From 16f2f0f9c71cdbad9f8150565d4647bea5aee113 Mon Sep 17 00:00:00 2001
From: dh00601 <dh00601@surrey.ac.uk>
Date: Fri, 3 Jun 2022 14:49:25 +0100
Subject: [PATCH] rebuilt docs

---
 .../doctrees/binary_c_parameters.doctree      | Bin 973827 -> 982218 bytes
 .../doctrees/custom_logging_functions.doctree | Bin 54168 -> 54070 bytes
 docs/build/doctrees/dicts.doctree             | Bin 105216 -> 105213 bytes
 docs/build/doctrees/ensemble.doctree          | Bin 47650 -> 47968 bytes
 docs/build/doctrees/environment.pickle        | Bin 899153 -> 977208 bytes
 docs/build/doctrees/example_notebooks.doctree | Bin 4837 -> 4862 bytes
 .../doctrees/examples/notebook_BHBH.doctree   | Bin 2182371 -> 3203576 bytes
 .../doctrees/examples/notebook_HRD.doctree    | Bin 131472 -> 159313 bytes
 .../notebook_api_functionality.doctree        | Bin 47518 -> 58701 bytes
 ...notebook_common_envelope_evolution.doctree | Bin 106899 -> 131962 bytes
 .../examples/notebook_custom_logging.doctree  | Bin 46503 -> 50625 bytes
 .../examples/notebook_ensembles.doctree       | Bin 3016 -> 3041 bytes
 .../examples/notebook_extra_features.doctree  | Bin 21190 -> 22641 bytes
 .../notebook_individual_systems.doctree       | Bin 57289 -> 66454 bytes
 ...ebook_luminosity_function_binaries.doctree | Bin 144311 -> 184392 bytes
 ...otebook_luminosity_function_single.doctree | Bin 63435 -> 65475 bytes
 .../notebook_massive_remnants.doctree         | Bin 76918 -> 83665 bytes
 .../examples/notebook_population.doctree      | Bin 138736 -> 169734 bytes
 .../examples/notebook_solar_system.doctree    | Bin 30278 -> 33021 bytes
 .../examples/old/basic_example.doctree        | Bin 10455 -> 10820 bytes
 .../old/workshop_example_notebook.doctree     | Bin 65409 -> 79443 bytes
 docs/build/doctrees/functions.doctree         | Bin 170333 -> 170758 bytes
 docs/build/doctrees/grid.doctree              | Bin 79368 -> 80297 bytes
 .../grid_options_descriptions.doctree         | Bin 107691 -> 107716 bytes
 docs/build/doctrees/index.doctree             | Bin 31608 -> 34795 bytes
 docs/build/doctrees/modules.doctree           | Bin 3841 -> 3866 bytes
 docs/build/doctrees/plot_functions.doctree    | Bin 61902 -> 61861 bytes
 .../population_extensions/HPC.doctree         | Bin 72786 -> 73333 bytes
 .../Moe_di_Stefano_2017.doctree               | Bin 20514 -> 20769 bytes
 .../population_extensions/analytics.doctree   | Bin 15192 -> 15413 bytes
 .../population_extensions/cache.doctree       | Bin 26403 -> 26718 bytes
 .../population_extensions/condor.doctree      | Bin 35327 -> 35689 bytes
 .../population_extensions/dataIO.doctree      | Bin 85047 -> 85131 bytes
 .../distribution_functions.doctree            | Bin 292511 -> 291956 bytes
 .../grid_logging.doctree                      | Bin 15451 -> 15644 bytes
 .../grid_options_defaults.doctree             | Bin 35859 -> 36077 bytes
 .../population_extensions/gridcode.doctree    | Bin 54075 -> 53850 bytes
 .../population_extensions/metadata.doctree    | Bin 11343 -> 11508 bytes
 .../population_extensions/slurm.doctree       | Bin 34966 -> 35328 bytes
 .../spacing_functions.doctree                 | Bin 71987 -> 71447 bytes
 .../version_info.doctree                      | Bin 21832 -> 21985 bytes
 docs/build/doctrees/readme_link.doctree       | Bin 28148 -> 31482 bytes
 .../build/doctrees/run_system_wrapper.doctree | Bin 14471 -> 14566 bytes
 docs/build/doctrees/stellar_types.doctree     | Bin 4517 -> 4584 bytes
 docs/build/doctrees/useful_funcs.doctree      | Bin 76320 -> 76023 bytes
 docs/build/html/.buildinfo                    |   2 +-
 .../utils/custom_logging_functions.html       |   5 +-
 .../_modules/binarycpython/utils/dicts.html   |   5 +-
 .../binarycpython/utils/ensemble.html         |   5 +-
 .../binarycpython/utils/functions.html        |   5 +-
 .../_modules/binarycpython/utils/grid.html    |   7 +-
 .../binarycpython/utils/plot_functions.html   |   5 +-
 .../utils/population_extensions/HPC.html      |   5 +-
 .../Moe_di_Stefano_2017.html                  |   5 +-
 .../population_extensions/analytics.html      |   5 +-
 .../utils/population_extensions/cache.html    |   5 +-
 .../utils/population_extensions/condor.html   |   5 +-
 .../utils/population_extensions/dataIO.html   |   5 +-
 .../distribution_functions.html               |   5 +-
 .../population_extensions/grid_logging.html   |   5 +-
 .../grid_options_defaults.html                |   5 +-
 .../utils/population_extensions/gridcode.html |   5 +-
 .../utils/population_extensions/metadata.html |   5 +-
 .../utils/population_extensions/slurm.html    |   5 +-
 .../spacing_functions.html                    |   5 +-
 .../population_extensions/version_info.html   |   5 +-
 .../utils/run_system_wrapper.html             |   5 +-
 .../binarycpython/utils/useful_funcs.html     |   5 +-
 docs/build/html/_modules/index.html           |   5 +-
 .../html/_sources/binary_c_parameters.rst.txt |  32 +-
 .../_sphinx_javascript_frameworks_compat.js   | 134 +++
 docs/build/html/_static/basic.css             |  43 +-
 docs/build/html/_static/doctools.js           | 449 +++++-----
 .../html/_static/documentation_options.js     |   6 +-
 .../{jquery-3.5.1.js => jquery-3.6.0.js}      | 227 ++---
 docs/build/html/_static/jquery.js             |   4 +-
 docs/build/html/_static/language_data.js      | 102 +--
 docs/build/html/_static/pygments.css          |  34 +-
 docs/build/html/_static/searchtools.js        | 790 +++++++++---------
 docs/build/html/binary_c_parameters.html      |  60 +-
 docs/build/html/custom_logging_functions.html |   7 +-
 docs/build/html/dicts.html                    |   7 +-
 docs/build/html/ensemble.html                 |  11 +-
 docs/build/html/example_notebooks.html        |   7 +-
 docs/build/html/examples/notebook_BHBH.html   |  48 +-
 docs/build/html/examples/notebook_HRD.html    |  76 +-
 .../examples/notebook_api_functionality.html  |  41 +-
 .../notebook_common_envelope_evolution.html   |  49 +-
 .../examples/notebook_custom_logging.html     |  53 +-
 .../html/examples/notebook_ensembles.html     |  12 +-
 .../examples/notebook_extra_features.html     |  40 +-
 .../examples/notebook_individual_systems.html |  56 +-
 ...notebook_luminosity_function_binaries.html |  58 +-
 .../notebook_luminosity_function_single.html  |  83 +-
 .../examples/notebook_massive_remnants.html   |  83 +-
 .../html/examples/notebook_population.html    |  72 +-
 .../html/examples/notebook_solar_system.html  |  28 +-
 .../html/examples/old/basic_example.html      |  23 +-
 .../old/workshop_example_notebook.html        |  63 +-
 docs/build/html/functions.html                |   7 +-
 docs/build/html/genindex.html                 |   5 +-
 docs/build/html/grid.html                     |  10 +-
 .../build/html/grid_options_descriptions.html |  13 +-
 docs/build/html/index.html                    |  92 +-
 docs/build/html/modules.html                  |   7 +-
 docs/build/html/objects.inv                   | Bin 11532 -> 11630 bytes
 docs/build/html/plot_functions.html           |   7 +-
 .../build/html/population_extensions/HPC.html |   9 +-
 .../Moe_di_Stefano_2017.html                  |   7 +-
 .../html/population_extensions/analytics.html |   7 +-
 .../html/population_extensions/cache.html     |   9 +-
 .../html/population_extensions/condor.html    |   7 +-
 .../html/population_extensions/dataIO.html    |   7 +-
 .../distribution_functions.html               |   9 +-
 .../population_extensions/grid_logging.html   |   7 +-
 .../grid_options_defaults.html                |   7 +-
 .../html/population_extensions/gridcode.html  |   7 +-
 .../html/population_extensions/metadata.html  |   7 +-
 .../html/population_extensions/slurm.html     |   7 +-
 .../spacing_functions.html                    |   7 +-
 .../population_extensions/version_info.html   |   7 +-
 docs/build/html/py-modindex.html              |   5 +-
 docs/build/html/readme_link.html              | 102 ++-
 docs/build/html/run_system_wrapper.html       |   7 +-
 docs/build/html/search.html                   |   5 +-
 docs/build/html/searchindex.js                |   2 +-
 docs/build/html/stellar_types.html            |   7 +-
 docs/build/html/useful_funcs.html             |   7 +-
 docs/source/_templates/footer.html            |   4 +-
 docs/source/binary_c_parameters.rst           |  32 +-
 130 files changed, 1642 insertions(+), 1591 deletions(-)
 create mode 100644 docs/build/html/_static/_sphinx_javascript_frameworks_compat.js
 rename docs/build/html/_static/{jquery-3.5.1.js => jquery-3.6.0.js} (98%)

diff --git a/docs/build/doctrees/binary_c_parameters.doctree b/docs/build/doctrees/binary_c_parameters.doctree
index be439b3c9d6fef207164cfce0c03cbdd28c00f48..6045f6b3e84a07a8d693fa45567f2f4fca14a6e8 100644
GIT binary patch
delta 79688
zcmd3PcUY81^lrYsOI_>*DPqM2DyXP{y(=j823D{kV(-RYQ4x;4#S)`NiN;T3EZDnZ
zH1?L*P3*ni_nX;OcC+{X@q3>8-0L4MFlWxZ@0l}a&Xn)l@!P8&dskH+tEByyA;-zW
z{?uwpc<L&-fM=Hhas9f+ckUK9IH8-LpI_=2Eq{$LztEsc<-^Jcl`kI@8dM=Hv`W`*
z-755`R2~BO7Z_M`P(q)9eu@181H=3p4(jLUSHaH^_6x2UR<UAOg(_QomE1zf?*jw7
zB=n0LFsyS|zn%#L{diMGo&PJ1rfyQ_mG=6N@_7^Ijhi=WUWs^RhC^X$XKiWC|0C0E
zb$$Q0MoEn@O|I(93fXGsac-x1@!s*B=~)*caC|AVUdk*Cd@BsomkZ+dpXu~6F^{Ql
zTyk=s#N=ek7@#$x?VH7_UIoMaqM{nKXxjN}nXpI8Q}{oB?%a1!pMeSe`y_N9fM$9P
z3QE0|uOfBI5Phg<E{`1Kw?ZsArdBgQn;O4w@?n0h;`$8g?$>3Q-;nr(uJL{Y<GcHn
zh$?9``%OL}`CFB4W&LUm8Ze-Hzkz**!7uRNki-GKll_Jy4CJ-@bsyr_e?a%-t^*SK
z4@^kxSJp44es{mnxNhANj9=sWFui^TS3fB3mpITbu1AmVT?cmWmaP>7(ZKiw^7>t^
zOBH_+s|tTn(t5G%nE#g~z@f(ffJAcHZ2s~82aT%#GaB%&x!k)(Z-ICDUK0jWuB~F#
zRMSvjeZW?6o=ASrTr3p7S&R~M2B+5W3!-JZXr>pN#Sqamm^o(TF42>Mw&TB%8RB-T
zzC)}^iNA=K#M0l&^};*FY9f_A@7|C;?t(zxWum`0{+j?b+9Nino0X-4<QFKpP$^xk
zN$Orm{-}$!#C2S9_g<ik*e-siOPOL-edrFcyPyx*FU}PxvZvO7njaLysbGqdOJ8+R
zOciO5zf_dQ?iE!sSCPVL#S!T1T3E_w{7s=wd&NL1dQ^-d_p+uOWC@T0sZ2F#3<dpx
z#-|=b3%T}*T?M_#330DXX9}Av^t7_%$`N)rBG#cnS<slT05lejlq@vj2b6jq74y)m
zEU5iA+-y}F@mSPo?{RUup?j2m;Fvg7(Bsbo_+0-6RO^Bmp4vM&m!5XPKs`2xoR1<e
zi|$n6zEq1AUPc@DM@t^GJ4>u24ynMb-t4C6DY)xZ&x(}<I(QWW>O2Y8#PQU$fz**^
zof9wXPp*G8%(0tR!-%K8RoCNgiA_aX_NS7aSCh+P6UuWNZJxg@wxxNuL1aQX?Hdsv
zDpwO+`$tLXG<FyOdfXMOZo4Kv5%kaZ3`2eE#dCkdkR|_xF7#qPO1LeSqD}vbG5Y=6
zVljb&pTNWo?ux$(dhj!&X6#J2>`-pEm+Dgc*Qnm@U$K!;hrB+BwFO`O)xTmjfhxa6
zLG!2LRob&pbTNLqq2GNc-j^x=Ycy;5BDSK8*J4?k_XQLdi?+U4{#KmCfTw+ys_Mya
z#r}eOn)IFUo$(JN;-k?_i0&>))Be-x$3LUf-At0T)4P5VgN0!vXi`YJMe?LaCj9rV
zvCWy#QW2UaNXgtzAIzv{5v2nhFn&6$uW*&XyIor?JMYdW$%{spmLupd3#!yJNu6n)
zmlUJFH%Wp(uW|r)sEgEF(6{6=s>fNRada)eR8^=z8CfuNtbwE1P|2Nqhhi{w@RBN1
zTmdM!?<KhlL<ONBD5o@D(7$*a3hZ3ll@{ceYEy~AoMi){9`!GVKRhW6rS(cl)ziJD
zE}YSg0LXMJEtSQezUXy|8oDs%5-2ec1sG}d=tZCuLsPFQ%zsW($<jbM)9}>Nbh8Nb
zu)f<;M4GG5Df1sF&1hSBjv_zp50ru^r~<SB!(TMEA~>MwG6H#rN-?RswhX1ap%AY8
zTnwPdN|4+1T<l0MDoIsS<Ad`GXDPUXR9k3FNe{&h!VAg>l7hu2RVezA_^0rM7dD|=
zgQZ~FTUqj>y)jY%{rXg@Nx7;*?X&VygqS<b7<-l+VQ`c}@lw1`e3^LPCe5gww_Jjj
zRsgJ_)xqya@`{$q(b(<caLz9=MA}Gat4pC`jxcfwm%Qo8UTH9m4+l1cS~?#tg?c$?
zjTXtjuZur<HkKL*{i#N6!0i)8vl>f<@#zdlbB11MMwykRNwlp7P`8;V<)Qgiq%z`M
zRz*mmjkTmgls`=RK#{c}Ay$*tagg|FgSg2imQ@>K3}vG_9Hn@Ix0+(lz7?%_F7_7w
z<p>{yrN#yOi1;uJ<sjOc1B{`#9C9V<+yucgB|@r0bLs;KB3vHhSCvXdN+oH0Ls-kL
zD(!3tYh5WK7clHwly)B%XY%;mq!Aq8Sq*8TAe5$z#!`qOeWQ`hw(S~QZM(U#6l!s+
zYS&}!8D_CpRbxgIdsH<r3q6<?N6`)(b6dlxzGSInW&<@RdDfE@>QEQ6%GG8-f4;6%
zgT&@is4$hPG?xnLz3NHD1v=3j?(m1<4&!tL<`6+x$6A3@#}+mNUua>_f2R1cBCo0T
zSYxyKfq0K07XGH0jims57`!bG72-JJP8{*(DA9_zR}-lT<!z0&o;Q(NlGGLkR;y9f
zwvxBLsHs##pp$K3(!5d9BS9=y&FDa*ymLF7NiVjuIzla0Xi=-#8MQk%YPV`sW2#HA
zP>nf4tW(h*9AZ~m5hG2Y(w%?_<0}shZYh-%C$TERc<LMrJHBWs6%pupERZ#CEoBJe
z4_xDT`^FRK)?TRk6laCF*Qr!54)Ins*6-IiM0^;&>Y%VUhZxVTh@e)GVn<6RVslc_
z?m*nVgH%tDC@WD4@%pa1ohkZ?<dq@7T>{|ZmR1nn+)0|lW9EXMpwhFGlqt}Qp6G(_
zs#B?Wn~7J&bNoVerq|-2H<9D-RGl(@a0{l4M9EiZ=Tx#khu=5bP+Qg&W6QIv6hYT|
z0}&f<_**$)EYl#2qMLo;k{edKu~^N37oxATB_;O*@YwEBq982cZH}^Moy_}SbfR_S
zok_&VbC4Ox8C<DO(Jrc$!3C$<25|-hvN714fM9WCfDJr;RjF|=1dD+KG4S5g`hmbd
z)00p1-|%OjgTn`bM7}=K96>A)PS1KPA#{3>Z6G!n4AsL1NxotwUgl{}a2N;QCY-rX
zOgQuK7^kAcIr<^oeagD>)G;ST3`OcRs<a$Q`-h>i+(}Y<ad^1lfWi>kJpxGf+>{E?
z^(5&bMUMnlDOpMqL}DVAA>npzHi{d(!zdf<txm;8bJ*uO>?{r&ABNXEXdJ^~kL0kw
zw05<|4#4)I{vmQW4H%1v7EJz4rQ8OYLPmxWDZXLayk6Sl8z<7uaI<w7oEa*;pncz?
z_U|-jj8u)j3`N$$rvDkoMGsm!22&>f_Py-gD^~;q=b-L;PWR+^>lhDqDm9+7Z63io
zsc8i3Bzzcb9TZOBY{zADvCpI7Q~gF`kldKW{j3gkodWMlqJ>kyw&M&0(NkljRa9mw
z%BRl61b|=TIFVN4q?O_v))p%4o@#Tf%G0cnf95!nBJBEc3Wt1}Lq5(S<HLaLAUc&p
zo@8`TO}aDzd0Eq$0D_6W7M+^~ppVHl#b|e;^puvSplIJ@X(@+?pH>JSG$$Ps(PJt%
z+XiplY=~V-K`<%B3N4TA@y+D;8b>md){kV<WqqfjvpBx#-%Of5L(-_xblB-wDw;vq
z$xBzJOJ#+ATtV+hJ6p`AW;3KO6q*j%^0TC6Ukw{h{bxztXm&a{_NK$>Ht;pb3Z7Dl
z6&)iKvD|Oee3;$H{SI=@z3Jx#Qlv23FkU5Ux*n-<zqvrSa}LlAUI;xE=SsDNM@*WU
ztVF(BbrJq6Q&P=MH|JtV#w^B=ROU%N1>J3_v{E+KYK19iA=WARen9<7qMY0KRil#&
zrINx#3SK6K(Brj|r?5z`wn)k+(9>0ri(Vpar?Ec+z|B2UU)sGyYO2p$V<=>)cw`9F
zd^v~=<Kjvwk`}E;l@>op4Jh{pDQ4}{A0&asZp291Kv{>S{?vb!RGn-4d$p9IH{WC^
zLjIc1;Mj!PZAJAz*Gmz?4tlD?V+#HXQX3~D&M!YC^`Ig@OC4zWZa7fLHb}lHD>tI3
zd6JKgg0h1CL^ss2%x88EIR~BEiXq~?RSFkcldu!%a=BfSnbNi*0h+iAYmC5OC0Bv|
z-VICj-zJR_^hJ9O1->y@W`bBA(tn4!HXKA#m3IMN*dgTV4HroxsmWfcF@1Rt$4)zp
zQW&YP@wY}_Ewxjxcht}|`y<v%HY2%G--8&hQKwMl-a)B_IJvelawz;9tiFTty2_KO
z$r?#ZKZ@CdX)kpKqCMT@Ubes2<}IWgk+$o%vWyn6hGo`sq2;GQH!T7!JpU8b;32t<
zzm=u27eKb~X~~Qg*+r1;aYh;;=vOX(1<0(GcmcNVa2d<*dp9`1+=Rb*P}Bt}NZ3i^
zF2F%H--FQRoA__U2h3jRm7dh(qVyx}zXioXm!$QAp7^(+n7Id2yzGWlp9bHDPIyLc
z!mnnEyeXBUr}u#ivxqEEy@zm;&2(#zl%U7|C24~G?2)0x<{K`2hvCgrXn}*|rbG9o
zKrDuy-3O@UFC|Yg3;P2r-F!Ku<sV^+jgQbj%!~(~1Kjrykr3#;UK(njE>Kyw<fLs+
z;SEXepmv@MT)EyesRUA9uP<=Ep!cAOg=_)Z9D!*Njt1=?F=G0^z$j#HSmOg=Z)C8)
z7QNRWe6)vN_8mO-g&^lkeLAZkl@nzX=aBhM3Um#q|J`?K0$bEGXV|RCp29Uf_`PJo
zc8Mfc6@LDzzb^0n(2vp<y@eu!2piQK1-UM@b&=Vqt|RV3zzY{c$S;TNL3vzdPuf)&
zyCSTwddYGX4!yLSTy>i)w-EH}?uI6264qaNUF4c{KL^yoB-O>%4H&MaIb|QcsH?0A
zbUc@g#L!J1BIq;oSW(1NdO;2#H+9M>YZQ@FE=jq(<rq2@X!Df*x#bqT^=^frLd`8t
z7Pk4yhh>T>h&IhdQ2d~vTuPWuStaG#bfO5r$9u~k=|NE#;zvr_27kNZ4OteFTKLEt
z^>xJ!2;YXm=ptzScmOhhU8RAjb`iN2MVFCdbga!h1p2)!S}sydo+#+Ef{dDMR|!M3
zFwb^=4nd{2rRBE59=aI@5X(XVg2kY{q4FR~EGIYN9I`4w6Jihv`pznbrl1gcG#v;B
z(jZ##6i)gjL~c(tBVdDwWF?1=`d$Jpj)cHzgGxhs8X=dV&Q;{LoX@?=@;SY6O?y6L
z!sR*?QxB-vh{mrf6^Otx{!BfPN{^6Lfl4+2lnasaAVI&-(5U_`2wLia!_8)>j=-0j
z@T)@W>dD2$nN4`Vwvau=oD!vo$bT5at5C)nZjXlAZVlvQYyq~gM->zW7!9W**mP-Q
zgNDDArG0Hc7pSICpXN3_ciZA8z#C@#?W0(`snN0?+g=V6X}>0~5SKM&6ZWE}lrdjA
zBrakC1OZQ>5DA%bFdgYA`;kWvWTyq%$o1)7XJ}l~MlLF5GFh+PP3<OUUx^Ccc45)L
zgMMo#_oHR~;Wb(p5b|#)BNBG+B8LjQX>k|15P62lgDFo}neB0iADBjzE$fQ1W{u^J
zG`btgjQKeq`S+GXP?ocY9Eo+)oFlR?ZO-LxA-6=?l-@~hK&N{E+JsJWB_Z4pu1zC*
z!ht+H%NJ>AJen^YE9V#V*9kI`&fmMr`>0f3{B=h+IRK#g$wW8b30xgb?}6&EiO}cL
zQ!XQ1WQ|j^Wb{~|M8XQumzMODuh6aj(6A+5u7x=;NggaxpFZ*)F)E4~wQ-c*xi6eV
zY#c?;k|0x-TQqebEXqbbpvO?7A!ue-A~tllB+5l8X&B6tNIwpP2}<{uf2FF!QSO~2
z|3PWPS<#8%C`yTwhf>`UC^B}l#0^nK&sq|r>^h@7)o3jD7Ef|KN26Gxiw`HF6&N;*
zA7<Ds1LY)YKN{mDfHDWlMQFkxxxDy<)%5zuzL5}#W;I2GPML=AI&G+Yhs;CJ;|<2b
zG?RwNj|BQ*EO7rrm&e+Ay!AM1kC%*QSR6D~Vz7mV6g^!I7VAbc*!VDDJBU{1utPZP
zawB1sl@nl;zedX4sr)3gn?MPZ(C(s9@?QEl2}S9n<p<(arVWKNC)+@|OyQuY%M>}(
zD<Rs>lGP;22r&nc`#8CwaF_uT_S3X+7zg_~Foz1&Ij}Ge%qPUdLP5`5Ow{Rnxf4ZA
z2aY%2%W>iZj^i$6%>a%K<K@@XZ6?gVl03)A1@(6m<SK%wHfPlD+Cz#YAxxe?17=xm
z8Nj5x9HeSkf$yCxHxz3($2wXI7MfG|6uF2P=~Qn`jy!@Ruht9;JcitBsvJ*0%>nYQ
zQ{_Qo4^~;|O8%)pK582Lb89M)kD-~<<gw&7L!Kp$=M8jiZfDCn9C+qDsH!|z^Ak95
z2dTQ)H|Z?;Q?XfcV==S2F`|TBw0agSzRRiFdK`Ccj(h$jjOBlQ6%!3hfh)`<G?st1
zoGAX?oP?1Y*7WlM`|51@6m?kuPrWloRs`|87Oc?I9&kerIB_9#tXqn>b8sO%<fgq)
zBZ+UuPVHoBB!;)3xP?Nn(1J{zO@+lUr)nE>zzsNHBwQBSohG*=c?sG{N|*Cf&vdyM
zty%&v?nqab0B^t`6^FY8;YT0R5wQ9#g~2=0vvl}W>G^UWaa0TDDIHtb8N3<CKXRE3
z|G8zr?;sRq#b0Eh+(_Kng4tWAl?&wnQFp2}n!|6(;V++uO~gKn<mR+^C7OA+NUkDY
zWA%i~v}qNvpK2xKNR4_W)8fT&q?)TC6|qF_F23j5FWX~|;h3Y=K<xe`&5xdKmP5Q8
zgj!miyZkbY%E}bI2H~P&3~gQ}7ZED58Wx8dtvKiw9Q4i4aFP+rv6%7xNe)Y2A(zHp
znb8o|Ei*R)v(nC#lfJZbccrB(<j>^yGd$(ON_mBVtr)9Z#?O#r^H|wUd?X6<IM~)P
zcD>M!Idos)SB6u_ptwzPQG6JBEDo~mIm|X3=F=INeJ#(;8ns%Boa)6dav1%wRt}_B
zzrr=nQR!{6w;uJQd_tf-+vKpdt$vav;Ux!nj-qrMz>~T)!WG?){y%3AuQP`ymT$?r
zzHIt-jI^>XnLjy*#&UEWIXX58GjtU<%MEGQPN3VqS*|R`@XFCG?aa_c56zHw3Dk0r
z9Hy7qA|DaOB&UL1xd(LJYmINSn3R`;x^7n3n>g(C4EB1b3cGXIT{vva75QlR4%wex
zZO1X%mi=(F#2xU*ELK@KMSh21*5bd(=>lyz1h8**%JW3=G1q;{o>e>tn|avk0<M&F
z4*u#Om0$&1x|LyLu>`zvJ6yE{6Sg=A_u_DSW^>gpnQ+y2$BZG7DVHMulj#0N)aE2`
z_Sh#k5$MrLls!2hztQg;kg>X}bBalfJY{o%cc-i_5Pcdh(5RJN*YvZ(TgTz8w!&M@
z;W-E=a(I0Vc!R0USu|Yps2o83&!Nd9wDugD{B%HNLta09R1Op<>^z1~#pCk70?j+m
zq>i7r0jvL~71;7W0qlr9uw*N+Vy&6o3S(Enuv=kT@h8TPgYZBOEQ#BV<>PNp%dM#E
zB|zMG2FFD1do&m0r$Rz~rUA#sK3C*Ix=)rIhQ7W6l&NRsYXW&)1<E>9|Edk;zN=Q0
zxvsI2M%Pesy|Wlg*RDakX*+(MbDb3(xsE(_Fb9FfqJ>8P>8?_f3y6@DZ^%{CFUsEZ
z`T~|}uWld-JbqKiK@%^^*Qv-YG{5wc+&~ciV(94l-?FE^|1TN0BjT@NAvE$1n#y+_
zNqz0Rm<0UXkXux~AvdF-dnnj<L#`lnrW#M=5ZZfB_Mrwhk*E&3kD}+d<f(N3794uy
z*K$vq@c>yeODDY^LdZxbg$3ElH$RjEj4KG<k7RZQLD=@KP?$i^Zp+h!3lw}$4#qLo
zraN*PK5VUfVt<RRBJMnr{Zf~-vCyNtSXABr7Y+5khnY0;35@lchCDIscn@q`o}y?o
zPUxxIQ&zO-sm=KLo>`6G|Ct<WdELg&cc)UuL!`PfZJCEewI#0<#Yc#uq-XFD2ia-d
zLna%YQ;u@~BiExlFVHOg1OI*Y63r%4iC1XW<6rqQ?R$j|33v=|5mK2tl*YZbfx7;h
zgTfw)(UezmTRT{@te%_2a0w^L>kWebNe;_FHig5Q!F`5Js5c9n6!LzKh3~a@0J!Qo
z(!m$J@>BbUaCB5k@u$dqqD+O}p+`>?7u{&nOYEO4dMDRR|A^{-FXb#ucv*@PB0QyK
zAHiXFd6!Y-{RxF{BV5YRz)u)_4w_Rr1)(VkA2Gi+Y{v&*L#D^#AUuzAn8P_>Z@@x~
z!;rUfP6~W3N2FycVbt%fTpI`01`w~l?d%MeE>Wba`chDapcq8<Qb$?wHmA8-Z(oqt
zRwXaZmKBqp@4cK?piEf_75dU!S+TMitSDACXA~vWQU81^o8z3#VJn-%oQ(sR1)NPf
zXTv7Cf}iDR8gD`qYd_<J`n(yfKO{F7#aj>lBF`3Rm5UN4wh5zVqH>+C2ue4-zNpj{
z1Q*K60lE+E=`NPYYrQgscDX|1d|4?;dEEfoL23zdGhf$!V*U0My-Nue+SBF=YB8ZU
zQ)zJ!Udll);-J}m8G!b}_Lt&9D=pY8e&nH46$^!>#VX!ZN>j?v4;HZKNtZ3KVG|W8
z=FL`ul1}c}qc$mnDbl3WqC_vHs=nK#<Q0U;oJ!C3c0ISkN@a8o8<jITm|86-)Ry&i
zjicXkqDZfx`U;s$1=_rqONkVgbF4^#y=ae{5<}~9Lomr*K?>}y6cg?-X=+?R@f24}
zRDBVao11R9y3%KN<zMp5t5ii$dgiX^blp=qD9Rlux;9e$CIu7^VGWIolPA%Re9*`)
ze&o!r#2fMKKz`hk#g!^C{F`_VV^^dgRm`bO5<7Qbp`?8WdYn_)C*t#)(sj(nG_wFs
z<k>*oRRG3~%dOO>&faL~c5bB#357s^G*vDH`X2FO4hqVW%`_vAGM>&B0_27?E|1cP
z((@{9#ibpLL<`bMK9FYV<YOO&Z;R|?WtPz$?99E92fV8s<;4yx;E5NV%Kpq<V*OV$
zTL^$#(g1&8?OzaP?om)FCVu81K2W*B0P*<}9Ki<JgC2P+xu}r0Qj_)-My)Jw_|0K&
z_<F&P26V3v_V6;0nwNK(Mp*$6He!od*{R$w)&SYIBeQnPjx4%}Et#;zLFpFGV>9Q0
zdxu{1*jH&rtBawLp?*pTO)L(Z52fFWgFx-)E_ty}YtqQqUui+jO2FoY$je{xp%eZ}
zX>mSl1JXB3*lgaRB)2*JQWB$ZXh%DX>k{2Es{u5#iqc5@ljA+xk=(*yy0aXwLyhem
z@2}a0V%tC^Cyg$unCWp5C4y>}2J-l#Q24eZ#YL+j7W+1T!){YNcAJ)$QVOLPS4v~Q
z7F*i+%A(fIV#;b7P!@b&(YmrW21UzRy{3F8XZn6;tGoc}``Fw-Y|)8U+(bC(M6*jO
zg~evPhNnG(U7W*j_8i*Nm0*rM50xziHXfy5(LtTqa$!IxJG<>Mrlx(APyzOjrCY@m
zY@U@?GH8DVU>`v5E7-6PtZ2o)iRtlj(35Fhp<XTvbDil#LQYdKwJE0rh$o!3yN@H^
z!;!PO2pa+x`X>l@s|G3I6j2ErwgxG+#OGYY6MN(bsCuxnl#W)0Sf29AR0^m9$WN$U
z6&vJ>RiI{iBOE7I2vb5V4)qW5{kJBaDQl8jFtW0&IK;lr%t#KRhdI~-94xz%(>Fwk
zrAyV&wkcF;DJHUdLLcfEj@FOlW2v<poeov{lN15lhEZlHgtt{v8c<vWfcByJ5jLPX
zBCVd?Es~WiibTm{vzmvwGmWW%nmNN1U-1x!*Qc{xAD-awj&gWxui{3!t3ubqlqfn|
z3zZY98tz;h!TV!X<r)pBgXtnybtOO$&9MeyD%(Ku#P&Oj#`Ei;28+he>!AkQ>RnYI
z2(i^G*7_=+lQu>wXT@%@{Jv1EzNLmzLJ(uW3V7nq9?LHi8z2(1i^w<YdZ;v|mV({G
zMrg#nHljk&#^5}jIy467A0^iusY_i8P^Y>|KMJaYfcB&@1Z&h)rctH33W+~3^^hOi
z#AdxuO{~^y*%WbMe5{>q{*)+gm}_tGRxAr)*J9I$yZVXOm==qJ>;-PebKH(>>R8r5
zX-*5H0HJh4rHUX?jUGyf_+1>$j>i1FqoFdN3O7gTj7G`=!H<<%zKgR%aG9?@gIaKu
zxEf^W@N$s4VoiNIQE&?-SZo)^6S;OyRbJ&lFL9u3jRBwv3C&>HIc<={O>CxAq&b~n
z*-><)6D;K(rOc#`odNZHlrmme!u5`_hkAoU?GtN-`WuJpAa#>Nr9Zo%A#FQWF_Ar3
zLqmEXUAWFc;kdXD)$NJ)4#g-<=v+@FM(^2D!3O=*1UTP`Hp)Rof6`mQ)$fu!ObzH*
zUyRkCVwGG%3_b0w)E4gQa-4Ejpb3dem~QE+1WCA(VU*DRB=iY8LcZ5S=}bcgppkJs
zl@=m(VZOX+sDcaa$%=<wJYMM{P?v$wus;DIP~7@WLZ35OX~M2=7awZPH6DL0_0jwH
z0~8uI3|RLhDtiRcwd*(Kw}%4(^N*qf4F4Db1iuVGR*_>QXyQ~0hZavqV$`3eIn$K@
zT0BVENc{#W*Ttq?DXxtvM87dgX(-akp~?ojG8VPB4pSbH`}Yd*vxmAPF!0>Qqu~4q
zr8><Rk6(L?#284L0Ii{1YqL>GTfNdm1t%sY$11<j;3<&LGfsI!d#6GXTi0&=UTH%+
zrlFwTc%=@NnGQt@*W)1+k7~$?mP|*werAGFkjhR#7U?$w%Byqb_-jvHoM|ZEK3UmK
zV`sw>8B-7?giDk;72~$@OqhAjT%`;3oCYJ*Nks>~nWlu&j#Q;Z>f2R0zqT=+CZxet
zGG-`E>CptV`^yX^O3yRj=zMnX|Jef6HSYaWt%U$MK1KONu8Wka@{uq<WYu#NfBoic
zrH_EcU5y3s0CBO+{x9a@r+tgTZ)_^YCzi%5;5(ZBB~_V-jf|yAn7%trX(JlzVw8v`
zId$`viF9{4YOoL&xq>I0&sK0Jpjs;tp=T^q#)w`$SjceiK@p3T(SkdzSPR<2R>B6Z
zG-s+>gktyOufMHCbc+~>$1LEEd8m4Vl0Vh2Svi`%3W>a57~Pr&Bjc}T@?D~oqvX{X
zD?#+rY7EMiOO)pnu?Chsy%f%f6|vETC8&p80P&z(E7S?pbgebaEnlmII?8y`tu|_5
zW=(Mx$33kFUuI8ps?_q00XX=(VpaF^_t+(VXwbjE4$xi0$iJgUZkqUmV!;C1K!!to
zVLfnnh{P3nEJI9GYPC|A8mvN`Ua%e}J+w;Mhy}DE>$TCIMNV${Up81RkA)c{>mZhk
z6DfDo)WEQE24bPslg6zVeDKNUW`_#7vk}R`iLfo%dOso-(k8Ta;zy;VScX>)>}hA(
zyi|1^hUV-Hhz0zltQ8wN70XAK^++%_{{k^%9Vqs6Dwdzd{i777{;ufDDIEKRo@_NJ
zPH<YGKsM}oId(RCZ`p|af8noat=7*<g!mJy?6uY&ySGd}8{B<u%Rv|FxLN5$)efUC
zKIo`=c9Zf*Jj|*JYia3r^xH^X8AAnkpfGg15=_ZEFkd=o^^uK}oxWJ#-^zsT1?-(-
zHxHl8_71{0>9q|5!JFfc?TrnuO<Uj<yLY0Upsk9(Se#WBiqPKQ0fJq-(6=goQ?p(0
z{PVvmEd*Mz3!|b4UEF0u*>blPr5ML*dliYd>$w1qlj`q*oUyehj<&UOeh;Q0e-4Mu
zjRk(gGGxJC2(J1~sX$(th%sei5d{0cb~RJooeEYNnJ9g?Q<*JhGBvb$A66o#_InJV
z2K!N@?QqR2UjJI;DVDId-{pX<{SVnnOX7~xd)FAzJAtw`;4*arjogDIK3@WxL!jGJ
z2>fO{s&Eh?1c%PK$@e#e$C$kc)uRtX@wvT-{_~E&HdX2P5!fcM8(>>5t7aOTi3GIM
zQ3y5Nhn<Pq`;<_zJ<|`_Cr2UcvtAiNy^leH?OkLZL)fUAU}wd$-#k`akif!SS_1dj
zG^We3Lb-3Kac!T4jmzG+H3SoTQh`IriDn%{s+oM!u*xANfl^Na{B}Ba3V?P#akVa5
zZyrMC-tjbqb{tl&h!;8T?ezFG#Gb5B2UGkR6fQW5oc9$g^xAHZyn@V6^!$z~jf6Zj
z=OUanM=x4-3}(*Ji#e-94dg>#ofQ{gjfltY^)l!UP9Sv8JdSCo+#hIIJ)yLxTYmt0
z2<1BmOuwGM9Ju}*ihe$++#%&WE2?(h26x+e9-PGiyzP))c6P4(Ej(kNl7UU>#Ww{~
zoK~ok4Qwa}8=a*j(d>(uq5~-IAQq~TXB98LU0(XEQi8f%0;XSR!6l_o>hVF`&}kMt
zw>Ihz1f_q@VuBC83<ACWP=-+2WhQ*$vW-B)D@sJF+t7lv>I&TC7kl{Cv%$Ae+-=y}
ztv8=t+$ie?rYwgF;o0C<<?wN#XaM!P4gifWC~fJ?4FD)d+D!n!-m=xHFI+?t)#M_e
zF1rcI;}?;~NVk||*eyshm)?F0Ma-ph`~|G#dfS=0<~NtdgGvnR)ZTncZYsy>P@z^f
ztdSfmo6W}rVhI&>6<A|$qrux(m1toT*Ra99$vQORn(~AS-9<QCeO)Of(73z6yn(jg
zwP6muXT>Z$aH^tSHq<Wk>>pTI?ZZ*4<n;m;c4!l~*}i&n9gdn!dprJ88X~<gG*GjL
zNIJs*R!U;18ajlM)btU&qjZ4P+-q+u^>8By=Dzg^_!iw(wg?S)b0z!OS+x<L0iXV3
zqk-hYK;<CTI2(=0oW^)7jqy$^G|5JzA*XTkC)^vVbYJO6e?Nh<V~%;L;D*)%#T8d0
zm9q5rQ`mM56?kU2ZaIF2MN=LqX|(Yf(6xDpZ2b`DyN1G_8&XC<`R%zieX_iO)2y+l
z7j5896l8k#5tje1FBSP0`$pgOWpTtows|(l%{XMXBk=5B1mvt&fLxfK{EMuA^JDbE
zv)4cyKqcM)hf9(>KV;vOLoGlNPl0y%6BvKz8&qmXv6_lR@~N_la=&Gj8o#xHKlT>c
zsq0X0D)J6fc0gadzG=lmVIN@}M?b1BW%hL`ERN#n9fVtFLm$J@<FM62`U@qV;ywV<
z?3dWdn)DI_(f=c0ET=Xf0RsWhz^+i>D`hP`{RqMDUt@_k{3#|Z{FF#BpP2OYPd3oz
z&(@IA^)oEK+#Ym$?kS_*B3Js%fa3v>Pj8jt;(LzULB2ya+-<FnV%!Lea#h{v0<2<A
z`_6g_k@ifjL(ShSWw0R6`U1DdLnWfhcV+n8`S`t(On#Dzt4JS|YIN~~(!h9Phs$P2
zkY$0UtPBYw(4cdSLQA23c7~75=ItZMUs8j`A^rHE9pbb?Ts9J&I0>vGy{N1L5_!L1
z)-R%=N&14N44%<3@GPW_Cg8!w{{@OPt9Wo!P;&_~o^$=pCXi)@0Q2!?E-G^q9QiT4
z3+?fCr@fNePk76q;toQbtQN(GGtnN|kanf41!_6N((Y-SRE@g2s*zOJU9BqS2}@gn
zq~#9<=N$zo(-S+Sc@ynS6i*SVdWU*=+K|&OPqm7eH<8|Ys(6gj7@31CR@5<0RrKOk
zzR}R5i8v_H$WgEnkd;R*jt^%|_Ra=9-Z1j_l#~-z{o<<TrB|+4wjIo+hT<N`$6T;m
zUpMuVxSgprZ3Xs0UE=eQmxnrqOdjeyVJm9_!hU&dMqZl73O9>4KhK_VB8U69nrjpB
zInygXPNc-@uEp@o2E*%6p+CoKG2<Z`mX)w2fMIP)@lZ`P-3#V!l^+b$9BPD^tG^MH
zM6dqTv;ZvVlW2{Ah$;K%W&yP-j(rhH#!{JF>U=SnNn5=7+w}^b^fFeI{}xpF^Q*PI
z)lf&7f#1xI8;`dNsKHY2{@+ntBafnDZ>L%ZWi$K$>ku{07?<T$ThmJ)5D3nv))MEi
z%EB!2^@B;VRXU4)@k8O9{OUyUXRdjcJ>H=l?_Ph7S3J(7yd0#4u{an&s|u<Ognt-h
z;Xe6!s{!JDr)r0113ZKSMlw5`W)}gRltO9(#S~RTMb{*nQ52?b?4$ljKE+U0&R5+b
zmP%qBfzr*zY_43kI7-_VQ+>tytklaj$<FYj*{Z>x2KuXwu_%~R1R<k)620_Si{O*Z
zHV!q$WWzX;V`N)j?BMo5VYMBV4n&{(V_Aju|E@x+3rz}8i;2^D`%~=OA170IFt+$R
z`KZOHT2X8;H!Y&p#Ew5yR3l3fwK|!Ls*Ok}gAp=?DwnZ2{jX(g#13+p4vNRq?qX_x
z;Vz?uyAg54)so_0PDLkVV>FI4VmFwBOQ`i}VG!EcT0$*K^MYY|q>LwmVO%`H^M$&W
zM-b^5sP+`Zq63)iQT(O6F$mUU3#)o*HI_zJK>drQ(RfWJ;-w6*>wqcN<!x8;ss!72
z9)O4c-HHlK*5V*LH5<@LR)02fldWadj<`y$hEbz(Y7}*=0$Y7gi>es5DyOc;VFNIn
z4^sDtE16yto(e-Dn^PKBMIlRG*Hp!z``#Yj%xp8tO$Jf8N}DRE#l@=}qJ#V_4srP#
zJk!8p2TPttRRq8p;b<s#h}w+ANC5moRU%byT@O*)3X~P8hUpC}sRcv|slf{S)UW}3
zP{RhWMoj?xVh?a`Hh>)|x)yBMHknU(ZRuGpOaKlQu-f^Wr_SaW*?rq4)zltzw>H`;
zTwM*MhO=cC<EJvXqH3t|8kua@Z)q~s@b<u?h?iBFc2rmYp!s#-4TnJzPZ!q(hmlmW
zo{htrdR7j?4yW44It(|xbZ;zNW;CQflfR>&SMCAApPYvSfce>Yq;VcBZ-TA!(wCZQ
zwD29ylhk0-M*wG&$lh9N8T#p@iwkAeQp*V+Ig)qwycWvTEYjplt!k^Yk*63M#QX!P
zKpk}}K3PC;sIiE}LYyZt+0cQh!q8$OK8zFUcQmXahQqbaVjM0>GJzJjab;}av~a3y
z$v0Lap!l@#z$&=DnqnG15a##pHO^2{h9Wn)%9hc_pT4~{VL3MfTXf88pf;q87>tN~
z4b?z#E=Q9>KevX<r8QL73sj>GT<&TU!~06LQeE_GP1N>+xQU}mu~+>A5BH7RTEqPb
zr&6noMJao6fnl@<1KCA%e83PE2ZgH*nnfKMtmF*X%@K2RHJUzl0E2nW)yje=W%X3?
zMuI`<v1&oxw}pzG>bbEhyE}5diCULNwo>2fAkx@)dx0TqaT{c3o*y}fC2^bsmQ~KA
z)-euZuR$!W!5a*E;s~;bQ_-KCa#+iAGr)JHiks91l++Ebf1#aPU6{et2vg~1cl1Kf
z_G+3y$vw~up&iw^qOgv)GSwb7p4u`pgV8;qg}u^%p>`0$qgSxJc#ot0o1^~QslH84
zQEy<DPi>ZEp)$*`m$kABGWP1d&}QMTc&gmLH$p!W!?wNQ%xk-<$LLXSjPt>i)k`fw
zH@YIG73r={q&j`L+^9Z~W2xlpK312hHJJH<I@qpLws7Fx2J<7!!OUf1or-RC3Os|m
z49n0M@+t|c2f0jB!|8P*;Fn2I^HV?q=HE$7E6yp$B_S#;Nl=$lt^tr3+Dlz0{=l0Y
zZ;wvrw)aiu94ILn@z+6SJ7;ifu;DP`HO>GZhSNKU?r_Rr8)v`{hZutoePPaXg8*$}
zKedi14Pm;z8)9d;on%Q=@6xIvh`GW2)%=3!=Tz=@PGQqfD+OT~C^+ca#VK?e!d`+P
z3}Kzn&Z)ZHPATl<6xahnzN_5LG)Qo%Ma@Ql!peb&R>DY32cxL+NEjY>@-yi8NECSv
zR*zHBQLL!LC=@Y=`E!)jVSeKPM%nY;$FW`+!d`b^#d^W1=zgbI_ZnEs5resP7^39%
zvA|MgI2KQza7!KUFR<9Rcu-E=J&0}Uo2dVCr2nJGsk!Ls2-TC^M<7*O^F2mF1+olA
z0*AkPq;EjRcXWhWIek2+y{Ag!ZPYTxqotBlu+1q=Krg(vZ|5*))@CSkq?n;bFW~4^
z7>`iqAbP|pvxB@B*cDzz@5*Sk2{oOBM!SwtYfzENz%zu}PX-=5-(x*5vQg?lgU5o+
z<H-<zF;;yb5NjG0#!RshcsIpL0IM*DYsgSLr#!(aoaYp>IE5^yq9>hFIQGqvQcn$2
zY0Cse_KfLhwc<qhQR)mZcuB`*0MM@!)dkdXCTw5Fh(h`4x*>69k{ToC8fJ_b2tJ-^
zLmofN>Q%w4%<|G6coqlVd>FHR(_w4`;KLZi4x(qB0zb{XiedgR6;>}Z2bjlCgHsLU
zV3MfmT(wZ@yH(%J?rA{IMa`zGUFg<a5NY(42>YwA!N!GZ%}}GnIUGyUFgtsn=Y#v7
zR4cikol5=5$(`opj&pMOFvvM5yx^4Fxo?ie81_m*l070F3}2<FHN<CJ)nj{XmuTc{
zjP!Q|vG_UaCTcMso%fig&A0W5ynw^TI}*k%fs;EZz~h3(oYr_a>y!G!*?6e$RP?G-
z*q1o$J>9V>g}~}gujXOh{^KG5>Ys-EuOHLp)qA*|O|Q!|qBX9NvBOjh4y+OgL%m8m
z21l_asJks)9Y$l9fJ|@Fm)OVzFXd!t{89{U2c0)Lm7|=>K~Ci$r{W-b%PE!XMp7}J
zZY@Xq84J~Xw00pjiXL$S_w5P%{T~927TaP~_m!ML336SG1ldGh>tJ{X1-H3Z_5Z=j
zXx|TD<REj0F%s%h(hq8|P?Mhhh%~9DQ*~H@I!X2ZwvKdTI|7~4ngZ4U+MZ=<EgWzf
zsD$q1w-(lIwOpM}Th?NDR5FG~LHe=?TXQp)t6tP{g<2Ok<{5|XBkX$d0q3y$M=J-*
zI&g51dB{2J=N$HM4tt!cd*qbE{cq!f3T?vDJ-Hgf?Bw;xS^ZaIKRNGeY>C}r3cdca
z$M>&HGuLDFWb-l;rDUi+l(GiN%gxnlEy}YI=Ez)++zWqeNBuX#-~OVt8*TpP|Fe}@
z^3P!Ap#2H=x5$xf=u{iYhE6p~+KA3}5Pj;D*}vA_F&5WgmX~rhM<9N+8JL>?gzO|U
z18_Ri+YG>AmscEkRNY|nxaq%e9@FX0FRYID78`~1Eu4a|m?P^v(yj|%auT~Zi5;B8
z4yU58oRWCXN#H0T2l;MNJ5l&HVA;M&Z7JMfYOs<I)`6x{6PIsMne_x-%DEil{eX@N
zK^f{CtQDE@uG&L<%f0OEc1}dhKZ*ra2dQ`5&%!8a50*utquAtv4<r6Mh`x79<PBd^
zBz{zJ__h`1Z~Z%5%<os^xT|)<sBP)WZqP8-$4PY58yCD);8!)7`tJewUE3hJWt&=0
z95#w-3=%^;N7)(q6K61HuhpBf_A-5@Oz6XFI&l9q6Iz~67Yd16xB}|5U#;l4aQnzj
zjra6g=-dvqEtNcgYVp6R^=RDzwS_M3gwd(`AvH{&^Shc;)Z>n*xW`m9Q~jONjw6Nj
z-lw_>bo2xQ{^)@edJ<DPONg`ft8M77lTg;}09GWkPpL6F9+Qd`NH~LPLk}TQ!Ru${
zoKkD+Mb2WnrCZ0;t+eSpXrDf=zQ<j7ql~&;#0mhKXIzA4_7<kit?*dr?0LBJ9B~S<
zWI>>71Qof2FcVBkC)M(J`w3ccC%-GG{p1qdxm5(t%5jZe)jyt66@f-w1}d*C<gi+n
zdXapus4?UjqYb6US5UyNGBv-7zuh>By&v@&3~W4@-;HS$EPC^EYDYnwIED?;abxtq
z&#To$oERAm3SN}aOe<;tK7I{=*;5GstkIc^(0J+w8t8mUZ6vN8!@OwK7`sl*Nl!1S
zGpW%nh;6^D_7o2=F)s(PTnc}fqT64PD|r<=bhn(!<yQEk#cXdzq|Cpu@%(uV-<uIX
zJ4KL(;dk_soRsuYD@Tlo=XG>!sXJ(S<#n|ME}GQ1jXfs+v35lADOB!vzQ<&y+&9(Y
zH2nr*<B7YdX1=K=3pH3Z?6vm12Zv?bd3Wxiu)#lSN!-&mbXpvA;)YLNEfJeq1`lz>
zSiV&@!l`UQr!?{zG<>;#GA@aKW2<7xL$vFE8|&V@x6$|tPH3q;p+YdF@f;VsFS6;j
zI+8s8LA4%tRH6a@VCXHSb^q9y6#Li4<O)aUpbY1*29uAR$y+Ovw@zj8CPX-tV}}&t
zOuo6-)BA8Q%Tu&F<^eXH{hnbtUvM0?c?McO57jaB&oh)=e25)ikbQ<8D>%-s#{#TA
z_2D_>*g;(zr*cKI`_wS<dJ3N!G|sx;H;7fSIH)e_ltN)nfxX3t1;{dw)s{5t6`J4m
z7^e=4m@Z*HEqe{Sc6yC5+~<k9iYmT=M5Cwbd7AqMcArm2-=Lh0-&$``#Kv#hTUK=9
zEsEGMe)NtHV><YOm3;j0-&k0jBl79$;YIyF;&krI3#6SpK0@j6m&n@kQHG+0q&3q#
zu~9YaFU^mXSL#&q{EXOxO9!8@B)I-cou)tetoD%Rh83a_qE^bB*3EjBs;?2X0-|G2
zmgbGJy+4?tAvILAs`T=sT9P&^S`2@n2JPga&Y#svbm9|+(E?RtPt|-vPp5yzKHzBs
zS#8>&X?PEa5y^s0P*V9Pa}idcpD}58;nDTCs=I*8Qny^SV6oVE-S@q^Mi7e83O77M
zv;=i=8`c)RKA5#K#2y>}BIBj)H(jA`qN0_e<!)LicHl0!X@#i3pLm!vkE)HQ-tH(r
zr)sG<i80hc;<Gy>%8k$l(?}1EAEi#RmAQMOjP*;hr^dtU54JMdqWx!<s?3eVt_cH=
z3)OVd>eC4e8a?QuRS}MI4zu%t|8y_SgAV6Yb5b`~Z6sCBsfAIjn^v7#yJ-z@s>0YB
zl47_*n<lzXpnG|sXN|k&Z`?^Q3R^Hev-4^JRL(<dlAccsr{6p@Z{t$BwKymFdTKF<
zVnROHvibzt?4cDiuA|$kqsV5;!}(xJw#_xfqP3(A1<{)3rA5$6AD9wPKKN+f`T{R)
znSkR)rf=*7y-!YUgD8w;3L)d>2ZI?=65)x7EWy!_tOVg`+i21fJHc)+<2|xQfZ5Gu
ze*-+@F*;m9cOr{rx|0A?i(8!C-jVZborK#=mvEEP@@sAJ!BkzdZ??W(v4A#I5QT}x
z+$em~Zxqx@2?8!47lH|0ifLucy>jOSQtw`$^f86B0He%MBwV9K#jFe|Z*driMW8Yi
zTn^+MTEVq^kQ1A-M#P2_Ik|>TWg9sqSD%wZ(&I%b{#qOI4n&iM3v2agKq>S|Us_iR
zXmGpo6;&&(Rn`9u&{_z%0%gEK>B-V4Wv<<z4BQv5Ef#)aWnO(J+Vw*-h2N|@QA}$j
z9_Lm$Obv^J`C*RNp+b~XyiGV>mRI2wC2n-11bn<muv<7C4g&HsB{Xk3R6;9>SH}YW
zLn=`L0C60jhuS@d_=iAk5M3^*)ude&z@~MeR!|UKCb10Up*`Xj<Uc~2Kqo3fZN58r
zX9<(?a*&E)y!ueiP>3Dr>rzmx&E(K@t4jYJzRfv)cA(avtk#hVR7Sm9WwmBvFIJB_
zg(3R1)(4l<q6O+x1t7&>?TH{x{#xwA1Kaa3)HFi8xaw<>C-Ug5qiXN;YCM*RnY?IL
zH7zIo<}DVW{h?Yrx)P#Q#!5`6h8M$Jr@EoqCGmPT9qqpk*n`zDVA)Z|(Mno0c|@Se
zmX)<ixYHC@Lkkh{Txh>YSe&Kp&ns)gNvr{pwN<on6k9_JH3a6@fB<t5ubSLNsB2AL
zw5TSESc)E93)PGi9S^$NG*7OrRdAdmI&%B5_lU8)#avxOjXJ2kth&~ggt}S_Y80;R
zr(^XH?dnHpkCBfU8ueKX;d#_96UQ)zYHHKzU=viDQA^t|ykY_b0laUonZ}ari_O5C
zoy8f=q}S2nXm}JVoUNmkrXzK<DwHc)YoW)~)dmaHq`4NR%k{Mw5w9f4Y@^lQ7Ng<O
z{Y#Ctf2eS4t?IU>T5o~&w$a$ipiEm#P)LGvQBaiDkWRPN>d>Aj#KVMknC0T5wLA1f
zd-VI1=2`_o&)HGyuNYbM#4bRDcft=M@2;5iiqqH!n9`xbm99r=xoGMGuF;K_cGX(Z
zu6Ej8TGI`BuD8cf#gkzxx@xuc7u^x1DY%vPOguc5#isrG##q1;_A>!I8)=Ky_2bbX
zOG>OJFi}ER&5f>gLBw9)3&v>ORck;+`(U8mr4D^C&_2z_@(t@~g%ay(dDFXVHRyP_
zR*RnXf%L6z+DTEJ#>U#+sdmv}1PL+Pr1XA};){-cOy|^o(22=07k{ARbRx?0r6_sD
zNTvm?mL2flF*ZEg7~3#PD@e=ZG2TB8K;=RSS~L1S8D?(yK+8dA6SPZ|Fc3Dn+e?cO
zsKOwWu&m+JAS)DcIcth$579jJ#e<FHVNpM=qJVKD^wWafFHhqKvoqcr50%X6kLFJH
z(=<J(zjjy<FMq3yLmQi64-bK1S;ER5sEbe5@=?k`+!B5<46Rm5)*9j1cidPl#Oo8Z
zXFDC8sE}VQ))K}ey10a^(wk&$0IeQ@TB`<XDLCpiYFQj=P2z!U^GNIH6Gv&Gjxu<@
z8({;3FJmP9qxE#Q+tS*px+zWr^F(fRcJ~=ZFHFUTqVpGy0koAvF+|6XMUM_AeJpyE
zJ?P;&1}W66VOn=;I1cXI6c5y)Z$=MCOk6dN$zB-;Sr#~2es7&ybdG5FbUU-)O!BDp
zF%{t=XK-#hzes$}X@!|iDd0IMV@+hE(3M;#a`Z(hakLgne@_IgH&kE}V7(iyt)PvQ
zP=0=lwqD3f8B;OH-ca~t8|Lkkt(YsaGRqr#%yYhB7F*6>3+U(>9CNhO3Ui%ePT`o@
ztL2z8-5-yapza!g5xQX-(1{b^TkPd0_^BWcLKx10bYVJhCQZ;5QlA+Rt2<F!BFwWD
z3NvjaM$EL5$l#a;&ag9lI`bOJnguCiW8joiDRPQ@9!I{s6&`V7m!fw}(K^$+*+A1`
zDx4r`4#pxbN3s11jS5ZEQmE%#l-`@B?GU|Y(ws@|ct`3y%|oA;s_|#;0@ILQ8_)MQ
z%2tf6xtz1K-PAB0mEBUbCuAZXhzAkIAv4|T*=X!DL7?Ist-3gCrV*s5$wEvB>*wP?
z=CK#%XtSxw0tl^~t8En5Ga(&99jp(WJzs>}jy-Tzdocpz!8C26sLo=2E6$?P>Dn{_
zdpoO;RvVgyADCT?(4MgvK-kISFQhf52g@*ZRi3Yv#cP5LaiJ(ZU5PGXPnTfqo9Ntp
zZ5WOJ0Z^taz__o&#4JT;+4asE7F220Du}VDdUF*9zJm~s`Z4gu@f_xuS#03rh2Ln_
zQS?Wr{fJiu8KdU<Vr>Mi`4PZVmuP+Hz<P|8mGoh~=B+nhs*ymmHfUjbz;Z2J6mb4&
zs9$LhcRdeN3pN7o(G8j}HaMM$ZOArozDr><7<La<LH?stdAu~iNmBn4M?HKs?D#%I
z3zKG)!n4#%5xpC&!JItsSHSnB^}hoC{WaQd0sF3ifAdG}wkSrV7~X;6)7xz0q@fPb
z!?tO@Vh2`e@lCPoii~WaN2O5aV0=SN3V%{#n9~ZsI7PjQqb?JNZ2ie%Ek7;aisAkH
z04<WDe*=P=n?PsKPGDb58+HP_$7byxfg*kf_KLq~k&^g3$G(`({QedDE*thstk7$*
zJ@#!1f7bauGq(6Tg+1&1n!|RG)t$oL%3-sl?eSv7r#9QQ=2UGj+P$+KODH_#brh3b
z{@Hdm+o90r@%YvjpW|5NF8K|krqNEV1m-?W=5I4mcgAnp18Tkxsbv1yG;N<P%ar!>
zm_;r3!`&T}?#$K^LuS*8Ks=*An}^+GhQhJJ?@k$E3*T^h7Q7gvKzwH#?H+*f|LmYa
zYq!=BkBu6%gmelz3|pt~(bmxZ!zdiGSJUz2s8MK1x97ZvkAYK1tQ7o?f`Wt0-fR?J
z&Suf&sg=T0r%E%OQrK-!z`OPLBkFEFjv3gWKJCZ6y>tccmK{2v6{BBHz_dB%(8Cij
zEqe`Nf#dk|-a}d?+H?@TF!Cg-b*89;@V~x?v>9TBImXB^>Uf;8b;smWoQoL63N1P3
z*!A*3gH3NSX$~XOcMdyPz=v_L;2?U)DGwZd8C}7a=OBaZ_ZX64))fP?VC}BQv}iGv
zDfF6c-}VuOo;1X>j-a)WD*plDC&#gJnEM9?&}=&Thi!z^I%n;Uv~%bV2PMa{b;o1Q
z;^7=Vv>$RB4i%0&rE!GQV9$Io8Y!nSC3Uy}3m2wwr?COUX7R>nwBk4lPP&Tm;y%~T
zk|!1N$d8wDgG~vleinVphRVE4P|=p29@hftVwRRJlwq|k4z*8l&s%YsQ^lKVj5Zvl
zPG=+AdoJs;o^$!|>FKn>8K-3NGAyId%ALndG2<HS{^xnj;4_&9VH&-;4$EU5gs07n
zS3=GDQ#(b|ZXipi3s@1+?HlNyX;kp0t$)&PT0tLX8oZ|28|IvK>%n-aPrT1j-=51J
z>cd_Rqv=rNyi?R?Icm0lwc-laYnA>6^x&(=wQ}CZP|;GU(QUZ>ut_+I`}3-{jjr8>
zz~O7!JF$2w8yOHuyki>~kM3CAs@7dzd&FH7eOvB)xQp6sxfA!bcILhRu8A*jT<ng(
zoLgEGns6T#^Z%ul6DPBZRQiGDLyP~?7E#DU6b<+r$!o?V_!rBr$Npo*ar+<qX?KV@
zmKOXAv0`^&;1~ZQlbLZBTWDW!Nf-MCAE@j-t-bi+t7cDZf!S6zv5%3+u>FDx_px6v
z@F{#RCk5Zfh&*>+D=hlsWnowG7Ws^4P>m(nBfPN({o4PbRzncOd7)*Vom>BH-HmVl
z0+5WoFtI(C^R$<{%{Tf+QrtVNV1~|Pdtt_>(V&Cu9jE<^FKslu(qep@(~`$nLf3hX
zCYwLe3Q+wgT5+2A27b4Qet!e(`=4kT6#W+Eo1SXN#hvq5z*=Mv31{oZ4pQtp1Nmvi
zkG8zSuyqi6piriy29W6m@{Zr%Lv-c~t&sSNX+(2nKK^%wdoP<O#=L|le)))cw_m~&
zXMRE-;vKivcQMR-ttFD=j-B!spJC{+uQf%$9z~LD3ZWp$<he~SRT239^Geagv-kmD
zi*wS4ciI$ln%VXywsC=Y$7^aD8~7<{`qTHCDj<>hst)g%v$;Y~$yCO8pGG1bR!qk1
zvh*WnmyVybAWGIu#xtcqX(sF}p2F)^J*z2Z`t(VAP2ncU?xts-v_16ri*{1LpaWJ&
zXPF?)*5*ykCZ5m=Pi%$P%qV0pWsGz|A$uv~JQvo=aTn8nHqoDR`?1u2m1K&c6|SgN
zK{izv%cmPXiI<9*@XeKO_>X<_(Vw#E8AZ99uo<VC@Xb5TzDbF1t$XJUJ)y(cI~V(~
zQXM*c1$tsOMPpC2hKnf}&le`UnEb^x-)ajVz8cKm3kJjDGnu~RfF^f0Q*pywF2+xR
z;t5vAax~p;aD1XsZl*tIK`vM=$*@{AI^u5HMlW)K`%wzaZL`^$+)!yO0tA(!3z|Z_
z929+FXIXv4;>7wk02k+s*KGzcVaHa#qv$QB{~W}9$`*z?d6}9}_k3vcu9vACjzEky
zanmL?KL91<Fs0Lr{3r~|X-dPzWTVhhm+Y8H6x_=+fj$?2QyO1}7gf*{>g6CKtHz#k
z0Cmi5Y9Ov+$c5!}DYq#AAI_92PJxS*Q5cuy*}?ysJf^nPzz5jk@&YQmXpf)#@a!iu
z+kShLn#!Mi@wtFi>=_@EN}uwY;^~qf6fDnYno1S?(GmNpmp_z6^fC>m+y0!8_}zRK
zG8`0|X~j?G-lG3})(wT`vvdd_Mmppm>f)4)#>udB=zT#`C+bubSW>-B(PAy8Mu?=-
z#Z86u%7sk$f`o1*;L{U)Ow$G0R{~HY>0JpM)Z~&@+aD~+N<NlE$({n{j&v^&I*pl$
zT9#%-GfMw=khvL1rc#qKkR23&9@;yfvdWuk(dRNI55mi9^XSEknD9NNF6Dq>K~d8e
zLA+)a`8UYq$-caCKrm_>ek;DW7I~F78Sf?)3Q}|kUIw<Qyvfa2@?#5TTy+GsCuK~Y
zLN0O*G+i}b4-FBq;sU*3DN~q$_d|aZ$<3^1EWWE%z_@!-8m5X0L1R<OK<n91&}vQQ
zN??qyf&D~_D*<Dja;B~V_D~EhC@oXjW~sH6xut}8tjyASft@esr;GyT-U8kNZNSM`
zz!Rnnr?Lf{_A2(53>QtPU}{d?s{-Zg3a0#c9@9YLb<VyuZ<T*r0lP&rvZCo6c~?hx
zSVD!$nmW>%iY7BX4>8@OvDLxx9O>0<EJDIf>|uS;Ya#PD2faRwg;;(ebIq~~d5&Aw
zsjRP47T%l%3%fs5LD>Bq2`c5o5O!mj8X=kr)dU=Dx2&XJYof494bw(3$yOLu3x%B<
zm`2d4S}0@>Je8=8z!1IA&fozE493edH!-ZjdJ<}zii_(xR0r82PNDi!jUaP5suE#p
zNyY1-t)mg92r-LmIAz~jF=`rV+Dw-l*zi7fDps7L8(=)VXlO+)x-K%z?B$@XgcW<~
zMa<467V$);1QWJ62$ysUz8JSN+hIOi+ti*so1)G5I(SQcQ?91bB0GDP(%;oFl@(}R
z6ui7kJ<~dYq-c0YBMOVQS$s#d6*uK>&Waj0H{lUFU)L_wJ;oG9+bXDj;%cTI_0rq?
zHz1V4Hy&VwerjZ@P0?+kZDeCpNy=zziqY}yxOoKfZ;wBkwwcQ5!<w3U2>PcErlI(@
z%wpL8?;UMwO6NME{ADy|(87xi)9JCDO=DDJ4BzUGxZ>H?RFiu2fcCVuCU3F(VhT=C
z&|VKjJG|B18}9^*hk~FErek#an#slZ>7@QB!DysxUl*L9;647dw>M-wJDUpXIr^A>
zW!jGpfc7FipuK4_wExrt+P^Ra<TC`}rW)-HG&iQczW8tXc*x#p2ibgspeSEyc#*B3
zCU5pe_P^E9?+-Qrc>ZC^#ot-BdnoFyjaBmMIfmH)j6sOP<BWO8Eg71l#zJChvZ*L-
z9g9%}<Aqb?K+{Dk_&o{?0~)`k@z(M+!>>_;P4o3T<Bf*;4Rh^8zfFYTyP>B1;?pID
zB`IQ}$y1M>Wa`fd@1Fq@Zezi<;Y|EDZ!9Lj3N&XSdavMI5Ux+3V!<_PyeXA)bxnce
zwEEtZBIud3t#mpP%|$Cyuse>`+Skf@P%2t+JlCsl_{J~_T!<PIXTmLJFN9l&vrPE*
zn1_p?yl#pK-=no~iRp&P=<pG1U=ia|M*2)lx_1_s>X5h=b-OP#l@fa{W1P<Xg!FCw
zTKtEv$icBxpt&^l2{YHq)<>s)gzBP;P53UKg+G0@PT~e=(uTX{*E2U*dtm4mw6J##
zjQ?eesV>!DYx1G4TVZ^Bv1B-%X^a>3e_3lfO(%avsNG9K4f7bI8EcRK=mjsZ3C+|O
z>84o%884%v0Xxul)7J~R^aDGrO^w)#rgm*XT`?0))!AzD5f?3Ij6NMQ7-ix=*5^!P
z_%_ol3d##w$M%5?dOr={wsgSWrxFf<k>OL~bEZj$CO&dTpEQW=MQh3_gIK1?2XCi|
zyMnG>b_yi%ZRPlWv`o`+I(-^CDo2__jbEoQ=Sr`^f19eOWtoNxq#iPLr9OW^Zq*?q
zVKct!@zkYrR^J+Q8NQWy5^nYJGX86D%H&6}SJ2s53FN@H&0a<A+C{DQ(j(89S_}FQ
z*G*Shw~xDrZpQ_oJh&5x%I5nJu5`sz5_fH~{xQ`S2Iy<9nD7m|mme6WxMo@;=o=nc
z>rQ)_-DM8k18>h)Mq~F)rEuM4#XD1Nai~hmCu0wV`AUO0b4)g0IrbVlb3ZiUE2u`k
zwd!mq!0sns!g@CZb8Twz3Q=Z>p(+G7kj$RqXqEE0;;tOi=NAtV79ToG=25!x#xz9G
zn<?h}qB+geb~7qoGw)|(u#AV<I_8%M=9;v}!(5dLh~}cWLZ0bv4xvO(vyYDNFUKv;
z6&95JQ64ti*dL<I?^0y*UcGM)^9-w_)yxGyH5`rR<uW(WE2f$>QQWkO%`xj&>9ePp
z4oR3OZK^%-oVJnV8)Hq#4J5HaW`7#t0S3u=(b|FL=3M0AX)YyXu{t>V8J*u;NXKx%
z3l6;sn2k{o+ySB7&C47o;F$?Sv*pw(yLo3iPx8GBnpu*MSF;5d{;$*wo<5bP8b0P=
zvBYYgK9z7PJJaceIE_z;k*;{BRR18e7d6WbJ4O0{NPGZ@+{|q*juS|uam-!8ejw65
zk2#+}2mC<ffI(z3#d?|R)98HWqj+Y5!EChJj?8RM=A1t#LqUbjp%w?3Ih@KmPGz-~
z%4(<j<~pU4;z*^WH>jA4+Nk{IZ7xn(#mvSRGMI{+@oukQC2Q=%G&J1^*R^PIar6J8
z?5zW%NWN&{?Mgy2Et3hdSRe`R5S-xdgy0UrJvi**zPRV&wz$Kx3=Y9rH2C5H7PsIK
z<U3W>1DT=U?|X0m*e28W-a6;rvMvo%oSar3-Z+hyEk&sy+irTBRjB65237IFvO1f|
zN6Bu(Ee-CRqm$6SEJ;ErZ8cjhET2<yAV3*b(1L2VY<TiI%i*CxmaH)K$oscH0`w#U
zSl!4eSrunhq^*i8+&n&qHlFsY!P~mJ6zs4Kr%rin#hs`;CMk3<4|r6hPkCHC`s9^7
z*a%Bo=w=nNb;q0>=b$X2h{CqaY>}ntd`k*ABr>0^429>g`Ov}rex+%4epflcZ#mgv
zVGDC#g9{>i;hsK!g&c)|7hQz03cKTay`+!}ar(k0;%^eh0eAL`NjdM=g$1t^WjJu9
zIL;7rDe++_LLRb9EFmxCkVjFKVlJS`Lv6SzG7O$8O<9Wr2kIAeEheL35dPg+9C%UD
z^j0W&2_aRzgbVGl5)v)8%nJmiSGvV&x$rMru#%P(z_k%8Dd@g$CQOl7$*!<O`zOU0
zwvDDQrGd6zE0o&9MNlurpb1iT(}%Lak@FNTKXf(oBV^BHLODPlS<Kc=q5sMW(ZKR9
z$kF9Z$R8z)-R_XrNXThc2?zhWN<e0K#)Wwo@^_bAYYBOk%oEp2qS`!KNqYHL>QTy;
zot0Q6N=LC(ZeCjNyj9AUUZKWSff{Y?INVKA6{w5R<Ek#yovKOHbhsKS7!Ly*Wu_pB
zdB!Sv#^nsl#5P%CUN15KSpk?A)^uSmS`nCctfF`)MsKHu0}Gn#ikKBe`4d?qQ*DTT
zZ@1+OQDfS(m~FZIZE6-<S$0Vp@^>fym#jeZN0{0EwUlzWOKnY5<*?+dMQj|aWtD>`
z2k2oJ-`y6&Ra+#_Vb#I2T|F1i6g6zwDRTq3yZ|+8fPy-`hE2yHUIVlPINH6et&r2d
zmaV$N>aOPTgVeBwuE2b4XcLQjSr75fQDC)OY<I})G)+RDv|47TNtUuZEg?H4<cf6w
zIjpIKT$=qQECg(FPi=P+I-SYY^AH_Hbfv1uSe<K*+_ku#ZM4G9%H%zi_sB@ZwJ-@i
zvrJ-d5`H*-2<D${HJN>lh=jU^O7^y8Vd@%@y*=#iv!u0K(n{7Cw9>bhw35?`#;7#&
z2{V|o3Tg{4XPM4dm*qgIx81~dxyW~0+JZ~prnVUht0~jWy~fS$2PBu6b|#n3LMp&R
z>R@6n6C{_hCYQ06b`M!{iQ$!08QRba9|T`oqVoK&BM70oD$CYOGi%)89dY7QDg-6I
z3wShcZJUA;-v!xk4L$DS%2*w{O6+u?E1F;r1IH2}=bIt>q51Nr61~x*@utw8XbU_P
zj#~o9<f?lMe5pNJ;PFvFFS<w_I-p;XuP2aYr4BuTOpJ@W`n8AYQ%~Rz?qrKns9rB2
zHKCUazpb~4zfEu8&$`wvKBp4nA1(0@m-vTE{2mIYE%9Sk)gAxfZou#8=fZFA4*aeA
z1KBc~(;vui*|6DIpwm2DHWs-CfW+Y_jMec@AAASlJp)`ciu`6a7jfcUz%q9t=MocP
zv}70p@l_J}Dv5X~oVO%`8B<O~tZ+8^*cwscLEv!YciXQN+{c!LcK1O|oM{~eG{$$@
zzQF+3av(N0wCZQ;L8toSbEM7?$oCv%OX0+COkriEtp7SUw_lRQqWMs>vTb20by*BY
zW1|sg!v?Ms!_fmRMXy-0!AxpmHp!^c@A#g)I9yVy$d;@V^~6GVa5y|?pzS}ZIuhXk
z6I}W8=SW0uAzdBm3P!_GCh%*P7OqR+pC#}Q5;z{bN9vK-4NKrxCGbthaEf8$VYbRt
zX)G{b8)nO>q^GiDY=r{Su6J|jEsXu2z^9{QKBfX%jIagG=+gy*K;xk07-5T|UgK<q
zS=#lqW}Gch_N+6GmlUY)coYi{b8$(;iOKA@^`c(wi!-wMgiK$Nw!=gCjwOX#l7d)k
zF0S*;I>wfg28>3nRCuy2j9!km)y4#)AT!&Y%)KP^ayAy4iVI#hjIqt8xzj;p_*mO1
zG=p3NyN&YBa0O%a46|fhl<+*PVW$ZuHR#n$NOi<A!B;K|Wut9B&CT7DsKuv1&;(mu
zvJp}~J;9c8MzcINIyJ$T);W@FVM)aNK+%PGDdq?2Y@qnBNpL~=0-GJX%0-H`7s(V^
zRHB#8XNzow82_-%v=mK=n9fH+$>?Y_YK+}WVGtt=xY*)PTRmrqiMCG)%~;Me;$&NM
z%u21spa6!T&6B~ttcJKa8SLo>p1Ek@dYeBjUW5OM=}3Jo-t*~5#YUTV;Io~-=MI=@
z+e{7C;brbwwj20#a=k3Xfn8kBzqlvq4gxS=%JC-(|B$7KTbB*cc)!$Eot|v~y68V`
zUli)M1?WyMx3%$dj@fR*meeh4ZOe%5hUm0)w#)bshw%#JzZdN?j2GDp<6^Q)7*D;y
zR)<dRh46|Ew#ryiEs$(K2$%`Z0vm1Ry=c{bTbOgx7TYBs=Cz4p+oKD(<DkvXJ|_{!
z-e)@qWwF3;#6dV`;~LBm6+UEozGNZ=<*W1KPMb|(EjGzhS~fWg@3zfUSd+v;-$Z8S
zND~eLsi+7A($a@*2GyQo^QMV=(Z=>Yie!EFp*qQY9F@ahYIYp?v2RX2DYckjx6}T8
zwud;f8os%^-!@QT3pVipL2lSTkb7~-){nmYBl9iQKY_0F;7x7?8atq3ZQa>5bdyz_
z53os|cy(D=@s#zZfPZa2&4?-#7mtg+acPAaNHC~RxlaT4nZxKaec2?=Y9aes0K%u1
z34H1i)O}0N0{Et*w!R8Wg9}4(q>H~hJYR~tgpaq4v62ESVkzY(Ni^ClYLR-IB?&w&
zEZQtdpjG1}L>RuEur*>sge?lXXtUAuleUWN_sybO?Z4U0eVQ}fDVqb=Y+nYEj;GNv
zz&xv!pe~8@zG4#DYAIz%A{Ql*Sd&PsrL5hOh?XcCAc9e!Q#L<3bq-mn={1C;%6VH&
zI)5Em=?$qj(Di?G-sY{)f*Zh}?ION;S@JC+2fd*@H(fbs)lCz1sCegi<L-o{0=0s}
zedEx6*4iT7U&~T9nI&q6L@mxT?E5c9pr*zF>j&gE)<?qWNu}=s&WhW%$Mo-AfQ`Op
zD~Y4g?tw{98gS1A_3b?q>IRv7&n<58!c75Ts=Vt#!3856?};sPj_-t}LMltVDI{L8
ziF4U4TQxEs*}^E>ZCef&FU>r6Pd5$CzHR$JtDk*G?)4nVpHtX#AQzVvZhOut^9#jt
z{v~pdhlxPpWeR)=F>z>r6(I&23*vunVA4p0;$8~eVQY)N&vU>l=nlM(K4Q!(RIKmr
z+fp)G^9GozJhG7&n;<OGhWEDgvg)Y%L3)!me?Xmw>7!r81zXhaBMeb?pS0}ocNKq@
z!Ix6SVE=K{3)^~j|1Vw`l{?Pxm+0ECJ3r*G-h$U7yza~K$(B3%m8~hw{|tlpS56x7
z6+H-_t+ey2EiK`a+Fwa~V4F<8y|rzm4sX!&tMSbi=DhdDHj`n+cv+_A_rdl;DBS#p
zE(iDItR|{-<g6`fVTaFFw+xU~masNkMOD#qt2o0_m`NtgxCv*o41Q)(;#HhW#T%{e
zpKPUVvlQ3Lp-?ZiBE9;Aj>G8hHb=Mv$l>gkV9Sg79&Z&_E`PSIRj`7b)8OfQ$mW!l
zhF20*Oj#@Y{!fCrB&*w!)pfAq-KgvTC-K~tys%ODdqv(%QJc{|KREKWqSi#Ew#1<p
z3i#$uB`;RI^E=$c9{KG|9Z3~cX!P?^mt);H*Kl}f<ioki>Nu*WK}_uUEMX}YN=j{%
zQhpf-YyP*0RO7$pw$H|v3i&Mw<&}h7ZL1&o`>M5RwjGJ@_f-RFo3EOk7CTga0On<f
zYM#qc(NF!IItM_gluZqzf;P1>9SRUa2>}oiZR&uesvOMUA@L0Q+b!c1mIQn?wI;hN
z2;gYUv6`9{58)RN`68D13kv+=s6WKRMv*#l*Ka9+EKXNL$tNX1eWVg8)pRpTy~Sr9
zE|qZ(GgOS|pGk?#b>6O?QdsJ3qB{Rbtx~zbUr!~$Q~uN_ARpbK<HE35TL#LNRIP#4
zACW<7D66}T)+JSO4yG{WsZhcadok&Iv0U?dYAm)Ml?(^XDS-gblB;>yZ^BkUzin=Q
zE9Fa%d*kzhlB;*9etMADnnI0GShP&pL%Osq9<72*I$MH3$3vzJ1$R?3(Yh0ARV)MH
zbd<B?pIXhx&RW_mYssdRWFxi-f=v_ZoB>37rctZ1cft%Vug#qa{;e2`jv4N;kD~*b
z)Z!RnPoGv@Og9464HTRi;d)ICGrPhNo7u#jF$-|NcK1ZZ9}N|YaEc;O(<$eKYEnpM
z6fF;hN|wNJI{`1#Vk3RCV6_gV&8`+_$-`*)JbVj$4OTPZUMOxZpoh~f5>?Ddv<kGR
zq3#*gF=XrSU5?)8L`;@vKujni7x?s`KXM`a?fGi}dFO^p#Nxa45}=1gTv6a^df92o
z=pU024wK`IJQS*1GO8jOiRHKAa&|2ba@Wl)Y8h&j4+t7(Rf}MOCO4=&qb2#(bk2MH
zCn{b5&>Lh|FXKDA0H8mks|8%4Xjo8&g5}swkyCN@j=M9$WhN4LOIF`5f>C+9yjv1a
z3x(R2&}&NQ;-k+6y$01R0@Ty<AS~Usi=x_@o)`U&dU!DxYBpZHc68qE7O1+kDZe^_
zCWgU^=sm2o6ssp&h+`7{A&l~(g<yv)W$Rm_uOrcmTY&`nR)y3mG@>NZy<12vz#dCm
z58UD5&V&+bJnbnB8h;c~(ePz11Lr@$>L-`;|1D#dgV3@l2Oj#kuOLkA!Yb|%UN5^t
zjLqP|hd4Y$n^?kb=$T&t+mEQYT8`S42lnJ8)FP~dFo+|6N>u==MI}_6$XdaLn2nOj
zwcX+7_~z2_*DJalzr<1uXWQ@(tOJt3-W}5Mdo5*KS~6%R8NB#M51@QC0RCQCwE_*Q
zf^^%ILsfcDf{&vqRRLbyZj0d=+>u>gO;2ZHQ0-=@2HC~s)ecPADLfbFP6ekL@~^DC
z)y+VRu8u%>$g~lGz?50f+GrAr?-YT+g9pMxw5=tLNJ&F%02G_rZ&gBbcA_SrwXBR@
zZ=|q=vw%+50*y(1QELZRRSVPE7=$V^9AeHY>Jm0YCfQ=ATQE9E20d!4a&lsxrBp{=
zjx*4`YHD@Nrg0(|=V@IXjlp(H`A(KZ+ItcyTmwYxb%AhO4G_60iCiP29*E$`vYE8F
z9$qG?rA}iBu9u<p@ly09Hq@7H$9XeLnxh)L=1#2}?@L6nV!J5dE56Wo$@>rrS;}^|
z1l+|F@W2QFuG$!w5+c;x*bmLqRT|Nzroc3)jyj#nH$&@Hib5x2!Pw$DYEC-a4z=uz
zx@viBofjw@?Q#o1PZ@w(&0+LP8$H-ksF&<pbeW*kVB2=_5{)JAarM>Acvu<jZAqsG
z4R4^%phqo{)bNICHtOFH=&wi%7u{j?b-rq-HpFF=ktofh8mn&=Iv<Jp=OU@CUH<>0
zwahehr!}&@hXLGe;A*un4K}<h@_ydk@`Dl2_@0;}bx(1CCFZ^&1fnY^@_s}M^eU^g
z1B3G|V6y&hQS;ZK$o4=b&gnxDPD+DXs@>>Kdx&LfrA}bIgqWkwZa3Etl&<&cXy*MX
zmQsU6Ho^dp;IMAD$VP0PrR-o!4!_H6B$_Xf@S~Y+)ataiGti}Ji{|Sbb`cKuE=13|
zfWzvx>LMD}74Js2Q&+MV=DUDyF0W7OW>z+LyTR*c+$jy0{pW2R(0|UoM^ydU_fV0J
zY8HkkPsQI|VT2`O?C?eJ=ZDwro#6FmJpgKICwM)4kMMd8+Sn6)m|WwNQr6BYQMq2o
z`weMxl!}XnI;%lcpo=<^brr&n8hhM)KU(@eythead2f*MkQu{koo;N6;DOx{`>~pz
zt*|sV){+KJ3F04|BIAHU5}Ml`m3sDm;E^gyEkr*3k)w}OiT?2Iqi93WNJS^2)M<34
zKZK}<8pj?<vd5{_09OdE4lpa8Bvf_;DxTx++$JRI^<>>Ef{<~q==I<W-b!JjCHiqP
z+hDDJciKJ>a31zS_pz$9P-(B5J15i7zL;F?I2dB6?NiXHe&8qS9<8eUvnU-H47!!*
z<6sw$-a}09A07hldzi$<3A_WbOcGeUm$zHkI3e(Rh+;#d#rWoAi65JM96SW#C_)=O
z_)V=v4Tb|}kKfh0RAvM)9i;vvfC;B2;Epg}e2WiM2a`GyLazs^YpLx>AvABK3wVlA
z5;*&1pJ+!9x_bk6CAjJy7P3zSARSIUo#K<8rL$Cswj?k^64+E5M?U@_Fl?wAPG!d;
ztK(p{Q#d^fKR77QFnn0{{R245(7Hc>bNp1CO(4iz9;ObZ(&Ip8+HiFvYb6js?Cdxf
zooeGvI)f#;GW*<uJ2w%Xh5YnZEfgafg3eq^g?W~AW=lGYo4V0CIa&>*Qlr(<^mY;;
zZXb;jw|^hsic!el9mWFcGDf|`;)Fxh8+ggDoS4{$H+F?+?-+bYhz$36toj?fAx)5N
zhDnlrm4W!QPh1}H$ufyWKbT?%N6$H^Yf@r<B0qLYVPEslkQQ4KT_A~ynXMmjOE*!q
zQ@aUjDV#XQEvqH>n+$?v93f!Pw+U(<R&qZ@zEKPLLm<)dDodTcC#oY9bhHGpCi|V)
zC#zL3J+Ys9Pf-uxdl0{8r<PMyHJ~rI-7#0^p4>!WXNdehRn3>I$#;vjItJD1+q!eF
z{j_JQ+8O5{{m>ovlWx~(YB`>a1t?rw!F!-R=9ne<z#Nq1u<yxq%-u1l<}%rP2%CYC
zi30*W_R#H^p=M@#Ep1}mp+#|CD!qy`5q^}0NIE+o1tBMQU<lQkrB-D3_KUV5j=~or
z@(*UIo9NC$WUO=1>T#yTh~gUOjt@(wIEQD8%u<lvQfl>&yunJxh(cXFMwWu&mI`Yu
zX{?kqn$1<m(~G457BUY5YlW7f<hG!$%YgaoJoOxXTLxZ3c-H=vjA%80_AF2v$^1QQ
z0a~>oB1x!BUG6Hy>IxJ8JPD^oj9d2EkO=>7Y`XWsArB`0?Uo7~E%C3D_!Avyxmc}7
zMOTB#&?Rbhc2nBA=AQUwax7JEk#j9r4VJyr(toP&Sc0WA`j$K(XV$@JvF&OQI@lq9
z^A5JV(Z3QgDt18jvhhGQi?s(<3R^81ZI+D0XrpMVUoJ+MdHqVX7(pvhFFo7{82eVD
zn)-XCnjM{PZW^8L=9}Spv35V-QZ*|rSdEB^ueP_F(P!<wTJ5W#&ut1%-2&k#Z*?Hq
z|AINOH>l%ZC@YN)xJ79@MXpo3vuy`>2J_l-z&x*Wi{#@Wyu*^uHp%D5A!Jw9t4%4}
zHYD49gW8x1I+52dQWqx>rQN8WqOVTi&A3VRQgGIoz<ZIVY<J<c?J)7;2+6peh{8p8
z#Cv3yPmK8%I4H_R-h*<?7vs1V3VSV4?~<s+#k#Ia)1R_$MH}tA8wi|R)lL+#2hi)#
zAA109a!w!7z~N(T8+ujZYcuU$NVeIg#!}zCLUP?+NQ#fOEc;~Xz<yu>s?I?-zaL1H
zmo`Zj>ki7igdERVcqrhdMJ2UgvJmsvV1exrJ5>!A93vYgJpgQTcB+-JX;>IM<Bs4k
zg~q5j0dtqSlCm5^M9S?}aq;{MA&faM=OGuBLWkuCgQ8RD1t9Y<bd*!+f>mh|r_g?7
zKO{O%*)2tnS&}#`Nw~fj{Ao){e!lZD;E&yp)0~g)$LM3YG+5)1n;ZY(B;x4dKad6f
zbkrqAZ7Zv-Q|6!TsLTnqs8WM|JK-Yq_JkRmah66;${fZoL&U-}&dO`Wp<l$UeCU-6
z7kI!pWy$Lw$xCeT6Tzu+1fSCn&%o<PkDy&XDQpECcc*j)r#t=aC05QPrNKwl2XyH?
z*tI^c?vTXruicdI0`l8&>TtouDei*gL<KIQlzZ5Wl|6JmxXrR27G);mVREEaGoXha
zdK)qIP&j8v=!_)vV=2bxlc<a1E(6|#Q~1OS{THArQOAGPKxg*T>OO@M{#C=A8P2MY
z8P&fkUQWE~LY(B98HJG&LZ!oQp}i!s6<a3ZE<SAb#|2ss(aV--FC;1(Vh--!MT~3L
zx(T#BFX8(x-)#UoNF8nikbYUcNS|(_6a-#TQ()0voOm}O&IQ)zjtTY`DtjOPI_M7e
zngkniMEEw{5dk)xrRa4_u>U3kE3O^%y$;uYx(Be)*8#T7eE=#${qF;iIJUg>X|&V>
zZ>fKgeiP$f>I1ZNr>N`=HM4W$O?5c-GCvR+^B%Y;q<Cmj7%Xv>IpXH;+mgaUT<gm_
z+>*jvOVKz>3O6N%+x-3qK_SUq_}l&j6lUDTc+h@nYma-fcPa3mdXqXngYOIdr)r9F
zL&zz6=*u$~^#0FH=%37Y(J$~SZ<yMgR=mI~zKkj*#mA$a+(Ua_sy{8Gx@%(Nx7h|f
zQftt#c)*(dNX7oCcsLp-x|%1e)qSGQp%af$!~gvXkg7gWalmU6Zo2{vd#%cS*gkKd
zEv7JVzYyNwcvD^nQu4PZn3?kDC*=P^C2Vyb9*-f!&GhdJbv+(J<*9HYpWMFo7BGV2
z)mBvd1MKeNG%j<YLXHbZ-D32d3ctd~)tyfed-)23lW#1=P=|{SW`gOp0E+X`elqs*
zM>WUt9~13=o?~V;m&Z~g-ZJjbrEkSSA$!u`=!$>ep&`omPQ~HKUjg*gJB*JUe1|zr
z)D^&?M9lKn#ESW(E3qqEnYC2ohg{TpukNGjA2Ah)Awmu};+PxvH=I;s+blnG4t+*^
zwVbqG(d6_hKE5q<(7pKnVZ2dLWNXm|@gCb+ONDoq3}4G}6>%=#^UtX0MtN(+sm~XD
z2Hy733S+ld$|PX)<%_z9)+E8Jw_h<a;O#4375Bv}(IwdKE5VY(Pb=&=?N0AgBB;5J
zi)tj>aS0Wx3;f^@4}}CvsJOp^&*Qb~VwdL#;yj7SW2_7{(EzJ}mllGJUBX)R<8I#l
zLUX;e$JEWP6?g9Qh8V@#0lzx=@mLA?WBfI_y5J8>3*Y4Y#cGLt`Ej|l0N+*|yGLrs
zWxKSW7Kq{I3XWZzI4M?W=18ukr5k=)87iC%@Eh5*rpgIn5Zk#nr_chONmQ+#LREhS
z>RFnG^}P?p>wshK?7aNsy$G#S!i+dI$LAmMW#%F0O~FB06wC6D@PCGX<Yw~>ma;ep
z&VmCDlO3T2(eDneKV?j-p??*i<)WcBO{K^HEf1?AY+)<b&2(BI0e%D8om|_EeUVx@
z>X#nyz@t3>ZI?4Dxuz+sol7Gi2$2vMB1{P~Y0#q}<fMxKxP{UtN&G2EEHX(fk|aE2
zfy#n}uOuM?@hr&4kGiMQn$mw6kg9iTttmS!Z5?n=S9dN?tqoD=QD!a7**vXQjj=lt
z`vDq~#fAMt785)B=6X3iD_-Ua(juu-HoSBeND@RBvm^H%AU%inQ(cZ;D0i_qgI*NL
z*}+;Rx{?E`sYA4!)Fh`?&pA6ptEtf1JcvL@Chem$RVK|xVJ%PasMFM(n!j^$K@Eoz
zFU+c)pgKj6f0kuKtH-wekf5GLHL*l=PEjp4Mdi>sQSM?$Bw0?aGP^G2c9+on>18p^
z?p&W!`^so$m=@;zFOSyNhguic>WTU8TqU3+7UlkWQX~(h^t8~ynp5$Ts1eY3(X5hM
zRoYirn}IrVS}84*)jmmMifAkFbgB4bgvcsbDNT3qW>=hfdNa&NrA5V%<IbGJBH7+$
zkbK8t$W#&K;M3mpM>)9rTQO}Gr7e$FXTr1@)VI8NwXVFDZbtfv{U}QXSyi!3B7JCW
ztN^X&HXJ^{Z{4OM6`|U%B;s(sqEJ;U{T!)u5}KHTFI`HDpcj>(b)uA3g#N6IAfY3Z
zPNC0L;Qb9{v_BQ*IK|mIZ&%aGDbhp3YM36nP(!OnCo5=OXnRc<=~WTgWoa!<93kx=
zjsSJ5q>Z56;b=<=Qr<3F3Mx}sYr`f9i*%~K=FhU>A|Qqe##TjpO$Q^8YLTj1Z^hZI
zuGZ$Kt5>n1mglk(;o2}7(g-QO57+u)x5u>RS_PKJj}|S(@)KC<K*b`o@ie;$65dE>
zYipZmV;ya;vuiUL<*j>cD}clOG(%}pB+Tq+r1hqztw9ERYLjvc?P*beEtqoG)k@LO
zHrin4`6k*N#W}8>Y2bM$82H*sn?kEP!@#jf#H&{qxNl=?4O_%7brsF$zSi14o-$4=
zY^xn~&h2h$f9nP9w4Jp{w7oa9?{<crVSSK1wz4OsD_yj&^tCTs5ztK=r#RpBH`SUB
zf?BTL+C;iP2x_l;!$6(ENc2J<Er&uKhCroQKW&eqtfP?MwL<iCILg$8p&Cx46K5*4
z9S${qY5>+yy9AQa?fTk01&8vCKo<9krHu`=ZP;ucGSW1FbM|-^=Wfe5Ldz{CWM&W2
zYEjNnuof~HB{aK`4#*PgR_E35qx9==cH#EH+D6jHKzQj8?HRsBxM{2>UpdCi*qO(g
zjTok>@ygRqEkBy(V4ZQ_f`B+IR&?Zt30a3nn&Fnku?EjKLut!+V0bbDiLa2#f4T#X
zp!OrR!?bM@#M+P2F5^Q)K>d>{Pj*$62PfmDSp9~+IlwwRY+#!&Z>^MbqP6-GD+fWo
zSjyJ31RG)29sE)-)E#N4{2!<%GEGOi{c$$~-TXt#k1xc{Q^6ycO3%~+oo&Wx;R>Cb
z36Yl*w2zc~2C^Lf^%-9$TrME^oLgiX`ppQKIFfG7f<mJt-oaEj`e&g=eu=I_7$W)n
zevYbV_051&vbkA@huOxKd>TkTVhTp^nKD=Np*vI1gXlL$3u6;QC}xV5frd@h^3l0@
zsJIr8Z9a(lR`N?aqxM^GXPRl6s?hxT$lfidYpWG}PYCu4DE9(03$0op>qZ5eVmRRi
z?u45QE*Zu8SC$~Tygw(W!`@3S9vUqyxioc;O>=6vL<^&Sq}68W&hu*0k><Rcr&~Go
z*;;3XoXa%qPne@+U=*-iE6mcIr>e`fKvAzBTyECu4TTB*E_?+#BBIFptwfA?k!5|p
zzpb!J`{~w!RuY+5$iHHt){OjDL$Tx{Gz-&KYjvGB7HK&BV$mAFn6^Y~#+dUw^<1hH
zaz0<Hl{Kq}DeGNn#mkqJegiJ@X|+OI#gbkS8QOk<O03k*GCa99LEDa#Ev(wWb`p^o
z2K$-<<5Z1TYj!%jN-NEZ3S)i+FUZLc>aiM)Z->=d4p#62_hLXO-Xxm!=;BBANUTbI
zzZyvDOXUcca`m<71e9B=^<@#3%3VcfXT2nW?ia+=4<0;P9_e(Wko7o|X^Iq`aDfi4
z*D|pQma^R~Nq3>v8?**&u{Q-B)U(l@4O({FE>0$}^A2t`m%LJZn>)Xr(p6%;_sEUt
zbzIxVBe6-#%Kj0F;{uYB+fgLsgx*!$9KB$Z_6MEZ4zX67wT<k7q<+-hZXdIYeQpQj
zM5TpGG4`R}I7*Q_VJ`1_Eji)7v6^&bC-QOOw?=x``#QVOb?|`MTf!7$XCJnrxiWUc
z?%2PzlDJU`b}L}0TivF`QsX`N{a2^<5{t6L@4r!OJlgEfd-1#P4lSj#)jq8iHZFY9
zDw7(6A4l%<NsHAnTo|XvXjwdy#wAI-<rjMl4)4;cP^$ybs<K<lOlJ=O$&P9m2tL1C
z8$<gK;>FB8Xsy3e>;d!(hMG?3aTqVecShPvG`uJ>Z_rWn5krn>*aDLAqER15(8e4@
z8(9AmITo>O{P|r>86m=rGm+~Z)$&9i&{|Q~<FGgHfL4eNyu>pT$Zz@wPQ~J<q}1b`
zW~0&vwc%9l1jG^!YD;O$3Dj)^=+OxX4RZPnrS>QBs_=H7Q1-X5;23bpE!&Ub*)ap1
z{p?)>OOFM%bC={2v~!jUV`ZN72-_&>J24jEIDj&^_$VBh=L{0hcuXtHK3t;62y9Cm
zb{4?Ih`I~Co$~yH+?eAyzJt=lLVo3O?HrAW1&_D1BNpOf^F!ftc*U15D*0*JHM9$F
z-FZy-!GqPse$CrHp%_aMtK7pa6((Bpz`!ui17cNj$5W`-23$g>eQ`?5hdqZp-GE+~
z-TXJ%kFH0f10v{5KCLaL!q<Sb(;4kHO}z#Zz3AvQ7l{hjT_kXIJ15~`3`-GQ!Jq~=
zAS<@aofNV#6m;|F@-kTh7VCH6cwZ`gUaL;GZbJF+d94`s*zttOaUb6+lW!p}MqEIN
zr+;s2Va_d=w4Giw`i|z9@gh|gDRcU+=FeLUmhTEFDREfm6&haME30yaXFn;D>_2oq
zYF?q(F*<)O)`?dA{yzPTCTZKV&R0ZL-u?=WzoE5Y?Z3bF$B3nt1$jL5ftE-5S-_ri
zQ>(<LVvW{f>=(X5$!?(mn<%s#<F2@Qe2#O<Ev=fu){7*R)lNN5`%Ou<`n%MRDd*XD
zv_Wh?m&+!ms~ra*lxVtoH8r}6!nj(bql|N^Pf)*jrZ-OpW!O{gsxpq6KGPoKQR%r>
z5F`dZ2MMutGU|a=pS)hc?HL|wsVUV%kPM?uuTj^mdja3~J&R>G%N}Z{a2l{yoJ|O$
z`1e{eYV=qeK*b(wbFrRC2%n9I@Qu4D)Df>>tiu{KpMSpM6<MD9T1Be<#{4Y$^NrR8
z0Q}zqfY@bJ^DX*g8PA|MHvcUYOTEytvkU)HDDhJF2_-W89W3v9q3xjL?;)`9rFPw!
z`GYoqk=GlP)q9^{**72^t8z7w($EAEtQ84JMl9?_GU1f}GYnjQs}*3~uZn!};wx<5
z{fvy(;k{OKM(-}=Y1J34F8^yUn;>Lx37%Gq;rMQ!Als~8T>D{`JVPgBfP#Cg#_aP+
z#qK0BmyGE=pM)_zkN6%y${M{$KtDB>>BXtrXDyV<dg=A}O@LV_;R_0DyDz*K>y5W}
zzi5}}zBk_9ir0G4-#++_Hww7exTmHUa)u|-aVYKdPg+VUsp!Souxlc}4!TC`6g>mB
zdvGa&ls^V>dCvn#rupi5sP+i-R>I$Eem=chMs@E>)5`mlrGYk>*S+*Y*r~%69gD8H
zWmzZP^wSrRu0d>@O&^PmD|%t9{a>l+=EzPa9j`>|dEL^&jvqAx`y#P^ye6x+kCqBM
zEvq*icEqbUG2?c|SFcOQ>_~TrpPrKX`01Ibt-oHF1zxB5{(2xi_0y+N0f&j1mAKAB
z&EKAJ;H?;tsvcm%rauGp!j8b}ZnXDG(D`Z^HL=ww;+PVOho~<430t1>`z$f<PSmty
zG4uwMF*y=-8hTj@NdY&`p++g-#u|2g5IsqOS6=>lBvt%Xyc+bY%flakbwQ0t38-`2
zq2epdRr9j<*D1adzBo;+uO(Iwg+rEDV<c8F6;d;)-jI%@Myj`x>g8#F8o2h?8}uO!
zoYyazzMjUX#k&^C^@DUTt$Y_4sLSs9>_A-(Z`Y-mG{{fC-f(m5u^(uaJ`|r$4`n@W
z$lTDwQsKBI+9MLJ=xYJ3gZ8D;lTe#utQ5@+0=9Lj^i;Gom7bYi1;d*&D0>LJnKre)
zmUf5Wy^==Xr~D-n#LJo)bUB9fPX-B|GGv6KXShQ@l?Zygg#OHg{!BvmP&jP~{Y0Wn
z0qB0zBt7tp>keLJ2DI?>dK!6E0REK@hp$h|rWaz4n;7?l`|Zzg5F&1n@u%N{_5Rc-
zNH0hEv+2d17lR;7Q?nr)kUf^o3`d3RW;pPn13M1KO}B8I`@xBIzbPt`&bSwg@38A^
zsc_zs(^<($oLSt1?|Q$UQLjaVbAe8~OgcW<^B@S5sAC=kLCvf`q=Y<xoI8t-qs!~(
z74IhIMGW{}8(ThT@v%pW%!eRMatC}l5#T2`Y4b%a8#e*tl4Z`&L*a@g;ENKl`1<02
zqZ{i!)HH`)0oM&8`6Jc!Wa6h+IrO}=wIG~|r8!Rv>VZydPxn)3NFm_go=g8tVL5J5
z$Ti#)e~TQ2O{Y&R3>!NNVYKaDVNg(Sx%vEhA_^UGMNUSqP$-MarLDB(@2+sek^<T~
zREW`2i~!mcq2u1WP~@dc-B@W_Uku5wE~O{qzvW}&Z}HkMV63~*TYhpoT5v~Zr{IG6
zbZRvPdC9i~h_xx8V-r+l2?PeW|CKNcM~adrD|Sd&ba+^dOT_EHTQg$neWw*?DSyY3
z)-4ZO3ybKLsX!SdeIOK!@TVUYFREu_zPPvZA#PT_?dIHj80H*_Q<Ge@veDvM`UV<X
z4zwN?({cZITscJ3`!=O6Z$@iYd09kQS!vPV-6F;UUG=Ndn&K;<#%gg}h6_&)!9(GJ
zC9iuPymprYk-Vk!(zL&liyVH-$41?z;UjR)#FQ#1EZB3GjQ%N#2EF!t)Lj{>>U`r}
z&l-AB{zFH)y+Btfby<BGTO!pw-0@frW#y}8Qrs)0JP<!gMDdoSc+I4UCr9I<@YIsx
zBacEwQ+uOSt*d}i6;Tr$d8v}Wm9L0mb+H!m*H_ZR!ShH({Sz$;2fG!VT`1jNruUQV
z)>qco@)KJcqmS|xw<VgnaeZyGs`iOM5&P;MGwhLb#f&wJqj&`i`Ql`?)<{_LREW1E
z^xT6`bPZjjn$^+eyHQv2sf-1P0@*;?R3AJ}+{O~HA9-)zYJC-zZva~JIjsefQNddJ
z5`Jt87zGTBbIZPOWV|98nzc5LYJrr)Lke@m-|77uCu;4BCOw?rVxjQPlHO}cPwe~@
zwf4RUy&BDL0%{fN=v8sEfuQz*#x?`Bj)7=-eo)I^SKmr$nxj~ys;5UP)TcS3`GM9p
zH{+A7g&Ch=EfAj%?lduT{GC99JAyzR+-Ay~ojNqU1sHoMBv=yoAPI=EQ?nL#(1~^^
zQ*|TZ^AL(?q-P*UV?7_8Zw+{TNo@lr;)Ib;?e*-qxl=zy3)(<-D-G|a=j1<(mqDVY
z`VM8500X@|ZB1Hh+nThz+JRQzJ8seYmWbAQ@acnYqe<(Gq~)RT3l1AIGJB5Ze37)o
z;%LxHMkQM!E>}7rE*0COVQQt@Y0@wh{2ubJ01P*9rv<!nhr?{tsFj{TSvrH@Tuv}Q
zRVk=<GIL>T9lKaM!!57K*%@v*Q_$!~1-qCzFE0)6j5v6h^rpD}dUsa)u83KUyE0}q
zEM<Kx$uTNB2@Ru*9IiTSr`Mzw-6gqjj1};71ETJ_dDhoPdv9Zi6H&WKD|#T;CF_VB
zij|67T8W|}JzWg8_B0u+lc+o_*(8HglEHD4!EsAj)slg)Cj-43n%|d0Q7t^_W5$T^
zo1I>C)$?F=qJa36HuM8T`x2Ivv&cs$yQBVoSsMN8vi%XCIXpgdWoSx8=?j^Dk2l+n
zr|yn0D5jt>ioypVp^t<0AeP-y%r01BZff&yXs;^a!fU=Iwvwf+za>juvix4Qc*Pw+
zC)<JLpn*udc5i%xy%~h;(}{8p2DA6Q^*6M4FhY~1FS-wGoJ_3KJ-0w6mH1B%G4WHT
zp(sZlLdhihqZ0i=6a7I;gUKz?2Y8@I&Fw?^e%EywC%+M*dI(*GuSfifkMpi5PJ?@+
zaG8R3_DCd$slYQM!48MBm~oppNN+FuO07qMtaG4VQo)@pWv8LE+;=CNQj+a4+RTyI
zT4W)WO0um$Jx60ysthfesAtB*N;I`4*<U4DY=RM8!4$M<n2YG4Kj7yXyHSUrZcoBr
zm|SU?o)rsicp^$0IyD{?*NsF4FS4en+gnWlyYeH@Wx~a`rd<34$ccKQ`$QNn+Rryw
z;%xJuTa?pDN->hs9!Y7BrD%FfN@+dHnCOhx9E%`LnuHv<bP7@zbs_J!<98e79E%~2
zGSiSBZ&UwidOGL&v3g2eO)?#kK1gLr5956bUviAsN6J!mdYpcY+D;c5^QOCqrJ7+@
z@I7WAW8QY>l|k@grS4PYT-5FNW%U<EJ!c^J9<muNiNRl!(8Sb=27x4#_3BD1p{z8g
ztg`_DSCu5CVXM)C1x-aoEvko|vmrZuD!PB7w}*dipyYD^yE#>#<AQx`j+w{iN-)ju
zy9Fex1itIOsJERaaHpkgHcQ|*k7g2JJ)Nl=RAeS%kT73TNXCED>C8+$7uG>?Phghu
z^g;j&pQV4J$VJFT<D&Hrit<S&chwzQPFYBz7Q@`bF}S7ufvER9q;km|Rg|W!LWNfF
zfvnI9TFU0OB#=WAm_N@&VB?=I0{Bg*q4V@ytcfs)5zVQ~LEzgw{WE1;0Rn{=ppV1)
z%j6n9aPw_GNg#Bki~yTyDHSRS{4EJ=HVJIDl+ABRAg@Q6kX`8-OHnAME<r##tN|a}
zQazkqmR2vg<1FZ0xKziDK}Xl2NNoIGB+PF1@@44Hg{()mx<HNAyRy~A^(Lu+haxH-
zCJRea`Dw{kL?zEd8I?SivPCRO74#q_>R<b6a1xm;&1P^C1)bN+_}xZNSLu0JJ&^=%
zoB6f{P+M0-uN$T20Zso4!CJaTZ>q4K5=F#Aw_xFpSl)gv-fHriY$=6PXwc1plLW7|
zCa<-YvL!5e6_dPvjEHR9h+z@IX{QsMFf5Xc@S8v9qtg71dS(_Y><657M_kG#mjH=c
zLDb9-cYtL5%{mV8F1Hf_J59gsbOr3)PO~1+sB8=>B@bg|B(Yo+u@?c$_DEJ>*(_zt
zS`sTIiHVtX@zGFY8w%9Ezfm{T-iwTto)-U&{$1m3dTy-S6d0;MatlFuI=M}MPWShN
z#apMI9d|FsfJJrcALC;2CdOp(hoyyzlErGtV!6p;xut9+OBU#K@m{E_$@C|`-Fj{8
zAmMJodd&&D_2zhR^a01*(O0q2Fn?Q+v(_G+Dauo+@z6PPuRce?QcgkGL#3+7b2vXT
z<P4nd^H@x=<ALrS7KO$i0_zw3^;TH(BLp%$mc=N8kZ^byt8U4s3LQP5H^4IF^au4i
zesvzh;enlNb9=evlzL76Q@V~`9n*{bhKLO3FD5-79)xB)kv0uEffBah5Jn(p9MZG0
zNCAPOP9dKroWTF=hxH3I=_DeT?g;7<HsrfNdNFwCcN%$HEF7Ho{f$4XgY%t!!!o$w
zGk7ajYi$4VR;f!%j_Zw-e<k~ikLC38#Y7VI1ZP(BG5yC0@x^(zwvqihwQbqw_bA%b
z1=raWJ*O8hkSr|t`_C=AMs?`Wse6Z+qh}7EIe2Eajy@BuUen(5dKkW2Kb}VvFc6<K
zOQo)n9fJEr1-I)S*}7}HVAD)+`>0;Q^_qkS_vjVXxm}w+G%Zr8K$9=%#oJ^H3;w^;
zNd)EpUI%eZ^@L}YfDi5=Y-r<Wcd}wn#I8O%dlBPF$1ms^Ss_dDMmDibj5T;7KewOo
zWn!$3kac*N#zAC=2<t6Hqn^l!L|MvWp8@}b^~hfhWd7o_HJS`bj~<<RcbBn>xT+T~
zlEM`$@xmfn)&jKoD&jSro?b<~PB&1JX8Rw$uU)%p-CFJu>wHZw9+~5RM$AnsQOy1y
zv}pe|JuG1Q6Sp$gTn6m?6EQGAF&Ffl?2L?+hhz&gRxh7WY)1@m%UC@Xvf$qR2DooL
zu2)kGioK00#r9N2$o5n;(jL}YSw^Utj1V9ENh%}Mt7}yImhBLxsJ887pw8abi&qbH
z1uF4-i+KHSIb`F!0$uG~Pu;xI+J-IaC$qcCXwe)wDzxj}rdOvPeL6*T&+)U*`*ds<
zT&G5OrC<|jFm3Llq?&Oyc>$%i@J9C<NI-0R&;C=Ge^UOrlK6j60;d{+Q-BAjHX_nW
zHyNEyPbu^j%fUKX%C?oU#sym<lw+QXa)}3T9dc2&d#+folmdU6vHnv?I6P8rZyD>>
zJl1)WB@T1<-tD@fdJ}QRCM=$IgX1p8rE?FtDQgk){~tj(=(r?(#69R8Z4}c$2@3Hj
zyFbEXCYdO>j|Ik|_gxtOSI%&0{~X=_7cHRYsmWGTuFPmR<7KMMxJmT(0}KaZvWl+@
zevSg@^-PA?>zN4K5ej>Zu<`ZsN+u~0{7l3Z4<6Se)a{8Yu4Sb_$!D?*mvl)Cda4)n
ztX4b9LW|?FnkyZoUYln$>;z^s+DN@t^z<1lt0(o5d_^z^Hw?3rC-nh%inLo{OBW>g
zB)Ec0q`Aa`XEe>*Cm)`sM5=gwF!nczmpj4j1a7Tzz034UFUXtXCa=&Giv=VZ&SH=N
zr+#x&x1Z74vw9^wxhcnuXD$bdZbxrtkyu^9e-!co!e5>_yPiYm1OE^S-=OqwO~<B}
z5@|35&&y7l=cYi!JC|dzxSHE2@?1C;5AN6-)at#27yTaauwgxb=3depDv?6kulaLx
zO=ZMo*r{?^&(4}l%_bD{0Y4qStp9~EePR0d=d|vMeu@3=lF0E%pN)Zg@sgfPpONcj
z^8~0z-Ntv~b}6y-x!jAh)g{sCvxK(jGw+r0tE|qn!-WsoZlD9bvx`y+6Pet!-&GgL
zz#EvwPIg1j#I8Q4kWo0b`_vaClDidd(O7UpAC3`vuAsg*6(*LZc{lVjR6GZE=P$dd
zS77f=J=-^ZHcRzFH2uk6NaT2Oo3lz7Ls%jCD)fbfjHgJhx?+e}4_6Fvm6?O~CpWNc
zEKV=Ono5<1FR1n%J(t$-#V@~@i(^D2aEv%J%p==ge!$S-!n=BE((mf!*#K<z8{-w~
z3k_aR)Bd{{x^dps!&sjerfy>&=<+PeX31oxnV_e+BnBse1a~*vA|*DM*f+Q&hWSeH
z+k63DtP}uv8_j(Hck`73?21tIyWqkx=>ZUqdVnvn3opb%B7eL|)M*||FCOUsvbTV;
z9*ZnqI6ptseH9ijg&pp~f8a3gwLX8~!!#zD5z6c@rPJ{g>zYy-CVVBY6v+8fx*ks<
z5Mr0;8`^<htdSGwKRm^-cYUc6@sj#JLnI<z3a{0ox&AP^s6Uo#!Q+1PvaB6<m^{Y_
zb2t1CBkKZ5_m_0<xxSZmcWDJDg%)3NiP3Z+G2tcU-R@JAO%M`}S})zafNhKX+jyOn
zU4<=~d}w)<%UaFk#!uDOL|JW#<0HUArRJ~kF`Ow>FNKZ%JW0RPNJHd>@Yl%Tm0qJ<
zo|YC*(9RUV=UoTm=3teIp1nqm@j|Bl<R$fgqxWD>T(Yq#joD0(7x^3)eur!|LX~*o
zofFsxhK!zFzRMghy`9<hGFckw?y70vZn1{){CmA73y;UqYnVKYr+Oby$yVp$g&gs2
z4vDr=y0-Qpj;<5yD(!cSr%506_N=2&phtm#HBP=79WQgjX!$BIJ=pQjKej@?Um7nx
zx>UZ;86<&41{rd5iO2^3eby_olTzVWJhk|u7iGt|LP6y)EewXq$6xfW>`^>L`l=lM
z_^)~u_Mc1QX^1f!W7gBMAZIeHv*eXOdu6HzWi*Ch2ZeYU^h)|E$n`Q$CJCo)Cin^a
z*#hY0Q)IQHict>dUJ0Fwuc#z5@-sXGzOq6zJ2T+yX@cF#i*x$;(DM{VT5@<BJt@k|
zD338{uB5hpWp>)8Q-ICL6zye1(I*vIWrDXsthH$>B%3h<qtPOnp|8Yu^icWA0sTZp
zb*bo8g;1FezEyD|mQa`vNq)W*e{x(AIV6>_IevInr*FPsazttzctw5vjH2v-WWSHL
z=L8ioefWb)R?V16J-ncGS8CmQ<t(Wh!xVPQrB)%2F@yc`TI9;l5;h(@So^4BUYNw`
z<1Jab*A$x)!Fo+GILVQver-zh$tQ8H$p@E<23KT(1$LtbD=&?feog88jY_Pv)G0yN
zLSa>`6?(qOo`lZ$8wXe`A?w%dwOQ1f2N>g|k6Q#76Ie5s?v{c;I~XYXA>+RmPX0~2
z3n&5AL{46Z5shwYS2kCIh=vLW9_=!8r?3Q`stADNqdk)Ce@$g~`*MmEQy8V#ZYjBg
zY7_<BTs<)V;PUH2c0*eI_ciVR)ws(3b;<e_hpcECK1qppuVn^)=aR@(0urJnPDyc9
zkj0a|k-0e88{yI&RJ5c-*1aT<i9wJtX^aL+Nhx0J4LQ;pRah}09#Hs=8|$s8*l!u4
zxcgyJ+(=Eg(jp%>k-81uP=i3D8Easv`?uLB^q0cD-$>-WC9cA>y_^gAOerzdL_XCe
zaj3jR{;52Wi#|lu=Ojs}L9pRZ3)2{-l$}D+ZyP|13bjVCk&4O(8=2TPY2z;ntB6!~
z1slDv%v|{A{2Pi4G3v4NE{W2WO&?>ozL0onB7G?&9DljH1UnOM>rpJ=t;pfVTj_1%
zt?>3=6jfDXUS1WLacF>pmSi$&vm#Qwz+1|k*(kvZ2=Rb?Z{57T*G467^YuJwan{h8
z%tj2WC)E6ELrxHEp4Avn^|Bh#thP)rA6=_~9NbgL;UjEGO(QGo=6d(7rZJdJmPwC)
zE34Y^u9sT4L|QhSBh|4X{ZI}goNbljo8D68oJJViB*oX$klJw5DlaUn71!*%$ca)G
zE8(4T!5f;}m_Yq<qY^viQuC_=c+Vxg#}eLS*SlPG0Z)4;9O?T`!t;G69J!u~)-$th
zJr}$O`2a6eisybuokIaHw-nDoYwH7^I3_}PuRsA~Hm%8TlxMZ1LbZ3!kOD>%g;jHD
z6lw@$UF6#i??lnZgI82JsBt48`$N7PWg;8pdfBeAL^iLnE5!ASAjBJ__?mb0ZxMue
zjTB!=Cz}|7)Ul}XjGd4YN8dTe6*F*B+fkQ@PfI{~DBs?bQ1IYTR#Ns>#$d&Vlx`^7
z%6sV~<-Pf`P^5&?CDH|DZAqgx4nPy)S>I#P6`*95;+bfEYe3ms%J_ysL?Kb(y)(YF
z(N$p;Tp~x>qt$6A-$uR{UcrMy$wZGk0LlpYZioqGi0kFMjuJ|)PJkkMphLn9jmlLp
zsw%6b&a(HkuYys5Et5J+s8(kLtzkuDBN}pnC+0ncRWeSq7?(uHu8`o9uzYO^cfn1G
z2@j5G3C-&U0WqTdO$sEKz!HRnW668BB6jur=<4Ap;1qpLf%92aqcY3<LFC1d57e=m
zQHJ5ET*n2CAKXk_r{~p-ovhpk+%1H=K|j#->IQn)QkI_eFafic(pb|E!ih~SZQ)E7
zzQkmZ6deE=-oNC}pVP%+HH*PV+zr78w?*v;B6Vq5Ujx@P)izR6#@a?EdfnG3?3m}y
zAdV*0HfFMYGSyulsD6Yoi0%5oUFs=&M~vsQ>r(d02by-qC#zy9ibGsDnU7NRtx4vs
zrR+URGI8!?0%&(VbTxt~WFR7+_9Nx5k3X@^evnbfk?NycRPJ+5A@pLZw=b_ceQ0NG
zqXX``=c@iiA<OH}iTT5VYer&oR&65>O^q<@bfSS#Kq+cz@qwJlz`^A__4*%q81Xe?
zmH0#Xnb1#)_WCHoh;I-p*+-Vl?@Q*Q8otul2*(;ak?ib`)U=5ahWpF7Ev(VHKFkPo
zK5T+At6;MMkoo;>l5=iuZlqCYUX0Dg|CvtVTOy>=)#0vEgj1V1n{$%QIf-zVyDOhb
zHm{}V3zN+YOWEg^Y@Q@yvnmp`cIr=}V5Rs(Ia`BG3K~AiD8!O}qQ#?)w9f6V5h_+#
z$f)^0$yhb=r>V`1H_q^OMi~XW$+(6iDPAV(l*P-;S@)CNNcKsDDBM!?mCT$yB#^G3
zWQe+c2eS4Lqk!iK)JsW2?Az(o$*9JnrS|ks^q`ZG52Mo@RKOH>P;YG%@eaE;26r}=
zvA?9o#!pngi*X&3tX3NDWKW5m1*&A&%k_yO?)!uaQGBNEn26wskN;<%D7HU3&7VY{
zLwV$qa85E>F*QNBI7tGPiZar$BnhH|oI(pG|NM>mRuU6OxU(MUTIWlUyT}q~L=RNs
zxukM-3Y?0x)t<%%Rx?3vBuk*DJ&m)hs!O8jbkroBW!mi%Xp!NYjkOmq9oZAyg7t;6
z_b~>ru~K$q0$uEb&yA5TL&IhwsnY||VlNXCL5ra-3at|MV`8FnAU7J=d9h2a%PiUK
zESbfdor!)9TF?)XIxbT=oIq*&8~NB_DSm)XMk5v5b6oCmcK|BO22Heb?7oz}lR&=@
zF!r)LF4?!U@geK=S-ACEg6zG1bG^(q7l!zuC@fe?1b&u1!NAYl@c{?i$$P65GZ3AG
zl0rDB*ysPjt(dUj@UY-RF$avyd@!=}JWv(eU)90rxwrmI@ze3?|Cz=NHgd5RLL0|Y
zc3%X9Vh3ufA;x$%RHW=T&`g=~4K=D$)}cm2HqfOpdoeV2k2d<V`JX8w8@6VCmI0mZ
zl9;yy5{u%DrfkP&if!y0n*M(g`CF(3G=)r}LW|)#;fjmW6|w)zLaeah@UWl>S9q3I
zUy50SPZjZnlWrUaze<cWYO+r<I`2Nyo{@0YJIUlV)m{ZAjYk>3v6NqUg#D6zks+ay
zqm67-a5S=2vM-_xy{6w+yBt#x$2YWvv%g5k<P#E(*X|7caUq$}iA4y*K{ZXo6Rq-b
zO<^Fw!+^tdQ8#I!)Bm#2$r3_<rHinjGO>#qu<4TfWEc0?aTu>SHV)qqlO^{FG-xBZ
z^T}e$cgxVJ<OFmf2ah+(v5iu9txGre1S2P9nqU-RYbB`(c#|mZ$yM4o+8D)73O#nr
zbm1|H-$OWsbm5~fVoWFf|8l^8E~HmC11YaT&|Qvo8aN*O>;EWa*z@r>S`?3Tv5FC;
z%rk2xqs^7<dC4)wXo!ykZkuKKO7o@|)v%61n8}Ew5^+sU>DC#+(qmnF!KW>!A!{Z~
zGqTc?VDw=sOC#mKQl4qXJEgoZ65wGZjdU0`&WjXVeHD2Qi|BZY7_?HI;L8i6GF<W<
z{J;1PcBy^a4mG|@6^CmG!*jm!Sp_W0wPKRa(jlp3MiOI(H)r9{faqQ5b+(T-^3tna
z=y2|KcSjIii#Cp9u_8~;@45+-B4!(%smg40?ypM+c&G)da#;C`#QE{7sDp7;mT<ss
zTD1pE_B}U}i+%Ad%{Nh1|B4R*-iyXFE({k8xI@Wc$tOti5uXDq=NWY<dkpv#oNpAP
z;W0*GR_q(?h(X2|TOP!HonICh-Kf?AqYVWeFpA@{-`M%aVCuZkIK>)&6CLSd-`ui9
zX4;(6K8F2{3q$!1%Wrb7r=O*47K*)UWS|?fl&Xv*s~O*@Nwkul%@7JoF;WhJ{Prcr
za<)}UZ2CsimKyiiCQFmqEO}>=yv65Q&@!VQ^*jpRXP03Z<;XI$HkSZ1!MjlOF(aL`
z^l}5o8Fe@YwtFdjxv`IGtTay1!DEQ`d3UZkCD-Iw@_!qxuLI}FT{Uv>XXst@Mm(f*
zakgDpsFe1~{fjbV$)j{Ex3zR`OCmWqk%`phB+v!X^ED`ZtJfNNSY6XdZR})DR6g_a
z@_B}Oo&wvf>y0O@hm=!lN1ujU#irQ~r}46*&7PeOo(4q^3!#_-G`h15CdD<sP~Nu~
zcfwOp^pMVP2|BOzzG%u5HW^i@UM!LvvKfv)YvMUY&&~l*m4TQA6W8<Mun)iJzmOFR
zZ!yZzpz~1pYYV*hOezGNawl3y79kpO!6d_Qd=5v5dGLUXuq@7X8*mYC#kp=5E*gdL
zO1t!Pr?DVyCRBp+cN@tl-8Q2P#a=RSv&<g+xnUdcnMlL5_d15>CSErDaT7-}3UeCK
z6mbP%X-HAq@!1u&-Iz>~{~Go9@dcFoDpGD#%^t+YCRRUt6*j(?Y$|aLQVqX&r(??!
zNjcA7GlCV*y1JOGs{ykid!mR8==A`Tu-Wz)RoMfn9&k@_%MPVg3NPa)Hqv?1wLQi}
z%v8qRF+#n(84erTYy6GN>GR!1SKmXgjLHvB!u6G0n1wKksAkVXGjHLzrqXwfEDjHG
zKKqSgEe`Q0Cle@z1R}n8XT%*nJORusE4L7psA2YMN=s?BDb5LMZ_kDv9hdO5S>7^d
zm6kb6+y~z6jNwbU4&p0nv`lk2(p+-T$c|=%TVz8R4ZnjNCGNY(cgUE6?eUzDx{xWd
z2VRqUoIoQMb=W9CRSz4@P~8c441qwRQdJ4vmV@@880Z(y+l6$L9XLX6mqhL%T{)3A
zu1k$8E^l11)Tly{!|aVv{|k4&HU09|QWonFEgJHQ(l6p{!fwZn>MY1hR#9oa=;?9H
z<KW3l2TSEe10TUBC3fT5yeVf<AJ#vCs4idaQ=XMDb&7gX&J)J(3{S2Tkjl%=8#Sai
zSYs*fRo_dxgVmSv4iEX7Km5V^nL53o!?OqLWvx?7c!bR`5l!(DS%u*#Y9Wsl!YzGL
z-Si1Rdlz}72HW99G5?{D>qXDbz!iT>W6BoV@B&#ACuH1Wm&^puc{%@xHS#FzoD>S!
z;_ibwrVn15d|tSG@WMpsAzwF<4;<dI@ao=X5z%S$Clrw_^djCYA}qI*VcBt|H7_IC
zg^0t$YJE%I5wboTa>=O6>UvY?6nm(zx6JUA>oOvq@v_0sHRp-48s0SFE%E~nu}Dhm
zFXPL;hnaL&ZyJ3CpY~m4(luZrQITjQTf#}E@HlVL65?bMZq?x-+*me*YfR!RyhTHZ
zU7~__4SM?C#rvpf@1V*1pryU0mb@F1*A1fqt7YToQl+QgZWy7q*Bo_V=Xhb(Jecaa
zJChcP8moM|-G{Q?L{B@(tVlbiRefmTO(Pe-URJf^vRHS`R^+&4j8ZakQ8mcNtWz>j
zo?AvndVLEy4VTP94}GFJid}wzDrLB|R|y}578|}<F_33vxwZI8P?`%6jj;!>v^}|>
zIYNMSov@kg2bNjmG0esPqi0_BhRSb3sjs_IUl)*nyzK?qbMI&$yIg`xg7VF~Mh#`5
zP@L;SE$(3oYOd5EicA9NFYg&=lwDlF&uJ2+VfT$8I2ha*uQ*+@v;6F{l`C8f8xUIA
z#6x(1=$OquM0v|!dBubL<^oAFV@BJ2d0Dl$Vo8(8DhpGciTT<o(jPt~+N0SEIy{2c
zUItI}^8}MCk1;A&#I#f(2{nCURKUGx+(baWByL%_t4dWD<H%P``J2lu?9cFpT;eId
z0qaQ%ezl<@Ca4mg8e#P6sZj|F6a}7qME-D$n8WOughH}|Y!ZsJ+4Etx%9Mz4Kmx6O
zD>m6gG(L&wPGO;-DRL+P%-5Q4SK^r{(kop;Ym)xVylbKwUoh9>F?W2{v~)5Fjfpq%
z<EVd;&T;Zf&cWVFw5r5T1z#Dp*fXi2J~Ek3%tRPJPC@5i8D%jN$JGOlyF0G8?0YfQ
zR|YJJui(w_6g{xxbTXBTcve#;qp$2o;%UlUObzB0%-3b`1aq62$ML5rwJVLtuN0pK
z8CDE|2(k~~84;|Lsoc(&y1mC32%bW#HH8Ku{ZD>gNoi^lJI<;5fS&LeQ+kB2v(!gS
zo3as7JfO9&TekSkWcQ~jzsO{Vr)k|DY!Br}%GF@|O_|*$J3LL9G$CMj!+iZOo{8Au
zPbn3hL6R$+0p!FEZb5F;SED{-e$u&LeaZNS0X96jQb2+`+94`ctH?)(t|sxOqu-1<
zEJ!N)rS&tjuA<mm%=%#O%+mVFbQ5Sw7M>gU%B&J*GDUHMTm@v|?;<<0LPU%MHkKk@
z^>JhdFSe|{6!L^J9Bm>W3hZZ^?1g6{*7#GfPN3!4CGBh3L0jxi6|~Fw*qg9<rZV}_
zS^hVkg7!?XN!0v|QfbvmpCBIIb!@w-v(=A!_}ZT{Jgsy_n}NM(ipToNY>TG=Hj^BA
zU7TM@8L#Iq&d;rFjx{;^+eEY!4ZHp9DO^>xMxlk#Y<OV*L$qF~gekrt9Du2jmaL%E
zXZdXOmu?SJ@(Im=+%`AX<FQ+OJm%3|HI|(^8TPd-LMp2@AuR@$hsz?|&TdaoY6?rZ
zC8a}QklUBiK7e&M6YGo}9r%33Au${#M7kG)$gQhJb2dSWc#XBmrh2SPWOf)t#Ax;^
zDWWWMqr6NAIy`_+mJPN?<vl)82TkOF49V=3*(np<aqMA9W-o}#MuZcOxVvJiGi7pn
z1%*8}rSIFEQ&QNkE7;CyB|c4dSA4M<oPW4`sgk)DMN|ayBebI|k9;>=CfY3%tIje>
zIj>-RR6fhZLU0Hz7Yy(KF~f|0S<`GuJQLO5C54j1Lusa^FQz7H$Zl6c6ZkMK7B1vW
zW-rCsOY45ERkJ|fOlwa~X)@ZAaiOF*&xB)hw8ZN~B_x{41lr%TktVdEs<TTvdpSiJ
zYAH?9KZ{N2`KEv73t@b)J*~_$4<C^#9c-_`_Ly=zRN5D8&x9E};m4LVzN#yGTs1{5
z;hD%Mmn@T?Yw43{cb^zEECce#H`8!}N(mW|1rmhCfDi8U!2q|}WTo{P?eQ#76JhsD
zrI{X_m)X9Prf0SvVX06?QLQ>W)E7v96qAaqkR}Iu@Dw$Rhx9_Y>o+Zg9%r>zV+~B5
zIvRD%W)Eg~TInn@^G<J5JPOZ5wI%+v!nN4aQS+sv#CARuB!7C61OF?W1DR*GX?~_g
zt8&=uF+7FcX>diN+_IGCmJn)_(|(ElZK`b6oZWIE%dpMXI)6$ZoioKxn?Ax*@bySx
zneb5;_Ckt#J<;&h_`4Rwo>*I7?p$9SeJO@by`sqa>CS+X_7n^))U+ljiXP@ynC{GO
zif6_%QMSu0lpG#PD=odbRC+UgA$vbo%QRO_r(=ce9dQ<eNW8M{=DpRb+}#;n*#4Sz
zF;zO~&OJr!zbjbd&vhIgI%}l&{($sxw7a^jkVXkv45R<i2nC6sj?9)zdtOU)=`gGf
z;r1YNs<Aztb60VD28A6k6W#0b(q2oT>rF4+GR3dqnaE4mERk-o^wR1?g;P}CyUN(Z
zF`N|B3g1n?7*wjPy#jwCFBGE1&B10~?L@uLt~l65h^8}WYB~E5h9?(wxO;Z9Y_l<n
zB!t5Z*<|BsA-qMUkRYu)29&t4S3|?>uQW7KI9i#N6HcfV=K2_JWe$IGtN!i~wp!BP
z#7E=CV5UJBnqyFx$|(DI!a_kuwBeRNwoyW5`&_K*6T;gJI$p&-p5e)bm1r{B+Qrdz
zSjs0P&KqLDjp4~90zAxZS1Hbxq&t@N3F(&xwW@B<!tk_`Mjg$&Wmx1pEefH*+K|K{
z$IMx8WKNG1fRqn1d9>HtIOjqXSkoS%6qeTV+p+WwLwXno=4SHR-FV~Z#9H?G*c&QR
z4!4sMZl8>i2QC}nA-hKoIrfmUUG2gH7<{mj-HSkD%_<I~<A%M)*%f;6$|nS)4_q3H
z@vC-qMS6|2x5AzE3QM^AEm`lTban0Za06xBaI6oXR@a`}?;@ue*!euSEw|>fvvzvi
z3x9MffSLNj^-yg-lquh{)4F>0U<`l?55>8A=rB<u`(WmS<6F=#!Dw#n0rqgF_{(hM
zA$&v*ie-?(EWN)R6vI<wIuGfilFeDq1jS5giCySj{M`^mw2Eo1f<NVMWY5I#6xPc6
zyM^+&1lrC78YzKBS_}UpfsQau4>5t_X=VC^CD7xtei0*@MoYU!6`R`2uvMnXW&X6I
zsXaf#Q<z-hj`kFVHnUG<ho!U{gSVn%oQJ}jVW>Y>b9+e^W375xV!vZ1bkoF+r&U5{
zEU}+TR5t>9J%&8N<Ll?`FgqZ7TA~ZLwWU2X^L9wX3SK2@kYg#R6^<FoEEUxdQ*mNx
z&LAz0gtBL*5|Q>=EW}zLE1)o>%*si9RtndTVH}Y^1r3kX&Rf!mH5<Y<Fx1gB)Yd_3
z+Sqe3JcXf1ci0yxu&sR@8*NGtchJ9W?d=(!R??Rw$fc(ALK7sOR??^(d8Oo$p)X31
zB17M8j|_dxw06irO*<e%<0-7gxFh|S4tKC$WdE7caSl4&(f*a;$)#~)?8K3F+)psf
zULB)<A(K&ael_9YX=U)5CA@#BY!`c9C7U#nDS#e#K^XAlCIUhN+=6~Xow2uX5Dn-G
zjfzsEYyhe{`v``oNYq2)rtly>0R+Mp0W!*Xa$yz{K+mTjx12s;r1JFJ4e2*=9)FK6
z_~57+WiPM%Aq|ZRphHpiJPc2PbGSRsxI{RYON}KaPCNxp4-Fg>$!9ol`zZJ1UK1yt
zR>F5JJsBqe&&Zd-L0NkP>O*Pk9yX=*wr5~?3R`jRQ2(POee9#La3W$662?ZZeSPdL
z_|r-lCjxPl8KiLfq-OnUEsSN9$d0_?zc<yMTi}Z62V7O8c7>!=v_Ej+$&+GblTw#x
z<f!G1>`_>UEZ{^YrHBD2!*~ifWs|yPhsP4m2q`?ogoCG*@Dod?J(5utwP^X@k(XCV
zW6P4#f!}%kDUG2|`Ft*#OiafP$C70ME+#2`8EEgt@Z{-1B-MO~h#9;)Qskxy2~Sfb
z?E;KcdX&&-ya?o_WJBzg(0Pwpk2rWIqe(+Bt%2Ezjpzy}$=rCytJLB##?I3YMUOkP
z(C`a^h!}`{F%%Qm_lKgH4-v`^59L?VY2{=>rILvlqW{Pf@|4A17mFGto~91B*T#8M
zXz-i(b?4arzqYP5HmV{DbMIFBSaxXbcDq}VXT?yY1>{jEAc$CK)|C<;2_|i7AG8a7
zKo`SHDi9zkRa#1ziV-B0G*T<A1(u`*fmDGCEd?48ObjvNqa>mU50!`CoSBMyGk<2%
z-fzyF^PQQyGjq?(4EAFn($xQ3Ulhw<+mAo!vb)v|Fl)W6?VVUYb|cKf&CjR}H^>bB
z6dw1~*<Hb78(F%6&x>UKuGrwzP3T@&WGA&&huZ%aO%3pMk-))NIW@r9*}?=17Lk)8
zqJp+aU8VxIOR@N_)ED*?mf&?I{*gu(h1Pjj_O4fYaEB&mjC(8DES%Iy8vGs0k5{r(
zglCdjclev1qak>=va^U;&TN4{<DEfo6^k%%8K%(+CGUg^e;^G?mEeg^Y0yM1_91;M
zLOik%Y|C`Y^`}h2##rPIuybSE<B8E0Tki9F+gO%yTaMUPSF@Ce^-l647C%~)7h~3n
ze?2-(#b)O{Vd2Tb`UpO{1|4~aRJYp6KdxaDjB2UEd!fZ1vj;ufF#|JNB)Z8NEUm>@
z-)JH@hNx{p4DQ7?^Dc?#ROWYT<%QejMNoYNw*9Q^$4OJ*HO5kTgtXsW>*RylVApxh
zat)00+whsj5vMxL`*qCCH`QU4#=(~zg^(yb`JdsqxA|rr`_f3Ja#2aDTvZl#e894K
z#x7Qj*f3p5yImY!f-`?ag=Tu3bZa_cjVRu56s?4|&leKHmKP_TnWvS8Jr%;4R=+^K
zM}FD)5u3v&9A|0Vxtoo_R}@lfOQ=DEV9@=jp?u$N)`;siiH(MSHXiO_OZn|RY$bM}
z=n6+mn@&rcI+RTvT5OE+)lbsAYs$Q9TJRHk^9I>#$M+23G<=y`&tBv&eZ^+-Q}ryt
z40q96H73jz;xDJ2FFF}EBAD?Bn_}?kU$eAe`#$#2FcbCoII_r`>yqmzvt8sS6S;V2
zTcx|CP3Bt?Zp(6!&&(`6JYH`VbTqtC$$a~M=H<VifxkSBXrHq?*<`#cS9YRd>}q5+
z{8lF(6@13FntPS}^`XWl*eOzu_k9DPh*>g^>48t8nPi*A<_}8mt1cB_a8-}TlAx}&
zdF*_6Ls&Aua)4#<>Mm58-HhLxKsOYBz#F@v`1j2$z^9$ZqpdA0(;R|(5CxA9LKPos
zr|ZXN^#Dg<Kxq;ODcwD)U+~EnSXynvukn2Q1(JW}0-I=U|3j2UO$RZ}-oR_R(ACz(
z^D&3mIFXCGqu0cTw2+Z}?;&;uM@$p=!+5^?FuQId*MSppn-F`~XeY4k2u@oRp)KYS
zWtK(s(~@SK^CV>3dI6^}j$S={6qN6Eyn$CSsq$yM98n=B&Md;8(fefNe_iBNbFf>s
zVz--jv|(_MoQ#TdhcGajC%3a&bE-m5a`Rj5Y>kOrhfX32%-1E_w$QCOSSaB!7U5%5
zQ!7{aQs9Y%Qa%1zNrG9ew5f7S7LXGQ7V%^CER2>cP~=nU39N%3R^q;J^VSnA$wW@#
z4un#XV(0hLv2d~AG>hcklWduJQ5Eb)eiD;4<iv`l;5f<3O^LSM=x61IzMk=l6>Oyy
zQ(ar6N3jy=(dsopv63Y5<|vP31-Z_Q=k%<kNLDD)@P$)sp1DAY^LqHPQ<$eBC*$UO
zLK?^<KJGLcM6p5_VgK)GtluHmp(jf!DwS!QVH$Ok%}Q5`@F|Ll28FNhr=nhuPgPWO
zC~b}_Dv%Qu7V-Efp?h^rl2p)y?vJx<zWJLHciqEF&SA8PoW%VYN=2HTR~I1+0s(Rn
zJgN(!yx|Gt!YEsUS~l_S>|!tDTx2G0_`y5RmLO@eNSZEbN|eQI!?0<KXc{KrF&6j?
zMbm7Bp8-7eqZxYqOhr?c#G8u}WQ#$rv+H?DQ?zBAm&P3z*+M?=AY;Mei)^WBHYWtH
z_Of=v?Jf)i%F3suq?F~Cl_!_23KW)>B$qB<%!A*u^x>oWpXTKRastb9a+l;UPcF(2
z6bML4UTH3myUZ@R97V-Bi}P{JQcj*YxUMQ}X;I0N9sKTPHpej#$2H~WWfP*Dr+&vO
zDk{OTe~U=g1O^Q7uM|n^B_z!v$-rrG{&bP_A@s=qi%8C4LC@bQk^+pf{kbApg+ZzR
zZINscqAG;rsv=8rit_`j%JR#_(RqGRlaFfgQ4KyJy#oIdqJ1RRM<RVB&PSqrD+))5
z!a~EsfuvsHVX50Xp(^Pn?qZX=i38-MZer<J>LzA`Qa3S7C*AzQCo8HP1*O45SD4TE
E7Y;b=i~s-t

delta 77151
zcmb?^cUV-%7xwSYtqUrPT~PshM^r4JDA*gKVsBtK7R25a6?;cL_FiKwB$}&<4NKI-
zM(i4U?<Mva{oXsXtL|pM@2@XU9)X=RXWsYBnKNhR&fNX|ec0F?VajNA?!*)&PLY01
zo}z{)uU2yEwQEFF4+scIUZ&@W2n`6S5K<<zbg9zT{~@8BI+Utdp<;y&<sg9niWZF=
z(7k8>fcV};i-rc&?A#%sbVz_D84z4Cv~+N2nc$xasaYgxXmVvO$Nyi&$$Paqxon{U
z4zzQU<|NJ;F{f}hb*kgT<Wc(4$p0t$Z|eB}Ux_BSHzt(x#O#~eSv_+fo6BbAvPrAn
zNv+I%65FwvPS#WHWdB)J=;#hspKferVHCZSg;2*77DE?zvK{o~M|^hd7j}`&E|o0h
zC`+wO<|93)lsVFPI=mf)#t|)_8Td1s!|2%pIXf-6$<oury)2Tl>_oA;k5!|jozT~-
zefo?PYsf{ZN*!6HfJ*Xin)M3{GtZ{7&XT$2SC+`=_ye|-`s_i)`ybg!X)K-E#j2C<
zUe=hNEn{}N9w=ua|0DS9_q{Ak@}q>kESvR#O1~aqMcIa6j<U}I=0nr=;h*oy8ID%B
zM#`zQFcl3Z{LVT`X6OMnTS^WHtV3B2vGC+6!I|0rN`I+s{&0vzF*+3}7oeS|SPklU
z1fVLWu{w0;2-wuEW&6tJ43+yGdIL|hNs@Wy54KOC(PL~5v@<Tk0-sKy_T3(G1{%4S
zc~ikltT>HHV=?C1ORR`QcmD*Lvvbqr;<T)V+??XCuqJfvH1ncIf3ZvE_h$f=O8u?W
zp`>#xoa!a%nOWH~G;6gIVrDqc+AwNZLwB_I{Y}<@{=A6xO5b8FsqrPWa_ttYCeg{u
zXyuu+l@rwBE_=o1l(9IQ|6E~hgf*656V@<aUSrAMc545ON+i9#3B~Bt?DX4XR*d<U
z<rdrW0H!{5i}{!}p0I)v<-G%QtbNM1OJ@ChmN|k*a=@$ln$@I!kD(>?HLFK29s^$N
z8&*=H9!~-95{LJ!i@cMzykpnQ*3Yf#yc_y`LN|<mjhcEHIGXoo7R+jd@b;g6U_Q*B
z(Y_Nlf6K?B==o>1hNiz|VcSp1eI#?rd-h17vbr2eJ3g^ybWE2^vTLI97De`v3Yb+5
zIlnY_t{f)q2Zm^RZj%Su=Su&R{%8Fs2D2!cIY1uBK7Ori&SLT~h0Hi-7d*4e8R@UG
zN;nPF<uF=pm)o-;<!Dx*R|xg+h7(jVWFND+uPjN_$tH)H$r<Gyl3CVU2G>2=<wWXk
z2aYn9cW0;PcG-vGN6Xo0XAZdn$-Z)oStF;MUZNHmp}lb~`B&j9_-&8*DU+oH2K$bx
z<UlcOm4l||l}pi!9C8e;E+bc_hWX?*)YuQDsb%Go)}I|{Z+>}+Y0qs{c8;{H^NL}h
z)+#E8Q)pfY?<*?TVznx8i|;K2qgAE`#pGx7Djz5eDlQk3%r*ratrw(#GN?SQv|NRf
ziV7Tc*o_L579>}r`o%yAP;OGC;;0K0B_wlY3DlkUGhz}(xi?)KEZZp4dpUxRl}7!9
zF!1OaCKsgWGT;&3I$cJ3K0z-0O*9!_7P_)mmg6LP8UmU2HROTxOF20#x$t0rX*)G4
zBUh)k<<WGBCSF;nSBzYjj+Te+moc)R^rt9~tspCuxiri&JyZ@5F>O~<;E9cptFw<4
zlj8zPv3C_|^E5fP^_fZ^BILr-JF9kx{dL9v{jXc@ZgRIg-AZ)xZxCg6i<E5=WeP)g
zuA|_gmfGs_P|;uQtII#IETQCES`G1Wt=Nzn)sV;0l}Z9UD=nm?ij)#A=b|c~<hE3;
z3JNC%XJZXLs%Qkga<CLdDS@*8mw4n&dz;DzJ+39!kcLpBs&X(J5K7m2fXtZMauEKo
zy4T(})P+YADq2D*Ofw^45k&7Zv^oNWexVm(a*#Q)uG|zuK2k0x^`(}P(8LX&P|bmT
zi$|4BDfpAzgU;4)kT~X1s+l0sM3C^GpndBc+oR-2>5U-qGL(unlxwq>Ld`Q*{4LC#
z4doDtf@{M=iZqf<iBf9I<=C@OdQcno<bX5P6@ck<JyGOcA4OkXWl4RftJI+zjnUa|
zjkFe6TL`SDqQ!K@4c?UX3$q-@D?aRh{~OSuTh^(0=|)>jWrv$08f>~Id(ntyav>>R
zDDDZVZ@j3j`LLPXP@=a{K;OTG{79mH4Pot`^nF98wVy^iz+Z37OR_aV33rq4n+OY&
z5+j$hyQz*9nA>v9U&kKzk*aOwNcNoLHXb{0Q=c%zq0?>UBGO}l^?@ta4rXLKxwJ%?
zo54X&aR;G*+pH*UeZmF{x1SO#pQY8!VB-g2^j9;d`75>%45We-7YFOQDeffvrATWB
zo3X9I#!aTPVADbLfHRCaT>f(>_<fyDayaW%i4WrLmFU+_a+K7ax98iXl8e#1G73(S
z{6&nxe6)p5)j{MM(-wVju#223Apznz-RgA{Be#EhM}Ne|p+CA1#X0+<Xa@&_aUH<G
zt@d|<L07@RnM61kbm<}2U=IcOyOpd#TVJ{>K-_W#-_uO!Df>z^p%Z#xi`5H7DYl=S
z-<lRXh+bIuH)7g9VHnWPf{t>o?__G!M-E}PDp5pdXU9zH;-He$4Sj~9-Q7^ceXC)2
z!38scRnP7QBVMrS>5)zPzF^a}GR3`>gXwAyIgr-&m5WOqxhCJ($}YW;!01Xg%<Vkl
z1Mnr<*aICgpuapzl17Wh-Kz8z9WkbtKrb!vDAiB6)th)nr$qNbr?_eAFK8qP8dEYE
zUxQE!cDpinrt6id#}K)LbX~M^#TEWQ%J2YF72;=pYClx|jT-j_`q*J|f<%Azg@arn
zTR-Pe4(%@xvz*~pEJj)7fllW+HBjJW<$0Oit(_qP=|F*W-`Q`%Wp>(IS*b6@QQAPv
z3T-K3v^<Qp4X40&=|b$`F2)|lsB$e~>`;mwE03Y;w~^169|C9EWldt0tWOgyKgv$w
zL**dr&v9(1Q0C*RY`Ex#0>cC;N*fNkt;iVRq_k*+!}PC5!1S$LYmXF!hI#a$*MXSC
zu5v=`Qn;AJT2H_vc1alLysNI!bZUb9nKFz<7{5CgNlmeda-0|pGv<juJ1Dund+V`s
zqM#8l29+O-!-RT!EO?wJzj00;o5wl2Cb$ZpLfu*)E0~NHO!!iXrxnkq$r@FfCWlL{
zDR2zBra5hzCf8%lg_f8qE?tvE;nU?$<TU~AGiZifM`HcCoD@T;6M$q!R%H;KnkZvl
zvp_bT43IH2b+Qwr{}czv%^uZH6d;p4n!D{BS*P{MKze~AWoN1go0p#ho1YO1(_HaR
zwrt*-j?Y7e$(?BEG$4od>q+c|K%PcH(*ci9!Ifq>yky@@08gX0Go8RE&vJOl?OE^=
zw^pVJ*pt85wkvB|l@H5CRq4h#L@WCtBx)NMV%lm%sWase->9lCcAdd!*^+er^O{Qr
zMgIn{Cl||Aso@?({JY6O++nfYRg!x1x=5*(%yA;#hy{a{UQ#dtaTIkUC*ps|fw<{>
zUNUt)O8n2r^GI6&Cz^ji-YXq)Dx9%Et}4y=YW8{W<xDhvrCfuWErjqKFC`02TM7FY
zT_qQxGYhQ@IIEiRD_*~~a(#;4gY`|J#TcePQ^aPuC*jk2H1lty7n|3}znVvv$Se8U
zAUo|VtE8t=8_~e&m1tn=M!60(StZA;Yw&}N<Y+ZGPuwJTm(1>KQHN&+&#z)tv;8NS
zWWYvLDYH$k!u%uoY9QzbIS+ZwOeX+c-zNV{4K_hV_Mc^v%om%jW_j|)b@bbXJpA2H
z(D8B?()+&Ku%MZ+TlSXd%65D>b1xQu95jC0Wo|L8+Rt{UvvZ?tJOnm=hp?<LcR_gW
zA-MsS+3jYJ=QMlIS1Wvf<QpsWBK#R;*57Aoy?#~BOC>fUF_?Y=#{J_s!a%D-P+R?k
z+=Ol(0<cFYkf`cme0VUk@|{Viu<|nB9pRuBpnA7+Frw`Q%I}|(t4R}R>siqI>xArM
zjyi88|1VF%5(h5G!z6QcnxoZt+H_7dlZBRDLrxM{gBx<xRjf|>oJZZ@>vEt(6EA?q
zaf-MupAaVLa#Q}(48LTl!5WYEqZfU=C)cKi*Psynn8o_jMoaF?#n`VxYwufFtQ|5j
z2W6C~@eQclYWYWZ^Uy<(Gb`MJI;)Ghfvv2Xs^5n)^l%oM`5fz^LNDZkQd2C}!7Tj)
zKpfRm&S?#l_B84v;#a^+ELH*@Lh%+#c_DALu<kLBJ+fdve<ydM)6bzV<vjqedoLG|
zo>{6wXvRC>N~1cym>ZqSY6>r2{SwMHS<2#R*$4DCcZm9#khBDRl-HS2ufAf=Ow%MK
zf@0n~G3Q}QQ8uX--IySS(5H`b26mp&u(P%=<D0|QDZQ#x70m_ygFd<`E4?K1@J9<Z
zPrbOep7c@-^7F!C{)D7tx6Li)*bzv+Q6uL(rr4~(SwqT4De09EnrTyf2%ln!>8-q`
zb+QsBt>Ct%!|9X<W<ymGCdo^DJEf(U5=JjFDwU<(mV)Y(#~XFwb3>?P7Ns6t^HxTh
z@Vh~hxi!62^((H=IhC69b4JwX(E)$zwAfE6!kX9Nt~5NS;=>*=%2VcB-cK*W&llxU
z8VKH#GAm(b$K1*U$qdVC>Hl0zDL?~1VY;v32i0)tEVMbFqEVgvSO6aKQ^eAn2Of;`
zwp6Krl0=1bLw0LH<$KXh_-&K<FpqNBvE}l2KBWomEUpxzg#1d3S)qiIL1I7D<q>*)
zU2|wjWvXPhEo8NC?PGB_+*%oixKtJ$)TKC-Hw{r*((U4C{@XB9m6nxPhKe{{vn0e2
zaO#=(tiEJwr7V5ZDk~!?X9$XFhARouUb2TO)g_6h4^so2B&yPk2xWpWNRIO8v6D0_
z8uRF`2(-!lu6l%W#(Y%4Qiz#5Fa1?hsX^Z1&^ow<l9l?_QcAFv^|{%jB7ys3IR5cz
zsZ69zbs)s&k&;zm>aul|0g{<L($e%bAogmAo)4@ANd&|!Bt<LO2do9I$4}V4gw(1u
zs*X~ULK`cgLgD+`P?*|C=_i>R>VARtt~sEkG!)RPNz*8;KKycejN&6@GNqPEW{Ji(
zLMf08p`)#ok7n5>R^@%4(%WfJtWujQw?OfSSfzkeh|=0C)#tSYnF)`*z97+PMhB(W
zybek=%F+rLMs`qal6k1L(uYyzSHM^+Rtccd&#mpS-WWV>yC`+o`Y7JrtE1>r7bRR;
zZK)2iuZVJ)hVxLnuF7578w;(Yx+ys%Db=H#KLtKg##6NpKx%D3TUj8~VW{otsN|;4
zos_oJsFT9CN2Gr|st6?Sp2{g|(-}==?WN?CSoVfi2SUf4&Pr7&52f^0hSAzCXrgO8
z`Zt^xQ+#h&qit9GQ*s5%NFU;r%T&D^l-LuLYLYp>yOPN0On+q?UG9mh2L>pg*^ghU
z##!OeVV1!ON;(=b2p(QM9+K|{DV1qXJbHc7U}Za<?Ss#T3{g&-P5LSW9fqwq2!^$f
zP!d?nXv>^lO`{$A3Hd0`2qiz=7@?F#pib<sg!nc_**CigK{7pRhMaIz`}79g8?D@-
zE~BuayL%9@-x{T0Qz2xqQch}2JqN>tRVpe2DSQY_XziWN;2Q028iVOYC#45v9|ok|
z`zzU`A3TbcCf`>|uoPq&)Ssq~QwFnh9KG#NCwkgCS;<AMlaxBxhO@xiPr8CHOAnKj
z6O=dtP5nJyc|e&)0_#btJJN}D{U`_4bR<psuYz(EH&4N2JxQrg^T$BTvq`A=a*R^W
zy{Ym7Zdn2MSknx43K#(|{&lj_jx}kN46{oOss0qDJAUw{>Nj#RbVc)@DT*SIl7vvQ
zl6p>1{LE(4l!_9qP6FuqbUDchddGMm$v(g<z@wrtf!S{+Ft42m$(1ve-18;@vRjLl
z1Y~RuS{7c=+}i=U_bjCwJH;WhV~xmbwlZ8g#+&jz>WVpBrWr@Q9M17-wz89QOo3nA
zPe$0F?Nb2zC_SFyg#CG{ur<>fTSLa~rmU)kyEnC*0mxp2N<Ym2W;dY-fjL}Y-b2a=
z)}S#rZXN19Um3*e2;DUsyBN0`6<eVEMdxM#UF1SVl~@-pC)K3gvz_=hB|Gqqb(WQ!
zi?Y3omG+c67pQu6HT>9ej}6omxT<knJnv0gs$`>eT{DEU-y745Zd$MoNY*AE9bc;C
zq=QS9g6ub;>wqiR+Ei+pvX{c<!x7q2)H0<VO<Jz>q&xFr&;yifffKO4&;j^=O?V7C
zKqD6kz?ms=CGr5@#XzmEQv6tME@5|T2@=*At1Ya#Zw~ezkFHW0OSLFrDL$`8QLB{*
zR*l#7t=h!Jqzz=c(M<AB?(<rq_p6m|)MqIg`*RH@p(AUQiY!)Os!D;&oOqut6L{(M
zaxg&vTY-}Jc?vSIb#T_bE1)3rdL=hoDA2mK7%k8?5H|jdM?)9ZEA^y<94y<{gqm+q
zO5-PYuHCL^8=EILC`BdmTMZ8=yHQyou`3=0n^15?WgNw=aX^*U0_tw6u+|B6-$h$}
z`eQAi-rtPR3ao>Zx;55R0BtPH`uQeyetLbd>GabUr5cNf;qF?QifmPaS>+fCUgQ<x
z6XRmr=H~LP%0-FtZBRnj{q&<EvsOZm_H96$Jj%ZR-huG!4?q}7={C6_T(-%9kj?Sf
zL@R-@xxmP0U5@eQ1h2YmPYfltQiHJv;ImT+XTQX7lbWs|+nC8amE97(*`kD+FLo*I
zB>J>bv01;yN$fnYBbhX7D`IqbMI=T;epEt}3k?pSpSA<BNe{QXARh6v6R~eoPwllA
zh}#Inm=Lnl`BWv4#$1xBNMY3IS0&ge-_$Y2r2R?>dY1}6EH9LmMaehQTAVp(zp_fA
z%R2x*=Abf%u^5kn9fUtb|LVZrcn`3brAd2Su;<$A#6I1lmQDhD+*j9~ImV{a!J|q|
zX$ObSwl$^j-{HU8gn|@Tyj{$ne^**bG%HmJQ(lJ##L$b&N?FSAhqBj<JZ{Y!!TSL$
zg}Uu`nmgw~0hvAJ8d2td*ah^DhXK0fDJ8e$O$ona@^fpmy8zuq7(9KN(j4oe)FTKC
z!9;0FG5oNq`Ic<vV%i=uH8`&Ez+e{t(;9SMzhltNI;}jBsL$^hE^ZZi3KQFp35S+?
zaJ5oN8gaq}ul=MG??i#uO;2xuw}-&X^W>%%lxEV895mb9jILc!YD=3%<&CbW`<T5h
zqL4bJp^=-HmHTwzGL~Zd(_qz&^gazp_^@ks+JW-EM>T!L<jaFZ?Q;&Npq1yq+O5HU
z0&O3GmM_p&UsGBj;Yqy#6BnbP>q-MwthqH5d<!>sG4TMIs!T^xcJsP&l{Q|$Jh7Or
zUssmUf}6@lR-4z63RAm_Kppf*8BE(R0g9FKvd+BF?xt{%$jRsm$l=)_y|@C}g{kmW
zC^&RS89-~ULcxH$$`H29slDtq<hug|{1e5I@65fYG^CH$An1QzDZ>tNK^l4s$-pq0
ze;?`Bz8ffP_)wWdH6AMS%<8wSthdb*Wdw!ZMM>tT$~0E7g~gaxqcZoD#>u-|*s1n2
zEKhFVgUpd<$W<EON4^{OTp>z)fX~vuP>2l|^}?SZ#}0Uee|UGTd*q0c>SIh%{4B)J
zkFhA{XCZ$6QYDjEfn<M%L>Z25r@pV0TG*BMy^R?CR||Ub3R?qzadF>^EnNCyyiE2&
z>HO*02DCZ#HFBV7&wwf8TP)*@x5`}ho>!ADQl95dC;Ia_BsRPRlhrR^=!<mu1&a7g
z$UUd`OO#vF3oFx-heEeDCkfvfFO1LU?e@35R2uRDF4MLppI}<j`wy7BTM7luTDpLq
zLZkmt_S4Q+aGh8h#ni0x{<ZcEJ}U8SAg>`cqo~&awWOBU2&(Z0c$(JsD#4OHs+;zW
z*LQvAz)q>};Pq||PZ!9i2;^85+sQ&cw~E@BUE;uvbAW2)Npqj8x#r$e3$t^)P2bb5
z6lTh_Wh@>yEdK}j!z4*fq2E3r%#37eHi`W$IGm=0f1Dg5KRP+sTXCDZ>6`rx2men_
z`<L)2n=Dw&bc|hV$$BP(>PxdVwJK}girc>lsk&N)H4zG;Te;YOt~ps(mq>GGsi9_^
zO|353<}$|yk-5f8ttqiS9_!7c;B@LF3T0}p<USp;vT2ycU+bl4uB?`mqUo5d=B5mq
z7DrtaHH-=s_V#DrdsH-EFqkVC@N+g`(3+ir!r?3!k6JqVpi55i%D%^4(JvIH$3_Sa
zWZBhy^rxnVnSQ>oJXP0$<Twq}Rm}S7)ZtXfriN0s*LqRr)tbjLH)V^l*Q;s0>6dg)
z#D%z=-A!(ZK)jG6<{7qM7PToh=5N^5V5326XL6lIMRJ`*Eyx-OHFZ()&BVXVER|Kw
zE>VyVAdk(aj=)022axO1V;>lgN6YJWK(V4FmCneEx@SZY-yV=MsUkvl&csU=XF|!A
zrid6n`l(qcK9{P~CO`E%%9$BD8s}1frT&?@<i^ZuRcV>SW4=r8OMdxO8|}%h)}}sL
zARCcKt;p_i%oLDS%|j>hs7tAKHWaP%SJ%wTp~i@ib}R=VSj+1`l5(ikDL$u~PeiuM
zIaLwaq;Os&t>-qQak;T;Wu1`8nNMxXy0x+V)9BR3VX<TRV6g-F)Phnct5%3T4kh1M
z?0X8zuTCQ^50JdguXdFZxfq@arsM&69w2)9qtFTv(o&B)e)wi^WetR^72Kp>J<4tp
z9sRv96+dk_ssg|-dGA$~-QnQbjW%?muv$sFAv9cdMZATgi>RY0KA##U<)+?6V9X*#
z)#B180sJZj<Ogs*KkUlyFs2{*mQ+K0-87|e=M1F#5o!YpDhS}+i>v-p1ukrN6aG;E
z$6mIzp7t-H_Fx^_@>tN0c9&3_NbN+m)@@zvyN&kcQ3EKTthY`hN~%e;urS)G9Hg$n
zv}u9DBff|tPQWLN2*A{|DBP+wO)ZKNEKxI4?_jka`4>aod&9i^aB#`0Yj<nR6d1RC
z!I+Pxlu^BCO}yljT(w~kyVf?jQEae<H;+|fqaI~oxywS?1y|%dtyv_HK9x~d(Bu*@
zb}WSlss8k#ETXZ!B=B9JS|y#xS&#$y%^+Tqqm)3Nl`583>(CFSfP8m()sK~K$K$hG
zW4i?ModS7$1+^<{1A{UaOty+@J=TKP@@?AA#khN9iZ0HR(RB2Cs9K8NR8%9$w+!0q
z7phKT19&a$eVr)d#JQ}jz{zF{9Bvx-iBxGoIY?Q@sJ3{NN)>4L2(<iE51iPbKP#&(
z*u{31SFp3~s9m_)20wXR{L>Zr0U6t%8T=`r3WDgl3IKe*3Y;URB8>MZO{wUFTOm}y
zm3%0$5<J*V&7p5S__r_wh<=d>%>k9va&|Y--vs6Z95as>0rS083ah3@vu5qNBR8f!
z)zn(p?X#M)H*D`>>myXJy84KUh9j~j)KK$DIGE%~?x@&?U0em6_%`fRk7B<ILl=w?
zhL$#PDeRt^5#XMsj(V6vBGFW~x@w>#{pKwFEfR6|h_E|?M=VXLhIYQIuZECX9Whi*
z=bbTmk9SV;Z=i0aay3x6G)kRJbD~tDIW?V8Hnx_-3kt?sy+gh0sXpu!4!Xp9_n`RN
z7WDN-4oa;J*X6s{Tk2sD^Hl6(Bek*Ai{fgj!K`~MjcJUepgY&%+a=b;Vy9*DJ>>0A
zg`243DX2b_K4_vYVB@*4-A(w6SSFop-~hJDqtw}NBJJyj(8$xseI8}ci4H$4jKy>K
zmd(|M(nEp$ZY=%PTn%M+Mde$r*e_6<7V093YK%5Yw^YZ{{>CcK`NYzP#_%s5TsJon
zP-#qzDEcJ^MPJk0`b{19a1bb=EgZ_N2}B)hd+LI~XFbcMsckS|y2gp)KYneI0CW^p
zW8+*bd&T^@ty)2*^&nstj#GbArO{jvF{(ie_z$1x-?jh%KGAP)iD4B>k6WS$6MbeH
z-3=W(sujvx^f$6ezc?$~TdTRu-rdzh5>0Cj-MxCKrDVF(npe-&2EKPiz{NviJ5`TY
z+td9vY8VR)r5j6CKZ;+ks`L7&!PKX%8e=B)QLSUAv2f$SzG^YXa(3X}7S&DlG0SvS
z8;HZzN4w!#gLTwA=4&y<c2_f)#|GkR0+s0jBz}Wc9MDhrM&f2~wXtx?F+=g&s(7&R
z8KzdG;67>-bI~w0KhBURpogcPB>P-s5hsVKo9K@b>Q%N)sM#_QIA-++4v}FL8tBL{
z*wZfpd8lZj`UBk<1ns_K)JM#_Bj;e%r2wm8{_tYeSPZQ*Lm^apoLZS`55u1a#$n*?
z9gfc?CaEJ>6t8Gr8;NjE<0q;=(z!&G^_!%=rH^AUJozfwcZ%AA-i}4V>M3dsiXR6>
zm8Yt+s6i4wYdlS@Li>_1rQx?oQys5jiJ4`lx`!%Ef|WDOQn5At-DD`^WA)%{;OjmG
z6&oePFb}3c+0|rq8J(Dl&vwjF*O_ysSt_oR`Y)ZH2^HBFsIw$?u@fihKNTc9%vL*4
z^de}=nhg6~U!<0!$;mKr_r>a9iAKy((K|~K_@!L5VkH96zGRqn^;~E7h7xK`U8!cq
zqU%e!q|n`!>KM8*A3#>EQU^)>z82Ecg=lT@a4+s+S*dD&5FUF8dEd%KaJB&MY}u@j
zZB(is{z+Pc{BD7zpgOf)tY)B3Yt+B##uBUZmy*v~Fg~^po!@Uc3@|E68%R}Fh`}qJ
z7PW4!aHg42D;-Wi%U5EMR6nAY#GL{}zf&e2A=KKa){%13tc_~0ch)W<$DHaNN+(BT
z$l~iA8qguGf5&dU;yZPo(=FF`S!u=hn6olL?wgD=okA-Tb@A9e_6Kz$`LBTu@@-N#
z;c&aB3h5O}UC5H?#ahVmDJ7cANttNtdW>lQVH!sCWup#N+W?968>MUr(3U2<Thl%i
zaReKm=_qg!5*faAyLziyS0YY`C3m5`DQYPxSyZ0sirbgslC=QpbyKs^)F0IdI=BE2
zJ7;c0lcRrB*U`(3h!QiY$PZSKd7=)Z`#+#4`)j=jR!kNe6zZE%$d_=7H>1#6!XX}W
zsBW!g7EpcZ#&&fa%iNVu&~}>tvs#PUyIS7qo4%`yU9&25>{xosu6*65Q}_<dkMmEe
z)#&L~G#0c2(|6+(fJ{%5Qh=lPPNdN_ene5>Uoe@~<yukL?k5zU+y|rb?TR-)L4waS
zUActat=${~X;z0(z2GJ3cBwVltghr+To0DI()e9i=T8%$C%c07Qz*b2`E=&p>MiR0
zGX`MkJ;<fm_o68`>0A`M6N{BsrW5mFfq61D+UbJ%$xbKc+a49=5t#i1W<EDI9H^-@
ze7{<kW$4C@?M3hRBkT2|v{X2;-p$3>0ScWMjr{HSCvO|AI-m}w#=FpDvxDkP>j}As
z8iBa*^1*u)z1<DDdxz9)l(ZLpq0_FtF3?--b3mtq`*`_3`%vEQuv&`-r=loHPUlCb
zQhAZSA2U*bAi=}1lY|$g96|K_4Fo9oC<1cX0~q-i#%0JT{P)UHxQ5?Bln(wKbJ*R3
zDCIu;!y$aeeHKs8!2*Yz5K;@z)3kW{@i&xlm&Ma_M_DE-Kt$2j<LXdWpgRQz;M{K8
z6KVnr?9P2OPj?ry6;sIj9a5s}c~qR)d4njp;FQ{o7Mw)d{^khOXFa7}X5qZ9-K}nM
zN{G_NQRUwq8B%L5g=g{^{(ymSBtI*S`V$dr?H|x1pT<&Sutz;5Mc)?_X5%M!znX3B
z88s_CJgtVamE9?^Px@e-1aEUj?ZB3Hr<DHbL+q}6O5wytA-F;QvzQ}`o<PHi=hU7w
z=$tx){VHnsxYod~y2ax1Nk{VZ;uLyv5fx4Y2Oh}yF6OUkP*pog&qi7PL@K|?RYw`Y
zpp;;MNB?&E%Ha4#<fs0Wc2*7c^83yaq4UwMi)wxvbxAFa`*APM!J)IG?3<_@q9k7(
z@U>%9x^!91OLZ<IdK5kbFo!Q=j;g?`+TE&_6O>M!bx?YK4wSM}q4O@3emU=?l=%WE
zx#_4ND1``0{Nh@=Yib8+F(<<2e@82?sj<?0fqkwk_E3dNK1UGYp}Fi0%=F)12X6mM
zXtD4OBm*gzfM_n=zXU|w&8J>Q5qI-H1tm9)mAJzjSCDNKE9~t@9j*Yfn@nW^IaEOA
zv-R`BSW#`dt+r%2dhi&Mg(}`rTS{3d?g31mv4@Mvt0)vz4Ey{X_PTrOIQqC=i=^Jy
z5Cz#iwU|WgI&f#Cir1aEpIis-qc_zeSSVR4?QSX~IPU2;A!Q9zdU+GL-DDyK?kWN|
zp9G`cAi)TDgq6%Zj+@QyL318qCd9U>1$>4p@ajr(m3$7|$`b^pp^ss1?G9Rf_gMXj
zX5Rtq8FciH6ZYY|PT0o;Y&V59IqZ-3ov>pc0JfV<Edd*6qO7@l^j0hv06QHmf37w{
zCJ^@s6T1)Pf1x&KK0PUI7Yp&}>0<6Wl=?#5NwJU6%J!G)UOM;)Fw@aLj{uV=MY|uP
zXvizopVjfGp&nr7o%b4>MMIxLa^h=9cJU}#Ux2M6!14_OfQ>~4VBz$d3S^EOKlR@r
z@k;*|^Y7H2JYr6AMIEKk##!mbgZSl!mXj90L(~7hg~4Au$8R^@sck63-{?R5)}C$P
zO6+b*8j2A*^reFz_5T~xC(*{gLA}8+M9vc*5IMtNp}fFAFF$t6qnbv7Rg_?bXS9wk
z2>7VBLEaGY4qafQEg#ih_!03Qj-&N*>4GLAT;f!LO3U`+{LGAhk(zFPgJ!#bQt#lF
zk5$X=Rx3uJuL|P)RCU$&0I$)Y_W+MvD)Zb+S_AU>fV8!<q~)ScAK*N0Dw+x8O*ry-
zA8@#!kFKSoZ9Ao^(qs;tjqgP%Oe>2UJRJF0SL7{lF4)?y;bS#M*80)#k3h{7ElFA>
zP`lM=NiUvYGr!~~i1A3X&!bo?%k}4G*F>P1+gB@RcT<G@K`Uu(K@qx^$n@Sku*mdU
z*CLqQoBPcFdb^mpt->Fk@WUJMnN*g)H>IT7f@v$$4BVgYlT{0)s(xBc%I&2kXZZ4P
z0x5d{S1A3Da><%wR2-HyZg*DMS+++(84|=;YNl#9wO(D%&06t7yBm^NfxWHp7@nfQ
z@agG#4kTOA88n5Kr`N*SI8MrIG-&W)k(JVNApI<vK`YEg_of?v*h1{C6g#+4r2V=U
z=1y%MTOuk`FT=?u&L-H<PhMI%X#_p=LW$)?)IKBJXoR;GP7gC`x!8G8)yK8n&Vo<}
zK`8zRmS`Ykr})euG`ET^9LGqd%vvz}w>Oo|tVQCd)kF3Vu4=l{uFTp!x|$y5i_fY}
zpc%O|FYC9-EN8q`fqm#r(=))Ed0<NPaezK;*UDK%-o7Z}s7JT(YCubTf!e#JS1uOA
zYr8l1oj~2yT1*64fO!wpmPQJ!L*uDUPOT;z$}9U0ig)p*o(i?^s(gt+Ln$^ZxW;DD
zs?Ey`n~(eAPW3DnxE;>5NP}ooW~b3tWpTLBHfLF>Y%XR$kj-iKG(o@(L%bl+Q<$AU
zSp4X(HODbd%h+CTftWi^4*KAa80mf1=0!gRXnELMLFtt%r3A-lE+423r@}eW2~PvH
zBwCph)_oOEmvTA{f5OjU_`JDAQLEf2;t^BIuhpT)xluPMzvhQq9xL)|A$GTh`U~6%
zH0wAF&!6JfFQ9d1gZo&cnDy^NcM52Ir2e9ELLV2y52Qr}wV$a;0IZA{SVAjI+Y4zk
zDJ=k=n?OdO)4V?gI#Bk@%S*n`ixR$oODm$)r^@*NvPDrXxAcd{c7_O$1BG$<&K5@+
zSWIihUJIlz`p_2qDZLOHp1L9(Mh%N=ODUxQ8Y)~un?y|u!dy@L(6oY1OExOxz*wWO
zC>l{1MMZ+N4&+k=)qV@o0$J?@K3Lqej}-WZ34Hua^7K+#ZPqt|8?ko+c?E058GcI7
z5GWE{j5u21mw0G#u=a$871MB0v$WP#VpD`PRV{8=v8*<Xo)ia+kPxj1rIdgfd(iz7
zPBZd#@UW67x7NXQwj`o-57&0a3Xr1(NTesel(D?lhCSmTy&gfDd#FG8l*cZ@@8z|U
z?2({*-&IqRm8S$yy9(L@I#&v9maeGnWkz2f7VanDNe~Rjv)D<cQEJUCtN<^yyJ?!h
z)2a_;A;ljSM|zZ+D3B+8L2jo@m9)0FNt_yrK-R4<^{A{hvwp^{*Ft>yx|nyesfTM_
zB<fvW3pLkO(Q-1DBm^m_0?fy8zOCTENiQnGvYn}LD2n(t$i7eqILaReqjq-HK21QI
zETHjYx8GMsa}PK);|`=PqteJ4S~2R8q<GP&8d?c<hx7Ek>8fl7&goae6rL`p?nSw3
zYR9R3Ww=BBS{PoGS{cA@(!0vA?WZT|aOzbBb7Z$VT2V@k5JeGAZ@9kAt3Ix60(jT$
zUb*R2B!IiMHCq6mA%OEt2{z3}ZR%-_aPfCmq!ujU@>@Nv7wgc^>R8|Q{aoxiM{JVO
zPxUe2?KJ=qclPUR4e3M!tt}hH>)74u%oTakgPM+DyV#@DJWAcC<rP~yCF_6$cj?)6
zK*CKQ2@-SYbhNhCcwhm{_1!%Se2L6H`1Q6c<b{GPUr@Ygq}7!^a-Qs6KZ<Xx;r$3W
z6J@>Bz_r$5^G;)Jha}~o#70^PDix%v=BXI%5Mx=aE4KfUU&2XB<+ynA^@0j3-9I^S
za6$a=B)*h<hiN^eCSS!H_D@a>&chmd6kkRW9kc>=H)e|kGk%P+ODpu?kgw_n^ruIy
zkirb;&qG(={x03P!i;aNEt4p$u@-91YNu7jPJ1)W%beX#i<H=Gk9AgxZd?+hiSv|m
zo5TP5(y`|7KkN{+rS>h*!PdjcV;<|T_Q+v{;D8j&m)3UBn&2G?mch9NU-qXG9kuH0
zrO@}xmBU)o?5M4j$ZQ1;$(^;?jQI@U!RT3kifgU;(a0!m5M^kK0dpZ1vF%KIM0k{?
zi^X8#h?mAX5ZB=q?QSh>@Q8RVN1Pm=#&<U|kkUh|%K8o9F+Y9)4ep^;VE8#J5<W7(
z#p)aBO%Lq?z3+fwGms)y17c85tqmpi!X%&25$5bk>pKD*2i~%?6L^7cyr@k#r=_2D
zbKw5XV>_EY;@&8-EbPem(BcHmpr?J{AI}Bw#{(!f0jbtwVTcE=z_-%l1Z^`_?}1@?
zwy(B<w)TK29}J-TJ%E;{f+u>4(T%lIN)Ii>Dh%)KwDYOn0x!;XTZMKv^*?#UyVc>{
z*2{?ix&`*m(|RNDcOOWX2Ws`P0cPp)?K05C#@l&TScvRRG-F;fu#E1fX;fv1)`h0_
z#4bkh1jN?qgEd^&!9g}CK-jyI0K;+?3;Q})tP()ol;a!&MlIFuFX+(9{)kR)GCMqy
z+0M!E6<*K;tnh~WcvZy?J12B^AiW!o72aJz=$0#?Ula;nhE1eXJCM$g8i~B==?JYF
zts4j@!o{IUT0#0aQma6JjMREEc@Q4}w+2%CLC&6OGFWh80bdHQ4RQ8N!caklRpy0u
zx5jsSB=d{t8NSK@oAi`r3|yz{An|;3`WUSm>&Vsl#tw4noV{W*&q*aSWf-SrpyfY-
z&%xpFt$Sm&L2R@@;#PH^h(5t19b}epDLg#wJ<2&Mq|pv8zj)NJ-y@g3f(y>=c44;%
z@j-lj5bd0RJnp*SaK)9wL4_VAebXPAaXUw=O@|iXep2f(AQ3%Ddq8PpFl4WgG1lo>
zKa3T?@sKKRDu#fYR-A&cJgaaL6x5lD8F@?+T+2=9utx?5zqnTN(;*t!r=c(61}FQ@
z4yH-d;NNXUgRKU;bj49prfcgcX#yI&J6&5u(nKI`MHMDG5oej?K#cc+05Qt?Om>=D
zp5nkMZS$!8m`9{If?@5ES$^Y$s?oFA7^H(+X;s+O!IbcCx?mkZt?X%DvX-6R&erlv
zmqZ)qT^XFPo_lSgX43#=`5df~OU%Gp6~9GGZ#`BxDO_mdbis=fXMpi}+A+h)s@_cD
zK(uBijPKT5nny|}zPQgfl#Y{Dm$e>ZITPNHP<Oso2R~lSL9fRQap{E9baB3xLThG&
z!l4D)7A&|tiJcL^Gt6-Se?AAmW2n$vC-7h9I)G=M2jFgvobw3$v;cmsGxnSiU2PP#
z1T*ag4w{`ALcc9R8)pQZG*{FYD1MbzgN7}`L=wIkF*VzK;Lo&78$!wRQ7esppYL>{
z$qP_4WRd1i{TK40jSHQi!xstAICP$}9JX<5<+4ZEc$<UeLe7UuHp;mQ@n?vY=`<Z`
z8Qf?z)RBCrU!~<BWtCO{r!{#4Q7HN5$-)(j#ypz6M1U_$-Bu%o!j6;$#!dFB=z$AM
z9c&~VCH5e8O^o7Z%N^aZbve4jP1SXeysijdd<TJdN8$Cb?jjSz;!nZrgp*g*^$6be
zJHpo^)@ymB6C8=}AFkwXDzqdW78N|yR_%xW4O)h2=iz!ShEi5y>L_pJABC(BeCgy)
zDBHC`t0X<*%CH`fUFGaSb+zz1ylmpeT7-c===o}A7mi&6dmLS>Ws?f<Lc1G^J07{-
z{5oc6sHtV8Yd;`^YB-Ei+p=KWFvo&4J8k_D0ifR|t*}&2Xs?a3Z#wWE-PoipqZ{i$
zr!sxsgsqyk+W;tNv*v@>19kIQ2^T1==Um|%9ITQAtJ)Owy_41c@13kxdQ|byBddFY
z6<=Wwvsjh<5rO#FFg~Rm8Aj`W)SBUhm}NuzAy*=JJJlvFiW+WnPKN%QfFRE{ZHjcq
zV}&Pz#OTcq5{%M*M%Nso5nG%j>|3E?=g;UGJaa>#dz;TZl6Wjg;K4vf8g6Rsq&k$i
z8Ee8Clzs=6-Zg}($l)&i@PfAP&{k6aAJGq0t$rv)dv<EESV;1Q-K1X%?6-b$U>_y0
zN7D6ePVD`*JF(+2n}yv?#Ve24UkL0xG(6j-#o%zBh27W>w0t$bY&QZz@rrmPv3xgn
z#`X){dtJ%AA!(1ckS>{kaBh#5C|wiy_R@+Sz{j)1#ycI@KYCR0&RWU#ru)A@g|!Dw
zk-s7gxV7`%BZoJFL&Mu%z7%v!^QOxCwFa!(2tJimq22qnhOEj6zA&#e!le`bQOqU>
zG#u-ywp$A|pB~gQG1kVT<VVM`l|_4i&pNikhHyEl5>4Oh?1I33plGe-=6TfdNujN8
zZMi7wG=j>KquL4zO4Y*jv7rI2Z;qZ%vyN(cXzB0TUG|ex^`2C%to!=)AIFffGW?Rq
zv=%gZKOm(Z(`vAbBa$P+Lg?2&v<wp7%XwUjl4#pOFgtTXdnlRGVLWo6DyOxdaD5GR
zN}SQ&)3`sh9_)5MdhrJq?0BElC>nnZE*VUzOS}T<*;z!oP3Nq&+DJ+)g11}x|B3Nd
z?>OS@^gCV|DLSjFnJv$2szeJ<px#kxbYA<NI$hK*u$kXfG37KZjG4RsLZU%0PXklU
zt5^+D!Ly?I<g;j=-)%T`R@14(4TRh(=b$h*^=ScbxO4+sLFq?Xok+|6(tKEYl}hEu
zq=siWy{O#<(8+R3>&l9L6_Jo6KgIT?aT$etW3ATLLfUv46dL}cXT}i14p6qgAY|<T
zu})uvGLdpu%WE0u!F8bHd#M~<&%0U+HhmPOR!kQxjiPsVv9&sxSM!}P%EiGls&wTq
z=aZ(s_c3?ezlXd%@djG!a$oDm*70h1r%d=wc+uvk*t)!Q(~0+>N1d5faSNl~ZOHMh
zz#Cl7?$&k|lJ5R@`y(T*IE%!BAJ5}tjy=*EG4IiQu;>*17(+)N%?FDz+J#Ft^_vIt
z>7HP-{oq|7z%%)Dbn=Ndg&N;OvZBzWdrl_B?mL-8aE&OmKR_YhEL{J<3BMgLw7WHz
z(<A(B0{&M|IT430Tzw~9RW^}xVB<#9*%w-4{NyAOT}k9}xXrYeaGTtZ0U_jXxXlUy
z!A&@~aG;4#oHX_b8i_RPDQJB4o+8g6!M*3QM@9Y~x!{DM)fITlkDU;ERhs-pYs%C_
zt1ApC(Gh?n-a@9rTdf$A5-F_#-sR@XC{U%%pKv<h=v!?yt#|<->)&Z-Sso#bqqOZ`
zBK2wCTOUjxUZRu-uP{;S<EknjB^<$es>drw7;E8CD!)fEfr1R*(C1`Ye#DA)3@5`z
zCeo>o*wr7IX!VJG7`T0tk`$yz5A^_gpz0ZE`X?=fHvEhH_}UwQE%*t!O2@bGt6{Y8
zEo{zt^m^yyvBRUn!h%Pg4-Ot@xfE1f{h;MGYf3u9n|1%emPRITeVN2wI*V`o^WSh=
zQ1Id#p`6zxMXy1NKLSB36`S?h$MBf+&nLvB;wq))K}-UZsr2Yyh-}sLHRhpDS{K>&
z<we8Ps3;yg)Mk1yy53OI&9O|!w1X%!U(rj<v+m0CcH+|OHOXJqam6(~M8~Rn47G{$
z&Pe?-=woSshJs)pJ(-&7D7bc1#}gkzx1Q|=n4=B79^Ovj2wwi_bwqaSg#lde!i;(Y
zoXrfj;WS?m<;<i<u%NMY<950bpRq38Ql3_1(ihXZ^k`{tW<8137h-l-u?i}sB&Q!o
zZ!$pc!cXY~>7b8ZPAX3S_#kfc$C^{K>J4bRT@R;h+4Nj&ywF4bz7Uv@O|L@>d{H-Z
zHr=1C@(3l&qssvx#t*;!a3;Inl<sAOmQFeJD(vW3-YK!!bst)uNzY)u$$^fh%9-_0
z^Q51?ma)5EC2$g#&l5+opt?0rQ2wlXH?ju+^u??IU9_-wE-GW;befd1!=(I>P+Xwi
z4j0nWvgyHIHOD!!@BnHbs0UK6ym}C;IgY!0HI#kh@{#7OygJSs7s;WAnbq^_xPZ}-
zx)spFrJ<It;<oRyWI}~p-*q(qDu7a2l>;`dMwfEvxoFc<Z8%Q3T5YoAar{;xep<~y
z;)guK>T%d);1XN$-mb#l1=&`QKx%ljY@~2{ykFIq9v9JDU^9X1Iya667uBQKIj+n1
zv@5AvII3zL|14fizlGfdUgPg^X0_saD_rvw&AU~pO=(B<akRF8ULrX<i^}XteET0i
ztT^E&T!&`e)bml%AiXY~D1^@15~TZ4>B4$BcgeaQS=AD(F!lM;^!HxgG`f^tpEXb7
zQ(qJMTuN`in(&r=qmx{^tG-IRGi&*1sdda{Pq6+gRWFK;+g4il!}U*I1y?%%Eeg}~
zk?2#Lk3@eqO%QQY7iAI2OUnj$)uXN@LBu+yL#ZV}#7z?KpYbq<*LM)Hj!msCr?+Ki
zlEhWeBr0ECZ^llER*$=qXk?x)uQ!tDSScMZiKiFk_2(2Fs()fnJc>7_M!og%G^8}}
z@j1h5Jns}YtxZI%T~HQ`t?TH2mxZGqr=lUS#mUP03R)YYhbf(q<I?qTkgie%59}_7
z>nm7wt`D+h%IW{favM?Hb3KR(R@EDkTpkd9tg4r1-|;H6xsvXK&7q(OeIezqh(aY&
zPh=CmDQqG9DrY4}Kdk;zmdBd5v(mIF7_~(zqb@)2lKQ3GhxS$0l`kXxK^2U2oM7yW
zRenM^2Hd^z^ty%~i=W&Yx5v9UN*h{KQ$Iz6szUMFTKW@YJgIf{5O#Y!1x8@#^6Ben
z1WGNFQc|Q|&MMm-iLy~gaBhVk7;RV$0vqb;*$|qX)o)aT$k0@riaYri66B)wFl^dZ
zhunjD`T^QrT_}1|T`%LlU}z(}g+I6C8DHB5dK{(JK;57yy*L$!(koKantBs6B}yNN
zxAfQ2anm_kk6~tVZP=B{HPs)}=6Z1Ww$1b&lJwdFRh?ec*9%(HR*nWR5nhd-&C1%r
zpr!6jPvZ0{w5I`@$k<YE&;0P(QD%hD=jM6_sT-Ls^}nf5G@7~HN-ry!+Z$WWENG|S
zrM%71OvdhdM~Th&TB)qnPDl$higd3Xoo|6D`0fkQnE#jGys39fy*cIV2tD7of}XHW
zdWgjSoM`ow8P!G)RV_V}<A9eZT~2ElRI-O&kBWBy-fcbfIyjG+&>4++cf|a$ac2hW
zy=XY&)(01c<9q6J=5@jVYDaNB_4c&1m)^_l(^<#+yR6B<-S#*O!n18_q}s+KTK(Hc
zkHlNErB0YHj!kmR7kIa5B8JQS1Wd`ttfoWkM^X08d@+Q4`s(j#NDr{8)=#e@;i<VN
zxuF!8&6q$+FFlkd4bby3Z8CRLH+93rpgrH)F=#{LF=&rc&v-qzDG$OO2f7=Nmbwmx
z2eYbN1&ZVQ{CAuV5d?WY&aWUI8m4EbrxU!wsY(LOIcFGBkuJ1#Ak3MeFU)y)G>)zF
z6XVgtk+T^6AT+iCc23%jz<7T&4bh?g2ndhq?@Vi=28cl{E$3>?7Xx&>uhTgdrw&DL
z@^jy?Z(bTZ8u`q<$yP{bw<go_@o@0`i5MKWgdwg^cCqU?TArwHrIy3cqfxXcQEy0>
z$LMWwWNy|7^n#mol87q54F~3T$>{>PkaV36k3jEz9lotbqMV=i-Zl~;-A%~^k0E`W
zu%nYmN2wDv8UuHTrDfwW7-D%-zHO(tpr54D-rMQ@X<s4|#Mp^QIns~O@l<Fu+Alp(
z--r`&77aYim}U7FpPHh_IIOwQSr$Lm1w9+*KySSe$TEUkqf<TNpCs_}eI)J&U8m~4
z+z)W^+hSr|0d~Hl)NZPtgFf!|PEQ@C>e;0$qLoXo)TYzEsrq{AIUZnEP1BbUn*bNR
zL=`7EiM*ZQAd-zDrURy%f|<g_*G+P`xHK7E;U+W7BbDib%D?S!9FU&@-!TiTlUm2H
ztK4oXUz@d>>Y#FC7P7?)vtZ&@9E5LklzcO6lT}(=5X(30lIS#awmyT{R1m73tnb8;
zItw<Yv6QKx#3zPs(@@AKhN{!SwmA)&F1n^IdChR}=rn_uESiCmk@MiYS!QB>?Ptxe
zD@ZR)b4fpd?QMtdr8ECKWN{(Nib=ey*aD2Q0khETtOa^y344UVM6vTQzb>$bMj(YO
z1ZrC{Bt9?HH!<I7Ry^SnX5<{KB*ct$VJ`Ay{-Tz8Uj*_{iKY5bDoLn&b1Bv=E#~Wd
ztLe~utaGemyFSbH`qXRz%I7WDOR(vps?Sp0hb>dZl^jG0gThwo<*C~WJ(3PCgz%je
z`V6-5tFZZE5rFV7`kAmq7q>6(d?^;YIPQUYnJ_}w8hse1)QD9WYToo<joy!WPv;TS
znC{Y(tId^b_0<x!Uap6lqu1;67#&!So-pXca;Harze0E<^<T+LHm(%C=a|*2t^#%|
zEU*q9n^@=38?mOhdh7fqeTX!b12rZB8XrlioAr{kYn7K5?cc1IViSehBv<4c%nDod
zKP38j4Ukt((Qh-h#-rf(BD&RFuk)iSY(JNhlBmH(7arF)I(c04sOJZdJT?d(4dSq*
zsJ{jg;NM-CC>~G16MY*s+6?>SYKMtDK%K$u&t|yTf3w+chyGro=*?g;>leMMOfNUX
z%8ZI^L1J|Es6L3~6oH%qxABq|+km@Wymvc#v<;B?CGZ;C5eD3Jr+5UsSpep@SL&_7
zYh$+W(;MUXgN2oinL%Nx$O6X*u%leT{zNxY_2bmZ#H`YbKBppE2|A#!V#~NRb_^Tt
zaAI!$ivx4oZeSio#vT`2FWTd<HND;g;BM{w>=F1+0yvLf9Qck4NO-L&S&}L451{`H
z^oR9M_-UEi_oFNN9cuFV5{Oyras6fZY28LOj$%GOc^bn{PX(MaM|6|rn#p^~t?EwU
zLYwzH2Ev~QF!O$#L0$*J_v-|?_@ILoYvxf6UN+)k)w4tJ;@hy-&+F-^+cCWf_P02t
z;WO#kF})QV&K3F&nd#y^yH)ErNFWV4t>>rQClO83ov`Q}MhCU0K9>+T@o9GY{e(W1
zEfAR8RO}Jd790`O*v}rN_KI1j>F*+1v(p}>_Ic#DTkzxC3Y_1`KlM!XWP(=}>0d$e
z{Y={Vr{03S7bM@flH9M-k{-wgoE<lpemw?$IDv3UFG|Y~=mw2Cqt9enXIWjx-pr)L
z<LDNi6-1qI&?@t#aQew_`m8Pmo<d5=qgON+vAeZ?$RnrylyY95flUom5B3^3%aQQr
zrK{($l3#WK&Nz^(^X-SSZ)VQJDpjdq&72M|%!fCm=?RqdCm6M~7zI)2C4Cn8p2o20
zN3~C5*l;GkXB<qn3Yczsk6Im+S4>(L&pHQJnR6IiZj!%yBy?DG5`V$L;wyR^>~mPu
z*x$3L_*E>K@N-2iCB(;-%`t1q6F|`^2y&0E>L;k`1*F%nuIXhYI&}eK<oPTzE;>8o
z<V8V2DnV%%kl8$URd&MKJ?KSqF9UtWTiAiX_LB#(lOFLO<M{cW*{552Q=FZMKqnY|
zW;>>ot+(}@wC=WEQ0l|A`u0M}H~o^P($VR7jcl1a`p@+43Lxaai@1!JPy+&joq5&S
z5j(FrSYTceW$kXb#I_eV9Ojn}3j%IUo$*K@O>_W1f-&<seEQ7;y#`LQTQt~{*%bc}
z4)H`NeCUe(oVCxqftuV#yC)y%D{vb);W6y%CU#zo^apnw_zQWIx<C>CV7(C(j#rG{
zy9bRwhud;f#C>$;!`U?CK05Q&Q@s<typOWvXL=K={y>xsfAHTm`Z;U6V>E?5gmA7G
zh)-)CA~DO|R~Ji9ytzxK-Cn9UoqD0~$8A20f(5k2OU+?@pqo!$>H&CR<73p}kB~y2
zKo8%_obv>q@#ihIpW-uqk8t@@$5y6$QuLRwEq@&&f9d7tH`p*TsL@-vh%(3FBAef0
z9lPeOUI?2Tjo#=Xz7k5lagiH5*jiUiG^+4UUqCmW18!R?^$tt-9`E&@)Z_*FNTSIv
zoW3&qrNh?YT%+Ah<1Ne9z3Iv;FnIV6Dn-1;cy$xH?a^IseD(K~kMQ>-PKG7Uq0oQz
zns}nZ8H{vga95?`3$T&-JXuXoy$vJ%yifW{ihc_kL#e%C<ig+WspV&VlC)F+c2jUq
z?46~(17Itkmwx49xT2HcgBSyCX~hR{#*UeE!J~=?)RY-hXksb3B5nBxdfLjyXKcM#
zc%di!<9`$TyQ2H}1gWV;d(!?zz2&OWghu}hH+XUg-_PmfltS5bBa&8rLLi!>8`C87
z=4XARM9aL4f?wZoN4~l6zS`ZAAx@U#<Z|M_dUfd;x3#sIa#S%&h^0hwIwOl%B`u!I
zS4s2dIvge?9p1jPKAlkjH-1q)#CI-AzHyirD%o4&309f(#tZ7K8ew?<X>fWY&`iu=
z;7if|Rt@XEZ&A(2O?#5l52BVj;P596fi_;$!iFLMkEJIzC(>uUDZ5)!uc%H&1GnS7
zEDafr9Jn!>=3|6F{d8~RKbw%aA7ka-Sd{mprs+_nVrHYYRNAUi9fAK+X5%#F&tSEf
z#rT^}`9L#Y$1SqsGv4pGPYPMHlCNR^x@FNW6Kuu<*snQ^2JEMKmbuuLc~mJU=xpJL
ze1DkdVxy06NtIcHDjlu$!&X`jKLcMnnh6b&pD~x_WJc8==#R{>1fK^tWij|gKWr3P
z4DD|EK8Y>p9l4Eqv@RR8gy%8*NX>4PbC>+=aa?^Ars3bfCi@#LSt+tu;IYpPe{@=L
zYLwdu@hw6wByi8udczkDyN0E;J<updqXNLf$cgs<4KOBAU&{bRXhTl0sB+vGNNxNa
zEV^)ob~lB{XSW%7`O5E2E=XD%(9yZU!A(w~l+8u~_i!gsT7=;*p5rvnZ?t2ZI0v?Y
z=s|v?1>Rz1k+83IC83!U3K;$pwedH?%o_!bDb@?EJPGO)eB2mE`vV*lZgDATE$t2j
zz4&d0V_g`X7xb;n%Gz}*^4|t+9>Hq@Jm1IU7re4n#`tSq%&00ArAB#;V5uPeUd(8O
zA6#j^`7T}IZN?Qh@RH)~`N85%34|7kC;;Q<qrnA$Zq!2CU|L%cz_=S@`^f_4rX&4V
z>z6Cyu>Q;<T*=`gP%^NzfsKfwXkb(s1DQ^8QC{|Y(f^J#Z_b8a4*(gBI)oUtiHf29
zJ0YO5kGD_7N*O*BTinP%-OCxD=+_cZy|TQ~QKHvD7<=4fQcF3^{o$KBoq~;gBIi35
zY>15t%3B)mnAx`3;0HYXLog(N3o{x^5tJ5;7AsS|N=6{7ynw&++rGfXcv&?HT*3Tl
z(`PT8E><$m(DxyLa=)@sOJc1=6>3n<>BL>j3rM6^gaJaSQbm{kKUvYy|7?z^>f_p4
z4v+nhTeT6!SP9D#z%_nB6}}~~H4?G5N^Jx042i@W@PAprS9qqYMn8?ew1@tvZOo+X
zmC*dWI>sh;-lK3X2tU>EJtvhR$B)sx;&OI3rMdBKkw!eduVOe}v(Tg}2BMn~zH`IF
zK=k9iZzZMkA`O)m)iR=4*g_sp%2S@&MlDu;A?Hzcp-Vpme9I#y(#a#nqi~>u$Np+g
z9tm6yZwS9p9Ubzlu@Of@YM_vxshQ3T?QSjR^N2q{j79$jMh~`w<7V3y;_-*k7(e+s
zImH!t0kc_@fiFaUR10pix1q5?qRzG98!5E7HlXkvu5}#;PO4Uy7Y(iJM47Rk10@Zt
z2OGO7FYFOx0f7<c7_w5U7|dTG)Tjv@J($vB_z&MGjPR0+TnvmzGTf+7=bB-L8P&#C
zjV3n$;C1*@B6}22;hSKhfQpa2aSa_KuLoJWP`0cQ%1#!sWu_x7jVLPL7_b|)G6E$$
z+40a?2{Z05!;4XL6C>1IbJf@<OKY5}ZZ!FC&?qV>@gpZbw+xMX#v!9w8iQ6I#2E#M
zHAPUkvO&p2?JMAP&8a-LQS^MckwiV4A;-Xb2S*qsX?X`@5d|E>fSK0GIBr&IVc@Ym
zfB($=E(j1=TS1%kWfErJR>pSCN_mRJVa`hIjixro8P!RTH*(<?WL!&3$}>9~KDf=6
zy9^cu&-)nDh0#WKgpL7aZ9yhJYayAfI$Le<34p)4F1Rbo`K#-8eN|%~>uU7j?S=P7
zd)<ejy#u|`-m_swF3J~g#F*`e8(HyPKYdUeT@pm6O4yoM1S18Xkt2=6X6?Sbt#w8_
z%H1D=)+QKhw#0HudN$PXF}L-1G*fUGLLl5D8+|ts4Q?C;>H8CnB3NkjNkqHR!x4PD
zb+?7nrYS};jc#L$qyZx!^z(PNAnUW)j%KGA2hAFz92DD<Um|3z*La!ni4F@Ev>NC*
z7fLrx#6OSb8Uf@x$zn9mz}Kk_o(v~jMFzf3EpqA?_}QjA;ZI&_!8eypH%4&-1<W<X
zxf$*Rkt>ZFv~Dhh_pdaHvEy7A-?jnt(ev=n-?bDxY^s3!O>l^UG-{P`1mEe07RRhM
z@Xbwm78utItD8Ts5cbGQep>)?!b)gdxWy>Kx-R3^E3p=R9YcR*Ltn>UG<2F#%T`zT
zSFP1h*CoZ6C7Ey6d@;oFbxuPBu6G#X!e(I2xeGnkev46)R_-$L(19&h8aW)(RCJW+
z&m=0Af~vfaou7T};~*|KZ<JBPeEXv@RT8g5JhlxATK6|H<5d%>yWpBje?@0^-0tY?
zv%jL@+(*%Hn_Xyl%~3SGZx<TIx8B#F*kj1Wcn25VgNEnUww1F!n`m|LALfU>7Nw3S
zjE;0N6~)p?BcB<#-%05RGzXlsC>@37_2(=~N1>UoKEB!=CYvqVDD(%c)%Ak41bKAq
zi?x0`;j~u%lMdCF&%$l8+(Kt`IER0h+=AQub`EaidmEWN6~6#Io$nZnB=glp<1fQK
z-9s*pbdMjf;*Jvd97tQ<LNhC#8^v%lPP%7QXMHvLcLv@O&ykMqZW}7PwCEiu@B7jq
z>F0aUZ8^x*XK;|O!KdiI;N0ao)UEp$OC6bl-$319jjo=+Yk|HHpBrtPAb6L536&i_
z8~Elo+bf68dmlkj_QKHW`7bC=^0MWUmROpK+OTGl{%8G1BW<>vY@|l}PT-yDUlfzq
z5LDywt<Yz_hT`$f`KiNUo`hkrTAx`Cv;Cqi2P6A-BZFy^Z6dnuv)M}U?V)G&tz$CT
zY#@*ogT98B4QC}vBbN8bW-CT(ylgS%!)!Ku*%)4$7G_q=VS~5-klqFd<YyQXeNf4I
zB1ETsY+n<t$yseB_+2LA`hUo6i)1@i^99hh)f7F@=0}zD*a}&PmonHwd{b7t%tw<j
zXydR_v`DYR@RcZ6Hd`3JR>m31Thj9cTWz`=U^|K%HI@p@smHTnXNFHvpR(J;qUfo!
zO!7n7*Iay#A6W8TPVY5h;&ufv)#KbcNlZliY9DB2qzU<L5tv}p{B70*8<+=&zOxmu
z6=K0$sc*?OF07_&G<5g3K0>Do*pAcF+_39~g0@lrhpnp&tm5dR-3cUlYk3cM2u_hC
z_=g5}EAG&i;?@>v(O|`jG{D8JNRc8%9xlb5;4Urh6!-7U%x+<~+aF!>=FXjS?#$fr
z8N76n!N=R$X&G!HM>7KFqRhzud66RMd?bR<)P6}_G9yT->x*Q=B?VV%<2@;iaZ(6S
z<=noqc#cC*SSBf)%?%36B!wkT3h|+IWf$h2KbA%`M&o7kw>K*Qp?*gN@mmXp9gwhG
z8Yalm(v0jDF?LIc;X#ivIYBL|v9A?H=0YH!XTvnAk_Wd#xO7bNq!ushJ$jeavNba2
zXns8Bk}<!p6pLCQ`k1+CTz+3AoTw5yb1raX&g39k^Yoak%8lGWBmR>zDGw~3lZxcA
zGvk}QR;g;^sbMM~CUvBjQ2@`|LHZ)vSJ>}LW|}AT$seJM>T;>5uRL2SQUAtKr=#xw
z^W|246A1_AJE70`kBewo+&4sKO7r}n6J6Z*oq_`}oHx2!CWy*<QmmlG=r760rFa%a
zHuiO)-G%M!z#IY34wu+$PfjyrNfVQd(#MqcRbaUm3LlVdAsuW7A26mg{7%kTl(%dP
zc|8ndUg*e`xuN2<&rix*L|I>)q?Y-ApmwE<ud~9+ipYLf<X>e`dsa-6q+d%QLo?%^
z47;3lE@=^CeLWS-_arvgky%OUQAJ-ODpe8XY=I;<cOi|>4{`@8`f{_mQu8b)uZ6)9
zm3$c#I$jza(C&^<*j7)$-z10mWh4i7!Bc9HEP5%++eNQ?c@#ZYnz+5+V@$Tt!KOaT
z@*6TJ1|^MCm{bE*XmSl-cAS$6d;ve5?l(vFEd7r=K)>Y#^{ogT@C1daWo_R`*<I|I
z4-FDRf5G81ymAL+xOq2kCA%axsce<R#v;t`N@y8v&*kezx2i%h_jy#d8VI_CaLd03
z!KDs@N$GN3G)1#H%V;)T(xh(nP`Redl&3f;t_)tS=Szb}G-@EH3ODe@Dav|J!9Qe9
zWvyiq!A;&E>36AHC9BlhI#$Ue{}&+Q62eme9z<5Uh|FsOBIy?iBB>Y2B3Gy>h@{2^
z56G(&iyV2iHk5Mb#bozK*Nv`OE#8inlJzOF9-7z<vWc~WD$|bUzO5MQaE*SK#-L>U
zroP3vu8>l&2Hg<Zig7lMu($HnptwdzVoED?ak_cx!TSLobk}~Q3wK_hO_fY138v{N
z(U-o@l}VCmyp!q1P}=hc4&!`ey6sEfX}Zw_Ie6?VU%W!Cn!*#r6E(Gq-=EDS2O88u
zgsgAjU{JlK&EURd;7Sp13V1NsC>Y4sVTA{*+YTNu<zk*=xcu-yJ6{!+bTQS*g)RAu
z9eK4a*rdHL5{J5412V>4V-*(dDY#u`0exk`Z_@_w{WQIe1Af#ufZw;RFCFXPsRhpq
zc);H#;oH5P02Szp0yjaxXX6&jPTbC}@ZI>M_1}t{#I9gWH(x-Z$?Z_CP&Y9ON2j<v
zFL7@vS$hEenX0w7bD&QLi$aA?BBXC82Ze~vHies>iD8uQL1CAh!nq!x5LhB|z`)UN
zUpZWX82BEwMP1^^f&HOWHQ?y0p)(z4jfT4-S2FkZVT<hNBC_8V`GCxovfZtUQOQ&4
zAfHIfEUU=c??A6v7qs*K@8J(z`VM)L+fS_rVI<J6FACL|CGwEk5=u81c1zmN7lkVl
zIWhlFPGU!B*<fFO+T0)R^z;6h>PgoVY<}zS!$U#8^n~euqJ2H>Ou5<1VzARwSHj1M
z;f6m#l26O8{1NzFX&&>$e}v=ziD^qkZiG?V!9E;GTPnKaiIzHY;{*qNo&N00+qeF{
z<aA{);MX1M`-RH(1Lj2ZLq8jH=l&8iE90pOE3o!b!ia$u=D!C5vn$Edo|sR_0wvxf
zTRYrWi47O%*^s3aGs5>dz5;%n6aHD6GXlNjTZ2#$qG;;~Uo_1eiT=VIA&te!Sv=Fk
z$R&P=L{Ha;f>#`+8-@^cimhwCmk)yl#I@e%JyW{iiTbQWEv{b`FW_$Z*;gNZ>$qPq
zZc(V>7+*ttl+maL@14jmh0@IRaHZm@VQs8$GQArP5-ms>>uX7+#-a0-K}7VsB3_nN
zApb~72aiE=^=_#vA2VaYD47|PMk6m=%C35{!d=&VSqJ_pK;71&ADL>FPp7f*zF1|D
zpr-c!UCx$|PEHZCP--$w@MYuICvqfx5cbL1<ln(j6MW%}l8*5e3l5m<TciYgPWG))
zaLcoo_%-T2)i;cO9gFM`D<|tb#jbzk*JHfor=0YZyg@Uk`&QDxU!btaBHu+i_6zdA
z4|Zhw{<B>9w;(PC?_Jm84O8&0Nk`%lbIvSZ>0pHkzG9(#ZaFPYEr{zrUra@axFWCq
zG+(_>3RCEG1n|OyM`5nc@)Zh>nT}xxpYk{{6QlPiLQ5hN_-TnR1)X0E7xm37M5(vL
zSB<XB!o<LnCBAnG<(mr+a%H)1i4r`u+_z4l-Sd%-SX!F60P?~>_jnTJsnkMWgcyg5
z#k}7aN~2KX-w-2WwQnA7Q$~yjtI=L3TkI3tNaGd*Ov|;t_LO=F!a{<+N;GQ;QlA<0
z6$+t8zaw>Xqwi#5)_yq!GO<GR@DHCEJigLbg3;GId~aygYG3h0yZP2xWf!W`&pUj2
zaL-O(D}{Eg@pW|1A3fuKDT*@>rx}M(q^|D<@V#r1_SbvhYi}&)b({tUed&X5_xLb5
zaeRZXSg`ayA5Lriy$wV}O<um;D*Bl7+~F&ay<HegSy#Ai`4h^-6>k0=)})CW1#WBS
zrCV%3vZ2&tZC8kEgnTQkf}Mem>_*-^*axiD4*T-qbQuyW<ZlImPfGV^!L5gVNpTEq
z4=OJ%l-lPj8?1fQmtVoQIxdfW=U4W?G7$%SJt^@%3pk#4Ls-D2i-l3^hk6$pcEDFm
zmYxlsX<}mRkS|-nbt~IvVHDXjG@mS2uTEf?erLC@G`qHfHv;U+3c7W|R~=jJ1&fPL
z7KwvDp7ddT{qZ5>_^wmFt_qAQ;9sN_hi&-Bj=;A6JBulkK?$fr7ioP0g5I}et*H7j
z%j~SkO5vwn350t>#+ICf&AJ8o?0H{G%5xshyY)(Oi_nbo=$kfQNs%vcVt1v(>R2?4
zxQ#wU#9lPG2T%G^Q?sMKG_?7G?`K+l0vv{3#JHRao&?M$)bXUvVB{&ALBTUJ=#0(a
z{TZ9VYMEq&GfBgfff^QHCjk?`?+rg4yXvdVF0B-o31QBx=3l-%?3}d5X{RonkowE_
zk~*9R(wujEC2^krJm8$BTo-JlRWDjaB^kwBM=?50QI`=mW@%V+`tvfNiskMY5$JcR
zPvQwRB8;y7h2<LMmai(FQcJjk7OEljza>6A4S&5q97aaN$Wf;G%SMT<ZUPIga`_8b
z#9Mgl{stEQ79K@k2Zegn_PTA+*ViqJQoS2!d0g64dV)+AM&0k5QPkx%s$KI3XmHL5
zr0fJH(jK4|;$0{XHNgorb+E!iUp7Y7ZuyD@=RNjK4#9plFF_oMKY$6G`?sZasm)!0
zPN3;`0UFoXwxq)M09rgLmz!EY|8Gj^X!#4@e){4*jI#QrFG9h4;#>|&uHN?*bXUsM
zVYrkcQ9k}6b~T#u0J@*N#yGMIk5isy45QwECdy1#{=!WZ8z1}n)2Vm9<+NaxS&lk9
zMha!$`QjNa{o&Gh*kWuYbrgj@hZbS+R?p!PA1HcjO7_BMd5m3BHnXrUZ*Zbt!^h)k
zFss2iz|_+5wbQHY;VR)5?yjObAu7LtN3gxM%25Qe29JlRQ3|bl4exe{9*3xhNe@*o
zu<+HQmb=8WN$ZBa^NIcMbn=6*FuS#CqM_mzQMieT3skF*Rn{|p4$m@?)$$U5`qXCp
z7S?bzMs2tHUpKwYhs~5fsCcfm9akEY{@-KbIQ-iNa-VqXTw(Hfxwy7Gxuy=rrSDuH
z)xwGa9oN+PY$$FP!@aJ4XT;CL<Ptth3<hEef3B3HjA6L*^n;<cra!_|xo*$4%CHEh
zjy#_10O_OK?iiug!FD4KiCte!k0R9S_;OPR{&FhI7e>)#!ZOlazxpF(P=TspK#gN;
z4Hs7aqKhhEiAHC#rivMRmeCGdu5-v;an1cVNpXI*l7ZOwlByY52_fNkB?Twr(cI+Y
zo-ZG*Nv77s>9p3S%5QKjoLv1M`%-8Lv|QsbeF4Zn6R#WvFD6%0DYPj<#r$bX^^n2_
z$aGyX3d+)yE@0uGF7dadh$O&|@`RUg)8OKfxk-TEpB5L7toPJY*b{#N6ongF6rD+{
zR#*NO1lZ*@)F_==7++!X3r+?_!>CeUtZO|@r~XAD$$>tQ0oldg%2Zv_|C8vSrLfSa
zUdwg*T~fuUbRRV<J<6n3p*^X=<NHXQV~$Lt7IsVGt^$u-0H((saD?T5nbjt&)mkbO
zW5lRyt-6t}7%7u5TY5LMnuj$L=?5Ak@RJHrGK|Jm0;k%ua4dUh7WFJ;O{W%DW>KFk
z>TL3-!oisG+0=RL2Z`PlyOiX3D!t@LUuIMbV{iGCjL09+Qsv16N@6i+m8XJOPf{hV
zMwMT<us)~y1-rOb_^PvOsdO$pi+Xk~zof_SWKve<4$hhSDMLw9r4PB(y%e7r*~D`5
zY<ezYQOzs>cX%r6O)atl9D2}MDK4K{NI69rv)j1;$c~`)`P7t3v<UQ{awb;66E`5l
z97lHs&OVIN6oKuEM*(h=AV-ha&Xz^tAVLGFux`+i50!%5il`M7(sBXssu=aOf-U(R
zmfs~<S(<#$=a$Lq=7GuU(#Sl3E*h|mc>!HCV844Rs4Ael`^1%~_FgsWU*sm`oQ00q
zX<R%yFgzv<SjE<;h$3n#3N4~$RgO#DN1ZIHTP*rS{mbH!r(g})l=Y4QR`HOoK}rea
z!BN^?07OKWvR*+1iZRsZBGB(jtd?gURF`E(JYgmBVRK2fGOM>vWI=5zS_-ARw$xW+
zog)kC(1Y^oV_IDp*sqsHtB1Y#0#prZT?C+nGhI_u+8t9sR@nPu2<zV~q&ZD4jxbEr
zOe%re>r!6N6KtJN3k-mU)6;TlS(YHsvP0{rLwOuIIwaxlcfxHT;U)$l375Vrg`%*Z
z7MB7b(KlOM+A=RCD<gucm9dR`sf=Y@mUX@GOD^q=J@Gbx&uoKLRB`INbXBz?tGQkn
zwkoZwsup2Yg|0xQ^$x=}MN`G^nW|M=)k&|eW}t2()N)j~JRrQQrnY5mMKq-nT`q6i
z`EmsWrY?&%X^0&-u##=)G?k^HX;5WY+Lc-hPvpRGbr$@jKwhGjT7ex9$l0Ftw5FC?
z5MN=2olfYjD5|!)n1)sbnq+m<IqaIJSZi4+|EvbF_BGHQ`MNsny_2R@2W0GoYDxKO
zAZSlryi|;**6O2LyAt}!6LqUkQODN<>dG60y>YM}N|f?KSD?%WhrQc`(aLq$BMf^d
zp>_4uZWLDwsejc#9gk<MdFt4rnW?sI>a(?N)NAShbs4%>2SMo3;1NOon8tuFa1xzA
zrhy3?0o|2cJ5T5U@zLOC8Uy;S4Ya*gq8O}$)M=s?RJKcHTb$TC(19jsc+S)VrUgya
zpDDIJFm0h;^=-I08`yB4HV{F%8zM;b21@I=rFct2go_&~Qf(Aj>Pn%rC)^IwZQ#V;
z_pIzjZsYJ$8!fMQv89@eiZ{lw`b#a<+^m#TTO7fkG^AaFwOXkS6-wU(_3>(J^_fCL
zn*d*N+SJ5`-mxj5y=sW^QJ|R!>d*{9qM>}(3_+ryoam|kTTj$oIclp=FZ)KV#I|mv
z)>Uv2bR*?zs}^M&g|5IlC)DpzA4kjjn1n93Q*+b6YHC^P-VzYv+Nq=184*ocN3pHY
zaW@b6deMT`7IgN^4m7?7_>aY8_SbeX!SJ&KO1LZ4UV?$U-T9ukJ4NVmN3|O60i5$S
zdXYtOLxfrmAFd@(Xp_UtKZH?2yp6qj7xjM<`?GHV?@DKNA+>G`%NC-^ZEd4hY-f3F
zn2^JADeOa!yQ*F3RC}PG*$s4~JHV&7g!+0~|A$Yk-?6(|39FZ!09&&O@64)2@g})o
z@Q0H@|FHPdBQuh}H=5Gv->L(sL?>Wx@SVDu{^$hkf6(ntHum|QE$k14Duiw6g0PP-
zRMqK<xcurHoWdy66YN}x#d!kn4+l{V&zK5l__(K9g|9+(gX!~A=U!?_e7LSa)Mkh2
z2jgnHQ<$&@@<sGVcO?9@w|W&9eTalz!b7A-O#7WAKuNy`wJ56ky@cPAE`ARMqMI_p
zQ^7D#<b!23#R1PQm~7*i+49X)s-M~j%U}Y>QYYx)+=1sOv%lJ#iuFR0@Z!n&pLmwG
z9Xe?3tUn85?fjt7fFmGRd)XPVzPE+{<PX5Vl=L4FA{zTyKOzK;Jq~0<4u;`f>5lS*
zKU~7MuR#ouIT*({__<;hy@fj+HP05S?;c4pgVfCQXpqWJgzzK+xe)e=$N4!-UR@#F
z{FWi$CaSU85C5t?L|uYARCzQU207Hv<}<9n#plZb;FF7{3_ytNsSiXnF{d<G5^|+B
z&Xds3l8|`N4W%hS7k^S~vEKz3wrC4()WDD(PnmQ03!LzO38Qn9?N+MANVTMd|H~kB
z&}z}+rf7cfYYCZ6RYt1yDAQnIUO){8+ia49G=BjN!#A%KCWKMk(y$J+Yp6wyeYRD!
z2reWOJ*oX7scmbDL5QF>;AgcdRwWaLp`v6bV~pB^WtaN0Y;|M|(cUrYDatb($(|jn
zzGCG(#U{%tvTB4R!CDEafJ@mFi$vQ|775xu3J%I8HPw>>VbWp@#v=lLtqH0@^@f@L
z_}E%e%0j_I{T0Z0&wg}9niH>PqGl7+eC$^Vceaz&^x)A6>L7*A{R|*6q_(4Hlhm_p
z+g3VC>YoZ0!iJ%lTsB2j1LwKcc6mCS<{Hv<fXL~|YIM?V|0=B6E@RCeUv@aNmC{U6
zJMgoncHEQ?-Epl(_|X*j%bQa$Rvt74#b7qAA7d2*+&ZC5fFlUo#xFj@1G0~2pw!PM
z-*^a!egRFx5I?7oQnFHt>1sB7xRl?;ah9hUr^}Ln`y)h2$Vf|O;O4W485qpfluD~o
z+zhoVP7w>Gm9{yG!yGC+Q{961lQ>GXEdqtbo6*(H=n2%Cr7lw1O3amL`vj}O#r}Rl
zYKSB?L<j_2nt!#*#>uHx*-++qBADk%YmTI~ey%zamum}fdu(te<lVKie^uM!Xt7|m
z)5&T9)tIMV!R_tn?zEe)8VWs{fqdCXIcD0`^XW{hWGmZwwL@6cY=p@v?AaD%mO%vi
zUFsKkLS7I?0kX#*H5RG$Smo`)ZI<6|Sv5ViUan%}*dmNZ$_vebG6?&`Z7vC;*i<-q
zB;4k##p>@=?pJX5X^E;SthGd1hDyz|S>&B>xy&95z^@D~U0`!4z0l?`O>%Ihw9JzO
z(iii6qVWX>m7-T*?y=u;Gy=P}%P#VEdbk`jf7_+nElvU}f^jQUY#N@k2(XW?RC_4w
zl7zj5S}X=QarUM95`Yuumw#Cb+*@ehQUpCnXSSkdzavOowVLWr*+X_Fu*wtn3XD}N
z;AWdbYvBgV()hJ-gQaN4TD3JRCDj!F(_!c})FG&zr;W=2bKp8PL}5*ZT)-u_)|y(K
zxY9;kVHFS;r@pIzSj?;@Ta6%b@VfVEI6s$ybpo%uXSs%AH>p#UtpX|A_$L{g)o%E5
z#({NCs2fm`-e3clC=&zbsoJD1>QEZD7O8IAq9#z*AONkSra=G_(*PCLS%qTodJ(c=
zJwimm{$c|niH>}d9m2S-q&9mR7XZqv#meZwy{d_ePB2dH_b19ji5(P^J#h>@_!F&a
zQK_%c4u_Su(wKcJ&KK`M-}me$w4DQJ&JJ}TW!j~VVf8(u;O-2*1~PPu#bNwba41B3
zw}OM{+ce#V5cF+uUkmRGI}`lV)7o2kKYkEfzk?!kCyoh26ft3xcOSfV)_rPLwnjqv
z!>Md1M}L(z{%HeGM|=0FUvu<1_`ljDO4s3-XH0Cl<s`n|DM_%0o>IGc?>;N7$PikM
zdhbRTpFd?u$99933&|eOeA$T!k4;!pMP&`AnTJs)3-1&I@cg*#1Y_F#J4JDd+UdxX
zeYmNL??xBJY1=+b>s&}sXUP7|vAv)g<av~i|2kdvZ?-0=n^-NO487z5`|NVob-zWg
zlO6Wx0K&uoK+G8rK8WJR=Zx71A>nsHIp|3X0EHhFTM!zbgdbfcXtCux>FP;LxZ>OW
z4&IS+@;V&+;got%p*x3F?BqD3-eL6R5tN;!c(B|?y#1(!__kExcd9sw^}Svp9jL-_
z;QrwvCRjsh{6*e>cFHAq;yx^@Ng+CO2|hl3#_-ZCdY8zKJhc0g%Fj#-UAcBSvg0^4
zy{!ICzn_F7`r(S2T%iJ|fI1g-IAsrSE1XfqiWOEexCVsHK5y5C0vBwkgFV%s@~jZY
zDf*f^oc%8Fu|>P+-Zd<gV233qyTA$XOmN_JH8)Q8UIM}!H`Ij+CBF=W3#j^K+peXq
zNV}r1%T)wiD$ZGUZS)t!c-8&mFO+eY(0Nazo(ZFbDIxjzYn&>*y9);-Ec^LxVcG0-
z>#kajW#28FS(e=n%U+}(?x~k(-8JC;<vwpf%LzH0f$o0YM!w{RRU%r6uz*X)Wea)3
z+ZOVbw}IRxbj1_-MQe_!%VSi`g#s`8bvHeDjQPA@Wn#0Pfd2}U_v?z=<i`G^UZ6F1
zfqlUfwJu7<J=lCUb+`xQVu7IHedIjfV#6+aYP)7ZZ~M@KzWt%l@bV!v{P;q}Y5Ygf
zQ0k>RpLRYHL2n+Z|5+mjC@~xt`^P4}QY+Jj$B35dH3q4f|G~hgMXtmt`TNiq@V!>+
zQpYE7A?a!5Ys{o}dV{5%CU9QUARPV7w)w7S(&m)qIpT|@KH&pTJcr_&NkTKS2_NH_
zSp4N{OMJDs_A9L9i-QF{-m4ARmOT{L1dlE6p%3pdjlN-zaCgByj#6+xOq^U<h_l=Z
zU3{e$Uvo?QSz)Jzu-_&8K>F<@Z>&P`R7k-i9(e=sq6z)-EkKGUG_Y5cI+uz^o)zvs
zWlF3KK(`?>OpC!YGshBZC0P-nAW(3x1Moj#RP`wK-Q#AwG&D9;8&3z`Bgvy-T1VO)
zruAm^L^K?0?*GBE=)~VOG1R0UOe>6lrA)KXRu0i5TACZ8752N5dM2=@b8Xf6C#=Vp
z6GN=SXz_Cz;r&uoYk(dG$Ie#or4gEz6JNo8r4#%MdZB4|XjWn*yTZ^$(gH&xmf$J-
zQW`r`m;}!rNOQO}zQT~HCF@M#KByF1r@r)oiA(CWXBB)Q2NB}ZO;LU`2DGNE&_3Zi
zV(9mP_7#qA1(Ilm0{QkiGU07luwfDn8^!8tTJhjNNi`p%l^Tqjk8Wu&uIR;H)d7k3
zVljN;O8hP*@9D9D*}Jd^%{npPIs(XDLLWSlzqLknskC0~4}mv)84!wY%jVQt9=Z_F
zRN9hS%cm@pX)kdSP^du??JG*1UfV>avS?-L#{j^BNICx7MtYP?tHJ-Zh5ShX$`zYY
znH1Ux!u|Oc!CTTwF0qhs`BKIH6p$0A>J#r5rNSkbh{g}mJg(>1o)c&NMD7eIifbSb
zWYU_VgAtcSiwV!Y-(ovHQp?HNnlvdAx18se3FJiZC&Q-DAj_=ba+{i|wPL{yS+uH*
zRrVA_6U~Xmr?rT&HbM;JZ!-h3Ra~UBAcMt*)Qm8VD=D8Rmrw$iAJNy~;Ms5cscSAR
zKfb~m^POO|;LThhO4%ck&VW4H%V3W@T4IIm64C*ev>r~|r?R0mFpE}<!uWb{qU<P#
z^Qm}t02V#s<JnPz(5$i#lFWSSk^^CHqO=2aF9*u65(B5h(jDMv5VK!S?LT`<HBJEA
z4rgIPNnDEByMUIQs+UV#nu_NF&Ta*?N;D^zRxhX()ZQ^Fn_DXuEL%kTIx%Z0^afYt
z)v7VdQCb^LyQ2}~PHAlx<<GB)y_~c1Yk5h$<0USSEnW`q4Rx)EJpcT>FO~`wfc&m9
zS~+$>=%TH$S_Hi<fJ|>%R+~iOMZi6GIc)-a^-1{M5?VxjsnI>@+me?1J6ci`mtk3J
zLvf{`HoP(BF^-qgs?dZXnz#$(c`UGq=V7N;)atP22ZcLmOqnWarLjLCp(NZvgM*Ip
zl`fp(uB-fZo<zZYl{8#WJhBXQU#S8MpQ@sr!Na9I8kWyXm(|h>P>;(>P&jVlr7=Ue
z>}rlE4?Q`{CrU-v$_oW)Dj@6h?^pyCt)Vre$rTWOq=wd-{;7a$Z$P;!{x|c|$;`vu
zn||ulO3O;`Yic#=enmw6sh0MG@<c!&t%erCGKb4^#Zis5w)DOZ?DFV)IEAB?QBEe*
z(QsbSPcb#M^1&xnwE_wasE6w{2UmwCalPir>acL-7TP$PPy@duZK*A%=$bN*XVipU
zr!>?CQuSI0tJg^DF{w5RO!~%Jh(e9)X#6xt%vV}F8qid$j3+AL!BRBURtLlCYF{Pd
z?R%$&(116J1dFbex)Ic*XszKEsz%Urv9*ScIhmROX!KXw6eYO7sTD7(72-8*uZ^Yi
ztq>(!2Q8jPv<6asCVgRsjv6kI`4Y)*p)&onZ)r?N_&$+*md@Ia;J&XdHTl{@P492D
zpXp9}sEPd!3fFaj8XTHWLQvBS7gTE%=u%_&(+r)UaMQmE!+216skLxVZF}%WXG?3f
zZ=rQWA8j-x{tjAe_eJ;P83np&g(z<?EkcP6X6dIDMF+13h)wFRZN{YnJ*~LS`e=E@
zr8&=rAVZV)Mg0Cl;b6udr80dnDqa?+nXF<s9XyD$xygqiGn)2?%!gsx{b1dJT5m-<
zh+Km#2XW(*c$k6bUYXl{-4H+&yYM!T)M_(-f~XNX#g5WSV(lg{0&SZw!BHcs(T-8t
zE-E(^$?X`eoyMTVORT!|w>yVHOth30g;>C)t%lW*tQ~GQmHrWMy)G#{tKiX$RFj2Y
z9&(thrJ>p5;7EQJ9N35iIy4Iv0>34q(&N!wj*vKqIqB36t{Sg3Q^*(vpfx6FuV~~n
z6i@u?Ee1NAS-=&ePI!FG=)p96v{lV_2r1kjoA5I#FqYMm%ZDu5kAX)1kOkk|%nj+%
zQ`eJJZF)@F7+hc&Nm`5+dd!+Yj4Vb8bG1x#VKNFq=rQik10e|fq$#W)P7P~@OIOuv
ziiS?_-{VkHaqavR?GR^mo@Mcj*gz7Bh?j&|tdPPz2LmU9kl4MGbP~AmWii%V1o~ZR
zH}d3C-<?4XW@+Vc+=x?SgOBkHYJjh3DhE2rGzqq!t#yDGnyeKIM*ga4N-)*0T1th@
zmK0p#O(li6sgeS<nGTmZkfu)u0pZA^W`KaWBITTCdbmj4ql7iF+Q!Ye<UeE~ib*1h
zT&BgSpB=Zd1xH~PqVe3YP|M3cJ1&U4a}sG8%=?@6lR{Hwfk?(BT23XHVu@Bzp)9kt
z!tC8K+&itMjW0R67agCYiNQWA=BcPPb+4y&qF3`QB2;(2R4{5j9<kZGOq)T87a(l*
za%~^`UZ~*e$1l+S^KL{-ixzM4Go(O0&$tqPvE@R<Ubs@L#HNbaG;k@};yk~hEiTp?
zrx)w}q5Vdy7okBeyh^*of<h<=p|T3D3(=C%>@`|-%Crnxa;$~jzh7oGz3wT{Hnepu
zGJYzI`MsHerXJ8$Djn2vg-4!1flk*UBXtXEG5&P?uk`Ig+GS{$w_U~>9cg6{W1xa3
zgo}!%X6v*l7JWkWY;f_!8l-r6o%SmwTdn!yyJpI))<Ar*q*03=uG4Chxj}2eYKRE_
zyiVO+gtKB@u!}na!^#u#<(&?mvR!HWb`5)@`P*{k*UGfmPba9=8cZkt<Qb)#EL<)^
zon<bF+uE-LH6OLujDFP06BL;jbJ!>7;%2Qp`~3vXNr!`$PQ2ez+bvoG<yr?@f45b8
z#P)lNeMk9Tqfs8T9%46lB~Hn1dWwC|8FiuJ8zIKWSuD{>k*MF9Xb)T$x+ifxs=Ent
zLqqhmEK<t3!1eTG`>kXvP9$XBiC(~>%}_Icr<RQ(x1goXuuGdvMYrO&$GfyC^wl=}
zRx5?phjMMlZ(?h6+)19<v}}hK5!|+2ON(7C`?RW*c?SfF%wmyj<G%v@sQI-WT0Ysf
zJv@Rk+-E=9?hZR4`*Oclh+REN2~i=1ChbE|#4Z%{l6+gzAzXPv(Fyo%@d5Nc*6xCM
zql4O9_Wl#`BfBBqWqslS)OZiVb8bi+!_uDmS6z_p)o^BocRGP0YClk1KB9fYzC0yL
zZVT#tRI9>ToZ@5xO;0%r`CxQ6`Ha7fV+w8Fk0cTu(~hw|o-u}mW2dY-lF}c99N)9Z
zCJQ+nrHDC%I)R$miVht@pvc-aBGB(jc9>_D4VGDU`G%I1_MXJh>hh`hI;~=`Bemiw
zxSsP8&lx9!;do;Hlo?4!-fLlW_mno9DjY@PyH9IZX!}uk<umm1C~%3Lfcp|`(8*7W
zihPEQ<2LAp$8FI0MWEl6(kM^R!>w{AUPU_s4Aak}Ry8|~XKGjsrMaM$VU47^`llVH
z|2a74f>w}Gl2cl-V8mr@LkR031OqO?F|w^0b=qn!f05AZ)5SA3^j>Fe=*vCR8b_tC
zYu{7+Ify;Dt~F!_J;la*GW_}9Y-vt6&qG76oA8AH2o1RA3uSZm1<ee;x`{3voxB7#
z-EM2&DoG>G*nB^(b3ePI^<~-5pkU?{YvieOLg<q<avn$cP@Q7N;T+V-yIO!noDua9
zNoAk|i<CH4o-2rEv1e%DVx<JWc6bEkzovC%t<Ug-Q^@(N%MxW}&1G=ZbwnTaK&!y|
z%jiFziI0oP!0_R<To4&~L(7gjwDN|QPaJ+c_)x3Q=AEH9^n$`HXw?4^x_&(#VTxe3
zh>B~KF5W~=Jba{GX4{4C@XfaHtbepIH0d90D%)%c2h-ov$}7r@;FtH&%RuBV541b@
zG=7LyIvtI9i25tu2)v}Coyzn=i>1g%u==zYS}t7q81n?3|0|DR^;9pl^>p|#g7jC~
z1>BVc4_4weMjeTt;y3PpgFT+|nWa{5;r`M*NAbxKNRL?@p<?B8LG{dYBqw$Wi{w_n
z!>FUx3&bz@UMoO5UqI)^_u5)Yc!}SZe$Y<w14U1?Lct8LwX%#_>`7dSetU~B?w}{V
z(>j7er*~RDF_sW2>m}05)2nw7Ii3iQoOYo(A^2hGdyGnsgz7cvU}7Dc?mlR^+aXln
zvSyGzgwd})y*O13(MwS}RZm5;Lv*fJPlQbzV(<XPfsfB1#y|ePG@d*}l=hllh!Q2%
z>rs_}J{FTK_$_G?{U@AG!EeI7Uk}4?Vt{~qtits2!M@@8NAEdX<;U>$VmDGAzh0M(
zI4=s?(DSs)ua{**&-0?<A9UU>*rKDbmWl`T8I(`65@T~c#e#Bx5~o|~Q#nH~jB~_4
z8oK2*lb8q+Uh{&dhV`D+bFEc9k7xlJl3cIPSCUe}(2VpHdKG+>G&nc-!HIbzO-rGV
zqyc`U*eWGXPCfJMh1rMmlsBNKlZHAIuz+GiqL+%zvK4Qi)B=qO4KJ}Ro}f2M&|;ou
zaT>j$f;A<84j*tq)_-c17C0KF)pKGYm#Yo*MaU<;vu)v&V-V)9M@H&t=tEjPj?N|r
zkWA_IrnDg^uQ=)T7F0h4Ox%}7r_kk8Nw$=_oW9<kQUttAY1@8WDvJg^O{Ew1yHeZX
zNn)EMAv#nb;iq<)^zyiRH!htX!`@z?EBw#568<YE{9WPlQ3Al9f;9{tBRus*i~F|B
zdJ{=vduF{EOMQ{*)WS(Dr-t3KRT!8~GGc|LRD@G%kIbaX8EkfQGk~27%wA7+yCgfY
z2=XGE-T+TP31UB7q`2&QWrpwgNVQM|P=Asy`za!aev6i7(u)W4=hSiCRn|zDx+gV_
zwDKTJW()BuPXz}h;+t7)#AUJqaZhI|hddGQmx#r)7b{vJKR)EuL#cEgy|VIJVt;;-
zHs;YAF?`4OXKw6AsBvEXIn~Gx>?8B(|5I4fOF|Aue3cw1k770KMGhbnt6|YH)MbGL
zNg(y-Hi7Rx2Z1L}0vIRp;h(FAenb)&P*=}H+gj;~sa65}Z*zXVH0yPVVoDh?$|Z`c
zff8?rMzQbk3trRqUvgx_iEw(f2M3go*3+XXtgt?mE{}to{V5NqB`>7^pit7h$d+zY
zHLsN|wene2V@H$-cpYU|jj_=d6SiNb72!<lv?rGnl8dO}A~TF)m|!0GKX7?^NqE&q
zm*_)9a6v#c!yhpf6gQ2t;qs^%XcVTtllAs=X`Eh;-sT65ZN+t*W-@RM#DC+Rla=FK
zL93{JE~Q++&&!-@RK(7yKZ+oy?mO9C@ML$^&2C&Q*yU&fcHJ)vcAYOvb_j@OoiFo-
zBhcZpBa<$L)7w$#d<%A$XX%|}CT;y6*i|SCPtHbq#=9)p4J~fvSfC_wtOHdpY3JDa
zk~X74rNGFQ>{U-jm)wj>RnmR*b49%rdmtIz5sa#`I|7vdrjyLy!LgNe-0@L1R_EvD
z<`mP5(()>LyGga-jC)qm=h3!UG%+_X)5};rotU^*%Sr;+g}6NyZInynb(uY1m$%4Z
z)0vmp4Np3Me_ECLpcc)pf&ZB`^wL;D8($d?y6qKSm1<(sq0svE6-VCO3MQ|qhby>Y
z4VlrXmfl=Zh6q7Cr#G;YRcFRkwg}9zgX&bZ^Wa)l8}=5@1nzpmzV$Ec_R1}Z^P0ek
z$;K5RP#pDHxh50_t~wFlN0TxJyKPXKE>VpdfPK3@Z~v96qU^b(AILJ4zLr&n*3?EB
zx=QzI+xQ36vGB9vLV@3<;E^Z(`x3vnOJ3CaD?zy6d3E*jtj$$kFL3f^N)x>fYb}+w
zxazR_Kf&mxIwlft)dl<>&Ggm^>n{XxAIzM3merTlw=m~#2+S?0eM1}b+lDsgb)M><
zd1C&D;#%or*k1x4yL6Sx43Zw!Pn}z%@?H|U0_UAjUsxXYN)J63W%^nlB`fbYO@O@M
zSMadxjYNK)BAZ&si#3zTS*pKyo+#(ZXklZY-2&Kex75?KLL$)bN)MONd$brYq`fgE
zor#*a(<7+HaJ`h$lIFBP32*urMXm%D1eg@tPS1y5L|JI`m&59B!)Z-B{S8I5288h)
z^y#9`;vchEZ_fztWZ`-BCFF}XS2HORu}kfHS$})Av4~MZ8#p7E&<9UiZ$F`RrHf4q
zkIHabXDnI>FnJECbf}A-6+a7ZC!O5zB%G)f$fjtj*4_58*V-bRx^?6A<Cz5SipKz6
zA3`hITV*Y}Bg)!IYTFU{C5~mj?g(09mq5Kvpyi65h#v3I|I@xJ)Ov+pno9Km@WXL%
zMU81?doZexjr%;K5Kuy?Pca?Q-~HlmM;?Xx<U;}Aah}?C0s7}X^>VnWqziC;K{>mM
za-{d9Lfs@{WvtMHut(i(%!9wRFk|_cC*pS{;`2lu%28*e*{yi5qz}4P0{STl{TN=<
z5!I!S9;+OaT8}uPYr%?rb%u@6-vjmFerUDv>I+X^IYKLY*tj?L1h%sS^o*DuR{Dy-
zZoO^bAwSr_bBRE|D+$vRxb_Kf;XPXo(lvpe)x9R1Q7wucq&LMm3!b9C`Zb5i{d9GZ
z{*u1!1K7!i=p~g&ePQeBRHUzsxpF@XGo9!!g0ulP;+X?%#0xx?C-p?^mxytWBtYZp
zqTCDjd3m@E`>24;4ql_J!}VrZY7w~iIdLZswjQA;!V1$M0G~Y){Rmv8;3b$smhrQL
ztukI`C`jz1;X`c_X@^-PsK+praaTI2JSilXWqcd&z780RF2wyY=oHnsE;>b3uFHaM
zhZbQ~uJc;!uXx>I`ZU3}WA$tbjT(;51nv%8r5B@;zw2Sand5o4=o`;Sc=w!F*)}6B
zI?qOdPDRQy+NQI0v_*%__EeDGlTaF&C*rOu(WK3qq#N{L3_3>puhZjpp)tyJYBov#
zg6$Ss13R2tGWw`_VcfH{Wd^GL$3ASHv7okyQ!5k1uaOG-TSN!l`(y0_7CGMH^5hqA
z*+HMj+gvus+g#G$5EgW$n%R>}MmLvCGjyG9Pecw?x*=*rIchpdPfPf{C@Uv5$KG({
zP1fMd89L56<eY@!bz`R9R$;9?1+&Tg_&|~a>nEfFE_K=Aboj2Two~o0wtXtfnoBB&
zC!MTrI!Av6oqLNwXQ!mIP13>dMcFo){$?kgTt13v3isA!o_>dpO$Vp=`Mlq8QAjJB
zY3vL;H<rw_n7sDXl-pvGa*oZU`y4QFrI*K(NiM6_@SbY_#i%ucM46kS)|9+y)fy|b
z2*WRYr=$O-BWLpY<m*=`X+?Q;=_R`)gMJ06N=x;wcu_{iqtf$iPL1XR?5l+^z|#dN
zV%Yq$&@N(I7TQH@f{Yg7OfJTgNj}bGG~04h?wAzN8?X&GMIjA3H53SLUa4b?OYX%;
zX~imiq3C$vAB$<tVxS4qy~Q?AeW?YMJr%kTc>i}B>cC|P+_xN^r@$?*gbI5?Eg*}}
z$N2(y+Xz~QCK}r(<CdXeE^>>{7o_2CxD@{2ssjaYIgDP^CwIAs>b<O)-dzq+@2`N-
z|5&eor?7e=9yUuZTWOQo`G-}Ky4zvnSKC~&uCcj{kz8B}V!_IzYf)5k!DVipuzym3
zUww<lZqe(p)l$t$C+?DzYpec%ehC8S7u)n)3QO>mD<x}jul1HE%C-?1vyz%^wDCUN
z2)ts}QoAi|?@B1v6K_e0m$!72w&+Qz{Z73)D|B0w_n6zfc}qiWcIp92whQ?XBQyu{
z-FBG1tdB0H^kob#*~PmTO}Bu_t=;-~>_gZBjQJ?dR@>eww^{b?=&7i@RdXx+X;T?4
zskjoXAgBafvo?USZLOAqiXVXA=@|a+B69)XI*vD8hqbq<dr*t^uX4i2g;~5`B_`Nf
z9>*}L+CjZGJ0NYa=QbTVh*`Eh639+x)T-3{kp36DC1tPO4t{r7Po=PHp2F2A;fOvA
zmvOE<4pS<3NZA|uIliJayA)UViOpiT!(0ewxFeQG@ZpWLOST3n$Mi-@X(?L#4n@ym
zIazT}*_yHtxGYdrT0lHt_xoMF22DGN3@CI@k7BKb8me(f&p_+$>4T~CVFdNOuXktt
z{|$<uqepm+eGuA*8XiSBpVy}~M={qg`si&F?EGB!G0vo8dLnwdL(lBakJ@;>Lmz@W
zqXhL!cc}4Wy&}6LVg}CNaTLA!K7L<NCVJ2bk6N1l=x1ofaTLGECweV~GM_;4!?5ox
z%5|p`7@u4|qW7kMP5_LUH%xU`nBJwbp)@@;Ifb&y_gEGZVt$ucBTq}#mzEqj2p6bT
zdVv|vmUnqo3U7MXnp6Jp0(If}3q2QWD%CbZ$S3o*O{mRFeLL$bqOsn0smUw-6uttf
zOSY*`UIO;VS<B>XqL9M_F)hy_nW#{sHN8HEK(SNz56=Xfd-7-^dDJ?Kn*XQ`4zXr^
zr&nVaB&sua>DPByhB+fsJ4x>^BDM1a%_LOqy&lJ2-KCXpaO=a}Ngwn{?3u)V(#f-x
z#LiOO6Rsx7J-PKF$vsiRUBay?GSuiwyDr;QqCCaE^rX^KQV|;vY9=+pX(TgZS!0=Q
z{d@GD8F?7KWjf->Lh8T4q-55_NvK9^l&IyY4Ihn8WTc@38H}>5r;PONJt~&S=)&+7
zk<wj5BwqMgyc8H~vB8%MMBH;^@i&4ETOnna-lI%8v4)AShb&Iw@<zs0U%!@=#DWJX
z`DnRegwn5JMg?|CYCU$3(uEu4*)d_Lz!4{c_P+S{*ln{r+*r?^hzROKNQedB-c(vO
znox4pn9m-H*ccv`ylpe|-xv9%-xv9XF=F?pVvHDj2NJx%vAj|u7Y;yx7j_9+62<Q7
z1>Hp2Q|k^!6xkfAu(~pGt^1V6G-5Fz6p^dbw0lrrV=`Vl75OsrOEZjCM;PTOEB?p2
z$ylB4)3gX<3-08zVr6)MSbW0<`&mkixKEKA5*NjmKue;|L%kncECR9XPkDsF&H_8E
z`J?{=?(#|f2I@xas8oFLKAlTyROg%SU=RPk`;HvPKG$T%7<OOE-o8)yk{jJH7!)A(
z(ZZ*;byXZk`5AZ8JdoB6rI^>S?mkL*W?MJM17ZIx52SUo*b*n6>jl}W+oZnGt(Qng
zrZQ@<8dAK<1JY6(g|PvYD-2Y8;DFcLM+b)BCJnpDw`LtgwD4~r#|s7ZOJjUa-=~3w
zZ)AcMsqJfhGW+QP)tQLZ5DV{MJ8<e7;N`BL&3hmg?IFSU0N^;2U{sM7y_I+`zt!b_
zS5XG0r$-Uq|3HrB9#HZOMo~P)DWdG4bnl^bP6neByD3@y{ea43G%Di=nk8}QgFYEs
z^~Q%9G3>L4(uSW=>u{rxvSX5B^j9K97(c9}7&-8fK@`CZVY~{=;LnZ)s22AV{WBY7
zaS4>rR_-A^&1~dX%JC>!eE(kQh^N9?QtA+5;DA*Y;|3<BxwzWup;eoHp{==$tif$r
z4Znh`cSU-!bU6{^k8Ia_DsfVMzlY+kfPO+C5R2HKGzmj|;@${6Oe~;GeMn`7hGkIj
z2n{EOT?t_leZw$AnzBnFL#N+!0{u=IW!po_k_)EXCZlX73OCXRm*+CV70fjYtrs5#
z?|yC!RItP*)NZE7stxkJ6nQN{z7_)h%}$UbNGWJ^W@#UZ;+gUhW$3A9W+@+WcaFhZ
z0YhSJZ@|L*-5!zM)uN2*tc;9O@(~?~GAc5B#gOWe!v>=<q{@L#TCZqhFKZ!Ugg1eR
zD4kk<V+2KIGgQ*^8>3hgse#7%Eds2MOrqB#Ze`ZX3O^D+ctk;?C7b++63(+2#X>#7
z5;&hkf(|4#tm6Z)Y#p`*cgXQWXpiVgA)^%AAUOu9c{1o5(Hn2kWh$s8rs;)^ne4nw
z`Sc^|Qp7mNPTR64lN*!SOBwj|k!<^(+JWIIQB;#tAPtIf;IXXe0lJzJxgDgGsU)Zx
zsQ^m!Sqm078epI##EU$pEyYnKib(N-)H^jm9sFQB&J-n$)bw)+qa6AOB0{~#l&GZ9
z3>W1J{dhSujWJp2Ap^TVmUXDR2=o_x?8uYJq8(Fyk+Nefpkr)BnbJ$34blUs>_}`1
z#rxv1Moo;2MB=L-)A3jo)74V{N~iv5)U*sr<Vh);@R%aX8uj?Sw%iaaX<J4B{YM5q
zuz<qL$iOF=V8RI6o*5?8{*flci?rDc+}!L;Wu|Chx$7*N89+-{Fj`@oy@(j|4;`;y
zl;96)A|eJd&9lIm3vMBY#r>4ydK!r-U1j4(dRq}Jz7Vm(YyM*w%gV+`VwH_axR%3G
z5SHDD#}({Cd&hr7o$qLe<<0@++-EAIrNHoiq|Y2~OXSNbE&6p%02O<MzO81|!Yxcf
z-?D$`Sv8{=_7(BO0!skn6DKm?M=v$(SQgj&&!}$viB_FQ3qN4P&0EtLMOka&=EDO*
zgWsiLff#@)_hf3fB>G#Pi7k}lIOcmIyg}k8asyc6C&C*np(FVuk;G9pk%@JTS}aP6
z=YB$|zA%ch+)_LzRgQ*b@@lr(w|!xpXVsrjAQz_mo&=B7HJT`_vMqc#zY)*cOHFN_
zhzgGnpD@Vz#9@)87RX^zc8~>fkge!VK?yRZ5I~CEP9cqq+H9#1SAT;t?tDfkA*GR#
zlwP(l3|ijENXCAX3g%P0!hoH!v2l;>6LG?KS#juU6Jr{kX<{s7yKLbBMIp?a1a?E>
z`AcHQhhv}b#J*Bu=T8zALka(2VgF!j+g?m!e^JcF-nfNP8+|b$p6w}JY=Lr}jarvP
zxz0=_OCa&iEsgh>rWF!pp9W{OGCC=^Si=&bk`_MPJ1<09J{83my=$pse<=uv;yX|Z
z^nEIeZ(m#DY-tH9A{L-T-*sFEoE3fawNV9~E}?YpQ|jEtD6h<wab{8VGSJ#C6Gj%B
zIvOdcYg?m2{Dh8WF$F8+w?3s?-x!CLt+xEsvNlW{(dMSPAYopx1rC+7VZM_BuPm6a
zY>5lyjsNsh*YkdA96v^06*@CMqZA!6hRFDg=Z!zzGe^1FLeo1M8_+Hb*%HraWGA#)
zC4?+C&mE}@7tmY=Hhw0`CqBHDOh-?u82ywVWmwN=veNXl13y%i<||YU<`Y}vg!zhe
zgS($C<4k`>S9%y}>2NnA2b(U@O>v^zLB+cp6VM_HbnBl{$hSscw%${Ar>ybkr0gjP
z79S3F3Z<wGurFlT6ASDUPd&Kx0)rUtVjI<QVE?*@QJJNGE}TT_=Nx-kmioESpMpkw
zft;$+-AFpAD?0n|wVhZoDO&hBMfU>g!nSCu`l#~_WnkUs!lw9em?>yT1EU}NUWRph
zE^XS)4jk7|+H`kA;1V8n*pF~TQ>FN%=j7`HM>I)_$J6UZM!MjnKByQh_?%+4hsK0G
zmu?`~vcHi=2{!0&WLMZKTYha*;5zY~0)5fBkhqT8Vdt6w*JGK`eGAupJMczxi7Q<T
z8&`ut@boEhA0o<M(ie1g5OCqkUzDQSEdlGB!A4sJlbb>!`bAI~YLs9sT8c!xa1_zw
zGGpsV;TkW5#cEjEzWECI+C>CmGt2h&MmE;LQ_IPJv-P*H0aNUi9TSaLc+-zW6`mlK
zk9$EAM;g%#U;c0u-D-ne#ZJ~FlzWsh56!s1`}+$D8Esr(_zJ1}Z6U=+)XHHgu>XbZ
zBjGCq0_`Edhnu)7Kxnx6LNxLWU-3YdlkhoQJdK`P_)AgL61}8*V~sQnUk};yo<r`_
z6gST3!}3WDpTDH&@yMdjUy4$egGO`)o^|7mWvrT%sPvMi{$d<um28RMyFg+~ywQub
zlM-LQq=Z#QPWH8s@aK5x$fC=1dV<lL4VAKSFKO^ZqbQ5>l)WO@(SU9SW_o@z3||_q
zD_w_~p3+x6`Jvm-CqYFft{7(|qFRK`_#T=3j+eBLkcm4anQe6LJCMO}d?C9gC9b@r
zoKuV~?23>GY;%&iW=-}euY~>Iy_A{xPU3S3V`&nTJuHKiP4h~2-qKJ)Z=(>~_L7?P
zG}2MTBn<nDOOYZF`OQccZm}*RB>gU}H$7S7o^{Sz%nhxZ0cX_emAJB8c|`?h8hMmv
zLRX;iD@Wek_EB_goH5=#(-_J6y`rl<Sxgv2cz=K{%`&Rd$yr82<p&AG75NUWh&P6^
zsS^97SE3N$c{@%I`w)KY19sI{8_ihomGCft@+rGjo=We@@_k$?J>raV#52l$PlMc+
z1`*?m1B)=Tbmv#hBD|D(pT44w^U&Hn6$%57omP41qu29{VJ!J;p2=$9wbenwBMeK>
zCY_#dlxBg~yuPr<uc+E!{I)qBMLfTdXZc>s>X1)}xRpQlQS54?9jo=4wl{|}eJzY)
z7xZfXs+}_2E*u@D+O|%~w*N}bA7K=5Pe(m;vTwk~2_@m9EiN=*F;MqhjMjCuP=tx3
zw<A#%7NyXW(4`L;c1J8RTCm?`+KXP(oFxFgNXYs}K+7jR^5?Q3?0+q1J1qLUZM{{-
z@G7?2Xv%I%ZGStN{A~+18f&y-A#X&@`rwrLV9S&o_uoDZ9zWt`Uu+EBvfOCMa!MUp
z-%ynmMpcII_5r>^G;KV9oIQvUq#)S!4@@dgDT9`}f|M`whAyl$o-=%f{G51W0{c>i
zwZPj(+{fW7!uC$ENez$!ecm`S5`S_z{~L#;-utNk1MLeoO~#=&Vljj)oo6P=w$dat
zLShMH^jehJ?NWI28#01MVYc~=@YEY9dNLq1KV>Gt&HRZelOJ#XM65TOl7Ag2U3w#4
z%LzmJqB4J2XLO+F>x`c4oE<;?RE*r;yus@#xMAUqbYw5=z}nNGeCtgNAybhu6HRrp
zx3UwQj9Smc*mHxE7<MOZMDvP{QJ)zAzm1<=s=vwj0vFkd*u~z``AwJxEhb|ZdFwC>
z_5*E3mmN=CAtkjT0y*Z<GiktPqaUT(Y8=9QIy_m-2GC3ZTVC4it@M_vzsG)fEI;81
z9WD`YsSa29@>3+eo2XP#CdwG&-_nnhlnlyvTj$6*(D}`u#(a!G1>9wCsq_xx8b+X8
zr{ASh6=dC2E|liH$4PcE9EkcU)JG$CVIWocU}z~E8{%5SPgumL-!9Bu{HBK+6t~Mr
zg@ckJl?10z^x)-PMkWR4?RjMNv2B$t^lq22m0s_GRUS(Q33O+kZIvVxHy_z$zLQol
zDdu<BErDt*fCRsCgWpoZC33&xg%2-Fa{<3A@d!_fx}=D`fqt5Kz-W%0Wn5KAop+y6
z^g*M(Qb#JQ`OcBO0XlHdIHG(jg}Xrb$RXn~dS)VJmv9maBr``~ubBWj3Xf$y3ya1>
zJzla&Y2{5r9%SX$mvC0Uy%Wb+@fNUGgk+wy0-RP9ElNO(a7=<c43OE68M)DG6M7Cf
z8Kt0G)67gH9=q9g%=iY|&x9fFB3jeqMt6Si6St}>T1v@Hr}1k5HT*rzNr5Tn_q;y4
zMN?6X&+LkEt`N=kUi2MUHc#2qo~%;H%o5|PsuwY^KX6K{LvV#5)!u(bv8RnPtQyyd
z3$9ih>Eo-9OiC*%=?3LJYgD2VXD}1gNu;l~dv8_AhLrxSk&n7v#;aV7&tf$x$ywuT
z)=nzPw+2dZsR`N=fqLkB(H+MJNkl-!Cv65Mu5TJ$Fj^LpbKlG1%v>+g3>27THlnj@
z(JADIWT_n7pue(HUq(+Gq?I-hEdy-O5Gxftz3}T6pGlX{$lf`O3+R<gMh14BCyxh#
zoT?*LniGcyfnwXSL^R@(F&gKgwr__K*@w@l>SbdMV;{WYWmfqu3m9s1VV3cOFa|z6
zw_QnO5!RrEn?O-)d??{5mQ`A!<rdo#*SEqFE?wC?EfFa#Aszue{<l#H$D;&?0pL*U
znvshQ5GmqlQ<XpAC=OmT=3p$&MZ%|lkeNT}hEbbdTt|m)y5!pz0iR@PPL-lw<DxKr
zj0=R<f57Esi8J6U7`udXNyd@8Y{sYT^pEaB`WYvgRq4ZSizj>HsUx>1(;R{+7C-!y
z_Kr~vYa`>108Z-9XzCrTd!(lAhtW)=z#U<qV9%@4#S3N*D*4z*MX~pc0PUKRs4SW*
z5x4MXboQ?CBQA6IiknaJrZ)!w_sktLB@I1@^`#WF=^&W!Hk76wLQti1cnWRXVG;D=
zuuXF85d?+*ZA8+OBgjk_F6@XxyXtOg@=A)YImJg<s|!k)t3IP?kBox2zn#PMuW(W<
zK*=8)=qo1}#o<n`-Ze4@Tm55TS7)7LfV6^!9|I(D+B5rciwN$I_R>^H=H0Xt5F2sc
zNRO*N=3Mx1f`w&iU47Cbs32z`hNLQ-`fn$$fGnW$q~r^uE@`KYQndMnQIz6N8{*7p
z5{llXh0@V`*pgT4l~Ic}y~Mg{|1;2E?3Hm6V|?f@PaDq~5u%4cvF8xfE3J|RH+G1i
z%jXaz?wzW69zm&Am?@QcA}DzGJQ`cKq5nrK-x&>9WuM%FljA+A!(#;{CtU}uU7a)X
zCX2v7@9|$gUh@#kne<|b7>z%Iq2_0ds(--3Jid>=HVZ{Kh0D^G55^Fj{FlP%*~Fe^
zGnQV;Vx{d<#pP6584ux7mT)mf35uDM;p?HfJe6K;v}a8%;f9R5XE2l50}cGi<KTGB
zifizJV}HXaw3j9Nol_KldZ@1`OQwrEW?2)N1KD&-(_}`;6Pu+NzDfd0=0sX{3#Dvf
zV)F=FZ^^7-!NsAbsjxLt$Ul)eSXU8^COaj?Lylo%R?O|hQS6wvI9_2w!^xgl;twGn
znG;t9J@gi@MsdGkKE)p*?XQP8tb{)~Za1Xrp4=<T5-d7^N8e*XWvph_VtDOU6oZ%$
zN}`+P8NR|4`7kR4Q!LiaQS1v#re+AWH_TxSUy*FS5QimdNlSE<(jgr~EK79s7O%~#
zsq7uG(N>({h|_wFnuQJbj)RFbZjMD3p!rU7;7>1HUwE3MrgT!=4-0GT2$&VwVN3D;
z5Gt9(%+K%@*4RT^pTQa*m-nzQ!lcbfO`THK!LjhWR=k@b)H$iyg5fKW>~UJCzU*M(
zP1I*-pA*5kiK3Dyk*9Qnj|RdDf`}4{D8fFGG78%hLU~_W6$EPtT!@uQ<R~Qg(+dl>
zRdLttsvz}bAraFO!Ys2=nssnuj4KZRDv=^bYc*4uX{kagGY9)hDi5?m&?i2oi7KCZ
zKbFdTh+||twmQ&?J^FV#n#x>8OVXH|*gy-MD}GaHs5z4L4BJpMyrr9cVyG=L$_Cp|
z8@!`57X=A>)`Z1QJ1vGkg~eQ;T6kKliL{tF046L}Jfm43XQJo$Oq_{ML_0H@wfR?+
zqgS;21IiKBS(c;W7b2+>Q?*F*FvHgp@hK*H7|F~&Xy3U=Na4h?pak#_VdaU<&weKU
zi{G9pALgy18Df<7nXNGn6*1}}hHxu&rB?OTzxhM4A!b92Mn&S?5<7|t{<JWpPh=K!
zmyK4EseHuby%9$LWHTFKeL`rOh;7{2%_a<Aq2d=BnHZq*<S@4=Yo*8^i77))^8v%x
z5_uSAPR5IJ0`d`yBs=nNaAu#`AB+DY_@2$^-oL>ys@aNRJC^WYc&nVZANJg&kFKg{
zK7OH;npu$DQ>cb!iiL-kEWZ^aABOdL&0<(>7NWW7XB~ha<~5JAT2e%<7Agz;=s29L
zHj`7*DD#a{P00ImBkYqB-<jr=hHLC3V}`T~Rj7MfC7069*4{V*+Iic~MpyubhEiaK
znL!z9i?s2B&;l!Tu9MJQTc}z<5{e6$c_;BMmMC;b3z(JI0W0br?5r(l7R2SfoLOL}
z6X~}qEnbOt5RR_HWq=I}n+deLkXer1vLas#4VElyUQlr8lE?PDVt*%iVnXL}N|a0m
zd)Wm|oXbk_-=w}*snuLOb2}z0tBTc65hVknU@9gO@1gN1*f~=sh1m+5YI!JjS9Hr@
zCbx4DJHMq!j+Byg^OVTNk1g255@vwT7BEX;I}nc^-YU%UP@_wjscCOHGbv3fVJ5+b
zAg;*Y9KoODS#Nq!!hE5`$+-ROxZ6sZlPOrroQDelMEcEXW?E#PnAO2922OmcO?;{?
zl90}fq5H9Bb-cmFMOZM5I+roCqW5blxtJb2&xk<GseH=wge|fogXH-tgM;U~a;Bfo
z6fjHUac;r$m5nu_oaC7eUO*)CoT_C4)}J<qq@kwe&Bsa_8lMqpQiKNwRxpPt_=l{0
z&#881n^X}Y6H)-je|c`Q0#YXM+-a|YD%I(#MbhNTW>xHC5qfKfQ;I5PCWbGs)P7f#
zIO%7*OX1GAne&rQ9{v=L;5qfqCV4N*2HxU*c2TMiR5cr7#$F`!OE@*CX4Yf)ib!K|
z?*j0@ErC1^R5wpySRv$=hX>QvFv}`zxrJzKxFget$^v{;NQWG>DIb*50hjbJLAfJF
z8eDnEZHPbas%2!iy_NqIY}(9>Rv6y(5MC+N7u?$1OwJhQ+k|;s>W9nzOb$yt3wA_*
zVjukJ6={TMhqzOllLzKHSl{f)u#KH37+%?DRe%)@%-qzknu$Jn12ZolB5+lK3JCwC
z28>eWS&s4z%_pqAg`$lw*s+oMqr%$ANJ<6j8e<g|HcSeI4DwlJWstY#pQYj0ua^8Q
z$P3HOvPij*jIk`Y%>uE>w%jIfc}&3Zp5R4G{H)V*_)}QUmB={H7JQU!*FL(H_N~oY
zxJD+X1nLc@#P796zZhSx5fjlr{tvdma(R+}cgS|awJbt7txBc7GW#=pMe=W)){d9G
zni4`dq$rMki|$`hZ|MngiVY8P0!K)FNQ)M|zPI#5nv>Q1Lc)ND|Fjt4PcJl+JdN>-
zG=`Xx5_K?VJ5;a>o#A_?N$sRk>UL&ThHshA%|f&(7WODvCM=2E@-(77_K>9QX5wn|
zc4m2OKogc(tx~V{=17LGh_ttiDd*x&N_q*Z65qXAHkKg6BUDE*#Vc1nGc&bJ5?TWr
z(S$u7z#dnVgl1z8JY!6g#UnzK^-$9sy#tM6Dx*1=;7nz@r$HvW4YIGZ`2{OzDUQ~t
zRu_1~XrYni)u>%%P`}^B9K-5ZGBq?>-qjqV)c9AXOBGXG2*J8Yk&q6WppPj64lIyY
zbI_lyQfwbJ3mtx)xC$F(MfnLg?`G_&Mq=(jka5MCLvi`dFYrW`@I&*Q{P8Xn=kJO#
z*OUKDI`ExY54&tKeQ#Fx9p}i>bx6QT<M&3i|F9G2d}*uQ#l!t{?R&E<yJ4mOmqtx`
zm^d~s6Ta+>wve{<F#E9(Og!@$i4OqV)2ylB`gV@eCH$M1wqcnp;dD4W{WliA_?Ndo
zF6l**lMClUiSy2RG^=0rM(wU>X)CMK`QBz$hOf|8T6bi`5()GxOS&aC<pU_gmrJ7$
zQ@t7L0-qdY11*`p7C!#v_*@!)_r$kE;1hF%8wZ#gJ?Ue{vIUmLxjMD&i?J!bLgOqa
z#^rRmuQ`tGkkaZ_go@RweDtob8Aa#%nI+j)3-Byz`=t%|ilzR71(<(1V3+!po`9E2
zg9;Z4#PwLHA=@KnSnW~Af#|4wInd0;9qX6K)(=kDtLV@`a}LWQ<Ea^~c%w^m*lEc>
z$jnA};!rB!YCWQ_mZc(AMrS3kxe}!U7kPOJukqxtigSpf3xmzd>>EqZmj*Q&V&=gE
z_goLInJC%;_Bu1f?863I3<uZ@w+%Hv=jK&u`%pv~U`J`z(KhjHOY3wC-E@hrB{Y1}
zCa?EIhnIu+@|`HM<9|Yt-EArR(;(k)bTj{y%C<U{ZKUspn<v@dmhfeR`i?N)E0={Z
z+iFlk7q}}?Vm~uw^?Pffd+VtX+tvBBfvZAol<4r71@5~Yjfs@(ma@zyO&)FLMCZTG
zcQ9Z^n)59j|J@!*DErT54_3|+D{az|pUpw2L0rtA(R5g3o6Ou+mT)suW^OZ2;q9IP
zw@QFVgA!mUy%~!!&oE2lAd|iwXXeA*bUgXM0B7<$)c8w1GD^U|S}|r>fM-bzt{6Kd
z;BA)hCJXQ;PvKnxFgvW#!tc$z@wGGi>0~^>-LPW+Wm5GCW@h+KVVlcNaC>O=1al}0
ziLiVpE(n=uwt(;S65eb1PD?mlgylQ&6~5D{dY`8y_XtZ0m|Y1lD_Y9RM$ip1Gc$ap
zql<9l;Q`BaN@>)jZap#k*wS10pu{=QQr*|W$-lyfI#nO?#CbsA6h8FvRI?geU@4m$
zLEWZt_h~7c<y3ZrFP)BMJ1ps~5wv8w`7Og&dPAr5Q3>>lC4IpH%D=*QI;9glfgbs!
z?rfilx`Sc4Xa})Jq4+G!pX1B51wJ^n9apLU9n`3Ov&?oZi;NSV(Qo<N8MDn?G-0+`
zh-H+~{jTV^f*H$}EY?b_1f+O7%D)`COB!1c`34FU(hh^+j;qZz%i*;PbO|!jvbkn)
zUniuCenAJ^=fV30ZTX)cmmJP~Lb3I)pg6!vwU3|9{|buu@>H>BV&zCPU9iDCv$?{i
zTSAll!JG5Ve2h)Du=RFoKQE_V)=Tk_HMrbTjAGYF@qkPGf+|k=uv3=&F~|>W8<w6O
z^HzURP{$l7pe3dG?~SzLs?Q@U&2W0U7-ZgBIA8jy%M!CF!&jK_nG@z^y0^qU$5IDm
z?j{ceUoSOrE+{!|9}S=9lD;BI6_(N=`2*HOOMW5Eo?$*<96Yy}P^ufCxEENd56JnX
zTAm93l7-KeGnZ-c3b>0iGAnbgG^2b20wOE>1!PwK$p8G9mDfL3D_Ec!`^BO&CO|d+
zF!L*8MB;%_&R93q;GRF=!`O05d`TdfeziGOQI<%sF8N!M{XvWUUYq@1$$nITVkg_|
zZ(Ay_Tl8^@8n>rQ;~h!g#pb3gm||5=WN78}ra>vnhL>UyNkl${Ye}pcRbsuFiVCbp
z?+|-xMTHDU&?lz3r_#*z=2n(R#$-A1-C&;JUs1Tj>FhLg1^6@)t0HAWDkQNAYXxte
z7~Sw^^Vm0*&M&e51apQAUrT4rnV6|{(Yoizq;M*~1&$gAD1=)Xo`g1Tfdj;st6)Qu
z(6m`FX2YXO5~{n^T*4MfNp-$OeRO-Ov-SUNU2kktRTOVuWx5S6t^G69;g-1%M$Kw8
zfs91S!iPm-8cFtvp=4%d<3ZO#JDQm;Rgy(!rXLK+iHT+*!w<$xCyA?(X*L+cSRiza
zkWKzr&^Z<vk}WtKL4W7o+n870mwS@F-#z#I-aWVP-t*3VSD18k6qbMfe>LY3RFiZj
zG@TO#Iwv%p9_uYy)O2oWTdrw3kZg;)2)<<7X?Iko$*IudNvtukN8<}D)mM3G&p5gV
zl9hQ3ucdqLmQm*CM`|+5<6@%|2RU<{vKnCI^!OgdPK&2Ay%XYBr%|IcxQjIWtwKjz
zWL4K@ukO0d3XO^FrlYta-AUJ59B^clb|5yz-32N66)8l_j{jBP@lfpmA~`Q+#SWZu
zA!{D=(r6YzF-S=!Z6&jU(_{NqRnhh{BJCVdRr<ZO=B)VGfRv3DRk^RC52MQZ5m+yy
z4<p+8G+p@;-YIkH@RtYcUDLoc%#=Q3OxtUGVB0+_s(WOD^P%%t3b}mB@&5HvNlsvW
zr?uU;QgTo#Ck`6b8eQq5mnQLkp_1M^hB;Xg*jdiWE5<7d?5g*v^>e)~*ua942hnzg
z#z{Z!AyEZkr`c6bcUDSji-(khJXt*KB&+6&yuj0TrhGJg5i!4%)P`K-%rV?X<UJlY
zKGTp-eDwMyF^g9v+#nze-vYw94952wGVG(=Jl+Ki7a;30fXI!#mlVWx0Z0FGZ{URq
zt8sVvEbjdnHT;R^`I1)nmrqTSv4xUvUlF)ekz~)?_8mMAW2p&|;)WmKvjIQtzl>o7
z$!>&mDLy?8Tjno|9^^Ml$jg2jxPmnhq;yWN-(m_r-X$|_niTpCzvN~>+M%&CiNA;B
z+$Yhl2#)ELP8U&dcad@-dD8no3YC{)d|<B@p&z?`ELZ&~6OCr`q7hpnC8Z&J#_PIx
z&VZDx2XPQDSYNv?`jDL{A!q&6e?#;dkdnusmG$GAHTFvLZJgJvA??s!#hNybi&tsu
zOzD%xqX7wY7pe6rzQKtC-&%$96yf~#d_6Swhe#TsfEt5a1GINeykJ0jnvv}huykAn
zU7bU>?$O}30DX89t`5myw-vlj@uj{jER%UfOIfi2`?#M!qg@xt%(%pPMaB`^_TX{w
zS?V~axzXe~vBA@5ZRaU_Vn|lx0V!8>{kOzx#+<hLw*XZxV7dr7cHkka*O$|+eI->i
zv>-mB$@6G9cUy$$^lj0MWRq>bV0`8&k^=*oYxE$e$>DXCzBo2npx1N(7wc!ldc3yc
zi|)MD@@hqI=Tw2-H&eJld77Jg_>qmhI*W)a{$7?@yM(8#@l{2p_pTUmR#&$t60!KE
zU@)0X*2TIK?a_|9=>E1~YxqDg7LLW~&1KP8QCUDGqS3way4~T#E=JL*WihpObvW{N
zxOM05NK0Edez=#uz9+Vj@sCKQ4^=oFW)BznxWi#y<>Cn(N@51M7{WJr%t0=0BGbp5
z<sysFo%s_Nt(e}LEnFlq*)tPdyvwS(QFQi|cC<voiLMx0>^}Ug$t{IsD<RoJh_$Ej
z6RQqMwIQi8B-Mqas!(Tp4OeCh+gD5T+J}{Ge6XgnjXzGLY~zo2DBC!zLD|NE3S}G5
Ve5GwB&z3s-*6fOAQY(lk{Rg@%XGZ`4

diff --git a/docs/build/doctrees/custom_logging_functions.doctree b/docs/build/doctrees/custom_logging_functions.doctree
index c53d685a3f7f5f7e84317ca2b401b069b8564b6b..7b1e341383fc7f84fa48c29c5c5626d97bd1e8ed 100644
GIT binary patch
delta 8316
zcmb7KdvsJqnom`CC*A3EIy90O{m29JYDfqegeVdQc_o^lf+&wA9nvJZgb<RTBMvbU
zA7j$I@&z>rO6vfN!_#KLQ5hz>oDoq-*vu+8y2I?*J;TJ|;W_SM&JoXkU)_8Al_uan
zed~VreszDps``HQRaL*fS95HSM%$*_<~*Xkz}d%8sI%TRF@H+_lmd6dQ_Tg{?x)68
z)it=9z<aFA*QI%r-R2$mzy1W@54uXuE(})}_>2Zu%x&HQqanq2--rjJA<d?RLrKrF
zec(*CvjgBAZG)QRT*Gf!R8*~1+RGrlYYKm#!J7H`uqnv~mXsv6+n1N}6ledyw{xim
z<5v0Y%XooH`&0R42A4j0oi1$4c=o^0mpUGzZRgqDke+6PYeh*c1LEx^Y!6h}^W*oU
zTW)*z`tF=sope8R+B4V#_@aXyhu&?ODwJX_pv>Wr^J@Oo)9525(9dW1Q!bssUyr%v
znZ~+?n*55!mb%pquKMn^wPU5-_@ve@Wzoe^mW-q(!7fL-WfDh&tyWWOFRyi!udR~y
zz%nVr90JD0VT)vC%M~=!)5fT1mdR*Vacr1^!iZ=z%`Hv0L|{mF@JXDShfn0-D#^tb
z>CYSwFWWNUo04qS<8P@~v89~8%8ZeWy(=3J-^KUJKChzB*|Y&<;)z*ZB_VxxxAZ5v
z)mOWlmn-+alVi>>_B}e=Vbv^K+!a4_&%m%l32fyC*pfY;G3dS54u@KUeWfTEn^Vt{
z@R1D~bCdW;4Lst?<7N$Pp1Y70`0Y*&*h=%*RAD&Vmc-G}iiR>_C}_`TPH^QpnHhhx
zM|5Ea1prD>8tAKD&ovsTa3}LC9K3I*@XOfvFH|OLG*MC5!?kYg-Y6_%_cHVzgzL^T
z`sc`CmDY=oTsv&h*zb(25l)WNv2}22T(N$WT!%-lqbOly5e*`%w2tgz=t!Nu+4)+=
zwyU3sw@aNe6dk?jd!^uQ9p6VSb2m6f=}pSR7*Pv6P`;9#P-;)oe?X2%1*T88!dcG*
zSUTxV_Lcf^gA!x|8fbhh#WLW>aO>gwokk4bD_8{uQ_%4JyG8`l4Gj(731av@gB1n`
zQ~2;zklPSBLO9Yn66U4oI2I4D%whvDIQdJup#j~mf&SE7b{5i#kMKM#u#B-P_$;je
zpQTkBFbI4yw0#^K8h;OHA%3BimuSJY$sWq!eyw0osvU+wT|-N704fX|$N+Ju46sNH
zvY_|=9*#G}AXBR_aOF8r;Eeo?M#Sg`I7A(AEz`)4Yv8{QF5n%+ZleBW;v@H5wox=(
zZOqc{NQ&asQkU>|A~1SOW^_O>n*4M6Bm)_}p)@J9XO3a7LuE-Ge_0EcdU9o`S)?j_
zK!)3|!1Ya^{x`<|hm20>v+CGig<rq$!{#Qk<98VOI_g&^ytPDc8uV)ih33`M_c$(~
zMKbH~=OUF7sPwhJ^k?6i2ftxFSBE`l6Y6s}z90vW=i=?uCl%hvj)&&iv-xDX0+OIW
z1=791=RC#Bb?`{rL|%#)S00-M7w0_6SID+1)wXHw6TDT}Ft)9wPVUhmYa5(vOGLwZ
zG;G&FdUYw@q?ctwNtG5WN-uMog1@E{T2!nfEyB6%dRZz@L$4PqQ;Lz4Dn<7aL0O72
zba2z14F?`-H=HG_Rr;Jh>x64#b?mn69qcqrEwAU7$Y-MdTdKj1oGTZ}@^DW@JO7cM
zjnymKa0A%9RLc!|@isGCLbMo%mgqoa>6JM@9@3w5z_hN>%nFV3$II&QDb_ihI$Wf0
zI?6Oi@rKSHTUeynx&gZ%*@?f`%Tl0mK{EeAC&KG{*!AcJULGCHpcIZgo@yzLzCD8~
znL%{~29<sW4a7j6p6`$W$#yC9&rji{(E@xaj9f5-ZYY(RjWy@-@3GU15A$6i$ae_j
zJ0c+$$`+dD90k)t8$T8S{Cj@ze;5XQn6xR)Pt(c{0e*)7&+$Tu7+wfHCKXTSQ6f+#
ztJ+lzD$G2-6$VnZuXUtq43oG;B2ClZBs%h#n}FFGEJ_~{k{~6;V8-Wtel$x#7n)<(
z;tVxK8Wlqd%`#!d;`}K>&ceGuTfVx%9jwp_4I|PRfi=@0COzZvF$9#~L^eIS>}!D+
zg$d(>hE&Oz)OabwKj@`<bpc^|9IKIqX(5$_Fp1KiVa<b&`kq|6m9a*|E@wvd%13MM
zo<9w*P4Cx?f*+TavFC&@$x^^qYK6^}oot(EMa+!YR+#5<vW@U7R}H4v)V5^Zr&woJ
z{R=zgxAu~iZ;TO1)HkY`Ux*P&)Sxg>5`_jzqW&oim_(7G-<w6sMc)11yii2vs#{q*
zl)F=SeT+z=YOs4SiE2m6s&cgweObBc;79it`f++RSS2U)uPB78FWPRkfB|^FCY9yD
zf7Gnh-!J<VqtEzwX$sxRx{#w6`A#`L7z^_j=?!J{%r3QJ=Pnv85}tK+t5_X9kChZf
zbL&OI;HFoHNLpw}t%uE$4LhWNg-w$qg`_*r>P52fiawAmWMhrP37P_&<Nz@!$pUl3
zp_SPj4V{}?=t9Xtm7dg$FT-yXXTTTrTiAyo6pqUjj^6==bAm#DBnn^16u$oX6i5^h
zgG%8zQNT!jc=a<J&BWkn2!q*;9%h36Uy=eOs56TJye+8~gCSBkgywANxMaXJQzq7+
zB%SKS;(!rPi;0DgGX$1Rci0gIWMP2zrW9^42wgV7CrumZhLkNDtIm_V;4oVj4t}u!
zzc>>32uWwNfs#(Pb|`^0ege-8M<7g_m61fEwpb8YEC_JCkT&Cm7(AgexYUyYZ3koc
z61~v8GQCLR=IDhopH!$N89pL5O7Ij$lIH)!7lbr_r4T`BR(oQ=Pvox#s98Ktmgn%E
z7$VOK6EiaDQyNpGn_pmcnK18<G5jOsgefPYB^r(~F&v{_%^mCf>Pj*1&mBj_suG<@
zB_YwGBun(%XaB%(HMzCb0S&XPaZY?kNgw}vc!`c~?ZAD6t*!S3`AAdYtJV{2J{)PY
zLql64pBF0@tq;Wty{-4#Yh#7pu0z8;9B)W#e=VMlZy!enMQhnZ(9te2uitT}?0ASA
z*-q$uz7SV<^fmIshpI;77g3{40XovuSdm_q#EPY^GnP~umnCU0xKc`xv?|h5sR3k>
z&WRQ2W$z0==&zI2DqWR7WwCJ2ZCfWZS}d2p^PPPuQ)Btb->&{8nWkewsKOdxMaMX1
zgvw16*+)Av)$tSqX<fx^6r^?*B#N1S5Niuo*C}xA;Y>)_sD)`AmgL|m|E5ewi{O8P
z!=0n~Pq8>)^38TB=*f4nG<ERFMoNSYMMg37vAyJZ<8%HPJ@79wD~w{!sG!$|%o(9#
zRbv!lRi{wG6|zdnO_X@EF)(9<a|&M|D|kt65rMkA#3H4@70|JHEvx9-Qpg`Niuq!$
zQ6!POL!f(Q=-x=sBS_Wnj6$kD918!qfPZQ@_+c`oz$cwW6e@fyB7BY))GFpB{BH{U
zY%Yx0ktvjFmQkdUMZ!?BB!*8g3bE3GcbiBf4LmN;V_7hMTM`P^oNdm~(Pf49Z4PEf
zCmLNrJAbKhB9Y92>{ko!i#WXEl#RdnYa8oB5=w<s9Fj_m1Fs{^l1Na(M@59DogOEe
zc7_5cXzyg24Ci5BJ<8Hz$jFG?v;qbE^R@KIAj0+@SHy{-SvwR!wG5z%06Z44J#H~H
z<z|riudS+0^suGfFLtXtuN!D-FWQN6f{}5eQ#t&lCr|EBv4wz=rgrM~kWM|Z{R}%O
zKg0dW-^$+G$(v2Ufsw~ChSiB6$FDUcdj5&vE38n?)h|#<Oa!7NPXrk|e@VNT-fhY*
zroSUSUk*PJcy=ej!M7@K7qf7$4Gy;2<F5F9akp*eu6EqTEZi$k2qR5m7r_iU-dQ;9
zsAi{X?(;fL!R{t`f6^rO1g^lYw{iCy`v>;~G^T)PM`2kJ?ZG%9+DqQ~m8Fub!DDeh
z{QaGom;o2=75nO{7FB}#H`92fiG&gNF>g!P%9ol%uKkKyQ`e*z{Y&&UI}%=V$O;X6
zK4!mBpQ^iayG%kjcZI`>urvO?NsP`9u!<qs_A!&lw*TD}(9R`TW$=6uK0u$RPs+;#
z1fhx#7EydGL-6c}!hN%G*&5bNyWrryW{yrYes^LDi&^=0#DZD*+wV$D3)c^coK~e9
z6))&U#fSAm1iH!bf^I5Sp(M5HDmM|gOYnqbO#II#OG^ucppwNRO%ze^<NleJA(&*!
zGgJ!d$cTcz0|gviiSkW9Wi^L<%_MTjmrP>ayaB#F_&9r7sUu0>Ld4|(K^f$b(~nIu
z=`BM^dt}nv1!;M!@(z1gkEDOCG`LvWzZfqdw#54(W{U%mUO&v=2ViD{>Akg<^Whz~
zAG+Ur61N4^{#7=z&dbemPX5C0#TWPnY703v#UN1?X)s6-OaVoTHLHqbq>@l1Q6fcp
z%y;7GI>yGp^<Ep)&$7p*;X6uddh5MCpZ6GNY@%=?DGE4A6JYT8(>SkQ@0F!!rdi~m
z3xxqUDmfY`4|NLz=96qDtofajPdB4vWr>rM;M&YWnTpIJolG-}MgM5CSo9YmQZ=8P
zK&a(>(gy6qf7ADn!79CmU&)2G1<|NDx2A)qmj~eFM>^IGr#{-K|5w>}kLruZA-m=J
zX=kw8_u7ef89NHUIC+7c6z@#y(v4c%RM#!_;%f*=Iw99^6qz~b>zD{CHBh{Cn}x1j
z6ux-!h`MI@l059v1Ux@llm%^DHnFSfV>QwT%_7nV>CIrhr9mHI?$;!UV+UPAU~^Or
zca|W+-JB2zcfeXhv@LA*SK!mgM;vOnW0Asr5dQK>562q{;J+aS+>iTGaHsva0kb$|
zn2{jz-jaj>(QG(zDi(wG(^HwD8SSD37@KV4OCn%@LdL#g80^~Wy5%8fCJK03yv_&q
zM<;&-E5@z3k_3uZ8K8W&uu%rt5d<;|iatHX-=qiPe1X3qJ9h|YJT#&{rUM4-RwWYS
zZ2msNc(`)9NIqZq6l;}JgVR(JfhbB8h$+6spKayrhVLJrpJ2(!wJj};&BX-;jqb+g
z{KjWmYF9VpuWqV=&(6+H&r%;&yINc=O|IoD-A(y*?v@qwMnU!J<&bl3AkkE}%2nfD
zR=?U+jmOE|9&LSH!^&<j_RTQGxmQ)WtCxuvnxU+(HS0V9I)^{a9z%m`m75M-oAEGP
zq6g*8wHbJ>EuDj_eP#M-Bd7yC!~Yim&-w3~e3=eV=onN=qm6eugpg`*`7F^cqm)If
ZD_S{9mnl)AbVM3WqcF|)i}R1O{|75k37h}`

delta 8769
zcmb7KdwkTzweQTnH@n#+B1y_V@}LQMkbpsfcoU>hum*X3q$n*V4>sBS3`ryj2vHKm
z+bS$zI7<~#BthkIl}EQoil8Yi`avxu*t7!HN88VBFU1R7dwW0J&*$PjXXf|YH;Di2
z{AT9N%=ymad(NEMH(u2}w_B(0Hf-H^NPmvAU%-{aPGfCjbItNqkoCrv;7;8R7FP;8
zbq3frlmvaN?+nf`7IF4|bUT1WshPpqmU~TcHNi!xi;WI{(sFNoTdTLOvA(e`@DwCx
zy5LB97k`bxBPU(#APl9spe>`oyq|sRTRx|<560i_fq|Y;{7nYk3rq9+uv|%@pI!Jf
z+i$`C+H00Kc-sSh{nEy|_CSZPSlJVtmbrqn|HSSJa+F?_d`gLFNn$-%frDIx%cETU
zA`Y<SIZCpd#<9POfwM;HVe<kL=v*JMJUHZbK~_#W%Y{_;J!~(`cb6m|z%B~b1|AQL
z@fnl~*yPS(Q&7;uj>3>TSA%gkv}Tp_?{nC@wWK0O5#<By!tZEb)!NwHP%@{ry|Jaa
zrb)se{oG0(C7!AbRCOZk@?@t?<XGVH>3r_lKF{oqT4gU>t;}&m=~By~dbg7;Rh8MP
zjMkK?7Roepn$PhGmC?1eFTbGzwrmfd$Z3-J1P*H}a$w1J6VK&vwcia{l}T_t*9hxf
zIWTxnK6^eiY0u)M6$R^ZZe#4<)ItXwY%%aX;ZB~7?BwOFVT9>7wbUv&H{O8qd&-)Z
zdfV#MeDK8R_Zj;Vdvine443V4Xj=U5#O}*kGcC}Y{{ZJY7{8`GLR4W;F{X)U=wM#A
zYfJw~K0*hNWVvDP?Iw7p%fM4~@OkY*J}y*Wtb>-iLS9J)WgK&Zn42Z4;Y{~fRt&7t
zqcvwKS}x7E1=laEqQZ1wTlctAuR~Nu+{H^<>H>-pml}7b?|+0W3{A_>DHk~mtgFr>
zL8|iNj$rtWJA$FqC7iya`A}HA%hFAyPGyY_*xn+je%ZhhO+#u^OT&`7mZjc++CwM&
zWo)@+vuwPP8W+R$G?T59O2jTx{K5JXJ>%Q8p7nOcFI6z$fStiTrF{mzPn$T0U9B`x
zr4F(N9_DZ9VCXkxmN%&t=?~TZ`{A*>cJOo5=a{HNx*CP#@s2p8!!UQ^x6_70I^B5Z
ze}SFvcJj+QSgW}49OBlusC4poQgJf72J<G3yF+aK@L2L3#%_HTi3^bo<4#zZ!7*vg
z%wxmwk4b-^3>}2CI95dgKcj;+O*wFRU=uIW6Rg}w?g<YS0V`h*^Co7d<?FS%j=+@x
zo*rxTsh*;TloL)qRUeP7LNBmYLF&KU2wP*bN{^CPRBRr^hH4NtOb{C-M1`0T6^@4P
zib8e<H*zjqSz+QI5Lj{Q*_&8c$oq9LcmD#uK~GC;eu|*r62se-<B=qhn4(Ft53;AY
z_{#|p?34)h-vmJnF{uc05Wx$2s5)54wxP1Qf{~umYm6in%p*eL!&1q!VI}i}Kb-n2
z#{ZobtcVzi{W;Xf*-#&>U*Mk-G_g(?oHoIBDMU61HD&spp7U6sq!{q$0)3^@*T<o+
zKf=5h<_F)HzJc*V15%J1Ue9yd@=!<~G5-hgjMc&?lW2K_m@)};_pab`3>sTi86w$=
z&4dg0&gTuG>bj_EKGPt`tSeOCX%J+#kqXK<=7`L;i)tb>D!JNUNbRon=cN*Zg;iE2
z83cpfjUW;;Se`*LShhhh7zt_&Hi?i+2Fo=F2HQVtt>p}rI+foV#99!8#Z61`Y!83W
zAUNeu*gbN}r_{(z+7PEqo3obxAGMD@e5X(-j#I87P&|CssDrODr>RCkDz_Qq51zv)
z4xS6T7ODp?JXm5<xj+MYs&ohyRiJ~136aV**fH-#$`Gmi6Xyj<<x7Jgm1Fa(`5fb|
z;i@tUTvf)e$5khBc@yBOk+@n2m-G{E5f|BnD)?++CPzgGRu%m7foYT>Soh*kVOYeK
zy|)PKMG5Q0M6eQY<zb`X$|DJ&1tqj!-2_?;SE@@!7VSj=4V59P#Du646T<d<2%B(*
z(0e4pyg~~p-K0<HAPF~#e{3MuWDKr8G{JJ6Fo``pP?-niPgptnbk&Qpqp33kHZO9s
zZ(|FWZj5piPA|&QEZayEZ9+cU1b=&UY?&}^v8$z@-O}uhbn8@1Nr)-UMC{2OrjVxB
zjggvaaFGA#^bJibv*(6R4IRDI=@TRaE;MNj_#k}=1{7bC0rM93F!l%`fF(2Bwq+=z
z65zYB1o-me5%BvZvskx~zNb1;TIm9%dIS3zR=LS(+d}X|PMdiXcH2?w+Xh#fJn(qU
zRJLCe+!rOtHbGYHkI_w1yEzeC`&sRS>=U(?ormVSB6f+g(A+%|^Jg&szamd$dEO+*
zauX$zEW_}WE|Vb3Cs4D*WVy^F$<k*MWJ!V=S$5GZNwQRMh0xvm%KM7B#Ehj*r5J`9
zi-otBXa-HPSpghtc-UMaTimU-&?hV9R3e$Ez)Ymd=3wPm7?)!*&!Rdv&h+OiozUsO
z1L_)=F$Jp&qTHG>C>F=8^=839_0+}JFzXt#xTthv$8uLk_-l`u#jaj&rn`!C*uujl
z=2jIEaS$p&+=>a2P(AE>xC4K)n#S`wGjR~BhR<7aVQ14b?AWcr>X)$kZvobzgmpF%
ztkV+K$KM<l@ee9NurMK5{a|fbg}(&ra2VDBmJB_ux3E%Hi&!bE<?B}}$0Am0G<F=f
zQdt(UQYDseyiyi~gh~)3ObC({l;!IvLzHT=L@X6r3tY5Y!u2DG>qm)jB`_B47BUuW
zMIvm=CARLHVT&;r>MkT|MMVf3CS)%#A$x%dfqO`R<JD%#wW_^XOv@<k#Voa^GKqiR
zEbPSqYADa=ae^k#=N;&1qqT^>EBwI%&n$AWb0J6(=3-btLQnUvkCsSl5qqxUtc426
zfslqQ!djdr?WLZ_Eg@@xdPZ6cq!qFj3Q?H6Od=D8ti?#HW-Zd`OIQo>C9TEz)dP%;
zgG1fYS`?#<YAuFitwnuj4!rxgkD@OqP1YhTtyIFwHOJWktP<8@o;A{1@cXUg6|-ep
zb)%J>V)XM-oQR%d0s6)4X)LIs47$YZekfS0us*HL4%z0Q)`snX!Y9VFw?q@HBrh7r
zLBo(jUUZahN$b`)ry{h(cA?lxc7ZGT@b<czOp?>gLM2Uy%I{WT7OJ28Z}WdqsZ+Tk
zG<oKoRJc&@2}kw-aH3SB@I|omC%L+`uc$#ZNgsTALA2*#h1=GTWj2_)o+4W{>qC((
zGxYY9vyt%b`qGiY>$rryNpm3ic{22va-np?s1bYQt@FCnT8}z@g%iK<HjAGX1Y|C|
zsl?${A|$@B3Zpa`2Ntn6^Ib`(tQ!|}iT`ix0kzl`Wst%eMBKCICJCCGOU<LP#zoG2
zNrL7S6>LQ0te(K~_M|Y!g~v*4jZ`Q^+o%EY04Bt7b0K?k2W5~3a4+>jE(IF-eMwpb
zfxUX`;QA!EzC_>>aNW@)!F9*t0rm@k@7xSv4AH3oiNsM00*DC#?1Qc?+bBZ-Uy1~%
zu>-oscwg;>LVj10qzq)avLq2pFxte`PG^&=Z3S|R4+YYZ=S~HRN~0p3E)p^=4){j;
z4G(m*HhBa88c-v$J|pVov8i`949IHk@+cdbD^>t|ww9JB+_yG0AS-*MofN%)ZP;@<
zr2Z^BEuF@X-BSss{kt}CADOPH6XECFBh=xuZQ+<~+|Eio@luV|&)z_dn4oZjP26G|
z6R6;oDzpg|q^lLDLQM2UU3;N|4eZ(JR^>^Gir~c9gn1i*<EW7$9n@?ql&dQPF+1c6
zZ;x8x%IDwb2W(m(hQAhWzg=su?H;;`AUlw4DF_jmQfUp_mUGy(jK!R%FJW86*B^uP
zUU-l3FKwYX%;nG$`cK6gmV#H(q2i@EoZDsOI3$X3pWnT-mS@<tSj-4}q*=kx?~$D|
z__$DYaa1)=v6D3rF_rM}3bV_ou>D5n;4;pehzi?eR2T&{d%*BpwFj4Q=J1;E_rAx{
zYN#}FdmeyQyS~SiEqljmF9J32k6lxEjU5-QMCVR41y25ByNJ20w~HX(PpMN1@?C!A
z6ZXoMz0r>5Vyun367=FkV6de(R-FVP!e7FY-7fy7JwDcQgywKEKWPtBaCor96ugcG
zlvf;7ffx!CWT<#e4nY5&ne5YuiRpzq_qLHdIcqym9}HY<w+o6c*r#wqa$GzntWAXR
zL0_Dpv*ehSNbqcvnJiA|sN{I;>B$27capy`cDf9q4ul;OVrK@+Ui)6WLShE^bb?i^
zZ4L%gUoXW5kGwvfUk^=zb_^-L@f?*(Kk%otsYQH)JqdI6|A0T5EQq{=pyPhABax4j
zQQ>H3b+g3XlK}TdiF>=iEdx>ES-$C-n-TZZaNofq{uAt1Wugw~#W*o(moFm1C!~gN
zM`)M_YYug!eHgo32f*<2hxo@)v-6>tm%(uNZ&UaDNp&93qbH)m!$U-MDS|ufVWLWM
zXhdbBFF{n|OFF@0f6>YKcN`(I%0?l1preAu!K^np;}b}(+!mHm%0M}?lHcdhSZant
zgnS>Qf-;Ud3i;NHYVm$G1FrNJ@$Wh`E|U*eksUgSqDI|?Y9#hpv*GHmGj)p7K@62a
zavDRGk?PW8bwl^j!<Of%z^Odv5S*VN;QP8!ymD=Y`NuX|_Dbp9nlwH`y()X8Q0ms;
z=;QksI}B&uI>!e{W(>X@8*cAd-WX6$pd6jZw`3QG5u^uFj+<?22XsWXf@h$KUvP*W
z`w<Dcl`;f@t_OuFuZS+AT+ILq#Sz^loJ&0Im#BkC-lfwn+=6J=S`UsBE^bVTKkz(7
z9Qc%!@PQ8xsBZiiuRujZ8z0r61CI$FcuMfzNx`dMkLUm42%UzH#6;k;EgyD>`{i^P
z{LKW*)RYMHHu<nlJ{CqLr<}}<2Jk~@J?Z9)699Nf0%#Bb<TW!EK*XE9ydJ0s=;pj2
zMO-uIW6vtROij_~MXD=Y2@K+q${Qk8hS%Ob$zQ_9SNWvFUkLZHA=C%H;n6OjM}B(O
z*@|;h3|Xtqc6Vs$X#GQ%)l)cvbSU1VFL6%A7oF40;Mr3>oLvhp{opvu%JQ|hx3-m+
zmabg6vZQrYyRW6Wq-A+S=~C~C(pGP48%#buGu^2PwYRi1wUsn_+v`aPdQbn(Ve>Al
z^)6k~xU8nZ+ZK2lHk_FTpPcE;`;bN+#Gf|5rMYIAm!87g@b3o-Rm^Vl<={UNltJhk
ztTI=o(i-|>|JtGciNi7JB0WyggS3)Ok0bQ3qxkTeu29rc$)|f<G5uU5?}=O#Jkj`*
L9sF$Q2kid=r#Gd}

diff --git a/docs/build/doctrees/dicts.doctree b/docs/build/doctrees/dicts.doctree
index 4d6459dd2526baacdee1140e28a21d43935ff88b..20c57f32874293a4dcc988552a3a227205e4495b 100644
GIT binary patch
delta 2365
zcma);ZA@EL7{__ey>016wM;@wpkp1$wu)<qj0_A6bdqIMCT1!^$ZA<TTA(j$o7tt4
zbp|7&%a-L(?@|}W7{(b*v>fS;E>oKsi5ZDwA?|}+LUe`?Q((~;XEx*IUiv|k-a|i~
z^!)Ds|GeENH=0sDno_b+MI0sBml0gRH<e{Y)#f^LoyF-r8nif^N4Iyoz4ic3H}{hT
zgn-6`*>(g;IUNtNslqIU!8VnS3=|w@*22ZKLkwJ#^~5Jib@)+{8ecEExki-iDgKy+
zFKDvA(2)wFGu%_qGFdhjlPeXI)Qkmga@#E69rY~!!*mdpGx%hy0T~$#yPrn}2H)Sg
z5sxnDp^_{=sYA%dVEcn==)w)#ze9cor++lFrM(`8D|`Y>s7rXd*M!fQ+tC>bj0vC_
z@3S<b%M7j>-WHES9lmGL;91jVl`G>a?Y$^iUD|>!tV+bP5=xxd5kX1eZxd{SB&n^s
z0o=2dV8}I69{iwc1McuWPCl!?&Tu_XQ&3V;`=Vkcaq?C}Sw39J*&C8>{(+Ub7sfe4
zYOJ@!DiUL>n-Ntf+Jb7}bE*nYh4G?o1No-&EKA|YqHRV}pR@N#>K)E*HP&_Jt_HFC
z68ZRmEjNL!LaheFUn4QxgORP0^2LEt=`eS4y#_v#OTa^XXFp|V%qKXl6fK4muPGr#
zejfV=$(PfE?~H56z=WAnc8S~f;b@_#4_6nYT+o*-YM7LdJTtwhq%b%$ttWx+2c^<$
zXWx_#AKZFKeXlapYEplDin^Hu4%gp)jGWJ;q@ug#Pe=#2`)UECaNE3&_?CY|v?Bld
z`|B)?$^11TWsvy$fI<~tNaP7W99=4lt3ZpJ$8_;sFaoKm8PGC0XN!Aj9USK)ED%M`
z>EZ=um)Ht^yZ}y#3GvNZu&5~ejcd|DIai^FrL};3x&-cuqs4!<307u{*KY+A3s+@Z
zzha{2nw|m`zg!7#DA$e`SA(=Gd8mO=DXq_IVMuW1F4cmL?`VWO2;P^q=f8apUSMg^
z_+ID}E2vg8d3nN~Y$(G==1aKutWb!rB`W#1TOcWwxUCgB)s)_IW3PagZ)u00Xj3AQ
zGhNUmzEoNJhZ{xvgm2Y;&<m&j6W{)FDZW59z9Vof_lDw)5xBwT93W1(KF-IYP$jlE
z8$_c~^k^Ac_1O8&|AIIt0oK?mP%{j%^?JQ46!Hh3u~__0f6(kd7IOK#W?!I(n~%d@
z<Cg5L!ydAS0`^0F&VbqN3>{uUEDqlxZuh$|SFCY+>^)9fzt8S)dwWJsv;A&w-w0>q
nV2`H2>FIVlY$6fl>>MoR-`^~B&2U=&BM66CE&u0vScm=vt86<o

delta 2202
zcmZ{mdrVt(6vun+y=}Rp>0`?%1<E>zQ{-`(fWc`tVaYH~aKvRq=K_V5m4>#AcEa4;
zVDq&ESMk?!CrDrpjU;RWzid~B&Zzt$Gs?p`H0}>vrit0ie2hQ#@NqAM%l-AX{iA8m
z=iKu>=XcKewf~&ewVl&3ZQ6)ogxOBPanzofrmJo6Ih*&Rk<3OsPf?(@hM6h~PLaM|
z)Mv2be!Y`X5!`2ZiB?%f|1^Bre3XU{qa)o+wIbu{AL9Wt9!h$Tfg$x{zr-?T;)wma
zme9u|nMJBRU&cKTOaThyXCU8$)s%xqC8c)AKqUohP)+?hDxF5t8y}`}XjEBOi2Jjz
z0@NTUSIF+7H5#|w6QWS(_I2pj+#c8~+H;V3hnDh*-tH`F7mYeQvJlHvL1^Kb4&s?{
zZW9cM_N+)hJhC#e(O>6mtgiF#^992mo9Kz!^KDeW6l(24)ZWFY9g9(u*SAxnGz$Ic
zfKmL(`mX`{$fNP0Ll0T_4;V1vErnmwF){wQ_-Sp@g4*jI4QMo;&5Za4;-?Cnu+fnK
z-DFTN;&vwT?=xV*SGSZiF){vO>-Rte9n;D|PnUb?cr2x|g+=%I?aQ<1#oW#zhMzkO
zN~4&A9e357Cq>TaWsz;Qeo{oiK6BNx&=XzN-BuGnC>_<${(}iBjPJHiQbgACtSol%
zKsG6+VDpF8&>70(U1s~-*&bG!hg8ojg2O3z!;#+%&>NkYDQv+rp*~tguqphxj`G-0
z?nx{DuKQUX*l_O2e<@W<@WjBQF&Z^7V8p|Ny%wUZe4|`e`Pg-`WCbg}P{E3$OI#aX
zG(4G%AN%UEPDSwW<U3@q-m=I#PffSSW2e5EQSGZF!=kAxMyXv!{O0W2v0d=gm2t8y
zAFY%%!*fUDGV8VH4B}BX|G}uw9Qpq;FK$%9trAAn5((ps+hMYvqSdnQxjR)_G<Vw;
z;lRR1=DIZtFEq_rBUKOv+u0jnrd87?bTjaUR&Bns0xptLqe)9r!ngt6AZt{>N;4Gb
ziCdF*+MtuyzX++kGZ`icCWx#_FOC|YcRyH#OAe5RO%T6iG3d2|rOlK=yuwdqflgSJ
z1Fbs57RNwk1u#P<ot`2mZ7YIz$)pu<tQa~Z-6uA|Eed$W^zqX>z{fvc0<3VY6iS(R
z@Y^zQk~95Zs;tdD39IN#<*qJ6#jb|Z(Apz5{(J>k_-#dyEew>yy#!(u1TmdzEopK-
z51*2&cF!(Lr~4pk*A$T53qO$;7H?^TgJ^cZDD)iwaSWB0nIN*$I%20M9J0`bSEGd#
zaPS!Xp6GD6gTbc2299fKX~}EaA9VYDdH&`-+-}zkT$8IQz@LdgnKf<6E9mz(2J#wQ
z!FtJyPwIk8CWFgc>)Ku2;C1eC1;WR=c-YK8!^4e)n;FtiW=Hh@4HRa~!rv!g1@%8?
CqNXYU

diff --git a/docs/build/doctrees/ensemble.doctree b/docs/build/doctrees/ensemble.doctree
index 28b84dd301160769761b733c3c96264a28137b96..71984dcc50b6708997a2b4f74aba75ea525fceba 100644
GIT binary patch
delta 4803
zcma)AdsLLi70(O{yWj4&3o4@PvIrU>0<xg^!p0&o3Fn9?zKCy^M_5KdWLG1JsQ9Qx
zR}n7Ns`$W2d=e#}_)O{}RZpl!?TMwHG$!`6e|VZEv8~OikJ`C2?ylMj{<GhFcjkBJ
z&hP%_&V0M;pY+>*(cq=QznplgIXI8PqP_O;0ZBuXhB^vM7q}e-g$w%S6_+~8q0^9Z
z?Ey_E5Y+Je5is(27!;)q)FOi4p`;m_hekfn+q>Yf8nsk|(-NMT;dB?e)1uSLD$?@j
zINk2FS&Jd2TNGps>J7Ie63u;{=}9LhZEm;Tq=OkWhjnmAV|Wyy(AjpC9B)6^C6O08
z9@16&$zBuEepD+oN1yM){{Nb<4eAbW40`jK^`f<TP*1+*n}fpITaVUh$d2~<c@E!)
zX=%SBC!V`jEoazB(oR3*4BMb(zS=E>oP4eiK8+hPGpw3r<o7`@GVVa;P6|6~bx=Br
z(Mur^GbWOL5dzot*<sq4MA{kxXFWs7AGFG>hlHwn=(Iiomed%C0x3C3a5H-Z=?&3i
z?6i;GkBQMEhC1}HILjHLxNOX>hci?9gt&gr+dW|HTRr)VChp>!ammm(yB8$X#L-Cs
z-{ZBEoUw!!p(QEE#tQt9@f>nBqDKGHOH3EUe`>K6EL%`LViMRUtR=_VVW)5rd^M>v
z<WAg94`Re=>R#@`73m6c*}WYCr_)miih}gm$R~j8BrMG>rPuUO^XdR{nMWH3S2yX%
z=e(6*4otvK>fu&uneJ0QB{+Lp>0XYQWhJ{HWpa)ct@B+8t^${x59C2bjUt?{MtyB`
zES#NuLeUwx(Z;BO(~@l79T@Tm>FsB3M2lDnPP8*U64LYR5mt_pWc9$7AghOglhrMl
zp$|B_XE=N?bror8pSGzp!r;cVdYWnwv?XIOlC}<kx%4#z3EIp7Aj>d7Rc;BLY!JLn
zgodI7lEZ&Fd#O70$$>y-&C|Wkr$pLFGHjUDgT@=+@Y1nXwEAevz@Q{;{R~LkFlVvi
zMWc<a5wxj^fg!8l^pqrXKQu_zcsxGV8n{)mwhLQ=wOx-{Ll=Uz%X!O*)*fqX;9>rL
z`iW%hxPKyVyP(VTw|=(N0Eo3h?AuG|ElJkbf~*^$FDjt_mZrOCqBjf>)+JUD_!Jfi
zyo`Y(fyV`bA4>w!>LaifW0VB82m*%}w<(E=ATVALx;qjW5~m2=wV*{Z*cxDP1V>2*
zGq5EX%uuB6&<8T84WB)o(5Z@0R4z^<74@6;NcF(M*}Y(E38M^wax(_NtQba@uAxg6
z6ct^hK+ap7j!inc5S#JlCr2t`JI>(~i|v@pF|(|6oFasUW*;xb7@Oo}f>Il8gTrf8
zI8b&<(XhkDnvoj^^>!S%UV8ZmW|q&P7Z4`uso^tpWaq(mdM6GX?j`gq(WkJZA!3F$
zxaaOc+Z32LC=&X6dPo0&0R8kjSA;jn?J2KYSyxq8S@()7*cHM9x`WhU2{*wuPcQN}
zIO9p9_Z6rboJyJ?Wqwcfv|LgUAKV7h=3CMCqpVoc2HWT7;!CFwlj)bpSrk@l`k4aX
zj_XU#z@vq6Fe=+Y9Y%lfiAI0$`7v+ciwsOxP@M01CbCT9labMpMsZk-Gd>P2XJNGY
zacH=XbR(V|dU0~RYV-$_X!Hk@O)CO{EC>V=2hA0S=^E@y(%IOm0C<4_(=)iBUeIs6
zo_>U@O@O7$V4i@qNHG^H{&H}H`;}sD!Iltni;;^tS9|bY2BBZzqSDk>oL)+}gClyz
zA}gdWo<zS!ppbAx0L=b~exkDH=ee}nCB5O%;u87~qtNpYxD2W1zhX1q{1i;+`5TTF
zdT!+ye!QHALrZh4X!Xfi`WMH`MWav7=~a6Su_ivTjlB$E>yxSX1=et7SqO=N-!E%3
zWJqW_hbD%z;rM1}{qYes3PqL%cbB&sCdyIc`KT20<6a%_9cy}=Tb+_EhoqS>J>f(C
z$I(Fl(C`6rXbe7N&ib2p&bq>em<S8I=+6cx)St>le6UPqCALH=D@}NL(BA#U7(zFi
zL@I0jKD}q#sYd*^Rkkh$F0Rg}jR=(0C;(==q5S;?^pr_t?-+(Iv!`J*UVUn0)tY&_
zJ$zn~yjl+7#b}*L6eBeIvbP&UlVzmZB(rzN@I4xB>^qsc4nvM5w_($|d4`7)c3<S<
zo^*`)xNU-2<+Ew1>fht4$|tb%^;FlyfxY@Y`m*RV`U+IE3UeDHNi@(66_mg5@<HrS
zRU1!L6*ntY)Y^*CbZo%m=zz!5)QNVy?9C9E(LRiSkMf9od$bzkl=<F``4$(Qu4}nF
znOHBjL}I;K4ICr1Q589DzzOB{JluXxH#daAC;LNT<i`H=2!dr^0}hx5zuwqFTUBv&
zxxi!Y31^B_at^L<T0s9K%{QUyR|)h-e6d5>mI!)Nh3d}9^gk+`?K~Ra!n*XO>>N~Y
zc9L#zXLBm;Vg_e&Jn6$<q6CB+azc~I0B*2DSV{`%0uA*Ee4f;;<4KmlWJ=5wABJQ?
zRQ&+r@<TEoLoU~kB~=1aDIwK<NTq;m^Ft~TLeF7@;xb`=a_OolGe<d_La7aWfn2He
zs!%GLeM;4kaH-Vos;|ym-*MM)&CEM&?24HG$DLhBhxzDAF2SLO+2qdxvU8jTze1E-
z=*P}96*kmFf@jxt8e~Dm`c?VJjH;ykapVJr50vEt$l2XH?4FF_C;ph9$L^aU+G&Fw
zyO+~`!iE3j?F*%icG4HTjm!CO*oP@J*5WHx2A>m77k<>}40om1zvC2!CV6(>^7X=%
zT0OamUE<iegyG0zXS-jTxES9pbe_d0>2hodNtau&R>7k^l^v0GaDO<zvD;w8zV*Zl
zSN9E5S932fwgC?A&mmhmrl<JS3E<ckc>O>XZMKMd)`UcedPeraD+j02&!zpm1yxMj
z@J%S6pFusE2GhS-Q26|%p(%kQ8k)pS-~6O|i_q3K9;ndPYVLw-Yner83(Y=lZNarj
zZLPH6U4QtYQwD3O&{a1ehf~Ze0wcmh#Z7f3T4dqaV)3(_#6hxfIItyHc7)<hm9iDu
zt-}?R%+RK4pOWs~T^>)FJI&!JD=c#-l~s6Lb4!!vmKVX0mN#Q!eVqkPkJD4`%%5FY
zo>W}uc^gMK3g+g+#+EN5%*7?nqQaST<~j?CON;8fx;e$Av+JPZ=xb)Ruq3arV5S)0
zh7(5@#}2`G2J#=bS1EOt6nZMk3f=sc$FL*Y?TX<SJ~j}h9~-4><d)io=;!_8Q_lY#
z`dQX4{=LWWdz8iV8#u!+EcP+};HLr`$FDvNugB~>KRFp*EZ90;Y8f6<tez{BVHIG@
NIE!qxcIo&e@?Xap16u$9

delta 4512
zcma)AdsLLi6?cXOzTN$H!K$Dv3xdz^+^t3`8U;yWsR9z8RU?9|E`!3#B7|BsN_<6B
z<dT{yzCf%YM$uJ_8a>*iCJh>soc2hQnoxVpIZdM>k9tyLZ12qMi${9;&-cyV`OUp|
ze)F3<^KIvS+W0LEd_M4{@bf1F3n;0FU1gC$1w|$KWmRyctjwhgNF%+icQtQN($pR6
zgnK5VYk^W|91uSx-)VEE4o!7br7l^X?{uavhOF=?I5ln<3=B_Dhj;HtgPOq+u07%5
zq;H=~hFJRUfu~Fzq@{Nn;m{G;)@O$+GwL@%y`wye4RyhYyP<t$UYEiXPw$p=T}lcW
zT$eH!Dn^FDGb#7`_W1B;k$vQivEW*22YIz;-j8C9uydjUizZ(9U!B3OkDdq*BFB0T
zPs@yOop|zYK(8KGTIM+#U866vEp<9<ONy2jEvetaN@%}+tSks0rP#`be@`o+*Mp!n
zCz9R>f?d1K@XwqC(heU?PbGhGsaZb|Vu1cL6QHC?Av(C6n*=Lz(#dc*kz*z!vBwOK
z6ctWPkD;-_a4=;&wFHA9D?dnUH?gQ-I9V_PI%fn@6Yq=yOQjyY^v|s#bG=??xi06<
zAjFOaE4BG>vk+&2{WA}S)dgd|ngDzNZw1O0<i^f{mRZ}#E8RIMhqZGfpyDMHgv_ZX
zuZbL6=R~Qm;8=U4J-}|R>0^YAydjWX6aA6w0>sZNAs=E_6r}wmjJyXo=EakD@i_{H
zMr#Z{r|d#7Sffh=*ri}7U2npyuKY5BHU&f1<1>a_!q}_q@%BQy8F83L)HH$w9SMfe
z4W_y@JuIJpP8+CThlvF!K#DDDvk%q}S__g4N4)v-P=_`Rs#`KVECR<!YD~N(s4*!>
zO?Uun4u-!Kr$P3@&E$8zDN<m=v&ZP;3NCsSWG{+TtvtNsr%!ln-dy@5ho|~MSq5Cm
zE1~nzZW%-7z^=ukz%fQcp21eU!RL}?D3YD070wQ|D)5zK2#JSXMY%(s#>gIaGI$n}
zog~G>4lO9sZs#2)woS5==!0z$>?Co6$exFCv(t!1$xah*33i$UJCr3tXK^~zFR3QY
zeUal>Y7`o}Tey>6^pSMV8>Z$*hUL<0k|ZCLwIfLbAadDqdRr3piI=F4;PYjL^no<r
z_cOQJ;|=~U-2A;K`8y~1a|!<5!=ya?wetiee{Ej=V%SY3Q7ib1uPe41&iFv1wYWzU
z4Q<|ev34(gQ*el+FN3!PeHmIVF3QfhI*a!cx=`!Y&paML>Zh$cqq|{yNf9mP&{Wk2
zV+<yhzDU=j9ksIt`d3DS#iEib(P~|+cE{#BR?-z(vA5<ymm`AC)QY{e0^@pS&v*`U
z_OrF9o>9=S@`7@jTTSd#U9pAM^vJD&oPb5n<@9YWd@wBmN}GbUZ*jPpF)gfXiiFx<
z=^&|m9sMf@jGn}<V)1m>(c=h|brj>XHtfJC9cWxtU=ORILr2$dtY2Thrhc?N&>keZ
zAZB_bm{tuVT`+l-nSRYFF~jOriR7M`bk}qfeW-<xQ^u0x5K$35@-ojQYFdE5WAa!}
zzmQikigdu{in+8y3)W@}`7^qUqi<o(30QS=_4EqTQ8yBHR3=l4&O6maUC*h;JU5X{
zg+<Rr(M+8uIr@}Nl=hiAcV?+oLk;fC_`K3}-a0>tBSoF3i5SK|cosz_Jsel|2z;Jy
z(_z_5(wNv5pNq<FE~Gb&79`Op_)O#Ba=K!e%~_J0A6L!2`Ojbosopl;66$T!LClo7
zt~<Y;Lg)=XKUw<Pc{WnIy$;w5)e(@eZZ`dd!&6lsl-+_quG>SuMZ0AT?b5;f^Wx|i
z{54V>4gN?SFMgDDLdp6_+OFfZk6zVr`3~;H*dF=b;(18<z5^i}ZYZPlXfUx6VBLw*
z?IX8n5(^(!-&8UrFdcyj1KDK$%gn~`mlV$gc<{oz${dNBg($1)?$x0GT(EA#y_c)e
z=19Z@y?gC61IG9AHO_+`Fjk^t`AgD21`cjYG`!>GlikvJ)?*E#<a(^-EwLVJ_52if
zt=pVK$ZpKa40uv&0Q(`daJcVA>V$J!Um!;Wf}hYF;f~l08(*xz!`r%3p3tvjcJbsi
zKIIAR57o;v=%`+tL7*4wutP7($We6ZS%+rsUamu}UX+m=HFuORxz)t(Vkisz-WJt8
zy_jHeq<^l5{LBGxZO609BZ+^Ac&p)i>5{XJkUVEG4OP9n!JwjNGi%m+E6$|a)pP_0
zjE?oMIR8K|y(&%&d|7KIF<{tLMPpRH{V6i!*@g!6BDW#lyh7@-X|6ABcCWZs>RzS=
zs(UBq`MhL%y-=N}>D`GqA@@#HYxy*#6q->AVf>C#gHhzdZ|5zs@Y_|f@ZZ!gCb+D%
zyQBFPMAL}<u$XpR_{)u<ki9#doI%tCl_T8#Ps7dKXK1@Bw%^+--+tsxxc71e{kyb%
zszQ2P9Q{g#uR_OA{52!NLjR*ee`6N^^+5v1AKjBr2E(C-v2>t;!|_sks38hEM~9Jt
zaB#1cj0JKa8{07r@d(dqm`Sn(JX69Kc;FNbJClD(iUdB>jsI-l46;Gs*Ghb?7mo&x
z-!JfMIi9|$!by9a!GDstp8QgIRuz(M#JOPU*ry7~o<%Y|l0D6dk&->23d!C(_%G!{
z16ob&eG&Behym~mjoDwemm3Gs>jspg3BGR3A$J6BaZ{Lbn-4Uz)3CPbYodXbhaVf}
zufuED-Ajl4jL=mZN%8fE!;HVU5`QpACFW{Ezn95;hp$xy?4bd2=bNClxtb*XfBxfy
ze-a0qk5p6q!QGECdfY1>_sFEIW%p&gZ`>K+r^jt~pPqi|O-pefC)dH!oFGn<1AZD)
zJ=Lqs=n=7#w}gnDMlND_aC8kUquqElwOl0IaaOXPZN(8iWo>F12sdASf;0#euW20R
zmiAs)cx*j6g<Ybi(c?y;?iQH*+5-Ie@R+X}g<?B|fh+bZSdXWW&!o#ZD@6dRoVFN+
zto#EYdt6rgjY3vijY3w{NHBh^?8ihrvf9g&lCs)l^jyaqRvO?^>(8O3b*VNYL?~=<
z2>)m?Z1lkgg@}vgCcjx3J!B^1AXyPCyd}uAgvg8KM%Q;It0>8Hm7Tswh7Prtmph!P
z$;p+Kl}V1Oa(ih>Qfb+;<U(6Tvcu+Z!qm2@;gKFtd1>i#XHt=^d?^RPiMBt5sJ0aa
zw!*xk75U3-&ibwJ+p`()#o5&($MeAB@Zqe{mgKLnl~*~ie@#8(9obHM3|`yVIN1LB
zH03Z_@T0NkpCoWs6AE?b5~erdhZ*A^f-D|y(TsoeFc*LD>pPptFNyrp%dX<7$oQ>*
b?cimcA53f?YK`&z&Z?0pw$-IOKZpDmp)J14

diff --git a/docs/build/doctrees/environment.pickle b/docs/build/doctrees/environment.pickle
index 7a3f4915b1438ce61cb50f0f835a84f5956a66b7..1d548e7da748801d30df5f3bf6139b6e6e363320 100644
GIT binary patch
delta 124393
zcmeEv2Ygh;_CI$nB&1hL2!u_R7D5uLNGJ485Kwwpk|oI{jcfvhmLP~k7YJ@(P?TaX
zs30m2MFA_%3ie7-pU;8<mM1p+pEGm!?%m|>CPM<g_x~lIeD3T$XXZOI=ggcb_sqS=
z&t3J8xB4|MYqEL3-o}=gCU#=Yt8~ndc|xN5TDSd9mM>&oa0Hs8J71V^W2N2ST2MSM
ztth)F$6A@yK8w);7|l{#l$BptnH3MwCz&I9X5GZO!Hf&3a<Xk%RvrP7I6XbTprkN6
zGpndFt0N@bW;R9XFm35s)?90);x9F71l)JbMbZVw=yo%uhaLB{yS5jL$#IHp*0k)r
z4C|80bv)ZpmTiXBmR^`$P?VjYr=fIh-x^THw{I_9*k@~hjzqQ0D$31Cvt{KkPP17p
zh3Q#ow&L7eOJT{rnVpuB<Vq}UXr{HO$hxE`Ehj(S!r<0rF-D-1QCyszQCXf<>1do#
zB2_w8CiH;oV+p-MjNc^8m!u<(Nr_9stV_~!iZiTf8TskOxz@ZQ+rB3g6D5f{zDT+=
zirPcwW#>W0Y3YdtB_Pf`lySTg=Gc+^W^_x)KRa)Jep-5AzRi|aXq|5@wC1H-ZI$cx
zWp}M4(sakg?j7LTz6V~%^@xJ&{2tu~Oec*Ru{u}^3UaJj)|`U01@qF13v((bC{A9a
zi&tpP%`dV#`Hpvb!~xDPJ=(#wb<fs~vu;wRI|lWP;y==Qb_IGxPt0+DPmJ?P&+c#y
z>D3Fa!+Rx2)AudxHHyTxg!YjSwN5K4DX?Z`L(S9X=NIN$iYo0*K=g%0j>mfMkRIN5
z&DAN59gp?T>=xmQh{`R*TTpHZ)+F4;%dpP36z3G#DknH126Sw$OU2=fpvg_x*K<Ib
zB=z6-#6XaB0zJK4PLL{T=nHZrJ^6y{=V&{$y_7_c{6#uAE<WPtXK$QY2+Fj_InJjw
zr)M|IfpVoi9&a2QEfMfLobH-JA^|D?dy)Y6aR?br+b)%TqblvqtV=ApAZc529td(?
ze*S{AQP&Ksq+Mr8Egfkyd>nTU8$gdtk(v{G3<FJ`)f9>Y?6!_ahjx?z%~y`=T4@i2
ziq9|3Nt<7smu{=H`{w3n6a#Ff9hwo#A<dZq(4y$B-lUb|$DwT^oA91sZ)(l6S##$>
zSGBjJCx0dFnu4%1veS!fj?+WhIbw%K&|~LGuw(p?C|Y*2+yrXUfj$x{cYq&VP#j&@
zk64S`C9u-&hsD6AZ*$BY7A<vTMK?_ggQADbl477TD1}zO>G>IuVGK<RmSch|?E!^W
zOGd6WEhjr~f#dk#h_E1Aku@jBQpj2Y6uc!}HJh|_oEVlX`8dW6zf)@LI6Hhn^Pucp
zOC}`Cw`64JWmei7BS57id&Gd2&|!-TY<-iH3#<jUB;He!@(VK^FO6sy+ri1quoPK}
z3N7gitc6M0)}r|sBN<wtLmHVN-Qh?axia1!2;#A3q_M1Q(0fa=<g9zk?Lj$~yv$<E
zo>eC6CdbPo`;=zNjT((i`QY9)BQi(6udLDT@_YAGinO~M%nvDr+TE?^Usdw7yW5Vv
zuPoQ@PCEWl(w%oBd&ad_6z$IPOdrLf-EHmgj<Tp!yM1+2h%!UF`zU*jGE=+zYvFOl
z=DZs<*!GJuOS{{?_Iahmc{iGT|FyC}yPGrcGiAPZ_ws$WC}qyOF-^-3Dpt8vt^FAD
z*SnP^8gs^Qv$9OP%RRGDnXTR3`}%GrU%Pu~TUTYFcK66_zbd(|yK`HW>$SUYOZO-R
z+TBluH!Ep!qf##XF~4*oO0mZLwe1dNrSooVqt&gHZ0)YeBfl#d+FkImdzGcyUDA&g
z$~^6^+ujb!bnWh{h4U0m+GG0-x<|<ZUMbW4*#2LQR~BngQ|6Z`E3~`OjqX?GXm{gU
zzoo3w?k0wRrOegtCMAR@tF^mpf;T8R+TDy-h8NodGpq$x7|`<4v!TalU1bk&EF06&
z4_n>F%1-uDN9@$N$R0_3lKLcD^A_2XGpvge+2G-rlr>h`;F-NQbAV%Gc8njkSVUUp
zJ!;t$f2r=7VTZuX7I@1nJ|xSMlb?(i=+u>Uu48LrU+FEs0S=QjNUEX!q2mJlumk_k
zmR?GCd@{a|WBr8wj!6^xlkQhJHcsdl(Ic&UQURFN3T9=nauXe<35gE>iS4CXj;<4D
zOA8zuCXSSQrFC<}rjBsDJ8@D#1v3d4cL<AnCN;?Mc<Mwyt12Fl=Y)2Sf=R82o&W4Q
zsg+!zEOD%#G}RAH#Q&@e{m`Ug>1*s)(B`&!YjcxvIuYbJG_9j?=RL2a5&LHE2r<KD
zf5)0k4+wiRCp(g71rqz6-cWMAmh-%F9UWW(6QjKa9&;JskCP<UQFnRH36UNtlf#?T
zqC*#ZhS{4L@33Fj5{7M$W)JIan%2Cg{*3m_yA|@&tdL{Q%&CsMuQMB~3NrK?l{%D3
zpcZ!K7H>tL;+Q+bU)td<%4C>(wv<L;6vuDZbaF&kJeO<BXxS$iBwoQr--d>(8y#Wz
zYiPLt0}U4^inVLFj&Jf?OaC24H_{%Gl#~qr*9=b?Hhy?gE-WJJ!3>jv5=X(TSYlu5
z%|JA?>;DCVj7y%{wQH{<Gz>mhY9?`+8g;|m;(vW^f$Mc_%4@t?rGbtgXNT9k9))@H
zI&Uxo9MKC~{Qqs`8#=`QdWXO*tA-9yZ_^&OX7svjnoLVmW#5L5Q*Rx|>#7o;5%|=s
zl*_i3g+1Vg?p1%Qikdaq(7j+Qx;{67{;RteK2vEJy&6WZ|J^;-|LX3A4=EeES3~z|
z=w6rQK?gqdZ|GhP-K(K{U6$^JZZr+utD$=}bg#?Oz0fbMp?m#*-o38({(vLO7E0{@
zU;DuPSFg{|8ML7bHgv)N>s=82#x_fh;KU95*}Xn~xokWA=!)IY7aRKG|Mk9D^COze
z)&=qWLqivA=z<Mh5Kf}}J)<BVI%?>G4PCII3;u0g5D)q_bisx$*w6+4wl0XLYa6;?
zLl<o5f`3~V#3StuU9h1GHgv(itqbCNB<igTvJ;d4*N@xOyth^h_h(=A3_L%cSx@KS
z8=ez-JKO$upF+TQxYS!uY&i8+FWs=-PxLo*!T;tih%ZiR=z<ON(f{l7QHPY~`Sm=G
zc7<W&Z+dcp?=oxXpbZ_gp@aU{b<h_0TBu@s)9gI<BHD~fWgm1_<w?f?TYDe&^KnO(
zt&NoFSZf<h=J+^{+B%bTAIDENGqLzMqKc+>O!H~fsCXWG0j4q+e#ft>Tv6FcNr#_V
zE0hcfW>+eiK8{<9k}%~zi#l3!fv7BlOYuC5k_RCsDBv**c~HcIMLbx-f?{PUgo>IW
zzOm42hTq>GRf?s6mnY&&PEGuMsg(-Ly&M>I$sJ!|=q-21HpH4&%3rwZ%=(5(mu!&j
z&gBK8bu1XZolq-Sgpndj7sa3=b}VX<$wYBa9dpE2m})s1WZ0+?E%-M{ax8zWX=Bs}
zyPMBzyRVLU;|o*0<?ZP9ct5Ocx5s;^IUcEFj`&hmuQ?uBG8}U}vSdIOuj89_%n@Jw
z>Mchu(MX#5J!uuFZ(=BDPFCywX&p<lsD_d_mMtBPbzinLMa}WsI_8M)we?naNA9u~
zIjX5)jrrF)W{9uO^_t<iWn-|4=avmotLWofH%o%A=k=Q7hA&58jvKxlsOA`1#~kq$
zz+Q8VT{+TW|Gp{a8oP27H`j4>%oN`=>^0LjRu07s-&omCt!CFc=7?`I_L}3F(j<RZ
ze{q~CP3Bb{SjUX<#mQbXK2p}34i1x;fRB`2&CT$*I_8QmX!e#Xm<cIF9zf?tNva*j
zTUFLG>X<pc^wnGDG|4Qr;-hiU5Q{B4-K4&=Tpf<H>X<*ifZALBFdVlV;`rC~U9gFr
zx;|d5_M$pwi?6ZumaXH+>Sm5ZMO@LVoAc(irjD87+h@II+J8+utY-f;t<`GYQpX(e
zrQKe047njz-;+Xah~rh=S;vg=wU6F1rn?47efgwfLA;!#R`-!Q=87-n^O|et8B$x`
zn8Sy#FEpg{x6Yf``{DVhf3S{)z}KmHEySt0k{Q*UaARvO>{sfTBfhW7TaJ#?Hzw${
zeEP;NJmU}Qm@&S|$6Lm9LxzMyAckhgr|Z=Eep$zC@eL<lvn`u1^}%c*?4~xYpX!(=
zzV^Xup1T%HCP(T`%`ji}caWMlX<E052A+xcmbc^L%_cf-yd11ovXiEkA+(NVz=Ojz
zl)-IGzIbzTHk;SQ)G=c`Qt2&Y7$EvmsX%J&_}w1pc-9{6!<LR3&BU8}mpT>$kCk~V
zhNEo#0PNId>)Sa#Umwov-nWjK;`teGnL6tp=P26{tE;!k@$v?>uZ^l>5%Bzgw<6Gj
zwX(^vbA4m_r%j5)#;+#?s;%$ZI+g-msB0=kSNdHso0(w=x~dsx)G=dp9QB$pboE|p
zmrqpq08&`TJke9mTb`ixUcAM>wJDBkUA=F9OEhooWpyk9dJ1_f0xei3VROf@qvMZT
zLU^_t>X<EhM|jP)TZ+^XvxTs&s^Qz~m?u65_Liq3rm_=c=@?ZR%PaX{9W%tIUS2bN
zqcV=qQJSe=*qOyYvE$r~;;rl-bu0$%?RzYS4Euhx#bzmX7Bi-i`~ya__!o@a%kk2s
zm&0*(b944J9>oHSf4&ikn~Ur#JPK~~u`lo_xU<H-zN6rd7yI&#g8NVGt2+wr3$ZWm
zD7at4zJsCQeu=_1J#Zg`ePl<$4F>js9R(Nu?BhC0q%V98hkaQ`!DTZ0s*ZxoSN266
z1=o}8YdQ+9@z`fG6kKq@S9IWlOCR<D9R*h-?Bh8KE)m#=a}=Dqv)A@3IG1K0%u#TD
z%RZK);3SiMD5q4x*&q8#j)K!M{6bD61!qX?<2VY=TiAzj6r4q{kK!mema`AyC^)#X
zkKrgdzOfJCC^+b_kKib1``HI@6tutW<2MQ#ME2bq1<jPQVmxMt=7N3jM!_D;K6ayE
zzhWP{QLw?YkK8EO=GX^r6sC21<Dz`{pcU=`<2RKQ*kyi`Ms-zpb<_>yIUshsAAB^f
zC@s6lnp^3pth&$aXt}j#Z=*!or_l@&IX9<QZ;c&*X_Xwjuo=fUP|Dix5Iat9ZRMEr
zK(kV|Mg0}lkfHob2nCCy?s9*wL7Zd|%7+kCtuw~&q@2)kQlR{<ZTBy995=?-o*1xE
zf9%%i(X77)PqwlzeDyWiiY$dTb*b*>cL{O{bEMrCQB^iRLP&<PkwqX%K?It7KLrVJ
z6*XcQZc=oU)ujj#8f%CqJ^mHH${QR7+kD3`$yVd>k|c`M#z$>(VU9D~BCCqFvk;O_
zEUsqPQ3T@e5^Y{_x~(J+M0@e}YNAznT(px!YNHozK&gtO_DfgSo*)EiDC4oUfGAar
z9)exD<~zfbUtCmBTvX}WDs^k!Dwm77xE2+1)koKY14>n#YGN)Ff;1F!ek~yWCNXO^
zcA6<WubPxKuFB*>zO@$BF%WXvZ2^uQJDXND6<dVR4CU((fl#iT6?RnYiW<obZlGq2
zvy=1Hf$SNPQoBq-^qpZ<Mfj8ulA#Fqi$LHc<%$htbk+N$xg+r|^`QaY_2ljFv`Cp<
z0(|7ImQ@9KLI_D$dDn3Du?WPKY=e*9-D(tTgF#vw%+0o?tBtUU|0T_)`ri{?Rfa?e
z$xw!WiOA6FkZ%=t>-a#Mknss`O%ObP#mzOuH7b4tXtkfc>!g9jaJsX2nsT$b;%KAE
zxN<3zMRbkftB>oUWAnZ>P)M6NkV<Rlt{GCbnP5L5Ae|swUF&KQ2oKGomk5U5ys7$N
z-acOSp{ipD_O&{$fWUKz>!U)`N48M;*~F&9L)BJ;^Mz0hm60w2;XxU5MKBDM!JMCJ
zqYSnIRX1heT(hdDlzt|vY}a&DS*=>FQG|*ImomqZ$C9fW(M{DLydfAWXoCoZ2L;_M
zf?=Q_<^)z71r2rUEuAjSe1St5?=HJFRU8tk0CpF;akEsdzZ?{TF;vF^2H|n{MEMNt
zz1<gfpo$8u*72UUh-&YoX!j|w6k79&DwVu_Z$12%)aOemfbtbyzQM~GynK(Bb9ngy
zFF)bsKX|!-m*4R6hd+IDs$_Gl*b^K?0$@zy&W|7XJGSmwS<3d7-i3IVJjU^1hD)cW
zp_a8U{YYEdNO29dPu8UvFw`>t!P+!dS6l6i-TG37TAeQ<Z?aEmO*S5dTx)++HsUTf
z9C14c0U0)0vj~I-8)6c{Ft8!awX!y9sTUgpewth%M>T~^5vl+ia?kIsW<n+jp%`jo
z0)y~qLh5}3_VC$6d{lJ!Y<qQ~WfQ6cYnthf(xX>Z9o-6qa13RUD+1wRnWb=f>bI>y
z>2;eXIJW;&Tk02Cb8;+&rjhVLYIT)GMM}+9s_>oks8`~u3b0ZL$54QqL?Eu90BMS!
z)WtFJNAy+0--$ig81uA9ah;OebYMVL$^AnJ$53)lh(LJQBDow*55|;~KsnM8`m?%4
zf_G}qJt<OVr}#>L?pRfPp9tX?itj@ah%4Ce9ODi;doFjTb9>q(2MUkM>5i8VR_nQq
zgm4T6_@{^fJq*gc{Rz*v8Y!;b5k4B#1i|yy&)M`-wy`2rF_;^$Ll9o)24jqNM=o)F
z0VgW>+~7TJZqQ#yoos#aoTK{sqK^=aVXL@`L3o@TxIb1*(G7E#D2&*{(KtDXJshE$
zn3+O#V3PyIvGZ`dswQTd5RRcNrh1n}y-$>$JkrUr`v~){e)32>AF!4SRYMg=;&Xkf
zilamb$50%LL?Ap^TpJf@{mzvpKF^Ngl|J8*%WS7eLHQ`9IDUG*cU76)A%tTnv)e=<
zJQ!Invzja<Gi&Y!(q&|MORfpRyOF&{q$*X7EMJ~;<KnRxYX07z5BI1`F<^Plj-MIZ
z`pK{g_tY{k&AjQ)vJH3J=KDgk{r?iG5Ix>ON}zkfq{dZS>t{kZhOPA^gYanl>)qg0
zTNySE5}6*MEV?)<j<&BV3P}jYP!tzMr0K!f{m#YdsYzYZj*s_+VJD%AbNO|CrP>4F
z_Chd*@{1FJ$k&?-*G}B!kRR-hwjD>qz9DUKap=pQWU2&p0y0jd<UU-6@4Z@W{xMnz
z#!!YML?Aq@5HF7mJ+BZ8M9Qp6uj1$CReNx*5R9Sp6cGpyLob(}#{r9vxklraYv|=R
zwI&GfL+>Xd#z^0n)TfQi=ht}5Q-{3zT;IT{X}-SsK^x;95YYvjk<lGt)z>%o3c(n*
zin|y@Er&SNinfn;sWSk3lc_dKrq$iwOr`N@(NRy;YKB!%s=hmdE&o6~VUE$q1FCkM
z7d>GaLK%waIS~;J)r;toMl_fsz4`;`?s(=2b-xMkR9pPDP;Fd-`PW;$stV>yAt*z^
zd@cgv!5*LD!mZai0Z4G?kEE|-&^xLG@lKUsP_W31$|b=s-l?|d=`RFjC_!Hl2oE-y
zORy$`%B-NL<q&V-H9>f{$%niv@{+AZ^zbE?+=3jd&E(kr9@`t)^qxso<^U1#X=XIc
z(f9q>s@<Wl5R{=Zdozeyn$mi3<d6Qq>Bv7cKexb=US!Ijr+`a;CAXq;glgn!=?{KT
z&B<t{5R{>Crinm!SU*hV0<KqE;W+VOqW(bai4T+brpfgp1=h7K<)fskZL3rW%20gE
zMIbyF3NF5ydbw9a!JBwZ5VbKBHDP!y2A{Negi!N0nuod;Q#(ZlFIF0-iw5@~WUsC<
zo<o+xB&GHqCGN271vSR7wcd^C1jW^+X^OYAK=8I3J~a)(17z%p;4zVw28Y=FJZ!(b
zE`(#)=wD$FSI(gBJuw*f-uIrkS{+}`3e^E+(ZzA|$*ZgO|1&}`hNAdd1j2*){E~~a
ze$D6ZQ|yItyHCZbGK&ZinP735%{X1{fnKN(jG@eeL?Ei!%+0atS220FxE#WRy_e?d
z?8ZbhFOU#N*=OpEb@l}kr3$pSNHti8?BZzhd34oA*i#6`P@vsJAg*L1O#Y&^ehg3k
zq75IzXNnY972QK$w5}?;X+kiDqMIrLQLQcNo1n*0kB^u}gPv>ig<I5`AiR&?FN>HW
zgMpL15Y6idSD%|N@OCvm!bNK%T&0LE_{=VGN%hT_O+qk+tzrX%xMBm`Enjtq@$Htc
zI;)mtpHL0h3IPNW=6L3-gsNR+j}VlhFdi0x@L*jY<N~eVA@2CsU2$4){OeAt+};-{
zsn&qP95;OvUsZ1J2tgUj?YIcUm6cm_`s?o`oV}8cOOO*(G5#)6a5phFb0}x3EmAKC
z!5ND3XAuYwR+=}#noKM=)^3NJTvnQ!g_<C|Tj`rcs$yWJ*-Ip^n3Y!FNXadAyk@C;
zhKkH3(Lg!k-w!i<8r)3?%CL1LF^DT>t-(RKil6Xgp*pDI2se5loGOH5D2?$V5FX6V
z7%tKJHP_pJivwdrH~31?d=|J^q@>KwKr0G&n0{zg)mj$`AsLEop$Nnk6q^VC;B6ws
z)nrFshm~+u;cXRyG8Eos5eN?t94<$j^X4LaNTke~1RVy?fDZ~G84B=#2!w|Ljtj7+
z(aGxo$1Q115Z(v41d*y33~=m)#aC>AgSQ{^!L7G8xLpvc09tdY#PC4U&q6?k?cxUp
z@iz`_Ey6@cda1<d2u!39j-f2VL?Ap^=wOE7(RuEYo(nsw4Q%~HO3F+N2rcA?YKyn4
zg>Vdo)=LE93JT4`u$CrLT&Ls=j=jth!ZDQGbP)&-W7_3tZr;YU)gonfiqGKKOPLUk
zq4-vaKwQa&cO+06tlN~NaG%2GqxXpvS(P454U#5Rol)H_1Y{__T_O-yQhbjDORe<c
zgL`#4|Efrlo#JZ|B2_bcM}>e4#rL8JgopVQ@4PilhP=+F`0!m5g!lQ>*-M>8s6KV<
za|~B(J_X-)aQ7b{uFb0&hl@@n96JshZyHEKP=+n!B5NUk<IKt|R0p<cu;Z}drh!Qa
z$xs??L?Aqvn^p|ta?h<sij<UD8E8d@n+C&#kPO9^A_8#*#pYplwLqk}n(PcW4YGuw
z425SEf$%WFx*ToJ+XQQ)NSQSW8f_Zbg^&ydSS|u_C0n28Db_xbB5U&7yj>bxb&j=1
z2+2@>4~sxtN%?u6W4$j@WKDjwQwV$osLC6X-w}c`6yR|Y2oJL?-h*qJB6*!<@u9pX
z2=BA3-$f>j2D?`5+f!F;mgW4A72mp=tWB{(BSfcI^!~i+Ptb#eU<{jvKZE!ir&q~B
zb-?KriXzOh@o0ytJ*A5fl%Y7{MIbzwnhso~m-(U0WRa3G3&Z8s_J?YoO{qdqhH@J(
z0&xZ9=3#=hSfscv;ob6QV%0WRB!pxryM-bU9_Ck<qs@7nUu_d9vrB-EjX$@jD#5Kn
zP=*rRECS(Se7ignw6~m)Uu0dJUs#k?Vwzu^2j2^zrSO44r%MM_qNEtUt93}E5-yR_
zF9D&dOb-fS8Orp42*d*YNb7PDuR*4lcBF-xqNPsyoh`Um-)-@^NSSpayblnnitv;W
zmZ1ngWe`_vY^4>g*%$9Hj8<KQ8b@BrL?etQw~?xOaY{m1h7!3bB2*8i?sqQLdL3TT
z)CJ2?bYhJ2+n;!=%CM7Ay|oz%eLJSQ4BHD~8OktD1j2){<1(yiChm1I&l`755Z)*A
z+&<KV;k6ii{^}7z&ELqW*JY-BMOvla(y2SQ?8~yoYl>^UoH@CqhnUb(wXf9jRfR=c
zRpg4a3}*hMGQ$VriV%=tE6o&v@X$&#L@*5W!ag5mtQU8+3~{|V^-^D)%0A%B6_T$h
zWUEjG*w*nUpH_QA=Vl=kLv7q50^va$8$~b-w81_>TpMlF%llGKUEhssV}+)T=Y=YO
z+K`qQc8|kCK!yr=hC$SFYA^((sU1hV#7WbN4w6YfX@dJ$KJWZYs5Yut&UBEvRh==N
z6aq37%O@gYsrw0F`e{eW`EJF+;=DBeA*xRCmHfPj46jQNeB<#FI<1pb?JQO!As|D^
z{3#+_4-4$yxOD4v=0sz|<(B$}h4<>jsiRP}oh>WA`dqx75Rjq#VnraXr2M)jxUXj5
zUR}+M6)7?w&X>^p5~OOc>Ki2lWGKGjA`l)15Z?SePSx0u;rc9-t{5)Ier_LXf>0-Y
zZifS0v%L?!_kv5auW%Bv*;HG0UZ$xSR`|0MCH8^p)I_P3+836I2+*m_PZO&<T`Um-
z(n-<vy^>-EQOm&xg{cibmpEm$2cmVgmB5EqbHTdm-&<FO#SQQ6x;n<;cP|Tg<M8yM
z3O-a1O|EWvZ`C2y3}h&+Eg}#eEQf<jynZe3gsxH-bkv8io!ZI{i<H&b%FcF`s=eIi
z86hA;xjiKU;lX5Zxz*I)dE;>F?k<zT8+%O<but;3+AD%47G+rrO;&h6%M^G)i+jJ&
zF_FhR#yJt0I`tdcLo!#Lt9>T~WT@Y7L?Arqm)qi+l;c&ud?sBJgm?WuB{I2UrE!1f
z#4`LWuh*qbJ$?-9$m(W}Lq$#b>gHx`brauQc(S_8aCOr`2*|K$m_;BwG!2sohJj9I
z*Qk?v{2*5UHSM@QZq@WLMX3BZ`K9Nxsz2hLBm`rqjR_(U9<(u51j9fZ`L)$Xy)6Di
zZisbvZoE%ZOQ}#rm|EUes;gzW5R9Q(N*IJkv*G@3TvSV)XJNsq#q)Bq(@psWMcMgz
zHuv$SDw7X5+tqq@sNL&$obn2zi~Cmp)ZVtb3vH_igog(Ro4MfYbutFqvSpoQbD(}|
z%P8u^>^YHgvw@pJvkRjg`%Bec1bavb%dqVo6oK$y5-yJz?IEd!*^4YiR#z*XRJp1W
z=kDy)y4Bdcoqj1&A)S0*98kS)e=dY&DBn{e5MJe5)5M0^T2HSf<R+#j2%f(?hHJUJ
zNTezTmVco)%g>D5m_|n5!nmYKHQhBx>dQysCp44awuR8lDE4XN*P*u-f-!6sQ6dl?
zo~buy7#_X1FKzpRc1w{u;#v~IwyMcW5h*NuaO3GN^g~Epb)_*-2*yxs{dko<O|ZR;
zl$RzA*vttWoo6euz-O{>q;wxB-C5lH%yU)J+^FV#1{79lkU3kQhq|Kp3SN%KG1FX_
zwSY7f+$=AGD}^Ur?vksIDMmzUNl{jQo~h8fusFNWnhPI#tTNAV#z=9C!mGSmsLD)=
zk>&!HW1<^eHDQ(sAsY&Fg%L!l$FHaAFkHrTDOX7SO+92K(}xZmCb2g*K<M0Vyw9kx
z9?Qx)?<bJDYUjOM2u4?B*Jk4`5eN_4XZ0>Nl$ta`YC+GelGq2`;HD*i9QLY6dAZrk
zy<V#3)pk?}#!zxEia=aR$xR%|+Z%+=_I6gJtXyi}jg+FQwzo4vFosh5S_Hzw7+XVo
zyR=b-o*N}~z%drW7<G(|Xel@~=|XS5L26S~Y@tFhhGGk15FS^f?(>Zybzh9qUAM~3
z=*qQDe=EFIh0;@~Hq3VYwYGW>>?Q<bD3l}-2oKZv1QCp?^JhLRa^2Kz8qb?_O&DHR
z6MQz|5kg%?cz3m$&U&YNYtl8QOY2!MUxUvdjPw3YgaRQwu(^egxtM)uq1tRBR|w0n
zX(<fCV}HY$S!tvCTNr_enmXSD?>?P%k$Gd=q}8omqgu>6S@+vmE(KM!NgFhr+Q1mf
z=w=ZJ4+G#jF6a82apBaVVuI9i1lx`XV4vbJ<$;s8t&$7y36WCsp)llTDYUBm9utBw
zl;5Kw5FX6e<&YmV#-L&O>BYD@&=y$ZU3)xLm|UzMid2S+b&FjJuPWB}gkTKC`nCv!
zSFw7urQ8l1nNrt-O>RMIf>5op+rv@UdgOAM<G^9oMb@1Bf?O-zzFrC($@+?mm{-(S
z?JRy#!V{o28>)8}A0Ze+t;!6-t3h_zW0Y#0x8s`+DbCKxK%bF}s-3~r7mOoam8Z(D
zvrxs^sMf+fPt7;cJ>P1>Tt^{rL#ei_1_7fQINy5k<j`Tb8fh%oOg))!-1h(*4mK$K
zn&P}X=CYHQU1S0SUUjR&C;~S|6RK6KrdrvXX6F@I3-c_Fq^H}KMwr1N2J=oVhP)Gb
z-qqwkRyY?G!nOJyWe8Dv3G%PW(0H9X^3J6}l-A(TW7rJp(N<+C8N9fx9R!R>nUp-*
zW-GSZ`nu1J+&EnGD-8weNuF$Wv~!~rQgs+wCIq9ChfB3f7=%ZIrF`h`vR6L(4=W3N
zTEp&BU@3%Ax>8xVf7ujipw#>x$W^%yFAw15A-p^sMc<q%6?c9VZytk-)$U(tS)6WR
z&lxL~13*$+<_AzHB_M$2T`SEk4T7(1j}72*-GXuESp>@FMASA+xj?i=R%083uZ*Y|
zE?dJJS?w`22-mpGcdKgwfnPcCFfP}y$$v@DM$qDo&dbP7hc7`{@-j?CbnG-Kcsv`L
z-5Hj7@U<v)fH^Is7uMe2npS-=enJSwu)TjQ0^woW#pPNH-BeW#su#ZXo9pdimVQ-R
zA8rh^^9-pif0*^W_Ao2Bl}JBf&*S@~SAWJCAOvHmkERUbO4*;>{lzn-FG*<+$W`fu
zm)>~kgO`4I8Gx5TcuB#_P`nJs%SgP8#>-f|jK|AFyiCH&WV}qp%XN5}j+dEunT?k;
zxLEB?b1h3UtOZ3`m1F5gbEKJp><t}GQ<jn@&Eux52{&c!AW<Dn8JBJC+o_Q$Yf_hD
zKwH1Qwrw3O$e=pThUuxfl9@O4<62W+CsYA!>eBUw9&I-W0U0*->qQ_u7@txR3^qT}
z4RN55g4!yi9*(m)PT!c|?m~4^)5|`gdN31|+pD?>+9L#GsFjCBAUtU0K@kiCt)yK+
zt<Vh_lKM54?=*Fs5UK!E$A_`i)$y?qjG;O{5P|TZj(0^c4AfD4CDl<jU+TlH*6*4+
z{GvsyKU2pJb9Ht22*DVtLl%MXppHf&7zXNCc_r1cYq4Z<q~6qwtHe)R81xjX1RF?J
z8V)4ggn$f{k|YA*K`99$7zRqozJf||T)f#t$BmbR-A9uansU;FD#QBA&KcGF%Pb)n
zL)A<df$*T3Yeg^&RFiRKRa501u<bRi+$2;FdSs-Bk67L)gkz|dH6jom)Urwh!$2)d
zYpWLaRH)87!+oh#AhmY<ZVz-kYmesUtcRwXCxj})%-K>ybM}}JkfCxO6@l=eoZTWA
z2FjUNTjkWpytr)r0IrV|O&_O(%FirVXl8W__Nfqzp*B7ef$*S>_eC%av@yN5+Nj5_
z66Yw}5X;pvQBzAmYtf0AW93of*H||df-+Q16A=gxsv#m62C6Bot!nC_qtJr2vdOV?
zePjBkO^W2YnXT#ODxsP%6IN<y!g>e+8EU4h2!sdCB#K}dXeR3lYo;sxu2@o!5H8TP
zViBqZYQ=Huebru9Ge-!;P$e@(AUvpKnh1u0N)}&9mB7lS7w;n_nl|i06<~d2v0)!6
z7XmU=$XXEy4+>c=f?=SL6}44J{R}L<_#Eu5O>tZ?H)@L6FH{kxm=%VKd0Ys{P%(Q&
zAUr7M5fKan#muR#V(MjBSth9yu+5r6J`<_{DufQ`U3~&}QV7OS9iNCmcu>cOA{Ykh
zSXEnf)XOs}JUGNV$X%K~g4&4Ayrflz9mHP<$WSA`48r46D)$pGs1a@PcFDe|?gxbQ
zCqk<nE8>rfy0|J?tFuGUd`nTsc7ID=dR9KTl;m0~?KPbyig)Ew3$IQ?QFhQoS!(E*
z>Ml#YC@=MSwezfy+u0rv=wz3FlwlMu*zrPDMzdfb*IJ%08Y7gKp?F8OX;gY?&kbGf
z3&XgIF4a}4nI>1Q7kD^dv{0zNYz$mQ50_Pcol%|;kfGofh(LI76RxA+jOFIxgwbY^
z^75CstfEJzNf9*v`s$<BEkbC90^BG9aU}(4aM0+0NLii2JHA@#T-5{XNg*IZx$P5y
z@Nm?qhK6@(gOJftqfbQ&>lED58>FPFg8N7a$WU<aGYF4^vfhy<-RJTiHo7QO8`Y4p
z&KNkhdT0Dy2+dG77epXDOd)?3!KgZg<bx+yQB58wJbzDKY`ksPgu(K6hj2O5@i~V_
z2sM8rM|szvXlBxIZ&dX$&#U>&QQsKRiLk*8#N#QX-a_bxjjbnx&~?O8_LdE8^soOZ
zo$I)f+r-#OzRKx$I8&%{YQJ1rUj0)D(}aKwr8HFp!o&D@4VUz#&diJ_7+%jIm5P+w
zY49)JB*j)W_{)WW3?*110^z}^T@DFe(n+MdL@MJHY(;AIm+<Wr0x}fr9U>531?$nq
za{Fv#VqIpM+mV_eypI-_%S^kD9o29a>1`2NI`ta3p?ZfoCIn=t*Vh?@&M<qk%P3dP
zWMAr9+xVbSm3N;QN77Cs{UlUz4=e84pHDh3l%1iROTWKV4A=bPTdu21GVR7YDRn-d
z)Us_YCmv0hqq}ZeTUwigNzG~tU)7D?b$TV-1B7ZLiacALs)Db{>Uf=B@_wd+Q1cf#
zpH_q666=swY^GfQZl{mjW=n1yK3^Z@L7u$!RmG_)eB(yRRCTl;E(B!QsfLI^aDi7l
zh{J`dQw*<2&3bVSN_^|LCJ0sG9uDF(uFFaae75J-xEWuMZ-$Mj?8LX?_i9`5t3*`6
z#x%OAp!&LYr4Wo^qgW;a;h|A15y4;$#@&N{b&cAn$9KZMQK>#TJfvx3w@~?6CtYp$
zVB`TIAVYoJD+1v`A9smh80aJC3hINl*et0&La%EId0(gkOd&aj3VBBe$WS52MIbyV
z<P8yw>Ix~ghZN<fr{xvrroo}l!fZGNh%d9t1T~HIQ`TT0DMc8RN=hNW&Evsx9;9R7
zqbL|ORxB7aQ5Ip~tIWUvPFHcF4THwYEPhvlfv>WF2l$a*$PmA)1sURJoFKsO2LTb^
zwLMlURq*}JK*bje0}Q@pa%?y|p9e%dx&#3pn1KLKXh47`10X<;bO_J~8UpmUg#i6K
zAwW+;2+)NM0(6&x0DW^HKz|Sj&<g>AHu%sRLVOT6Hk6rpxI_B_K@NR}N<&LgGWd?Y
zFY(OlS9tjbFK6)bJzmb?<p;d{gqQ!|<pN%Q!^<CVv9gLGi1E2wjDcqoF-FysadY7$
z#brGjM^A2*qD!%M8zFnFZ3U~Q>kjMdy2FaQ?oa}*I~0ZM4rSuHL*cmYP)e@53#D$i
zC^#1rCFr_C3E~|#l?rx**>#6!nO%2ysM&S*u-hF<8F?u63OI;Zs=vh}i7qCdO?2Ji
zAw}06o>p|-;ju;69iCrw-Qht-*Bzc{blt(x#!}ra9&&Us@wB7s4v#&$?(qDh>kbb>
zy6*5qr0WikM!N3sjHK%h4@)MyZt>Wp>kiLPy6*5GCA*{Tw@H&*t_A7YeI}RW&dblK
zbX2ONZZ5o8XPY#V1O?C!w@LT5zsdwHxE!J?z2TQGTBAl2lzu>(p!7G<yKk3zTr-f}
z4PsY3Rz5))48O~j6u82CdMFEEK86$F6_r`5#x^R>qF~$bm)*Cjv4a$A_Q&5LB}l|-
zqStPhZpHBYcIh4rx9*U(`B(wbK9ina7Zgip?38Xn#`im=9T;xhCEXK%W)iw(C&gl-
zgYJ}4k+JDcX%U8gcS##Cy!9?=9Y^X<%kGvUX}`NA3o^FfEiJ?_>>eqTM;Jmw|7aXd
zZ@ovFj|}NvDI3F_d!<|qKfc!)aR8lok~E{U?~~>s<H&td35Nae=Mf*eU&`i)!)gA?
z#x3dDO^to%)ektSBaj+HUwlAX5X|b>)n+Y9gExlTXxP0{XPWh(lz@1fACz(fS%jX&
z1sU+ZX1eP^sVg1$kdz#PBZFFX5K=q3>Sw7n4b3D?>CT6wBustmA*mpMr5=!BP0!Du
zn`9D&QT*uKhb3Q{G@tm=WxJ)}82P!~Qb7=lJTSvL-%^}YL^r)7wbY_daY`uYfyOQ9
z@rNY^Qw?}TD#h^GN2FyK_Ip%X%p;DYX_I{7=tqxAHe^iPBi+Cmqv?*#joZ>+_ecfE
zSg@BX;RJ-LF;{SygVuq=90WMbL4d;?1USq=fWsUFILtwS!yE)S%t3&|90WMbL4d;?
z1USq=fWsUFILtwS!<<Wo?YRt7_ep;A$H$~(EMB{PQWl1%o{*C1S>(L5Pa1}lIZsMS
zoHF!rX(&?GJ?_-+U>Z84NhA$;g14VVPiP>^)uc<gFb2@mdmBg4x1W`|(6R#(2z0;H
zlCy@<*e3&{XwiNt2h)7EUs{ae%zto!9{Y#10PhDJ;F5ppfRvB-2~Tl(ZhuNzh4-;f
z^K`d8&C`V(<W2RagFN1!YFO|LFYCw8aQcL2rD9C~;<KFI^^mlXw~rp#xdrg4Wg9*I
zEJz^lIjJrE{g4!bkpmC&_P^|~l<ChJQ@3pRUK8DWw`8Uu*FYM51U{z&F-ITa*&I9~
zE#@t}N3JzDt=LA7JqwZsRMv#IKPRPO^uL~y7ILu+rQM223%dS!E|%Y)=VHiufmi>-
z7kF`py~yc%U*vr~@+DsV@|UEi18`R3v>Fp%mL^~hJ6@LNVkjNu!1+g|JiI@7RAM@t
z{ZHQF|M^d;4C!NE;qeZ<!uh>lmCAStN79{7`n06)zRJze_}8Q@eoPkKp_B7Ym3mYP
zp*xRC{<O{OQdfkV_`0;H9Zs{LRpQtQ0iSZPX_l*vcE&c^h8{j91<{B%q@I{|^c%br
zzVe2Y%Zo6E#{A(EMX!BRT7nUdy(z87FzuLhGlpl5@wSnFoVSH<j`KE>{+3h{g7Z07
ze!Vci?zGL@(hy8(d7Ibv<lE8&zs-#sNsaK2o?1$p)5E1Cf#$s<`SLPMrXl@&TTuTI
zB$1YV2yfXx_Kq}(x1eF8QirBxWEY|^2GQJiIriRnxxG$#Pr4oRI{BV-8-~l?=k$ON
zIQ;=N9QmPS=Z$Ox;?aq(fMB|wlIGBJA4yH<?2q83vyeRVBc80u$I^DZzvp9V3x)$e
z;o-ZVNO!YrK9zQ2*ye<^h1XyTUAO>haO{M%i4!K#U449;(-kKrJH`w+B~@T}$0=UG
z#M3;dS5HfoNVj~(EAZ!M(*1aU-{*V;>-U9J5rXq&mzalhF`xSy{7>5cOPYw$3;rb?
z#4zbg=?k9!8hZZUQb#)I-_mJLsNjTCeVYc->0e3Taq42)wQti_bpF@UJD9%zH_}fb
zI4^f)*N<m+c$n-@mwn6a*^zH~sjoXD-HXZoI>WPn<~x3G{a$(`0O$2842?O<+rsT<
zr8Sr!?wqt0!-MCfJs9Sl=b`BbX%E-?H3j(v+3<BTy6H!$&z2vc`I~-}W?<aqKT7xW
z!cV0;r!{Rx2mK^%M#g(TNw){!GQyebi9e;Q=$?&Ded$v_ODP!T&!44r7~c3F={Alr
zi!SW%8%+a7kS_G_1$Y5*Ko4k|dw$_2{q!$f(W@`;u>G&Rg0KH7J%TtZe&b={@4Ugh
z{=2jr>C66*9>lQYpVICCT+--@v=SL}F7kqWb&&&B{KW*axigtY-~IzE{2oGr>BqN`
zFu$x76N+GdYc*{?Nz~Rhot_HvYe6UYkQFq9kQhWvCWN)kcL}+ZS8W<SKi01$-7FI(
z>*U6SmF?5U<S-`K(S+Q>BTlD#4+S=-<9!J0OyBx&q)onr^@46qdBT%Ti7NOsTCtO~
zrVsd$I}vHTKe;ymS8UE&Ui9ZFw+E1;Jc|`HrE$|}_zoY*px*|PWt_T-PI}othTarJ
zzCfIUU~&S&{iz`&hE4PeLdgYWC}BK8YB>1{@B2oOuQ<XYdSsD*B<&wbKH!9#sA;WV
zC)za`GP<`JVcPE6oP3YCrWVA9;dW}t@q(ksCx~|@ioAv4;a21`KFL~;X(_hZvMqTu
zr5Ul(uj9#dI`^=@pGzCGtTj>l+6wx{I=^UoLmP6^S=;k{{DBZdP9p65w&Vv4XPC%0
z7><bL*>{QKVYr!9YyTf+C?B7NWi2Sm?9+p1K6DRB3({HvOyEjra-rOu&VtdAPVYd}
zS=3@W_yrKfHyy}Fe3Z<FZG(B%LJsn164YQrClZVW*xreJfZ>vO@)3qpI+HWJ<jd*c
z$6?}^mcUCsxC{A>GfJuSfL|L_;Au=TIElQ+8H?z7s~ka-lgWnxxLkL(fg`EpsxAFU
z6I#{{rjAp)l2Mp$M_0luXG%Bn7~cP^h7WWn2Lo`K?@V6MgEz+Dp5z6dQ6Vk+Q5po0
zz38}J1Sf?1pY276#JMZ!`KL%5I;=5CVo^r)Cd)YoJehlwmh@C_F8tT7cD9|R^z7k)
zR&;n{lE{)=)t4+m)IEIxH2^mooP~L&AGsb&o6?_D@bP(?B_o4Q97wLC@5^8>4zH2J
zY2E-5#j~7ALsA2q(K!Rj4YXAu{3;tjd=X&yK=KrZ(jf9w2<~I3Ie=38ayxr!Vw0w{
z@nA9xqm3C%DmdaS+HEc1{5+W4#R)U$uHwK*`k%pM6#XrQObfv65NCP8++Ia1hJ*08
z4k66&eLRFP!)qBzn8o%R#{2lA!=UT38OJDFPH`ca+yB6#0g}$d{J$Gcp2YB;5#%-u
zQ%3Ue(~(?@rK8CGNRJ;)?hj!oV;D+-r6>yr>?A~LM$Kc$s1V$zan*JxwG1IW=&|F0
zVf5KCWE`RdjwO%t-e*aNuOStsWw0qw5*>V$m}%Q_ge|ac8b^*|>?z~P8yL2mz{8&=
zkYijli|D3QXbS(HNZt&<T_LAbphez<DaKFYr9V4~yuwo`v|uucrXO8H4sgPPEhRy1
z=*QQPRP6c*ba15{xaC!_$S1eRZK7CTw6d)xn0w(91!oqkrVzH)`ECj+4aUtUV8D74
z)EkfLZB5U<1|WA&CEWvXtJRt8^i(njOO|pixsexOC_R7Bw;BEXT9U^JW9Z)PL9OYn
z)5v7n=?xO?W)McuZchfapj)SrZuF{YB*mHJG(<!yTjPdKCz+T@$#lY&S>I3R0-ZjC
z+(3rIvSkJ_l@5opt^nutEQ>7-z8Jw?2J6~$EN5Ge<!r~Xob5N3vu&nwwhUXxR$=Sd
zB5WO7gRNsruyt$&wvH{p*0J^1I=1{;$5vnK*y3v)TYIf5Woxf>Z0WU*t-RK;g;zP-
zT`Xsti{)(6Th8XZ<!s7Z&Nddy*}h^q+g2=RyNcy(Q?Z=wDVDP>#d5ZzSk5*S%h`Tn
zIonPwXS<2zN;hn!<qEc%a;D#MrrvV4kyx&v&dQ7VX2lCDK(!#Y<XL1+81BR>>8NL)
z-29B<94kG$nY7-rQ;MQjZI@aEDW-Of8g*jQQ!?rK*9k26W|Nda9a-VzoY`cgo}A0c
zZ_g$}^yC6g?lp&`>d7`v?zD<DW0@y^Oq%QYV5~83$RvsOP9srzUJ2(Fq><K<yj-|r
zqO5>gDX~y|x@#_prTKSBks+08eOQDt6a6BMj1SVKS#6>N=aR8{(pnQ;yo_|9UGI{7
zaBHPmQzr&J^E!+;bF#ruFy@X=Nw``rhHvNP3br{T%(ajpeT0oX!g>qotta2Y$Xgad
zvebK}2v>gN--P@U=aB?`?5$OENxn}Cbn1<jV;hfgcpmAlPq>|v53O_-4|aR}q83?l
z;O&*La7l+(HR>d@i^qoCqv^_Y5~@eKoAFqIQ4m`mkb>L_a34>bzXEb9I7Qm)(>};~
zkt#2S9(q9X33ki+VIF07hI`6AoXkoTXmu~qKE~5ZL?1d$g7vvR$<y9oC2iFvgF8*i
zQ(BWbk`MKC-$l|I4~zPYiT-LO!_}6;NQYs;Jf95Glb$zGI-iWtlU_2>Z|0LxYH3))
zfAZ2aUk>tNc@|`9t)E4BjYj|tsu6ZR0-H3iXOaLt%$qz`XsKJQwpqkaAL}h13wp7N
zH9w1(^%36X5ujD75nj&H`Wq|F2Q0#tY%)-v>|>q`x<jI#d_p6~(7umJ!On)kkWO>v
zg=}I9=WPu)tCXL)8fa&QbXP^k=oet;bOB*oRFT1I<7ABAP4p>+3{&%Eq>HrMYosIX
z`Zz4W`Yj;-dK@X19=DJP`cKyAn#qB5#uHM68)9QM%6GZML_?pHnrhl-=)SR7l3{vK
z|5z+TS8B>3L9{f7`0AOkwHsdnM&w)zxs9G4s%G<_9MVTmk5K7Mm!<<!Fnyq<9HfuY
zT#d0Kmn7-wQLch_*3(<7bk>FdF@WwoAceWrxos>=%}958GRi%xI5lZfA!$n!TFJqB
z-1aJy$&yKXNh`UzK1L@s2CEB;@p>ycOdlgbjRAFOOWQ=tA$n$#%4Bvb^%)Sw)dj?@
z2;I~eP(Cv~94)))x~HBw=NZY*t;)R_w-aT!=UU5+-PPPzpBUIp!r?<+PTRy9!T>b}
zn3`mLsR!$U2epxX^vt0y*hD>jgi41I!_<uLKe}Z$TIGYugCXY#?li`@*LIu>p_3kY
zqDsHkMmp%}*Qj)++NW*qa-FI&U5Xpj)?IPaT-mjy8{5i$dhD4h^P|_WwAc@K7Lg|U
z7<2Tw&w5@8a?_1P<v#p6q(An&6z9gxP`S`S+tR}(IY1Ab$y&105;H|9EIzESu^??1
zxf_IBJ=l&|cd!DL3F8m1M??{Pj?7IlHZ=-sz)5lL4S12t?68<zqc3EMO5eJeM5}`k
z?%66UVx9ArR2vLJxQ(i{N*19kcFPjdUxi|n)v<K+5;9OvS{qAWFCkaaH;=-!<=7J9
zR1J$?9!tNh0%3>JtOpAP*@aST32}B%7Jp+bU0p&3=<#o1_|EZ<#oDYwRJ<ygoVsF+
zt+Djv9e@pt7Ie>25}^m$7E6yU)g;5>Z;z$P%Sb<ctX;7<3mc**-5pC`T1Ku?2M&Bt
zuRO#>M}wDZ@?rExR8g~zGx#mom)@{kGtex?UNy#{H$ce{Bb2^*3`|X~>>H@&$)Y_T
zOQjWLf}XTrO$oD`zIysoDjf`CFFpMkXHF|ge6w7O&4w>X=7S&0;;_nxUI*LF$DpjK
zZ%O`6d9o<ayCAyhp<i+(?W&4}z3KB6msnzGK`Dt*6EWuNv2<H0nWQHji=~@xBk&;c
zb1*R<Wco(xnQzC^U#};l!eMLMS#E~&UMxLWriq4;K8&T0u7+iP+A884yBPhGSUU3s
z6+bEy9ty$-5{rs8F|ar%8QiFd%);ypw|qWRL04Sw4*D;ZezFSvD^_0TET3V28%tAP
zg8cWaAt7O-hq=Lj&tRtNYkWSIhOHsj>PbJbM%#f7{#0s5pIt+m>Y2ajnQd-xXZ{vT
z=RU{t4yMa*AkMLl73|Mgx@xnNnVse9CbdR!*il%X9U^kFZQA^tC6(i-bcZTaI^v|H
zO^_HD9#THN)5#6Gk%a5Z>leqx!PLFs6imO>_Q;Y3#-UzE(PK9f=OD)DA#q%}3G3YT
z5FSSppLb@J`kB<!4Xs(6rurayW*u>wZ3fvgj+$PCq=U;zTYUke<IsMv_81gdy{W|L
z%m3^bRmvZ$mIog@G<T{RA519i<D7<e)nV9wfCwEmL(3v`ilgUmB1_bwFj7JsU34>9
zuO}tN(NH_NRZr>$33o$*0dlCb`Yd_RI68DaS*4HLI}Q!+NOc5YFCFct6)bff6s&B7
z9HAAAMHm=IOE-||Dhwl~#L*CJIuJQtPao#g{0KRc#*Eaa3oOydIJ##GPZUZ2`rb7F
zGwzr;oU{&AEeSpqQ6}(`(Ulcsu$l{_Pl}_jR%k|?k*37a&YQ>_eXQ%Cjow10&>(m!
z;uH&uJA*OO^l@jaZNW4SrsosS!=QcW7Htq?iRS8K>=`RNM-|3QXEhtJ<tLcvb{VHl
zNEvTFYq|X?gFffbnlEE!$5H=EGEA*BK9o^%)k@E;)CM3%F94iMGFdG(BiWc1ta{R-
zIPBBc=}9GwG|A1jvE<8DWx-RNW^{b2HlJe5QdT9WKpE+JMw&!(s8$I^zab7S78tl+
zz!T)q?@|+|v>A7uYAS#mOy~X~g}ZTYj^oCkaqrlwnF^M4gFfj~e^yDliOCMK{kExZ
zgla?Z8IrQuCBYu}fG9|7&Wyd4HRpc((b1B>q!4F;7<XG7?RJ|cW=7i1$~a4vDI@Jt
zt)poh>7u9K9Y_0bCu8twQwulP`{GnXOh{`t#)EM*>2@-$1s{_c_`^_s*dVjQ2Wc~C
z(j0h#w6iH`M?)Kv=59&%F!9XR=f5wGF1Uka>Pb&BbC#+n9bl!LrzahBmTw0Mq04-U
zHaTV`Is_Wtp^Zt5^c>5441IQoHo;=_7u9~k9?TW^kx;iHAC03Uc9JZ8&abjoI73f*
zLp9q4ElBfLP9usB&Xl*fYGHe^sB#rOHx3?zL!?Aa!7S3darBp6<OUUykv@o{ZJvfE
zIyV}2^uB%0-=t@L3`M?+EYg!s#L>I%B3tyN(;&2iPKZ5slPEp&i#WRe5u(t+_h>^b
z%lF@Lbk;p&nLg?_jFeA9BT0Z$HZ1OUaWv>jz^FLt--OP2$v;$|>RcSXa4&J_Nk7KX
zt@n|YdeVQ?YMSnaeTxnEYvUTj|5YtxaF(`WVDvxY=->xPu^#8IIQrZJq(D!C#qOX7
zwb6+sY+|N+UnTvwJVdV6$82imvViA+O(WCh7w4tBsW8Ay=j<j6Xlfhqs~WglYds7y
zm@(Jt;lj)~x|Qikk!HH`VX|CLYQZus4!im)x6E2Ga)~}>8#Agzp(`HMRvj#BlUdh9
zjupsmO~h=b-S?1%dYlesx@Ql$UQdc=MTJ)Ig1>W5f<bpN(+y8RmhfEB*G=WgX4(xT
zNcR-UT_dw?Huz+>YRFi+?p(mgc9U=~Gaa{&tk7qDwVA%R&%Mp}Gt;cc$r^pEfoA%e
z)`oX3mYq{`mRkxdWuZR)Ff%sEQax#;ncn&&8KX`h=3%ECYlaKk`aZXrbaOt;bZvjL
zNE5(YX+J!m<#vvdCYkBM{ba75G{wy36%3<dKP*Yg{-Ny>ur$|!#9*-i5t>ChWrfc}
zm6^N{TMlS|j6BCoa}SWEY95SaVM55FU0)7}*z$6KbJojv8D?7k6uD6!J(IPIoAe}w
zH6fUAJ+1A(veda|G!d)yQ43gR>+~d>nOdG9BUA~NV&NBS5}dOdreN@xG)yyTEW%PV
z4SZIs86&MQ)0v0J1blGnY;25PrqXBJpv^-VeKn(Js3l>fwX7ulDLzcqCadg~jyJg%
zh&^phJFLy0S)BD|y7(}00y0vCnSOPcq^o%_lEaMCy8i4jtEMsbjzY@wz}a07dg_Qa
zr(n$6%sA)lM~@9Bf%NQ9qU{|r?j2?vO`S7RM%roSYYs>dL_?m}`Zi<UWyV#4bJfX6
z_kymrL%AS+82#XR(o8KhV?F?~dVx%cfK{iqPGpSTj4?$Y_fa!nMKPe<QAFGFV+kHJ
z<050GKEV@=G=V-lnglwn0gL+&-nMy>(#8;N9>us%LkD_^OjM_eE3nxdQYE<eB{EIT
zfzh8c)8;ReY(42kGqt}=7U)SwLBvPNd>Zm@ppVwtSo&8PCr=;w4Kw}iD9P88jx*x`
z>!+hIIce25$hnAO5brQE0nAD{SS|7#Eb<3xk>|XkE#4XZV>3PQidH^GI>C&iP0f;#
zPBVj8q$ho0rU46Jof=~gig3;X+2OUX)tpwortQu!`WZ9dj)#rHc52D+3AA!fjUW0t
zNl@wRn9om6oC<hY-u4dJtme*`zo=laYv{DljQ*QShYcPxK8J3tPxPmmPI^PDK8xR|
z9WNBbAEb{etMr&RiF1dQ#rIL^um#wR?zk43{KOrybMJ`7@M}kRy{Xllkpk63Y*YT^
z4!KP!H^z(^0*@~3O>wj?%7$SG=U4ERu}Gle1Kc(cDlr%(U_5(pI~<PLlz<1k`mi<~
zo}px|$XdaYDT6Wg!A|%nS9><<;%?Nq@Hsz}JU$0=v0u{I?2$HmJmcb)wAY|#V_Mw4
zbaD5%xYr{Wcj#Q)_g!4J0q{zx8+$?r4LS`I<AU9lINQZ#%T-)8ySQa8?n+FHD_0ly
zJ{Om*YjBB&+)^&Ck6dgvg~s)ZD{*{BtypZB#woCid(_2c<0Fp6F7C%JE*qe5kaTe`
zmb%z%JiuYd#cl=)RJF(~IgSY~ZaWv3nJ2X7F79<ME;9#*+_;NWZU!_E*00ejxDuDU
z5^Fu##jS90wSMd3I$T`Vtba1o;I~OMI&LJqP0SdkzD-(_pF7dKw@H`b|AF}SkhC1j
z(vq~ILQ9@42aW_lyH+Y>VEATQ^Q?uIoJxBW_yV1ENhS6Q<u}X&`O5G3>yJ+K<lCfu
z=>@pyRE22|<lV*OG5O}wu2LiXQyRxNYII}e+RAx1R@!}RR!d=eR;A((M0iDlA$GuI
z7Ri)~9}q8UW>B<%c)IZ&(vpP5(+A!m<9zTyoIQe`dIy{vLf$1k{g43g&Ex5~cS(|z
zNteA#CPDD}yJRv1vG1{<_&stB+#P+7On{)p`(zSF3U}<iD}t_ipQHf!`S(dlz#5cF
zI`n6ITWUE1{?c<lAe}>z3c2)S6|`HD>8jb_T2T5COm)8afV7NYsWKszf)}X%EPa$d
zvq?lCi=to@#Y884OeWFW0E3frk(>+1SUx0HPANc20eEMBL~NX5LyFBrPkcl&Ib{)2
z7BMh|Q%aChVxlj9OnUgLhKov{kXS#wfeK8BrwN~slyJr?!`OI%@(!onJ|TVR{!ie!
zKVz;&Cb)MT|AdU;l(k3!?+yS+V2&LT+%}dY9WMaW3t`$*=Gnnu?8vl(&(R4;#QZrJ
zc_WfHf_vNvaDri!Taa>#iI$y)h<{m}#n_DG%_e&2B#=kV1Fr=Zdn=N+GT5tmWws#&
zFHnlUycFP{(Sk?cj?C?9(W|>{FvwjPXBW$<A5V2RQtswO;yxNI;(bWIk4YwhE`LCZ
z3F2~i5a|z^=&n;_EHBf;NWlw~DUp?_x${U*B~P;lW9(6@$DA@)7W<IAkLBElm*q*M
zJP9W+PLn>q>X<{Dd`3F5BR`<o65cfX(3PLVBkA1Fh+jC1_6#P(3zT87#`KL&VyAzs
z@I7E`@P{!LULckV5&XFm;(27^1(+!u0+_zd0fL<gQZZh_XyC08`!DDftsjwE2660v
zBK@Bx`o`y=YnIz<NO=unenE!wQoe~4yg(NHFpC7rTsD|9221l6#&`=(ReeFGaFlnE
z@-EA73`h9@DR=>t(Htcvo0xd?kCFMYiJHEI;w{f6A)I^y$tM_jFsGbG%4s;@^(E;l
z<<UF7BqROsh$RU5)_D5emtbC&gS$PsJ_L^>0d)r#{aBjvHB7L+`!^&@r!ilV8~yOG
z5=6Kso<8yw84lEoP2_QO@YkdZ{LcNFEP&w5MKXi-_=a?Y-<$q|%^k-#jD7eUa+9Rc
zvEPyh{P46B;2esle|`(5N}+?!kdh`ywL1nq*PecMhAaW<%<ssfk_F4wg2sJM$^!6s
z6r?*21*Fe5mRry_&VqXe{gcE&G$_klPPp+b2?hcbs2zRkESU<wL(h>-5U>IrJ4Z65
zMfB?P<PpC`9P!`r^z3=k3#jdXAO#R?`GLIVi%fg(skHNtupYYoM{sdulxW9*_gmB9
zKam*_apzBD83e6=CND^Ei0@~zCuAnaY|@!2ZYEv$3+Y6U{s-V^(u@BgPeE|t7jh#6
zDHq662o7E#cS<&z_AA*PfTz5miqVjm9`=DMCjLeS12gY8a(@$K+8y?9+S9?mL$)@0
z@OSdMG>hK!2RRym2g4v`BBmVdC%14^3~o&;{v`1bf$7QTB8(QZ=z1UdDthxpG8cY>
zvhIce#Ij8)*_<dZCiWiG@+UaXJS)k80sNR5fDY}v`8#=*RKkI_Nb)%N&48kaJO_R=
zt-nR&QSh4yd9*AS!taB!{00O;evs#p#`3k&0@|{Pe3KuZTLWB6XZlbR`5K@?2{%9h
zm^VSd;0k@^f$)2;ue=2UK)Rm3(o`M-zX5KeG@st#CvWk?qi=vz+L`wEhhoj=MSRy^
z?hn6N5l02c6W}+)JRcxm4Zm3trv=J`;P=)*c`XEOgBa$cL2@zNwGWoJNoDj%uzY_=
z8PDM!uFqt8JVcJAw}!}}l9fIfB9HOI^L9{#hdR?gL*yCK5;`qZUK4`H?|{0OCmT&4
z4wVyW%P={{2RZg=`d0_=tDP1G@>@dphsjwGn8M|?O&FV&h0E>fv2Zyb$b%zf8w8I>
z$VCvuN6PCUcq~$$<;#2<el|IdtZqg-H<Kg%kN~;9*O`V!$vx?^X0m@Ei*y0a0C-Ss
zY9@~gXO!QOf)_9^gQygT#cM7{a^^*3;su!S0()el8x_ZrVu1->RI8fHqdBE9Qow17
zWs3e%;KIi;@kIu>OF_21=;0^fam?Hna#Nm%Kl1S6DuCua#bX3v47@;$fxHy`_e<ds
z96J=bcmeKk&ON+eiVEV~2;_nzRbX4W2hGbRVZ5Zxkqq8bzsCak*<7%jtejCu2IncL
zz(AgNYoy@CmG_PVQn-rV7P;UtwL3~4%n{;{0=`m{+5j-RNpW&}B!ia}$f^fL-zZM*
zgk*4yVx>ceC{9j5GWbKW(xEF9FG~`V@d9NTz-wA?P-;x`qn+7w!x-QR1-bWTPEZ`L
zCz8PjijmR%Nfljhq~iquRrNAJ^nr4!t}n&`7bun%y`Nez?<Xd%0m#D(r0=II5JU^)
zMIMYX@KPlQbcW((8;UW8GW--y8G#h=g6b9{_iW{KfMWTLMh;#8tvAmvDn<_E$;KfQ
zT%RCWf1de7q~HajcW2Qf@QfxrGG}PlARBz2n5xk2iQ`N~GI%|KPKI&HG^Bu+6Cn3s
z4o)0?CX(?2@LhRn(6@=FnS)GlZDQc))uf8tf^@t<qG3GIN6+J|f)yzPx!}|U?XL&(
zXX0R)NCtN%Xl6aAf2<tD3!oqwFMy@04}F?=np|XpOA~`aZzi6m0LgfPG~HPK;oOml
z<!?hS_%T7l8^Yr+LJD3W{v2N3<#BQko<|8X!Gr1PIJujzy6$)MU(=d~nB|ZVB!Cg>
zk-!qe(Z~*RBD5+NuMAU`#nMmP$vq>|bF3EFVP}lh$XE^T7iQ2RqpU>=UZ4d15G08v
zw1Y0enB~aC3oyGgX1H}pHfWe}?Z^e6CVM-1cp#%}L<%@ELB9Ps!YxR_iwi#LNuLlN
zeKRt_qX__d()-%WVLZ)NB;y6rj8Kd88k!uI$2R1GLsLu#IhDg~M+*2eE$txp;gnrS
z0e7ZD9l&s~RCgl<yqN+z%0s1mI<cc{^}|!LAi>EA^qG!wFQER|5eA5SI;)es41y0j
z$@8Rzv|qfO=Z7b0A*wZjJ{B)00`*k9Jgzhw&Y?heW#=IHX<K`s8?DM01fV`K$=SH1
zPAaq&nF~tbS!Z6N+w1b#@dbN?5zAin<@xlw&T;~jC1@)Q{0BPACiwkPXBg=h(!>OL
zCIsaP@@yY0yFHvrH^Pz7zY^q@DWSSD6x(na&2w$SZ|v}<TqHtiBXlvXODwqs>`U_t
zX;K%E*Fu`nMIHdbwYSL~=+Q266#TyZHrZSnt4lVoI6EgJJ1;XaBR{=37hc_<msWER
zT)Xj`3-ho{ZFJxUZ@+`8K##D88?fx**A(aFL0L@2dD%s#BC8F~o=b^xYbbY2qMQQ3
z+(ZyxF5Q<X5Awrf)1dQ56X@@W@^D{uYmJUfl6!>U4e%c4oe##vB=Gz&<;%^`n=F_f
zPLe|dS%OEf-GOV|CrM!L7-cU~z!k1bvOJAb9!Cmzy;UU3Q#fTmQo!l$T(UfwQ=UQ!
zxVug4Do+S!IL{yjFCdd4?ge1(Y>gwGj&CgbVT=xbZ+~@_M{|JZk%AXb0Q8NwB=9j{
z$zQ_Ac!9{19a44+dbqdTl)l+bzRH(xE5_nSsA=!+ayxeN8>I6pmrklPdLJ-PEbi+F
z20n3rUM<gTo^HuYQ}VOHLNVSk<biYCs&W}lr}vfz(#jq%Ut+wsk%t#3#55=BKpN6h
zZW72MyoV9MNzT+$ws6XaNC6+Y)4k-G^sAn75GQ|vWN?v_ddZobauO-v5C=(T(l>j-
z_{k7ILo&F-LHaCC`4>{a5e_J6(S`ZBc>Y{1`&Y=qi@tm*&RTzqTyTr~bRgtV(Hp!T
zSq|SL89d@x34z?CRa#LobTk$7JhJfum=<T9Q(B~DXQaW#9rj&@@)Je_k2w(O+%Su6
zflB@b$>1voWGm0^H>7}r-02xyzJuwjedG|%`xANKA2(r~%8Sa*ODia}F3QeF&q0<^
zqd15IZgPM)J2E?u`^Yhlj2v*0J2}g#xlaA$W*pfEdEg*-+TrBg-A@kZJU`@te;kub
zoBmF@1R@z6<GS{D>M{f=;1b6qb)mmgm*GeTkGQY_at23ih7|CETQ$I`-IhoJ*S9~k
zRyA>;9KmBpBM;o)@&?N3oDzc+@OXm~&Eu3<q=1*(8#l@^bVmv-8OsLABYf2zbNc!q
zIo}U&pw;_#p#wKVEw`u0+3@I(Md^ge@d8S$q>~28$uu|x%Ep)p$ONCaRVnfwPDw%v
zxV#M*A|DKAak?P|F95Jj1Gt9Thsv#ajGh<+FA(E)U5ub_rPe{b6umJDxWY-jpm;IE
z<siCYm^{E&-Pot_dF*af9xiwGLkiR+x(ja!Eb83hFqE>W0}%$i<K7(WgaO{b7D?#^
z#c4&^@O2w@$WBSYXy7rIFhX9*6AnWP_{zB_q-{pR?1>?d#0YqSI^@%CBjj}EFc-lA
z#~>Fkz`YK8!j{qS)`1fv<*R+wrw>&9q;wD+GfM6df>fwR=PoSCwQ7<<&>va+Nr(qd
zb<mvJ0MyuUMxBCGyg)8FYLe0PnbGh-kMXZVK3?4T1I9S{GmwuLH~urg4`k_QBOe^^
zu$Mrtqv?RLuzF;yxyS;KJJx{;#)9c*<a8v1uN{cZ#wqiW0v>kIPZdtdMhdvqf%R%b
zOH<_ldS;y5$5(ys;{2*}FFz!JNK(3JF^7OSShNC!0Czh8jiF_!@~BXB3T7-DvcT;Q
zT0cV{L+5TLk%5f22zlUt$9gv8JcgeAs;Lj>l^_os@ibmI_cUe+mm?FL@mOtH!tvmY
z7tVO4$is_Mh*+oVIPZGo;YH*91w5YN4aft>JZ9WVC&?2zc^#6$BM&6Vsy2jq<VEnx
z-Hc4U0G`4OEaWwmqE{YIy#XVDQ=Tg|I^_lN)SHkAK6y;=e@zF$ubd2m&j2}tM;?84
zvOLufZ$RjCRG~vG6grEt6_bN&9tdGB{d$TV8qUbukc<~7lZ7t4PM#5+H{XT_r`2@Z
zF#=w&&@2M|Xet;~mU<U5!B-C(Hig`VM#2!4mJeeBW8aNzaM{bbR$jsr+=mqK)nj8W
zCZMU;!I;2eKZrbV*JGBG@m{?S+B)N*%btQ4C`CS&!a~PQlS6sJJ;(%SJ=WV<!lTpV
z2%c~s^6&x)i+S;Z8Afkz0?rn^luu$5@ZvjvlUfOSY&s0eEZ+mj19v{C!CX3IhTM{q
z4<Z>{`kd7mMPHo(eTyYIggkKQgO-uQDbFDV{P~>a8%Cd+DTnj&y@))#K>4zH`L3P?
z%M%856q$Gd<|57<G+XwePtS4|<W-CT9)6(J0-o6$NC5{w`!cA_o_sl)eibQ4ZwVq@
z{3_YmWAO2#8!{vlenpyw%#la?;bTu|HRWBXWsbZlkUa%`7h%BB@8TSJH>Z4n6!7zd
z!Gi%8(UEiIw&5)H$H>DA6tt3BX3O1iiaM?3g2Mdb0!#O<UAw7ypTLOV{0HMr8(L5(
z7tx0-asmfAjXb;n$SxNMeb6FDh81MYS0TQ@Xy6aHGE=T#{(!uA|3)&n1D;KnH@7TE
zgWUmZCO%o@b^Zpq;28+qT|EAGNCB6?yd?mmxdd|FIpl#y;CQQifS2t@q~Hb0cDt@@
z_GkSgd7A%V4Db(hipRF4CGn-xGvz4G{}uV*A_&Fa!7=|p3SI!yp~F1(PyYa(<}Zu^
zzJkZH<Sjf6F#`oJkY<Z6P1ooBgL#@J7y~>9Clo=wz(vrXlba$LJO`Q7&~q?C^&DjS
z3qUS74uZB>qNa4fZZNxy7mPgc8)UrYFZ#FU<S-<I@8G97^1YlAi4<@h+?Xrh$tf+6
z0-l2`)7SH$qcg--NCwYACpjRr&(*4)+8_%&2tiL3%!81pFd^9ljzC)5`?MXLd*Qk@
zBhzfAe-y}+NAG|X@E_c<P`;m2;*kRGgHT#%G~hnS#n}bPcmZ)%=){SRgb^G)8Kd9@
zqHJ<SX;zT0`V+D$b;nrXP6$%JjYIcB3SJ=HHdi`)uSpn8)>x{mF%DiJ&Ry<tqB%-G
zjDZ)3ai=TBmKXh7@rn(^2;g=Yx>$aMCrLpHULc9CPLVcCo~2uNHRoX%3A_)X_20vR
zMj{2A4{-!_oJ(m!+b#uH{qZI8pn!QYu+Z_ro{Zl<HPQVg@&G@ig4Ot>3$ts^B$EPJ
z><NelE{V&R%F8)r5>mh;5hz8G-3toY_8p5m1v%iD2o`HqIHO#L6udwc7Sq@jayOc~
zTps1C`dH8%%VnD%-a!6eccIZM<PCw0HwP1fOXB)6c|ARQG$4YLEl38pM9WI~VNS_F
z3OFM|qsH1cqle1mS@i5mczw#A-XtJ`y_rGD#8`NNa@>dISW7EP<xq^`hc9x$ZE=>b
zf)T-M5%S&1Gsr~>_$xva)H0Y!*Y_o@f_Rbwi~!z?P^R_t+{*zbp3a73@L+^R52kBO
z*RPTN=&|eNe!itLuoj!$KA;^)hpd+4{g4H+xY&iwxSi>SK|5oKmLe!#pdJfh;t`Fg
z!|_EiFu7ncR$vV9c+6P?`eKwaq?9qrd^!Vs9XWY5l2?NoZ*WFjixlv5#1hl9YhkXR
zv=&OMy0l<vr~BazlrJceuLvO4m~a+hJtoErl&l!n5-sVuwem>%;EgcCu^1H?1N<Ig
zM!1ZpaUcaRkmfpSvBTq=<?CQ-uDZ$K)I5=XwGO7`NP%oyCbGEKV%%#%Wh~-thyq@a
zFofp^GRhrD0nbO6f8=q>PNeK)ac0xt=V6-0BHo4MyTBLuCV751quh%Wyg-riF`L=+
z!{@<(GUfxwM2|<ioQ~)0V13KzyOE9#k9Ikm$9xni;P1#Lm1Q@}BWT_zIB&+IKZZ<j
zcVx3z&U_JGK*6A%Kpyx#x_IdPs3!aeGQszeP0}FYaEiW<5ghetWa5RD{CEXC7{d7i
z9XytF460;rHC7G*+uoCX_LyF?Q69_Qp#yU5#pSw`Lb9dM)>g=X^&A4?1prqgXH{rM
zk;;1!dEhDeYK3eMWU-GT1so+WZjx_gj*_4r#&{JO;3o-;jXdfbNC7v=TzK^jE!!k#
z&^NCR3gNut$OC^#=zl5?{Utf?9pr(#Bp9|__8uPQBgst}JW*W+Zxvl$DgVF9&OAP<
z>iqxC+}SgMgsdbanXoS*1X_?qmWWhwyliT#MHwc^02#88g(V0P*M4hQEXt9hD76-`
zMdjN{L;*n%S47&{+FDWkwso)Ay|v2k^E}VoCqezazQ5lenKS48JZHJ*-gEBFxt}>_
zVsL@Q7t19h%~N;a-ye!5U#GN?PU7F}?+7_X1j<R&3s?J{R<q#KgrS~9<u(cVJrRf}
zgU0%rYaPwvPBUu^e)_e};&Q$zjaOv0-DMRGy@OYI`CsRB2b$i-${%y?JT7JUzs=*C
zUmCnAT}KnR*C0sVWnF~;bGKv7Kku^2@EsGllg;$IFaWl0wX%JjX^*MgvfNS4iFi$Y
zB34)1u#_j2Qxm%EdG3U+d2B1Dh}Y5NZ9ntptyT%XV+Oas`TF;*QhdiW?hFJpgBu(2
zrF{P{Gqut}|G)FNX6jv5Zsk`@(Mopz&y%-Le&6bkDxdnkRqJ1f22Z|+oBcLxQg4c&
zFBmzUGq-HR5ccRcyjWqc4+p>%irA00S=0SDQo1t(%!IqG(LstJ-S&~D<!-Ce?}+K1
zyxSTTqzG*Hk2JIH!L;Oc$MLq49sWVtK@$r+yAP9p6QK`uw^=50J6>-<4x8Jjxvmip
z%<S?Rxj++}w%wX1iOwSlD1A7ICYgt}V*-ucEiytE`{H(Ms<``z&<ETno0C+=oO>~o
z!tOyb(g%#=*_huRug4h2)-YM=1J+8a-q%dYEAEUAHj*SZNgub~(MFpVH#XG8s}gmx
z&ePwZ_Dj;ok~O#7k#s{NlC<!_F%s>ilzXscQj9*>mQAt67Cv(D4d#3Yu(^O^e1|I(
zd$D6rmI&ytV1R(Z3Wf+6u3&_Kas{IVj8X740pk>$k8d5Q*F+*WQAMlqULIhw1Gu77
zofvEOV6Ie<6#wZ8NT3Ig845_B2XL_hlIH=;Oo0wk<}rz?3#s$qViRDQ7p=GiFvkI0
zt$9w2rFk%4q2NaG|E2<x<iX=A1th}*`1Y_4r;JV^*Qg6g@8GgP0V(eQ7Ahdk9YB==
zQriL4DA*=ok%H|4mMG}hAtb4U)O5(CP66rY02&lLB%nzFN$23vtbpWl0Idp0C<m}y
z0qNubR(23!;TUPNK~_6}8+nZrV`&`B-TsHff1P?95pbgd61pMD%?e2225_r_mm+9?
zkpEIb+BSgO6p)?`V7&s8vjJ>WKteWv+ZDVnV6%c#0`63BT7Vgb#p!vyw&Y!~A(L(7
zA|f`#?xEOq)G@Y;d4~hIaqg#BHJN`X=A8~;^DZZrd`Qf@6+A3p50}q5{I`(D)Mc-L
zeF~lsaDV_Q+L8wa9CiQ~dc=t(kBa$O1<wh1QNc_2M*aT;kvL`fin#p30i5NlPAvH=
zG5<!vZw0)e;FN&V3f>m*2Lj8fh(8K=F9kYeto%UjABz2B1!n~OMZsSM{6oP%1$?UD
zKLXAwI1gGW9H@nW7u`#G1o($j|DTU~@sS4A9uj-Hf?fhL74#91qaas6Ujn43OBM(y
zasU@m;>3~>Hg_ZkC>h8kIYhxw0V4=pLs^yy807%Ya<mgmjuG=%1>*!vP%u%zWCa~l
zgj5n)MP*zlV1@&@jEkLE@)9ve6<j7@wt_hVE?01cfNv?dO2B*s9a88uLSp1X629a@
z0o4xRS|prUa*>#86(j}JD`*g~OhL1NHU-NGbU=!zq+MLr5Fq(qa;<=M4&Ykc=){sY
ziTPFq-w|+|f=&S&6>Ji)*#RBNJA@dAB<~WiO~Ks)?p1J~fcpttPxbtvfSnHDdhVha
zNeGh<iFvmJ*!&2^R`T=5qhkLl6C_~!V@@o&SIqkqJR#tKf`bAMD|lMKGYXCgcwWH^
z0y>T>d0EIw1wR+?DuLB>9DkEx`!xq}J%8)OAVTC`{yPPvK}5GdrQmY`Zz*um4};+H
zwh|H?0{mV92@L`MsDOlp0PiXw9U;K`3Ni$IsDLDc@c5Gg5(@&H;qix$jdX$_e^wV#
z2m<_70Vx9k{;q(8fdKzhK$1X!e=8s{Ai#eVkPHyua|InF{sTD=x&>)u68r(U6_C^q
zz@vcVeE>cMB<KSOC?EkJKu7`U^#H;ONTUbPt3$~*gk&fnRUTaWC?Gi=K(+!B;sN9;
zApIRcz5-I-0Td`8;T=Ff2XwI94y4#2kl3+HL;-2*;L%?JY3cw5Dj+o-z+eR=p#vDI
zfV6V}!xfNV4xpn<2`S}3$`z1C4xmB-iQ@pq5MYJZ8UbS+z#ZazCk8bf`%h3nQaEHV
zNx?0t>wmHmQog}ussd8H0aPj=!5hGI1tfI?n4y3)ZU7f6AYmK8Oa&xp1Bi~G`!62~
z3EDtxbs;?)z-$F1X9Ji^fMjgRdH4o!r33irzvaY|SBZJPf@=iC6f7Kp=Rf37O@t(4
z$r^E4>;TTP)`=yPVy;)vAYhq-W&v#qmJ3*=pk2Tk0d)Lpg{)JT8wA{};1&V@rQo{)
z)+^W`;C2Py6L6=3EdsVG_&x#L|L#$;U0il3_<?{26#PiQE(H$>*iE3GTJT{3dmO+m
z_*07AKxX=#CR%*213K9LxD$nJjO|Y-An6zq>{md_F@S>#NH_*?NCD}_0G?JriZOtr
z3P>0RaE#8s)QdD>AkV1_>AnD7Aiz?e7X%!409X8k6N9vi{ZA?&Q5Q1!g#r?B0lcb!
zlw0)t{c9zp+yeNG0@7>&ysm&GTL5n;Ah8y}n+iy)1#nsciL(IyM*)el0RBLrgO82$
zSRn7H3yH4)-cvwYD}WCakje_+BLyU~0{B<~DXRcJQ9v>(fWIh!dW!qs-;|JM3NHUp
zKtd^ie<>h|6u_qnNFfFAnF7*A0i0Dp(kK8IG%<22Nf`xT0dxo{6yjBvVgY^yr2>Kk
zVss_bkA{&+*a3V!^m1aXe1bVc0ZE<!`Y0g96ZOArB_wu&ORfUaHUZ=-AUP920Rff|
zO%hP#0Io%e6N6-l{Yw>83K-yk4v3T3WspNyjD#|VC?Ne2z%T-=&Y2~k%mG|zxf6rF
zi2W-RkhBOHj8Q;ZB7m=#QUBvCNj(HIPF+Yd1TbC!DTM$gDj<yzzy%6OA_Oo+0V#w4
zrV(I`O}&8W4!{qyVV~hdAqC<D7b|EHFjE0Ze~=`qfb>29wgS@l0L)fEnjV0;3P{KU
za5;evt`})|K(165QttqKO96>>0IpU*3LSv?3P_a$a4iAWY|xL(0Tw!d&r+2Wg93-l
z9myIc+a$pv1thjX4oej55Rg<rx*B-YDIi%5K!XC((f~9mAngo5vjDpPk!l8{Rb5CW
z1F&2H31a|ODj+osK)V9c!2n#RfW$8VYZZ|81>kxGq;;YGcY_iVxWMHm1te+#xJ3bJ
zS^&O7pq)km`i(xoZ4Tf@Uhl-9TVeA?1*Bbp|LqRwV6h6wW`{tO!Y+3zASDVsi~<s#
z0Blu2k`sV!3P@!FaE}5KnE>3YfRrTw9Xphes08GG1tcT^ct8OuM*wyzAk7HCE(N3$
z0r;^3_W%aF6_6?f9*?8|`acOmK=!B$X+Qves(^$a0FNoi6wsxB6d&-|ryx(jlL`t1
z98gfipd<N|l8Cq*Rxm)o5e0(<JfmQkfM*qugaZ|MUI7U<0A5r;0u6xU0_gfDZ3f5*
zbr~<<q=HETexYEBfL9e%3i!1G(p4bS-zXqi1;FbBsw{kvj)JcLQx4&4_bn#|(F7-W
zTftlbzgIwd31s<41*DV!c$Wan5#|f{zyVyuM@|d^2^>EXe5@oc2|iIk`UrUZMFFWG
z0RE<cBo6@pP*5-6UkXU!0FO@<khTHfGrs@u6vzr8=i%iU>kzo2ZYRc)1tjn&SR?*E
z1=kA*D7aBTNWm=v!UR}Q@Ld49|MYeU7n<qBSd9R4mI6{B0OTkj?Eyd@0e<~%1Qa-c
zbL{8DpfX_pVg>hf2#F}UPe6YK_X`-PfYb#jbg%-F6#xuXKzagz;R;Aj08plYBm@BE
zBkB5A;Q&a5x{z1^V2pw%1$><VznOnZ!1)f~gPq{S_|-o$n52MS`U6Z>fOr1<{5e$#
zz3hier2=}_4=`Q9NdYqy&|7_YTufkrg^$++T<QR>)@4qN-{ix8mH;~bQ<7kgx||j;
zPXWEcN17`Lth4ZOCB6Y%<p3_@+fFPwU(5>>!~|3+s1~rOL&;(xNd-#<G$?2k(5#?E
zz;XpE1hgwyEnuwzDi0OE!2un~8-?8BkmRibzN_Fi0UH!-6!1L-n+0qku#np4J!!D5
z4&e6L=EU$GoNIB<NP7OH_usrG6zX*!xe(w4KcE=DApWZ)c)$T{-s!~fBAoNvrQqKJ
zeyrd#0lO8@OK%i7=Mg3Jx*KGV0(#L6@KXi!avR_=1@t}}pi4pTfyRH(D(|4z&e(~G
zUg{#Cm#7HnH6H?cy@lX93Fz$;V)RA{L0p365`0^N`4Z4e4Y*t*!72%8vL29T%Mn~J
zL4t-<M9<kMmZy0DY3c?6O}8MRIRgYYNI?ILA{LXNO#=G=0FWM(5zwP8f_4e$Mur&O
zYY?Q0U1C*ml*ScM8Y>V`-$X#&2LW9r2<TKJs58}1Srd96M~t?BrZ(BsS-knIox6Gc
ztY9BB@ylN}6^@<|8&lrYuox@(BwzWGy@ZmT_!7>`9@m}f=P7gC)E=^?1b>-|USl3T
zWL5V5bt+12ys2}<<~_5^D9>Mg2@fn78yoG^<h3uEq5V5-g@doB4A+~V9kwchzt!kR
zhoJ&_BNa`UYo4}Bv&VF2c&ewREcjL`y3*YKv^62S$RlmW(`VGUn>uqhN1F07QPZ4r
zY{qxQDp~N(DD<i4>EjfAyiXse>Ek8(I71(Qp^sPT<2CyDJ$<}RA1CPJ7=8SlK0d<7
zrm9YVP2Hke{*mV4QRc=YR>DJ<_U1zuWp6oZg|S*l`cWumlBVLQRpE-8_)+MOu<g@P
z{GjQTPu#gay2|m3-W`8;W4)xKSbbqW8ArNWOvy9WXslu}_Ze#v)|y!Vj5WbW=c03{
zIqkQG2IR8u#L~<mYakYNC_RRsrY4Mi%o-v~F_f8yX>Ep`$E=)=OOcS)SEIVEk?olg
zP`5)s-3|eDI|NiA1k~*iP`5)s-3|eDI|Nh>1k~*iP`5)s?|KkWuUi8hOGZOgOVg6t
zhLy1uwKZLnp0!?`7#@k95xqM41BhU-TjuYqJkK4;krn2Aw<qF8c(vOzfWozIPYH$h
zx;^C-o^X4H7SLeQnORla5N}=;tB%z*E{<VeZ2a`;CX;D-id{FE3d_^i%Wmc^>^km~
z0mw{sd-6SmP2BA%bludo+wz23Dc^l7Ji|g<r^(TpTkkNX*LnIA&sgcn8^rv!=oZv9
zE!Kb^t|n??Sk#{?jDy(92T^Di=6ed|AeOH5lv3giD?J4iKD5#^lEUAt^o*d;x60Gs
zwbcw;<te1-HxQjbS=qZ>_7g5Dr9RQTIKf*~K{dpt11>x6hAAvNh<Dq}4kVw<K99QX
z=g23cx~-)Zzm06c{?4g=uGs#f+dj{t>~WR0CYsf>rQI`>Dl)v?Q&7O3BP@Fwc?P;y
zKZ1QhyQd%dUDxgz?4zL^%S0WHxwFmwc26$>MFKK@=nA=$t>#R-r*JfTenp*_pIaA3
z1+;y8!3?=uu>P+pQSBTEd-PhGSk)41ZHz6dYmB#|i6pCYT8&W-ZSbB~#NV^)u^W1A
zQ{AfAIXi&0niH!%Ir;1o#?LLA;?2_XlB+qq!c*#MHO1F?22En89&N($UM+1^SjH_?
zL#HxdI8UuzYp?SR89szsH(C;%fwoO=Y)Ul55)Cbh`YQUtDVr{dUIkOOseIU#y)eb*
z(-qm-$MKBO7!zw<)#RjE9Bqa@3r$g@*_FqZG}3R5IMX|$JE**K9LQv*?UW0%ai?cE
zo!D(VJ%cEGdZ+ZhcXoOPQat@ZPd{9+!ygp$T!}V3=ow7bEf0Dk9=fHQmv(yk=Fzv#
zUKeujte(+8Jrh6CZ8q;e=qYkFo4_tlv5$S^C?oPX@YTo1x!(RGPqw5erQPUDEy`^>
zvO#VKc6kPk;M~4=cmluB#?4*n4|xuJk81tW1>U|PZl22MrRecZ7kYF0a@>y2Lvsb`
z*OWDhy4E;1RncT`zYaFnN52QNU-mh7&cU70y8%72+yuMb8+{n0H@3@M&OgkI(a+vf
zy*aukdH}`%hOk&oTuQ)oaVYvSXgVcHpyyVt!jI%rr|@L-b=2|k$=>it&iz#M?{M{}
z_Ha)*{mVX&Mh|~&3-=4I_a~FRS%s9u?&GqH$sDBoyB$iVczKYTG{rlp7du|yvgeUw
zmZ{w9%C_i2xp|5=A|pf0Wmicq@z&}k@{7~0=BX*(zSO9{o#N$@?=$#Qykx334;Rk)
zQ@uQzUo+KPC?nndE_*L!lZK6k8kZ;dnwF!m_qps}lPOI5rnI#rnj7NuvsUEx=u~g6
zB!Amwf6B?Lp}=iT#Fo@78k<V~xy!zg2g=5_)~2>r(&kDlnzK{A{fqeszwNev#6DC+
zYE3k5X)|@2w8s2t-Xc1H_G#Xdah&FlZrjU4BBfc9sB21<mu}fBh;wy`$9N4Hq&+ds
z%fsbIsl39K-l>$QUFj|0fxy1aV?XIZ+TgOb#@57&=D3sT0gru{4Ed(AAT3|+Di2k9
z3;V66&XqMi-qhNLpNlLmkD<rYP#%L`&YZ6F_RVCE9#__ClXjuEFpqJty8EO_PJD{J
z{J!06oZ`)Otv2-+dh>m3mC`XW!?7=4%8b8wxiai|jWNhfov3*8V(f)ORZr!bcFq}O
z-!OFvI&HE=qtpe1MWdUlH+8x<w?j%^)Yx1fZ;i=b%BlP^==4<1x_l-c3F;c#=$8eO
zDRC;DZXG>Y_vvT9K=<kGPS<@}ne{TiobJt#O0a)RZ9A^eZvXD9mRWZ<<!Gq3B~~48
zYQbKlsYKm9mL0r3R`Tf#^RSI)92)jh{=MttOA{BwSQQ>?O{~PDh!muQ5=X6u#uZMr
z&g~7W&Ak_Si{%J<UVNPF+&;-DfbHI!@VtP5oZ~$QM+T{pkH4p5^r~uXNnr5;U681A
z^onNe86VS!Hr!_8=DuUDVvOdi&9yVU)2)tWE_0?iT-bGRhBw>O5xQdbMYAVHE^n+)
zL>d=GT9+guvOh%&zQ<c5D-w|<@#TpKP9R+?k=h3K8CqYvvbJGZq`D3}PepJuheJ#4
zV)AHhj8r8eI5{<uI82cyJRimD2-h~qwS;AeBSV`L=v)nWN=wh}h=4~@i?5Uqi(GL@
zB2wMf+>B0_$~ID)st)S6ii<<{M}AnFrlDGETo$Qn!<r{lZTL4dwnpN0E8?s0HBp^t
zX~A=BdE{HjI^KY6s~ej!rqRLFcSKgywl0ZGqwS+=tL5;^BB;_dK0E<*0CYh_u&hcV
z-cp-rCW6D{EFwdfw6-?2OdLf&DyWmCZOW?~>#>lF)Nv$dH8S2%Gg68fnQG>dHHozP
zRV}Txi)s@!qlVpja;CTI<V@esmb%_Cw>;+SAE0qDx;*+P^XOx~+>1GOCVCdbR_{5D
zO>MF=Pq{2v#6zgdW#`kV-K&Qg516Tebfn8(3adH$q_1C){p(%!N7z2uS1QquUG`^Y
z{$5|1L@l@7$86f`8_xer*x7EoFUE9Jvfo!M4ux*}QuC1}zszkvZSuOD+@5pWZ<xw1
zU*u9Q>rJ<P4GrTNJ?fTPyNT@!EPFB8Gke$*%Ny&K^Q{TD*ILVd(EPZ|H&6<H$g;D{
zYhAv<a!<|i*v&McV>_EJUr|O(eu~dIw|eYCGvRUH07+QnwWpiJ<G!I1o#C|`%$CP}
zLnPYdwKtk$kNe6cdb`(NYd(A2S2B;YTIaX_+y8}1#?ZoT&VA)Ezug>wLspNYi1A^n
zOKZUHWEXS$K3`T^>f~$)*jr8KKHp#|cSpe9ZJylc)cKKs{hE1apKqjCe;cshH$_i4
z);|Yq%glVjH&B|w8?-|~)S=MKdcv2RQQg=^tCn&7!$CX4?0CXC|9ygJnPX2l$6gdf
zQ~do2Us)YHHwEpLluxMpSnwvwjZ3nc4Q==*_go{%d%o%fGykd+ONK4`eEka9<I7hy
zVRL4$uedKe^t^VGja9Vo+O_6CPx?w+*P4F&eWeJd?Dq}#aIyt^eZ%rN*_XP*wdN=L
zef@aRu{Jyc#E-l3yWZLF^L~S#9{%L^7hX;c5Uq*6ONZZ7*Vr0sY_6h}!I*zwNBG%@
z4bCz|+++h>_IJtTt!b;TU*()ym%W+#U53Zck36d_KmY4{ujL<5#L3=s*}dp-DUEY%
z!H__^L!vHkTK-5cnlaNHZ!qZ|f5dfzDfjsMA&7eXh2Lb4-kkW7dAN(j@hfy>z*zEh
zYRTxFBkJMg6ilcMJ?WF<t^r+ddi?G<S2J1~9fC@xUovNUIsRe|I0f=h_j$rUa5y*3
zxF{`RmEpM1%15$>4qLZG?}4?@OnKAQj~{!NF7oqp>!wA1ev*55kw2f#!E=lJ#T34a
za2PkyK$ks=T2@O>oqsltcG**?g&$4&v2jp^xn!}QpN^BMuye7$U?_X8aM|l9o3K;E
z9^=G~E_(;%a;R1c|I=bWKWk?$@t2lz>isVJRZ894N!^UOipFLhq0Hq=`~&3aH`8s;
z<ELN8O_sJm#qL<*A3_y8u*Bb2rWBHHyOn(PxLO<AXpL|#Z@JsvK*nB9Ms)w6wTh5M
zR;|=-Tq?Y}*55yyQ@!T4-=b6&QlZ0|jkW%qzBJ$3eO`L3N@WfpgAr^_bBfV5pSs&g
zenU!brl{7R=V~&gNq^rQPWOezY%;Tx{sMR;5ez#wXPh-zX{q~wQzx>??1sCK-LuWy
zo7}mV^Y<RtQdO)~*M90g7Nk%8v(El`&Oy+%7h6P2Sf%C+$!xAg%cE*@miqIgEV&xp
z$tH8#Qh&)v&O=W|>Jn$DM=58MbDJhj@$piBuH@FooPOJtMY%=l&`q06Wt~5#;M`18
zXP97{IqmURblq3yKl>tG7dyrWCQ*25d|(2FeJ2Dir107afw3~UkGAZq=r%djtQ#N5
zF^^3M<dDNlDaVY7feR=;Yhqv~g<B^EuB7nH#6T(jPwX=(Fvv%9?wvy@eYTl)n>!1$
zn~Ww2x_(k%nD|_*V2F8ZVxX6o-OQfbus=n`#6Uk+%#6AqFphDX8NI<>M%xu;b?v$!
z&^I$g*J8AHG#fo?$E*PNq>t?YckAA>0{!KG{dv))IG8?ICZKK=9>7}4r_Z@EwagNy
zuaB;PJ*f874JbsI?>{|F^cLZ(^I}Vp=2DKQIrHeOK%c@dCZXxL)GANrjah*rFFD{W
zt#^;>8aq3%d@?oW?#=*@T0id$@a)Y$Q}Lqpfgy6(7e_C{VQ<=i7Jdpl74lfu2rG|e
z(JQ0h#zFP2j#n>9l+S9btD8>WQinE%jRmG-Gj=pUVQ;Jt@Z6z)L!jg$Zj;ySG8%-u
zoIaH*&#njK7I8SeO!<mJ)|y8*1oF(9+udod)OXrU(VgT-e-9<wvOZ9l#_9985L3C<
z%7%C5#y}}Mn9L1<9M{^e%Qgo7dDSIctCHwIKB&fqn#N{4|589VXf_Uxmcy7SG-Y%K
zMO-Bn(eq*MYZe&n>VRY3^=_by!e75D*ULZNm4+^QFECIhw%emyks`-Tonz%mlW(J0
zV$=JB0OxSqdy?|U?*#@|P!;S9w>^$VMW0k6)ouk0x!u%IYh3RKay|4G%IrbOu39tg
z{XpLcfzCeX97F0clPyviIN$z$AR<8)Z>w0q=C3;VTJz!iffD$JKL`{{foI=EzpCwu
zeh_GArY3mu+8|H-{Oa1^Fp9etNLaQYm}-h2M*jzg)!#gPkDIT?8x{n4j&aw5AU|dt
zPlcZ>2o8`Z`Dv*Kl4Vsvz8lSq1^FF7G8W`+x;_@<oPHV$@~q{Xu^?aXo`sV0h=swv
z{Dfp5bK5yI8ug+Xg_*O<XMN-H?$c`LS@uY>`ox-Q@)Cy9<c@(}_2FzTJL}4ICu__j
z3xhcxVy4%^U|}v>(^Ey@MkI?pnSU(|4s_L+;&`yo$1YiB+1>6`!UM5j1jbeIV2K!|
zf%4cfEtMBdUdnq$bL!e)Df~Z0W(Dk%new3#!MW|$n2M@k3EbvX1&a_gR0W4i?m6c3
z``mfFFjgDZ^F4jmRdMTwRl%+gt3t!((|OA~7~-~`b}+=}ap}R(Sh<w1jy9l;D$MOi
zLfBg4c!*E;TL(j57xRYbBQTeU`K?wfAb3yo=fG3U=rC5cKl7Yqy78&d`P>`qOqYFu
z%fzvAPWPUCRE^-F&=?9Q9}4jsle$BpQ53)DP>4_U^M^uTr}$a;Nlq@eo#r-~heCx0
ztLdcqXxSV%EIu3>OOD$Qhj`BI&BLKeNifT8FHR+(T?xtQn@@*E$bT-Y-1b3p;%QWi
zcH<-4b5Dn+Q<#1vG@8O`M<jmpkx-f3@)lb5TDpu%_+WEmx(W{W>+3E1CRk0=OK86O
zdMlSQDLNYB`{z|hL$fKq>!=*|8%IMtg7<qS#P`{&pOM;s|CtcK{d(aUKKw1mq!q>;
z3yr7bO~*ofSAF<cXdv#Qzc>~e>S{M@Ucg~2{DHflk6uyJMjyT0<NW--8ZR07#B4ki
z3X8Q;0QQ*7HghuEc|P$oqchzV?qs`}OPSG5lj1&D+<A?t7awq^GU=w7C_nRMB+*r*
zBwddSLclP|h}Mh}fNJ8B!9r0bS}dI=FCT+BeYrQ^&|**?ikp&yp%RpI_W96oNnK+0
z{KTD4*OVXgN?h#`(iGz*C^BoF2^He|$1jA&NG8h;hsbB{i%u{k<gC5aIoO=sjUDRG
z915j7)dR@K63g!5R8#hoBRF&@<QEt08$uWTsAel)%0a_nbtQbi@1@W{DRbkIP=BY!
z+_9+V2pB3|sp5DjQ$UZdmuiK|IxC-+J3^Lwj)x{n&i#VAnh`bqX!dP0d){`H(SD`5
zX7$AMQO-t*{;s1hhu+}}dv~8SzL~w=Cyhr{S5_L2&qK4)c(jdXrSUl3n3cvi`mHIx
zKP!#9=m%M8U!#jKlATt7i*HhPTCt~!PEJKuTHgWmtuu%Ii=o%Fi)qSwc~#G)jyem>
zC#$gtaFr=qonFyhzdvWE{bmp4d;D11Gzxn^E8*N{)3|4U=h?K2h`;=7+J))d)x2&y
zO1DsRat+?7)4D?ZU^Dl*RD$Qy2B3mJc`j{;k7OEn#>_k)?LuoJxvn<FFQgUf{)~uE
zeLiiX_>CjKLES4H;eoU}{Qz_QvuQprgYJUeNzQN*bF8s<##Kh!M|R!&LR#(vRO_zB
zFpsxyHHPVtb4yd08+l+;m`}#MrZ6}5bxmO&bslL7^Z56AD)cW4kC2<?GRt01<4f=6
zFrThCEL6aTW#OUxI?I06vRBj8Q-IEbyeHpkPAm%-_(-LK_Mdam-Otrw!p-4<2u36D
zki}#!3zvH78xG)rdu-Rwn!{7FDDS`CEVV1XMQU~FE#bkV`9W%Rw3AB01Y(@-PtMaH
zQNE-0uq-h<ZV3<akp9s8=jL$4OW(MpGTt1rYrw7H#*5`Y`=V%nWSibn*VbHL&Y$w=
zW*&Jt%+FIVy&UF8fKOhQ8Wo)g^V8|16Vk3RggpF5SJT@&^Z6^`Jh@Tb!T<B;m`xYC
zb4zjOz~kP%(brH~Mvu~Ty3YLJM0j8>Uv1C3>{s|Xm;G?0Sj8ip=UQRTe<fVxBgGG%
z7${di%L+Sl&GGMIL|9=qy%NqAd$Bow#2p#UzULGt|IL1x%WS|3^XV($0uPzZpH74e
zC9^zJxWVe1&xv~XsJlGytT1>MuHYRpyY4#~zI>5P-j+rOn>pjtv8X*ZWR%xTrQ_52
z%Di-Z`tUSvkGcF$(B{Jp*`{z}da<-)L-a<p<C_!Gx!vCypU$s>0~6AV(Z_}W`_@ns
z6qwQ*0{LEE?#R?nNbm1jV>V4lA0$DMsT-dj!1v!xNFVIw1X>J7+swja?kQc@O-!G{
zxAFa}(#J~qgZQQGQ|;;8Uxu}(msj#>+2ykL&}j+dB}5CR^RepTqQ=y9n9U}>5Wiqv
zKy}4})GxXRxE4UpkUk2*hwbSVt_58fmtM?>a7$!G+itz1Weq0XuzF6+nU5j`SBp9P
zGgodGc7!bBj(XYN^wj@aGosaKsC8ZG{0zH&Z#q9#970&ec|H`~hw6r!8}UCD#>lGF
zd~$Su^hIz_b9^zTB+%)?UFiimoZ`*s=dgI2Wlb5FCUvC`_K`Xe!huir`?GQDt21l6
z(AafmM;FdWojHWq#q5&Gk-wi)DibGHj`X4u=sg<d$Y_H`Rv@-@n$jO*^LFe28TMmy
Ky0*5e^8W)c2t(5V

delta 101202
zcmc#+2V4}#_jh-P-ceMf+^N_VQ0$6g?}|0Xh9{iBN|RzqR5US(C<YXCOtZvvdrV@Q
zQPZ34m)`N0UNjn0%r7SX-<#Rn+k-t|#Q68~afW?w<~uX*z3FfFp8ik2)8~7Vl^&Zq
z9w4@8X?%qm{iL+{pw)6#QU1vIqawI<MA#qW@2D*GwdWPhODW7O%(7Qzv;j_1>n39u
zCxCIXY&q#gwsd=Cscg@w%wU{A#({iUnFSg4{K||DMtW*)-qQTc^o+vFjCO!`Z)>ac
zN5$dR%^-ZQbs>bKV`fUbD;|oO*292SRA5iZ%t^B^sa(Usf>|MH_JY*>%)G+P+?-0)
zS8CJ<5WBXC1eEb@+DLyKENpXLK6qREe7Qvhwk9~;URY>fQkasJn`&d3)?`#vgmh{m
zRaCU?v=qYaof05?w^J{WhJWYzl60h^pv#hjL9s0)X>&!#xcebI9@k9rulPFd<iU62
z%VcR%MOs2z2-hXFjhG}iYJ>#^+Vb+U>>2i~yp+sTsM~mTQpMW|T_M#!2@w#s=x%|q
zZ}(OZ&h8#F)RC{TGhabrZr<YD{Ir5fRe^@7jwHd(B-jeji^i`w(mfvF&UeSkH0u!q
zVgDZ8Ak6L21HuP;bdn|=Jl$iYTrsHk7HRjvk9!Xy5lsv1g(-zg^Xw_98TQl#nK|hx
z^RsN}l_eP~Dw-uOsCXu^<-y+*Z<3_gg9`_Ck^KGg?Y6XRdrDSj&Vq{E!Of)@n%suO
zD3zt1>D-Q_EiI2Fo>C>fuu5)De~y>DffI|ISootA9rPk;6$;|X%gQZGnO~HXib^P`
zq|&W&M|$8ExwBjvPHmG(IEQE{mxj^<ZAoLfG?Fe<rDk+xzT^SCtm9IwT-u3BgQZUJ
zIOsRhWaE%f$x4q}iM8VLkZ@X6L_EAJOG$cuW?CgZb6f(fR&>>PsTEYDEj{)dX$yZ?
z=%9GXVyP?*u`jV@gUV8JatrPAa&s3HRF-;hgDbVtW37l4iaD}Mj`J?{NXtwuggT#I
zDMv(>dS&OP6=m5Wc|bv-JuAzW&%_DOt!c~Vq%{;0f%zL(R3-UJ;T30Ahl2q8!Jg+A
zWib&z(nxw>ffN}~S?Xhu$;9JQ^NPJgTU7iqv>B~>mUskKmU`QB3hdeQK<T9|Xv_Yj
zMMd&pYsEdovLsUBJ^X%2sn|7qL6AQrv8SbEW<$p;s4S`IJR;F*%_uC)E9e^+w|Md5
z*u15M8M!&Jx%ugFY4$~NdG@@5id7?GnngMi73St<6~t!R3+H2^idRQ;lJ2eeWyFfe
zjHMY$#)BoL0gjHJlA4>QnPA0TBl{GORT?!KG3djR)<3^wU8iQ~Pj8(2R87~PKKQas
zE!3aREE=Y!I-fqsSMwcD=VQAks0;O{qVP590{!V;+dlP1{ps|CKI*Ju$KwU*a=x0S
zKY4vQO||P!mgsfrIQ?nj=&fq9{&dHY+tu;<(;JyTs52c;zl8h6sf+ZdX(=7m6#Z#o
ztB2JhrC4kIFE{sXtJ-wt{S$6f^Yo`@!>_1w^rs)6e?y(BKV3`<Qq%OO-=F?O&D5X%
z=(JOv<aoN+_00onw*J&N_#1VK(x{jV|6>1jbJck|b3oVE)!F*f(CuB-T>WX(xEIvv
z`qRW$W7PTjQ|^|w>RkOPe^e)RhW@nZ&~9~_{&aJ<rRoHDDrUOBxa{TbYJtvN6>&zL
ztUs-pb5xzEKdp=UNFAd;tv~y!dV~H{_Ef5>>QCjxP1GFyY0HqKMWy~}_B=bx3OT8n
zVCWe=OZ_UwjcMnDR##TpzI0*5j`6KL=Vj*D@|RZF7LAcs8VSepZuBc>Hi>DoU0CUf
z73Enzz(ylQ_G}~jbXG5^26mn?Ma!Jgk{O~>t}d)doZLt5mQZnia^H%_C-<*d1pm)X
z#=_8+v9Jjht0s4;STLoHlw7f4%4}(7#m`elR1{C0D3=artn8_wjeDeYjm^tRuPkRa
zh}i}+-neN26=BmR_!Mbii9n5^k6$1y<Wl|bP+E3@ctdS$73Zc+^+D4_gc^-9YlBZY
zGhRqvu_JeEO+l<O3gTG$<ccfjz0HK-3lptVKlH)`DO<Y3Na;F2vPo-=lw;{qTE(WD
zTWdO{$MU5GQkEe_#j*56ddge!k<txR+BHWSR8e%^kq=T$u1Nm7sS9|;hSD_JGfr|O
zqP8Vcj&!>L22$KWs}@N<bkZo7WK(cj@}=+H>7=f*OS9zC>NZi)=6td%<gxS=kSBI{
zlxK^Dkrg}Fg;IHrWC44?zHX+L3eP!uEq9ETrbvs7wLF$Spkn{8p=QR8!-W~3vFa!s
zoNhcl@|ISXnkmzz`8$?Mv!SXm^q3;o(3Y7+L4F*oux8Z_U@k}pM=s#emMf(ghvq@P
zb9`_RGi{DhKUxKGh%-woRo9WJsk$^741;MLyDW~Crm!aM^py%-^^{l<d@iKokw0{0
z0&+Hh;*e_!YU~VXuVy;N5!y6!_1=~RCE);$iOtO18~8Y+n}V4(uZAdHV8PS@5oZN6
zL{k&=2NNu3QwL<J*zu1;{aObO13a8b%<x?LHidyB6)XuS8bqqr&v3>u!>G~Es?Q$)
ziSrXeTF)6Omq<sINg+@>oUhD~%`73fNqJGJcV<p%R#BQgty0|ydDVyL>J3sGPxki%
zbl(OkN*YU#Z;+DYu7n0{lsd{i3GKI0YAtssbnZs!#&+FEqeeyZ*vd;yfWJGes$5>#
zUhN5gW-M2GK{UHk?MrCYMp!~a=HLpcojnQ2>Uao>=GoLi5M!1hJnb+Zjo{HJ9*tp9
zkva}yRVxygceNIIZ-o?Ij1_^28`scQzILuuS@E-g(U9VCs;;egC^pERL%UZ>O?f5Y
zi7%#I>!CKV9=MXNqaO5)N-2U@B4ilfcvzhq4=#=+4Xg$(p=+%MJ^GatMn7##TKL{p
z=`a#{<SVHuBhKg5xV?eZz_ojA)u6eXr37OI;JG`u$I1p4jT?npi=IHGMEcKG$s79t
zJPhFF-rvA-aT!-@xgg`-SR};pnwa-Du*_L?m3iM;X%v<jaF;Z=nDw_88dxN5u4-#0
z^f%xBIk{GLcr>8WX=AWSfsu&S;q3<20k?E@)FE+7QDJU=rY)<lb=Z=^e4BN?otC#E
zotfeZjz)A@E0Uz?;iCpt2zQmWRfv90<l(3XhzF=#2;VlaOx(NHRwgK7Fg+F~_oOHN
z<uFe+06Pf*8N3$1HLw=AXRf^#^jK%ohbG@Ad2_Mjqb7F6qhVt|ZqaKioUU&r_e8Nn
z9IKTX(!etDAfVPVljG!pSSG~1v@$IXEEA6#YAy5JHff-7G==9R-rc)2uxQ**)>brF
zS-@ahL1wB|J4(}gJfG;QF}cz8Yhb1Dgr$y3#SEtJ_9t*mxx-<1r~8w3nm$G~uzcJ&
z*H%7Fnk+}54L}^Gm3c!0%fyqTTFdmAD#u`%kKQjurL$qy-oPU9c&fG{VGKPwnONx9
zoemk}qt@Pn1{RK+<Jt<RpY4?T@=>i5J+o74L3=$QHRe<Kss@&gXK%HZed+-?lrAln
z*%AUCn)7nY8dxsw{A(?D+=EhU-mjYCS^6yJVY=&L_Pz#I1WydyRm2<j5zy`1(vZib
zNZMkJ+?cDuN$}HbU{?dHfyWE(s=;<M(!)|~`sqWk4+6u7hk;xV&or=HJeH`n+^UDA
zuJrOcu77yw#>;)Jf#u?nN3G@VUoZE-rb66Blks~EEE7*tYAtinqY|4#A$H86UpBBz
zJe8@dOe^j3nA8*-3k9=>K&{0W8dy3W-qc$9j@?k;igm=FdhC)SunJDf_+3(yOg6e+
zX<#+*xTm&iKo^Ur8}<_`&Dtb~^Dd?lI_{Q2xy1!|Hf#lj$40eP0$V;plRyj&+#^Nu
zaw8g8E}lTuT5j1MzFC6Uv03WSz%ubvtJX48_VO|zc9hwxfo0;kSFL42Pqxwt`y^PW
zvu@2E0yIk>*1*#7_NCU+k8hO+W5J30rG8wolN(qh9?aER<Y)V(L@W~GcEz*cc7J}Z
z>)d5)U=8rJueKUMziN@pZbGeecZ%G^xNhE&B3t>oIk$nez{ABlY7voNl+!4sU@2T6
zXE#b&oDVnr_IztLEq+`IL<yBWF16%JS>C|P;Av%Tm7!aX$goo)w9i2)f)}~2fkomG
zXsty)a}e(4p~z1UN-em^?`l|)MWw!3xjE_V+@XLSe&VIH+8x#^{8$tZI@!gaif4}O
zj!(r?KQ*-&6XMAmyMb2m@Qd9(t9Ta0Zk|;<9bz|iDxTS>?BE5DQrKm)iU%6(qFKe0
z1a`@+;{KjpFsr!7W|zw<Zg|<nvWnYKcB!nw=CHUCyUkN^vj(@x5a14pT_mfxS7DdP
zD()cI9h`~_dv<xO;wqcnBdNINWtYY(u0q)*l8Vbfc3G_AN{rpssJJ#__bw`~R@g0z
zT8xVbb~&u#)Xpx3Rh(woMTd$r9lM=Sak^ob!75Gw>>feIVVT_+s5n@%lYSKkE_Q&g
z;&{SN>s9R6>?mHvzQyi)RWxikOCJXz8XP+~SD77@lEU0ngBrVn3`_my6=h|C=L&cj
z6;@VMnx1jP0r|kEq-H+)$u~`TO6uNAe`E*Y49zFsKHr`Xx5##PSa4qc=2KG3M9i!X
z#DLBGhoP$VKeDFM`%()yzCZJd)TEdloIi(6Wk^p8Az{_Ev-hWTh{qX(x*H-hd9+s#
z7&yhy2IqCaAp^&S@w__*Tlfb~wlfEwzSe?5TYiDQ;b$jI)tS7Vp8_CCtZn@+85|;e
z>jgM3=Y?qPc8cyJ4YGcSrlNblJ`lxbS0DQ!CvVw148ujpE~30j83*YyrpKR=yo__y
z(PyNv1ZF*ryspL$4?HJD&;id%KGlu!@A`<tOd3vO{GSK}j=j1;|GN^U@y|(-INLzn
zq&wGK%+*RSrn=x-3LzO9?G#+J2*mXi+zZc3k)v79cA8{vQDI(Dp>}^aQl#dvN#}zh
z8ey@9Q=@AS6M{6A=iquk6su;&{O=kfOk(;7NvFRc1&yjUYG&p*MVnQRMmXEx5G@Rv
zt*cvTrVx^;MCXe@;5>7kx;9AEUmq+p<8s+_G{$lFU5&?kez{0fxXCgH$5LNgPHIMO
zevU00JTd)S7w~zoOJ<i`$Gq&EpVkW%Vi1>eP+04PC>Fb#zvf09U|2T5s%XVAskw1Z
zg6D8PCq3b;b3Ll;u-UJVN$soK>;WMpQvvQ3fw;al8=%{4c4k2;8tpjUVWYGflUwbF
zB8|}p+Jcv)R@Ei@o)D6$Wd9=qQLAL_;*KY~^wk$%{MH4*%U4~TSDZa$kI0(EIIdwe
z94<HRmfvh)ILd5cu3pW`kh$;h?Z{N93O9@pZ{cMirT55T)y*PM2*=bc{6rw!n1#0p
zhKW9yKT@sw(9|&)r{0F`hA8?raebuf`sgpz05$~D{m)4uw2I24x>EWGftf0$rwD`_
zr6h=8m?(vLX<aX+#8yg?Tqz56rKAfrfGg#}*Q6SqBuxm%R3A1G2siqeBZ6U~59X~_
zAAJmQ=_Kv1Zq$0UQi|pZ!RGK$YokyLP$8X6J4l%jj;TUQ8HC#-6!l3M=u5reJgP9?
zZl`a*CHcBaMPLRi^~|%ukrQm5QV)f{EnSiNJOhQR&tY&FgCiIm!{8+hUculs4Bo)t
zEewuhaMGJjJRz+Lcn==54b(1g`o#%p1wTxE1nF1f)#;pExmfC&T$ynh=T<n(bWW}%
z4XFl9uFRdWK6dIf)86RmdR3FF?gTl^;I-CBU9a2hWueyaK_vT)nuExnLO7;2`@0B)
zn?dBF2!_cZ!kj$oqa4@na+QM!dW^a%<{n)!?R-S6onBZjn-3;2LO7<1X~`hm4koVW
zv3Pjdz!gYvpxgydwjge!ooo#kY6VK8Gp%YSx2eAN7$SsYDvcx&2sh_iiCm(_bL@tT
zZO403_y~6P;y;<cz-b+U?~L-vNfoI!;S%ifz7$ejg6TpyrV>mOfw-O$ENdZmN5g}-
zvu1dAiqusTTUB?tb9J$;6T&eS+ZqvwEaTwjoV@-G!vmkWkSNlGCjIE}nZrj-evgY(
zT9e<=AK}G@YS&8pgm6sdw_60l&HVE3$gk9YFnhJraQkF9?sMVs&iuYeQ#7esKB?K6
z-x0zwmFg)Gh+3s8yew;^I#+glj;afSmv3C!8CQ1EB26*&FYVZby{1v?;$gJevB^~~
z9`tuU_%`HGs1P@fAYY-C172Uy#I~~eX5C*1%+x}B7=+v9gX={jymqdy9<EL>cpu?-
z6{)BIJ{-`u+I4O<CKp<))=rV@T$EZUz4W=%xcX?-so_#<U%S+<`J(IZFQoRy^KW?W
zz|X%Y2sMUp5tw9dtEzbfK2`|K)SgC(K)4xkhI8p&(*+n9Uds{iSr+*8h!uUn^0VQ~
zEc9$R38BxQaZHULhm#m>YAg_G2S5Gh7B}|4QrqelmnQ^fD%Wfgh+5@Z*D%b+PS;V`
zIg)e3uM48~k-UvaQ>u^Td_dr%mfLD*<=1}Q>e-NLz)=Bv|IU0unFuEW?yUFf#!Y;Q
zuQ#7d4(W5r(?Tuaeg7n_c@Y1k5RR#NKF%QAP9xWRKs4EfejwBeT^b?ui)M0-9{a8k
zn5jrki$J*9NS)wfb!SUgckERAR`f5CYHI@@7*z<(`%Vh2KJZ-<0y7okZz2%6#^J)b
zvHCZ}2os8BEVXr)Ewt==$=i$V?K#EDr)G<v_)?EaGV%wh#@R@u5SXbX!$lz6Y*GIm
zN!GGO9U@X`qd6Y=QEFD*9Fv5=Oof;z0^w#J=0bEkd+`a_Z1Qr>!+gB03!?UUc%Mkm
zGIlI&N5y=S%_l%@{=1etDtxn?Pk^uJ6W}rtWf0mjK#r?!5=(_3Oif}DgQ(}+hbn3K
z9?D}X?wwq>P8y9bknVBUtT1eXTKy{<D4I^R{AbCpx_q{{12V-imCq&-`QT?jbopG>
z{00Ma96hxKK049YLLz8YyzI?iW-?H<MgH?bjpIV<d_n3_T}aOe;g|~PDG>-atA&GH
z(ARdgQ2vY5-?;UJ=R`igRf$xY^}bHD(?uz<y7WF1!ZDTJ$087JMrAI&x`tFX4!YYN
zaZ9fYqV`dFW9>@3y6pq>i3sgvrNBxbv69CA#w$m9pOr*weInRjXw||7j#a-&Evsua
zKnTZFtG*24Y6jM;9XJAq<YwpDQVXrQ^HgxQbRA%;Gx<o{RcmK`&!(8bF8p5e-Hh0V
z3#^j}gquO6Js0}59YoIkA+h&}A?~8t*;J9bYNN-2OHyogJDVhgV`^s;L?GOZ9$aj7
zb^TgL4{q*tLDXmTs0*XkYVhTZTL`Uuv*oFC!&M+M9<$mwd`h^FBm3x&`O>l&mM_BZ
z;AksW_8lK{*m|GXbcE_U7bvy9xx~Ks!#)7S7p_&1l@A&_MJ!I+)qFFk=E===AskcV
zzmGxGbCAVvwK*GqHBK*ZA6eF#^rZ2BI}Tm(Q5zFp6lxAX!U3^_(9?fQeX0)(M})vk
zW%IlUgq!j787|*zJDysuNUe;EGI(yy7iHgwRM}}+A#^)HR2SiwLSUvMtP+86Gq(O4
zB7_xDQ^#EsxX2aQt?*6kO+U+?n@+K>Y;5{ij^q;c4G>xou^T&Plv5-*vbsdQguqNC
zN<<*8r%@Kma-`8H;W>(nFjl0>Mx*>6KvWlDCm}FX5w;hBsMRRlPLpg>bG|HPsD|?p
zhY!7VLDW9s-!0O=SfyNNTJ|NmTBpQod5D9brQ>tqIejin7f}W`4r!d}+s$c0NCuTS
zUxBhQh<eV3*T9=D*;DR@PE8PZ)F#2(g<8QTL6FDao^rqHJ>^y*BvW~;6oGIv*evHV
zy|y!8OK&+I1qX3^O>mEi)Kxd6H@)Q=ONWPrkW2;lfC$8O7F<)>-B%7Z4%Hw<Mr_Q-
z>k}fCH%hV%?bM!x7T0*g_AMbmQ-Qu-e~4n&^BL#1gj-@=11=xBUEbbuj@f*Gs2!rN
z7k%f{zbURQ(Y7({OPsZg*~#uc&2V)KcH?I~`QUw7AH2N+g%?LsvgzPWgpf>4L}C!v
zZ}2v`gl;R;3O;xz)055Qp4A8M)<Q_8^010PxEX_@xJ<9@;C-MC|NPI6ZgK=4aYl<&
zRU2`VX-cr%sk+=o2qBruZKw#u^^}{53v`Z1U3I}FMaVUd;TH%YnF=mL1j5Y?^S@zm
zwK_p>6sfc>!F@l%=ftYHL6-?3nM$x!1j5bEgiEmYDXNa02_H%8f~b9G@=pV2IrgRJ
zT4uRMjmBO(hh4A`{j<@0j`PKjP_fV6yd|O&%|OPR&T+2`A(<M;D-7cQb&mT%s1<yU
z8*e(teJg}yDvz&3Al!`AXShuN?Kv(mNPMj{-gJ)h6GAeTo3{wW^^}{*9M?^xu6hSF
zo8#hykW2;FSp>q(9QSV+T&;85G?7Z{5;U9RCJP~%N-$Xj;(D6i3mxT=c%}exQsSne
zjo|k%;UAv_ZW5`qE<xH!o>+aAuviGmRDy*f5Z6<Jr#th7J;W`vQ<<$Ib=3tor%TP1
z{XIfRrh?ld0^w$P#XE0ZYol5Z5%?rt7ewvLs~1HkK2{sogJ1Sr7PT&~uI0fm{xAk#
zS2fqyRUe2bgIfkY`nQ|!mb@zjW@;R#8N~nV(&~4iR`3f@5J{-%>(m#8z)VGQUIfC;
zKy#Lh_1|7ywFnkoU7<CF(!5}~MfEYdnGl$%=$eQ?Tu;%NEU*TM)YaJ&!R$<4rtT*M
zW-7bhA`ouYSpSCE)w;%-CsJvn5Y67GP7wk#72+%ri0f&9#$}e{&P$}OM%g{mNlvQX
zd2ba0GnL&+5s2$4JCg<0V<L4m$}YD{&4KS>Auv<fJs<+%W{t%=Z(R$dTGv>7Hm?h!
z_BGZCk?GH5jm3Vu>$<J6@Q1+o8mq0o#`;o38DJb2+<f(_N(jf)E<R%r|F6p{IYexY
za6vNvP|cNwOXIQ#gqsoOPcG4adu7%3Dx_w%sA?^QV`@WI5s2$4HIqfvXpy?It_Q|u
zvYr|tgkvhUp&}4&)>Hq6vDLbs$`PrwCO@;K)B+(KQ~70xKwM9=JJ3sxGWv1Ab2PtD
z-6&FJO?t7tYkJ$23E`MZuT%uW&4Qo~>$~c=Vp<P}U-)qRlw^T5cRszjkKBaL?!$j-
zExnJdeP`n-kw$3p{JD=@<15n#g>X#ext~E?zlrp6Upc~PWbmxH#(p5w7+hU+ri=T@
z5!F}h?+W3V3gxs2gqtpUf(!QA&Zpb^yGjq9HR=5&Qf1AgA`)v#?~)LXsq}smfpF7B
zx%BE<aM!wK=ayX;MD1&KK2p?$QEN5$O4TidR(|boz<eySzBAc6u%F;H-#R4M@~+BN
zz4%7)=X_m1b=h6tK_rEWt(ozIRg2cvd{re;2*=b)`-(ugvC>{57$$mQzm{dL7gx2g
zpG|G(yE5*6>li;ap$^t{w7{fMEucF1GBrds-u50;TJuHt3=<6Z5T^REi$J*1&pZ(f
z6aBECYOardhB?3B3o^Re1q8)kd1gQQ%y-_&x=uC=HH2RH-p$UtLI}rHFXarPo(qP-
zAXMFKuTCuV?xAvfyhw%Es-5sXDbx%UM`t>882mb7H6N?Tg>X#8u}?%CXr{V2u4;6J
zH;w$^mlsp!v9CzB@8J4Uu`7$;HNS6YV=Me+8GP-|eP86l+CN;b@j2Lc3_x|`m<sEZ
z2!xw;)p0KHYrC$>8$eus5(b|&Tl=3#o#6wV%+^NA&8yqmA3`{$;`>zu!p+Y6-w+?{
zye$JsTbeye_9i$IvPVsR(T#<sd?vpuqiXJTB7|^E<=0#U!p)Sz<>z)e$NQGqYR>8P
z&xee<Ab9z%F8j`x4|dny3$AXcg~26kY5{)Kun0b9`1%+*z_?R;Zj8gfdc24nwJy<P
zY|Z<DF+w<|Djmrn>Ny)-gIBDA#>tK^Z{sk`fBzPSVLsO83N=U{YCVf}oEk5?WC=l<
z$|$o=2z(9R%x0bTHlNG+nvS|)ZWb;?`d|`iQSBolNu-rFf>hL5e`EDgs<Cv`1i8j9
zN0kfVn2K_}2!xvvgp0DS?#~AjH}4H`tFH^9K_kf3u1*3b6lTB=LED$uvgvopvj0f-
zDLVr-FUzj=mX}0?sSP6;6XhD;1w1N*W2)D~A`ou$%7^5-lv1l+`P#ZJh}!kKUSyHL
zYUAq4m50CJT<f0a8vY_!(quV`?{((rd!5T7x`2}`JR?}Wrsf&JpF%jMX7RfSgd4NC
zD1u?4k2!Vf;~M@Vn9o!>hU+6s*GIc1LJK&ij|n?!>LW%7$5bCJMIhYhBU%K*L?2V@
ztB-4RCUA5zvCy$QC2y{mn{>TQ5^4y4b7HFLn<Nv2kW4i*mO;23H?H|7d*i0d5!$cM
zCKt`i%1pK9<`rh<<`igi%R-?hIfMg0?Ay3FkKuK3;MG`><p@EWN^3za5XCi**bErX
z6<G$C__bb<S?TF1q$RDo(Xo{~Ifb;=7Gj%fsdmj;JA^uChTOgSW_Y6zlA-<1k1Ldk
zK)4wT{v{a(CFf@@vK88Oo4k#d&y>BiU!tzg<XeYlM4H2AJ!vYvJhSExA3Y_6WGdT(
zA`rF8wyw2It;-=ksMH0)%Xha?9wpKgli@zCw&9))Yoi;Py*YSQ>u37ePN^>+=hx`t
z{4YW+V7+eh#+uXb&q6S!X7Q5<!~&x*ox|4m4C7jV(0)gXY%!iyz_a$<>?ZJy+WP;L
zphJ2g)H1i`adC(cmZ=B>8ALtjNwn;S9~V!uFD%N;w`ao-Hx^VoE_Pw@aj1u(jrBP$
z#^oNETS#$fK<j*CNj2upZU*G5JU@<e4}nJ*)vu-u8gLq5XRd*3J#W%qACfJ2O>yBN
z{cWWi-B;J7woco-^WmEJ^3#N{3@vxgn3F{y+>GjVNbjo89YY5fWoD(pkEs+C<`<>H
zN{;Ta%YNh7;Xw_azRFuJ(jq=-qOH>S`8ChyZxX^X74TvPQP0kO4Gtr_rt=r%Al6@y
z6KaLi<W2xY^+nn}LRh8}*&+hr#^g3}sk-a1S8a0Pqrli~Sy}MYJ-Ip7`T4o@i(PUk
zcHy^n$&L>gzbMiGgN5bomZPi7^N0|ZsXU+OvZ(cVMqiC2HFWl%IeX-0#%UFvn{$uA
zFNNCTw6h=8nmw;d2+LG1pNT-Yv9pgwFpP^E=gkgRPs0|h+}!KJVCB26d7ahZ<B(ej
z-u^lc{OcI#uWES<2maphnM^t|M-F7as>>d;;Y8T6ZMQVNy4Bj@19D*X?iMM8WolO8
zA`ouO>R%G1AN$b;Yff$<2#<Y!eH7g7v-#46#aDGhL>gik#u5+K^aDr|!ZMX>q6mZ=
zKY)Kju5`dcxrKIPF*G-|2-nPPdeBal(nacR5aU}5<r+U6m?nf}Dn^?K#Pt;8_yYZw
zbf|riJu5d4CD~V#;yRIP8>IMAK}};^BZOrt#oI(6-0W)WFvhD}qtNUna`WN5OAjA3
zF>X{rL6N<{A;o<n)iy}++;ehp^`UaN5SFPFA7v13*S_j*__=m{WirUPGO7Rf*GoO&
z<H}%2m1^3dSC`5Iq^9pfsp^Lqe2l@T7<}H8PCOwM#J5+g@bOCs?4`c>w#BJ7c0^pM
z{s1J$r5997{TzbQ85<^!-f+c}1}u~Pi>rV##*dGkuVLzWwyXP2Jcr=IaXTUN$=q-O
z51U!7e%1G_^~ca5oa+L9_)rfB+)TS%Jv*yW$NA0Gt_wm(<)me%+6%0<oHT18-Mm~5
z)HZ)E4BI^CS|PNVh+dpa(8v`vm!LsHSf(AoUj)L<T7e6<9tx_iAJj4YiezSOhn2=N
zH@5oHkCv`-cslif)QpxE%i7J<X8pu+pol2=&_tulYaUtl7s4^sN*@Msy@sXCLq}K2
z-^j&jP^vl~gA5E*46-oD!5|NVd<+UPScJh63~s_;83rpbSc$<c7_7$Nb_~{Fuoi<-
z4DQ6B90Gf(ceZUwnmw;DqjC&wvs#`R%zRyU>EqihZG5X*4NGM<zIpJ$X)0uI;P}R+
zTz|VY8{c|1q#9uRlj>{xFrf}?;IS$l_n_38pVL2}Tm3Ua4PfJuG|BWn_9-DGQ@cMX
z0^w#f+Ao4peM1Zy$*!+P*cwM4jjnbIX-h*MlOk!0HF9IFn#Xn3d?nNpdb+sg8x3cK
zAWU`gxd?<CoqQsKVWN{M_0`E>Tz581CscY^YE3_V$kA1f>iP(3E;8ist}?~6tN05c
znX1J{1j3D4JVh`})H3gSs-@~-sVlv_&M|MF(ACmcs1-~t^wUi>=j~oXIHpSJE&}03
zDP2V{Oq4SFdMaiAdbtN5wm#MMVHauu*T?FqHT5x12**?(DIySV^f5~W!$cps*Ha&Z
z9+k9j%>AJ2qg<!~^vq278PqB&lj_^;^+GtN`dBLh;YJ^Kh+vrLWBPU0hn04DOlrzI
z$t7JW&k41H&n44M=aQ#|kWAI`qzHr?wLC6@VWO7#*HbM!c1u>eVjc0P9=oInt{YF-
zjPk9;H$qL}1K5e~a6xO<YrYf$GgVKO2!tE;d?tcnqMo_+RnN6q701&J`-zoiZIZ*e
zcADtg2?-Zoh0!4|)SO-dg>Xz2<0k^)Mls$Z7$%CDQD4Pei={F2n-N?et#p0#7is_>
z$!3_2WPOB?Of}L|1j3C*5=1aeG&1daYNTwB)SGK0Ue`#vPy@I|rkQFaO$f<UBQ_BT
zHyW8Ef?=YO3D;92DSI6n8K7%qqfi65MkbhQq)Z6OR3oJ#5N<S5B7$L}k%H@~5!j?y
z>4be!81E=!b+sH8Y6Z1<)I4B$RtUmWABRLB-00&85eyT3OunA_IKEXL%vCW%SH*Wi
z4d6XwvS|<bS_sKhBmWhFaHEkgL@-P=GVyw9<g@)!BG*WUu93zqgx6WpL{p6f3n7_m
zBtQhhjYfP$FibQuroI}vCf8Kx8}9l&qD8uD1_-r;ca|}xs_7?$WU89p48rYQmFqiH
zsG5cy&%&Lzzl#Gn^CEIM5xKJXc5b$zjrH{nFGgjT`r2|*Gjj8DY}xk8IvvGl7>c<{
zNAVkUh~h?#gfN^p-BY+a-1(i>^O^#FSiz~LzRW!we!alOO?;JJ+4|JgVT3CluKA-D
zD}<0tjqqj>2sh(H9g@4c>t?W`8jj%gauR<~q(%HTS{g&G^J{*B<bEL}Q}J$N5cTZi
z|Bj3Jt3s`CnA;2Ka>wfDm@f$-nabm+2!tDRJIrP3uA^SHxz)=-{0ET+=+-rNw;Wqt
zn%@c`nM(63E{Xqt_i(=m@g>g~`iWYz&v^?WnM%b&1j3Dt$s!olmppv-<jSebNrIQ}
z&ijg+dR-W-d{+pk6Br+X+(KyO8=TQ}N3v@@HM-7>FuvE}96mxw2abVj&w-k6Vhj~R
zGBv6}A`otjs*ZWGo-2$RVs!EUuG2Mqfk;F20j$eGxn=bMEJFy%RH}9n2sa+h|AtiS
zattpMskbh~=N8JXs|&GI2+354B_a^lQ;4;@g&!2Dwl2dr3ThhSejy}N8SW8*xSles
z)hGM|ky`5_{QS9^uR6aggk&nh(;^VHj*xCAD?ZVg%~j6%j_<1Lf~bAk?QykBGtDpe
zhB^;CuHiS8?2k+B`4QA={hT8>QhYsjgXuX(fDn?YVfczbxG@Yb5sd2VG4M@P>(t0K
z{HoHHBXTRQk&U`W`Uy3FEoNxn|GN3T!rnq)rb_7{0^vp}-9#`<l#+8jmGaC%sU=s+
zc3mm+g&M$>()%qbtokILDuiRIkGUccZuBu*1f!-tib{hDb5m1tin3GSrJMXrc+n7#
z(#C?8#`vfi7)fe6M#Yj^$RAUAl+UAu7<sA-Fe2)W7<s6(F!EBfFlwaQIdL3DL`~*T
z_-pNu1b<Z&BK+YiC=fql4+Y{k(;>o7a|02-RyRf}R`DxoK*f)90Stb$WlSJ@9Ri5x
z84eM;BSVB9un?igB}C}s2NAlKL4+Pn5TOSRMChpj5&8u{gqP6};SDH6c<lxe-u6Hg
zg?9`P<5}kze-(#&c)~FTq8#e~vOJ_1B{Lhu_Y8XEKZn6#431!M41<?2cm;#kFn9xl
zw=g)4!AS`0tYHXZ{@xR&z*j&pMfFz@=7Qt!zxoaWjeP~aT7j)AgW|EZ<*b>`Cv30t
z2^;QwLJ2sZP!!H5l!@~Rh2wleDLJ3sDt389!8w^ILFW@n5TDRg%GoPq&L@1A%=v^b
zl{ue2cX>i7BM+rs4sU$GX|wYY-~Dht;Y%RSCwv>k`Gl{9IG^zS5a$!VDB^s=H%6RK
z`09xB3Em+oHaz0nBu*y2R^oiZ_e-2l_@asP3EwzzKH;k;&L?~a#rcFUqd1@Nt&}+D
zBfg*Fe8Lx1oKN`13VWi3ugQ~}F9GS5dQM)NJuf$_vZ7L(d6NkJ;x&1MT;)yMzb-%2
z<`o#t)SDrx`YQZoNY<#)c=b&njaT1_q!(Y86DA#JPbXN2ueyv^Pr~0N>M01})v5om
z2v!03!I<Th8LP%LD$3XlV;lZe>Q#NPgB%%$mb@W%lH^|_>4R^|cVV3Lmi(aSuYgoK
zj_$B{G^YQ&C9md$nRI}+e@pu4+ww+CnRr~@hVkde<p=$6yoCPQUOgX4?>r$VBctks
zya?mzC*?aa{_do_h9mW-woH#Oy6%)b7a3<y$qO-_ds<HC2?o=kPd!@DZ-Ib}<p0Q-
z7(e$PIUD1S?>G`B(hKj%VRZL9@;qb&zbh}rc-^}^;s4&1GdbcgYAaWw=<V;xDkls_
zLUS7UJ}-OK`?3vle)Ybb?a$iZy(ljYzIH~>zc0tr^&iM_K{y#`jRg6`(22bisN09K
zH~skoITmwUK9ut?-teKk0^^X6<h%feHXzMD-&T}WNEdoRsYf>|&FJBe<l&CyO2MQV
zwSFwCn5*<-xftVsPvo01Ui*o>m?s=dH@xrBlD7X;E=0!GPvzS<W7OtQ5=}>Z#vAjj
z7I*nvUZ{=GD$ZS?a-6#$!nq3~oVy^xxeFqkyCA~33nHAmAi}u|BAmM*!nq3~oVy^x
zxeFqkyCA~33nHAmoKkATr8M^o*_RIaLXHh$(&#n>URo{6hi`Jzt{=)4I`>Q2pPsk?
ze{J8a`1)ilA72Q=5414uzj7SXd}vseJQUl!=f83+r);c}halyHDsCNv&&aFr`IR$r
z2F8$gnU>=wj5~ZO-^`^olrCK08BSmNQqDp~*RSNo7(e!vT!69VYk2|2rC)RT`+Otk
z;`2@4aPgk~h8L9gEzkG;w>;mR@3{4S^c_z(_In;5`JPv>;}87#z8~bGKyG8{_QI5c
z%$w|V$JfxT@juFOSWxkg@<KnBAR#k5FE^jsK9FO$kPe>%Az4QgZ-bC#{v>C6Ysm}f
zs`un}hP2DJDc(W4K*4UiW){$ezsOywdRFd?rENLOtL1l2Ud)X(A={pvQdFST3W{XL
zefFH3g6YTq%+nwHS-u0GN1x~7I&_|ksr>~xljHO#%*?i@*|X@GD(FL?-*`yB`4`^P
zQh$*PxH@Ljyh6{eG~l9qyC1H290SSLi}H9Z;M_$%P9*=z_4UH9at_jCf8z??{TuH$
z&3~6yBK_{)c{=YuIRExP<dwXn5%i0fLGf)a$wgYfp%-5CjG)h5k{A1M%Pg>KeYEOV
zIh<zw$?8nE{wXht!DSd2IL@sQ@g)gchB?i>Bbs{@J^!~HK<E8W?vB;j@;~04!~f!g
z(we{IO-Q#~me*sv_p-bW<9>g0vwGogZbp6n;pX-DKl0KbT;@58>4C*`qghwv!I*RZ
z71q#AvC4Ql##`yV>97(E^i3y~$B=!qq?BUpBP(}ee3z`;i*YYSxtrVJu#w3_QquD?
z)2I}nEDFTGDs`Kosf4GOJb1j#gX4AaRLT+Oh$pAd_ENUu^WR>|W^MqZ5LeBeM>lj<
z5;l7&A#|*_(w|y=6hBPZ#YcGn<9B?N?HCvNDw{D5@KbhU{G6Zi5U=2H1j<3AuBl2K
zL)z!B4E1F?W3{Jc?UZhekrbc|;mRBfxoBKlr7zG&(!fBaF`~8(R4OrkCQ!MXTfrn+
z6{LjGoFJtP8CQaojeMM9#TMokrDou`J&=A8tPJ(TrMAOFV?&fJ9Aj3+szHtE7a@u^
zede*}`$CoDoWGjdN<BN!yBaHBa6&l^`O&`z{h+tfneKl|X-t!wDNX24jTK)S9L5#3
zJxuw9CtgCUI{AP=F3HU{D@xPq8FoIS<Thmrv$HLL(^C3zOUZi<hS2{sQ-)#t!kcpe
z>}#$(gwHpGE6;O%O$6&tflf<Ldn$1hGBu|A!l6Q0EtCnE@^A}fZxC)SoCWk^1#CX7
zc+dk8${?<hq*NP-?DQG%tJ~jNX|~y-5ZWtJ8H5-&MJikP;5IEK1qX*!(aL7}_F*XI
zaFpW3H3zJ8S{$uxq1G3Cd}(g9;)QvaL@WC-?r2dS!T4P*USU=C;&W_E<=!CN^*HO-
zTNA*GiYE<er3~gp4^GX^Nz0}2AMzT)n9)jMlgSsY97ZvV?g;k{-}Jo_OY>e-0_e#O
zP{Yq!D>Ja5J~7;4KhfglZMZ1gv{m-<<-=4~LOxwpr1Uia#J5u>BfxF#cwcGLUfIp7
zG&$S0z@9=AW0Yjtxq~thQx$hmb_e11ty+5$HphXy^E)bod0~TLrD7X3flsF89bsAW
zS4ZBSq)xnI-*r;9AmS~ZmFYg4!W&7A@E<+@sxrnflf-sWHgki!k<N()JFDu#yY`A$
z-cw`Zl>2#t>GVQ|Z!`L?Cz$WbPOzM58?Q{m5>~|X&fB@GaulD>byYSxFi+g+%P?2a
z770o;a{DH5;Hm^JkCokd?${p6BRp3MwN>~=(n~#*`!U14J(Y+2a4V~cgpTXQbDr&`
zyv}nhrvpFqji9@4RMKeQK8iN!ucGIE^0m;9`zT)`&XK;#=MW#-)=!CME8rvjl}pHY
zCQ<nc<81?!?=UVI$m4<}<vhn<OAoxGw4>#Nl(U$ic(8H~;zPMZ6i<e<cqm7hJxuu&
z6Z9Ld{0HNp5z2r0aJC@bR#Z@sY0IG-hA4L0dzx}1UHO-vx36K;JvmbO%F&(;qm>r)
zol#1aP8frP(GJ35I_P8XFnVH)@(~vF=vd_kj5m$r6}fplk8KlJQx1(uhMID#%UDpD
z-Y0=qW8<ev3bjsBym%=~sWcf(VApi0;Ukk2wnS<<S^0&VTqYc#%(Lh7od3*#1_bXQ
zUItq_J4N{rEAiS?<ztL@PE&ruc*70KWsJ+FEB}M|(7GEHnTf4zhVniyc@bT;&$lrO
z*iL^=0_gs;ln6gOxNs;vc)8M(o_ZKw(0O2%G7{m=&Eh?>e75p97xE2@=5@=1HD)1g
znXV+zld}QsyE#fAroJ>sdEO6?KpcQaQnWd2uJSUkL_Yn{0z>}XRHX;K$EM_AT?6Lv
zx;`9|sz^N9DtaMJvC>{?%6}0!!mfPB88^{E`$#yYjbQ*up0Dh|{8#2f{vbSaadzmw
ze1NhpP`v5r423On%QKX6J`hf~rKQoWs&WHenW;?U$TO+5GoT4QpXum}GwHEg1H$MY
zRoQ`cNM4{k8-yo1H3|vNhC(K1@j~v(Qp!2tENboV)szm)=3VUjY~|@7JPLB==c7DL
zS_s3=w>f+u@0hEs#^Uzp@*!q=9`DNk<UtQ*6Z6P|tfKsEy5o1b1<lJ>I?-PjD#I~L
z|9s^sUi27h%TvZt-yq=T74R{kyg<1dQ*|!nDm_uiNBbp3$|D?jGzZ2hAL|rGdw1sf
zL+IW`ihmFuU^y#4giAPSu@XuH7As>Bd*)*035-LQD6eAt(Gul#jCU?oPGDSc6OV`7
zteoOCT|~PcBT=;HGUcQn9*k-D6ijg~=D2q`ukC;p%9}igN-sPX7(qJ}E6;Gk0=oZo
zPuPeQD-*HLccLp-Dg#3Ccn#K*c)aGoJhf6`JHh^|l;S`<a03Qxtzq@v0owu_-CLAE
zdU2J~%@0qP9ogb<QRZM(%5PEb;3W>BJ5C3N(QdaYIh-(>?syxvn)^-$deHAyE0gKs
z|0xkPezl|152w*D1~x}lJiTqTGRTq3b{ujgzsYkIVIe8EDQt88`fUo^H6`Azuub|S
zw=1{F@51)$4#kS`#5<Jc#dx|}!VXtU*x70cJ6SDZ2Wlm3Z@PwUP1mrU=^C~%UBmXJ
zYuL7Q4cnEjVVlx5Y)`s|ZAsU#9qAgjAzj1vqifi9bPd~$u3?+e5_L{7D<0SHC2aX#
z!dCAkZ1G;gj!;Y332F&jJ(aNY(-L-kTEb3GOW5IQ2|GJ2VMnJW?BukB9h{c1bJG%b
zY+9nCZIrMx(-NlB5;!r1gP{@?HC0l?k7Zt34hjX~tXQMW3BfaG^%vBxXLfE{QI?%v
zH~>06RicE`{vO1eu76Vw3RL%58#QXrWT^fgNf)k##o3G!Wl(^D{-;KNu0$DOq+izP
zt=1}ojr1#wo@yk?QS{7O<pv|kBZ`*>sIl~aUL@Se^wyY1)+v!qcvbK)NcE3`U_Vru
zo_-iCEa|lDNrOw3rcDiLf*?()M{1U>pn#q^2u*gRYC?k_@d(t4VQ`^QbbYBZ#z+c_
zqOU%zw8czb^wcT2i9<vzL-Qyaa*xs;xy@V{5m9v2dZnKcDOzj8r|XqoMtaLA+Hxz$
z@TBAKR9tElqh(6k0L_c^Bf-X;?N}kPbj3Tezf0*IwOm1EN;hMME>U#iy^f-?-<88$
za>X0VI$ox@l$Btt<%IX-0GF&iwX82Z3d1Cm?+JfmF&5oNOR>G&RVw{8`d{Tr8)N!`
z&dPK$(g$nx*uFt&Vx$j?qQ^EU-8AFCLo{`iZX7Llg7oq}l$$#$&G=)Z=*W%AFb#!~
zCPdM@H!1^-q)Acqn~lnFBWY?B?NgzQG?J!k)qQ<42%zc{Ih4)~CIQA2Gqn_;6D>t#
zrQ&ByF-J?0vWur^;Zj?h#)aO<^83;;A*7Wtf0~v83@i*=>q8$4(Yq0AUb>cI!X{;a
zF{i4TG0QYNlmr=>*&1_uC~0n_=V@RgHY?Up-rw+4PF>B#PM2=hjgQgqh@webV8h1_
z+RkrQ{53GfTpL9<Y=POp!6bBcj;EI~#d<LIOVANlQeE*ZXL%IeL3L#?QiWEt{&&Ng
zDQ^oLO;u{+8e?x}6&Y#-zl#;`Lb^AKE_oixJBo*j>%Npj9ok?R+q5Ev-KF#~0^P6C
znGRXj!*?km#uN`~DbC%c#2V?3I4j-JNZ+N=ncXnNb6;1h%w8?Yhj%NTjad&c%_SL0
zPcUh9qviJ~O^x(J8icdnr@obgU7Gx?mINwpp;;qzBVqD5%tjU$0Ul+gccXqIiDO7(
zNng_FkACkQL>S{$*0p<X{!u2b3VTD#ajqKD+ggpjzE6oWHs&M)>Te|dM}xR`t3JN6
zGT&oEC=B2~Rg>w58a52PFrxh=`_atN#L-<@)=!*S{pfNy05z8Pxt9IGZAx1s{ft%*
z-|epT_)1Ifl>eP$h>P8Ps};vg;PWxW#|Zm_mi^RrCB{fU8%3oZii-uD*OFfT6B@?A
zR_;(7lPzo5MJ)w%9}5i{=i2JuH73}ah2A($ALCfgKbhdW(VY7gUt={c8xhY{L%gCf
zVFut8YFr4vxZu)b<!HV(V5YZxysPPXXv~pkA%F5kxxb6mdTZQoVG7VD2llIA{?U$=
z!?tZOIlwt=kZyD=K~OZE@POhlB1Q_0rduA+M@~ixi>8qe!7efSH&}VBOxCr+n9ZYU
zj|W{LBBH7FS*7jfKjmQh%uik+&G^8{l1D?8U~y(I%*ainr|(uGF;x>djvO`AAq|$U
zB`ec0Z!uDg4%>|WJ&`zs&v@;kY3!S<$Y%7)LrP;!F^tzSnpz%KCK*XxqUnl<^*NfQ
zijT%MkYi29ND0w2>=C7>Htw_U$MxkBr8{;h(X{*@Igs|7rLR|5ibPEptWT}HEC<og
z9#I^FJWG)jO)os6*N2gYXqjN)5Jn+W8;5!sceuudg-2hl6^uSA8fS&}m?4-ZKBli_
z7;|hiUj`vFJS(>_B^%a;_#JJo43=hs1`HjtDYhourPxUZ1R9V+9CI1VI@OsqUK0==
ztgAOV1>`U*MxPZ;f7qo=)T+-&Dbcj*RXD>wFDd@Ce78R1G3LBzdSJIQ&Y0dFP5t&L
z<Bg<@X!_4SIFR1EM{%q}SndT-yW<Y%;Jx}Z%$PY0XJlh`Hm`|;F&1iQZ|`+QE7a(*
z`&{XZSsh2x@_mYju~s)l(`~;vO5g9Pcsj(&N?Fd(rW!M>jHYw<E7OdmTba?eg(K=#
z)bD^k(lCVE4ZH{+#m5D{B$}=|pxkK0DvhS6jydWR_qgI%`7p3D1K3}_)xb7J)8scC
zIk);L`o@4|-4soIQOd~&m1tvmTMX@Qf>#Z?)v;{%aQRcq6N;xX+g44?aJ!(d^jU@-
z(RA6*P|m3*lrUq42aH<o`=qOuAC9KE7aUc;=Sh7?V2F>g;ewl982rdXVUcSU_ZV70
z=RT$PUzT~lRvox%2-8N}DQNmn=%ekapOmi7iv@kiWvLED)1*Vn60IGK^lUVJ<&d)8
zNID!%Q=V4tGLnu$#*d&ujvEeG{x(%29J*&fFGbUh&nT;mxn5<1<_N8x>@#w2>h;|A
z1k@AnCiE(@1jnQ4iDz{aVx&{ibPk#jB<`TWGx|H42>`tb-POWrK8*W*G`;d7&((y^
zeqLV<Fy=?mxb_^P4Ib=UYM*I?$MNU&>73E4qG^l6`iRL$Uq;iVhm|>6T^Q*bFxD58
zDR|G}Si>;-_l%xmO!|{%9M%_L;5&K5$Fa^}>3`OkbB`#F-5sO<!djCES1^7wxTT`+
zD;e`QX1s7A_W}%N1CQzh1!G={#)W@dyupcV;uwMPaz(wYwRqoAed=NKD*$&?nXJ{B
zk>Iu(RA4ufJS^C;9VZMdl{X_zq!X4CN9SU6KMU`xZ~+6?a}mCd7Bgm`1@+_*CL@I~
z(nOlq&e<6mqY3yJ>_?rxs5EJuXM@klYC|aFHnZ>n1Gs_o>Gq1gp<vt=7Cz!L?oTf(
zp~l8U8M97(MendIr`5tG2sbiOjkN;tHb;%IK(OCRL4XN(dlI0VGGn*1pegsG$+1wM
zQ=Jt3@P~0bTIkAGbtyAa7gohtTE!SC-h%6gw)A{wB_=E_Ge0GFfuqfgpJ1Wu-c&~8
zHIIHi!Wca*I26P97^^gHR*+-ME6B)&Z<F&0n5F1rq03)arfUl%M(Pg@(icd}*TPW_
zmP=FOm8Ooq&e9EJ;+k!&=wJ(d_6;T7NE&9rby2dBG?G<!o{==hS<yiHMuHOPQqp+P
z_*?qy#0sCt3Li}a-qzK`=u<3w&}HI2(nHZVSB!gug>HIV$uO2YgPG+FBWbn;=k6)Z
zxtQ3;%4}T8aOhW9xrz>4s&t_%dn>VyTCy~07CQWda+`+4Na?VJ`xfMH9So;!y)XG$
zjZ77)dQw?rBxPIZFDK!`-B5BK2<tls#FbO}9)jT)Sm>u8D=IBJtxu_pzQ{s%omOr(
z;w)vPTzX}LzKmi?ms#kn{{lqPAAXLhjnRuObi_MKg%RQw3;p&TWrdM+o3nv&G<m2J
z?IMviTJ<_#^mEMk411l0mc6GG8G-J!(2)0)JR@m?h2HtTK2NcXm6pwyu;-6bdg{H5
zF{oA&T)g=-o?n!c>M(M~z1u?fe5fp-+eX2a$@&j<i($<B81r^x$=fYB(XBL+c3SB1
zkCbIb(nGAwqLAJ_T?%`Yk(U}%?q;%A>Cunj?)=mz`q0eE-=~Q%?>-Vo@4V>e81WhN
zap)JHDhrKZPr|tPsd9^v^farlO7s5qa~wCY+|OC)XJ<gSaGU4YHZ%GQFzWmPa$LES
z#5c(-D9FumX~8irW#Cqm^2-)_&lk#aW6`f!Xqzfmqkq#v4^=6vjj4`XXvFspBaV2G
zI2LQHHm6uE^Ns1>VMbYOB)xB;6MqK?yeMqys4n|b-N%l;Ne8|Ns|iRDp=D(3&n$G?
zmx^QZWuz(#_4`VhYfSYeo7)(CINh4!9Hv=@Z`d&1A1@HY^y!m*jqL|*^q=sxj>qU{
zE%f=Xm7BC880kC{LIzFx7Eb$<#`*i{Cd}9uE%d{0lsk+$erKk!)=2u3nNojxG!=)S
zy~Mw9hCM6KArA(0nT;5?8gpG?MXxcE&{^VpWw^F1!)r{{6HfT~G5?-@AV|2y4AHB|
z68Ko@%pdf2GLpZQKK3KHDvf)bI82YxgEaabKk6r7j2_D9X<AJfDU8*mKgA18U9%Ig
zLgB6zf&}_(&iIj5`sz=L1B{U@aD97LaomD1QY$Mi^ZK(3PhEL<C91aN_!L%q3CMP8
zgt0qV`P98~A#M-P>5B!%>}=&zD`Wm~PCtEQ%s4Aw>i{##F(NWXH!E%=9Gg%^>S4vn
z8wRxkxYE2&3Ur*eGiGlq-$nvcpV=9spOX>lvX5lk0am`>VwiiM)z3>9bC4CM$eEf7
z7-=XYji+7YK*uhY(MMQudBW-z;<D6Y+|gFtWlqr6&y!K2<GDmPUsR@R_>4T!O6?bw
zOe1NEm40$jSzsjH0P_A-nNO_;eLQu;WBF$=PL470Y%3l0o04lJ&9&lG)}L;_2+NhK
zWzNZnVWe7d02!^-7H{^{bWQ(ze%CkkjILU#_aA!Q7%3Yh@rP2N6~{<<R+x+mjg$hg
ziAzdftqAr?-4d+`IIaO#!j+)n%a@b@e?Gyp6gSf|6|i-IGsQ4=73^4CviHA=wd^T>
zDxEY~yn0k`)#zZkQJe1okES2rB26_^mf&`d3dfJVy?9|cG<H2)LI(b&w8o3#NMq_!
zo*EB-7+U;aFj4MX4d*%9T9ILv@l=2?(3p86Cujeqv^SDBaWWhxa?HRJ#9yz<-aDZx
z6YkSkDJO`RG3z~;wFA^7(xv>ZNN!wQr0#^)<E86vl)@eeO8v&M%hqA=63|lc&)2S2
z@g6o~dB$>Fv{kAnG4+@>c=4*=YC5^mEp=`oN*J%ToZP8SZZSK9#p@R*+q;#XnVs9=
zv8R(e(8*;dS9pZy<j!|;+2$V4ubkY^oLsiSej>Wq$iC!cvn?&|teu&ITI<zfyFlFC
zI=MZa++1ui?gX9OOedEuopGDPxW!DEPdnLc62}FyGxH5Gdcpb>?c}OXE}O7$4s~+Z
zJGpFnz*))3eIN$fuW6Bu?l?y{*$17O3$RT%!aKR&IJs;{z|qRd^#Ie*koD2Q$!+f7
z4r|X`0aWbSPPWCtZqHxbEOz0xa&ooqOJ`qEBG9GcrYlNojJI7;BIVU>=;13$=V7-&
z`qH43EZa>>QwsBKIR)?&pmwlp^%iJUsaLu^$DVJ?sx0+@pB}O=sbm@{!7`AquEoFB
zwb>L)+Su=azuT*>yi$MOTdeMLS3tHqDsQixcSmKZXMx?8p9;I|yMPE^imC~@=@<#?
z<XVP$w*kQ~Z)q3shR9@<RkydHl0?QzW9fK_j0-|{5<q>Br7vwuS4pHfovRQZZ#Wjq
zhf}e!^c{&zgyd~xG8v+!JUT9uN$_M<$asiy6_(_fLT-eo2tt<nIbAVeKPUNz(=VPU
zzVt;xtUkzsGT&@Ne<UQ+pQZdA1`Bk?nCn5(IOR{IfE&gs52A*$G?$Tr0f=Qby+Ftq
zn!HwN!kJf)i2*PdaHh8xX~mf`Ue{s(%oNT%dRz_*;65N8$OYF7C}|?|%HS37Mlv{M
zSiDJsmo{e68@)+OAAEoYeAb2*`;bm_uQ!bTECIS<s6l|_O~!>XN+?n=fRYE(Q+}ik
zCU4R#HYFt!9MV!!D*132hUvf$0{{nctma4o-;1|>NFv9IKnezc70<Dfd`SRjMk5mg
zU=GxoezeS&gmA!?m;xLz=J-RM(FcQ*V~`9k7#Dm=KMvInDHu4)X-kXWk^KUAO*<kN
zoG+I7k-;3H3sS)Cf(ZjXF0_>KNC$@tK<-4**McWcKr*;mKt1~K0(&9_11L}v61rA!
zW*=l?0L&r0VZdbX8+it5((8|Dz{?^zfb`&n3`7d}S8NC%{WxVXQoyr<HUE(h<N&Rf
z!;lW16;XktkC!(2(Aj~coew^Mn!Vf7*dWq7BF&zfn`Y0iWDZyASj>h2R4a+D3L@Pi
zwFI#|*3wPDbl`FU5QF>~{3N7+$HmP-WE7`NMG81voC+eNLs^>XNWlQm2O@eWdZa>W
z%9%5fi2*PZIrHa_!4m>~EqIDKm;wVx(a(?~r&96ZDQuVm14uEJrx+bVTJ!p(Arm|;
zpgvuhe+4I}BN^N)PKJ<)oT4HH94k79k|a*aMoKoLbfu4imjx&1AsL)0UJfPkQY!r|
zl#B?%S3p6$?c1_SjG`@DlE!pSW71p72VYNeOHe*f5X%#c;R&`iC4O{x6A~vaq>Gx6
zJAxMSRNZ;1M4rkLMmj@+ln64GZsC8Qiy$%d`!F&B=v|wVb<)Dk-AOF{u_;U0yct<5
zEucG_kw^XTl`g2*ctE5rd!e^pGqAVYo0DKjL7S7M5QT)39bTBQwB-m|9!^@)kHg6t
z=|-B`g3us*8w?QU@;Xh%IyIq3Bj7vhi4mkFq=Jgw2@%w3sV62bg)_z<Br9DXNwTCH
zS;g8%k#uPmEsr95gYdO7z+1%ex*%SA@1g=*x*c9Qqsya79;7@MP2Ps+ISV-o(K0K!
z8KO%(Dr`w!mh7}oE3!Wb-%10pN)9%Yo(3>#ZB2T3BBwL~|L#u9T9Z|fBP530;l=1p
zhtX9rq$zzehRoq9;Tl$!o71js$ZgU%dZ-QA?Kh5NKZc?UN&wNtw<GOnw3po6i+LQD
zwxPjZa$9<#Em;nEa@&yyc+`w`YEPc>OvV}vrfWNso;0chS?`AgsO<9ySk{9ytFR7&
z_aZwIFZy!_(n?C^DxT93rlDkN>jl}q>`3Oq-=N|dbZaLvT1sZ(Y}T1%OXKNnoylUq
zO;Hl}+K0xX)d6S|S{_UM{rKy7P~d;s(*9k@EXcuZ=<6;pWsc_sWW<s=@HZ=<WgHnP
zjb{aHi6i+y_KPPcAez+!suJ9lOp|8P^sZ!W5WepRxaYalN7In5q$5pC0H4GaT}TT^
z1?9}$I3$=J?na{Fk+mf>flPtFSy9Il$N*_36tx*BP|7VdyayQ!e?w7av@D8v(DOaW
zM!!Y8pulz@v3-%Cg1nw2nD&bxt))f0F)_VJfA||pSPc;aPwEZbZV_w8!@bEsPXsA#
zPUCySn_C`zNCu?K=|jpO`lk;m;_Rk0Dp77m%lndIDTN02BaistYmCsy?(OKYex#RF
zME~qZM*HAfjX>?&j*jh5W_aP-jioVz>8k$FAx{G(7%7k-391ak(Wp3j>^IVxrYC|R
zZ1na-z_(G)0Z<DY%^g5)_h1N{N6T%fWgy7~YS}<i0FjbJ3L#pO1U=D4r9ottm$qG?
zNt5B_)}@0;6Cb2NVfJ=3Wf<7`n}dk2KTCB7j#1#iRW*o=3}uwHNWlPVHIPcfVYtW`
zOd50MdSqe%%pS<>LgUZKJ^{>ARxL*^xNV&p41+uat3V2PZLw0(VGAZN#@LJu@YjNJ
zd(gT61sBX+Lx?{w<Syi4;H&{;g*QC6C|*3py_f<6NHKudvGhwhq%p_dhFlDQJB)LK
zzml74mAoIh;LUYxC>hEt`5;ojdn;rZOzy09k01s7wxHSrc!|4^f`OyN?sWIvia$@j
z7n$Iz_17?%5g5P$q=1*!_E98(-ZY#9a`F>M22U*zPy+MR;^ad}21hNZQUXQyEUl`~
zA|1T5pkfKkF^kvbFp@EVx+KzLBVoRJVT7ZIqsRmgEhxDc4I1gt^Giqu2Q5b4^S$h&
z$?8?4V*pq^5UYnnLvJ7l9JDY8cy4*nqxUHuyaI0{3j@g14>R?o0b3oqIf+aR9Ee@%
zouh~+Z|Q%K2`*azI*3!=Lkc)+tsG6dx4^em3t|1uWcVR+FaV%l+}1Ki6HVlwAQK$5
zAX|T4sn3yu0VMCnk~hvQfY&!Pv@^&CCoL#BfufTZFa9eegO3&yJ$hzw^0!C^$1H$P
zpy-pu%lHAw7(f~Eyh=ZBS3G#0v&cNFm9Xn)IY1Nfd8A_inTGOA=$OSbT|_4MWr3w7
zFqbS&{vFBSkp&i&z?`vo`F|oA1Aqc;jf1|Kd%xnt^IS$IIAk#>^u^+Nt{@o$$kUbO
z31MDXOvW;7z*TU<Vitz}S3Hjgk}-fhb9j~C8cz~<Io`+w?<?O4q^p;9_CO!KAAV(U
z&IA$^gcKNRUgYCi7kVa{bOD=U34<^z_+NFNNV+#p&9d8aG)5>gzzgf237}4vGz=*i
zKo$BSNF2R6nFMlXb7W!w%x=hx56%Qdvy2hQ18=NPlF2ZCMnU&0HJX*$kLPcR6bu~T
zvGn1Iuxw+=V~`1cR{+qRKKrd#2+z|F$rwPM;aFxYz3Gx19>7cOh+J^G%AQ1$dHOC$
z!2r^CW$8oU^+>If@yG=4tH8-HVz5#ZkOIzEGbWQE(p0*2GO_#M8wViD|F)z4Q%Db>
z4xU0XJdq0CEemJB<@m`d<OZO(n@Z+MX>{#WlH-H#7el6B+fiv6=>pWaX=H3nzI|a)
zCg>eL;{g2&)0FzV(BQMz^x`zq&6DxM=!S>oru6SuNCcgA1F-_kz*k8;-E#x1Kho%_
z8^}zEI!`CFA)50VaK4&On!?|IO^1r6(XKa=M2K>4Bm*JZ@j7WuSI!{K;qUw2fMw&e
zGZ^G2GhjcRNn>Y{fkF5_G*mmbJrh_W4VewA$MTt^lb3dYMPHmr5`6Fhk|ngK|ICE#
zCgUZd=r90D_s5LAnEM%LCLt38U?wATIQ6@X`#P3&2y(#@&2KiD;?F3<kpj+V3ucqa
z9AOkvFkp%Ygx=J94hiPT$08Hl&Q8uDgIhSf%^1)G<X`~V24TUy>9&7lU#;Lt$OUIJ
z$Tyl7GZiTqK>EpahmBb1=oHe^Pd}l9g9^uQdHT`EQ%H;tvOpN4+tV*n$aH^}au&jX
z<5|o7B#O?ROGa{X3X;M3?93gUJdg(4NMp{Mhdl5-i?flroMJ}`xSpL}$x{yq1s4FY
z8&*OFGQkP$R4SPno>r8dm*Q|HV(bOT24A!<7HWB$v#%6r{zfcG4kiJQG$%ZFOJmH1
z$ONx6fKQ>%r4k=rr9vcwQyP#nIAt+Xz#R>$J(F%rBOaW56OzFjZGRe>$0^H^0v>2s
zVY<{#0yudklEDkj_Ka3hde#oJD67P+$OCsYhZF}i1&^+jLR$fNL9hh3V*>C=tCnDC
z9&Aonf)Y#sercbraG(!OhuMYkN|6U$*p^OIPANkQc%>QPGIO#r3t+%tSvFz<@JzEU
zcfjq;AYnZ7Cgg!%TJACj&yq<(Id2Q{z&8z~F|)Demc{_@K?ZoGId#DOS{QRHGQl;C
zsd!<Ly~xgV?680x$OZ?sQWegvScV6X0<LLJrQ@sME_U%SCP4?a1tcewWqJ%L7=Xpk
zM2nx=#3jcb<bzil*1b7<jb0PReq>+(87p?o3a8t$VUPB|EHZ+<UC*4-N_+C&l95d&
z_)Os)rKCMQnoZXD<D+^ALBKKX?0S&e)@<Ci<&w!XH<vVq>53(J7L$OZT32I|Wuc6B
z7<m{#9iE^QJ*DQn765V+{rLxfe+S4>ObC8#EAz-sUh+#w0k^fdh2#NFc@-((wFcr#
z_tH+)Df>mz75Sv24^p6?-`$=b$OnsI365hHa9WEmB$>3l0M>bod<x0nxOS=pT6M}p
z@}=Vo2z(Ex5R8Q-cn1@J2OH!o;FR}~0$yu#Z*$3lu4_EON0<OS*G@eN395>S51n2F
z$41)uK84@E=|W#AB5m2L{ZP+G`4~Q}BIMU7n!S|t0a38TRR{!rZD3X!P~K7)tm76F
zA4ifeF$ws&eYTuL)ANhSG=G-!8zh6T8zbi}c96eEGPt_&)H?YmB!jyfbe3qEw}edM
zAU`7+9Nichum{qtBT8e=`vrO6>;__SR&5;T{f0d7b%XBe<n>|>Z#=;zOaT6FtS_Cv
z366Z{-$eR)X;&N+el;_ermupj6nOqVNCqh#ZEr{)w2bry5wILr5Dk3cSaA#uxC6uB
zn;M)i!`+370k{6<i0Vrr%@lu@-vjyJB?rSnHm7(a1)Su7lFppuIN1-$;3Eg}$m5hi
zq<~`_$g_}BLXZM}akE!AC{2(84skHBW$`r4kOEF{Om>dS^kJTGjd_(@U<wSN$|^n9
zO^T-e%SeBU?r<C<3R8eLTr~`IiQ@^Zm;gNDK*lyN?Rp3$%YOed5XIZh2gxAW&zNM}
z(<7@$AAgp#9cBi%I5v8g-%5tiv|C^XXS|Nc1E)AP4KQBSEwJ8aye`PYfYp29YB*h)
zdMgaAj2Vwi@RMWK3>n98asraUJ#O|LWG)@Cnl$I+o=67gIGBLv(zjN_Vv~XNK{9y6
z!KfHTS?Nb_gL9s75by-(8mIOLZ?xOUVon)|6!3&YQEk2*x&i|lj8t%jJNg8pPN94I
z`TBxMG3GF2f?HhH(^@H^xq0>+jX4sT;2;MTUc#})AO-y6psu-`G9D@56USyVR?X+v
zz*dZbPedL#$1&A0UiT6>FJQbW$in~xm`Rxc50=0*$e1@E6a3>~tXjb-GmrxAaZFEn
zC1falZY}IdSnAox!vLU`(utc1yz4ZR!0YOLlukaC><wGhX2GA=X1~2T)dw#L!5X|f
z&`;Nq4gT!TFbzS#Yi|2pq@4P!Cy|_-j%4thgMofOr>IB)cR83H?hR#Gvyp-Uln(>`
zX0n!^ErT^`pE6J}OOb~uz<F+V8F`db3XlRGbBSA^IP{p~<V8pZhq=J}fSfl_@o1ix
z0y|ZEI^MAHmMq02;6SG*VP15+Cd-hA0o3F^UK4bs<IG}YVgSqooCzfmI^n!u8(#V?
zm;xN@VETa#?!BadMpcp~oOc`Yz{3s%QBEfeRlMlCl_Z?=)*ui3>sVvZzm6BU4#^lm
zffZQbI{Lr&6knd_PGo|k-I&c}GpB4o3i#Qb-AuM}fJ&rb000|#jqzg^V7pAJ6xrZx
z2gPpV5O*U59PB`e8=MYyoOd7cz`qW7yE$b$Qoz0L#5QPB{N04m^S}Cq@}hSl4+ALr
zZhGuKsQa>U=z_pXeh9hXa>p7Bj&z##9z`;^+%fXX%YGVpH<H2a4m7rdm%I-t;A;oM
z+`!!Ic%hFY83QP^jI}qMeMLiS?~};J0NC5PIQsqVr<vH($OPXzXv{;rkmryBUUw_E
zlPw(o1*BjA02??!*{^;+oOukH7ywffc3BlWmSatR8QI`-2a6TWHm=+c+XTjY4SC>v
z7rm40;$Uwg1p@%PUn{8!z7%x+H@^^`=QyS~4&Gr8kiDF83Mt@!2lXwdb1(XNbEtQa
zi~&GtHVt3xXrgK2edK~W9!y|S70H<a^yP=h5HIbXAN-Esjv@A8GROxh(B)@#V1p4$
z`RF5L1eg*_`x(N3b6)Wyq_9a>_Hhr5Q-vJx(F4x1P?q*fq+kFQT3T_eFopusD7rmG
zfpZ;};u}nX0i;-5F;NBQxIJK9Z#_yzvTuW^KLD?^H~*>G0gsUhLFjq_)ywF>^4#vo
zb0gG`c_o}h#IrDx?jqa$8Ra}uz>DwGU1SfZTto^u?ty_vRRk|;iiOUkXH%7^01omy
zCIC0SaeK%<p5;%ZfEORYuBXL&NkDV%z{g6sj7$um726#(nn6FEue8truV4yr=Yu+|
zr`EsxtsGSbcLNn%`e4gq_tM-ZDEwY%JUzUhbnrn6v~_t0`tyF09?BB<U=|FZtcCR0
zemE5few-xI!<pdd#=eN4`ePFC@XLLi%x4~c{w!w@lEJ|b$jdk-6e-}^#}b}f058dK
zfH0(ke;?aP{Twg(&<78afnF1!I^f(#;pa2sX~YvyL8L$h;gc9_)54PGK1l|GGFakB
z1Oj(Im{6C8Fp32!7(n%5+tHFj@~Qre)e2eQ^#@Dj6feyU1Q*8aham%SbqsGJf>T^b
zCHvR|luNl0OrsN@CDWixmZ<~6fDhn>Lu58{|MO?$&PWFDKek8!m?Vncf1DSGJaGPl
zEV-Q04JqLD2b2ALPU(RZaQb5_e8@kXIsI{7Z{&f`pY0j&N?@h+Lkc+i0VOq*Z_F8e
z0MfzDkF5b13cC66JcE!o2=d_e6nK+4c_@;>)6YR3&fNVtZv^td+mCMso+ZOV`397g
zH5!@V?1we3Nd7yNCLe~b#pe6+#Y$V4?<b=|$6M*1=g9&ed;pm~(Sf!+Om6XKyom?_
zUV!@!lXantG6g9Zfc{ofX(epgPR)gnhXeLRnzYy-mrE?+4VVyI13!O(lyR^bNCB5X
zpxm+fDDmcivyqAc0IsPHc;#82KnLJlObEV$`;S7$W<{hT1^ffqh<0>g0KNSfjA)t@
z5RPazAAEpDy`~Ljm}v1!Y%pWVR73!`LD<noRcOqSboL)gQ-8+KMn3ouLX~yCJ(RKX
zkc9!(yJF(+F$g@8&Ul$b^8^K$00T(SiKe^)H^Jf4NSHJR4-=E<rI$(Lq4?bysNQ?r
zj-%r8?Y6XRdrDSj&Vtzdg2L7=r;F@^CMGA2kG?{Bdm>V)^Tcrw6a$Bi(;<R$#vb(e
zt8iI81`it(X|LBvTlkxuIKJ>2iG;sDd5!dg2u>VZ(LS%kMe`Uub_A!M*NFxGW@nEp
z-hf-RF?jZv>81Hd(ttNfKOcO6MtH)97vF^YeeNBJjlbDS|F5(&53Hid_W#`6eaR&(
zl6`|fAdtu|C;|~&ug#*4A}%3>0J+>OWMN!pygJUqQKLXWOGHM|@gbrj<I_BK0QE6A
zA|N^rFs?Yx2+GJNvZ%=Kd(P=T1oXe(A4zq6&Z+9^>Z<C#UEi*LZWGRkEr~S8HhBgH
zDFW}*5;N#+Pr2XGRo(Ko=j<RwVCzzX_d`6R%z?LYm&*?GD7$$DgeP=iayJqBhuR%)
zwr$2^W~d{(cWF%2&sfasyu@3{rM19p+U&VP63r(<|C~hUnVK#5QO`NHk+H47+_S|q
zTHGHXLjT}?zFDvZ`{=Y4Qv&S%5E<zojKjq^b*slG#-(JWe=wF)=?0s+AKYn4PWcBi
z(!aYFx6t<s>+2Gg)2b7)2Kw)yr;5|RS-+XLIKGf#ZBC4YT(+7Ew#O(&|Jd^hijgKO
z{zq)Vyutx&Udb_9gD3v9*q?Rm@#h4rQSc`LFDiIRz{?6=5wKRlIsvaMctgNn6l}y+
z66Jb}h-$n5Hama|y48t6)5XWJO#$h;;QyWiQgi{luYgos0NWLiatmOm4U(kRV)B8y
zkXQ>Y9}%#%S`0pQ02k{sCkBxgn?F}T8ZBh-Zv~{t0@$q}L%^54lFmLziv^dx>XIkm
zYXzjag2#RZq_zS$sDN}<0N*Gm5%8^oQUOO5BnJpNu7o62$mDwkB&Gs5p<sl7lL|;O
z1rHbW2vT9A1-KQEU<w{y1*DV$@F$5hQzImqE=b4$T*(n9#_}kbqY6k21(2qIv`_$D
z6p$1Opql~`K>>7Ea9u9yA0$Hw37r746p*e7AV&cSngH??kdz6aKtWtU4+XUXiWD>m
z=-vAlXn&+#iWkF%OiIW_#7v0wr&uGIOT|3E0bDtQC^m=8gT*||0c;-b#Ns2wJW|2=
z0><$EIfrr~<J9Fs0hcJaRKVo~NURjM1Wa@Q@AL{M7Qa%=S1Y(iz!U}7VT=0zjYLSf
z6t57MX%65lr#rEDwU}oqs1cA*P%EH8!5jh21W5T5ZxL{l4U#fe-lFzf#eSOtYN06P
zZx!4rV4i}z1l*(GUIF(jm@lA>012Stiv&E_oBF?qsIZTR)V@UQk0@9s;4uZu1^iLL
zlLDS1V9`ES3V6l=T$#@~vG{5>C*yxo@&c3iOA6Wryh30iW%;Urbq?SxUvpyd*TuX+
z!CwUYRl!>VHY-SO5weZQc-qIi0^WB3?_;|Yi|-Kg2MRtE@QH#?1^iRN=K{V^uv@@a
z2$HhXy+Zbp3#qH(`vn|w0GHyh6N`T<=3@$u3;0372?4*re7)r8!WPc4M}e0>a&bJM
zBq%Ns0&}SpsRGg*z@_No#Nu7W++9JsfGh>s0`e5(3+Um1WW1-4-VTWu3n)?0Pe7T1
zvjq$yKr*fPU;)D%z~vlHG16<rM~Hc(1K2!@VwHUVF<R^wFhK&gk8@)23&nhif=dNl
zuD}v7QNbhuS1I_VfXNE36_C7M$qhoLDyS4NodC-^eka5BOb2i|Yn&MLUVMgUE4W8M
ztpbvGp$*h4SdbJlM+r&0;L@akBwYY43P{2Q@GAwR*aEm&!J`6hRY2k_c>G2IX|n*5
z#Weo#v5__l<PLQqRTjXV3P_Fx@Lvi@jRkO*0@7gt+^v8VSOE7bAn6sreF~B!xB{84
zgp^hQ3l)&Y3Sf}}(p3RGpnx=007e0cr~sBIAmJ3iQU#=#0$7$*LW(JnM-`Ap3ShYc
z5=Q|%p@3vj08c6)H59-K1*C%lSgC*%PynkOkYwEx$g>WC)`?wKD<F{*Jk}^6brZk~
z3P{%k@S*||GXb<KAQcn9%L+)k1dx1H35k|K)+!*S62N)|BvAr*odBzA=<O(g4G!QA
zvC)Y^lEmh}Dj+=){5L5$D=B2N5|SUmWvc=b9sz7qK)NG<_Y{!g2;hAMBsBuqu7LDK
z06P_st_a`*ZvT8JBq;*<NL@%v1n`Lhk`e*zB0yrH_-EJx_?H9t=)Z7c@!ewnO2J+M
z`xNXi#{D01I7Ea5Lh*0J<%k0~%VSO~eq78yC^#YD7k!)zT-ZX69tB<j0R=$;5dqZy
zQ-!3dOJ@Py6r3d>LqVp190j=o3KSFyC{oZ%KpzEt3E=wIp9txc;-%s;zyW;pgDA$*
zA9~vk$2QafY(B?{u~Z4>5ei721aO`Lk|hD0ui&CQx&I%ngak=&DOW&BB!ICBNP7fu
zp#stz0bHzr)J6c85@1CJy$A?!xdXW1<2lCHKN1(gKGCs5QN-X11*9c{$5jeQN(6AV
z0+J5_OjbaGA%H0gNFD@my#kU1@%^_FQUk$dssa)N0ZdasG9ZBI3P=S6Fhc?9e*k7F
zAkhy%TmgxE01^a}TtTGj0jX0LlJWpFC?F*dK%)Xu?f^6^Ah`~}Tm_`j0k}y4X>$N>
zQ2;#-_rG5&Aqfs#Zc{)C9Dv&uklqI1w+cvU1MoWqq^|*(r+_3i0KX@|A{ScS3E*CU
zBol5B_o<yUG_cQCK#CcFg$hU^1F%Q|$zcE<P(W%J0Hc7!FaS#kuw-Qu0rbB|9Kxme
zgA;=ah7&xdfJ89J;c*2ddI9*O0@Azy{I>$qxBxswKwn%1Sml5u@AO$G3K<J0SgnAR
zD@d?L0clnMUQj@46@V8NkWK}lT>&Xn0A5x=vJ`+<`_S)iE*FVWK-Q`YiBAC56R4-b
ziC(G&c*6l)@C{B3$`UqjR6tS^`2SS_2}l4oDIom_^}o$Z!s4=30Vzk|u}uL9M*!Ya
z&`rSm3P?5rkL?ObAOf&cL9T!g2qgK~NCg6ykBG1;ph&={4&a0R%!xts!Tz5sC=u{)
z1*HOZD<D}1cJZZx!3>h|y-G;S0hg~8kctCfzk-nh4k{qg20Xq|Kza>;ZxxV61K_9v
z(q#Y~7m&me$Ao;ZE+or<%LxUf#Q->|fV39?E<B}|3M0`4fLj4+E&#j=ZV=!nz!Sgp
zqBZrukVCkVBTfu@3eF*_faDa&GEG5TKo<q1qku;@1*Dw-=&qniK!yX75KOR3mO~(q
zV34DLG!e)oPXXy5016b4_5q-W0unp`6e%E;13+&DBy9jl_EAEj29Od3q-g-?uYlAH
z0A&hD!~ifr0cjWj1}Ru3V2A?JEx==#4bcCe5Heg{NT2|ha}|&@0bry85+wkPQb3vn
zfH4Y4hyZYb0+Jp8j8j0GgL#XS@r#s@<^V32C?K@~z-0<ZVE}Nsf(-)3D<CxiJSHk2
z9Ra`<3P?KuaFu{0S|e!(K(1C75)1%LRzN}lfGGrclKuk$H#mTsZiN$r7=ZmN6_5}B
z8B{6wTtIbF2~GLKWhMchLZ^9tfVcyA9|<Rh34J!#DWFMx_%|q^Iemae1vG~b(5&Ei
zev-*tB{XFZmzxyOG(EsA3Q{ml1Mq7CJc;fTz(+!W%Xx>IgJQl@0nNoDga2Z{_kT1E
z4|12f&@4Q_-3n;>9pGL9JTp#<B>>#-0N&{WCx!`jHn%Cr7qD1C4*|&si8Rp#uD6gS
z4&W@8Ix)<jbC$~#(DXTq@TdZsGY43%fTqj=o=`wD<^WGB7@iceLJ3Wi!)2v{Q36&e
zC>QXof^h;?E4Wy|8U-}(jZ9x4!1KhkUIf5PeR2Mo@WKAC+G&;>_E!|p{5HU!70_fh
zz&Zsqmkscmf*S<9p@62V;juvhW~=%Bb0ZO+LY^ruZ#jUA^|lkkyfo*qMFGu5Bg=Ob
z(DXCFy9#K!8Q^aOXht~xKDGdM2*C04KK`Nh55)elf=>i|rr@6f{;l8(0beTkO2F3&
z_6azs;E;fCxz}*HjtDufF5d|_q2NaWt`g@^Qm}<X@e;7-pBV%kz=sxcVwinqbA*6B
z1C8TH4xJpr2|81Z=VkAd1l=6K=I%}`K2OXU3how=rGO@!k$;W?nra5fbHK%zUuII^
z5T0I!OAiG!r3_G{fTocFdMo%tff@g`r;I=7f{)hFTq**ZyF@^<YY1po2?0$fA)rYg
z1T>L@fF@rM{QrJ&lm;_oL$A~#pvQ^`=;;aqdSZfro^l{K?K6%1BN>o>8zG<{CkW`a
z90A>*BA~lc1a#wsfUZFZ=rVzT23-Ub+ygkI!3<IA=Lo1<A)qFPfLaLxI{66d%+vck
zBZ4m>Mqdb?W0L!!d=2b}n*7Dn*$86)(~;$x+50`=V0%Z_C-|}*z1BRx-!m%ssvVtZ
zj_!w!Zmk`?&XgbU3=OXD7%ed?4<NsF9a-PA1`n<nP}Wd46AQS+->^*;=KBMl0i9lV
zq6inX;<dDcc(v);gDB@;Y)gx&JLu^j+|V&vm^rv&pp)a9wuMgEg4RW8*9`28{ruCW
z+$*P>{6n6C=&sY5b;y%{<5m69O-kwCF#0!u{#`@=CegnO=-+7i7o&gU>EB@bcOm^7
zLH|b5zf0)f6#QE-t<^t0F{36y3yb&ZZ#EtBRAcpq0pECf`lz+GW-mHfj`e20@dSL-
zY@skK%<%M+B@YIgx-G7LW^|6n=cZ*0KKlmm=p{_2!=64^cmT0<^ZaI4)ZB0wscCks
zwZu&9<tYisr*vC~n5iY6A&Aiw6yAMAtT(^KkKC>^(QmOt#9TA#TTfqK1vwO%=g##M
z!JVczpeHFDiTC#^&7Z&ZTs(Uu5G`p%9ql*L(GXCH5l}}%KphPMecBfR&Ho{wVj-Z3
zHUv}<1T-0iV6FtTbHr$`2rAp_j(EO2H)U~ubL~KHPYQ1v=q;e|F~n0BqgG=(t&uKB
zP9XKd@-}4pVxYH-!tR5-eO$B5=t15L4-FWma-cWcM_aZtj0*>Oiv@Kv<y%s^;fUEG
z-Q3s1n+~}c#adeXn}PVy4}BUbqrLZF@6IOV|KJL5U)oK-72c9;F3HT;?@^F&MO}4M
zbM^EJerppB4J*9q<aqZAZ*hnnpNws~Yq8n&v^O)4<6C0?K*DHK%QUQ@RMlKDy{3xZ
zwnUnPE4-zYw%{pmKMJj<yggiPrr{}XHbw74l)^Pnc{3^8{FFC~!aX*Rtn}tly#GqE
zU%b-WhvIWqdb5VpuC0D<Ym6H^572v8^$oIH@Ud>|YU0tl`o`MI1ilr_rQ$;U-%4+9
zAC0|e81FWD<*P{oas`Ze${QBY&2+xc-TiF#POEBZYOb%XXu`|dc5ckW=o8J=jUAAg
zgo2M^W2C08siE4g6dCecqqD1TZmMXmub7djucRVNHnr7_Go_e>%*RiAbDTo#TAkXh
z)Jc8jA<2Fk8mk*B8=b?PX~wMb7D;lvQe%I!+t=65qeFFZ>YtpunP$x@Z&zLksiifO
znonl?zgBqzB~<<U{w}8@xLq1^zwL6GV%xp>WKV1t`(4|;r4eo+e~+ES$;iX!whN+s
z-cnpv8a4ZLgKv2AxexA;9#Xc$Ta?c}=eev2<P*K1rmnK_=Bjbdnmlc0&JJ%c+S5Zj
zyg6u3FYfU6rs&5zyaldi^CM_FT~#&dg>}wyKKR(DHy1t=c6#$X<b%a<y&1#UyGwOl
zQ+4gMM0Ev?auv<|RwG-|)Pi=_j1O?jRol$p?(HSHytV_KlYRLp2l8er&hPXJC#|Gu
zO{I5G&VVhg_@4HMDLL(P|KVNQmdkZk92<p$Pn|&xxVb{U8_DgrEaA(&kzK6V6>tgK
z--~XpBr}GTU&i9VY4rYS`S>d@t*EL`)VI)ktZc1~wZZDQKUQtS2V#!^dgMbTsL7QH
zUv>t&uZgXNB`~d~u7W<7$|d+H;me%N)^}qclGXVjx1HN3u_Lq#{tCC#C1b~}U(ng~
z*EDgn7gx*evN{p=+KU!o-&U<Jy@YbN3SCwS86&i3C@iaKWU&*Lx~vgoOE<Kt0G<7n
zwZ1|MH`n@jjNONPa@tam&o5opH1ZAAG*wh#X>NQhj*p|TPEw4k^A%+A9&d43N%9Qp
zr`8w8+stiszMj%1f9tZAl09{9b>p=9rs@h?O^@BaR_Ehld|2nplFUAES)Y<~pt%}v
z3*%K{-f5?L@hhqK@nCmRy^jaMIO6AXA)ZUIHl`q5gsQc&ab^XL7xrPlm16ykY@O^u
zhs;i`nAhul`LgRTQY<fzi<E`P-ciKwu!~FOINjDB9v>ZhMN>-yt#`%Ny>1Ij0bwWn
zaouSxHHqmJ&DA$KRbT9}M#F6Cnten03SeE}vF@Y<5pM8_`kB;$_-LPR@bT5-tp*==
z(Sr@XY*&Lxo#V^$&<&^=U+3#SincnoF^+eus!Sv*(D2atE2_|n>t@uT<FPGRRoPrM
ziyA(FNg_8N^DgG~huqz=c)N4etm>-S6*V*Pl2JtyDgiGUHJB}PeEG8HH3^?ARneM?
zym3OCE2iDtOm{c-E&%POYUc;7Z*w)Dk)~#RBGoBOxJnGOrq38^CqARaQhGD7-j~5k
zTK>$*;~kvY*BSmyH)eiD<2c2pSI?+yNl>?A#(h&-0OCokf1sxv)oVLNmD$bURMI9~
zJDr0fFMQy>v96Nqole@RPR>bA>tRez^>>QqX-8+{8SSOPEN}94A0p{=fa0jTuKrg}
zG3r~I8(Nx4a;+yzMuC~^8l2No-(3Bx#!4*K%pi;fAnNDJsBWVUT~g9?7(*G@Lm_XU
z+1VS+>}KC^UT&zR6-(ajO35{EHv0<PyXswL&NKLU>H3kOaC=&dF9`Ae2j1>?ZN0_U
zzV#OWve~XLOyUcFk4oxhvF6x+&}Y&n);F|Z)ybOrx-$FQNNn8~J3(ErgSGl5TJ3|4
zC#~)@vP3&r?fW&lDRNmg=D-*J{2=${*)D6Z$=K~LluPf|F6(<r+sj<G!d)!Pm13pQ
zsM6EaA4@3;$tchz#Y#6%BOPDEt;`hb68M;B{^QS+j4w;EUNb+!L82Q|tPf3}J^liT
zew<=WF_ZTAaT`iw`SotA+RWMG&yeU$xAotqZI8c5qEET4&Sw1{KVESl=dK>B!R*`P
z?<>(pkCkZ(zV!E$XtviXH<y3u?<3K%UMpdK^QFI7qIF*DKJ)CC{<2P-)qJn@Yd;Px
zW1?x8=*bkHq~ChpM80wg^MW6{EB(r!CDz7(b&r{-(bj-vOw(6R*&Yp8tIXqHIfZ#P
zU~M;Bzw(z#+MNMwkMZnvtOo*?%M94-9Hu*H1<Vb5{XL}GLqRJVMA^>5jk4RWr?eoB
z_1V47(PRg4a3AmW_m}(Kx}Y_eQiM*OcwC@xjf+*Xp#{HePB-3Y%Kzg}FQ8xft({M$
zDyyDbpO}lD%?7)2GC1<nCU>J*`5%8_K3jjLxjI=ao8-y#P{cgD+n?uSEG;S}exsTA
zwZDH3v!AqDrcw#68{41%+TZh{5S_f(^|4B{xJg3;T`%SM^w=Ic_y+pMRej?$?GAgb
z0&3D>HaN?X@agaAvhE?17b|wu-prSz5kmsSbe}M7NPsWA^M(ZYx7n&80lt8591<w#
zN`eMW#F0$%!}lp!UY0tT1@QF{Hi;pD4A&KA{Ln!65$tz*AsC%j;0{hrH{+KUz6^Io
z`?8^dewD?1jD@jclsEN~iDS#~S79$+!KS{kAuwf_@`yXrjZSL9CXhpi($@rv<xcz2
z*ao<yo7dO4GtcEj8)I8Q(wzLND(foZ^)+?&K=O_i<(hNM7=gHwR+|9-^m@k*_nQF!
zWQ#l$;G3+o9}4hI)+B^-4=~kbwNO?OCo5Sy1*Mz+P=N1rRy`EppKpJ+^EhUQ*-HYs
zbQI?<krPp|MEq}E5-8?-VQXrNHH*flaEH9PnCq8Fu|8TN74h8?DPHcw5{`K|(Bm?0
z2s=}(U6h3zS=e1BhY5EXp`>;Axte00g@k6pKDsyM2V!RwhJDUB_FD7x!-1?pZ0h0^
zoi3ss*ZVkCVW(DuF`qsZNO#qmNlOD+Wt?1(oKFxVZ6fwngCV|m;Ky@>c&%BzG>|=v
znVx$%c38~i)R8jRHC*i0gWYF663EFsGYegx#Y}i4(8I@OX_Eb<UbI{t)?GPukoIyb
z=G8|6Ss9$TlT$N|c<@l)h%pKE_DCQT1@JEm6bxXesN-~6)#<J}ER)h==KL$AJ3gkC
zxnkb3z-DS#zpn|NC*7kYb{X10DOM?Vbu*vW1gT9w7!O_`<8jhumC;>su_^54F7|K>
zyEPshCe|r#D^AuSlKOA)AP*l$<H3<~h1~77GU>i}QX)8-c6<Bm;4dlMF*{g@U#Z7u
z2Yb1$GWm&M8G`YN-~|X4CW7M;>`DZOdak1JWI;`Eu<NRJt2TIjXG*;4wqRc=dsgfs
z?7fRwp5^Y!z5mE<Qi7~xFi(E0)y94WmtbXGW#Z=Mnkw7_wwZ~^V3uo|nVk$~`smRu
z?pXF^y7T<}9M{gy%MtVAZNV%r`Lvh;uegV`=iDBgdp;Fn@!B8{kuR?e7E%0DJMLK*
z<e{__p%ij_>`Ig%+bqv@=WrpD>w?)h_@%bzhIK(61NN;8=8xm?X{Xhn2k5Fw+^^d`
zGu^5M<DTiYIX!M}?ZlC?@hyqOSaH9>Oj;l8;o=~jKL_S)Kes*@#`Y`ggLxiGY#vz~
z%=U3MS!Vgoo}2>S?krj2zP}m24N(MC8W~zz&o*;%-DkJYdM)^Wlj)#KGebNCUX~f+
z;i@Jx#1A1BWQO{aeO+dVhs;khLq$><Q(`xvGBV7XKK6KBk`?07)5;3<6qi57KH`&F
z{u>WJ{cFn#^-kvjD=ozuMgx`)KTf9C<EL4hc_%BBkwFjKQ4tKwB%tqU;(J3`p<-9P
zDbEgd^~>1Hkxa1bvO_r@N@$j5g>q$U4h|!qGwXa>X3{~~ASL(nGk%N;H}-X7X;<4a
z{x9w<<h*QAXaId5%-23ECp5fK9$gg0`l8^e^sD{S31uh?e?|*cwD$fGKXlw<hh67~
zxIK-SAL3`8HS_H%ogd=9^*?sFbAE{1---F5fmGE47KHdo)1(C<`>qx@tGQHL-A%)0
zcLw=9ydcC+t2Qo>w0jqXddbz~l@x0OUrp=+%Az1hQo1mdBbA@-wo0k5`^1GRf9k?e
zhKHs(%(exg%yimnjoLYkzvxP-w#nw1g`vFeY&`S$C!1XhLq)l4>t-k9-^-^y7dF`x
zwuQ1>lg-GsP)`I?+d}yWZf^_q?Z)ZCrxkg!S=$yWl0vPUAIgC1k8K>JFAC-RIE7S*
zY~yBZn7b$?jvN<-a$J+|!r5zIwkTY29aY$m`@-Cri}#1^5yy&MgF5JI29~=sOx|Ko
zS8}_1e|RK?Z|)Bdq4321FhAQZIS{^#;&Ts#&!KSjfiRDP2M&Y>$pDHwghuM>Sm<Pl
zCqGT@K&)n$wU}t3>Fjr<n|sg0$6@3L$ipsc3t4j560}!~K-SM63=iQOMC-82I_WZ<
zzX@m4C!adeezOjR2T?fwP<SZ!F)Js<8jkaA9{WC=X;yE=>i;lrJQOaMTlVoO)=X1)
zD4b(xbq}(g|BW0{{G0Gtimyf}hwxE~l~3)Wr}=EVn|pupVev^E4)ZAR@Zm5&@_y@Z
zc!cCX&u!grwjD<P^wlWJZ}hj}2^22)Hav)D0jz60){9=`YYtkjOtWAYJ_<ssNytvy
zz1Ai&mP!rLvKW+l%n_;JJC208^Q<`{CuFxB<{k|XC%<cshDS<9ulTGG{d(wb3b(p5
zFe<-tG~CBE!z}wAg`<k`(EOblco_9W-%#^WwBw2K^8_E>kG<o3cR$mx&7C1BDvyQ-
zAs^TAa6beKexPF=?M_RHpNe>SB^SxDgj!TTJF`)ye354irTz{p9XkaWA=$|}@p3uL
zXHN$+%<;dw!;(ujor7#ld9YQ^2vT+aKHS?$Odl!p%SX!iD05G(n*tXc_HfCnA3jg)
zDV6PFGw=~CTadKesZ@R(Qx3N+%@a$XU>gTnieTLj;gOO~T4}&p)5PST2oG^`|LkLT
zsT|tb`@@Au_RNWJF9axSj-iD}d~y`#o&Dkd;<ymq3m%m}hKC8*b|`#~<cF1Usi)8?
zB4SD&2$yjkwU|4$xW}5R+0iood{_Ibli}UmgcpyEaPxd)Y=lSLJ!2!>d^?Sc6o&aa
z{31_8naT?z{440{aS^^y-wp?AMNf>2aJznQTx9S_zCb<cvfiWa8KL{u3Ow|i$&bYN
z*JvJ__yT^0d8#SDFp}fqpqsgTTqNM3*<v$wTqMsmwSC!zk+c3Jm&TIV*~oo}aUF~F
z<*#_j4cU>Skug-D;m0CFDXc#h8AsuZ$08R{c>Gv|?^%W)x9!IxJ<-$`9gh^drkF>+
zi)5R%t2|wOG&$Wdcbo!3=H$`HIdH7}E^@y3mm%2tU1XSt&FhavhP$S;mwz9*?n&C+
zA0A8PQS;5mQu*q?`>|BMbcL6va)pmrp33!DwLFzCT@Nl#<;&6=cDQeODi5F8k4t!o
z9kx6!=^lMNwL3q>j&-wc#oZ;>X@IJnrZh0QZr*)7wa`a%?6|W_-RsVGwr|6>>uPiU
z6RAaBGPju5zH|?5U;0GqC?3c^d?~e$)O63-rKssV^Lnj2pKsa*wx`NnNbJ^FD@*}=
z#JiF%J#-<gYfsJeO`!crij?>S^IUssPcJdvNq_#rSbOMyQ|m9LI=b~_YNq_SEsB*P
zyG~7smd4sL{x8=}Zh-@0=U|l1Pl@tv*3OfuC4HD*z|$OQ9TL&Qblj)0^{Uupq`KY}
z&EiW!Y)b5A#0wF}t{=d%ZWP=brAGX~b5R=mAJ`l%D&r>nmdn~kP1wtM+c%#X%;e_N
z=1nHg70vaLa)BP!>~p8Pn#{F8nT%396pil12%23dQ+o_!^Usw0r~K54BduM{nr8Y9
z*JMt(qIuX;PD(T{kCXhg<_Pn>YCY~%?@EbYIRi&%KAIKfRu-s<a_byeBk>z*qUVwQ
z;hHG7x;Ja0{8)Z}4R+LKqVZ@?&y`gAcK~E7ttOi9y3#C*M|1gmVVH5}ST7$r;$pt<
zm0&(bVUC?`@?ZB1bY0nAI6Hd#XlY&9u>w?aUt?|X@IF6yI?6W=X{(}q-5RqhnuUE|
zw<?<FBQ*#vI1`V$d&+hn^VU&!iEK+2Uh-)%l}Fqo+RLAb-k(Ot^X{LcnO+i)G?|6R
z+<n_K)<!c+WcLL;kCtsJw?JetaZ}VI!^ri!qxN)mJhl)GX26~(UsYG^juu?U4eROH
z%P4oKu^vAPFuYAeXJh{7*xTTq#>$!es05Fxw(?DU^p?t6%rDg^uzo2X=Gxw$#(ty*
z)<{M|rpKOWZx5-L%<A3I3?FUL@1@P2^vD&LPq;`{!ob~j-W$<$RI6>*(qC#Ld;e@c
et&B{Z{c+?c1tZ$hYAS!{F7)G*MlCJV%Kjfc^U#_A

diff --git a/docs/build/doctrees/example_notebooks.doctree b/docs/build/doctrees/example_notebooks.doctree
index 6d021fc5f3371b321fb06c102711a6e978cb8e23..fb65d8d15beed4d64684484769f1df231eba56e8 100644
GIT binary patch
delta 126
zcmaE=`cIXmfpzNVjV#Xm5)v6DB?ZM+`uYW_1;u&=l_eSZd3yOp>66p>-4)efk|~KL
zi6upe$=RtzdYP#uX&@E)Df!8hkMds;<IT)XOizu^$xlql%uAor!;+Jkmpx_j3IS(c
Up48l=)RcIzg5u3D1pYDt0Hs7P{r~^~

delta 91
zcmeyT`c##rfpzMwjV#Xm3JMt|B?ZM+`ugSN<$48`B^mj7dih1^`YEYp`UR;4#gpUt
o-Nj{Kic0eHbBgscQ%ll7iY6cDzcTrYfWYKU0#2J*1b;CC02R<8IRF3v

diff --git a/docs/build/doctrees/examples/notebook_BHBH.doctree b/docs/build/doctrees/examples/notebook_BHBH.doctree
index c09d847bcec7347860659b7f5e60f269c472d11a..bad18675fa1ab8de93d5b385faab7c13cc78a8c9 100644
GIT binary patch
delta 58128
zcmeIb33OCN_CN0HE$Plq?|XLuNgyQYY!FZgt85{iKth5-7D2WU!ZxA^B#yX@h{1+j
z2LuA{pb$iS3J5_(MUX|uT_C84ia>D2ag^=<se0W>4D+4ucQTptKfiO@a~faOt5@~j
zy><6nH(&pGsql|C-xQQp%2fkz+NPY--S?n1QgKRk!wtTe)G5AQ;U-EiR(0~-YRmRr
z=sex0kMyczbA}Er&K?u1@x?@rCGS|HGPHQmu+g^+LC?bLdUB%LjzLfDS*?=RpO=UG
zTo*!oN@sq{42_+}`W8n|^nKIG>udVF=l0LL#R#m?W+4othM(n1-!{wG+5rkhr{b~0
zvxmg4oEkD=<<x$K{||nF!T$wIS5~iFv@&k0a;j>obNbD`4Jj^~HC>@rD&|dIFpqK<
z3tHL8TYVMXFAKA_&*)Jgs4IjUZotrTfo5Np_n^9RMW}4#Jm0m1k;2`+>aZ@9RV}D}
z3wp*14`DVPZLO2V2?8|^a(AZsGDWoPj{<of5%g@FW_v=SRxWJh1GfxvC(G9JkqO3!
zvC1;l+<B8G&zZCGq4`rCQy;{lfAk&j+$B6r8<q(ZghO~LS$2TWma<)$`qC!hG`h63
zHBr`AHF5>Uf3-dQgvu-2AZinZNU!jB+~%Lx**;ESx3S3lvgua*FWwJ^!Usn4-MED9
z#38<ZX<-!ooII+fRr#D;5mG#+D0^V6hE^mAGkqVXc_}AZF#0ApPN$`U-0O3lGLw9>
z%uCBWf{~u`2(5OU@YPJ;yk1`4-mk)aD<5gSziS>D8xcFU$UCHYf1`&QQ!&LiFUY4+
zS(-3~?z>IiYO>NkZ69&f;E{B}LOUkN$2Pxbb-k?3Kw@1K)k`qZkYagmc<Xg(K(V}n
zhHSg8dz-wRx@HP(M!PeG3i^3FKDRMbXrWHJxE(7bZI_#TKlk^x`Lc`sv3Os+<~L=n
zzK0soq7!}b#Y1*nxB3owg|F+m-!JZSpDXuG9)zWDZnd<pbP!e+<rd$-!EIOWH+ZZs
z>Vk>Bx#M>WqeUnB3ue+!ZM$&HRC&3t>&3PUU&KcbXbX#r1B7zlS8LlYdSWdW{i}tB
z?2)y(MFaK#N+$;a5Bl=!RxSq~^n0%B-UB@RJmk8yhX4;d_5ly|Lt6oZw(Y|T*Y*Mr
zJF?rX?%S4)#cu%~UY^w&9QA0?mSMny{*CKae*<{<`PVk!xcDnzl#8WDv|8Hd&c(`a
z0uQphwku!F9qT)J$wV*D{oTT7(Uwub!|8c#7d|x)c=-8B+l8-G(EibFVX<#C@UU@n
z+eO!H#-i6Oq&##T9)v@H(pE3<aC*UYD=z>ZPQQ0u_j|y@{=Dnf&I2Ci9|0b!#<T(k
z%|3z^jvN9W=HJ@(#b)1%#m52<_ubPP993x1;(XxY^x^APKa7{!uexq^6~6rRL@Yk8
z)#AQW6S4MDVB(G9wrlSx#@eCy@cXKMw>Da|xCp4&QQda!ZPo0{HP@}J!I!VPwQcu`
zTZMAgZK(Z7-oIJ)61pwu=}YzDSY-ca*P&$JX8_oe33#&|ORsx_rTF?CpIq1d30`bf
z@pW%dj2BBk4wQIHT0w<8$Fait&w!HjX>GycnTEwnfs(NgwFZk9EgD@0l<fH8y4AnH
zORdsgx4IT6dAb~nPinQeZ$mlOJ`R-JJG1TDi)UhOJwANwBfnc4EgF3XptW>)+qJ8g
zvoAMZx3&>qK6z@}?$W7vrPz18RI|d+!m@picd)J*-@Nq9b=asrBO4nQJ8;M?0pZ6w
zsD3&_&)2QravNHjA)^Ne#<4b?n1Q#}uWb9)F)QVT%~A@De2SO}&~}~KN@S87t=1DB
z`<CI}(e|6RIfRzE(8#B0voP0?N+FkyIt4|`&Kpqq`w7vmpn0>~PFOh`!&-eX+U35b
z3)>>Adf`~AnIkl71wPhsAr?@4`r>s^+;FiC6j=wk<^hUb&$UQw-|WS|2llon<V7tX
zfL1;=4Kgd3TC1h~U0Z{zac%3NrSSq&aYKEXA5Wvn@dDFxJ>t<jg;aqxbA3m<wt@^s
z-%k7SNHbE<lTS5=wV^bmr{JZd-Gyv^B~~sJ<_hex%@hNA3PqGVM&8{Q^<ejZqAUj$
zEKN|s`klHNRIq*zj-Y}i+4poRs9^oxFxwYYu!0H}1r@BIg4J5VGX7Ivo=Qe5$`sBv
z-aMVnE^GFDO`aObe1Fk!Vs@IaGH$w;suv3u;UssHU3gdsrP060^#<-GYdf}>_B|?0
z6~3mzCBjm5x{NyoQ)SIgLAC5V8JvP6<k{zC&2B-etrB8oUYT!zN9)_#vzshi*5Vix
zMo{u2f<c5|aEL}WjSU(kyMqr%5c25PhlK>$2pN4YC>F>pa_$3^t>hn>B&=YM`eZN4
ze96}AkZhM6-?)j)%Z1Nnds^Vox#UKE125ag?YGP@aM-|MuDN&3oi}-=Yua4b{ED(!
z^D8F#J-q+p?ccjk54SAU%7Lo0CA6&C7K{?eWzYJb3;<ncT)|(m?QjnDB=xF>2p|Rj
z(W$3onX(jl3xo@60AWGi4B@M-A$*BLn0sEu@D;)|H2}%MY?L!RB*^4)`eC)uU3SS2
z=VCvchsfDxN|FtfGv95BnD>N`@tE($;~LpSxdigb>>F<tFDA;~t<bN!94ozFi)(on
zpMh`3&Z=4k8%!9i?c6uxh8q@k%P#hG>*LBuPH^Ee1(#{;a@L%(Y4b|UsrqZZmR3wr
zXge1V%_|y`=SeBf8{i#2xEsdYIjv$+@yyb>bBoJo&7F%Uea<9D%p#2+mmXJ=%afd}
zp$)0BJle8W=uK}-k&UB=&Il>=K|cD{Pn9X@#`S1!ESKdeGCYZyw4x%^O6NT?z4Ta3
z9Uj}5D$7--r>7<+)2UyaHY%Pj)6s@<*%%Tw3hC_jIQr}?rnz?l`l`}o3i`v7LMpqF
zr%dmin4C#5>9SPzNFjxs7t+{zV`$^k(%gA;+cQF@^h*7E;gxzfVaQ|mW5|ckVhEpg
z`EzVAUXv#MB=qI4L`N%SD$;C{=F6joO+qheaP8lO42qp2E1--Q@E)Cp<FRXVFtewt
z)kfhj!sg^tCEtX;cm9qEI6O+XV1m4P_!{R{HYtPKM_bXyuS)u1u&+L_+T`B?ui?HV
z^pS?_dkNox!MU_>d!TR00z6iDB`{z805pGjInaD@2cF>Xci%PX**xkj;_9(Mc#W?`
zX<RN<4#ubM6l5H9c{KJlycK^eVrO8<ujMlS8o6|J5e7e{V1wDaB;A7Mpxu}X-!_(v
zDp@bK6Y}Wg*YPaAd<<3Y0dz6nI7-?Zc(v1e@qrvJRU`1u&o%_!<+go+Z%Yf4@$b!}
z58uF4Wuq{G?@f%uRUS=_z+H|;<$ej%xwL1$kR!qB(YNslxI2!fMN6MGh7|7xki6$z
z%*PR*oQuWRbdse@-<zimEP3%gOu*5&>7eu-d9?RW7(D$D-r%tn_$>GPn2%q5$*<U!
z+HREb9i2zHN2JHbQOr^HZESOWZD!N6t9y^J>Dd<O`vDtQf@ifhJj>rIs|K6=l@9|T
znN@^!kJZRhsCt5IEZz8#wC*@M{gE_e3_bBN`Z(C<xPSmYU-YMJ9NtQioS2$U4Yz?v
z_yqTVh8tLD91ZzgnjnuZeU8`Qul7L~yd<As&X)mHBpwgkRd$o^j-%&K1m3T{6kA}@
zN!G--DSM?QrlwHcp99N%+=%7MR%5wUr!a<p;i#|B$G<-|K>|58)+9{x_SYD~_r*Qm
z1XdrLD2wY62nq)IS^#oEzLrNpz82(b|4;L^n3ccRb(gg0bFFn<)jLYA+HH7Brj-XQ
z3R$6laI<<V3?%;u$&QfyLq(U?$=*_Lk#j@h1$iq&;);qH60&UQo@I)zJimYz)X8FH
z2U^tJx48oA&oFqCYpGI(ftavCc2*|)O44&rN_wvGAeOm4z2HsuQg;akw$4OZxI)r-
z)e1@HJ@K^c%!@kP;I^7=R|V66L$hrm`0`kVm^fCxXrnBHKP~CIH=U7gU1xR_-r@Z>
zlwb1f&}k#u>bg#us~a>>nLY%%FH@RXL#G}%s8v%-#T#W2TGsP>#h9zbMtbuZd6xLh
zRhdR$*$$IbQs~B4|4@Orew<t<6Mypvae~kNb@BG<ub&Xel`fR|s!tyxZ-!9ntN->O
zE$$_}PosJZ2SfbX3%(8g3Mi>mUP*PO@`JwmAKs^`zQREobrS|!ZpKyJWcmA4C&~{}
zRe$u2&O)DMfbf3v48qz1x;725p1NJ~_kC4=JxHSmW1wwFt5r%zVa!adQdxmjs(yK&
zyu&b$Z8!%0FdSEvbFfO~TUf<A3Vn`j^!<?CYL$JP3h2lmuuA2-^7mJHaodrLfj{Q9
zTE#scWA4T(Sqs@j3fy<)W8{zdxY}8OtE?qhChHjPx{A<uz6gCg$KxvNBY9`v+E@F~
z`afa~wD4#IZl0fjo4Y6CD*8dWm9mP3K~(pEd=_hBk{H}=D#hL1Wo%rT(8X7`FO$yP
zj!0GXGE5SE0>hdnvtg43D<v<N4<g$XVJ7`)N~@0>@OA;ss=>n1U*VZ1vrtM|U(4Sk
z=L}p`&kzpL=yF`umkaOF!kM@_K2tcPl2Ax7vxGu9;$N)OLXEZZdRjs9(!lO0y{mw7
z9tThw9&hPfaioCif53vCShm7h`5`Ll%vShOet?$G6H4g9JT!CX<J0Va5Xva#C;0>x
zpAy%vllPag<}UI5pX94#<atWIi=2O#mw0}kZ55=MAk746=6|6XS1X_3s!LCEXVDEU
z-k6~+(y6udw!IX}Wf&7wZCy`(PnFaEWV0wYsullixL>X>Qj1^zBJU@J&c`UsJ(nsk
z%M)1EpjvjXS}gfhzFQ_#ll`(hPgut8_3ZK|X=F8@c51(6LSl>R!5WyQn)Y3mr_1hB
zOCH8QsayPCbFRo^WiKlN{x4x09lIh=lWpNb+^-VccvT)Rm%Yyh4FcoCfG&jZQ5#>u
zn%AoZTj(=EahGhJTJkym;@1oQ=GO}ha)qqBELtgP0Z*y%ei2G>R!>E7H=nb+MsQP2
znL<iC?D3Iw_j*O3hqkREK&M{Tb!+i_{a1wlu|!3Y7-CUC?kC6S7t;8_3giL}R+Ne{
zLlkKOtxHjq)}|`<(YDh%EiJl5F@}!aqIgeyVwmD_89mZVv5PK_RFue(pi9x2ib4eo
zWRfORQA*{RiW2etOa;;mguaR+bgZx94zV#u5hsYHH!JR!5&oS(jXh1_^y?T!9%J-+
z+H6$Z!cqnTyVsvz8w5^k;HV_hre7u~x=;h|wB+jQR4NVIezak>qDB1{G|~=iA=$ri
z+G<PTev<8_5zPgPV!3RhlI|{243|w)GG#nLJw?e$c%oALtw_<E-%p#MNR!>9k;rh6
zriBc@nV^W3txyKYP_|sz%F+KY?JH9lBscWq6BVmuvQ2E{Alb8gRD$564W$abfJEQf
zAiM%-sVw35FYGgtg<~R~{$4IS$0;r(`!@E;KfE$UF<LHMZAEL7c|YE{jjzA3A2j&i
zdz=}q*{E`gBK%(x9F-O;3?5gv((=lwrNy^TX8LrZ2P$`Y>CCc8%{}RDb?hzE6ys^`
z9SXN4;2iq@?-in3m?=;Bj-;5`3f*=4sDcBp%|1HQW*-U10t5V8=S~gXKSS}Y`evl`
z11Wt~t*p3v{JZ4dR=ecPKzFQA$lrj4gOF)-a*(@=lqR01YDp6pKbxuOB^PG1k%OTD
zV^mM)cr4Pwtf!~Iq#G#&GR5&U4-~ET@0~T$A`RWcrP&|nv!^_8VvYhoC4MUWLhuX4
zPmP}jzcBp5@r%GO62B<?qVbCnPt55w^zXvUY*wCdev_(>L2TOtcTdyer^8Q=p8-E3
zekT0P_*w9?;%CFpj-LZRr+D`?*TqkS85B89YY_JHH)RM(>hY<C&57@9yM=G~RP|4`
z@V^!peD{X6+PxIhMQNmscRTVCCx|&8>ZBhEEc)7UmLjp+e7{UMN<t_7A##7HJwOAt
z8YhwG7hS1%QLpPJ6B`#QJ{G7dL%%|79IEP#%zdj)N!w28exs6VMLaczg@n?PD#b-=
zthU67hi|vsCeXH(=5#8VY)K$NW65M!@#I~l_mJxjOM;kvhb2*<d!|@QNcavSr)i2M
zmqy;BEs+&x)9gjsB1yu8FVdEZ6^pd1g;!=+;xVaDr>Fkq7UVOQTS~=CRob<JSW{s+
zAS3)cff|--C;Cr3Xf)T8{=W^k#}qy2r#Y4)+W(j$g*rX29i!~sE76lo1HKb%bmakU
zciPZLm#;|kBzmYcBHBhx+3=KCti)#N^qbR4(Vtm**Uq;fZnFv#IF4%LXvRa@Wbv(4
z?S{K2(r}5cZBWE9xU0nrRhD@&+OS=pPW?$6FGoTqlj6Op(Gea`$&YI%(!OwGDtYsx
z6!iLiz(RGZGmQ>Et%y^wGdGm`XKgWU`?I!`j^*M;zxypcXu~zFo|;S`(TFwLIBpwe
znce9kT4jP*`Ggj@Sn-f$a_u@iHtRuG7iwCk?ISj<(?%-j*nVRds@bURLnU@YB;EYB
zv6IxSddZ;|pLkMxI~)tfm^jh7!m>aRH$0=Y3LS|ww%PM~8^_Yol@=v^`ig|PBJzoT
z9I7%?6EjlM=-87XRtl@N7|4Cef>7OS{`<81HAQdaYMSDxe6!X=FP-gVp{-;wQq1$(
zd`jJ==tcM5ZZ4pvU5a%2>T&FkQ!`{%DtS?xKo{o##4rBY;-P!bMcK$%pj1-b>(~z)
z`{>3hGZWL2d($>|jFlc*Z86dN3ms$V>K1JX{klgnTzc)(eZn*8joS@l>5mPH(ezb?
zEuRYZDYDuAV>4uUGO2o-b{OqjYZ=dCe0H+FsW4LP^L9k0`i1w!G`g`g_bmltZFq!|
z_v5PZ2}2wuy{t_VoAxWhxE|O}nooX18&CD4!v8@{PdVdg_XmnZ`o{~F-z1VhywAT0
zIoU7YV!59jZ)!`#C2wj|1h&~c<o#3;OU2tPp%Rf}@1-^Og;C8;dkUTS1bpSler*L+
z_p$0})-HQ2?fp~{uV9JEv|$4_G;502-qt=Th^t>_%;D62o1X4DpdC&}{$>vGdoSqX
zxbOmc^gXRoT=t6P2{~nn1_++R*qumr-QUss4isKU+qx(%^x$qw6(#Rcg;Mc1im6QP
z{`bK>`?&2Aox2E9ZzzjUi|@T-xrvi{8vS??@NtbWDkNIx&HBN%6x#a}qie<lIMv^F
z(9%;P_^Lyec)6e6Q;4;ip`Xs03AE)^a|)e2WVt4hf5|ttSc;w$rl6CDEiPJj7+fst
zuw{z4?JI4nAbxp-!5mD$K(=F+9P+&7>P%U`VW;iQbSlNe$1JlIwBfWXjq1-}zrX;9
zqKI!@vAl_sdgUDndd8<yJ_LRBN=#2qCC^E-jrRViy_sTuLjWI4xF1!^l!(}W23p<L
zO=+V-xzfOz;|Rz7(j;Pk|2#PJHic5MlG=r?D>Un}_C~6FIQ&<MIu^w!lj!j?mR}i*
zPNO52wLK-2;i@~8>@=p(gWrSWa%?qS!QJYvt_-@MQ{E`C=VL>F)pI&!93A}u?94ON
zmd=|Jk_TJ^^9Hw`L=As7r;5oxS|$nNIzcDNN*#SE)8$g49HP8Nu6sf*_6*S_%NY0V
zCf@V2<t{<IrqOjg_XVrVrx&{@Gq}i9W%f?Y0N301t7Qn|pjPS;sq0VUH-x89><O^B
zi#IBJQS2q4rmPD%a$S_pK-*@U3XyCP6Rk_86;J64$Q_UAK6u6)PfeFC$>hFbNuguU
zn7h;BE0#o-aABo)uUM8)$)lPO>f1v(t$ifNrR(A_Yuqbp>oC7uMKeJ{TJknYrlwL|
zrm|ZrI$IZRmFTQC0%O7DQgG3V!dQ!o<`|PZ6%99?^BBS;LR(x4%BhLfCD7qgkPEKj
zMN4O0A3+=yZ3QAdPa7>%6Js4p?hw6>&c;~t#D1Nuf0m1<;{Di+qmq5$DlscTH%AaR
znXMg<(t#uF`SjQb;DE_7nq{*psqAo=m1=C(?v&fxm`~Am^dX_fMmLR8c4vB194+?%
zf557ZzVJYGyXeu4r{}Xli5&68qm`p1B23A_%qdItW9i2nWhM>GH^o!2%bHAYoQI<I
zg3Iccy-N>4HgYxU9=Fv)ae2y#Z0C%VrKM5sXuFN-Hfa@9lL3`7I#S=A4rgHfQ=729
zwU^FF?h}T5TGAQs`OsKUJ%5P-`B)GVvxwvc=sVS0SIC5FDi`(;x5=rg)WF*NZZ~u%
z$BlTY%tGaG28SZ*{+Dp%nJ{ttW)Y_0;<jo$uC_($<ESFenk){uRoPx~yJ4s83Pn#-
z-bhD(F{#DNsn&sh{vVxT?aueph79XoD(z)0p@SoJ?@?(fxJ60tz}DMW3U0xge5`99
zZbqNM7T%O;{g_Esu#Jzwl@|B4cBZ-o1{ED$V>eQd<<8FHqQ2Itf_TBpSP3Mnfs*oc
zIkY4XtmIUlPNksw_iSCLZlIM5(hxCwoKDi~x`{^yTkjGA(H%PW69jN{qAr4VkJoMM
zNUqNmy`ICYMWk7T9hEoJ9!F<y1HRu{q#R1)hg-*yEH%tRhlX3LDC-(>IlRAxPj4Sv
zfU$Fl*5_N}$g7NySi6`sT~{DTY~59^lh6UpJCkz8S>q{duE9eK%R$xa3#}!u6j@>K
zB#j5e>%Xy?Y1XaQ!CV?&t<V+I#94r9!z|ruLA-T#Gw-gMXw9Xwb8strt`2t2*?GFR
zWrTlW=lm>Ji&2xTWw6E8hIAF{?$Uvm$4vPz5dPJBbcLd_?mrWXO@FZ7$jlWDZQZPF
zVrF8z`2It>aenZ5?*#YcMhmXGQ{$c13Dj=^_VoG%R=92NwZSKOmvsl-v|LxhY(O17
zcQ;^DdY{cg4QG{RYN&xhdgW1F*MNrOY3XWKbJCjo;)s(1e`-RFu0~Qam%XeUNhLoS
z6yk_QR%kej7c=gQ<t9^Pm9<o?tg<Q;wD@t|u8!QqOm%^>A5Z;P>ypH8_Ou(&%pMnO
zR#=~sNs4&%b2^FaxgvgarS*O)c^>fF$Nu43#g^ItpWs>rntmm)azsQI>a$rlR{~7r
zX=7*V_c*u+Q@%@Y)u)MQ9TY^(YCnW@^u%|@II3J@jSuMEF}V?l*lyJ+#mj4~>*RFq
zM<Zn0$4agWMpD$vx>q|AjEoo5?9h!9WnU`Q|A}>zvlYY(b^8(>Jz(fYhrd%M)3P_<
z>frht?)nLRohg&NeC!)AY3_LogkD#VEh}upKite|c*zRC?S7qxS=ZQn{-#Re#rL_u
zi_ZZZOJ0(Av7TN(WQnD!X%X@2=Hr*N?GUsZ)+f5&)kVm}#P^!{L-|4Ic6$zjKe!I*
zrpu{%w5>C_DkJ(ZWjm72?Xq?#gxN;D_jPdFmwyGfWwKhCl9-b0k<92vK7i8JV75Ty
zegGES{Sq7VAtdB!cEvm=s@~~|DM<T+`fa6Mmw~Tq@7l-E`oHK@boYV?41dj;Po1tp
z5r9C=r}wWyD?Gao3qrZG(~OU?05g|Y4N`ewQd$dXz*i0%J@JWdiNxJ^3##^UcM+ts
z775TyL3f>Q;pBV8+288Gw(HJ-V&JBlL=*l3<nH;4wU`_qfg@CXWChE%e&VMBJ&pg=
z>ZQ$};#S0G*0lmHz6fTGqm&xadO=qvW9<%Q9&Fdk{;DgGOwOGS)rIznH?H-%&Oy9!
zLv!;FR)pxePYIoV-M8u42<}fxp+?rn4VJ9)ezlio%Jr?xOV(=UyXov^0<E|JuwA?W
z2`F5$r_;kt*54>P-_e<(R~oe9?u*u21*YImrp12+{2KpiT`i}|rFN*sYCYf5QPdQs
z7dw(^ur1BDCLR9OihScfsuYTe)ECmczN(>2gDavzH=)nJdy^A0(xlzH>5|nz`z~3F
z#8+=twbxqY{!^F67B4AxRaQOxc-(7R;{Ys~3C}q<TK7xP9^usYWb8YQ>fCxLU{0u*
zoRJ5bT_u=vZr<D%!j5PU95aSo%bkhT_%2xccj2}#B-Vanlrff$9t38O7UGmKczY^u
zipyj5eFbq}luZ(WI=U8Z%ca~HTdBCas~&z7L2m)-^tQefy$RfArrr`GHE~?IC%e*;
zxk%NGMfo}!WlY~zBzqDwXj@9SjSlzFBa>^XKA$$;s+vo&uQ>|jDH*-UeHQsLRx?yr
z7@gy&V1g>0`N-nwd$TP`)K2`*Fc;ZJAJ6Q3wYWG_KijXC^G?Yv!{kF$A7BVBSPxa%
zm>(q$$X3VOxD19zc9u#>jtW(mW<M-kV}U*;uMi_ij^<9u;C!UJ?SO<mxW&5C6P2nP
zsi8kM1l(e2Vp9(rB=hc`3~}5eb}7;3rBO*h+?FKUTDdqX)z<mH;BVE9m1V;0St~f`
z#dN^@(H**YI+t!sqL)&_EtEAv@3+nWbdRc?wmEZ$iQatu(|%~z6zZF`?%ssf0~9qx
zf^Hhk8t-RFppatbHbIus*RX#Mj|UNPry^HtT<S>p%b?eY*!v`iO~aaZeBub~_^J^A
z+}Vlxb#jr(*A55VOs}no;ve^O89MQ}s<&kQ*5?9rvj>M*=(k*(-+t-0x}6e^ID^kA
zwqZN|jG)0y6Kq+229HjO*>L^aH4i}Kto@65fRk{CF}?N=`Z%su!?r~DuM~h}P7Fv2
zn}W7(QgxxlWwwfDR|Z`Fcj5u2DZ-tRE~51w%$mFO*pI?pW&<VMVH-x?4-Fx7_HI3F
zn}zyWNU*ro*@a48R>4or9EGlOTZb}wCMTi0<STk5_JVtGp$d-qd-XSy=QU@6BGHqP
zD)}wSUsV~Hza4gcS|lt=X4mg~O@*^3Oi1KZ+Ei4%6QY5K1`gk+hiifP{ip9z8JR)^
zLv*()jrJ{t2zh(AYB=3G$2Lx^eZAd`hGXsM0hJ$XQHyPJ{aE9jE&ktzmGE^Sx;BBf
ztkRcIRIQ$yP4Cj`KY|{(#T0cPb~7v{uAG|a=B2hl%@W$mn)s}JuuRu3wQZ5;<ML7<
zD*8>Ef+17fcE1fa(fKtDk30<5bFJP>i`N2$jcfISB9KhzUaucVuDhHjI`W$#lq&Ng
zW2kbYzGp`Y0fx?Pb6k1k-Rn?N@s|L4bT4B(U46~jL!Qw)kydO*C~jg6*e!gA<LUe3
zpfBbhru8R)%@1C*<<Zrr^(xw^LS)DJjJ`^88(urvUe*LmU8ck9ZQUecUbxmKDNv=7
zSzB{X<=34ask8ZYr*m~S?lMd#?*>~B?lYvE4S40o9pL3K8Pa)^D+1tLsjStR*1n?u
zLZY?g7?4cOPpVit_@qruvtNgO_2^Hk&SJt-wk$!M`7~o>pg29f@C+otm1n@nil4R3
zQHWpc)psl-V|o;T3U%oU0L{oonUR^8k|CJ}$KQZ_Myv|Xvo}F9uU!QNae`{x3W9p@
z8Xn=^vXO7;lXeUUQMb=}6X7hY@GJ2XcLR)^I^Z7bOWqIk-Kd7_9*X=BifG>tK_X9l
z2om9DT5^M}dov}Z5o<D-i=YONz$l?Nc^`>%BlA`lCc<5IO%NMCWmEv^I+?tm>r0zm
zUDZp&bd>mxZIBrKh5k9Y2p8GAJl5GwtUF}88>YfxTgSU*VfKPSe1p)sIyS@)+7Dtw
zMlm3drH!3KaQ+PrhT3lde7IsI+l{t<U{gve($NnfuA9Eq7m1&A4QZz~D?&C;^Fu%C
z6gD=OCb;s)IKD^=Y3(jg{z}^Wpxca)mN+ylVl;jASCL)7_P=zKX~H0Y1JbrfSSm+^
z4-IIj|F&6HpFaccmh~OB_~y%yCnBKS@msvp1#EF~5Fp6o5bs`q8VL#AUXX!jNE<eT
zws=FjwF>8D#hRerdqZ#rq6CEh$W`zME|eR`g!n_CEQr4<+TLPwu}1SYPDd+&i|JLB
z_S$CI97`nyA<$a&1_cw&sk|w^E7%c3EtlH^{9?1h?xo8Ld#N~4X@?btFhdurvKx3n
zze7W&jB&`Eh9a6>3aCEnG!#<aLmCVH8fNFg(-1mT7Sc{_k=s`_mH1wkpCa}#+9lx$
zFBIzxXz6|Fh|zwdq@{08H1wpS7JG^4vDy)>=HB$IWP=~D+?&ptoF^krol1M=g}7<v
zypRy83%59Ey&aH~l*<&ucE*!CQ`7vAOwo~Q=r4#9(+m>d(9_y<gO|>y8%jlQh5>HH
zQ8(H<+%phxE5_5HOOcs0A<kYXo~~*ygJlUnm&C?Y`+C3neKHlcR6qxT;+6{kdsd+}
zg%*!AB#4_w8sIuP*4th}eX|Xds4m+8C(39;F_n(SSMTg&hwEgbmjQ&U6KiuBKyn#C
z@(l2HpC4m*S0-*5Xa@&{k2_J^QfR0YMCW)z$8%6Fjpo^-dP_<|%#&c5T*td<ID`h$
zM27NE5ss~9rjk$^W20S9g%}Aju|m4b6*Yvw849TDGa>1c6YC_q;$f*2eiqzLJD&|1
zAo1fR&xI6Afv2+PLo#d2u=%@e3Q3bz{&G_Yk3~U#CMWhzr^de``t@)QXc@t$@l^Q&
z2Ifuzm2B|Z*D$YF2pxX$KOm4x^yqEC8Yhq|x7z3XF<U<ebihLy{5D7G)MC8Fy19lD
z@!DL5*~Ixk>Yqx1UanqVE49NtP===aZw@0hHiQiFo3Pb?bKp=3+LHCUWUt9g(G4L3
z>B#MNocL$y9Y5Y~Z>4E&m}G~hdE&0-tzln?tx>TMTjS_L10qj{XLLNRAbK=T@}j+8
zZSbpuYY(*-v`ldqPb@P8)b+&+0X!+dksrl1K@Z)0j~(6|mYTJWUAgzV5UN{bmuxL)
zCMmUxT61*P;(X`Smk1IkJZ9)Y1CF~gY2k4uS(&-jIL47mO^+Eai|2fX72KI-pk>we
z9Qv{vyu9DNb`STcbvU2laa-4!kdY({b)a6|nUE1II+{;=zrz(0kH#@Y!$O<B4{2(j
zf0FU?S^~R)_4*Iyn2!@TKhO3D^V#ACb}RF@RBkrhPv;5zJLhr6zqx+bbSWg3mb_?a
zoo&?I*TTuGwis%q-N=)Twr(|a=SD2cH4@P}B#8HHYi8f0*4c+sRW6L!@a@=_726HR
zcxq9H!`834^`NMy?MfPPZ<JqsI~5Yzi%z@-R=~5^c7=u-CH^x1zNlV)Hm1Q49<4v}
zES^24359!eH~3AA4>9`1&)M}-JbYj{#=$XGNRRypEUkN;?f*!1C_NbwI<<ZH@`M^M
ziCf<_z%S-LXecEi+?YvdLr-Piu<%#yJp*x~0k+Tr$pN$G)qu>c-N{G;v1?p33)>c-
zR}S}dQPb+EI6?xLnQE3hJBc|*4GRQu@9RvB;f}AXdmxN+_G0UA+Y2>D9QCF>$)Ef3
z!e@p%p^d*|?|4~)paxQmx**1}=(vHq9#MJsfL%qaHvxCZI4GiwWME?J3E+;G9|;4r
zDCHpFzsZ9edvGOAN(pVJTFJ!pZ}jLnL=+LK)=*@>&<j#3QgZ*$B-;6@-5<)rkk+BB
z&+Ye9<9R~~4Y*+NTSj$FhSru5nmw710BYlLyMm6s9@T|h$L&0k0PeRFKow&{ETcd~
z3tq_E8k>=^<`j_e<0&9x^jCJI$mV|gU*O@)Uz6Ys9Z5?rOPVCoK5|3h*83j7eKj|9
zh?FGo?)Ua2@xHwFLRbX8X3E*dhJ{`dieNI!!^0Ne%h-8|ly28}JgT)_!<sEFT?lrx
zDJv4sAuN(gvwnkoKx`zF`bQZh=NW<|`^BSC#!G%ieou^X80R=jerT6gT(wKbaKwkN
z+EY1WhmtNh`cT$Jy^-ovVWAW~BUDQ{GDnY&biO>MfU7A5hHh!Gvw#}p4h4NY6Z@8@
z+%BsCFDWZ_=F6FT{?zSJwpAs-_EiPmD;H5cW$%<kr0QHeYqHW-rNcl+%*OHbLuDw+
z=ae|(X|c+YOwY^?O_MwXSyrQpZl8lDmoZ1JMp%X{dA9G|P&1P@MO69>RHR?$hME{|
zbH&Hzg~qhcfxvyFV)CUZw?N)%Q@mKLcf=vXvAfal#EGs7^*eFu{utUi$?~|-AtirN
z<$c%=l?gyA6W~(wNCJClX3ny^k`k0?cJQ=4Jw+rMM{)n!<(|eQfgril#F8ZA1V7df
z+8jA#wL411MRo^bln98WQI6Yjp(8QM+-dNi717f*q2u{E0lIHRC=0`)Z_s0*LnYis
z_(J^wlyzN!r5_@rZ=ro=WIJcwi000yXpXe8G-g#O3gJ8jcc{J=n5&e#5eVq!ND`0L
zhPF2oihDvYq&px$4n}I|o{a&fw(iN$p0qd3!I@e*VTfPRI-l;~z6TF&%|IV0Go7-Y
z3H9qrJc@R-mqW6jc@Pb)o>F=x@ArEhfW%%7MQ!KkuH;<}zZ}<B5jD%<v9j81V|Vf4
zY-1lme7%n&Ab2kKb$BWJCLnF=O+cEMo#p6wX9Rb6E-5hj<0}mV9Xv=7LN(h%+i5X#
zAbTevkptP?8Zo@gD8;qlp`2uF6(l&C?eG)A^jrzFskHo!P`_saF@q9jIj7QvJV%`5
zl7K8nPHUc{2XXB+XAG{Oz4oH$V>mG2nrgg}(*QKsBtb+_7}_iMTsBNMdMRdxu~eKs
z&Vdk&`quvfBs<ME7E<m=<ZRzFK?0(R8jrLSh~kPVj;H;Ou#&>)7B?iaMW(Us%k-Z`
zCm68U4l62ml!!aa9WbcApXr!H>nou^H#}er<q?;y6<`xlvmB)~dls&a&2qfYMnJ?c
ztEu5<2mI^z8gJsRNrHpkEH0kyun6Lx=diuV&FX~@7>CojpA8`au`$mP5F7IxN{F8Y
zjt<vZ>;GtuuRV#>+{p8xD5`WfxHMAoY;^W~s6jH2@4pZ_j1Dh!6p95+?G?jZ(WzYr
zw?9jcq-&SJ5}0K`Sqq|*=)i*xDdid?{MNyvm%*Gl{2N%``E}T*-~*|vYSh4nKQ-RN
zS}l?~O}fcYg|KTX)h~=zP~9@eW6h>QXFBu<*a!=ez*K-&a>J9x03&F83fmXyyQSiv
zRyd}}#Y@i_JC+gfKnTk;joNJV&;a(2{V1~SpV(|n7T=Cgw^xVc2M_9>bi|1+(YVm>
z6*&4DgCsjzge%TlC-}XRj&KG2_zai=yprj3#I6RHZ9Zyn*slJa>ciU7=10b(i5h1_
zT4=^|4r-2SbgtcmtdN>D(MriKfENv5oxPWVm7h0Q(^)-|s^;jRbnOFd$G_;9sSt7M
zD3NRTI9K$t1KNGv0b|E&_dFzcL`2l-)g-l)8A3CY)lh#~xO>m55QMW8o$M6;nnOqK
z*BppFc`%MYwmwDex5sLBVuIVhf*x~ss@g~&9EO~=q^T?ECl9RVsC3K+_fwuCwRd7V
z?K>~nsqU!JAZ1xE%}{4jzt<gwG_;pGjpaheQ_gIpOFQ;BR3z(-J|2Kc@g$~YQt}h<
zN*?d6?!gSf0$QGlSKw~Jy&nRZa4%W$7egG2r39)U`l#ENKt;^nqaz2w-?%HO-$BO!
zZuwy|u+D&joGCT=K^5=tz&6<Yl|+bXC|P1mkTP0u<#)RBWER%sraBMd7aqlKk-V&@
zB|(ggm{ICDap!3xJlPY^u${uaQpiforSsomlX$;3;`jrS5Cg{_Zu-LU2jodKb?_$f
zYsWaP5gD$d%6G!`%n_K65@{<c!)#P>5?TpUgem_vpn^weq9*{~T)#au0l4MoSUicT
zOij)K*W5Hw-IFf<3>k%dw>9iYQ3$!dh@RRm%UqoOqodL<o}3C(PeOn!lUxeyA08lU
zRG1PdLTM@yE0iV(rL`(kph^%mRH_T8>TW1O9JUpIb#RZLnUc>%!@0)@9=^X~g2S(r
z;N~;&8`SS-hu_Tyfd$ijlHDxE|DB1c>@ZV6Of3sHdFgn#sZ{JAVS+on@0E@hOAOe`
z-Z+4VEG}lB->fykK4%AnDz&DY#a9=%n_WV2x-5E?F|ZsUf#OALxU(DgP4%XxW$LcY
zPV(MV<u-Mv=vb4Vb3PvF<d#EkYKU?+CoiXvD<ww3yILYT&3$n!7?vtEUC~Y`zU;6j
zqQN;*40y>3P{NlnPNZ+SyD<QBO{ydg0Nxe{0BiJ4BwQp<cXh5!H1(y1Q7-2ziKgv5
zPMIivW_98S$tb(C<9R3B*oxG|%wDwOEwzoj4jf2bTc_4a+%au~I$g3e&TRl?@I<Yv
zE+<a^uoA5!+)e|Px}D=`>XYj6(i4-NF(V`j(mf5jfor9JK71O_mbqa`UhV8m5+8d;
z-Cm1>i@>8E9B^bTjrzW%=Es}ksbsr4QT$@CsfRy#{fNieDhr9V*s-oOx;7L<1+ya+
zVIGH`rlvYgOg{4b3mm{3W@;6#W6cC=k%vtwG4XUQ&FN380diw$%W%^QVrTEj@tV4e
zxIDu-7^m<?G7QiD8}e#i?Cl)JH9acN2AU6Nn`XjQ{w|!wm3gKPw-@=T)a7rf`FWrM
zd0Kierb64ON4`l<1M*EMH}dv>LQj{dB*z(7tG24C{+Rl_<iTpnj_FB#%1m6dgSR}#
z={NR@b0nzabh#IO9O_kGiM9}9{sg7nE=<C4URdR+l=ZQ?TZ@L5!P}BTf&<Y0D06+D
zGv}2t&TGOe`A&(1P{yJFBvw=4#JTh7rhW<$IZGX{%?0FnlEkBSeGUEKC7gw$yNY8x
zk~cT%G}Ir+cob1M4fw;`;y=^4^ILU4rZ|j~(vnu6!L#tH6pESOwVMohBqO=XR0$>U
zUX$Mwa<l^56Pk1i_5URx#W~E+%?iLgrxJMJP7qun1bZJM+T01knp~9ko9*=bK<xLM
zxDSNF?>Fry_`EvT{voE1nDl^Y9e0E1>GENxh8E9r_LqF_J>~-mkIZ+b%jwWEQ-|6w
z&E730q-DwQC~QzW=-hHsKb~T$OiRoF1LHaDe^O|q^kGFN65%DER_}Y9Iw{wss>YNg
z{!OWAuL{oHxUO}kcuoUrV>A~f>!$IMm?Rqc5aatiUwxga*^9fEX0JE#69{RvcNxGO
zuxZG<BBr%b!`swU2b{RrIRxBRQo;t4->OMi?v#8|*5#l8(OSbufXn=%70z7RyaLdV
zc+9y*PBky!=zsDiQy-QD+@YBP%(7uIBstEz`{l(OdiY^9eQCtw*wSxyZZ~9+D0GRu
zJHZb4sk&=VIs<Xf#uu=!xw6XDqUdLx_oF5ulp$d^Q-+dXH%+2t&x3_?U}*N3xB_IM
zl5H^qn-w4<Wo2l77yM*xiNQcCdZ(4~er>M_huJ6DEws0{W*}XA!TE{UxR1;1t<K3*
z`KGBQw<zW&O@Wy7mgzY;9og>e&^^y!ecJ(35v?4k87gU_69;Kf8yx<0S&9c~=wZ&<
zgW&5plv_X_4c2h6i;Ct$G$^CZl8kCzb;6(-s#(L#`yzVa7R_*WE+LL(<Rw$#Fb$F}
z{034y?LBN#iMrvM_DW{%rfS+9rV#6o#MlH$G&JUG5~=tdr(ZO%+l1SQP&6Nszpy(@
zDfNMMA)W4k)1OsSRj2`nIu2^!_G{&P&Xyo7MZf24EvQ+Ovo9{JT_+g=nf}F2%hxu7
z7Fh@c=}D=tG@5V}`?mL+X=n9e(9VyCK|7<5I0MIZykD6@sOkgM-Ef`hSOQ|HHE(<e
zq?Rp+v{Uj&;7dq@A4@M!2GY1s_VP!-&HOuna^SFl229bQ=r}*9laZK?L<gk0+NkO*
z@Xpd?>6NLP46=R-+M746-L%JYNT~8oO`HhY3pf_4euE*x(+$`iDTm~R1-L3XgDP|t
zmrU<b@^{X6>DTX^B}#Ub!A0&LoP{c|H&&30T}yhh^#?$A(GSkm!Vb5&S@RXl(0m0m
zG~e^i5SeIIn3Lr+D#YC3G{j`GB0Vw9L++oQ9!U%=`q`O8^q?k%Npbv9zlQ)sZl7l+
zC#I)M%I#SV)Hf)%W9f}Q0XaNTb@9WRV&)->r;2cMGTpIElgiFZ#nWZhjD18iQ7SOw
zO@SBnM1(nn)XPC-C^}Op?qA++{BYVTv6z|WrJ-4?HRmO%Q?mx-6&~X9yV==@R+Lq2
z!LfW!R98Y>exmZ4JGDwxqbiN7SsuZ7v2^;K3dY(JheT?52L0$TqcRvHE9hZes6Ncq
zqjn5DOSp&=Gs9gQq4-9)0tmK7xx7>!<$}%|<?72#8`N3t<Qhnoapt!>GEl;3iXUt5
z+ufWj&UvBTVCKU8NM{#6X{Z+Wx?TPJXMc{Olk*qp)FvPDhBlcl^~R~1eHu$To!q7I
z2Qg47!he#ps*ky~y9CVy>9j*uHy6s!^zPJ!uHES3)<iGz_UWXgusBy&&Z}762;L>4
z>m300W=1(&z-{jC8X+lM<^4fEhx?nS$;G53SI29;h!*8jrN^b9_yZsn9!flU03wJN
zQNkX-nH`0&(rfQ&+JD0BG94Xj?k0JtzQ5T84;3`14AvRPA<kW!O=CJCpvAH-yXTt&
z@?n6>pQ+tA&g`PY1!l=T&(+(L<IHZ})yh;4^o5DX2D*?$9I()FUVbnXrjo&~8RDVA
zu2kWbq0PIv|1H?XHMd|FU%J&S8R%W8ag?hMv(P(Swc^!)mXw+OW=3UJxRQ>PnY&27
zsjM9An#}Kk36wc1qQ9}LKsl>OO7glAsZ5Np&;qY(2{ko^hEVodP5T^DQq;9(mN^h=
z!ewjL(iDpTQQaK#A0?x1bTLrDPNh(EiA$2w2sNeAqIu?S&7r1Vtl3>UrSio*b4&hf
zj)<(+Yr-nG*(^5QX^!T;k;yc1GN9ft*@e7e<`(JjGd|o_{zGWk2x5^Dx=;lUK3pA^
z!h)pvwHov@i9r1;0QC<w=;wkYH4%j;_!+iy6)xudg~2yCJZu!3q=?KBVZ$ZeYkegi
z(>&D4Ux(t!$gt6p2$>%h#w${wVpVilHajp;D2B#_wO8$8JWIqmwpc+d@tM8g5i8B5
z(h<cv>V%jfD?b$F3JXNW8Lzrl?dl=+xYs4+Vx>^cAAvq@2I7kIIS~ekL?OMXzDt;2
zWPmB{7Z=^nh=X&YT@Sc&QERL-B|qruC!*lkbOpgd1=}MbEK|(dVE(|LX5Z&Y^PMfF
zCua8y^Ov5mJ#FsL(i46&F`i|D7qK!E<0Y6kriQ`6z7|38o1Zf$5{d~~Xwgbn;QUs4
zSUVl;Twoj>7zQ!>bBIQ4Sl=u#nqCL&xsqGD(Y2S{PeLZ(3_2`85kdeg3WpD0HMh>=
zL9-_-_5@EY3nNOW&WDCwf9f24;*r<Pa3qH9Y8DDv&$)7G&2GqpE4$5W<RVPKj-?nT
zWVt+e#T%9(={z}af@0?9f-(ZGy?9khY9=F)6^j93dwl@HNAlVWVT3R)qo5ng>O(Wt
zh$XvRH~T{vm9Gaxa=5XNG=%#;p7;O&=5CM69{{3A;Pm_UTz?5jW4_hVOpxN<eQyuz
z#w$$tgWr<^`yGLAoIE+%DNd~Th{1cq8*J+b+<M(;(UdSJC4XvGvoc$ygyLFVa0tbW
zQWbFUbv*d}0o-KzwSsMIR+gvnB#sB8hL*Lq5hscw4uO~WD#O(ONvciFC$3Fg1|u`(
zbC=(fH|ukkKW!uV3-kfJ>9pnoBr(sA-O~hF-5gnLxP+}=*(mp?*RZCfL?X$cn1Ohb
zloPw<UToyBpBP~Ko%92CG97LN*H1p>s#J(5Q`Yf7#JPq%r6&yzBX%6kiqhBSDyrEK
z8A3CchfQl&^hV0<t5k!%z$vX3i$g3pX2#EqH-(_uk`!mtSdfUOu^>x;RT9hj1pws<
zE)6DaAP~!gYOGCJ;TDBd`K@j(%;S5)EsrsE1^MrFfz8P^MAj6KMp&K{#2J^G`SSCZ
z!3-{41|TO~aUsQ$9SZMo@yR_05ps7Dy}Su50Jbas?(|3maLyZ1e9rSB<YLzsz;<Cb
z70_2NgrRB}3yJqvx;;!yvC=Z7yF05*F`iC6i^6b;DmVVz8_Q4bx)qOopu&8ow}uUq
zc+I*HcapfHzTILn;GK|s*TuWTnz#iej*7ELF`;y-)4Tn<eZ3xUhG>C@N(|`Z%%s8K
z_Ggnt-=xKc_HTED5qens=`>&~8LZiZ={SCmHL7*yh$zwthh3J{4er6iK1*zF{4H;r
zyHxD!v1BU5a<{u<5yZGP7(@XT9|quMy-`P#pWrF);`Z<M*N?P!w{u5bR<he4Remwa
zEgh<aGij(r@_KSV9UoGk;+{xRsqPZ7GSv-d-TE~5B#IagGT<7-UFmLrv~ueRi&T0E
z!AcX=kFX4)nh_uZge|SCIaG>WMvb&=ZFbeEX;v?H|K`K6Jcvn+Uxy8%s!^6t#GFhH
z@U4hZJ=({eLnr$H-~;-)kzeB-W9e`|1J9JaG8R?vUO5+*+<8@qRQ3OcK+)-7(coaw
z;5NmYIadl64fg-#(Ep)AcCcu0uxRj@qU?dO!J@%_4J24J7{$wiMT3Jyga7rPLg3Oh
zSTy*$KRFRB8XPPd94s0fEE@c8|7{s0UtXbL(coEg=i*OK{S#}2CwByk1{Zq(o(%T4
zaI^pSzoPd~z{nDx;9U$B4GtC!{<r_yhlr3|uxKy^iw2{7U9f0yuxRlA>Cfc_iv~-7
zPgDAfge>bNSTwl$YrU3MOu=7>^X$-RBZ_C1&YfHQuN~FFqQSwU!T;mm<>bz&V9{Xw
z1>fuc25PWqaIk1_>px-}EE*gv8XPPdT;v_XlX8PagQWz!V9{XwEwW(I;QvJlXGi5I
zSTs0TG?@Lh=U~y`f7gcPS>?f^!R+smcX)zmuxKzp(1!~B!J@$fwi+jq=l|rL3>FRM
z$?L(Q!NH=z+5_}|BOK;!3l<Fy77eCg(coaw;9$|<_UGaF&zuH}1_z4<qpn=AXmGG-
zu>Y@W1d9d-iv|aa1_z4<2a5&=iw0lR>;84#OR#7#>S6?o2D?M_!J@$wEE-JSVA0@U
z(O|1i$;%8<uxRlAl3dKsl?96iqnvZFXz+*sRt$uKMT7svS<PV4;0`XZ$4+hriw0A$
zXfUhcoKC@_!NH=z6f7Ftrs!L+XmGG-aIk1F1&apjexqQ~;9$|<VA0@U(O`ekVEL*C
z!zgN+Rxf-+F|!pqYWTZcuT;#NykH*XE*5mQ=pIv@)3>Q^xM6<T<f)O1R>n<@p0ILi
zrwJ?LrhBP+v0xFlNDtO87UGPL|I>lRwC_=2s%%(aUv*d)%BmLBbY`GCRu&rK8{pCU
zw)X5MQ-)CEAa`e~FH=OzWFh2vM9@nkR}XRzmO1$C1d|3Oj+d$C&YLuO&YYDG&7bO+
z`XF8p<GT!YFO=o>6*mlaH^^kOLd4r|aqkvPrm6GhRnF~`lvFvna&BVfUGt{Ssz{tQ
zXA1Qn?!Lu+W8m(j(s`xx=9Jz(WAdEDX_M#O!G<JFnsqy^9q#^%A!6Fh(kYX13aE6_
zw2CP!mnq7pRm@mPRU_PkBEl!nESo&3n2(rC4I|u(Wy3-!Yoxn>_%OWd=($s)7p<JW
MU3_??yHNQ50FZ#({r~^~

delta 2268
zcmZXVe{54#6vubZ>%Cpapxe3v4p=)Gp|oB1=7cgfsn98dItC>CP;>)a;jyrvEsQ}H
znP!fk3bc4NDjGsUqA?LBzKx6@f{7p?f;vUbHc=4J1TadBe=Od6-z$C5CEqODIq%%}
z`JQvn`}@op^z$2?2yemri0?3Nanq@8u*ObL{{=nQeW+v!vQ(p#6va{ZETVZT_E76W
zk_w?!^d}F@gOC#I7?Dpe^-Ae6wbX&y=t?(aQ|mElGTIRPB#=)B10(|?h~5hjN4HXD
zlh9s~6Wbk-(W@+_0Bw%l3D|i~<`U8hp*B`BNKc-Sa!?;nb!s(wMGZTZmy+D>*|QG6
zhrZ!a8-1$;N=fJi_KH`!D}E;nP=i`khDI$wH+Vdc4$UX2^lpgckS7pNqOu$8=y5vG
zFXy03Jf{rxYX7XF_f$ziBk2SWbXx2nz-{mV+=8;`kO!WEvG9PKR(rt#GEmfqZ5nw2
z-R%b*-3<a=wH82W8q5`GLG&cgC_s<U6Mpa_H_a?#Aj5uG4duMDh7VDo9sROH<8Ky)
z1pfr;DuETS3u5xPN^|8rU|8GfKnZ*g`^6(Jjdy_-V8s)>&?Vwdnh_*sx}u6?qh@}%
z9ck#W%mDUz83Vg)1pC4Oc3ubD{1~jYz-=AuR{;iJ0eyN7xY2n7S*L-_E*Z$OByN$`
zS@m=UOx<hWS3HSL9s6mIyA-St2I!MC+8rFqqb~gc&Njpx?lcI9S~_x{#G@3QkZh8x
zPHQr_M1~PME0LjN-!akUJ<_L^21&Ghos?`j{AuE|9)f>NiJp64o0M!fye!c@ewe7W
z=_LW<P<I}aegill@`CV=Nb$lBDRwtt=ZCk!NSy5S1*0G5jD7@8N;f{pM(DqGTo-nv
zR@yKFz9y-!)SKE5z<r|^10s|l)x8+}pBLv68M+tm6E$`O&qS${Ou~$b)Tv@GzxNjS
zkf<3S;XXh`^y0^O5h~-cg8Ug;W)b_few8wFC-TKR;~jC)JpKoJ#Uk3Q;;C?iXlC}1
zgqi7dQV({Z+SmH9zBpFWjvo9dRGYM$)8B)qNT{8~%h4tt%BR*KdzaNF=4CdjrkQ@C
zU!DuRs(yJ6nG7R#P}I^#?6cz-x#5(F&r@pU6+T?YO{(K2u9<A#XU-LKXBfQ8qL4mc
zl9^}oBOhF;V<K*xu7g@!_j8(A-Qy=U5)7N@A2Y~YuwXu2UW*wEe}_$KODUNyp<&IU
zQnO~!Y;)408n!*@Gt<~5;j0yVI5~01quvdWqX6?TpUEK15kW5$W9|=lFyE^iVKFb4
zSS&c{4O;;0`O#vps`cgMs06#PcGZ@1*zM}Z3Nl}U{o)zT26L^5U|Phsy}nAJOC%V4
zfMz{GH=@x@|EeN4EEhHI^TG!4L9swohu&m>rVEJ!ZVD=GvBGsD_ci|BPPJkY@k@Y+
z20yI9J8rWxc9KZ6Hr&z@-&P0gUWd?nC0E(Xkgn;L>`hvNJakLHtbb};L@cB(_Nieq
zGo><Fn9`U=Fr_n%WE#a}Wy)a6WXfW)sq)h7=kG%~(Oi6;do`=;R;8V3G}9QSu}lv!
z<uHw78qYL=DVNE?<YdZIZ&f~g@7u9WBeaoB-YKyV7xOosA~wDG%Q5^6V(bT+$>Vv+
zO%Du9^h<9?nkzY9!s@NUL*435k{mI3Q5cdN>qXhL#?L->`$g0X+liPl7H5@hwD_v5
zfX$`8eN{dMaEGWhKgxZ`=~SZ8rpS!K!q(PSUsGFDX>9N{wyY_v4R0uH3O7Y)@qj#M
z%=koBw6Sqr#J4saUCp!Tn*;LK*7R`ws&H-1+WM7i!jbqk+Bql(>34(jW;jde;vqSZ
WewL)9%#SD;?eV%I_1z(P8TuFY+ssY?

diff --git a/docs/build/doctrees/examples/notebook_HRD.doctree b/docs/build/doctrees/examples/notebook_HRD.doctree
index 282fb895e389b41478d190cd84a43128290474b8..78910a4f6de5fb84a3b658ba15c747e2ef242b4d 100644
GIT binary patch
delta 12687
zcmd5@dq7mx)_3iBGrWd3qw+L?R0L5|@%_ls03j>8K5!HiMwAiItEGaLSza=5quXm;
zeBMfXh>kXye5RF;GEvEHUbE6Pt$g=&Gc)Dx$C=^GIV67l_4yBT)?Rz<{adfI*51de
zXN<>AnY0zU6+O0Ur={Q@JNawtp-mfnC$Vip+zi|F{J1_baT&R(ah-i)=)X9Jt%MTG
z@=J0(gSb4o0cUny8J9cTR#Ir2RFt1PW7hOZ`6YB}iqHI-0>k*4g8pOvtk{l!Aa-%h
z!kYOti3Pd>eL=K+4zBJLjH@Pv>9l3}bINdbN{DVVrRU%?DWSML<q~{^i&7hn+fkb~
zl)MdJ@75*c0s3nTBg7PF3StZ53gSn8f|qogWc)yI?V(&fbe}RVXQ#Asgc=Yzb`c`+
zz8(+57fgh%kq$OE2lc!RY;fjvNHdIV;9~K*%l!fs(vRbrjud>MS2Q%S{gOQsArbwK
z@ZRV&bdyexflyrWnU8Z-?{Gat;JN`rQK$yTT00}q;4Etd+@x@V@u-2}XbU0>Pr^{;
z3crvu(J&qj){yKl=!yntn9y#{@<CQT8mqzCO&R);ztjDVab6j|RF8@@WbZi`+&&B#
zP1B~$tV#CADflEww_}(l@X|rO@r;Lz&P#o>0mo#_!EdL(j_pGOeciUbE0?9l+f?)T
znu(I3Z0AGtDSUOjH!~FehN~7^(PJ8tx&YE)0HbMF(>*Lt4TmjwVwMtc#t7&3tTKR2
zI4OH5+OEMdQ#%{CQ6Lo0CcGiLYv?BSzzv*P5T8l$IVk}T&+dp0aP9y%H%DL4A0N$`
zj}PR$Kt*Oh+QX2=_O=DJV9kuju)~px&7-5yRSiD2uMfJU;g<Y?D_vN!ezeVmj9R>P
zz);XKOTu+rJs}i+pvb%oY4LWIj0zBz?4}i#?5bs!Ov4v*&!Ul9YRF9eb8Kr5IXl?K
z02-&|hO}04npS1V${aj#VmNL)DFC;f*w)%VrmQ$-YDr;UZn2}Ruy{tPWJzzfI5nHM
zDU0~3GE*9si}lI%C<u{^IZVrqi6{a_y}LPA;hmG0z$bW6-eaa$DGZ8mqZSAD?9798
z9iw=HHKW$~P2T4K+whJlh4>A7vU!)7v5o%06CO>}uVuSg=UhCsEebm3nJf80J>FKB
z4kvN+)GkJ8;xQa=Pj89SVNZw4UYyP|_Go}(7>au6*NbKP77as4ufxyGIE^eiy6Hsx
zVzG}USVyf<5M>Xbf9ZB8!|TQUDId!g-Sr#!T%5YEf1m>0X6jy}pby^bNJkIoxMy{z
zliWEXXC`RiQ92qzPX8NH&?p^G6n%AM;7JHU-F3MCz$COz%hQBKA^UydT`(V~E{?$|
z`vcKaTy!^Q%xoV6tfXRTHg)#Z?`PY?&WibU26&A!4{84ur!Y*4R56vs)v|?c@x{3&
z=h3-CG@kUJ8VOXS1Q(T@)SM6uKZ`YFUIbN?B^IabZA*8GkG&EMtMR&}5fmS`Werin
z^Fcg#;DQI<ISwxkColO9wbAqN2|^UwZD-;0d4Mc>5k3)|rUqB}BuRY$f^q%xJ@EV`
z7Lz+%yvfQ;7t5u}!y`(_mw*w=a)^cBI5Nl5w&+~z$l?Vul%p4EAxqEG0-5L!i_tUz
z?0&XL!G^ag0nL+erE-#9Wwgp9Y<nun1BX8;QB*2X=zDQ#_{{QPO`=_7?0mh**jbbs
za#!2*mk`uT2zCkt_>Gr7L!Wa1h6kDaMm_ne0&;Mts{XjCI+O%11wF2)UXRX8m>v;a
zYD}YqtvXfp^8jlmDbf9+LYKqky3uhPp(A=+y(1lVwu<fv$@3EM)_<g+4hH`ECCSgi
zBD`irJU+cz=R8_-9Kk?3E+T9KTdp6D-5l)nTV>WlHXVr}r_VvWzQ8l2T~CWLXKKxQ
z@C22Iq6{XRTYyOxQ6*fIK^{?kINzuR(2nj?6;iMc4}51jR8yuDw2b4(aHiA_2iQzW
zV(ZT^p|3d)uQ>&<%e`v6btxws)P^C#Fe$aqdJNM{Qo=ao7AS{NEkt|8&ql_G>vpuG
z+f>0&W(FeJ=XW|O1>F?(alW-7N{>Q~EG-yn*%CoUQr8)7;OQG*cHORp_kg*dfz1C0
zeCMVe1k}+eswbzIq5?eTCtA6X>?GLXoW8Li@|ez>tn|p9T&g^49F(>sd#MH(#Y^>O
z>yS@L0XN0SQwB`NgZ78vz$H<5*S5W=T%bP3mY8QGww^TPM$xSL-u4H1$dUOQVUR=_
zjj9A<>yLt6g}8FKFtL!3;xV%~S&4Y93h^~*I|8wY!MR2jgJ`m`RU`jLLVQd@+`ti6
zZHRIPyPnXZA30?GEw;u5=bl~1wdj^)NwbF0j4E7X0;naO6L)_}>)&17J%;q6Dp8qD
z%sb?EY%8S8f)JgP?AT!BRCjUo2k*5`8fW9)EfCbp<gSA}wG93+9St(E^4BC4Grde$
z_t7=f%Onbo6t?)fmI{rY`1=2*;<|m&sL;gg*eNDnZA_*!S+(H^@xiwJz0o2QEn|nE
zauY8!rkO;cG1(+9G?Ycm0CGJPCZIP>;&ru&i|po{dT@~z?KAQB@G!Qq51a!Ich;hR
zah(lL8p&xCrLxG_Nb}&+365gNtRfpLTyfRmp7`jI@aWvh#j|FVCD4|$b4<b%TVYXt
zUaq60c#=fHQ6F3V>F=@Q>2Q8YNpVRj?$lt#Sx3Y0_y%i`XL@fsURq`=DZ^VE!tmy!
z0rYP|aPD+lX=!fBtQk~9_a4b?4Ls<R`2Nk0Pvw^s^96I+?9$xQX@w3)ejZ!i(*pnh
z+WZ6exOwlA|GdhpvxTkXUj4pFWG8BFdC4z%wbDnP;QsgT#%L7j!~HMJhx=c!5BEQ3
z#b*!eOe@;7p{A$*oFAVUtwY^>xG#3~;l9|`hjqs&*ynDp_`Gn%aX!KopXAchoL9fe
z0yN8q=l+)%loB83iZdSrdd^4GgtdaG^2N$!q%ISdd2*b1RAzydT#7skyd~tx^;PU6
z^z|gguPAMm%G%{o*2h9w`-QST6mUqzx3CHXnh)7R-}<;_oP`_!fhO@|K~$r;e>6Qe
zNu-{glH7y3H#zeySR)gX+?8%i!@+de+dK4TWzIVy){~?C#)l^I1daWWkH{b&s!_AP
zWvT^=P*1b4R+`!Q@((5mnqY3zrj&J4+4Kj6muV&w4?sJq)f{Q2l9T+{_`_m6&3rE&
z_?2_h#aIYhz~*=z72s2s9zaXXJgrLS1Pjb~#APd5U>0fhTZXU2wE8{1a(OJO1=`C-
z;le9jOz(&-Z8v-R*{z-h+2K>h6|(g@^a@l^e|9EZtpIe$EY6-jxHcReXChK43HQ6+
z*E3RceHgmn9&!5p^cOyfb(w~nY?oWj{1ihWzKJ^2C<q{1Lm&j#g(M(fUlx5}A`8PH
zj3s~PXFt=jFOhSIUh_U*9(ERAVL+2FkGrjAaU`W!z@MCsh6#|v=JQ??vY6=Z&hKwb
zHNZ4R=H;XzR7*Em;Ol&~Nw4Mg7CTq5tWKs)rO|n<sa~^uhd<0?{6pGz5xgol9<!2m
zq0XOftZeQ+JrreyS;<7n+D`p2E|gr00_h+M@=0to^hH^|vbdybq%Eh?O5+5|`eu|n
z8Ok)=Wl39d)eNj}?Bo6sN&M!3KYZSdJ&!Hj=!@;o=P;%TqTPvkVGw(o&M{l<f=7i}
zYEIq4mEEa_PDm8=Zte;64lYlED|*o*3~w3<^aCGg9rG-X8726M!m<N##6Wk^iVpPS
z33VP@qMsjryRr#o`-yz|jG(Du+(R#F<1%E~RKJu<BMUpYZHD^ziB_}&BL*Y8I4Ee@
zYE=S3wS-_9M?hOqE6ECh{={5C-Jbozg;k+wv%s{9t@xTB?@rm^qrz4d)q~iR4egR}
z)(So~PSK1qW@UrQY05XqAr<D0T(X2&6vrF=c!Rp^9x!hbn17cr-(;B6M2kB8w|KHf
z2Rgjwroj~x30lBku6Q0R$w7cZ{keVX*iM4{@h!54EYJg=?T0U~wv$i7p^Gc99jrvC
zqdzx%`}YL1N+DxdD~nTW{_3?5q3i$dskHx?MX9cyd^MSi7(No~%3nbN{=!FY-h;jl
z3w=%T7jL4;{w`V-*8nOPD)^j9pXZMo*5r_v;$gM$hCOQsv8UHjl>l!&CD>HpD@6y)
zn3Y{IrzzpBRlz$eBunt5UddndO8%|ptsexsV-mUse^zsK!*6Za<GR%mCg{+Q0_HWg
z$_0NHZHr&lqg#?mbvjN}q2isdi*~+0d3U{nq{L(nP*x3AAy;m)bHZe(L5<0xc;h7N
z#MyazfG}CF00t_J_PbWHrw8;UYkI&mG&+F0a8I^Wc7Tg^zUhGS`Bny7`wFTGm}qc^
zdx}2Z*bY|$nxz6XSjh7-Qf2@*Qm+7&k(7XjOMqUL0Bzuay1CZ&hVvTqz5tTJmZ%SK
zebo<gwdkk-(tezvs(_677Yn+HyZ_>PWgyIJK34K3D}kL>0h=b|%PqAtKvc7ImtNJs
zNWn^M^f-5>BbmHD1mYo>9GfjwA%TIs2k;AIrsH=huJJ=*mjOC+9#MxR1@by1G?2Xb
z2y{Yzf$};;xzIYHM0kP;NI|2y<TTgq49Ep=FrqlsdYvJfPG-)5VAsAZH~_Ga4N7Nn
z?>3LZO4b0Z^!S2!R8|?)p2_lqtb<%kpiFIG7mWNsZggO)KJkT2Zy&L#qI%ma^tM}|
zW9<Ne(`;CP`-ZLil>k?976t%Z_v|lT|6TKFKuZPx|G6Iki!!n=@+G{0pX58BCwN9=
z-%l1!hETM-b^O<)m`JtoAU7vlxQ~yZB{ha6Q5t)WnJn86Bgw!qP#Bd<$@6RMHu}f@
z80D1r5W_9<9%86P*+V2-?!}L9>Rh{?ggP+IqT;ENOD(L-Cu_%o(Qt=>7Uj3nE46yp
z?Xge{XsLzQ_hiX<7>+QToWf{m0-Ruft1rVi^s0wklnZ%`%&U77y8&-me1M)u*9#LN
z9yM5acYVmhBkLfYES>JS`rF_LpbHk>Q=hZ&pgL+1#r;9c-GVAwFK$|>5ikuZ{~-SQ
zaGlJ9w+(PViLI1s`;Kgj2|=!Jir`5jq_cq`?FR^=Iydd4MZD|X0@&GH#W$0b0XC8e
zla=v?F+!|7wmL8#aed?;)M{usBv4NaP;)pac6VeYqy7qqpr#qu9JW?<5U<<mSPxQe
zrn$uZD~WY1|Kwn;3k0VMEUn(R&Vh#%*Gg`Z66_8o*k^@U39P8%mkG4&N@-5(XkU=f
zo)>7(3bee8ho)wvRcxW(gIFmKfh4t#sdGo1l?bvLRtwd<5=@L+jIp^ZG1Llya_ij`
zc-ZCN+1BxFl<?3pyG}HmC?i-D0Iaa5w$YNq3!x9I?w^K20&hT;;Z3&clwcRVa>@XB
z%Du5T>ozf<#y5(YEu2Z}?Rf*pXiBV0-6G{!-xb2Wj5nDv@)pcQ_uZ<m{*ORQ*6*Zm
z$!j6)(7POKHy6EgTA+dB0^Ub#p<}_kPCrph>-4%Qpd)u?fRPvLxqkzvi{5YqBKXd|
z&$#vtVv-8Fr(So}Jqw+hO9yw2F33s+{KqX=u7DF_3AwQw7++rsqgCi<BtzdvEc+xw
z$AvIMXAo00EGE}t!GP;)V?9ryw56l0{7q>1fi0aL!s~X*F00$=)9dt%f^rHMza}_U
zdZ48{b%8MATMY|6E+C^RHIVBTDbs-d1{Y4U>9*KqstDj-j5Cq!`6vB|B94u@uT)zu
zp>9ixsAAK^b^eQ75u%Q-ATSJ(fl096MSqS)j7#W1YoI!KHH6=F5jrNn>~hh|u7@@5
zEyuNw6uc@eG+%Nt=`G!I3A$1npSVTKwUNvh@o0m63<Mh(V<H~4ECgOu>7t!!MU$PM
z3%9{D8xxdo*TDwydissY5SqEcH6xmV-5Y7fF5W<I_Gm{COWcp4v=Cj_DCuYf+fraC
zzZqj3BY1<yuEqWi9T-~(t~l1!I!dsq)I%GF*q5l2oL&#99w(8}lxpej78xqbiH}Qr
zkX?s?A7><c7C|E1Q0ZleQWIk(P2>ytEK^Jh<u7YOyNG;O`D?IH0}I%w@C_SV^XX7R
z+lg1$=zMTF-hu}ayyV_t*Y*y<qXOOBT+oRvH5Z($gucctSPs2h+J=D69byjWW5}cN
z*NaUI$365J^m3T>8O!$4KBJLINQWcDauPc5&tE>}x)6QF7hB<w0WOMF*ta$CJ!9-b
zlj(qyv^f1V^llZ=c1h8pWbXyZ<$}Wa>&NBT1y=!**?`dTE(Wes82RQa81c?-xDUYq
zHYn20Au*^@ZspfxT0MO2aVGJoRA!c2kSx3mUrOuAl$pr*?#F?RK`1D!)s*|AOo@xw
zOwn|dhw+kfp1>)Zj#@S>VE)9GeL0L>L}UYOaqlcH@mDdRhWIC%k08}$#QW}r<SMu$
zmXyD7Rx!Rrjs4j$QSr`eT@M<g$SYUbRGwGNm%=y<W&g3=tMv#D_ijCO;qul4g)3W+
zOJVoo+P+5D=!1}_MXBMUPv{fQ+lSO}*NDR~3K*R?3Kk<ZM9YmrxY2dr5m<#x6X+Hx
z*El9ZYG2y@@w7N2kE;2Nw7-}ej@eg`v%|SFl+rcboqM;>;O~00Je>CzFNL%I0-h!_
zZ_r>W4ZmA3Jt*{y>choJ&Q2~gjnGI6Ag`Q)uU*fb0tD#uaDJAP!8Y0$?xOKjjL`XT
zao{{&P}N@cHHrP&E0EZu^2p;CE+tWxji(EFG8aNe!o`utPO1XW1zyW9>v<lHb)cX4
zGKF=F;0lY6;8}u44;mK10X@r>8XO@a2R$Ca0VOUKR5hSK5jN^OyeWJYIp8X>o*eLi
z2<ocz4zE)Li<wY{q!rvNBvY=85dAuiXfa+MA({(N;1x9QQBHZk{$_+cXg0B(c-{Ho
zh<gc|TBB?J_b?lw6A>b4&P1@FF`nT2D(Fw@E<!u<+C}<>Hszq7eXm46a}M_S@+JD!
zlpsfv#!HZo43RwKC~ewh=-?4*^^jw)fYn3p;vpZt0{cCZ-o8rxcA$IAm3<AOfDQ8C
z-N3BSa`0|8x_-M3%QdFFNFKbCm<TC&xBT(69n2L|NaimPjmjgrFV2hPzBo5h1g|5+
zMDF|oL(z&zekiaoQlv;aPTwKHc%C&vL-!=UF;$$x?luzhuQdByagF;G4j^<T(skc0
zsE3G%g0eD4X`ilL9r=#ZWXIgHg5nv;#U)b-+=k(?9o?gOwlZ5;iEZ+<{F3Ct{IV&G
zrE6aCWRiOuj)(abPPa|X&n+sp<rU7DT2rYlDx5K`h77&~L;QU6>3=`S%jF!UWYHZc
zM+YK_rU}M|zDd91sq`%^%P%Ujm2_cWK-bu7Nof-#w|$$Q4OLq5XBQXErV_i97353f
z??;mQCWsq<fGRiBzLuVwX4;vYOnWW;ra05iCT7~-XQQ(U0_p!ruy?akGjzA7u|MzH
jyVF1R4Ro5l2m8f7^tSh8zt~5)_6OLnt!DaV(_`>oV3bp%

delta 9219
zcmb7Kdwfk-_P5r3oO|=UNp5Zk@(@8tA|$FL2=PpspucG=l88sb%@uh`h_;@i4}>3f
zYMatYmGNq)#cg{^hmp}~YiNto(Vq@N9~h?mbf(kRWA@|Z=D0F^;tx4zt-bg9?(be}
zuXR>({449~Ut5feOfPNPZJe1zOqT*lMangJgG}mo!m<V1wR1+gUL!Ct!QP)eHE=<c
z)8LGDc5%jJ?IH6XnQGZ1NA2RHh^@cH{I(cL)>MVK`}CiQcmU~?T<k#90b}4JHmZ;1
z0Gm=X)j60XrCuZ5Q-6X3Bs#61>0LgNEGQUk^D^`YS~&>1k_x*Y`7$jMz9(yXg^;94
zae$;TG8r!;ZA`;R_wqquX0#YckaIW~NOX8S-as-oygeV#6oqlvfFwP3xcBO3`RWDO
z*Fd9dp*Qw6P#6q--IXK4&6s7NLkl3=ob@%sHrjnYYq=To4Wx4SP;=HDE+Wynq3{fa
zQ4o$J3}pO?ROl^a%gL@=;m|-T%DfF`hr74tRs$>}9rK1mJ(--BU|DMrR4*eh<@F9-
z#$N=@InJ1znyD_r1Y|&7H`sR1V0XWKf52r1njQ`*=16F!FX&$SvSXozzuN_o_!-;4
z?SXjIAlN%>knFuVX^IsuarQFs8$n;#ab~y9JiEH6xT>mtS&cKo`69D%nC&lw4z@y=
zMyR*Fal&2!1d~Qr2#Ffe83T=+(`53ul8exbNynO><Y;@i9Wy5Yr15domWfH`d?6;s
zXEl=wv0{;mTX7I5#1G)Lh<s4?0_-7$mI&f1?{A%B6r@%gX;3c43lFa3B98}WyWCgG
zPXR0;2P;c(rIAd@i?^(hvz9PxA!KqvdvhtrROwz_)e%X`Z*AzRBm1jUapyh5H<84e
z)MoWF>@lt?v3aRY?yEJCz?C#79J-my<btE-jzIjvNLI}|k4=2B9v$n<RmIb5s!Hlz
z7a0mhxa*um!-lz^9?V9IvsNm^3P!T9U{H|PmgZ=O{pvHl(8nYWS}}=(Hk#x?7d#6F
zj4_FWjxzB$Y42xh?V#BN5jK@Z9yZ>FR>)JvY?F+eOp}b8UW<JcoNnTAlVe`XflhO;
zcyX74a~Yc5!;~FDWFm0M-W)iSO+0WMnG8kE)M97A{Q4eFTS2`uxS-y(oQz-J9x6$n
zOZOpY)DUdb5Nr_$vWaa&Ka&1(2fA@EL~AeI@t{Pc9OmZtn`p%lc-(E<5CnK!;`&S~
zG+ZklgJ|5xarLF=9|NmnOB=y`p#=ew8=IoYvD-GhE8r#5yBY8tbR>;i#*&4rP1xQ{
z&kTpV5YGn2kynp|D_?UY?aexdAe1SiN!0p|j=OEdaaF^S@4=C47QsjxMngEG$4F-V
zZXhif0}8z}S`g-ughCC6sr<kJRhjAGG4QxH<41VjgZF2t)-ea=8s1<@Uaq-qCkrU<
zWKcbz-xi?z(%w0+#C><iEreqNngtoOPt4T#I2<HND`H5}^CoxNE_US|I|uLRB*_3x
z9>l?NmY(6iXox#H-fkn<&JrvJDKZcO6v^+|JjQR*`%CGw`4HFqV4>G9K>+qtM0_Z*
z97uPCt}9^7^0C>4;2_8Leh;anVt0l)Ug$~m{t!bC*E3XjWmm=Hl@P#Gc6dOHq-fwu
zHE<;YTwmIL8XR=j9UX);sst>w^K|&o^XkCoBs_B}H@}38|9uE;D1mQC-O&wd<V@I#
z%}@J)OfC(8bpq@-Il39F$cYO%*i<Na7|!V$&JQ)5hcptijTlZoJ=KpaJgLw#wah=|
zODLYxC@kYvzf$Nc^B9Gnp2}qGDK!0QNM|n-;JQFoEymnS<Ci)b4|&657f$ZGvoP8s
zk2Jy}@3w?5Cm3;{Mc!?T`J(;ZXa085h*=hXx0%-n(b`L%?3F^sok)WSE|H0=)r)L1
zx}U%F76jK?nzNIZ`0L21E2+5H!V{BKOH8#EviHh$thLBgu$`M^H*_nh;7!4)tec9i
zM&b?zlI8ua7Lg7%TX;H%Aognm@lO_!4gP2m+2C~s<NmbI#y=n%sM`5m)fl_1G1l?>
zB}Oz^C1d+JR&?LI8E-^~Rb+!hLS)rP;$6Yn<%e)~M7Ozdw<B>3TaRsSq*ZJ#!zyzf
z+!<mrI~A5o2Jg9(&TjpB7JO5!Vz-4>Q6pwqMUBX2JYajbwC&Ydr9&*UiWpbRePAr$
z@8tdzgMsbuHLDux2ZsUQl{*ZULfsCr!7B3IGHcsz#V&@HI*xDovfT2wa?2MbB-#)J
z6il=-5JG6hZz0XxlLJ7tE*KsMaBzi4Gv*{Ar#I}-?5=p11M8mP`a45*zXx1wBi{Z3
zZvl+tHf0XX@KI|VV1?i^pLXqL^8#lIdtmq``OrSU!cJO60C{{$G`+qV{4Ke1M21AF
z3nQCX>65Phx;;cg@G3sxp8A=-+X4C`_2F?8tJT_k6#odRgXsF_>KE7ZqQk^r7@Ac+
zGPp)?iezwk8_S{}heIB^fR~#zqa!3(Ka@Z}@M)<x8$D3?7gP3lG9~R%o0sq@6*|Ep
zz%xGLJBe=W45RRCu}BgZhDAV{M_CpDBk)I$QvEIhCW@*28$ikDcpH7hW#DCHs&pQD
zJqmhZq^}5;PQD^oI{1p4Kz$<`Mgu<TE25*Hueb}MeOvPcHbVppGsP=IFH@EB+;OU}
z43<J)aeJzbUBRi~GrltQ)pD%0zUrcQFdGA3I&-_7_$Px^T@w%gH1OPlbqp&j8&}KW
z`Y@{T6=77!AhupMBEwf%mf?+Whrl-pG<bV`RrYbx0oXgQS(V+~(g|OcRft7QD6Fee
zrdbzh_%m)@D-QRz6~X~6G{WfaG#MITUpE+1WO10pr80VzKXc0oezHa!$`#RMb!ivn
zsFdsYfSz2N=CJ!cgbzjw{UQ`fp|Zt#nXt}E!p~v3&iYr}$_suftNgM7Hnf<(AQd`7
zU@6xo%Yv`$VHmv6<g!M{(H2OD8Kh*D6?_W}@Qn`Bb#D5CpUO(U&PMvnQ0OVD=AWfl
zPslkwE6s8EVPL!?lI4j(FbTW)OaG1WmzO;&=%xS;@t1DmZ)7mi{8d)EodF!@FZ{$V
zg*sYrfPagh#P~ntXuOehl1LV7NEQereN|SyMVRqr4M_|)O8wQ9C9uJauS+D4N}-Mp
ztmjBl9ShnDB1eKaqk%Xr>7cwcql=yfPi;06f6x#;$&KIeS6NM#3TO%t+~iB4o|}K@
zxH;WcSknY7+LX&8f`4Bn2gqyY+<f@f0Ap!-0gP2jxY5S~)J{vF(1?=-5_7E((&KYl
zGT)d0&JA;4ArwhQyFI**WEnRb%bHO>G@uS*kgzpb;jubE+@&i6MB$+xs)P3xd?P^I
zr8`)e&bm=A1<;%I&<j>_BU%SV-k{z#c1gzn8Xz6;q}W-qI&B>k0$i6nQ~4&Y1*jd?
z!<T@pJHiXlkA(1^on4VTJ1LB!{GR?VTRZKwwG_4}+ghJMzBNds<7?Rs#p??k7bt_^
zJhzt}sICl#@qkkV2<2NT)Vp40AfuNR7LNqBmQE6x^no|HH$T?|Kd^>I)k2c*Dly$P
zk>y%4en*7CHPwd}{tsqR+h!<<C}-mN^{z_x!}SgusjoV=1?sB~+`>`D(TYB3v}#qy
zsz9*~y+e3kUH>wwE4IKcu%2S8GdeyG6#1W26j+pBI2ElYWH70pY=v^bD}kQ8Z=r?T
zVF=z7D<pBviS2OOGvdxf%s{h^FE5m7JE4dxMeaA7Jf^(q@}rG&HJ8nOow;nHO`K~l
zn>g1Vbj>U5qmwzb8t?{u1~|$lymq)vQ~*h~){d-)O<w_c8|=glPQpr?@Lwq77LwJS
zZ^4@iF1Jb7iQ#x(u&HmUkZZvW3=+%oX;P?nouxK$Yn3q=ZSs*PC59s!hL1Uh6q+&^
z!m0mX;0S)L;h4ltHrYf&h->=Mjp-0aqtaoN=e0lnQ{pR<gY|dVS&mPu13qpm$e9vk
zw;(Ok1c^)|ssJ1kB#ElxHq(Mc1%Ts%1W)s%OwZGRAi+~iP#bw#EFmn?Ak5bw@a_<8
z_$v&e`D0jvfVYM`uMYf;hHV+gu`Wn-hJ>1=Z{__9h1O(3db6Y}?v$|qR}R<HM>uSa
zzWHs%zD{C4qhUWSu*)WqTJe8y3-JdH=qudvjUdq{qTBaD3|+LFeI<Rmm+h^`Q|!DW
zpMaq>vI*QOYaH1SO~HcbZE~KT=zmC}Pq!899tpNzusrL&!Sbwmn~1)61)ihx^Pz|5
zNs*1BoM7n$`#6rQV9_YzV_s$?kKzy8u}~sylq2-qjt*|&wr_A7{o=5MyIO<0Qoxms
zBlY$z(07hn-W|9@1AL6b*&0k)QSu{Y<5}bAXV@p&atb|P$||~M;bCCEDd55Xjhv$A
zdNbcas$*qa!T%z`U(vvSr*X|nmPRnprl#iV+F)iV+l7ec5gl#DmhKUMn*eq`Hbb$>
zVR~+F>$v^yVeq_DhRrPdn<M!0^2>Nwh^SsDt6qxLMFBV;=&r?}sH=VPHoznuW(Nn8
z7eZM{vyqQHWPoxBGgfMJ1i}Qa5uIZk79tc6N@b4-T)bn%z7WDN243US?PQm|J2r%f
z0%v20EO1t|$0G{7FZJJdNW%9*M7r1#(ptJ;vmWrlm@ny|=Q&hf%3TOiZ$x7kggbnF
z?MrAH-`y`Ebmb__q~~Jss`_dy4gg>|{O|0HW=pkx^Z)j2-f@A!dSLqSKBA@GR1D*0
zBo#yKf{HY|j9}4mnZ(r^(mHVtc3Bm%!x8w_N}(R#1low$Bf&M?-Wq3VOxh;MztOy^
zfg2QF<-1X=abIcl7=1Abo%fVRhuBDcY4na=Um5|sybycdQyOiwKh&RIGppDai;UQ0
zmo<*4V6NC@1=D0#|NRJ#1FjV%%r;I@>($cl&Fbfm;(D|Ogo+}|FSMn|+VkJ1y{9|H
zUTMss<LD+c%2VtXDo!ybRAqh8_slR%s<<x?3FW>V){EJ?zYP{c&qrZTUP8Ch`}j&b
zgHpbjjO>z7%A9!^%^Znm)s&Hl!0vjc)tu!bN53RgWo})Lu#Rgol$%nhcb0`*BYy`}
z!f>_8GmJ`e=g@}=8V>WtBn=-*8V-eeoO!(tou9(cU0~>V_fTRBmLfg2a{?PZpNN+D
zBdwBlsI8DY2*?H4%^}jIZ;XTQ`94p6`yMCGWP|ihoaWFwF%EFBY;tdXALDqa6L(S6
z*e7rfqSK*s;!1~fVkS(OfSDfU+6g!xmr7-nQ-EeYMvRZrH5vIEqgAfA0BOroArrBy
zXDJaZJEbzhvlJxgR$?!ng*s3%VZWSUX`VpO=HWzoDi5c77Jf3Hx!N(0RrRNQi~z0`
zQP`cIuZ+UZUY)%}g>_6b<Fsa}T0R-y2eo7}9s%nQY^!YE|BF@Q#m7%_%R=6_>i~~K
z`q6()#YhYc6Q3l0Vd9g-N)NI>=pa8u*a;8E*f5b=g2Gx0M{5{6!4UFnczXj!-AYUj
zQ>eR$-817=V=;b&xFAgZWCs2LqN1GD)fKY`_U=7*?%c$RdDYJHvc&SL8NG{&=k%^9
zu9!_XmEfqbPR*mL%gak=CzcdfPv@hk)rBVm{fcKzEiNi7nKflb@$C9#^rj0l=*XG)
zEIt)RKbVPmp&QvByVUv3t}ZSuol=!BqpGB+-c?3ZN-?qH0rpK=7gRi_ymU@U*^Gp0
zXR)Rq8%F1sVwZxa*p72tuLA#{uan~{V}B2j<Kh!@Tw}Sm#%W`nYu7>c>`ZYr@*nTH
k{=|N`HnVB2L;Q*VJ&5ZA{=_@xu0QjqMj!Q7DLw)J0R_(`p#T5?

diff --git a/docs/build/doctrees/examples/notebook_api_functionality.doctree b/docs/build/doctrees/examples/notebook_api_functionality.doctree
index 0a03aa1e07fbe62b9e9666b3f33204bba4126c38..0e1fd46db54f8086224c18e97823580f1315d786 100644
GIT binary patch
delta 3614
zcmb7Hdr(wm6zBVP@7{|dg1ahEu@L!;XW~RqKmtL)u8<UpN^Y=mxyvs5BC$l&%$$iz
zI7?<P%PeP50lO*9^e`)J=s{!CG`+_j*3>lPnAyX0?0ewudVwDQz`f@?zw@2*`<?H6
zcb__q-+xCZtQUG0o!BpUN~bCDC?aCshCoMPt}HAani3JA{(PBEfV!+2)oE-*^Z}g4
zjq0B1vkg%JSzH;A^Z(5+HgI2HG^A{h%}O2un|H3D_uJe3Q2mGzSA42EOEJ<}79jAH
zt(BZ43F7B~SZlV<l7rN%Z+2j5Gq-M{)@VyEA|C6BsqGHsZm=yeqE0wnF$Zmf%PNzk
zZQOS|^_48wQ{P^?Yof7DPE^+M)gF%Sgn`Oj)DJ&ZE|B{9${@$xKyiB~#&uf?&=ELh
z$&rq5+}j+NPjPQfjO(z@MPI=4)@11mj{Az^3MlTgiE(+0Q_*RV7tfMTbKDt@E2Own
z6XQ_TDk&N>PNU$|GQ!A>6d_^CNK`l@;3+l2Yo*a}vTADV8oEice5IVi8C=g+>#Z^I
zqXgbV9g<|7oNSd-tVD=TwY+)+N!fg_Yv^9lmLj@WIx&SQ)wU!LmB9Wb*-{DjE#-NY
zP~Re!SGZDz9Nh`aYFedL98u2^H&H|#Lre*)q!7agRf$Q;Y~rlUp>U#mSV3%~bPQ9g
zul$E<`fqK((k8y&MqW)B-ESQY80tIM(kj#ohnC(f^>W{BJhyV{3uCI;%F&&$c9~Ne
z<cNNbsGx|xG1YASmulEX>sU3?MQz}<y7>tcm7j|MEicEGYRGRkgJXG?^bODBILRZ;
zbS=r^OKM=^vJR+)lPhv!G{%(-Ua?}ibdJN%2I0S73U6R=jj<U%aAbkJ(u`(8QcE5(
zfxF=<Sl<$ZVxhamtj5((6Hq2uGC@H@CQ2jAX*ga7$*WDoW3O{Q{vCs7pg2YocQc7Q
z3s$sGg;lQkxK2mf+|0t(lCU!%wKoy|Xgq;^I{5k-tD%c>?p7DvS%&Z?>boc*z)U(O
za`;5-Du+o;S&(m!j~tzSA&Yj(1!$<ylrxD>@Sr`rOvnm{yb0K;gV=p}xK>9@hLz+j
zDfMvt;W%1UrLRa^)Gl~g_GtxZAOhSKIYKfeHM~cdS(3`c8>W_!czuk0jd2i4ls_X+
zaO}4_@c6S02WXDNu)&cZqw#*3a9V{U^pM<=i_QmyI!hSs#_`l_q$1%Ndhj%)A`D5Z
zr=zn}Bs2`R)g{_^Z-r}wieQyDiAhwbzT&zc;T3wO%{w%oW$JeKQG}etrzqhQX3>w8
zW-~n5nhYO$>_KUQmKe<i)IlQ63*J8_@p~RKq|9x4rc9y!Qe{Xb8}=1zEBO_6_=csu
zBqfq-AGrMs4S!BZ;|138^V`h$ZAK-2i}IC1OUH-x@KBE#K5sjQkB12Tk`p>i38gOk
zob$$KG!hO!7V7#*!o{w~q5!YDu2I*tyC>lkf$}O&#U$4xK`p%Z{mD3+x-No@okCoa
zFoxKrdSZjvbqnF?c2Pakp+it`-yC&Tr-ERxD+(sx9R<T(0kvYo78Lv<_#YVUxhbaE
zgrA!Xo@+>*D+H#FD2%60tfp@ZFj%+#9O)xPkdi$DYx80na@;mACnRRUxo$IlNT98b
zA0P;>5846`_MF7Ksh#)wF1nVAw-U>06W$_BtWC`&+8hgMGeWgl0Oh^!;-8o_hB}(t
z531vlDun-H$|N*0(^zS`Dxtc!GT86zP21~}p}UWqEN^63zq@$65ToC5Mo0b=qwQEd
z_h>eX%r!7da}12qjtMEfm(*T`ZY6n`AhTx<zJ&lrJASc&bbO+^^YKq~$i*D!2ysw{
zR9tIdgMKk|KWl_T&Y9zP{q}HX(W4|tChj#bQp=v%hV~PK5zcSC-mrrv*sm_!ISrvV
zh?SC(lCYauNhRbuzhu&9!Ks~DL2B8Xmf8<Tql8gw7+~>8%G3FfM|+r4=Dy3x7Xq<{
z&H3@C$q;M6mv))4AhHI;Vvw#2oG$sf*L66Nt{UOt9a%_(!#mQ*UwSQG_-D38!r8)Q
zVsJ*3h>Wt|`kJs!WFz7uT1mYKFYfsod#U51gwMHYELrhzzAtnovN!Fq-bh1)j`ef{
zj}_{{<sv)PCE|FeT03)pWGor_&G-Ok>4gwW10roIxUP(SHQ;yYN-7@W{0u<Bz)ZyM
z+41}77dSG|s=a3Wpm?xGXQ@T%V}qaJ$*EFAL|3%k>uvSIjjB=YQJ+R}akAg<_T^?|
zxb1FVx_gaZZgr)%dYj;u1EtBcFD^FP{5HSW*5I&v)0^%7JE=!TV`~Ep9{6a+lxC-`
z$$ooFtF5uw)fDK`w=}yP0f2)=u<2k7e0*>%79^+{x?#q7kz_E%-fnZcTkL6VJ^~9U
zM`8ESJah(*4doOFBt@%2-K@${a>ZMfGxWJljv+to6gOFwvlS2d$G-CvFMXn4QHqZ~
L4Xb4@-G=@K%r%gZ

delta 3043
zcma);dr;I>6vw%D+1=lwCJz;<WEao`hG0>Aq@+`7Fs^L$l12xR$I6c%!mhB0I#z2%
z3_gnWEaRjOKE}t`!+~}z9TWzQoJ^3M)Ny^pBhySB%Nf(Dq;u~Dqy?;hcJH2ZzW3bo
zIrp(GCsj3fsoJ5ghQoF0<w-EbIT8wUZcx)jSd_a)N+&)(vR+vX0r?5k)b1W_DWK8{
zVYD;j2vaBeZD=XYRup)}9z?8gC2u0B0F7*rDnw`{3)Px_!q9R8PDf}^sT`^l3Fo^)
zY=y1z3{nH<<jGQv@azz>t0>zxwCwHt+2kNJ<WH9l3fWge_A|=dL(2-3NOB5XN|<y?
z$XbQ$8p=)%EsHLQAzhGGFhS}Pva3RN9c3Lu%YG|ZB0Us>zl7iy6x`>6;r(H3D%8W3
zWdZ*AEI3RKmm@ef+or;ZkRD(K%w>>Oa+q0;Fe7)XJF&2pNaHDQRyed<u`j>k{Gn*+
z*B9A3lT3l#)&yya2%W}4wWeDbI+=R+#VEv9NU>R^R3R`6!EF@G=YkRa)^4Og3PbhE
z7>rednHrniuMU<bl*NQUrjp&ubEsq&*@{IacTiWvrhBx*EcR5tau%dbcgeHBW}g~Z
z?po`5%M~fB74Fb06=JQwqx!u8#W}=$R<M^AN;^cl8X>rgf-M7zbNokfEKLzFPU>wF
z99j__G8BwX80Tjq4<LGFDCCvJOJ~Fy+F(anynhS(!8^=1KsPwQp5|ptQA5<q)zVEN
zyTN7G{v}Hp1|4P7{k@C<5bu}(waq%nUKLKXP~{i}r!Pz-zR<KPfe>hNj6tuTd(7$p
zH8F5^rpHLep?f^sIid^JseF7kXiDt4mf~VpCAL^@!O{uTy%SBZQMj^hu6N2<OqoIE
z<6K6P<Zg0=5SpWcutu{cfuMAW+xTuWp>`G2wHm<D60S+)W}God6{*aEj`yFW>C8Km
zBr&5Dsifc$P|VPAaxBZ)cx;Y$&X=I6yu=&XFhr(@oDb4;2e1fC{h11OmKpu`vtNC<
zQx<S;UdC6!RPjL9EOf_J&|yu`rLlFgI0*Bb5x__Nrb+K3t*Q(s?R}&#bJCt3(mMFE
zvKaRP>jMLQuMc!5PCO8_hk+*h;qtn9-s@h<IY)qVy^$JxA*^At``-H32uVas5M-W9
z)GT8Qe$Ksp<2Qt)K$bI%<6h0JV04Zq95$JXu0(7;S~QPHW74qGbG?(UgJ(8<t6SsC
zd9L>5Tt0d%m+C$)2OykmhVNk}b@_tR69Kgjf9hl_AI*1Ymg@|u#l>?n^m7&yGxlRl
zH4qD`0**!v&Sg92;^AD*v)LzovDxNF?)GBQ?qTb_<Lf@Lvt<|_gylPfpsM-_&gLL@
z^<#63vpGK~n*gspbArH|hi~d8t2vx_HHUNRv2f1x!BN$R6Ej~+>xD>aQuhKP$zW(;
zXB2l%eH+Q+AsL={n#)3Bf>SZuKt9Qkbtnkhs)GkdbcrK!_LM$?HG+JIdAi9bXnR@H
z$rioOUD}vRNPSO~0CbakaQ5EKvzxn@9E-vU&^llPjq`$ZpOj|H^P_q$Z>T%I0X{vx
zO?N{;yDp&p-5*+@_eoPxSPMqbHS4KbgU?tHyU{4cq1aQTn;~=8Hg~9Ks0hHLMxSB<
zF~M5RV8FT`4=e->XEO<#D~`_7u(Jl4-)*K@IK+ERPZ3v!d%>wdLW-fbm7g>1L~hkU
zymM5~L0gQzM5ag608rk$DPB~$_q3kw5k;^ncd;VG$=S}<!A_2!JFTrzMH@sEE47|Q
z#f;rIXsM_h^6Vr-)zJ)koy`<SuWF#~>=ufz1{SF`vvMA4VAr`08mR5PytQxim>*U7
zC$AF4|EJ0fQRUVPdOA<r+e`8yRC&hp>tQw~@3|gKp1EW(I-VVyq#dk<7#i;k@|ACk
zmtydpp9hOBTD>2N1#scw>(tckHeT{jdPM6U{^Jp1Fvxbhtz<@ATv=IJtZkKDwid-&
zi}T`gEi2+|7F!9lw<iTZ-5X@LT9=i?=3DGbSr8<5{4jF3r7+u)o0(sjm1ik&Rl=ms
zIZ)oYhE{7q)%85t2rqPvB70$BR}?7+N7wY()mWEV*~mZl;&WhD%GtP7_Q!uZ%0nE>
c2}(D9DeNDE;v?Y)d+!y(M*H1=bS)(R0F+V)V*mgE

diff --git a/docs/build/doctrees/examples/notebook_common_envelope_evolution.doctree b/docs/build/doctrees/examples/notebook_common_envelope_evolution.doctree
index e37fd7001b9688004a318ddfcc7c344f026a7592..1601abc4bec9b460ea058f6d7940a4e841787422 100644
GIT binary patch
delta 10056
zcmds7dwkPHw(pswNz)dZ^a(9(lTs)x(54R%Tgt=7mQwnn2vr_!Xj9ry=vz@Jg;nZ<
zf-O@Rt|;J>T_0C5U|eyrsC!lJs<5o<{p_y70*bEJ{rEspP`q<yl3&ta%5DF>mp^E7
z&Y5%OJLi07&ToF9Z|E*}2WdA2?(8_IeKs-7@iqhmq;Br-?4ML0*z-Cy#l3Fmuh%c{
zub(BqnfkZ%yVdo&`b5V+fz1sAGfSKY25q~2T|3?UeT2TKnycOfdh*){`dZ=zaL@zh
zHw_a>KmeB~6K2~2Q|Nw+)@VVIxn5ImsZXjOU)1b8WXU8Xi!f6+jNOqup5zH*D`e5d
z$rg`-?ntg6B~lZV#a(o)te-_+m~bCGFri;DT0F6s*gV6Xf0>vKsIuM$+4`bZJ`W3_
zCsyXGr?8G5yO_*+mqIWdm}DXM6Z&Xu1Z|2+fo__RnnUg;wEVj$G%z?@Q(qWO9+MVj
zW38}{TO_mUFbL8(wi5cn*hn;A@n9<9u{Jf{q>l9*kF}iq5glZZchGT`^IzBZMvzYk
z&AeQ!D{}H_o^_ro{w9okPsBpgjF&C(MVC-6a1TmYWu87DfZ7&D(b2g&npKhzT(#D=
z#-5aGPAaC$O7_!@S!3wpMdRuItU~%<%Zzkq=|gl&p;5;ztihcW7DtPb_OdwNkv(NM
z)1#HyfmNAP%$fB4#bbl3vdsDB7IT`pm|Dy8L)NFPX;_<*YtGClrgxRck<R7x#IhLr
zeEDvV_e>w}oePtKJoBQx)@b_L!dTilCx|ws>*?nUTj+$jhiTrjEc#hd75!w93w?z1
z8D<4{x=Zo@FU}Y@&cP(pY5YkRsm}vZ1)OA&@H6YX8Dhz4Q6za-OI%7q35EW#SbXr-
zjjG}+?xIjt4$ahTNuVuN6+v?}f}OKy%ciM<n|UZuxLLf#IjXvg1eHj$1>9_!?p~Zi
z9({l1ER)K58+duNpvFQPG#(z2It@)s%_cP(FOja+yrd_;mL{A?qzg^P3nmfAYC5TL
zGStw%jS;l@!5GM+U5z)Z<GqCOmXqhuhZWFumXobHt|$MY;Z!Qoy^1q^!|Ccs3L+oM
z<>XXKivLK+Ii`-4gQ?WVW%TZr#m?&5gWwFWy9;PuhcVPsfkUg+yW@qS5~sT=VsboD
zp1chRyF7Rrg`TwKX)tYSpozp8)3p!`(OQwNNUhjR+3c+lq)R5AbPztcZBMq`$5J<2
zNTya<|8%Wb|H)eK`u}b7520kfG{N;RKohzC8b`JkcQTkvVNaS|eDuEJ*+$ZiBQi(}
zddjAc_MRi#v|_buaUu^m|JqjxWUtn<aV2Frgq+V@wc0%kZMC%xYggr(n{BOa_Nuy$
zwKeSxO>6UK(#*b8x_pNrwW_HZC2gM5XxI^Bl@Wu<^zU*$gHEhSU9*@OhZv!m<Z!d;
zUSXLBEhyGba=7Uv^I}vL{Oz=<{|>SR1fO&}uQPlm6ZEM}kYLm~6nPo7!P&ht5e(l;
z!;3zd)NjP;oYRT}N;T>px_Qq8nOHls5L2L%*wKNQSO}q}hoj{I6|=jVkThw5c}+nJ
zPhKMeMP5Vb*G@q!!sFo~rHaRRycJ{-I>~@?r|IFTda@=^q<JsS(&6lXe6OBt3{=t_
ze@Ms!{nA`n#YyEXeYi@a@JNxUsk2@BQ>E#+@XTkdP-m5}%Y$-+p}`zkeu{x}>>p|1
z2j#SYa#TV&!j~z>X?^Y_As<RO7tr~iol9OQ(~!@6;Cv<IL%><Un<YB;`Dka^bJIbA
zG)St3^}~>`eiRYhusWxMg`5<2S#;SU0~{FvG@t_)SCCYlAml`yAmp=$-y%2YFjM*<
z4Tm;c=RE$>jX)}NN~&UwQsI}Xp80g{Z=z_|6H`qJkKBErqPZ5sYNUTv>c)sj^yG0R
zbu)!s9!#Wje=iQJYiBM|z@rjguY?!!$|>@!fTv4A-@kR{94P_vdmnUDg<R*4u8gNG
zhCcYp^-6cENYoj7cStnZ!m}HV$k<cDPG+okctkS<qN@_o6-1Qf>^@qiffx!GBiMUW
zV5WXH28q-=r@sEB1}1U2MVwiMQtXGS@&T;J=GV=%=#hHo(E;MENk5HI)yL03@2ZSd
zh&VL!6Yrh~CT=$qt_+WF8RCO_Zf>Rnu|{Ioi<%ts_WQ7z3*887F~ml_bJjbB06TCF
zh%nY6#eN8TN_gI)Xxeda-V})%(PQXMg{WEhRS;p`U_H0X7Cf_a#V~c)AyA#-LnNvb
zh$_pu^^Xe-kvoF}`1<pI;^9d=9sM^qlt^_OF!bln>;Ceo0e;4*iB$FoDeu}<2V&)R
zekeHePj1&L+lnGl7wD*<A-Y4|!@{!y728Ajl*gS3Cx(alj400hAhGA?(z5SzSnn8!
zrDM-eXJ^LnQgnaN(-UV$!(wW^T&j0sz=|MtCI=RBeG#k91U(J=<pvseehFD6Cn>V~
zJ89_$x@R8y$5e>mgQqF9^orE5?-&yHYr;3R{D8ZR;ANSxlf2C3is254HwE_JNbFB?
z?Ah##aS-9W|I-j191~Fg6N4NLV%6heK9|o2=fKx50|M4L^S>(8kUx3R#-EYKerPMd
z;SX@m&7XclloTrxHP*93V*O5dc4HO&{}ExA2Tu-x)1*4r4O;A&A)J*1SV@?H7xG1z
zjNjbcG-)}?Nd{(`$`jgkX}(P8>`S|0CR&+k`pe^EW2BKEx}E}=%dSf~N-n)3HCGo1
zhb&<p1bZ$KBK7gowfp%-aCL&T<4@QT$XGt>oh=Z74YT*?P~%LJI6HBumE46mv+3V|
ztbko8abr!zSk%C-SfPNvd$}79h)4*rB17u@AsU-on`-QBZRTuqtG&IWb*-m2^;ZmT
zL0uBYV7Sv{7@x;E=#_RH?l?a2;i2YAs26aUm7Et)C2>oCaTC}5K@gV&1dHb228{f(
zK{B`W7lpb1MohupPGO$3@?QowMN5D2V=Wh{E7>AF4%(NabkenNrY|edWv0)M0Dgsl
zPZkD?Ca5$Rw`Rdz*V_Q0I)0;rPlC5$uzFTC9*R&tA6&nLf}6cG|Euf0!nXjt_~V<z
zxL`m0g2%1_02Ps?NR7W|2>g+{d*qxl<3MSS?80y+<1+P*rLOSZ0ypa(2X>ZT0CDVS
zI80+rCeX9eDPU2)Mlr*9DAVu9V1Ei0yhfcu>>JoXI4ovYQsJi9r=*b|S~st8oSN7|
zrpEjIP<Y{4HYbgrM{<W|9chq*bY?H6fq448Hkl8~3Qu9SY+m8XA#O5<v9c&IvSuqp
z<EI3+ARQt_52bq<f#kExR+z^^qoEthaje+9Dvk<Wh(Ab$z}9OqTTu*VwoN!!ZDeoC
zFuu&rm3D&J$sxlt`yGk9PvYJ#a3izdfTvO9?lDecpabl54&1_eW1-M<1kYjHW8qdf
zB7%x-`$J(l1ad)Ue!UqB*~-4{BMbFy8`<(~NLFF}NILeV@)HVHN#*S$z<XBW{Ym2e
z5%FfZ_%WQIgDCcO0hH=L$3WqsE`A2@(ZNI%MzHF1u*P4N8o#VcqJr6vs6wPZlBO#j
zqXU&QNf!}_QQ6%2oRpq>0tgePbbzLkABVuEexOcab8m+gP$vVNxDMh;O(+Lg%$j-A
zkCa^vU8pS8XJEJup)P&|=K((s6p*pgq{a`V<Y$4BJ8|X~sKM=5Jo$pl6F$A*#F2Za
zFy-LPqDQVl^)OBH90~BG3?cx&hXC=|4P(_-xC#D=x>9`sM!XP;$L_muMVXYfqF5^Y
z;VI0_ycRPR#b9QJFxx6f^+{!g2;oI5I^^>nw5jmk2#{7vq<QFDJ`l_pg+P&-<Jg=W
z$Yb$2&<Kmz=9L_7HHIu7<>D=JKCqyryq1k=kP%xa<^E{rv4hiKo{~)YRh`TZHL^zG
zjvec87pcf&30hg$z;uX%8B+JZUzW5;Y)^TyJ&xGiC+h4xP9yeJB8)x2KWgALiEtf;
zesz@Sj9q7DLAef2po1IZw@Hm3M#;)4GyGU7L~5*O)L0)AZoODV7JnzO(&`m)@c2le
zz9gX<S!M@B(z4!hFp8bL9dcMk0UU!=6ubMxqZn@DXgoU?u_=Z8Oc75xvoFnIX@yV;
zxx$6a>YLKm4>6}G&uTQAS_qj+YJFsC%<~nWQ9k8+TzF@Xc8Zokq<FkE9Jm=01y@I*
zR^2?Pccb?u_Vr?{z`hQ#XS=$KAVCZLD0hSZ07LeTc3mk2re*)S%U!<l=cU{aXyrHj
zdDzug1mAcsBD^9s%)>*%{8sq(z!cftuE3lG>x9OAWA487Q@2M%=Q?o<#1L|JH2ZuB
zEFxcy#yj)L!HzFRi#znQqh0Nl@Cu*-e?6F^*W;T_dHbq%HcF?w*I*ZJ<JSlLIO^d=
z!(R}R@Gx<)9u~%FBHj?*2<cLbcdwIC>$!W42@`JzxhcLKlozk+P|+A_IaH#HMAi&o
zBDbLHEZ6?!a7GI)sBoud9L{)cnCrupaK9FQEr)Dc1<9#NQsbYTQ#?8AQ<|HaI~r|x
zv(BpQFrBTaftZ4-nx>Am?fiwFb&5Hq&eqUqudU+GIx7cD+U{&?x36idvbVN2welgg
z_BL*?bU7a*L~ZP{9b%)a>bSF7uKAU%vCYnv?M>~rMmD7m(pX|GU%xeVFo7+tg_OXm
zHMX`kcC3!SPu^F>yEx4%h-YW3AR-<kD{ue)FU>qk&V2A$v_r{Hu$R&LNitKuZQ^QS
zNX-}HG4<Y8de^A*bf4mU_by(Xf57pwIA52=`I=Ik2G_<0crgS%mNr<TfAf~8+3{9b
zKtPYKt-Y2fv;Tg_L;UK#2s-K$>UZ%{<8H29xOQ2%K`e8Jr*H#};#ds413ut~5SP2_
zwh=KW7+sm`AR8b{j=;K&ZIv3oy6u_ETGqiF<z2A*yQ$N+Gv!WiP<;8W@jB_%ca7tO
zp;+TU<M5q$r+SS$aJ*dOR-@PenvBf09u7etYTQ7#VBqaW*0=$_fX9@%CC6@+3V)o5
z?3oRas2mXTt9sLXQSs!9vQPT-MY&ZN(lZYQlRJ!J?`awV*j+M{XJr(z1)Vm!CUn6x
z2oE*|1hnybaQti(yXa*OZWD}iztV(DGNAcl$S5@WP8yvy4qwIlbgt^npwW;tllU13
z+jtL5AlW9|w5?o7mn54NUHBF#Ccjd2jBbGqZe=yORmy|X_*C&HBJAUCzUh3>4bzqJ
z6YquJl18=Nw)<c`yXQW*7wyE6@B}XD&_}}4I=1V6m}ThYQ83BE*%bLk_IWXk#XJDJ
z$&)5_@Bz5h@T9am;A5vhh<1;g_{Bv6Gj0QI+@sQHFaA;97?$u`;>S#E>sII|ubP;p
z2euhrm4-)sy}gLuUKydcjBR`cPMO$Wx50YyfqTiDw?iTMNG=NszuXQF;a{;9PIP~A
zgzlji7Luzbc1tf58LrC7284TGTI&y?x1UDn&C&-ABr2Ts^ubC)RJd617+-IP(OX3L
z$QH6`2Q-l>;q1%~xQ?WU%WBJ_a5I@Md|FZX422}O(!#!?Fq;&5l{Nj4j!LmEFJbJo
z5ylSL2}=ool&s$giwq8lq|q0N3%%8k&|Cg4_|~vRdb!)z%ggAc%j?CU6c*dZAUFJB
z%!v5$Rk5hSp-cRzj$OYSZi5Z3{@rklkiUn!mh6F7Va%BN_V(ts+>DH7dvjZQ^PTPW
zO>5JeT34~`N1(tm(W9-kwcFZTZ8fXyt?3Q+_Bu4lsBNlYeUHGOqenHYv8}RKH8$Ds
zHvs)T+Qx>ptNU5|UbrzP)V^jV?>>Y@TmR0F`JFlbV~6*`MshfuP1^@n-YL}WgOs=#
z{D|ra<xNRrqpfx7s@8_ue#aU99;GL-k#_YbY8=mnv*X-w!C}5oC5{B{tHgnWN`zSn
w*YnRE^+x^z$6=1(3zOrp;GaJ@lK3C~gE9W!c>IL#{vFBq>6|NnKP-m-0ojL)YybcN

delta 6316
zcma)Bdt8)N8s>dxm<uo$1SCPZrl6ugpl+ae!SaIK)V%RigcZf{0s%_us#tC*>6ZJc
zCv{U?R@2gi--NSeYiX&KTZ(C!xtdvOxn5Av%+fvYIdgM<)(-zLyyyMi=Q+<j=RMy!
z{QSI5`9Pzt@m=H7sNNB&Y>U1H#mc6b5B2TQ$EP&X5{#_oIwS=5;hzI36jiD!jV_HT
zjm;{x?uboBh*8SBgegCDj>YaGH;G4bx<rfkEX;7ktme2_uqWrlXJfu|;IsG?z!+pX
zEs&zkvIrp7a0mLCJpjv<CF_!uce+L5JXAJ^1u11AaWGezoc5^lewZ06QE6-nVK09S
ze%2Y?cNy`oGApk`61>E-df)<78af11;^w!yLZEUa?FmneElPCLM0}T?OvJaTVv6-*
z`b$B00+n+Yvo%?7aDK<EhjVY3@B%7Jjt|skU84}P#$X7BD@yXtFg$|n+$c!r1w<5o
z0i|wd2Mk1|<=>eeklDSIAItKgR4Mb1P$ra*(nqO;@)0VR^5GP6DxaNhy;Z&#^*v=`
zf=pBryJ>aV{eY7RR|)+BJs!&hAz+`XNEoIRtqmsq@JW?Ylol%l%v8Aqyj0bs<xZe1
zt{)asRsv)xfeX7M&*S=GxJo&iHrNwnCXj-#l0O<Hs@77~6l?Lbr&P-IuQb-8XMa$^
zRz4iWHWfl&O$9Nox7Ix$qXQcccU9`ng=rNLRk?`@b$l?Iy}udSDdreG*2+PLwww*u
z)|1U{u)fMhg8qV(>N|I-_WX`i`$(!>0Ht|dI^J_hbk|Ly;`O%!AdF{7i9*#R5vtU}
zV?6P<HENR@4HnNPE$WB^)hxL^q$qLQ&%;C>wM%oC7*4QGetjIkY)WQFAAv+IAcfWL
z+Kd&YChv@=Qe?yjWifj=L9ZC!tj2T@p4;+fAN@A9@Z46l%X9S<a(T{V?Yt`z^t)x^
zTQZS6r_Bx|KJ{$Z9mp_yJQb?ctV>ojjgipI8K&cBB$9O7VYSO`w#Gt)AH^KVZ5O4K
zpGzruB1u`VCcAk8bW@_5CSkBItyc)NHZ=9nVh>-wRC6@RM5~)M<zE}MkfGEZ&(sVN
z5hed*kSg9HS8ANESgE`j<ewzb7$iX`)U&`p!eD}YYTHblEvwH^8k$nAy3d*sUyuk>
zsoqj+VsoAfUJ(doBH~1Nxh)!(2!zL!0q6BF;~^-XGnyx6^s&IigTB%j?5jigtpL^5
z5X4zuYtyMrfSUq!nFu*isRNz1&+DKUh^qu*tVZ;_D2+tCf97-Ss}Vx3qw<ei<G;xP
z%+~OpH%PllgftEd(mZ=>NJ%kI<VEryhae9<J!iUA;4YH53pAoly!>6R3Yoyw?j(@a
z8f))MS5&x70^4NF0Zda}C4kd$fmfjW1?Wi$dcr>0hL$7PB0)bPfU6qo7dM6h@HQR{
z(aO=;I?<Gl$}tBx&HA$2ta&vrX8k1*fE21M8YCoH;r3!Z>l6xpFoMGN)qjT2hBf^F
z7xXak0V0~KVu&>aLx|jQ;7Lm8i%D8<DBKqmR=OzEDsVf6-FX(m+0jtw&4xb*@$%EQ
z=QzYx7b~q+#aY#BSwlLEW;N|0mG%5HgeVQQ8fIGx1L>(OWmlmQY!6a4i02%XxpYuR
z2`RKLu+}Tu!OGLOCcz~a?e975R93JI+S$Gg2Y(HMjtr{}C#-u~cH}QGoJNL&%@_y&
z1kO^+uFrx$xPk`(+v&*Cnk4a%gCI8++$E&G_`O%;o+NTONGBRmf3_-|f5l13upbK~
zryMFjPRGt}gpn*E1%?aBau;yP_+R62reL8RZBMhmOpwK%(zzB^f1NkqZ-L<Qs^qd>
za=Eq$%xpt%-qm(XLdAq+)v@)9VF+8;2cE}6k^+Ch69aDVGYx`5I<EH$zD&U1mhi0-
zUU;h^4YqR@$!QLYR}+-MwksVn0HSFiN~t>@t63=GtT`1z{I7tI&zi-XefW>Esx1oq
zMB3WX5G1VA>J_D>!a5`A(Im{(Q>&4_(GP$C-UJ+sv@a5Jsa{%#4|3}a$a=s!&fp<%
z5v~)D3BvXTS>mACi8W@3{n&kL@oa^=1-~7V-*&xd!R*kh5XL5rg<i}w2DGfxMlO-#
z&k#7^#(FQo@7GIn@f0_6@xR8w7cQnBic|+vT8HmBm<mB*yEl9fi?3MgC$<bV|4R7V
z3%kAuOzhJM++tCFVjUhMtWJK?V!H~s#ghHR_Hoia;IbH>={KYJV&k>E=%Hr?e368o
zB;d2zfI{fUA`4+A&X@2P38mVPTGdDz?fpQj%48o+hOzjfWOT)z>sohEMT}&B;t*c2
zY9&_e*U?bICM<&>Tly5<lh~tUAWwUj${+KSwu+w(sG?qE<GpC8itQc?gZZ+!Hx9z2
zd05(bNTrutRy`g<Ja*AQk5{ZNYH?&~?=QZKAb+QKIx^#YNF&?C(x;)A=r6YOo@&k|
zft@Sl6yKW<U4aD_K(JExZF{lFrHWyH_f4*=zpDdrfQLxoNh)2EdRmg2Z70PIG74)Y
zi$MhQf?&aREQUR}!CzQosE9k^X@g%X;M0+p@d7$mLLZjU9|`De_R~_itySW85`Qe=
zoFn|F*w0J(fylmtt;aS=WTHrL5}{6f#!Uxa*b6dKB$+M&Vq1u1Me`uV#?29-!Ttea
zjm#jJz5zDAS8dQ>UVzw(YDAEot9I<~_;`SPPmQHukjnDlo2sY$Yb9)rgk4Cmd2GN&
z>4q7&PC#om63SZESi{>fH^LywNMW}(*|&4PH)T3QvG}^A_7C}xof@g42x{^LccEAG
z-jMXZmh?_aRif)5LXE9bl}18o39zkw4VW5z4MLUoMbKT9t9DgRilF_>V}E=1)TCK$
z`=k*<5g#+K^Hvy*{S0*2>F#GqH;BW}V+Pyox8NP11b!Ehs`-NO<hjPP*l9H#rP=x2
z5XtiC{fCay#Rli$rqJLx+~}ENgEU-Z;0_29XXyo$mVna?bWnssw&ZVoE6ZCLYCqw4
zLVYjA+Gb!y;rwtyg;Q)B-iEVk+-DFLx=cLx8f?vbVYwQQNwHc)P!x9_cJ>&giMEKa
zI-a|T?j?Rhusi%D`8DLCuTfB^8KTiS!~0@}Hh$Z(#~&kP3Z31;DJ3C7YxMD1p{cBz
zQc_W|dbwpjKYwSzoYIKWwVdmH&pCT;he@pY8JL7asca%XVU#^B>Pt9*MMg2_KEAxp
zB%^J_N#M6f6-LoJ`pKZ9by4pqFp4QtjfX5(Pu#(T+nKJA^z6*n5W{-xuz$CIcg=j0
zozB+Numtx>IwJ^quaPbK4_wA$lFdka%(cnk9>FF~WqHjgZV7lPFIbJ2YM@D|ao=eB
z@f+v`?YfzKd@8x5mQMTwhYvHc<Zq#){R%47L=*37po9>aaNj7D`Tb>5>}%_M9#kqE
zZc?7^(t%}OfX+C|L`x-!V!2(S>_bXUydV4cJQrwIyg!4B5Q|ftd2HN8_>-f?wTmzW
z=efo#mtd-6?D8epjw_sFwvT=Q9q>W91gDXP4_|__d|AO|$j~>)$-OB`B*+_y3i;US
z%kT;wFtNG+h4K0WGVhQpPnTUqc^{Cj5s@U+KAE$ZemSo`a^@6U_M2GV6<Cd@P3*!I
zSgAiP6VJF8n?uD;c~`9UDxdXD6WeqR7GRrHy4Q6WhQCTB{MtCcoZ`}q6$9CbYrHl8
zavkz`qEJOUmylY#Lps<3BQe6v!frs8KEf=V5@i<GJW{J_D%O#;oPx;ztHFgEFdciD
zS^iBZ*7uUd`nVT+hKi+lS1h#^%5a34ZE1x*m}3@hyWI*;;22RciN{!Z8^k!qxQleG
zsSWz$bXP+BE$B&!qG8V?^x@v2AH4+ySZiiIZo_DOt(?jV_o>XMV#~ZMhCjhg{T5lI
z-o3~IDzZrw3H=R&v7%di6Ipo&0t4SASBcAY>CA^4pI<25y8{!zWE=l8>_hy;Z0q<d
zybDoLrBzksm1&8I)z#HK%jZ><md);2RxvGcO3B>B@{;mOcKsd<3GL{}swyj+S=n=X
zN!3)!V&m?^aZ^Catm2X>h0|vhO)IHfy?o6e%v`e(|AZ&ZtRr9&7+E%8T*xE5ov#R}
ztSXr~v#6rSw2J9dR$J=Wa=<S5shKtMlo2Pm8aWmt|Cd3Ih0=2@b^Piu$MPw~=aiZk
ou8y~41oHW&TKdzk1C{~&m-rupWgvZ`D@)5D`c!Xw6mbmv53l9uzyJUM

diff --git a/docs/build/doctrees/examples/notebook_custom_logging.doctree b/docs/build/doctrees/examples/notebook_custom_logging.doctree
index a1fda936235c00e7a5fd551fde673f3ae71680da..9f5cafec6e8f4198971024d0496dfa7bca22f118 100644
GIT binary patch
delta 3404
zcmcgveQZ<L75BaNv;De+Bz3|9j5s!AB&icSIOUswNhl?$odE6%tX*n5CiWx#kmGDg
z2ACupEs7}($4L9=G}aWlrW;Cl-CC`5DBao)Q9imab+jxRTcu9h3j1S7n^3!R?@R3X
zb<+0Nq$uyc^M3bt&pE$y?!A8gFLZiTD;yS1{`ie4VWPfHdX;K4HA9($nd*>`_ID)0
z(d52rt9wu9F7MWd9&+vMY;k#Al~vvN_b9BZYgv&A86L}on*JATN#^UBS?Z8JWR`AF
z@U5;Ebje_U62|IFg#;R328+E6F4X^(^us&D4tU>gruS-LN9#ITqy^$x29vGDqyX9*
z7s55WD5o8@l-{QW-)J+fW&j&01<U#}TA&4&^AH(9mgP`%tO$;K3QsgHB@e^nt1CIl
zPPx7DenO*Khzz>*ZAWqS{qpbbKSD?fG0lsPGlN#6>GS8OWe<pL)v&UyL7WRdYbjQR
zcpQmpauMoJa!R<}T}p1l)V9Smq=l&i>*-D{w|xTU2czWMJn&0v%=C37@C&)X&(8*a
zk9=Tl1EKFJfxoK+{&ODqc_r{Os=%qB!*rW@<P@e`7h+PD$^#n~2(&`SGGJ)?0eZJY
zC*N@O3DnNeTRcDGrcdQyw+-uLSv=wEj`%9$eZ8U1h%b<cVWs%`tu^=j$1mZi6}E4(
z7_9zq)R!25p)HG`XyfPLCtE6@YI6&eZ~hJxw^>+Xq0CkHnAMFl=5fX1d5g^E{{P^K
z<G*>5U)Gyg=H{36b(TXI+Eq5IdAW{hPAE4ilK&l^dhn((s?%r?+XJV(bx^dxNbbPd
z?K{X_UJs5|GdT(!t?S8=6Q1Q<#u0hC^`DeJiwll6lkcAJ)X`BLklIqL`k`GWxI6k;
z*j($S?jpE0Ts5x==-atkxHwx274j49SWzFaTJY%02s(08F5GdR&^rw5TH>zYHuO>5
z5GinVIAKjk1<bV9XPY9=s_uQgke4Kr!M%dB&r8#clBSE<G)1&-2Laz9EEjLDxJKZ~
zS|z~uypCcgd#em-Lza*=w9LIq{)6`vAuUkZvlyQF!dmKPFdH~ZbZ8vvHbJzu0OG?1
zhBa(irvO({8`UIDn6(CY<q<QD3w#5L2y+_{l?3Q$EaN*+X!o$59>sWY2RgzKHk!Z(
zsvz-|Pz8z$j7_wt7m(Dl$Sf<oMd>74V5R)><JTyCTi}|+nX4D&8-cxAdV?Wd7489U
z!{Ak#>~13(4VVL!@&o?+NWomQ<XP34{Owbk40CpjVy<-G6nN=QauX}v#Vj;Ss97D_
zC?rGQqN^0S>cb=A3O$#rO3&r8vbUUEWAeYkRg^mQVCnfX-M}zhD`vUWlU6<~f<)vu
zv_0>m%V~mG?Pr*hdSK34;c}{}SVjL$E@W-YOcQ!8WDLQ|NkV({Ss|~-t{dp6o(uUT
zL)d5%AGM_n<Z{+ftDdW<Vt-4m;*XGGR>gCS-3h}3e<oL;XRuv=nK^k$o*qmRI>T@-
zgZsDK2GfHk@<k{btOE1ks%#f!Eo!xHvDvw8#$<HQa2|c`bRoZh$pafGI>8PcMJ|ki
z$)$?nLr5H)AY-uf&=18116Rs!;7ZxpTTZEuz?AxmxJiL*WDpx%NEr>c+1fS(Yoij?
zlsifhtUKHw?osAFqELJDsqe}!9UdiOw}J`gxIbpxUWHpVM@MmQY$wBD8Cg$LhODXw
z3|UpDM$Q`WNVSZV!d16}euIH*^lSJ)VG)PI5-&VGv9(0SZDZVdSBE#i^)$aa(AOEi
zQ?5I<l#t&ew+T{%8}utFI{Kb`>M7iMZXvdL@mg-dh*a&F?t=@*`m!SPH}&1&6J*HU
z9Z=uR3fVk;-$jT8%>4%V()UZ5Q#qY6Urc9JOxxh#*mku*cNKyDF%}fp8oBnXja>Ui
z_LkG$4dW-?61ORktqh`Q-_HDMG;-}#QyykHbbu{mrhX%Dy-s6Rq(_Zek>1ZV71FO7
zdF%BvgpGFL0~JCLYdxgL4YWi>e_SmQJ&hc*z4t7mcgi1*rwIM2k?)`<nWwMHubuvw
z(5noIr`j{zhC!(%Is>=H&txUyZ|WYLVH|lqIIgheG@`E<`3(=f$%%u}pg8JiCX{5=
zynr`eQMvJo*<=-nO0r&X(`sh5(NcV1g78CN!Zw?rVpW1<_+a8-v8o~6ka#ghK9X;~
z_(w{P%5R>1jg*&%lF4}QI=ej{jQ7^Z2a=&!v_6*ThVjX5me0?9?D8dj$%HSkKbWWw
z2b234!rm1N0Gayr!oqOG*B$KaiTS$1(e6xI*AtHJ&%mFinhOhp5r43&lLLBT`MDJJ
zi*Wj!%T$A{krw)TabiX?<DrnYgG0uvsl0?*3}BNt(!C<=mo4QDs8D)AAQp-H0?E3V
zUkV128EK~o&&f?Gzo^l8Bu3`pEFQ_i$9uV*P4yrY|M!K8@u!V+8ONbU=?Xrid+{bK
yU1cM7hmfwZ5!)T5ci4!fPWmMqu}+eH#YQa0ed)q|u~;%1O9nd=vhSq_$iD$ZV?M+H

delta 2433
zcmZuyZA_C_6z1Oc{b(jq6%i3=ahf3!Xx(rsl!-7lgM2gw<NPY1h1viuwyX+s&MlH4
zUC<p&V8h9n$rcym^o@&(vLS3nW1=G(qsf%PKC;XxD%o^%x_j;`6kq+*-uIk)pZnbB
zIrrS2Cfyf*QsF&ePy5ls!hsa{J@p~+gT-!vNUMob9c;HRqK_%mSYM_ODcmkGDc@V?
zP&z{gyDPFuG}vv)RIdY)6p49j-4wXq8U>4!ipe$xGYf{>BH)lE9GcqV=<7PDS#5#=
zyOA!@F|4U98?SVw5kl6%sriM%4wuQjTAB1}1EC(An+Q!QF=7)&bx_(ENe1BOf*86I
zb7rtvW*`p6Z$n{WH33e1PP&P9a^hqkqc@B1*N*$eD_7I!5!$74KgPN5SGlwNc<!G*
z!~NF~_rX!_amtm<i2`|q+{OKj<-a;5J*QS65pZ~Ew%ElZ<9Oc>@n#qy-j|@eaL|yc
z4+~=}GW4)GdM;daNHp&%TraYd8;ndLd5d92LPzIIbcG)6Aj_3I_6L+~;&HRhLOft8
zPNu8%+>GV=rw(*idmz%z)|pWo(gt_zQQV4SE3AYZWr-<paejtypV2v@yteWrAwRI-
z5;>m`4CzB>B8ONafm_k0hS7>Dnm+*^22F5ojn8mjJ=b4)Fq$pKd-!E`>0Ak}nXVV}
zCo2tWI|$VaFg$HKWH}bnaDkoQf)Q(7k`##>-qXVkhi#H(X$;|ZuPrfAi@@tNS>VDX
zDYr^K6UkE8Rgpt;8BXzBI#1xLBq1s<QOZDjY&lxcTm*fpYKafLtk_T}FWf3Yq2iP^
z8!u84gyhOXaTzjfRNk*#r6YUU)H#s1H%2PvQDK}=4J@Y$<yFHdR1DJCZOPWkQUXc-
zkI7`N;V=FV3|9nR8<z#HVLyI_G%Q!XuANQkkgDNuU@g6=YRDqnHwQ-(iCZqy$72a5
zuININ{czopY1BYg!=bt&G81+;swHO<xw5fJP5lFjr1Ll{Il4gP>dq2TT@nkHx=6hL
zv|r%jYEavs71zn2RB_9ork+<JEZFe}d6&hfz~agbu@gzwD}e?-A<ZnB00RqU)L8tA
zXP~5Us@fOGW|qz%Wjvy)%Xpx=8Xn)k@|_1rIXv2V(D0+kmAxQxWzXYRNZFGx(iAY<
zP^bJPKDn5(*o`}%htj%Cqh>`Pv#iMQKwa^-3Oe#M=s9K2hfTyFNql2L8bdvgs3V9v
zNwcJ1E%m`>6Z0gi^@%4E@5-?f@5-?2AR3d^nnM>zswomLd6pk7`4N%3q5=Qsd9L6l
z1D&z74AG}5!)@t=d6LztdJ;ytC)+>iKu>V4aaF1$@u)Pe<~Q@4#gd3Pqx~+1G9KuP
zhKCVO?OUqV^BlhdX&p|(Syity5;v+3zd}Yu!BEE;!xeSP<uOU6Xr$C9Vf!#@mc+y1
zW-C;7n#f(w5<BZ{RnnWPq;a3y!s!b#K6F%;xuzqkrfkBfrVO055iR&i20oj0iqPAa
zCXc;+^W?F&FY(AWLJMR_sVorJA=f<RKjjgj4xF9HJBgEr<&diMO-!oKAA<_X%BY~M
znsZk3b0!@((T`-_C7aoD_L>KgMLb+Po<qM>57#2|f?<hLcJ~4&rqkyiE&#us*s3)u
z3VdB2a#9)U8luFYoasJA%x0J0@AWN8O$`JBDc&u9m!~?#v#BC=gY)fFuhZ*;_V3=9
z7CSo0@9|XnQZ_pM<v0oSJ(nUTIIGH>8yp*}N-LbcmPWYMlMPv?-=Tvte0w@8;w-yZ
zL7~>ivMufl0z~wt(H;?Udu{ZZ3_E%gqI+0H1ShWdRC!C+`;$FoZs&S`i@RTj?%vF8
zgK}6{fg3>z*lPUk;p1yOj!O&JRQ6lzGHz{2bmtjZ&AsAY#{S%sDf`LC5xz?90vutN
laTnqUn}WLtM_A)-JC4wn+F*FO$K$W|_??bTN_}50`5$P{H7fuB

diff --git a/docs/build/doctrees/examples/notebook_ensembles.doctree b/docs/build/doctrees/examples/notebook_ensembles.doctree
index 5bf02920ff77ada51444b22dc62c2fcaf1482d36..cd6360949bdd7b00890a5d0bc35ed7f1ecdca1b7 100644
GIT binary patch
delta 126
zcmX>h{!pByfpzM&jVw+a5)v6DB?ZM+`uYW_1;u&=l_eSZd3yOp>66nq+!fVek|~KL
zi6upe$=RtzdYP#uX&@E)Df!8hk8oTO<IT)XOizu^$xlql%uAor!;+Jkmpx_ja!zMn
Up48l=)RcIzg5u53IUh0t0A)unM*si-

delta 103
zcmaDTenOn3fpzNMjVw+a3JMt|B?ZM+`ugSN<$48`B^mj7dih1^`YEYp`UR;4#gpSW
z+{I;Jic0eHbBgscQ%ll7iY6c9xWdnqnwylG5}%oyn4VfZrE~HIPUp?cT=y6OkIN<H

diff --git a/docs/build/doctrees/examples/notebook_extra_features.doctree b/docs/build/doctrees/examples/notebook_extra_features.doctree
index d20e86f08397188ce6752f0850119f269ae13e15..387665f02bb906109e180e1d011426f3608c19f8 100644
GIT binary patch
delta 1753
zcma)+e@q)?7{_^!yY864%IJPrDWy<bezZL*tz&hxT?>QFQL0ANKW10jgX?WAr5uiB
z)@>#(QSs+f|JYxS_#>K3897PNNsNEYNYq5llEq~@$Tp)cF*6~WAXDG>4hl4y_|N@#
zpU?Y!zVGuqcb~n5emjSl6U=M<k4`dwn>L9Cs;H>pWG<Vl7nrdb=&hb9$q5?{<OHw!
zrp-N*TMi2v!6^Em!cqwb?d9OJl+Y4CD#52-9g4!ArX`ew$tp9P36w&8oe@b2dNojw
zh9KPNLMi#fx<@GVGG6XsB&_v<%v&rJ8eb#H!kkI(&XOQDHqy7=-_$W{I+}?ld5O<N
zQuuE5)L6SCPOEKWjTK%u=waUSlqI`zfd7S8WD8C>xyH`w3GX_U_rwe3q+D8Dq|FC%
z_2PqY%d1DvEpOY3o&c_4%eIu_zmSc><GwrLU=<7JYCF+O`Fbrh7}0e_fz)fB)QkFo
z0&lPy-fZ-s+e)aFbD~8YGQ*2p3Hp(wA<zVO44uv^ZLt|qBRE@iFc+{QD-79Ol(|?@
zx?uC7AP%)7KVDW;C|fZ!H|UTV-she~Z{$@x4kJqERg#K|sH*(p@StZEl~Z|@jH)6k
zD(}fn&83K)DK09)H9HSJr&BvkUTTD5!6eiQb@$8i3Fi$8%|gFx5PgdYJDk}}v$L2Q
z=@Yzg(w%@&_Xq}lb-OiFSZ2ByxIkN>&iTCIx9>IL+N>P=55@3;YPfgDWvY^fxyB&U
z!g$b5Evar7;G@<?nmB`x@7P^|Q>^oN0c!^#yHiiM(HI%x3}6dtkw>20nWU&*8k&qD
z<_m1?A^G`T8j2oJscQUTC{t|shQ#n<;S|3UPsAknde?4Xy=Jg`>)@(~g~z<QvX#O8
zPolD5R*$UaTr;Yd@`($_PZ?D@tnRuST70@~9>rlHNaj?Jrs1fsy|Cur!&klxlELqf
zluY8yIN1aZerL1xEO}dP@-_J<KaEO0QJERS*kGcIWp3atXTcHh7VfyY+|DL+8NLkM
zhc4lEnU$(vgtlM|-BQ|jg(f3QU8M2kH!&i~sy477{{jf@adZtEt%jTJLAI7r%+|ns
zhh4V=doYlNRlkdHq{EL|V7kM^wy3Ndvu<_?vrfDKC}0G;j-?z7a1{oK?=hf#@bsQq
zcAtvxSMb{y@A?;<>x{9y3dR)hFAPT3gRgc4G$fsYfv&E5*yAdm#kh;@E<$Pqe+U)p
zy?1L6Y~0(A7UiM6*D3V5+`E4UZQm|PQhM0KacMq1>_{J#gu#?!Ff#xxp-z)!B^ZxN
zQ7IFR9pW>N1TXayf{PEv;FZwDt!0U1bbyZ>9*o8lse#-WeK?Uilmn?JSXRm>`}lZ7
z0fym&p5ypO?g|Id6pV&F8{WlT88h_36`x*XkL5%?1K)+K@PF#}u%mk%A1fqI;qNUZ
x5-^0r<a(N1M+7bYy^5t8+#Hu!Ms7cg<@lz2pyDR-L^>^M$&-PRhaPws{R0JDB~AbU

delta 1337
zcmZuwZA@Eb6yAC7y<I0nVC!&e$_f-5n%&#lf&tbN21UwBi)@3%A8z5J-R;ewm$t}I
zaQMrZ_{9z+O{PZTjAHyTyuZxkV~LsB5Bx}GG`NqLpw1;2P!s*7zVCa(YO259_dU;Z
zp7We@&)vEV*WLwbN}9cLY(e_F0!!s0gsOGu#|5_sORJqQh+iGDp&mL2eYmMqVY5;U
zr?6WoH5RLn5SXIy9t=4BQbKiVlg9CyhY3v6U<ICUsgzPIh$Zq~Xu+wV9iFAgBP336
z#BZZA4CuyRg8Q*q?t)2PbVYW;r}v9qy<c>R7JUkCab#KXz#2tla?O-lqEa?|)u+OX
zRHO?YK=2$UI|bZQT+A{N1^hg80H-}o;KD6$kd!m*5EP>B-^<WB+6K#?<|Zs&Cp^hD
zA~}ttriQLqamnk21lNh1I>)#UWo+wQH2&}vLcyEDjvaIc7wLg_h+Lv&S)g1M)C#py
zb%p1Q&bl86%%itHDSl+K9>uqJi`IGi80}Y^Fw&5~V8bYx7x1n9wU&3NTvov4_CRr-
z);zbKYIM@su=c;nS-)XguROd4zj51}rtO>DHbv_lHAKteg1;?a)xZTuD|Q6zq)f!`
z<vn;g<REqt->>!=*8>fNJT6|SiAo<+TR!7tvxSiMZC)Wh-{P_?Geo3=v6)LiJURSI
zkZUoF?SUP#xT`IgZ{ah1x-A8B_+{Jaf)_+S(DU>#2Rgw5xq+@4=bjK@*J~#26%hlS
zwbB>V!UQh0Hx=ixzvd(Jhn(aCW~ve1!^b+zCBKBLp#fN-Z<%~3vV|p=SQl(f_DLEO
z!cPj0l<?cX4BW;)I|gBunmvHe9c?Z6)pWAS_<RF4SRiM39e0MCLBLSB!YW9-ISEI?
zb(SBgX^{BHSLz=`*=8kwiRdmV!{5VYV8`8^l~%i%;NS^A(S&{fo3PwDV68K$K2E($
zsqX(!Uyro#sv9DH8}VAZ%!~-jknYip4L-s=|C{(mG!E;A(6vq=YuxQ#gz|DVlhM<S
zZui*On4*to)a0;|Or3EL#-4HOF+Gio$J-xrY?Cs{<k_^6h-Ko8gw-c*6cxsX`eTEq
z6GMGxV(FQeu&AdM`+Fu}1n=~;!YsOa8(|zz^;S9W(P_S18avlFq@Rt+dS5CXljEbq
z1DQl}ct%U$T(1%tp^ZefS^7gowQ<UiYAh?NC0Kk^EuNgI(bibAwc2;=_*uJ25B{ra
Tx7dw+Z0$C?ZHR{BWDooUmnNx9

diff --git a/docs/build/doctrees/examples/notebook_individual_systems.doctree b/docs/build/doctrees/examples/notebook_individual_systems.doctree
index 024f940ca81f8237d9bc0e2804d6a63038b712de..689b294ba1e0481e9f33d9cc333d142f9e050996 100644
GIT binary patch
delta 3990
zcmd5<YgAO%73Q3oxep-9OT>X;2F4gs<Y9RvpeRKGLS~deQA-s^m^uuP8DLmwnnc99
zk}Qc?x-ll!T5%cFNNdw;)kK4!q*>`&p-`hPqZD-2wm%Y0>f2Rg&pCIv1J}^iAN^7O
z%-p^A?ERf@@BN+2XQwr9zoz9{bUP;bp$|A`B&6#np=dZbEm~}M@GILLS#9hosC{$$
z#`ag*XF7Ba&S7*$0WyU`OJE@Q>jShN`#KL~FAC#+LR@zd)E9@shRCl`1=L14L<{!w
zBlbcJro0s7fTih$s17>v(qM<dNS=`?4B9%AupL8oh#6MrhvPLEu9iM6l|{dY&_)ta
zfM2D~c<jWG{P|Ssf2(yijHC*%bwwU7d<kqzD$rpC)JW%4d=Nu@Q<`)wX03?&m}jIp
zlPhc?P<o|3vr9#EUWtEcz-%boMm+>;(;DYP<mVUXJ@4{Nt)CyXB&`NZtPv{X%V03J
zM2ubX{PX3O;#hzB1dkJRLU~TUH7}PKI?O6Vz;u-%KVgM0d|2%zhV3bV;7S}5<W5;0
zQeLvyk{j!7%l`|ia4)Ly<8fVKcHDUEV+@n=2t$eBUZh9eN?cE|iFJ&)vf%2XY9v8Y
z+BG3e!)7N0jCrZ(1RI@hHadS!H<BDhR(W*dHOlD3X~^hImv%mTUyJfdKmpFB&Ul=x
zVWUI*<3{Ha8=VFcDbF(<9hZiTPO9Wya1Eg?%)>@!n81HsI*{$eXtxqiMn_-x59%RM
zRio2(5e63;ASuTLld{8=&l?M^%63f{q29PIrQ$eBzh#xjP`X)(qm<H<D3m^wEV+L~
z!eyD$ON`UUgwq0S(LwO0XCSFG2rlLs(Or^5Cia$(*l%QFcjq6~p~=ueR(x`6Iu6t_
za_`IJk{BPk`Dg~oT8W+`!6vrWX<EkX+@(nfy~t9GG|%JW5jn#W=|oW-B8t&b90M;8
z#753#R<e3(PFIz|H@lPI{EKt^M<vQ<QnS{`@&)R}QH=`aEzh#daJ6`fcM4x1K?_hC
zv(VvlVoR1(Q4)#7eWX4Cw^s|R&!*rUB$Kt+OI9NKm>ptEXEOeX^1#Fk9hXK*|BlcF
z=A#^)V;rH=ki8-T9VcZ%p>{<TDx>UZ{d7cKQ1lP*BT7!1^!|^x>F_ii3{SHN78`{c
zu9LQ}&gSqe9k^0WlpKRcwm(76@-CuZ()yKMIB--a6icv5!ZYM_<GFc_C59qTsAi^<
z?I;eVaarimSbBCrkmHf)A<zlF1|1Rh_^@>H)kQ5PhsF`(h;^7Pd!^E<W-PYKaV<K^
zBDas0a6wQ_R*)+EpfZFzYK-`oI<S@I;9a^=V)0HLy%nIWb{HSi!M6E}u|%Em_*Xi*
z+Gr=m4I_0X<O1Z%Ri~Gr)b*h_EQ1-6!JL>7Ot%8&qT7fc%3$vKz}%)_rc1l)V=)fp
z7@8oCq4}4L<~Bhy=lhYIXPuwVc{`uMN%c)-7?*Oi>%8SM1ywA?t~-YDT5h!I`s>V0
zex%-rJMcl%9Ys;tle*c>a+<Nt7A!aAgg)`WOKDgZ&fpZ)h|;m9f-!1gu)4huAoAsH
zVkbdF@b2eWcfV5z4OVqmi-~ZjK*K9$+{>}nc2mCO3;!g?*vx#jM}xnV*}N#Td6r|n
zJqcS|y=<xz8!(k{t(N!FiFme1f88{h#|B<rBr_%u^}JND<p_@x_)$&`nX>%}PL~%E
zk%SwYjPUC%0xWHb23N~D$+Y=7-(pP|q2@kIE;p8Y-crm8L(EC92;r$TDhnZIqAK*C
zn6HL;?MK8~a$<6<YMwFgrWsvQ!j32nS`UTql;fZCWHD!p&Q>{YJ&e3_leh-nP30O`
zFkM15o9pB@ZQW(YT|8^kAzo=yC(qin>=#`k{)A^ke};PF@o#w6rcMeUj!ZFNvf^Y1
z)!7fr*-JXj_@8q2o4)K{$=MADrfX0DWcP(ZP-_|%1Xkd-T;MBGfXe5z2@3SEVL+*n
z+@FT#LT_ILwDd<yaa~C~vXY!cADZX!f1t-N6r|ru&+w?6#G2q|1Lj%hWb>2LU?9_A
ztE{Z5Tbp5W+Zr0}+mGsDRaXqmKPp21aR)r^S`O_ea<@0X4M*M#g*|U1L-_Az!0KZW
z5b(lOi1^6Hl~>!>H_oJYmp*P(od36ZgX2^Z?_wtl(EBU5pI{l0&*)ov@|Hx;?=}hW
zdE`_)SNN}X|7*~n+JN^WsNtgF!&7DAA%P9!0YSM8_EU@RGPotJ{P;K$j>~bshw`(j
z+#L#LzqIUhA`(849cP*29&^BFJ)edQDru|^vz2JyCfL{eBm5;T<Qwimm~&<}|A75W
zfZ&?>L8|hPq3g_H;elM_9xcLaHMBa54pv3`YnWIW`ph^?WLpp{DqAo~WLxmJz5yQ3
z5!n{ZqTYBMF0yw_67W`QJSM4IJd4z+6EsY&mWf`uDiP^R5$x&rV7Dl%RSE@GD?-(u
zzQr5GQL)lz%H}7=v&{%s`i;s3z@F41v`tPkR)hr0550Ai7jo>RVOf}B^1e0_8KT_K
z3m}Aj8`ILo8fnj9FAnJ@XOYcHi|W59!k>!cTGS2qzc_%qMHqZHg||-3eTfDlPnn?L
z!YXu2I&@(OV}rl+`lVASBEsSExEnJP6Ww-qV}g6V$Kk3=a5b!j%FB5%Ge(`2HjmBI
zV5_LMHzZWqJwK%piIuJjICJ@ZafgSjGW~;^E3?9%s;afEwU^hpY;?EV+q5-Rb=B?g
z-j$rE0`0YH?3Lv#pb@TL*+AZk?L!Or8uI?o_H-kd98;iYC>VDL@ZC^2WS$Da&KvM(
zC}ZAT!iLpJ<E+jOLY>ulgIby#LFE5ur_G;mmEv4OKitj=^1-fEXC?i%UuyhIDf%~(
C7!Uja

delta 2821
zcmai0dr(wm6!)Cny?5`J@lq)T*@aC_5y(VF^M$B{tBYD#qvHb*ST~VPF%mJ%%B=B`
z9u-4NoY5K|h0Il)np9Rsv&V>*y`};ot;xm-iyXCa>U`hb1zghpVcBzk=bYc~ch3F3
z-S(>alM^Oom1XPkrfxNgr!Spq3!%iQt1y?MquttQ?AFa4<9Q6}+NHrXuEmPZT&l^L
zjLwDB{PQqM>t~0jsm9im-Y8GPEF`EOfisXEc`%Y1LhskR$Ls}omI0G-F;Z%HJkCP$
z`62}-Grts_%eYK`DlZ77qRTxfq`(F{7#%@}a^rA2QueiEeN(JkgTqF&;W5Rzf(g~=
zuK1Z6oRZP`)9$Bv)mA#2+(%g_9&(Geo)ANcjeX#KKO|n1<1i*5)%1#^knBn5+(qZc
zwrFjJ$Ui!X++&E`FGYG&?GQpq>4wPrOj4v~@{8=Dr;NX0hJg&2j1QTl$S{)>$rvf}
zRIo^#!Py1Lm}z2#!}YL?X254SR5(>}e#Q#idb-ntSZ1Q#>r++d1rg$s0a2J|q8Ho7
zi1c7ZO?t@mPr-V?B<Hq|nr9@#B}2>=DQ5c<b~xQGrrr=!*CA%!lZP$PB*pw-h&f}3
zVN7QJ3hWMD#As$IMlnk<*JmdJ#&W38rGx=9kI`4mSq%87nZ=A(BW1|kNlcVkisAG-
z#H2%v{#15f&~nUD%Y3tc2Q_fep`0l=NH7^jLv!u8lG~+6$Q>*-%kh+O#J_{La(#f?
z1R?{;Eay|sy?l{SLazKW9Mx4(9iw?X$AqF}{jGw{7W|Gwg)Vixp#Qa5UsIT>;1xqs
zmJ#bD=}SWr=Lbph&^M*GHHSqiinSPuE?PokM8xJcx$W*)cidF39$i*~+E4?R<j1vW
z$`a`wxoXFR1*JT1xG}5Tj#DiGH()aP%12^42MjYPc2yJRi{}}T%g-ESvul`Xk?YDZ
zrc2emqD`I{3wc{71oL`{qE~;QZ8T`D@1V8zuCz87w06E^$Ne3&-j%fW1Zefpb6<`{
ztT%Yowevb?@M2tM{@?(oVBveaj1R6-Qo(S%Vv*A;T-zT}QRF@z5Ijx#udml4L{ioI
zH1&v#D4k~4O_A%!*=z<RP*r0zA0@{dyO`ml)J>bTNs6511SPPY%IUkB@wuRyLOV9w
zFq;V(8_Opx&`6xk0Xd@{dN$RWuv7ptcty{z8G^Y?kPl79+{1{=U5vmzT!i;{w<4X;
z-V9ao7>9U|e-k7>RCI4uwF+mY6(*FSPF5T>tl;$ju_Btv4^?Zo4J-ccup(BJjM1O1
zi86sk8xGIIo+|qk9}=!g*EIfEmg62nyN@iU?MF&cQ)$Z0VTwcM{nwfgLTTZJS{sg1
z+btZixqc)L=kI<8D~}%3FiSkoz!|D|<zWof`5q9MpcM~Zr#VK0%9A!+-O-?2G$`w6
zFu&em!W~9~?M8!_Wdp|CV?;|t@jI?NJjF$LL?=}_qD5ztRBYrBkLY<}!uP8FXTty$
ze^=${`HB(iG^1}-xvrcaG^1c)TadoGX{)FO2&ainQ_u^vNa;t*S42>2Q#gIyG~D{I
zRZe99wO)#+aeOQ}M4;nXs?@VC9tCTP0ZTSud@Ah}tQ_R~si&UX(if}~4M18u;Ozk5
z<M8S2C0*_~*RmW>1XW(jf?13m(%run0z<aifohe^vr=a5=wL4I(4NZ&tjmo~C4o-r
zfsTx@Aol#Tp!w&gU<;l9F@iRhKZ2XA@~YTiZQq;5U(TuUo&+@HrQm+6ye+m_<=e+N
z9xbxaqSlGQ#lPw@S@?$Q*l1coZ@ggT;qHT0S@=-HDD`{6@+wFFxQ6^<h<mZc9}-hE
zez{y>xSgufRcfk^6gAohj1DWEXiN*{@EhtGfB7&xK?_W+-QuVl(=kO8uU?qnV*wJc
z-nw*3y#6?~-I&Q|o%3e0+In{fuZtCW0V?$;Z~ch4Ueh1F{Snw~?&4za(vgXYB_$;Z
z-sQ#aqQwbCO9~Pf<UN<@&GRlL^`G>}r~s(AsA$pBgoSy<`2s{m|Lory3xh)L%PY*u
zTQF~7VRk{@(k-uT&4IM7N1zPyD~1A$g{X=p0P$e2*aa{M=V}#I0KF@k0pdpGvk;dj
xiti+s$Ik2E^2`;HW$w_GTLyX>gcrj+=fsECbDlr=YU4j&i2oc%$05vwe*u{jzFq(T

diff --git a/docs/build/doctrees/examples/notebook_luminosity_function_binaries.doctree b/docs/build/doctrees/examples/notebook_luminosity_function_binaries.doctree
index e561576c40fc7828ce780a9226bcbaf13ac8234e..4471e89bd2141f39130a269825bb5979bd20d77e 100644
GIT binary patch
delta 9570
zcmdT~d3@AWl2284y3-*?cjp)gIl2ktfRJ<`fI~vUrQA6LA}o;5KuFRgB;;^bmm6Vl
z4YK3~p5h8*gh3J&LW}JI49Ljp4zi#e>Z%_ZR#`v<vd#{otn-dv|M~(a|1N)!{#Dhh
zs_(0+SMT@U&vhl_{aw9+R|juB7}OQqzi*^t8w3TVuW4J+mR1$ql1D=N<Qdwk^z+)P
z^5v7UZGD@<uF_Q{Io>3fVx!5exR_vVQ^h|v(c=W7aLRmQ>H9NO5=;CA!}m-h6YK_R
zO2UlRHCp3MPO(&Js;pK0s*<PFItvmaGzLT=7ld4HsBTIf8+6mT*>V{SM#+kBvzBod
zdA;BF7>{K2hCbv(@=P2cxEaJ!s@2A`0i-J;Ex1ugewd%{Z}bUzNspQ2ul=n!5y{!I
zk?=4nN$F2)<whLK2%Rxx*MKEx=e#IlNwGm0;}3?(WK~KGj3r5#gW)Ez7eDN;c%8F%
z>OsJb(y_18mf;qUW3Z7too;nA-%I}u?)G8U4g62ew9RJtH$KSqXQk_qVZ~F@^$%3n
zPr6+XC9h{(!mmB<|5><yTDX7G<9@tfFrIH-P&L_|0IgY5$=%Gkh6s%aO_)Xr%?{z(
zb6GnenT)W_HzZ5`0Lj-+*~R!)4O!EgNWL1TjZ2d3c>YHXdtvhehlRvu7lw}Hbdh4j
znw=A+=9fb-k{o$%we3vpLp@SEXvlIXAukVUHk3%))7?6L$8;3+M2GWVhn@#;kcMI7
zv002BWN<V}Z4UD7uv~O#c%bxCUScX2t13g>XvwDGxyCp?K&CmLl$+!}skl$ZbH)fO
zc4|Z_zD$ng%2eFL2qF~?PTfOI8vG*{kokC=2@S?qHDq;4G%`6$X2$(9@-63Y^P0hY
zox38YzpyHq&wdk$$WO=b{jgmpwfO_^y1=HJa`Zt?|4}+UslW>H<V;yE_R*5#xyihK
zAeM|Nw>W<)cr_A+F<vw;9~{E@8JMUQ{>ExO{+fJKa2f!4qj&+-l89c3WJJkAL$#K9
zp5&<1sw>DMPEk{7n%;T2<li*d%yhHG;JulHaix^yivcu~0j0Oy%<RV=!!6!S=R1!z
z0+Y#_Jxpf+W@eGoF?$nYhg4>sTaHeTd{PIq%t|D`1=BM<OQCpTV>^VJFrkLrn|s@E
zTDpEpXvon;NKSTHzR?dtG-+?hCI`xr;HsF;Z#>g^**T_ss}Yb~S~(tn7SjmV$>jP$
zcv;LMF4B_1%<=vj=Q@9={}qH}1dGWVNK6|BlVkaM{WSXnov36^6vG5&D4MJ)NX7BN
z?wI13U^NlfHkS2*`NErdTp$A{1&g3E8J2_(aOZh)W7Tg_4<f2<t4D;iNyl2bW4tSD
z=Fgs(?sP`4VFkF0tlAJqwCl#fJ|>v0-NmHX%ATs9*3MyUc6P4oi*STVC6NDGp8+Si
z6nh@GAy-f*!Kaeq{Bc7P;E`ZfvpKq#<k-@U2?*V!>7P%*Ju>E*-620ppSsD7X9i)n
zkk#)IvccqZ{wRMRJ4MhwZb^cHWKD;hvs9gX&Y(Z(YK>)W#Nb@FsZ9gpgbc5R(Of12
zGjx2~m{|Lkfv}l&rQ^f?7TzV+)-qNKYdS2Vv>eW^R=plJFhUePa|-fwA8_~9IU}|&
z*8^o_D_#8p^h@|kkaav+eR}$=scac=-fW$!2~+yIhvMJc_qx@Ec$#~(?yo{K^EpbB
z=J*r6O&|_dGs&T}pbZRc#bg|Gd`3&wLvMy^*)<sNk1Cvu?kt0gY>-5Cj!jgKbK^^A
z5pFS}f-D9ZvK!9*zc1Dx=m~U;O-K}^`=Mf63bJ}%tTTMiaPT1WrkXtEDt0a=t}@LV
zS*p<PMn=jztZ<FFlLzN|fGLY(!m)bR^|GMAd8Ts(;v79~Z-GMHaISck^QG55L#&ZV
zMhlWYFg_vN=d&b+T;DO66u)v(1>?`~$Fn>D&tzePbiLt;6wcJsv!`K*j8y^SMZ+(K
zYPx{+iiEX~oar1&o^+nW_Y`DvxQTb2yI(H^ydaRp*##*OSxYesPz<@}%vE=kD#ahm
zHvw2Gg;qBf9vl3FfRf7=hQEuVMkL&?=<zjR!{`ut`y%8x@3_n(qqoirViV5(i5;&<
z3>z1dIjC>sW(S8jmvoZ^dY~KhxIBU0o(-9<d?S=6z!)xTA(oEhgrib4FrwY@tm5F!
z?szqnD#gFzO5ExUUU{iEXoM5AI0mCZsknhclHNMaJQZ~pO}|<Ve!(>Pt*O&BWK8Eg
zSi{HKaAgQv(udIPS#SonbCObbbGSL`I%b2(0G)1+lH=@x9ufesrEps|6skcLPyWE(
zajWqGRw*?qz(m2d2|<o49#-}MQjLW4EgxpXs~pl$S7Z+SW&i}!l5J3=Z{$YM;QC@V
zOi6)QPK=_q4G=D(wnuUUK+W1|4hnLeeFS!z)v$R;{_s+Kw0dLIT@(gr`*Yx_Likxl
zsYLJUeW3cUnjsVpKpB*(wi0l<L4<J5i;zHft%Y2gbPkgFuSrlR(Hpf4eT~62dL4`c
zSgno~=;LA~HvoOhL~42pCaN)&kN&9t#YdYD>Ug18MJ+;G?GcypozD4wDeDi~DnTDt
z$0p!W1FzqQT|1wKZls5IL!Z6ur-rX%Jl<*C^hE>Bco`<UMsEVt7`Dd$hp6!&`r1h-
zkVIPi0z|-dRj*8kQF3s=gv{z@Z<MZ<4a}mN4jz*K#Qf-^)n{TJ6$aFak?r%GN8YQV
zkM>}C7K`b@L7}4Uq|q%0pqRE$7)rm~3Jo|uR5T#{Qf_rjDE*=fW^ndIzLx3es)I0&
zKbGRmP~KnTnxtF+{FVtkA7bey3fXE>c+vdV?+UKYr?);SG*i=lh=D(e<vTx=ccNTK
z<HWzWV^}3|Zj(3($C*PD4nZW1-wsBacZfO1ekJ051@Q)M@0C!xWjlO`#{{|=Es_?9
z&RE}2x3HqI(UNUxsAy_#Sn59V2xO>lr=nGy3BcJZY$!NIba9^ms<d3v6SPz&eGpxC
zNUl{0a8E*>`y!lxKAc{p-^oqI_M)t`XVAGjVUi4L(c3Jj?C~)esE(J_zDEuS#6OW9
zf6=Gf`J;bQkMz;zoz(hH#S__}M6pMCq-C++>k04!68I8zZ~|8KlGXn2?a)gHPjOC>
z-o*{B>E&WI{(=s+s^YSUPf2b7PFckJJK<4qCH)?Dc{Ylol)V`K*!TEY@WFmb8uMw+
zD?Q?#dge$jt%fMy{TACHmwf}Za9$mffFJb|tGew9Th;TsU?lC^1xw&NE>Wbr$L(Er
zeclCm!1{<gLu7<C!JOGE06D8)7SdQ+(B)IVD$T!sBg6daS8tG-y<7EvdyI<^Gr#Wx
z(0>mS5zO}>I6924SU4(7K#e~HGjMj8T&!ZasnRfBx)W%`8?XT#+?}yA`btJ1I<-uP
zKB#_GhHw2o8GzHO828?5O{Zs0vlW$ZvzWs@z?dR2c1VnSB}U$)x4q4lt<i6Ro;T|L
zbpM+yxGT;<1fEc^XL9q$!bD9o;cFm}$K^<JAo7XSdY;9VDH@`#%U(44&RO`i_f~SG
zqTj1hk8pH(xVI<33Is5Sq3svgu9u(nnCY#H@W>lScyVTOva)f0gc}+ZF1zrJldKDi
z?K54~2@kp0vrz*DTwHlwog>8q0LqfRb2y;y3X*@B7O5J&-&pnaiZ9+VP2-|UOwHjv
zi0M-j`YJw7K*#0b?lMiJKYYmEsaVS$Nbh_oo3Ea}c8YB<p5yY$#=3?3v6Wsr#|SsO
zU@VvQ?!@e|6!xhY`srFd16V1DNHas;9ayFLPsLlR8lS0nPG}7GF5^}%na9xdU=m)G
zlW>g>k&|#mP68`nBi(q$-HO?-M9@&{U)<@io7)YFkTt#IEF{Wa_0x73PT6AyM04SB
zMIBNuAP-v961P35#8rk@iBrpUcD!Qg@L91BD86{7!#$2jNrx*vnTbPkCT4KA<xG@B
zc=qD&pZBWs8mRS}i6h*)BSLm<Cg<te<LL+ISpuvSGZA+}$_37ZC~xnrIm>~7X8kNz
zlI~skA1HRcD!-BoS*c|`^u>~h9)$n21pNm-PJ%uh;bMF7VjX<KX-e&%=cdj_$l4$N
z344un)n0}-!D|IjsV4!h@}c7ruE|jWfaMa9`ANVMAV~gs{{vU%1N>*j8}D#`#HFm%
z=3>YX_XK&APP{p%)Am@jVM?UC^511uY>Gk!cwc@aRuCz-*_l^;ikm%_0(;|$MR8mZ
zXO*%6a9OJsMV)muu+TZpAMirAO79%kr3&q|C<c}7HslF8*{D+@dk}1PI>`?U+9c#H
z9P&`t)7N347GCwjJcL{7h;)s+1z%`^y|X9)6UItL0Ki!>{8j4s4T$l)N_j~B@J_oG
z`oMcs=vLs#cc{H8KIN5qi)4RBm+3K1If(S%j4aT(%KjJj1O6Dvt`6eqpgU|S(o$m*
z4(3+}j7*=o1GhMv9UJQ_x!KL)DA-?9t&U%aWYZCM!Gak^evO0aM)y%LrZ9@Q#|foZ
z@4~OyL9hEB2gh=$49ql&GxQWAEihxcavbb$<#8RgUu0(hMzMLS;Yx?PZv6zGYH_1c
z?w*!&AJ-dQ7Q}U0eBQ`+PU&kUF)$Wq*x}bdrPkNgH`myks_T~0dc@(w%bT94uSgwf
zNv&+CUX+?)NnLEOuBlj5zOb%&X%nN{JS6t!v_PS3jl{SJ_Iu7e#;#~+sB37Xqk}On
zwtO)gw}^2bvDY+KFlJL-lf8zH(qMXwsx!xC<7yk5><vwHg$4)EPl7QexV+Zh*htT4
z&_ZVdCQ`E&<89^KYB?8eEN@&=U0+|pwcA#>PqhDEqDp@tDzApdV!Mxr)cf69zfnfl
z`xOM&8a?N{SYwpDU#x{^MFyAP=Q4Re^(5~Fck&usCqnSckTB0#>0dl~+%5C?OPR+P
zeld^VR&4b%i9$&-sf7~HDC|)3P!x{Fe3MM+cR9XX6P+53Z()&%XY}azB`qMMTXb^@
z>y}oq4;JJ{3+_kXIV|T&eCF`9V#BLT;6o<5CI-{6ze$v4yr~DP=Eq{y#LXsAp)DrY
z$FZ0TW|t`_sIj>!(b2(vFf@Bj)Y2Q{mD60@ZQ{{N59boUlM*ea9>nZ(oh!Nz=7Hf;
zIq0H^Uy<hME^#!QT_g_Yq2Y?;eJy$V%Yt{`MeM4Mu1&yv!~e+<KgkgTzLO*5^&GoT
z>dUT>+@A=rV-PmcX$}kRmxzyJq?v9{#HEHvc6!QOFqwrv`deH>xS7p~&ldrqTuQz2
z6JG?-jY&8QQ_S?wNmy)1k!sQuHMhB%{ykE2(1JTcNAckz59kpKK1IK@VyHn7S({dL
zc5|J%J<?g#536v7nSRs{=No27*Gd&N|HIWh+7mUdgUR><m}^z+?(2AZWB`u9$A!W{
zq3&-DYRz;|3f{t6vuHuzb34_l9fR_<L8zHLJ3QUu*v>-Zc!B-LGs*Mu!88$o`**Ip
zq82mh#5A;GhglTlUb9+|yBS4(fk5x3;dng8SsD0>S=0pM^6w7h<)weO(&(vvApQgF
zbS)T&Hxc_pxuy@s!_d2TRZ~-a<H)S6`ilC-%=#yqs_K?z)-_bptSp>hO>uJ<*_-T5
z4fcggDjG7YE1DK_k*q~^3+bjTJQo{YU2CtbD6grrFRETz+18@1sb0FIjn><6TzFVT
z?E==XghV4fV8d0|ZKm1TI03$;Ph?{%*lBw<tG^a{G#fMVnwfsbs8hRHPzoL2vZh$*
zu(PZCLPra`5iWFG<Mie#BU|_!^P*T%<v7atpN}2o?2m(gz~GqAfAL#=hn@f0?6MER
GQurGu0t4j$

delta 7111
zcmb7}c~n$K7Kf?ZJ6m_Nxj{n*3CN;=Ac}w@M#l}s7*Q1CMr=AnP(URvfEpze_d?5H
zG&(w2jsq@@yirkci5ZQk#ECQGa$J(hGBHPklQ}0QCR5AnMbyOh4|%Wdty^FH>Q?dU
z^0)0?(pOqlm1^UC{XSLqZa6Ube`q@P4!NxR0(p2?LanzEK3*MfxWV4SEDDR+@|-1n
zgvAzP@>S^Ch0i^NcO)jMtknGm-X0!cTWh|6bRNJ1{347+vhly*4fwT{UGSdnFQGu3
zX^z7s(Msfvt0VpK6mw_QZ0<NGHlyR1W#raQ=!rj%FhgI!w^pa3WSseY5=z8XabbAV
z^V1-QHT#p6dWc8a)YcteOw&Oskgx^_pnlbnac~2XX$>&AWAG(5Wz>EI3j|wRk2$E?
z!L|UGN1N@YebMt#t&3?=%vENp8jz$~_B8T01^IWeW@r}V2RV6@ttt*7_{;_SQwR1@
z8N2DXuxs&}UX9vcgwj7#tYp>OoML(WHsp`P6Q*kY6?_>2u`wxGy@eW$3XJxfOyw4n
zRWEGb?1y7<v&*Mj4Hy!$Q8dm;9IA~LPO&_|J2XJlGX?0>dlAaSwY|%=nIb?I53rR6
z81O6sY&A)rA(V%w^cjo_XxCVsb%qF(hyU59Kebd2NLFv7;l}fDK95X@{B#m};GHQ(
zgD2}GvX;&M27W?n?Gg(#u&)`mC|GL2W(6tP1-)UT0_T*4+V1x)RX`&%iS&Yf+#b#o
zY^y>f*hYLW?WqaYXe&)GM}Ais4VOCG63&#Ki63P2KwmsE!K--UfCzMzO;C04Y0Sq2
zbMinlcq=)xPAQnxO3wWCz<NDIFq6#u9JdQ*UnOS->id0K?9+C|&v<9fbY#K4UMAdq
z><ryRCC{Z?B|j6!u{THBi~`%mu^%g-K*_iF{_$~WHoiGNL0drG%BNd0@cP_hT$8)d
z?qQmcOE($yKn1oBCX^z&%6syYHA+NhJWh#sg!|iG&8q;Y69Ipn{4(0f-RtoB{18;f
zy){m6{7e3I-BCf<tR!tskfhdeGagu)VeCMwM?$|XFPq_CLchzhewT!P*;C66(C(t&
zU8jC@aZ={Q0QIEmp>cTqoEHoo2FSI2Ij0lS1*^DZT~z{T@>7AP%Rom;&5)wv3!0?j
z3yKnKW6BnL!5G#mujMFi;%kZe;moQ)NKieUr50bQS_y#oLRMF&XqOABrMRU!!BELw
zoa<O;Lrdw-TZfBQcE#T>%YwJ*xZ~rM>!=&qaT21`@32W!+BPrm2B@C8h2XXovCzcb
zXhZzU{=9h@oROPsU#|>BP_M#!^OH2&cyAS7;M_NLfNtYyZ=HkhXiH)g&Rw-o`>mk6
zjjybVf!n;7dOPohGgoIAJMg|I3wLz28Fj@sSNDfbYN1<zEoY5QfqK)%0RCG6;<-g^
zfnc@RwgI^9fInW`DG02UWNHJv&~bnxe1PucVn65y`D%jtKredy<g5uIRo%d3`xIYN
z!#p)HTOnJ0igA|W<A3tE`EDuHz)CeeZ3n5Zie@^JBFcK0wDpCqP@*Q)tAU+lZ3hC-
zS%Ma$&ZrWjmcbnf?z<95GC`x0pk{X)z(twhCpJ_oCpgiNu7F#DKnc9rPSBDBW;m-R
zw|+qVQRD9t_yXH5LIdQ7*EfgZfolw)*Wl{7Kp{gXX&9gwJni6Ubs!rn%GPx73ZOLV
zoTUlnEgEbL_6K?XD1utdWcxkTEl96nXGDR;cX4f$#gJcX@yoBZ{+1%qE<AW$vzgNr
z3Ysw$V8UIFUqWwim_#=8Qrn;t*$8doFnxK81BOXKb!RXa7g3l(cVPy&z@U$5AR*2v
zhd80O-KYIh$s#}SL^m0fW(Y&Lu8|@U!Xdhib%=gR(SOn*6WSDlzUP?hh0i0JUE!Eq
zvs3P3UU$VblbkdpI89o<h)gz8zW`l8sT<qSX!XC@@F~)#6=*m@Bba-Z=3CyTwIgxm
zl9)-B&ZKp79ot=*7CD(J1QXj|QsNRcKLTxJP?{eZzy@v8E;QnK^qzo<QSdf96x&;9
zt$^Y}Rk#Z^Md6a{mz_|TT!bo4g<w*0A0?5!?MOo=wxc3+mm|KyaPDZO;QJ_@E-R^i
zi2O<XLKLql5*9lsSMM7E$`kLByP&16pb2~=Y?vAXJ$3eN881~mK<yySdVsnp&~WB5
zTKziX7%E+Uh(;;Mx?wOtdKG~|fhM`IuH`;DJ1ZA;u&__ffG`r;4|G92b#5;ApIw39
zast-~V48xdWSbrmNpl6nIG(iR?n~f{c5!-5JtNzplkWM@vlAU~VYUg2otf*q&B5Fw
zsK#B~L$0`A+Hp<DL2Du;5A?+12L{rV2SMz~gnkvE#~IGgI+8gFhLR=zba&kw4;oTG
z36j}sEHaSH0O&#Pr9oHC$HLjp&h`G$!7l6lxw{iM?>d2jY`8EI)(4Ep)4An&CZ~4>
zXC{Xe`)eSY$U6CNIFY8g%m~MO5}McJn8PqJotFD(5PQu<R+s5q6VCSO@TGW>+2w;G
z-P6s?`P_9TTlh@)nZKFOM4|^pe>G}!!2XAgzt5BW;~^R@ZH)ks6P-TNME}Tz^jG0&
zC*{I72-5BBSJP&9NduKGr^gRY(sqaDspMjBdyd<m<Q(@Us1uA<hbSq&mt;<aG=xG~
zn|y?XbAy+img}k&cDgNl1hu<M8|_LvhDYK@$S5yohVUG(>toMx`eZ_d0yKf~yh13b
zKe_8i6MJvUBY93=W6|p_6G-75924Mj&u~mY&ht@TZe~Y@a~7%2IlS*O2b$%l1o99@
z&?1m~vg9pJdnA|X>jW3zk=)$@%oRW40FDlH7xhIaYCojf)Q8q8fF$&R-qM8uU{Zt0
zn}0}Z^4PfDyhR3I7)CQ#qDS>;1@!V}UzD0+VYg=j6B0Um^DoLE@OD$bH(a4!=1`Lv
zR1%q80U;zcm!|6xb|l-MH2g@01v2bv22<`$=$Sl@^vi`mu(RP^cvGNaVYQ<&31O}`
z|MU!+>@I4ZE9xPRDlyb7axPC~XcAnKv39V5FM6{RxRsnshiGxuzAu{XJY2d~SvtvG
zo(2~l2=L*z12FnHcMr|H5Mr1Ly&Yc);Y2@G9JhfG=OdQ8i7`d{h|`stzkv)NesgH%
z29h%o#MObT7wIED+>NaLx9<)oUHOWA$edc5aRQGXn(<QTETA7@?EBz-`lx^!8R#q<
z_YEJBe=SzXQN!DU=mxhqiMW1CeZ*y^=y4)cNmAnBH8>-SbJ`)!4Y)0j_K?NA;Ug00
z)rBH~hLfU&@Dkh?!zxtF#W^e&;+ibP>Boodc(3&&JCb1v*)<u&ZNcno|41@PXO_SW
zB}yk@Rv4`@uz^y2rDe<Dx)QQ|`F0BvjgRC^iZ7ot&`A7VbC%56Nxwaxc!f(;Nm*-P
z4}yihv_29{4C^2kmiw}sHEkj#>);+U(F?LVg$-57uDTtkkj|zMLG&9S4*o*>(n8gT
zv@a`Ey~kz~O3rVfchrxVNiGze;C6B2ZSWOEAL_eyLl3$v?6%u+j3HbmxJ!Q%(R(i3
zaZ%~BT3RYWS~9Ihd=ZRfpentjs)J=p)P=QYX~v31SE1+uM@{0Y#{xbkR!4?B$2@(=
zR}Bz`MzR0_BzO-*!Z5v<@en;Lb4jOm!F6rGMxW>S1<He6AXOGM1uGDJSTz`?^FBg_
zY`su{_J6txD>@Qva3NSL6RgrZcX|CD7=Rj>6aQFR!&KO<Cs}*pAUejHvoy7$?Ga@@
zU?%g194*uete{o;-#NQGinWC=7`n?Mi3{Bwy)?o`KaTx689Y2nSzXkVK2RWyfoyJs
zU?dkHlm^n)2yr?P);s#gSEgenVwXx<b%1`9==zC1DKrEtw0+3tRw;Q&kPo_{!uEn}
z+s$oHD&6c;kp~AMLpMcqm@GO(H1Q5{Rf^U~y=c+2M|G`zX*Kz^QC0(~I|TEf*g*Ua
z!)#r#h%iS)(EOD}c+Eg}?jwb6EAw(xx_F^`Q!`9}6$X;m3}bXFM3fpi%0U)o`LjeJ
z(MMn#Y&DRxM_`j~s|fS19Oe)Uv*nq>+&l^vXf%-F$6%_iQG{ud!yIN|_CHG)DY^xI
zM1HM~+1hK(B>4oSz-0riw8a?g<#gu8>a)ar5{gOZlduq44ZKp<%tk!JM|7>OQ|)PW
zJ=*j~x-8bW=zl!JSYex&*++5lpLl+qaO^5i(sGJ^1$Y|yA*L~kEv+=t4Q0Y-A_K5@
zWITlNX0dC%jbhhQ7gln8a;5GQ6{$Q8d8kghavJUeR2ZdC&OkE?3$v7!m6WFT>NS7<
z{GKHhWtQUEJ&Whg>NT@qUayjZl2Y>SCor^Au-&VyxVWgaXJJ9vE6j^%&cWYFQY-zs
zXg>#o$lz931Y?clL@NwM*NEqNh&1KUy7Q{QX)|XQ&Yl%FYi{ApxOvm&7EYU9R8U%L
zT|`Eohn_IpNGhrC$gxHbk8JBTTJg!YvVPgtMKss5t;1P+xy3;9+<KTkTav8J?8hbR
b5&FZ*{sd<|%AQ!I*?NpURZ8vWVLbXj^{J9(

diff --git a/docs/build/doctrees/examples/notebook_luminosity_function_single.doctree b/docs/build/doctrees/examples/notebook_luminosity_function_single.doctree
index 019c0078ec2a9213d267912382d284e80e36898a..38c69bd6f06293a2fe8a8c579e1707bf10fb8dde 100644
GIT binary patch
delta 5577
zcmeHLdsI_L8h0ki&Ap*u5b;r!L{Je;#PATSB8$M%u99M3TD6N20^v#sgy5>J1q)SL
zaa;XBt=08ayS^&cYhSBa+_rkwdK7wGyKRqMvDUiBT7hDFbbHpFM-m_hT=(zYoCBH6
z_sws9-(zOJnNM%3KDw*YRBGzqzx%evGQ7WBgZlN0Sy{KDZmdI7y8&ho*&x+9w9nKz
zrt@F=x)<xbVu#=`$ot^ZU}Kb!?{YhBp1NAK$G+54=a}fQlsh8i)db8j(h=#1nwbyg
z;dfCnm`7ZYuF`IUd<DVVUz!Fck!CCHF*;OUWsfo|B19#1a=i|!7cb0QLKWde)IjCX
z$a6@-n4$E;T)NaN?ZhD%N~?xK^Qb5BU@9~Te<w21i>hO^GncdJAf-N8A24erTry1r
zVT=Jyfr;j+I0?hLgHh{;=urafFdN~$F*f`-hStGh@amw6IGc)1cp8SbK?89DhETT&
zwL)`rMj-IZ%IL9&5nj%Db;Ok7D#lAgc`b(x<3{>qpN;z+-q2n4-1x7kY)49h@JgS=
z>k08k(Q!ulsGs!v$__I^`13Bt=Q-mh&iMU%Fy0Ogu}7qSD(2yTc|E+F5`f(k|A4|F
z-Lg;&=i<R|A}&$*BN2wFh;t$$Xyik=EQEgf<7zEmBoBb7IIGS?`&m}Ogt!D~h|`Iz
z%OFo+XnP3Sxcfqz9RD0jgLmS~#WX%;1_Rhj08;M<K-rt{SA-To#iVppK!%zm+0KC$
z!0ky>iDY|9qOgy^&1G=GJ*<P*lct0|K=pZ+Q!lil-jeGOORn6>2E0`T7V{LmS>??x
zyio<04n!zn4|!DhT{;QRFNG?Y@HQ3AFSHRtlg+)SSCdkgT#g1@q%@eXt&S+_>U<cM
z5`(VxFzO;KPZ^CaGNV4}lkBIA?A%`&aEO|b4O08aifTqyOcgXZTJ0x0iYl0}Ud<K*
zQ9{*WaNyU2dS`r@;E#gF%>Iy*91L?aN8s5MDi&KQdbrY<xlF>c8ukyhYOWEM1<IP)
zceMCfs$>9ZcvRHSv{&7)A2GB0jy3l(*%XG&pExz%;so^YBg4#Q^2@37c0IAI#Gc`H
zyWF%BRxTY0C67gFnJ~@?Up*XIK?TObVk7ID<ecVo<&_uNr?a04PAVl>mZ|Y^P9ysy
zumQA58y;s#PF^8H_l`)W-SqE?tn8fhM;`P3oEo3tG<9qHnv+Psw;eE1BJDQDa7*Hx
zX7ZVCoJ2aAsdudgM!g5OBsRpyt=Q(Yd!gy<K4P>TnU!OS>?Z4tS)arvduOTOE+}#p
z7u;*AY<Hp4=3ZuW+RDoQn>l+8;S{4SFE6LSU6_}%1QKVN4bg6UnX9PWQ|Ky=_8wdR
zPl;~n`oEVFBYLDn&)Q`T+fQQtWATzDAhz9*6Fy8UH`1y^fQ6aiIFD~g%@ra<&l^a0
zFQTE5&kzkbw0|(!{G9XB1FC_na5yn97kS{9$_PlCpDTSrwlM<#k=kDkHPIgbshKrQ
zxjFxo3b&|PS<{kZ#$PgBRz9?VWnsHdmTa4YZ!lR1EiGEu21zQnx4`zyL3n=AF{-#D
zC0?5~f?Cw1EXiGqkpLxC4?;wK4(_k<mrDX^<_{;b9W{x9k!gce&@PSBFt%f<W`Z`7
z3DoSs3t&AKD)wZf3@9xf2yKpNJVWC<LQ*vB2q`L5i|DsRo{r~JnF(dWmD2Gj1@vw+
zZc;-_bh<tObe00{!APp%Bvx?}v->77hmqLjC$Zg6Vk;*xy!<yhbc~VsfRVtvHSE0I
zdJh&=P*%Ab4TFDHJ|(qrDnBsKv0C;z?dgi%OUmYzq{8@xIQbc@5vYS%;C@+OJziKt
zsb5zt)x$6zDzNw#tct~vOpTSTr1$iyDL$cLbu3O~!cZFEp#nVtNr0=2u6!sRF$jLD
zUJM~M>#07A^IA3mSgOO6n>9L&tZ?V$Gx%u=F&5g^JS)y25Cq8zWwqn6)jR4HK5BaX
zbbWv|_0*wwmB6ZkD!~`hN`Zw``u$mqw+a5LU<*|+;TnOtv=VIV%=o&71vUV8pK@j0
zA%stIA2dKLKG)@{lMq_hPG!ubhCa!?!^r*2$#we4wNr8iDBkc8(nIL}bQBD!n?^x%
zg@kW&X6^T2cATY9G8xG7nA{CgHzlAXNZo5t>Nn}N=qZNzxF0h`%W9w`Exi!*VQ#B(
zc>5_NR%n^?SHQ}hiNe)B?fM>cyXK>pNWK~1#a(N}9emg}GR(|UZVT<`O1Tc@={M?C
zVgpxui=lT?^etf7GhH8`eTNx%+Hc?~X5hz4>fUn*eZ!2q<TvgNH|}F@+!ig3WoQ7P
z7DMHpM~SaXk8qa-!>b2Jk$V)@iOQt|GD0y#l#a%bZZjSrGI!}j=C0lm!#Uzpe#FOp
zh}j}byvc_qtC5SL7BSSh9F>S^5IAa};U;CpI|WGGB(flEfcC~j!Gfuql<4;wk@zMT
zyuk$VUcm=Pk$8j)4l_X_6ZGcTsZe&b0d=sj%{Z1KUf{#dlVLn;EwrO6Y^loWV+JH%
z;cAx|dKyJ<QB222AhClB+NeOA!2}}Rc|!wmW-@Q#V2LeKo#b1jT8XX$<ye!1@EFOz
zNTaBN3HO&+9EcLV$F_j&Mut8B_(|onKQB|^EQ#&?^ZI76kTY1!894k5?36)-^6sg_
zYFypLU?peZ<P3<CpFyB$9uE9A2R`Tr-Y>Dl!l%1HPjOI%gYNGJ8fexFN<;IvNcvG?
zdC<<STiv&HYdMJ!9lsjseEt=6%sSz`RgI%{e*cc53gl{}WBw&de(M5>>{e`FWFj$J
z$B0<La?J#>^^&lUC&BeEx8m>xRLFA1cgrK!KG-^G46+k_v)FZcy=cY@bbQM^zyTJ0
z{RI*$Ir{THbnU?|O9KfVfiss<#EpDJy>G<m5BLa9gxtV_2?gJq5qT6M_xiEqp6_g}
zMth*6b%nTx1MKqwXpd5WH>rzyycX>8+eV*^_-nz<%O3P0<bC55KjbJU{3ypLO5=T@
z%)XL_E<pX2Y2pQr@;5(9BSkrXe<<HN&<*(0w>I$xN4e=oIZjco-xtd3S5IMe5afMV
zH9!ao3?|(EE(wPOkp(th=X;0{f}r498zx`m{1dZ2q*LLb`*B|LKRTs&I)_2FP|O5v
z6CG@3gS)?E?9!2!j2NR_OCl++CI9FvN7uVX77JKQue;4jz8dBQvDGjq$hR7v2%@V2
z_I;m@OK7JFF9>2QfC&0r0q5Y|8@VV|dGLqNG5U+r(bkBD3~_ioC1q1$V@vEMWfMx4
zc^t0d2`+a5oa@LOImRc<vw3VDw=H+E-94eu?#ZVbv3agsF#mXdP%yc37T9x&T(-Qz
z;sWwYSyWiOxDNE4X~7TJor~;wIZUApvO6o#PH66&hQ5a2ThZD^QbE^-+n{A$IF_%$
zW49)t*I?zXA?Pe@zBL1FhKsjM6+4NCt@78T=(oyrfK|RmN<gdp8aaQh@>#NLTjkAE
zr`(|@@2Ya}10*5|atQtUMD9<%*!!ofr!89W%AvGHD<pXUZPD{p4x=r)A(z(%=et~<
SVwcCB<F@CQDK$T(p??EE3h71w

delta 4302
zcma)9eNa@_75CoVef!>06(WR@BD;!4E$o7_C?Y{tAZpOn*cxZrQUzRDUm_qZ7$}aP
zRSbR~oD5YXMne?*VDlU&6LpdntxhfAHpXam>fk6r6j)MiF$(s6z^>U5%|H8g?m6f8
ze&?Luz4yHOXR1q`D$N?r?yvvn)JzD4t0Vr4?9dQ)Rl14>4YKRyD+n@bA_FIrzb?9B
zu&eAN?W64BX*tRR{ScLOhx^^8elbE?9(9C_F@egw@Fpbvz^(2+Ykr^gA?`&muY5S<
zy|DmmF@1&R7P0k$Ys4^kwl`Rt=3sAxfVwyReO_DwYfRBlJywr?1(!`z@mLHat76b-
zutXVP;kXQ(jNzT)WSm6T!@*D~;YbYb*MkrSOJyW>A+S739s1L3HYn%Ee~z$>8LeFr
zD{z6AmJE|3NA}zDBUj>$&)Y(cH>k~GF$<dqB)y%Go{Nq%!nK_6VZ{=K5Wc|Kp7XM;
zqih55;g`_;Gt8ZEQgUO~qYlc3)P6s!ZtBF3kp}KeTr6r-%&dhBbF6TH7*#504i1C5
zHgyQ%wqA<h>8Z6alO$3fW7UOHvo^iLo(PRGW|(W%iEK$PhcUEI2wKR`Lc3-zMKQ1-
zwor`WuZ(2?2MNH0p97%Gn)EF~vq2x1f)<j{NJ(D6fo4Nx+*D#ovcw992;58$oaD(4
zrcQ|ucuJGxqNP<J{eOX~YM822@p`;f1uj!O{!m3_g*TChGfYw99V%R{V!}E|EnHaJ
zRkT%T6F3u%FBaC9ig{WgdaZ$SW`(xe!)cx0h0{sn(bb=1)BqutF{puM^woe&&oido
z7Cr9eOrLP3-JI#+>4F9as~OWkwTI~-HDlUMm=1%qnZYk+dy`;~hV)rO;aTEf=$<(O
zThv4|Q8<wxIfIn+S;Z3mtr}{FTQ#={!-Y!3uYc6y_o$N|q|k7oi>|84MjNJ;kI_9Q
zz)mFy|Au=QDn$@711TKw!15WGkQstpFgr8FXPeK#P?ed5a^OZ;7>vrwl0H=vFui<G
z?KzOD=!!?Yb3~;v>w*e9)ocsbWgGFA%$J=kPVl#P_1i+1EyNAXHiVu!PJ&aIX;0j8
z43cceAzeO09oOzK3pzy1Rmy_*wqo4EaeJ08!ksKups{3iM@}d;QvbosA6j#|M4g7w
z6`?sdRy&lftEuh+d{_q|*3Rv9dOSwMgf~jVgr_GDBD}N}Y7r&Eyy6r*l^U4t&{(K1
zj=;o)9%xl+STR1u-v@Y#l3x;xL_6oPl<`O$m`942$9m3V4d=0n^LSGFwhrxOJSsgr
z@Sim7s3JZC6Ul@5Wt)%)|0;V|yv*4&5;jJ5sa&E9-X0by#hb}?zX@~8)6re(#kzMB
zZk0y}A5iv}6#p&1#ON{c2!Xe@MPV#ZL9k{#*1(Z%@qM;lVheiSretgnLzwu`PL*)1
z(>q3BWP<Cv{(+}Z-*M0ce-tMRtam1uUlBp9Yj(tHOPRlhb<l_NI&bBc3ao=!0_)&n
z@*o{--Q9@sYJqLYQflEx2iX|(=vWL%l}3C?!&>Nr{E<>$S%+}7z!bf0PZU1E5@I!}
z2KSyWRL$7!9hluGUUuJcc2_t%7iFi1IUi5KZceV<OYS-+=X#D@fDgG^FYpL0O&f)P
zp~{Sc!Qj*@jw*jGo}{HoljGk|HJaVSdM%Snu$IZ?#Ys0RI}cw#;vy~UK{_n1iPe7N
z&ClP5#&x(?^E*^T)TM_dwdLYk9=DprafOxA1+T(xDRD=4tHkZxZ7YQrnkjrK_}3){
z_;`QsO|ph3`58;{kYaE)AzaTB{MwV?QJ&x-mLMvH=2NM@kPp3(ZVuVbAlpdY49dSx
zrXeheOe})v5z7x8x9ugk7<&$qNg|VB42_S$(d0p782m+?8qej(v%Sc1B5Mh8B0HEf
z_V+2maOL-Bvyt?H$U0Ial6_(p!Z59wB7AigNgKIk1GgCZEPpwTqzZ1?#Vw<lh1S{k
z72{xj{Rwo7b#dgmY0@bkcap~O>C;J9ylpfoN6zVybdLM|mE%WKd?#310u}w=BqaTl
zTQ4)Kb|SNiYzzCK#d&Mj&TH4kYxg~^onF~<Q9@Xdn3`2!Y2s?`<fS7%^zd_vYzzA!
zPgk6OFIHirM2n`KF)#&k-_fy_-UDe8+fFmdi_ADxV%^)_^tl=@;S4f74CYAe3`qso
z6=NTP03QMwUfi7=cN@bkr?`5qw;GQ7nFkj*ZuxV#{yw<5%C>8Fk@StkMB(E3IR?(J
z#LJ_D^SIA=wDSD!-mt2X7IwA;!j9LYks5a1;6-+GDy=V}vP(&7o`Ixj9iw8>F@1j2
zuZ1Ax*6lJJlt8UaKm7w3naJSHxHoXB4g%bfV&7Dm0N3ssae|KB5|s=@v9w%A(qaz(
z2L`X*<IU8!G6$fxb(*x2yB9L|G1c6iQy|k{4;e|vudP^BG0v{B3v|*RM<(yt_cow1
zaNS!amGS5gc`k=(^hQ#g@cy}dy(b&`Eym~e#x@7q56SnJOZ$2B0UmvXM(=x7bo7H{
zbP5~~5~Nc+`U@UiL!(c=GP>PP=GMyg45@)fH}U9N8hz<i(Ip)h@Esi_cdmb}#gkZn
zo8VgKWZc1eB=z;EMF(%W-IzS+ReqGd<MylGaiZ&?G|Z1FB*2et#$z;YuwVZtk=Xaq
zupR>b6QM69>X28FpF(?>?EQe4!&*VMI-TTvc7)<pc)TAwfG7L01K3O+&M?^gFa^(}
zEByXX@M8xrF%EosoPphsvXDu6{OCK3jwr6~v&dkuI~;ih@ljDLSFSYW6+7&?Ii}qF
z?5HKSqNqGuUIA49I3qZ;-^r1i`+k9Gna#13I>C@9SBCz=wmj3eWYMza8QHdiip|jd
zBpK44mZEiV@o55T1WnIav=59uq39yK-D3(VCRgQ_09#S+`$fxgvW*VA&6u6PY)OTD
z9Cr0gM<wuWPvq)#q_kGKkqrD+c^{dlt@1@O*;!>8Y?Y6bgV-vUP@h7(KT*AWpSHp*
zKcJ8EayxmD?=te!LI2T7R_>(#=w&av=|6fW$zAjxEqmdX!Ao;<9XYuU+oF8i(gI~o
HZ!-EnlEiST

diff --git a/docs/build/doctrees/examples/notebook_massive_remnants.doctree b/docs/build/doctrees/examples/notebook_massive_remnants.doctree
index fd71cbfc44537a8a89fe481f90f4568b0995540c..3b100c3563cca8d60bc8a4a55f6342c29304a500 100644
GIT binary patch
delta 6629
zcmdT}d32Li7Vmx8zAtS<cW5bX0);lEE2S-hN|_cag9%GVmVr_NEloo=l2i)<ih?o<
zYI!Z+07aJ30n~$q&jC3?PkUrhz!4a#D6)$JE?7@xQ3vKNX_5vC{yUrlN#4Ep_wN1O
z`|ew~eo}dCg-Z3Ts^KNS?W(}&9=2uR=Vx48zpy^Rs#?AZC-+(<)>}1&_0~uEui*Nn
z^)9hhZH=|P1yXu%h`~P|(yElsl3FKjjSN%GCXyxid_*YLM_-0YEcW?K{DvTt;jaOY
zNKC>(k12!B(-FN@VKrF$TKkQ0$_X(#h1kLMe&%|5ouGP>n4Onv4HrQ`h=KUwoWx{I
zWwlg>*Y)c_I)pb=MdEkjo`9Z2oK6So7KY-~?4GLmOsh5fQQtYA#p%aW@VWj5G!#j7
zS|AQ5$D?dwnUjGABYbQ~3|={4CMsakTr>{h^ifIZVI=)zfH0~tVtNuf4|x2gJYVdW
zWJuTnXg>Gr-^RJ{JoPJXK8c}bCLvU*ud?ese7b%US6wFC5}$%q)CA_^$pcSOq+`wu
z^_W+?i>84^b2Z6;n!Td=fJgH_kESvC0{Yw)%?Tb&iz^zU(S0-<@XM+134RL3|7|z_
zZ!%vNr@ap0Sf4&a2<Hktv0-=;o{=P~Hxq?W1uc@kQNdiOqaW_Pn`>s;Lhzk*GbCa2
zpnM^TE2X#*wh)BG2P1@KEPz~Gmr*0+a)gm?gslW&!~+rJrGwi5rs1hsc~DAhlZ6rv
zG!3_94I_f!>`e7r1Zpye65Zk8r?Q6z1yE&P$u#Ek_#Wlf#1iz#5CdALaF-jb!LQ{E
z21!0T1S`-^Cdfsyf>qjj1+O$oai83@$kmV3K*(w80przd?MG>yjc+_^gm1iKIgKX{
z?+>SGEUNw8xp|nmIVi^fI=rzkjI9ZOC0i4MlB|hX`BIKb1@T0f2XQ!UR5A)uGCx7U
zIn$H7Sr8ZTjZrhfiDzhIaBco9VXBf9(-gdYLNaRz6X}4vFveVw;~qPpK&48yuvL#I
zLp4!NC&?*!yuEXHu4xikS8Q1R&Ex<gg@R1gcO<rn^475{5NhQ1<0llsn^ZBjkxauD
zATp+SEkF8;ST!>HAE`YaR?sfAa4(ygm!##Wf1)C#6s&?rf_yx_&KKZc3~<U#+(}Mc
z8z*kv6AA%37;){CIFgF6=>wsS(Kb=Z`bbw$Q*Zgh={-S=Q8BinRjhyNbsE8>2ahYk
zK2`&O`Lbq)0X?L0*BZ)Fu{36=SQ<^1(ONWtiF46d6|1;mDqe9!g?58``&5AcQT`%a
zVW}KlkuAQ!om;}4qs@IW9dYN<G)4Znf~>BUczsnNT1(Z^&`RP9YtRuI(^MMDVtGb&
zZv^iWr6|10o{HXQie%uXeVA+5>_|n2UBhydBNoW`QD>&QkOTPF^g-}7Ha>L(U87nF
zIJWj_;Ro*C*LYLyKq4jjnj)sJVrdNaakhkW_rg2_idK8Li&Qi2BGin#hvt8RP$m=S
zqCslLU5uJ@M^v^SO9T~5rw{mi9JFXUDpIq3QwmZ;Fiev-ESjT6wQBszuV(eL)Uz7d
zvUG<U{f(=U?KMs<v2ko!8mhcQwh%mi-wX1B=jNdR*9JYg%c$>0z1ofB*{DMW(>4aG
zCaDfZw!Jvza1^q;G+QD>TooOLrn#g?@cHFYXt4@g+VXmI&F+4A+=?cE0~lT%jXov%
ziD~4=!dKhT0Ya8@u;$Qx*gi_xPREILdUV5!?GDa%J7qftpQ;;*f;2Q2xhPP>$iC$w
zn`m@P_7{xop&Ad_C|iR!F3ONE;?I?+K*Jb6OT8N>2d#ciiHf-{W!!j)jcaJP=yEWc
z{3$u3JRM(MRb5kVah6q8V$15RtRm;U>XP`O`uI|NS#f-lK7O{Pth}VSXjWBCrIU=O
zd4{U(RWn^97^Em2`98Ifh)eADD!T)xHAY1g%_e5WL@>%y?kFKLXO+`Zj#JhcL*0mj
zDWt<`u{-gG#{T4QI6l=FqAIGeI2^cTjRBu+h{1}rz0->5ghf=-QRJ9YR$W~}k<%7-
zR?h!fJjQP0>3TSIx^vm3=D*`<^{#o7OS7})Ns+J>;a&4VU2DFbm+kG%dbF7pCO<pA
zp<zv8qlPsJd3_HJYH`)=US79bHM~g>m2T@c45u9*gemq9Uf5R|Hhha;+u}f?Kx<bM
zjY#dP1>F3f-6%@vJdDTX^yTAs)$VfjRC85j2|3a8Q+?;puFNI6k-9LK;F`><TPR$b
zEfHFDjYk&wEn6}rRvo=Y1d*vi3hQl0$eO{H&Ec*N;=^V#!oiCQ(O)?lZ;O-Ub8p8%
z$a8|9pQFYaW2+%wNU(N6$_a#M;N7aqJ-;Yz2n4lQ!L=p{cW2P2Yh}sewu2zP!3{PM
z19CB88|yF{=VHD&`0ivQu%&4#ngVR^`>N?>@c_5q$L;Cf*Gfk`dtbiXw7o$gp5S`N
zz2+HB=V=xAS;EI^EGq$FrygAsJbTdh0xPd80_}?O?ww751d+EzmB`v+yTHqfsF3{|
zTCrjGNMDZ%8TOXldX&kGdFc)k8Fs43u#?*#2V{0(kKx$aBEyDM+<GDu7j5pz;e&l#
zpTm<`D|)rv8j-eLoZqohPWtE>gwHJ2;n_FbKQwsJuR2sGvVJ_5((;O|+t;E-n>YyV
z$9<Nuaq+I2o~$M(UwQmKwZgp@x<`EX!5wZqugcb#)-z}lR=BIKUUuoZIs()%8S4im
z=oxK!zMSqPoK8TOy!gDp`8-ScjFqn)$yTD<E<S(be17ZV^K4f>eW5>L&;zxeGDy&}
zRP`qxTkI%b%UVGjjUi9VTES$krxl#y<9E^a$6A5ajpRj`U^?%b%&QfQaB0$3kgR2u
z64_r%r|qT{a3X!H=Nn!<f9Ghd6$lLs##Sk%1wdbT5?6lqY0UFvJuR%aEhQheJw)!^
zBerS1d&Jvr$GY~22CY|*xOY~s$>x)#Abv&g3AtYq1KuMvrVdI#t9<i|y&zuY;>%v*
z>n`!B4?w)h#n;_p!E}>}@4fPG<GeHPqI|?UOz7F+Vw69dy_Y|mophMsa601YFiM5o
zcs2&a1g<!ME3#ImRuDJC{pH)|qCw2!^1)tmfy?<h*auce?x5skcKU)IjraEypV^-k
z-xz<^CtkUz1!QC5TvX~$dk_@h?bpH)QJ^=7aDRFX_H{W@A^-DItpe3~`4V#<U*fng
zUtZCpcfEXhhx@XX`VuQIziLKeL&hjS_DBBm`&kHm<Z^94cWpa!jp%pp+CzM*1wZN0
zFJ4pq%%{4>!=~*KbkcSegyB0Q(~y4vi~I(ICpvWtjon0^ub^8U4B@s%dq$(o0CptJ
z?-;3u@pL#8Z}|0Ljfv7>4!}M39oliH9^r9oHS%M($0=~d2`$WI=28nlYM)}Rc-I1V
z^~H|6`XU(#^4xscL!RA@7w&$@Blm-+T|T&%d2jBvesdVR91z#N4oW1|mbTm=pE6px
z>oS5%AZ`p`WxSr4bZ)fLeKNj|r9pa41$x*+XB~!i2e8W989=kW>rZMhDWQ!!M00SQ
z<p4DY@Ewq-b)SWQ@hsfo)+7tU@5DWF(D&*wQ>1qS;K?qHre9#!MiU<B)o36@O6v`=
znCux{&LY460g{?`W#}Lu#9T4~N&ARE4@n<#l6E!sfJPKDmMXBN-}%ZTm4|>4O%B8x
zvyw#Do7LDr=|~79p|OGN{<Yr)kr@gnL3Hpr=6cO>&?^zX`TInAJsgIMFLA47ZmR*N
z<J^inM7Rqi`*7#$F{vtY!c4G*NW&vw39Oa&MZiLFEeBcW2GN*KP>|J>xqh85gsa>!
z(wAZOLMXNN1Sjl}vU)*<xPzm-=Y`TnQJNS^f7ip@Jy5*-ld2=ZC{2ol9`LbL8VL`J
zA9K{hUZ|f@)PoQ7tzQ&a;heNQ3M}F|j&i{Z<#UR1=7A^`z2P9-kTRoTNysfX1MVyz
zj)rVRU*xiqI$tJlNkjTTJG#Y^tUgJn`Q?GrY>I&nae$7MS)9&OW?xWqy^fw6`gXo;
zt_mb?n?}8DIU&xrg8W0z;hvXHp1W}Wd+r`*>H1BP4(Y*wOghi@@n;=d#Q8e9eMk!o
zkcVdJ*wJ;YjxSsy@^ok4YP>8h>kG4xQnBlYzOV<uo?UPChrQ6Nm(}U4b_`8TtuCo{
zq*TvyTB|Bks_doGi}8?e7|<y#wm2<LyJgm#5_?KniE}npNiD9LC0&Y#6A^)B6_(PH
zqVg(Baam<){c>e_S>>F1>7xY54Gbu$m`SelOv51wMtBAqq-91(g)`FoMu>+3>70?=
zOBPB0H9`tBOG$~)3x)VgqY_~RtdN!^LQ+Ko;oWRIL+(OmTLF1lG}{)DYo*!NOinRo
zTL{^o&9)U(r^XsYZcjG99wbkLZ9qTv+YtG%(f>BFDd;!)<Y!aTZ}g4HrlQ~IQQW4c
N-@^TO83w`=@IUqhy?p=x

delta 5494
zcma)Ad010d7U$d~FL@yepimry5UL<y3#%fyutX`J5QlDz)A3``Xv|a~5U^S;(z?_Z
zt8&5D-O`SoRy&G5XsXq^j8yGZTUxa3^mEjz{hTgVTD#2GYUeItF%>I+kmR0oe)o6Q
zd*AC>tNP(%rE0mVZ7u9j>BI5ow;AyMh>PIBuNqH^C&ACp5$Ws&d^SD-cN8iEd+3VE
zp>RYwZg-5CQ6(RVG$_RLT<<f$a4=1nQA2Ec<WXbJf%q+#T=q(8sRU1szJjg+&T;(#
z7scEIYJ4U>1+L+<w*}+(GDB5vrc^O;itlbqr1nTi!pp}+p*Yl%m4(J3oRXJ@#v<&>
zGUC+OO325N$yStua8E%3N<er+cQ6&7ElWT>fCI{{zL+cIcJod^PQ>U`#k-)6(i!VS
zetz|pjw#JbQ+2JWb!BT)>$28Zhsyh#Q1qJE5*EQK=7AIcl<+A<ay5`3tQpRWb=-@`
zlA_Qy=EYX-#Vg#4NtVyxF!SON_o9P)LBzv*@idN4=@c&$&Sck1h^Ju_V-S`4JgD&g
z)N+kV!Nh8OASa<ENfg?NT%o{$%Z<i*htUaKe2sz(WY|_;NgUdgW`l5iDXl;g&XtV)
z7%vixuv^0DOkWCVI3=TAlg2SJ`Y~Q27%8`cAxDot0Z@d0o?wMiVx6eDheH+N`pj%1
z*pZnb{EeX9!O-;Ad4)qKW(EF2o#UlTz3;&{sIo0QKc^-}!CL(5#BB7Kf>s%<mTR)G
z0==xjrsRC|l7f}kIt44S)ry-WXSW<UwH`(sqg+{FZH_TCuJ>Xo#|$TjI&uvEkP{8Z
zs3WR<!x8M}1V6})B27aH{>%yfgln=)^2$7w3PN#inH7TZ`vr-}Psu3$bTf*luyjWy
zRAJX%BOX;aM>9joN~I8&+?~k!emY$ksEQfq<U@sTD^RJDb<O7DL?|b!DI_Z@TVMZj
z(9BZOOl(<xW@a4_Y5Uz7std%g>2hJoT7;UpecxSW&_)#_o5?n;>ySBVNYBw<#HyLu
zU!?Z<)4TgL9h~Jh#?oZa2wzZ<Qd*w{lLLJiU-ow0y;1Nl5}aVXKWQ8s!O3~)s9Q<K
zN2ENtRH1?MEO2LO;7A%e%i^IMpD9a(>DW*{%?GnMM4nR~3Zg;9f~8ZDwo6xs!LTHX
zO*rT&3(l&HLS_}6Uok2+zs9H-fv+nIwJ1-;%4@2Ml~=rq<&G$j-oG)4Vw_*K8qTrQ
z{kLj@*udGiiHUb+yXeY5?uze{7gUordKgc2%|?$?wPf@#A<{UKOyAqo#rIGLTsvz=
zBiKZA!ti*v1--)b$ikEEZ13_VvizoZS^i^vB#`x*h76&U*~?oSA`tZAqYu1`PE)N|
zyl?S?np2!zFV0&MPozX&J&Wn9c-DNlma%}vJQ#&^0u7ibuz(2y3)m+Q9z!TvU;(>b
zU;#4-G+-d$<i<GUQn88egXt!i(Hmo6BFw}A%afr<&RPCfft+}+t(qw;p=9hbtllZ0
z#e#HsG{j2lLm*7Ofe8d0<Ozm<NSnq%7^)O-&X#Oc#1@r%$Vn%)D<BkHc)Q0M=(Fn<
zc|ltTpqGgaIrh>e3)(Kw(8J4kqtr*&T@C5#?Kg=<7vX&;`iRA$m&c)p#=(fMJe7qm
z^DunP!|(|YL(fgZ@YX;W!f;6^85N=7C{&Gem#4|UJoAx~%<7WPk$B&#Nx~sYDp@wS
zKdb~R)7`(>BD}*^ag%4HBG$<x0*PL!9+z(!O@<H=3bD@LiOdHWw%!Sgh-o%*t66?s
zYL?#%TLaXvo?&h(NJeYbEX9k}EX6L0E>%TC=rDQyp5g9gxVt&7hx(U_zwgX}PsloR
zPkog-a#D?(yLQ1BY%}Vf0@2m$-TTlhrS7Q}&V8JShbRTBsFM}=Kyoloe~?f5wFvKM
zoDE?(*JHwES%DBL<2S}aP@cxmua2Hm8RQGuF%=)#72z!~uwdAoq)FtGP#ow9`MoL|
zDeu{R7&LRaNoC8y4D~4Li0j7fWyHaI?}NK=&E75IDsHnvGcY%r=*r;S7%R_tt4*P4
z<$5gyTZp09O?XG&lpr7F1Vra;3V!pT3APib*}O%sX;^w+)zGq)@Be29kP%FUG`-y#
znqJs}*LQ~?qC#&wO&Z$4zTjD2@cZ62!S@5;-*WJ8IJoX`5r6?#oVOx>kpch6fQdMz
zF%E8sdk0TaCO&X98D)sH7bJfTw8*D>8xel!5rY)xKln?HpIc>s5~9r8#72W*lMlSV
zUw}%oYLWuNLFCiJ&Sc_{=>apS3VvasMp_>ZA;4rq(%Xdl{_`8hAM!f>>;)4!Fb^E%
zQEd@fRM&~DY0PIPC}A6Od@FMtNg_K$h<sSj+lByt%7O2VC7kH(`UDLGZ<-&8h&Ro1
z)S)XPZ5pJ}4w;iLc?E-W68gNJis%$$5_UqQr@Y-^pf~Ek*{zNdvs>Ae;0<&`*SE0T
zpiC{fuUh;wv=qUaL~2p$iv}Zdj>qON-ZSQtg=MYIY2?HC7osz?wQO2^bXR!)@SdS1
z!`sZRh~5Uv(9-nyrXbL#uw_~NYCecd2{?(s5-mORg*T|vO|ty;UJxJSl1I5@w^#Db
zn;<^PB^$Y950lW|@!jGe{<UvAd#E9|vE$!P6?b#PH?;k&8Pr8r23zw8l1slcf_Q{0
zzRh+}ze9KE(#pH8kUBicMZH|~E*G&g*B9&qZ!J9eg9-I%>8X23%L?I3Eo<AtAGH8l
zsX|Ham$Yxy{%kCNr)5<}lxX92X<6g?@H~a&ivK;JKq>z0s`S}SSX}h7XuE2HnRGL9
z(E2kPh5oG03$EEv*Yhw3fn$)1opFH@X@>wIh-ePa<tpDm%25JoCcZ-p-(ely!6>s4
zvTYE2D+iZ2I8jPzG!Nsbzk-eXkC|~xX$1JwVd5dfWSRhdbd|SJkb<P>lE3Hg2Ivxk
z+fKy!u|M{t=@5tvNhJoNTRz1g1%?Be74$9=%dLh^lP@{V{hQg*i%$4oU(1wchbKSK
zCm*?<xCpoaVv3Gcvqi_!GM&PAY59fB$D&AjArkI{B2Mf53$dtB$FeeAN3-HtVS-{M
z*ts~lI|WthSasNRtU8F+@Ijl)gSL(v2Yw#m-%NP@w#{crmtvsdx?Y!w;?Q2-tQ*qn
z@M3=uLjoKEJ#4)l->kc(C@u8V$3g*!AMz;m@F>;tD7_vB&!Q2hsfhJs|FfO6Edk8v
zq7LU~CWzk0)YCf2kO&FrG>H|t?72C@#yAM}Je~-LKvd{i9zf6X&~TGHES1h!V5%6#
z4Ms78=q7H!sgSr`B~QC%?|TbUP3qaLv814yl3@kJOF{}P6XUskBH!>4YH!xlHv;A%
z&(1MaX<*o}Hv;5QwjWq(N`*g5j#LPMJn4Z{SSaRkP%8&rK|ymE=+M^;HvpCFX^;=I
zq*v2mk~oWl+{ZyyQjpSH14#!5)JVtEp+c<TAhjH16$PofC6MhIa2Qrgi^ju>5o-qA
zAIPnK0!%;~^fb5quOQY)OC~@cTBB#FT}`)Ic}rWJ&x9-D>zrsOC;BM0?qJrsp?Q#|
zXF+`AQWAXUGV+g#2483tv+NDiwolNuwMe>bh(f3Ibf*7X&)W7Q!Z*t(y_F4C^qroy
z>S;Y|RU#Q2p1y-alHQp_M(+{iu}p?N2#P#kO@+N+GCADtnz}5DWznKVNi~bzj_RtU
z>e~61x%LK2jlHH$I*<zmq2c{n?&|9M>yj4O-SeoHWX^-$0G)kdrG0MMf`t|H?RBkd
zq>=fMFU`w`r4TKh%LfY_mquD)99hh^LO4`Of3iZ-=!eLO-yCFbsJ_2pLDl?3x5J(|
zzjndgR_9Kw)NX}bh>*@%A)zta;OA#^9w(P|n=_xhKCn5f$P=l}N$qV!nf{NUI`xh~
zGKHN_knfIk=Q{e)?Oabjob(l_a|8WGUokja=r?-XcVhaDUKgCL^c$U=_09Tu)z$8*
SYPY?t);_P!^Tae#;{OLt>xioW

diff --git a/docs/build/doctrees/examples/notebook_population.doctree b/docs/build/doctrees/examples/notebook_population.doctree
index 2e908a8d3a6ae820a93ec8a26bc5f130c6bf3f64..68fdabe10b833d7219295ba0158873eb88ec7c95 100644
GIT binary patch
delta 6978
zcmds5dvugVmd~wzchX6RBtV{>2uu@09zZyl0Ffjx2qZypgeZijlQeXiCf%evKz2_A
zabRSPAyUEeIXrxf4kBhgwZ|2K@faNkP;r%2L@^AG&N{~>tc-xJ?5(O!r}>hZ;g3CM
z&sqP#&aL~Z`u*;$`_=hZja#2LYd7h3UhUCdEg9iiMq*-e@9u8z9`DxGUVxYwT3FQ1
z_Pzvl^w!C1+1&k5zhlw_y1pcSl*8}y7c@G9=7~k!ZbMzSyX@~9WJDWm=?({R>)kfb
zU4)$&2jg|xpld^rmTyhgZ$@b?Va~&lL`Rf<37yK7(k}_wPw2$tRQkh=CFEs7A4o3B
z+K&mh*1O9(prAYAl>dPaP`hhXF;MzZ*+J6@R7BakggTcN!%q7C&HLdj-86Hn>8xBi
zCsy<fl|C2wWYMhbSooCY%+8_@ls^iWX@13S(`Bjsz0`gPwZ9vpU0b;?&Z@z9;#fK!
zq3=~@(h0NfH3^~3GeX0Y&_9gE@fyDMa402b_E9k9aZ8&gS1LV%KgUHY(L3f;0#hEJ
zQwyfqQnga3!eg{^?0ncu_cRpI19NR;g)mE^?;W#~It_CIOolt@%y|LQCRdnG14U$=
zhV9Y7gwgfrtV16NHo96`y0^8uv)oT&>^n8IuV4f0L$71$3;$U{o)ES+S~$-NyV2W7
z+O;xMX{-7rkb@f9e_M_2H)!^X;;k7^$Z?@uo;Lp=mtla``fE7W@e;ke>LpW{K=QA|
zK_CS?J{3Nq+3}`u#@Ue!5732+)5yyjmeUH;M(!3NT<&<zU@MYxL|wOMH(jxCCA>Ru
zE?}ko4bzB4D^7%%wX}R*irB=fi;4jz;A#^4W*<z`&p(NQa+O&>dmdm0ij(Q4#TJ&m
z1ai{npXN*2p&Qy@X9wz`gmzWWh_w&wD@vGXS8cC4+OaXJ2F{8IQM-hngjG{UkHE-7
zu`=V9_?hgcyZTb;CyN)rS2S<QNz*S-8=Y;@V#!RPMHjW!&0Lc0*0^)rH@L^l|3;Zt
z8?Q0$lzNn|SUN>_9xXO2k1Xv6;}cT8N60S-`SH4=VC<3d1490-ke_m-g7L7Fzb52=
z74j)g9gw5iaQP<C?am~+zJ3b%fag>MN9mdR626WFtGmQ4Xwkkhb(%jSgbUyYJcViG
zau~k9a`<d?bEAW#=y)w9Nmh^0Nml=exePriwCXDuPcY1xL$edFJ&kGuM96-#a4E=6
zrt3ISl&+PnHd3oYrdJ!PEr7Y+uH3oxMjL4ox)qsiLZ%x+joS2tm>6Znx<pW>GcC~e
z4P)u2_j(m;+rJQl-P>I4m}pnPn+G)R{>8Mk-A|W3{-JWFISpvlu2^<z3nbE1e+GT<
zx5>m_O?U5ll78=>3wGMSDOq`Hw;8Cf#h?`J&;dQPcfaC&A`z%%OJCeTcmBT#ude1c
zaY_T#41LLlFXVYe5uGg3iE_pxA0%`d*{o&TTcJ`7*FvJa{`7BvJgpP#+WyR1I6&dq
ziSRU?{A|vE*!S#ucs(pm{q-kY+%;;lp?WbHV4K?SG9o+1J{$QD$t=-Hzr>t)Cq1Xk
zd=5FS(MORkMlVVC7es$3>CTDWB+=eOsW2?@RuSd4=N|&&1ih%&8)?pwe471&QSbem
zNw&x&_rG8xb7UqW$ys{Y+{*RH*({~5=fya(B0AGLnJLVrTMp$xIqf-=FLP4WT=lPL
z@!<yehAlXPx75pr8;m<;auk!BXzk*EMEXeeex?4%gBr3&FOW!jBOiWE%iov?duZT|
ziv!|&dY8a!Qmk0sv;db2C=T#lb}5VBx}T7f(#4N&JK&7aJxRO%kjceDwMVGZKmVcM
zctz%OY2dI7idaMYeKQhO`Mn}f>#<`tNTGcflEqn#Fvzn?Fo?6NI=)B`1$<RDl01XN
zbd+H@OwkA%iN@2Vr=K61rH=Ozk0-88s6~(2{L&=1^Emv%$x^%@&etXHe23tmh5w1E
zOI&$tQCZwU)AgV6-83tsKKWN20@Qb*GV`L4U^c3|wAO*63C;XyEZy{pm0I7SwCwcH
zS-}Y~)2~lv(Ocg=O&>jFjkJU7(zdEDs~wm@ZupMkwHv45+2H|3u3}h?DmgU!>2%y^
zboF-WW%a5c8KY4W&Kkk=JKPZZI&8qvXtJ?-Ja>$TIt+*f8c~-Y|Ir4gF_r}J<1mOP
zC5YS3T{6K%zA8by5C-wHVL?QrzXPI^$CI;<&B%*gUI!V*FpQbB=KMKwlab#D#_Cl(
z@hL`STmKRubA^7zq%~4F1hS4r&c?>3=2fNHerHR-<yhI;+z@Q?HP4t%*PhR%u@_9a
z4xgV(0t2JOKeR}VSVZPw!Kph$F42uQAhU`Bk4!Sk#+zZh4(Qr6H0#@~IF!rg@W!`O
zP1Gn*e84y`X(V=X$zX@rs8MEL{1C`4BesYPdee6m<QcA9#3g+NNjt`lG*sWs6YEqy
z`!1c3gIqC{CSNHey+RQV(sfs+4akq7{G+g3Dfr%oL#R=<h<l`yZ9ilZ=%>H>@pt43
zMo7t}^lF>QGZjk?gY@srf;`eMOpMiAgb4=3&Y{ZtK0!LXw!sE=);|>_?Z%p9@5nJB
z8Em1K0G<MvDb^+NW|(C6$TbbuJ<v=LuhYo82kA7jJ!Rkp4|gD&#VYPtG>g!99UM)7
zd-z(oH|*m1ZVJs!fvr~P<_ndXzZWu$rtS`JBlTHF3Z#b$E%3Y{(g##>b;Uo)-A0#u
zzYGw?8ffP_vgTLefeehGX?#QC##S9>nl@yy!vP>COdMSH@8hA6oHB_?@B}N#g?_$*
zjow&o({d^ZNUSO^<5+eZOk#h!5wZy}i(6Rq^Q&P@eh`?jhw`9=q|0@Q$!N30L~9-n
z6Eus$M9qT&ZKN5@7CvP&s4z!h+LaH5I<nj>+d(nUf2lb%ZZaIz5}z=s$Ssx9p&<Pi
z((<3}_+{Pdb@H-j?@WQ><&I#R-(@e&wy$bwYP3(twy$(Hd0mZ;248D)5amUKB7cjo
z{#r?(Ef93A2{`bp&ewt_jjjMHEUiNuAquegVn`e5Sc%RWapk8@Z@`6%L0{16WiyK*
zFDVjeVhJt;g3gv8+f)qW_&+1r!D6to<M^k}vBnt)u*=0@W4(ot#pqPXEOPLa9NZ}2
z2&``M`&~RrQTxDH`u}gsxqoxZ*LLKMf(_9fd8Xt=RBe%3Gw;aL!F(Nc^;0b?D1kf4
zMvdsm?3ognZF&V+jvNe`BQ5zwE*WgeRoc+hQusNT-jbTVW_bnI@MK;z^KNKWnfy$a
z-d)qN^v=rC5~X(rv*fe!X=a@PJIVKQNmkvZaMhg~w(3rsWz}IkK1ZqI)kUffNw;tr
zK3d!m8!5QJ&Cn1FWn3=%qM?CjJ}owsKOauS!UDdM&CZX5F`4ahWoY5G;>6C{Z-z^u
z)+zvCg>xW<byUM2S$hTCp|j&dmy^9$1GlieN@zCSP~X(-Y-w{eFyHOiQF|+)3L+i#
zf5Df!3p*lvFhxyYOztL%E^w1noY@K)ct%m2ffre4E6h?O*&~r$Qw!O!gWJk`Z9AGG
zkfehjvn^!11KtMMC)OpJ&&0|e+8sMw4@EQ4Lx)H6h(Pnfd?@7(i^%%}SlU9NWw1CF
zzcwOR>fhvh{5sU&hKe}2$``^=ek>L+y!xWsj!=e<EQ9U32qJ?b^}!~v@_yWN_+4k<
z`Gt?Rf06#95BDn>UL5ZG*KxR4+1XZTf+|*X1Y6?jb+FVlH%?UJoVZ9e&f=26YSihd
z^Mk30Dru~aSG0|-Uk@`)4bq2m(8uy?eI)7_Y=BPFTB+!ZlLeim!=qdtC&n9<MJj%9
zx4}Z_kjKGa47bHe3T%x-3S@;e{{)|B!c%;G7TFso(eK0nL%(y;LZFYKcrB|!J)sNV
zprtaF^>_w3#$(7S=k>i{Hicf@3n`}Lof%Yo7)5;<eZ`H!<Il5vKVO83o`Ve|;Ii}<
z2J(i?(_#_xQ`6%u97w74rfVLw*{S`I&JKSI{~hu_1-I!V#JL`2^$Ul|!e^1Fwysa$
zkKA9d6^9{3zE{FoneB?c@o-Ga`I}uDSso_`Ce@i$=-HnRL#>(>h%>UnVXCwUQk7dG
zq$=Z*K~mkK4_!I}RT|Smsky)+88MG1R%Q{5P?_AS=Zu)h487Rny<$u9CArBWd9l(W
zc=6j_xHpe%kqWXmY_>>tG-I%#>_9ug4h+lLp$cm-MCPjl!l#_Cp5wt%Lgz2Qs03=M
zF_Yh0!Vho;+(B>1Pe^kD`B+#~WKI=AjIPGM7-!&Nu@52kuMPH#f1syE{Ldn86ygS_
z%pj_Hkk>8p)9N`qzrhK)%pw6-9m9PFmXSn;0Dg;}ZAl_`5uGliOD69SvM4_E;Ye~2
zMvry}gZ@BiVWHpU4;1*@f^J`Pfv;s1>lsbv<osk{m0x4Q7H7k1S4%;YE4Y%Y6gK)A
zSVAiKV5FsKjdPXD;q^KBM`?G5*4xy)x|>}{C6$&q*P419IfX`mO-dshNnSit(#TZU
z$i7Y^_N@EyA*Lfme$eLgNi~0+v!%&d?{x*bJ@>JqbW#94%#lt;lkzy$mQJ$Bn0WSZ
zI?2tR#+foQfI+>kd_F4X501dyp7eNjHl0k^m=_-tQ{&l)54trT9<0W5AJ%e>rw1pB
z8c#XadW~m{(Bb}S&<_7?bzAXW#q%Kkb{BgX|KGoP9>V{5_^YqyVg8FhNq8RNzxXGH
l=TZKPPavMh_%GgyJ&(u7#K&Os#Gk+9!ZJ(f(F}4s{0~PO+Ij#0

delta 4793
zcma)AdsLKV8s~ZD`prcFp+GJ(B*lGzz~y*Z6_B)OklZ|xDT+8cj2Be!+FIBt%R~g;
z(YLMRF<Y|Sva;EnE^4y1?WsrvMXcP`Jc){Cf@e?d=C1o*Mi@VAcm2cpzUTh@p3D1w
zY<$CX<pZO(PPYyAX|Io=?^s|sSvKJuJn1W&cn)C)nN+YGcOz+v$co#6At5X0xhK?v
z!~2wXgLl0**{$O*ZkuOEbKz*%M1ECxKxt)SjPfB8sLX}UBx~|s=p^4v-l%j+&T+xf
zZ(%}5kv7>Np2XYD@CE58dJis;&G)>hT#%9%rDOw>Jg1V3C;O+oW(m<SUxwLU7S!{^
zF*S}nJM|ew5N#gR@Bs8%nexBY%Dx@<?gb@=Yuh~0Qm~OdMrwlN@fR1u7T?dsWuT0f
zqB%konn{zh7@i~fi?WEd#D=9BlF&UCof_KO0XcY|hHSVRPY#wmh*cU2Sx|@z1ZxyI
z>`<bnGh6lgn%eoU6)U`(R=VTeEzC7j`qr@qcF}|wn2kgPVk33kq1dRQ`(hx+cd~Q`
z;OiP{190k#Uu8Obe4kBEMm#8llS%2`XhZSaoX#{X5CI!V-|UgNTd?hP=URw~Ze-3^
z&U3kk@#=*#<iclrJ&g=*^47Fi5;}1T92`jNicIVKKw7<lIDRV20kDv!MI*?>nd5aI
zGlz<=Zsr>Raf}#2?B!NcI_nPoXPlu8iUjlleq>btEivF8c-)P&V=Y9JN6V+N&iTCj
zgz}J9RBDEncC<rQ=yd*ScWc}U?mOJ0ick7_=M2*rT~esBxpK7bE9QH;Z){~B7;7YX
zIVYbI<Rz}p!MH(^ALrz61bN-UXfSS-<Sm?hT9CWkI=~mSB)=e;WLAwJw|hooi<VCW
zyg(lJjNv>e%+;OY(qzMl3F`39GeD<78_RtheyWu%@`+ZoNW$W|a8`h__gEI55lq=6
zM_3#~o8%KM-8B+YU^*#1UZnQZCtGK@j`y%^9gB{)&fUI}rDZlu)&*MUM;7UwzH3`j
zZ8$~<^VS)uuLMpf32l*q#<@c<W#h1dbB3tQNap`=+vKpD%i!z)U*s2W11`{!?1*S`
z=E!oa)(M;zkd5sLH|T$AUyV=Ppf5i9HK#*ij=_0?`xgkREuR9>lh|p)Kj_4$y`qyi
zw&(<oZ+G_KM>;ubhXqTZc>C+RTcOy(Qi&i@XQL&KYH#PjxBK{Wpj=|gETUc(UL_0f
z(l3VBFT!i?wt<1zyT_qcFM<Q`HFY1epj|HmixXrK7%1fAcWDTE-tQv@Ls6B~nM9sG
zTL~x05pz6IdMb@G^dh9+kbPG&BJx;prJOJ@3C;}PJ3ZSqSfLjcSkRjR9wwR%737oN
zzjJbaK`i<5;)AeWl6`Y8S%Gn(Z?rxWxjo;W@3$asmj)iVG6!~YN!xbjN9=w~310sE
zjcIKc2C{_#GQO|R_`ZzuT^=WyJH=pd=1AtU{t2O~n8%Qgj%@NnzYV$sdYu9E+DTKl
z-S^_v2lRM3fZ)YJ1f#l{i=hM3t``G>rF!zf@yTjeWz5x`<gF!RAc}r#0lQeQkp?*<
zhkm|aM-Rq=39>npFSl_9XE~4C;jaOBUk3%8k-(N)g2A~`Fz8zr2#gD)aqf7Clr%Xh
zJdoD5!Z20N4d`#Nf)SME22s#zgX}T#izxk$qePbu2OHFLKM{0JCMMw~18=olQg_wv
zw}rxw3cM`1gzuA=1XE5z19LPKu8s7?k&yZeXtfQX)y{27wAu`Qwoz^aIL~PUB%`yF
zhke%IkB@_g0RF)_0hCS(PB2PmICng>{U0cuM%reFjhKOa0O*PY$TQ{`1z_29Ujk%@
zIr!UP`}d&#Y65ftPBgLsh^0NFpa7<F(G30fEJQ~B)-j?v@iv3=yeOZ)J`rLNX3@Dx
z5J&%f7o>wri0iocESi`E<0SW9SQEtXpGsndz*$DQxq79sycCE-XreRHpcS6y;wf}e
zI;;!d)(;TE|9SG*FSFc4KT3x*Y!doL=Ov+UB+L7M9jZ#HU(|h12H5Z~MzQ)nHp<o4
zYUHcW|F8pg1D-a@9rIVglt;*?44k1QZ#BvZaTvvfsN986dkmDLNf|st42qZ!e_J-R
z4aZRmKSWCOdJRj%?!TN58$&Tyh>KIikSQ2UXYc|NC)n~FL2ho~j30?C3_c&KFlK7}
zA6CMffE5a@NP<{e?}BvnDB?7!pch@x$5<SEqjL^-$jmVC)Mi{7c5XQ6wuLYXn-ziH
zRz;#$uW<C}y>1u_uWiqQ$@r?^Na(!Et)Qz{{u^{lC3Iau&~*l&EA>E@4lhgS47EJq
zi;BOy8a~(J^&srlNlq|!=Yz51_Wmb!PiScVI+%$)a%w(U2Sv&llW4m<lej;H<?`3T
zv3W-0zwc3a5|k-YtjHv{(X%|9TpG3>Ca6^!C9)0cVHC`x8>-nRm{gLCb4(K5StfyQ
z!DFxr9+m9Zk7eT;!IluuXTFAZ=PZ+iIM>9x6LU@U=PX#vmYQ%;R}zOWnPfXYRR{CU
zaELRe8FunWKQQ?x)kB9F+J!Vdos75fi;dwu$qj-P-VKPjA(9-L5FxAvA<NwJu2kXF
zC6hkW!jeXsP<LYqUk_w`O=Rug{xW<95JM|oVO<qv=7`9YwdPx;eC?)`LsdS%6I}&G
z++7wHm}T-Ad!Wn=<(wEer+RsgkNCg-BNSMmn)dx(ZeXMHUxLB(2IdjUID5P>HY8`Y
z|8RQs3#h_pG_?E(tX1}~6qut|%(9VM`0HRJMQLev2IPgQ$njdSzn^Z0eB~o)pfzCN
z(9H%CwKV)FG$<WXs@=>R(dfKO%X}U(ixF38q_c}T8}YdeW4IJllM4d(9PBZ(PPF+W
zJK=9}sI!PI$%=Ql0}{o@*k$HvXdCvJWg9Y|tPR6dKKE<oO*_*vxFypqvNElGU=J79
z2%Kt>tMUMkzQ}){7T1L1!$L={${z%SDGrnd3j{l`D!I*|0<mCtQ>ubV)KMiB%hZ@B
zO3WKmG2cimqG(O@XgfPI8~EE`%~Ey#m^8d!qwJDWJ1r9PbRCPj!6MEimCD^Ty94f~
zshMcU1MIt?dn~-i5zWQ@7J>GuOnf>Gy8>u;4x)XC`521!ev3q#dE=KhmA4Dro4B>%
z^&r5n1pv>QjsF}Lx$Sg}IABA>A0^y+7JHOc!v6zLB+~!vVq7{LQ>?sX68>l|6=@BI
zKU}Z_@N*9X@W-$ZAdbE&xFS7`t{;kis*XNUkB?!L){k582x7C<-?<eJfZgt{tzA|#
zHZybe>eY^AYir%rOC8lK7G}<Ot;$^HT2@1MH{q1qV{b^+R#z{saa6f#7jP*$tQn6F
zx44$fbIqSqwWMO9tH!&D{?v?xw3y&;agmjNN-z(mQSf3CIBAL(W7)m*9xpm#viZUd
zbFHdgysB#H!i-wCD`Vk`s`*~eE;HTg#dxf=(l@=Bf}1V$E2f8!Sm{q*On-clH6*0O
zGmU+amUx`()?MOBV>gQu4>wrCwE6#)LS{27Z;9s-{=Cv1%1Yrm&Ys=5o-Y1#%yWYM
zc=%VNr<*_VOR?u9f8xi#=S%*?*PrJr{=}Dv=WA=oun;!-?C}&QHdy@ow&4u;4@i04
AA^-pY

diff --git a/docs/build/doctrees/examples/notebook_solar_system.doctree b/docs/build/doctrees/examples/notebook_solar_system.doctree
index 1c469f935789e3b5ff3c8c40b19924be7c911fb5..570e0874e672c6100769af9b243c721c1d4af930 100644
GIT binary patch
delta 3016
zcmeHJOH3PA6!jZ_2oMSlAJIU-d{jQd1{;?|xHxg>k5WSlA-F-<7(8Y?c(64d+8~tz
zk+MKSN~$}}CQ_p=QX#rXB1@H0HA1RHqeyKxK~bx!>84WEkJ6H^qV#v)o3Ud;P^79$
zycpllyZ4@Z&wFp?^Iyqdi=27E{NBBVtLB@YXT)J*Ff=Wyb84et_MbBu3>717?skU+
zHO)O0HXCYEo^I+3N&Jhl9G9sP7LV4z_2$|f=5$K%pt)|II;_!YE3<V-&r9*}OpNz1
z)g@6c=5n~(osyOQ94;2XWPDKN6tm#N-R_dQ(ux#|PV-dJ9d=!ol8IPU$vEa+Qe#GO
zNljVucJUD?&(RfWBw7PbDH>r``e49Nptwe;fyo^bYeBcqk5Y#gjOa7)X-q@+prauZ
z=aM?J<n5w9bEjmp**sQ92d<!`WbjdeMkV5jtl;@{_dB9(%Ub;qL5Jkbva=>or>LJi
zLOO^vqamd9AkDN5XZG|m<ZT6?#_n$Kkg{Pi2--|>SFUw<*)G%ZWx>|PM`%6t|HH}8
zaEy5Fba}IPz~k^d{`h!36~(HMGpY)n-D8*DFE~DWIqV+0?fZzHM%~IThuvfMgc<F4
z?26Pgs{X<gEJC$73yYp6vq|AkDR9M8Vm^<yLD+ny1ith9NG`$p;WzVF@hyqw75szE
zGACJubFcQ2D{wJjhd++gk#)>b0%r#s$Y*fXS`YofB5sX9C|I3Z@vd3O9p+!Kwvlhq
z-%>8#z)Z`Qq!Q+3SzVeDs)UP}e+|pNO>V+;&ky-I94l$YKUVT9R&s-t%<HY=YB~5l
z(8*PE&^Fo5RdTG@T5rFFxS??11?~`a)a6+ca$HI%s#p)F2U<uaTppMu4>DPzT9$~G
zWrAiYg}`tjEKT;2Gcb0%Z;#JN5ZY-D?7}s29^ykskN9#mlff`EzU2#I*)q}>pXTva
zV>eqy-8%6PF-en^O<Wb)1P8V+o}d%15o(1xU!h*ld$^brm*LBy{bU{^YFz17rf??P
zhc|)NnQ>ltihj!!A%uOSs(1mqPDDrvREYs{8<SWmHRM*xHN2lZ{WnG=Y4J@Iu*bU)
z^dBHv#b0PexaKd&{Yi7);(!6V0N$8D4y1f<d}GYD8d+eK5n4xGq!z-Xmvil!twpod
z!|Q?9NHe@2I7WKlw}6|x1g(=U(w!O$9<*@dMkpHSCPB2-H)Oc##S{-46bBJOFG+8b
zZg514!5xW^V=U`gmUWqBU4pS-S(-oYBO`>4`*M7KI?xrc37>GE8X+;{_4)$Lgk}B{
zfnU%pjnz9c7}g3pqNUn2xl1&_TAe2F-7Wp48(X4{aXMvDN*VVjjjN`d<=@x9{*1GL
z{^2T4ya!*4H>&<YeNGh#dPOUKzGm~e&je%sN*zL>i9(=^?$H^&kM&B4#-|Lcu@7>O
zU;-SK$HeG-i%~b1x-EUrk;T-<iR+}iTu_umva_`{!6%aT#H=F3r|ofh5<q^r=Gn9}
z98yAx9GaNoWqXuYB6LM-I6eWJ@<v%fR0>V<!B{*Lj!sXi%O?D|ol;>V*<G-gm&W;U
ekS$0;iSiCP383`vJ&Cybl0p$Sx}LhL_{qQeNn>{a

delta 934
zcmY+CO-vI}6oq@=&;n`0j}#PAp$(w?r3IrKh=8yFihu|j32mW;%5(y>Fw<57Ep(xg
zR2TMQLX5^3b!S3wqDG@pHj;|LpSW=&YFrtkvJe-d@y!enSiPBd?ws$u^X6}aJpTsj
zDfQ*5z`QzMjcnr@%wkVdKzjvLDmIUsr3<cR9e``-Wv!(7CO-3-@uD>!?%}+(3hv^(
zu>fnGX=DyC?8y`BnxAT586(wtoHCZf64lEX?g3zVuO8+wdVB&NV^YT#?QaF}YZI`b
z02XDyt<HS1i(vXlC8T1z{UFg1*}dyTn+8hJ=v3T`s8)bRAsO^&u$6%hn`~q7eaoUt
zu{bGPbP!xO72+Lx3-J?Ns%TZO(F2ZRo8u8VM-T)f9&SuRGoPK<ye=sOU-NpHz^^?y
z#48OHK{r}@GYNG%B4i{)rRWZuAr@=^1{ZoAaGxeC2T^Qy=0N%fqEhjGHkW%tAE@6l
zPPq1N*eywR`%_tsq{kIqRCrN@J{EK$*Y}>$su=mxe{_Q0LIr6_$H>5(HbvRi(M8$L
zz+v_%WYZ9Z_>nDzVoV#UO4ujqkxY|xKah`+kt`}Ei&s5+G^CC}lQToQBT~cQkM6R(
zQaXJ>!wdcH(b1V{uAVZRf#zec)A0EWT5UnnQnQ8d%80@32oFW@B+B3)duw6?(9g~@
zc+Bw-uEqq@M!7kf7Foboe5O(coQ(;^WQ39b5D(T0`W?-7O3jj&Qe2BRPH}!0_d@C;
zY|16vTMYOYb64nlXomYl7w#t=*<Sl+2172x25KcH6s7EFJuU}PO1EQU@J3Qvg4}ru
zt_BZ*OD>ibg)=Jz+QrWCCtx(Pg5cvTEtX&~X!eZ>tasS#9UZXry8{-V+s9*ZsA0EZ
zb4c)d2YIu{Eu5By@KWeqs?I&+a`*RmhMWU#er6iS!}Yiv9)}XNPPXYvD8H3w)98Uv
Jyghje{sR$sGe`gc

diff --git a/docs/build/doctrees/examples/old/basic_example.doctree b/docs/build/doctrees/examples/old/basic_example.doctree
index 62d18bbe2862b8c8f7a52baad1a62c57e45ca166..49a107499a813fdc1d4b7515806a0f0d9d7744d9 100644
GIT binary patch
delta 833
zcmb7>O=uHQ5XbkuW>bqT-84xzX_9uAwn-{A!Hc4xpgnjH`-Os_Qj+YpFWY?XZlMul
z6{@yU(K6eE2a5-<3bG&+DHPO$dXR!39uz@5s^?ycvq@V5_Tp*x&HU#-Gr##f_T~bA
zlV3T0=mj72wrdjMxPe<%)rvEIDFn+Mp%#lZU$xk&`b)5GTRUmyW<A;&*z6eKU8Xu~
z!dRD&Kaa66$N?`5dVi8}*lzBFKSDdKifu6NlZc6W3C;xtQnsJ^{KWGZ8yYjLTYHE<
zSbQJe`y=EcJPUP^dnlIuCB2w0nHF<9s)f3$?6hc#YYL2XGIAN)B;Z{@Ca<x=2XjJ<
zY`|BsuhwWCDq@Cw!S`YDEtW624O3Bd-C9ILwtzj?(XB$1T^E;&avY2vIM$>Q3g5)u
zn$0#`39eCz!XwYHJBL*f3cox*$PpL`4F&aDfa7M;|Bdi88Z;uDb*!K)`KVUM(1ilI
zX9t7k#^L^5VcP*hkw+vvNve(5TjH#uRdH_><S<Ig=vKSH!2&wryo;EF??N}#mf>V%
zqk9$KRZDw<A8iFCjn}zL;e$WCbDnu;u6@r_sE=R2&Yc?9qdl@~ZIA2AJ+9QIa7|3p
zk4|Jze6{a(Hu_yB5A5I4JSCEC^sbXYfSG2=IFU@2)RK`XRZLbaB#QbJjP{?Eqq|8Z
zWu{C$m6=xcL{>E?9Ys<pX5e}Mr_Q!)J~gFI<ccXJTbQzzT)Avv+JfciP+O~-PpisA
dO<=%g^ak02(O7Tm7S1<pFaZH6_FU`|`3nWg3>E+Y

delta 673
zcmZutO=}ZT6wMuHXe_NwlbOWE`Fd?I17fl%2vQfVNO#dfKsQAbGtKK@GSNwlQ6nt~
zQb9?%qagYVgwV?1vXF(MVi5vD>CPV@K~Y?)FNrA@UETNYJ@=e*&#Uy#g0Lby+BRMY
z6Cr#X`UWZdITXWB;tb@l9n|rZ6o8DEk|YQ|0H4pPP}N#t52{&pKwFdH41yAcn+#3x
zLwI!RMt_=NrII!2p}K3(z@kfoi>_g%yTj+Wu8G(j@?%4phx1G^fsF_Ok8z0D(&Mm+
zoyauT1XM{D-my;%74abV5^$4<(8TwLYjA0A@B7}~*Y2Lb)03ua*cMeh7Ih(jt>{^S
zGS8zpD~Iscc$+7j&xhoIj9-GWBgO8BHU2f+yN(|ofMs!*`_Xd|?yKxS&`RS~WeF;O
zLevDSz`U??C4ON*F(ZxpQ#~!KhDCJ}R&iZzDGwR2?ph62tO^_dopc_Hn$i!N&kcCC
z!()T2`*i!Q{5R`6z0B_Ggn!bdIp;sYS&y+jF%5_cxeOb)N{+)*+#nL`ye7Bdo;Npn
zmjj>oCbk8-PRr$zb26E%R;!6ptxWA=!oHSI=FIEKl38-_+0prkJOGt#`-+oTHp@$0
w5c2VlV<ToEYvwL47czO%ao4aDKaI1-E!f2^V`^lVnMye{z;c-LJ{uR{H)CSbB>(^b

diff --git a/docs/build/doctrees/examples/old/workshop_example_notebook.doctree b/docs/build/doctrees/examples/old/workshop_example_notebook.doctree
index 49f080853e875625a189e83e44cf9255e3bb2787..e8e24968fd09d1fbc28b4aecd50d5d3b0aa3f4a9 100644
GIT binary patch
delta 3140
zcmb7GeNa@_72k8;e!Nu(kX<NsmE9Ha8y4b66K!m*FiD28LY!%8TcjWx9xn=HcS))S
zSn|<=AtiD)%%qwIZEI_qX{68EQYTKZp@~{(Y?=(FwGHVYXlP<$oJkdvo_pW2i%(}d
z-GBDJbI$#pkKZ}>-nP%BHz&>3h~*hDL7%nQb*owdCez}!XmfOtV)>?rnM|5J&BKzS
zimf85tW8K#qfbO*W{OpDtF0JudC~2XE#`3Gdtux+;jooFN{UT@ZGH!S%QX%?__et&
z*pHG2lJ}FmuORgZ|MDo3;#KA=*(H0iO<t9z8l?O2^dklM;yf?BO>Ufc^2|c^CgASF
z%h?-%g~M*GGHbb&eF#`SvYt(HO*ZzrWJw(%FJn$_Rey0YI|7)pxyb1A6rtzfE4g>T
z7jdA>iQoNbF3Vs9n@++Mt!%+}9B><H9Qeu|U$&g4*nJwTe%%4<h55ytWXgNK<pZuj
zSnV)3+o^0x1)I#;BX={vuG^Eab#XDianDa^U5+Vvf5YCADXr^vE5r-?f9x@qe&dWV
z66JSVXM>0+;!lTeJUuZ7mT|-G^NSz@xo{sIYMcW{u+LwVc74H17Xex}Y=*s<63oI!
zH+<Xv6m<fjJ;^v}Y3=+gPFiU`6`8YU5U;>}?YY=HFByBwJn##0zJ~pb3D)-W^18Kq
z%WX+8Ai}S&C}799GDh4B<cWwQLn02^@s`cSsRsON!ru(<i|w4Vi8yCiwjf1YSosGV
zGfViDalcLBr2t7=SG!MU=@PcNJj9tdtF%p5m`qL8*SG$lL>v}Y4oY!`;*vB&>*r46
z%`E<p1TcEr9nvCIFaKxL<)28DpS4q-C)XQO)6o53E9B$z4-Uz-6bVHi!15h=&M(ob
znhO%u@5kQ+ugXojRfw!s+KzJP)e^dg?o2gU58%4+*X1tV`l&ePuIn*h)7}m@f&83q
zwuggSPjJv(_``<+@-KDyK_NdS<l3r-9g^IyD}E~!L%O1K$L|3Kxy1HoA<^S9czi3?
zEJ+B>UiL3uQiquHcO~92a25+YGN_sCn$|pQXH$|G_5X0C=oqGs;pHDJB|C5X61Gbc
zgKqF~RW!^(gyRJ)$2>jYqFDkRg}1_2NyCSHjja?IC3~kfxu@L$<s|lCmTP`isZWT_
zH@3@^Y%*bCrAO=P_`4i$nd_v+v8{^1+T$mt(^?_$arDIW$gUPfy{@^CBcx(xd3wBQ
z4Cy_IeTRyTe7{C~yD_(Kqr8X0rlg+5NMB)U5C2H?&~9y@?<J5A>Lx!YlRS((B-@b3
z(_<EmWZ3d7!r^=2Rf<oX$27)IA6~(Z@v^$LvBTPIqJryau;Crj<>&|UAI*HO;TUD(
zz{tffFhb{NvH|^dLeJ%AGP79_I(%Tpg5eB)9t*neKkk*lgKNh(*oJwC^DNpw2Kyye
zXi1FrsIIt?t1w+TTI2C>;_!`2jHA778gIsE+dk2O=~{Cx=;qg#HJ~^vqR*^dWfDIn
zgRaWVifEIPr8H7-b2!KvW~M*CGj{6sVB};`njvYMgm0ZxjSTL_4X3t1zu@sNr+oIu
zEP}^2f}^9jg?}Z8OqQ_ZPfy!->o#57W*KMFnj%poEtoa5Hr22t9s4f%aL-USdyxmK
zPu)R_n7RX6!LWN4O>fyq5j)OhV%Xg3ugF2CH59H11cT8I)k%$00zBa!a&rLR9m#_h
z92hG$Ix7;+y3b^@j}y*5)SXQd#UAahcLry{Y=jG<b(n0OcFNRGFfx|TCN1JhxG8)+
z!Hc$ml>&iZ3%6NkO!_T&=3EW<Nht<hE)Da#lvpu3eikal9{oP|x=MHGsv8=pGZRP8
zW!hs;BK^xa+zm6JX7)}b=8kuQek<I~E$LF`amM?DwNQ0v!VOe?UsUhx`E1xvyVkJh
zd2yDry*xv=)_tMe0!M{oew+R-UO7qqDPfPL<F<=SZcfW{@w$zP{Zu!2Piy|j2WiPR
zlPN^ZswP@ct*+tAAJ2=$enpQx13j0__D`)s|K9&j;{bUpW6N#vZY!{fJo0RmM;4v{
zo%(yYH1-@=NyhXXAdAtFWjD{^CH(Q_jVxKxE?xdLgZ<ipPhW=2OeGv{46XM08Uu}?
z{KoBJrJ+8*Ay|u#UAfD<U|LyI6|M>gtF}B42<F!X!uN9vUroan9KG__jO4m)RkeZ2
ztqoN*b@jE;PV?5f`Uj%;>ecnhNr7$EftpHT5JK}*E9}I_r<PJ99h&myYjier&I&fw
z=T+C$R|U66)hFoP)agh_@*b`WD|uTRYNP6X`1#Zl+P>u4TnExL=^I1aL*c--s2aje
z*K#0)E!T2dcM=bNwUTaHzsg<s1*~7aPe^vsVER>#;8#Op9pd&)N-90+)pMM~73w(u
z8&oIw-#^v!^e0~2>IJ^yuPpU_zT!^@b&{|6O{4ysuX<(?wE6*GwrEQ~`v&|MjawxY

delta 2845
zcma)8YfMx}6z0tC-epnC;zBI%U9sV@yDU#lsufX4e-J4|g9<7|Sh#zYhx>q#`T_+-
zX(OG*u|(Qh8>?-tt(yj0HPxssttFw+rm4}YXfgJYXrQf)w035$>@GL{=&w6D=bQ7L
z`OZ0W=kjmrw#O=Ao2Iw<amXh^VJy}d|AZZQ!uY=K0|*Hb6Q!eoGl?Z~9$g-07Ne*V
zP2y}Zsc3iaL71mk826Gk6=dSN*+%pw;QR>#*56G==YjN?Aqg)E3)e_zX&77@7VnEr
z$`;TKjv|$2$UxUP%mRb>Y-$ub3;5DlDjdd;R;Z-;jM2;?FQ<SW55si4XFMKs_<<OS
zOYX+01;iN)`2Ki;FWS7+0JEvjfNz|dFBE-2Pm<_6wQ$e?*=z?{ln7DecmhNVMc0@Q
z=hsF-JKi)B196jp8DuyWbiE}o69ncLdYBd`aob1~P4H%Ifil5IIJa&s?8e7$C*Tux
z6}ozw5)Hl{F*T!@nj*9K)m#d|<cv^QwIJ&`EE-`KO=dpoKtWQr%Lk43wL7%a;ULeJ
zEBPizS<r5T&!tAv)8yA0@b$4-AmWA1g-VuO&Z3a>5{t&=91NCoMay|D+@U@u=K}3~
zphvldd>gkO423^<0+V{i2+O%MNY9@p0YQ2WD)dAm!nbOd=oLyd;^jSC0q~Wcq0o6M
zE@m#yAXeU)S<Dd7(u03_{ZVM4j9Nlbx!M+%N|p+*9(_TtKySt$-A=^4UTbKjykm_&
zZu!)>+kMk|JrG(i!`8FFLI(?6j?eW);ve>vhQ1>ETDfoMq|b0@3sHr3$-bT3*TsFl
zbA6xF$}@|054Z3XBNW6vyg(UvZodinRQ|F0SQXR@$7pmuR`>dcbm&`-lE><64zs|g
zIPHiTj^V1kaxawQwj+f~s)48U0{V+ZOO(fVT;`F7tM6#$Oge)3W4s%LGwcX6e5TX8
z3}B+xz;MNAf8{<k2BQH<@_2<!LW0_1oTe8%UZ`Bf+d-j7EM9fHP+7_Cw31F;g_?KA
zDz*RODr1&FdzgHVJI6uika2Ykmm?%0ntB<o7+n~lfTtohgBkehsEJ;U^icdtYf}el
zzlDb4+P`|&Hx2qJr~vhGfCY7``3P>o-;AZ9GBwU?E>JS8<P3`W`-)Ss>+FIY-Qc@F
zo~MGF)Gn*NmZf|hn@$^i`yalif(LAe|2m7&Zsh(cieH_C1QbUXI6^B0t~8b=9YJN9
zov8O7NJ`O7q#B?aJZy@{D1c3ut>Fd8)cEhZbY=+@pc|1&1bcP)GBA$;bF{Cqbkj9#
zL?aX%yj-ACSdAA=$nvk!1j%1U<1qOLYSi#pM^m9Fx%HhKW=UL25#55zU1N7Ty<O5B
z+QUWQ5fj9Htm+!plq579q9L7>CPSf;|2*f<BuB%+2=Dllcq=%G1CvQq=;2}*oC+jy
zQceQBt057|5Ct0kUwb;!?@w!mpJ^<kJbfcFi-8QsK^y#wGakOA9b>{h(vTzZa2>*l
zDHeje;BVO*Ja-RiJd^*AhDP}Lr!)X91G|G2WdO2`{@lraBbZ<@=i#G}Cj`}Ef$*dj
zMJ6cKKm~&ppp_hAK?MRE2DCs3l0eDwEMs|Y>c721W~0*p?E`aDzy`Ksl*mO(D7{S=
zRDgc=kzXbuo^@5?Gn>6BqJE86oVmuE^5nwl^NYj#e}-<qytiFo^8614Oe{AWc_WP~
za5<pBaIgYHG$!rFI8tP$C%^aP<loCDAL2~Gy{0^V8d+h1WvCksd}x6a2o?`i+TaWr
zjiTG#<a*v_YiVgoZ)$amjScCI&N^F-z1h}eZ*q~GOn7lt+$74~*to%!?y$RS8Hyap
zge&3G?e**IHI<I~sye&N+eJFFU<vs#3pPP4Da!_PiH*)hcT9Do({8P5a#&lORZUHH
zr?uA8Q0;a!Hn_afA^Ps=4s&`Mtm_;NRnAtgWT&r#ZbQIgZE?6o>xRZUuar!_%Z4;C
zlZkAIGc2Rmn7q~1>T=uby;2e}=fE5=kP`aY8mkQnDVA6Y#hj*?hc1?qxy4KyzgS{1
zilrpJHZZ(L)YCdkJLp=>kviDtqSVPgH>92P!ym2EF1BJ13aN{&*aJY?%~tHMBJE+T
SvM?H2>SoLIfq!zK4E_TLi&4t}

diff --git a/docs/build/doctrees/functions.doctree b/docs/build/doctrees/functions.doctree
index 4043b5890974499ec917659aad75c8b199ae6bdd..9f4ff2a4b7edb7a568b8ae271bfca2360cbeb852 100644
GIT binary patch
delta 9670
zcma)Cd0drM-uHLzzC(d5mkX|-q993w3o00H(5vEBW)X`hJQ%X6VVS7qQjp6*&zSiU
zMq5lxn5#b8kjuRGYMH&z)MS&5IZcaWS?2U+Q`5}voO3T1dZ+uq9}kD$^V`n%x18nS
z!{1uh9kuG~4BJSnzJ#!4`NR`8B5738sN~}EW!1?GikA&5EG;jnVy#A~@#=I0*vQhL
zJkRPk8rcF}5T2#9CEV_P-FDcd%@<1J!@kjGy9~!@-(@ks=sGuPp~E9OddL?--_IWB
z{W@}u4%8kg*3&0rZFJGp7&^}LLQiG9PsU~&;b3qB-o*pM4O&ce@j#n*K;j#O=HH?B
zh9=Dha!E&Tqz^T>=z8@kaVr;TYqAF}(*I4)As2P5BNK*`cXhOKZ#=CTegVR0YpREC
zem=qysz-j0V$#u+tMT-?lyNXnyvyGn2K{JCS{&W{Ya4{p%sbk9Pe)!Qo8V&xALYmq
z>v#j^dRLAZ0Z@vfnf79?GNwdV;;BC#e6IBJh~9MnowML!6pW*NmJf6Ugq7ubnpqJ}
zcm2vqtA8~Mp5}hBmI&g3C(*G48WLiHbvR1;nb4JlO0q)FDqjLODb~}<K~W@MPdf^8
zBUhkjOG^?<&f|=ib1!3a0KqDxbtCtfPjiA>IVq;!9(_CMiT5U{p^b))UJUODQI2W{
z*TroJRIiLy;Hr4nGCaiQi_j;?LUZ>;!zc8}m?H9tUIYpL(usKoVm<`kqRr{kAe?@k
zo@%+x&{gZKv6Up=Ky!yA>D@|y13UdX3?{c3X!G{LD3y6fe_AolMB0SjMAmc(%#K3t
zmWT{@4d#Z^47Z6+-{I*!169k==JJsUZLUFvHgCKRK%s>hcakb@&qI%9^d^ddcF<Tl
zBh6$g=|J2T8rXati4Rher?M?{Z{|X>-oX040vWD_d^*ybbvUHWkKInoCnS<>26|)3
zU5;+ADGw?$$e=DXh@cjr2Zgy&3}yX6<$8QUEi%y6BNJ#s)&%m3fu`(_q3g5a;Whel
zRv&WKz*c)92MqM|rBS5Az;2i!b-+;+RxSWOxJu<M9Mv0_6e`6<HH~OMc@YV$Ku7v$
z%<-eiW^S^B_M;y~>m45ld{PZ8B^++2dnOfGzTjlH@;8p?aIKEVp+mK1l?x$cw0Z6r
znmDD-?k8ZaX?4U?*-<nj!b2aQI-9tR9Adl8=#M}Tr0;PA*cFcvBT_*dbCQY8D57C7
zVl<`>kl5|uD5j!ze_%Y^lB^Z85d-69Gu9Iut-d?QGJ(HxD;Y)vBH5{!0-R&f%jjWt
zGpEQr@ob&j8*?^>{;Qv{_dQ6LIeRZ3iJZOH$aD5~t0I8GzGkFxk7m%T?nKHl%%5VV
z2{G8yW`xoEVjNxJ)9U-1XGDsAKX!T<sgm%OcRE(DExm(mG}6{xqsS9RmSQBsU^Q*b
zokN->aaSjC_RN{&xFjCwB!<pPas;d?brSuySxKZ^qF?g=(7%k%`O&ZAj!N{)x}g8e
z?3I=;`75__&4<1c;QU;oU&bjC{kpE`6O$i(9UlqwbtZwn#gD$Sb?z`nkuPVlAFeZW
zHl1tzqI-vQstD~=5h_&7rI+Tehoc&+N5i}b5t5{PS3n{yxZlGn2n?_%pfc%ky|#vY
z7%e25E<l1KAgPQpiN)ts<nW(Sc_T_U$wri5;;9dPX?x+!sB|>z2YeKFK>|L&6iD|s
z=Qo(k_$#+kidIt`{R4apO+48h12{#(jV^R;(RKJnru%9>5`eEZu`AIe68h832mT1J
zYT$J!?<DLD;KVvj)oV+}(zDB)bXERTcqxEaK!dW6<JFrEFPH(R=<0&eq|GGKoE#Is
z<7r5a$<dvkBYD7wB$G&P5l9|D$NWg{<4#H>8@nJ`P*iKa$zQpZ8v;oh;JYr7Y~&P)
zBs$j>Nwe9Hq=k<Jk`}W>k|L6sR9Czf4r`#9UmQx47w#ba&0;yT$DuA?+Vw>A#G<Ki
z2mN|URu@4fg=Qd#<s}oz6tid+S!Ri1hWIT}3>Z>U%wl0oHOqXAGmBOnWfr@gRCLG>
zV+wap!WcsfsuH}7$|$fr!l`bh)+}4EJHWKeEV40%QzV9Hsw;+@@r}&JEqo*}+#)g5
zb3Lp%kBq0^Eq)AstBIqY?q1@eeag3!{XQ&T=(JnkGw~Vlioh};s2oQu7m;>}<C{Jl
z&vn7EE3d?{&4=R)631qVV;ef-$MHCKOyal~aeUUSvj_-*!g3F7j}CL}32^)*LEPIp
z8Rd9)5F=4of*8d|0>mhbNJO&7ELN`gn&n!XgM8fNwk?yVk^H6AFamvvqwT5vNU}w1
zPbOuvU;@fy*^~KXWVkbF?(+F?FQ1m!bCcN?nTa#RZ;^>V<A1n{WLZQaLNdMba5Ncg
z5gW8D)au7ClUtDZ4YhPOMsGvyJ}^JU-?^2IolqtQnAcfEJ`Uv+pM#ce`PhVSB$Um3
zB%o}TP(q?N_R)I44DsP&Kia8AbA_l|A4bnC3#Er28w0NkkOIQWIRvRUox5r+Tn+&B
zfdmTPqgi#c;Jd(!n-<!%W*BZdGuFn^khmCf)54k(;7;5SW~|MHoAmTrd8m1he!IGy
z47KtO0E6i6HA%Qg`Gp2qrO*^1G>Ep-IMxzNTxjp~+N3U1<KAIN&ig`gRD`5ege3Aj
z0^kqHISz&liPszQ#BQ)WY88Q4VdYy>%~iN=eH2-4We?qgGP22vhtLt`dal5O4qR#U
z(EJVS$V;3))Z#n(Ja1)n5fBB>)7ABZS$+jX!U?)*V=OskrOg+!Nt;#d%ipkyeK}cX
zrB|-UIW};mu{j1z5meCn5K28yTc1q8=lf5l;WPB96tc(4&$y(?%5u{njz0C&Ch}u9
z+qZnSZ=vl>5@KVBzXxuk1>16n(<bc3*o0kJMt3*#@tZZFS(FuKZwa%vsN-oBZV9vB
zb~ihI(@B_yDm@ereEwNy+r+F1{!W<%8Klr>dx5Z>FKw6qC)*aZjZ)k;O4HRR;vt*f
z*zzhq4{e<XoBWo{4K@+DY&wpnaXaGJKiS41fhNq91hUI2&x!Sj^!CAIqm{v2m;?VU
zRN%?ge2S}(p(`MNvavsxkr=onT)Ze<{8YM#VcEJb)(?*zU3|wzI}QyY9X4SCw*gJt
zhxjbSvsDuyfjI0UJ*@Ul8wqqJJ56Hkm}yBmx8kOizaB!Y_D<*GU@$C4h=<Apthcjp
zm2=(dKYR-6l=VNAk3{`X^{(Er6iA_6F3@@0tY{wfEgEZ5-Fg%K%g)K95*@~)Xh2e_
zu#0`+=4VS_J#E=F8rGuAz6xALi+0@&y9Ie?Cz-6W`%cQPpDE%SplZ8Zy7TN}>7IwY
zc&4pJSN-)_!QGbiIp2;g)8k#gdm~uh=VZ6?o}FDe1<9mGQ~JEwPX1tLv8Q1G3mJgt
zuYtdr1=nfqZ|<>Nm+HRekw|tZpGczwEqsA9>Bsu~9t?PiF?P>&i^U-<n;hL(b;ydB
zNCy+hRXN|4Z`<u%)O;$`tU@*Df;=3*t@kr<;dahoD#^p)1v`VY5JeY1H^*|Pv^GLm
zbNU_QT>!a6)0ynxS!K!Mj2<4Kl&dk=brR`!&p$y5`OD7Eljo3~Cyx%_pMeElx!*$`
zcJQVHHRyXBZF<*D);MJSze)e~Vw}S_1z!IsE$TmyZaI(ud35o<27)wRWiVe%{a%Oc
zJ2fxOA&0wJZt+=e5th#h%Wp`_|I=yto&RK+S3gP%%Pqok3q5{dB0-w4e9&hZF^z{g
zboId@BnuT|b!R$6b(1is04UVy2dMeW1a>`<j3S9nw&fgn$S@~jFo;zQC4I<Xr|5!d
zPL|R@MgWFl7>V--%7M-dr0s_iNk6CTB%vtkvxUV<FevDi@4jh1&my^8V_3Rw9~JaP
zmTMUwiE=G-%KN6G*8V^qcgmuz<4((>ZPhB;V=lVFJAqJ~E*5P-QrYShMce;y9@*y<
z`|9U#cKi_DOus<lX-Rxl5=pbOvtYX`;RU<RDGRpFDGK%x<i&#BhHm-`b}M&T7VJtV
z7Hk3?s;;&Com1V)H%_srYR@H%eC6c%?Pg79@g{c0=wX1TnB%Dyy$cn2_?-NC{>1SD
z<bdPD{7X%&OD;9BF1+}1)6!R}VU&2E#%0|~stZGm$)2WX`_myUdJK~5ZB@k!t1F6&
zN*9(EHEvMe<X1S?Y3_+Ig6c%}#nQSH3H&dyuDD%dsf~2Wl%L+Vm0w2FAKE6tNIK!w
zosdTV{OSn(G}KKy-VI~t(;<RpoG{pDBBhJ|782>=xl6)bGNbe^o>2g_?&J{o%DeyM
zNU-<fj>qO0(fQYr-aqUtC%BcbI@3ex<-!ab>R1_|AVipR#zBho;gMLF=G}4n9{?KH
z(%!@~6AfBSH1SM?H|`DGB=IYF?>o6VF^Ii5->P|ZJoMRZd{gO7{rF>@7PI%zXT|cG
zKk08_7R}RC>`fQFdh=>e_`J2>ZZg1;pjA~%_x|vAEgo;`KR1DCo4yyOOfT>0pK`#e
zw1<iKycNb5i6he>mq75Ge_WlUgDJWoTq=H(8fy;55bA;|Ll6dr43Dcr!eN9!R9zkc
zeXYU1wN&Q8N_AvE*lO0~QW9Z^fv14_@^JWrNCtIhD(sb`c_U%A82LZY9AgC|A(~ws
z0|Q_rbEZQjq_MhmSVU&JSj!lQI64+ao8W0SCJSFRu!C7J9{>6>3pUEX+-&Palzp11
z6QN9!qFDMQNJmobBq)Fe^@B;^3I-^{={=@Cl?}1RV4w-E>|EFfVtS5QkZA+&FQ$!(
z{4bh<FmSW$)ZZ_J!&2eq64)V8x@$3fVhM&cW<V`Fvkbn`Vp3;53^z={W+hZzu7fXn
z!sO()U+UU5FiQ^yesSjfqv=vsz8*g936n$pegjnNX++*He}Y}gavE?24tW}`^pH=l
z?$`va22BV4s}U^h+BRs?&%`}7tt`2njoSxCmb?!Js~y{+iC`Xmw;z&O^A1SD{A%9;
z=aJ+&2r2BsGlKNvGcdbHhSVE7VLHG}mbnWiiX>{<1;>o2Zr)yakTlp>-X4f#cdHPm
z-q;JD5;`b57${3#ggxE;R?+XXK9?UrZ|5Aq4W#h)LHujwLEIQYq=rhfTJ<vA?Q_%3
z{&Wb22w!7cq_6KCh56jqOGhA5MPK^_tu2uY4;}|6+qMaAQwRJG4)u&*tvv}J=(%N9
zeg<$cWk=575iO0`UK8Cxt$7V%Oj^qZd#oL;j=lf~h!(4gtdoqIfxQ2{9^^GLIn>WC
z!Zic^Ze=jM4}Ay*b;)IzW}%<2(`3BwD!eY6#n@}GLN<$z>%1C+FDgsbwws{S<YLI>
zQWxHW2c(e?zlTM7%eIf7!SxJ()U2Q28t8GmQOhd-2_AOpZ3sV7PX3QTTkvL}{-`6{
z4O(0bxuVr9E7>B=e`O;p#T@<nxqXRZKgV35B!rIN?__OFFi^ebA{+G@mxIh6POkTW
z$At~frMC1Y-y1;VaLf|=6Q?@eLozg3Rb<^G=k(VBWU7qY<Uu4R=%ULjNB!Xr@;g0N
zu$o2~R`B$ZBuS&^FJ&lWQ~Qh}AIQ}`Je@4CXw7}zL}FtxlgM9t!l>?<Oa>Y0t?5A$
zRxO%Ft{Z7pOfa6SbI2-*%bI&ggB%T>M>fdO`TP8|s{4svueFzB?WH6{jV&P2W-V3~
zSvN@|wPgfkKpM-*$ZqMDlq%D$v|6NFH2bKWM5t4%NSG8@zLflAfj?@bzN3yD(`#})
z@C3Oo!&SV29JNM9mekZ#RF6(ht|+dkPO7M_DOpmUw4`bg8$-$DzVZII3kqrqYN`r~
z%8IL!N{ee2a+c%;ON!VIO5W-1D1E44QSpO|mlP~0Enn1FuU}kRUe?GSZ6tR&?8Ofi
z7B6^Ea8$FlM)H+@a9XckTbKOuXZ;%btUiRz+fMqe%E$kpQ276-C<XXg6aVP}9|rtF
zs_<{)N(q1P@3cx^{P?8s&xy(w{@@?JlqmcTpzx13N;7}(&kxFATznON?XI-)2ftfZ
g=HaPX;a5(|BY2ik_z_h39*;Z9PcHQz+es1mH+bCI5&!@I

delta 8964
zcma)Cdt6mjzVEj<hjaFM@la46N06s45Cl!h2k797GVyJxgowh11Oh`RQ_#vsq{vd2
zlV(0M^*V_s+l*;GK9)LWrK5ATn+?uwY|Kh+az54E+uYw;i}TnV?B*YveSYir_^$8z
z{eElhy?yB&%k@JRL!EI0G#g3?Y^3>N(Sfr|=NCS+h}MVIxIzL5_)A+1s{&!0Ubo)$
z59`~e_R^Q=tj^!*gs%FqNx-W2g3}vk3H>y}O4oMzpd+~}DB}G9HgPJ^87y~RYA<sc
zV#Wo+>v~uVTt6g+8U3ZM-d9LWgY}u>xz&}$MWu5~i`K7HKZJ)KQi}rcasltgxmKo5
z1Gr9a^zE6bo<Omm#)6XG>OmYRiBhlOAA0gYBwVAJX?b|9OG_tz4xl-WN%UIU1rlbU
zIY%-elzx_8PLd2XeP}uu*o`UB6J<9B_oAQldn0_j0b`FPc**B?dGd~3+yhfwf6d4M
zq8e!Z^=@=%ZJcc`YLrBm1e7=%_WRDcaN4s}8BjtN8Q8se7-9G7sS6D(Cjr9f)d7WM
zt%2T%8AM)2Sjj15g@N9ioub#J-L)!sj^+=HCUXt6S&JZrsJtyd;yH|rGcP$`;zXB-
zqFWvy14Rbby*DJ&s6o#ur?@yuJz=2m_cZ7LU${xw95b-=gAm0kyTEvIMNp(%;<nr~
z3;qpBqO%`S$yc1O9=b(1idu4+d=}v*3dJJaq_KmG$W3G`Esgwl8_$<G&*WnR-G28m
z5^m({p>#6pg1tAS3TKcuG@T?E#o~}oMtbt|p71f+#<Oi_!9<RsgXRo-5r--GN2v5h
z^Pup2^d(ns0>2ZhH^C@Z@7%BefHHa^yFXN;|8BH<PB<wuvcfMRF{I=oay5@5k?W}|
zExw*HW6ab!d@fmO^en$uU0p#h4$mPQjdHzx2aJ3T$tJWq8%5?B#UjqeiQ^(}!f@_I
zT){)jMVw=li@5DK!^yiwcDEFwn{t!j1Dc#0OV0A}W65bFy|Hl+xrD!(GOZe)E3X%I
z6Ac;}tt)og2Hvv1&HcNa&F=K63r71F-k>c;)_fg0(O#p9lyA5=O1*6qnbQ#yirZNW
zT{8L<L1T3<B)PkZjM$k5j$J^40|h0-7TBT6OL@cXwm>)QYPUdStCHqE+7}HtRS-xU
zAI*#7OsT))6YP)5ZqB-KL&=#!vnMChgvauf5nLFh<^<C8OKEnqS7m4*t*c3~D_kOT
z2BY0*j;3`}qQa-4ROZceekbx~IwF|TS!v;HI8}2Xt@>9s&5Q0$yNyxkg>hreVgy~W
z@l#2xe)2Y|=38m&<10wDB*0wJ7WV<l4P-T<!EW$UAnyjSj22FqOm;}wR=2GC#0lhx
zl)WQlWLY53-xRysJtD1_B(9p2N-89YrR_*;MJ#R->p3n-VmXqyOZk=yqSUV?fo0y|
zTav(XE|COcq&5P>0!(fK4g5|JXrKqDgt_@E<GNu@!@Ah#a6+Yn6`01j0;Tbh;UOLe
zp&kdJCQ-R`@6;9SP^)LVaurUC1JcLjE=1D9#P+s&^ADc5LLM>6QtW}w+Ja@7MC)Zi
zFGHGLCl@6;1pQ%&_ArSOjWdZ79fIa=rn0yz$y6eaPEMkSXS|}6b7_>Snnb=Ocy;EP
zc)r;ZxkS!3i=LdB6;_V|nQF`UonUGi4W1Q25=<h+%4Tg~H`jP)n_iF!WQ%vUn@p^-
z(L3Ap0?N*O3J&^0;TW>NZQ7f>QTNGd(?@4p>9E-&$w?E>GdM<1&Q66t;5C_58o^}O
znFvM>NJchEMw%oe2hg*dk$pUhWMqS6WbT|r%J*CvrG6(FS?|@kBN^GiC6bYSoRM(F
z>}JHm?*t<jGYy&5m8_SPnCC8sH+*;4^nzOYNl7R6<w}UAv*#@$31)XT*kaL%^xx2d
z%`}o>mZ{;@Q~R0auDrH1mtddgb(m`wyK;_M?8-V_K~8@Ri0Kk*7U>d++St+iV`w)y
z{WuIsjuS^GC%F!n4FY8`7e}eTHS>J2MSGQM>C&21yORqfIsFg_ZfWaKBJ-t*-wAe_
zBs<Y&kuY86FQw()vl-`RXvH4#A0A4~Z?<`*!3IyGl4>FJc4ZEEw~Z3F9(Iu<ZItY<
zveK<pBgsWc%LPfxIZ2C7U(j+)((<OHWrw8Y7>0M#a)d*XwConN(D$nsm<@_xh0vUO
zCu_V8oo&0kdjA&8>~5Qbz$Tc9KqJXaB)=2PL@FY0c1dQ67S!rDLq6%F3l#eDvlKFU
zFj{vy!Is9O3(^~OyPaD*df^ZlA+*y*B-_2(>TpHo&54D%FdY@LU^2~FlnVKHZ7VCC
zwxB3i5t);wh|KAwh|I}F2yTjob2yTs6dc9Ox%u0@U~b^zD0Q`mBYPjO;tECVZYf+M
z(`UFMNZO7PNzx8}CrH{MN$R8U^l`O3p9k=+n+&2Ux@KCx^a}jZGk4AF|6JSLkJT-Q
zRx$U_#N4ma{q+;!2QDGsE37IMQb?eMR$)zjj{#rkPdZyzeos7X;wbK2Ni_CF6I`V;
zmd__C7EyaWEz;}}VFo>E<qHGIm^LdMbX$?D!b6H(2TPFrp(I(8Bp;F_e~9SaB%k9m
zktDyZhy$1F^_OZvdEO#ee$K)VKWzV3o<2<Lm#&g0=7koY6LX_Q9AaPLW={2-(sX51
z)9NS5ehWV?$N4_9)S`;tad{72w>pySvG8MF4|Y5Ux{~AQ-a(w?q(vO{jv*&_)H{#A
znleePg%15Z#=eS&>y~H4d_dd$NazZCXmCR^UI#WjjQ;qk8+Os`#$>V`6@p0&{i<Ot
z`QKj&>qi0WM*%CFgjm_fPlJ<mvT{TaL|Zpz0hUfvf5gLXWPt~e2?3#%0Q4gVMDSNc
z1s>>wUKv2&UOOFs3uyn;L0j2)oIGyjjK%-IjOAHbeKm<7_!l|LCPi)FiY2&00j{DW
za0-G$D-I5=X-Gp7<k19r46lEs(@CQhSF(?Jja4K-9<5scFjwP`FQaj&F$tLzN9XJl
zMzR&>jSr6G6)x%tt7-j)DdaTwkfEI99(XQ@rzh6uPmo3a%gWM|Ni?}GQC<@$zvL*P
zmgX}Lfi}c=#mcrhp%=Mil`&3QJu#Bm_-aVT&Hmn2CvCmlMX}m^W6^_~PC|?rtoyt(
ziMB}xRvULfR$JIbJ7UKCy_ZfhZN9ZEdc_!YCVRzLekXdxSetx$vTp7MP$XSr%Pin=
zWy{>*yD`@<T}<O&8wJk@P2MiOnrf9zw#$pJmB30=$RaP;#A&yV?%Mh&c4{u#B1ELl
zCJ(kcb5YtgHqk!|Y~lgo37WlaLPQP1aaVQ~hbAj~hK*OY({*;+DlmV_<x%QYf$S4w
zu(1@M+uMV8l+2mipFiCMpz38C`|K1XuwXl}(wdzU;SN2!bE^4{baan95}TF%rVL5Y
z<{O0Hm;_(ZhF#w(7P|;(wu{4In-=$Mu#1HHN=!1Q>&}v09Q_i^8Xs3*a#wNm?w<_g
zGGD>&p(RCL4esWm&@j%z+mGn>H!73?GGL}IAny_%*?fA|XpD||n#+})xGLDQ=*Tx;
zBt>Y}u4!GsnfW!X0t$O0Nr9c+O(MfctzD+}BD?5U3+$p_EyrI?nQ(zt9EfrA!@C1o
zi2^LJivld5yZ60<u0)y5kgQBc72dE8?4L{y|4K;B0#b7uq;qYM&PzyVB%~`HK;k_C
ztpucI38|TWb|9DF4_^7dcSGX*Q(pN~?6RnG?V_lL+u8Ogn2fJ<^54o-LLF_C%F;ic
zLb6C72diI9oREqdPL`boHdgmXh$X!of~bKG_IfJmM=sb{$a(CfZ3$pUU`Y<y2;v<w
zWT?X(lGibOM7K3(+Gg<FlUsfjZEem9FGCEnip%+(sN!-5%Rd5BT`La70ldh8h=Wf(
zhbyair>=^_7SPs14!ZB{5wKop^Gfz=tJEPYdD7uouumv_a@a}UaENN&L7nf+f>R#x
zdqPZhICw>;T0JpUN@KNW$VLaRXQ-zKwMeoUb@3p*5tZEaOu2!q=OqsLYGh{1a`SyI
zj#B@DVfx_P3<GKCXbNU&c-O(xUj;MGK9Z>zgV5B8li-Pe`bZ&(5Axf4?x1_W#E%J*
zdk_A_y(fw`y;}`g=rYATkh_dh`%^gHo6bF&7BUzGzI)jndhlpxf`%g1VuE<~<4>^}
zMx#{>tD8y85J3x%9nx)r9Rg7$5W4wzF#EX_?B<fd64T7}>L5Dnz0EL?{`6i3JWf-O
zXV`pRnhFTC{`eM*QgtGZXETJ$(9^*RMilk}!UgnhKP%jIojEZO0Gdwqx83Dr%OnGu
zb1KEY#4Dhf$IanJ^>Lgrt$(!}JnlMt>L<{@a;(RU%0A!4RsMde(Qm|+eSV!K+?TEL
zU^n}&i&rKGJZLQGT7gCXV2E*Cy}t-F_(^H+FG5|n{yvfDd|eIo#2I|MtK$0@#Sy1{
zA4HY=w`eDW&zo-{cJ2A+S|gsebT8`{uoHP;psoM&{R2lrU5!6K5A=&4x*Se{exPiK
zd<b7_;XkbaU^RjEIV?P~Ml)Eotp*q!(6NGs3a3pSkFjAvVA0GWaL4dV3j4z$Q_sy)
z;cjlUzjTE}i{Bf3j?Jtciiali1IE7V1HFto!b`e(oJRM9{|wNjx_1z3-~Cp<bA+fl
z_WZ*ja=oAS<N(Olr-au~+dK%S{R*!wZC)dWKmrV6Lx(^W3}gp~z&vsyK#Ld(`6gJ)
z%5qV>hF#BvVff2A5?0AyQ7m}}bYfRVLI}#g90_Go9>K~-!C(~a9R-E3MzfBFApa%P
zkhkQ(4i_Ux+cE)mf{wCvQ69>MO@dr2?Cv1z6jm?`Oj_1c5O4Y=g-#`KSnqy{)8qbZ
zDZHj9)@QKzX}G2MuXE!faERA1tlL8P&~IGB@%s<T%)ZOu>ker!FdTA-*IKMK4~*K)
z<uJ|wTYV<Z?yZ7lJn%K0SVQrB18n!z3}H~q)~tow9g7`W-*wPz)Vo0&Jnv4_(l){0
z2rlUM1JIY{ZiZA`=$g%N9!1$(pa6eu+X9nxwhV2TYP(*8abTE;XKeb-!miBmI`q=5
zYGrp1?E_zjqk-t~{%$BR@W&4pyBor_`EP(R0JiweBx)aQhlvc4<!WR<Y;A)#6S4gJ
z0GyG?(%BEc7hsd$!o!K56D{E&Oz?r%)Z7kU=Xejiqs<cDq850Ptg*5s8g$jZZGl+-
z%w|1LLJ&LsDTHX3kHTC23K}ZhGU$rFCBYrZr|2I^ltsVzj4XQZ2FGT80F&L@Z9dzM
zCn@?#uz?mFeb_W55nW;VMxTLbliv=Yef|-=NBqPL#i81yOOP3;TSol&x`3r#gPR>n
z?Haywy={b7eU?X9to;k7>&zQ4PI<uCl-qDlUxBlFxEau5zJVqB3iKI#?Ji99@8R03
z_aVSv%upPpP523B>Vs|R=?V7Mzo5);IG)_bZ7A_~Vi$Tya}d%efZZJJeV>RtXst&4
zxJAc@`EG*@g^}6-8(F81klfo7;f$Ts>!;&0I68!UXVAZ%<CM3ClW#ke2C<fSaA@ng
zlAnyAe{MsB=`mzn2jav;(ypBjPw~Jzn?xSd!}A#o>qTNa*z@{i5R3M=Oww$?LSusn
z!?Np}MN<7b9}}APN62UTZ8f>CC;qJ=q(t$bYr_~4BwK3SXmZ+bT*L8<K-k<a^R(je
z<l7F!KTah}^$S#&?m@6{di&M$8C0Gm4G*;3Fyj|2lV%aKq1~xTyF8opGPf7*DkEz_
z*AJe^aHI3-2dgt=KR7a<;2|K1q-(D}O}6TZ^%`meE6HH}!ukx>RFmf(IC$q-LM(8$
zJ-4i$v>5!v48@sR&lThd(M{pQ{vAxgFhEX0ec3&Qv8%~MOKfaOO-*HWR^Pt0wY900
zi)u<L=BHLXGq3NQ;%EC-7FSlY!|TbYF41nSnu?0@>eSNWnz>wyIX95YLAK(jXBW>Y
zD1EwcUUBvMRm`-Jj9^b}Bww48ALdUw4ekF^32iY1GqQ=qEiL5V@cI8wP-pXRto+Nh
z8i-%`RQ^>~E#(*fX;F>Ck2Wg*Xr?yt3;$T8M&cWJm46vgckm1U7@+pT4Nv9oywyYe
j!e7j)Pw;mL{5_7km_JnU$4K=@{&@6rkhXIZDI)&|6^P>k

diff --git a/docs/build/doctrees/grid.doctree b/docs/build/doctrees/grid.doctree
index bd235ae7f19a78e2cc58a459193b940a505c0302..5efe0b61a382be48828080236b051a6b286fe504 100644
GIT binary patch
literal 80297
zcmeHw36vy9dFEW*Gu?BKq(RV(lo}AzExM~MB#<<k5keygiGdkuG=Pi{rR=KguF9#4
z%B=2bvlwCEA&Hc|paOGxy}QQjVpitdwRy0%*UuOhjGyi2#bCVH!uA^Tz$@DrUyJwq
z<I0GvJSwxR8^$&d^;Bj?{1NeA@y8#3{PEz}+c$68yovr7?Daaedh2}2u2x&^s^j&8
z9o2TF*K}Hb|FQne>-(?mPX`lSd&O(_x)rA%Y(j}jt=_11omT(;ez1p%`}Kxb67{!x
zPQ|acTdI0(tTtZTet&<uHW7^Zb-&?gpMs~{)$a5fHr22y4cqgqX1m%$8LEOB+s-=Y
zsVm6^-_&QlL^Br!;~g9Q^82;@!9-aNq_#B}7yUmKY-`k8PXAPI!44*E-|yBJdOpTY
z<J?-WdNii(tRr}d-(xMi$$#yr_B!Fif?YY+brz{iFWBzeOZ2H<+gqEe?W#S!wzYOB
z_~H3lyXnkV?d5uPzSC{HK#VuPP;c4Y)pDiWZMS{#ROzhxwRWpqb(YolIsR@QqwwZ=
z@8_4g^=hf>VSJaJ+|pa9Z3@Qft*UcgLny~}?Q)E#b_Fo_4E%Q`{yT#IW@v0cPq)rS
zG#zZ~*!6Bd5GcRV;(ZgnDRHt=oBiN&PL;XD61DMDe&6oZo?V;MQ1EUY1*Oia(^{Ti
zcDf#@?ag0Px}kK#JYIS87&r$l+UB1c^@Vwk1w7Atb>Erm0PXgYBhe^|&$F&_^mJB_
z63Q^h){@m;Odb<(xEVN{2qwTZ_EOjG)HFN>*Sv)Bp;c+Oe7oKvXnxJHG<GG-2%c>(
z5OGVKX%7~w8}ji9VDJT;iB8onBUVkMCn5a#;I$ugL`$9k!f)nUr8X8Ezr*P|mfdJD
z%r5p?OmWzay1z=4vvp*13|n>2syd61;HpCQ8li+}KZ8!*l?&~)(_o^lv15DT+0(b4
zKFS8>*~?DZYuO#I*7iNiZdEPg)vN`jMI~1)yW;nNk5#K$_xw8W@qEcrBZC)?_W^YL
zRr$v|rj2(Z*vrUKC;eS+pwpTN2~{)^TpTG=h9oz&g7@CAb<?J^ws+1uIyq-?#9>0R
zOpfr|){%B=4x;EEu{_5I)|S{r<)v5ZI)1O)Vw9k|b-Piv7kaI#-Ksd{n(ftwukN+|
zcBfz^Le9`FwR)9?V|U9<Oo;jVXw=NrCZA&%5r^)l)AF3=Lc=j@L1lXNs?)W+PS>%k
zQgupldR7~A045!9{bIf0cqP@IzuIAvV0F6nW!uMhp%g+IFV@d9T2|WKE_ALX6a&@t
zti^VheFVeVy@qcs+l?MxLz$57Uhtf9yF;uRg7abioa5StP~KwV*{W9@YsFr*z;nG;
zqit8&>#oy8&w1-T&u=%&jrP(KhF7k)7TXr4t1hN?Yq8sIT1}M2?`e{D_5u=pZYCUP
z*sR`|)&jNaR4tlh$`zPq^VX8na=NyUA!;p@CYgpH<7%7lbak-`#<@&M6(S!)4e%O>
z^6Ky!V5N45X}pV3&0|yNWGLC1JS)N9xzKAg96w$$P?sl&L!;^-cusy5z{jYjmfG8y
z`FJpRUJ9ru9(<?JCr>>1E>olQLma&wgZ;_jafHd3;b;e{J(e|dzZHdk9Eg0Ini7wt
z^fyzHMUn6!frPaI4N>tSbocT6sF*;t59UWj8W-rO(3El%0lz8`Py|#s>|aIye=Yy8
zCsFNJ)_vG)&Sk?4ng1)rhRr~Q!~P2T|JD4%-id0zmw(vT4afM#^hT3+l;lr}u@{CH
zBH&4k<gfB0U>B<W#l|2YhWPFdtnAl-1Ct3jv?+IzfU;HXkP8x~19#V^+;P;*kBqB_
z;|9%SiSU7Yd5DGrz!Vd3I8*Kwg%Gd@2sl&-0oM$N0K@)@qTqQU3JQS>k-#8Lxz`s$
z0$d{QwS|x%WH`4u8AZfPLPQh>86ty0n{rPVLdHHI<76RZh;>o2g&ZAqH5_$z-EerU
z+LXIkXn6ZEyoEx;dogGD(OCCURJ<lc#c10J(Z-sXa$j2rZ3lq1)k0|VIodXM6%$48
z+d}kyfBF-Wfpuld?H3}$MIgh!EkuU92gopzRh{N5yKB@fa3UTIMh`fo#(yC)Ou0W-
zh#FXBx*r&x8cw2*G#Ka0(0;Iau1^lrKwG0doMoK68Ri@oyUE}Q;;XflaVraA0}#a?
z0k@_?GT-|?446~;9_$@R$3@e@_CVEx=fU=^700T<qbU8LR-OB{rknNi_127VNRvkq
z+d1_mcuL8OvEW!e4?k`AAFWQi>)UX;wow-zlP2GNndXbCvf7{!j(YCgAkT_(-fngp
zPHDzEdxv9HdT_wBe9;VfW?A>RA5-{s>n+bGKO5X3Yy`6wc3XHkly9}+#B0FMf}c*s
z@jQ4>O4iE(8h)6n0}l_mfB>**t<?RRbu)nZ^$LeIYoSLsvz;3Lg2vOd&pB4zw;bE6
z!^K4I8&5!(uK9k)J32oPmsErADwHbi=Dh6U90N56f6W|kW=`~ZuIe;b;f-CaJJtCa
zCN|TxgZIAtUn#X-lnT8s|BB`HlZQU^>z5;%nOt(%)x@?8gjVzD1-FevdgPolB4}!&
zfx~gi{o}}3k~htQag4Fot@qtOMIGpG_X(=Y(E)ed!C>=D$b<9{gR1liLAn7CN?i}I
zCF$kMwMRSd!NH9E@Svn^Jx=qja;W~K4cVD~@QkEy8l-;gzO9&+HU---hg38^;60zl
z#`7NfQl<&U#`cQAD;I|yoxbX-b1T@V@uc2F!~v^lx1jvlyrV%6o^#)^XZYCfKWZIe
z13YrmtaVH_RQ9m>>m0RI5$niJH(^(sg%%tP##oJzY>X$Kw#D>Y=pE<q^yW8Pl0osy
zWUgmM0GZ4cY+mWx`Zhc9)M2VJ<x&^Y%!gp&e6w+sjSZm{*f8;&?y^I6ihC)CaItDT
zc>fRXe!9U_v}p}o@8YyZYzYNN$aoU${6002H6;a7N|=<nNnt0>H8maV1dq-Et*i^d
zZt4-^6!z@sM00NdDEBD-5b}=^+$lFizI!9R5hI&mBa04eGUR+Y4*iwc@w*6IqEBr)
z*g+lVz1~5sWp(&eYKIT74pXE9%o?Z5+<Y2Ac1S_x{g(2r%Im~4%aStK&w!)9*k0pX
zRC@U>S6wBsK|f6_v{JDUY;F$<R)Y_;hJP5BF`AMpDo5!t&XtdBT|SyUcwI&hT7x}!
zt=@y=iNIv2MP6xvb=%Y*$z1pVuN23H!9^l=3ktKeTz6Jzm#`n~l|Rccyld^QMv1I>
zho*iX+S>8^!4+j5@sk{BgV-pPM{tmP2AyPcDgtl%!8R5#L?ZN_Xy>_vh6r<aqJ&K`
zN(jCJ0sFxuF+JbX?Hj@wjElIi;L;@Bfe!IGpf(=tSj5gFV+Ynd>dgV_%^@MhCpSa3
z_tG0kpr)%R+DDIl3xn6x_R76qMzq2$w&!?9t)qxGVr?FM;78-S)ltE1Wl#y;TH1Rq
z*)6-ViiM2!>w(#Vuqt+?=9Jjq!Z50~Z{K;k#Q!M{1zWi+nvOz2)V_U*B3TAs7jA{^
zhl_3ZlK!wZh$1Wi5qK<cz~i8!Z`afYi6;X~KMF&-<E|4W{8zX>w7*S+F3BH-A-$yS
zl&kgfJw8y@YL}n$Lswr{ig{NUKAA)mTM@F-z?;Ibb=O8oe|Uh+6<FT~+l7dS^Hul?
zy5mzqchn9kV|iD{X;H9C`8@QZrgnoDjZRJQsca(HjvzVAv<<Bp_jA-GikdwbOehr-
zcApu<zY*!SIS(Nsl=VH>(pe>Abd@_rOifI>^z#H}%KdfxljiMGlY;v}lw?cGYP*SO
z%D(%1^kO?rI0)QPnmgEuH_rJ^qh6`|{fAirtRGtVIRRBGrU3WjR2kjlx>rm<`s{Ul
zP0E-V-@k@75LkJ^SlnzzBd)}3b}-m7tF2(zQw-0#pFwfCC=G5Y#-;iM#JJP_f(F(7
z4xy1V<rpg(VaV^&_hc*B{Sv+p%Z`7AvIW_3Gv@R>?C5?2Z81J{|D1l23FLkge}d-@
z&w3i_G?sI}1uztxEGU*v&)$Mb#aoL}(KG>K==d}sNYHVd7mg6}=~Q4uguE263KH^J
zBO~N>!xPfL-pEK<ElA2(gDc4niy`&%LsB1%x85S8f58Yzf4n&9PmYZAFV8{xJlGx?
zYur_gHFSH~G@fJFpc=BlF1=!e_=_VX{z7r$cSc716T=f<M~i{akr8@f4TO%aUJ}+c
zF{FPuB>g39j8RY#9(c<LdEm{(dEo6M<AImv<bf!D;!!;^uDGK(SD35N7}`G`(tZcg
zo_Uo_kJ*PuNbV06C-)~uM(!K)k=wxG$cTDVF``O`Kny8=CnV)o6pIM$?~ag)zg3)y
zUmF<}uO6O?0%;?oT|t4AKA6xM6GO$n4XL<8R)~=D??*_=zbQ`2ZQDk*h{_?55+w?U
zBO~goiV0+l4=mO%7DMVoK%iJ;T@(W*LiNk3^oUkmQ-D=)#WgcBs^2}l0LNe_4#^|q
zg;x~gg#nLcY2Xd_IGRqATS7kAKTsjU1-Fin3vMpX1*b;F1uq$%3kGmAh~8Wr;Ql4K
zUbu5N>R2hb<kFqXF`j0V?u#Macj*-)B(IH-<kjLN?~aV*IhI^HS`2)q5<1*+j3z{Y
zH=7R7>rS^{Bqre7f@;$*aKo*A>oh;@Z=K+&0T5Ctj<BmJ#_-%K#URpQ<z8pj>h}2Y
zQsjc5Xh+MQ4EF~q)YC(lq0{u(!~h@eMmDJod^aHGnsOgW<uQH3T43-3^OS2uE)<vL
zPLQ+rT6Si5dd8ZLQ(Clq(!ydy5G*3IW`-zTVxZ0VELZkg?mD@9&<p9o7r|NXMcTXI
zK*+Zo;<O0Ga!>2Uuyc;X&yw@RlVS?Cb@X^DM@+l-0iOFx{4w_J%@_y~qw+xoD)_kz
zBBDtWgQ9<2TSwd$fzQO~a}xm~o+Ctn`zgW&gZo|$?mC5P1pA`w&^Pz!Xmd}5ZG?Rs
z2-|o+`pm;N+{cOPKR-bAkKs*9q=x$ms>U`={ww|Z9RQ@JMT`c=3EKhrfM6Bi{TEO&
z!s}t=d~ov#c6^`C`HLV9b?#r+vP^Yb9zx%J7G{pX_^v~t@hYFl+5suKasP;VKjnT+
z3_^;nx$7FIOfN98V5Iu0B9%s#OHW{O#HP4aMhspVGhi9BVXq^l=3tOqAVlN;<!JnN
zUNpMjq8cnkiyPa!BmArd&Ke+J1x?je2i>gjV+S~)AY%`tVjQ}B*!S=8zW-y<z9Zd=
z-uH=M5(g0))%ctWh~FM#pS8FEF)iSes2Pot+j&N0NTHp0vHUdNsll*$;NTc=nz-zY
zFtd9xm7a3<(?5rVvO7t8)T%oR?ds}4cQp>$cB+kpUDPjgr*jW2$q*`b^Z_amw~U&n
zM)}?|2VxH7>ePWuYg^Cbh=f2(iE$8ffK+hxd?TuA8_!#*ndB%4zU}<`;HBucGan%7
zP#(A-Ss!^Q+!-;@v@UWhZpwXD#!#q*XA(S4)3nHDD!P{!-8BT%NnTXSsnnIJrn~#!
zFejiZa+XjmhI!hoIL(6y#^El)Q7V&?!MKb{X`v6ncF=%DrMPW+WWl%E^Y&JoCtZ7(
z2DqC#K+-V9jWZbzv<9Q{xz2LCvFzlwDz6&Gs^qZOY*t>R*%7k4Oh%_oyK-E%$Hh=S
znt~V*<r6hZF3a*E1uFQ^g<)Ar1dYnH3^Cxon~<?#rse(tmPocO!%hy^mTy3(M`~Ms
z1OQ1=g>A`^!VH!-31-Q(Er0AbBu!k!xyd@tJ4%~C9?o2;wHr98DSQIAQ}U-84p8B!
zBVvTB7V=t>O$w_A3Eh^w*-4z=<PHJLX4#!sYN=`X1QzUt#_Ej48G=;`4OeBI{vdQk
zNw51$guyBI(*luFXJ^~D7n*P~e)**07tK7WoF!_r6n-t(k9C%mOr@qHn-YifLrZd&
z5mw(+pQPmqVj`6nsp~YHWgDC(c}5X`L)r?d`$bOOFXW}J`+2Hy*~x8SjSy$<PP~n*
z-`ssM?=I2a1%@G-ZJhogwVXJWBp9cEK$Q*&bxFpld!^O|u@nzofyE8d?@~j_2I=3W
zc0P|m`W-+@v-ZqIzY&<bbv(a8`ip2T(;yX0u^mkDq!?&g7ooD@n4NOJoiP+r?ZO}>
zI!5ijD9MFE`W03*oBg))wUP44s%Ir7Y)y0(kd~Y6j!>oH+3so^+J$FG#atwm2Cb}V
zdQtJ-a#q4hTd9o#HP!Hf0+m6v8}lH9(fNAR$lwP_XF^;qI-5&@C`*WihtyPZ5=*Zn
z79P@sP;|_-@Nhk_q3d8cu1~)f=~qwvTE?&ST4WsKW(JPU(dpvcYmL}gi-^CwWHhnn
zCC9M=`%-qE`L4^oPPt-c<z&f4kDu-KoLHat?nwW*Vvf93g23ebbs$i(oab7pyhecv
zK6W9kR0PtIf_%UiemI*D+>f)Qd2)kcYfZa9s#iOd+L-iXWt1|h`wm4CzA7=zSoaY$
zKXA%h90h$Fs={t)>OI_iT=oLL%$9y8y`|N-mc+4F-V)qr<MkFxWv`v$-A24F8|4pX
zyB|+&mrh5s<8Nh_H`hG(isPoe4rPuhdriCRzq;3^wE0XueUzY1xx8n|YSY{a5yxSF
zoFUG{w637dN@DvYlpXg`YJ0=hxR)mBpyZ`)*w=xj?lSs5(xvWK37O$im*a*lUCtAl
zU>9dDbzgM5$hb@^7q($-@hL*=PA4pDWfmfRVIvuFlpqy5yMIn2nsWb43{1}2$(+Ou
z%0m~bwq<1e6GcXC1^RNVK&^Jq?;y33$aGDF!!d3Tds~$J+^Nn|9%~kJVBt(Zav~`&
z2G*ua^<@WMipWY;nUCuRKP2YgabkWqFEQP}p&ERHC&W#$mFDDKGC6{>_Vrh)v&<0K
zxt+_?P;4hRL3U83LqcU`uQOkfI>RC4pxtiFSaWmMN)1kJN_RzjpKKSj*HPXC(<TxL
z*O_RtG%n&CX&HyK+pQ&SA126{I>kCRqm+rY!@00#QRyl7>G+4AfwQI~(<pt?%`tO>
zXrC6dN4SdHB6=P{5G!&j6KUZ3NCT#J(O2Zzhh?v2<1iuUGhND>{1#NzHi<-<gRE_$
zKZa}!tjgISX^s%vL_&aQmr)^F&wj+XJ&I=pCyiN8JouP)#x$wia|$r0Vw#{xZ7~v^
zFOqE%J}FGOPt70>VN7@#NQ#GCeU7oB*<Oa6POfEu)rXhNQ`Bv-1M5+x;g!$U7qnKH
zmM~@NAjuRRcSOPq?1^FVSVF-#$$FI9<C4W-DWWn?`H9pa=z_H!d#}`>xn)NK6Nk{>
z0#Ip=gA}=X7piJ<wT-n?M64!5T<CF#LbzxT_RV6zX+4$9_{NM8Y0OAe9WgU17nh)(
zdNwKe%VI#eX24HVrQw<Iq*G@T8@FO8!6c$}>=lvptXvUR4@(8Pg4~!6qC;6BX5*;L
z5mvR0rHUBNNMS0J1S16te)+9D=w%MHFEUn0*9Ag_5gBrEO{xNQg#%3*V3H%!D+vdh
zT$m`XDBwW*2MmWh(EgErF$Ws^wVn>NYn=0SKeyj(m^jfAK~8j+1s}XXyhUsfY-OGq
zq<Xu)tR}S53A^JI)-#KsS>%OXa+n)$)>>@zyqfrpG_93$eiumrkKb-Lym%+yHjYeT
z;;{!Mv}`6ixFc;c&E?WNpg>)KL^7gUpIe9kd{yBZ-n|J0NqjY&c-!c!)Xe<Bq|Tf|
zX>OO?465dE$=#UVQkqLnwDd99+j4(12sa5~EXPHk-I?CrF9De0Y|Qq*@opq*UDK5&
z{BKusEEzQ0rOR9#*|v)Ul5*<VB;G>$5Yzmruj1Vr)}Pu*Zz+v<q9v1fS$@<XO>eIN
z@pv~zK)lINMaGeCjD41b6Hg}DelmS<X=HmWAKBiY-clObL`(U|_ObN#3XqL=V+3T|
z7oE-Gh&LG)k`&ZmnPmJz`e4(@_}P49{7QODX=D^F8Dtz|v$-6gcrwTKXXz~#ASCZd
zAwmvYNo-z(R)YIX8peigUhIunS;>1AVHXGXEOw#GBi*yuJAr8$t9cQg$5FzZ-FpR*
zWA`jV|M$HUNZx%LtVZS2J}R>Q!?g{kHragq#>AKlWlNK1a2)_HT*alLp5<cy7*TmE
zxC<D0Y}sv+IFrZh@#z`1ArjstD(|0U;K_`cous=BV2Hwx-bSn-10^O(Yr4KDEm^uL
zf##Q495&#$REifflXO`m8m{50Sac&4c2-?`jDx^UVCl5Kcjsu3f}0Wld7wq<5BCrl
z4h!rl`e)ckF?K|B50h5LnwN^o8QvTjo-R2Vi(Do0rq)OcPv=o0&q0%Xk$VmOVvAh%
zD|wOY@*ZPFT`c!JKjU~4@-fo3FT{jh1p-MJW)&NrcD!b&xOB6T#N{tnNZIEe|F@y+
z%mLuISD9RW2-Xx!N$j3cu!vZ4;^O5-uj-ULVfJ1biYdy=5`1L1%w6V<P5Q1MTTUud
za~d7OviOc{!APuMw!KQd&KJ0|*k!FEJMr;rW8+!&MhGQm(1G_#7T5y##i@djYXN+R
z0u_AXLh(`<tPvO0@;@$ob`iFuvB=vO9hN9$tj~99g(N!}?@U&zDEjAKt(Q?X$7=o6
z=`E$1oT4Se<jf45d0l#Y1q@E!4RaRIw*zBW>-TXi8HC)WE3Y^rZWje40oAifymzJ#
zF>Srj=iM51wf?i|Eu|4pv}6)b9S}@#wR}9iy#mDJ-53G!pwZLknmB?^rBsqcPAy{+
z{x{OmlScT@<s<y>r?-?wc+rwc_$)WgH`3cHKzQDb5fJ_|NyB&(B981&O{^k`o>Iaj
z`IgBv<2N<Z@q775zAwF{G?I&!@{#<q^!5snoOfdcBtJYrzX7W-j_ik0t4Y#llrqVG
zT{@D|B>oyy%`s2kmflht`9(|l$bV0Idj-hPyD<Xt4@$gY@W+vUP@ZKKN%oWyCdnJ=
zh)E-PEg#8$B)z3Hl8ct|k^G_b_6m@kcVh%3KQOq4izD+cy_lq|`O+ljzfT`>8ZqCO
zkC;E7-clMdMN0-Thj8tFI=#gL<m4S00XcWb<#!wr5spu5b4fn=XcF#!r4KHRaKD|8
zaDSZMQX1hzO9tUKUn>WOU*?$pGQFh&1mhhjM6h8i3158Zuy9{Nw&I5Q;-8l6o=SGh
zhrJze%b!5+N9vY;>Q2Kg&#}XNpSKC4I@T>e9s1>itHYxNbZ;^DPVpcv=}RO}xoy4Z
zp3|pTV6x<~0yPy+x<}A+_;;_QfAaWuFI<-uBg<hiUO0Q3G716yJqmp3%IDxO&f4BN
z@95;5#S<UhUO!JHSn1+6Aq37*f&zM`I6Holy-hbVuhi<5nk90aBbZLSaQun_L}7Xk
zc2E`@_6m|7;DWAtg{46#;Ru2P@6q7{-|93xRT1Y{J>*{MT6V?nv7H#U3Db3&?PYnm
zm1kHuB91tqf8?t@!eP;tNdx&6(Sb<||AWJ-OI@Tx_oYd$sB7mH0>(K4B%{g4kb91E
z?zu4+_pHFNe+|{R>?9p;z79V@hKFRUf((zE&(pQH$rr)xqag<$mO82K-c5btp--b~
zA;c5|KIPt%3saP8Q(%g+1Ds}<N{v~py%ptN%rP1w?0FnvdD$+CpjwEa>otgM*K1f-
z4yQwxftzyOq9~y#{KcXuS>OX0tw6<yQ;K?dVDw#x>A<um&v%c!MX4HIniujD55CjX
zP~f5g9i=hLBg7?B?nAklC8BBG$e3k7(<luP>^ATx#};`T%Jh49pWc<LPnt}V_In5G
zQ@TvQ8RdB2lMObChJSUaE(rANhXCC`xz`R+E>tVYU2uO5yXfv`@P|4Rgq<PXb>|R`
z&^Y;QklaYjIIkT7G>ucv`7+{q0}j6Z0lGG{StZY&e1$3<5+-)i!MEh;QOutqSO17~
ziN);D#+{2pwomS6XO>M&rO9c}(auEj^9FJIzjEXC3Iv*~**n$OF6Q6VGD-m1hV0+w
zLa{g{_t%VNumQ4V;FKJF(n)5X=o#je+^$`KAVR2PPRZ?|&xxkCewZiwl-wj>rA1Yw
zoaVU{RkhPRL!Oem0@%qsB_~Xl3CNs6^uQ^(D4vr}$;FgAt4_&{l2sL31?vM}U_&Q;
zx|*YWK2I`6O`je}H-DQmv@-byl)$P~0s}iJ=_-Jy(TOI|kw9q1=2xV9EF23KW*rL(
z5vj%UBJiU`)2^Wd1|6|7Bt%ZSDJ2x4nEbyeRh;xaVv3s+@_##%n^^g$PdbhA%m1qg
zLbCin5NW_9Za(>cB^!qcK_7C8{JW^SzVg2de5nvUApcQ3C&_<IxtGSs{|NY0@l~)+
z4G4Vb+?A~XPGpdn45Fblz@q~iK;KZys|DbEVCI3;1d{?7Y=_0R#S8>t7swK2y}4M+
zAY)ff$W%rtMMb6^-kU0Hx~OQ{;hhZSvD$$?>GaF59X?DDlC{G}BMq3coliSF&c<Ov
z(1)C&9X^Gs>#H61LK+mJ2ed;J&q>-LrkpdBc33n2Dn1J~s6l}*o%^!2$J;YlU=7+s
zZmt&99Hc0^P1~=xTa)$zoB@VD(JTwDO^~3aESrqg9)lKxES_vrs1k~rOly2QRS0zv
z(zM2(GgQZF4f>?hEx*>-vO864Y@^R3T2pKStb%KbJ*c|ATH^quKp}cSYeey!q%~s7
z)pKc$HSw<EwO|7q6?oH`BwKs@pAl(~drRaL3ggH%m2nHw$lxxWFe^`697jQN9-g02
z?4;axgo4n^*l0O&zrG6tM+Eja@TN3*=OR-f(TayDwRD+E(OnLQ@24Xrh*0Obg@qH6
z!C0xosKFH{6-*9Jb@EuG15r3P(d8U0O?Aoj+O3jxnjGvab>xe(d8Y&*uior6n4&8m
z!yuez`}L+1scosoyAFy}na+x=nv7UtVM7@26lXClc5|vyNYG-(nDobLG5VzQPkt?S
zmLMeCJ}-+jU|KHuY@ai193}*P$SJnZ1E{*bTI>=?qeAq67K`FJNsA4ZyZ4!pv*9HQ
zK6oip@V@7iswW<NuOU}YJovuCk`)IlA|E4`E+r}VUYZMK|I(BY=TlwkvuBMPGDL4^
zoAV5mGgHjdr#oaO+Ku~=c<p|c#SJF}^$7(keUY+S%tG~YwaqjzDSV|_Q9f3!stA9f
zn$)vm5~fbyma3g}-J%(VKhAIwt4`^Yj#yKjP7S7xl1PZlAN8{YjBC~%vRt@(#`^!C
zBJG*FQP-}SNu+*;jmiX|BOpb&eiT(T<vLsvsW`9mUXesfjh3)3(zFQ&^wXebLjr8N
zFGNVN<(2pK#n)sS?A21@f$`$-{`nB^TTvuzfua02hDLd|tN(MwasDL}=WB5FvoU5M
zdh`7u76LrPpc(QoFzZFdA!*i&DR*5_WuOE+C=4QIblDp6Eg7^NT0<`Av9MSt`(36S
zVTW4A7er?)VMXoH6)T7cV&-bK*F@gSR&~DJ4PSVZ)3<W({ZY$E6J)sW&1hSpcg&Xx
zwM-E9>@js+vg*)u=Oij6q_U(>Ym(c;1c2+y7`c6B1iaZ@T~%hwt;I%RLKsq4mQYpG
zm7|y2r-OSHmIov<isU4Tj4Aixk#eBorC_vh#prcL%9h>j8T1@lc3;9nppmVh<#UsU
zg+#M;;&8HRP0O7&b;Q{aQyEn)7+pRpbTZL=AeGm3PSr&7l?(~7W(|GPF>0DM`jm=s
z$4#j|0T7~zBH?7hy1N_!ZwgjE(d@EOm=N><r<gGhqUwl5lg3D>HEoy6!JG=q1ELv4
za*}AqlsnGZt|*%+<_XpaNQ_Tsm2Bbr;S7qI!j}#&Ko7o|y}d3I*-})_kXazV#EOnQ
zk?k+1vcAr^#7-iS?Wd_yRxnW*E3{jh(`=<BoKT<9?`g=nF!>U-pT02pa_YErk<MJ0
z{4PKh^j&`)RW*rT*M-S5z<R$WM$IjpxW$Pqq2kpHI_R1-VR7=0)I_3@^F7f43EtF$
zI@+_1oWBRGf_UGt*TDPejhq2w>kAb3TeL(AsUeY(t~w|(=ZhIbCK;3oWLeQvkgm9C
zi>r?Gq9TE8G@LQLl1LyckE1A+P#}Tq^FcA5Tjyr_#d7PgU&*<3_z9e~<kh*>Z7<w;
zYwm11Gd%jB(pkktwyjdnuQ$9>^yVc7Ix&Y%aDm(|E=Dn24%q|Ri7J6vq3loV%6?1$
z<w`_6DHDJhWUl}Z=#zL<job%#?kn-f(Pt<#U&kqYhDg0kfw~ZJZlr|WBCl+}{I&h*
z+7<AEJOlq-iT{q^zZu-leFNd;DE^S55C`l+1h_TA#fBZQ+ZSbr<YRSV9|w-r-Gx4n
z^jO{N0FcllvfXi<u=88@2v*5FR`-JNSRHQY2@}$Rv8_9AwOYOA0**kji(ueG#=Wu?
zcJB+%DA%Qo{W5xB1dx>ExQ|l*r`)%QVaRF66ds*lfCiRU?F`kpjN#xRg#+yvVfhpV
zRW#&C9C@h??TjKcQw|VApT6tPTW2Qkxa)*`8J1Pq;qkRB)C0Ts##7i>_jW>Dy@%uK
zT}5$4w~dFm8fu!9?1gDk38GmsI|bc`(O*7IeuRFpX_Ea)o+e#R-8H75JI3?*SDID2
z@htb0In-r^MiYrsC)W_!>F4zGy#{2VMI+aw?>5Rv`HZ|({KICc|C!1>xze_MMuECe
zF2{<Xi_Iz{n5{xYxW7j@*|6D4zgNy2o9VHkspCD|v<Uk;Fl+q^`aaTG>n{LMo3%J@
zn8yB9!8)0<)){@)s=-N*2p1V_V)3wgYq@T-aF<HE*<|N>A?%30W$!4m&N_d5b=F!r
z{v)#%&K@hpy&j;IthxV>MmXjEgBa-0^V)?fN{p<3tH`QN#4o?aK~7t2wy1z2%U<;9
z=(dQQE`gxarP7Q=TH3?LHO^+U)7%RV$VUgv9ZOsa3mp#Qghvxeb+>NtLt^gQ$A~#e
z|0D(%#u+ISRD<6$7mJ&}L8R7dy9aKiTlnnOs&%f_UTK9fpKywooRU0sf=w&%wSHNm
z$_DJsFCez7&B6n`N$g~qF<Ubf<VCRo@|s2#Wo7%m)9f(f;QTMb(s}49@6BSj-9$2B
zGW{l}7o3WXumOv%%E1bfj@Sbl|H@Jv6OphHjT;4d>=~0yw22H3yi-=qu7U-KqDln+
zr4B#jtfz6#y0j=~(b4Z%&RRSRf(QjENTM-_Wkas&t-4=_5Uw&w<g|qNv2@f-Ktb@X
zU`>#Bb+Ur+#0r$~5=9x}gCAPK8`WHhxoM8MXBEX99m<Qv+!=*A;$@P_mb0QuB+qNX
z1ZasR?T(0=inF0y+{VgjJwS&Tc^=2ewM8*P$CN^h#2gA9xg-CMJYAKJ{M)F~Az^7H
zoeB;e`QeQ!<_6pzifL&txJMtLJfLy=Z)IwTJAC49VzE;@ue*)MaTgt0O1z5hen2Yd
zG(Lx_nzMc@HIsD{-FGod4;)=($xz8y6T5F>=Ay$XKP(2C)<wQ5hvzC|DAa;*1`{2J
z+()`)2&lptEE!lDT;^gmGDpiq>(U%mY*oM+{8Q*7U*-Ng`o&hc>{s$CckRyLo5ayF
zXz_JSvL0z<&8ys>)|_k+*oXm0Pi#xc%y|iQoKBvYO-hiiAGb>?BhSCE@A6cQ;Q`(o
z>8Uh72i_}%%+}k#0A@(G8FQ_-KdwMsC^@GFP&T;YexoF3OnQYRVvU^OjF!{p4P=VX
zk~$_T8HvwR(=~{>B(;pmJin<Z&Q*o!6-~{z`*~E&k#O}7(pyT)`zKm5^8RHeM*n7d
zdj+!p@oprmdvl*bTx0g@97{%G^udIy2EWCTeelGctRl5UN(qzX+xDmFi&T<tLe(53
zKak#18p%aV`ABZ1w^xAVyc;7R`C+Mq)SNOfXT*^`;{djh_l!~|`EN)^Qd*|Z=jJ2-
z3)5RlBfn@VANgOJ-d+Ln^KOiQ{DTs2m;-U7ACzZVC0XKC36tclbi|~Q+|5Vwf0N!)
z8p%aV`AGgqdV2*(&bv{F<il1HJJ6xA<$i|dstxn$>svrk`zg_@ANF>@tN-)p{Ybs~
zA0eg-_o6v=nEUr5Vp7la>Yog~`s5(w!^BRra0qLMimmWKd}xO;53y9$Qr<=iQ%R`%
zOT@!d?x#~(IkK#z{pkzWL}#S@q!=$qxpOScS%xJI93s=%j-biAR6Zn0ApMoXFIyx1
zb{^zPH_&fVr9(nEliWbx&*X4CTZ3}A3t0}iSRI;{%S|I>J$03ke<ks)TqqXFp}v7i
z3Fl7elfJAqeQU!chueGr5QKLvCOO<z`kc7eqI=h}gEIe#jl*0#=^|^Y)nKCQELPi1
zyWZ-%yU`8Jzcyr0<}aeb0S_A+q~>A!JfV>94Jkwq#J5NBoD|<4Q!YpHwj8XgBsWiT
zxE%1IYolXHp1Gyh@lP`dOywvw)Yn<LFo7~xXWCxn>cB!kF66XK4MQc!p#3m8MTMIO
znB%ayiEm+YxXBGk4)^?2angl>I8@00ji{6$|MW>0&;0U#4?#$l|CdG@Fr_!2{NK&S
zVM5S{oFe~aR9#>BryV?n=mGhU;yFqFW6G^5cUv-_h6-Sv8W8x<xhq=(T%SSWp*6tz
zCWo_xUjfd=#Wv3#E9?TPE50wu;oh1mY`Umu+Tl@#^4Ozq^hu{*e(msnf{?5oJ`icZ
zl<j=l;Xkr*m=N?Kr)Y<dpz8W+haHdxh3En85XEznc8DogELU4@{tdOo1~n+~rE_1l
z_IM<N1=gTFq|+y_{gAj8o=mbVSgOg5Ob++;R3X$wNYff$W2lbR8uUr0TYjzaU4oFT
zHU2KrfGP9&w8nSXI7|rokW;kA){E9#YwUy+C`1ovjVPXzv_?$1!g<=bA14p*hMHpo
z8x?rdxiDLMd^Lj=Ozn{lkIv%$VfJc9#!!$GWXKqbFR-H7o|~O##Mux8^GVl@@lFwj
z`EE{tnRRp}O9UwaaTfPxs+8rs(L#8t^$NcsEm<W{k+>k9S5Q+zB``2%_g|UX{d_9n
zUcgF=kx5Yri>NvxLxK&Ga4iCPgqwi^dCrQ#rgf5-l}>fuoiP|{K?L#;HAl>Z+c^{R
zl<Ck<>e-~;qhdfZ*k>r_dxR<t&wR%Tp_Fs0yDGzQDf$)j^Q?t1TZG*s!gZ17P=vF3
znXbSR73z)}z#5^bVFzmj1j_zY9;7i|cn>46j@-BRZ`j2CXP)KLn1ZmJiz!m|qAQ}i
zq+41NJiU@Q>MOS;6wwPrcYPMa;n7{6qhBn#i~U;9=&lz=*M`y=mHQ~uF}}P^KmD83
zT4KCc@ZaZa?WQwdwU_JF`BG=qX)Vu-6|OgbP3eZx4fA;A%~ze}Io1Qw0sg5`Uzq2|
zk?}n5;V!wkj$JutFF6Qiuam%u;`8jZ@;p1OjG)bGyTapYDL&UIm~gB)d0=c;Zx2q!
z$V*w|2FFF(yWq;Z+8vR%w3GxZ{(#n{NyX*Nnp{AMJey{}4z5d{W^;v+eNBP-XF|Ub
zoZt#^;yy{}*|6Q-XAHqw$w!dGZVznxei_3U>9+5Vi=ogl>5C)C98GMm@T-EMVz+%Y
z=lUJ-yS}uZm5NQC9^q15t|)&4J4k{PCzQHU9UmDTKqYMMK@1a<<i+$);`Woi(BlTv
zA@}zg-!O#i7nL*YEE#<)@rU_IF`qfHWuLKqHk#z~(=7dB^Ar1(JU@vZuknoSokGLK
z>}%$prEbch%wyV1oTs>OWS_o0GAN8O&BSZ^rzPV->iV=IiUFCnzb%#fa%uY)C{V#K
zUr@7k4Ceb>FONXqhgfm%Ap~uhzK<~_;s$Ci6-n)i<GW$U2Q>aM3}mDl-vvNT<8wqY
z1$UERs#uM$-{pKmyvmo(O>tb29}}$ESUW8^PKyrsDjmND2uh~h^VHudcUg2>t{(Ii
z&A>v21@ZiI5E(`>Pf<*pkV_|UppQ=FwwutrI9$3?_iOxGZJh6G+UF>Lf2&^MHw!3|
z<gFIc;mw>5Z^}yt_l;D8$4Z1FDHfSz__Bm&$atr^%T)2Z^7K{ux86aO4hhwg6q_^}
z|JH}8sbv4wM^n3>&%gCJV5ONfrqVLPXg-Ci`Tbj6)EWq*iTbw$YtT0O2gP91I?2to
zDfa^zgCWHy{98oLAzc}dv7*^dR^`tUq*Ko(^L<?mXefmxnePv&((uf8n{rnf{;k8>
zY2m}O)?xk7IX#<aUJpwf=k9oDbgw~pJRLVA%vyM*!<6q#xOf|;Jq<?HRoupz2eHft
z_9UZh>Wm@zg$R&~Urb{^vbd10FRAw=FQiuzt}i)JD}E^8`nv2AxwN>PezBzm`<1-3
z;I_$HvfMp~aze~t(^U5Z#k+T`rh}Ar)tP>9WQfv~Y+}s|1wHQyb@ZyM&aK$pB~M0j
z8V3irvKG0DX1`4tzaB_UUTNmC^{-W+g8zJB*!m1L%=k8p`W+IXOs$yb^2~43Zd3Qv
zZMo_ysfp;PiRse{J)A#HVRqAwKb%BW7`w(<zj01;*`9nf+q^%$&9uWEyv<}Wk3G=#
zLe^1pWV%8zD~YoXA>X*SQ-3#XHMB=ta1$$-7KFC!341uO?3qW8N4o5J1EDZ<ba9L@
zBl>DW4xB=n%brKVWlx({GZgU|NyZVb`bySW%FKfQQ>hMukDYE8#yD4Nlxc$?@F>wq
zc)VpqIc3U0HJ`H9!T*k=b(NY^Ip<kzp8AMoaZyJ54^o$uh`4Vhj83^fArLF)wq*Y0
z=G&nQOTRJZ2^8~aD=?P@^MsZWPaT3F9!v0tT$ITbGiEwu;bGoTwqCZabIvM%1_Ob4
zJg4PPisV<G(^xD?*Q(T08`)$?=%40<{;9l#cHc)eE<3pmToQ}HCSg!FBtsPTI&{aJ
zSk)FspblIjaf4e8@%T8$<A;jkaeERTUxrLnEeGp=o&=QdWP_!kg>GbuiTF$euXAN&
z5u18G@;R}rRPwqhnS+XLgDds3Uf@H_e2Qb{lSMHzX<(+9Z$UreBvy9%E7e)%S@>d}
zp324D=c&>mF-<3V7IK_=x&!eG;@)~|niA=8qedOYgH_vWLZ#r~0y0Jk{$Mj2^0_hF
zyj)>-b}-3^T+=ui0+)iLzcSJBja=vuClvk!l@d-U&?nulHbRF$05Zro1^XJ<cJA7Z
zGV-9+Y_IP1AM4A#;NZG~2$6#=T;IgZri124QfEi^do*q&9%PtFE~>j{f-RlZ*sMX6
z(5>%&0v0wa?t>d(rMX+sA(mvw>o}GAV!hIT$o&Qixo<(Ep~HrZC>De?<tjQ21S3Yt
zloX5@EthN;a}#08eIf$`RE`b>eT|h%ITZ9v(<fm~>oWpkfD-wCk6BT&Mf9~v?dRsA
zwvdCXQ7J(V=u?Iqxc>wcD6Zcd8J_I+z<aabFN(C2%zDHZf=ge>`kh=<=Ti3)6pqVn
zmB6JhMsfG4_>;w)3V8#}8O2=^b4JT$GiNDd;3jjX!=sqduVyp5bWhO~GNgOzv#e;g
zJJax=i;2&8XR^v$FnFCMlj%>aB4S1#qDomapXO6%3C*Z4hT;#h)4u%&YDjq084$Dc
zKa<*d-J_nB_U)$uDa}=Fu7(X!cpOzVfBH~q-%RD~ev`C1&ud3m7SW=@+@{;b-zx^1
z)<t4diWYrW#!#pQ;Y}wx=3>88=9k`4xi*k1$n;9WJ1W=nime8{qg?5X^R>8{z|Zw?
zFrIzqffs*-fpPCB`?a3l(HmB5uY3-dbUW4DPSVmaPSOy5qOUag@P*-G)Q7?xTbbd0
zPtm+mVeR;^kIArroG0~Hrt0_yAyJY^O}&@P)%#rq>Vl<%;qfhYO-P6Zcj76~+8gG$
zyd;)IlKq!qM+f|uPlA#o^<P@R1nFB5sK*h*Tu^^4m?qYLsd=Sds=F_%4i-pFmQtN(
zc9u71fb%V`gG$yJc4ox0&USmqE4*lV?OA>ewbdq%!b;r>lRmE#bR}wTiCAIEouz+r
zh4B3q;fG%-G9xNyOnx$iPhu7`iDE=^3d#=QJAo$oOmZvzV*70DSMp5a@*WRNTe`=e
zSV7Epdoks6jJP+_PZF2dUWzmq=0!zpy1QF-@{H;v`xVp4+AgW+!bYZR$AYJXzVEq8
z19$PxHQUu*!@=|_?gr9}SgeR8irDhnAhJB*vZ-z51FFq}a9h%-6^wiBUbliXO|w*Y
zbAV+S{Om2iEZ(0AcF8xCh`xU+*a1g}kHa2bKiH3;bAD$Q(xSI~r&Wcpzszp*aKuA-
z4ECN1CYGEQ{0Z=iq5cH<A3fi0cJQ#1H&X`eb9kH-kG*aKPrLngrM!UPclwIv#?Y@W
z*5n5k+ikzq_8slx$<4uT&#Cyhv8Q~V?l<V;%^r$~@095Z1oGAZ<P?A7G#vJ(OtC#>
zhD&rAEs6?+fA(Tm*Xgvoez}1Z?~VS+Ex}~XZm7qxV83&|4qW-R-}7Xlv0$v~EcBKD
zZx1#=Tfh}cbRD~iHxqu>t~fNP{zJhYwi{7)T9tMcrTW1HZnU4fe$K1o_tVXfW$b^n
zyJddcLl=0auHpb#u(#dwktbh+GRC0vgF}%o5fJX{!K}d^4ma$Bto?NJL!@%BkH+8u
zQ8l2bfid-i-3??x@8P5ZFkZ#;7N^w@F6ug!cDGutIvwx_nxXSQr-E^$)?dUhfsuN(
zO#3_a^RTLdJ$BD;m%~@VmO7YfH{C|9QUeiU*$X6Fce*XRK>+u%H^6SoBl3r@I-b+3
zw#(<6#8Ug5^BwFJAT4lMlW|GKFE7_|+Jdp@-g33>*$WLCi0I{ZDG;^UU>64CK?K+(
zsQ|iL6e};*8yMXE{oo+|LL*2OPp70n8-i8^$#-_`74--f-A_^l&S@=y5gYYp-S59>
z(;t0jEZEa=I%T%)1)OnSq&EvTdQajJTw3$}j(2o^9<MzdGhsK_wYy96{ooQR$-01&
zWxCCv0h#LuJMez)${)HG7~RudtVF=mn-Ki7BzTCcO-y^v>6Yq_zgVI+Ao%k&zu7=z
z6TZCwIjZ`#{>dG|A#i20tOQgIpzPrki_?EN*ypXbeEWR4R$r<$@E<sMTcb_Pzsqal
z*jV}1JxI0(R9(cL`D3}!#{Cu?xrdN#AN>IVxx@j_42h_HuGc{md(b<-?t=nc6Fdz5
zX;&z@M5r1Lkh1W43z2g5Cb4g$ZF70t#`F@n2G@X9A;hcbLd}7<@8RH*3QC=Wht#e&
z%67GiO(s$q4+Z-PG7+6Nnz&+nIM~G@Fz_B~Z^a3qJ|>!A2Ujo-X~uoHd$$g8@ypz&
z$XIDVItga;p=SXT`&M56wNQb^+ZLSF>@}b*s)unBsw#WGonG?a?tL^x-HSh7FhQ@$
zQACB<hf`kd3S3FYzGJ33R+|XMg@aQm^fBQlR(IDOW0smey#`}-4|7xhA)04Di?)#Z
z?cG1PD<gzZlPQP+^L^}{<hH$-{=9!1{(O-Byn)uW57D3Har}7={n@nxe-6-}6BGDz
z2mPU2?$}j@F5MjD(#=9HWgB!U8=*@FP+U5o;!<F;OM%NS?bW-qm+z9*>ylO63wG-w
z#Avv?QimWC6M(M#4e3f*jx&q?hL?jjg2*)&+6^U@tmws&m#XxH0dYdM$|@Z&;A7hB
z`ZUj85``tcYzii!$t&$1X<PWxD{U;!nQ&k>-+n^8e+<m`rv4e|B<zepyMdQII_^e_
h^ng<6#_OHxH4~hjGC@_Ny+pMpt2E~b^~`Bn`u_*l!!!T@

literal 79368
zcmd^o378~Db>>{%Gu?A)B#i{EmQoV(^oX8nbReP8j6g^TiLqwHAV45QDZ47Wt8%I<
zi^{C&X;{`WHa3D3XUTw#cWo9d?#~O$VZ*oB#=^!nEMRP7%wjJFEyy+)8|+=<WB(Ud
zMr7qtnO)tC)_ka^GBe^u#JeKm#d|OA8+-7A4I4Mm|H9pVr_pSmuGsZ@+p9Z%KipRL
zYP}_=9rWMSKk$?Nm-lDFiLSlud%bSW>4zIoqSk1(>RqSZzo#GWqT)fb<yS=gt-ezW
znqFH~Z;Um@8(Z(`&om~&v7i~W9PLwh-W^`2*RrXGRcqP4Z!LNC9?DP^)Yx*TbDFx6
zUhtKD)=M;Vb~xU#(XXK2I4hi}s(~~%hvTCE$HFbGX4~l>>&@HYq#Xp^=6o-}xM`f5
zn{}VYw3T%PFY$Y<Z7=a(+v>ee^e}JNPIjFID$@(M2KFL->Nj>brW!jM7c@3Ero$J^
zHM}Kfu5O=d*5^81&jn)qx%p<>?ygj8)vo6S;;GhI2^wCzT6a#V?+5w2IgG-e<Gr6-
z>^AF_u8;9ucyv>5zOf-3YqsmoX$_$q*NuxXp2o$%;HCKQGW@q6{~e&Q0X^L&8_`U-
zrDHd{{ZOF%dW-i>^rpheN^SPTi#Sydrj}@o9}D_+ukpmjK@A0=j)F>O#c7|KJLPnJ
zP+MX`w02eHy2^EPt>*k3A2*)o{AS=B>;TdBq7y4V$2!Lm(pfn~NW!q%i<Y;LJ_=xM
zBd|6RPJm79#jf3HXqXGHx}9;JRrA_`-E0%Ipy5~=gAy(TmwNL=&I)JKedX##oO=^+
zb|Yt-V~q=mIa4V}D1Iuq>&!!~q&rajG_E-sW8sloovvfqtro-OLa)t~gWYNdD?}?>
zM=!^z)%2~pvj8crEA*}sN`&YW=;R%R5ZyQqw%MFGwrAdX{O03_*uZ@IlvDNFcE@jc
zfp6LEx@EkYwV;@&<cek2f*$a(V%3{|&;&l7Dw$|x@S^eFi;lmz_;|;(@lJ%h89ADy
zqpK}+S`!+fZYIKWVr8n3-6gHyU57Sr*l?%qpY#t+9<(^(FzHw(M+Ba=-)kR)@CExV
z-wA-VMK&4v*_FCZ(CfAtC8%!GZdL91Ub}9$YfiOc`;FnN`(EI6N>(D|4Bb+@S8F+T
zx4MK$uUH?AnuXfr^9Up2(EW7UzOyvna?Dy#l76%9bS=Nrb?mxSmXe&l<w4J5Vgc7L
zG+T~eQSAjQ9VQ7@r`tSb2ly_OLPX<*=4nRDn%C_@%UVJ)P)*-j@Ve|H7|!ms0_&9B
z>ftq%32Ezj->G^XV$}#-fF;gJu5AeAZ6==WX3epd?G+0=*K4;tyUt#Boh9^~x8Cyu
zZ>iey78fzRYO}rIS(u=@n7*xruD4_@p)7vSkhHTGkm!>KqJc)u>WyhFP^(VeqG_dC
z!}4p+T6Ee@*A6g5t%b_uBvTQzg4z-|U0triaV}I+hseiB1-uNhyfVBBSZ+)+m3J<x
z`E0hFj6_=#XeIgE=X<S|6C`T}>hc7!Xj~tJR~FX+e2i*tX*|f*i2K58GC+O(zPAX4
z^7Z@PYO0iegrf&B*f$T4Bh0@HN83>CO?i{`8&K%AK;#?MoOn2+zqy($j)eCKB&-f-
zgo^i}yB{cyiV0MEPjOUaae<BsO)JL{@F{_SGN7Vie+vD7xcIOqQSCR^eAsN#Wy6e^
z|10H&%|J!N{tEj4)#Ah6j%r^nKJ06UV|-(NquD!7^6!bUmxdQ1;CmR!-xo)~4pjT@
z`XC^I`0h4r-&cVHlL<JqDR+{9vaRcodl04rcQ&Tnanvl1j4OuY25rp};{*4i2n{8G
zDJI}>rre85Az&8}FkK1(R}F^%V*wUN!8H*IN`Z@zz#vVzPbq~2*gf2<OCdqXaN+f2
z91*uih$sy*LI#62<sL7Ej6Fcc(Nf3|8>93ka(vYFXw><2qv5e?Q|>~k;hlxy&6gV9
zk8_3}&GJ5uikC&G7;QTd+E^1)?#oM|Z7<NaQVMMWN89>tW8&z2V}#xxO@AUXu&zwG
z{ZeE&8)SHWDKeZGAj4?3b(*#8j!`$kskkp3J>ZBO?<YD;x$iASj&o4+q2bBlq}oNp
zalQ}jhZ_&}$w(S%o3#7$RwqA;^&ED)>EH?COSG+VI}c(D5XDIVUrseDasyb%MnCSu
z_<-|}u%a2FXZTS`vz=<}KF|*@O*7VOkot*sd(q(y;T9YT)dn{GGdOtIMPI6Z6XzZ<
zy%|S3=R_Tyx%~2z%dp}32N)w#MHmxN(QdcBfSvki(8DY5K746_^PWT2em21UH_Tdx
zWkXdTM*+?uOBJ#9-*5v?HQ3S8zHp4y(DwA>;H)3Scv9~;ho?8c(URhVUy8p$ttt24
zVt`Ehe7JGBZ|lb_;1>5^s0!~w7Gs4Ir<YoX*w}Ei24kA<bWb_N!S3I42;Wt0hi^WU
z&QlCFqC*Q{cL%2~P7~=kOr9X(9N=-O%qVf5QNpCf<2GgOQ)a^L;L3wQB<n)BlX}E>
zgFQPsncQ;#$~_l<2;Juq+$lFgx4Vzth>=aOk;R8K8S%OthyKd!_!9|S>IQ2j+(sSe
zz1~Kx<#qT#W{3B(4%123k^`e5+w*Az*(ODk_ghM|Dz6jIEK5>+76Xp{!r00UmU{V3
zmtQWiK|f6_+?I)jaHBUUO3&m2y$Sy?E@Lz$<x`E*W1OoS*}8l*d+@@X9<&F0aF^bL
z^jX4Ws2h2uBdpt|#z^PF>v^RlE)35Wr}a>gl~YY;nQX@WaJT#kty*h%U5yfXGtC5!
zumk94C+LS4SNR!l`bjHJ!%-f`!R|qHG91SP4qp4=7IsEVB6KR=c|Maw2y-8SGPCJa
z8prJ*U_YEBrsoF!z9F39xbOrB&rj1G=n&WXjqz~X0?g2i9a!(EH-AHlb6QC8(T$Mp
zM};cYbQPWU>fR2KyMnT{-St_VT|M3Q9siJZ2&c`g%|rJl^{S)18LA)>cJ6c#QL)>0
zYb9vbv|snmmIGC@YYnHu{+0z%w*&jO;}!l-X&|uaGv5h16jUcT6*|)#d|kE?b}%B&
zUn=^;ssM`PA$VJ`10<hAj=x<^6C{@mD*Y%6=+--Ks^Gt})uHrlB5_6jC=2Lz&#Bg%
z)#n62SKF&z`J^kZtt7lF3!YX!bi5Yv(7>CrpoOOiJGraq5BIY9VWzP!+$zL6nxmpu
z&=+qeeWuOWw8H5)Z949(o`(9<RBd?M$W#NLy(Yq~@RGpf+R|Ea-$6Yh*QkBrkyR<6
zXvA!R`>xnX&FKoRLTtF<rp^kjQdbUgy=y3JQn|mvCxEx(pR5g%nmgQAq9h#5XeL>L
z(@o#~5WU!n7i0ue3O?M9H_qu!t66IX{rgz~Y%JRNIRT9<W(xOpR2kjlDq74_`XskX
zoY4?}32ngt<_unnv#E|)7t`FnaMP@|nPE=}jP3q1ip%|Jcw;G6)~6=M!tO&FQ1|nM
zH_o|F9-ebGpfQg9BEi#SGsdy*2l0Jae*GNEmgLv3QZohk)%|T$V2tWMOuuL;<$jug
zl*CHJlkV>V3^}<80%w!IH*XUCrcy*V7ZV9&{{i)hll|J^$!>s+5&j<u;)n?U_kdNB
z@Efrx91Y=1<7HH&uazTx;#x0l37Ehdj|T<?YdpUIYZPfV#yS^Jiz8y4^8u?Q>-^Zr
zSZB@fHY(OSUW&E!wZ6IVPhg{`Mr?G`@NAUYM2ux_93jgbDbF%TN5(QE!O^JL!!FMr
z@eNzbHZFl->Jh^{w;;m|*JzA|7DmWI^W|BnGcp!hBdm>zsh(MysmzUg0_)r#vCj3y
zSjPYzW02R3kU@U7JcB$qG6q={ZbrohM@q4QG`l1a{{s>6uNa>A0$_~fzdAyazpp&W
ze|=;mFM*L!5xShbOS@QPAWI<mA4ViEz|#YuW5oZX5fc9k<%$32BP0H*a5E}4xTlo7
zCzvu5&6^3#@qZ%bc=qu6V8{kzEb~tzWSM^`&oW!KjB3-n1{fO^BfX#$BMq3XD+6!1
z-PtsYO#`E16MXydOf&#`u(22eT}17SXzM!#SS7c<2S&y~BgR${=5aquCMbS95I3Wh
z+wkhA6A4EZCd=Fyu}p!@Txt_BM!9K(jPlg-jB@+P7-b|l%3_b`csm|$jan3}s~cwf
z!g>kgtU6#0-N=o^I?f}Dt($llGJ;7(@NC<uIlj-L&t$|L1+P(<WUn)8b$dLp4Uy(l
z&ax+?!)OYA^H+R?Wcq9#!?D16HmTe%+(lxpDc8y5G2J;rVDOATZqdkE%FoaJ23!-u
zt66;F%mHgAX(}L-mF9GX_(Nn3sKe9mz!0S?47BO*=gM9;rn#er`)%|>9s_abks0?p
z+PiRX#Hk$OjBxF9F9&1Gs^ph}KugJM;z_XqJ8`@}lLuzpYXHx^7JrOGM$^MactE{U
zfeL@|4E2zc=qGP7_ppwtO#*|do~`DPg?~^qWcST9dIon{gS$qqKjEG@1N6<qTvC+6
z4Jhj4fE&<#=reZ%a_=WPzj}bquf>}T&mZ^oRE-^;y@7sx0060J;q$|B!cM|oA(#Vr
ze-lbd78TsBDdDHx#Daq<idZ-Wsi<OIlQQ*e`JUAbtQvxe=N+r-^n5K_!Ri4iNpU|x
zy`OS_T?|4Bs(IL%q%hBTL14uBs3ML=i1Tm4lm{0Js|qj9D(1B+=D1!*%E`Vky+DMx
z-{*+?Oi{$Sze_b($_F>Gcl)`Ie%+}d{+%Y^x`S@kD3To!8i-F9le1KQLzj>G{-?a}
ze^R#ZNZ+9MeIlG(XgaNWa)>q}w8z+I&CNs#hpHL(v)q0{WLzL84Y7SO-l@SbUH`oz
zBXPgWhyT~~&$Li)N3r2RPsKpyz52>PcQp>$a?C@LAL^HR#=VPnc5pU4bT1W1+Kx?*
zp;3NZ&4HK$*+HL&+C`1SNd_&MK8>WIgp15JKq|S1+J~yz$@6AvCfz}XI~;rj$c#H2
z@BvbvxKE2@eT22UTf{)Kx`>)s-A=h1bB01K{98oREN^%!`Y12@zwu8_>+UysQ7NZV
zJ7zA(-8W(uK(FPzpjZquvsrP5yN`_Xb(TrVa9lbp-NvW^8Zd_?_gVDF+_$yot!<Ad
zYPz2W_$}duicYWvm{@$33lQN8$0s|dyw)kF@XGP>VOEYD_NteTXKO15*<B{1Gv?ZH
zT(-x>P(GT1xG4BjlH8mS3#}e&3RL)?&eYYTM9HX@kI|Uj9u0rpmXBu*FhTnIG3w;N
z`til+^hno_ApnwWiuEH$3R|MwE7&7<{rHM!Ahp_x)q$u7Y84>!(kwT;mLn3`RIFPl
zeM|$Hv1YA#_?6c!WWS?zC)PPg3AO0YPA;<tZ0s$Y<%eO(X=bpupSR~*D+esj5Uf(P
zI92(w&V;Tgd3ArDFgWGDMIbU+WRupgXTCTx4tY><h_(c&-AVLiX}{W7BQ{wgBbCmI
z){Vw$ah8#iIi(06gGt(iz$I4Mf4WY~Ic0;lB$p_1uS;7IJ>Sjg`A|`My1zm-E<Cyg
z%n;$seFT$uY**&~Rl>W!)!v21Vl#gM`tc%tl?%|1QKf02AZY>WZonI}s~W}2FFL<S
z4W%zSzm(be8O_r*Z_)XAK+0NEnOk|oFZ*k#T6EFbN1fb7r(lY$V2VEw1I_9plr&p(
zekNxqq|C*lljs;<+r`w4Ty%bz70qYAt$hEZtf}f*NeSEcjE#e^soRBkAH=?A6IB|X
z?XIw)U3gYS%sxVC(C(Qg6cu?S=OOH-mD(s#Qw=XHQ5h88R|Fx9&S#@W4nIgb6XFWd
z*<9|&$ssluQd7xkE4z}|T*yU(qGO@Wg?kKa=spd@agWol8|l{_>esXJYppgChxx(+
z!IczsUU)x|=miq9TUU%GR=uq_Jg}maoo6=aYOhnRnVI}pLc$|=c6&~u?Rsade_S!g
z-YP+0a{fXPC|%AA?M9xbK!xu-vv(r`%}7Q(VAH-NANAZi^K{K38xC7*#(jZaZ920t
zX`RX`WzzE{iU@q?VeT$n2h9(}`->3aB~-;q;a0te8;{6d;FsCbPh_`rXHrWd9GbTT
zqu6+}&5~Mc(cN2!yJe&N!EE<+ne9^4JPVGjvh12>JT$_Pd!3Hg4XXZ<-3?yS^C*Ef
zQ%DaG)G3$uEL~BWCmJG5y2%h{Vp><pW+ib95=o2Optjd-AA5e9)=A&aMtvRF&ORG`
zAL(}XqlC<8JIisyHY?8|G+{}SyPbX3Ey9pZdlh!LZ1G7!oFu1gT`lZbXyu`AWh5hx
z5~N~h_hA~*l=~?$FgZ`Ba}r-dPCs_^D<j-*D8gxbj^|^SX?eY%(?gbAo&lFgg@Aq^
zr&5#@*{RP`ep}`dU?IDMA0^zSOxugiQw|6g+l{Iv;+nya$oC~qzAqLfpZf)>!4GO8
z+?3l*PTnEYWT+Lr{z`S0P4<rz>8adH{v}nK7D_6AFZsgEISuXsp4U2H9Xx0)H{b+-
zOv@y4tPV3736BwT-6Ik)Ght*Yd_;J06(Rdxdr>=233Db(u~*G0Wn%4LhQ=B@%J4fl
zUt4I_`mf^W7oSA+Xe&vo?S}+#%Kb<D!vh_ynb_P)pY&Ckc^0%s_woZelTL&7ZUqFf
zF(;JA8aRhOr*7}`jd^~^^d7*<+UI0!%`Ze%ZEG%aV&t6&nHc3Es9V?|3A^G%NXQr+
zC@Ms6JP<=e9MAAB8neEB-<!0!V<tEW<*qEjzlyKIGPT7>bh4!{RQOCW<$j+rS>}u)
zH=!ixLvBL<f)&j-HWajVoyg=$eMv=x7Dk8TRB3qqwE4#N3R5JeOzk6?qS)O-_x?v5
ze_;<<LBS-+YEpY#vKTByRK_VMGl!rH)>a&|QiJB{91TpIvn~QuNxABwswP)kSUY9J
zYBItFOYCI|7ah0O#DKGUDw*-#oDtFBh2@K=I$~y2mM%d(^=wk`ZDK$}t;Qr1zLhEs
z&xA*vCY$^CLdR!wAg(GBIq|ABu`rsokWPQO0S67Zz_LPY8Kg3fSalEk7crcX!c-^;
zM+z4F^8O;|Wp=dpFjg2!g%KGFaZRQIm520ljV3uFyOOY@$=!<LiV}9TKf!Rg9qr5X
zi`miGueG$JUFDo^28GRM!?=A`2y&{`EPUG;YcyirW*hWeFVkD}-8CVSq9>1#&(18o
zUf~42=rH@;thLbU`3>>g4{%ph&_$NWBe&QsKiRssg`-a_>ez!4Q#SYf9hgL49hf3h
z$d>mV1?n+D7Q-#|$)!-vHy5s9)|*g}#8<<5w}rk+?aLobdQ5D~qDQ7JZVXim*y7I1
zZYj$aCt7+fR&?@wFpSOvu^>)zCc7-Vy`Kj#!^)U%c;nqj*Q}-uO&H!bax57%+o4NY
z64|zj0+Mp-*(BZ#*+a}Sq#okk8rG2d<Jm1`5l^&a5--ny`oiq?N)V5CV+6#TjFe&$
z>BiV+NjULjlFiQ^To&29Vr2Wt?3S{~CR!>+w%291SAuN38zUgwp7{KgM7+tUkffmg
z$|U2vvIm<*#&;AW<43Yv$|9p^$spqxo4@4%#gjR<-_CBa1R;4xN)d9{O5)TaS{Jw*
zXc+5uYOy=Eu1Y_wh`Km%Sn(~aYDRik@mIua*t81YJB|`&^ZqNbfJ!{9h|J)3O~9k}
z8CWMOx4T0YA~LYogM}NmZCd5=3)K?to2*QpaM*o}xO33ATpSg{<!%|5gCempyKD}D
zb8O9x)jXYqL{|;U>**MHTE@&y;xbwIYauuUB|9DiB_>L1rnw;3u4H(p`DK<ax@4Ew
zi5CYZ=`J}m+`vte=td;$th)A?1c5JlrS1N%?V~{o?oIpu11(B_xc`@g4i?Q!6%sR)
zVG}*=K1%$^6YPCoRL-&3NN;n=$pE56-qadd-sapPWY>h;$nK_JY$MBlrEg?KkFjfB
zjd%GC$h=ACy$}<YOttX7_Nt-W%*{qpx42v(<%cSM%}{pc0H7VJWX^+Mrr12<5RLpo
z#3mE>vbK74r`n0~IZLlgQC^ndBg1{pGM#YRcRl_(txUsdbqLGiJMu^4ZiTAt*P2bf
zrJcp`Y8~mSk6fMTy0SY)C^>@;yjQZow!AZ7rx9&=pP)d651qM|2!k1t99VwqvCkl4
z^=NGC_QZ!J3K=`{?OGwpK*l?hd7i2$Uf5UWdQ>g2KfgV@rL0A!XvtV)=K9Foo!wrE
zB_{8NsrU7HCUJj$Eyt2U$Q`=6N+RM`Q9u$<J)6V}vWJ+pL+J2s4ZA;oMRrSB#1k!<
z#8VM|DaMu8XSY{^c)S}UARcsh_Uw{G(5Z|{lE|55Ov1lA8$DTse`hhme>A(LEW(SH
zOv2|GW**LNuLR+FH%37C3ndMc7Y#{de_U!6N%V{oCdt2+jhHNwf2A17|2n&+ERu_s
zijn-EvfC>`a^8&*ko=MX`VFiDlgK`uSxu5Yr<6(lvnR6_d6{<f-Kbh%p1wG{r7ZG`
zmWq*oF1x)F<mcTO0r>|d-dN%%k$zB~Wfe*Gj1nfvZ_P$bmc-v&jO5SDZYhi8qNQRa
zuV=Scg5<m#BOv+S!ChMtnRn>LBxTK)CNW>0J>)E6t`sBYYqDF)BBp4`Am$Lp+_z@8
zSc06qBO@T^Ho4(WA|gERX*Vv(Cm&71eK31)S%mvQF~a>uc1u}=6D=8p+jzAc7=D>!
z`doHPB?!hlP>Nu~Rub0t$VA~@Lkov>v%Wt*-5`~2h>v<ZV2Hm6y&tI|{s+Wvks+RA
zhZ*887AveoL;Or+i4U)cq6Xk`1<N~`TDWVLv>uXe+_s+eoa4usN3!Ix5;YZ1x|_Fy
zkjO+r|D-zP>N{=jOgH^lGEy-@{HqW=7<8AUrvYqu<j&HS&*69PwEdI*p~-{dPVifr
zrwQrHUEC){ha$)@K+ohe&I8lE?n(tNa?M)964B>yiW4uKpr!zkyPbnml7*JNjI0H?
znyp!5c?>Ez7g6ASiZckTPRmyn5tiyBT~gPwYeA2lwy=YiuCwHwlCi2hMZ$g&&4B)q
zJ$65bMaLp7BsxR~CN2CACaNxVkxqCjlUy}7PAdeAa|B4%l8+I;JdX3rd4>388OHnF
zRO7;<6s>$Veu50IlC26dJYYW0G~Os*gtze2QL7~fAJ)?(Soa|Hi90lns)Yzs4EU5g
zR|r#dRw6J(!TwKVm@*xy;==d_l$+rgjSzN?ybrq=+r<%dbA+I$Xb{=S*08J`O@J-~
zH|5?^7A53O|Mapbndbu-tw1G+Q-*rEcl2FI=)jC7&(9uti&8Z_w<zSV-}e?%LxGD1
zbd<&{3&bT;ZoLq*#5B#lj9CUWjnV+&P6K~(Y_YeIOfU03^$PV#lWEd^UDl^;nZ~W^
zF7JE#5{)KeT&ynD1%bY22++7*-F?9j<s!9`-UatzoRqtt#vkeo?v0n7A>DP^5RK3{
z`D~EhNWwVx3;~+PDd&9YIlT@sZoh`E4ZV<(?)x91O4DLdofhMkK0S*0Gvex(N+Vdp
zDQr>*98z*}!#Z2pBvhK5@f|Jvk-Ksvo$<=U)qmFgIWw*6V*br6qXdv0x_)VB6uaBu
zb|B*5{srs5#5lOmGiJhJ$fkifIQpa$(~Q{}CJydf1VOk=C&a-$8f(DR3VOIsejMB*
zY#b&8eXWoY2lstc)#7!AjDs^Vni2;m7Bdr&Muq5sIJh{T)8gO~%H65r;6};Bis8bw
zfiJM3^H#P3q->F&%^@%;O48cD$I3;k=K=MwBGtpdX-c+o;Q4amnQ|l$n#*lud~~`#
zbH>7sqlvAC@Y7=H5O}cAjB99zL8Gj62$9oqMhQhIrWt;0hbgb=!Z4I(xCG!*B4p{4
zPQBuq;SfPc*9?ba4VXhIrWu~X#$iGjQZw9ws%xtmc7S6Qq6aiX9M5T*A)(xJ6EwpJ
zI9PF9xJC^KeCXVjuNyAPA@R_<;ei3&pdY&x)ekUOuqB1m5t9NK)*B0+#TFG}Eg?%(
z_2v>+6FFyhLZ)&`DJn9(aXM4jbWs^fZv>1Oi7N{Fq*J!I-Utaoy54wgtN~N%i|LJ5
zvvHUZbYx_#DBgmqYpXYQLrxT;2lPf9&uMxip`0_6-dHtfD-I0TsX>7+o%{0j%1d%s
zU=?~r9?q84DWpQWOLoxo+LQJ?Obdpl(N-f|&mgl)RW_NZR|Z!ZvUvJBM3qp~WcuXy
zGKEkVp`rB2rx_6v^$C5_DOy~ge2pNa>yy8THDGFkV*2E(Y#b&89T^$=<WW>zTYa(@
z@}Uqtpikm>PSYm|<(h@`$*Q<oabdWQjS9T!T$ry{K9$1?!|Ij0Dr9_$e9|>#@^qw~
z!Bsj@q90F$wjkdRPirVnZ0_Dq4((MO=<L5oKkb3R1Lr7sQ<=PtXNZbdyo7R4SE&?T
z^Ki*M6rKWacb<}17&{q^<t7$FxbLKfX~U^c9*%V&4(A5Cw}a)guDHI}u2{$E{Ajs}
z$Q+w@N&xbkOT89Tfz`tpg!9Cpx#YxZTdMJ{gCcdN&0>2n!%JCc1LK|IET-Qs*lB8=
zbderPznu?oDf=w?q;pnr{q`h+kgngZj5S~mrI>!JuyL3WhSYC|QFU$g+qsZah3EnO
z7RPg%ej6-z*ApOt!^;{@0i?9S{$EhuzJA}^42k>teZN>*=8|B=Bxl5Or)21^^9!Nu
z-<x{ke5y-*{(N$7j_3_LpM)o%wwcPFIo_eArQNz4S>EnpDdP}_s82Oe_6w9PV-`x8
zD|DutX(~`U7v&Qbu8JxUs!2U7CSi)UovEF4-7=J-bs3ft7n1ZzN4cqJrv}qgN%SP;
zsCoqf<2rYnEEk>Zv620BtUXg}>UuXfQPq8HR3-o&H5tpw*P^PXc85z;m1OtcEfQ6!
z(SqS*DmY;Re>@a$M1T!<M+gZwz3A?~_?k|G-CEi`uw)Y6AByn48AYNN7|P#0G|KZ2
z8{SzS=N~e0zKX*JHpU!8Z@eeMLWqY1G(#Q+=EJx+q|Jv3<*qHOCY0!hr9mW&E?;*p
z=FoCz-8rv&=3>_!beY=3+SM|?z;k2~`*WY}Z-KWGTjJJxOSrM6U7thBG4;ZqoVl5w
z9~`ob#6-pcg6aD!^p5#bp_U24qnU!BtB#?x>LUz)iCUFDtxBT*l>l%}njp~|cA4N!
z9jGhOe2M;NHVPAhj*1K|I*D#*T6FXheF6AdVR=AS<48`E)r4|CK2qLPTo#TNt{A<}
zNcmFzmpSwtTB>j7uG+|>&<^-Ah`DaFUFUF8Y|Y41Koxv#2(a}27K|<*6*`&F9?s--
zol}Pr+NS_q%AS)x>9{tRLi#iej3iCNcMt#}v?vlyKx`l<V&F}YD<-tZ*eFa0Iw~@R
z_C=^VBB7-*4o<@tfo&C*2ZT0`<TRm8D0hT2WLXAOY!$8&kQkrND*0mh<Q$5bVwnvu
zL=S!^-zh-mG$k*iA+u9{h!q`qg59@evcAr^#7-i??pvu+o^w>>`?OOo!P&k|7`uL1
zzf_{&X68fGe)eYO!<pmKMLKsg^IrifD>F)lM1K-hHHlu+&CI1>z4wbzb2XZ@p^+t&
z|D8bxU6ZD4XueEMq%MEHB03<!n|e@3d;aq0j{&PB-oJsW8s100{24&DzNv9PLrcVn
z8WI`Vs)PKA-jg$Al0lIUnPjk#>d0(eCbo^cXJ%ItiEU*-jZz6E65CGgmid4#pkFK>
z5c`#$4~WMQttJ=H)vh;x+s%bD03G0-5w*@r(7;hZFKD*>O8jCd20AtGPk6>&X)gLb
zTyERFS`?VTrBLse>*{?>0Oe{!JgG^aEy1n<)%9sRt~jm%Joj4sar8OK%rSBRpCLq7
zDo~FNEE}n6H_4mfFM4@@rg1T>BbVa8%kbZR{C5DCfS*H{I2V6N8Hg~zXvpr(H2QT5
z1Kbm5fb`(MsE-4|f3xWGNQ3|G20%iO$il~Q!eY+m1assD|J@h`{~3w$z{=KbH(TxA
z(mcYp*gZ9{I^#0i8oQQ;XS(asZ2{6pVFZwrthi0;|CGBZh9RdGQ(Sa@0UB7kw+hwZ
z>E7xJ2U@UW^%%KswB$$}dFKwfaKLF)4iH11x#PB*4@};A$4&BOR90oC$JeS*2<%!O
zUtwd-+lg?s%yHE#i>u8*bcCy+rb5YHm<p93nica?<Avxi&++~M{bExg`;|Twx}3VJ
zOpSM#-z896s?!y0g{Q@#?n^Y9NSz+JhR9Egr$-?hkcAeF-NwGtC?n-F_Ezx^o0oni
zlX(hdP=C7ub>`mI6+;l4M@BF|MMHQ08)0GH<|qAXJ9BL2u8k&(Q+)Xl^>tvL`bG48
zr1RA81E4lfaon(Z>OTu+$(^T8=<`$q=6d+YNLLk$yZBqDnl|&qt9eUHEczJY4S!$u
zjy(3P(??cjt>q&xowX1ltyJ||fL7Aw{wa-c%KZ~D(4l9t$BytYLVigRQk!g_|8xiW
zbaBw49FQz~0bv^Ie)I}RI8&({ut*d8IL=1QIEyl$cR(--e0MBy_bl`@79iaFNUF3o
zgCCLaTbz846eXYgO{&4Kx=X~(KftqV#p{7T=^{Y8y<(kgd&}*}dlY8xic^s>FF3FQ
zC+jyfs!YWG+&p~2JmxguPvR8I^zk}CPGRIRAn%4`URib!I7=Ny9K<EV^_@Gh^4=_T
zy(J_vrsdt_%)C>x;Y?uBRXo@UQs_UR@vkhsG7$-f(74o)`>HW%M4QMZ!8>I&>^fM0
zD5`|+-|O%r&iV(=S>G?qSrn3<$XN?_f*?XA3X*6HV%d<ZX1f_QSxyJ?Cg-$-__0*j
zOh7^Ku3$}&cV)5$cg7mj?jm_5;zJOvbl0o72y<KZFqOKA{wb0<M9L(E1SVqcgu)#0
zGRb7yS=J?z=i6Wcw8#>M$3#te-%uWKV|TO`pd*az<rvvh79$i26=5VHSb5|I`6m?V
zsx-)7OqHg^+A1wtIWovcx4D=HX}idu#hZ5z-Afrslg`nur-ry0C+QZLBblAo&A;Qg
z>kciYUUhdJAeA)!J`+_n<L_o_Chw-ZKZLT0LXkz_EKAEu%QJDuotU{O%;m{qpjlny
zJ8#&da)v@J2%|31aY&=?g+oC7<`$+8Bm>JOmboE~84F~RcewynY*oUj`%?6g?_^&_
zzt~Qe{Yu}-uHLA7g9u-P0$;-f@3BT!y_5YV&5#y@jZ^;Y6uXp2otID{doo@(Ejha$
z(wA07M$)kFGCs$!>+X*AR4zXU-YbR7_SAhaL;CzwXixom1?tSrel>uk!Cm!FO9Cb&
zdPpPB$VtqoH)Gy+rZ_9DW1^CgbUib1gqS@t%b4u)UPWWB986nhX0q3ZP_;m^*I&zS
zDJ$ooXvxSqn46USce2|nk$I4JBVECprw8KFwEx1fWF%!DO!jK<TN2p^qxEDJsTVRz
zm?Zy;Y{X=xnfxjr%&@84zmwfk7Rg0R#Yq0o+3l4eIq${@NPdY_LTVNnm?e_Po)gwB
z<UOa9N&a)s%9<cDCH^c_Eg<oiX1A0@e$i4f@?VkNUJ3H^Zj6BZgA#8n0Fp>QD9^G=
zy2PszCdr?bjhHNnzoi(-@5*i|i{zrEVkBS4Zm$H%c{fUteAr6jTsc}^xo;=MwQhEM
z{a`1)eoD36N4*`e+`k6BAF1X30b;u7gqdT98GIiQ8a~%@e>Ae(lSz;d6X(YwL5CK0
zY(>HJ(K?LTgr%yM@-|YKN<!UVAReA_-<rwFv5h31IzN^c<&1bgCq@Y3J%Y`%OiPMw
z3ydB!`Np2fJ5<IcNfP~)!YJDZeV_<BrK#t=RB2j>W16YwN12$8=XOv=bs@bG->N`r
zxurB5&olQ0#rF=M85+g9i~5786<LEw%zudFc@Thy@gc=Uoj&QCTGO&NOk%qKNf3l>
zEg>=8pT`<7w?VpXE#I~B&)7Ij2)g*1DmI+xItz7g$!@m$?zd4@v#t&4T4`c5B{AJY
zG(vtdq!2yer5?v~nwNS)xdMsf3NW#f=^}~g3cwd^r}I|&EG})1zm-E^Do2UwKFP}c
zC==7MX$(gxQDVBubxBM&wbzu_bYU1uGn@x-DVl*k>C`K(8RiH=x@Nc{)_^&bVw&L~
z8;1#DNX>9Ps;;eOpp!j?=mE_T$8(xyNGP|eym9Fq9I1viYCzya=dOI+a83@1ht>^i
zo0!fL)(4m%7d)QrR;(rDqW4FVm~JUk*mO}DN^dk7F~F*Wscz|$PTAsm<0lD1y59Jy
zSOcci7t<R*!Ny@i(2<d`qIdvR*H&+AgPbTt59p0Jp40S3Lb-Bz;tF$iq(|1NL4hxw
z`||b5LJkY8La#`pk(NuUYzi;Fm!8Cm!;*R=a%AxNx@<iY(|s~i2z3z}N}qh35g}2Z
z&?lXu#r4S_5`=Vp@<*`-Ol?q1pL~Ih!-SwCBSWA3IjXL$KG_cWP>3GTCviNd>63(V
zrE|m;=juqOtYf1BZ#oy|>y?k?u!5;qvf)vD?kDp1M$#XHj4ea@W4wzM&9@M3Kj8$u
zE_`p{7${9d#ydqAW+S@jY*T2{B?4%WHlhotQl5=Sa|fz7Yy94~bd^9wk{p7rp{9gN
zU|`JdKP9vK#Z<!8fR*KMlc5rxj;bS432cyrYvB|mj27e+^dvFZtWFZMQl#g>oWW2F
z!YPQTIbtT<%9)TSe}{fj&nESnVnEVyXej1epi09t-w{G6W%cT=NS9vnq=glH)`H6}
zoc7@@yTJ1|!VG?juK5xbnvNR4Dxs)hhpPkx%D%J+(ikr+GXiHLSMUNMw-7I6szVv|
zE3Mv=&e@ej)UQ0}P_!=LAodOnhdYS9lYTJ=G4^XM9mJj)-$qI|g~Aa}hxrOJI}kXn
zwN#g}@K@&=-jXv{w@)?ebCu4D(>^sPHp6gfZ<45pCa<boSGjJk)tsN>vB-Fy^KmiW
z!H!)!X)ijl;&Uuid5(oD!_%|w)wnY*IrSQFQ(~Iahr$j9zl|J<@e`BpXz#+y?(jMy
zIcg;hR&wOl`Dw-F6q;UuWc$G{KY0WD9|hHpv5EDQU^smpVv1iOC$x_%P>)&CjUdJ=
z!h-u*Ldd$E6<<08SEYv~N8KJcH2yG#G15chZvY@o>>@0gqluk6eoU}X;-Rq?ICN|B
znKA8Vr52OXCTe#p?Px6U1Q9Bf08@pVj1HihL*2il!A!Y-E5;;e6;s0W%^Y78O}ihZ
z8azh%Zxli@t4VKVi9bw6iuuf0EI;mc>p5~V+D5<FWW;`@Pe!80tBkw7O(?g7Gt$CS
z(hUXlctU%rlM)w>{D|EBgTk25OtO-Hd^#San$Iet7?A1ri$TK?>Gx>`D*WIXJ~b!c
zy3aN72sC_z2X~H8vThnaVcn24P;&!FidKa5Mjao}@#kY8Bh~S@0HCJhIii@3f4pF$
zL>;f+JAGZUl9!G_BA}565;kn?h~^!qO+mj(tFHork|Os`>hF|$LUem*HU1bC5=Nur
zibmR`Te%5AeiW(eEkU~?;B>heH29_8i1}NxPtqL#?PiVNPN0ZTv|5Du8ppg{6!Y%A
zRD*j^L?bEZ$z<51goVd=r@G73ZLdgQrJbrvm8OL<N%LhIjh!l_rqb<Hug&a!F+0_(
z0V~S{WU48{x#lgXTHH=`47DP6CE;8Xw^Iq$pd<935rfU@BwvzExj&UN7*ch@HbK-J
z(l+6-qWQ*BWtS49Q_m*zeNqf)C>14{?-NvMc;<VCGCLV|s!Oy8;!9?&OY}f=dN$)=
zFOln*XD36W8xW$9b=;*eYvGj+Q@%6d;%$`DG#ph|aX)Ag#4=mfXBlO)*X)8{hyaE7
z#az(GHW1R5CH0=<h3rbgmL;cV#SbNHS^tFLa9h?7=@;8RuwUuh2fi9vO$NIwDNn=!
z9E<8!p=9fgg^NHNUj0Bn+&@HVN<gvd&48YLg*tlq<tLZz?xHU}KaF6*&8$VPqS<d#
z#?Lty;+h)NUdUdvM}Z1|;Y?l6Gi0y@wy|*ECQ--~i5aVBew%TP5U5R;UoLeI{WNj=
zM1>H}k*4^%Ss@YoQ56eXBmQrkQ(3krAI&ze%Wg9(;DfiBF4&1dZkMu-nj_Oyh*?R*
zKSZ43UPAp{w;j(eZ5vIjV6GXotxeR!fvwGU^mwFOn<}9&GGB3wux0a3LJov8cWd+N
zXlvuqj)f(%F;j9xJG+W?C*^0s|H;19ffKUR?PB@O6&dB*APBtnBuv=S=bZB8pjtrr
z>0m-fdb(P}sh#vKkEc9hxm?sT{Y>hT5)pTaFgoR)6o{3xSvvpn1>5wQuF)8~G!(mN
zyDXQv<V33<o-zckIF{fDx$%<wV9aL7zQe4VY!_@>C!H1k43+`A_)a^R6ltz}r?pU#
zCQ_-H*0afowEuyV_N7Hh>#k6Z3y*FAUnF91i7==y79$k)I&>GE*twQRpblIjah+R@
z@c3$u$5)lb<JL4hJ`WkF+79;kNcBVMZrG_aSPFXQdZvnq&nP1o;hU)+i`di;kjIH-
zqmq|T$=p-y$XY3!wE`bu<}DmEKUWqrlLltW*$?!vC$W3eU#ZSA>%n`9^i*!(9->Oq
zVq#9S9u$a#x)r_#xF`&1*x&|8Df9R;Mg`<y<=R_<N<oMoGDQjgU~?GqxUuzjwZ?Aa
zV3HBL&T%pVE(J$_WuoKZq0yoH1TLahWCoy#T0|}VCO)LZCeSB+Rc$x`fi$!n-w^I;
z;Y_(}x2njD*0BAi-+xnI9`uISmPD0AL+Sb^&b}HON#;!HeuYXS`5?ngdQsgt6K?9P
zB<2xfo?Pzhkv)<X55Ol_vAJIZ>}>Kd527hok!Qe@FixE`Pr`V)^rbOhB}}>hJ!jxl
zj^cwp&dO!P2R*?wL|8NW6afdGRDsxKR+QWje{B+Z&pwk~(<zsYc_A1(04_x^=u?hh
zxPJ!ZC^6U_8@L?Mz<YB<m&Mvi9}x+(VB1SrztfBAZ0mjxy-Z4fmBP0B0XrLcf^8M@
z2G}-^yEL|qm&<3{iJXC(Y?}>_TtPpUF9y=ONwdw6)~a`~qWRWM!<;VWNaLN!Dhq{J
zMO@WVqe^*`q-J7gInSss#!L|AXNG$@H6#q|42aqJpUCXIZeY*L4EHiX%CcOWTV+EO
z?nhP4ygpQBICEA_$qXk}=5%5CvKVMq7o`>sa)v@8FN~!`$3pCv$^6n-Dz_1GdzoEH
z7)#}5U$NDov6L&FalTPEbNso-#-LzGDRE=zConK>EM>pe(pY-kvh7z-;@)qkUf5<@
z8OCNB!A~`vhHpPpEslEUnVl=wo$ox&NEOvi_U)LA3dosJe`P9*KNd11+0vZp3fX$U
zs6ai2FmITA%iRbPjobYOp<vxCm**xjMY;hq>ga$0^AFJRks2_62!Nzhh5sE#46{i6
z55Xph229OJ^<3S4S*N|?63eB|6FkdHGQjH=*E1FC1Pk}@tvkCtq!(VWd~cTDQEho-
zU|4SYQSRq8g06(ioj4DyFy(Hge^Sp<bgMX@sixh}F&<*5+9E3FOmNaOPhu9cg<?c=
zn#uRfyAVzC+2SJl#g5k4uk_hM^mt%uiVaTo@=>@cbBwtA=o$bLm&9I*d>7^|L~Kf%
zRh>MjI>~+|bh5ESs<x<+na1JpyvX={u-3wLya$)OdavbR3KiD?=|wD7#1chpc|#D<
z3>KWmW<H?CENq6GvZxh~`(CeGLpahb)!i6k69z+jJE)5H$HE=*4dtWn9}Bm^?hznP
z!|#V@!Ht|>fraeo?Z9c*A?(kyTRlW)C^NzCW8uW2(}ocNMl#f&AakT2*h?KeZ0F5X
z0sAB#C&gp0+rrb%z^hf~;m%H9(cBpN)x}19?}FzAZ7*=Nk4HC#JAJ1X;BuboX}Z{;
zk2kx>$GuafyAQ~C1CUevjni`2n<}~UR2eSOWwa<N5dPVV9bKp6b%SaPnciFdqnpCX
zhTT$+W8qoO=_YU$*g?;ig~r0Mx-;Kf1iW21^K1iGDA9H7CA^skx^~T>LG@o1?qbIg
zRi|C^>L}F@Cve^U!KWPboA`Z!`LT)v5U*S1*F1EAXX+|qx5C|CFF?9{4ayjU(hsL&
zUt%EK7lB#BT^w%I2U+_9^Fyq1xQE8z15pj2sD&~0!<{W8L+>H>02r_1d6U!bhi7-4
zn%AvY>rMy!fo3Rl=U6z74EqZhCNR>hSLuMKc^WIHaF^W+ylV6++|&e9?W7B-RrVl4
zEPH{R>rS_Aw+P^F_6FE(`$YceRmXRFb+3AQiCAinbGn1017rt|YBDaV1=Ukc#7{65
z-CeCWeS5w|0};L4Dg~l38}7hhe24(M^AtdLielA;W($M6ryuU4UuXmw<0-%iv>|A9
zkbHaBURIA_(X&XZz&Y(jFk-8@)C~I1+VH=AFc$9WIGrjx_X5s1FVdTN8@(s-2(3mC
zbo@hebIZ%ih!kP>(Rtm)xw>;|4ki7$et0g`U|m6tDqU{Sg6#FfZFqn1vL{^)%<k$g
z)MCxho2Z!!WHW*1;jX);6D(AynMSbGLK72#Jr60W2aW#GZQ(R{a;d7sQ+2=UBPzw|
z-yiPrSK5Jny4q+iHd^=({JW*)5$o^pmk{q&eMt{;?E_I~vuFNTZF#ulf}?gCDfb~l
zARm`EV40y1wNLgsXkr(XQqT;5f364a2lse2$|MmfhP|XJ{NB7-Zij=5z3SEG5{1uD
zXZf=qtf1|N1Iyn1;kmVzXP<;M)NZz_cD;_HCejqI3eO^tL~A;3;`;3Va5Lg}`j}6`
zZCsByqyYEe#@r^PBB*kEA>){{&>Qen0Cfr&IIZ&gFNdZx-nL<)X0HKlK|PF<?9|!&
zt@M)rcCVqC=qmj2!wGs#HXka)J{<EK7b6~qeaD1!xG@oq3*)8I+Y~E9n|gH{-C?#M
z(`V6etm$J4>c5IsR=<q4koGM+lQubUfTo2DhR9E-AHiJjewY5-hZJw_E9uXRX;WIG
zKhH*{FZX%$=UZFx=R5T0q6z$Y0{x+z>evN?F5Ly>(p^C=<rZ`)_n=DwBQ6D$xa3ys
zlH0LMr|>SF(z~>rb!oZV3wP?$!Kk*g*2MflWCtbr8&ZO@9A^*x4KD{Z18G{C_gYHe
zSkZH0FIDLY1LA~il~vknz{h;n4QK*AHx5gD*$_@bMc2F@sZm(QYaVvijQuf9Z@o#p
ze-qg4mHiV?GB^Q&+5-3bOtjGTy-HIXueYn$OjNeZytFNEk@V_hohB2ZcR5Wf{|}Lj
Bdf)&6

diff --git a/docs/build/doctrees/grid_options_descriptions.doctree b/docs/build/doctrees/grid_options_descriptions.doctree
index 35393bfd82365dc27231d363505c189d93d8a103..bda4b2f9376dafcecfbd2c7998177cd056c08e4d 100644
GIT binary patch
delta 134
zcmZ2|lI_SzwuUK;?Tn^dI~Xk&NJwOqloS+O>FXDy78L6hRF-7q=jr7arB8pjfYDu1
z4JMnCSdv&$l$e~ITBMhmT9O7*qMwqVJl%dF;}tR9%-qEE)cBnI#FWgu^eH_oIhlFc
cQ>H5|Vsz%^NzF}4O^FAqDBhm5h|!Y?0Bp!IKL7v#

delta 111
zcmX?dl5O=#wuUK;?Tj*8I~Xk&C@5r<loS+O>Fbx5m+KW&mSp7T>E#!t>!+la=@+CH
z6i>gofYDuC2BxYcKR>5fFEh0y4Ww$i<3h$O{5+|-NvSFEnYoGSsl`(|r)w`_blzUK
Ih|!G+06Hfr+yDRo

diff --git a/docs/build/doctrees/index.doctree b/docs/build/doctrees/index.doctree
index f7ca0740c94d8be9c760cb46606669f6a317b94a..108de20719ed5c28386948a0f3b3bf80b7539a3d 100644
GIT binary patch
delta 8402
zcmcgx4{#J$8Fx3i%WViGA!#54=mtVa;QoY=1W1681PE!&HH0FzG?2~RCVR`>?Qy%8
zkapUm)+)-?*1oe-t9I&GJN?6e^>EaV80w#?6}6ys)V5lks_kg2Wt{1#ZN=|<?{@D`
z4rxd2Oy*to+wXnf?|tw0zW3g@e}9wv^Ig2{sO>Yq{rD5MK0%x}tWC>N*)NXIbS9OO
z(WFwD$d-}EO1*Kl`L^UO$tJ~?7^&Yc=|)tG%#1cEh7sxXcmknGx2^=_pkH?fG|#x?
zpOifjW_49-%lM3|2YU?9xU{Ggo|N7C)MU4A%mn2v6G6#nW?mzfi-+89F%Xg_<<3r#
zxrlqFr>EU%ziur$=_wUOvD1*Eld@qd71oi0pzz;fuAK|Iw3NaoPxaSsP85Ncr1Dgv
zC>9MQ6N}Pu$;X^jZoMU$;JTB_vwBQfrD#fxGE08ra4o)E4<ePUNbM3rob5%>eV$yr
zs+FrHua`d0y-I#CZx447B#lC%I4p(ar1B3kSXKvbCd<Y|mFGV20dS%g!Ed58Do?;1
zhkdd?Imm&jSIO_nj)Cgz{#LGzd}03Twt=v2NI{s6fEG4sP?jUSBbnxax)N+EHEKPH
zRJ-CH_-{E18kHhtwen%5d2o4bT)DxT&e7{MF~F>g<AJagojK@pMP>{|3yagT7?y#1
zh9-ujL$avHqB06YvTTTkB8yS^a4Zm&Lvq;AMQy?~L}5BbDeRA%VE?~vl9|!3W25)5
zF_Wokk6olOAZI%o`l^Q6$g+W(5DUJ`817|;w_#YTF|1p1!@82REV$n>%(T3q)$Ul8
z)*@x)+v5Fc*X!LIL@g>Rfk{P<icRa?9b!NicU=2H8ZZp61W}IZf$*fb-n~hj0A;^C
zB?q+##yPzntqD|R^vDv!e{#|No_u76P0iP+lQ<w-6AZ{l-l$l)L}KGSkP`!MY+M~D
zbroV!tGk74t?<y_NJXOv&zV7I&DK$7=2mLG8LZ!g)&<KtxisEPc2t(fZ$w4LUj$*s
zK8MP8TnChlNWMdmoOIx)WYAEi=h{yrX($kEpXQg5)X`X&Y6Jti0W=SU=aAZM95I~Y
zv=R^a6j6#9S_ru9gOxZVLT=Mx0Z4vPiy4rfMO`*x5qD(9<kSBW&QN-hnRwm{oXlK)
zjz#;k7;XDn8b)%stIAQu*1L;T)-Ez1MABTltTI1$tR!FDyqrX9yB(*Qt*?SDwj55O
zAd_X><e#+<JHErT&Qgyp;PDhkUS87aIM3uiL3u+fm9yT!piy{drYFUY)NTS+-CC#e
zzvIZC>IV5&IdWmQQ}`pZ@iIq(OYi65=kDG%TRYf#DVw1$qLu}VG4$4DPn8Kg$f@mD
zI5N0=C%=G4tB$nQd8wzDcX9kYo?7hyt0kmonZ^4;R&NqdmU*(Rw$*Rr+j6X~OFdR!
z$MNf!)eT_Pbp@-bEh`&19w7P}I{5uL#`ckC8!lAsLyvTPUZoj_2fC?MEqpjnx3;mq
zpzcs(3x8XlZmO}K-^Va+1dMwSqq!zu<X}y%sk;xudK9;?td)tuhY1Es5wd#M9P+p+
zc}ki#2`L0!qdvit!_`ijOix<FpnFtT>Jv?UT-B^4%?$3P<^%i>C}5KTvpg}@++R?+
ze(gs7g?#0^*N*eh2k2to0w_)bimqxhvbkpt;x3AK#Mv!yMHKO+4C1#fY!vY}^1O3g
zC}(Q(i(p`F_Fl05Hc#TN2)B&9;aa__4qvk@wv)btN0_^uEcO_=%e^x+9Ei9@%x6<_
zREJGpgg@MILvYN3ZDSmcYLJn1MT-UDYzWy5-sy18u=FL&fU*cj23a>mI6aI9GcUmy
zI4~0x^%#F&JZ5r{i$!WJ{vdtHaMLQ%B0B85SkRC}ot|A4d54#6bVk17=@)h~1KTmw
z&K0;J_n5X=ga>oN`Wo@JoNpW(^J$?F987f2*qG>tvy0ErqBBn13TQZ*;Cy`^Rm(EF
z6cg-8f{PK$g+<6rvP#U)F>i)fuv}(LLSCy;_ZMNtsZ3`aG!2L=6Xj$<Ywe;$`5buY
z9$8y4lr>mb@k>dpbqi<YGi-N`R@RX(MlQ8(-R6Y-4)#DKi7ys~<0tHvJ|i$Ci%nC3
zs1cKb&0_i-D2G9!h4J{|Hb+H`ta<lF$V>jkj*qfA`v_@i-^BH#eztxuC)~qiche<P
zu{Q@a4y}EXdjN-4k+pcPM=es_5fDzY-X~~p+kPsa?KmLJGWi+G4w_+}M2WQ#3?4{L
zY*@xuowKCYgpzwVdHLt)+?W~WToI}3Y%Qof*14U3C13f4&Kr2>gBfNFAUz2vx;|8q
z$Ik=g7hR(rdHe>_%E}_V%+-!26J_a>IXm}DN*&z)mZ6+H+O>?luzEhX9M?m&ZLbbz
z9&>8g6Ir-n59fo|eS*6fhF+sOi>-9qjFL<+CQ_~~JSS{sdY!1(W>cU`GdaAqw^Ci4
zr%s;QIw0(2+IuoqhjY~qrS^2sa8;5e&4d{9vRa(I;Yz8Yo*s^q$X&hdwh*`;2G`Z(
z*S&3X+#jMjU`wAzxSK)vR0hIv%Nfne5%RUZH-rb6+UME0qG0?uHU8H2jqUkki{wmz
zEk*;Ii98eB)3+Q#+p}X(m}REVWDq==iy)Tz`3{AvI%i2UK^X2I<Da8Juy|HXUg=-X
zox>nhOao5S7+vLqyKd%RFD4gVjq$9taC44Y)-vxI4$6`)i+)WEYlf)Edcc6)01v)C
zEo{JIhg$|d`2)Hyrt5HDo5{Xu=+;`FV`;~GH<ii!@34@)MQ6i)3x$uDvw@o4SRm-f
zdyil9#W36C+;=bcI%9c(jq<#VJkjqY5BAyO0tzxTKbo^6G+n2O<LHs*z#Nyb&4wWX
z2D3H>NX+lPLmJXN#ilN0n3hmX=gWotAAtdzxNuq_0hy=W#6q`cQVz>en5KgONQc6W
zxu^@hvPMp~lO|g}H9nT(DvKJcC!$(NoDRTkh#f0(Hm=OZL!IN6Sdrf$vz6t&+Y9>%
z?vx!?=q<u$4fH+kl-&?L*M{^)iI(X`S(*jZ3PmDYN^#IMe2j(ykETKmophiX=`OBa
zXgyh^BVXxSRADZ>^l9xVrktLIBe8H8`56lbpa22~E8Uu&0<SDgs?12>vxqrnMTe%T
z<2l6K48$~PK)GqT!;%W(gn}Ky@M&;5gv1Zm(1;d=i>i5wff@UcM%G`^N(Q^mupc%F
zEZqsAH1X#X_^K=dGf>$azRX+87o~B04vjyZ<M92Z@txL0{SRn-Z#Iq5^1G+;oi<8i
zLPLS~l@XY0<f047;bL6OY*P!<Z?l;yDObbsp?)-p)y*|vD39aEiEZFoE(Ux1)x;QB
z<M<w%`0rSxowZ^?NqcV&X>Z&GB}}YdMWWhN0O~6e>^fnWd_<9AIz3iml?980x(3&j
zfUd`&NCWy%_tauxxYR%e2I;M9!5Ee~^>n>P)@4@tjsvUzzg{dNsy}68KW~i~W}lqt
z7YStWvil%*W-Q1n13|}cnf7nYCDL$zmIf@5!WE6v*9<_3_+QubIxe#Qe>3~rzX1LJ
z3hSU^g;{8O%|e2)r)7-P>|iBdRcbf4IE$d<<sp@?vg7HhJe@O93&}<<d4uFl?-9P#
zPWkizII`Q(kt1DmdyV{SeC?8g*Ly@YOKOMr37zP)M%`$~gJQ#jC{N?N>}W3xhxtJ}
z>Dhg4)ldP*zc}FJ_fp8_S!l>k>?2JDm3u~Z@=Ct)w@0?~&<D@lUjje_bW~>ec3Lho
z;k#*%&U2q2f7v@+b=-QL3F7V#{fH;jiCGgmp4zid<O?c)?D|&z;XLKPT>oQ^Kh6+6
z1c*L<B}8QXjlblcCS{{HR6SDw(9Gyr{z8tAXNY!SZ$VuQ=kN1$HysS{&oDS&1~}ip
z5}eeMv1wiqO6XLVl;Bj`ABK)aCCC@E9<<Yr^`OFp!FiY^eZF>KC9_gbtu#D>@+%SM
zSH64rwh|KZe^O{;y*n6&$DwyC#bC~^2j5%AJhnKd<Pl!DmUSFr9Zx{VfgJFj64Ie~
z3xh{Dv#AG^2f3P?!HjwfHgRlj!{+u9a-AAmcL)A|3>q0e<4Ds!DMCNdsCR(~t79Sf
zg)>AGe0P}#2BC`hPqkf8P>L}i<<VNQ`%n*eFCmA%C!A*TuOeQj6Kfi$P{M|WHWpuY
zeSIV7<i1b-5L^kZ5LyQ9>d*@Q0$N&1CPU4RXPNCEkuj}#;SqR92=Lv>4;Ae|IH|r!
zKBu|v3D;Hr5Y-sqCE)*Qj8{FRJzFXIN6~k4Vt+OVAgiz57k0YdK{?b{)pPKVdB9aI
z>G>Qfxfou-+Z>3ss7ZZ+yc1~<(s+3Xk+i0&Ie^O@<nx-V;dQW+aD+6tHu&WuxV5QS
zBd7zomvTpdqPMO%g6kvQt8##^cch1t1AM)MoQYh`Z!Czs{W8dVDe@H*xm}l~s87kq
zy%a#MbL2!GMJ^OsnffeQ5M4XB5Nl4;DVX}M>XZ^yc<$4w3&t64@nZb+slzwnh#b-3
zO9g)9!|%1^<WzrsqxsS=!M!UApHbwfJ0Keq^ouSWI!W2|b2annr{9A?O~Q*>GEp21
zgbyXjU#I)#m&u`V*?*8K=)`m6_V@{y9Q9Fb7C^aJorld;aQjmiVsio?AI0WzD5a{8
zVDk@b-o$1r+>6vMZ04hKDK<82cx=9o&1r0gu(<}CW7yn*%_(e76vv_c7Ni;Vo7jwE
za|1S~v3UZUhY;Hru{i|ut18gM5(0j&HD)5RPCu$|_o_G!FCD`%iXS8Z+e>kKDP}Ll
z>!nz|6sK4HdK_SQDL^j;=cT~B6qA?Y@lq^aio;7Wcw<T}R)2aFCykua&%$QIIMJ|S
z!H9(oKZ3Ea;kOqSHmswwu)WRW_-Wj*@WkSVMKBgOEa|YgVJ(Qo4eK`$H)ybo!or4!
oL>4x@w6d__>7RuSvp5YKO;oYO{0U7npxPiGgxr#9yJ<W3Z;W4Vu>b%7

delta 5821
zcmcIodvH|M8Ry<)A2$Y)b;E|dU^g!|VM$0rkR<{M2}vNhfM}FQ2%F?4cQ2dWWq0#f
z0tC>gFpE;ocI?pNYo_%<jWRn{osJJITBcL2IJJ#dtChjg5viSyj-^i9?>i@Vcki+k
z{KJ3F?mg#szTfZr&Uemt?)~Bc{@ZUj&3?^~2ggonnuX}08wNQN5Sod7<{!9Mh%jpt
zcb3#_EEmG*9_OGKk=`cZSp_ii#H=0p(tATvne=`*!!P!We$mq__C-24$t1l(tXcN~
z=u}p%CI_C|$fJhh+RR(UT|+LvI4F98frzB*ib#gAx^p6OAhI`Nl{C_2nD#9&R~o9}
z-`7&PlqSuW?vyGza!K2b#|1q%V}@jswH$GJ7i;nmL&}Yfn{zgVf|A!`uB%#N_WI3|
zYd{kHjBHEAv~jrzCo}%k_?Qj`HOccBPa#ki5Z~;Q{5-~Q!k?Hn$54-)Pkx$XPOGW9
ziM*UsO@F`2DYw9Lf}FVdrOeC{X1)l_*P?kLW}bZHsUWY<&Kl1_B#Qv3U=bPWkz!7T
z`<gs`=Aa~+`@L?rcf{oxF#A|6e9qpT&H*uCwvI@yUdcS-a=Xm~V$kgJ1cFYtTkJDC
zhl1WgXVBFPk0JAjBzlxVv@_xgj!R~r%U7{XS+^gSO(Ba1O4!6AwUI_jnimg&JR3%o
zrIoa}u2wlep)aiQ3=R51$w|<M23ZnJ1LACS%p~`-WhsVb>A_{`onDr1oT^^+L_RIV
zT?_=13CH4u3L?%(2Tk%`##jQ3A!O{nKE`yZ{z?ar#rfEHoQ)2d<OpLc1-7H#%ReXV
zvFR-wOF;R_IG@(X5OGF2Xp&Dd#xh`h{QEI_`kYrVzN%uRh&Ur1G|8_q#&TeM85zav
zi>S^S2>QKO2KCQz$`~ZhNk>icdyI2FaK4M2JFky319qU#?G3tJJ;}LqDNdV+iZfGy
zN&bp4TY>o^GLK&$bG9$k?RR;CqTlCrJA-0I5`Q==3Bbk;SN6vh2|R3)bd#*(@rc$|
zfTT2@?3!Jy9B$nl9B!4~4d~i_s3da25eHjNIpRbq7fV83S0tS2PplwLsQ^kyQHuU~
z&~NFAV0EelLv8WB3f04~VlMeOccoB;`b@HoCqJrQlwE;Ou`S(UBhs8-2sbmxGUh=Q
zpeuN?F>jf$mJPJifzm~EfX#;rkn%ht7xQF(D^Kps@8Eil6)hBYFcV!oc|ZR+*F|>C
zt=HCpq0KZ#N`2{6$zt{8V!`RmyRe_0bWWbUSlG(l2R8N7HYcL>MGYJ`L2WJun+L9G
z^Ru~=nNKF#d~9ALH<@7bWOR<Xfa6Y5oAqGx@oU+Pp0t#5Jjgp&yo7r<!PGgjyyTqm
zT+B0vRDq5G(o(vJ`%Hzrx73mn`D;M_TZOcgS-5kc&d$H7%Cb%#v#cOxmSMbMMK6_Y
zoux_=8%>hYayuESswYQpOV75ZsnWw9y<FbR8SSy&xDOkw+qqT5*$`V{dm6c5J)ROf
zwQ4DMdlHtb?BVRBv94a*0P3u1<Y7Z8DOs>mA3!pbyo)@#v?kjVW2Sea73AcC9{mA^
z7$@A)dTk?MJ!xcv&Br}JPTS@ij^HS}K(w&2jd@0HEqQfe>r5!^Rmzs8J-M_ezL_6p
zrcY4Qt!(-WRa=wevVsP#sk%-70-NwFR693{5An^lMs;sFPfpdmUFi3EgXTWC9rgyj
z{*cY=AMz-IC?FjH#88(f$Zs&yXHZLa2WU~uLlWIjChC@R?<70Co}ysu8o8C=u!(%R
zNJngoEg3PdRoyvNk+|!hFuISa>l<T+qP_J^oc=2|c!_G+l&s|+O9r^_P)l|~@b5qr
zIeL>zpP5cqG=mtLZRDsy&~9edam9BmwG+pR_N;BHSpALcT6Q?P+djb=D{wN6X*~CC
zY;bV3U@ew=73t)`hT4?a4;osy)rd7rpBiWo$P8f%dDdP`4&1zmhv`jqi?!Q9)|_<m
z<;|VhN~ot3X&c$Jyel~g){vi9u2*j;JI#ydR+Q<-n9m{V^8>eOvWH`S&`fqlOIGrn
z{t$!RtAs|=3mS&WK;tU4VJ9^_)wn?a7@P4(%<u`d;r{5lrVwYGjP=IDhTHIY425!l
zPDWdsn>c=wy04Ld`UH8crJaWtnaRdVVqaaY|B%uBMWN%S$nvH_^788Q`Y+hf=P~Vr
zU|@=zZ(WB5vQ}4;N81((=^DEDyoQ#a|Hfp|DEOke?Gk6qMoiKgA6v77&(jdD$flH#
zYz?VcJD1BQmQD59e&AA!(fx2_?HFIHfw~J-&!*2!NW|d;D0ywudd^3Kx#+e9!Yxc(
z2NTyGlR?FW$Zv0V3tJgvvj(es=@{5jU{@`Hk<K-ooBXwNmEdNRJ#?~mA54}}VzE;8
z22_l+>_s2G!@wISVgvEz`^{#Vzn?}VODTYW!c-<7ZE=%7Z5f492(i(Q1J41<qg+7-
zG*>SUsH$CqX9k(Mtyy@ENscmq4_uGGr?z?cH#Ef3wcdC(h3@C!?(w#2CC_Ter(M>R
zV9WMa{(Lg{q3td3dXBE$4SLR~LU=mHh>ONTxTQP5bLr$Q=LVxzdu3|X^!%QmrNz`z
zHi9-<*K6ieg8Ri<-jW1<OMH{#wOV>;On@R@o4BYc6cM8|1=aGRw8hwxLeOT{tNc0@
zM+;dm-<}eS(d<sb=IwOxElkcmAgA$Ka-x@aj_|_WsKg{6)Y5zFz3_J*ov0+u>Hm{7
zxDL}vbCcI1Jj6`>jG8JvL<d>iuewQI^d94%(UMzyhlOX@>{Cog7-m1M^5Cgh$l^=f
zx$9P5_#K;gmQ6eY6VIqTcuGr5K}UYdI}y^fNB0FE;Y{Cv8TngmE@Sf@HviF*#lu52
zGj#Aj4H^-?{y0Z^oxY&U>xsx2(1lm|&j1TG!V2GOZUBQ9wB-Hadf`0w(g6K^Zyu=`
zY2rd8FmgtyhFQ?RP={xswGyA$Z2{-cxoW6>GHT-*$?Kyf(0)Ez1g$Pq%&*fy1{adH
zP=&CT*=^I2rZKDWpTHg#;9FH6eClw4*gJG&&zOyT94auZMkLdl4@y?)AaN~FlQkJA
z0lQXUSL}dlP-$fM^3mP4g`?OH_j0)v{wN<M<XCTqs+XMGUCi&Na?`AGC;4zssUmsr
zRU{uq$qP#*uoKn~diz|SK5-OZbmRmN3PA2|wFlTWd`%DRdsddIgik8&sDw}I$ca7k
z_-IPy&t66OOH_F=Rjv()PJgeItQ)_s{Zg$PyPlxB_0w;%4dl|^1y`o7vP_lHx_x_j
zE;D*+|4W?NECqwUz_RM<k&%%q_BE`^>mR7@6NjsPqAx)1IoOt4sDOfAuRBoX5`+B+
zB9{*SF)LFX>=FCAU4!`jEOLlU-PKGM+`WH%J_JTC#pqm+K9S4eT}Cd!rVQ?baxpdm
zsOYi}n`iOyX>4}lql8T_HaoC6j?IJEyo=2{*nEf0zpz;ir?|Wdn|a7sh|Q<E8RIkL
z^YC{lEZ|q!V8{pJ@Fls$A)_*fbm2ZK%0UG=s2B$o;-DfNRDgq$J1DV(k~%1%gOWLr
zXoh1*%0tUdl8yP>CVe7(FiyRdzGklCyEAhYUz3=t_=3V*#VaFobq;z&UBycua}{rC
l%+)FUM_tAH3v(5(6x3504~3!d%zk(a@OXpK$L?9f{SU2vp^N|k

diff --git a/docs/build/doctrees/modules.doctree b/docs/build/doctrees/modules.doctree
index 5f86b79f2523bda448fcaae2cc0c2cbcb3fb4c8e..11585987b1979afcd675a57eaca1c63fa0bdbd83 100644
GIT binary patch
delta 127
zcmZpan<dBEz&e$me<N!Sw}eDSNl8JmmA-yKYC*AHL1jrsex6=_QTpVG-0q5MFv*m}
zlEjjt#N_PMBE8Jik~EMC{gnLV$?v(Zi1B9TCZ?yx=j11*Wagz$>0!yq%*&oK`4W#a
UFHdT2Qff*(SV8e-A>Q|l00O`+1poj5

delta 104
zcmbOw*C@x@z&iCC-$vFPZUu#ml9GaAD}DX)@^Za`%94!yJiYv)bp4dnGW~+og5t@Y
z-0tEsFhwQ#`8maUnW-gdAVrfua$n)+NzF}4O^MIUO-xTMp3*t_HjndWJ>EBr0Gzxg
Ap#T5?

diff --git a/docs/build/doctrees/plot_functions.doctree b/docs/build/doctrees/plot_functions.doctree
index 2b585f215ddc9d9dc9bc3fdeddc881fc98721bc6..9348db7e3d4ffe72c9500b088f04bee475827483 100644
GIT binary patch
delta 9514
zcmb7Kdt4M(vi9^0&<!)gOYy-lfEW>Z4T~;_PkxD;D2i`LOjJNYrbR$dvuo5yu5a;K
zm>YaV-PIU1zIJxq7!5)+*L!uZigAs}#zf=QpU<qiH`ye6)mwGW^w0w%xc^K~_o=T=
z)v4+_U!9pV*9<$Z8H@{j)^9jy+#s=iP`}68J~gRNQlI3)(%F^CQwnD%7C1`tE1V6|
zLe|PSG)VvEykm?GU>`qK2c%fvgyfJ8@TYCP;m4r$ZHPLPLyB1&GN`Vjb7cEEKlX>G
zPU}pu&SR~OH%6TIVgLD5JT&}n0jwEpf%2{<XI{4xhG&(%+G8t&tyxAm*mDjuLPC55
zlOZqF2F39`WM4zOcEwgzg8W{QU_KNsg&Lsoa1yNP837>)VXU1qF5xXE4K={Q<?*mJ
zPG&DUuO`MZ=~a4?WU#6)bLiHr0O>^oG+d8^b;<9AEkd>GR}4QE)3?jw8$76c&AHn?
zib-1x5Ity!X(P=ZQEVu-Ri9|v@p)+q1f-6|@aLrtH8)|^y#~0HSt^}CrSJD)^=MEp
zb`(DoVZjN%W`e=Fv!w$DD1Sa&+K8@3c9z~ovvYH-2hf&T#R+Ohw6)lVI`I;j#c*-n
zF~G#AaCoxY1W~`NRQ^FDR`q*YfMn^}47ad{P@Pu7{GlN|4i3}=D1JuQG%({*IFxn{
zfY;Keut+|R!BXx@e3oz{te)OEB%GxALS+|6X3r{68Kn2=8t8|n#8uVItLahfqox`m
zG2Y60Lse!Z3xUQN-4s`JQ;cx6gN=uGpb^8H{EKb~R3FgCbNG?1cE`_ZL*>kh8d`#O
zc!x`1ph+XM4CpMHky6`9!i%M>I}3*c8M$<G&}o-C8DZOmu8^1PC;1sE0Winb^v!0K
zZdc1&xO%<cP^j*=gDvDTYyKolRZUvTxfaPtm#%QRzn}CFm)aQ*NyB9GJ7gMP2#R`U
zbf2(&s9mJme)`5!ZNHJHTH}ChhHnY32Min(Z#qGCh-^FFR<?yfQs!v(Ibw(EaOy?)
zJhP15L$f2+orsWb(ZZ%m*XfeLldWkE^`a3l+1M9Q_PkX(f$NUBb_|`uT>Ano(dF7j
zGEC%JgHfMra+D8_SXCQb{Z$-X@$r+Y+q67f3ipAPY13FL2T`usNsEmP(&ySsd|a1n
zFZl3Wdx50e$hFsec&<%E6%mFWD$h2pmW+q0EKy5}eVUT33u<jG*%D}0k!)xOB^zEa
z+30dGBZps{c9x0CdrEd6N;E0a2iEo-&NjInt!?3`A!`Wi8Tvc6m&;(LvE5ulty_bZ
zWVmWtk~O#!h1Lv{ti$JIJ+Eh%=o?S6OU|{!{>s<`S_9}mDA9C}W*7NY*IIrpgz>{o
zFl)pR)(+N=iGX)A6U|Ln^@$IJjr=VO!?6r0#FuB7#TUNbF_$ILGu9Kn9hJ!jaBSx2
z4st(VoY$)Mgo&dEuo3+6N2Al_;o9SKIf-yC%#T?hc}zZYkPf*J2eFLwhlAr{+3Wbo
zCJph0gJVJiUD{j%+0cJ%B3ncPY&-;3#cOH{p-Jt-v2)qGT<r$E+7G;_bqNTyAGK7w
zL8tayPOoO`Ld9G1<;D9R=2m29b`$DzbFC6h+f=)sP$0znblb=MK8=6*nEahsle-Z8
zN(yT`NPa@eEijF*k{=1|KM`v;t3T77$k$tNe*6(Rz>h~kfd>;)%&t)%49hKF$UYeZ
zKfJn4juIj^6iI|ZON^RWAc}SIgHcP`!-LmGuyn|r&_zxc!WpE`<kF|0;4fk8gqXly
zVl)LW7{=akenLEk{_%uv@(3|9N{{nL+;FeB+KKV32yva@@<fwdB(TMLYye`Xc*W*T
zdXCM5#glCEJb`;tk24|eji=z+Lvmg)tAWfsn_MHXZ|kvU#IEy-y_grr_N>eAD(?}n
zy?U4hVY|G-YV&jD{}6~1dIYU}Jt1UmK_Rce9-2&|HZ8`q>Io>+)vtICe#J;tt>~_W
zgfw)7#|3lcheH2-)bA19P?We!(e1$OaJ42Bcj()bQ<*Q=rX<L|GS3<r8jBKP%><*S
zHUvRNVCC*eGZf^JZkRGljuxoM<|vvfoKTuO41yg|QD38F>Nog7?}(>wG|%HE-_TB-
zZ=|jxWEL%zv&4i$a6)%-cf`@bvWH)NrY5sV;F#J&o+JSI%`FT=&;-3-<2AqJ;#zr*
zK>fNoil&;W_iKDxe$hO+Fv=0j2BT;s?w!V<DNP|Ig&pAoM?AX)mmD*2Q)n#05XZ^N
zPBOtpMR>*~t2<yLe?OmnN;3Yci<mXYP`}>F8er?R*Co6`Due|Emp;gqNk?3c`9WrS
zIN1NNoBfRxD4K#huxfgjkUKP;=VqHfBgT{185B6TF@oX#G@}`@V~R%XSRkw|wWo4k
zcN0sKeycSWl$Dj}iJhyObiqZqBhy~X?tr;0R>GSzhu)zJd2>@ACe0ft-*5;w;ppEq
ztweu?(}w;^+n$UQp5(UlWK5GM`Tx2nR`dkTAl85vqNx4htBU<}LliYbA&RQiOt&ld
zE5Bgi;mT^^%IaruWv6guS4&rRG`ZsZ*IlupD`*C}f){dSH5{FNjBd!4YVL~mdLQAr
zjTBDiZ?#qZkYYw$obA+x;B1y3+s>a8m&WZV=_trg$VIFA2;FzT(9!tdCxvfA^;_mB
zLH=CC;*WifU8_r7Q6>QL-;9KEhb*BqmJ4kgBm56!Uo`BW<72u-J0wqS^=GJ`lW4x}
z=125;5qD3+DFm%br*E8ArTZgyFL3U8V+@l<`BR%H4<}1d6GZoj@_H<Qz41aYFQ)b|
z7&^>Pmh$`|KXr&n1L6xk2{z7OF3m=T*dkV-2fd_He<D@VD*jAfj+3|<(I&XRpgALQ
z31mb4f@CZhC?FV-;v!nh{h=`@ftVI)wvWk^jtkAl^qL#JXm$w*QuIwr&Br`6H|C_8
z^^W;dn;{kWb6PYUMX}F#2^&r9GYV+tCSEj&)=^NJq5f`ObYh`H4h`V34u%8E?GV$$
z*4iptBufCNG=mnOmg5947J+=zGey#a$SfIiAqGY+33HdwH<m=>Te*2j7rDQ{3`9(d
zCT~RfzL2uqz2Bvy5Z~{Tmd3KNkh3&O9xHG;dK@vV(NDpJfnixNn+6@0Mak0ycDf$x
zi&%$O><7zY*jsRJnN@yE;1=p}eu!J(6*qbLV0p7ZY}6xYHU6CtifeO755QcB^tv&-
z7LXRCH$uAla?%k43s%Hxi$&_9oX!<8lTV7-KE>HQ);}0U8a&oNer0UjUrE|;LQQd4
zwg1?%nfWDA)AK7UYZldLX9!%ts$SL`PXzD_y}K7t3lGihl|ArWBXm`?{7{(jzj_=I
z!24ctdsg+po$JD?XhkvcybCb#8sl=E*dOwxcip+*p0H$fEQ^Ag)lo{60Cx2N692P#
z1;($5?U_apm-FS*E4k}YztB0)1*~cx51qvCdVAG*drdschOo8Wlx$(lNDp8T0*848
z9$dRbaR|s%4+sTqGC{O7x!7i!P;fqLN|Odk6SHd_NnKO`>~-|S)~^hvD(l6hz$ewD
zh~(i5y)rEves+wIcG4g}=~K3oI95*o=2S@fgbTT;OdT9sA0gG5VB56WbRqU|g#6IB
z(1)mrGRDn?q`O>$n@!y`aSm~lW^BQREFQ;P?cnT2n<SaBz}v(zmv->*7^f5m4<>Wd
z!Gjr7vsE_aS}kIXH^E-pSwdsz-~lhhhVVlET-S$E^M}}wG{8(N=5{5+%w5Sax9!Sk
z?#fu5E82<ONV7)lq>0=Y!R(&Zmrm#l+Cj_?`^QbO65d>{*hd#45ou=PLt2u3XrhBQ
zjY0eo{p=}ir)P0&8#&F7;4njwHYmHvE35iGxtzdTSl8-><J0YCH+MK9<PMXZUCT6L
zX@_X)XwgWaJh2CzhHZS5*n`<Z6-BUz$N*@VlVBc7yO(%^DM|F<TbxDEhimkW(}!zj
ze)RWnTMm={&&*Gme<Wi#u=;Ro=Q5|H01MFua}z-Ix4@?P%UCo-y`LdPSm-c@b%x73
z=CMBXNbYUnna$5pq!%slU_nH)gA|tprw!6LF5!8Sf(N#{_yLX7*+R5|m2%ChUh`aU
znq3l{Hb~38XjV1NXmZuAUM9U?(6H-u$&9}y;6eD0m|}RA@^_fAJJ)Kad7C(cKi;}H
z!}n$vXIP@t(Nn8>)PnKFGw@cIwc3xLq93*(Y3KwiKloU=AkgOtEwbp8n1y!aGZv4Q
z@}s@+*ooZO+fBJCP`3$XH@gtDP2RBR>HRen<GWMUzF6sr1$OU?l%EJFgT{R+8j_g9
zBk#yT`*Y<kf!xDRdI*`<K9DBU2>3Nz*QjW3{k6`%D>O^A*vHQxfOn(8)Q#%gKFx(F
z^(9=Xaww92B`kPBZvpN6IP5Cc>}4DiZR<D^wo$q^Z(A!##$BDt0;z44@Pf6PmB9gL
zid4c~(rUE>HF?x(w%J2NZ6L32wKQRiQtjEe9t`A-s}u3=Q(~>c?GJQUxQ_#=T8j$z
zAx5gzYVBGw+V{{BYLoCnZBi}#_n}(+B#++a9%&7q<`M5*u?g2L#~tC!oo8^y5TteC
zpR{m>1!>M;AAatzs}FxxUx@FZA><2QXzRfXmTT<F$(frT8RvkiBQc7r-7Dflyx$u~
z&#BjwMvI5o?6Jd;c(g`-HHfG3D{%0W2(T|{ue|}pP{svmHCrwbVk#F~Fu^TGG-7H{
zQ`trcm2FobNXckE%A3B!^rnd-eG0bKg~7S8CjR4N@-RQs_wGWh`r}|m2f!&s0k5HN
zynxp@@7HZ+cwkS~;<38Ci|j&`t#^L|PAXuW-w}2<#Nls$gvDcZlZM4t;|TQpWHCFB
zLmAQ;idQN-1<}W2uqhdQJdWMQ0j=ZHPSkI}?&Im~M-I6W<nHcH(brV7UUv}h!Rmr|
zIo*Zh*n@2k;yqX$ny;&;N5~t|gS{8z?!hj9TBXDX^DxB)Q%!BX2^(<I!n!+$pR`L#
zra%oOl&Ga?^dvHiPA&Ted(_f<|Fw{fgNjr0lyL%;ODMb9g`iqGCRkrfN1_<7rA4PR
zSqZ#<IzuTD$Wjj^)l$_f()r4tw=-px09Cgzk}B#_GO|6?ZwY{cGqaQ}LUyyq1k`eE
zpb1>m0Wp+=F2hO7B0kFNXO&k=pz-W5Jj1h{8?1aPra0*_1(nw0-jQFPt5U8A%-0?m
zTH`M{Mk7-rgQ>Cex+CaTc{n##upo>Px?<8rEgg!^f3Nt5@N|$vng^D;9Ak(_U{8M*
z&us9I&$=l#fr=uOT~kV(m=zxU#obVKMkyZGbr%xwIQrOy=ak+8nC1bb%9QFA`08Iq
zDI*0W+XF(@4JC-SBAxNa!KbvkE}zM~Fod|y*U>j!Y)M~wFf}n!_h8%?JHw-ki<G%y
z>N$LBEe)s?p$z`^DXpRb-o?l(NR(dx@=FooFhUZ2h_mie0F!ocNp~x=1EQ})upQ3S
zFZVFE12V6su-}q5+U~dowKeUIlfF7Eedej)ELU(A-n#rxc9!G+{B-=|uRoU_dE$TK
z_@A5uuQ0}b;tGCvx`KwQJEhoA^3}b=$At3zIVKd{_S~PZd^=Ve;1cdf!`SPF@{Ox3
z(g#*uOS2Ecr_})!g+-O+g_9jcj>$DkReq%W9A>}RmZ_BS{|DgtPAK2A@Iw1<3?%-~
zHxk}ZhY=M@Wkh31TcG}WjMiXmB5(MXwE`dal$M6jkGRn1MnCKs%P(2!zYxyNH@Y*n
zlwiF3z^H1!&A#W_4Jf2R*ad|7sAJG-$Q)o}W1Q;Ea$~1X#WQD?S7sz9mlu{-CYAqY
zW^q|*Qdz}R`1$UO(cQJdDfu(=XIA7-o>o|q<S3k3L=wqU$|l3h_b!B)9n<rt7EUTD
z%b(&Xomx|EEOC@htAW1XJ#RJ@PA@2&GKmXR!W-ZHO-^f18CL!De=X6!lHiUJPXq5q
zroWB<U{LALE9x=)nOUVj45&BhM`ij6SbYhb9F<P@)W1_pLyTSBjxMXaoWH)G!~P#L
C<XZUv

delta 9734
zcmbVSc|a6bn)g+ALltxbjp6}Kb4EaJqbwN5BfA=niXcifUZA2_9$-Kn6GhF8MxzOu
z56AHgI6;gi3U(%rj0TU<#5j|f(Tv7TVqCLvRZMh}n9VU}zwf=S?kZ?UcmC<>s`vfA
z`@Qdbud4ov>Afo^^D@hZ<4xwx603!#o({h$Gv^jRwFoZvta6Po`LT9S;o4WhF1w{m
zAlql8UkXb*g~82`cYO_XaaD!pvvwn{rJX+XXFJ<6GDqHR_t3T9Szv*aM<Tr%z6d?y
z0$lIKpESX$lkJ{QOxnRx)&@RRGQFa_Wa`Z6GpE+9TC0>V>NBTo+WgriHR_vEhYo9H
zd@yx(aYaQ<F8ti1iuprTa-<Y!f~L4gXiiR46jO%|r4H3%f_X(wI5Rgw>TH6gThoL7
zfpE@4y^H^#Jf#aWxmKk-%cNl@s0&Yq+H9E(aScdIV$uY9l4f?O<A_Zxw50n>Lridc
zXcF8`-`RO3%1}RM`12h7`$YVMm+L0Dl+1i4)si|xty@Wz$Wl|ObM2c(m)(%|5s4Fm
zqLOW1GIg&Bs`J92=+SY~2@}MO%8`z8J6`G<1hobJ(qZ>qSR2sxs0C7!3G#PGNLx)%
ze4wjI-DrZ`=t4&m>M*}FMeTw*mO4=YUZRFE^w1^~9EpyAUH`FE`CoeKQ16h{=~7!|
zH~Mq>uT79Pc$O4s)|@5FX2BC0v)4$`^gJ<E{Ry4BO6AV}JF?}@&Ls_6aR7xlU|vpm
zsDq%~HMylxx$~!}X4sY!8ytX$q~$eBY7$E=YA-V^O?F6GX7UsZgUliET6BAwJ<%P2
zR9n+~wh^c%Ag8saipr;INVbU#bgE{O8a2#BYM9~j)~*s>GMc;7<&%^`x)dMCkh&3f
z5p>y1L6<CMIGj2{s`T1E&uzPFS>Mh~T0sMpFVA|R^E}YoLt~Xw!g_RK@quJ0e@nJ)
zBAvJkDC~K4Ii2?*PmxxQ^pB@iqnW2wR{vZkogz;RwVoi+BCUR}PpkEVego59vBUm>
z1EmYxX*|8W<m!2|C%wKj^YpsT9jT?)7w)?-n-N6mb<xbz>jb$7)9Z+tr`JW)MVDUZ
zNi~sP$IM!K$uSmu>QJM=J|q&BC3a$M)ZW4zkUDra>%|H3E_6{c3E?Dto3fv0Lj^G3
z7OP9H2qbBjT!Spo^oMStg9v_~?3!qy>|&FVca$-?##=neH4}-n<njviom{CTR3sOw
zLCJ*|N-n%ma^Z!N>rvv)lZ$1-t)V@nGz;Yx+vYKTv(EVL@R!G1*<L<&%Mywiw#SR#
zOn8=tzj0cAIY@}euVbDxAwN=nT_Bh7W$PpQ$MfqW3(v1{BdQqtJNW|E9Z9x+Nh*jG
zYt*OM<(|vn(~;vO=I2?xyrgOeKTNM3tP4bs>LYdZBQI*173>G!)-Pu1G{ll&{HTFa
ze?Ocv4rm?~CjY_@#W~buI6tbNlqa4)T#&8gx}W2dhKE@&>?$Z`DzT8K;|Q)A{b2a$
z1olgO<YbS-yuwbwZdUH`k?`i|RJM|jkB7^J$r{V)8p~N@7PFT*%Po4AueWFE9v3YC
z*q-GU&Qd~4>l#uZqqo1!=o*|v%mi$#L;8|}gmdVch0h@q3HC109mr@ghi+KhbI1y3
z$F?Y6(TGF6i4tg;_7NGoA784k13bB0xhu$jBJvFDkAf|&eb-^!_&>^4f6grcnkHr1
z+@ls6^@9;_$H9^bb#ja#i9(W8yNVOiO%{w~5&lqnwiEnv;>frhBJ-bEQ`&j0xpL;5
zlA0AY+8WM>9O@$^L{mXQ^uIxQQCx6u!M`V7Fql~oJvkgICfQjY44>Q;woS6id4gh;
z9v^`C+<V}Y*$l+S%QFOSrXClFxDubZtCJsMRbVS}%2filOpmi7Zn00?j-rRy26zW?
z8w75n9%n-w5H7Thok$A<r-Z@$Vmo^co-2-(UlZ`XdUz1Rcl#6@J>?1cZGkwUM^IRf
z5<>9^#Omb)zp3_)8AR_1AcY_mDPy5}x<$fJGPS!F9^%p!R!m(ie=TI(Mj3|icSMSt
z6#g(=!ix8IWLYq8+QZn2)lW;2{bin33VfiZK;F|9Eww@sWRYp@)50zxB@g?MlKFD1
zfJL{3kt_#?X+}vhPOzxxOQ@Xs8UE1JF<M8We)d?0n(C}0eqG_6>8s@7LgM3GV&f@~
zqFs<;uxzmI$c%JW1h-}+%0&V+rLCHs5j4qQ-FVHq>e5Z}GXl1#EsSK%H&{2GTNm?B
ztRqol2@^xXV}oB(6Eq(ayRQCF4L#U(n5@oYdr)96Wfw_z((>Gt9U-Y&%<3*UV8Vte
z>?9H;J*02kuHjnIuC^XSE^ss@oE-!E?1j=XnU}K`gVBdHqltI_H+HjI#5?Z3yjx{n
zw_8b3W8E&F9~Wfk3bE6g@09!$Z&N6{TYd?e=Jt_76e`&d^M254hbY<RDP?7|^$nqW
zJqt&_p$b&9@q#s*wZgixO>{#g``W#2{OrJH=}`q2*u?uA*$;Kb=A@r;e<KUIkz;)r
zIhq?e<zFz;fkvVVWF%h5$bJx0u@8SgsK{ivLeGtQDZ;ExPD3Q~D-TOG4`}5&Vdc69
zuyPl-a<>mFafgYaeB)oR(ur203S=c-$jWtaV?hi4l9eyGt<=_%LozOqu?k;49O^+H
zXTI6nMFUAvJ?7>1BneBR{Se3<0{GH)7xET)DrOAI`$6HQ@a6JAczscsY!_s~kiRSv
z@`^fX3u`QrTA}#q1PKAUC5c#kM~XqMYz~=>ch{*_^Le2D2wy#&YP;d-$7mK)FPDu%
zL@$>^|9CH#6F|KjWVHCXE<RJh*eI?++3!-VxulZl=U!{u&t)&R!houQte8_Dc_r26
zrB;gq_>LjCzLG7(@jk2q4T#dZy0QS?)m77oyar`>TC#2Us7*`e9v=zLhICw*Xxz|}
ztqGtmPePur78J2Rah^x?JpbCBr+ZxVWS_O?dBnq0>&c9^(Z*(K0N>c;28gC?XaH}@
zrjlfDQ&vO{6iwN%08dlKR?Jj71@fc_4HQk8PxltB^pk=Ed0Vw+<!PmdfFuS&{-O+9
zG~GoFlQHh`f!?xX&cfOTuTFHv_ag$|?G+z#r~^p2hm#pO^$pZl+8pG-EA66H32Y41
zt%_F02pyg<AgTQ;@Qut~oxo-zvQt=3U3)iMaG7i1;)h&R-(0?19mjqJ5zjl6UkT(2
z1JWOn%Y7sFK0ip=E-+gS81mb1IYyh*IXK=B<+FskeN7(9A`CB~61ttHqb?9JuDfew
zro1Bro-_o?j^JauKw<Z@;DrSCF>HS!TKQNYJ~gOFjps#!S?7_A2c-9liPG1B5MA9V
zEK}##uLYZL4Q!|nz3rRLofi{X07O;CC;?WUj#jHaBd8OVt@@1cC~%-UfyKb3>S!fK
zAma>3YC@xYBNwboVA-&JU9^%dkbMkDY9q6JBYUq;W+S0^eY`SKAoC5#5JZmfjr?i-
zbBZc3r3MTIWg5q5S#bWoSwLYq=gk6)sV)nMVGO(o$ux0qHBMK4BgEDi#8Nkj<7tB<
z;6T$zX%`LhgG8mC$epx)`s%r)<3yQgXu5(h=IxrU7Gy(Bm(*f~A+7~<p^oH`!953&
zh-Z_#>ymDA?uL%UC--Ys-jQ4*UE8%?#=|&fgP?<vlF8=nyR^f&pGg^h)QUt^TQfxO
z<rR33-pf7RsGUVUs9@uT3idTvziAWQkfmST+fwSi`rF8l_qX&B)Ej%RM{M`Ev_M!o
z#)qZ(Hjkx~$x?CZ_@I_{MN1!n&$f1xP#ZLqE@PYb(uFL|Cg!nP`X03EJCirL7kFn<
zPXkG82Q+T)LAi;IiL!^xa;UG`^aUjXpVZs*or!Wt&^43OJmrG=!UH5*EQScdX`odl
zVzPq|hL%!i5=;w|=uDz<UOb&*9Y&Q=JSl>ab$!CFpb*iSd`|y(XY#pgd!36({~(_Z
zwSG@(h;C$0+iqmijzF0DN`HnKyekr@8}U-BfkB>bBo@b=keBa}oIw;6cT2*;;hXv;
ztdBM-X9e-OAr6X$&|~94k$YTpCD?Z3IPXei_t{ex)Hd{z!h?8IQs!YhOV4&md$#Uz
z(U`1h&vq8EMP+LnQu$Gl(MUQf3WB`d4(WT!4LmCP#>TsnAQJ2CN&@lL-Id(2dAgF=
zJ<rH3G~!SXqhxX9>dVoxXlR;)uruij>4yU0@N4_!4+Zorhu*S;@PnVzLK2ns_wiMP
zZs&jL^<<o}fqUcSYXW$K1F`S5xj|HIuTqdaJO9s-k}p_0_a;akg5mwWQA&qkuCWx%
zbJGo_hUBhqXvw}Oln8<8#xYi%j$yzW<7D?K$mi(gXrJwXPQlA0Ma%#+kY<36-JkiO
zAD;ou@Kxgs<uM_7kU?8&MbMdAH5f;Oq8bzuxs&qOXEmrKN@F!Rh%RbZ4a$)X--4IJ
zW3Gj)9EuKPvN>d{wrx|9!cYpfbJm8}GCo;vhQ>dHhi)c4?^6l(2lGnsMzFUMXglym
zR3(bPb9*b;y9@WqyGJE(dz$L;=3uG>Y%`=cCrEg+zU;SnLuPKgr<qg-Zatuxt=!C3
zpJui_XRsY~;yL%cBW+#}NFlV|a4SPX{{L1|FV-roY$Yr4sNsp`efUd8ULzy55}*cC
z36R~J(-}0xD?lMVPhti1Kz6@ZYKD+QHS&ZIK8Kz}r6Zxu)TOSfFhpMt<T-+T7AMzD
zSn7RB$x1OF5T%<B#HWA{ii*%ovtF$Kr-P^>*zS0icS?BLtk$3)Q4%)LKVA|xgzy&+
z87%`CzTcR4<Z<h6Qb&}9cDtyYw{7t2qXXDsiU)tK<)u~+h48YFd90kB<+e2Tij>~x
zVbaRNX$U<YhesV*$CKC%qLEbozCe5Ra22*3&t~6y&{sqFX7n^&#9_Ws9&H?3LiomU
zcZgV`>qGbw-GWx=mgqxdlvrmQLOe_KdncAFDRv&L9(J7jc$)9S<WQF28vb^Mq&zA}
z2iU2;TeImdY8aj2_JyOTI(rUbTTlI(6~erCmnek-FqU{{*xUeGhezA>>u^4j@ztW_
z^gvuk8cz37<_Kh&0ZGg7ET2f%*gwC*lxhKb!Jr@2iq$aiy$wpO7~XE+NqfC5#8V{M
zYCBIdx2l9)$p`)UqWi2*;c({t;dpu(d1jDuQiyoRAcEH8Klw&}bY{77Szs<1Fyz($
z<QQ!l=HvK1wv#%?=5lTMae7~Fiaty^Q1aJrmB3IQa3xe9McQEDE4Z`XD873(nMJ{!
zv++ul0K|mqqe#2J$WVP0!;y?fas9az+>E|;?ja>hAhQifT6uc;Mn3srzLGC6BMlf*
zZy3jD?g+>6f9?*_unS>CWG$ik$P&XGI~`F=33l9Ab%US&wnAAVWItn&O)Cx3&_@T=
zG$2apS|WAQoY$99SKWmKChaCNV;${|L2g$^cOnm7M|Zj$7xysyb|wGQOzC$9-_#<F
zr;-l&_@H#|0hyoCn4f_$pZv(qaNd8pH}4NVJulsTK;A!Synk^0bcr$c184r-y_r{C
zZjcf?l2;6SB%fZ1@5uK^@g32@#vb6g{~9gzCoai~`U@I%sC~eGWqiUwywM--8~O6D
zF7Q;VBj4TOg?4xG@X3`+65imR2TvaCSLoDPORm~b{jO&lw~N=jwKR|<tq!Gk<#6r4
z`${|ky1Pbv(Vfv_-8UAPGwyfb)&@^WQ4hhTt6j~bQDLZk%gIK&!vCk-935R+Sy^7u
zCp~@P!i8z&iz-XY=BAZBH6wjm$%6FqlJW}J(fU{yhelM1uMaBHW|mY=Cn5;Ac`n#m
zGG|K3w8=B)6wfHBs96o)-28WV?8{cUcPC2IwQaxA!mqK?vNz(FA1ZzIgI`hL4}EKa
j?}G7%UKp!GaYLojF(o$r_(MAbwI1zIce_U3DrEl$zrt1@

diff --git a/docs/build/doctrees/population_extensions/HPC.doctree b/docs/build/doctrees/population_extensions/HPC.doctree
index f5174df626d3da5c2236f82791250c7e84602a52..c4697939c9cbd215257043fe203183ee596f8af8 100644
GIT binary patch
delta 8326
zcma)BdstOf7H4nZaxeED-~u9Wc_~SPgJMbonrUiHI2z7`uW$sFgu_!nlMKz*WPOYl
z3%nDKHuz3Ovs>ZJXkbm2l_-u*X(ecmjw5}eX+BDG*4q1?d(7|a-uUCN?>g(Tf4{x<
zYn`Kee7@W3<MX_4!z;Ue{=wmc<I$mm`lt6#ACO-<uX4bw{CUYU3QO}UVBoBJSmb>K
zzMk(^!PjB-ebvA|f`Q>tKj-LAj_H<TKB21~$*at-%!tb<ug;iRoL5<yk-HFj1*gG6
ztHP+21hrviXtQQ3qwmp~&J2z>gCAlZ;=s1h(aIzD*lJ!4klG`H`8pQ$*v&opxfp(l
z9d`$5Ev$(==UFAtkrlPgk9E3t)gB)T?f0Gh1!|7x5;pok&aIyvlC{v)?@ciL=vKks
zk&}GV8@`Wsqg6b}3<vEth<e~<w~CJ9LHGHv&)oyeO8d&QO0eTj`f>yN%&jZO=#ha&
zPdXu)eL1`_&c`wRH{UR}7<OkS8?$}Ayb5e;4U}g^vl>{LHJ8`;Leu1Mh&vR{o`qM&
zjfdtZ=CSQ}Yi|+STZHx&U3(*Hr#POT5X-{;hi=t!j*m;!nj>2<a8)F{xZ+{B`rEZ`
z*@G{#&5-lteC7`$Cq=`EiWqJ%z~%UapPNc+(ZbGpp>_;hii+UT258DiVgrPEYfMiP
z>>m>Xag*ZMLnxde1RXJT-A2P1#2;aRUY$vb!GLT;6?hj!tKn#HbukPZY=Xs;W0(Q{
zGC7ia8Q^qxUc@X^n_JMYV5QJQlbEp#op>9-y2J+NUt3_>luly>IkTzdq7Tm}hFUlY
zq-qH)o?66~iC4MPgWy!ApJ_3@j#jw=4jt{|c;cyS#$MGFv~g;H%Q?}k!4Wvk%vl5W
zDT2m{*I~bU#L(D6`E)<N82jGQ+mtNFcA@KKNM9)_p-2)YhZED=jUUUdesphF4cPw@
z=+5o0c<Uy}Ox(O7VVx+EL)=9zF~nU49AX>e@N!<a`^?@2<7Za0??pfyUduI?|5~?`
z=A5EyszyICMkT{curt38yC%lyk{qL0KYfgh*me?sg~lks@$%DSm?@dWHnpE0oL-Wm
zd`mr$qtn+9ni7*OS6qEkjj+2ct;Zv1AR&*UmVi78nhK)Ww}?0sjD_pnqi%vybtRwX
z2YG+WuuP%wViep%CZhnzN%n`>;z_&;`_}j%FZaWQO%S<TOwA-kcc&KVysRzh!>6Fh
z<Ou#d#EHq<h+(zlEut<+%oF{H7+6&5Fl{BNP2DVc$<}o?NM0tAM5a%X;AI~QBroq$
zOYrh8@xrtHfW?o1obom9SLc>FMf`I?3qR%uw{N?d=!umhm1BAj&Pl8{Dig?(aJEaF
zw^2vKd5-iY&JKz5i>eQdW~0Dqg03Y4l_R=}!6=5m<E|hCGb|4ECCpyb5-@uiDdYJO
ziSy%mufeirH`_<z{7OF5NW;&E7-2!PJDl?^u&a8AGK6|5*?!z8^8Lu?Ca8HfmOK#N
zfkqnF@Lbf>@IFp967OILT5>;>{V^0u7MwPg(hHkfEFcfkwF(7fWiUxxv1pbrMTx|`
zj9LQoGJ%;5g8fTJ!kq$NsHxfPKJVAUk2MNhTDXv}6W}e4u0ZZ{Uo-TD6?H=t-Adgd
zsi3JJvB(U$iz9iXq@!Na@jgb-=-5HgBpr67<0E4S32f?NLBneO?Wd9kJ4qxB7>8&$
zhZ0G{d1?t7&Py6rJN7RvXWYvqCiN|sY3&KOJ2t$yEC3$;!!Sj+Py<Y2e1l#Xz;8(~
z*Cm)fCLK%www+*ZBA96CN(hG$OU;&>uF$w#^jeYDBLg*Mr-xEYbb2VHtg_)AeAd$;
zE%~KIJX>O#KoJEUwH^+C$u9+pfzmD1nG(~8ZDy#ejpGwcB4@{%#9H($de#PMCPk5h
zG~OiEqOw1JXIep0oB9XT$2EGKuCo*!;Tk=jByy-`3eam&AVIIAmH@pDK}Yd%Cb1T+
zT(!v)_UgJo7_!+0(XV9lJ(7dBTyZ>cP+j+^qHC)Mbo`Scj=v@G@09qzLa!SB0~A5x
z-!1W{)}J<AB&kikAo0JU>ztGLcaucoKS21yy!<u%j9LOe9;0ZHdP5R0Vzq;P={`4e
zn|$H$Y76|szJ}SLX@fX|S$d*FXCC}Q`)6J)We*7ZmnTN@{{FOQ`O|qT30=*d0gI!u
zSf=a!qvE~T(~|u01cRqDi=qcr6H$mqvVChF;643C8d?2C8kLhb=XorVIw@%k^#|+u
z`=R;I&l?w#)TTa%u?8w3x=J<rNlaEkNg`RqAT;3tB{GfbsU>Kvmo$d>i#(dNZWlZ0
ziN;Vk`Pw43(?#JnSD;#twqq4tTiq+Mr>{@p+a&gl68k^VqlSGid6(F?Aa>l&6E;*D
zPm|Q9b_(p9b(JqA_AMll*f9uUzlIWt{W`S-_UjV+W{G{}DnIym<2q0CD7VQ6TDO>S
zF4b_WS*(wWS&Qar9!cW`ysudtc<#f08A<#>GcE+t&=wQMQL=x`AU@g*6I!#xFa10p
zXQnfeMUSS&g7wWMFk)LjuAnE}HvP~OZkt8eA&tLS>YU^cac*B{swRO=eTIUjC?@@N
z75c!u@h6GoF4io#TZt0M-70Dc?pB$_^fQ@7-W=TVch==TZzeVOfGImS@Yf}0n_N+9
ze}Q568*_P^<ZQ3xtX<~}CB)g6k~8|HbGAovrbkm-kh48}ljQ3)$(Of9=c|P}Ciz;A
zd_}<m$LmHbDj;Wp(9seNbnR)<wJcEh)^=m8)QHwJ6sLwanprIHO>VNX-UV50k;D#0
zBS~y3wFI%L7C~&2Al5PbojS(Gqtl_5Oo|}JrS>cLR3CgN7%uGjJIfcHp;ao+BCd{=
zLO@qX6d-4KUnW51qX!Ftpv{+-vT1PnZ`rKTWsl1yT|KwD>`_4W@3`zqaJN0|9mNj2
z>_3tAU%Bj2K=v11_9VF5KK|Vt?xToV;)VZkmIN!>EMZ>I+4dldgRIsG*lz2H#VfC~
z-|el>@N{XHD(xQA?NWtZwy;Ze+KHuknlrjZ(OFh=P>4(Oxc3I(dcOF*NIu3QR_5mv
zJzH{UP-M0|X2I1-+>{-|-?uW;OQ?oauAuM(_%9eUKj~*V<bBX=dR1E6$vQ<@O}}Es
zQZg-9fZeb`*?}yqU$h+<Y}`ukqSYL@b>Iv;fTCoRvjFm*0&}vW*n9B!N4q)xa8^Kg
zD>@Z7YctymrHA8T!NH~M(%qKb(y|*0KVHM}hh}-<Ud!d5%w>@<@<<}x)3vx^0U~Y~
z<bT@4!oYfXAP)(+C*%u<USOl{HGEhaJ`C0EcJ{C^9QISgqpaj!qe5v^2-}aeutH(<
z^xZ~n9ZCGJTE9gt0rR-6Bi`sNC2WF`N5?aKN)S}GFs=`9a{B4fR!nkwm2$|)9hzTR
zl2{*rIon(JgHBD(Y6Omw<SYbIh8vZ~TyvMQiuR)}j3B4}X=;h7e>woCzAPps9QSbP
zy7QSu)a<h6o8aw#jbcAwCuLFTdVu>o*qzTtDc1>~T;olF&ihwib{)x!@K!G)O1x9Y
z1?p*T!nQNbuLg)s`0W#$O#Mk}Q-2jGa`X!MlqsATD0Y&oKZ!!9N1=s8J(^kq_2@vc
z;9Ut2JIS&yJXF!1I%S6LFAMnZ1I3MVYM}cP+Eb@;`CRNy<AZDt#C6^;mWdK<^;4!&
z_azC%k_0M@o#~8WQ-O6w@+T1&@~{Tgw9T}bOeDrhfr5v9U9Xs4C#g-{B6*mo>ui)f
zOd^RZ5b^LXN+b`h)Dk?j3Le-*X!?)y271Qx4fG7&K)+tdPY5zB$6bLu-av(+yn*Ug
z>Uqh7xPhL<8|b-6JPr{ThXohmKVkrli}Msra&Z)b&TlnZf&>kCsQa(jB$W<b!!Jl=
z#8FoVDOB9Nv>s?9iReu&K}7E$N(k10M4V;E+;4RsUJMYon$rLNmJP$eLoI343%N~t
zv>kJowweiTSC>FzcM?y-&Q6ZNLw;BHjEFq+r$Npn-x6|a5DtGI$MfHu<i;`*Q&CX^
zK3LaNCGb>|$P~y75(~gGlt|>usU?sv7s&bGATbsGH{93p;^hR!)(K#ZE*G`#>*nyy
zbp?J%4}kw%QQ*{-N7>t=V{{JK9ptL8HB&RmqI*?$AOX90qXgd|z<+@;HSjwqz65V4
z@UkeJeC<Qy1$tvs&pYvlaL*kKW@qbe6tP>vL@O5GBtOyWjvy=+C&1wwv$@p@`w#p|
z+gB8;*jI3Ay;;cdhqf#ETYpk1z8OTzvQ{a+7Not@*5<Q>kiG@Twb@Ql<<MYcnw^hZ
zwV}zRmKd5$t7~oE^g|0f<vuN=Zg1eTtm1Nzi!Pk`=+P+H)Nmx)OZ>r{K@VAUTeSju
z-Fb)S66gp%6#?VQ^dh>}MyG<p$kCZ*rIo2+En8r+lhmd*pgx`=a&(<KbcAR9X(W-@
zE35+h4wT5WY^IjL-b~nSEXU3`JH!6z7P@_dH+zPED6zlqa$oD-3cgM637r>{ExLtz
z+&;&bZRhVx$onMZZuF=@K2F{x<Te4>e!{?ZnZ75nO}!y8x9UpYNz82|k(iH5%z?og
z<{)Yb%t65dbE|!h5pOo`>Yw(%n3=^M?a!X$Nx@=IN(gql1CzlbJ~CJwZXXJ!8EK(I
zcRB{2JEP$1x{OHJK2m`TS1j;EMmV1$HM8*_9)o8G<5<eeB1-7uGdEaV7U`FM@kw|7
zvM34Y)`>R_g?OUHTC4rv0W6kdM=71+&?TnRpDDhx;*ds0lH2%TN+<jNK=!q18;Nb|
zR_a5F(py*Bgq|>;;z=U8#aJ|#T2UhNsf}8K+cv>1?@by#p#1GH`(LeWc-SGAYP(Cd
zom4|w;)2;$&Th9H3}yRRcz8ioRe5E`fC1(C<(2)*tE&piO8b{p%(ib1V~_Pp(B96<
ztIDgY$eUS|U(vrXzv^jH88EACrroC}I~JxCmgLROpI%&+H><F8c73f+abamuz5RSo
zHcGMNm(0kYHC<>_+V2l%3ll!0E*-;1Wv!_+uOz>!x;($KzNTKK7vn1ndezkTRgc*}
z31?${Mu&KLLD&4apZl;!AKQJw>}$54jbI}ddC{jP`bwu>q6d8oQh$eadX>I@sO|Ki
zZv*N;s?t*BT&<@E6^_;G^q^|1Iu?s&D%B{}o%En;ooc002Nj#tjr5?>i|U8BP?c&3
z>TC4aWS)Z0F?9W;s}COj@Il8z^-0{TRXQW7hv`A51oZ)2D^=QI)dqUd=All-`J~cH
VrS78#&0sZ-*h*-*70D*D{{#F$ik|=g

delta 7584
zcma)>eO%O4*1)?LnD-wu1HQok0*WLWVk#PICizlHsrV$8t}mD<-UN9OEq%;%)7Hew
zjykU7qpT~zDk4sXy{NES+GdI`QETdo)yh-4<)*7^nS0K?GxGz+KkD=8=bdxUIro0g
zJ@=LC9|WJ=8yx&%$hv!KgAZ}`4m4P!4AW=lXBRyWSFLMdbx>n~(0#+j9I(-3@eB@m
z$-v%gW#hSOof8ti`r+*2oZ__Dw1Vf;o|%(fT%0xy3Y{bH|0L+s(Fy-@j<F4ETR8|;
zge9_ps4~#=cGy7H#w+%u4C*?h+tS+_k+&o^!0XrQnc8s&4>bI|%N2IGRUaYqqfIa}
z$__2xx!{Ay4+1JZBct9mLczIcUm(cf)9(L-o9Ek!BH+0z13iE1ksHkZ(!K?I@7)1H
z&ujO69mEc{S53eFodBWd!+za^*<ahM)(tv$H({7N)W|HJ7t$6P*vIW{{{JDH+iYZZ
z&&Bj>#=BN~c8!YSv8C3coSDT1InT_VIs2KlzZW^|o_j>c5d6%<QtmO&(Z{bczAOZs
z@%MHYIam>>Q<B?DjK`W>mv|ur8csy97r;5D1iy_>^yP~}VAs)}(0g=uFpizicl=sc
zmC9A6bX6%`ZIiA%TQd__ryr<~1sp$DsZ^*+kh$_{82CS%0zwOESyrfi@;PobAW9T8
z4vn!H4cO<X+@Rd((tzPf%X0I017ts(%3}<WK0Jx1kYO}T`%5Pl1J6$A&xXL337J&8
zbXXFPG=L+z2aFvYtm$q=1bP^}6h40{ksA$g;)yOnf*GJZIXfZ;+s3%%zM312TG)@6
z42JOwHb7>H3wAyIow=B#E>TF$rr3gXoqV`3@mapy0ENeU!w;v7=4DhDErJYhoKEoU
zoHU;Cjbzkzyz)@VJEpD1YrR2^*Lu%{$yUzs*NG=mI2fQYvnN{y^;47h68aGjq0@}E
zd}>F=O9VmOv}5K^NZ=A5%Pxj{yJ$d(PZJ8Jc7-LWCM{Su#h9!aH?Y$M>W>`1W-7_?
zYc@c0s*491;D^N{AZB_+VA^k<uEFMKUf@4bn`#(u_<ffKOdV2xC}*&y>j<+E$K(|V
zo0-6Gc*o?b8k1O~J|<=?d&lG&jY$vBwV5NBDVfAB(Hqip`)WT@!)n}m8lmsD`)t?z
zT@hyJTQI28Fw|F+!>J@GhZ`m3kBTyP_FX8?iZ|F4s4e=9Z6Y<Oax?($tO$d3bFx_p
z_68F(CXyE#VcLaW%;?WW-CWF3+|l_7e4<h1;*&<o#V%#ohA$WAP<x7L0*oz5ggf~j
zQxyqa;w?#?rEC02QBNR=%8NOYdOr#j^#LkL>H~^8%ZOt;6wVfu1uT>>qUc%nH%a}O
z-(zXO8v9{!x~A8QON6x)rX-tT)4XW@nHTN2Li+_B`Oq$rQ-yXC(Jq^9CW&P+$r*M+
zuQtNc`N_7E{!WNX5-Se%6;?czBv!mh4(17kHFLpcIKta(7?T#-;P21P;)AIbnXtiw
z&>9+e_tsm@q=myYl6&Jg$|R|}o-xCKMP2zIlNzx5O>*(bMnxahC^Ax115A{tkoRf_
z_b!e}(EESSnCDWpOXMlW{<^XtMr{BI)X-s*G%sI5iGo~CB?-A)LbCqw{o>1kQ?hEw
zD!$oIXDjo&44jUSEqzSW>qRwDz5+d$CGavY;W|Zl2%Y!{tI44v+@J`pzbiMNB&ka@
zDloUM^Qi>eKmrAZtq|BHlqj$kDoL;w1?EPubWhVueHdqE-!R#3`(2cN(tdlLygU@{
zeR*&z9bt!pmuvZLFUL*A(Zj5B*s<*8xJ4XMu%)gG6vSI?xBM-km*&?7b^Hygs=f}U
zlI-hX7`yULz_|tNYeFD?)k2=7cYGW*q}GgpGZ3l2Q<|>nI%0-d=GxBfR(O4NEE@;4
zt0Vd2W|?V=(3Ni-W{_Jo4r9#TOuKGgNm7@1nVL`0M(a8+;R=XL;uw;sftW#To&FC6
zifuEMB->`QoJFI}a&hPy5dt+ULty>uWr4hR)-2)g>a2VG?n?t$@2s)YSxwV*#9^Ja
zXl*RpBUx({>v?qLV?9i673*%rI%Zw7`7%je;#<X9tLt1+th-5~SPx59X7RCdDoIvu
zk*u|fb)wtDj<wIOH#c^Ij|aKH_J>70%HmJRF6hHMu6Hq6!uwg|d8Lm9m;WTz3tlW6
z&oh+l5h>%nEO=Ovrxcs+Oe8_!n{V?j7FuIC?kVY;rgtgCwtT@zqIOj<Izr~365-;e
zrRF6hbcw~(y%bvqU1cGpY)jTUl0bzb$s*_9T9l}9Uq>Ywi*+g%9V~L(S8uLiN8883
zQVzUEkHL1o-_pCNcA)XL={jN`qAi0}TT}RUFWxqZcN*RJ@b-~Qg;$Aq8_gF<;1U-U
z+FN?{If+(D0)@6uq1`}<Lc2*NiFQ+=y`|77r6Vi01g3M(Dm$F1al!7lrt>hXf2c#P
zzBU5Wx@XlA-qT7$%@Uxwsuv$fcIsrB0JXdO^AT1kpD>muSmn_)&gwr7=x#+Udcb{i
z=k{Ja)T(wD6Pn@CbPl%di%l%`L&e5wm2-amjs@n0Bz1}BsNEFJqU)4cY0hg_lBft_
zGqm`=h7uK_*Qq2U^tx3}1dCM;{=l8@!_B5PTW5XEUjAo)On8MAzHjQ$def}0iG)E_
z1-wB;W1o!1aXlLQWHipHXzWwbcvp``h2G7*DjLymr&2TWpuR;#BiN=#V=oz~Xl$iu
z&_Ue>&OMt<VW@=>aX|U|F)(dNxb2U+ss=yq*=~we8ZkbNaIZ!XnrT#r@$w&+x3=jS
z1#keWr~sx?Nd_?0CIk3K89>jGx;GdbgYKi{<tD@H6E8Q%+s>(7u<X6}*i5NOhsNnP
zy5F#QDCmzr+<A7^4-fz7$i3grNJMFb=h2lPjAvzjGq*CUl4fqNS)Fc%^~$W*{$Z@q
zZ+29fotI`uy=IqnGptu;?;rRr57Fd`#x!{Y3)lR4&Y-qFmB(o^&#_vW%xqY|)09c7
zGI>-tNtGs9$^@&?gioQy)U8dAmzZpmQ{$V1{dk5=CBsOYoEnQYJsBobfK@U)YV#$7
zr|FQBnOC724(m#4ybo_5|2=F47!OyQH!7_Sq?Mw%=~qk!rNashnkTxT<B_p^hvvKG
znW{)3T1<vJr=np0k&pOcGHiRvTaG$`m%M|TyyP8(FFvm2_yg~FtR8BPCh>h5B#({<
z%O}6%SAVUyE6UpyX#S*(;}7!oZEJ70kCt#(DD|yd>j#6o_pLM3pNM9i;iFH>dFN2+
ztOHy<-3@j%8hzbsIrcIi{%ai$l@5o(!Q*Z|R5^UGy~8gXYk2;zbtt4m0q0NDaiJW}
zYVELLYP|Uo_4@IiMi*yZg%O(C(@=qfQ8FEVo)`~hrxIBO6db>g?(3$lq5hFP!0V_V
z$w4mhHabn>TSLi~SC9*N>*kmZndACtkNW2`<tHr(&FDrg2^Xm(mxPO<@&)ASrZ)GG
z+Apf)dE(0FkMp0YJ#`PciDs?uA+=vzu#wEWbXy?v(lY3J=3ai2u<`BUU!igq#M$*(
zV8OC?7F@@+@%j<`<u+3vlDfowQ2S+H?HajM6D7$m_lN7P8nH{3;b@>(Mo>wzjKH%n
zz6M+imHWe~vuz)BJmu#cj7`NB)Ot6Gnv{D^+sB;pbCq!7@8j8gsY&Zyk)6&*JfHqi
zXCd8I<Von^&53-HT|tkx6Lgn1(Z6q3%%ipx(Nn-K?lt|H1TIl2c_-+#+Z69pBvJce
zp5i@#62)6jCCOW_cqiDAcLcP2b(eR6-+r@-o$(_#`P~NIw0{1_V>Z2Bv>?_l-sDAU
zR7iKw-iOpez7*0aL`sDHElbUsLt<GSm@+BaNnOR{kmGpD-vQC0xZ=@5ado4T<m%>-
z<9L#|hQjP`x3Z7gZb+NpJ3LZ<^<5EvkXll&IuB6WYCP|%UVLS+P1g|_Q26g<@Zdj_
z*aHxEBa-*Str*WT)6t6$F@roR#8d~SYJ#WR_h-1dfW-J@r633BO3y0DRFbH{%W%kK
zU5*k3xq?a(a)p8%;2=m(;*Y%;->k!w`F)fIywvXakLI=*St$JBx(2UZAIaZw$W3pz
zL#F9Y`bVXy?nP81ZVhh6gt}g#p2aqNsMXY-Lft^9>Y#G|#$offRO1pY)HmFk?$Vnu
z{tdEB6#TZsxA&NDkyW&)cD!-A2fTV~77ufxecQd~Yt#wcdqSOZ?+Jy+ewxkk2fZ&^
zopPDH<&aC=4TtZ6k$r<a5wK-UxO_9*K#i)vSF6B}a{2<FK_waZ45wW2p155H3kq8w
zAJ@IY!r<#)*6<wat4u1M?S%Zo)<;OGRCMJ*TQ)lMHdgG;G_qyx0)}TFG>|LbBqyd*
zXY;xtQTNFIpfPb&#4Bjyi+C~FtB6m*9+mWPXLGj5yn)0nv7Wk+Vw<chfjcgUC2Lbi
zq8N*vGP$ZzqLOPTl_cX%C(R%>*_~-&>25<XD`y|Jn?mlA5Vn9H@uS)f`8}5g=rSW4
z-bz6<5%G3@$P2rlV6!8xpa&mb6M0j34GQmF6RR=*L}HitkHV|hmHw^p8c3q>niQTR
z%!lWslEia{NxXW(yU_0a%zekoe$RTj%k50A^TCN|)_T*zztfP8&0VRnV)ig8#=s9*
z5qwA(%^#NLele7dV-xj?EWF|3c{f-2oVKqs%W}`bgD#s-l1z^EbT&+*f7IEK+Vo;P
z5GK!t_%P>gcCfB2(aoGJlE;O~kZnRmU&tOHBNejlVKO83IoVgH?Id=ID%E=Z#12|F
zU9loeuB+WiqQZvl(OzGV5|tGVRFYw9kYVH9NTVaXIMt4`#^~M?&W3b4=2t)NS3geb
z;dN0RSS7dqg5uK9oT8$+Mea47Sa{vVPHYQ{jm@1mub?=sPoD(~79<xuKQDJ~e)8O+
zS$$^Y%<of>Q&8;Q*o8gPIm)LsZ|>YV#mTdC=FKE6H;-Va?Y5k}={Yl|&d$r8l~cTS
zrTcOO8|Ho}k}c}-1$E^!{1lg(^Rx4E<~?748jIHosu*3I8@G7vz2Y<Xg-DiR8WxTb
zh%Rmar%C!N<k%&Q{$N0VWf52DLvQ=yNqnpo^x7?s(}y02#r^coM~|vv9ewEGQQV{t
zz3hp{@v%nGGnlBM4?PlzFuK0e%ZS)UA9_d-CcKLYx;Tq1^r^5ujo*=U38O0mo{8{7
zrzSBTcSAu(3DHO&+I>YoS`=xU66@(hE4Y}1lS0sXBlgpWCaQ>|*d*3<jb>TwziV$}
Awg3PC

diff --git a/docs/build/doctrees/population_extensions/Moe_di_Stefano_2017.doctree b/docs/build/doctrees/population_extensions/Moe_di_Stefano_2017.doctree
index c1a187e4112c3c482c14892cced13c0b22a8e456..71b8ac60bf4f13af8b4415a9a91c964b54b2bf90 100644
GIT binary patch
delta 731
zcmZ3qfN|j>M%D(_sbYZ}S%aAwpG<Bvlo2u3v(&THPt7YU)=x<-(@o0EODvlFUU<vo
z53H<{O<0~1P`3F4Ya27;4}3<Q-kieqnGL_13!A-!ni%n@+5BFZm5C{WXYvO-dF*bs
z*E~7-yoA)`-(t@RsoQ*B;s-mU0zR`oY`&`~&qzSc<hzROizQW98Fg?Pwb@?No(aD^
zGvnsvI@eejg>f1(*<SPP<^m%nMgnRk7Z}NIUSwj!!6<^ytdo=F?W8xquw`c?M%_<)
zWo`+HjFOUqVk>?9g4BXyy@JY;jQl*k{G#;9Hs0=vYB0%^#FE64qQvCv)FQpi)RHui
z3jLJ)<jJ$VuZZzx<|d}6#^>ZGrex-&Pw8RF$;`{1GP%~rnU^OuHz_qG9;~2v@?M|!
V9LHD~7&7E~2qsa1&9nSE7y+U80nz{f

delta 489
zcmZ3uh;h*ZM%D(_sp0_}S%aAwuT5U4DZ`eOnU`2pIr*aImdUm(uP_Dwim*?f;Lo{P
zhOLa5@fE6;6PvrazOiA5PW~&xvAId8i4j9)^Is8LMy8&BsK%U}{6Ir^vbXp<>@u6Z
zB%iV~3QZQ&kw>`p!{%Tmc}7gpX)5fjjB-e7H(%7WXF?ZYX58$qdyR#W6<J}R(R)S|
zk;#EZuQtb-+Hf$kA*llf)yc`3&N7=f+p#fXm$~Gi#I2x^QBqP+Y^ASXUS6(OP+5|Z
zpQo2!l&+tWTBcu+T2MTh$H!e<2BxSaKR>5fFEh0y4WwvtiO&^&p48l=)Rg$l+{E<M
i;whbz<9wYbZ}fe`afF3|Aw#YQBl>_bwRwX7L`DGE_qQYf

diff --git a/docs/build/doctrees/population_extensions/analytics.doctree b/docs/build/doctrees/population_extensions/analytics.doctree
index 4988ccb387b9450e221182a95b300f45c6eb6b65..26fca8742edcb3a5f9536f237f7890cfc852705d 100644
GIT binary patch
delta 660
zcmcanwzYz_fpw~u%|_OTOpF&M9~6-hG1jxxv(!(`D=XGdNiEY&%FIhFnk>k%VDn05
zK1M=ns#r^y7;oV;XR{zjI6EGBpgn6hTL|bf5>PYQROm0`W1Q9ijafDMzwklAN(45~
z6*XXCe23qt`I2IjH%MJ4P8sXwd>M8YLRMc@5}4efDLpw)aTWoko3AQeVr6`e--Qht
z{F9qC&k~_*vyQe4w}eDSNl8JmmA-yKYC*AHL1jrsex6=_QTpTwX6}k=Fv*m}lEjjt
z#N_PMBE8Jik~EMC{gnLV$?wdri1B9TCZ?yx=j11*Wagz$>0!yq%*&oK`J%ZqFHdT2
eQff*(SV8e*L5ues7nvCtGGu!Qq_9(#eT)DpJmxz9

delta 430
zcmdm5aifg2fpw~{^+wi*OpJ#n8%W8pC1vI%7FAA8kXo>LJ2M|6hUnzwRsx%sv8FIF
zo<UW=YV%W$wQQK8xdH}^7^0JN1vn-*2>oEZifYK}$sa`dC#y<JPp%W0h9SB6gQz_V
z;{zlun-ip_Gopw9U4C@)TN!p14BeA2C?3HO++3i1k(Kc#l950IR!^4Ix{Xaxc=K~@
zdu|1VjFOUqVk>?9^73-Mg36MN{5-w<qICU~)H3~o)Pmy4cINKlGB8CY`T04;dYP#u
zX&^<DmziJT=Sj^?N==E+%uP&BEuPXjd4h%W<i{3oIL<ROFl5N~V8q07t3E~mXgi(3

diff --git a/docs/build/doctrees/population_extensions/cache.doctree b/docs/build/doctrees/population_extensions/cache.doctree
index 36e74a873ff0d2a8a0e4a1a04e9206685948a899..a7e346e459d625f3484b744aace87d9ccc3148dd 100644
GIT binary patch
delta 1159
zcmZ2{j`7|FM%D(_slgc=S<f;to|wGRRYt^E&r;7)KQ*tcSU)ATOgAYrFR^H{qr;5N
zz07Kigw*7*^06|W!)MOC&9>ar*$AnbDrCY)NKKcB1ry^9e0I&BtYFT$xmP@gMMT9Z
zu{gEZO2Mk2(keM8vAEbOp>A@%jM!u)8Ao1OG*Nv<*3GMAm>7vMy<E<WD0LMIT#SrQ
z2)cH1y(;hID5aA`D&72Bc^eBcYS-!TPVUqs%2=S%&05+Eh%(mJNO*F;ru5{)2J4A%
z#b#Th2v)`igaaYL;xKW__&5KxtY^WmcKhTN2GW!HgV-lm*e}DQbhD#FJ}cv6{I0X`
zke=M@_L6|I%@!UNT#UEy8`T}bx49wMlZAk~&D{|_jFTN=SteUYO<*cyo2=+5J9z;M
zA7@rR8v{dzbXLw}#^`94VjyR-c$CWK>gZ5L#<s~9W8@jzHh+xKVwI4{C@Co@w$j%x
zNG&MVE2u2V$j{TuFG`<mo#d{l29r!lEJ-XWN=(j9Ez-+OElC5Z&`-%vo;)+@iWqNZ
zZen_Bd`^C1N@iaAlpdCx%)IO=lWUTld3jQElTuUS!3v5e?@4~oVZjb`muwII;$(6j
LtH9>k)MbnS5z~>5

delta 796
zcmcb2fpPIUM%D(_sS@cMS<f;t?wTBEA;XrGnU`2pIl0kd#^%|~YK)koU95bpj0aHF
z&fA>MJ)I3hbn*oej?GtvbQm#YHeV32U}8LlYRZbu55;p>gq58Vi&KlO6s!s=t&(#R
zi;JxiCMU{-^T?nIh)upNBgrF>oS2-ET9TiiQ>?f7s|*t(rlA+)%rHeKUy$S2{9FO3
z{u-(yR!%;wbQPPR&}437uFZWa%UCdF`89bbOKY9LDzW*L_IxZ_Y)yG4`x{=s)B=%U
zn|xlIYqO}aH7nyKBnNJ8w8&;e5dp^3_RUwU>RHf5=TFwK7oKe9a2Bh?=4Xz3Ss1S(
z84WaO{$zJg>B)WWFEJ!GyL(n}F`hwFzPUdnoCQO4a(@Wl<|C1HjFYotR3^JcPhcuy
zn|x7Nn=`9`je#LUIxBZ_VyygR?HC)*5}-g<29VfX8I#S((hg)z&bO6eY~Rcpr^TwE
zkWo@nP;8~IUtV6WS5R4!k)NlRUzDz&l3J!;kXleY**)1^Tn45Hk_a+WOVU7!Ca+Jv
x!q1bMo0OUopP8GOo?1MmbMnj-=gDtU-f)<)105pUgP!6icd-g=-jTM95da|^BY*$^

diff --git a/docs/build/doctrees/population_extensions/condor.doctree b/docs/build/doctrees/population_extensions/condor.doctree
index ac1f6e19e0de3e3fe42c204d33556333ce47bd7e..ab4631ba95d63beb4358a56a92573ee2d2007583 100644
GIT binary patch
delta 1356
zcmexAnd#*;Ce{Ylsd3#KSuZg$o|?Q+O-966&r;7)KQ*tcSU)ATOgAYrFR^Iy#P<1{
zXEJj$;#ae3b0O<-X2y%S%?Z?4xcLv~Y&Jq_q6JMD38<MIEc}J>7Cx(1Ox_^IIaylt
z6ai(MH;6srV0?|wsFjoB6n+s_BDvXCDVb$*grY3=U<}mQGPxsDdNP|H|Kx@0y*L$a
z4%9e|*O--)ALt&!seN*w21o(-=1P4r4#o%gJ(g$AIXT7R3K7aS^IBbIWqg9)xHS&<
z2rCiVoZ-a5LO|VS8+TxWBVe74yU=D;&-a{+cknrD#pL_JR|qTN-rN~l$j0~>pHYi8
z?~mbQB%o&U{uqhL>x#H0>w9)>wu{f>WPF6z%*jgG;=qJ)m4LF%O4;iPIdAfT0^!Xo
ziy~MFIT57pX2ng$$rtKaI3{s0Fl0z)^-X?QBfI%`)l5dleUmSg>u_d4C3b-%7<X;{
zU!%#$w2NbMg0sZr{Avlt?UOgwDQ~W;(_s{4;$&dRGGPJ|%pjI2m^FESeY2<lTt*Ns
zBe*%d;Sdv}!)B@Gy^InP86_nJ#a8<I1*rwadIgmw8Tom7`9<lIzqhz6s=*{v5=#<G
ziV~BvQ;YO6Q%ll7D)dwGlP8C^UJ>KX%uP&BjnBzXOv%hkpVGsUlbM%2WwJ$^GcQkS
zZc=JWJXk^T<chXBH7Srg#DPR{4`*ItZfZ$oL2B`o+9_Ee3BTeD#o8$vS>lsr+Pyj2
Rfg%~QJ-Exp%@f=6m;j!b+0y_3

delta 1067
zcmaDkjp_enCe{Ylsb4xbvR-0h+%s7*R)#GpGcU2Ia&lnotj&v<1sE|!Ygw-|Gag1&
zyKu7_*K9US(aC})j2NPmX9|B|JcDY$qR9!OH?axwZ<ZFn$uU_@T^8XokYcvUeaa$}
zFJ&oCW>P#hd6xz@>CIb}GFceUW7@<v`M(<b<bUdWa7u2Tr740#Yrii0<UTzdT7i<A
zwG5;=7%yS7RnGDrE(!k0({m~|$5@B4GG4=`wa0;P@=V8zI3+g+I`gt%mzD7np6uoE
z6RYHA880R-#&cL~oD{+~`ESTMTymRNg_W@}UPaQlIWTquBZ>$x5$)RiCLU<P6(n^)
z(M6LRa>OU!$hwLlvAH2<J*u%_<qlOMlV8O1ZB{AqWJR}P(PoFLH;f8B+(oHr#RaL!
znQ58HQ#!Id85tO|f;fPL7m$^)X|qnvAx5VC9FrL(WG5$tb1P>p0!m`4E6vc(ngo=|
zkj~mY*`h|4arb7YI!#8#-IF)e7&7hPn0%l_Zu8!H14c1sPN3l?OhAGK#4?4jCL0z?
zO_puU5EFz;3&Ev@IDyi_o7Xk2V`6mN9NV&&Q9&W2q@<wON?*Ucyj-uKvLquvPcOeH
zT|XtYOurztpm?%To4dFSOi@XGeonDoW@<?qNYUh3ZCChtQgf41Q{ppo6Vp?Rr*uwk
zX?LD{y}epZ8f2>kkSOlq%uCEoEvYO3%GXZG0!jE4XDHTA(a4gRT+!jp(FPRBknKS)
P04CS63T$55d4v%FSKxT_

diff --git a/docs/build/doctrees/population_extensions/dataIO.doctree b/docs/build/doctrees/population_extensions/dataIO.doctree
index acc6b3c2a3658d01dbdd45ced6c03c082114092c..65c60afd31e190270f80eed059af1ccff71645be 100644
GIT binary patch
delta 2269
zcma);e@q)?7{~jxcWt5VXr*P%+ERWE5Vv;hhp_`;9nnH{#4PbIvp{Jpl(81tW|3*K
z#*i2WLB_*!+x&yjEp9p-;G6A?QHej|HXynMGYkwi-JCyg%#kemhfc3|LE|62<NkW?
z?(=@1=icZ0zVETe>7Elbm7tF)$Eg`P&X(JZ+Z-;3%NYzGj5!0rgPWT|VP6!7T_?$)
zVi&+9x+|<{8OG)XJ$6}kkn41w9NDXB<%Y?J>f=i6+ATul=<7k0I92)>z%8+gk^|X#
z95T`P&Q=TBjPFU)WXRO1!u-8y>q?RZ8>PS{e|iEJY?)*%zYnmnm?BMuUV!uH&dtTf
zf*d%9g(VKuZ+rw3sb>RU8x)q-kI-FQCO;=f-%u{*O=)mnQ7L{>?1Y7X$IWr$nqVb$
z&+N(qEsmAAv8u30y&hz;7E9|gCsCkmspi5ZUTy9_wWFn7luRL$4S1{|BTqhF0`R@)
zwBhuo_2_!yD+!EDZ_?24t+<qZyN;XwaS4prw>Qx6Q(7r9>>2`*_nbv1aD-&ydDBbe
zjY>a-Gu>%BbO!5dvatV}1sC0Ki-M%SW`%;qv}JK=PouR~i=$qeo3ND0)L2nByoMoU
z)Eia7kK)ojFPO+*dzbZV;VuOdwBWc_pPUaC+w4MMjyx31SlY2H1m&>~CEONEo<#d$
zBYE}EO@#zU?1w)PL{}2CLU8Bx`%1VcrEWldcP1f69MoFbPv4y96J#Xhyy>enm>;o{
z8%L*wyr1K16kHe0OQ;i7AjPQO`q(6Hwj}mnrAgm-rGzPY4*SN<WQ0&!zAIA`<$PCG
zKjKOj{}Gj+?Gc)F`U|fRWLzo&Ijz74Uz&;MvVS#3&t)CM?IcFjO=dG&G+-jS$#<1v
zK2BAUg+14%Bq35ZLo4Bi=oI4UyaCO17R;NQlt9Vod{iyrAMCwr#z%LqNMNM*ZVm<C
ziC5P7iveF*`e6+i*>=yH0o<;c{ya;f`e80<{QagX<5<V@GXBEqzo%8t0k_KzWMls`
z79887y|5cNOG!(yemNZCmni#(3M!N-H?Z~VpiYS1H^Qun>o;>t1!ne?6+#M$^NQKG
z84P&w$U647JUFXi5&&uUyd=xP3%s$|7q>u6sN?ny=>DG>m(3|NvLjEyMuGixCs>52
z;A!}iUuLYU8v0dcb4xtl9^2`3wg=l|j`q%YOC;=wM4OqPp9N2T@#@=vFYb#+eg6Hy
zs3R1Nznnsxfry{+c;K5HUFd+XIoQw^@dZNR=D}X7Efn5A$duJWjZPap&=d?b@I;Jh
Xt%dt)*9LCg+j_-+Ls;%NWP|)4SfL*{

delta 1986
zcma)7YfMvT818#|PFrk|q9DXxD7FlUp=Fzwg*xp-<tB8~#eYU%oLP!cq(xGeImrHO
zfo&Zx<bchRt!#72h7&%Mvt&cqEutfafeT|Snk+N!2WA)JE{V5OqHr#4vi@k^JkR?+
z@Atiz@AM2Y{2)VjF$1bmdX9oG@ZANoroOSIt}To+3#Uj-?Exh^!mt#4E%kkm{Hhz&
zDA5{Y4JgpzmURHLQh^xmTW`eDF&n1N>M)$~K|%)t8^T)nP8Le4t+ZN!VzqS*ac+7O
z&|BajllDr0PjS?0#k0+6T<u2C!YA0B@5Gk8doa07c)aPf$v;kU-+Q1?VBdBeKy$te
zu1doeg|K?K6$iQ6bTD9KgvPy7+YG(*^KI>Hzdu5$RCu_+Lj6wR@klP#Iv8r{q3WWb
zT8#G!P6FV|g*gD^ox*&8E3zx0w<rtGY`&}@h_^`3;5=nn?NbcTZ%M_HCr4#4Iltuy
z13$@?|0ubu0LkQz>ol&@NmOlnGO%~|mok{x_WVP`j9hhs)nc^DfOjjtNl21tRalFi
z7D<K)Hk;f(c+-f_<%)4K!E#L2av5LqyFsP$pV10`I|R%3J~`CHQc20ro9)TTtAYO@
zY2^Izzmk&|gY6plL4N1ro^-P5rC-#EncrSHEftKVtX|@+?#1M!|J7R>{A^ZIlH#5U
z8m=i%U?u*@kKhm&ORZnY)9%~s?-HibXY%jVbI-cLOq%+prI|(UWP5)X4O8+g(WoBF
z$4unxP&O!75{-^$$_Hu~J?G4r>Nb%V#!^7R63;oCK`orQ?@~5tn0%aiWDkASwqmD!
zTe)H%zTf~V?w&_JnmQCW$1dr$(#eeHq%ks=CJe1fctt)=Kof!1z-7?|$;`qaND$%W
zBV_;2bvk)lhjHtTEF8RkQ9+QcH!^9M6Uho9F|;iGoe11O?%dp)!kxB(xWhPo+e)7J
z_nMaKwR2WAI0iiMp>e>zU$y+J0-=X}>oMnKKA!=w6S!xJ6!Cni8akz$b1GwH82E7=
z?9xaUK+N7*3)RWlicDD43U%invp~06@i_CHxo|<RfH?t9=kuH}E!|3I_UftrEQSv0
znZ>Mc8@!P`_V!aylbkJeLk?vZuZBojv>LlPuNy3U&(kmu|HJ**L-$?Kq_x?6p-^kE
z#O3Pf=y0}%L%u+ZGthR_)xe%`wX&^2ZfzNqWtks&g#v+NL1!ZydNJ<BohXAVX$H2r
qo^3eN*j#s%4femz)s{mkN6KMIw|%3qx|Uw~cNs?*Bi~&KYp4e_F5c__

diff --git a/docs/build/doctrees/population_extensions/distribution_functions.doctree b/docs/build/doctrees/population_extensions/distribution_functions.doctree
index cfbd7afc98f30013fccf322e6bdd139a89cfa8d0..cc95e9ab1a6ec94a60a9bca409aec0cb3b4b1604 100644
GIT binary patch
delta 16490
zcmb7LcVJaj(&wCelf0L_^iFyRiGfrIAORr(DIqF^l_o6#g2@9(LK6@bb|Dm5DF--M
zkfsQ%ENIY+pa`;p<zuB;P^uypkS6Q8HoloT_rCX%MUv$Y?!0qm=FI$N&YW^@)_fm)
z<C|c8me&gQvR<mO??mp@*s!))9kV)Smrs~FDSJ%$)XY(p6Urvaq$zBdDAYf0j7J)i
z^gvPU<5w5p-7;Ft+m`f)`i|7ykvP>y9v#kZ$0P3O%4F9vemkCnttN05D+|kb!XJ)y
zR9tQyE6457f~Dh0Zj*C&XkF^oW+iD&60G~E%}Ty(hAx)18_#!XGS|W4*&AYAR-9PU
zIg{-a!PyC-U_cB%pox<Iv=y0m<q7`|quCiz(;<$XBgVa>ve+pX<3&(nXL-OGCYJ=T
zAW?Pac&_X69Aoj^TbGQpKAh{~<v(@gLAsmwFlQlkr#tRpyhs;IYunm;>dl%}#5-GQ
zvhX==8ZQN2FpiJXWr>3o@exYJc-^$?PX2%{m&WLc@D#Zny7IZYxHdDE&ohVoi!NW@
z#`BrSkfwP)-u8-ECrFok!AZJsR3YDDTKtkJzDW)Dnuj=AEKYZHiPyyIQT9}{nzXTW
zmcs{u5&7x7r!J37Wa;AZZr-A}Q?e{b(9`%i<>zUapCv<Bsyy|cHjrP}W$+7H4!@$r
zPrJl7CB}L+YqrRzYLs*G^y>2E&N%#O8&f`MwE4TPSNB1j=X;5B8AXov&|48#p;g2W
zPHZHNmi34izP%=}5|Pt8pWo{xW?yT|i@e0rE1}}IUTs(<wU<*nD-vsak7Bd2i9IU1
z6lL+nUNZL=-VuInD(b@5;PA0R?{lYpHJT9XeAG+S>_CMw=@4)0?>5ZY+e?;o<;%r=
z#r=4DFL5m;n&*1SYctrxu?InRN=1e<f>SE=MpX&L4AiytlIuqDw7MzxOkwtq)DXwO
z*xVe}1V??Bn`#b&)t_sjbp!iGGy8d^<_j+we1qrspHriG!DuF%c(-47`*p>2RdG2?
zE*o-*ekJ1>1hs$qvKfAM=4~1+A+E6^XGUvL*uO7JQ2n~?1&x4-5oh~1=P}-*?5Ezm
zt+$$i?SM(mz+90uAfI>j#w=$airJ+ZmSMgyWQ?~gyqCwKIHvqyZ%ldi07>Jt97xh*
zKr2j15)Y+GX_-wr#J&M>r~%XdQE!^4>~WWhM@YqjdMYsU>#N8a6mF$H*mSLqC9@b&
zGbj!Ie`-)RXqPx0Sd>T_k;cQlWj`H&=stKjd#eE)y9tin3XWqY93Q#hI6~H(xdj{!
zfMd4_2Z$paKPfnVcKPxnN$Wm;1PAFLI6wo!5$B`oR)P=JE$}9|G@qx}Q{V}PQs4mw
zSVUm#CNOr3&BJ?eXd^Io)&rw*#C$%|2P$8Nl^H`t;mGEEs1IevBp4IR-xMDzf2@Wq
zdEDo}^CAF%80w?)0)!EWRX$V-pEkW%NwUw^^8#z3m06~SS&YT9p`u_^H~yxH!&|0?
z-K62YdKx@&APr*aXjf8zL5Kr*BXcyC3Tl5IU4y>}iNT-_mYESYOpUUqp+5w$Nftrn
zHqN}Mbn@T5WLYgFbj{c}SrDv6+I?--{KEBtrHGQT2`m-*`><q@TanLmZ2t{TFn|+p
zQ|m;$jle0g(WEH`$#fCaC7Jai=>fJs$`aBcj#MOZ(12Mo!KNlnwM)f#QZb{R3dF}k
z*fhg)#Q>`aix?11kXMVDANRF+x}Hj_27AGcz<L(~P+`)<+Hs$;*Qj^NL>9*C+=|w_
z6p7j0(m9l~!VD<FZLyTm>VQRfb_Q>gkOWQ6v!K_RjMO=#TDYhbne;UuS{E~6K4U+_
zNC|RpXWp9sXp`Gt)Y5OaMX8?1f<;+PKKHld!ouw0NX<}K5V5JHU34wVWF6o~yv%OL
zV{I+%Q1?eUpOc;2uuRqiJJ=S%{;##Qnt%wdCU(18O@2fmlp{8~T1`ez?hJO(YI4n{
zR+I6l)xDb7;HS9^{9vQiL`<DB+cpE6W1Z7r&^S?jBaAs3SvbYzYJVSEl&08eH4*nb
z{1}@@@;N18j#@R221=*Y*`_5iz6vqO2wRCA@lLZJ*O@7HQBpFFy@awV$u}z=^hzxv
zPqBlfdGGijySakwx67qYtvO(dOUP$n1a9I^5*uvd_@{Q-Y+V55u!c+)N%J!-qXJ>j
z{bK3NIKJObli{YFDh2aZ`?TMbsGqNz3n;4=5P#EZQec-@Do_Q^h7?~_GgD0+$-Xpv
zPCXqo8S3c}xr4&2B?LU8Y5`BI7NA)!ep_?mljg`?Q9Ub-ziC&?$j(`F*;uipHq!!R
zl&?6~KbpfMw?nM#`x(#XGkoQ&&v+7_>8o~+(|qO98ZDpsx-bcq)t~cN%P*XuqkL5n
zwe(1q!q$ihe~IVoOxIQ`*Z$_|nixJOxV{!o&p;=622b(~o)b>-nQW9Oo14o=`ih!a
zspuFMLB0!u0h`Coc2x#8LUSz}z^;I=dG<@bls%9cv_1CrQ(=diwn*(9V8c2upNIIl
zJj}4n3Ipew`Kcn<%#Y&U+K-B0CQ0MYAswZ0PA+IiDN{e}rUu$Dg9Z$HKR;Cj`@2-!
zM=FMSsPK%sslu}af=w7+{+loPeaY9;Z?pW(1NC|KIewP&v}Zm%h`-5JK~IJZI?uh>
z3K-d}p>zB!B~<!gic;zOp<cysm%g__u_}H0k)qN^lv(<&Kbgr`Mq?FWiO3bbm;MZ=
zA`C|9vP{PbG+1rKn;^ZJ-5|-tqBwRHeG%0M!ucgXvHktw%pqzv<a3*Yie_{8VHQoB
zLlsRC_k0?=1KaD@Opw5udC5=JOt(eOi+-wRc9g^T2}p#LXm(7zET_fxMV0P~c@dpZ
z`|pqaRK*;>>KEH^;DU@A3PZ*TsCfP#x%mb=R7u?X)Hd5V#aG#oPX}R(@7<^WWt*<}
z9&X6z<G~m4>{GURif?X1KHSs}c8HQQnf@QUU`Hq2VSW}wRhU;JMPVk2!W`}8L>I)%
zPZrjlS?$AEbmIXJ6A9~m#jk7jF@x;Epx2>+D(Fqr@Mrc<kk04tJLvdzz(EneKy6>B
zh~I!8X2ib${kTkG#5wmDxxM4+ha5yO<Oduo<ZgSM?>JP**S%20>m0O9Zgr?-GTpyk
z(BDBPRM59ORM7WrTx#zCT!3>se>yBVwz;|5h?-4d;%_g`w)apx-Rtw<LfEFRX46(?
z|C3@Usn38bp;GejmM`sPif5$a@izy;6MGwfit%<A%IK9l##2F1#rR>QD8@utF-BFA
zP2}Cg6E9t7fsMs@*7h*5;P0FHQhz#H{}t_0!EJ)*GQJ7p(~&>#kCF9W3(`|Y$+a!@
zE_|=*d4qb`TG8Q^?)+2LcAVPyT7S#~epNMI^2e#qfA^;ox9t+CQdt1Sp>Ss$chY9b
zW*)sSiRvABphG2r+ivF?e@X)RL@6B1W^E4;YhR7#fAyzqnCGvup>06DY*>R{t87^4
zud-puYpZRAzy%TM3Zv)xFL3j84p7s-)~K`fRXq24^5E3Bc$V#4VH>V^;N;`hgVWyP
znf3agY~vJ9r6&(gd5b4w*ErjB#q%)oI81x+Y}UE%<gV75ZJz3$>!|{FGNy{U(mhqo
zwn8xpPo{8UqO@CxUaCDO;OI`fEg+`S?r%s@+7V@?9h!rsMcmx`Zx-B0*415p+l#Sx
zzy`IB>_eke)-@(7F25Zi2EDTfc7iC4Yssgg<Uk%j9v};IS*UpWz}>LUSbbOP^^HDw
zH+KY5#@Yg@799@|kA7UmQ&eN3t8v696M1LVcqcWo<KonNW&D2C*3W9&_WlSyUbR&O
zQUcEiR0&)W=uyVzBTIua2K-pYz;3!ba%12;7NE*lmqUeoUjQZU?f{jz+fb`}?K+0Q
zsl?qApb~fBKZo1j1TKi_?m%_t^QN0?Cs+qpL&EXle)|WC>%ID1Sjct;QZnpug#}G=
zC&O6~RLO7-DM|*StYp9eRWclIJQ+4zKFatnfmD9}jV3iU5sqRa_=}Mry#xpABcJ5+
zfFO)1?0ySB4Hb(&9?n`(bE;=^^(UpQ8#Q-vH<!WX5-J$zZVDB>PK1h%Ckoj_>YCv0
z3KKV9>BAOMb8Qf9SXRLgbNQ+ba>t!*#P<5D7f4{(eS=ik-5xvbK~~t~gglwT{~bu7
zzZR%Me+U)3LvM$lX6SDOTA_~-TTgYfeU4qR&J!@W+PeIJu$o((AXfs|zEyl*TYL_a
z4^!Y{(eF%_{|#3>&^mVp{0@>T18yQk89<bk0jP;Gpwro#EWD9&AhIrmiJo6<XVK!w
zc~ud@gI$TxB<aEDr?DK6&Sx2-@T*J_^sW!=77M@1bGS7*)5PqrKI7rR0BduoQFIwQ
z5C-x<H4VpANQDH;njd(o$o={e+Zb$yvlH2e$KPN#-$-%o>n#5eY*2+WE!YF8>Cmo_
znt>D{MU;gUYN9>a$#2p)6F7q0zFEuib1590-WYx}|J6!7a%n0g8X~aKg}{2T<Vu)q
zo~E~9Z&TNv`duRPavSy;^?dBnbNF&!cAZ);d$caO(v$m!VDV($V%D`hhT6kdw$gKX
zvTBZZH%kNC^HqC$Z0GBPDdQcBU5+`|K|ofBh1ZAh#Tb-mzR-+HX-K`OtV0nMl|{iS
z*LVG})II^YAS&ZS=!U!rC}s1?5Oe4LuMPG`mG~nes!Gnlp9#g7{FNbiW5E}L;@Y;h
zMc5G!#+Lm1dA<ePGORQC#t=M{1LCDW74bcw8!t2WhN#o{8zFc_z}^@A{*%Wm;O_7K
z*8b)oxEb6Sq7LGq18+0G452%UuR_!v#W^K>MeO^z9jlQ27;Di$m~JOP7>=pTCeJdK
zz<gJ7R?NLa>1rY@l&&{$<g(Ez^@TkT?_dWV-r-4?m>b3Kzjo*Fi%zW@Lh$g;*2=y*
zOB8SXwt)8u^+cd&DBViH1FvaDz?cX@X(&MuH!Kv3VOd4uqs#B8NFKhtB4zmU70sHl
zX82DW>72%$p?H#S01s}CdWI@^Kr_Pgmry#&&m|9MD-Rbd4^4O+CblFjA7?C%gDj%6
zNujfaWH&0=9ZI$VI%;4~bifQmhxL@%8cT!6AdRgC#R{G7p>A|G@$c#(b3q{k4@Bm7
z7!NP7n#q0+cvbkTvcfm)7T)72;DYHrNTc^H!YDafhN<L83Zu-*mN|B2WryWHNh|k3
z81FE8hpDTpKBja}C4E0hHvmA5?Fj%_LI7M)09;t<%bwxTNZIkFhyRH(!jF~ng<+oQ
zQ5!}Rq*j*sv$&P_@C^2x%yB@fu2ncZOSbSWx5B{>aHtKVEMTOdfbUm0ykmN@PkHj8
zCk|Gko6<N-lysa3s%*)>F~RuGQ~@gwPSP8<0z;|r1Ov>WxdKm`E46Y?5bMt2C&BTT
zFn2m6%5K4I5N{Rk2}f!;%@%lIPIL)Zv!x(h6^zc|G;#ZcdnAPwR(}8^RhET9R)aL=
z#OQF!iSlrj6J<)c3UuOIvHB&0q{G#PCWvEJ%nw&tvCx#SRr1S~e1o)5@}5YfhASlC
zNl2v1^%1Ni*rt$Z5$=h^z(_Wjzh4iD0}6=)pyo}j2(}1RH_n<!oK(hqcPk|DNOM3T
z0ZI@FErO8nicm<f2!b&%;#NqIw21_WBNBH+C?r~$@~KKbPsukxLdkm~fiB=nAb1iI
z2c!|pI^j>siT(AEcqk5X!WrS26JsMNC*XlO@feJX6?9gF%88lEn1vA@Ibo$ZUgwUD
zP-POt5sD28iWf{*)+y<2%9RF5VT$7n;UJDsylX=7zA1k|$sbqp4WLl+2!+l3K47ez
zoy=N*GKIugc_<lj0)7$_qa)0mC~Lve_-a`1^3&NO3BQs>POXhE2vIk|QSw?EQ*R1v
z;gPPjH%=xt*N5@!NL5I4kt<!EeS;<O%t(rOr^s7?gg3J3k#sE#>`AGtfZrcUYso;=
zP|W));Zo51-xJ4_#w%eZO;v<Vmq*f|h&`e-JghX#RT>(gWNN@0VGE}8mFX;(r-Bu5
z4;~(=u5y+4=6&#X4+yq;LXgvn&0+ggFTM}sdz6-~N();+aLOg0FdOc53h{;5B99H1
z=hpNhC{|n3OGweylqlMo4mAd3u(ue4w`v`j+LW^>2!=YHL0P`-=R5LrTR4mR^$L~q
zv)Lo~(GDts(>jleqC;AkoSegkvOIT3j@40+%lfi=+#S86=#2G%YFV-(&ej_Yalc8c
zppFLDL%roSc*{oT0I1n*Sf0aey%W~rw(JCl`yt$P{u-%{0*g_r`+yaS-l|RK?~%0W
zl;`r;i?-F+9_xGtN6ir1BXmBvNod$jWvim-b=Y>4&$DkuZSl^~DC<>NYxzzGHl2Nd
z-L7{(2cxJ)zyoW<nJ6^{&XMDCZ4}D_SMbxLi=Z2JQxd*NfX(J+<pJ(!4@Rjn0UEGO
z=+RU$y`xpd<k2J@6s>lQ5{zLixq<xI<}40|!7`B!7r!x(|IxB6h84rH4aaWhlBWG;
zy}>=}C743>5}r$9VM`UYvQq2M;TIK&e?(!C;QONJEtm}N!lv_a(Vq44!Dzw)9*D)`
zFe=u|+0m+AKB|m)BKj6U;I8{YFde@w0dWN4c?HBq6NvRndb`V&dO(=+R4_pvk$5j!
ztsNhj3Jxj-AGs8GVxi<cu>flb3wYw%0anRARe%OO35_w)R5D@0w_yo#RtuQbdmw3{
zZf;dgrRTXH-x7s|Q<V-L-5kJbYmaE|kyoj5N)OhKw`xw`U$HcKq?onh5zSTQQQ`x5
zZzb8Io+O(oFZW~_EK4@;#g_5mz>|B2JX-`WkiY1~iXs;IO)MWfsk(f0<=D#6%jY}4
zhmV?^QZ6ZGQEZ4T>CK|~kmdk&jC`^Wv&$vD*#m5xyj;YxWph~e9n~;eJt<(9vsbYw
zPca^rC6^bmAxbi<MOap1(b&YPW#bboCnZ)-teRRmrhLqD=Ph+Xw8DHUydm^%I~JOX
zWUpd&*DXyDh2hCEF^=hMpaQFh0*h@S+~M0oS=yTU@KrFcu*Uw5MOq#IVJgE#Nrabk
z9JnURo{UtVAK))lZI2^G)s`r;+IGE{<?%*8^O6PqS%R^!A3G1nvBqjJ@y;E{3K-aH
zd^w0M)08cr$5^(UM2c)7%CzOmP<Ea*`tHE^U<BiOqihn`f{c$wvnR-m$I975x{ezL
zIlF>|%A0j8Os*|wL9&a+qKGo?bFx@(mTHWvW?81mr{XM=Pa{Pp6QxX+p_AcT*RP(t
z^>?QRd=Gn+{b4tLF8hV?pNCmnZ-vie@z!9EBSnJ|MT12fV;*BaGFh4RN1wt5&tWHw
zL9^LPF88+k111BQu4w)qIr~n$Tw2T`jg<LNXq6#336>!Pks?EgG6S`H0XxfNeil!>
z<!36!z9(3Ym)!632mKQI&lx{0WfLega|C-x!&C{B>>HcwvxP*eMMlnA_99ni%}uh*
zszr*-BFZ$YWCJ_R<iYQ5^BM3_Ir1j68JQc|N^d#qo5nf!ZDr4rm5*$5B~Z`~*z4~d
z9V}OGv+@Tiqj(4GIna^wuex~G?NYqP%w22=b+&rL)%n(5Q_($dSc;G`e%{L#5bwIT
zffq6|@F0u9FN=-d??HnF(GMw9#*MRw*el*v<7+JyZXX<Hg=P{@OSN#DjuhcWl!;sI
zr|eSW^A3@-8<Rd~1zwF$KH}YRj;$p(CVr{hIQum_MGc>S>%yS=vWdZO-&z<Db#EZ=
zY<ztgj?w6M(p9Bl@eTG8PSMW4u)}6n{E}{Y_bXE59Z{BdzXR|q68KR2iuTqO5c{%V
z#V+pG=vUq7bF6WK@$bBv$oq+n&nJr?_2m@0ivfHWHS7;k4Y}d`A~obkLW3$vAI5N%
zQNtp+S&@)3d}I0R#CtAI3HMFrC(-|mbUx3FZig((|2vT)|A{jF&&=fhaMo(9YF}y3
zW8|7#?hPMXBpH*lc~ldH3=pc*7`-@`GurWl`Y#@~X5otmgSF>_OoJn{ErX+wB7=z{
zgQJZl9eFRt;DCACt-kSLC!W?gn*_EP!`_7l>Z*t=bB!)sqZ4J0-me?a<Kjk-TbDMh
z*+*sRP_7%ZdhpGfoG^ej#wmd_(8%k<Rk_<+tU{U9kC$R77Z2nuO=OnkTF3~b2pOWx
zP-Z>A&op78f_eT%$Z($3gjJGwdyL{WlxD|AyHav#g-S_dd<AdsZJi+xOIFEqjn60W
z@6GAAtgXvtq?FA_DVrtO>@e<|$d5I_@Pg@(^XXG~g4Sq-F@QIOR*mYJ3eVHC6rNq@
zx$s=u&a!PCQe+!ZCZ4Ak@^2ZulDU1RQMl#yCjivLe??IL2LT_!s|eZU%U#HpJY^!A
z@stO$r{%t<0NH2OxR71j!DT&C%6g<s>-h%WwFz6dGaGoKF=Qh@)`YDa@!tIspGu3(
zr+;_ZyswU{J(E#g$BW6M6FXeJ6JF;LM(OK3lREyk%hgfvmRZ*h?Xv0`QGw|!*;xG+
zuXQb3kLJ^|C5Ij0|56h*sFUS>FjC|`QKtJJ9OVCCqT{(+@4eJSUHmThF&4egPcygx
z#_wO{s{d<PpayiJ0+n!xAJJq|mfono?~ib`l0S3I<!H{QrlW5jvm7OA_1oGo<KU;f
z6(JM&8TZvx#V<T%3XDI+Lsxdz!wn#+y;UbW2WS&U;pbiHaO^G%kK;%Y9z>-W@F8(2
zgI#PRdA#=`kCTTtX-S6hEe~#7zyN_fFSD}8UTX;4^ezP4hHE_1tY2Stu}nOV6q!gA
zg)G{*euGcsjaGIU@EZ?*vF0akEh<m_VhwG5g;OAte&uw{VkG{`e`})76>YWW?5_7f
zuO87l+f=F*7Fc$7LyGJs%1pI+cI_=DKhD41cG2kU(57fI_U7%FBrw^H?Lk^C<-`3U
znzaK6j)d!E*i#ypBD8*H8k9BH%rux1r#)lV+wR>gTkl4SY$ZzBDi<bd7x-ZKGV`{p
zr|g%c*=1F-cIAKI^}-JyjH(o{#hOlcrfCh<`*qzYE8a@e9x$`Que)Wj11YkYC^IWc
zT5E~Cv2A<eNX=$cWod?2W7~G(OlhY*LlB>84-msDTii)|pBmcUr5e^1YOhd3O?TCB
zrkC~_HPjWUhNSy6_qKXYPqnRf4A9z}ehutp`85bB@{6bxqinEN%HfpRND#o(5aWZP
zT8vi{d9Rki-?8C-xXT!@(X1p7LYB~RwsedZBy*~?D2bF2P^k?ghvqwh**YKWhbu~W
zZ(t-=X)~yIXSGM~=pxnIZ;Cd|%)%qntStQM5v_yi``3Le-@ieMd?(7BF)JU}GPxLX
z@pgNotMj#3<C8yYNnT>kjoUC9z}Sbp9{hxdsXL05saF?k%gK@TOQ9D+9kfz=o*Iry
z)ll%P=3Z!CyH^GB=6aVi)9$mJnT`}WLzL;v_KljIvF43M^XwKa!GQ7#8|TJ&4d6ZG
zrHW6BzSig|NYUs-nbYH|?OHV#tCrmkp?h~|;W~?N%tByGFs8q*wbwC+4!x=1>GZZn
z8_{Rq)%KW0rfZ31Qvp(B6Hz82$3M_cHChl~{HF#VjNiT>8cCmPo5`AQ&UnOjXMYvj
zS?9I!6iVL<(5v!&&3CF&%8Uz;?sR*Dl=0bj+MUFkb4mI2+*NH5)05yY2SsVGC>eZR
zYlUtPx$aVR`A03nIQygaD#_LTq~wx*Q<F?q-PHae56836SNrM@GW&{v$<64W@fy>!
zxiz6a8K7(p(shlpG}l|FJY3_ex21-w4%ILsSofla*`cc8N~HcY9sw4{>-pxy>O90k
z{w|~ld7@0@yCmzeywOjaWKat|T+Fx>VoYzTZ?-j!-^k9^*ANnya=<=?_Uv}LI++IK
z>L%Jq8E>@H)m_Jc4!~<+5i(R^@qH)#Y0~t<T^_x!n7wy((|@4e`|fs)Q_@Q}t625j
z)<8rB`m#mFmLlDkB#!n02|%o%ufB{LuJ%(6BL?W|%EW7s$B1o4D0@~9)k}#zX1Hs_
z?PaECcMZ1&B<f@`Yh{Fw(yx12Uac6ZN=8A2{(?C{29;W28jKW$i6{zFf~b4~-XxCG
zd#Wj3?&2Qn;wCD^cwwCWoE{ZbF?n+Jr2Opc>hkJIS=G}gS5!^Ns+#zq99^yVN=mhQ
z$COPjn>?{>^tkegS(W9J$0AGin5xloU$uTb!oTvNvIomYj;|^kQ#s+m<%{(3l@rD-
zm(SPe-TfWq4~;4xGm<za$@4Y(728QLr6PV&BY)11f2yBSnu~w6hJR-4yoP_ohJPaF
zJO*F&JMj-6oLk}BZzp~a@0<sp<2v!9Xy@(#_zyoWbzTdE|L}W5XJ9b=habi{7vg{T
SMV9kdxWRTZqtj%44F7-6G3lHD

delta 16301
zcmb7Ld3+Sb@~3-dliloY?h|ryBoH7Z60UFsP(rxz0J#%FBrHf0xj}*WLkWkP&|t$;
z5ky4A#{+|o2Le$P1fRkKML=$!h#V3T(1*aUx_V}ICkemL`{j>KZFg05)wimvkD2}b
z=a5$~ho}o|D;sQ8^Az#}A5uwT{l-n4lK;ePURFsyV!?hk_ON=ep0283zwR+~*|pj-
z2df@QoZ(+z2PpHe`o4Kba?j4VmJ=wyu#_bF*zhm5rBy@zYLybkzDjdc?MfS?@Bx)|
zS*p6VT}7KLb3Re{*wm83f{Bk!ELc(Qxl9{0@Z>A-aYax=;e&nGu7rN9@Jbhnr=KW%
ztBd5)4;5C~sT19!u$o0}muH3Z#2OOA26ph!(+aCDkELf7wyt|$dQ$RTQdp0IOu=_G
zkOZ@!?*42?$3kLb3%Vx|f3~)JKccWR*$FH=r4bEL1@pUEKN8wk<w<8rTav>*?vch9
z+#nCqd{tUfprR#YtRY7pXFa-3rX!*MQ<_LdvIAYS$+Ik^TO29J5f&PpbUBXTV~$gZ
z<uy_h#s6wM=|MK3X@5t-w@g7z7i{h4D2nv}Z|UbW+L59*Xn<c?&FysZC~&9J9F=EG
zA}!c+otyK7Z%GP0tGjXvTv<r2vFx51<SMeB(pmTPd^0i5)}X;M|Kf3;X|qcTS9s#Z
zSNr(FsRjD?suy|<qqMV)ZM~RFJJ`7Me%itk{P}~D*v7OFHZ5laebB~h(n%*WkX84|
zBz;-;KE0_&Z+lE{yU}MHeOk8Bc{V;IS!qoxY<%5*+KJ3#cXGSYwKldcGM0_#+tING
z%mGK|*;v`swzMyZ%_eQ#9Ykwfkx~@z$+hu}Ib;P-c#B4}`GXSJ@qRI2CaX-3A@{N1
z{<C8D0`v5uR-Q=6EEIr$3H=CY&9t%V_fx9&_n%H2-^qav+t`^F>3mNgYR&NZgOce%
z8!Md|R`t=K7~=T1WIqQ@Z>GD?if;-1Y@kyzu~tKRIj%{b8ViqI=eaovaxv+_Ob7MT
z&0+_ijpb>Kv}79|97GbKvqiFJ8%zv+jvN4W-Z>&X+5nxPE|w(@Z%AYPcz%u2hi3X=
zwvzUsAdUy$B&`95{E=BS+fU3Ka)9NHXk}O&AjJLnkZckQ3fRG}-N|r99*Kio7Sh=c
zl17H1bfKS^BJ_ZbSI?u3UAo68&&a4aF}%oPI?s=lb&n?tyz)<?{1Q|CjDs|_%9o6e
zFftm9$iLl~#ImiUQ{eO5ur|Ujk>oLK$e0uw>Bmc*B!NBm=xDO*zlUf$LbP3n=&%ma
zcV3A8g+`vP2O<|h1cC_Bb_vm+2+=LCi#LTd#522~U2TL=91#K~h)}%0K!_&#W4Vg;
z7iEp48nV9VNLe3rV0?kjc0^}8J39IS3QYo?4=w1d9#c;9K!0TOl>aJ&M)|X(;W2cS
zzf7TN{<7fB@Rz0c3AB+e@UNRdfq)K(Av&N15{Rz$$8!9V^p8vbHW>bi>@l)W7Y>Pl
z>;ol;&JKyrE-AfTO7AnI1v*w~RysP|NFFc%;6YW9B$<q2!Q)Hen*fLo_vhqAk}MJk
zs$>$+&Qon93{Y##50nr)rP$tr-nH?qLuoQU{j$=A1hTD#nGUDjJ40vDW_CHhQlL-H
zFWSV8OH+ouE<PcEPXb85`al!xh)-X;z=!llc`?IiA1Oc7?mNW{H+2oTRDh;@jrJsV
zoMWY^;j~8EK!aEt=b8$9ancp|t{Y&9z$6yLmbRcyJ1!i$>jTIe==FLZuant(la3RO
zRZh;J+oaHXuMptbm=Eqx{GmefjHytcGezYy>vQQ;a$iDYQN7N9PEQj-ofTA5lWNAv
z_he*M#*}hGZb@K|k=Cx8!Uoi{>`v`n%)i*^nQpG`qlGlofvXM;bnr79Nn0A=;K%pT
z5j0hAPj<*vrlSK_8GEt=R)le$S9!HqdwL^R9IU@<UvFtFILQu1e#j)yCDt3S9Ug}R
z*BiEES{Hf~ph%CQzu8$x|CzCm3$5OD#sOdTb>?@7`1>jBmFZ=UxuP}JGur`^vkk4^
zt57n7mCRgD%N=5IaV?UH6cC$Hl|3to(ADT?t8gxQ;ypTpSbb)I$jwRg?+)C=*x!~6
z(6}rPmlj^Z=oGqFjBYIr(}A<z#bvhxOT%u5EDgsUvNW7<$kK4sfth#SAyS`Ccd+~s
zE#107L0}NbVQm04qBb-Lz}%;-@_+i#J5tsafN4M7fh$WbVXO_H1ZzXH0L=Rolx`9r
zC!HycId2)-w>E$QqBaOsqBiViSLaWHZ#WOC9kMp;0O!7^uagNdK-}`5+|7Je-+Ka7
zz$(ic(t-f+FP42-)`rYwf0i{SPl1jWd{<N2m`Fnx1z>fU&W=3Y#&A+h&4K_#h!n8&
z|LH;32JivLX&iYCeOx0&-$5VAbT)8dQ>&=2hhT#65cHvk1?>F7r-WT%rsoBi9-7sU
zehm1-^nV*N8upEJBZSnfd{+eoyrh&w*)IoRmWd=vksD%vr%VEeQzn7UDMA6&^y;F_
zS~(C79ui;|^^Z734v<!CS9u&wbK>%silVfmv%VbAg|YO363l@iPFy`7lH!A;_-Iqy
zHwkoc-@*qbh}H5At5}*!F9-NKK7f`x<*a$eX*&EPT@9*xrqdT;Ai(MwrzzsCdNTk(
zQT2W|tCgq{-m3Q*=#y1%x1g}<A*ENn8_%~UB%TdPNU-dyx3CO0qVhlVq*H9YUB`q~
zSPLJmkM}Kl-6^YJjZ;>^%T6|E{b=fT$!3R37Qsd?Sp*#}y$D|Y4^5#hkgHY^bhvQW
zeHj#sD(JPqa|v*OT{j!fN6}*d4Q#d#vx9tA>|mkQTLdo&qvdA%h!cz8vQ@VnV}J?r
zVw4Lv&)<1@hC|EDFm`(NKOB=KkH^BJf|Snl^WUyJ=187d79M{uPy3fwJIW=`vlbq)
zZ3R7NPPKL)F<})>d4u)}$jP9s5flauDGXYS;`z?W(hv5ky8DVh;r8jZPrEFfC9d61
zKXBo(X`74Rokpz3rY*=4z*m(KH@m_n(QjNbQ2SjNKeC4nTt9}M*IUo&;k&Mf?;Kc#
zYnTWh9A(R1kGHO1=Vb8qfV>FaHi3g&lD}}t;GNizOSidj3ES+#B`no#iQX4NMn-R|
z3!``YjY@k*U;_Nw!;o<-aaOo{i<hmf8v}TLW0}3TWV^pMn^?yrTUGU&tBL(#$@gGw
zKCztX>Z;y8XCEio@@lh*Q!%iKP;Rxj=ndse5S5{vB`6FfQbs7ZxI`$~7w=qSA*t4L
z-_FgSkmX`b9(;_X`3oZeL>8FZ#4=ZRZVqRcw#*}M0c$+lRTWD&xMdXAvEy5Nk!rL3
z6SMt=cYBeeX8X6Yovw3>Sxainj>~SGx8$y9;XC%juI)0IVaA@i14Z7{n!1<WICa;#
z`PLI8)1})Dn}xM*UUP!H!**^CWPiLDL!WnJ0+hQ&0yN4Dv?Rb<Atw`HDckk_=Z>Dx
z4}fO};>=y*?d}RKFmq38RgS@uXP|{g%v_!4mk(At#z>w~79KHkb)N4(e8@3b@_3NP
zrH>_MZdX?F(R{}o**(kBElx~bt1>@ssW{4I|Ff1M#Fj)3QT4%&V&ZsFGOe&MMMx%*
zQcEqsc~fc=$jOv?M^KnjNEs=$#0@Ex%SKn%z}&1|*-H-D*f;-lvhkl?r(eJs1FHL{
z!Vp>A@6G@D=ey~NKv^Y@2Fm>UmJQh##@u@zpx5=D8cWZ2dme!La^}k{>Im|ccy;e+
z(hS>^EbR-v%p+Z~y^~LSK6wP&hWNCF^8;`r19xCT`NSZZrE}q%o~09me6o}*79G|K
zH8BWt^jol7R46Y5p2LB%LIs?N1E8AHPXjSYw+CXC+9DKt*O<csI+>(91F=f&`+Br}
z2QWb#x5KcqO6~BneHetvy5O77>|aT?eYM#{l>#=A13S&o2)n#Fa0WzW4xAMf<^WPM
z2dHO9RhxsIN!|FbFF8cWU##?SU)LXE_<M&vlI{Q8&3^s%9oSptf1gEzf@KI{BlUe4
z6CrGg?J1Ua5yD>B-rc7?AMSL7j$uA+VeH7!F!trq9%L%^75nt*;a!Ryi-Ki%SHm|w
zyo-W;!@E&*Si`$07{lufmf`if>In!o!rO!X5rm=rEeJ#VwNUB}Z2)}LLwh|)4{amX
z^<+=`527d5a}0)+;r(48sqZv`&G7yr*?u<ITsoTw?-6$TRGRy`83AFIH@bI0QbxBy
zh!I_+j2ZrW5H1?~Pv7M?_SU*BJaBe5X~?!*>`Nm<_~pH|E=;ffxQu3m$Z6a<1S3jY
zgz$CUXj^wA45lyB%|j3+z9v<TW(UrOvnxNvfIfsPI0WGu2HZYyH5bAXgD}wh8%<^>
z&d+reie@-ygkaGQ^)ls!@Vt(+wL45S$-My#>cwCVv`Y-;3JNnEDFcJh5ZnWmUr3>_
z83cdr6}l?kW07KAB1;abEbm%V-XRU16ZF1ZNH^&aY?Kg?^^DYnv-B(X(a-drotB>4
zSNz$PD=q19z4wSuZy0;!*Dmy$-t((ZPXrr#H3PQ&l~=Q<f2f>3Vx-=r3AQEpv_-Ig
z)?|>**xo_5)AgWJR42nRSVCWufnoPw8%`@^JeJCM<cC_~@tOcb#^bpVOy6n0SK5n#
z3BvI>3=_xG7b%&RorDgPLznY}VlJ28SZ|*v<(?FBV&CPOD;g5|iCp%ulADuB1*#N>
zHpg?KPnc@nD)WeT>L{3@APq;`WS^t$MBuIW?7uM-&;A=j<=KB{sJ!{A#$m+GGW{f!
zCv{h{NGP6dCvxIXTDf(*#0CyT@%Rs##PR>fP(1$sgbMKL>ue~V;;)8^^B<YW&xDgE
zwG`kL04T!apCb&9f6g#*dW7dV>;B535n;OU5QQ|e3XAixU4K}zk>%ZPLWLr@01*H4
zv(%nsBfEM#gT5Y$=VP*tmpDlxkMFE5ru|@y$mW(S_<JIi!>etiA<5wxl)zRI4!Lw}
zm^>ushsmc#qtVt$VLnJj>PW%HXC-Yw8i+qnPMEw8&~*(?CQazVFuYQIR(kz3YN{~2
z_JvGrp+JFvOd8XZz9kXcBxN_E?0bf+K+MP^l;t4-#Jr5pfmH`?6hI-~DCF>q3V8*-
z;u-pW(3HSR#@G$eHuq4=>BavCXy+wp=Y2rCD?uZKZ*h^n<ThIC4EMpzh_Bf9pVy(%
zH6T<?!x5_FaJ*h<9FFOg9$rs+=^79#)X<aWhGTa1lfpSt_z^?c7c3OEfOTGi1vVjA
z=lPrf@)CtsapCZz6|86IQW&Dv72G|OYf-qEhGY@1cI(MSUgZ@ok^smHnCL6g&`tH>
z<OG}+h0Bye4cT<Jgy@TKo<CLTN2Krp!%N?E(uENsefR@0v>Cl1ak?mRIxjU`H#GQ8
zL#e^{nhLxTNd-3HJcR!h1Js`I9WSaDhFd1$fPv~T(vnw3kpH@9r9@!SN{Ns~t9yhj
zT0Ml47ObLu66wl^#K9vZ@!+>#L_MkH2FO4h3m0e;g=>5S7OuyHl73{IS3yaHPi7f2
z2^H{QFq(oMQMbrqUK#-bTPhVS@+w$qDDXv1THuQs*a4`K6uv8xq`<$QBS|Mvj>*+j
zXiG7s;mc9vQL_L41=$`6*&ZFTQ#xd45Hdcv6I}0`h+V7?F>$N{X+#W^iCaFELp_Wm
ze!M0Qk``+{jfBaVMIwC=GiI}{;LJ`Xj!494i%7ieZRw*RC6W*6LcAJ$A(I+>Ap=81
zqJdqN)k+GeePOto1z!=f-4@JN$B|)Vk{GFl<$>8fr{si4oRSlGk9c@BVSc2{u`+2Z
zu8dC!XFEZ_GZKhc*nC$;aqT++e8~o6KtUWAm5aPC5qrbO;nz?J-BKT9x{?r4>d}rk
zj&t)%iQ9f3HG8C*Zw)oRxJfm>xPfm1H!u(j*#v&7G2|Mwii_m&k@6yWU8uMSm5<Tr
z8d${Pa`ZWDYeAOqnkHl@jfukRR7Yf#cPlcBrbo$T@xCZ|cbpc56}n55&qOrlk+{H3
z<sr!=iKa&3JbWYytNXAhtnLp<+5D(_G74p*<Qo>LQF8MzCko5^lTvz?lz!Hb7N}T9
zu4ztUjAx5rfbc&BguvCvD7*)juBOP>Ew<|ZZuapvnfFg6bLgiq23#WVl){^(FkOOp
z>5tAl@I_oAKc{b?<v!E97rz8r<zD=<pl~ma6z;`GY7<(KorL;D<9#EI=JOU<?;H7@
zwj_+NY(t)he7l+svnYn2=?Z1=be{+s5zRC1qhb8bbdp2b$?goZ8>UWP1{p*KU<b{O
zmKVt*qvb_%ZnS<76i?G2(?Pj@613}YZ{+fjwxl(?TIvs~fXsAJkkL;Zur{?NM=89$
zA)ck(j>3aYh0y6e2ZjrFxskpL8Ss7zC+)~a#~RTb>v=gE-`Qxn(0U1r9<w!r{ORgw
zd@8mzS|;RXAr|imkM{13uXP}^=~vNp*5p;dTJP3)Z!{Kwy?k9~z!Nuor=w+NpN*Cq
zzLOF_vCLeG#_V3jtGhrD#EVPrx1~#B^S&1Vg%>c0t_-&^wirxw{}@bkB?gO02(Ru5
zj_Yc~drh^}U@<^7J!xtTCVMNXp}Ex1-bX_-tFUhg0PjQz0K>2Z?Byf7l84|cmd?+G
zUn%s{XnYfcx9A4YO@>iwZD;NYT~Q1!&_ywFfnE?JVS7487KC|dDP0y*8#0#;nK)Mz
z@xf3$DX0>w^9BjlM(OH$>FQP=SHtinFvDL|5QCd!&>&00K8e;>QpMgFo)N2N`Die~
zlES`Vfe`{Mp-DVhEaH{D04!(~^`bCF?q@y~d7r?qeogFTrvOmCc0e}E_Q8v(lWu~<
z8A=Dxh7Dz&Mm6;2X)-T<fV8768!}Nynm5EM6xC2Zjgo@$odue!OZWDbCUbdN4vFG-
zd&3Nj$RW$=n1&)^@EQcM@jn-l4&2=bveNf$kyX5VE{TpE0eYs7D~eo3ny+|fMcIm{
zRx~fN75PCBMl=NU8}a9J;W7D&K4b)$%zy1e?sxedEu{`s=wJs6BB_rEOoY|BWVjS+
zla!eISmKQQ$%zxECYC%=JY(Yc!tpEWS_2A1+`|3q81PD8QU<!9NKC40fDjYQ)r*U%
zjSiFG^_Jj~O)>((i-{8og)G8%MG2P|BH@tcQ%NNCOy*nrlZNs=hRNWMEXIcgg~b>t
zy%;|*fMil0e!ulvNSi;HD7HH9mT_oK(%u?Mx{-#y9^co<xAth~hmjW*Is9?agRfEi
zASfIjDI9*3_Qyzaj?{jX!7mh$V7{V^gz(t0#H|I5C5M&TOd2q~WHloz)?&uOLQ<+4
zi{kiLk@{Mqhdk_O9J3p7G8fjCimyqu_V*HUgG!rE#2Gf96cpNwl!T1OO(Vb1Ww&d;
z<#C7y%^-L0)e*#_n<{}?+gYTUpB!dhyfMstLE$h+;V>~;#XNEY-fsP)_Bh{Zm1Sf#
zt+%J$GbBc#+Z1hZIq6R1IOz$-I70=6;~=GHfMW?cO-O@USN~_UJIlx*)zYrPTfBp)
zpNu>YUP;2W1B{d^mX;ozT(XlCEp071r33m*l3~HKf<g<B(k)oDo}2_v|ElfjzxY31
zCw6Vx8{|d5dw0idCNC4igsoqIQSbc&0<Vg@6h3epiPW;Uk=<4f^?j2g<YTz8F1{VE
zt^J5pSh>=-n_M-!;4qMv6{3B$i&R^=p8FKIz~Q@JkVYmrXh*{@P5Gp+<S0D*OGxc+
zB1tq-+LeEjIes8K@i3XKPnlWC23oTPg=itwOoKO%a%k;|z>5iWXv2<^Y+L<ZZ=4}(
ztrNvR1r(d_Fl)WfnRcE!Fa6|`&lz?KN^AHtOcl$Vucc$<1ye`b6~H|43R(Am3RM3J
z0><o|(Hv*z=-<iH0*%xEAqVu_xz)lz<1axW8c6B6lX?fD=3MF2@1%-s{M238<{Z6C
zy0DKfX0IGWopoLU*8nj;zdA2|3n1gPRd%|_3~+Ta4c8I^C<eGPkbY$C=@%?}J_)B6
ztvzo>LXS+r9*y8M38}-sj--0%1*JXNh<<1lY8Ph;eVs%jwOvW{Gd}~O>8-^ot!-~k
z2kD8@A<clMqo5EPq;zPWX+_<nj`Ms>YZ}Y{y-`Wlj-}D)doXC>8T4HRE^ov$dwwO8
zCdelyWQ~^9jxN_Nh-zb45G^RQ04cN}MpHY{9KsI;D3&MHd|p@DNSoZ5y6X06(3h&p
z!nNGg&P?q{>Do{CpqZ4YzJ;rD8U0R+e}KNF)NSX`9;BVlrBkeVc~vO)PKJT~WK4Gr
zqIn`0lZMh}y1UCW40oBJ&|Rd^pix@&aC*|Rm<e-u#R%%uwvD2#RNv|8?Yf>%i)&dV
zw0kWYUtp$1Wf8?<^?ng;Z)V1U`!F+#r_js#q*>n9G*nR1P(kU29x1(tq5j$z(`Zx6
zT5A~UuictO{T0il!&RZvG*p~|^!L1*XNrw8U$X!*zPLuo(w=w{B4wm9^oq3@dc97Z
z%tR;Li%cihwlkbqCn$6RDRg3_Hf;&LV0~n%fvq7n>r+f<`ceC6dF`Oz5h_i~wdN~K
zh^trW({<nqW4a28-JL&5dvrB@%?3GfYmJ!`Yde@$3QAfjDBa4xy+*rR_g7%iA?@@A
z`kQLmUx{W8&57Edo9J|NA<5VQ6==$4nUkmArPIxlfjy6GGY!A;0hEl>AJEoT4);e=
zcK!|;;19Mh`5ZXp1PktL*d8J%v>hqk_KZDrH>}Hl)?JsU9He#)UT8f*phSqnG!Od9
zr$mhWin`SL1T_%krhQ32fN!=#rUz?|fCm*v=r>l5u}5j30+vttfqp7xWX3rY{X<<1
z4-N|oJwQtL;J{DRMtJkqwF*%BMH<I{*{CFGF&Ah^T?P#pGHpinTXxlO&3NT@b~o|7
zSPQG6QF>`O*Ud2GM?s+>NTDGy+PL586SQt6T=o}@*!b&Bs#n_H*2mJ>-Eo*Tx9Dxk
z2L;t~LdZH+HqaM7{{CIMhL;dUeJ@|>XqN%*k!@JjQ&4CXQaU_g4h3#vmi?zrfVHDe
zWx7&t&m+Og3)XVAR_ON5r5{5S@4~(>8>jk$NM*1H-N9JpkY1yD^)zg|Ur=ZpQqnda
zpQ!vqm))vk8h18U{<v31pa#3_H>pg@{@x`kMOmo_%Gt{p)+Hz$7AZYY{w<Y6*jv}#
zi)v|U%1&E-Jsf(R+TBcLm6^9?4=UjrZx2AoJwSSAMeYGUX|L#e06}S!Ix9sMA-7Kv
zefoYZqQyNx1dC{|uCT00g{9r#(X`mLLT|Z6gLbp0Ic!CaK5SesV^~3H`*W0stwIU8
zAOr!b9H6{wE-VXsV@-bYVWqu}-q0Kay<vhv^pI+%9UP|QQTSm=tv87HnlVbKmOD~u
zWV=`Alle-zS?_Ab19I;aNNeJYlpUs>*z?0g*)wp8^17wR7r2641n&8125{p_061gy
zfnKrtK<_A#k{9PF#kzOr`x@T;EGYC2DSf&eo(J#X!z)U)U5sC##Au06D@|?p>MST%
zGE5gMSA&ZymVhIMN!$9NN$D>rD@>=5Yj=eY*TemhD{rMT$I5l=Mc|Toab~s5ix)Zg
zUb0e&7KFC>C8enu)%OSR(!(S}bG>GUb=E+`@!5hx$B}BL<!?~N6XL4lGlbQ_Uw%Ug
z(O@eX_kVKmJ{M`Imie}_&L+!JlR?ICO$CL+A*Ihj_ZFpu!Y?7cIBQ$qRnDuHCJs$C
z+9w|<?N!U3q)ezZtC7!i+A|2V;)QA>D+)d_r&Hw)eL6v}cTe)vV9ftJdz5GOqSbwf
zVR^Qo&~l{o47syUIZ<yx<qN)5{Iv`JRGxCyS5;;Av}4L^s&SG%a~ZNE@{}3bf1K0j
za+g!!0G=QPrTubF$u!deh2sAWLXg=N7nHwQdr~i&>N2iKkNMz>hB~C~{Hk168^aI%
z_>==mG!Lp#QY{vBs*%b!U01%gDxZB*_FTN>Go6J&ywM$HuVZDwj0X6}YQ}|WH|{7C
z2w%`$b-q`sHl@ZyIPwUl_%5m{=5!G%d}sH}p%}-p4plFUZEdPi7W4g7Sr(xeey*tB
zR3IuvPSuzsBv_Tz_<1MjKqv*JbqQA2TYWke0zv@gkVy4!qF7vlt5&^ObQx}>LRUdy
zDj=n&!rDYNmezUSil0nU!+85Ni0y?Y>RWbRbijJ^h78)K*6KRblFD>7T<hOPTC$_9
zdcxZCQajn>&QiU%94K?JGxQkHz6<ZvLD_peTfJtL&+7?XvU()tNMN+TdaK^(qON^?
zOs<3dB*^?~9|Jx?X=?_k=~mTW50s{5Kcp_U_I&xU?CCsQU1II|e1tjBn6YZ4Hh8RB
zXx6TkV{t}aDO5M;Gjdp-5r#(vg<(Jn!;ruiw<OK@jUu(1EIoxL`(q|MQq8o7CaP=H
z#KfX$(@LghwP`bR=FGH`+0%-Or=%4>F`>=)!WnH!3QMMP#}qXuD%RkdR$M%JYTCrY
zX^#mmUOGiR9ONo|d|cu9u@fK9pHMh;#bQ3PSnb6(7ps@-$6(B&_+|C}G(L#GRH{bg
z-6wu%CVn*R`Az)pO#Gb7a~NLy_lTb~cs9d(;~w#Tyr&#q_w_t4KDGzKhj=5^^IH&n
gh?f^V!6EP=UeNO_6(8b_FwgBM_@G+w6Y6;Szqa97f&c&j

diff --git a/docs/build/doctrees/population_extensions/grid_logging.doctree b/docs/build/doctrees/population_extensions/grid_logging.doctree
index e6408e8339c7aba5799defa51d8cfd1d19455c1c..d40cb918c90198bbf3accea9530153ca0642db48 100644
GIT binary patch
delta 605
zcmcazF{g^Pfpw~&?M7B*X2xriAMneF80%T;S?Z_el@;r!q?YL>W#%OoO*XVzz4;q6
zD<gh2+csZeEoPc*rY(!hlx3R*IM1^&KE`L$vdIFR0-JXT*fJ8M?wrswM#eXU%;TMW
zPMT-)G|?nhBGhg^C!J1=y2%HW1tv=?ohQb~1IjyD89x$sroYy6;*^O_o+Zk)SzE`4
zTS6kEq@<wON?*SqwV+t9pt2+*KTj{eD1GvDb9Y5Gm}E*~Nn%M+VsdtBkzQtMNg7Cn
zeoB7w<geye#CS7v6Vp@UbMg~YGV{`>^swY)=4DTre8a+-mnSthDK#Y?te|+Zgynk<
TT^0t047ncM$z`*ll@=2K5>3#`

delta 388
zcmbPJb-RMKfpuzt%|=#bX2uhf^@L>Dk}~rWiz+9_2`!uafR%MK3kxeFhRo&%tj$b}
zS5eh(+w8@;pAB7f_vWtx7K|vOo8yG$Ffrak)xCMLfeg>)SE5O*7&4m;WYRH3C)=qA
zOzu`XkEz^FWhd+8WDZ$`S2j;RuPHG3wbpek!kf40L~|=BWR#Q?6kF-*mzS686;zgF
z<mc(-7p3c`q?YLyq!tuU*0gXJmw_oN$<NOz*2_#SNdqaGJkjC`KTm3IQff+kW^Q77
iYVnlL$<>z5lh0Yc;m~GbV91c`!4kFtn^#zuFaiKY@{7~}

diff --git a/docs/build/doctrees/population_extensions/grid_options_defaults.doctree b/docs/build/doctrees/population_extensions/grid_options_defaults.doctree
index 8b36be83bd08d37c4c9cad32b09b2b313819ecf8..da775fe042907fd1a8b71b669f92c6354d73bb65 100644
GIT binary patch
delta 2529
zcma)8drVVT80Q??dv9GCOjZWc2M+@xSP+<K1CfVj3JDJ#z6%uSD7S@HiXh6XY)&P<
z%7@#`CdOq>V#vmF7sWW|NTzXH#F;Ev;?y}z+!CYyv4w2Q=JuU?Yh}p<|G7Oq=lA`-
z@B5wKcUyRe-akTBz3Ri0pQx;%<QMSd=wHk-FEcMow>P(W)9dYRi)tI2Z7tB7JSOF;
zqG!dV3oGZ6M>FwENcLC{KO5#!VilPUqf1&zNCY(HnEtnBsW<uina;7NpQZYR4^+hP
zR1U;kg#(sIsG*!xlaWZC5eqdLTIp!!RTa_C#yua7HpIh+OMjgODjl%!JTc8oR~{P<
zqxmmLrwT_@&x&=fnj-K<v4gCI`^8352^AFv$m=xI3Khh68zJ8sORH62wPs6~OL8ay
z1f)TDtw0XJN9AUyE47eQFjQ(FBf-$&C!we1P}p9UE_|R032_)4p<v5PQ0c|v43vT_
z|CDu*n?cs=$of8cfZrF>dkW+_LNef1#gHyq9TFm*ruc|qt26RS@~`=ukWBDxG=M2(
zk=BeyERVyu;pz5}ueLlk48B;ehI^GRvRaNWFEWso5N|cXs8dG@<kf9Ulr~5y=Bwd;
zCct~^3#nNR*Ro=0ih3ZoP47m?Hb<IhBbeQYF#Ir;5Qkn&Rl`JkGJLw>qR_>5_2N#<
zwRi^aPA^Ufuxy9%O)gZ+w^3GK*w3gi5149`!M}M2Il+$Rh<Qw9R96lD;uwk_BgJ~S
zwKI{Ng)>_W<ec0l-Y+?W%~{Ar*kXN|wyWV*XM%RGQgkSbhjD8RISxNqlkpi^^*W=9
z_oZ?U7oHBu!YuE8j_y|vl&6q>2(Mm8{s<N~HNCj6s&lbduEt2_!cTRwxybXdwZ=mA
z9P<@vhsm1xk%8nK($C?rhk#Q;^&*d86R>Pk!EDKJ&X!DykWi5$pM{_tlBsr_kXLbk
zF{uc~<#Sji?Z@Z@%{)b*?W~=wuvAv5Y!-I2HeZge8<`Z3^{|!fu^uVj-att7%;PuF
z7>Cn*mmHDXWL7*JXaub|YwS1~mE+3Mf+OH}W|QFoXC=8D-2776giFqPayz(tBe46f
ztBm{}-2E-EySb@~M)2Slmk}+*b<4J<!yJ5@XoTAqUD%TX#gm+D>_^ST^e`tI`yj`R
zy@dadu}`v=6k`u?(4CzG2G3T_3IyTB74kq<r$TR@I@13Hx11fa>nyOv!9yP(HV~AB
zWku1WHX=k3eG^;BqHp4%tS<^8mI&0(!J|bhqzhXo3H9<&P_SC-4v?a>v%J8=yhfO_
z%}4tc9o~Gb1L>1jD8n=|(FeJ0cc`0}6%ct;Aa)c}O&e_=%d9Bif-CJ;G@r8#z4+PV
z=2i3=O41AlIL^Yu4i~+~g0nOejLInbc!;Y_f(tv|rgzyvnkF#Tlh{LX44H)So%!@n
z9>%ul$zKrHS%P=Zu9v;7IYFMPF}T^8sQp?gmW}izXuD!4GTg8xAwy}`F?`1P(v*?@
z5#txq37!qgH#|gCS5k{0*OVhnuPLL)f`jGkG19dH#CI+LsV9z>;ZpgnAXW(P%_3t^
z)H^>iketWlC5$96()jXU#R5`jj-aH&xfB9(c@|5`*1A~P%2@iK#<x^=2;&ul_}NM}
zh#yM(UP6EH@bMZB-l{S{#u@>pd_}sUAo^GkeM~CtyF<x@l)39XiH>%(wtBpl^mLEi
z<28FaS{?3Yv%94M!gs$CpY-^!-qvbsZL!rk?Jed;d+TcqkzVhvgQnfzMTIps*&6KC
zF1M||vAJPzpUTzP>>PyhJw;(!dsD5wzFG!&;n1G$q+wRa34D0>X_{?K_SO!M-8<Md
zD6)f6uOp#raDjLNviFt<It|l%-^_o<z}8<lF9ly-BKx@$58_0LY?wt6l@s04`Tlj}
EUsb~>;s5{u

delta 2427
zcmZ`*Z%k8H6z5)E`(A~L3W{J`7%)(Vtqz?Pbqa_JA_z<k4yhC=l*hk9tH2Z}u+2X(
z2OOr(#ULaa$zmpX%lxwqaLJaKEuzcxgJz2xANFNLOg7E7On2^k6iQ)VZg1{6=bqp1
zoZq>x;~!BtLpitVLt&6B@Fx$TD_o~8Dyy>AHo(pBYtnXZ=^UpSLfRrS;pHpc41Zmi
zae~ozB@&ZQW}jMOQwX8Z7Z>5llv6qiBd;uik$5$Hv3z1qqcjr#2S<W@!^X|QutgOh
z-CJcK|8EURyw8#OKC#lc*-U1g!nipGdPS|Ycf)-(S?Ci3k6sOe1?eHu?$iNpPOG#a
zou|<q0kyUgr^9xjtfcHf&oR+V{rp6p!(~0&^$|Zm2+gpQUEt0z&^;X7U2lM)j0Bp?
zL1g24TF60Xlo28=YAJumI!b#uXlYI)U67n(gr`|a<P%uEQ%^5X2M#EKSEm9YAlpPQ
zaPVa9%kU^uMf*9(PBTE{W=>dxK<qlP3l?VOLUvIc{aLyGAzt54A9HZ?bt9(}f1eeB
z4!O6NgsG6i=Zr@<+g(+5U~P?t2eysUJ8zyNG*N|=(gRKCVAtFI?S{Nr9nans4DatL
zr`uKVl0gTSay{LqLW~JeUBS~7woTMdUmzx{pfe3%Q(g)&fjcjp#;c%f+o5F+%yH13
zAX>4gb_2TMPecYmf(fv4@3^Lk9q7a(Dx_tibK>9?{|0d6SI{mMtF`7N3uD*8ovc{c
zvhQtrk=?L7R?NimO}4Ziou*sLP;63a+Yb}_!fC$>HfQKSyE72Z9SJ2jU`K(Te#uIs
zbo-i$b(?$(PYTx3dZg1Br9GkG_eaPWKGL|9^n=3^hwB+j8?NrWFu0N%EcdjR6=_CK
zPr`F+JZ)FOP<AY2H=F3+3Y%v$*jNfTqIf?pG>~9OF4x1v5hD#!%UJY~Y+Xz0q0SoP
zfucqz0qQ9s32NV@&!&@RlCAQMSF%Di$!f0(N)L<960%!1-U(TR^2(jMM>8qNWHr37
zt|0C3yf~gTOfp@jO<>q%5wUIz*Q{I8j5jL^bhDkTK)0GHP<miXC1jr0*h)F2_Xs&F
zCw9122A*Q56iIr!K~Cvooclg9h@MIGG6N?okqp3K`EGJcKK^FraWI^y$RWSTrk{LG
z`ztq+zhu*&zNUz(46MJkK`*Ob%X@Nh0|*XU0(7t{VzG7_sdz~(YyZ>g?evryTJpkZ
zr<#dhw~n77{!5IUB4$v7aqlv?QxpKV9W_E4I$|GFG3%=NV)wM)79KmhG7zT9B3^=_
z8uOC3FhHqsKHJGP&gZeldVdUuLgQA+QTr<)E|~|btb?UcDm&|)9&#Gs*1;C+t%vo|
zDb}=&Z4<TA@nS14^ZlT1CviYuQ<%S4&dYoUF^AW%x3ZK9-%1|&#=&Rx7ldJUsuRD$
zT&rh)6cEb1p2?saJk;culONDC0fw^#%_s{su>5T5I}V>FzoBhKocGXQN1r)|ehf>w
zFO1@k*VNO0c*rc!k$+|8IB6(~h{hz!3!W#QT!+ra=)mt3E^P3}V7O7fr^XUX#(*^S
z;@a1=nm%Hck_X;1Gow748Tvi%nRv1R+|6q=X2F}tSaTA|1%ul_cL|fP&paq`N78IT
zo_Y&>?M_4-Pu(%vNgO=l*da_!eY)VA*(`W6zbIaTZ(Cne0=#Guw3Up9GOk!g9M{EN
zh((c7H`~cl>ITvl3MXIVp{ccMaqpDJ`6-X{5@{Qw0i$@(G2d2OTU`r-?*>csz4Ih8
z((ZCOoJl5AU0t2g(crRIR~f5oOHIYLLnepK;e;DU-w4%toLtq_6;5NB%~isjAnMqU
zL4mf)B3tqPvPx^I&DnDt0*|M{{^N&Z2Uz-xxHvmBRn|(ItHFWx#vYLwvYhs)#-8Qk
v#qJXsLWqVHxWo4^6FiURA*Fpocs%<wu+Nv+iK8X5VMY<-;*d_a?;-yI|EUcR

diff --git a/docs/build/doctrees/population_extensions/gridcode.doctree b/docs/build/doctrees/population_extensions/gridcode.doctree
index 7a5f57ded599d4d3c5c9e0b4c0d9a6e7b3c80fe2..cbd022637202aa3ec200713afded3423a8832b40 100644
GIT binary patch
delta 5530
zcma)AeOQ!L7WZD5FPwpCB?V#lGDQUW2u(l`Ej3L^M8#BC`4kvFbx3nflC*3I6+E=2
z$pZO7hUUkJm9C}5^HjSVhFccunzqlb+h(=4<x@Rod(OGc3{z(QGxvS(J->T?=XcLJ
z@B7ZN-5zImdT7>Yo|$#}pys?3-Eb*3&^JChF*-4(uwuC_rl4^7=)97O+-1<?xx?P>
zp%b^TvG;g>?jb(>#Xano^y#`=tivV!i}oAlM)7MlS%bQz`1BY3;6Cjz-q+WzAM%m^
z?by8*H$)2!HJ<R@xO{ol6K2;3ivK~}XbT+pqY*AH2$NrWLT+`U{J|62a<lA<6W0lY
zzh=OI;sEOq4T$)0Fl_uRIb2<KjL(tx(B()tkgXSE>=Tl;QqHHDNQ3p9C&T7I<AkAd
z4o;S(%2Exvl;s+j6cFh2S)yT|D>UR&GYEanf!t~S1iG|v1P!BS`a}A}`36u_8ri?b
zmn`j9CTfJCO)a#jg~7aV&%Fi0@F%r!lu7woU!hxzwUM|5%@~SyhvAd^uIW!Hvv=X*
z<Yf70q-P(dS5t>I(9;s;d+2At{b;o=%&<?HA<4#$XwLv^I!&iR#MGzc0Ii!6*I9|{
zN(o;rD=}E>ro?ZwtVD>Gl?X(7*I5Y!krFtN633@aG9+tR-6V1`PHQ1c4Q$GqE~oK~
zIhbeACa~D!;XLbDI5T~|oKI_fSiWQ2;t5sw*~z2icZ&a&2R@LGFn=${Nmgqiq$^NV
zLv6-Tm^$-AL%rfqr#OV+9%w=wo>d%%^GrVu-=wXS?Z3n!T;YksQdDK#OncO<d?DX<
zC()&aAE)|D94Md8D-|!et9Vwa_;01+NZhvzQZpEYDvB<9ZAOvMd+Jz03A3{jv=L;)
z<b|0g;J{o@V;9Be(C@_D%OV(;A}H5?B44yZ6ZMlsJ<Yx((;&n|G>>x1m#kyvIEb=9
z=%|a4b9HdOE>vWqnJU1lheBnBj#D5<2eCOtni$+U8MfzGB;!)$N*x#NDkp}Dc7?(`
zq2shsnAU{>A{m17hT-qUh2ez9+_8r(3K#m_D)gPWNir^P%z8i^!s`TcJh`JqN7SL&
zh2kVG-7M;{Yz!22qK=b(%5Uq%Cur>o`hp4?2S?D?RM6j|nJeh8IRGIcCZ|kX;CLC5
zDg*Q!uLVM_t|sNLCyhinwC3ibdFw)7gY`KT(*+Ls0)>n#rFrWmZlo&noFZw<?-tp(
zT?92kLtmF#pr^wT3pSTcluMOMo14o@<#IK;%+@4e<O|?xp}#~N6($Z;m}yHo^;`9v
zR$JIZNV68!WEr%H1kh7$h+X{`%;R~XpWtVUD#c+o`FWb9s9i|#Og*QWzQj+657@k4
zFg+@mp3P+z*kz3h{gf!_vYUzr*K6iglvGwUJ<(L#w7O|zv8Gsydwzx+xX$9Tiu4;i
ziz#rt^e&0pHRl8h+-{=qhDl`>X*TrlTEYl-R3yov2F|_-xM2@WE4L6J0ydQo5%JJo
zZjoc%L2(R9CD2rWilOADZQ&p<$3fz4NM0DtlE64n_QqAF3BzIoE1YfM)|X2DSXx=i
zGv<4Frk|#nOVi}<XzgaLZ?eLZsNF0o<SjcVpCj`~XYFn=aP8vYNaOtms$F@|6%-b)
z*vCN~Gf?enr{K<rK<y+0Q^otN-WeALi&vax%tcnuf$1*<Vo3-bNC+G#)2=RW*AMVw
z9d1DDie#Fn&TI4{Q6T3LPvaJn$x+8ukF1sfw01KI9#BM40?~wIg82=h>i3cMy(^`V
z$pmvrk>JHr;6M#H-HRV%8D4G)@gSUBl_aygC?T{naCfwxnBgaJpaz^^Z+&#05D9Q?
zb(LJj+rt_kJx*+|2`3}0SC0UEW}RH+<N}i)YnE;9RGJkP92}?8>BXn=vWpI#ik;|S
z8%wP%lW0r_(ucWRdzUy1#>a!?c^8BZ<s**ZUlhR<`1WxI^gk5D)1lx%0X0L-+D&w$
zh;MTvzH!}SGH{@qhJFKCLmc{ui&!{U7bfo>=#-IoM?>5CB$+&rp9Hf}MnAavv_&#3
zRm_9*dW)Rzf)MXH49OkH$}<En`&AWUi8l_!+Yj2GveAv=eJ6q)f*+Av+&P2djDv%7
z2Xo%%B0!w?FoBm9=Q+q3m@~st#e2;8v<pI<yBTs`ab}1+XT%a`9EdZ(i4801MsaTF
z$JqqiH=dRuM$#I-*s3>Jj93B|>yrY0+&Ti%4<~t!!x@N+3XqA$KB=SRSR+48?t_C3
zIWo=&jh&-pG%njCq{WCYe-QwUFN7>dWWBC3&sx2*s<6qrf^PK%g|_^@d;6lzuM63v
zw%z+mkg<WBWBnCd>aX1T4L<UjrLu#7@v@z`1VMVJQSMNe2aXv{uC1)k8zF1g21wX?
zC*0UIST-Qt4nGg;(?*Efy~Mu<eLh?qS-cFRexCdX%@BA78;o#ZcQ_o}vexi1%?4Qi
zP9nv~UuWhAug7WRStE3Jl*+H1((1pYeb5Qq*a}i-a!YRy6Q?&0)FJ{*+#)O{XKv%6
zOMer;=7gItQ^&|&BUs9Vjh`vX9!SswCT;hZxCNcL2dv$0qZ>SPe8nDsTjAk+$%iAZ
zz+=ssauHLYQ`bLaa#9QDLtlmyeCX8<4pFj7`L8iSZ0Fsg7iPAEn)=-9(0v*D!Zavh
zPvRkXuVs|HLjJ-as8vULG<HPZX&oY1%?-qxj~Z3qyg4q!x(a8k2hp$fQMx)rSF4>@
zHE`-krro=(RLH+5N|Z2f5%1edn7SS7<tGG;mlr4wP8e)tww<%&_iFx{b6%ds1Bf1B
zK7nDmTv&Ty(XLnJTcoL<w7vncyNmonyj|(jOKep7biw}JYYox3h+9N?-&W?-?cmH2
z5isY4e;85}c06HYjY)JDG=q*g!oF(HBq655@fVlMxwMR5jv2~&Iuvw7;!;CLoC88{
zD-rN+N13#-EmwIJnOm&Am~~qNVDsMXaw9J~pWb!eoR2tQK8okzj)NAt6W?T9pP-@@
zCcTs-U-IT`9O+HjXzHVBK%WSu=NAr?j&%^SKO27=I%4oKwH~34uBnsjykT~J7~I%z
zl^5MvoL4MxAQoRUi)-#IzG4;wd~U*GAhJLxvA}^?oQH*nvhi23==~`ROjZ56>Jz-y
zx%P3VPF8tSPm|@|u%>yQoajTEvyLe~E*(|3oR2eHI17CG)QZB#&g`SX5L*!-@*$=(
zUZPlOEg_Br@<E!jp`kNUJjizRUjsT7DbRRKiDcfSBj0_Mg!$3X5#=nTE@uhgak>iW
z56D9m(iXbnLgK3$`>7+?bq^?dR786zh}$ZnmRBE@ZxJwFyop>R#p|&8=>76zn!>l?
z(SyY~`2Ofv`MI(=hY?^q3G_s}#$%Btmm}+IKHQW2Uh#z=b`6nxeN<0w_u-yA$m}Yr
z*NB}esy#m3lP4cvVF*PF)GgS2Tb0%Fs_MysX70&j2&E1%j`pz-9aRW-!|-h}AWx*o
zS#0Dih#6)s2pp(E=i?VI{wY&v?q3ly*USyN(#**iVCIq-O&(O`BAAj92TH~n5ch_S
zZd8Y!hI_4xkW+AHEQaB4?vriI!1=FGGX!^8@VzOe>r>h6Ky71`m;$wL4>R=T?!7o?
zj}UP*2b4R}X3pDQSJ-Fzg{|`Tzc|Br`;{Z6DEWno=en61zQlMiYfXLe=u!RuAPemH
zmzBRW4uAL(R{QoSiDLI}_<NjLhHAU=H0BORp2pG@=P6%N!w-ao?_>w_gCWIfH^FJg
zS2gxC@0^sP-2Uuej|)G);_B)uTT)C+RbiDax@u*0ab-nx<+37pxcmOl5st-z-0Ixw
zWx4sKh0CH#3agipMNC0uKK!lw{lTV^^4y}r#buSb1tk?lP4%8-B^9MjaOBi|CSzfF
zUSYvvHn739Q#B**Co+@q$5wBs$Sp6VHyay%Ct7LYL0fSsell7o!?yQk=nvxzzS!LI
kZ`7CIc#rqcr|GFjFEG|O=pjf?AZt5S@m~8sdosoU0fLGJJOBUy

delta 5833
zcma)AdtB627WZD57tAojqNp&#(^YxI2!@J=!ltHRD!w8X%|S-+Cr<&v%m-y<D<*i*
zC>2FZ&GN+$TC>{Ja?@>7z-`^dO#Spn?-sVLw%xV%oO@>m5i9=r-TS-uoO{3Ldmi`x
zex1*Iy|&*=vtF}p)TQH^4>&sorGZv$&axuMidE1Q*r*=!GO|9SaLh}i)@stc*!kY_
z2h?W6i`qV;uscAnPVlc`eP-0%0qvY!xn&i#DG-8sjUbNK)$oKsZCH)(3g^<Y66ca-
zOP4LF->6Jy0|qGTyz!BSz5HevJ1&p?6LycYv425RtPS=&5y!i{!STB!{)0EfJG0fM
zqz%jvq(SLmWrzmCv&VvS!Yn>qcE6mkn2)9INT}VX<4U5s{vIvonPO;|@;PqRch`#i
z808Ai;EMA!Fe-N_$ELer<km@pd4UG@jI;704U|@=aYZAbRA~r`CV&(mG)2gtP8!bU
zfg`2VP%pu46^OJ0<*FH#0T7egZP+U(_lQYNAWf={-{dmG8*<_`nur;wyh^V&rH){Q
zqz9o~E0`vKYiN^V7v$nJ{w`q(fnyWB4d>-#s|KoTBLn)ZaI8o2h?GP-!`F`D8FHel
z$`13UZsbf$1onfio02VTTx<=}3bqDo1zQ1H!B)7I*n*O2-t4Ae3+0Keo5)rWv`<Sl
zBx?ov6KLPDS{oXLA{mv_`E)U22^AwKW6k%f$Wg|?XVV|xnF1xbd61IW%hqtY!10;U
z{68Mcwx++&R|%EjzZ?b?2ncSh4&oJBNMAV=?wxVjuvvoKBtb^t9ym!LpA{p)zZN4s
zAQ4hjb^V(9k@?8d%)20ZW-34E!94Ib%p*t}j?IkWD~Poa=&FiSqh>8({JhZVhd0h@
zMeJhZ^2Sx^jcd{ySEM&SmEH)O<IPbrEM*8a=niVoRJD4}{Y<aX35R$=)1p{tOEhYu
z5FQGkxy;`^Xo(erJr=|Mc^|VdoQ@)|+-_kUNec_lxGl7+GZq*aOC^<l7?`Xh16eY3
zFPg#U>!5o>IC}sb52dlW;K&@$9Xc?V=V|S@5sDTrw+c}kY*`%1AJ$Q1vPV!n3Lcsi
z!K#GH6FQN}LIsMmf;lSwSP?-Dae@tT(w#Me=?_RwUT~YQ9VPc6PE_|GT+jA4CX=K)
zRJ*dB?2Ma}+aonmE`gEC#v`6k^tv4eE~;T4^^=lol9FqJlJ6uX-wR5<5%ziM1tnu}
z9~31@NK{f{)eA~OpnY*V57JYvvXL;#xiC_S4;WC9lOI^a7S=yr?+RpPrz8Q_B9^eB
zM7{=*IZx6H))MxC$BvjK7uX_P+y=E)W8^O<T^87LgIE@H6+}_xT_NF>3wR|G-dcp`
z;8}VRx7g6`S<qAz1YbE@_0Q==)HaAcXXgcLlhACGA`k6%4Tc)CNXqS<)p^CN)rB$O
zcJCxhb*du|(EgN^cJ;;lA&mXirPCj~I)q&vXqOG_N-X;fvXxNw1+EYUlQP5kC&D)V
zExBqk+_!uf>wtpgHhj96FdIZw^*2yeWhQ8^3WfEV!7La`3LK#wXpe9dj}7bbR1Li$
zep)1j-3{@DHa<o!kl<c`rx-B$r-H30sArWsxw}Iz+>H$p-k~-X<uUzYgJ63RSW52U
zI7Owfz(5ro+Dg2Q1j|G7^^*JfYMK+r^6flNCY*X8o-cZMhA&F5@SQ@ZAElweAZi~r
z-33-SwZYDhVRu6~Zzh{Z63^_2+ivzc_>~uM6vl+0##JxhmposVG+lCw^BY7{wq^>#
zY=9dTgY>Q}Xn-FoB1xZEX@Inqrwz<Ukn*G8K{Hio%&sJ-IjW-I$GK+9G#Vr7+#&c;
z<r-$i>G*-YPq8#1NUX4JYJ1gehSdxg=?57}K7tHvT!v-%h)kag?GLB(Sw7-aUg$$c
zY145R6r^(i8!{wG{om^Oj3vRGH6>Ip5jWl~pzS^#j{SSh2z-XEjpt)%8IcjNXYDSw
zx1ZP=B{po_j(P>VSjbNxIGGPE65tshDqWgc2(S^l*W0*DC$@SR-Yzq$L)cYe&)=o^
z$7IhGNPg5B+K5j0$<l?ZQ0c;kjBSLs9^HaZvS>$-MVB61$8Em-yaf&Q6?9|cGKs}Q
z*M<l_+Se0$c4*%;o+tZ?Vw`~%p)kds&=L2{1->H3Gf5{6FOnpm<4Z1zl=44g60Slf
zVM8Vjh4-H<!)M0kcovB3$V27)#!bATzZTU?i?DH9^s=z%NRLH_1i};2qPb`h3X?@b
zM_AM@ExIHvx+vtYN{giY&sc=3kVV*#MfGsGW)(ikqB@sF{_uEh2<(1a2Y=gqn1zGm
znOInVR?kA<wWss>I3v{UveB9Pj13lViRELABIqX@VSGyhv}O9knihYs)%x-TBkX92
z=5`VYf$NRFxWxL}j<8DOfB`kS;vA)XRf)4+siIeXuCr{3>s?(@_a<Z8#169{#8`&{
zl+*dPnh$UJ8p3a%gHW(F5H6fB!^-+}_A+YVKJ|h8pxm-{pOHWB?&_iKq_?SOEoGk(
zZk*f<pKOcabw)g3hj66^?A!B(bl`sY;gY`szY_M*-XZA>-S9LV+5VFLIt>IXAL3r|
z?2d546112_8ygDP*C-^o(|3^;t_JbX0@s`RgnuW_yFS!z`DF4oiSWn9Rc)*$5y~MZ
z5z0Yux=|cge547(`EJ$;@jJpyUr5Mah!Qoa{9uF5rY7}t0(9(1p)TDh7_Jb_y3i}p
z{7WM=HP7eS1TKagu7A+v0X+h;)bXqgYIlY33fg@nTvfwZsRzM26S<#v8lkAg13`xn
z3QZIQOrf3lgC_iZieg{lhLJF-RmZOo@iEZ$j^6w<!4_T?q(eq)0PJeDMLa^(G$Ryc
z4fRy&t@ZTQVGq{T%~hlKENA@B1kDDs!Dc*1;C~`$iVh5hizob`bFYJcWCH()(Rk4+
z-4}yy+qG{N|F0bSj)wRZycEPmn|hX0I!z*OTK5iuo7)2UIihlim+}@mYx~ln;eI{A
z(@7X)@SHWl(d{FE?f<R8juJ@BU4BTko%aptq61bQ?T3ec0PH?+(J)bp-$UY~OcUrW
zB%PcqWz=^L-o;oNeDh){pHDI|24${PNrRn-Vt5)3u8lL>6ql-2sy@}QoR<rE^0lFq
zRBU8h-PvIH(@Q(~7Mkq+sTzeseWP@fpNLXyTv58uPekbpej-Ynp#6x9(xZM9r98?H
zQlAWUTVg;ss7hgq4b`Mgka}bxy-<X1MD1w)xE~yUECNE0D*Q%&VO^E5uyMiqM#B0|
z!ur|+i<$2L%NJpxD#5~rU|mI60Z@57jRpu>ryE*zZ3LA|_9zZSLSeIxm->k~FM>VI
z3wWxTydqehXzpQoG0!wpDdkyacRuk2W~!wu7m`{=vnVKR2{*dDW=1@7;JKC<K8s{z
zIh_dISYL~1vj~w+7!vMuI_rslbSmaZuXK6_amaLPpq@x4(etE}{gq{mA17oooemT7
zpGc?kuTTwk@^fZNCH}Sqh{acb3bpXM@D3b3GZ@rYqxf|c88#ZfWPWurk$)xR@uj;Z
z6hCW?_%BWNM5#9RY^l5n*H6C64<nJ3X$Q?B(*|04GVM)*Co}DkS!7!F>y`QlltA9X
z!2gdn2#X)sw_X!;tk>LT0Za&%C?vabED*X&r%xbt8*W~E)`}^S0N?+ifXx;n_}SI#
zwrEAszL_z@A~FLTR|w`>#BFgYt|32_bHH(GJTI|`2((&6V#Lw5GR0AoA`lyjz!{Ko
zx{O{Z`ldt1+tF+)_@8OR8zLEqn0ozxxih9lT%G>E;LR-YtxtKQTx|!f#;00DBvCBi
zivu#26KF7s+bwiFV9?W6ZiX)RFy!Ff7I8E98YQN)e+a{FTEwY<hS90uGE9#y`P?E-
zg-<-YT=wkZj%9R-JC+Z5f=?kw_m1UJ{_a?gr=Eyq(R0P}P{`b9!xKgaE6*i`iqmAG
zM`e;nMfBFG7tWpLtVpeW_YD>nmS0|8Qa0XhudJ+$D_K>ZUtAPdyduw@>s)Csah8;U
z^S%29TirtC#l;0>am$?LOGyacd+#r1qq8u_nfuVPLPwsnto|wZ{e^qM=i=(&(`eTz
z_$aF}6gdi=bnhv{|5*x6%q+_f$6s5@6nN=kx?aT*y!YJx@0tEGL#@UaK4|j`s-e@6
WE;e`u;e(DU%n^JXR=wL7u>S-0v2o-8

diff --git a/docs/build/doctrees/population_extensions/metadata.doctree b/docs/build/doctrees/population_extensions/metadata.doctree
index 62b4f5496c7849f5135a5fb37b8ec9ea0124cf97..e9dff16964d72690f417c3222d4bb77187db73a7 100644
GIT binary patch
delta 497
zcmX>f@g<U_fpzN3jVyPW7|%_X5s(ov*0a>J)KASTE7ng*Ez?cP%u6hqY$q^p@*?JM
z1e9!!Wc6oeypGS9RhvsWm$Bhdv)N9-nhB3Q&?)OTdkgb1GQP!akDu6)$qu5g@hI8s
zCnmzi_!^%PYbIOD2u`*ZRhXP4yNw8?n}5i)a!5#Il#~<{Tj}c;q!twG6;zgF<mc(-
z7o|_0tM0C-29r!lEJ-XWN=(j9Ez-+OElC5Z&`-%vp8Q+=iWqNZZen_Bd`^C1N@iaA
zlpdCx%)IO=lkaIb^YWzTCZ(ptgB27{meYLCag>RHAw#x@K-@*L3T%F=mBk1Eym+V>

delta 343
zcmewoc|L-rfpx0OMwYuwj0Yw!5RqX^%FIhFs+@d5WZvWr%-^sHvQDno=HA@OYR}Ag
z5>?Cc&2u<cvSEtK3Ql3f5S=V5$gz2%Fdrl1eI!#hUl3W3CbB_HgpKhok{Y1n)=Zu)
zBRF}J>@}<so6F=|ITRE!N=gcft@QQF%ggl&DoZl*^YrqI()CkP%k&FU3yLQTYq*Qc
zz!a6_=jRmbWu}&-ffP-y*0{pYlbV~9ni8Lxo0y(jJf(ATs;2Yg9hz@A4l^+@WXSel
M2`|>o_1dM30JRi?xBvhE

diff --git a/docs/build/doctrees/population_extensions/slurm.doctree b/docs/build/doctrees/population_extensions/slurm.doctree
index ca741290c6891c3279a2b8df8abfcb815a80cc3d..e93ac8125f33d24d2b2e53f53dbfefcc8786185c 100644
GIT binary patch
delta 3331
zcma)9YfMx}6lR9IFWHT3)fHVHA_^)lYsDboqoPJjP$Lzwq7hbDxO)Ybec%=?s1>Cm
zTJ)f4QtP8t+Zt=MH*NjVmp^Q(ja92rlQy=tKa3_ANn2A(s+}|A?xn3P{<)bs_xt9|
z_s!fhbNB9|8@s4(qi)Y1+fL~&P>9V>8k(JzmzC#q*RKsYtK4fHt3CBDKlE7NgdMT>
zqXN`i-K<#h9c&t(*xw+B)aj;O`skRW>fZQV5(T67Soah1Q~!AiRvdsN+i;MF{x$$i
zO|rc>h}?`m)Wy*@n2~yE0GN7l^eKJxbO+&^af88Ov#OO7UeG-QRt--2fvDceR|$Cx
zKIcS}awRq<Mz$-x&^aZE^r|POj3=ZQZskmblx!XO6Do4jR7cK4Vw)qy#3&xh9&@p!
zh!(gCN5ZzLzmRLuBp-&!dF^zS1U;dAa~Y${iE^x*)G+|*eEw^+k&)`NsZWB=v<Y;x
z1c&N)uO}^=?vkK*;$nQ~v!_GDdWqIaU{9!~#{}u9Ae|N@)<e?Qg2Z}#NIv@ni#9K%
zR)UHp8{zTHv9wHr6AMSs5(zFlDo1p)xi`w0vR_VOAf_X^h%on-NsyYJuKxPM0b=UK
zuw8kGNt0l)Jj7C}0Ut<kso7y(h7oRoQVV2u?yz`W*jy{NxVcuSC`_cK5;)6d!SUH=
z$?a$sAAxmqpM#>gZ_`X2w>g6i^u*?8Ae!dQv}g<^Psa_oIxmN0z=sP*(o`MSznBdg
z)}Mz7g#Ix))DP$8e`{KWQM<BI7m=T);g;)AzGVzXgnX8$$2E0WfJMaS3Sx`v52AjO
z23chV@I~PV;G5G=DJfWS1e`@7x|0j1?K+U>q(8l22xuI9wP32HU7N)|l)D3VEwqz%
zF1J<4RT(5KcOSxq+%_S1&7v))GZ?iiUutr<YPipY+%}8|xhxUNy~ZL!?saT&x!1Ye
ztxx0{Aa(IO(Isy$4$&SVxqAS~+l%8MamiFmw>Fc<DEWQT&E?+aauaNNP3~ia3b}XT
zV95p381|AW9jy;9toe=xNl`yqx`Ub~3(TbdVPY9G1zKM|W11x(Gb0eolVJ=9(L;mm
zu-yIEG|{l7j3o>!#TGZL6s%>5<PJ0JKKZfVPeUzOkwa*Mo_`aym|T>eD2!VxGYD;C
z3|4nG>v`STgVW``9#%r$)$_W;-i1rZ20gfPlHm=z*{tPITA+N%CKyzaNo)03MMyOi
zS5%ES&t?(cRV_FpVY5fiKce3&noTz_YFDmlCdnG^ik{aH4@ShUYJvN%++p1;AUwK<
zE$-1h^oYuOUPInm{VDmmU!wrO4M(K~GOD%`BNTg+VAM;=X2}pv)A0=4bMEPV7>W(7
z)hDTB;Nl-~@eVd#SiB9#7UGEk4wYoUrkZTyG>qDnJT`@7te@r>4VD8BYo0e23dH>X
zB5;@GfLG445JU)bYzF+~Y^zvAxKoZT?oPRZ9ba}DW8n6bcm}k`vL+60DxZ+1h&_#w
zL<8A_+!M8(q?6D3V1kWy7;tZq{VXsAJ8Wx_<9y`7b{+`tuGbBCs*$r1<{81f!kMgt
z%v%vA3-n=LZYm>xMVJpblNybDKeHb0XB%5?c8;=MAD+*i85a?!w6T@k30#AJIBgUw
z>V;eWsu44c+KRRzL#(Kul`wWDwg!rbsfa<?+7x0|ekPiI8gL$5Y|gUy`{WWUR>4SO
z#a!6pE9Nrt74wM|d)W9Mxe;wcABMkQiDS1mJM0LpChOsTXqq{Ma}hOQK(3GOHu5sC
zljUXKx6>R)m3Fw)w1OVvFUV1Ft;?jRg`G!P3~w01PSy+C*^bQ#7A>{1%?NnIaJ-s9
zLq>kX@EOGogH12|eQd+23O9pBUL1xrhfKW~Wfu(1%z%b_z|9O|Kx}`O2)BQ{DQu<{
zTii^miJKWf#4w1@9t<a!8{k08Oj~jUof1K(AbN<Z-*B9gMXI{#bCQrC2ZIfPe5bR)
z-4MuXXbQ^S`Yf-%20Ay-PfZWMta1fiLBFeVjoY8)aR;jr;jHpj!oAH`Z5B_RtHxbk
z>vdIm>T9|>q*_n?nl8B9I>%ym*R6I}m2*G<tXo>r$KhngvPYo9RPU;D2b&t)fv)B*
z1z#)*$f?a;<CL-R@s=WK4~y*1ANBNG0RDUA>f+)1t)mx|u&bDYS3f0{ojMBMfs|H!
n;PpVcjSoCEm1?Z1Slg9H_`tHLc=3T1K=Codm5@5Ct(5!&gbM?V

delta 2961
zcmZuzYfMx}6lR9q<*x2l!QzSwx+oeH1r?PRjRM;Gq6$_;p~`b%cNBr$MSPak2&{@R
z_H0cPqnN0{)|lFElg6gDXi`mTe6<*D(qH<=s`b$(HMX|)oEdhny8O9!?m6E%Gv7Do
z%v^tvAK1^0e&fe`0$&&}bM_59nUid)a<8xSY=YFepTNP`$I-?Kfx)2~<D^*D^D6vs
zsM;JfMO!Zn&SO#5qc;*5yZ&l|E@&NUgKyvbGs+Qa9XfviyY@Q#up=H$q~7S)5n40)
zi0So2M?zP}mm8z4FDBh%j?RG|XRWu<S?#WMR|f-P0gH(d5Q~q6IC6a%`fW-t<1q#}
zHzhq^+(Ab)rrDJtenyYWE}rA7xym)P)9ASE2S>0ixIMTnnC>#VOymv4PaDVBbI8w3
zf}RBi=-O(5iUp=vyLbj&*^@$trjKNaa}7AVo8#jh8VNaq>pA~Ibw`T6QODru+q-$W
z0g4NAwK7Dyl3lS-(cyR*vS7vzzQF*gwru7BHZz0oG{E&O+1z6QhdrBrM6P7$Nt;TR
z;$h?YdIOwpsO2YBOt*|Vqhh*M%tbv0EqyV?!^Xz<Aj9xFTq&a70FSr&;ltTuc$opN
z)Ftud2FS0hPI`!IMaf(q3Bq-cSi~@NB_>N58>-6dV&>;W$1eWHsY)kVOXy31o*Lly
zB@-<x`{+^z@E5$57;g+~mOvw^Spr-xNaiI5*k6<f8FPMs&BbB)LaB3?F*X5;3TN<i
zBQzC{)kXUbPQIICO~*7OD9(^;ltdclO(!f8VWZ&Oyqct9goJtI5?n2DjFEUi&HPK|
za<baRY9rCGr0JMac(5eXI))69Ikp$%B>K>zw!WE0l14MpU}?b0@?q7&PuZnc8{#;u
zdv73|O0~m(i;CGkqGZ_<N!-~Fy1=UY#UVv*#^Q9oN0Doj<i5fbVRDBkogx=d<VG!N
zGoL4`UGyk&9XjT$Bo`oqB8PJjxtnNF<ZjVOlDj3zbx3m8i~1o~w6ul&AxS-qB#b6i
zv~(amdOydiV?>Ne?%IsSR_Iw~=MNRRyONyEq?3!maUZ$+M9vO=mjw<kKdy}-k6nxg
zN9knCJ(^u<;0U#?*vqwS<(~YqI~MT{C|Pw*%U9mnFMH#pcXer|^?rm4trNu=x&rY^
zoDv#IaY{^ZrNGYap*oKtsD+Cc59#A@t;`J9J_zt86ZOBL9)n=7mZq0+7-EE9>jyyn
zXu$&}ItTbp6MR2>JU?KP2LXQ3L2!(G>L5T1HZ}7@enp0r^7idws}l5CMFy|Og<%`i
zL0)A|(j|n1E2Wj-N+p45unq21Zqt4tt6khAEv#-G(rcn-whFSSO2IiujE87ZVmzXe
z6yuQ;gS$<#oy$cW?5{q}etNwbl54Dx=4@wXnB0&8^@SrW#<+0$&VJFowKJ_cM%dzH
z-5jdRVn(=JH=MnYEHg1nn5B&}DwaI1uViLxGs$WfxpHEMX^2%Y9hU<J_hfCMg3J#?
z-UvgeZgS#aP3c4{CyY`9mqLA0juxdx1&yQ{6~II?XD9-mZRO(YXdxb~J;ydjMA#6?
z8ZE+uwFy`wyV!n-zPj1Q_QI2<4Av#T_f4?zy>V0|>=YV`>4WNH7ku7O$1X%-&dZqI
zNX&T^b6dvXhl;6aDr5gdVxGzvEaWXy`BRDKHZ4+!XrbF>7roT&qO%YIwM}QeS!@Gs
z6K{-@m&+_o-=_ePR{P||BzU=;^etlMLWH2+3vnjATs%5xo+j(j8_|kpp?a*u2(<%M
zG?F_|rBQQokJ<u9OE>%R)ml6Td7B49_r`5}t42L)*+}!so$c%g+QfmVXY+j;6b%{y
zj^P%*M}x|yQhri7x;1KCc1FsDAJn%Ob-B<&a$yY0HMj>E>Jy6H@M!A^z7f}q_pnD(
z_b{#}T++K~ZAz+UOn{BM;=>m6bF$(!td#QUn5RmqX0oVS-K|Nb;>}^D5@;lqN-#^M
ze1u4pzdZiZ0dTu@R^rGA+7UrJLeu;`oGl6cwc{*vI9xtoqc=AztEHtSvvHHp)v!LZ
z!Bdx2<J^$d=xp@DrJeI^$zhPMp<$gj)9v)t5(u)}dIwpY^;OQAa(8`YozolK1u5-w
zps{_6X&g;B7M`>ZvC?p{*OiL@X=sV>SfmBf;!5d^`ZJyom{PbLe?8=Hju=I^82u-R
pHhR#dD(=#QZXr=eCl?)`;srhEgb|JOpduC?R8DLReHK{3{s+_JkYxY>

diff --git a/docs/build/doctrees/population_extensions/spacing_functions.doctree b/docs/build/doctrees/population_extensions/spacing_functions.doctree
index 2fd67c589c99fd60dc6ce4ee8a4be13d4fc7d95a..73f7a6ec4a392f7ff6d784784763a017846a0179 100644
GIT binary patch
delta 8395
zcma)Cdwk7Twzqa3=aF;rP6Ro5`FJEq1U00FcvL%5G}G~#q4h{A4kDF!B&bBx(D6zZ
zj#3|S(-t%Ilgyz~)t14%XzMomGTM-sUfO%7S}o&It-IFR=bW5#YKlMd`~CKBeb-*=
z``i1w_TGo{uYr!&0t3r~Hnyn`91;M{7!ea6-8;R1djE|4!uiD+dHM5uOr23UWv-(o
z7WO+60!!gOMu(kc!My`8f1mB&`l)l4n_p4CY=Y(HcFu^<yTS0?FUC|yhB3~YF}(qk
z-ui_u#Vjh$2Jpju{CzOF9e&%vi2wR39<$pYdk}l)w;f(GVNKt_+PY2(E@6F_RDLoY
zRBhT6#M>__%zZo_E@FqS?<;y}$?T~vC`=wX5@)13ARHmh$KDbk_7<F(_Ayv+aJNh_
zVMX6jc%<8A$nv-DtF8OuvF@KjU$O2@)}zsuz6A38ttV^i$rzMT3zNlqlK4*Txf#~_
zTfd;KU%>8}PIy7A|0vdzdp!#c{?_}n^*$WXdll>x>w2*s-se@y-Y?7Z+WI_>d*}w7
z7wgZ+`b%XAMA+8d=pxUEgR^a5#E*XUC;FQ^FcX3>^O2Fx3;o^))z`<gmzef)wtcvN
z0Q3^u46+^NY#i7T)MOvqiDEm^`E>SWfQe!|fo<`>hP<U-@G)H>rYoG^3=IQVA*PjN
zdRp!CF{=}^I<ybp3Uy+&R~)W*v|63_u{<Z1=dkjzy>Lz}KNZXR-;^k0kazNd*!Wu;
z1mgM;3+Qj-lbHZml{*So<}6aZd@R$&G93#aUkY?jmfgg%aAc*L=wmrvEXU)-QI$aV
zWI0AGCy(BvR`^&h6U$||;EBsX_hh-0EWcNEK303gY7c(%+ZLdEvf3^Fa(_2bo%6B$
zL@YnSxG^(<?#c2)vh0bM#+-sktRLG4!tm1Ah0u}iyJOv$AV|WhacL?n7+Wr<U{a|8
zFO6Ghd@NXI)o`-v0mGad#s>oYP9RCKLC#YXasnWqaEaB)Mwo^JC#_6cOo-KnIaBQ=
zrA7H0>`VC3n3rEX&GqcOH0c9?E#$+71NJ3YHgONOf`EdA)pzcz7Q3KcfP=oa!CqIt
zc=v!o?GDDpmA{9Rp0~%n-WqpPAM>W#O*mzFTYP$XCbW3$n!N1TOUvbi>f|tMYgG1K
z!B}x+9rnoUt2WX5%s6GQ!lijd?F<I;TF|{<UqJ#HQ5K0gKnjGxc=wwwn32EA7(*7+
z5{0=lY*^GWN<Bb|i3af!Zot{E&V;T4om?1>=f@gMo!B3DhF8XRz`9kvuzC7+80xlh
zYv3RQPJXYQqRZ8H9)oe1IU^A!kkJS=#(>G#UrjS$%i-QC%z!oTceNz5*TkFvigXYT
zw%Zuka&8bT#u~c~o+Dr?9-g0~$~1VT0by<*23LHXX!Qmgu>NoHFbK=%4pBSE$C?DF
z^`N(F^j<;J;HxQ4N%aBqCn|_t4U;xJzoBBok_}x8g7|@>GT@P$DHN8YDhN7L2a9HJ
zmmo>o2awy5sj9yLw|7gyt%cj+3x7JAH63(eI&KObw}p;>>6ikI_n;$)I&Ky^2uO4&
zn-O=|;~^0n=h>=@(-oDiWX!6b`;Z?M0@PGA3l&4iJy9{t4a{a>e;7qj&4ZgnjdVN_
z1kt9WdgxH!oO-h>^=AB4$#!~@vex92`cs?Ar~{wcR&JDWKo^dGvk@yCHg^!4bPzAM
z#_t{n21>jf%NMj$<whZ#u6SzmAE_d6F<nAHO*rX<qb3*(s;>bfcBiUN6qc3_m14l2
zTgFN}llO#}T8ypZwlgOEc>opq#IgkV(H+e#iAEVrJhX_EAIg&5q?jq3>qhMPQa1{K
zyJ?{~yu0a)VSBoe4o6hl&^=MQnY=rkxcHFq5pIdM4;8bbj?wOHL#S~OPFnJ!@kwow
z>$Y$QU}Xyv=1%IwGN}fbB#Le(?<iU>rz)DUEt%cg+9!bYgdSZJalqUmQCKr6KFMA|
zFYM*inSB}GRq$P<=We;<r%;H;H@@tT>$e-6pDdlnV#&FQSaOV7Ebrb|EZgC8%c@B*
zBPz4hUK7?g^q^`nczG1At$d7>lADjWHjgGz<fbNRQoA`nErp&w?Yn4cL{fPC`TlAX
zz0ZsbuveL|Ja0}rgV{?98Q{`FlW5_o6<?cT$by)RGUJi_p73DNn_OCGW-U}*%~Y;?
zn>w*05<!zo1b3>T{Gz)@{mfeZ%sk!IIJ2V=AOR*+uT91ERmp0MSxcZ<&v`RTpf#C&
zx+Ku-cuqmQ8bk&(YZjYj)<0LhHb<3d=t}BNMrjo$`65~W7+5iPFzmqQHHlEmxa}IZ
zS8ytfJQmaN_UY1l&XWU?JF}jB^tj^K2#JUFj(qX-Gh@bahx&(4<`;D4bm7czxH7-x
z&iuL#BOv4+nX~j<aAi(-&OAPZGgk>A2x~_`d#u`;rMl9Cf9e`4sS}b?SA(gCH3@2{
zMh+6>NJ07~@9Nb%d2+$YQ!K3Ybj4$*M(~BT=W|c;EcQ=rDpi%_w)N954Utbz7f!&T
z6L?XFu~EXPl`u$QyuKX^9ziM=#L=2-$L22d_aw>PQp|lZlZs%~)<oK1gfQi;if7h}
zCr!Lqf)uQOsSA!S%~1c~kb0Y%Lt2NaXr8(qf=OjIbw|f@Q{oA>=wfQdJ7q~0*O*|*
zyM`I0cvq$Ox^W?@nR3#qCtZz#9#~b|DtKuY@7_*q>xOH$O^1PEQ`9jsAm08khVM>O
zX%@E|mBPW3Y%#T7vgJM7+qChMtpe&s%hn9O6WNkGAK7ZU@AS^z@n@)%;8@j`a_|qP
zYS}wFVQTGklEkXoEVaqPs-~*>(ivx8F<4t&*{dvCtX}S~mQvO%R;3mZtHacvd*N2a
zeQU8=Y|&!%$|U1yZjHCU=i)EgvZ&SUB+hzu7H!PE>2KoK3HC)6(xlEfVCO2h?tbr<
zrK=X%XkNvhyY?!2pz#b><eN0Lev@++s+(g}vQ>sqg4NqAl}**pDnlrX-me{@`dUTG
zhS3u($WB;z3|U=~^3>{OrLvi(GORpUApvvurYY$`N~W5rdnxegWy_ukYO$3xIz2Gn
zUaFA=ZX}JD*pr;9d@M?rZWBk*%K8yJv^T@Fojt|dx3S;uQNy?Z#@oH^oxNY%1L`jn
z_L81$U4imociWJsJZIOsR8R-4{7Ivyu@B~zJIdioe3EFK)FW(hYZUwi{f22H1)_)P
z8NQQYDt9tWW0if8v*%y0fcih?(T2a?XA8T`u}fOx+fV_&Z*h&noc+f^VZ`fM>L(7i
z2i(TN2cmIZ<)b8))C{p$*N`r)f1n*Qx1@VoqVU%ZF__Wt2#k<7!@b_Tdo~(_-xvy0
z<;_!GZ)PtKk?l*FyqWKMle?F;Ut!kP4D7e8GW7esnWZjU_0Yd)m7!k~+B)=aamsq=
ze_@rOKk(3Q<7;F=Jnx|{WX}@x;CzJZa=klLwk}7+gL_5xHoHyW$n@4_Cw%UH@17xN
zLs`AyEPngWZ`8M;x^B~n)a$g|wn**15-Ka_JJ@`<5A4E-k5a7%*{`nLXG3-6CO<6y
zF=0}<+hXR?9H1@Oi7b^ICgp1v=C&kRypdS<H=80H7w#;KIGP9p1lCVr!v&^xg-YS}
z#)bMU*2w|aE{a3;DQEHdV>y&g<FQQjF-1Ny70zJ#@y%3IGLMRMyE9)HCUuK0T)5YV
z>C~&qOx7%PR>aZ26vl<yH*cQi3&V8Y1n0c>>%0$00!~35@ygrHm_|z3CLkw%P7?oI
zaAyT~>0XJuy7VsE<bV^WKqT>nc=S{bJ&DH6!@=*SsWYLnKU?>1B`t1qPfPahQ>Qp=
zJkwsqg-h~1!*%j>q;y&*pN=~|%u)lwf1W%S?znKBJi$5nG2!yj#}PUQo)qL1I`gA7
zi+pr<@){}06Oh*|WrU|q+F}7N6yOR0`h9j+pWfM%2hN@%k?i9ztZ_Q0!wMfmp7ip;
z#lVfmHE_tEfd*lqK{N1yi-9v922M*jpWlN46EV=>Vu0Yxz;(^Q4N2sCK|;jO8PG^!
zfPl<E`v_qm9^vo2zlAtFay}93wsugR1@A|Mt7~r}$Pp7k0SOTeSn=sNdJ-b``x7zY
z>`pohgunajSjR`mM4$^#grW#N7Ut@ZL<6AE6V_r1*nd9oc5Zxx3<)}LYd)6^8!`Da
z8#vrqp$ER>9;|4%utG5~D+e_zhuruE5B@*z#fqzcX2s~*!jH%LrjCk&5>m$Fk4;td
zB&3WXXP&tccHwQf<4?#<A%qSsC>0eRDJ$~GNLi7S%KeZ2KJnDxKf<|I5||dX>ZYsf
zo6dJy+5$aF-`BZs5~SwK9rZ5$ze8o2@HV&bl2*MLDvObc<ek>D6Czs$T(4(~BV{o%
zPlxlYC!D1c4i6VzkGSMAg5sGS$?FlYlVzHk5b0ToN=JH4@~ZBv)~B<tE)}W+k-R3M
zb?iPt*Lu+KCIy^EJKM%%-94M{FFe(pD$dWA2QB1XFApyAoh%RJPOoB}Z+!V9s2?~j
zy*9YP(de~7_=Bwt7JZk5!T-#olh!F$ZAhn;Dl|&g2xk2FpN~VDr@6DcdG*($VTh-B
zpsU$2I25?JTUtY)Q_S)!=hO`%fS0u2MRHw_D~M{X>n6H))%9!6pT7A680T|KyuF0{
zX9hlS3Z39t-0|HkSVgez*fiE?T)}=4>?TK*fn=P|A2)x$0AA+zX1nV*gqkRs!gQf2
zOut(kxt0hAvE|wb^?H;nSC2)>{<DaVL+J2vnGTkVN)0w%w<!X$j5S4xkY6CAK7IU5
zqrZycv91Wsr;pxfqKtOm1m|h1qD9OCvHnhuY7;FThepdZDRLwSL5eR_%D8*N*5Kir
z9m$cNur+A8wN#>_4d^xsg39=ojmdOyZn^yo9qQHJ@hRom(Xxoic0eH59N7TfVZ38D
zKqCB}O!X1OSRGFu#Ym^HzC>_+$#yJJU<2&~!%lZpOQMMln<TSHgI7s1emn>`nt9OR
zA?iPvheQF^Xy9w!EV${{y^aoo827;=<w06bZq^4u7s$prcXJfA?O2xy<j2Lq7CLP8
z%fDIY-|UtDO`ZR3SN<vNfX+Vy9rZ@&)3%5PfPFQenO(E5q07dAwr%JiUj0+NJ31~k
z&6*SKS2(dzZKd;x#2DENb%-ISS&oVTc*u_wL2FV3Jwy$O;lZJXX=FAd={Q!fpht&q
z&)&RHe#}d==B3%u5Cqc|HS+O9lZzRiwJuS0M2V=bkS0;p$|zCQYU+GjZ{xa{))`f*
zcE?D;Q-9&ey2_Gwr;cvFkj0sKO&SaFQtRkof@D=oDbcJstvUHXXZD`Pp7UlU$~9#K
z%bk<1;nfrE*#l3U?=?5qwTG+P!(DG~((mEnXD9b|SMlSxh?$xgIWJj9Pp+d|p+ReY
zTC7mfCAO7{E{-RxP@o=;b!|lZ#R|SltQ!xN%xIc=mej)Q^x~RFsqL(Se%r!)>Ot%N
zGkhnyFL$E*rHOJfTkJ6^@fgY7@&lW~;6nwq2kepX7R1FBl#~<|XJup*<rfvF7nPP2
z%qdKtGk3b<(P(%yxwHFi-jtFlC3B}to0&g1eMWxCGi;KPH)opTm1y`V);eSMl<E0T
z&zdtOZ${zt4XXoZ%_y9?!Lc$1hFUH8v!~|gJuMc+juSEPT<0YmQW^azUTrFzGCQAt
zQ!A$5O6>e%RB=HH{cK_{bIgi`9OM5|6aA?6%m2;bbb1vZJ@e09bd<|?{HK(*)OJ2f
Xv0tR>Y3H3K6&m_;<3Lke7z_UofO)^c

delta 9062
zcmb7Kc~n$K*0+kS8@kyVP_&yh0YL|3aQP%A0hbshXq*_MF&a@(Xq81!L_{HOAv&XY
ziEYLtf=d$p)JQt$I3}OVnDO8_4jLUDj}rxrV`j2UFcG(yeD~h!Zn}lz^zg^4_v+Q}
zSGRtz>fT$`SoV5aKl1df^m<b^cn<XtpF`0qqxbZ@{OtK<P`_%QHQsZn=v=$Xdzgp#
z(zWd|>nFY-JJ$~N_x9;r`$X74(YbbJk0>F&b>(e>X+{mK>e<rig>{<oZEe(Azxg?{
ziVJgQ<ju;PQTw`ijp)|RTrTml7VmO@wEpzCrxZ6p^iFupd=l$BH(8L|*ZfC(lWR0z
zlTbCvD6YZy-lrr!9L?${TO_0m%z~{678&FL8Qpuw{%0ONH1stIJ^VKDuTt+pG{P79
z4IBg4`fQR<xXUt#Sq4FK-wSe(V(E`8W1)9ah0Jl6C7W5Y;cn74nXOo+vMr{5o8&ro
zS=KPi8qlU#<r>BEI<q|a>mqs3U6w{>X#|;CEgKcfN6ez@|DL?&F3S~WxdPq;Zp$l*
z<?qPymDGFE_i^JpYd!fpYhmu7H9`vw87b1+6F>8F*3$nuCFCG?c~TWms&!M^U=NYX
zME!^;%lezAVuj3hmuQM2nqqBw`i2lwnCN9Df|Q}3$~ErttX4d$twV<e2(g-ZRw$m&
zhgZr*cX=8VPXoL+VzX#qn!SqV*fSgC6?bVaDVj_0!N@)064U%m(VTy_L~6a<Tuxq4
zIm#rw;N4NBcs-JpA|#9(-w&n@jDU@!%Vny&M9EB)3^|$0L^2cgbr9t|w_HwfmuM0b
zO@bj=%f%!nn&2QxAG2Goc9&>56D^1Iu{XqWCaQE0eenDa+2AhG9wyoY_2XK_9wyr5
zAo6(O6?w^Bq6<uP0jw{~5f_-~91`6V1`sd(3L>xih(M@%aglfopZmg*GA|Jg4U;2b
z{o8&r&>M<c6QF9sBF!jo_NXHXB}Q12U-A^<MS@tTO?=)%%tB1Om<bmrzaCYAP1pJq
zOgER573S2Mm(rtVW=`=8+q1RmmD56OMz9GArbg&2L~Y9T$c<S0-NVsh!>jAWN8GaV
z4<@mfdV#6?edI20sBbht-L#S7q~rCUonKdd9RmM;O$&wDDdMW5$z|szMXeD~7#*PR
zFu=Ui8`egzgY(k|N{cr-`W_zU4c<_>t)Pd-r&~7+Ex8}(Mqn$nI5JaUh^d8rGa58u
z_!1vNpl!AZT4D{d(@1oA`6abBOc2!N%oPdT`1{8L=_6?4h=G_P`D!nC>h)iPW!4rk
z+(xK#2~vUB))o()f?YZU=J%B8K2UW0SuqjL%#IW<BYd=+-~;s`gXK&g$o?!9zxMM5
z3Az~SE;7>tjZTNwT$92X;YdNOsDSi5lURn>1gKjZBg+-O+6QVD^hf;R!YI8n-Um`n
z7>OX`R)*Z_1E=ptI<R#LyO*&t5KU;0?(G6bRj22Mtrb&hSJqb5R@C;+^`Zwhta(l>
z@t$sv6Y0=v?iPBW82%)7IWR${;ZvU&cw*ibas9s#s+EOmRYKimq3*L#x0SJ8n$ALb
zp*^iE6ysPZ8KHrUJfnz$wo(%uxs@a_wLzstBCKC9z*Q*5E1{5pgc_znp(4Zx2RK84
z#}e44RDw+@h3-Nr^KmutT7jfOW|FEEj?CXe4<yxP7pYo`%fw3T(KUJMdOlTYASgdv
zVo`KljrT1z-pvk^Ez0B_oyY5gdLi=6#vVjKR#id&g{$d-tXitEf54*F7}zr2M-K9V
z)}0A54!=rkf{gWnpU20+mQBg@WlQ^OuWCA$$8_-%)GUe+KRfKW$971KmS!kvS8&ZS
zMSandb`89JEm8iUp+3+Xw3Q{QF0wFe)Kr<kz6$$lJGzO3zbyVl^9<D(&BM7_OKgaJ
z<@jM`Iy9HRr5UeU{N~{ndTz02Ngw&7mdDmtYabg8`rH5YkwNs0`fS*z38;1WKz1(B
z@GArCt1v~rhV|wu?7_U8?p~w26^^@=)^94#kSnDzuq!27lq+p>b)}z!PgOO#(weF?
zxmOF>TjR)&id}H@H3Mv!_AI(ldi7`5S7T8us=n-~mb+*aHoxiU&Ad~~elu}fI80p;
zB`sPU82L^u`Oa{Suaoa2kj-~usx~7YMz8!<8-^`VuMl5MA^M4jY`-9be4##Pj!f`{
zpte+P95qH?skQma_vLWHxn_!i*r*F9i3~WY(|v7Tva*`IWL-6SN$i5Wq%SRg8R!e+
z3VQ2es3*IdT>l2TNdl_XP=S5s8RarxXjn8_mMeI*ugyue)!+<tLi;Kwi5PN{zT_lv
z4?)N}h1|<X>KI*Qq6_p93m@${Jtv0D!Zk+4m1Co+U@wV%l9$9M^pd;&v_O98u1qZ?
zQ%^LIV#ysKmF}@h?Y_{OpC<ge5Q&^r3y?^NRw6xy4N0R&KOSi>KbAPbud_xB_O;Xt
zVZvTXqoID}ALVcbO;^w{41Gu>g?)rbXb*`*1&V})chhJpvWru&GbfE&iWif`Zq1}h
zKb}cg*eAp$HQ3)Pi#IBZw>u5iKAp%pR>J9x;S$kg5*7m%uEwtEvsL)nO>+1~6rFq{
z%1XY`*X|qTmuLg7hgQFi^)OxBhk~~v<O8xI6Des@`{<No^i_^gO-pi&xBS>K-t^-R
zT5&A)4zgsDj>-GzI>_T-_vQ`qX&p+G<Y6=qfugq)Wgnd#<#1~>|CC#E_7L5=xw^GH
zWL9p?On2<o_--Y9Q}GJ4ymS6xN6-ZOw$#WKI*9I-rmG~wy7YC_Ob5TKpDj0|Z66O7
z7D(BeBml4RA(GA!P=5#7yg_I4U4vz%j{KH1FNS5?3d4_L8+*#Pf!Zs#RiR_ImArk5
zwwY>;=2O_sl76}+9c@m+neB6BD@&-kO!X1wC2(|CJk;-~mhGgVtGjB#Hl5woO&xD+
zZ^F{|_DFod`62$zs$W*BU((qpgNT8Q-JH;CBK1!F<$o|l4%S2ATPE=Ywor-6AU!84
zBVgRl0kTQQ)52ywt)^5xO$*TvT6QMNNIidF?kP*mb@Y<g(Mu)fj2XMt?qM;5@*E)B
zqzFGrBJk%jtDeRzm~MUsLm8Z!&{tDOWJdG5#BLaYwfNwSuvYEfEyQl_W!glq?lxm-
z4%?d{U5<6(-UJ~J=_$U2%p@9=U40b_$0v2Lcgf=vZ!0>ip)YHnn1eXpevZbdiFuap
zcw+M1N@T328Sx>H#Au#OlL@=9F5UN?5Z|DA9EUYu(Qt6Ekl#J3;{fhYu*>?H@PNXP
z)8sE~Bgf$TP}dm3TbW+;N_2;!#w1+Eb&Zqp41#KssYY`jNpX-`Sie6Sez$*w$mEwJ
zZOxxLU=}mD=2fbZ_x0es2P)@RrS@0$7;d)|M{!Tj>%ej_O@5`Pb>LyXrsw!w@87Wy
z?$OZHLb#6SVi>>Q`QuLQhu8uI-s6uGJIi&%fj+!Z+U3t7{Fpy^70qF4k6l92RU__p
z-j`nx(sfDf#5SFm#6={?4;L5V=wTBqyV+N^`9oE8g!}>dt4Go5XpDsK@AZ-o{5eSN
z^ruL!KSUj>NRA9OZy1>&U4{j44&MVBPGriE0A3a`5Oi#SMBtIa$cKQq)3J43cj|Fm
zP&Fqa#gmL3tgs{PSc>8<ojxK!p+yv+sK8A5B3wR}iPyI4YDJyrAr+4IlV|<yp&S=n
z!wK4I>RgV;x|XagfF&z~!sDZ4O#sP-&amM`0(`$NTCP)uzXQ`g>raDrQj2^6f=Mj`
zqwgq)mHU-qf8bGntiZ?YqejJawox+}`kgRIq`-)d2S%jU7mT~8a5wBYC$&_kk5CKg
zNG&Q*tupXx%EarqrWCm_fJ3KErZY{;r76(OX%!yG;T#K0d1MNniQt?{4Wv0Gld-@k
z`ea}i6N+Lvf>0vKSd|-2z-}?`nHb1<&v=EOj?Hj;;ySNvc-lcDo)Vw(Ku&xr6t+xZ
zS39t%lwD!Q!kNE>YHiy<WFTdzKxM)qt$8**P*xEZ=qydl>EFsv-IeB`k_HQs=8Tf&
ztdgc#nfFCk(r8f{1d%k1RnoL8Y3``u{iyIVs0(Rqc#;P3G=q9U^tni3f{b&SGCYVs
zO1uN<Bn%^+g+V+CLj?+R5Z?UjOY}g(>~|4n-ud_OxHjXQyGv_Q5KkK{NSmS{UR%XT
zpw?D_GO{A5i<v_^NW_sm3|I1O3}Sz@iN{#0;9DJIbaF^GIH`khQs)q>^C=?_D&z?V
z(n%dgLd_+|v_U+nLj|fc3GQ90p$AfDLXh*c(S7lM;=zBR&RwMr7WN!DD42(5fQGA?
zG9Z}UtqH`HhutkjYlPAH0TyJ|UF(i3-32|7UF~d_I17cXv2=bQPP3E5LrZZO>k{QB
z{*J^5kKeC4w)mQtgB_7)hAau@#AqR#GhdlgN#=;1kbljw(1OsKeAs-gkDL?CnexlQ
zoD*>;S>k<{4z_o65D(2?<_q+c*ndlGu&2@7sPNkvFFs-O@gxBE;ceIZ>#p0<29As=
z|43Ea|Eox-(vfR)$LR>)QJ(yw^>6<;F7QO8;VN#*r<!zksC&+{CQ7J06zLp{>uyBC
z-GAmtgMriH02udm5^fQi{`H*fqpIR<Rh3_lmBUok(^Mt>@WHn2@94qoYv7c@^V`w#
zPB4BLOc{O%=9D4N(2+9u;=L_pxD`w(gSF>(sX|*y)kgCI1G?yB*`>7_m1xX2Q0^e!
zfWWr?+SLS$pswvFrN3`0l{<*VHGe3=hMn_=dIPUmENI0ZG_a#TgdJe=Z~%v@l84U>
zykd(C91fSO0Z?Q@9IaS}s}*}0dq!X1f^&M&Xz_Ok#lNs6x_hLcRqIMYX+%Aw-x`Y9
zU^AWs;9>qReAp@koVk}K140NZieOrMOri_)5pfZ1!exxS&F%4cz1_Zy%*53q-esdG
zgV>A}co=Z|_AESk%=o3Vo9kM%j1U$L3lt4KMD#C_Vlv`Ki<j8moRBW$qVR+Wl8b>#
zuB9RD0V*9MUcwA-@Q5E$%f>)H4jIVDZDYB1IKcG`{;&(V6!sBvAtQM`D$u=Tz_16I
z^gwz&1xFu5g}!MD@5X=lgK~rVLD?o>z|W<4F6q8}tx7&DNWQx)-+h+vHrwwN+J$@+
z#1KL9F;K}D5z6vKS)!%Ll*UjFf{CGBOf?&x#6vuZH_RfWh!i6fHbY^@GS+pfDd;1#
zLqgJy3e>LEvcN;krY92bGK!Z-6U}yfAvW>squ-NOQ)Pl&VQ~0nAX_?|^ZHP=wk>14
zM48+b%Hec3wNdf(17-7mXT1!z^`S$(wiBNAU59_@DYu6@!cMbN?Ti}vDaCThS+y=%
zitaNDY4@Yju3a(QR1Dq1I+kft7iM(&Wy5}6kET%+s}JR9vK|e!%aSGggz>pc@30Ox
z7iZD?iCj4(41HV@Mv=i`jO!g{$JtL_&{5h>UT!(U0D8)f4X%nPvyfXwl-YF05ryw4
zq8K5s;xWs8ofxbdmpB?Pa5Uz-l?PtXi?dQ}KM)@%J{3_>xg{lq#c9dOrKP1wg=HnV
z1^Gz@^Jgc|%vqRRm{VA6`6)<@>~6HTDk&(KTbz`aQ!<NMS!M={a{;=XdDC-dzM3~L
zdv;E7ZM9{L0Vi#}L6pZWrM}DYQoL51pFJ;!eoHLIpNq`&VoY&v4E}OtF1HK~5t*8Q
zVio?F`0&5Kz$)*+A$xN7n;Yn#N)FIv18(Te^z$E{RMQ<@7UOvU9}nT~7w>3;j6n@A
McMcp46%)k&1Azp`)c^nh

diff --git a/docs/build/doctrees/population_extensions/version_info.doctree b/docs/build/doctrees/population_extensions/version_info.doctree
index ef114621ef178e40c80b72308da5ef5506302ad2..d05c0446ea80476d16eb23f1bac3d4c8d7c5e296 100644
GIT binary patch
delta 842
zcmX@Hit*uUMwSNFsn<5Ls4z2Lo6N^5BVw#)sb{I5npak=pORXpo0OTCSTxyyb@k?N
z%;JoA)ND3jb!KIJjL(c^lQ)R-PS#am-yFbwkc}9%du=&3zZX(sBwDS=4@Slxc-^ph
z1JD};)BxS7xp}eV3|7Yfc+CQ;<C}ayMQ*c!!cJx))NVeY@|AIt7R%(DYRQbflWo;y
znfjR~KNOakJkL#!sher?2WLyBnM{-Cx|(bj*Vxa<cy@AustMz%%{*EwS()xJO=k2m
zV7d)bCI>R*fjc|nsmTY84JP+$Dovj6q|f*Vtp4X@9xdI;-woz62{Hps*O>gCk9G24
z!|2Id)l@i47#SEcWU_cCI~qwb@iI?Vbd#Q3VN}T?&&<Fud84byWKLseCKaH#kvvHH
zqmT-VOcob2vYkJHcCKTTpIl%f&nUlnf=M_NYXk$(Sb|}-dA~UqE0Jm^?>Cp<e86@t
zD7-dT*uN2wkjN-0DJZtm*DpvdDAp^eEXl~v)5|YPpWG7QuBZl+Oi3(BEGbG%&Q2}T
z%S<gv1F6tY$xojADBy}1Z)R>{dTM-5equ^yUiy?CmYmGI>?xCv20HWdq~<22ro@94
a6i;Ride5<y6&O--J$SRlw#`?9OBewkq86S2

delta 674
zcmaF3n(@RcMwSNFskR$gRG1l0OrF3c!<LkpmsnIe`2g3l&HtHY7%@aA|7T|1{GD|M
z3*%KJ^_vfHRkNdr08Q97*+7(av%0VnBZkao1JS>XjIWSP0IJ_S`Jb5hBq`R(x)L|A
z%59RG%gXo>U6ZY<{N@D;JDD+LHruLxW1L)Lq%zrDJ(;m@@@#ckrU^`w4@k&P?s3p%
z?3p}4Q+{%Ti!|e`%?=u07@5w2<YXob7>YBV-khbil9lN`OoV^3g8?h!9iR>^#?zAv
z4H}vL!lc9*e@)KP(w!V?IG0gqvY@TzWErCb)~t3W28PL9MzXSe%nS^rNf}~2Ogaiv
zTBkHlshy&c!J5IAA(O?&Jekiydh&gvN)`p6s>vH%L?#y)JF~#_GV)E{@1z8>nu(iv
z@<dHdpjCwi29qO9>L3~#y=52`Hh(t>XJYF4gdQ$6X0ns#DhO^)vAD~ELt0mqW3!*#
z3`TLVb33vk7#SF{ZULQ=6$xZz9NhfO{)2#mLPkkRL9vy-etCJhUO{C^Mt+`Neo?x9
zN@|&YL25zq<aYt?;xaHrCHeU|#d?{kC21f<lfwe9@bjeRCZ(ptXXYlRrxs7?oa_+f
aJb7}^8;;GaKuhF$&=Vdwi6w>9GXenFKkaD%

diff --git a/docs/build/doctrees/readme_link.doctree b/docs/build/doctrees/readme_link.doctree
index 3ad6e60171f701515c7485c1a7ce4e7a8b97d56f..92832e0d0156421afcfbd5ed59a7e0bd829f0d71 100644
GIT binary patch
delta 7752
zcmcgx4RBP|73RHUH@hK0!iEq@NL~^X5|V5}LJ|l<5&}U8Z1{^mAdr{cm%R7b>|6J}
zCB{M*u?UrQK<~z}wrZ&g7VF<^s~xM3+B%M{c5tk1Ep<S2rdm4{ojSIisq~zC_r2W>
zL2>+<$=vMTd+s^kIrqEg-h1|6C%ONA!rAuN#y`B_ahu;JOkJmqN+HQ7434$O<gBeR
zxgeU_M_#vkB1>y-jO~t9%eLr-vMr)+gtXw;)@s=>g6$0r%E+)=mletH)7^^JFev(l
zrG_BWTG`Y%I9A_<GuDmOYauZ(EV=ca!yURY=9iWX`9-6KSzT_KxZmv-lo4@QYHt^q
ziAclf=%_nk*R6$y8?psKXg9>ruw<A*lgo&H5csN?UFU<&Ca>{TE#uLQa7c+oXC*>0
z5oS!@usaszI%4vDdRVTNyX7L8kR=)Qg%_F;@3S4^Y>$E5Bjow1P28oVAnPyO)8wP9
zjogdSQ&kzw42UCAOnx<L4@pDReAbmKHf&tg=ZT?>B{27Ca@ZkW`bYfwr)V~a!3qbw
zk}uZF(a~(@0nmA<yvbGs-*d>@bIY4@Rt0oJ^uvlMTEJvNdgs1af(G)ZFzpk7GcR%p
zeEL`}mNVoza-Ce#TM{0W-PT%e-J}T$(<=-r0WmbT-CG|VGh{6wj7ma40^%8(Fe2`d
z1U(#*uyaI`48f2kAtYTFRzlK<6fkr_8!{D9fOUcx@BzvQCG0nB#`0UWaZ{$qMQR5A
zqdt?(t~#55F~A^pyVfz^QlXo%oOCRyx`3(9C+l7H<ZNx`^gPQ54QvIuCi@3Y^)e<_
z4q`2iO2C3*q+x1jWM#s3v%5{uLV~Oe%Th?FZg#f{iY~0^TSH@p5f&lPVO<Ff3(f9D
z!Vn1iq@9vq3u34f`_WoMbrD)*iQ)51bbKirNx!N3B6Tr1w1{ux2v=NIqP8$EoA95-
zEl+q*ZAEYEa^_?-xf{uvoCf;;yE#<?d{25EORC?*G;P3m*=rzP9%>>xX@Y!MUPIRA
zPRmmpQI^rT8Y4>{FUXJV+XPe$iryWNk#yjtXwdj2R@g_wXUGs?ujZ4G%%O0AO86Ds
z0D3Ed^T_Nrt~ct0QCacIf*3Zm5umgew%(Wk`Ai4ii#|aM8<3I(Jt7(5pgTBbvgq4}
zQ!@dN2`3q0jYW6_BW$asaciu|cevO#uP3MTXPI9F^6&hT+|+bYL9Sa^Lb_&lI1Vs1
zH-j3+|C_MGTKrx&d3okh#~n;6MvXOsv72C#7CY`|-9N$ZxlP!em<*Je4<F5hB-@e6
z)r>}~XASee;7EK{FC@eDuDTiOQ%ud1@DI{hL9~ku%vwewh3ohyIr3WJ0(%Rnj;C|<
zv4kZ?9E+pNFMT%WEgYiue#Mb#vwOHRXeQe<bBc=}oZZgxr<m?m(0%fvbhj5jl#{`y
z=>Dj<lXH;uLcJs5fh|5fr-<Wh<V0bMtql}&w-=XN+iG&i@lQ+2I3AGB7FxLm)Rvdf
zRtvUhJg$X!%qBk-9&uq8TO5yEf=<IcwXBg_mWra5oG2@sR5Y`^k?T(vRm;mbm;iVe
z0^YfR*V?0xaj-|{&GutBH^HHnx>0dOZX%5pThnOernLHH#UjUk1X`r-17me0*kPN#
z*FsLy>f(6&W!;>MSiMPq4p(mDeuN;Mi8v6RR94+JsqCYdFXSGbAlo%}kR#}k9nNHR
zFHgGK@=5u^WobwkQ=}Qy9ga5`($_7dCoD`9X(u^YJ?MCcNxe;_&gMAn%Ru)Do;213
zxsPryE+x;^6jgqRLM)N>&|$V%X-D&MlGji`lzENa>y)5dz$~{@3h8k83-E{M?+Dzu
z-~<_jTN@-QUDm>WxF$l5gE1ZMAeOwSle~GZSt-*&rJ1n4c01)0>?AW$Mh0DLE`!`Q
zV}bn&7MS@JF7nyDmDAF0DV;RxM(s*xF`F|R=hWf3TQUoKl6j{$Eo%QDpVghH8W`|u
zBO`DF(HjN^1Rq>dyoMGUtHaz+{jP@OaRNnil1CBi*cby?)s_j1ZOI%J%}rBp#?fh+
zOsa%*R;12H=(Wqttb)4fX1!!0Fe^~e^M)uU%y4;Y;iDM=*w$xx((b;TTTPDCls2p9
zfLH1iGyt10g=Fi~CZ*i}!a%a6opo>s!oi5V@rFZi6@??zYbZM<p?aqhGQy(2Mo3%=
zr2zD30lbK~P0y*4c^9vQL<S0-n=!;i>eZABwv7ldes@DZ=akvN5FN<tPeYFGcFrH-
z40N~Tg6>{}lgPXC73cSuvc1g87TSNPX`6GL^%Lx;teSopdy=f$7H@5y!@G`Hy%rJ3
zP>Y8@juUI0=9(TMe{X4?RJgHqIseQ=;p44a_#+v(oVEdgbeMFuT{YcY)I?s`Mvk>z
zyC7{-0MjM86yJGeTVv6j#J!!p2Sm97ZrYXDPsZBjkU1-Ixf0w&`L=!?Zbs%>v2Wx|
z(?-q<!`+U|Ou7y{xv`t&-*cABG^-88|F@9m95a~MbSj2vO$OlSG6?S8{&shs`p*f|
z$ZhSb9JOp#jitN_JCae}5wBQ0#<|+8-ei<9VRynj>&R@2&soyN@okwjZX;m6igdN-
zlZTfsIM4bHnm%$n8XQ9mfzLu9TDGWrL9(yotixbZA=5is2-J&I{qH&#woG&`n6?nM
zFb!~W1y~0;v9ttYoY&Rs7-#B<1>$fzh;aOYE}3&3v3iqX5V{Ar<EdddLZ0X@<&V%P
z<c%VG60=w`C|-U8|LaV+q?bf4xIMm;HY+6?bglDCqAm$OO$ca)AWOPphz7khd$oW8
zIRTy}c!l;Ux;L!r@WvZUeVXW2N&rn8zN#uK9jdRh_`PN>k9{}wfE;eRY*oRsu;TaO
zTgj(+!<d)S9>^COPAY$wDL-Q_PUMue43r^z($1IaO`0%>7HPIjGYRK$08*tt<(Pp}
z=He$LAWfBR>c<SzS<~Syd%<B77hUL-<7kGvVOR=CAy}#H07!>okGb0?8?rp7htp?Y
zz?GZR45x5q?odb@5k?hwTCv+m+M$>{+9(t}Zl_P2kUS=%-tz~+ZjQ}N7S?`9ar;Z2
z!ZXQr{q?Phiy~^KXK;23P%ALe)Lz6vp7*ra4qzlOC1e*+0s!Ue$t#_OGpw%`1IeDY
zS<}sZnaJmRFeP=(*boi`kgVZ=0!0)_H*{;QCK<9Isf#fdMd~6lzlXlQBCS?%C`%8f
zvGj6asmTdSRLdNeWe_J+{1Ap$gUcEm5Adc9Y9V;^ninKku+LS}{DoSQ*jF*^D*=0p
zcq@2eVxP$5nJG+WfKthPfl<p2<#WI7^K;*AY39FOK6|Yt`x^M{PvtXezIZ-+k<WHQ
zBY|(84Y24)%6eo;JtJlEG@FqaO{J_T&xPAY%~o2_%mzgh$bOKVT;9ip;SNwrR<D@n
zxQj91PK&+cRwyWY??_|swO2qn6zgEYkhW8SqKyd0QJ`MBUKYbTy_RC>1}l!b2Cp1N
z*TYcx0ePsQYT*F9iJ+{5Jl8dU7^|gvq6j4E604y{fZpG%6^oVXgUt7%mdCL8WJym=
z&Yci9GY;gL6@JGPO!DWrPv+j0G79_Tf<==3Jw4n@<o7+x951oyFXMFk-7x({+zZKK
z-3t~1jJa6|iAPsX<6Wn%F^ihy;Z-X4KC;X#TAU_pSAW2rrtG-~^#7IWx2gay*e+ZJ
zKse*%t=_Ag)9o~oO|!!Vdcpi3U!0d_c__M`G_IXZo>;SzFSC<#Yx-OjsE%GJlfcEb
zb$l)AueC}!6?XEQwbheKpIh6*FFj9smuEQ-ldz_AA7CuCr-icEvYHmkmcAg*Z?}_U
z>-$`yC6WZ@-0%voq?;1$@tlpN{G{Sb`<wV(=ZPQde}&^k2JL=;w)JA5k@v28gS(qN
zd-Z15y^{c|z2-Uo7`0?QY3?OuoBJmf#_&EhQTT(+3V$yH^#FkS;l+T8zr4lZou?2_
zk@^;DTwp&6AK#>tEnXGdFU%`kn{o2~wif4qn3_+inz;{Re}dDWw|jPNKg4Hek=%h>
zoY`3vM@|;S@en9*WTh>-4F#;Xi?x4TVju6UWRok{<e$OhQaagk!j?r|^?HgXEs>$E
zaT|R~_4qouJL3C&f8+U3Ry;VofaCkK$Wi(Gg@yPNmJUDX1*M=4^=ABu27hWJeagzR
zDs#{$!u2-<#c(O)RwQGH{ul?xJ$YF9LqRV6)o#0A6Y;(ri)Q+jz>XL>taj(-NF#%i
zZ#xyx$q6+Q=>?C}E6}Yo@+tKLc-^V*VY3H{eClp&B3NwLh0Uwj{1%&h6v@Np9c)fx
za}t|BV{<E9Yt>t@slZ0SW*atJu-S*rUTki+O^HlV55fAW&Db<za|<^6vFS!=ozR4%
zPW-LS7z;`|{{E>VXpem60LAN}SUnV{hhp?ld>)F;LveX1CJ)8qp;$Z=hbMv{rg*4*
z54G)~c0FOa3@y>f<jAMwH)&Ypk6BFc#~v0FEO4`!U_q0`1Pg{NCivKAF~Pb6iwVA<
pSxn#w-kt~wKA2fh@Zrj0f`=`O2|fu}Oz=uYW1^17@9|&B{U2@xfzSW|

delta 5078
zcmcIoZBSI#8TMS*%Pv_3x(evxvWtSCz$#ygqJke-#VjIG6cDqp7w%q{-E}`CG_jCI
zji#GS;!Bg(I<|H+lZ=gx-HB7%PHNjsrcP}&nL2gU&eVR`rmaM$iJ4|%>3PrDy>}Nd
zwm<sk?Cw3!d7kHe&wD=Ze)=)_=sM92>%R6u{~4V}7yW)(KY^pV)zEFYL;xz%Tgg#4
zt}BA?rt4>)h=>8HHym(}MAEjd-Q2pq*)bB97s$(HvkdTFx^w0m`15omox-Gm<n57M
zBTa<$Ha&8X@;U7lhUxUTQO=W7pkaX}$GBPA9d-w#e#sjOj>u^{M&#^>aWjlfogvD<
zrqGLUW<l9B`2voRXUnCsr6~uxrhP+{Z_wUr)LeybCjE8+mS@y2nZ9W-B>TM9%JLek
zFJP73eX<nbwB;pFkL(>OmUZ&om`nl~7G_NsX@^<<Cu7W`-#!Fqoz-%ie*2py?g)3w
zqj9E)4en-|QWljjhAWwN_L-Jd#6A~h&Cnaklqs@VNk5!XEzYK2L;{P}S>W=FR2^f5
zJ8kpeM%J_;`LD6aP?kkXRaCzbSA*AO4at(V*XQy02Hf60tDlGIclPXZ_DMl&@qp~^
zk*x!6kH^|4g{*FGFy!=jB$w404*B|>A$Je`IcOb_C2zbFc?R4e**fHR`%9L_lmGu#
z<6`?qVzZ&lBO*&vAx)DrKOq4h#M3N`IAO&JdDnTv{r<sm^QtVteDey50W=lXXI7Tt
zToll`s8Q#llg@=wi9^*2OP*wrCR+-I#;Y}JYH@@n$2!eQ3(C!*{Ew<~+a4yDDpyYo
ztydG{{hAc(GAlAl&81Q<RqDTp%t=>EY}u*xrtH<kL_bGpa;(#=3?0s>6`uT`q`WTY
z1gViEDTdIbSf^Qe86zvAksVg$x*nFqG-ogr@J-C)DNRp>Xo9TQth|AO^QhqKs-Wv(
zg6VXP`8~dn$K5@?P=2OqCZaT11~4n{P+9P2rV8g(*`bHYX8H$r2Hf6|6!7~z&XANo
zPCSw^4#4}fCqCEg{0{w^mFx5aQZg#U68ht}swI(Ig3-454RaCs81DJ;4U8_W_y#7)
z`MBNMc8o-ffy7PTDbJz1d?7xEQzi?H`Hdt84+Hqfw9+65Onr&~B%^eC2GzcgD(c#7
zDut(}ziP<juxSXZ(v>3&Tr-v#Ec|&Mdv05pFr03w6L%Cy$?g;E0(i2UNX=nenW2i0
zUnIb2_7Q=8yjfqRtE4n#@RF?{SH|e)BStmEHVa6}ecRZE&vB<xss;E}ZX@YTVB9W5
zH_Tj0gzcQNit=pve9Ey|r;K|ODbJeg$yX?)K4x+#TAF7j!VqVyri@P_W5I(=#`n|6
zFzm1lL6ha{0yX+)OAUEFf%PP`<iBS+smAD#Ei^<7soJ`b{5T2uO{;BE<Ryx{l!UCd
z*@TnaXbm-b9F3;MjAAY2Ospl$`h6e;J6MI3vI;p=P-`G5tU|`L3i(Vm%kBrY(MRU2
zCZ?%~W7DLC;GEk<vf*yII?+>8;NILLlVZnKEFmR`{X#6?NJy(FJ5o3WHWn2^eNmM_
z$I}WiE~8%KE|}3p^H%EDaieP~N9hb1OL>)Qi5Xo1=jL_mw{Tc1!eF@0Al5S^bQSwa
z58Slp!)UR&(1|F1|5=m3lyp(p05?k-r_uwqJig4?lN|O$Ti{_X7*qutx!`V-3H~vE
zU6vY2Om78^NYcN+M@4Yd92U(Xe4?&{ru9i){s@=KF6RY&zL3>L?{_^RUtqA*8VGyi
z))*ia0bsY!G$=<o|B<+>tS0IzE<p>hI|WYI>&R;~Bi4%D6s!bjLpL8KAvMiOV-oIA
zE8)z-73peT*w5+ZBU(~^z~#@z<#jDc6%8)hLiF$QzIWn%S*=MjXf3<4m%NYGW<SVU
z8;*e=R=V|n;B>!_(;2rX(6Q=yuBsNoOTS1uqsHplf@ur~jH~3j#STHA3dB|#-wwv$
z{Nl<<vEq_7f_WTvcu9va#)?<$qVl6DfYU#}c6DYv=ds!EguS($6KY~ToGseK7G^DT
zd}C>$p(T~tG%L+iDYkWQ#3x#XIHMbu3B<6I<8~mfO6;LSHl{N5@6?sUzx`8*6K>Y6
zH$1^%dl;RF%O{u$b<51r;pHA;+NV-$tDCM^;rXOE_eJ|xHW0E8zE@u@%A5k@ykB3%
zlzN%@#~bX1C|5h9nLn*6u*JFyt~T5;{FK9f!oBxX#?#!pW%UwdgocKE_{Hin!!-`P
z%J_8X{t8@Z$cr|u=^&<CDz#?*+}g*550lK_g6772atpm@1&|;%iZ6z@8owmyb@YuQ
z-}0c6+rtL2)ao~_B7U0Id{8#c*U!<hnX-ZN(K2?%TJV83QG<s!d-RJq$WB4kwkIi7
z95ne!dU<mrSp_+*tMse*z%@8f{4yO_k2cwhPY#}+%ag>|`5C?5I!!Qjs2y5bKHH)Y
z7iB6nD6wt01CDO}yU?M-jaM9^d~GT{zE>&B;da}CNzM~=Vu6ZnZThcrgNImTPvhg5
z@Z^!*-nL6Ps)P3J&8B0MIK0zaN?t{W>2Zh0bdcX(JSn)ny^)+laHa<4rwWX<&xCvJ
zg#sOok?o_tj;N8b#J!@bV@2}Bz1-m!gljs`cQu=CsQp_0l&*{9Pf6}>=%W2Q^My&#
z-*Q%vPsXG5-4}^)gS*;KU0r>sD`<9IA-PZ}wVP()+ugXm>#%g56u|Lz^(He54)$)D
z6pG2MMriyHMm{=C*^%NY@M2#v?CV=B%o16~4p48|Vp6G1ma!T+B<S1uOXoItX<N1U
zEFJimI*=97D-S3loD~an?yA;@I70v#N)F-U&nu$%-3wmuJON=(hOl3R1D@yf`#H<A
z%twT>Jfr%sVKEP5zq&Bll*g$eXTj!sE860Hk?6n8X^t_P=jpg3Dh<1^4~x+3cjQjI
zWTB)*$F_)H`s>MH)VTXEf^b`mejKbK!etQ_gb!J*awy~vF16bS1_sLcUk~NJK%d<u
z?XmkMe-JK)*X88JK_Q>d6D)U2p<V<*)t=vE7^VJh$+gqnkAGH-90JS0YS=yS)X=-s
zw(@iIeoj8Cd`d6+$|u<Ti(crId)Ta}d!EvW%>jA{D$iikfInAYQ;SUvHhygSu{nj!
zYuLPx%_VHibZV4bY~Du2AJHZpF?ffZ{ZeSqPc6|m6$Q;W<Z}m^4+rz$VEPWG?O?hN
zrs-gM4yNT`Iu54cVEm4-Y(qj8m{C3}zsaJKFYu7?eTIkBf>%Z!6W$DYOnChAm`3p%
ciwVzB9#c?_36Ccp6P^n!CdCpxF}Rid2ghj{&j0`b

diff --git a/docs/build/doctrees/run_system_wrapper.doctree b/docs/build/doctrees/run_system_wrapper.doctree
index 2e8b97a5a6144d4ab616d7e1f2ab7376b36e6347..c005c42504a7280626ce6bb83288356ae91b01d4 100644
GIT binary patch
delta 308
zcmZoKd{)TPz&iEzMwYEijN2yb^2&%9>sjhq>Zj(F73-&@mgy#C<|P(Q_UCQeoW$(L
zNJvc}t1=VgL44*+*{sdM$cjhJW`EvEY7!C|B_##LR{Ht{sRhM)1(hWk`FVQzMd_0n
zP23gLV3H|`C5a_PiOJciMS7X3C21fP`YHLzljBXUi1B9TCZ?yx=j11*Wagz$>0!yq
q%*&oK*~!$ImnSthDK#Y?te|*ulj(boPG$y%47nZxL7-@!#s~l>&1UQX

delta 219
zcmaD>*j~uez&f>NBg<AM#ubw%vdgd~W#%OoRZc$0-nO}b*^LoHbaI2az~)+3VJ61S
zNa{BqWS`24A_6pF%4TW4f2s-!86_nJ#a8<I<>lpi1(hWk`FVQzMd|t}sb%^FsRhN8
z4Ncs|WnhX*^7C_w^)gdS(m;wP&osHh&y$*)l$sKsnVXoNT0Et5a<i%P<ZGsHINF&R
P7&7E~Fx=f>p2i3Omby_H

diff --git a/docs/build/doctrees/stellar_types.doctree b/docs/build/doctrees/stellar_types.doctree
index 51dd8575d91a5dfb679d8ac93ef9f74888780ca4..3c1d4627039ef38fcf806b80c51707510d2c0295 100644
GIT binary patch
delta 236
zcmZ3g{6d+ffpzNLjVx1`7}rd`%_1XWtY@ibsh^rxR;-_rTBe(nnU`2J`7cYuW^3m8
zjCj;+{>vi6At8}bQc_TCrLSL*T2QQ4P+5|ZpQo2!ls?&#*IiK!CYh30l2}rdn4Fzj
zq?egmk_J+tpOT+Ec{=YEG2YDF#PrnooczR;%)Im|JuEqydD&AYSMfRX@}%Y_rKZG#
Z6%<e2#rK#)m63rVL#~H_)7=H)7y+;?Q?>vA

delta 171
zcmaE%yi}Q`fpzMvjVx1`80SsC#V^B_l$n=UR5_VTpmDPo^E^g$(T2@4S?91TC}fnB
z6ck(O>z9|8>lIX%WaQ`R<rk&vr=*tY7o-*xPxj??7ngx4D#_2!Db~wOElC3@n!J_w
t3O`S3Zc=JWd}eN9dTQ~M&dKxnoF{+cd%&U0$iR>x*Msbq&0GTa7y+dwJ=XvL

diff --git a/docs/build/doctrees/useful_funcs.doctree b/docs/build/doctrees/useful_funcs.doctree
index c3ee61ea0427b5b2e77b894409866d6f84e7c7cb..2add81bc37b4e7eed1d3d8a5fea4f1da1cdebdd0 100644
GIT binary patch
delta 8752
zcmbVSdsJ0r+V6eOZ65@=BOcD-h{~k|4k%iPSG-JVC{9{QeH9|NZ72e2mSvb@X;jby
z?Z#=D){M@Y2E#cODJkHZ)w1u)PiUB#WNHd#Ccm$SlJ%``O_N6RyzjgBIs04?82>oD
zXYc(!&+mDD&uzcQqkYDI^cve<q~upHyuuzcCo?xQ*HyZ8XRT{<>CTKzm0OEzVA%F3
zxD3a~e#GS7WxOYjbdD;@J#3q2zQKJ|^`iTer1J!h<{9C?XFNsE(Uwyrk)EfpF4X~z
zGgGB5deco6cKJQ%bvU7VZ34YWp{X+iT4y-mwqz$c17}kblnaE!z|+Z*qyvWUm>%AZ
zn{KXee!MxY!X*DMh2dU1{ffy<Bp*WW-7__*S3FYxpTe<pm-ElKQ7&U2pW(+E`E&ei
zFjQ`>Yu-_jE;C(AP{q0jW={4|F&VN_og@MZ@slgCs<1;1&@?}n*x+b-R#H&mrm}~(
z6??_o-1%vT30-G^;i7cwaa51S7Z{*>{nV%e1AcQ<7%CFiR5;h{*d%wrsdKY@jV(1W
z2a<9DrR6G_p+PC(Q0R92)0r6=fCYLw<6_P*eTniO_Q$!}#8oR@gxG`W4si4#1l?;V
z4S{ZWM!4Z6=7#J5)xJIsga9PN5ez^84R3N9P6g_375Y1v{+yut^)v(`Fer^i5+h|X
z0+0^q%9%k63`(z&q~Kq0-Bm;iAlsEqR~cX+Dj5#C4$)yB3Wo%RL*t;(WaJcDplP1N
zkS2e~NYnz>0QGqy4I+)>=Fx(fhYW(pAOHe*yv4|QOxFPDGbYUgV4jg>%!JtFKscL0
zU?7{mp}f`z*_g2Fg25>8z_^dYm>{XDNA#o)aZ=Guj8rlNp>sFjC*$->!ReW~e;}_S
zmK^$u5$<1*p*W_JsaOmGQt%zY-@6)aJ%4X`aGxJPe<8?Un^AevMy5rz88HNXYd`>h
ze-iwCssYgRci98r%EbBOK%g@>DHx0Z{%$fc{wOsC*4+^gick}aqB#@GNr59XZ>m+z
z$TlM+9m*oDDE1ac&(g=H!$U(B$eou4BYCOxRuh)fIV1<}TTnx9H^IQ)v&f1U7v4g1
zOrB>qEd1598WWa#%eGB&-R|nrX1SJql{S~wmZ;y|&P8p6G(ykfRiO=dQ!vpmdI!V~
z_auD1C=xC&xr@HaJptziW`%h-%STL5JRA!@U3xct8y`r_rKb>W`5d(7q5PHfqPX^f
zc5TYCAJe~yYXkfmZ8br6;v7Gbq5JE|F=$+Frwu0bO}s&V+6281ueTpV*sPbmPY`}0
zYR5m$)dWNAAo`*z6&_k~k2T(mSM73~8M<F}(Q()(2@%m|xb)T*I?K%5Eu}Fjr~<kl
za==LSEEt)d2Zh^b(Ut6ex}<iue5hYzi^^vY`v!JEW)+$Fba1~}M3g?U?uB)0=hHH?
zw<t!TK&^}Go7+sL$hq2p_T`&JQ4FFRlghWn?}emQ4qC6O)~D3tT=lbN7Ra-CAnR2J
zYi>RepeMy1%=&<Q`nj3s)A1k>UgHqjI0R7&{UHSQHy;qZziHW&kF@7Zr|2Et;PC6&
zk-JGgkWK0E`Lian7_~W}ZHGh`Ad#;-;bK7r{lbUSLC)#mI5_=IaC$umr{8j`%-9IE
zfkkgs5Kh^^GN^JIM0Y@;bXs_$OM+8(`^{|*REl%kEI4*=)`U0}5ICnn5Cm|#+`@a@
z%0LA90zn}|FhNRHH?Z!eQ939nMd$GLHVBz_-A4vJjDF_NsBwKYIe?%Xuw+++mZ<xn
zYrQRMpJnVsJ#674%qzky{S^8#H;W!0KdG!&@3V+R4Wc`M)J{Qacc4qp3YY%Zgh>?;
zIH^Gp1d#eyLFyNQ2nGd$tN#Y6svGnp%RWfjID?{ZIH&udYU5pGA9Qcbrh6@H3^mA@
zpT)mSA-SC1qj{5Pnpx|2G})}+i$V%?6}hl6UM<RzvL#QwP91f+SuODzTp$J3;5#7l
z{`vGCY25kB`uGY-3^ps6a^LzNKy9_e-{fjk-TETDmFwOkO}GdP4A7N3Eh-3v0B&0(
zUWAn(5P(BC#vx2FV^t8Yym&2PS4e!K$w!$^d^?^*vn4;~3h+&nvG#$NwFdgB#Alm+
z&$bWr+fc&IBpS0mC-k6adcpp@bkkhtF1#RHtoZQ=TS;uS+p~HUj=piPduY>hgd{<I
zr2~c*XM{TN8Fd1Bf7CMooPZvKt))+pEWXdBWQ2M5$u27&em0gpNmfF=JRiHv)$$y&
z2v(KL<N<!ANWGF=QBHR9D>ZPTVkwrV`pQH|tBjHMGaPog29{SYAPQdIU~N$^S#dN<
zhwx<<6d5g7kyA{7)QWfU_4y}oa$hPQPt?naw8;v`<mhl!l={F+kg+9$Tx1UzU&B3c
zvNBB*-Rcod7qR6WKeKQEqqD8hv^;@2tZV|Kay;}rydhyWQ|=wWTnwq0o@}tBs#hW*
z+?pS_yQ(Ke(}ppfn`q_(+;s@uc14O1`zOP?oi{^cm}RmY#;%Bo=em^*Xk<FS$qrr4
z&9g{Oc0W;e!9ew4vQWD<NgdB}@h%MK*l2DDn*-P%Hfzs=rX8ttP6!_W+G}d?$bl(D
zncBt@bt5SOs9j4-*uHG<uE$A}|BmN0RnLV$<CnKl{KHfo@@{fM!!LHR6BwaNJ0NKf
z;Rht`%n;uia$#o?`AB<Q>R}Jq<%=lL35)lez;WW%*?oAiVNy+LS#5P`No84ON%J!@
zALFheHDZF~hd=CCz%DZ#%GD4ON83Zhe1yu+p12*qLiTeW`&ik{LN(JBS3Hr36P7$S
zgT0badk8DL1@P?d1%!DVPq_|-xWCz5h^H+0&@B`xN;)(PI)|ii8;cEY4<-t-klh$<
zPLr=70{CWVsz_P(O{DCGNm|PCl}Oop_WYKR^Eb}U)*}*JIuHd7rIGHxKJkHpu*6vD
zmlA(O>6kMw!N}oRu<R+PCm~3S`-P_t({U(qUpjD_vIud%c5o*@^K;LBcE4EkH0<FE
zjnRQn#whf^5D_bPpy##Iyb5!L<v*I`UU>faTo`;llk`C33*|GvLNBPSC5HxKZ2&KF
z)=*+JbY{l7`(NlY2oHvbX&&6eR=nu(mGEG4a}Ob7q+sijMD$*?`?oJ$65dONj>Aqr
z500R8)q|@%-jmcyH3Fx8mca^@yX|KW(lPY8TaTO-j@*Atb!5!zsw02%^T&J~DTQ-K
zcAOa9ktJ3&FA~FX>cvpqZ^Xn{pm*w>lY=-_3fG+4aY8t?<HY-_Q|IA55tgsB6?ZCM
zJ?cLCMkgU}jvkUp7xuVES~nWUcm_sV&F<^JDKhZG<LY<jh_e{d4L$GNN%*N5>4K&0
z+r?Su<Ot0I`E&N_fCtBmPpb#V)_2u|W8A#x-BscU7dM}Lw?>=@>o@zp(4i3ZL>Tw}
z;xsDOPbF_acLzVNgL}_pi}PQ9QTi7%6lPNtBMCFIa}7x9h=azyNcZ(KdqtA8yq7>d
zR(^WUYvr2G(XA}(b}9`vJRY}od97UA<+ZZ2YiuhEyO*=7`@l@J@=UjCC3-0Re9bt_
zD(p^#PtS*uEcaLEXQ%=4U8EKu*Vu{&2w#b;`^o#e33+?eAaN&MNHE^uJ|tau#(m|(
z7!e$?J>KBh(WAOeI~R9Hu~$7v?afjT#iIfOWp6Lz7{^hx{x7|%=d}GFi~Y?XWvjm)
z==S@?%HG}t_~D~uk0)3C&g;qdey4h}%x}L>fUNCH6|r%oFV5ZA7iRE;!+-wK8xDCN
ztKp!Rr3U@Nel;8{m%ZVz;IcOyetlUD2mNM0Ll*XX!{J1~YJ_%1{Tf7mB7(l?PioNn
zi}JB)VSggb&kNHg-}TX~>ANF7>7k-N$Hi!oGKH;pr0|v6;XbP(q;1ql!ARHxPkdo<
z%L6-%V?5`6;*0g7uKxXhN<_+4e)*~zu)AV47>}?Ohrw3@#@?@62su4E3^oRD_%;%Z
zCnMc`SN~!j<5~BHZ(sJQ<F#?3j*mo8@w*SkV)=J|v3xL&$MV!`YAi2{L!|02St|eA
zuX$tn_t*Sl`J~u?;JO;i`u%<(u>D#Be4G*krteu8iOR6xdv83S{9cV`e;Gd9FC9_i
zxp9QoI_MZtJITm80)=nKw=5%`+--TCsP;}(e_p$J3Tvsw71LS<({AGblx{njt!yA<
zR1YYvgm_$_L{j1jeWjifHTL~Mdw&9C+Y^)w1M#G>@`!=qVs)Q%DPJ1MI1E=FH<DB>
z;-jaq^S1U&M$*J7R~|KcjaK^2n$;+MwS}mutw$)RRqn7NvL7rQ8824K?UH7lmYiQJ
z!v->6`KLt2q?pO`^fu*9tIo)zkZ~FLRtORFD)p1_z4KB|jFQO~IDfU{qEJ}-a;VPQ
zZ$ov~R)*ccS~^)rW7%ZQP^~OKAJ0-jnG!w@L(9W;hF%QU8M-)PT!wxWp&6PKNq8VD
zcSfp);$ogK^pz-`q1U5yhE_%2z|bwRNGtn+TbUa}JT+U9V>FX7F8X7}5xFSH%V%$_
zW~LSzKUM}}Ff{hZ5w&XTLyTp=K64cmW>c=l5$x*iBXQ(5&tRgIOw}yYB%c<NV{JFc
z$|@USJw?Rr?`@iGnutFO5eE{+K_`lG!iTvriq+2j#fy`&#I6~vg^0n%L*)PL<1!ef
z@;-(3Zg-FZtt;3(U4gAcS70mF73}T*oJMXn#>ZFG)m7Kdce$!dt7|i>ch^;H+nTwp
zrd%mZCO=9_(e7?8t}CvqDK6PkT9a8>T35y%ac$mKqMS@7eQ{xxRmJ6{590q8*j%}_
zyt%>naOKu5%}P@WSr!&rTD7Tk^Mm|}TBSFId?S60ASx0Y#{7RCCZ#fs#6~>Lj(XUy
RQgS?d>vgn0pGICJ{{s5Z`jP+u

delta 8988
zcmbVSd3+RA66U?Rb27P)$xH$yAtodl2v-(_5C!E3!3zac0)!+ZkdOp1q5^_kh9jv!
zD=W$&y6TFA0TNsZK|p`9E)b%~WftY<ipL`Cy32B{`;PAE?&%2(%O9E7{rXjXRbN%T
z>epOp({KDjzr7x#*MzzhWHU}Fn^ja<BkWH>^I@27llJy<_Xho#DAefv__J^$DaQSN
z{F??JbM6~Sr%^_2U}f?2s*2*NWz);1HY}^PRMh0oET1-KMsb5{I_}b?)=X|pol#U(
z)ldK@x-Z51G1T2<M~CWD?C@HTRPzDyP^rze58C=V;8L%6d<?^yuQEfL$bBZk)l5cE
zn4F0A!tCUss0C1Ax6p&+X4=Ar=No#K8eBhO!HSR#{al~oKu2L*ZVyT91&`Q&W4N4}
z<xq<)aD7AM)auG+RX5Bj&2Ui-@lZBC0t~5EqG?lW54EOHov<kc*|AjzD8;VU6%1{?
za#1{7O3hC4sm3sUMtPB_$eq`7C&CZtAStP5ch_!$VwuZp5e4)XnIPUN&_VXm*suZ}
zxk@P2mD&qR9R+iyxLRQQiS!VaFQ&tqyBxSw!go2lyX1>$6d$hCQTJNCbh*9}8iP<&
z_+F~d?s|^?I7S($YG`#P_|mLl;bk3T0k4#FD|lGWd?Qfb^wy{*$`ll65$K?3yv-K`
z4L#dMdUp7Lu#G|Zh(hS&6M~W+EeKeX6KQc$0vH{2?cGoTwB@8?!p+w!CeR-=CmW4|
zg?)PoTlJ_v9L^ez|KTUW7dgQf{UF!~joA)lhBor|C@A>VL)U@1I85(9zb0bKMaHiW
z#TtIo^*qaZiK-R!rZLt1^)$uqh+l?)^XmhGhTlRxOF#607D54oFo{99Lw>m%6#No4
zD8CmezvS=LoQE;FMd|&C(0c=IB<d3&dr-7xgP!HfIRq6ahLD1xNyjF})*dZeyBOXB
zw_+<oos9v6twz0&9g7mf8mV4&CD8D7R^+Qg>#WmE`Gq^@i(`QDR-X_EU+Q9nz?$no
zI&hM|s=E9e0}yPW0h4oQ*(gG2I~^mXW22sOgSY9yTAzkD=;7GgX^_&dCu}^EiUttn
zj4RX^?i*Bz?q}B<gTwST*Kh+{(bvFM3>*AzVwHi^B2)PkS9MJV*}<ymrFmL$)l~7?
z9d!40gzBh4aPDG8AerYh)cV*w_YQTDP@#`5ct1UOrRQ1K8wQwtDH0m;9znY~yln}1
zhXL~bnS%^4?s7Pk59^JNc%}}sDKim3YW_6@Ne@NC)5AhwNPaT<o9C%-B>|IT?65CC
z1h#K8d1>9Ys2XoJz`0*-L{Hx0SiH;tlNLW@+e}51?dB82!ubsf)iDZ@fLmdJ&ljh{
z#Cyk^V~yml%@qwvBQl_3gRh<d_706Pv2_tfuvI*TGRVU@mNdH3PR-uFa|HD3{yR7~
zA{~t&b7|d_dtW$tj&1h^ioGu%^6rZZ%cmmL0Z(#Gy*W=bvex2pA~!+T)1@kokAe06
zTwG$5i=(Ve-29|;OQxzEqjbd9d?W04+I%V3WZMEGuZ}Nzv@7c43ru^hQLc|l?Y{Ou
zH3+)@`S5_IK5jMg`uMgl5L+0CMh1fCoHq#V4ycAvmlGl79Ptb(k(m56W~QKgxHx(|
zy`VL6DAD79jeX5%FzkOY309?*pzr<T`aI+MydPX&=Um_P7^>I^uQEeTCjYsnjm~+_
zwGZWlYjs&m1ZQCa>IUD87t5MO>|*UEunruEGfa0(w1|Kb?E`_Pu-*&%iS7|v1o<4n
zIELU3Sr#!USSCK9ER!F?GX0^Q4*8)ppHtDi1}!CE5}<2La5qIaD@T|jqZgT2H@nDm
z`;`8@iKX-g(NIFN<my+sp>N*-%XFV7x@kuH(5+#)m9hM>*2gVe_2<mTPPTi=c6z^2
z@J>?9BZdGbk5BLgKtu9(jO6dN0M2s&m;WD<MJFgoCN7~QlOLMOiy-H*2k8afQWuz@
ztu_S@Hp1kXZie~9f4PkHOML@znvw3BC<P`@cm($~LsCs2OK-DO=soR_x<rpQQ$BHl
zS$us`5IWM#a_3RA|7lBGf#GJ}5e=uR)f<GSM$b0$H<T(#Jt@&rJe4!`=y|yOg!qc$
zC#M_)Yl(bd(3I$PX8s2GiVqA89K&Xc;SO_GM4{-4h7$#Z!h9l=bVa?*lr5ZM6dG-4
z4E_t}>#&Ef!a*tU!Q^7xK_-$iNpEz9uRAQQBg?x%Ymo_)ogK|dhrRXY;1#NtX6U>q
zq0oWsj%Ubim)S!8)X<TIj-K_5=7F{2QTNU%D-rHyp<w_U|C%0TCl868RI~ON;_xg7
zM6U~n>f$lj$rsU<N?zp3wy>5ebNT{2!UFpf2I71RY|8J0hJd5Qg`ed2CQA3Nm6YJQ
z>>jFu4W)T_DZQ}4jnYW-OB9ODRRytSgYYZ-epT53%R2GCg(L%Qup)`<3uQC$4kpLE
zjZBmFYzY*;n2KBJy#!PbdFvxWMS<c20^p~5;UoNkEim?}bV>3yk7PVV8uBhqZ7A*H
z`dFawd_1;WSQ{5>VQpL=3PEn;vMFHR#>HD$8#j37I~E+k%<B?Bh|Weno!tZ7gkNTT
zZ?W=6L+PVg!LAT`$s41a5MMC^cPA4h>l5jHJEefOcR{lsz<1LX>T``71dOJ)%ME~i
zD{Pqj{4)9xlv_W?iTekzl9Lkvo5na`ab+bg^;6h1CJar3kyT^SG%Bk|CF{{GPvCk#
zWv$}C$WP##1JEie>}8d(mN)0(kNgzY9KiOwX6hz&g?jMm3Amj|smZXkabF(^fZ3}i
zq<l%Pl%28Kd+fc?=4ytSb7L`)PV06vd@%QZ)J&1?@*pKu+eoXnGk_I=!~j;Z6QJ#x
z6`0UPlHR?jrV!x-I>FQXCP^=z-a+v+ei&d^HVl~;qrX5<0Xh`RGn`)W41YLK%5XN~
z8UE9}g9z=^=5pfe7MQ;zjO4S`z2t?@bcklmaCNGDMFf&u65zuZM<SLZXr0@+Xg%&k
zpnLw3Jvd6~u;d^q+}s0}KZ`n>+p%I<r*pZr3p$&F4_Ee&Xdzp>bOc#yEHype;5rWP
zZtV-Xt1`_ZomZf7wF6eK%8OGpMKU&;tb5%*uCnR5OGAStmp(^FtZ1?kcj@zR4Ef5~
z#Md3}=yl(6SEfSJdWYJb|0Tjicc#N?GAp_C%zENdZ3%EEzTTpC=jafRJ3BUdxl=Ls
z=w>f>D(22@nXh)IJO@v1?bMx9Q5%H3RigBtypa2E^;;pL|N4bW{@X%F%ztde{TK0G
z2|}B+A(^qm?9P1uLA{STcgBt>I#u+9bd_8It9JG0XFlpCXKGj4<bZv5B0r#$T8yHu
zw8McncW3kCS6Pzy21-u2i<;x%GiL;(H_`KF(!rpEFu7?YKRrPQ;8;^7Kf_ioR=+?J
z8T6E#bRJ~wr_G~1YX|PB<OkE<YnAVPWOW?8k`t__XPwZvD;(Zvk8s;R^de6d;ok5k
z2j*@d`hM6;^^vxYV4cu1yK_S)wK{}Bu_yvk_Q{q`+$UT5=Y6-gbW-a*9!o!I6)ly{
zyO%&wOD@#xclu%Uq*gneJsm8)-43wQ-pQTy@lTj1<~6GnSl8)@1r{6ez^Xe`gV5XB
zz`A%S*!}UR4Z6<eLOzdF2iNp4PjGcVDh3zv>e8d4SEW#Lhp|u^cuWi>d7T_eb;rby
zB}Bl#j){(y1f1jo-fDA-pF}*0y<cFU?il|hl6+kJBtqm(IxdIRk>g@mDM8SXREJf2
zDi5jc?NP#Z9kRli_HeL27U@3I{)HSrXHUrSGv+HXew2dQcM6gyV^4|k6MIsQpMsNe
z{Ir}D<43vLD^tdvlH+I3DcPj-)Bcz=_7n>m<aGad+N|S&5)~l@N;Dm@Kw+bKZfnOO
zgf?q}#J%v`3wmGo-~H|pbrD`qCDN~91v@U3sB5V_<u3VQi-=`zq=e-eI$~JZhzIS$
zzpq8;Jq;eHyb|Va|K(Ssk2!bcl~>h@^P?n85O`G%*z&6~jpwe4G|JD)LE3Sh*SkMl
zlUe-wn#|&u>mrNF#a=9ST$k(JJvT%ar9f|wVwrN~hFAu?<*0(R<2tK-gwfeIw;;>f
zz`MGzf8ZPz8L8O8Wg*b>H`(gi-$bh=<!RAW`PvakOjCKC#{+BMKw_Gz&zK4YrwJtp
zy%3_ih~h=HfXNhgA|$4+QmEQ9M0UJDigU75Bn1~no+ua2VkCySw+N+EgmN9?sVlVT
zP*fAi-OWh#$x>deIOK6h)23Gl2tZvi|4xYx3cC$Vz2dF^Gj2_(@fI!;T8)yAh>RX4
z<W<Wqav5KmZtoE)Dqa|BR=DJ4v%)1e&3?ILjYV?FI5T29BsG+kvnDbq>?}uw34zEH
zE<#J7<PCH{$O=N8r-{%jgnU>geSvT#2ze4k$Ox8PK?J-OjBcAMRE{TC1PGBVm$po|
zu&^s)pW%h!p~#Pnp#sH}X=)8cUfrJ@7{Yy4h2ej+Dhy8uyOrVb5u)MWg((b=3s)Gv
zBHRzdi5%JRg%RF{KOoeFqg){;(l4WlusC63Bnn2(rfrdEfM@#>!eb=MB$w{tk`Kk)
zD!>zB5#5MbyC=L9D;X!r=-@K?#rYB7M3e*OwMGbg;+Vr&8z@|glPs1>lP->yCSgmw
zUltRo;$GL3M9z<-4JOXB!O#)kVCaZ$Ft(<59H_rOF|o9|x}qvKD{JoDxtSF;)urXL
zGRrGVvZfV3omEj>Q6>DRI~oyflb)(BFP~ABSyo&<ojxT@?t#7t4Jw{FrFhztWiyLP
wimMuy3nP<JzOW$~{cQf3Xe+hXYW|~3L)T^Wz=?iybH&n=2YXX-Dym2S1DkuOm;e9(

diff --git a/docs/build/html/.buildinfo b/docs/build/html/.buildinfo
index 9b0a6c759..fbb0a5c1a 100644
--- a/docs/build/html/.buildinfo
+++ b/docs/build/html/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: e979aa9eb24450dd330ad22ac37f144a
+config: 152c93a9edbb6c06996a04d7f36b0eec
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/docs/build/html/_modules/binarycpython/utils/custom_logging_functions.html b/docs/build/html/_modules/binarycpython/utils/custom_logging_functions.html
index 7e442aac6..0f254fe36 100644
--- a/docs/build/html/_modules/binarycpython/utils/custom_logging_functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/custom_logging_functions.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../" id="documentation_options" src="../../../_static/documentation_options.js"></script>
         <script src="../../../_static/jquery.js"></script>
         <script src="../../../_static/underscore.js"></script>
+        <script src="../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../_static/js/theme.js"></script>
@@ -551,9 +552,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/dicts.html b/docs/build/html/_modules/binarycpython/utils/dicts.html
index c15be2d2a..a3dff7ad4 100644
--- a/docs/build/html/_modules/binarycpython/utils/dicts.html
+++ b/docs/build/html/_modules/binarycpython/utils/dicts.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../" id="documentation_options" src="../../../_static/documentation_options.js"></script>
         <script src="../../../_static/jquery.js"></script>
         <script src="../../../_static/underscore.js"></script>
+        <script src="../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../_static/js/theme.js"></script>
@@ -962,9 +963,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/ensemble.html b/docs/build/html/_modules/binarycpython/utils/ensemble.html
index f455ac536..d3bfcd009 100644
--- a/docs/build/html/_modules/binarycpython/utils/ensemble.html
+++ b/docs/build/html/_modules/binarycpython/utils/ensemble.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../" id="documentation_options" src="../../../_static/documentation_options.js"></script>
         <script src="../../../_static/jquery.js"></script>
         <script src="../../../_static/underscore.js"></script>
+        <script src="../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../_static/js/theme.js"></script>
@@ -476,9 +477,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/functions.html b/docs/build/html/_modules/binarycpython/utils/functions.html
index 6972ad96d..b456a0bb2 100644
--- a/docs/build/html/_modules/binarycpython/utils/functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/functions.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../" id="documentation_options" src="../../../_static/documentation_options.js"></script>
         <script src="../../../_static/jquery.js"></script>
         <script src="../../../_static/underscore.js"></script>
+        <script src="../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../_static/js/theme.js"></script>
@@ -1311,9 +1312,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/grid.html b/docs/build/html/_modules/binarycpython/utils/grid.html
index 2c9765a3f..51a7537a5 100644
--- a/docs/build/html/_modules/binarycpython/utils/grid.html
+++ b/docs/build/html/_modules/binarycpython/utils/grid.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../" id="documentation_options" src="../../../_static/documentation_options.js"></script>
         <script src="../../../_static/jquery.js"></script>
         <script src="../../../_static/underscore.js"></script>
+        <script src="../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../_static/js/theme.js"></script>
@@ -92,6 +93,8 @@
 <span class="sd">    - TODO: fix the correct object types for the default values of the bse_options</span>
 <span class="sd">    - TODO: think of a clean and nice way to unload and remove the custom_logging_info library from memory (and from disk)</span>
 <span class="sd">    - TODO: think of a nice way to remove the loaded grid_code/ generator from memory.</span>
+
+<span class="sd">TODO: Some of the methods that we have defined in the (mixin) class are designed to be used as a portal to information (return_binary_c_version_info for example.) THe current design is that they are all instance methods, but that is not always necessary. We can decorate them with @staticmethod, or @classmethod to make it easier to use them (https://realpython.com/instance-class-and-static-methods-demystified/)</span>
 <span class="sd">&quot;&quot;&quot;</span>
 
 <span class="kn">import</span> <span class="nn">os</span>
@@ -2510,9 +2513,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/plot_functions.html b/docs/build/html/_modules/binarycpython/utils/plot_functions.html
index 7ae04c559..9d2e8086a 100644
--- a/docs/build/html/_modules/binarycpython/utils/plot_functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/plot_functions.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../" id="documentation_options" src="../../../_static/documentation_options.js"></script>
         <script src="../../../_static/jquery.js"></script>
         <script src="../../../_static/underscore.js"></script>
+        <script src="../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../_static/js/theme.js"></script>
@@ -714,9 +715,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/HPC.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/HPC.html
index 643168fbe..16984ce1d 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/HPC.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/HPC.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../../" id="documentation_options" src="../../../../_static/documentation_options.js"></script>
         <script src="../../../../_static/jquery.js"></script>
         <script src="../../../../_static/underscore.js"></script>
+        <script src="../../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../../_static/js/theme.js"></script>
@@ -824,9 +825,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/Moe_di_Stefano_2017.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/Moe_di_Stefano_2017.html
index 65a11d7e1..fd584fe1d 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/Moe_di_Stefano_2017.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/Moe_di_Stefano_2017.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../../" id="documentation_options" src="../../../../_static/documentation_options.js"></script>
         <script src="../../../../_static/jquery.js"></script>
         <script src="../../../../_static/underscore.js"></script>
+        <script src="../../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../../_static/js/theme.js"></script>
@@ -1317,9 +1318,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/analytics.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/analytics.html
index 9182b9c8f..3e309fd6d 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/analytics.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/analytics.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../../" id="documentation_options" src="../../../../_static/documentation_options.js"></script>
         <script src="../../../../_static/jquery.js"></script>
         <script src="../../../../_static/underscore.js"></script>
+        <script src="../../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../../_static/js/theme.js"></script>
@@ -207,9 +208,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/cache.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/cache.html
index 4d0459caf..c39a167b4 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/cache.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/cache.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../../" id="documentation_options" src="../../../../_static/documentation_options.js"></script>
         <script src="../../../../_static/jquery.js"></script>
         <script src="../../../../_static/underscore.js"></script>
+        <script src="../../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../../_static/js/theme.js"></script>
@@ -453,9 +454,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/condor.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/condor.html
index 54d9b3edf..10bdb9bfc 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/condor.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/condor.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../../" id="documentation_options" src="../../../../_static/documentation_options.js"></script>
         <script src="../../../../_static/jquery.js"></script>
         <script src="../../../../_static/underscore.js"></script>
+        <script src="../../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../../_static/js/theme.js"></script>
@@ -654,9 +655,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/dataIO.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/dataIO.html
index 38bfc6486..4fbb43cd0 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/dataIO.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/dataIO.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../../" id="documentation_options" src="../../../../_static/documentation_options.js"></script>
         <script src="../../../../_static/jquery.js"></script>
         <script src="../../../../_static/underscore.js"></script>
+        <script src="../../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../../_static/js/theme.js"></script>
@@ -901,9 +902,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/distribution_functions.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/distribution_functions.html
index 1d74b3f80..be502f563 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/distribution_functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/distribution_functions.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../../" id="documentation_options" src="../../../../_static/documentation_options.js"></script>
         <script src="../../../../_static/jquery.js"></script>
         <script src="../../../../_static/underscore.js"></script>
+        <script src="../../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../../_static/js/theme.js"></script>
@@ -2402,9 +2403,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/grid_logging.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/grid_logging.html
index 676af2f64..410f14835 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/grid_logging.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/grid_logging.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../../" id="documentation_options" src="../../../../_static/documentation_options.js"></script>
         <script src="../../../../_static/jquery.js"></script>
         <script src="../../../../_static/underscore.js"></script>
+        <script src="../../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../../_static/js/theme.js"></script>
@@ -554,9 +555,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/grid_options_defaults.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/grid_options_defaults.html
index eda3c579e..a5d68dad8 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/grid_options_defaults.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/grid_options_defaults.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../../" id="documentation_options" src="../../../../_static/documentation_options.js"></script>
         <script src="../../../../_static/jquery.js"></script>
         <script src="../../../../_static/underscore.js"></script>
+        <script src="../../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../../_static/js/theme.js"></script>
@@ -716,9 +717,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/gridcode.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/gridcode.html
index dbdf11d8f..690061d87 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/gridcode.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/gridcode.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../../" id="documentation_options" src="../../../../_static/documentation_options.js"></script>
         <script src="../../../../_static/jquery.js"></script>
         <script src="../../../../_static/underscore.js"></script>
+        <script src="../../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../../_static/js/theme.js"></script>
@@ -1235,9 +1236,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/metadata.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/metadata.html
index 6316c9ce4..6d977f800 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/metadata.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/metadata.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../../" id="documentation_options" src="../../../../_static/documentation_options.js"></script>
         <script src="../../../../_static/jquery.js"></script>
         <script src="../../../../_static/underscore.js"></script>
+        <script src="../../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../../_static/js/theme.js"></script>
@@ -228,9 +229,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/slurm.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/slurm.html
index c49c344b5..24d093b4f 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/slurm.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/slurm.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../../" id="documentation_options" src="../../../../_static/documentation_options.js"></script>
         <script src="../../../../_static/jquery.js"></script>
         <script src="../../../../_static/underscore.js"></script>
+        <script src="../../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../../_static/js/theme.js"></script>
@@ -552,9 +553,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/spacing_functions.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/spacing_functions.html
index 2c758ddfe..7d536f438 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/spacing_functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/spacing_functions.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../../" id="documentation_options" src="../../../../_static/documentation_options.js"></script>
         <script src="../../../../_static/jquery.js"></script>
         <script src="../../../../_static/underscore.js"></script>
+        <script src="../../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../../_static/js/theme.js"></script>
@@ -775,9 +776,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/population_extensions/version_info.html b/docs/build/html/_modules/binarycpython/utils/population_extensions/version_info.html
index ca7256fc9..7dd9c94b7 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/version_info.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/version_info.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../../" id="documentation_options" src="../../../../_static/documentation_options.js"></script>
         <script src="../../../../_static/jquery.js"></script>
         <script src="../../../../_static/underscore.js"></script>
+        <script src="../../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../../_static/js/theme.js"></script>
@@ -521,9 +522,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/run_system_wrapper.html b/docs/build/html/_modules/binarycpython/utils/run_system_wrapper.html
index 1c01f4a22..1e4907fd6 100644
--- a/docs/build/html/_modules/binarycpython/utils/run_system_wrapper.html
+++ b/docs/build/html/_modules/binarycpython/utils/run_system_wrapper.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../" id="documentation_options" src="../../../_static/documentation_options.js"></script>
         <script src="../../../_static/jquery.js"></script>
         <script src="../../../_static/underscore.js"></script>
+        <script src="../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../_static/js/theme.js"></script>
@@ -205,9 +206,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/binarycpython/utils/useful_funcs.html b/docs/build/html/_modules/binarycpython/utils/useful_funcs.html
index b6239a664..e856554d3 100644
--- a/docs/build/html/_modules/binarycpython/utils/useful_funcs.html
+++ b/docs/build/html/_modules/binarycpython/utils/useful_funcs.html
@@ -13,6 +13,7 @@
         <script data-url_root="../../../" id="documentation_options" src="../../../_static/documentation_options.js"></script>
         <script src="../../../_static/jquery.js"></script>
         <script src="../../../_static/underscore.js"></script>
+        <script src="../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../../../_static/js/theme.js"></script>
@@ -471,9 +472,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_modules/index.html b/docs/build/html/_modules/index.html
index 29e1c56a4..4a85dba10 100644
--- a/docs/build/html/_modules/index.html
+++ b/docs/build/html/_modules/index.html
@@ -13,6 +13,7 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../_static/js/theme.js"></script>
@@ -109,9 +110,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/_sources/binary_c_parameters.rst.txt b/docs/build/html/_sources/binary_c_parameters.rst.txt
index 81bd07a93..1019b88d5 100644
--- a/docs/build/html/_sources/binary_c_parameters.rst.txt
+++ b/docs/build/html/_sources/binary_c_parameters.rst.txt
@@ -4,7 +4,7 @@ The following chapter contains all the parameters that the current version of bi
 
 
 This information was obtained by the following binary_c build:
-	**binary_c git branch**: HEAD	**binary_c git revision**: 5853:20220225:db09898b6	**Built on**: Feb 25 2022 19:21:31
+	**binary_c git branch**: branch_david	**binary_c git revision**: 6072:20220603:69cdd3f72	**Built on**: Jun  3 2022 14:44:39
 
 
 Section: stars
@@ -492,6 +492,12 @@ Section: stars
 | **Default value**: 0
 | **Extra**: Ignore
 
+| **Parameter**: PPISN_massloss_multiplier
+| **Description**: (Pulsational) Pair-Instability Supernova CO massloss multiplier: Value by which the (P)PISN massloss is multiplied. Currently only works with the new prescription. THe additional mass loss is not affected multiplied by this.
+| **Parameter input type**: Float
+| **Default value**: 1
+| **Extra**: Ignore
+
 | **Parameter**: use_LWN_fallback
 | **Description**: Flag whether to use the Nazehdin-Lovegrove-Woosley hydrogen envelope ejection at failed supernova.
 | **Parameter input type**: Integer
@@ -2378,6 +2384,30 @@ Section: output
 | **Parameter**: david_logging_function
 | **Description**: Function to choose which kind of information gets logged Requires DAVID. Choices are: 0= None, >0 for custom logging functions
 | **Parameter input type**: Integer
+| **Default value**: -1
+| **Extra**: Ignore
+
+| **Parameter**: david_tzo_logging
+| **Description**: Flag to enable logging for TZO project
+| **Parameter input type**: Integer
+| **Default value**: 0
+| **Extra**: Ignore
+
+| **Parameter**: david_ppisn_logging
+| **Description**: Flag to enable logging for PPISN project
+| **Parameter input type**: Integer
+| **Default value**: 0
+| **Extra**: Ignore
+
+| **Parameter**: david_rlof_episode_logging
+| **Description**: Flag to enable the RLOF episode logging
+| **Parameter input type**: Integer
+| **Default value**: 0
+| **Extra**: Ignore
+
+| **Parameter**: david_rlof_ensemble_logging
+| **Description**: Flag to enable the RLOF ensemble logging
+| **Parameter input type**: Integer
 | **Default value**: 0
 | **Extra**: Ignore
 
diff --git a/docs/build/html/_static/_sphinx_javascript_frameworks_compat.js b/docs/build/html/_static/_sphinx_javascript_frameworks_compat.js
new file mode 100644
index 000000000..8549469dc
--- /dev/null
+++ b/docs/build/html/_static/_sphinx_javascript_frameworks_compat.js
@@ -0,0 +1,134 @@
+/*
+ * _sphinx_javascript_frameworks_compat.js
+ * ~~~~~~~~~~
+ *
+ * Compatability shim for jQuery and underscores.js.
+ *
+ * WILL BE REMOVED IN Sphinx 6.0
+ * xref RemovedInSphinx60Warning
+ *
+ */
+
+/**
+ * select a different prefix for underscore
+ */
+$u = _.noConflict();
+
+
+/**
+ * small helper function to urldecode strings
+ *
+ * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/decodeURIComponent#Decoding_query_parameters_from_a_URL
+ */
+jQuery.urldecode = function(x) {
+    if (!x) {
+        return x
+    }
+    return decodeURIComponent(x.replace(/\+/g, ' '));
+};
+
+/**
+ * small helper function to urlencode strings
+ */
+jQuery.urlencode = encodeURIComponent;
+
+/**
+ * This function returns the parsed url parameters of the
+ * current request. Multiple values per key are supported,
+ * it will always return arrays of strings for the value parts.
+ */
+jQuery.getQueryParameters = function(s) {
+    if (typeof s === 'undefined')
+        s = document.location.search;
+    var parts = s.substr(s.indexOf('?') + 1).split('&');
+    var result = {};
+    for (var i = 0; i < parts.length; i++) {
+        var tmp = parts[i].split('=', 2);
+        var key = jQuery.urldecode(tmp[0]);
+        var value = jQuery.urldecode(tmp[1]);
+        if (key in result)
+            result[key].push(value);
+        else
+            result[key] = [value];
+    }
+    return result;
+};
+
+/**
+ * highlight a given string on a jquery object by wrapping it in
+ * span elements with the given class name.
+ */
+jQuery.fn.highlightText = function(text, className) {
+    function highlight(node, addItems) {
+        if (node.nodeType === 3) {
+            var val = node.nodeValue;
+            var pos = val.toLowerCase().indexOf(text);
+            if (pos >= 0 &&
+                !jQuery(node.parentNode).hasClass(className) &&
+                !jQuery(node.parentNode).hasClass("nohighlight")) {
+                var span;
+                var isInSVG = jQuery(node).closest("body, svg, foreignObject").is("svg");
+                if (isInSVG) {
+                    span = document.createElementNS("http://www.w3.org/2000/svg", "tspan");
+                } else {
+                    span = document.createElement("span");
+                    span.className = className;
+                }
+                span.appendChild(document.createTextNode(val.substr(pos, text.length)));
+                node.parentNode.insertBefore(span, node.parentNode.insertBefore(
+                    document.createTextNode(val.substr(pos + text.length)),
+                    node.nextSibling));
+                node.nodeValue = val.substr(0, pos);
+                if (isInSVG) {
+                    var rect = document.createElementNS("http://www.w3.org/2000/svg", "rect");
+                    var bbox = node.parentElement.getBBox();
+                    rect.x.baseVal.value = bbox.x;
+                    rect.y.baseVal.value = bbox.y;
+                    rect.width.baseVal.value = bbox.width;
+                    rect.height.baseVal.value = bbox.height;
+                    rect.setAttribute('class', className);
+                    addItems.push({
+                        "parent": node.parentNode,
+                        "target": rect});
+                }
+            }
+        }
+        else if (!jQuery(node).is("button, select, textarea")) {
+            jQuery.each(node.childNodes, function() {
+                highlight(this, addItems);
+            });
+        }
+    }
+    var addItems = [];
+    var result = this.each(function() {
+        highlight(this, addItems);
+    });
+    for (var i = 0; i < addItems.length; ++i) {
+        jQuery(addItems[i].parent).before(addItems[i].target);
+    }
+    return result;
+};
+
+/*
+ * backward compatibility for jQuery.browser
+ * This will be supported until firefox bug is fixed.
+ */
+if (!jQuery.browser) {
+    jQuery.uaMatch = function(ua) {
+        ua = ua.toLowerCase();
+
+        var match = /(chrome)[ \/]([\w.]+)/.exec(ua) ||
+            /(webkit)[ \/]([\w.]+)/.exec(ua) ||
+            /(opera)(?:.*version|)[ \/]([\w.]+)/.exec(ua) ||
+            /(msie) ([\w.]+)/.exec(ua) ||
+            ua.indexOf("compatible") < 0 && /(mozilla)(?:.*? rv:([\w.]+)|)/.exec(ua) ||
+            [];
+
+        return {
+            browser: match[ 1 ] || "",
+            version: match[ 2 ] || "0"
+        };
+    };
+    jQuery.browser = {};
+    jQuery.browser[jQuery.uaMatch(navigator.userAgent).browser] = true;
+}
diff --git a/docs/build/html/_static/basic.css b/docs/build/html/_static/basic.css
index 603f6a879..9039e027c 100644
--- a/docs/build/html/_static/basic.css
+++ b/docs/build/html/_static/basic.css
@@ -4,7 +4,7 @@
  *
  * Sphinx stylesheet -- basic theme.
  *
- * :copyright: Copyright 2007-2021 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
@@ -222,7 +222,7 @@ table.modindextable td {
 /* -- general body styles --------------------------------------------------- */
 
 div.body {
-    min-width: 450px;
+    min-width: 360px;
     max-width: 800px;
 }
 
@@ -335,13 +335,13 @@ p.sidebar-title {
     font-weight: bold;
 }
 
-div.admonition, div.topic, blockquote {
+div.admonition, div.topic, aside.topic, blockquote {
     clear: left;
 }
 
 /* -- topics ---------------------------------------------------------------- */
 
-div.topic {
+div.topic, aside.topic {
     border: 1px solid #ccc;
     padding: 7px;
     margin: 10px 0 10px 0;
@@ -380,6 +380,7 @@ div.body p.centered {
 div.sidebar > :last-child,
 aside.sidebar > :last-child,
 div.topic > :last-child,
+aside.topic > :last-child,
 div.admonition > :last-child {
     margin-bottom: 0;
 }
@@ -387,6 +388,7 @@ div.admonition > :last-child {
 div.sidebar::after,
 aside.sidebar::after,
 div.topic::after,
+aside.topic::after,
 div.admonition::after,
 blockquote::after {
     display: block;
@@ -428,10 +430,6 @@ table.docutils td, table.docutils th {
     border-bottom: 1px solid #aaa;
 }
 
-table.footnote td, table.footnote th {
-    border: 0 !important;
-}
-
 th {
     text-align: left;
     padding-right: 5px;
@@ -615,6 +613,7 @@ ul.simple p {
     margin-bottom: 0;
 }
 
+/* Docutils 0.17 and older (footnotes & citations) */
 dl.footnote > dt,
 dl.citation > dt {
     float: left;
@@ -632,6 +631,33 @@ dl.citation > dd:after {
     clear: both;
 }
 
+/* Docutils 0.18+ (footnotes & citations) */
+aside.footnote > span,
+div.citation > span {
+    float: left;
+}
+aside.footnote > span:last-of-type,
+div.citation > span:last-of-type {
+  padding-right: 0.5em;
+}
+aside.footnote > p {
+  margin-left: 2em;
+}
+div.citation > p {
+  margin-left: 4em;
+}
+aside.footnote > p:last-of-type,
+div.citation > p:last-of-type {
+    margin-bottom: 0em;
+}
+aside.footnote > p:last-of-type:after,
+div.citation > p:last-of-type:after {
+    content: "";
+    clear: both;
+}
+
+/* Footnotes & citations ends */
+
 dl.field-list {
     display: grid;
     grid-template-columns: fit-content(30%) auto;
@@ -757,6 +783,7 @@ span.pre {
     -ms-hyphens: none;
     -webkit-hyphens: none;
     hyphens: none;
+    white-space: nowrap;
 }
 
 div[class*="highlight-"] {
diff --git a/docs/build/html/_static/doctools.js b/docs/build/html/_static/doctools.js
index 8cbf1b161..c3db08d1c 100644
--- a/docs/build/html/_static/doctools.js
+++ b/docs/build/html/_static/doctools.js
@@ -2,322 +2,263 @@
  * doctools.js
  * ~~~~~~~~~~~
  *
- * Sphinx JavaScript utilities for all documentation.
+ * Base JavaScript utilities for all Sphinx HTML documentation.
  *
- * :copyright: Copyright 2007-2021 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
+"use strict";
 
-/**
- * select a different prefix for underscore
- */
-$u = _.noConflict();
-
-/**
- * make the code below compatible with browsers without
- * an installed firebug like debugger
-if (!window.console || !console.firebug) {
-  var names = ["log", "debug", "info", "warn", "error", "assert", "dir",
-    "dirxml", "group", "groupEnd", "time", "timeEnd", "count", "trace",
-    "profile", "profileEnd"];
-  window.console = {};
-  for (var i = 0; i < names.length; ++i)
-    window.console[names[i]] = function() {};
-}
- */
-
-/**
- * small helper function to urldecode strings
- *
- * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/decodeURIComponent#Decoding_query_parameters_from_a_URL
- */
-jQuery.urldecode = function(x) {
-  if (!x) {
-    return x
+const _ready = (callback) => {
+  if (document.readyState !== "loading") {
+    callback();
+  } else {
+    document.addEventListener("DOMContentLoaded", callback);
   }
-  return decodeURIComponent(x.replace(/\+/g, ' '));
 };
 
 /**
- * small helper function to urlencode strings
+ * highlight a given string on a node by wrapping it in
+ * span elements with the given class name.
  */
-jQuery.urlencode = encodeURIComponent;
+const _highlight = (node, addItems, text, className) => {
+  if (node.nodeType === Node.TEXT_NODE) {
+    const val = node.nodeValue;
+    const parent = node.parentNode;
+    const pos = val.toLowerCase().indexOf(text);
+    if (
+      pos >= 0 &&
+      !parent.classList.contains(className) &&
+      !parent.classList.contains("nohighlight")
+    ) {
+      let span;
 
-/**
- * This function returns the parsed url parameters of the
- * current request. Multiple values per key are supported,
- * it will always return arrays of strings for the value parts.
- */
-jQuery.getQueryParameters = function(s) {
-  if (typeof s === 'undefined')
-    s = document.location.search;
-  var parts = s.substr(s.indexOf('?') + 1).split('&');
-  var result = {};
-  for (var i = 0; i < parts.length; i++) {
-    var tmp = parts[i].split('=', 2);
-    var key = jQuery.urldecode(tmp[0]);
-    var value = jQuery.urldecode(tmp[1]);
-    if (key in result)
-      result[key].push(value);
-    else
-      result[key] = [value];
-  }
-  return result;
-};
+      const closestNode = parent.closest("body, svg, foreignObject");
+      const isInSVG = closestNode && closestNode.matches("svg");
+      if (isInSVG) {
+        span = document.createElementNS("http://www.w3.org/2000/svg", "tspan");
+      } else {
+        span = document.createElement("span");
+        span.classList.add(className);
+      }
 
-/**
- * highlight a given string on a jquery object by wrapping it in
- * span elements with the given class name.
- */
-jQuery.fn.highlightText = function(text, className) {
-  function highlight(node, addItems) {
-    if (node.nodeType === 3) {
-      var val = node.nodeValue;
-      var pos = val.toLowerCase().indexOf(text);
-      if (pos >= 0 &&
-          !jQuery(node.parentNode).hasClass(className) &&
-          !jQuery(node.parentNode).hasClass("nohighlight")) {
-        var span;
-        var isInSVG = jQuery(node).closest("body, svg, foreignObject").is("svg");
-        if (isInSVG) {
-          span = document.createElementNS("http://www.w3.org/2000/svg", "tspan");
-        } else {
-          span = document.createElement("span");
-          span.className = className;
-        }
-        span.appendChild(document.createTextNode(val.substr(pos, text.length)));
-        node.parentNode.insertBefore(span, node.parentNode.insertBefore(
+      span.appendChild(document.createTextNode(val.substr(pos, text.length)));
+      parent.insertBefore(
+        span,
+        parent.insertBefore(
           document.createTextNode(val.substr(pos + text.length)),
-          node.nextSibling));
-        node.nodeValue = val.substr(0, pos);
-        if (isInSVG) {
-          var rect = document.createElementNS("http://www.w3.org/2000/svg", "rect");
-          var bbox = node.parentElement.getBBox();
-          rect.x.baseVal.value = bbox.x;
-          rect.y.baseVal.value = bbox.y;
-          rect.width.baseVal.value = bbox.width;
-          rect.height.baseVal.value = bbox.height;
-          rect.setAttribute('class', className);
-          addItems.push({
-              "parent": node.parentNode,
-              "target": rect});
-        }
+          node.nextSibling
+        )
+      );
+      node.nodeValue = val.substr(0, pos);
+
+      if (isInSVG) {
+        const rect = document.createElementNS(
+          "http://www.w3.org/2000/svg",
+          "rect"
+        );
+        const bbox = parent.getBBox();
+        rect.x.baseVal.value = bbox.x;
+        rect.y.baseVal.value = bbox.y;
+        rect.width.baseVal.value = bbox.width;
+        rect.height.baseVal.value = bbox.height;
+        rect.setAttribute("class", className);
+        addItems.push({ parent: parent, target: rect });
       }
     }
-    else if (!jQuery(node).is("button, select, textarea")) {
-      jQuery.each(node.childNodes, function() {
-        highlight(this, addItems);
-      });
-    }
+  } else if (node.matches && !node.matches("button, select, textarea")) {
+    node.childNodes.forEach((el) => _highlight(el, addItems, text, className));
   }
-  var addItems = [];
-  var result = this.each(function() {
-    highlight(this, addItems);
-  });
-  for (var i = 0; i < addItems.length; ++i) {
-    jQuery(addItems[i].parent).before(addItems[i].target);
-  }
-  return result;
 };
-
-/*
- * backward compatibility for jQuery.browser
- * This will be supported until firefox bug is fixed.
- */
-if (!jQuery.browser) {
-  jQuery.uaMatch = function(ua) {
-    ua = ua.toLowerCase();
-
-    var match = /(chrome)[ \/]([\w.]+)/.exec(ua) ||
-      /(webkit)[ \/]([\w.]+)/.exec(ua) ||
-      /(opera)(?:.*version|)[ \/]([\w.]+)/.exec(ua) ||
-      /(msie) ([\w.]+)/.exec(ua) ||
-      ua.indexOf("compatible") < 0 && /(mozilla)(?:.*? rv:([\w.]+)|)/.exec(ua) ||
-      [];
-
-    return {
-      browser: match[ 1 ] || "",
-      version: match[ 2 ] || "0"
-    };
-  };
-  jQuery.browser = {};
-  jQuery.browser[jQuery.uaMatch(navigator.userAgent).browser] = true;
-}
+const _highlightText = (thisNode, text, className) => {
+  let addItems = [];
+  _highlight(thisNode, addItems, text, className);
+  addItems.forEach((obj) =>
+    obj.parent.insertAdjacentElement("beforebegin", obj.target)
+  );
+};
 
 /**
  * Small JavaScript module for the documentation.
  */
-var Documentation = {
-
-  init : function() {
-    this.fixFirefoxAnchorBug();
-    this.highlightSearchWords();
-    this.initIndexTable();
-    if (DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) {
-      this.initOnKeyListeners();
-    }
+const Documentation = {
+  init: () => {
+    Documentation.highlightSearchWords();
+    Documentation.initDomainIndexTable();
+    Documentation.initOnKeyListeners();
   },
 
   /**
    * i18n support
    */
-  TRANSLATIONS : {},
-  PLURAL_EXPR : function(n) { return n === 1 ? 0 : 1; },
-  LOCALE : 'unknown',
+  TRANSLATIONS: {},
+  PLURAL_EXPR: (n) => (n === 1 ? 0 : 1),
+  LOCALE: "unknown",
 
   // gettext and ngettext don't access this so that the functions
   // can safely bound to a different name (_ = Documentation.gettext)
-  gettext : function(string) {
-    var translated = Documentation.TRANSLATIONS[string];
-    if (typeof translated === 'undefined')
-      return string;
-    return (typeof translated === 'string') ? translated : translated[0];
-  },
-
-  ngettext : function(singular, plural, n) {
-    var translated = Documentation.TRANSLATIONS[singular];
-    if (typeof translated === 'undefined')
-      return (n == 1) ? singular : plural;
-    return translated[Documentation.PLURALEXPR(n)];
-  },
-
-  addTranslations : function(catalog) {
-    for (var key in catalog.messages)
-      this.TRANSLATIONS[key] = catalog.messages[key];
-    this.PLURAL_EXPR = new Function('n', 'return +(' + catalog.plural_expr + ')');
-    this.LOCALE = catalog.locale;
+  gettext: (string) => {
+    const translated = Documentation.TRANSLATIONS[string];
+    switch (typeof translated) {
+      case "undefined":
+        return string; // no translation
+      case "string":
+        return translated; // translation exists
+      default:
+        return translated[0]; // (singular, plural) translation tuple exists
+    }
   },
 
-  /**
-   * add context elements like header anchor links
-   */
-  addContextElements : function() {
-    $('div[id] > :header:first').each(function() {
-      $('<a class="headerlink">\u00B6</a>').
-      attr('href', '#' + this.id).
-      attr('title', _('Permalink to this headline')).
-      appendTo(this);
-    });
-    $('dt[id]').each(function() {
-      $('<a class="headerlink">\u00B6</a>').
-      attr('href', '#' + this.id).
-      attr('title', _('Permalink to this definition')).
-      appendTo(this);
-    });
+  ngettext: (singular, plural, n) => {
+    const translated = Documentation.TRANSLATIONS[singular];
+    if (typeof translated !== "undefined")
+      return translated[Documentation.PLURAL_EXPR(n)];
+    return n === 1 ? singular : plural;
   },
 
-  /**
-   * workaround a firefox stupidity
-   * see: https://bugzilla.mozilla.org/show_bug.cgi?id=645075
-   */
-  fixFirefoxAnchorBug : function() {
-    if (document.location.hash && $.browser.mozilla)
-      window.setTimeout(function() {
-        document.location.href += '';
-      }, 10);
+  addTranslations: (catalog) => {
+    Object.assign(Documentation.TRANSLATIONS, catalog.messages);
+    Documentation.PLURAL_EXPR = new Function(
+      "n",
+      `return (${catalog.plural_expr})`
+    );
+    Documentation.LOCALE = catalog.locale;
   },
 
   /**
    * highlight the search words provided in the url in the text
    */
-  highlightSearchWords : function() {
-    var params = $.getQueryParameters();
-    var terms = (params.highlight) ? params.highlight[0].split(/\s+/) : [];
-    if (terms.length) {
-      var body = $('div.body');
-      if (!body.length) {
-        body = $('body');
-      }
-      window.setTimeout(function() {
-        $.each(terms, function() {
-          body.highlightText(this.toLowerCase(), 'highlighted');
-        });
-      }, 10);
-      $('<p class="highlight-link"><a href="javascript:Documentation.' +
-        'hideSearchWords()">' + _('Hide Search Matches') + '</a></p>')
-          .appendTo($('#searchbox'));
-    }
-  },
+  highlightSearchWords: () => {
+    const highlight =
+      new URLSearchParams(window.location.search).get("highlight") || "";
+    const terms = highlight.toLowerCase().split(/\s+/).filter(x => x);
+    if (terms.length === 0) return; // nothing to do
 
-  /**
-   * init the domain index toggle buttons
-   */
-  initIndexTable : function() {
-    var togglers = $('img.toggler').click(function() {
-      var src = $(this).attr('src');
-      var idnum = $(this).attr('id').substr(7);
-      $('tr.cg-' + idnum).toggle();
-      if (src.substr(-9) === 'minus.png')
-        $(this).attr('src', src.substr(0, src.length-9) + 'plus.png');
-      else
-        $(this).attr('src', src.substr(0, src.length-8) + 'minus.png');
-    }).css('display', '');
-    if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) {
-        togglers.click();
-    }
+    // There should never be more than one element matching "div.body"
+    const divBody = document.querySelectorAll("div.body");
+    const body = divBody.length ? divBody[0] : document.querySelector("body");
+    window.setTimeout(() => {
+      terms.forEach((term) => _highlightText(body, term, "highlighted"));
+    }, 10);
+
+    const searchBox = document.getElementById("searchbox");
+    if (searchBox === null) return;
+    searchBox.appendChild(
+      document
+        .createRange()
+        .createContextualFragment(
+          '<p class="highlight-link">' +
+            '<a href="javascript:Documentation.hideSearchWords()">' +
+            Documentation.gettext("Hide Search Matches") +
+            "</a></p>"
+        )
+    );
   },
 
   /**
    * helper function to hide the search marks again
    */
-  hideSearchWords : function() {
-    $('#searchbox .highlight-link').fadeOut(300);
-    $('span.highlighted').removeClass('highlighted');
+  hideSearchWords: () => {
+    document
+      .querySelectorAll("#searchbox .highlight-link")
+      .forEach((el) => el.remove());
+    document
+      .querySelectorAll("span.highlighted")
+      .forEach((el) => el.classList.remove("highlighted"));
+    const url = new URL(window.location);
+    url.searchParams.delete("highlight");
+    window.history.replaceState({}, "", url);
   },
 
   /**
-   * make the url absolute
+   * helper function to focus on search bar
    */
-  makeURL : function(relativeURL) {
-    return DOCUMENTATION_OPTIONS.URL_ROOT + '/' + relativeURL;
+  focusSearchBar: () => {
+    document.querySelectorAll("input[name=q]")[0]?.focus();
   },
 
   /**
-   * get the current relative url
+   * Initialise the domain index toggle buttons
    */
-  getCurrentURL : function() {
-    var path = document.location.pathname;
-    var parts = path.split(/\//);
-    $.each(DOCUMENTATION_OPTIONS.URL_ROOT.split(/\//), function() {
-      if (this === '..')
-        parts.pop();
-    });
-    var url = parts.join('/');
-    return path.substring(url.lastIndexOf('/') + 1, path.length - 1);
+  initDomainIndexTable: () => {
+    const toggler = (el) => {
+      const idNumber = el.id.substr(7);
+      const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`);
+      if (el.src.substr(-9) === "minus.png") {
+        el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`;
+        toggledRows.forEach((el) => (el.style.display = "none"));
+      } else {
+        el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`;
+        toggledRows.forEach((el) => (el.style.display = ""));
+      }
+    };
+
+    const togglerElements = document.querySelectorAll("img.toggler");
+    togglerElements.forEach((el) =>
+      el.addEventListener("click", (event) => toggler(event.currentTarget))
+    );
+    togglerElements.forEach((el) => (el.style.display = ""));
+    if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler);
   },
 
-  initOnKeyListeners: function() {
-    $(document).keydown(function(event) {
-      var activeElementType = document.activeElement.tagName;
-      // don't navigate when in search box, textarea, dropdown or button
-      if (activeElementType !== 'TEXTAREA' && activeElementType !== 'INPUT' && activeElementType !== 'SELECT'
-          && activeElementType !== 'BUTTON' && !event.altKey && !event.ctrlKey && !event.metaKey
-          && !event.shiftKey) {
-        switch (event.keyCode) {
-          case 37: // left
-            var prevHref = $('link[rel="prev"]').prop('href');
-            if (prevHref) {
-              window.location.href = prevHref;
-              return false;
+  initOnKeyListeners: () => {
+    // only install a listener if it is really needed
+    if (
+      !DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS &&
+      !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS
+    )
+      return;
+
+    const blacklistedElements = new Set([
+      "TEXTAREA",
+      "INPUT",
+      "SELECT",
+      "BUTTON",
+    ]);
+    document.addEventListener("keydown", (event) => {
+      if (blacklistedElements.has(document.activeElement.tagName)) return; // bail for input elements
+      if (event.altKey || event.ctrlKey || event.metaKey) return; // bail with special keys
+
+      if (!event.shiftKey) {
+        switch (event.key) {
+          case "ArrowLeft":
+            if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break;
+
+            const prevLink = document.querySelector('link[rel="prev"]');
+            if (prevLink && prevLink.href) {
+              window.location.href = prevLink.href;
+              event.preventDefault();
             }
             break;
-          case 39: // right
-            var nextHref = $('link[rel="next"]').prop('href');
-            if (nextHref) {
-              window.location.href = nextHref;
-              return false;
+          case "ArrowRight":
+            if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break;
+
+            const nextLink = document.querySelector('link[rel="next"]');
+            if (nextLink && nextLink.href) {
+              window.location.href = nextLink.href;
+              event.preventDefault();
             }
             break;
+          case "Escape":
+            if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break;
+            Documentation.hideSearchWords();
+            event.preventDefault();
         }
       }
+
+      // some keyboard layouts may need Shift to get /
+      switch (event.key) {
+        case "/":
+          if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break;
+          Documentation.focusSearchBar();
+          event.preventDefault();
+      }
     });
-  }
+  },
 };
 
 // quick alias for translations
-_ = Documentation.gettext;
+const _ = Documentation.gettext;
 
-$(document).ready(function() {
-  Documentation.init();
-});
+_ready(Documentation.init);
diff --git a/docs/build/html/_static/documentation_options.js b/docs/build/html/_static/documentation_options.js
index 2fa8c97fe..a750e4d5e 100644
--- a/docs/build/html/_static/documentation_options.js
+++ b/docs/build/html/_static/documentation_options.js
@@ -1,12 +1,14 @@
 var DOCUMENTATION_OPTIONS = {
     URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
     VERSION: '',
-    LANGUAGE: 'None',
+    LANGUAGE: 'en',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
     FILE_SUFFIX: '.html',
     LINK_SUFFIX: '.html',
     HAS_SOURCE: true,
     SOURCELINK_SUFFIX: '.txt',
-    NAVIGATION_WITH_KEYS: false
+    NAVIGATION_WITH_KEYS: false,
+    SHOW_SEARCH_SUMMARY: true,
+    ENABLE_SEARCH_SHORTCUTS: false,
 };
\ No newline at end of file
diff --git a/docs/build/html/_static/jquery-3.5.1.js b/docs/build/html/_static/jquery-3.6.0.js
similarity index 98%
rename from docs/build/html/_static/jquery-3.5.1.js
rename to docs/build/html/_static/jquery-3.6.0.js
index 50937333b..fc6c299b7 100644
--- a/docs/build/html/_static/jquery-3.5.1.js
+++ b/docs/build/html/_static/jquery-3.6.0.js
@@ -1,15 +1,15 @@
 /*!
- * jQuery JavaScript Library v3.5.1
+ * jQuery JavaScript Library v3.6.0
  * https://jquery.com/
  *
  * Includes Sizzle.js
  * https://sizzlejs.com/
  *
- * Copyright JS Foundation and other contributors
+ * Copyright OpenJS Foundation and other contributors
  * Released under the MIT license
  * https://jquery.org/license
  *
- * Date: 2020-05-04T22:49Z
+ * Date: 2021-03-02T17:08Z
  */
 ( function( global, factory ) {
 
@@ -76,12 +76,16 @@ var support = {};
 
 var isFunction = function isFunction( obj ) {
 
-      // Support: Chrome <=57, Firefox <=52
-      // In some browsers, typeof returns "function" for HTML <object> elements
-      // (i.e., `typeof document.createElement( "object" ) === "function"`).
-      // We don't want to classify *any* DOM node as a function.
-      return typeof obj === "function" && typeof obj.nodeType !== "number";
-  };
+		// Support: Chrome <=57, Firefox <=52
+		// In some browsers, typeof returns "function" for HTML <object> elements
+		// (i.e., `typeof document.createElement( "object" ) === "function"`).
+		// We don't want to classify *any* DOM node as a function.
+		// Support: QtWeb <=3.8.5, WebKit <=534.34, wkhtmltopdf tool <=0.12.5
+		// Plus for old WebKit, typeof returns "function" for HTML collections
+		// (e.g., `typeof document.getElementsByTagName("div") === "function"`). (gh-4756)
+		return typeof obj === "function" && typeof obj.nodeType !== "number" &&
+			typeof obj.item !== "function";
+	};
 
 
 var isWindow = function isWindow( obj ) {
@@ -147,7 +151,7 @@ function toType( obj ) {
 
 
 var
-	version = "3.5.1",
+	version = "3.6.0",
 
 	// Define a local copy of jQuery
 	jQuery = function( selector, context ) {
@@ -401,7 +405,7 @@ jQuery.extend( {
 			if ( isArrayLike( Object( arr ) ) ) {
 				jQuery.merge( ret,
 					typeof arr === "string" ?
-					[ arr ] : arr
+						[ arr ] : arr
 				);
 			} else {
 				push.call( ret, arr );
@@ -496,9 +500,9 @@ if ( typeof Symbol === "function" ) {
 
 // Populate the class2type map
 jQuery.each( "Boolean Number String Function Array Date RegExp Object Error Symbol".split( " " ),
-function( _i, name ) {
-	class2type[ "[object " + name + "]" ] = name.toLowerCase();
-} );
+	function( _i, name ) {
+		class2type[ "[object " + name + "]" ] = name.toLowerCase();
+	} );
 
 function isArrayLike( obj ) {
 
@@ -518,14 +522,14 @@ function isArrayLike( obj ) {
 }
 var Sizzle =
 /*!
- * Sizzle CSS Selector Engine v2.3.5
+ * Sizzle CSS Selector Engine v2.3.6
  * https://sizzlejs.com/
  *
  * Copyright JS Foundation and other contributors
  * Released under the MIT license
  * https://js.foundation/
  *
- * Date: 2020-03-14
+ * Date: 2021-02-16
  */
 ( function( window ) {
 var i,
@@ -1108,8 +1112,8 @@ support = Sizzle.support = {};
  * @returns {Boolean} True iff elem is a non-HTML XML node
  */
 isXML = Sizzle.isXML = function( elem ) {
-	var namespace = elem.namespaceURI,
-		docElem = ( elem.ownerDocument || elem ).documentElement;
+	var namespace = elem && elem.namespaceURI,
+		docElem = elem && ( elem.ownerDocument || elem ).documentElement;
 
 	// Support: IE <=8
 	// Assume HTML when documentElement doesn't yet exist, such as inside loading iframes
@@ -3024,9 +3028,9 @@ var rneedsContext = jQuery.expr.match.needsContext;
 
 function nodeName( elem, name ) {
 
-  return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase();
+	return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase();
 
-};
+}
 var rsingleTag = ( /^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i );
 
 
@@ -3997,8 +4001,8 @@ jQuery.extend( {
 			resolveContexts = Array( i ),
 			resolveValues = slice.call( arguments ),
 
-			// the master Deferred
-			master = jQuery.Deferred(),
+			// the primary Deferred
+			primary = jQuery.Deferred(),
 
 			// subordinate callback factory
 			updateFunc = function( i ) {
@@ -4006,30 +4010,30 @@ jQuery.extend( {
 					resolveContexts[ i ] = this;
 					resolveValues[ i ] = arguments.length > 1 ? slice.call( arguments ) : value;
 					if ( !( --remaining ) ) {
-						master.resolveWith( resolveContexts, resolveValues );
+						primary.resolveWith( resolveContexts, resolveValues );
 					}
 				};
 			};
 
 		// Single- and empty arguments are adopted like Promise.resolve
 		if ( remaining <= 1 ) {
-			adoptValue( singleValue, master.done( updateFunc( i ) ).resolve, master.reject,
+			adoptValue( singleValue, primary.done( updateFunc( i ) ).resolve, primary.reject,
 				!remaining );
 
 			// Use .then() to unwrap secondary thenables (cf. gh-3000)
-			if ( master.state() === "pending" ||
+			if ( primary.state() === "pending" ||
 				isFunction( resolveValues[ i ] && resolveValues[ i ].then ) ) {
 
-				return master.then();
+				return primary.then();
 			}
 		}
 
 		// Multiple arguments are aggregated like Promise.all array elements
 		while ( i-- ) {
-			adoptValue( resolveValues[ i ], updateFunc( i ), master.reject );
+			adoptValue( resolveValues[ i ], updateFunc( i ), primary.reject );
 		}
 
-		return master.promise();
+		return primary.promise();
 	}
 } );
 
@@ -4180,8 +4184,8 @@ var access = function( elems, fn, key, value, chainable, emptyGet, raw ) {
 			for ( ; i < len; i++ ) {
 				fn(
 					elems[ i ], key, raw ?
-					value :
-					value.call( elems[ i ], i, fn( elems[ i ], key ) )
+						value :
+						value.call( elems[ i ], i, fn( elems[ i ], key ) )
 				);
 			}
 		}
@@ -5089,10 +5093,7 @@ function buildFragment( elems, context, scripts, selection, ignored ) {
 }
 
 
-var
-	rkeyEvent = /^key/,
-	rmouseEvent = /^(?:mouse|pointer|contextmenu|drag|drop)|click/,
-	rtypenamespace = /^([^.]*)(?:\.(.+)|)/;
+var rtypenamespace = /^([^.]*)(?:\.(.+)|)/;
 
 function returnTrue() {
 	return true;
@@ -5387,8 +5388,8 @@ jQuery.event = {
 			event = jQuery.event.fix( nativeEvent ),
 
 			handlers = (
-					dataPriv.get( this, "events" ) || Object.create( null )
-				)[ event.type ] || [],
+				dataPriv.get( this, "events" ) || Object.create( null )
+			)[ event.type ] || [],
 			special = jQuery.event.special[ event.type ] || {};
 
 		// Use the fix-ed jQuery.Event rather than the (read-only) native event
@@ -5512,12 +5513,12 @@ jQuery.event = {
 			get: isFunction( hook ) ?
 				function() {
 					if ( this.originalEvent ) {
-							return hook( this.originalEvent );
+						return hook( this.originalEvent );
 					}
 				} :
 				function() {
 					if ( this.originalEvent ) {
-							return this.originalEvent[ name ];
+						return this.originalEvent[ name ];
 					}
 				},
 
@@ -5656,7 +5657,13 @@ function leverageNative( el, type, expectSync ) {
 						// Cancel the outer synthetic event
 						event.stopImmediatePropagation();
 						event.preventDefault();
-						return result.value;
+
+						// Support: Chrome 86+
+						// In Chrome, if an element having a focusout handler is blurred by
+						// clicking outside of it, it invokes the handler synchronously. If
+						// that handler calls `.remove()` on the element, the data is cleared,
+						// leaving `result` undefined. We need to guard against this.
+						return result && result.value;
 					}
 
 				// If this is an inner synthetic event for an event with a bubbling surrogate
@@ -5821,34 +5828,7 @@ jQuery.each( {
 	targetTouches: true,
 	toElement: true,
 	touches: true,
-
-	which: function( event ) {
-		var button = event.button;
-
-		// Add which for key events
-		if ( event.which == null && rkeyEvent.test( event.type ) ) {
-			return event.charCode != null ? event.charCode : event.keyCode;
-		}
-
-		// Add which for click: 1 === left; 2 === middle; 3 === right
-		if ( !event.which && button !== undefined && rmouseEvent.test( event.type ) ) {
-			if ( button & 1 ) {
-				return 1;
-			}
-
-			if ( button & 2 ) {
-				return 3;
-			}
-
-			if ( button & 4 ) {
-				return 2;
-			}
-
-			return 0;
-		}
-
-		return event.which;
-	}
+	which: true
 }, jQuery.event.addProp );
 
 jQuery.each( { focus: "focusin", blur: "focusout" }, function( type, delegateType ) {
@@ -5874,6 +5854,12 @@ jQuery.each( { focus: "focusin", blur: "focusout" }, function( type, delegateTyp
 			return true;
 		},
 
+		// Suppress native focus or blur as it's already being fired
+		// in leverageNative.
+		_default: function() {
+			return true;
+		},
+
 		delegateType: delegateType
 	};
 } );
@@ -6541,6 +6527,10 @@ var rboxStyle = new RegExp( cssExpand.join( "|" ), "i" );
 		// set in CSS while `offset*` properties report correct values.
 		// Behavior in IE 9 is more subtle than in newer versions & it passes
 		// some versions of this test; make sure not to make it pass there!
+		//
+		// Support: Firefox 70+
+		// Only Firefox includes border widths
+		// in computed dimensions. (gh-4529)
 		reliableTrDimensions: function() {
 			var table, tr, trChild, trStyle;
 			if ( reliableTrDimensionsVal == null ) {
@@ -6548,17 +6538,32 @@ var rboxStyle = new RegExp( cssExpand.join( "|" ), "i" );
 				tr = document.createElement( "tr" );
 				trChild = document.createElement( "div" );
 
-				table.style.cssText = "position:absolute;left:-11111px";
+				table.style.cssText = "position:absolute;left:-11111px;border-collapse:separate";
+				tr.style.cssText = "border:1px solid";
+
+				// Support: Chrome 86+
+				// Height set through cssText does not get applied.
+				// Computed height then comes back as 0.
 				tr.style.height = "1px";
 				trChild.style.height = "9px";
 
+				// Support: Android 8 Chrome 86+
+				// In our bodyBackground.html iframe,
+				// display for all div elements is set to "inline",
+				// which causes a problem only in Android 8 Chrome 86.
+				// Ensuring the div is display: block
+				// gets around this issue.
+				trChild.style.display = "block";
+
 				documentElement
 					.appendChild( table )
 					.appendChild( tr )
 					.appendChild( trChild );
 
 				trStyle = window.getComputedStyle( tr );
-				reliableTrDimensionsVal = parseInt( trStyle.height ) > 3;
+				reliableTrDimensionsVal = ( parseInt( trStyle.height, 10 ) +
+					parseInt( trStyle.borderTopWidth, 10 ) +
+					parseInt( trStyle.borderBottomWidth, 10 ) ) === tr.offsetHeight;
 
 				documentElement.removeChild( table );
 			}
@@ -7022,10 +7027,10 @@ jQuery.each( [ "height", "width" ], function( _i, dimension ) {
 					// Running getBoundingClientRect on a disconnected node
 					// in IE throws an error.
 					( !elem.getClientRects().length || !elem.getBoundingClientRect().width ) ?
-						swap( elem, cssShow, function() {
-							return getWidthOrHeight( elem, dimension, extra );
-						} ) :
-						getWidthOrHeight( elem, dimension, extra );
+					swap( elem, cssShow, function() {
+						return getWidthOrHeight( elem, dimension, extra );
+					} ) :
+					getWidthOrHeight( elem, dimension, extra );
 			}
 		},
 
@@ -7084,7 +7089,7 @@ jQuery.cssHooks.marginLeft = addGetHookIf( support.reliableMarginLeft,
 					swap( elem, { marginLeft: 0 }, function() {
 						return elem.getBoundingClientRect().left;
 					} )
-				) + "px";
+			) + "px";
 		}
 	}
 );
@@ -7223,7 +7228,7 @@ Tween.propHooks = {
 			if ( jQuery.fx.step[ tween.prop ] ) {
 				jQuery.fx.step[ tween.prop ]( tween );
 			} else if ( tween.elem.nodeType === 1 && (
-					jQuery.cssHooks[ tween.prop ] ||
+				jQuery.cssHooks[ tween.prop ] ||
 					tween.elem.style[ finalPropName( tween.prop ) ] != null ) ) {
 				jQuery.style( tween.elem, tween.prop, tween.now + tween.unit );
 			} else {
@@ -7468,7 +7473,7 @@ function defaultPrefilter( elem, props, opts ) {
 
 			anim.done( function() {
 
-			/* eslint-enable no-loop-func */
+				/* eslint-enable no-loop-func */
 
 				// The final step of a "hide" animation is actually hiding the element
 				if ( !hidden ) {
@@ -7588,7 +7593,7 @@ function Animation( elem, properties, options ) {
 			tweens: [],
 			createTween: function( prop, end ) {
 				var tween = jQuery.Tween( elem, animation.opts, prop, end,
-						animation.opts.specialEasing[ prop ] || animation.opts.easing );
+					animation.opts.specialEasing[ prop ] || animation.opts.easing );
 				animation.tweens.push( tween );
 				return tween;
 			},
@@ -7761,7 +7766,8 @@ jQuery.fn.extend( {
 					anim.stop( true );
 				}
 			};
-			doAnimation.finish = doAnimation;
+
+		doAnimation.finish = doAnimation;
 
 		return empty || optall.queue === false ?
 			this.each( doAnimation ) :
@@ -8401,8 +8407,8 @@ jQuery.fn.extend( {
 				if ( this.setAttribute ) {
 					this.setAttribute( "class",
 						className || value === false ?
-						"" :
-						dataPriv.get( this, "__className__" ) || ""
+							"" :
+							dataPriv.get( this, "__className__" ) || ""
 					);
 				}
 			}
@@ -8417,7 +8423,7 @@ jQuery.fn.extend( {
 		while ( ( elem = this[ i++ ] ) ) {
 			if ( elem.nodeType === 1 &&
 				( " " + stripAndCollapse( getClass( elem ) ) + " " ).indexOf( className ) > -1 ) {
-					return true;
+				return true;
 			}
 		}
 
@@ -8707,9 +8713,7 @@ jQuery.extend( jQuery.event, {
 				special.bindType || type;
 
 			// jQuery handler
-			handle = (
-					dataPriv.get( cur, "events" ) || Object.create( null )
-				)[ event.type ] &&
+			handle = ( dataPriv.get( cur, "events" ) || Object.create( null ) )[ event.type ] &&
 				dataPriv.get( cur, "handle" );
 			if ( handle ) {
 				handle.apply( cur, data );
@@ -8856,7 +8860,7 @@ var rquery = ( /\?/ );
 
 // Cross-browser xml parsing
 jQuery.parseXML = function( data ) {
-	var xml;
+	var xml, parserErrorElem;
 	if ( !data || typeof data !== "string" ) {
 		return null;
 	}
@@ -8865,12 +8869,17 @@ jQuery.parseXML = function( data ) {
 	// IE throws on parseFromString with invalid input.
 	try {
 		xml = ( new window.DOMParser() ).parseFromString( data, "text/xml" );
-	} catch ( e ) {
-		xml = undefined;
-	}
+	} catch ( e ) {}
 
-	if ( !xml || xml.getElementsByTagName( "parsererror" ).length ) {
-		jQuery.error( "Invalid XML: " + data );
+	parserErrorElem = xml && xml.getElementsByTagName( "parsererror" )[ 0 ];
+	if ( !xml || parserErrorElem ) {
+		jQuery.error( "Invalid XML: " + (
+			parserErrorElem ?
+				jQuery.map( parserErrorElem.childNodes, function( el ) {
+					return el.textContent;
+				} ).join( "\n" ) :
+				data
+		) );
 	}
 	return xml;
 };
@@ -8971,16 +8980,14 @@ jQuery.fn.extend( {
 			// Can add propHook for "elements" to filter or add form elements
 			var elements = jQuery.prop( this, "elements" );
 			return elements ? jQuery.makeArray( elements ) : this;
-		} )
-		.filter( function() {
+		} ).filter( function() {
 			var type = this.type;
 
 			// Use .is( ":disabled" ) so that fieldset[disabled] works
 			return this.name && !jQuery( this ).is( ":disabled" ) &&
 				rsubmittable.test( this.nodeName ) && !rsubmitterTypes.test( type ) &&
 				( this.checked || !rcheckableType.test( type ) );
-		} )
-		.map( function( _i, elem ) {
+		} ).map( function( _i, elem ) {
 			var val = jQuery( this ).val();
 
 			if ( val == null ) {
@@ -9033,7 +9040,8 @@ var
 
 	// Anchor tag for parsing the document origin
 	originAnchor = document.createElement( "a" );
-	originAnchor.href = location.href;
+
+originAnchor.href = location.href;
 
 // Base "constructor" for jQuery.ajaxPrefilter and jQuery.ajaxTransport
 function addToPrefiltersOrTransports( structure ) {
@@ -9414,8 +9422,8 @@ jQuery.extend( {
 			// Context for global events is callbackContext if it is a DOM node or jQuery collection
 			globalEventContext = s.context &&
 				( callbackContext.nodeType || callbackContext.jquery ) ?
-					jQuery( callbackContext ) :
-					jQuery.event,
+				jQuery( callbackContext ) :
+				jQuery.event,
 
 			// Deferreds
 			deferred = jQuery.Deferred(),
@@ -9727,8 +9735,10 @@ jQuery.extend( {
 				response = ajaxHandleResponses( s, jqXHR, responses );
 			}
 
-			// Use a noop converter for missing script
-			if ( !isSuccess && jQuery.inArray( "script", s.dataTypes ) > -1 ) {
+			// Use a noop converter for missing script but not if jsonp
+			if ( !isSuccess &&
+				jQuery.inArray( "script", s.dataTypes ) > -1 &&
+				jQuery.inArray( "json", s.dataTypes ) < 0 ) {
 				s.converters[ "text script" ] = function() {};
 			}
 
@@ -10466,12 +10476,6 @@ jQuery.offset = {
 			options.using.call( elem, props );
 
 		} else {
-			if ( typeof props.top === "number" ) {
-				props.top += "px";
-			}
-			if ( typeof props.left === "number" ) {
-				props.left += "px";
-			}
 			curElem.css( props );
 		}
 	}
@@ -10640,8 +10644,11 @@ jQuery.each( [ "top", "left" ], function( _i, prop ) {
 
 // Create innerHeight, innerWidth, height, width, outerHeight and outerWidth methods
 jQuery.each( { Height: "height", Width: "width" }, function( name, type ) {
-	jQuery.each( { padding: "inner" + name, content: type, "": "outer" + name },
-		function( defaultExtra, funcName ) {
+	jQuery.each( {
+		padding: "inner" + name,
+		content: type,
+		"": "outer" + name
+	}, function( defaultExtra, funcName ) {
 
 		// Margin is only for outerHeight, outerWidth
 		jQuery.fn[ funcName ] = function( margin, value ) {
@@ -10726,7 +10733,8 @@ jQuery.fn.extend( {
 	}
 } );
 
-jQuery.each( ( "blur focus focusin focusout resize scroll click dblclick " +
+jQuery.each(
+	( "blur focus focusin focusout resize scroll click dblclick " +
 	"mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave " +
 	"change select submit keydown keypress keyup contextmenu" ).split( " " ),
 	function( _i, name ) {
@@ -10737,7 +10745,8 @@ jQuery.each( ( "blur focus focusin focusout resize scroll click dblclick " +
 				this.on( name, null, data, fn ) :
 				this.trigger( name );
 		};
-	} );
+	}
+);
 
 
 
diff --git a/docs/build/html/_static/jquery.js b/docs/build/html/_static/jquery.js
index b0614034a..c4c6022f2 100644
--- a/docs/build/html/_static/jquery.js
+++ b/docs/build/html/_static/jquery.js
@@ -1,2 +1,2 @@
-/*! jQuery v3.5.1 | (c) JS Foundation and other contributors | jquery.org/license */
-!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):function(e){if(!e.document)throw new Error("jQuery requires a window with a document");return t(e)}:t(e)}("undefined"!=typeof window?window:this,function(C,e){"use strict";var t=[],r=Object.getPrototypeOf,s=t.slice,g=t.flat?function(e){return t.flat.call(e)}:function(e){return t.concat.apply([],e)},u=t.push,i=t.indexOf,n={},o=n.toString,v=n.hasOwnProperty,a=v.toString,l=a.call(Object),y={},m=function(e){return"function"==typeof e&&"number"!=typeof e.nodeType},x=function(e){return null!=e&&e===e.window},E=C.document,c={type:!0,src:!0,nonce:!0,noModule:!0};function b(e,t,n){var r,i,o=(n=n||E).createElement("script");if(o.text=e,t)for(r in c)(i=t[r]||t.getAttribute&&t.getAttribute(r))&&o.setAttribute(r,i);n.head.appendChild(o).parentNode.removeChild(o)}function w(e){return null==e?e+"":"object"==typeof e||"function"==typeof e?n[o.call(e)]||"object":typeof e}var f="3.5.1",S=function(e,t){return new S.fn.init(e,t)};function p(e){var t=!!e&&"length"in e&&e.length,n=w(e);return!m(e)&&!x(e)&&("array"===n||0===t||"number"==typeof t&&0<t&&t-1 in e)}S.fn=S.prototype={jquery:f,constructor:S,length:0,toArray:function(){return s.call(this)},get:function(e){return null==e?s.call(this):e<0?this[e+this.length]:this[e]},pushStack:function(e){var t=S.merge(this.constructor(),e);return t.prevObject=this,t},each:function(e){return S.each(this,e)},map:function(n){return this.pushStack(S.map(this,function(e,t){return n.call(e,t,e)}))},slice:function(){return this.pushStack(s.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},even:function(){return this.pushStack(S.grep(this,function(e,t){return(t+1)%2}))},odd:function(){return this.pushStack(S.grep(this,function(e,t){return t%2}))},eq:function(e){var t=this.length,n=+e+(e<0?t:0);return this.pushStack(0<=n&&n<t?[this[n]]:[])},end:function(){return this.prevObject||this.constructor()},push:u,sort:t.sort,splice:t.splice},S.extend=S.fn.extend=function(){var e,t,n,r,i,o,a=arguments[0]||{},s=1,u=arguments.length,l=!1;for("boolean"==typeof a&&(l=a,a=arguments[s]||{},s++),"object"==typeof a||m(a)||(a={}),s===u&&(a=this,s--);s<u;s++)if(null!=(e=arguments[s]))for(t in e)r=e[t],"__proto__"!==t&&a!==r&&(l&&r&&(S.isPlainObject(r)||(i=Array.isArray(r)))?(n=a[t],o=i&&!Array.isArray(n)?[]:i||S.isPlainObject(n)?n:{},i=!1,a[t]=S.extend(l,o,r)):void 0!==r&&(a[t]=r));return a},S.extend({expando:"jQuery"+(f+Math.random()).replace(/\D/g,""),isReady:!0,error:function(e){throw new Error(e)},noop:function(){},isPlainObject:function(e){var t,n;return!(!e||"[object Object]"!==o.call(e))&&(!(t=r(e))||"function"==typeof(n=v.call(t,"constructor")&&t.constructor)&&a.call(n)===l)},isEmptyObject:function(e){var t;for(t in e)return!1;return!0},globalEval:function(e,t,n){b(e,{nonce:t&&t.nonce},n)},each:function(e,t){var n,r=0;if(p(e)){for(n=e.length;r<n;r++)if(!1===t.call(e[r],r,e[r]))break}else for(r in e)if(!1===t.call(e[r],r,e[r]))break;return e},makeArray:function(e,t){var n=t||[];return null!=e&&(p(Object(e))?S.merge(n,"string"==typeof e?[e]:e):u.call(n,e)),n},inArray:function(e,t,n){return null==t?-1:i.call(t,e,n)},merge:function(e,t){for(var n=+t.length,r=0,i=e.length;r<n;r++)e[i++]=t[r];return e.length=i,e},grep:function(e,t,n){for(var r=[],i=0,o=e.length,a=!n;i<o;i++)!t(e[i],i)!==a&&r.push(e[i]);return r},map:function(e,t,n){var r,i,o=0,a=[];if(p(e))for(r=e.length;o<r;o++)null!=(i=t(e[o],o,n))&&a.push(i);else for(o in e)null!=(i=t(e[o],o,n))&&a.push(i);return g(a)},guid:1,support:y}),"function"==typeof Symbol&&(S.fn[Symbol.iterator]=t[Symbol.iterator]),S.each("Boolean Number String Function Array Date RegExp Object Error Symbol".split(" "),function(e,t){n["[object "+t+"]"]=t.toLowerCase()});var d=function(n){var e,d,b,o,i,h,f,g,w,u,l,T,C,a,E,v,s,c,y,S="sizzle"+1*new Date,p=n.document,k=0,r=0,m=ue(),x=ue(),A=ue(),N=ue(),D=function(e,t){return e===t&&(l=!0),0},j={}.hasOwnProperty,t=[],q=t.pop,L=t.push,H=t.push,O=t.slice,P=function(e,t){for(var n=0,r=e.length;n<r;n++)if(e[n]===t)return n;return-1},R="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",M="[\\x20\\t\\r\\n\\f]",I="(?:\\\\[\\da-fA-F]{1,6}"+M+"?|\\\\[^\\r\\n\\f]|[\\w-]|[^\0-\\x7f])+",W="\\["+M+"*("+I+")(?:"+M+"*([*^$|!~]?=)"+M+"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|("+I+"))|)"+M+"*\\]",F=":("+I+")(?:\\((('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|((?:\\\\.|[^\\\\()[\\]]|"+W+")*)|.*)\\)|)",B=new RegExp(M+"+","g"),$=new RegExp("^"+M+"+|((?:^|[^\\\\])(?:\\\\.)*)"+M+"+$","g"),_=new RegExp("^"+M+"*,"+M+"*"),z=new RegExp("^"+M+"*([>+~]|"+M+")"+M+"*"),U=new RegExp(M+"|>"),X=new RegExp(F),V=new RegExp("^"+I+"$"),G={ID:new RegExp("^#("+I+")"),CLASS:new RegExp("^\\.("+I+")"),TAG:new RegExp("^("+I+"|[*])"),ATTR:new RegExp("^"+W),PSEUDO:new RegExp("^"+F),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+M+"*(even|odd|(([+-]|)(\\d*)n|)"+M+"*(?:([+-]|)"+M+"*(\\d+)|))"+M+"*\\)|)","i"),bool:new RegExp("^(?:"+R+")$","i"),needsContext:new RegExp("^"+M+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+M+"*((?:-\\d)?\\d*)"+M+"*\\)|)(?=[^-]|$)","i")},Y=/HTML$/i,Q=/^(?:input|select|textarea|button)$/i,J=/^h\d$/i,K=/^[^{]+\{\s*\[native \w/,Z=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,ee=/[+~]/,te=new RegExp("\\\\[\\da-fA-F]{1,6}"+M+"?|\\\\([^\\r\\n\\f])","g"),ne=function(e,t){var n="0x"+e.slice(1)-65536;return t||(n<0?String.fromCharCode(n+65536):String.fromCharCode(n>>10|55296,1023&n|56320))},re=/([\0-\x1f\x7f]|^-?\d)|^-$|[^\0-\x1f\x7f-\uFFFF\w-]/g,ie=function(e,t){return t?"\0"===e?"\ufffd":e.slice(0,-1)+"\\"+e.charCodeAt(e.length-1).toString(16)+" ":"\\"+e},oe=function(){T()},ae=be(function(e){return!0===e.disabled&&"fieldset"===e.nodeName.toLowerCase()},{dir:"parentNode",next:"legend"});try{H.apply(t=O.call(p.childNodes),p.childNodes),t[p.childNodes.length].nodeType}catch(e){H={apply:t.length?function(e,t){L.apply(e,O.call(t))}:function(e,t){var n=e.length,r=0;while(e[n++]=t[r++]);e.length=n-1}}}function se(t,e,n,r){var i,o,a,s,u,l,c,f=e&&e.ownerDocument,p=e?e.nodeType:9;if(n=n||[],"string"!=typeof t||!t||1!==p&&9!==p&&11!==p)return n;if(!r&&(T(e),e=e||C,E)){if(11!==p&&(u=Z.exec(t)))if(i=u[1]){if(9===p){if(!(a=e.getElementById(i)))return n;if(a.id===i)return n.push(a),n}else if(f&&(a=f.getElementById(i))&&y(e,a)&&a.id===i)return n.push(a),n}else{if(u[2])return H.apply(n,e.getElementsByTagName(t)),n;if((i=u[3])&&d.getElementsByClassName&&e.getElementsByClassName)return H.apply(n,e.getElementsByClassName(i)),n}if(d.qsa&&!N[t+" "]&&(!v||!v.test(t))&&(1!==p||"object"!==e.nodeName.toLowerCase())){if(c=t,f=e,1===p&&(U.test(t)||z.test(t))){(f=ee.test(t)&&ye(e.parentNode)||e)===e&&d.scope||((s=e.getAttribute("id"))?s=s.replace(re,ie):e.setAttribute("id",s=S)),o=(l=h(t)).length;while(o--)l[o]=(s?"#"+s:":scope")+" "+xe(l[o]);c=l.join(",")}try{return H.apply(n,f.querySelectorAll(c)),n}catch(e){N(t,!0)}finally{s===S&&e.removeAttribute("id")}}}return g(t.replace($,"$1"),e,n,r)}function ue(){var r=[];return function e(t,n){return r.push(t+" ")>b.cacheLength&&delete e[r.shift()],e[t+" "]=n}}function le(e){return e[S]=!0,e}function ce(e){var t=C.createElement("fieldset");try{return!!e(t)}catch(e){return!1}finally{t.parentNode&&t.parentNode.removeChild(t),t=null}}function fe(e,t){var n=e.split("|"),r=n.length;while(r--)b.attrHandle[n[r]]=t}function pe(e,t){var n=t&&e,r=n&&1===e.nodeType&&1===t.nodeType&&e.sourceIndex-t.sourceIndex;if(r)return r;if(n)while(n=n.nextSibling)if(n===t)return-1;return e?1:-1}function de(t){return function(e){return"input"===e.nodeName.toLowerCase()&&e.type===t}}function he(n){return function(e){var t=e.nodeName.toLowerCase();return("input"===t||"button"===t)&&e.type===n}}function ge(t){return function(e){return"form"in e?e.parentNode&&!1===e.disabled?"label"in e?"label"in e.parentNode?e.parentNode.disabled===t:e.disabled===t:e.isDisabled===t||e.isDisabled!==!t&&ae(e)===t:e.disabled===t:"label"in e&&e.disabled===t}}function ve(a){return le(function(o){return o=+o,le(function(e,t){var n,r=a([],e.length,o),i=r.length;while(i--)e[n=r[i]]&&(e[n]=!(t[n]=e[n]))})})}function ye(e){return e&&"undefined"!=typeof e.getElementsByTagName&&e}for(e in d=se.support={},i=se.isXML=function(e){var t=e.namespaceURI,n=(e.ownerDocument||e).documentElement;return!Y.test(t||n&&n.nodeName||"HTML")},T=se.setDocument=function(e){var t,n,r=e?e.ownerDocument||e:p;return r!=C&&9===r.nodeType&&r.documentElement&&(a=(C=r).documentElement,E=!i(C),p!=C&&(n=C.defaultView)&&n.top!==n&&(n.addEventListener?n.addEventListener("unload",oe,!1):n.attachEvent&&n.attachEvent("onunload",oe)),d.scope=ce(function(e){return a.appendChild(e).appendChild(C.createElement("div")),"undefined"!=typeof e.querySelectorAll&&!e.querySelectorAll(":scope fieldset div").length}),d.attributes=ce(function(e){return e.className="i",!e.getAttribute("className")}),d.getElementsByTagName=ce(function(e){return e.appendChild(C.createComment("")),!e.getElementsByTagName("*").length}),d.getElementsByClassName=K.test(C.getElementsByClassName),d.getById=ce(function(e){return a.appendChild(e).id=S,!C.getElementsByName||!C.getElementsByName(S).length}),d.getById?(b.filter.ID=function(e){var t=e.replace(te,ne);return function(e){return e.getAttribute("id")===t}},b.find.ID=function(e,t){if("undefined"!=typeof t.getElementById&&E){var n=t.getElementById(e);return n?[n]:[]}}):(b.filter.ID=function(e){var n=e.replace(te,ne);return function(e){var t="undefined"!=typeof e.getAttributeNode&&e.getAttributeNode("id");return t&&t.value===n}},b.find.ID=function(e,t){if("undefined"!=typeof t.getElementById&&E){var n,r,i,o=t.getElementById(e);if(o){if((n=o.getAttributeNode("id"))&&n.value===e)return[o];i=t.getElementsByName(e),r=0;while(o=i[r++])if((n=o.getAttributeNode("id"))&&n.value===e)return[o]}return[]}}),b.find.TAG=d.getElementsByTagName?function(e,t){return"undefined"!=typeof t.getElementsByTagName?t.getElementsByTagName(e):d.qsa?t.querySelectorAll(e):void 0}:function(e,t){var n,r=[],i=0,o=t.getElementsByTagName(e);if("*"===e){while(n=o[i++])1===n.nodeType&&r.push(n);return r}return o},b.find.CLASS=d.getElementsByClassName&&function(e,t){if("undefined"!=typeof t.getElementsByClassName&&E)return t.getElementsByClassName(e)},s=[],v=[],(d.qsa=K.test(C.querySelectorAll))&&(ce(function(e){var t;a.appendChild(e).innerHTML="<a id='"+S+"'></a><select id='"+S+"-\r\\' msallowcapture=''><option selected=''></option></select>",e.querySelectorAll("[msallowcapture^='']").length&&v.push("[*^$]="+M+"*(?:''|\"\")"),e.querySelectorAll("[selected]").length||v.push("\\["+M+"*(?:value|"+R+")"),e.querySelectorAll("[id~="+S+"-]").length||v.push("~="),(t=C.createElement("input")).setAttribute("name",""),e.appendChild(t),e.querySelectorAll("[name='']").length||v.push("\\["+M+"*name"+M+"*="+M+"*(?:''|\"\")"),e.querySelectorAll(":checked").length||v.push(":checked"),e.querySelectorAll("a#"+S+"+*").length||v.push(".#.+[+~]"),e.querySelectorAll("\\\f"),v.push("[\\r\\n\\f]")}),ce(function(e){e.innerHTML="<a href='' disabled='disabled'></a><select disabled='disabled'><option/></select>";var t=C.createElement("input");t.setAttribute("type","hidden"),e.appendChild(t).setAttribute("name","D"),e.querySelectorAll("[name=d]").length&&v.push("name"+M+"*[*^$|!~]?="),2!==e.querySelectorAll(":enabled").length&&v.push(":enabled",":disabled"),a.appendChild(e).disabled=!0,2!==e.querySelectorAll(":disabled").length&&v.push(":enabled",":disabled"),e.querySelectorAll("*,:x"),v.push(",.*:")})),(d.matchesSelector=K.test(c=a.matches||a.webkitMatchesSelector||a.mozMatchesSelector||a.oMatchesSelector||a.msMatchesSelector))&&ce(function(e){d.disconnectedMatch=c.call(e,"*"),c.call(e,"[s!='']:x"),s.push("!=",F)}),v=v.length&&new RegExp(v.join("|")),s=s.length&&new RegExp(s.join("|")),t=K.test(a.compareDocumentPosition),y=t||K.test(a.contains)?function(e,t){var n=9===e.nodeType?e.documentElement:e,r=t&&t.parentNode;return e===r||!(!r||1!==r.nodeType||!(n.contains?n.contains(r):e.compareDocumentPosition&&16&e.compareDocumentPosition(r)))}:function(e,t){if(t)while(t=t.parentNode)if(t===e)return!0;return!1},D=t?function(e,t){if(e===t)return l=!0,0;var n=!e.compareDocumentPosition-!t.compareDocumentPosition;return n||(1&(n=(e.ownerDocument||e)==(t.ownerDocument||t)?e.compareDocumentPosition(t):1)||!d.sortDetached&&t.compareDocumentPosition(e)===n?e==C||e.ownerDocument==p&&y(p,e)?-1:t==C||t.ownerDocument==p&&y(p,t)?1:u?P(u,e)-P(u,t):0:4&n?-1:1)}:function(e,t){if(e===t)return l=!0,0;var n,r=0,i=e.parentNode,o=t.parentNode,a=[e],s=[t];if(!i||!o)return e==C?-1:t==C?1:i?-1:o?1:u?P(u,e)-P(u,t):0;if(i===o)return pe(e,t);n=e;while(n=n.parentNode)a.unshift(n);n=t;while(n=n.parentNode)s.unshift(n);while(a[r]===s[r])r++;return r?pe(a[r],s[r]):a[r]==p?-1:s[r]==p?1:0}),C},se.matches=function(e,t){return se(e,null,null,t)},se.matchesSelector=function(e,t){if(T(e),d.matchesSelector&&E&&!N[t+" "]&&(!s||!s.test(t))&&(!v||!v.test(t)))try{var n=c.call(e,t);if(n||d.disconnectedMatch||e.document&&11!==e.document.nodeType)return n}catch(e){N(t,!0)}return 0<se(t,C,null,[e]).length},se.contains=function(e,t){return(e.ownerDocument||e)!=C&&T(e),y(e,t)},se.attr=function(e,t){(e.ownerDocument||e)!=C&&T(e);var n=b.attrHandle[t.toLowerCase()],r=n&&j.call(b.attrHandle,t.toLowerCase())?n(e,t,!E):void 0;return void 0!==r?r:d.attributes||!E?e.getAttribute(t):(r=e.getAttributeNode(t))&&r.specified?r.value:null},se.escape=function(e){return(e+"").replace(re,ie)},se.error=function(e){throw new Error("Syntax error, unrecognized expression: "+e)},se.uniqueSort=function(e){var t,n=[],r=0,i=0;if(l=!d.detectDuplicates,u=!d.sortStable&&e.slice(0),e.sort(D),l){while(t=e[i++])t===e[i]&&(r=n.push(i));while(r--)e.splice(n[r],1)}return u=null,e},o=se.getText=function(e){var t,n="",r=0,i=e.nodeType;if(i){if(1===i||9===i||11===i){if("string"==typeof e.textContent)return e.textContent;for(e=e.firstChild;e;e=e.nextSibling)n+=o(e)}else if(3===i||4===i)return e.nodeValue}else while(t=e[r++])n+=o(t);return n},(b=se.selectors={cacheLength:50,createPseudo:le,match:G,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(e){return e[1]=e[1].replace(te,ne),e[3]=(e[3]||e[4]||e[5]||"").replace(te,ne),"~="===e[2]&&(e[3]=" "+e[3]+" "),e.slice(0,4)},CHILD:function(e){return e[1]=e[1].toLowerCase(),"nth"===e[1].slice(0,3)?(e[3]||se.error(e[0]),e[4]=+(e[4]?e[5]+(e[6]||1):2*("even"===e[3]||"odd"===e[3])),e[5]=+(e[7]+e[8]||"odd"===e[3])):e[3]&&se.error(e[0]),e},PSEUDO:function(e){var t,n=!e[6]&&e[2];return G.CHILD.test(e[0])?null:(e[3]?e[2]=e[4]||e[5]||"":n&&X.test(n)&&(t=h(n,!0))&&(t=n.indexOf(")",n.length-t)-n.length)&&(e[0]=e[0].slice(0,t),e[2]=n.slice(0,t)),e.slice(0,3))}},filter:{TAG:function(e){var t=e.replace(te,ne).toLowerCase();return"*"===e?function(){return!0}:function(e){return e.nodeName&&e.nodeName.toLowerCase()===t}},CLASS:function(e){var t=m[e+" "];return t||(t=new RegExp("(^|"+M+")"+e+"("+M+"|$)"))&&m(e,function(e){return t.test("string"==typeof e.className&&e.className||"undefined"!=typeof e.getAttribute&&e.getAttribute("class")||"")})},ATTR:function(n,r,i){return function(e){var t=se.attr(e,n);return null==t?"!="===r:!r||(t+="","="===r?t===i:"!="===r?t!==i:"^="===r?i&&0===t.indexOf(i):"*="===r?i&&-1<t.indexOf(i):"$="===r?i&&t.slice(-i.length)===i:"~="===r?-1<(" "+t.replace(B," ")+" ").indexOf(i):"|="===r&&(t===i||t.slice(0,i.length+1)===i+"-"))}},CHILD:function(h,e,t,g,v){var y="nth"!==h.slice(0,3),m="last"!==h.slice(-4),x="of-type"===e;return 1===g&&0===v?function(e){return!!e.parentNode}:function(e,t,n){var r,i,o,a,s,u,l=y!==m?"nextSibling":"previousSibling",c=e.parentNode,f=x&&e.nodeName.toLowerCase(),p=!n&&!x,d=!1;if(c){if(y){while(l){a=e;while(a=a[l])if(x?a.nodeName.toLowerCase()===f:1===a.nodeType)return!1;u=l="only"===h&&!u&&"nextSibling"}return!0}if(u=[m?c.firstChild:c.lastChild],m&&p){d=(s=(r=(i=(o=(a=c)[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]||[])[0]===k&&r[1])&&r[2],a=s&&c.childNodes[s];while(a=++s&&a&&a[l]||(d=s=0)||u.pop())if(1===a.nodeType&&++d&&a===e){i[h]=[k,s,d];break}}else if(p&&(d=s=(r=(i=(o=(a=e)[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]||[])[0]===k&&r[1]),!1===d)while(a=++s&&a&&a[l]||(d=s=0)||u.pop())if((x?a.nodeName.toLowerCase()===f:1===a.nodeType)&&++d&&(p&&((i=(o=a[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]=[k,d]),a===e))break;return(d-=v)===g||d%g==0&&0<=d/g}}},PSEUDO:function(e,o){var t,a=b.pseudos[e]||b.setFilters[e.toLowerCase()]||se.error("unsupported pseudo: "+e);return a[S]?a(o):1<a.length?(t=[e,e,"",o],b.setFilters.hasOwnProperty(e.toLowerCase())?le(function(e,t){var n,r=a(e,o),i=r.length;while(i--)e[n=P(e,r[i])]=!(t[n]=r[i])}):function(e){return a(e,0,t)}):a}},pseudos:{not:le(function(e){var r=[],i=[],s=f(e.replace($,"$1"));return s[S]?le(function(e,t,n,r){var i,o=s(e,null,r,[]),a=e.length;while(a--)(i=o[a])&&(e[a]=!(t[a]=i))}):function(e,t,n){return r[0]=e,s(r,null,n,i),r[0]=null,!i.pop()}}),has:le(function(t){return function(e){return 0<se(t,e).length}}),contains:le(function(t){return t=t.replace(te,ne),function(e){return-1<(e.textContent||o(e)).indexOf(t)}}),lang:le(function(n){return V.test(n||"")||se.error("unsupported lang: "+n),n=n.replace(te,ne).toLowerCase(),function(e){var t;do{if(t=E?e.lang:e.getAttribute("xml:lang")||e.getAttribute("lang"))return(t=t.toLowerCase())===n||0===t.indexOf(n+"-")}while((e=e.parentNode)&&1===e.nodeType);return!1}}),target:function(e){var t=n.location&&n.location.hash;return t&&t.slice(1)===e.id},root:function(e){return e===a},focus:function(e){return e===C.activeElement&&(!C.hasFocus||C.hasFocus())&&!!(e.type||e.href||~e.tabIndex)},enabled:ge(!1),disabled:ge(!0),checked:function(e){var t=e.nodeName.toLowerCase();return"input"===t&&!!e.checked||"option"===t&&!!e.selected},selected:function(e){return e.parentNode&&e.parentNode.selectedIndex,!0===e.selected},empty:function(e){for(e=e.firstChild;e;e=e.nextSibling)if(e.nodeType<6)return!1;return!0},parent:function(e){return!b.pseudos.empty(e)},header:function(e){return J.test(e.nodeName)},input:function(e){return Q.test(e.nodeName)},button:function(e){var t=e.nodeName.toLowerCase();return"input"===t&&"button"===e.type||"button"===t},text:function(e){var t;return"input"===e.nodeName.toLowerCase()&&"text"===e.type&&(null==(t=e.getAttribute("type"))||"text"===t.toLowerCase())},first:ve(function(){return[0]}),last:ve(function(e,t){return[t-1]}),eq:ve(function(e,t,n){return[n<0?n+t:n]}),even:ve(function(e,t){for(var n=0;n<t;n+=2)e.push(n);return e}),odd:ve(function(e,t){for(var n=1;n<t;n+=2)e.push(n);return e}),lt:ve(function(e,t,n){for(var r=n<0?n+t:t<n?t:n;0<=--r;)e.push(r);return e}),gt:ve(function(e,t,n){for(var r=n<0?n+t:n;++r<t;)e.push(r);return e})}}).pseudos.nth=b.pseudos.eq,{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})b.pseudos[e]=de(e);for(e in{submit:!0,reset:!0})b.pseudos[e]=he(e);function me(){}function xe(e){for(var t=0,n=e.length,r="";t<n;t++)r+=e[t].value;return r}function be(s,e,t){var u=e.dir,l=e.next,c=l||u,f=t&&"parentNode"===c,p=r++;return e.first?function(e,t,n){while(e=e[u])if(1===e.nodeType||f)return s(e,t,n);return!1}:function(e,t,n){var r,i,o,a=[k,p];if(n){while(e=e[u])if((1===e.nodeType||f)&&s(e,t,n))return!0}else while(e=e[u])if(1===e.nodeType||f)if(i=(o=e[S]||(e[S]={}))[e.uniqueID]||(o[e.uniqueID]={}),l&&l===e.nodeName.toLowerCase())e=e[u]||e;else{if((r=i[c])&&r[0]===k&&r[1]===p)return a[2]=r[2];if((i[c]=a)[2]=s(e,t,n))return!0}return!1}}function we(i){return 1<i.length?function(e,t,n){var r=i.length;while(r--)if(!i[r](e,t,n))return!1;return!0}:i[0]}function Te(e,t,n,r,i){for(var o,a=[],s=0,u=e.length,l=null!=t;s<u;s++)(o=e[s])&&(n&&!n(o,r,i)||(a.push(o),l&&t.push(s)));return a}function Ce(d,h,g,v,y,e){return v&&!v[S]&&(v=Ce(v)),y&&!y[S]&&(y=Ce(y,e)),le(function(e,t,n,r){var i,o,a,s=[],u=[],l=t.length,c=e||function(e,t,n){for(var r=0,i=t.length;r<i;r++)se(e,t[r],n);return n}(h||"*",n.nodeType?[n]:n,[]),f=!d||!e&&h?c:Te(c,s,d,n,r),p=g?y||(e?d:l||v)?[]:t:f;if(g&&g(f,p,n,r),v){i=Te(p,u),v(i,[],n,r),o=i.length;while(o--)(a=i[o])&&(p[u[o]]=!(f[u[o]]=a))}if(e){if(y||d){if(y){i=[],o=p.length;while(o--)(a=p[o])&&i.push(f[o]=a);y(null,p=[],i,r)}o=p.length;while(o--)(a=p[o])&&-1<(i=y?P(e,a):s[o])&&(e[i]=!(t[i]=a))}}else p=Te(p===t?p.splice(l,p.length):p),y?y(null,t,p,r):H.apply(t,p)})}function Ee(e){for(var i,t,n,r=e.length,o=b.relative[e[0].type],a=o||b.relative[" "],s=o?1:0,u=be(function(e){return e===i},a,!0),l=be(function(e){return-1<P(i,e)},a,!0),c=[function(e,t,n){var r=!o&&(n||t!==w)||((i=t).nodeType?u(e,t,n):l(e,t,n));return i=null,r}];s<r;s++)if(t=b.relative[e[s].type])c=[be(we(c),t)];else{if((t=b.filter[e[s].type].apply(null,e[s].matches))[S]){for(n=++s;n<r;n++)if(b.relative[e[n].type])break;return Ce(1<s&&we(c),1<s&&xe(e.slice(0,s-1).concat({value:" "===e[s-2].type?"*":""})).replace($,"$1"),t,s<n&&Ee(e.slice(s,n)),n<r&&Ee(e=e.slice(n)),n<r&&xe(e))}c.push(t)}return we(c)}return me.prototype=b.filters=b.pseudos,b.setFilters=new me,h=se.tokenize=function(e,t){var n,r,i,o,a,s,u,l=x[e+" "];if(l)return t?0:l.slice(0);a=e,s=[],u=b.preFilter;while(a){for(o in n&&!(r=_.exec(a))||(r&&(a=a.slice(r[0].length)||a),s.push(i=[])),n=!1,(r=z.exec(a))&&(n=r.shift(),i.push({value:n,type:r[0].replace($," ")}),a=a.slice(n.length)),b.filter)!(r=G[o].exec(a))||u[o]&&!(r=u[o](r))||(n=r.shift(),i.push({value:n,type:o,matches:r}),a=a.slice(n.length));if(!n)break}return t?a.length:a?se.error(e):x(e,s).slice(0)},f=se.compile=function(e,t){var n,v,y,m,x,r,i=[],o=[],a=A[e+" "];if(!a){t||(t=h(e)),n=t.length;while(n--)(a=Ee(t[n]))[S]?i.push(a):o.push(a);(a=A(e,(v=o,m=0<(y=i).length,x=0<v.length,r=function(e,t,n,r,i){var o,a,s,u=0,l="0",c=e&&[],f=[],p=w,d=e||x&&b.find.TAG("*",i),h=k+=null==p?1:Math.random()||.1,g=d.length;for(i&&(w=t==C||t||i);l!==g&&null!=(o=d[l]);l++){if(x&&o){a=0,t||o.ownerDocument==C||(T(o),n=!E);while(s=v[a++])if(s(o,t||C,n)){r.push(o);break}i&&(k=h)}m&&((o=!s&&o)&&u--,e&&c.push(o))}if(u+=l,m&&l!==u){a=0;while(s=y[a++])s(c,f,t,n);if(e){if(0<u)while(l--)c[l]||f[l]||(f[l]=q.call(r));f=Te(f)}H.apply(r,f),i&&!e&&0<f.length&&1<u+y.length&&se.uniqueSort(r)}return i&&(k=h,w=p),c},m?le(r):r))).selector=e}return a},g=se.select=function(e,t,n,r){var i,o,a,s,u,l="function"==typeof e&&e,c=!r&&h(e=l.selector||e);if(n=n||[],1===c.length){if(2<(o=c[0]=c[0].slice(0)).length&&"ID"===(a=o[0]).type&&9===t.nodeType&&E&&b.relative[o[1].type]){if(!(t=(b.find.ID(a.matches[0].replace(te,ne),t)||[])[0]))return n;l&&(t=t.parentNode),e=e.slice(o.shift().value.length)}i=G.needsContext.test(e)?0:o.length;while(i--){if(a=o[i],b.relative[s=a.type])break;if((u=b.find[s])&&(r=u(a.matches[0].replace(te,ne),ee.test(o[0].type)&&ye(t.parentNode)||t))){if(o.splice(i,1),!(e=r.length&&xe(o)))return H.apply(n,r),n;break}}}return(l||f(e,c))(r,t,!E,n,!t||ee.test(e)&&ye(t.parentNode)||t),n},d.sortStable=S.split("").sort(D).join("")===S,d.detectDuplicates=!!l,T(),d.sortDetached=ce(function(e){return 1&e.compareDocumentPosition(C.createElement("fieldset"))}),ce(function(e){return e.innerHTML="<a href='#'></a>","#"===e.firstChild.getAttribute("href")})||fe("type|href|height|width",function(e,t,n){if(!n)return e.getAttribute(t,"type"===t.toLowerCase()?1:2)}),d.attributes&&ce(function(e){return e.innerHTML="<input/>",e.firstChild.setAttribute("value",""),""===e.firstChild.getAttribute("value")})||fe("value",function(e,t,n){if(!n&&"input"===e.nodeName.toLowerCase())return e.defaultValue}),ce(function(e){return null==e.getAttribute("disabled")})||fe(R,function(e,t,n){var r;if(!n)return!0===e[t]?t.toLowerCase():(r=e.getAttributeNode(t))&&r.specified?r.value:null}),se}(C);S.find=d,S.expr=d.selectors,S.expr[":"]=S.expr.pseudos,S.uniqueSort=S.unique=d.uniqueSort,S.text=d.getText,S.isXMLDoc=d.isXML,S.contains=d.contains,S.escapeSelector=d.escape;var h=function(e,t,n){var r=[],i=void 0!==n;while((e=e[t])&&9!==e.nodeType)if(1===e.nodeType){if(i&&S(e).is(n))break;r.push(e)}return r},T=function(e,t){for(var n=[];e;e=e.nextSibling)1===e.nodeType&&e!==t&&n.push(e);return n},k=S.expr.match.needsContext;function A(e,t){return e.nodeName&&e.nodeName.toLowerCase()===t.toLowerCase()}var N=/^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i;function D(e,n,r){return m(n)?S.grep(e,function(e,t){return!!n.call(e,t,e)!==r}):n.nodeType?S.grep(e,function(e){return e===n!==r}):"string"!=typeof n?S.grep(e,function(e){return-1<i.call(n,e)!==r}):S.filter(n,e,r)}S.filter=function(e,t,n){var r=t[0];return n&&(e=":not("+e+")"),1===t.length&&1===r.nodeType?S.find.matchesSelector(r,e)?[r]:[]:S.find.matches(e,S.grep(t,function(e){return 1===e.nodeType}))},S.fn.extend({find:function(e){var t,n,r=this.length,i=this;if("string"!=typeof e)return this.pushStack(S(e).filter(function(){for(t=0;t<r;t++)if(S.contains(i[t],this))return!0}));for(n=this.pushStack([]),t=0;t<r;t++)S.find(e,i[t],n);return 1<r?S.uniqueSort(n):n},filter:function(e){return this.pushStack(D(this,e||[],!1))},not:function(e){return this.pushStack(D(this,e||[],!0))},is:function(e){return!!D(this,"string"==typeof e&&k.test(e)?S(e):e||[],!1).length}});var j,q=/^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]+))$/;(S.fn.init=function(e,t,n){var r,i;if(!e)return this;if(n=n||j,"string"==typeof e){if(!(r="<"===e[0]&&">"===e[e.length-1]&&3<=e.length?[null,e,null]:q.exec(e))||!r[1]&&t)return!t||t.jquery?(t||n).find(e):this.constructor(t).find(e);if(r[1]){if(t=t instanceof S?t[0]:t,S.merge(this,S.parseHTML(r[1],t&&t.nodeType?t.ownerDocument||t:E,!0)),N.test(r[1])&&S.isPlainObject(t))for(r in t)m(this[r])?this[r](t[r]):this.attr(r,t[r]);return this}return(i=E.getElementById(r[2]))&&(this[0]=i,this.length=1),this}return e.nodeType?(this[0]=e,this.length=1,this):m(e)?void 0!==n.ready?n.ready(e):e(S):S.makeArray(e,this)}).prototype=S.fn,j=S(E);var L=/^(?:parents|prev(?:Until|All))/,H={children:!0,contents:!0,next:!0,prev:!0};function O(e,t){while((e=e[t])&&1!==e.nodeType);return e}S.fn.extend({has:function(e){var t=S(e,this),n=t.length;return this.filter(function(){for(var e=0;e<n;e++)if(S.contains(this,t[e]))return!0})},closest:function(e,t){var n,r=0,i=this.length,o=[],a="string"!=typeof e&&S(e);if(!k.test(e))for(;r<i;r++)for(n=this[r];n&&n!==t;n=n.parentNode)if(n.nodeType<11&&(a?-1<a.index(n):1===n.nodeType&&S.find.matchesSelector(n,e))){o.push(n);break}return this.pushStack(1<o.length?S.uniqueSort(o):o)},index:function(e){return e?"string"==typeof e?i.call(S(e),this[0]):i.call(this,e.jquery?e[0]:e):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(e,t){return this.pushStack(S.uniqueSort(S.merge(this.get(),S(e,t))))},addBack:function(e){return this.add(null==e?this.prevObject:this.prevObject.filter(e))}}),S.each({parent:function(e){var t=e.parentNode;return t&&11!==t.nodeType?t:null},parents:function(e){return h(e,"parentNode")},parentsUntil:function(e,t,n){return h(e,"parentNode",n)},next:function(e){return O(e,"nextSibling")},prev:function(e){return O(e,"previousSibling")},nextAll:function(e){return h(e,"nextSibling")},prevAll:function(e){return h(e,"previousSibling")},nextUntil:function(e,t,n){return h(e,"nextSibling",n)},prevUntil:function(e,t,n){return h(e,"previousSibling",n)},siblings:function(e){return T((e.parentNode||{}).firstChild,e)},children:function(e){return T(e.firstChild)},contents:function(e){return null!=e.contentDocument&&r(e.contentDocument)?e.contentDocument:(A(e,"template")&&(e=e.content||e),S.merge([],e.childNodes))}},function(r,i){S.fn[r]=function(e,t){var n=S.map(this,i,e);return"Until"!==r.slice(-5)&&(t=e),t&&"string"==typeof t&&(n=S.filter(t,n)),1<this.length&&(H[r]||S.uniqueSort(n),L.test(r)&&n.reverse()),this.pushStack(n)}});var P=/[^\x20\t\r\n\f]+/g;function R(e){return e}function M(e){throw e}function I(e,t,n,r){var i;try{e&&m(i=e.promise)?i.call(e).done(t).fail(n):e&&m(i=e.then)?i.call(e,t,n):t.apply(void 0,[e].slice(r))}catch(e){n.apply(void 0,[e])}}S.Callbacks=function(r){var e,n;r="string"==typeof r?(e=r,n={},S.each(e.match(P)||[],function(e,t){n[t]=!0}),n):S.extend({},r);var i,t,o,a,s=[],u=[],l=-1,c=function(){for(a=a||r.once,o=i=!0;u.length;l=-1){t=u.shift();while(++l<s.length)!1===s[l].apply(t[0],t[1])&&r.stopOnFalse&&(l=s.length,t=!1)}r.memory||(t=!1),i=!1,a&&(s=t?[]:"")},f={add:function(){return s&&(t&&!i&&(l=s.length-1,u.push(t)),function n(e){S.each(e,function(e,t){m(t)?r.unique&&f.has(t)||s.push(t):t&&t.length&&"string"!==w(t)&&n(t)})}(arguments),t&&!i&&c()),this},remove:function(){return S.each(arguments,function(e,t){var n;while(-1<(n=S.inArray(t,s,n)))s.splice(n,1),n<=l&&l--}),this},has:function(e){return e?-1<S.inArray(e,s):0<s.length},empty:function(){return s&&(s=[]),this},disable:function(){return a=u=[],s=t="",this},disabled:function(){return!s},lock:function(){return a=u=[],t||i||(s=t=""),this},locked:function(){return!!a},fireWith:function(e,t){return a||(t=[e,(t=t||[]).slice?t.slice():t],u.push(t),i||c()),this},fire:function(){return f.fireWith(this,arguments),this},fired:function(){return!!o}};return f},S.extend({Deferred:function(e){var o=[["notify","progress",S.Callbacks("memory"),S.Callbacks("memory"),2],["resolve","done",S.Callbacks("once memory"),S.Callbacks("once memory"),0,"resolved"],["reject","fail",S.Callbacks("once memory"),S.Callbacks("once memory"),1,"rejected"]],i="pending",a={state:function(){return i},always:function(){return s.done(arguments).fail(arguments),this},"catch":function(e){return a.then(null,e)},pipe:function(){var i=arguments;return S.Deferred(function(r){S.each(o,function(e,t){var n=m(i[t[4]])&&i[t[4]];s[t[1]](function(){var e=n&&n.apply(this,arguments);e&&m(e.promise)?e.promise().progress(r.notify).done(r.resolve).fail(r.reject):r[t[0]+"With"](this,n?[e]:arguments)})}),i=null}).promise()},then:function(t,n,r){var u=0;function l(i,o,a,s){return function(){var n=this,r=arguments,e=function(){var e,t;if(!(i<u)){if((e=a.apply(n,r))===o.promise())throw new TypeError("Thenable self-resolution");t=e&&("object"==typeof e||"function"==typeof e)&&e.then,m(t)?s?t.call(e,l(u,o,R,s),l(u,o,M,s)):(u++,t.call(e,l(u,o,R,s),l(u,o,M,s),l(u,o,R,o.notifyWith))):(a!==R&&(n=void 0,r=[e]),(s||o.resolveWith)(n,r))}},t=s?e:function(){try{e()}catch(e){S.Deferred.exceptionHook&&S.Deferred.exceptionHook(e,t.stackTrace),u<=i+1&&(a!==M&&(n=void 0,r=[e]),o.rejectWith(n,r))}};i?t():(S.Deferred.getStackHook&&(t.stackTrace=S.Deferred.getStackHook()),C.setTimeout(t))}}return S.Deferred(function(e){o[0][3].add(l(0,e,m(r)?r:R,e.notifyWith)),o[1][3].add(l(0,e,m(t)?t:R)),o[2][3].add(l(0,e,m(n)?n:M))}).promise()},promise:function(e){return null!=e?S.extend(e,a):a}},s={};return S.each(o,function(e,t){var n=t[2],r=t[5];a[t[1]]=n.add,r&&n.add(function(){i=r},o[3-e][2].disable,o[3-e][3].disable,o[0][2].lock,o[0][3].lock),n.add(t[3].fire),s[t[0]]=function(){return s[t[0]+"With"](this===s?void 0:this,arguments),this},s[t[0]+"With"]=n.fireWith}),a.promise(s),e&&e.call(s,s),s},when:function(e){var n=arguments.length,t=n,r=Array(t),i=s.call(arguments),o=S.Deferred(),a=function(t){return function(e){r[t]=this,i[t]=1<arguments.length?s.call(arguments):e,--n||o.resolveWith(r,i)}};if(n<=1&&(I(e,o.done(a(t)).resolve,o.reject,!n),"pending"===o.state()||m(i[t]&&i[t].then)))return o.then();while(t--)I(i[t],a(t),o.reject);return o.promise()}});var W=/^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/;S.Deferred.exceptionHook=function(e,t){C.console&&C.console.warn&&e&&W.test(e.name)&&C.console.warn("jQuery.Deferred exception: "+e.message,e.stack,t)},S.readyException=function(e){C.setTimeout(function(){throw e})};var F=S.Deferred();function B(){E.removeEventListener("DOMContentLoaded",B),C.removeEventListener("load",B),S.ready()}S.fn.ready=function(e){return F.then(e)["catch"](function(e){S.readyException(e)}),this},S.extend({isReady:!1,readyWait:1,ready:function(e){(!0===e?--S.readyWait:S.isReady)||(S.isReady=!0)!==e&&0<--S.readyWait||F.resolveWith(E,[S])}}),S.ready.then=F.then,"complete"===E.readyState||"loading"!==E.readyState&&!E.documentElement.doScroll?C.setTimeout(S.ready):(E.addEventListener("DOMContentLoaded",B),C.addEventListener("load",B));var $=function(e,t,n,r,i,o,a){var s=0,u=e.length,l=null==n;if("object"===w(n))for(s in i=!0,n)$(e,t,s,n[s],!0,o,a);else if(void 0!==r&&(i=!0,m(r)||(a=!0),l&&(a?(t.call(e,r),t=null):(l=t,t=function(e,t,n){return l.call(S(e),n)})),t))for(;s<u;s++)t(e[s],n,a?r:r.call(e[s],s,t(e[s],n)));return i?e:l?t.call(e):u?t(e[0],n):o},_=/^-ms-/,z=/-([a-z])/g;function U(e,t){return t.toUpperCase()}function X(e){return e.replace(_,"ms-").replace(z,U)}var V=function(e){return 1===e.nodeType||9===e.nodeType||!+e.nodeType};function G(){this.expando=S.expando+G.uid++}G.uid=1,G.prototype={cache:function(e){var t=e[this.expando];return t||(t={},V(e)&&(e.nodeType?e[this.expando]=t:Object.defineProperty(e,this.expando,{value:t,configurable:!0}))),t},set:function(e,t,n){var r,i=this.cache(e);if("string"==typeof t)i[X(t)]=n;else for(r in t)i[X(r)]=t[r];return i},get:function(e,t){return void 0===t?this.cache(e):e[this.expando]&&e[this.expando][X(t)]},access:function(e,t,n){return void 0===t||t&&"string"==typeof t&&void 0===n?this.get(e,t):(this.set(e,t,n),void 0!==n?n:t)},remove:function(e,t){var n,r=e[this.expando];if(void 0!==r){if(void 0!==t){n=(t=Array.isArray(t)?t.map(X):(t=X(t))in r?[t]:t.match(P)||[]).length;while(n--)delete r[t[n]]}(void 0===t||S.isEmptyObject(r))&&(e.nodeType?e[this.expando]=void 0:delete e[this.expando])}},hasData:function(e){var t=e[this.expando];return void 0!==t&&!S.isEmptyObject(t)}};var Y=new G,Q=new G,J=/^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,K=/[A-Z]/g;function Z(e,t,n){var r,i;if(void 0===n&&1===e.nodeType)if(r="data-"+t.replace(K,"-$&").toLowerCase(),"string"==typeof(n=e.getAttribute(r))){try{n="true"===(i=n)||"false"!==i&&("null"===i?null:i===+i+""?+i:J.test(i)?JSON.parse(i):i)}catch(e){}Q.set(e,t,n)}else n=void 0;return n}S.extend({hasData:function(e){return Q.hasData(e)||Y.hasData(e)},data:function(e,t,n){return Q.access(e,t,n)},removeData:function(e,t){Q.remove(e,t)},_data:function(e,t,n){return Y.access(e,t,n)},_removeData:function(e,t){Y.remove(e,t)}}),S.fn.extend({data:function(n,e){var t,r,i,o=this[0],a=o&&o.attributes;if(void 0===n){if(this.length&&(i=Q.get(o),1===o.nodeType&&!Y.get(o,"hasDataAttrs"))){t=a.length;while(t--)a[t]&&0===(r=a[t].name).indexOf("data-")&&(r=X(r.slice(5)),Z(o,r,i[r]));Y.set(o,"hasDataAttrs",!0)}return i}return"object"==typeof n?this.each(function(){Q.set(this,n)}):$(this,function(e){var t;if(o&&void 0===e)return void 0!==(t=Q.get(o,n))?t:void 0!==(t=Z(o,n))?t:void 0;this.each(function(){Q.set(this,n,e)})},null,e,1<arguments.length,null,!0)},removeData:function(e){return this.each(function(){Q.remove(this,e)})}}),S.extend({queue:function(e,t,n){var r;if(e)return t=(t||"fx")+"queue",r=Y.get(e,t),n&&(!r||Array.isArray(n)?r=Y.access(e,t,S.makeArray(n)):r.push(n)),r||[]},dequeue:function(e,t){t=t||"fx";var n=S.queue(e,t),r=n.length,i=n.shift(),o=S._queueHooks(e,t);"inprogress"===i&&(i=n.shift(),r--),i&&("fx"===t&&n.unshift("inprogress"),delete o.stop,i.call(e,function(){S.dequeue(e,t)},o)),!r&&o&&o.empty.fire()},_queueHooks:function(e,t){var n=t+"queueHooks";return Y.get(e,n)||Y.access(e,n,{empty:S.Callbacks("once memory").add(function(){Y.remove(e,[t+"queue",n])})})}}),S.fn.extend({queue:function(t,n){var e=2;return"string"!=typeof t&&(n=t,t="fx",e--),arguments.length<e?S.queue(this[0],t):void 0===n?this:this.each(function(){var e=S.queue(this,t,n);S._queueHooks(this,t),"fx"===t&&"inprogress"!==e[0]&&S.dequeue(this,t)})},dequeue:function(e){return this.each(function(){S.dequeue(this,e)})},clearQueue:function(e){return this.queue(e||"fx",[])},promise:function(e,t){var n,r=1,i=S.Deferred(),o=this,a=this.length,s=function(){--r||i.resolveWith(o,[o])};"string"!=typeof e&&(t=e,e=void 0),e=e||"fx";while(a--)(n=Y.get(o[a],e+"queueHooks"))&&n.empty&&(r++,n.empty.add(s));return s(),i.promise(t)}});var ee=/[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/.source,te=new RegExp("^(?:([+-])=|)("+ee+")([a-z%]*)$","i"),ne=["Top","Right","Bottom","Left"],re=E.documentElement,ie=function(e){return S.contains(e.ownerDocument,e)},oe={composed:!0};re.getRootNode&&(ie=function(e){return S.contains(e.ownerDocument,e)||e.getRootNode(oe)===e.ownerDocument});var ae=function(e,t){return"none"===(e=t||e).style.display||""===e.style.display&&ie(e)&&"none"===S.css(e,"display")};function se(e,t,n,r){var i,o,a=20,s=r?function(){return r.cur()}:function(){return S.css(e,t,"")},u=s(),l=n&&n[3]||(S.cssNumber[t]?"":"px"),c=e.nodeType&&(S.cssNumber[t]||"px"!==l&&+u)&&te.exec(S.css(e,t));if(c&&c[3]!==l){u/=2,l=l||c[3],c=+u||1;while(a--)S.style(e,t,c+l),(1-o)*(1-(o=s()/u||.5))<=0&&(a=0),c/=o;c*=2,S.style(e,t,c+l),n=n||[]}return n&&(c=+c||+u||0,i=n[1]?c+(n[1]+1)*n[2]:+n[2],r&&(r.unit=l,r.start=c,r.end=i)),i}var ue={};function le(e,t){for(var n,r,i,o,a,s,u,l=[],c=0,f=e.length;c<f;c++)(r=e[c]).style&&(n=r.style.display,t?("none"===n&&(l[c]=Y.get(r,"display")||null,l[c]||(r.style.display="")),""===r.style.display&&ae(r)&&(l[c]=(u=a=o=void 0,a=(i=r).ownerDocument,s=i.nodeName,(u=ue[s])||(o=a.body.appendChild(a.createElement(s)),u=S.css(o,"display"),o.parentNode.removeChild(o),"none"===u&&(u="block"),ue[s]=u)))):"none"!==n&&(l[c]="none",Y.set(r,"display",n)));for(c=0;c<f;c++)null!=l[c]&&(e[c].style.display=l[c]);return e}S.fn.extend({show:function(){return le(this,!0)},hide:function(){return le(this)},toggle:function(e){return"boolean"==typeof e?e?this.show():this.hide():this.each(function(){ae(this)?S(this).show():S(this).hide()})}});var ce,fe,pe=/^(?:checkbox|radio)$/i,de=/<([a-z][^\/\0>\x20\t\r\n\f]*)/i,he=/^$|^module$|\/(?:java|ecma)script/i;ce=E.createDocumentFragment().appendChild(E.createElement("div")),(fe=E.createElement("input")).setAttribute("type","radio"),fe.setAttribute("checked","checked"),fe.setAttribute("name","t"),ce.appendChild(fe),y.checkClone=ce.cloneNode(!0).cloneNode(!0).lastChild.checked,ce.innerHTML="<textarea>x</textarea>",y.noCloneChecked=!!ce.cloneNode(!0).lastChild.defaultValue,ce.innerHTML="<option></option>",y.option=!!ce.lastChild;var ge={thead:[1,"<table>","</table>"],col:[2,"<table><colgroup>","</colgroup></table>"],tr:[2,"<table><tbody>","</tbody></table>"],td:[3,"<table><tbody><tr>","</tr></tbody></table>"],_default:[0,"",""]};function ve(e,t){var n;return n="undefined"!=typeof e.getElementsByTagName?e.getElementsByTagName(t||"*"):"undefined"!=typeof e.querySelectorAll?e.querySelectorAll(t||"*"):[],void 0===t||t&&A(e,t)?S.merge([e],n):n}function ye(e,t){for(var n=0,r=e.length;n<r;n++)Y.set(e[n],"globalEval",!t||Y.get(t[n],"globalEval"))}ge.tbody=ge.tfoot=ge.colgroup=ge.caption=ge.thead,ge.th=ge.td,y.option||(ge.optgroup=ge.option=[1,"<select multiple='multiple'>","</select>"]);var me=/<|&#?\w+;/;function xe(e,t,n,r,i){for(var o,a,s,u,l,c,f=t.createDocumentFragment(),p=[],d=0,h=e.length;d<h;d++)if((o=e[d])||0===o)if("object"===w(o))S.merge(p,o.nodeType?[o]:o);else if(me.test(o)){a=a||f.appendChild(t.createElement("div")),s=(de.exec(o)||["",""])[1].toLowerCase(),u=ge[s]||ge._default,a.innerHTML=u[1]+S.htmlPrefilter(o)+u[2],c=u[0];while(c--)a=a.lastChild;S.merge(p,a.childNodes),(a=f.firstChild).textContent=""}else p.push(t.createTextNode(o));f.textContent="",d=0;while(o=p[d++])if(r&&-1<S.inArray(o,r))i&&i.push(o);else if(l=ie(o),a=ve(f.appendChild(o),"script"),l&&ye(a),n){c=0;while(o=a[c++])he.test(o.type||"")&&n.push(o)}return f}var be=/^key/,we=/^(?:mouse|pointer|contextmenu|drag|drop)|click/,Te=/^([^.]*)(?:\.(.+)|)/;function Ce(){return!0}function Ee(){return!1}function Se(e,t){return e===function(){try{return E.activeElement}catch(e){}}()==("focus"===t)}function ke(e,t,n,r,i,o){var a,s;if("object"==typeof t){for(s in"string"!=typeof n&&(r=r||n,n=void 0),t)ke(e,s,n,r,t[s],o);return e}if(null==r&&null==i?(i=n,r=n=void 0):null==i&&("string"==typeof n?(i=r,r=void 0):(i=r,r=n,n=void 0)),!1===i)i=Ee;else if(!i)return e;return 1===o&&(a=i,(i=function(e){return S().off(e),a.apply(this,arguments)}).guid=a.guid||(a.guid=S.guid++)),e.each(function(){S.event.add(this,t,i,r,n)})}function Ae(e,i,o){o?(Y.set(e,i,!1),S.event.add(e,i,{namespace:!1,handler:function(e){var t,n,r=Y.get(this,i);if(1&e.isTrigger&&this[i]){if(r.length)(S.event.special[i]||{}).delegateType&&e.stopPropagation();else if(r=s.call(arguments),Y.set(this,i,r),t=o(this,i),this[i](),r!==(n=Y.get(this,i))||t?Y.set(this,i,!1):n={},r!==n)return e.stopImmediatePropagation(),e.preventDefault(),n.value}else r.length&&(Y.set(this,i,{value:S.event.trigger(S.extend(r[0],S.Event.prototype),r.slice(1),this)}),e.stopImmediatePropagation())}})):void 0===Y.get(e,i)&&S.event.add(e,i,Ce)}S.event={global:{},add:function(t,e,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.get(t);if(V(t)){n.handler&&(n=(o=n).handler,i=o.selector),i&&S.find.matchesSelector(re,i),n.guid||(n.guid=S.guid++),(u=v.events)||(u=v.events=Object.create(null)),(a=v.handle)||(a=v.handle=function(e){return"undefined"!=typeof S&&S.event.triggered!==e.type?S.event.dispatch.apply(t,arguments):void 0}),l=(e=(e||"").match(P)||[""]).length;while(l--)d=g=(s=Te.exec(e[l])||[])[1],h=(s[2]||"").split(".").sort(),d&&(f=S.event.special[d]||{},d=(i?f.delegateType:f.bindType)||d,f=S.event.special[d]||{},c=S.extend({type:d,origType:g,data:r,handler:n,guid:n.guid,selector:i,needsContext:i&&S.expr.match.needsContext.test(i),namespace:h.join(".")},o),(p=u[d])||((p=u[d]=[]).delegateCount=0,f.setup&&!1!==f.setup.call(t,r,h,a)||t.addEventListener&&t.addEventListener(d,a)),f.add&&(f.add.call(t,c),c.handler.guid||(c.handler.guid=n.guid)),i?p.splice(p.delegateCount++,0,c):p.push(c),S.event.global[d]=!0)}},remove:function(e,t,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.hasData(e)&&Y.get(e);if(v&&(u=v.events)){l=(t=(t||"").match(P)||[""]).length;while(l--)if(d=g=(s=Te.exec(t[l])||[])[1],h=(s[2]||"").split(".").sort(),d){f=S.event.special[d]||{},p=u[d=(r?f.delegateType:f.bindType)||d]||[],s=s[2]&&new RegExp("(^|\\.)"+h.join("\\.(?:.*\\.|)")+"(\\.|$)"),a=o=p.length;while(o--)c=p[o],!i&&g!==c.origType||n&&n.guid!==c.guid||s&&!s.test(c.namespace)||r&&r!==c.selector&&("**"!==r||!c.selector)||(p.splice(o,1),c.selector&&p.delegateCount--,f.remove&&f.remove.call(e,c));a&&!p.length&&(f.teardown&&!1!==f.teardown.call(e,h,v.handle)||S.removeEvent(e,d,v.handle),delete u[d])}else for(d in u)S.event.remove(e,d+t[l],n,r,!0);S.isEmptyObject(u)&&Y.remove(e,"handle events")}},dispatch:function(e){var t,n,r,i,o,a,s=new Array(arguments.length),u=S.event.fix(e),l=(Y.get(this,"events")||Object.create(null))[u.type]||[],c=S.event.special[u.type]||{};for(s[0]=u,t=1;t<arguments.length;t++)s[t]=arguments[t];if(u.delegateTarget=this,!c.preDispatch||!1!==c.preDispatch.call(this,u)){a=S.event.handlers.call(this,u,l),t=0;while((i=a[t++])&&!u.isPropagationStopped()){u.currentTarget=i.elem,n=0;while((o=i.handlers[n++])&&!u.isImmediatePropagationStopped())u.rnamespace&&!1!==o.namespace&&!u.rnamespace.test(o.namespace)||(u.handleObj=o,u.data=o.data,void 0!==(r=((S.event.special[o.origType]||{}).handle||o.handler).apply(i.elem,s))&&!1===(u.result=r)&&(u.preventDefault(),u.stopPropagation()))}return c.postDispatch&&c.postDispatch.call(this,u),u.result}},handlers:function(e,t){var n,r,i,o,a,s=[],u=t.delegateCount,l=e.target;if(u&&l.nodeType&&!("click"===e.type&&1<=e.button))for(;l!==this;l=l.parentNode||this)if(1===l.nodeType&&("click"!==e.type||!0!==l.disabled)){for(o=[],a={},n=0;n<u;n++)void 0===a[i=(r=t[n]).selector+" "]&&(a[i]=r.needsContext?-1<S(i,this).index(l):S.find(i,this,null,[l]).length),a[i]&&o.push(r);o.length&&s.push({elem:l,handlers:o})}return l=this,u<t.length&&s.push({elem:l,handlers:t.slice(u)}),s},addProp:function(t,e){Object.defineProperty(S.Event.prototype,t,{enumerable:!0,configurable:!0,get:m(e)?function(){if(this.originalEvent)return e(this.originalEvent)}:function(){if(this.originalEvent)return this.originalEvent[t]},set:function(e){Object.defineProperty(this,t,{enumerable:!0,configurable:!0,writable:!0,value:e})}})},fix:function(e){return e[S.expando]?e:new S.Event(e)},special:{load:{noBubble:!0},click:{setup:function(e){var t=this||e;return pe.test(t.type)&&t.click&&A(t,"input")&&Ae(t,"click",Ce),!1},trigger:function(e){var t=this||e;return pe.test(t.type)&&t.click&&A(t,"input")&&Ae(t,"click"),!0},_default:function(e){var t=e.target;return pe.test(t.type)&&t.click&&A(t,"input")&&Y.get(t,"click")||A(t,"a")}},beforeunload:{postDispatch:function(e){void 0!==e.result&&e.originalEvent&&(e.originalEvent.returnValue=e.result)}}}},S.removeEvent=function(e,t,n){e.removeEventListener&&e.removeEventListener(t,n)},S.Event=function(e,t){if(!(this instanceof S.Event))return new S.Event(e,t);e&&e.type?(this.originalEvent=e,this.type=e.type,this.isDefaultPrevented=e.defaultPrevented||void 0===e.defaultPrevented&&!1===e.returnValue?Ce:Ee,this.target=e.target&&3===e.target.nodeType?e.target.parentNode:e.target,this.currentTarget=e.currentTarget,this.relatedTarget=e.relatedTarget):this.type=e,t&&S.extend(this,t),this.timeStamp=e&&e.timeStamp||Date.now(),this[S.expando]=!0},S.Event.prototype={constructor:S.Event,isDefaultPrevented:Ee,isPropagationStopped:Ee,isImmediatePropagationStopped:Ee,isSimulated:!1,preventDefault:function(){var e=this.originalEvent;this.isDefaultPrevented=Ce,e&&!this.isSimulated&&e.preventDefault()},stopPropagation:function(){var e=this.originalEvent;this.isPropagationStopped=Ce,e&&!this.isSimulated&&e.stopPropagation()},stopImmediatePropagation:function(){var e=this.originalEvent;this.isImmediatePropagationStopped=Ce,e&&!this.isSimulated&&e.stopImmediatePropagation(),this.stopPropagation()}},S.each({altKey:!0,bubbles:!0,cancelable:!0,changedTouches:!0,ctrlKey:!0,detail:!0,eventPhase:!0,metaKey:!0,pageX:!0,pageY:!0,shiftKey:!0,view:!0,"char":!0,code:!0,charCode:!0,key:!0,keyCode:!0,button:!0,buttons:!0,clientX:!0,clientY:!0,offsetX:!0,offsetY:!0,pointerId:!0,pointerType:!0,screenX:!0,screenY:!0,targetTouches:!0,toElement:!0,touches:!0,which:function(e){var t=e.button;return null==e.which&&be.test(e.type)?null!=e.charCode?e.charCode:e.keyCode:!e.which&&void 0!==t&&we.test(e.type)?1&t?1:2&t?3:4&t?2:0:e.which}},S.event.addProp),S.each({focus:"focusin",blur:"focusout"},function(e,t){S.event.special[e]={setup:function(){return Ae(this,e,Se),!1},trigger:function(){return Ae(this,e),!0},delegateType:t}}),S.each({mouseenter:"mouseover",mouseleave:"mouseout",pointerenter:"pointerover",pointerleave:"pointerout"},function(e,i){S.event.special[e]={delegateType:i,bindType:i,handle:function(e){var t,n=e.relatedTarget,r=e.handleObj;return n&&(n===this||S.contains(this,n))||(e.type=r.origType,t=r.handler.apply(this,arguments),e.type=i),t}}}),S.fn.extend({on:function(e,t,n,r){return ke(this,e,t,n,r)},one:function(e,t,n,r){return ke(this,e,t,n,r,1)},off:function(e,t,n){var r,i;if(e&&e.preventDefault&&e.handleObj)return r=e.handleObj,S(e.delegateTarget).off(r.namespace?r.origType+"."+r.namespace:r.origType,r.selector,r.handler),this;if("object"==typeof e){for(i in e)this.off(i,t,e[i]);return this}return!1!==t&&"function"!=typeof t||(n=t,t=void 0),!1===n&&(n=Ee),this.each(function(){S.event.remove(this,e,n,t)})}});var Ne=/<script|<style|<link/i,De=/checked\s*(?:[^=]|=\s*.checked.)/i,je=/^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g;function qe(e,t){return A(e,"table")&&A(11!==t.nodeType?t:t.firstChild,"tr")&&S(e).children("tbody")[0]||e}function Le(e){return e.type=(null!==e.getAttribute("type"))+"/"+e.type,e}function He(e){return"true/"===(e.type||"").slice(0,5)?e.type=e.type.slice(5):e.removeAttribute("type"),e}function Oe(e,t){var n,r,i,o,a,s;if(1===t.nodeType){if(Y.hasData(e)&&(s=Y.get(e).events))for(i in Y.remove(t,"handle events"),s)for(n=0,r=s[i].length;n<r;n++)S.event.add(t,i,s[i][n]);Q.hasData(e)&&(o=Q.access(e),a=S.extend({},o),Q.set(t,a))}}function Pe(n,r,i,o){r=g(r);var e,t,a,s,u,l,c=0,f=n.length,p=f-1,d=r[0],h=m(d);if(h||1<f&&"string"==typeof d&&!y.checkClone&&De.test(d))return n.each(function(e){var t=n.eq(e);h&&(r[0]=d.call(this,e,t.html())),Pe(t,r,i,o)});if(f&&(t=(e=xe(r,n[0].ownerDocument,!1,n,o)).firstChild,1===e.childNodes.length&&(e=t),t||o)){for(s=(a=S.map(ve(e,"script"),Le)).length;c<f;c++)u=e,c!==p&&(u=S.clone(u,!0,!0),s&&S.merge(a,ve(u,"script"))),i.call(n[c],u,c);if(s)for(l=a[a.length-1].ownerDocument,S.map(a,He),c=0;c<s;c++)u=a[c],he.test(u.type||"")&&!Y.access(u,"globalEval")&&S.contains(l,u)&&(u.src&&"module"!==(u.type||"").toLowerCase()?S._evalUrl&&!u.noModule&&S._evalUrl(u.src,{nonce:u.nonce||u.getAttribute("nonce")},l):b(u.textContent.replace(je,""),u,l))}return n}function Re(e,t,n){for(var r,i=t?S.filter(t,e):e,o=0;null!=(r=i[o]);o++)n||1!==r.nodeType||S.cleanData(ve(r)),r.parentNode&&(n&&ie(r)&&ye(ve(r,"script")),r.parentNode.removeChild(r));return e}S.extend({htmlPrefilter:function(e){return e},clone:function(e,t,n){var r,i,o,a,s,u,l,c=e.cloneNode(!0),f=ie(e);if(!(y.noCloneChecked||1!==e.nodeType&&11!==e.nodeType||S.isXMLDoc(e)))for(a=ve(c),r=0,i=(o=ve(e)).length;r<i;r++)s=o[r],u=a[r],void 0,"input"===(l=u.nodeName.toLowerCase())&&pe.test(s.type)?u.checked=s.checked:"input"!==l&&"textarea"!==l||(u.defaultValue=s.defaultValue);if(t)if(n)for(o=o||ve(e),a=a||ve(c),r=0,i=o.length;r<i;r++)Oe(o[r],a[r]);else Oe(e,c);return 0<(a=ve(c,"script")).length&&ye(a,!f&&ve(e,"script")),c},cleanData:function(e){for(var t,n,r,i=S.event.special,o=0;void 0!==(n=e[o]);o++)if(V(n)){if(t=n[Y.expando]){if(t.events)for(r in t.events)i[r]?S.event.remove(n,r):S.removeEvent(n,r,t.handle);n[Y.expando]=void 0}n[Q.expando]&&(n[Q.expando]=void 0)}}}),S.fn.extend({detach:function(e){return Re(this,e,!0)},remove:function(e){return Re(this,e)},text:function(e){return $(this,function(e){return void 0===e?S.text(this):this.empty().each(function(){1!==this.nodeType&&11!==this.nodeType&&9!==this.nodeType||(this.textContent=e)})},null,e,arguments.length)},append:function(){return Pe(this,arguments,function(e){1!==this.nodeType&&11!==this.nodeType&&9!==this.nodeType||qe(this,e).appendChild(e)})},prepend:function(){return Pe(this,arguments,function(e){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var t=qe(this,e);t.insertBefore(e,t.firstChild)}})},before:function(){return Pe(this,arguments,function(e){this.parentNode&&this.parentNode.insertBefore(e,this)})},after:function(){return Pe(this,arguments,function(e){this.parentNode&&this.parentNode.insertBefore(e,this.nextSibling)})},empty:function(){for(var e,t=0;null!=(e=this[t]);t++)1===e.nodeType&&(S.cleanData(ve(e,!1)),e.textContent="");return this},clone:function(e,t){return e=null!=e&&e,t=null==t?e:t,this.map(function(){return S.clone(this,e,t)})},html:function(e){return $(this,function(e){var t=this[0]||{},n=0,r=this.length;if(void 0===e&&1===t.nodeType)return t.innerHTML;if("string"==typeof e&&!Ne.test(e)&&!ge[(de.exec(e)||["",""])[1].toLowerCase()]){e=S.htmlPrefilter(e);try{for(;n<r;n++)1===(t=this[n]||{}).nodeType&&(S.cleanData(ve(t,!1)),t.innerHTML=e);t=0}catch(e){}}t&&this.empty().append(e)},null,e,arguments.length)},replaceWith:function(){var n=[];return Pe(this,arguments,function(e){var t=this.parentNode;S.inArray(this,n)<0&&(S.cleanData(ve(this)),t&&t.replaceChild(e,this))},n)}}),S.each({appendTo:"append",prependTo:"prepend",insertBefore:"before",insertAfter:"after",replaceAll:"replaceWith"},function(e,a){S.fn[e]=function(e){for(var t,n=[],r=S(e),i=r.length-1,o=0;o<=i;o++)t=o===i?this:this.clone(!0),S(r[o])[a](t),u.apply(n,t.get());return this.pushStack(n)}});var Me=new RegExp("^("+ee+")(?!px)[a-z%]+$","i"),Ie=function(e){var t=e.ownerDocument.defaultView;return t&&t.opener||(t=C),t.getComputedStyle(e)},We=function(e,t,n){var r,i,o={};for(i in t)o[i]=e.style[i],e.style[i]=t[i];for(i in r=n.call(e),t)e.style[i]=o[i];return r},Fe=new RegExp(ne.join("|"),"i");function Be(e,t,n){var r,i,o,a,s=e.style;return(n=n||Ie(e))&&(""!==(a=n.getPropertyValue(t)||n[t])||ie(e)||(a=S.style(e,t)),!y.pixelBoxStyles()&&Me.test(a)&&Fe.test(t)&&(r=s.width,i=s.minWidth,o=s.maxWidth,s.minWidth=s.maxWidth=s.width=a,a=n.width,s.width=r,s.minWidth=i,s.maxWidth=o)),void 0!==a?a+"":a}function $e(e,t){return{get:function(){if(!e())return(this.get=t).apply(this,arguments);delete this.get}}}!function(){function e(){if(l){u.style.cssText="position:absolute;left:-11111px;width:60px;margin-top:1px;padding:0;border:0",l.style.cssText="position:relative;display:block;box-sizing:border-box;overflow:scroll;margin:auto;border:1px;padding:1px;width:60%;top:1%",re.appendChild(u).appendChild(l);var e=C.getComputedStyle(l);n="1%"!==e.top,s=12===t(e.marginLeft),l.style.right="60%",o=36===t(e.right),r=36===t(e.width),l.style.position="absolute",i=12===t(l.offsetWidth/3),re.removeChild(u),l=null}}function t(e){return Math.round(parseFloat(e))}var n,r,i,o,a,s,u=E.createElement("div"),l=E.createElement("div");l.style&&(l.style.backgroundClip="content-box",l.cloneNode(!0).style.backgroundClip="",y.clearCloneStyle="content-box"===l.style.backgroundClip,S.extend(y,{boxSizingReliable:function(){return e(),r},pixelBoxStyles:function(){return e(),o},pixelPosition:function(){return e(),n},reliableMarginLeft:function(){return e(),s},scrollboxSize:function(){return e(),i},reliableTrDimensions:function(){var e,t,n,r;return null==a&&(e=E.createElement("table"),t=E.createElement("tr"),n=E.createElement("div"),e.style.cssText="position:absolute;left:-11111px",t.style.height="1px",n.style.height="9px",re.appendChild(e).appendChild(t).appendChild(n),r=C.getComputedStyle(t),a=3<parseInt(r.height),re.removeChild(e)),a}}))}();var _e=["Webkit","Moz","ms"],ze=E.createElement("div").style,Ue={};function Xe(e){var t=S.cssProps[e]||Ue[e];return t||(e in ze?e:Ue[e]=function(e){var t=e[0].toUpperCase()+e.slice(1),n=_e.length;while(n--)if((e=_e[n]+t)in ze)return e}(e)||e)}var Ve=/^(none|table(?!-c[ea]).+)/,Ge=/^--/,Ye={position:"absolute",visibility:"hidden",display:"block"},Qe={letterSpacing:"0",fontWeight:"400"};function Je(e,t,n){var r=te.exec(t);return r?Math.max(0,r[2]-(n||0))+(r[3]||"px"):t}function Ke(e,t,n,r,i,o){var a="width"===t?1:0,s=0,u=0;if(n===(r?"border":"content"))return 0;for(;a<4;a+=2)"margin"===n&&(u+=S.css(e,n+ne[a],!0,i)),r?("content"===n&&(u-=S.css(e,"padding"+ne[a],!0,i)),"margin"!==n&&(u-=S.css(e,"border"+ne[a]+"Width",!0,i))):(u+=S.css(e,"padding"+ne[a],!0,i),"padding"!==n?u+=S.css(e,"border"+ne[a]+"Width",!0,i):s+=S.css(e,"border"+ne[a]+"Width",!0,i));return!r&&0<=o&&(u+=Math.max(0,Math.ceil(e["offset"+t[0].toUpperCase()+t.slice(1)]-o-u-s-.5))||0),u}function Ze(e,t,n){var r=Ie(e),i=(!y.boxSizingReliable()||n)&&"border-box"===S.css(e,"boxSizing",!1,r),o=i,a=Be(e,t,r),s="offset"+t[0].toUpperCase()+t.slice(1);if(Me.test(a)){if(!n)return a;a="auto"}return(!y.boxSizingReliable()&&i||!y.reliableTrDimensions()&&A(e,"tr")||"auto"===a||!parseFloat(a)&&"inline"===S.css(e,"display",!1,r))&&e.getClientRects().length&&(i="border-box"===S.css(e,"boxSizing",!1,r),(o=s in e)&&(a=e[s])),(a=parseFloat(a)||0)+Ke(e,t,n||(i?"border":"content"),o,r,a)+"px"}function et(e,t,n,r,i){return new et.prototype.init(e,t,n,r,i)}S.extend({cssHooks:{opacity:{get:function(e,t){if(t){var n=Be(e,"opacity");return""===n?"1":n}}}},cssNumber:{animationIterationCount:!0,columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,gridArea:!0,gridColumn:!0,gridColumnEnd:!0,gridColumnStart:!0,gridRow:!0,gridRowEnd:!0,gridRowStart:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{},style:function(e,t,n,r){if(e&&3!==e.nodeType&&8!==e.nodeType&&e.style){var i,o,a,s=X(t),u=Ge.test(t),l=e.style;if(u||(t=Xe(s)),a=S.cssHooks[t]||S.cssHooks[s],void 0===n)return a&&"get"in a&&void 0!==(i=a.get(e,!1,r))?i:l[t];"string"===(o=typeof n)&&(i=te.exec(n))&&i[1]&&(n=se(e,t,i),o="number"),null!=n&&n==n&&("number"!==o||u||(n+=i&&i[3]||(S.cssNumber[s]?"":"px")),y.clearCloneStyle||""!==n||0!==t.indexOf("background")||(l[t]="inherit"),a&&"set"in a&&void 0===(n=a.set(e,n,r))||(u?l.setProperty(t,n):l[t]=n))}},css:function(e,t,n,r){var i,o,a,s=X(t);return Ge.test(t)||(t=Xe(s)),(a=S.cssHooks[t]||S.cssHooks[s])&&"get"in a&&(i=a.get(e,!0,n)),void 0===i&&(i=Be(e,t,r)),"normal"===i&&t in Qe&&(i=Qe[t]),""===n||n?(o=parseFloat(i),!0===n||isFinite(o)?o||0:i):i}}),S.each(["height","width"],function(e,u){S.cssHooks[u]={get:function(e,t,n){if(t)return!Ve.test(S.css(e,"display"))||e.getClientRects().length&&e.getBoundingClientRect().width?Ze(e,u,n):We(e,Ye,function(){return Ze(e,u,n)})},set:function(e,t,n){var r,i=Ie(e),o=!y.scrollboxSize()&&"absolute"===i.position,a=(o||n)&&"border-box"===S.css(e,"boxSizing",!1,i),s=n?Ke(e,u,n,a,i):0;return a&&o&&(s-=Math.ceil(e["offset"+u[0].toUpperCase()+u.slice(1)]-parseFloat(i[u])-Ke(e,u,"border",!1,i)-.5)),s&&(r=te.exec(t))&&"px"!==(r[3]||"px")&&(e.style[u]=t,t=S.css(e,u)),Je(0,t,s)}}}),S.cssHooks.marginLeft=$e(y.reliableMarginLeft,function(e,t){if(t)return(parseFloat(Be(e,"marginLeft"))||e.getBoundingClientRect().left-We(e,{marginLeft:0},function(){return e.getBoundingClientRect().left}))+"px"}),S.each({margin:"",padding:"",border:"Width"},function(i,o){S.cssHooks[i+o]={expand:function(e){for(var t=0,n={},r="string"==typeof e?e.split(" "):[e];t<4;t++)n[i+ne[t]+o]=r[t]||r[t-2]||r[0];return n}},"margin"!==i&&(S.cssHooks[i+o].set=Je)}),S.fn.extend({css:function(e,t){return $(this,function(e,t,n){var r,i,o={},a=0;if(Array.isArray(t)){for(r=Ie(e),i=t.length;a<i;a++)o[t[a]]=S.css(e,t[a],!1,r);return o}return void 0!==n?S.style(e,t,n):S.css(e,t)},e,t,1<arguments.length)}}),((S.Tween=et).prototype={constructor:et,init:function(e,t,n,r,i,o){this.elem=e,this.prop=n,this.easing=i||S.easing._default,this.options=t,this.start=this.now=this.cur(),this.end=r,this.unit=o||(S.cssNumber[n]?"":"px")},cur:function(){var e=et.propHooks[this.prop];return e&&e.get?e.get(this):et.propHooks._default.get(this)},run:function(e){var t,n=et.propHooks[this.prop];return this.options.duration?this.pos=t=S.easing[this.easing](e,this.options.duration*e,0,1,this.options.duration):this.pos=t=e,this.now=(this.end-this.start)*t+this.start,this.options.step&&this.options.step.call(this.elem,this.now,this),n&&n.set?n.set(this):et.propHooks._default.set(this),this}}).init.prototype=et.prototype,(et.propHooks={_default:{get:function(e){var t;return 1!==e.elem.nodeType||null!=e.elem[e.prop]&&null==e.elem.style[e.prop]?e.elem[e.prop]:(t=S.css(e.elem,e.prop,""))&&"auto"!==t?t:0},set:function(e){S.fx.step[e.prop]?S.fx.step[e.prop](e):1!==e.elem.nodeType||!S.cssHooks[e.prop]&&null==e.elem.style[Xe(e.prop)]?e.elem[e.prop]=e.now:S.style(e.elem,e.prop,e.now+e.unit)}}}).scrollTop=et.propHooks.scrollLeft={set:function(e){e.elem.nodeType&&e.elem.parentNode&&(e.elem[e.prop]=e.now)}},S.easing={linear:function(e){return e},swing:function(e){return.5-Math.cos(e*Math.PI)/2},_default:"swing"},S.fx=et.prototype.init,S.fx.step={};var tt,nt,rt,it,ot=/^(?:toggle|show|hide)$/,at=/queueHooks$/;function st(){nt&&(!1===E.hidden&&C.requestAnimationFrame?C.requestAnimationFrame(st):C.setTimeout(st,S.fx.interval),S.fx.tick())}function ut(){return C.setTimeout(function(){tt=void 0}),tt=Date.now()}function lt(e,t){var n,r=0,i={height:e};for(t=t?1:0;r<4;r+=2-t)i["margin"+(n=ne[r])]=i["padding"+n]=e;return t&&(i.opacity=i.width=e),i}function ct(e,t,n){for(var r,i=(ft.tweeners[t]||[]).concat(ft.tweeners["*"]),o=0,a=i.length;o<a;o++)if(r=i[o].call(n,t,e))return r}function ft(o,e,t){var n,a,r=0,i=ft.prefilters.length,s=S.Deferred().always(function(){delete u.elem}),u=function(){if(a)return!1;for(var e=tt||ut(),t=Math.max(0,l.startTime+l.duration-e),n=1-(t/l.duration||0),r=0,i=l.tweens.length;r<i;r++)l.tweens[r].run(n);return s.notifyWith(o,[l,n,t]),n<1&&i?t:(i||s.notifyWith(o,[l,1,0]),s.resolveWith(o,[l]),!1)},l=s.promise({elem:o,props:S.extend({},e),opts:S.extend(!0,{specialEasing:{},easing:S.easing._default},t),originalProperties:e,originalOptions:t,startTime:tt||ut(),duration:t.duration,tweens:[],createTween:function(e,t){var n=S.Tween(o,l.opts,e,t,l.opts.specialEasing[e]||l.opts.easing);return l.tweens.push(n),n},stop:function(e){var t=0,n=e?l.tweens.length:0;if(a)return this;for(a=!0;t<n;t++)l.tweens[t].run(1);return e?(s.notifyWith(o,[l,1,0]),s.resolveWith(o,[l,e])):s.rejectWith(o,[l,e]),this}}),c=l.props;for(!function(e,t){var n,r,i,o,a;for(n in e)if(i=t[r=X(n)],o=e[n],Array.isArray(o)&&(i=o[1],o=e[n]=o[0]),n!==r&&(e[r]=o,delete e[n]),(a=S.cssHooks[r])&&"expand"in a)for(n in o=a.expand(o),delete e[r],o)n in e||(e[n]=o[n],t[n]=i);else t[r]=i}(c,l.opts.specialEasing);r<i;r++)if(n=ft.prefilters[r].call(l,o,c,l.opts))return m(n.stop)&&(S._queueHooks(l.elem,l.opts.queue).stop=n.stop.bind(n)),n;return S.map(c,ct,l),m(l.opts.start)&&l.opts.start.call(o,l),l.progress(l.opts.progress).done(l.opts.done,l.opts.complete).fail(l.opts.fail).always(l.opts.always),S.fx.timer(S.extend(u,{elem:o,anim:l,queue:l.opts.queue})),l}S.Animation=S.extend(ft,{tweeners:{"*":[function(e,t){var n=this.createTween(e,t);return se(n.elem,e,te.exec(t),n),n}]},tweener:function(e,t){m(e)?(t=e,e=["*"]):e=e.match(P);for(var n,r=0,i=e.length;r<i;r++)n=e[r],ft.tweeners[n]=ft.tweeners[n]||[],ft.tweeners[n].unshift(t)},prefilters:[function(e,t,n){var r,i,o,a,s,u,l,c,f="width"in t||"height"in t,p=this,d={},h=e.style,g=e.nodeType&&ae(e),v=Y.get(e,"fxshow");for(r in n.queue||(null==(a=S._queueHooks(e,"fx")).unqueued&&(a.unqueued=0,s=a.empty.fire,a.empty.fire=function(){a.unqueued||s()}),a.unqueued++,p.always(function(){p.always(function(){a.unqueued--,S.queue(e,"fx").length||a.empty.fire()})})),t)if(i=t[r],ot.test(i)){if(delete t[r],o=o||"toggle"===i,i===(g?"hide":"show")){if("show"!==i||!v||void 0===v[r])continue;g=!0}d[r]=v&&v[r]||S.style(e,r)}if((u=!S.isEmptyObject(t))||!S.isEmptyObject(d))for(r in f&&1===e.nodeType&&(n.overflow=[h.overflow,h.overflowX,h.overflowY],null==(l=v&&v.display)&&(l=Y.get(e,"display")),"none"===(c=S.css(e,"display"))&&(l?c=l:(le([e],!0),l=e.style.display||l,c=S.css(e,"display"),le([e]))),("inline"===c||"inline-block"===c&&null!=l)&&"none"===S.css(e,"float")&&(u||(p.done(function(){h.display=l}),null==l&&(c=h.display,l="none"===c?"":c)),h.display="inline-block")),n.overflow&&(h.overflow="hidden",p.always(function(){h.overflow=n.overflow[0],h.overflowX=n.overflow[1],h.overflowY=n.overflow[2]})),u=!1,d)u||(v?"hidden"in v&&(g=v.hidden):v=Y.access(e,"fxshow",{display:l}),o&&(v.hidden=!g),g&&le([e],!0),p.done(function(){for(r in g||le([e]),Y.remove(e,"fxshow"),d)S.style(e,r,d[r])})),u=ct(g?v[r]:0,r,p),r in v||(v[r]=u.start,g&&(u.end=u.start,u.start=0))}],prefilter:function(e,t){t?ft.prefilters.unshift(e):ft.prefilters.push(e)}}),S.speed=function(e,t,n){var r=e&&"object"==typeof e?S.extend({},e):{complete:n||!n&&t||m(e)&&e,duration:e,easing:n&&t||t&&!m(t)&&t};return S.fx.off?r.duration=0:"number"!=typeof r.duration&&(r.duration in S.fx.speeds?r.duration=S.fx.speeds[r.duration]:r.duration=S.fx.speeds._default),null!=r.queue&&!0!==r.queue||(r.queue="fx"),r.old=r.complete,r.complete=function(){m(r.old)&&r.old.call(this),r.queue&&S.dequeue(this,r.queue)},r},S.fn.extend({fadeTo:function(e,t,n,r){return this.filter(ae).css("opacity",0).show().end().animate({opacity:t},e,n,r)},animate:function(t,e,n,r){var i=S.isEmptyObject(t),o=S.speed(e,n,r),a=function(){var e=ft(this,S.extend({},t),o);(i||Y.get(this,"finish"))&&e.stop(!0)};return a.finish=a,i||!1===o.queue?this.each(a):this.queue(o.queue,a)},stop:function(i,e,o){var a=function(e){var t=e.stop;delete e.stop,t(o)};return"string"!=typeof i&&(o=e,e=i,i=void 0),e&&this.queue(i||"fx",[]),this.each(function(){var e=!0,t=null!=i&&i+"queueHooks",n=S.timers,r=Y.get(this);if(t)r[t]&&r[t].stop&&a(r[t]);else for(t in r)r[t]&&r[t].stop&&at.test(t)&&a(r[t]);for(t=n.length;t--;)n[t].elem!==this||null!=i&&n[t].queue!==i||(n[t].anim.stop(o),e=!1,n.splice(t,1));!e&&o||S.dequeue(this,i)})},finish:function(a){return!1!==a&&(a=a||"fx"),this.each(function(){var e,t=Y.get(this),n=t[a+"queue"],r=t[a+"queueHooks"],i=S.timers,o=n?n.length:0;for(t.finish=!0,S.queue(this,a,[]),r&&r.stop&&r.stop.call(this,!0),e=i.length;e--;)i[e].elem===this&&i[e].queue===a&&(i[e].anim.stop(!0),i.splice(e,1));for(e=0;e<o;e++)n[e]&&n[e].finish&&n[e].finish.call(this);delete t.finish})}}),S.each(["toggle","show","hide"],function(e,r){var i=S.fn[r];S.fn[r]=function(e,t,n){return null==e||"boolean"==typeof e?i.apply(this,arguments):this.animate(lt(r,!0),e,t,n)}}),S.each({slideDown:lt("show"),slideUp:lt("hide"),slideToggle:lt("toggle"),fadeIn:{opacity:"show"},fadeOut:{opacity:"hide"},fadeToggle:{opacity:"toggle"}},function(e,r){S.fn[e]=function(e,t,n){return this.animate(r,e,t,n)}}),S.timers=[],S.fx.tick=function(){var e,t=0,n=S.timers;for(tt=Date.now();t<n.length;t++)(e=n[t])()||n[t]!==e||n.splice(t--,1);n.length||S.fx.stop(),tt=void 0},S.fx.timer=function(e){S.timers.push(e),S.fx.start()},S.fx.interval=13,S.fx.start=function(){nt||(nt=!0,st())},S.fx.stop=function(){nt=null},S.fx.speeds={slow:600,fast:200,_default:400},S.fn.delay=function(r,e){return r=S.fx&&S.fx.speeds[r]||r,e=e||"fx",this.queue(e,function(e,t){var n=C.setTimeout(e,r);t.stop=function(){C.clearTimeout(n)}})},rt=E.createElement("input"),it=E.createElement("select").appendChild(E.createElement("option")),rt.type="checkbox",y.checkOn=""!==rt.value,y.optSelected=it.selected,(rt=E.createElement("input")).value="t",rt.type="radio",y.radioValue="t"===rt.value;var pt,dt=S.expr.attrHandle;S.fn.extend({attr:function(e,t){return $(this,S.attr,e,t,1<arguments.length)},removeAttr:function(e){return this.each(function(){S.removeAttr(this,e)})}}),S.extend({attr:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&&8!==o&&2!==o)return"undefined"==typeof e.getAttribute?S.prop(e,t,n):(1===o&&S.isXMLDoc(e)||(i=S.attrHooks[t.toLowerCase()]||(S.expr.match.bool.test(t)?pt:void 0)),void 0!==n?null===n?void S.removeAttr(e,t):i&&"set"in i&&void 0!==(r=i.set(e,n,t))?r:(e.setAttribute(t,n+""),n):i&&"get"in i&&null!==(r=i.get(e,t))?r:null==(r=S.find.attr(e,t))?void 0:r)},attrHooks:{type:{set:function(e,t){if(!y.radioValue&&"radio"===t&&A(e,"input")){var n=e.value;return e.setAttribute("type",t),n&&(e.value=n),t}}}},removeAttr:function(e,t){var n,r=0,i=t&&t.match(P);if(i&&1===e.nodeType)while(n=i[r++])e.removeAttribute(n)}}),pt={set:function(e,t,n){return!1===t?S.removeAttr(e,n):e.setAttribute(n,n),n}},S.each(S.expr.match.bool.source.match(/\w+/g),function(e,t){var a=dt[t]||S.find.attr;dt[t]=function(e,t,n){var r,i,o=t.toLowerCase();return n||(i=dt[o],dt[o]=r,r=null!=a(e,t,n)?o:null,dt[o]=i),r}});var ht=/^(?:input|select|textarea|button)$/i,gt=/^(?:a|area)$/i;function vt(e){return(e.match(P)||[]).join(" ")}function yt(e){return e.getAttribute&&e.getAttribute("class")||""}function mt(e){return Array.isArray(e)?e:"string"==typeof e&&e.match(P)||[]}S.fn.extend({prop:function(e,t){return $(this,S.prop,e,t,1<arguments.length)},removeProp:function(e){return this.each(function(){delete this[S.propFix[e]||e]})}}),S.extend({prop:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&&8!==o&&2!==o)return 1===o&&S.isXMLDoc(e)||(t=S.propFix[t]||t,i=S.propHooks[t]),void 0!==n?i&&"set"in i&&void 0!==(r=i.set(e,n,t))?r:e[t]=n:i&&"get"in i&&null!==(r=i.get(e,t))?r:e[t]},propHooks:{tabIndex:{get:function(e){var t=S.find.attr(e,"tabindex");return t?parseInt(t,10):ht.test(e.nodeName)||gt.test(e.nodeName)&&e.href?0:-1}}},propFix:{"for":"htmlFor","class":"className"}}),y.optSelected||(S.propHooks.selected={get:function(e){var t=e.parentNode;return t&&t.parentNode&&t.parentNode.selectedIndex,null},set:function(e){var t=e.parentNode;t&&(t.selectedIndex,t.parentNode&&t.parentNode.selectedIndex)}}),S.each(["tabIndex","readOnly","maxLength","cellSpacing","cellPadding","rowSpan","colSpan","useMap","frameBorder","contentEditable"],function(){S.propFix[this.toLowerCase()]=this}),S.fn.extend({addClass:function(t){var e,n,r,i,o,a,s,u=0;if(m(t))return this.each(function(e){S(this).addClass(t.call(this,e,yt(this)))});if((e=mt(t)).length)while(n=this[u++])if(i=yt(n),r=1===n.nodeType&&" "+vt(i)+" "){a=0;while(o=e[a++])r.indexOf(" "+o+" ")<0&&(r+=o+" ");i!==(s=vt(r))&&n.setAttribute("class",s)}return this},removeClass:function(t){var e,n,r,i,o,a,s,u=0;if(m(t))return this.each(function(e){S(this).removeClass(t.call(this,e,yt(this)))});if(!arguments.length)return this.attr("class","");if((e=mt(t)).length)while(n=this[u++])if(i=yt(n),r=1===n.nodeType&&" "+vt(i)+" "){a=0;while(o=e[a++])while(-1<r.indexOf(" "+o+" "))r=r.replace(" "+o+" "," ");i!==(s=vt(r))&&n.setAttribute("class",s)}return this},toggleClass:function(i,t){var o=typeof i,a="string"===o||Array.isArray(i);return"boolean"==typeof t&&a?t?this.addClass(i):this.removeClass(i):m(i)?this.each(function(e){S(this).toggleClass(i.call(this,e,yt(this),t),t)}):this.each(function(){var e,t,n,r;if(a){t=0,n=S(this),r=mt(i);while(e=r[t++])n.hasClass(e)?n.removeClass(e):n.addClass(e)}else void 0!==i&&"boolean"!==o||((e=yt(this))&&Y.set(this,"__className__",e),this.setAttribute&&this.setAttribute("class",e||!1===i?"":Y.get(this,"__className__")||""))})},hasClass:function(e){var t,n,r=0;t=" "+e+" ";while(n=this[r++])if(1===n.nodeType&&-1<(" "+vt(yt(n))+" ").indexOf(t))return!0;return!1}});var xt=/\r/g;S.fn.extend({val:function(n){var r,e,i,t=this[0];return arguments.length?(i=m(n),this.each(function(e){var t;1===this.nodeType&&(null==(t=i?n.call(this,e,S(this).val()):n)?t="":"number"==typeof t?t+="":Array.isArray(t)&&(t=S.map(t,function(e){return null==e?"":e+""})),(r=S.valHooks[this.type]||S.valHooks[this.nodeName.toLowerCase()])&&"set"in r&&void 0!==r.set(this,t,"value")||(this.value=t))})):t?(r=S.valHooks[t.type]||S.valHooks[t.nodeName.toLowerCase()])&&"get"in r&&void 0!==(e=r.get(t,"value"))?e:"string"==typeof(e=t.value)?e.replace(xt,""):null==e?"":e:void 0}}),S.extend({valHooks:{option:{get:function(e){var t=S.find.attr(e,"value");return null!=t?t:vt(S.text(e))}},select:{get:function(e){var t,n,r,i=e.options,o=e.selectedIndex,a="select-one"===e.type,s=a?null:[],u=a?o+1:i.length;for(r=o<0?u:a?o:0;r<u;r++)if(((n=i[r]).selected||r===o)&&!n.disabled&&(!n.parentNode.disabled||!A(n.parentNode,"optgroup"))){if(t=S(n).val(),a)return t;s.push(t)}return s},set:function(e,t){var n,r,i=e.options,o=S.makeArray(t),a=i.length;while(a--)((r=i[a]).selected=-1<S.inArray(S.valHooks.option.get(r),o))&&(n=!0);return n||(e.selectedIndex=-1),o}}}}),S.each(["radio","checkbox"],function(){S.valHooks[this]={set:function(e,t){if(Array.isArray(t))return e.checked=-1<S.inArray(S(e).val(),t)}},y.checkOn||(S.valHooks[this].get=function(e){return null===e.getAttribute("value")?"on":e.value})}),y.focusin="onfocusin"in C;var bt=/^(?:focusinfocus|focusoutblur)$/,wt=function(e){e.stopPropagation()};S.extend(S.event,{trigger:function(e,t,n,r){var i,o,a,s,u,l,c,f,p=[n||E],d=v.call(e,"type")?e.type:e,h=v.call(e,"namespace")?e.namespace.split("."):[];if(o=f=a=n=n||E,3!==n.nodeType&&8!==n.nodeType&&!bt.test(d+S.event.triggered)&&(-1<d.indexOf(".")&&(d=(h=d.split(".")).shift(),h.sort()),u=d.indexOf(":")<0&&"on"+d,(e=e[S.expando]?e:new S.Event(d,"object"==typeof e&&e)).isTrigger=r?2:3,e.namespace=h.join("."),e.rnamespace=e.namespace?new RegExp("(^|\\.)"+h.join("\\.(?:.*\\.|)")+"(\\.|$)"):null,e.result=void 0,e.target||(e.target=n),t=null==t?[e]:S.makeArray(t,[e]),c=S.event.special[d]||{},r||!c.trigger||!1!==c.trigger.apply(n,t))){if(!r&&!c.noBubble&&!x(n)){for(s=c.delegateType||d,bt.test(s+d)||(o=o.parentNode);o;o=o.parentNode)p.push(o),a=o;a===(n.ownerDocument||E)&&p.push(a.defaultView||a.parentWindow||C)}i=0;while((o=p[i++])&&!e.isPropagationStopped())f=o,e.type=1<i?s:c.bindType||d,(l=(Y.get(o,"events")||Object.create(null))[e.type]&&Y.get(o,"handle"))&&l.apply(o,t),(l=u&&o[u])&&l.apply&&V(o)&&(e.result=l.apply(o,t),!1===e.result&&e.preventDefault());return e.type=d,r||e.isDefaultPrevented()||c._default&&!1!==c._default.apply(p.pop(),t)||!V(n)||u&&m(n[d])&&!x(n)&&((a=n[u])&&(n[u]=null),S.event.triggered=d,e.isPropagationStopped()&&f.addEventListener(d,wt),n[d](),e.isPropagationStopped()&&f.removeEventListener(d,wt),S.event.triggered=void 0,a&&(n[u]=a)),e.result}},simulate:function(e,t,n){var r=S.extend(new S.Event,n,{type:e,isSimulated:!0});S.event.trigger(r,null,t)}}),S.fn.extend({trigger:function(e,t){return this.each(function(){S.event.trigger(e,t,this)})},triggerHandler:function(e,t){var n=this[0];if(n)return S.event.trigger(e,t,n,!0)}}),y.focusin||S.each({focus:"focusin",blur:"focusout"},function(n,r){var i=function(e){S.event.simulate(r,e.target,S.event.fix(e))};S.event.special[r]={setup:function(){var e=this.ownerDocument||this.document||this,t=Y.access(e,r);t||e.addEventListener(n,i,!0),Y.access(e,r,(t||0)+1)},teardown:function(){var e=this.ownerDocument||this.document||this,t=Y.access(e,r)-1;t?Y.access(e,r,t):(e.removeEventListener(n,i,!0),Y.remove(e,r))}}});var Tt=C.location,Ct={guid:Date.now()},Et=/\?/;S.parseXML=function(e){var t;if(!e||"string"!=typeof e)return null;try{t=(new C.DOMParser).parseFromString(e,"text/xml")}catch(e){t=void 0}return t&&!t.getElementsByTagName("parsererror").length||S.error("Invalid XML: "+e),t};var St=/\[\]$/,kt=/\r?\n/g,At=/^(?:submit|button|image|reset|file)$/i,Nt=/^(?:input|select|textarea|keygen)/i;function Dt(n,e,r,i){var t;if(Array.isArray(e))S.each(e,function(e,t){r||St.test(n)?i(n,t):Dt(n+"["+("object"==typeof t&&null!=t?e:"")+"]",t,r,i)});else if(r||"object"!==w(e))i(n,e);else for(t in e)Dt(n+"["+t+"]",e[t],r,i)}S.param=function(e,t){var n,r=[],i=function(e,t){var n=m(t)?t():t;r[r.length]=encodeURIComponent(e)+"="+encodeURIComponent(null==n?"":n)};if(null==e)return"";if(Array.isArray(e)||e.jquery&&!S.isPlainObject(e))S.each(e,function(){i(this.name,this.value)});else for(n in e)Dt(n,e[n],t,i);return r.join("&")},S.fn.extend({serialize:function(){return S.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var e=S.prop(this,"elements");return e?S.makeArray(e):this}).filter(function(){var e=this.type;return this.name&&!S(this).is(":disabled")&&Nt.test(this.nodeName)&&!At.test(e)&&(this.checked||!pe.test(e))}).map(function(e,t){var n=S(this).val();return null==n?null:Array.isArray(n)?S.map(n,function(e){return{name:t.name,value:e.replace(kt,"\r\n")}}):{name:t.name,value:n.replace(kt,"\r\n")}}).get()}});var jt=/%20/g,qt=/#.*$/,Lt=/([?&])_=[^&]*/,Ht=/^(.*?):[ \t]*([^\r\n]*)$/gm,Ot=/^(?:GET|HEAD)$/,Pt=/^\/\//,Rt={},Mt={},It="*/".concat("*"),Wt=E.createElement("a");function Ft(o){return function(e,t){"string"!=typeof e&&(t=e,e="*");var n,r=0,i=e.toLowerCase().match(P)||[];if(m(t))while(n=i[r++])"+"===n[0]?(n=n.slice(1)||"*",(o[n]=o[n]||[]).unshift(t)):(o[n]=o[n]||[]).push(t)}}function Bt(t,i,o,a){var s={},u=t===Mt;function l(e){var r;return s[e]=!0,S.each(t[e]||[],function(e,t){var n=t(i,o,a);return"string"!=typeof n||u||s[n]?u?!(r=n):void 0:(i.dataTypes.unshift(n),l(n),!1)}),r}return l(i.dataTypes[0])||!s["*"]&&l("*")}function $t(e,t){var n,r,i=S.ajaxSettings.flatOptions||{};for(n in t)void 0!==t[n]&&((i[n]?e:r||(r={}))[n]=t[n]);return r&&S.extend(!0,e,r),e}Wt.href=Tt.href,S.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:Tt.href,type:"GET",isLocal:/^(?:about|app|app-storage|.+-extension|file|res|widget):$/.test(Tt.protocol),global:!0,processData:!0,async:!0,contentType:"application/x-www-form-urlencoded; charset=UTF-8",accepts:{"*":It,text:"text/plain",html:"text/html",xml:"application/xml, text/xml",json:"application/json, text/javascript"},contents:{xml:/\bxml\b/,html:/\bhtml/,json:/\bjson\b/},responseFields:{xml:"responseXML",text:"responseText",json:"responseJSON"},converters:{"* text":String,"text html":!0,"text json":JSON.parse,"text xml":S.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(e,t){return t?$t($t(e,S.ajaxSettings),t):$t(S.ajaxSettings,e)},ajaxPrefilter:Ft(Rt),ajaxTransport:Ft(Mt),ajax:function(e,t){"object"==typeof e&&(t=e,e=void 0),t=t||{};var c,f,p,n,d,r,h,g,i,o,v=S.ajaxSetup({},t),y=v.context||v,m=v.context&&(y.nodeType||y.jquery)?S(y):S.event,x=S.Deferred(),b=S.Callbacks("once memory"),w=v.statusCode||{},a={},s={},u="canceled",T={readyState:0,getResponseHeader:function(e){var t;if(h){if(!n){n={};while(t=Ht.exec(p))n[t[1].toLowerCase()+" "]=(n[t[1].toLowerCase()+" "]||[]).concat(t[2])}t=n[e.toLowerCase()+" "]}return null==t?null:t.join(", ")},getAllResponseHeaders:function(){return h?p:null},setRequestHeader:function(e,t){return null==h&&(e=s[e.toLowerCase()]=s[e.toLowerCase()]||e,a[e]=t),this},overrideMimeType:function(e){return null==h&&(v.mimeType=e),this},statusCode:function(e){var t;if(e)if(h)T.always(e[T.status]);else for(t in e)w[t]=[w[t],e[t]];return this},abort:function(e){var t=e||u;return c&&c.abort(t),l(0,t),this}};if(x.promise(T),v.url=((e||v.url||Tt.href)+"").replace(Pt,Tt.protocol+"//"),v.type=t.method||t.type||v.method||v.type,v.dataTypes=(v.dataType||"*").toLowerCase().match(P)||[""],null==v.crossDomain){r=E.createElement("a");try{r.href=v.url,r.href=r.href,v.crossDomain=Wt.protocol+"//"+Wt.host!=r.protocol+"//"+r.host}catch(e){v.crossDomain=!0}}if(v.data&&v.processData&&"string"!=typeof v.data&&(v.data=S.param(v.data,v.traditional)),Bt(Rt,v,t,T),h)return T;for(i in(g=S.event&&v.global)&&0==S.active++&&S.event.trigger("ajaxStart"),v.type=v.type.toUpperCase(),v.hasContent=!Ot.test(v.type),f=v.url.replace(qt,""),v.hasContent?v.data&&v.processData&&0===(v.contentType||"").indexOf("application/x-www-form-urlencoded")&&(v.data=v.data.replace(jt,"+")):(o=v.url.slice(f.length),v.data&&(v.processData||"string"==typeof v.data)&&(f+=(Et.test(f)?"&":"?")+v.data,delete v.data),!1===v.cache&&(f=f.replace(Lt,"$1"),o=(Et.test(f)?"&":"?")+"_="+Ct.guid+++o),v.url=f+o),v.ifModified&&(S.lastModified[f]&&T.setRequestHeader("If-Modified-Since",S.lastModified[f]),S.etag[f]&&T.setRequestHeader("If-None-Match",S.etag[f])),(v.data&&v.hasContent&&!1!==v.contentType||t.contentType)&&T.setRequestHeader("Content-Type",v.contentType),T.setRequestHeader("Accept",v.dataTypes[0]&&v.accepts[v.dataTypes[0]]?v.accepts[v.dataTypes[0]]+("*"!==v.dataTypes[0]?", "+It+"; q=0.01":""):v.accepts["*"]),v.headers)T.setRequestHeader(i,v.headers[i]);if(v.beforeSend&&(!1===v.beforeSend.call(y,T,v)||h))return T.abort();if(u="abort",b.add(v.complete),T.done(v.success),T.fail(v.error),c=Bt(Mt,v,t,T)){if(T.readyState=1,g&&m.trigger("ajaxSend",[T,v]),h)return T;v.async&&0<v.timeout&&(d=C.setTimeout(function(){T.abort("timeout")},v.timeout));try{h=!1,c.send(a,l)}catch(e){if(h)throw e;l(-1,e)}}else l(-1,"No Transport");function l(e,t,n,r){var i,o,a,s,u,l=t;h||(h=!0,d&&C.clearTimeout(d),c=void 0,p=r||"",T.readyState=0<e?4:0,i=200<=e&&e<300||304===e,n&&(s=function(e,t,n){var r,i,o,a,s=e.contents,u=e.dataTypes;while("*"===u[0])u.shift(),void 0===r&&(r=e.mimeType||t.getResponseHeader("Content-Type"));if(r)for(i in s)if(s[i]&&s[i].test(r)){u.unshift(i);break}if(u[0]in n)o=u[0];else{for(i in n){if(!u[0]||e.converters[i+" "+u[0]]){o=i;break}a||(a=i)}o=o||a}if(o)return o!==u[0]&&u.unshift(o),n[o]}(v,T,n)),!i&&-1<S.inArray("script",v.dataTypes)&&(v.converters["text script"]=function(){}),s=function(e,t,n,r){var i,o,a,s,u,l={},c=e.dataTypes.slice();if(c[1])for(a in e.converters)l[a.toLowerCase()]=e.converters[a];o=c.shift();while(o)if(e.responseFields[o]&&(n[e.responseFields[o]]=t),!u&&r&&e.dataFilter&&(t=e.dataFilter(t,e.dataType)),u=o,o=c.shift())if("*"===o)o=u;else if("*"!==u&&u!==o){if(!(a=l[u+" "+o]||l["* "+o]))for(i in l)if((s=i.split(" "))[1]===o&&(a=l[u+" "+s[0]]||l["* "+s[0]])){!0===a?a=l[i]:!0!==l[i]&&(o=s[0],c.unshift(s[1]));break}if(!0!==a)if(a&&e["throws"])t=a(t);else try{t=a(t)}catch(e){return{state:"parsererror",error:a?e:"No conversion from "+u+" to "+o}}}return{state:"success",data:t}}(v,s,T,i),i?(v.ifModified&&((u=T.getResponseHeader("Last-Modified"))&&(S.lastModified[f]=u),(u=T.getResponseHeader("etag"))&&(S.etag[f]=u)),204===e||"HEAD"===v.type?l="nocontent":304===e?l="notmodified":(l=s.state,o=s.data,i=!(a=s.error))):(a=l,!e&&l||(l="error",e<0&&(e=0))),T.status=e,T.statusText=(t||l)+"",i?x.resolveWith(y,[o,l,T]):x.rejectWith(y,[T,l,a]),T.statusCode(w),w=void 0,g&&m.trigger(i?"ajaxSuccess":"ajaxError",[T,v,i?o:a]),b.fireWith(y,[T,l]),g&&(m.trigger("ajaxComplete",[T,v]),--S.active||S.event.trigger("ajaxStop")))}return T},getJSON:function(e,t,n){return S.get(e,t,n,"json")},getScript:function(e,t){return S.get(e,void 0,t,"script")}}),S.each(["get","post"],function(e,i){S[i]=function(e,t,n,r){return m(t)&&(r=r||n,n=t,t=void 0),S.ajax(S.extend({url:e,type:i,dataType:r,data:t,success:n},S.isPlainObject(e)&&e))}}),S.ajaxPrefilter(function(e){var t;for(t in e.headers)"content-type"===t.toLowerCase()&&(e.contentType=e.headers[t]||"")}),S._evalUrl=function(e,t,n){return S.ajax({url:e,type:"GET",dataType:"script",cache:!0,async:!1,global:!1,converters:{"text script":function(){}},dataFilter:function(e){S.globalEval(e,t,n)}})},S.fn.extend({wrapAll:function(e){var t;return this[0]&&(m(e)&&(e=e.call(this[0])),t=S(e,this[0].ownerDocument).eq(0).clone(!0),this[0].parentNode&&t.insertBefore(this[0]),t.map(function(){var e=this;while(e.firstElementChild)e=e.firstElementChild;return e}).append(this)),this},wrapInner:function(n){return m(n)?this.each(function(e){S(this).wrapInner(n.call(this,e))}):this.each(function(){var e=S(this),t=e.contents();t.length?t.wrapAll(n):e.append(n)})},wrap:function(t){var n=m(t);return this.each(function(e){S(this).wrapAll(n?t.call(this,e):t)})},unwrap:function(e){return this.parent(e).not("body").each(function(){S(this).replaceWith(this.childNodes)}),this}}),S.expr.pseudos.hidden=function(e){return!S.expr.pseudos.visible(e)},S.expr.pseudos.visible=function(e){return!!(e.offsetWidth||e.offsetHeight||e.getClientRects().length)},S.ajaxSettings.xhr=function(){try{return new C.XMLHttpRequest}catch(e){}};var _t={0:200,1223:204},zt=S.ajaxSettings.xhr();y.cors=!!zt&&"withCredentials"in zt,y.ajax=zt=!!zt,S.ajaxTransport(function(i){var o,a;if(y.cors||zt&&!i.crossDomain)return{send:function(e,t){var n,r=i.xhr();if(r.open(i.type,i.url,i.async,i.username,i.password),i.xhrFields)for(n in i.xhrFields)r[n]=i.xhrFields[n];for(n in i.mimeType&&r.overrideMimeType&&r.overrideMimeType(i.mimeType),i.crossDomain||e["X-Requested-With"]||(e["X-Requested-With"]="XMLHttpRequest"),e)r.setRequestHeader(n,e[n]);o=function(e){return function(){o&&(o=a=r.onload=r.onerror=r.onabort=r.ontimeout=r.onreadystatechange=null,"abort"===e?r.abort():"error"===e?"number"!=typeof r.status?t(0,"error"):t(r.status,r.statusText):t(_t[r.status]||r.status,r.statusText,"text"!==(r.responseType||"text")||"string"!=typeof r.responseText?{binary:r.response}:{text:r.responseText},r.getAllResponseHeaders()))}},r.onload=o(),a=r.onerror=r.ontimeout=o("error"),void 0!==r.onabort?r.onabort=a:r.onreadystatechange=function(){4===r.readyState&&C.setTimeout(function(){o&&a()})},o=o("abort");try{r.send(i.hasContent&&i.data||null)}catch(e){if(o)throw e}},abort:function(){o&&o()}}}),S.ajaxPrefilter(function(e){e.crossDomain&&(e.contents.script=!1)}),S.ajaxSetup({accepts:{script:"text/javascript, application/javascript, application/ecmascript, application/x-ecmascript"},contents:{script:/\b(?:java|ecma)script\b/},converters:{"text script":function(e){return S.globalEval(e),e}}}),S.ajaxPrefilter("script",function(e){void 0===e.cache&&(e.cache=!1),e.crossDomain&&(e.type="GET")}),S.ajaxTransport("script",function(n){var r,i;if(n.crossDomain||n.scriptAttrs)return{send:function(e,t){r=S("<script>").attr(n.scriptAttrs||{}).prop({charset:n.scriptCharset,src:n.url}).on("load error",i=function(e){r.remove(),i=null,e&&t("error"===e.type?404:200,e.type)}),E.head.appendChild(r[0])},abort:function(){i&&i()}}});var Ut,Xt=[],Vt=/(=)\?(?=&|$)|\?\?/;S.ajaxSetup({jsonp:"callback",jsonpCallback:function(){var e=Xt.pop()||S.expando+"_"+Ct.guid++;return this[e]=!0,e}}),S.ajaxPrefilter("json jsonp",function(e,t,n){var r,i,o,a=!1!==e.jsonp&&(Vt.test(e.url)?"url":"string"==typeof e.data&&0===(e.contentType||"").indexOf("application/x-www-form-urlencoded")&&Vt.test(e.data)&&"data");if(a||"jsonp"===e.dataTypes[0])return r=e.jsonpCallback=m(e.jsonpCallback)?e.jsonpCallback():e.jsonpCallback,a?e[a]=e[a].replace(Vt,"$1"+r):!1!==e.jsonp&&(e.url+=(Et.test(e.url)?"&":"?")+e.jsonp+"="+r),e.converters["script json"]=function(){return o||S.error(r+" was not called"),o[0]},e.dataTypes[0]="json",i=C[r],C[r]=function(){o=arguments},n.always(function(){void 0===i?S(C).removeProp(r):C[r]=i,e[r]&&(e.jsonpCallback=t.jsonpCallback,Xt.push(r)),o&&m(i)&&i(o[0]),o=i=void 0}),"script"}),y.createHTMLDocument=((Ut=E.implementation.createHTMLDocument("").body).innerHTML="<form></form><form></form>",2===Ut.childNodes.length),S.parseHTML=function(e,t,n){return"string"!=typeof e?[]:("boolean"==typeof t&&(n=t,t=!1),t||(y.createHTMLDocument?((r=(t=E.implementation.createHTMLDocument("")).createElement("base")).href=E.location.href,t.head.appendChild(r)):t=E),o=!n&&[],(i=N.exec(e))?[t.createElement(i[1])]:(i=xe([e],t,o),o&&o.length&&S(o).remove(),S.merge([],i.childNodes)));var r,i,o},S.fn.load=function(e,t,n){var r,i,o,a=this,s=e.indexOf(" ");return-1<s&&(r=vt(e.slice(s)),e=e.slice(0,s)),m(t)?(n=t,t=void 0):t&&"object"==typeof t&&(i="POST"),0<a.length&&S.ajax({url:e,type:i||"GET",dataType:"html",data:t}).done(function(e){o=arguments,a.html(r?S("<div>").append(S.parseHTML(e)).find(r):e)}).always(n&&function(e,t){a.each(function(){n.apply(this,o||[e.responseText,t,e])})}),this},S.expr.pseudos.animated=function(t){return S.grep(S.timers,function(e){return t===e.elem}).length},S.offset={setOffset:function(e,t,n){var r,i,o,a,s,u,l=S.css(e,"position"),c=S(e),f={};"static"===l&&(e.style.position="relative"),s=c.offset(),o=S.css(e,"top"),u=S.css(e,"left"),("absolute"===l||"fixed"===l)&&-1<(o+u).indexOf("auto")?(a=(r=c.position()).top,i=r.left):(a=parseFloat(o)||0,i=parseFloat(u)||0),m(t)&&(t=t.call(e,n,S.extend({},s))),null!=t.top&&(f.top=t.top-s.top+a),null!=t.left&&(f.left=t.left-s.left+i),"using"in t?t.using.call(e,f):("number"==typeof f.top&&(f.top+="px"),"number"==typeof f.left&&(f.left+="px"),c.css(f))}},S.fn.extend({offset:function(t){if(arguments.length)return void 0===t?this:this.each(function(e){S.offset.setOffset(this,t,e)});var e,n,r=this[0];return r?r.getClientRects().length?(e=r.getBoundingClientRect(),n=r.ownerDocument.defaultView,{top:e.top+n.pageYOffset,left:e.left+n.pageXOffset}):{top:0,left:0}:void 0},position:function(){if(this[0]){var e,t,n,r=this[0],i={top:0,left:0};if("fixed"===S.css(r,"position"))t=r.getBoundingClientRect();else{t=this.offset(),n=r.ownerDocument,e=r.offsetParent||n.documentElement;while(e&&(e===n.body||e===n.documentElement)&&"static"===S.css(e,"position"))e=e.parentNode;e&&e!==r&&1===e.nodeType&&((i=S(e).offset()).top+=S.css(e,"borderTopWidth",!0),i.left+=S.css(e,"borderLeftWidth",!0))}return{top:t.top-i.top-S.css(r,"marginTop",!0),left:t.left-i.left-S.css(r,"marginLeft",!0)}}},offsetParent:function(){return this.map(function(){var e=this.offsetParent;while(e&&"static"===S.css(e,"position"))e=e.offsetParent;return e||re})}}),S.each({scrollLeft:"pageXOffset",scrollTop:"pageYOffset"},function(t,i){var o="pageYOffset"===i;S.fn[t]=function(e){return $(this,function(e,t,n){var r;if(x(e)?r=e:9===e.nodeType&&(r=e.defaultView),void 0===n)return r?r[i]:e[t];r?r.scrollTo(o?r.pageXOffset:n,o?n:r.pageYOffset):e[t]=n},t,e,arguments.length)}}),S.each(["top","left"],function(e,n){S.cssHooks[n]=$e(y.pixelPosition,function(e,t){if(t)return t=Be(e,n),Me.test(t)?S(e).position()[n]+"px":t})}),S.each({Height:"height",Width:"width"},function(a,s){S.each({padding:"inner"+a,content:s,"":"outer"+a},function(r,o){S.fn[o]=function(e,t){var n=arguments.length&&(r||"boolean"!=typeof e),i=r||(!0===e||!0===t?"margin":"border");return $(this,function(e,t,n){var r;return x(e)?0===o.indexOf("outer")?e["inner"+a]:e.document.documentElement["client"+a]:9===e.nodeType?(r=e.documentElement,Math.max(e.body["scroll"+a],r["scroll"+a],e.body["offset"+a],r["offset"+a],r["client"+a])):void 0===n?S.css(e,t,i):S.style(e,t,n,i)},s,n?e:void 0,n)}})}),S.each(["ajaxStart","ajaxStop","ajaxComplete","ajaxError","ajaxSuccess","ajaxSend"],function(e,t){S.fn[t]=function(e){return this.on(t,e)}}),S.fn.extend({bind:function(e,t,n){return this.on(e,null,t,n)},unbind:function(e,t){return this.off(e,null,t)},delegate:function(e,t,n,r){return this.on(t,e,n,r)},undelegate:function(e,t,n){return 1===arguments.length?this.off(e,"**"):this.off(t,e||"**",n)},hover:function(e,t){return this.mouseenter(e).mouseleave(t||e)}}),S.each("blur focus focusin focusout resize scroll click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup contextmenu".split(" "),function(e,n){S.fn[n]=function(e,t){return 0<arguments.length?this.on(n,null,e,t):this.trigger(n)}});var Gt=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g;S.proxy=function(e,t){var n,r,i;if("string"==typeof t&&(n=e[t],t=e,e=n),m(e))return r=s.call(arguments,2),(i=function(){return e.apply(t||this,r.concat(s.call(arguments)))}).guid=e.guid=e.guid||S.guid++,i},S.holdReady=function(e){e?S.readyWait++:S.ready(!0)},S.isArray=Array.isArray,S.parseJSON=JSON.parse,S.nodeName=A,S.isFunction=m,S.isWindow=x,S.camelCase=X,S.type=w,S.now=Date.now,S.isNumeric=function(e){var t=S.type(e);return("number"===t||"string"===t)&&!isNaN(e-parseFloat(e))},S.trim=function(e){return null==e?"":(e+"").replace(Gt,"")},"function"==typeof define&&define.amd&&define("jquery",[],function(){return S});var Yt=C.jQuery,Qt=C.$;return S.noConflict=function(e){return C.$===S&&(C.$=Qt),e&&C.jQuery===S&&(C.jQuery=Yt),S},"undefined"==typeof e&&(C.jQuery=C.$=S),S});
+/*! jQuery v3.6.0 | (c) OpenJS Foundation and other contributors | jquery.org/license */
+!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):function(e){if(!e.document)throw new Error("jQuery requires a window with a document");return t(e)}:t(e)}("undefined"!=typeof window?window:this,function(C,e){"use strict";var t=[],r=Object.getPrototypeOf,s=t.slice,g=t.flat?function(e){return t.flat.call(e)}:function(e){return t.concat.apply([],e)},u=t.push,i=t.indexOf,n={},o=n.toString,v=n.hasOwnProperty,a=v.toString,l=a.call(Object),y={},m=function(e){return"function"==typeof e&&"number"!=typeof e.nodeType&&"function"!=typeof e.item},x=function(e){return null!=e&&e===e.window},E=C.document,c={type:!0,src:!0,nonce:!0,noModule:!0};function b(e,t,n){var r,i,o=(n=n||E).createElement("script");if(o.text=e,t)for(r in c)(i=t[r]||t.getAttribute&&t.getAttribute(r))&&o.setAttribute(r,i);n.head.appendChild(o).parentNode.removeChild(o)}function w(e){return null==e?e+"":"object"==typeof e||"function"==typeof e?n[o.call(e)]||"object":typeof e}var f="3.6.0",S=function(e,t){return new S.fn.init(e,t)};function p(e){var t=!!e&&"length"in e&&e.length,n=w(e);return!m(e)&&!x(e)&&("array"===n||0===t||"number"==typeof t&&0<t&&t-1 in e)}S.fn=S.prototype={jquery:f,constructor:S,length:0,toArray:function(){return s.call(this)},get:function(e){return null==e?s.call(this):e<0?this[e+this.length]:this[e]},pushStack:function(e){var t=S.merge(this.constructor(),e);return t.prevObject=this,t},each:function(e){return S.each(this,e)},map:function(n){return this.pushStack(S.map(this,function(e,t){return n.call(e,t,e)}))},slice:function(){return this.pushStack(s.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},even:function(){return this.pushStack(S.grep(this,function(e,t){return(t+1)%2}))},odd:function(){return this.pushStack(S.grep(this,function(e,t){return t%2}))},eq:function(e){var t=this.length,n=+e+(e<0?t:0);return this.pushStack(0<=n&&n<t?[this[n]]:[])},end:function(){return this.prevObject||this.constructor()},push:u,sort:t.sort,splice:t.splice},S.extend=S.fn.extend=function(){var e,t,n,r,i,o,a=arguments[0]||{},s=1,u=arguments.length,l=!1;for("boolean"==typeof a&&(l=a,a=arguments[s]||{},s++),"object"==typeof a||m(a)||(a={}),s===u&&(a=this,s--);s<u;s++)if(null!=(e=arguments[s]))for(t in e)r=e[t],"__proto__"!==t&&a!==r&&(l&&r&&(S.isPlainObject(r)||(i=Array.isArray(r)))?(n=a[t],o=i&&!Array.isArray(n)?[]:i||S.isPlainObject(n)?n:{},i=!1,a[t]=S.extend(l,o,r)):void 0!==r&&(a[t]=r));return a},S.extend({expando:"jQuery"+(f+Math.random()).replace(/\D/g,""),isReady:!0,error:function(e){throw new Error(e)},noop:function(){},isPlainObject:function(e){var t,n;return!(!e||"[object Object]"!==o.call(e))&&(!(t=r(e))||"function"==typeof(n=v.call(t,"constructor")&&t.constructor)&&a.call(n)===l)},isEmptyObject:function(e){var t;for(t in e)return!1;return!0},globalEval:function(e,t,n){b(e,{nonce:t&&t.nonce},n)},each:function(e,t){var n,r=0;if(p(e)){for(n=e.length;r<n;r++)if(!1===t.call(e[r],r,e[r]))break}else for(r in e)if(!1===t.call(e[r],r,e[r]))break;return e},makeArray:function(e,t){var n=t||[];return null!=e&&(p(Object(e))?S.merge(n,"string"==typeof e?[e]:e):u.call(n,e)),n},inArray:function(e,t,n){return null==t?-1:i.call(t,e,n)},merge:function(e,t){for(var n=+t.length,r=0,i=e.length;r<n;r++)e[i++]=t[r];return e.length=i,e},grep:function(e,t,n){for(var r=[],i=0,o=e.length,a=!n;i<o;i++)!t(e[i],i)!==a&&r.push(e[i]);return r},map:function(e,t,n){var r,i,o=0,a=[];if(p(e))for(r=e.length;o<r;o++)null!=(i=t(e[o],o,n))&&a.push(i);else for(o in e)null!=(i=t(e[o],o,n))&&a.push(i);return g(a)},guid:1,support:y}),"function"==typeof Symbol&&(S.fn[Symbol.iterator]=t[Symbol.iterator]),S.each("Boolean Number String Function Array Date RegExp Object Error Symbol".split(" "),function(e,t){n["[object "+t+"]"]=t.toLowerCase()});var d=function(n){var e,d,b,o,i,h,f,g,w,u,l,T,C,a,E,v,s,c,y,S="sizzle"+1*new Date,p=n.document,k=0,r=0,m=ue(),x=ue(),A=ue(),N=ue(),j=function(e,t){return e===t&&(l=!0),0},D={}.hasOwnProperty,t=[],q=t.pop,L=t.push,H=t.push,O=t.slice,P=function(e,t){for(var n=0,r=e.length;n<r;n++)if(e[n]===t)return n;return-1},R="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",M="[\\x20\\t\\r\\n\\f]",I="(?:\\\\[\\da-fA-F]{1,6}"+M+"?|\\\\[^\\r\\n\\f]|[\\w-]|[^\0-\\x7f])+",W="\\["+M+"*("+I+")(?:"+M+"*([*^$|!~]?=)"+M+"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|("+I+"))|)"+M+"*\\]",F=":("+I+")(?:\\((('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|((?:\\\\.|[^\\\\()[\\]]|"+W+")*)|.*)\\)|)",B=new RegExp(M+"+","g"),$=new RegExp("^"+M+"+|((?:^|[^\\\\])(?:\\\\.)*)"+M+"+$","g"),_=new RegExp("^"+M+"*,"+M+"*"),z=new RegExp("^"+M+"*([>+~]|"+M+")"+M+"*"),U=new RegExp(M+"|>"),X=new RegExp(F),V=new RegExp("^"+I+"$"),G={ID:new RegExp("^#("+I+")"),CLASS:new RegExp("^\\.("+I+")"),TAG:new RegExp("^("+I+"|[*])"),ATTR:new RegExp("^"+W),PSEUDO:new RegExp("^"+F),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+M+"*(even|odd|(([+-]|)(\\d*)n|)"+M+"*(?:([+-]|)"+M+"*(\\d+)|))"+M+"*\\)|)","i"),bool:new RegExp("^(?:"+R+")$","i"),needsContext:new RegExp("^"+M+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+M+"*((?:-\\d)?\\d*)"+M+"*\\)|)(?=[^-]|$)","i")},Y=/HTML$/i,Q=/^(?:input|select|textarea|button)$/i,J=/^h\d$/i,K=/^[^{]+\{\s*\[native \w/,Z=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,ee=/[+~]/,te=new RegExp("\\\\[\\da-fA-F]{1,6}"+M+"?|\\\\([^\\r\\n\\f])","g"),ne=function(e,t){var n="0x"+e.slice(1)-65536;return t||(n<0?String.fromCharCode(n+65536):String.fromCharCode(n>>10|55296,1023&n|56320))},re=/([\0-\x1f\x7f]|^-?\d)|^-$|[^\0-\x1f\x7f-\uFFFF\w-]/g,ie=function(e,t){return t?"\0"===e?"\ufffd":e.slice(0,-1)+"\\"+e.charCodeAt(e.length-1).toString(16)+" ":"\\"+e},oe=function(){T()},ae=be(function(e){return!0===e.disabled&&"fieldset"===e.nodeName.toLowerCase()},{dir:"parentNode",next:"legend"});try{H.apply(t=O.call(p.childNodes),p.childNodes),t[p.childNodes.length].nodeType}catch(e){H={apply:t.length?function(e,t){L.apply(e,O.call(t))}:function(e,t){var n=e.length,r=0;while(e[n++]=t[r++]);e.length=n-1}}}function se(t,e,n,r){var i,o,a,s,u,l,c,f=e&&e.ownerDocument,p=e?e.nodeType:9;if(n=n||[],"string"!=typeof t||!t||1!==p&&9!==p&&11!==p)return n;if(!r&&(T(e),e=e||C,E)){if(11!==p&&(u=Z.exec(t)))if(i=u[1]){if(9===p){if(!(a=e.getElementById(i)))return n;if(a.id===i)return n.push(a),n}else if(f&&(a=f.getElementById(i))&&y(e,a)&&a.id===i)return n.push(a),n}else{if(u[2])return H.apply(n,e.getElementsByTagName(t)),n;if((i=u[3])&&d.getElementsByClassName&&e.getElementsByClassName)return H.apply(n,e.getElementsByClassName(i)),n}if(d.qsa&&!N[t+" "]&&(!v||!v.test(t))&&(1!==p||"object"!==e.nodeName.toLowerCase())){if(c=t,f=e,1===p&&(U.test(t)||z.test(t))){(f=ee.test(t)&&ye(e.parentNode)||e)===e&&d.scope||((s=e.getAttribute("id"))?s=s.replace(re,ie):e.setAttribute("id",s=S)),o=(l=h(t)).length;while(o--)l[o]=(s?"#"+s:":scope")+" "+xe(l[o]);c=l.join(",")}try{return H.apply(n,f.querySelectorAll(c)),n}catch(e){N(t,!0)}finally{s===S&&e.removeAttribute("id")}}}return g(t.replace($,"$1"),e,n,r)}function ue(){var r=[];return function e(t,n){return r.push(t+" ")>b.cacheLength&&delete e[r.shift()],e[t+" "]=n}}function le(e){return e[S]=!0,e}function ce(e){var t=C.createElement("fieldset");try{return!!e(t)}catch(e){return!1}finally{t.parentNode&&t.parentNode.removeChild(t),t=null}}function fe(e,t){var n=e.split("|"),r=n.length;while(r--)b.attrHandle[n[r]]=t}function pe(e,t){var n=t&&e,r=n&&1===e.nodeType&&1===t.nodeType&&e.sourceIndex-t.sourceIndex;if(r)return r;if(n)while(n=n.nextSibling)if(n===t)return-1;return e?1:-1}function de(t){return function(e){return"input"===e.nodeName.toLowerCase()&&e.type===t}}function he(n){return function(e){var t=e.nodeName.toLowerCase();return("input"===t||"button"===t)&&e.type===n}}function ge(t){return function(e){return"form"in e?e.parentNode&&!1===e.disabled?"label"in e?"label"in e.parentNode?e.parentNode.disabled===t:e.disabled===t:e.isDisabled===t||e.isDisabled!==!t&&ae(e)===t:e.disabled===t:"label"in e&&e.disabled===t}}function ve(a){return le(function(o){return o=+o,le(function(e,t){var n,r=a([],e.length,o),i=r.length;while(i--)e[n=r[i]]&&(e[n]=!(t[n]=e[n]))})})}function ye(e){return e&&"undefined"!=typeof e.getElementsByTagName&&e}for(e in d=se.support={},i=se.isXML=function(e){var t=e&&e.namespaceURI,n=e&&(e.ownerDocument||e).documentElement;return!Y.test(t||n&&n.nodeName||"HTML")},T=se.setDocument=function(e){var t,n,r=e?e.ownerDocument||e:p;return r!=C&&9===r.nodeType&&r.documentElement&&(a=(C=r).documentElement,E=!i(C),p!=C&&(n=C.defaultView)&&n.top!==n&&(n.addEventListener?n.addEventListener("unload",oe,!1):n.attachEvent&&n.attachEvent("onunload",oe)),d.scope=ce(function(e){return a.appendChild(e).appendChild(C.createElement("div")),"undefined"!=typeof e.querySelectorAll&&!e.querySelectorAll(":scope fieldset div").length}),d.attributes=ce(function(e){return e.className="i",!e.getAttribute("className")}),d.getElementsByTagName=ce(function(e){return e.appendChild(C.createComment("")),!e.getElementsByTagName("*").length}),d.getElementsByClassName=K.test(C.getElementsByClassName),d.getById=ce(function(e){return a.appendChild(e).id=S,!C.getElementsByName||!C.getElementsByName(S).length}),d.getById?(b.filter.ID=function(e){var t=e.replace(te,ne);return function(e){return e.getAttribute("id")===t}},b.find.ID=function(e,t){if("undefined"!=typeof t.getElementById&&E){var n=t.getElementById(e);return n?[n]:[]}}):(b.filter.ID=function(e){var n=e.replace(te,ne);return function(e){var t="undefined"!=typeof e.getAttributeNode&&e.getAttributeNode("id");return t&&t.value===n}},b.find.ID=function(e,t){if("undefined"!=typeof t.getElementById&&E){var n,r,i,o=t.getElementById(e);if(o){if((n=o.getAttributeNode("id"))&&n.value===e)return[o];i=t.getElementsByName(e),r=0;while(o=i[r++])if((n=o.getAttributeNode("id"))&&n.value===e)return[o]}return[]}}),b.find.TAG=d.getElementsByTagName?function(e,t){return"undefined"!=typeof t.getElementsByTagName?t.getElementsByTagName(e):d.qsa?t.querySelectorAll(e):void 0}:function(e,t){var n,r=[],i=0,o=t.getElementsByTagName(e);if("*"===e){while(n=o[i++])1===n.nodeType&&r.push(n);return r}return o},b.find.CLASS=d.getElementsByClassName&&function(e,t){if("undefined"!=typeof t.getElementsByClassName&&E)return t.getElementsByClassName(e)},s=[],v=[],(d.qsa=K.test(C.querySelectorAll))&&(ce(function(e){var t;a.appendChild(e).innerHTML="<a id='"+S+"'></a><select id='"+S+"-\r\\' msallowcapture=''><option selected=''></option></select>",e.querySelectorAll("[msallowcapture^='']").length&&v.push("[*^$]="+M+"*(?:''|\"\")"),e.querySelectorAll("[selected]").length||v.push("\\["+M+"*(?:value|"+R+")"),e.querySelectorAll("[id~="+S+"-]").length||v.push("~="),(t=C.createElement("input")).setAttribute("name",""),e.appendChild(t),e.querySelectorAll("[name='']").length||v.push("\\["+M+"*name"+M+"*="+M+"*(?:''|\"\")"),e.querySelectorAll(":checked").length||v.push(":checked"),e.querySelectorAll("a#"+S+"+*").length||v.push(".#.+[+~]"),e.querySelectorAll("\\\f"),v.push("[\\r\\n\\f]")}),ce(function(e){e.innerHTML="<a href='' disabled='disabled'></a><select disabled='disabled'><option/></select>";var t=C.createElement("input");t.setAttribute("type","hidden"),e.appendChild(t).setAttribute("name","D"),e.querySelectorAll("[name=d]").length&&v.push("name"+M+"*[*^$|!~]?="),2!==e.querySelectorAll(":enabled").length&&v.push(":enabled",":disabled"),a.appendChild(e).disabled=!0,2!==e.querySelectorAll(":disabled").length&&v.push(":enabled",":disabled"),e.querySelectorAll("*,:x"),v.push(",.*:")})),(d.matchesSelector=K.test(c=a.matches||a.webkitMatchesSelector||a.mozMatchesSelector||a.oMatchesSelector||a.msMatchesSelector))&&ce(function(e){d.disconnectedMatch=c.call(e,"*"),c.call(e,"[s!='']:x"),s.push("!=",F)}),v=v.length&&new RegExp(v.join("|")),s=s.length&&new RegExp(s.join("|")),t=K.test(a.compareDocumentPosition),y=t||K.test(a.contains)?function(e,t){var n=9===e.nodeType?e.documentElement:e,r=t&&t.parentNode;return e===r||!(!r||1!==r.nodeType||!(n.contains?n.contains(r):e.compareDocumentPosition&&16&e.compareDocumentPosition(r)))}:function(e,t){if(t)while(t=t.parentNode)if(t===e)return!0;return!1},j=t?function(e,t){if(e===t)return l=!0,0;var n=!e.compareDocumentPosition-!t.compareDocumentPosition;return n||(1&(n=(e.ownerDocument||e)==(t.ownerDocument||t)?e.compareDocumentPosition(t):1)||!d.sortDetached&&t.compareDocumentPosition(e)===n?e==C||e.ownerDocument==p&&y(p,e)?-1:t==C||t.ownerDocument==p&&y(p,t)?1:u?P(u,e)-P(u,t):0:4&n?-1:1)}:function(e,t){if(e===t)return l=!0,0;var n,r=0,i=e.parentNode,o=t.parentNode,a=[e],s=[t];if(!i||!o)return e==C?-1:t==C?1:i?-1:o?1:u?P(u,e)-P(u,t):0;if(i===o)return pe(e,t);n=e;while(n=n.parentNode)a.unshift(n);n=t;while(n=n.parentNode)s.unshift(n);while(a[r]===s[r])r++;return r?pe(a[r],s[r]):a[r]==p?-1:s[r]==p?1:0}),C},se.matches=function(e,t){return se(e,null,null,t)},se.matchesSelector=function(e,t){if(T(e),d.matchesSelector&&E&&!N[t+" "]&&(!s||!s.test(t))&&(!v||!v.test(t)))try{var n=c.call(e,t);if(n||d.disconnectedMatch||e.document&&11!==e.document.nodeType)return n}catch(e){N(t,!0)}return 0<se(t,C,null,[e]).length},se.contains=function(e,t){return(e.ownerDocument||e)!=C&&T(e),y(e,t)},se.attr=function(e,t){(e.ownerDocument||e)!=C&&T(e);var n=b.attrHandle[t.toLowerCase()],r=n&&D.call(b.attrHandle,t.toLowerCase())?n(e,t,!E):void 0;return void 0!==r?r:d.attributes||!E?e.getAttribute(t):(r=e.getAttributeNode(t))&&r.specified?r.value:null},se.escape=function(e){return(e+"").replace(re,ie)},se.error=function(e){throw new Error("Syntax error, unrecognized expression: "+e)},se.uniqueSort=function(e){var t,n=[],r=0,i=0;if(l=!d.detectDuplicates,u=!d.sortStable&&e.slice(0),e.sort(j),l){while(t=e[i++])t===e[i]&&(r=n.push(i));while(r--)e.splice(n[r],1)}return u=null,e},o=se.getText=function(e){var t,n="",r=0,i=e.nodeType;if(i){if(1===i||9===i||11===i){if("string"==typeof e.textContent)return e.textContent;for(e=e.firstChild;e;e=e.nextSibling)n+=o(e)}else if(3===i||4===i)return e.nodeValue}else while(t=e[r++])n+=o(t);return n},(b=se.selectors={cacheLength:50,createPseudo:le,match:G,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(e){return e[1]=e[1].replace(te,ne),e[3]=(e[3]||e[4]||e[5]||"").replace(te,ne),"~="===e[2]&&(e[3]=" "+e[3]+" "),e.slice(0,4)},CHILD:function(e){return e[1]=e[1].toLowerCase(),"nth"===e[1].slice(0,3)?(e[3]||se.error(e[0]),e[4]=+(e[4]?e[5]+(e[6]||1):2*("even"===e[3]||"odd"===e[3])),e[5]=+(e[7]+e[8]||"odd"===e[3])):e[3]&&se.error(e[0]),e},PSEUDO:function(e){var t,n=!e[6]&&e[2];return G.CHILD.test(e[0])?null:(e[3]?e[2]=e[4]||e[5]||"":n&&X.test(n)&&(t=h(n,!0))&&(t=n.indexOf(")",n.length-t)-n.length)&&(e[0]=e[0].slice(0,t),e[2]=n.slice(0,t)),e.slice(0,3))}},filter:{TAG:function(e){var t=e.replace(te,ne).toLowerCase();return"*"===e?function(){return!0}:function(e){return e.nodeName&&e.nodeName.toLowerCase()===t}},CLASS:function(e){var t=m[e+" "];return t||(t=new RegExp("(^|"+M+")"+e+"("+M+"|$)"))&&m(e,function(e){return t.test("string"==typeof e.className&&e.className||"undefined"!=typeof e.getAttribute&&e.getAttribute("class")||"")})},ATTR:function(n,r,i){return function(e){var t=se.attr(e,n);return null==t?"!="===r:!r||(t+="","="===r?t===i:"!="===r?t!==i:"^="===r?i&&0===t.indexOf(i):"*="===r?i&&-1<t.indexOf(i):"$="===r?i&&t.slice(-i.length)===i:"~="===r?-1<(" "+t.replace(B," ")+" ").indexOf(i):"|="===r&&(t===i||t.slice(0,i.length+1)===i+"-"))}},CHILD:function(h,e,t,g,v){var y="nth"!==h.slice(0,3),m="last"!==h.slice(-4),x="of-type"===e;return 1===g&&0===v?function(e){return!!e.parentNode}:function(e,t,n){var r,i,o,a,s,u,l=y!==m?"nextSibling":"previousSibling",c=e.parentNode,f=x&&e.nodeName.toLowerCase(),p=!n&&!x,d=!1;if(c){if(y){while(l){a=e;while(a=a[l])if(x?a.nodeName.toLowerCase()===f:1===a.nodeType)return!1;u=l="only"===h&&!u&&"nextSibling"}return!0}if(u=[m?c.firstChild:c.lastChild],m&&p){d=(s=(r=(i=(o=(a=c)[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]||[])[0]===k&&r[1])&&r[2],a=s&&c.childNodes[s];while(a=++s&&a&&a[l]||(d=s=0)||u.pop())if(1===a.nodeType&&++d&&a===e){i[h]=[k,s,d];break}}else if(p&&(d=s=(r=(i=(o=(a=e)[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]||[])[0]===k&&r[1]),!1===d)while(a=++s&&a&&a[l]||(d=s=0)||u.pop())if((x?a.nodeName.toLowerCase()===f:1===a.nodeType)&&++d&&(p&&((i=(o=a[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]=[k,d]),a===e))break;return(d-=v)===g||d%g==0&&0<=d/g}}},PSEUDO:function(e,o){var t,a=b.pseudos[e]||b.setFilters[e.toLowerCase()]||se.error("unsupported pseudo: "+e);return a[S]?a(o):1<a.length?(t=[e,e,"",o],b.setFilters.hasOwnProperty(e.toLowerCase())?le(function(e,t){var n,r=a(e,o),i=r.length;while(i--)e[n=P(e,r[i])]=!(t[n]=r[i])}):function(e){return a(e,0,t)}):a}},pseudos:{not:le(function(e){var r=[],i=[],s=f(e.replace($,"$1"));return s[S]?le(function(e,t,n,r){var i,o=s(e,null,r,[]),a=e.length;while(a--)(i=o[a])&&(e[a]=!(t[a]=i))}):function(e,t,n){return r[0]=e,s(r,null,n,i),r[0]=null,!i.pop()}}),has:le(function(t){return function(e){return 0<se(t,e).length}}),contains:le(function(t){return t=t.replace(te,ne),function(e){return-1<(e.textContent||o(e)).indexOf(t)}}),lang:le(function(n){return V.test(n||"")||se.error("unsupported lang: "+n),n=n.replace(te,ne).toLowerCase(),function(e){var t;do{if(t=E?e.lang:e.getAttribute("xml:lang")||e.getAttribute("lang"))return(t=t.toLowerCase())===n||0===t.indexOf(n+"-")}while((e=e.parentNode)&&1===e.nodeType);return!1}}),target:function(e){var t=n.location&&n.location.hash;return t&&t.slice(1)===e.id},root:function(e){return e===a},focus:function(e){return e===C.activeElement&&(!C.hasFocus||C.hasFocus())&&!!(e.type||e.href||~e.tabIndex)},enabled:ge(!1),disabled:ge(!0),checked:function(e){var t=e.nodeName.toLowerCase();return"input"===t&&!!e.checked||"option"===t&&!!e.selected},selected:function(e){return e.parentNode&&e.parentNode.selectedIndex,!0===e.selected},empty:function(e){for(e=e.firstChild;e;e=e.nextSibling)if(e.nodeType<6)return!1;return!0},parent:function(e){return!b.pseudos.empty(e)},header:function(e){return J.test(e.nodeName)},input:function(e){return Q.test(e.nodeName)},button:function(e){var t=e.nodeName.toLowerCase();return"input"===t&&"button"===e.type||"button"===t},text:function(e){var t;return"input"===e.nodeName.toLowerCase()&&"text"===e.type&&(null==(t=e.getAttribute("type"))||"text"===t.toLowerCase())},first:ve(function(){return[0]}),last:ve(function(e,t){return[t-1]}),eq:ve(function(e,t,n){return[n<0?n+t:n]}),even:ve(function(e,t){for(var n=0;n<t;n+=2)e.push(n);return e}),odd:ve(function(e,t){for(var n=1;n<t;n+=2)e.push(n);return e}),lt:ve(function(e,t,n){for(var r=n<0?n+t:t<n?t:n;0<=--r;)e.push(r);return e}),gt:ve(function(e,t,n){for(var r=n<0?n+t:n;++r<t;)e.push(r);return e})}}).pseudos.nth=b.pseudos.eq,{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})b.pseudos[e]=de(e);for(e in{submit:!0,reset:!0})b.pseudos[e]=he(e);function me(){}function xe(e){for(var t=0,n=e.length,r="";t<n;t++)r+=e[t].value;return r}function be(s,e,t){var u=e.dir,l=e.next,c=l||u,f=t&&"parentNode"===c,p=r++;return e.first?function(e,t,n){while(e=e[u])if(1===e.nodeType||f)return s(e,t,n);return!1}:function(e,t,n){var r,i,o,a=[k,p];if(n){while(e=e[u])if((1===e.nodeType||f)&&s(e,t,n))return!0}else while(e=e[u])if(1===e.nodeType||f)if(i=(o=e[S]||(e[S]={}))[e.uniqueID]||(o[e.uniqueID]={}),l&&l===e.nodeName.toLowerCase())e=e[u]||e;else{if((r=i[c])&&r[0]===k&&r[1]===p)return a[2]=r[2];if((i[c]=a)[2]=s(e,t,n))return!0}return!1}}function we(i){return 1<i.length?function(e,t,n){var r=i.length;while(r--)if(!i[r](e,t,n))return!1;return!0}:i[0]}function Te(e,t,n,r,i){for(var o,a=[],s=0,u=e.length,l=null!=t;s<u;s++)(o=e[s])&&(n&&!n(o,r,i)||(a.push(o),l&&t.push(s)));return a}function Ce(d,h,g,v,y,e){return v&&!v[S]&&(v=Ce(v)),y&&!y[S]&&(y=Ce(y,e)),le(function(e,t,n,r){var i,o,a,s=[],u=[],l=t.length,c=e||function(e,t,n){for(var r=0,i=t.length;r<i;r++)se(e,t[r],n);return n}(h||"*",n.nodeType?[n]:n,[]),f=!d||!e&&h?c:Te(c,s,d,n,r),p=g?y||(e?d:l||v)?[]:t:f;if(g&&g(f,p,n,r),v){i=Te(p,u),v(i,[],n,r),o=i.length;while(o--)(a=i[o])&&(p[u[o]]=!(f[u[o]]=a))}if(e){if(y||d){if(y){i=[],o=p.length;while(o--)(a=p[o])&&i.push(f[o]=a);y(null,p=[],i,r)}o=p.length;while(o--)(a=p[o])&&-1<(i=y?P(e,a):s[o])&&(e[i]=!(t[i]=a))}}else p=Te(p===t?p.splice(l,p.length):p),y?y(null,t,p,r):H.apply(t,p)})}function Ee(e){for(var i,t,n,r=e.length,o=b.relative[e[0].type],a=o||b.relative[" "],s=o?1:0,u=be(function(e){return e===i},a,!0),l=be(function(e){return-1<P(i,e)},a,!0),c=[function(e,t,n){var r=!o&&(n||t!==w)||((i=t).nodeType?u(e,t,n):l(e,t,n));return i=null,r}];s<r;s++)if(t=b.relative[e[s].type])c=[be(we(c),t)];else{if((t=b.filter[e[s].type].apply(null,e[s].matches))[S]){for(n=++s;n<r;n++)if(b.relative[e[n].type])break;return Ce(1<s&&we(c),1<s&&xe(e.slice(0,s-1).concat({value:" "===e[s-2].type?"*":""})).replace($,"$1"),t,s<n&&Ee(e.slice(s,n)),n<r&&Ee(e=e.slice(n)),n<r&&xe(e))}c.push(t)}return we(c)}return me.prototype=b.filters=b.pseudos,b.setFilters=new me,h=se.tokenize=function(e,t){var n,r,i,o,a,s,u,l=x[e+" "];if(l)return t?0:l.slice(0);a=e,s=[],u=b.preFilter;while(a){for(o in n&&!(r=_.exec(a))||(r&&(a=a.slice(r[0].length)||a),s.push(i=[])),n=!1,(r=z.exec(a))&&(n=r.shift(),i.push({value:n,type:r[0].replace($," ")}),a=a.slice(n.length)),b.filter)!(r=G[o].exec(a))||u[o]&&!(r=u[o](r))||(n=r.shift(),i.push({value:n,type:o,matches:r}),a=a.slice(n.length));if(!n)break}return t?a.length:a?se.error(e):x(e,s).slice(0)},f=se.compile=function(e,t){var n,v,y,m,x,r,i=[],o=[],a=A[e+" "];if(!a){t||(t=h(e)),n=t.length;while(n--)(a=Ee(t[n]))[S]?i.push(a):o.push(a);(a=A(e,(v=o,m=0<(y=i).length,x=0<v.length,r=function(e,t,n,r,i){var o,a,s,u=0,l="0",c=e&&[],f=[],p=w,d=e||x&&b.find.TAG("*",i),h=k+=null==p?1:Math.random()||.1,g=d.length;for(i&&(w=t==C||t||i);l!==g&&null!=(o=d[l]);l++){if(x&&o){a=0,t||o.ownerDocument==C||(T(o),n=!E);while(s=v[a++])if(s(o,t||C,n)){r.push(o);break}i&&(k=h)}m&&((o=!s&&o)&&u--,e&&c.push(o))}if(u+=l,m&&l!==u){a=0;while(s=y[a++])s(c,f,t,n);if(e){if(0<u)while(l--)c[l]||f[l]||(f[l]=q.call(r));f=Te(f)}H.apply(r,f),i&&!e&&0<f.length&&1<u+y.length&&se.uniqueSort(r)}return i&&(k=h,w=p),c},m?le(r):r))).selector=e}return a},g=se.select=function(e,t,n,r){var i,o,a,s,u,l="function"==typeof e&&e,c=!r&&h(e=l.selector||e);if(n=n||[],1===c.length){if(2<(o=c[0]=c[0].slice(0)).length&&"ID"===(a=o[0]).type&&9===t.nodeType&&E&&b.relative[o[1].type]){if(!(t=(b.find.ID(a.matches[0].replace(te,ne),t)||[])[0]))return n;l&&(t=t.parentNode),e=e.slice(o.shift().value.length)}i=G.needsContext.test(e)?0:o.length;while(i--){if(a=o[i],b.relative[s=a.type])break;if((u=b.find[s])&&(r=u(a.matches[0].replace(te,ne),ee.test(o[0].type)&&ye(t.parentNode)||t))){if(o.splice(i,1),!(e=r.length&&xe(o)))return H.apply(n,r),n;break}}}return(l||f(e,c))(r,t,!E,n,!t||ee.test(e)&&ye(t.parentNode)||t),n},d.sortStable=S.split("").sort(j).join("")===S,d.detectDuplicates=!!l,T(),d.sortDetached=ce(function(e){return 1&e.compareDocumentPosition(C.createElement("fieldset"))}),ce(function(e){return e.innerHTML="<a href='#'></a>","#"===e.firstChild.getAttribute("href")})||fe("type|href|height|width",function(e,t,n){if(!n)return e.getAttribute(t,"type"===t.toLowerCase()?1:2)}),d.attributes&&ce(function(e){return e.innerHTML="<input/>",e.firstChild.setAttribute("value",""),""===e.firstChild.getAttribute("value")})||fe("value",function(e,t,n){if(!n&&"input"===e.nodeName.toLowerCase())return e.defaultValue}),ce(function(e){return null==e.getAttribute("disabled")})||fe(R,function(e,t,n){var r;if(!n)return!0===e[t]?t.toLowerCase():(r=e.getAttributeNode(t))&&r.specified?r.value:null}),se}(C);S.find=d,S.expr=d.selectors,S.expr[":"]=S.expr.pseudos,S.uniqueSort=S.unique=d.uniqueSort,S.text=d.getText,S.isXMLDoc=d.isXML,S.contains=d.contains,S.escapeSelector=d.escape;var h=function(e,t,n){var r=[],i=void 0!==n;while((e=e[t])&&9!==e.nodeType)if(1===e.nodeType){if(i&&S(e).is(n))break;r.push(e)}return r},T=function(e,t){for(var n=[];e;e=e.nextSibling)1===e.nodeType&&e!==t&&n.push(e);return n},k=S.expr.match.needsContext;function A(e,t){return e.nodeName&&e.nodeName.toLowerCase()===t.toLowerCase()}var N=/^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i;function j(e,n,r){return m(n)?S.grep(e,function(e,t){return!!n.call(e,t,e)!==r}):n.nodeType?S.grep(e,function(e){return e===n!==r}):"string"!=typeof n?S.grep(e,function(e){return-1<i.call(n,e)!==r}):S.filter(n,e,r)}S.filter=function(e,t,n){var r=t[0];return n&&(e=":not("+e+")"),1===t.length&&1===r.nodeType?S.find.matchesSelector(r,e)?[r]:[]:S.find.matches(e,S.grep(t,function(e){return 1===e.nodeType}))},S.fn.extend({find:function(e){var t,n,r=this.length,i=this;if("string"!=typeof e)return this.pushStack(S(e).filter(function(){for(t=0;t<r;t++)if(S.contains(i[t],this))return!0}));for(n=this.pushStack([]),t=0;t<r;t++)S.find(e,i[t],n);return 1<r?S.uniqueSort(n):n},filter:function(e){return this.pushStack(j(this,e||[],!1))},not:function(e){return this.pushStack(j(this,e||[],!0))},is:function(e){return!!j(this,"string"==typeof e&&k.test(e)?S(e):e||[],!1).length}});var D,q=/^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]+))$/;(S.fn.init=function(e,t,n){var r,i;if(!e)return this;if(n=n||D,"string"==typeof e){if(!(r="<"===e[0]&&">"===e[e.length-1]&&3<=e.length?[null,e,null]:q.exec(e))||!r[1]&&t)return!t||t.jquery?(t||n).find(e):this.constructor(t).find(e);if(r[1]){if(t=t instanceof S?t[0]:t,S.merge(this,S.parseHTML(r[1],t&&t.nodeType?t.ownerDocument||t:E,!0)),N.test(r[1])&&S.isPlainObject(t))for(r in t)m(this[r])?this[r](t[r]):this.attr(r,t[r]);return this}return(i=E.getElementById(r[2]))&&(this[0]=i,this.length=1),this}return e.nodeType?(this[0]=e,this.length=1,this):m(e)?void 0!==n.ready?n.ready(e):e(S):S.makeArray(e,this)}).prototype=S.fn,D=S(E);var L=/^(?:parents|prev(?:Until|All))/,H={children:!0,contents:!0,next:!0,prev:!0};function O(e,t){while((e=e[t])&&1!==e.nodeType);return e}S.fn.extend({has:function(e){var t=S(e,this),n=t.length;return this.filter(function(){for(var e=0;e<n;e++)if(S.contains(this,t[e]))return!0})},closest:function(e,t){var n,r=0,i=this.length,o=[],a="string"!=typeof e&&S(e);if(!k.test(e))for(;r<i;r++)for(n=this[r];n&&n!==t;n=n.parentNode)if(n.nodeType<11&&(a?-1<a.index(n):1===n.nodeType&&S.find.matchesSelector(n,e))){o.push(n);break}return this.pushStack(1<o.length?S.uniqueSort(o):o)},index:function(e){return e?"string"==typeof e?i.call(S(e),this[0]):i.call(this,e.jquery?e[0]:e):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(e,t){return this.pushStack(S.uniqueSort(S.merge(this.get(),S(e,t))))},addBack:function(e){return this.add(null==e?this.prevObject:this.prevObject.filter(e))}}),S.each({parent:function(e){var t=e.parentNode;return t&&11!==t.nodeType?t:null},parents:function(e){return h(e,"parentNode")},parentsUntil:function(e,t,n){return h(e,"parentNode",n)},next:function(e){return O(e,"nextSibling")},prev:function(e){return O(e,"previousSibling")},nextAll:function(e){return h(e,"nextSibling")},prevAll:function(e){return h(e,"previousSibling")},nextUntil:function(e,t,n){return h(e,"nextSibling",n)},prevUntil:function(e,t,n){return h(e,"previousSibling",n)},siblings:function(e){return T((e.parentNode||{}).firstChild,e)},children:function(e){return T(e.firstChild)},contents:function(e){return null!=e.contentDocument&&r(e.contentDocument)?e.contentDocument:(A(e,"template")&&(e=e.content||e),S.merge([],e.childNodes))}},function(r,i){S.fn[r]=function(e,t){var n=S.map(this,i,e);return"Until"!==r.slice(-5)&&(t=e),t&&"string"==typeof t&&(n=S.filter(t,n)),1<this.length&&(H[r]||S.uniqueSort(n),L.test(r)&&n.reverse()),this.pushStack(n)}});var P=/[^\x20\t\r\n\f]+/g;function R(e){return e}function M(e){throw e}function I(e,t,n,r){var i;try{e&&m(i=e.promise)?i.call(e).done(t).fail(n):e&&m(i=e.then)?i.call(e,t,n):t.apply(void 0,[e].slice(r))}catch(e){n.apply(void 0,[e])}}S.Callbacks=function(r){var e,n;r="string"==typeof r?(e=r,n={},S.each(e.match(P)||[],function(e,t){n[t]=!0}),n):S.extend({},r);var i,t,o,a,s=[],u=[],l=-1,c=function(){for(a=a||r.once,o=i=!0;u.length;l=-1){t=u.shift();while(++l<s.length)!1===s[l].apply(t[0],t[1])&&r.stopOnFalse&&(l=s.length,t=!1)}r.memory||(t=!1),i=!1,a&&(s=t?[]:"")},f={add:function(){return s&&(t&&!i&&(l=s.length-1,u.push(t)),function n(e){S.each(e,function(e,t){m(t)?r.unique&&f.has(t)||s.push(t):t&&t.length&&"string"!==w(t)&&n(t)})}(arguments),t&&!i&&c()),this},remove:function(){return S.each(arguments,function(e,t){var n;while(-1<(n=S.inArray(t,s,n)))s.splice(n,1),n<=l&&l--}),this},has:function(e){return e?-1<S.inArray(e,s):0<s.length},empty:function(){return s&&(s=[]),this},disable:function(){return a=u=[],s=t="",this},disabled:function(){return!s},lock:function(){return a=u=[],t||i||(s=t=""),this},locked:function(){return!!a},fireWith:function(e,t){return a||(t=[e,(t=t||[]).slice?t.slice():t],u.push(t),i||c()),this},fire:function(){return f.fireWith(this,arguments),this},fired:function(){return!!o}};return f},S.extend({Deferred:function(e){var o=[["notify","progress",S.Callbacks("memory"),S.Callbacks("memory"),2],["resolve","done",S.Callbacks("once memory"),S.Callbacks("once memory"),0,"resolved"],["reject","fail",S.Callbacks("once memory"),S.Callbacks("once memory"),1,"rejected"]],i="pending",a={state:function(){return i},always:function(){return s.done(arguments).fail(arguments),this},"catch":function(e){return a.then(null,e)},pipe:function(){var i=arguments;return S.Deferred(function(r){S.each(o,function(e,t){var n=m(i[t[4]])&&i[t[4]];s[t[1]](function(){var e=n&&n.apply(this,arguments);e&&m(e.promise)?e.promise().progress(r.notify).done(r.resolve).fail(r.reject):r[t[0]+"With"](this,n?[e]:arguments)})}),i=null}).promise()},then:function(t,n,r){var u=0;function l(i,o,a,s){return function(){var n=this,r=arguments,e=function(){var e,t;if(!(i<u)){if((e=a.apply(n,r))===o.promise())throw new TypeError("Thenable self-resolution");t=e&&("object"==typeof e||"function"==typeof e)&&e.then,m(t)?s?t.call(e,l(u,o,R,s),l(u,o,M,s)):(u++,t.call(e,l(u,o,R,s),l(u,o,M,s),l(u,o,R,o.notifyWith))):(a!==R&&(n=void 0,r=[e]),(s||o.resolveWith)(n,r))}},t=s?e:function(){try{e()}catch(e){S.Deferred.exceptionHook&&S.Deferred.exceptionHook(e,t.stackTrace),u<=i+1&&(a!==M&&(n=void 0,r=[e]),o.rejectWith(n,r))}};i?t():(S.Deferred.getStackHook&&(t.stackTrace=S.Deferred.getStackHook()),C.setTimeout(t))}}return S.Deferred(function(e){o[0][3].add(l(0,e,m(r)?r:R,e.notifyWith)),o[1][3].add(l(0,e,m(t)?t:R)),o[2][3].add(l(0,e,m(n)?n:M))}).promise()},promise:function(e){return null!=e?S.extend(e,a):a}},s={};return S.each(o,function(e,t){var n=t[2],r=t[5];a[t[1]]=n.add,r&&n.add(function(){i=r},o[3-e][2].disable,o[3-e][3].disable,o[0][2].lock,o[0][3].lock),n.add(t[3].fire),s[t[0]]=function(){return s[t[0]+"With"](this===s?void 0:this,arguments),this},s[t[0]+"With"]=n.fireWith}),a.promise(s),e&&e.call(s,s),s},when:function(e){var n=arguments.length,t=n,r=Array(t),i=s.call(arguments),o=S.Deferred(),a=function(t){return function(e){r[t]=this,i[t]=1<arguments.length?s.call(arguments):e,--n||o.resolveWith(r,i)}};if(n<=1&&(I(e,o.done(a(t)).resolve,o.reject,!n),"pending"===o.state()||m(i[t]&&i[t].then)))return o.then();while(t--)I(i[t],a(t),o.reject);return o.promise()}});var W=/^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/;S.Deferred.exceptionHook=function(e,t){C.console&&C.console.warn&&e&&W.test(e.name)&&C.console.warn("jQuery.Deferred exception: "+e.message,e.stack,t)},S.readyException=function(e){C.setTimeout(function(){throw e})};var F=S.Deferred();function B(){E.removeEventListener("DOMContentLoaded",B),C.removeEventListener("load",B),S.ready()}S.fn.ready=function(e){return F.then(e)["catch"](function(e){S.readyException(e)}),this},S.extend({isReady:!1,readyWait:1,ready:function(e){(!0===e?--S.readyWait:S.isReady)||(S.isReady=!0)!==e&&0<--S.readyWait||F.resolveWith(E,[S])}}),S.ready.then=F.then,"complete"===E.readyState||"loading"!==E.readyState&&!E.documentElement.doScroll?C.setTimeout(S.ready):(E.addEventListener("DOMContentLoaded",B),C.addEventListener("load",B));var $=function(e,t,n,r,i,o,a){var s=0,u=e.length,l=null==n;if("object"===w(n))for(s in i=!0,n)$(e,t,s,n[s],!0,o,a);else if(void 0!==r&&(i=!0,m(r)||(a=!0),l&&(a?(t.call(e,r),t=null):(l=t,t=function(e,t,n){return l.call(S(e),n)})),t))for(;s<u;s++)t(e[s],n,a?r:r.call(e[s],s,t(e[s],n)));return i?e:l?t.call(e):u?t(e[0],n):o},_=/^-ms-/,z=/-([a-z])/g;function U(e,t){return t.toUpperCase()}function X(e){return e.replace(_,"ms-").replace(z,U)}var V=function(e){return 1===e.nodeType||9===e.nodeType||!+e.nodeType};function G(){this.expando=S.expando+G.uid++}G.uid=1,G.prototype={cache:function(e){var t=e[this.expando];return t||(t={},V(e)&&(e.nodeType?e[this.expando]=t:Object.defineProperty(e,this.expando,{value:t,configurable:!0}))),t},set:function(e,t,n){var r,i=this.cache(e);if("string"==typeof t)i[X(t)]=n;else for(r in t)i[X(r)]=t[r];return i},get:function(e,t){return void 0===t?this.cache(e):e[this.expando]&&e[this.expando][X(t)]},access:function(e,t,n){return void 0===t||t&&"string"==typeof t&&void 0===n?this.get(e,t):(this.set(e,t,n),void 0!==n?n:t)},remove:function(e,t){var n,r=e[this.expando];if(void 0!==r){if(void 0!==t){n=(t=Array.isArray(t)?t.map(X):(t=X(t))in r?[t]:t.match(P)||[]).length;while(n--)delete r[t[n]]}(void 0===t||S.isEmptyObject(r))&&(e.nodeType?e[this.expando]=void 0:delete e[this.expando])}},hasData:function(e){var t=e[this.expando];return void 0!==t&&!S.isEmptyObject(t)}};var Y=new G,Q=new G,J=/^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,K=/[A-Z]/g;function Z(e,t,n){var r,i;if(void 0===n&&1===e.nodeType)if(r="data-"+t.replace(K,"-$&").toLowerCase(),"string"==typeof(n=e.getAttribute(r))){try{n="true"===(i=n)||"false"!==i&&("null"===i?null:i===+i+""?+i:J.test(i)?JSON.parse(i):i)}catch(e){}Q.set(e,t,n)}else n=void 0;return n}S.extend({hasData:function(e){return Q.hasData(e)||Y.hasData(e)},data:function(e,t,n){return Q.access(e,t,n)},removeData:function(e,t){Q.remove(e,t)},_data:function(e,t,n){return Y.access(e,t,n)},_removeData:function(e,t){Y.remove(e,t)}}),S.fn.extend({data:function(n,e){var t,r,i,o=this[0],a=o&&o.attributes;if(void 0===n){if(this.length&&(i=Q.get(o),1===o.nodeType&&!Y.get(o,"hasDataAttrs"))){t=a.length;while(t--)a[t]&&0===(r=a[t].name).indexOf("data-")&&(r=X(r.slice(5)),Z(o,r,i[r]));Y.set(o,"hasDataAttrs",!0)}return i}return"object"==typeof n?this.each(function(){Q.set(this,n)}):$(this,function(e){var t;if(o&&void 0===e)return void 0!==(t=Q.get(o,n))?t:void 0!==(t=Z(o,n))?t:void 0;this.each(function(){Q.set(this,n,e)})},null,e,1<arguments.length,null,!0)},removeData:function(e){return this.each(function(){Q.remove(this,e)})}}),S.extend({queue:function(e,t,n){var r;if(e)return t=(t||"fx")+"queue",r=Y.get(e,t),n&&(!r||Array.isArray(n)?r=Y.access(e,t,S.makeArray(n)):r.push(n)),r||[]},dequeue:function(e,t){t=t||"fx";var n=S.queue(e,t),r=n.length,i=n.shift(),o=S._queueHooks(e,t);"inprogress"===i&&(i=n.shift(),r--),i&&("fx"===t&&n.unshift("inprogress"),delete o.stop,i.call(e,function(){S.dequeue(e,t)},o)),!r&&o&&o.empty.fire()},_queueHooks:function(e,t){var n=t+"queueHooks";return Y.get(e,n)||Y.access(e,n,{empty:S.Callbacks("once memory").add(function(){Y.remove(e,[t+"queue",n])})})}}),S.fn.extend({queue:function(t,n){var e=2;return"string"!=typeof t&&(n=t,t="fx",e--),arguments.length<e?S.queue(this[0],t):void 0===n?this:this.each(function(){var e=S.queue(this,t,n);S._queueHooks(this,t),"fx"===t&&"inprogress"!==e[0]&&S.dequeue(this,t)})},dequeue:function(e){return this.each(function(){S.dequeue(this,e)})},clearQueue:function(e){return this.queue(e||"fx",[])},promise:function(e,t){var n,r=1,i=S.Deferred(),o=this,a=this.length,s=function(){--r||i.resolveWith(o,[o])};"string"!=typeof e&&(t=e,e=void 0),e=e||"fx";while(a--)(n=Y.get(o[a],e+"queueHooks"))&&n.empty&&(r++,n.empty.add(s));return s(),i.promise(t)}});var ee=/[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/.source,te=new RegExp("^(?:([+-])=|)("+ee+")([a-z%]*)$","i"),ne=["Top","Right","Bottom","Left"],re=E.documentElement,ie=function(e){return S.contains(e.ownerDocument,e)},oe={composed:!0};re.getRootNode&&(ie=function(e){return S.contains(e.ownerDocument,e)||e.getRootNode(oe)===e.ownerDocument});var ae=function(e,t){return"none"===(e=t||e).style.display||""===e.style.display&&ie(e)&&"none"===S.css(e,"display")};function se(e,t,n,r){var i,o,a=20,s=r?function(){return r.cur()}:function(){return S.css(e,t,"")},u=s(),l=n&&n[3]||(S.cssNumber[t]?"":"px"),c=e.nodeType&&(S.cssNumber[t]||"px"!==l&&+u)&&te.exec(S.css(e,t));if(c&&c[3]!==l){u/=2,l=l||c[3],c=+u||1;while(a--)S.style(e,t,c+l),(1-o)*(1-(o=s()/u||.5))<=0&&(a=0),c/=o;c*=2,S.style(e,t,c+l),n=n||[]}return n&&(c=+c||+u||0,i=n[1]?c+(n[1]+1)*n[2]:+n[2],r&&(r.unit=l,r.start=c,r.end=i)),i}var ue={};function le(e,t){for(var n,r,i,o,a,s,u,l=[],c=0,f=e.length;c<f;c++)(r=e[c]).style&&(n=r.style.display,t?("none"===n&&(l[c]=Y.get(r,"display")||null,l[c]||(r.style.display="")),""===r.style.display&&ae(r)&&(l[c]=(u=a=o=void 0,a=(i=r).ownerDocument,s=i.nodeName,(u=ue[s])||(o=a.body.appendChild(a.createElement(s)),u=S.css(o,"display"),o.parentNode.removeChild(o),"none"===u&&(u="block"),ue[s]=u)))):"none"!==n&&(l[c]="none",Y.set(r,"display",n)));for(c=0;c<f;c++)null!=l[c]&&(e[c].style.display=l[c]);return e}S.fn.extend({show:function(){return le(this,!0)},hide:function(){return le(this)},toggle:function(e){return"boolean"==typeof e?e?this.show():this.hide():this.each(function(){ae(this)?S(this).show():S(this).hide()})}});var ce,fe,pe=/^(?:checkbox|radio)$/i,de=/<([a-z][^\/\0>\x20\t\r\n\f]*)/i,he=/^$|^module$|\/(?:java|ecma)script/i;ce=E.createDocumentFragment().appendChild(E.createElement("div")),(fe=E.createElement("input")).setAttribute("type","radio"),fe.setAttribute("checked","checked"),fe.setAttribute("name","t"),ce.appendChild(fe),y.checkClone=ce.cloneNode(!0).cloneNode(!0).lastChild.checked,ce.innerHTML="<textarea>x</textarea>",y.noCloneChecked=!!ce.cloneNode(!0).lastChild.defaultValue,ce.innerHTML="<option></option>",y.option=!!ce.lastChild;var ge={thead:[1,"<table>","</table>"],col:[2,"<table><colgroup>","</colgroup></table>"],tr:[2,"<table><tbody>","</tbody></table>"],td:[3,"<table><tbody><tr>","</tr></tbody></table>"],_default:[0,"",""]};function ve(e,t){var n;return n="undefined"!=typeof e.getElementsByTagName?e.getElementsByTagName(t||"*"):"undefined"!=typeof e.querySelectorAll?e.querySelectorAll(t||"*"):[],void 0===t||t&&A(e,t)?S.merge([e],n):n}function ye(e,t){for(var n=0,r=e.length;n<r;n++)Y.set(e[n],"globalEval",!t||Y.get(t[n],"globalEval"))}ge.tbody=ge.tfoot=ge.colgroup=ge.caption=ge.thead,ge.th=ge.td,y.option||(ge.optgroup=ge.option=[1,"<select multiple='multiple'>","</select>"]);var me=/<|&#?\w+;/;function xe(e,t,n,r,i){for(var o,a,s,u,l,c,f=t.createDocumentFragment(),p=[],d=0,h=e.length;d<h;d++)if((o=e[d])||0===o)if("object"===w(o))S.merge(p,o.nodeType?[o]:o);else if(me.test(o)){a=a||f.appendChild(t.createElement("div")),s=(de.exec(o)||["",""])[1].toLowerCase(),u=ge[s]||ge._default,a.innerHTML=u[1]+S.htmlPrefilter(o)+u[2],c=u[0];while(c--)a=a.lastChild;S.merge(p,a.childNodes),(a=f.firstChild).textContent=""}else p.push(t.createTextNode(o));f.textContent="",d=0;while(o=p[d++])if(r&&-1<S.inArray(o,r))i&&i.push(o);else if(l=ie(o),a=ve(f.appendChild(o),"script"),l&&ye(a),n){c=0;while(o=a[c++])he.test(o.type||"")&&n.push(o)}return f}var be=/^([^.]*)(?:\.(.+)|)/;function we(){return!0}function Te(){return!1}function Ce(e,t){return e===function(){try{return E.activeElement}catch(e){}}()==("focus"===t)}function Ee(e,t,n,r,i,o){var a,s;if("object"==typeof t){for(s in"string"!=typeof n&&(r=r||n,n=void 0),t)Ee(e,s,n,r,t[s],o);return e}if(null==r&&null==i?(i=n,r=n=void 0):null==i&&("string"==typeof n?(i=r,r=void 0):(i=r,r=n,n=void 0)),!1===i)i=Te;else if(!i)return e;return 1===o&&(a=i,(i=function(e){return S().off(e),a.apply(this,arguments)}).guid=a.guid||(a.guid=S.guid++)),e.each(function(){S.event.add(this,t,i,r,n)})}function Se(e,i,o){o?(Y.set(e,i,!1),S.event.add(e,i,{namespace:!1,handler:function(e){var t,n,r=Y.get(this,i);if(1&e.isTrigger&&this[i]){if(r.length)(S.event.special[i]||{}).delegateType&&e.stopPropagation();else if(r=s.call(arguments),Y.set(this,i,r),t=o(this,i),this[i](),r!==(n=Y.get(this,i))||t?Y.set(this,i,!1):n={},r!==n)return e.stopImmediatePropagation(),e.preventDefault(),n&&n.value}else r.length&&(Y.set(this,i,{value:S.event.trigger(S.extend(r[0],S.Event.prototype),r.slice(1),this)}),e.stopImmediatePropagation())}})):void 0===Y.get(e,i)&&S.event.add(e,i,we)}S.event={global:{},add:function(t,e,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.get(t);if(V(t)){n.handler&&(n=(o=n).handler,i=o.selector),i&&S.find.matchesSelector(re,i),n.guid||(n.guid=S.guid++),(u=v.events)||(u=v.events=Object.create(null)),(a=v.handle)||(a=v.handle=function(e){return"undefined"!=typeof S&&S.event.triggered!==e.type?S.event.dispatch.apply(t,arguments):void 0}),l=(e=(e||"").match(P)||[""]).length;while(l--)d=g=(s=be.exec(e[l])||[])[1],h=(s[2]||"").split(".").sort(),d&&(f=S.event.special[d]||{},d=(i?f.delegateType:f.bindType)||d,f=S.event.special[d]||{},c=S.extend({type:d,origType:g,data:r,handler:n,guid:n.guid,selector:i,needsContext:i&&S.expr.match.needsContext.test(i),namespace:h.join(".")},o),(p=u[d])||((p=u[d]=[]).delegateCount=0,f.setup&&!1!==f.setup.call(t,r,h,a)||t.addEventListener&&t.addEventListener(d,a)),f.add&&(f.add.call(t,c),c.handler.guid||(c.handler.guid=n.guid)),i?p.splice(p.delegateCount++,0,c):p.push(c),S.event.global[d]=!0)}},remove:function(e,t,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.hasData(e)&&Y.get(e);if(v&&(u=v.events)){l=(t=(t||"").match(P)||[""]).length;while(l--)if(d=g=(s=be.exec(t[l])||[])[1],h=(s[2]||"").split(".").sort(),d){f=S.event.special[d]||{},p=u[d=(r?f.delegateType:f.bindType)||d]||[],s=s[2]&&new RegExp("(^|\\.)"+h.join("\\.(?:.*\\.|)")+"(\\.|$)"),a=o=p.length;while(o--)c=p[o],!i&&g!==c.origType||n&&n.guid!==c.guid||s&&!s.test(c.namespace)||r&&r!==c.selector&&("**"!==r||!c.selector)||(p.splice(o,1),c.selector&&p.delegateCount--,f.remove&&f.remove.call(e,c));a&&!p.length&&(f.teardown&&!1!==f.teardown.call(e,h,v.handle)||S.removeEvent(e,d,v.handle),delete u[d])}else for(d in u)S.event.remove(e,d+t[l],n,r,!0);S.isEmptyObject(u)&&Y.remove(e,"handle events")}},dispatch:function(e){var t,n,r,i,o,a,s=new Array(arguments.length),u=S.event.fix(e),l=(Y.get(this,"events")||Object.create(null))[u.type]||[],c=S.event.special[u.type]||{};for(s[0]=u,t=1;t<arguments.length;t++)s[t]=arguments[t];if(u.delegateTarget=this,!c.preDispatch||!1!==c.preDispatch.call(this,u)){a=S.event.handlers.call(this,u,l),t=0;while((i=a[t++])&&!u.isPropagationStopped()){u.currentTarget=i.elem,n=0;while((o=i.handlers[n++])&&!u.isImmediatePropagationStopped())u.rnamespace&&!1!==o.namespace&&!u.rnamespace.test(o.namespace)||(u.handleObj=o,u.data=o.data,void 0!==(r=((S.event.special[o.origType]||{}).handle||o.handler).apply(i.elem,s))&&!1===(u.result=r)&&(u.preventDefault(),u.stopPropagation()))}return c.postDispatch&&c.postDispatch.call(this,u),u.result}},handlers:function(e,t){var n,r,i,o,a,s=[],u=t.delegateCount,l=e.target;if(u&&l.nodeType&&!("click"===e.type&&1<=e.button))for(;l!==this;l=l.parentNode||this)if(1===l.nodeType&&("click"!==e.type||!0!==l.disabled)){for(o=[],a={},n=0;n<u;n++)void 0===a[i=(r=t[n]).selector+" "]&&(a[i]=r.needsContext?-1<S(i,this).index(l):S.find(i,this,null,[l]).length),a[i]&&o.push(r);o.length&&s.push({elem:l,handlers:o})}return l=this,u<t.length&&s.push({elem:l,handlers:t.slice(u)}),s},addProp:function(t,e){Object.defineProperty(S.Event.prototype,t,{enumerable:!0,configurable:!0,get:m(e)?function(){if(this.originalEvent)return e(this.originalEvent)}:function(){if(this.originalEvent)return this.originalEvent[t]},set:function(e){Object.defineProperty(this,t,{enumerable:!0,configurable:!0,writable:!0,value:e})}})},fix:function(e){return e[S.expando]?e:new S.Event(e)},special:{load:{noBubble:!0},click:{setup:function(e){var t=this||e;return pe.test(t.type)&&t.click&&A(t,"input")&&Se(t,"click",we),!1},trigger:function(e){var t=this||e;return pe.test(t.type)&&t.click&&A(t,"input")&&Se(t,"click"),!0},_default:function(e){var t=e.target;return pe.test(t.type)&&t.click&&A(t,"input")&&Y.get(t,"click")||A(t,"a")}},beforeunload:{postDispatch:function(e){void 0!==e.result&&e.originalEvent&&(e.originalEvent.returnValue=e.result)}}}},S.removeEvent=function(e,t,n){e.removeEventListener&&e.removeEventListener(t,n)},S.Event=function(e,t){if(!(this instanceof S.Event))return new S.Event(e,t);e&&e.type?(this.originalEvent=e,this.type=e.type,this.isDefaultPrevented=e.defaultPrevented||void 0===e.defaultPrevented&&!1===e.returnValue?we:Te,this.target=e.target&&3===e.target.nodeType?e.target.parentNode:e.target,this.currentTarget=e.currentTarget,this.relatedTarget=e.relatedTarget):this.type=e,t&&S.extend(this,t),this.timeStamp=e&&e.timeStamp||Date.now(),this[S.expando]=!0},S.Event.prototype={constructor:S.Event,isDefaultPrevented:Te,isPropagationStopped:Te,isImmediatePropagationStopped:Te,isSimulated:!1,preventDefault:function(){var e=this.originalEvent;this.isDefaultPrevented=we,e&&!this.isSimulated&&e.preventDefault()},stopPropagation:function(){var e=this.originalEvent;this.isPropagationStopped=we,e&&!this.isSimulated&&e.stopPropagation()},stopImmediatePropagation:function(){var e=this.originalEvent;this.isImmediatePropagationStopped=we,e&&!this.isSimulated&&e.stopImmediatePropagation(),this.stopPropagation()}},S.each({altKey:!0,bubbles:!0,cancelable:!0,changedTouches:!0,ctrlKey:!0,detail:!0,eventPhase:!0,metaKey:!0,pageX:!0,pageY:!0,shiftKey:!0,view:!0,"char":!0,code:!0,charCode:!0,key:!0,keyCode:!0,button:!0,buttons:!0,clientX:!0,clientY:!0,offsetX:!0,offsetY:!0,pointerId:!0,pointerType:!0,screenX:!0,screenY:!0,targetTouches:!0,toElement:!0,touches:!0,which:!0},S.event.addProp),S.each({focus:"focusin",blur:"focusout"},function(e,t){S.event.special[e]={setup:function(){return Se(this,e,Ce),!1},trigger:function(){return Se(this,e),!0},_default:function(){return!0},delegateType:t}}),S.each({mouseenter:"mouseover",mouseleave:"mouseout",pointerenter:"pointerover",pointerleave:"pointerout"},function(e,i){S.event.special[e]={delegateType:i,bindType:i,handle:function(e){var t,n=e.relatedTarget,r=e.handleObj;return n&&(n===this||S.contains(this,n))||(e.type=r.origType,t=r.handler.apply(this,arguments),e.type=i),t}}}),S.fn.extend({on:function(e,t,n,r){return Ee(this,e,t,n,r)},one:function(e,t,n,r){return Ee(this,e,t,n,r,1)},off:function(e,t,n){var r,i;if(e&&e.preventDefault&&e.handleObj)return r=e.handleObj,S(e.delegateTarget).off(r.namespace?r.origType+"."+r.namespace:r.origType,r.selector,r.handler),this;if("object"==typeof e){for(i in e)this.off(i,t,e[i]);return this}return!1!==t&&"function"!=typeof t||(n=t,t=void 0),!1===n&&(n=Te),this.each(function(){S.event.remove(this,e,n,t)})}});var ke=/<script|<style|<link/i,Ae=/checked\s*(?:[^=]|=\s*.checked.)/i,Ne=/^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g;function je(e,t){return A(e,"table")&&A(11!==t.nodeType?t:t.firstChild,"tr")&&S(e).children("tbody")[0]||e}function De(e){return e.type=(null!==e.getAttribute("type"))+"/"+e.type,e}function qe(e){return"true/"===(e.type||"").slice(0,5)?e.type=e.type.slice(5):e.removeAttribute("type"),e}function Le(e,t){var n,r,i,o,a,s;if(1===t.nodeType){if(Y.hasData(e)&&(s=Y.get(e).events))for(i in Y.remove(t,"handle events"),s)for(n=0,r=s[i].length;n<r;n++)S.event.add(t,i,s[i][n]);Q.hasData(e)&&(o=Q.access(e),a=S.extend({},o),Q.set(t,a))}}function He(n,r,i,o){r=g(r);var e,t,a,s,u,l,c=0,f=n.length,p=f-1,d=r[0],h=m(d);if(h||1<f&&"string"==typeof d&&!y.checkClone&&Ae.test(d))return n.each(function(e){var t=n.eq(e);h&&(r[0]=d.call(this,e,t.html())),He(t,r,i,o)});if(f&&(t=(e=xe(r,n[0].ownerDocument,!1,n,o)).firstChild,1===e.childNodes.length&&(e=t),t||o)){for(s=(a=S.map(ve(e,"script"),De)).length;c<f;c++)u=e,c!==p&&(u=S.clone(u,!0,!0),s&&S.merge(a,ve(u,"script"))),i.call(n[c],u,c);if(s)for(l=a[a.length-1].ownerDocument,S.map(a,qe),c=0;c<s;c++)u=a[c],he.test(u.type||"")&&!Y.access(u,"globalEval")&&S.contains(l,u)&&(u.src&&"module"!==(u.type||"").toLowerCase()?S._evalUrl&&!u.noModule&&S._evalUrl(u.src,{nonce:u.nonce||u.getAttribute("nonce")},l):b(u.textContent.replace(Ne,""),u,l))}return n}function Oe(e,t,n){for(var r,i=t?S.filter(t,e):e,o=0;null!=(r=i[o]);o++)n||1!==r.nodeType||S.cleanData(ve(r)),r.parentNode&&(n&&ie(r)&&ye(ve(r,"script")),r.parentNode.removeChild(r));return e}S.extend({htmlPrefilter:function(e){return e},clone:function(e,t,n){var r,i,o,a,s,u,l,c=e.cloneNode(!0),f=ie(e);if(!(y.noCloneChecked||1!==e.nodeType&&11!==e.nodeType||S.isXMLDoc(e)))for(a=ve(c),r=0,i=(o=ve(e)).length;r<i;r++)s=o[r],u=a[r],void 0,"input"===(l=u.nodeName.toLowerCase())&&pe.test(s.type)?u.checked=s.checked:"input"!==l&&"textarea"!==l||(u.defaultValue=s.defaultValue);if(t)if(n)for(o=o||ve(e),a=a||ve(c),r=0,i=o.length;r<i;r++)Le(o[r],a[r]);else Le(e,c);return 0<(a=ve(c,"script")).length&&ye(a,!f&&ve(e,"script")),c},cleanData:function(e){for(var t,n,r,i=S.event.special,o=0;void 0!==(n=e[o]);o++)if(V(n)){if(t=n[Y.expando]){if(t.events)for(r in t.events)i[r]?S.event.remove(n,r):S.removeEvent(n,r,t.handle);n[Y.expando]=void 0}n[Q.expando]&&(n[Q.expando]=void 0)}}}),S.fn.extend({detach:function(e){return Oe(this,e,!0)},remove:function(e){return Oe(this,e)},text:function(e){return $(this,function(e){return void 0===e?S.text(this):this.empty().each(function(){1!==this.nodeType&&11!==this.nodeType&&9!==this.nodeType||(this.textContent=e)})},null,e,arguments.length)},append:function(){return He(this,arguments,function(e){1!==this.nodeType&&11!==this.nodeType&&9!==this.nodeType||je(this,e).appendChild(e)})},prepend:function(){return He(this,arguments,function(e){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var t=je(this,e);t.insertBefore(e,t.firstChild)}})},before:function(){return He(this,arguments,function(e){this.parentNode&&this.parentNode.insertBefore(e,this)})},after:function(){return He(this,arguments,function(e){this.parentNode&&this.parentNode.insertBefore(e,this.nextSibling)})},empty:function(){for(var e,t=0;null!=(e=this[t]);t++)1===e.nodeType&&(S.cleanData(ve(e,!1)),e.textContent="");return this},clone:function(e,t){return e=null!=e&&e,t=null==t?e:t,this.map(function(){return S.clone(this,e,t)})},html:function(e){return $(this,function(e){var t=this[0]||{},n=0,r=this.length;if(void 0===e&&1===t.nodeType)return t.innerHTML;if("string"==typeof e&&!ke.test(e)&&!ge[(de.exec(e)||["",""])[1].toLowerCase()]){e=S.htmlPrefilter(e);try{for(;n<r;n++)1===(t=this[n]||{}).nodeType&&(S.cleanData(ve(t,!1)),t.innerHTML=e);t=0}catch(e){}}t&&this.empty().append(e)},null,e,arguments.length)},replaceWith:function(){var n=[];return He(this,arguments,function(e){var t=this.parentNode;S.inArray(this,n)<0&&(S.cleanData(ve(this)),t&&t.replaceChild(e,this))},n)}}),S.each({appendTo:"append",prependTo:"prepend",insertBefore:"before",insertAfter:"after",replaceAll:"replaceWith"},function(e,a){S.fn[e]=function(e){for(var t,n=[],r=S(e),i=r.length-1,o=0;o<=i;o++)t=o===i?this:this.clone(!0),S(r[o])[a](t),u.apply(n,t.get());return this.pushStack(n)}});var Pe=new RegExp("^("+ee+")(?!px)[a-z%]+$","i"),Re=function(e){var t=e.ownerDocument.defaultView;return t&&t.opener||(t=C),t.getComputedStyle(e)},Me=function(e,t,n){var r,i,o={};for(i in t)o[i]=e.style[i],e.style[i]=t[i];for(i in r=n.call(e),t)e.style[i]=o[i];return r},Ie=new RegExp(ne.join("|"),"i");function We(e,t,n){var r,i,o,a,s=e.style;return(n=n||Re(e))&&(""!==(a=n.getPropertyValue(t)||n[t])||ie(e)||(a=S.style(e,t)),!y.pixelBoxStyles()&&Pe.test(a)&&Ie.test(t)&&(r=s.width,i=s.minWidth,o=s.maxWidth,s.minWidth=s.maxWidth=s.width=a,a=n.width,s.width=r,s.minWidth=i,s.maxWidth=o)),void 0!==a?a+"":a}function Fe(e,t){return{get:function(){if(!e())return(this.get=t).apply(this,arguments);delete this.get}}}!function(){function e(){if(l){u.style.cssText="position:absolute;left:-11111px;width:60px;margin-top:1px;padding:0;border:0",l.style.cssText="position:relative;display:block;box-sizing:border-box;overflow:scroll;margin:auto;border:1px;padding:1px;width:60%;top:1%",re.appendChild(u).appendChild(l);var e=C.getComputedStyle(l);n="1%"!==e.top,s=12===t(e.marginLeft),l.style.right="60%",o=36===t(e.right),r=36===t(e.width),l.style.position="absolute",i=12===t(l.offsetWidth/3),re.removeChild(u),l=null}}function t(e){return Math.round(parseFloat(e))}var n,r,i,o,a,s,u=E.createElement("div"),l=E.createElement("div");l.style&&(l.style.backgroundClip="content-box",l.cloneNode(!0).style.backgroundClip="",y.clearCloneStyle="content-box"===l.style.backgroundClip,S.extend(y,{boxSizingReliable:function(){return e(),r},pixelBoxStyles:function(){return e(),o},pixelPosition:function(){return e(),n},reliableMarginLeft:function(){return e(),s},scrollboxSize:function(){return e(),i},reliableTrDimensions:function(){var e,t,n,r;return null==a&&(e=E.createElement("table"),t=E.createElement("tr"),n=E.createElement("div"),e.style.cssText="position:absolute;left:-11111px;border-collapse:separate",t.style.cssText="border:1px solid",t.style.height="1px",n.style.height="9px",n.style.display="block",re.appendChild(e).appendChild(t).appendChild(n),r=C.getComputedStyle(t),a=parseInt(r.height,10)+parseInt(r.borderTopWidth,10)+parseInt(r.borderBottomWidth,10)===t.offsetHeight,re.removeChild(e)),a}}))}();var Be=["Webkit","Moz","ms"],$e=E.createElement("div").style,_e={};function ze(e){var t=S.cssProps[e]||_e[e];return t||(e in $e?e:_e[e]=function(e){var t=e[0].toUpperCase()+e.slice(1),n=Be.length;while(n--)if((e=Be[n]+t)in $e)return e}(e)||e)}var Ue=/^(none|table(?!-c[ea]).+)/,Xe=/^--/,Ve={position:"absolute",visibility:"hidden",display:"block"},Ge={letterSpacing:"0",fontWeight:"400"};function Ye(e,t,n){var r=te.exec(t);return r?Math.max(0,r[2]-(n||0))+(r[3]||"px"):t}function Qe(e,t,n,r,i,o){var a="width"===t?1:0,s=0,u=0;if(n===(r?"border":"content"))return 0;for(;a<4;a+=2)"margin"===n&&(u+=S.css(e,n+ne[a],!0,i)),r?("content"===n&&(u-=S.css(e,"padding"+ne[a],!0,i)),"margin"!==n&&(u-=S.css(e,"border"+ne[a]+"Width",!0,i))):(u+=S.css(e,"padding"+ne[a],!0,i),"padding"!==n?u+=S.css(e,"border"+ne[a]+"Width",!0,i):s+=S.css(e,"border"+ne[a]+"Width",!0,i));return!r&&0<=o&&(u+=Math.max(0,Math.ceil(e["offset"+t[0].toUpperCase()+t.slice(1)]-o-u-s-.5))||0),u}function Je(e,t,n){var r=Re(e),i=(!y.boxSizingReliable()||n)&&"border-box"===S.css(e,"boxSizing",!1,r),o=i,a=We(e,t,r),s="offset"+t[0].toUpperCase()+t.slice(1);if(Pe.test(a)){if(!n)return a;a="auto"}return(!y.boxSizingReliable()&&i||!y.reliableTrDimensions()&&A(e,"tr")||"auto"===a||!parseFloat(a)&&"inline"===S.css(e,"display",!1,r))&&e.getClientRects().length&&(i="border-box"===S.css(e,"boxSizing",!1,r),(o=s in e)&&(a=e[s])),(a=parseFloat(a)||0)+Qe(e,t,n||(i?"border":"content"),o,r,a)+"px"}function Ke(e,t,n,r,i){return new Ke.prototype.init(e,t,n,r,i)}S.extend({cssHooks:{opacity:{get:function(e,t){if(t){var n=We(e,"opacity");return""===n?"1":n}}}},cssNumber:{animationIterationCount:!0,columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,gridArea:!0,gridColumn:!0,gridColumnEnd:!0,gridColumnStart:!0,gridRow:!0,gridRowEnd:!0,gridRowStart:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{},style:function(e,t,n,r){if(e&&3!==e.nodeType&&8!==e.nodeType&&e.style){var i,o,a,s=X(t),u=Xe.test(t),l=e.style;if(u||(t=ze(s)),a=S.cssHooks[t]||S.cssHooks[s],void 0===n)return a&&"get"in a&&void 0!==(i=a.get(e,!1,r))?i:l[t];"string"===(o=typeof n)&&(i=te.exec(n))&&i[1]&&(n=se(e,t,i),o="number"),null!=n&&n==n&&("number"!==o||u||(n+=i&&i[3]||(S.cssNumber[s]?"":"px")),y.clearCloneStyle||""!==n||0!==t.indexOf("background")||(l[t]="inherit"),a&&"set"in a&&void 0===(n=a.set(e,n,r))||(u?l.setProperty(t,n):l[t]=n))}},css:function(e,t,n,r){var i,o,a,s=X(t);return Xe.test(t)||(t=ze(s)),(a=S.cssHooks[t]||S.cssHooks[s])&&"get"in a&&(i=a.get(e,!0,n)),void 0===i&&(i=We(e,t,r)),"normal"===i&&t in Ge&&(i=Ge[t]),""===n||n?(o=parseFloat(i),!0===n||isFinite(o)?o||0:i):i}}),S.each(["height","width"],function(e,u){S.cssHooks[u]={get:function(e,t,n){if(t)return!Ue.test(S.css(e,"display"))||e.getClientRects().length&&e.getBoundingClientRect().width?Je(e,u,n):Me(e,Ve,function(){return Je(e,u,n)})},set:function(e,t,n){var r,i=Re(e),o=!y.scrollboxSize()&&"absolute"===i.position,a=(o||n)&&"border-box"===S.css(e,"boxSizing",!1,i),s=n?Qe(e,u,n,a,i):0;return a&&o&&(s-=Math.ceil(e["offset"+u[0].toUpperCase()+u.slice(1)]-parseFloat(i[u])-Qe(e,u,"border",!1,i)-.5)),s&&(r=te.exec(t))&&"px"!==(r[3]||"px")&&(e.style[u]=t,t=S.css(e,u)),Ye(0,t,s)}}}),S.cssHooks.marginLeft=Fe(y.reliableMarginLeft,function(e,t){if(t)return(parseFloat(We(e,"marginLeft"))||e.getBoundingClientRect().left-Me(e,{marginLeft:0},function(){return e.getBoundingClientRect().left}))+"px"}),S.each({margin:"",padding:"",border:"Width"},function(i,o){S.cssHooks[i+o]={expand:function(e){for(var t=0,n={},r="string"==typeof e?e.split(" "):[e];t<4;t++)n[i+ne[t]+o]=r[t]||r[t-2]||r[0];return n}},"margin"!==i&&(S.cssHooks[i+o].set=Ye)}),S.fn.extend({css:function(e,t){return $(this,function(e,t,n){var r,i,o={},a=0;if(Array.isArray(t)){for(r=Re(e),i=t.length;a<i;a++)o[t[a]]=S.css(e,t[a],!1,r);return o}return void 0!==n?S.style(e,t,n):S.css(e,t)},e,t,1<arguments.length)}}),((S.Tween=Ke).prototype={constructor:Ke,init:function(e,t,n,r,i,o){this.elem=e,this.prop=n,this.easing=i||S.easing._default,this.options=t,this.start=this.now=this.cur(),this.end=r,this.unit=o||(S.cssNumber[n]?"":"px")},cur:function(){var e=Ke.propHooks[this.prop];return e&&e.get?e.get(this):Ke.propHooks._default.get(this)},run:function(e){var t,n=Ke.propHooks[this.prop];return this.options.duration?this.pos=t=S.easing[this.easing](e,this.options.duration*e,0,1,this.options.duration):this.pos=t=e,this.now=(this.end-this.start)*t+this.start,this.options.step&&this.options.step.call(this.elem,this.now,this),n&&n.set?n.set(this):Ke.propHooks._default.set(this),this}}).init.prototype=Ke.prototype,(Ke.propHooks={_default:{get:function(e){var t;return 1!==e.elem.nodeType||null!=e.elem[e.prop]&&null==e.elem.style[e.prop]?e.elem[e.prop]:(t=S.css(e.elem,e.prop,""))&&"auto"!==t?t:0},set:function(e){S.fx.step[e.prop]?S.fx.step[e.prop](e):1!==e.elem.nodeType||!S.cssHooks[e.prop]&&null==e.elem.style[ze(e.prop)]?e.elem[e.prop]=e.now:S.style(e.elem,e.prop,e.now+e.unit)}}}).scrollTop=Ke.propHooks.scrollLeft={set:function(e){e.elem.nodeType&&e.elem.parentNode&&(e.elem[e.prop]=e.now)}},S.easing={linear:function(e){return e},swing:function(e){return.5-Math.cos(e*Math.PI)/2},_default:"swing"},S.fx=Ke.prototype.init,S.fx.step={};var Ze,et,tt,nt,rt=/^(?:toggle|show|hide)$/,it=/queueHooks$/;function ot(){et&&(!1===E.hidden&&C.requestAnimationFrame?C.requestAnimationFrame(ot):C.setTimeout(ot,S.fx.interval),S.fx.tick())}function at(){return C.setTimeout(function(){Ze=void 0}),Ze=Date.now()}function st(e,t){var n,r=0,i={height:e};for(t=t?1:0;r<4;r+=2-t)i["margin"+(n=ne[r])]=i["padding"+n]=e;return t&&(i.opacity=i.width=e),i}function ut(e,t,n){for(var r,i=(lt.tweeners[t]||[]).concat(lt.tweeners["*"]),o=0,a=i.length;o<a;o++)if(r=i[o].call(n,t,e))return r}function lt(o,e,t){var n,a,r=0,i=lt.prefilters.length,s=S.Deferred().always(function(){delete u.elem}),u=function(){if(a)return!1;for(var e=Ze||at(),t=Math.max(0,l.startTime+l.duration-e),n=1-(t/l.duration||0),r=0,i=l.tweens.length;r<i;r++)l.tweens[r].run(n);return s.notifyWith(o,[l,n,t]),n<1&&i?t:(i||s.notifyWith(o,[l,1,0]),s.resolveWith(o,[l]),!1)},l=s.promise({elem:o,props:S.extend({},e),opts:S.extend(!0,{specialEasing:{},easing:S.easing._default},t),originalProperties:e,originalOptions:t,startTime:Ze||at(),duration:t.duration,tweens:[],createTween:function(e,t){var n=S.Tween(o,l.opts,e,t,l.opts.specialEasing[e]||l.opts.easing);return l.tweens.push(n),n},stop:function(e){var t=0,n=e?l.tweens.length:0;if(a)return this;for(a=!0;t<n;t++)l.tweens[t].run(1);return e?(s.notifyWith(o,[l,1,0]),s.resolveWith(o,[l,e])):s.rejectWith(o,[l,e]),this}}),c=l.props;for(!function(e,t){var n,r,i,o,a;for(n in e)if(i=t[r=X(n)],o=e[n],Array.isArray(o)&&(i=o[1],o=e[n]=o[0]),n!==r&&(e[r]=o,delete e[n]),(a=S.cssHooks[r])&&"expand"in a)for(n in o=a.expand(o),delete e[r],o)n in e||(e[n]=o[n],t[n]=i);else t[r]=i}(c,l.opts.specialEasing);r<i;r++)if(n=lt.prefilters[r].call(l,o,c,l.opts))return m(n.stop)&&(S._queueHooks(l.elem,l.opts.queue).stop=n.stop.bind(n)),n;return S.map(c,ut,l),m(l.opts.start)&&l.opts.start.call(o,l),l.progress(l.opts.progress).done(l.opts.done,l.opts.complete).fail(l.opts.fail).always(l.opts.always),S.fx.timer(S.extend(u,{elem:o,anim:l,queue:l.opts.queue})),l}S.Animation=S.extend(lt,{tweeners:{"*":[function(e,t){var n=this.createTween(e,t);return se(n.elem,e,te.exec(t),n),n}]},tweener:function(e,t){m(e)?(t=e,e=["*"]):e=e.match(P);for(var n,r=0,i=e.length;r<i;r++)n=e[r],lt.tweeners[n]=lt.tweeners[n]||[],lt.tweeners[n].unshift(t)},prefilters:[function(e,t,n){var r,i,o,a,s,u,l,c,f="width"in t||"height"in t,p=this,d={},h=e.style,g=e.nodeType&&ae(e),v=Y.get(e,"fxshow");for(r in n.queue||(null==(a=S._queueHooks(e,"fx")).unqueued&&(a.unqueued=0,s=a.empty.fire,a.empty.fire=function(){a.unqueued||s()}),a.unqueued++,p.always(function(){p.always(function(){a.unqueued--,S.queue(e,"fx").length||a.empty.fire()})})),t)if(i=t[r],rt.test(i)){if(delete t[r],o=o||"toggle"===i,i===(g?"hide":"show")){if("show"!==i||!v||void 0===v[r])continue;g=!0}d[r]=v&&v[r]||S.style(e,r)}if((u=!S.isEmptyObject(t))||!S.isEmptyObject(d))for(r in f&&1===e.nodeType&&(n.overflow=[h.overflow,h.overflowX,h.overflowY],null==(l=v&&v.display)&&(l=Y.get(e,"display")),"none"===(c=S.css(e,"display"))&&(l?c=l:(le([e],!0),l=e.style.display||l,c=S.css(e,"display"),le([e]))),("inline"===c||"inline-block"===c&&null!=l)&&"none"===S.css(e,"float")&&(u||(p.done(function(){h.display=l}),null==l&&(c=h.display,l="none"===c?"":c)),h.display="inline-block")),n.overflow&&(h.overflow="hidden",p.always(function(){h.overflow=n.overflow[0],h.overflowX=n.overflow[1],h.overflowY=n.overflow[2]})),u=!1,d)u||(v?"hidden"in v&&(g=v.hidden):v=Y.access(e,"fxshow",{display:l}),o&&(v.hidden=!g),g&&le([e],!0),p.done(function(){for(r in g||le([e]),Y.remove(e,"fxshow"),d)S.style(e,r,d[r])})),u=ut(g?v[r]:0,r,p),r in v||(v[r]=u.start,g&&(u.end=u.start,u.start=0))}],prefilter:function(e,t){t?lt.prefilters.unshift(e):lt.prefilters.push(e)}}),S.speed=function(e,t,n){var r=e&&"object"==typeof e?S.extend({},e):{complete:n||!n&&t||m(e)&&e,duration:e,easing:n&&t||t&&!m(t)&&t};return S.fx.off?r.duration=0:"number"!=typeof r.duration&&(r.duration in S.fx.speeds?r.duration=S.fx.speeds[r.duration]:r.duration=S.fx.speeds._default),null!=r.queue&&!0!==r.queue||(r.queue="fx"),r.old=r.complete,r.complete=function(){m(r.old)&&r.old.call(this),r.queue&&S.dequeue(this,r.queue)},r},S.fn.extend({fadeTo:function(e,t,n,r){return this.filter(ae).css("opacity",0).show().end().animate({opacity:t},e,n,r)},animate:function(t,e,n,r){var i=S.isEmptyObject(t),o=S.speed(e,n,r),a=function(){var e=lt(this,S.extend({},t),o);(i||Y.get(this,"finish"))&&e.stop(!0)};return a.finish=a,i||!1===o.queue?this.each(a):this.queue(o.queue,a)},stop:function(i,e,o){var a=function(e){var t=e.stop;delete e.stop,t(o)};return"string"!=typeof i&&(o=e,e=i,i=void 0),e&&this.queue(i||"fx",[]),this.each(function(){var e=!0,t=null!=i&&i+"queueHooks",n=S.timers,r=Y.get(this);if(t)r[t]&&r[t].stop&&a(r[t]);else for(t in r)r[t]&&r[t].stop&&it.test(t)&&a(r[t]);for(t=n.length;t--;)n[t].elem!==this||null!=i&&n[t].queue!==i||(n[t].anim.stop(o),e=!1,n.splice(t,1));!e&&o||S.dequeue(this,i)})},finish:function(a){return!1!==a&&(a=a||"fx"),this.each(function(){var e,t=Y.get(this),n=t[a+"queue"],r=t[a+"queueHooks"],i=S.timers,o=n?n.length:0;for(t.finish=!0,S.queue(this,a,[]),r&&r.stop&&r.stop.call(this,!0),e=i.length;e--;)i[e].elem===this&&i[e].queue===a&&(i[e].anim.stop(!0),i.splice(e,1));for(e=0;e<o;e++)n[e]&&n[e].finish&&n[e].finish.call(this);delete t.finish})}}),S.each(["toggle","show","hide"],function(e,r){var i=S.fn[r];S.fn[r]=function(e,t,n){return null==e||"boolean"==typeof e?i.apply(this,arguments):this.animate(st(r,!0),e,t,n)}}),S.each({slideDown:st("show"),slideUp:st("hide"),slideToggle:st("toggle"),fadeIn:{opacity:"show"},fadeOut:{opacity:"hide"},fadeToggle:{opacity:"toggle"}},function(e,r){S.fn[e]=function(e,t,n){return this.animate(r,e,t,n)}}),S.timers=[],S.fx.tick=function(){var e,t=0,n=S.timers;for(Ze=Date.now();t<n.length;t++)(e=n[t])()||n[t]!==e||n.splice(t--,1);n.length||S.fx.stop(),Ze=void 0},S.fx.timer=function(e){S.timers.push(e),S.fx.start()},S.fx.interval=13,S.fx.start=function(){et||(et=!0,ot())},S.fx.stop=function(){et=null},S.fx.speeds={slow:600,fast:200,_default:400},S.fn.delay=function(r,e){return r=S.fx&&S.fx.speeds[r]||r,e=e||"fx",this.queue(e,function(e,t){var n=C.setTimeout(e,r);t.stop=function(){C.clearTimeout(n)}})},tt=E.createElement("input"),nt=E.createElement("select").appendChild(E.createElement("option")),tt.type="checkbox",y.checkOn=""!==tt.value,y.optSelected=nt.selected,(tt=E.createElement("input")).value="t",tt.type="radio",y.radioValue="t"===tt.value;var ct,ft=S.expr.attrHandle;S.fn.extend({attr:function(e,t){return $(this,S.attr,e,t,1<arguments.length)},removeAttr:function(e){return this.each(function(){S.removeAttr(this,e)})}}),S.extend({attr:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&&8!==o&&2!==o)return"undefined"==typeof e.getAttribute?S.prop(e,t,n):(1===o&&S.isXMLDoc(e)||(i=S.attrHooks[t.toLowerCase()]||(S.expr.match.bool.test(t)?ct:void 0)),void 0!==n?null===n?void S.removeAttr(e,t):i&&"set"in i&&void 0!==(r=i.set(e,n,t))?r:(e.setAttribute(t,n+""),n):i&&"get"in i&&null!==(r=i.get(e,t))?r:null==(r=S.find.attr(e,t))?void 0:r)},attrHooks:{type:{set:function(e,t){if(!y.radioValue&&"radio"===t&&A(e,"input")){var n=e.value;return e.setAttribute("type",t),n&&(e.value=n),t}}}},removeAttr:function(e,t){var n,r=0,i=t&&t.match(P);if(i&&1===e.nodeType)while(n=i[r++])e.removeAttribute(n)}}),ct={set:function(e,t,n){return!1===t?S.removeAttr(e,n):e.setAttribute(n,n),n}},S.each(S.expr.match.bool.source.match(/\w+/g),function(e,t){var a=ft[t]||S.find.attr;ft[t]=function(e,t,n){var r,i,o=t.toLowerCase();return n||(i=ft[o],ft[o]=r,r=null!=a(e,t,n)?o:null,ft[o]=i),r}});var pt=/^(?:input|select|textarea|button)$/i,dt=/^(?:a|area)$/i;function ht(e){return(e.match(P)||[]).join(" ")}function gt(e){return e.getAttribute&&e.getAttribute("class")||""}function vt(e){return Array.isArray(e)?e:"string"==typeof e&&e.match(P)||[]}S.fn.extend({prop:function(e,t){return $(this,S.prop,e,t,1<arguments.length)},removeProp:function(e){return this.each(function(){delete this[S.propFix[e]||e]})}}),S.extend({prop:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&&8!==o&&2!==o)return 1===o&&S.isXMLDoc(e)||(t=S.propFix[t]||t,i=S.propHooks[t]),void 0!==n?i&&"set"in i&&void 0!==(r=i.set(e,n,t))?r:e[t]=n:i&&"get"in i&&null!==(r=i.get(e,t))?r:e[t]},propHooks:{tabIndex:{get:function(e){var t=S.find.attr(e,"tabindex");return t?parseInt(t,10):pt.test(e.nodeName)||dt.test(e.nodeName)&&e.href?0:-1}}},propFix:{"for":"htmlFor","class":"className"}}),y.optSelected||(S.propHooks.selected={get:function(e){var t=e.parentNode;return t&&t.parentNode&&t.parentNode.selectedIndex,null},set:function(e){var t=e.parentNode;t&&(t.selectedIndex,t.parentNode&&t.parentNode.selectedIndex)}}),S.each(["tabIndex","readOnly","maxLength","cellSpacing","cellPadding","rowSpan","colSpan","useMap","frameBorder","contentEditable"],function(){S.propFix[this.toLowerCase()]=this}),S.fn.extend({addClass:function(t){var e,n,r,i,o,a,s,u=0;if(m(t))return this.each(function(e){S(this).addClass(t.call(this,e,gt(this)))});if((e=vt(t)).length)while(n=this[u++])if(i=gt(n),r=1===n.nodeType&&" "+ht(i)+" "){a=0;while(o=e[a++])r.indexOf(" "+o+" ")<0&&(r+=o+" ");i!==(s=ht(r))&&n.setAttribute("class",s)}return this},removeClass:function(t){var e,n,r,i,o,a,s,u=0;if(m(t))return this.each(function(e){S(this).removeClass(t.call(this,e,gt(this)))});if(!arguments.length)return this.attr("class","");if((e=vt(t)).length)while(n=this[u++])if(i=gt(n),r=1===n.nodeType&&" "+ht(i)+" "){a=0;while(o=e[a++])while(-1<r.indexOf(" "+o+" "))r=r.replace(" "+o+" "," ");i!==(s=ht(r))&&n.setAttribute("class",s)}return this},toggleClass:function(i,t){var o=typeof i,a="string"===o||Array.isArray(i);return"boolean"==typeof t&&a?t?this.addClass(i):this.removeClass(i):m(i)?this.each(function(e){S(this).toggleClass(i.call(this,e,gt(this),t),t)}):this.each(function(){var e,t,n,r;if(a){t=0,n=S(this),r=vt(i);while(e=r[t++])n.hasClass(e)?n.removeClass(e):n.addClass(e)}else void 0!==i&&"boolean"!==o||((e=gt(this))&&Y.set(this,"__className__",e),this.setAttribute&&this.setAttribute("class",e||!1===i?"":Y.get(this,"__className__")||""))})},hasClass:function(e){var t,n,r=0;t=" "+e+" ";while(n=this[r++])if(1===n.nodeType&&-1<(" "+ht(gt(n))+" ").indexOf(t))return!0;return!1}});var yt=/\r/g;S.fn.extend({val:function(n){var r,e,i,t=this[0];return arguments.length?(i=m(n),this.each(function(e){var t;1===this.nodeType&&(null==(t=i?n.call(this,e,S(this).val()):n)?t="":"number"==typeof t?t+="":Array.isArray(t)&&(t=S.map(t,function(e){return null==e?"":e+""})),(r=S.valHooks[this.type]||S.valHooks[this.nodeName.toLowerCase()])&&"set"in r&&void 0!==r.set(this,t,"value")||(this.value=t))})):t?(r=S.valHooks[t.type]||S.valHooks[t.nodeName.toLowerCase()])&&"get"in r&&void 0!==(e=r.get(t,"value"))?e:"string"==typeof(e=t.value)?e.replace(yt,""):null==e?"":e:void 0}}),S.extend({valHooks:{option:{get:function(e){var t=S.find.attr(e,"value");return null!=t?t:ht(S.text(e))}},select:{get:function(e){var t,n,r,i=e.options,o=e.selectedIndex,a="select-one"===e.type,s=a?null:[],u=a?o+1:i.length;for(r=o<0?u:a?o:0;r<u;r++)if(((n=i[r]).selected||r===o)&&!n.disabled&&(!n.parentNode.disabled||!A(n.parentNode,"optgroup"))){if(t=S(n).val(),a)return t;s.push(t)}return s},set:function(e,t){var n,r,i=e.options,o=S.makeArray(t),a=i.length;while(a--)((r=i[a]).selected=-1<S.inArray(S.valHooks.option.get(r),o))&&(n=!0);return n||(e.selectedIndex=-1),o}}}}),S.each(["radio","checkbox"],function(){S.valHooks[this]={set:function(e,t){if(Array.isArray(t))return e.checked=-1<S.inArray(S(e).val(),t)}},y.checkOn||(S.valHooks[this].get=function(e){return null===e.getAttribute("value")?"on":e.value})}),y.focusin="onfocusin"in C;var mt=/^(?:focusinfocus|focusoutblur)$/,xt=function(e){e.stopPropagation()};S.extend(S.event,{trigger:function(e,t,n,r){var i,o,a,s,u,l,c,f,p=[n||E],d=v.call(e,"type")?e.type:e,h=v.call(e,"namespace")?e.namespace.split("."):[];if(o=f=a=n=n||E,3!==n.nodeType&&8!==n.nodeType&&!mt.test(d+S.event.triggered)&&(-1<d.indexOf(".")&&(d=(h=d.split(".")).shift(),h.sort()),u=d.indexOf(":")<0&&"on"+d,(e=e[S.expando]?e:new S.Event(d,"object"==typeof e&&e)).isTrigger=r?2:3,e.namespace=h.join("."),e.rnamespace=e.namespace?new RegExp("(^|\\.)"+h.join("\\.(?:.*\\.|)")+"(\\.|$)"):null,e.result=void 0,e.target||(e.target=n),t=null==t?[e]:S.makeArray(t,[e]),c=S.event.special[d]||{},r||!c.trigger||!1!==c.trigger.apply(n,t))){if(!r&&!c.noBubble&&!x(n)){for(s=c.delegateType||d,mt.test(s+d)||(o=o.parentNode);o;o=o.parentNode)p.push(o),a=o;a===(n.ownerDocument||E)&&p.push(a.defaultView||a.parentWindow||C)}i=0;while((o=p[i++])&&!e.isPropagationStopped())f=o,e.type=1<i?s:c.bindType||d,(l=(Y.get(o,"events")||Object.create(null))[e.type]&&Y.get(o,"handle"))&&l.apply(o,t),(l=u&&o[u])&&l.apply&&V(o)&&(e.result=l.apply(o,t),!1===e.result&&e.preventDefault());return e.type=d,r||e.isDefaultPrevented()||c._default&&!1!==c._default.apply(p.pop(),t)||!V(n)||u&&m(n[d])&&!x(n)&&((a=n[u])&&(n[u]=null),S.event.triggered=d,e.isPropagationStopped()&&f.addEventListener(d,xt),n[d](),e.isPropagationStopped()&&f.removeEventListener(d,xt),S.event.triggered=void 0,a&&(n[u]=a)),e.result}},simulate:function(e,t,n){var r=S.extend(new S.Event,n,{type:e,isSimulated:!0});S.event.trigger(r,null,t)}}),S.fn.extend({trigger:function(e,t){return this.each(function(){S.event.trigger(e,t,this)})},triggerHandler:function(e,t){var n=this[0];if(n)return S.event.trigger(e,t,n,!0)}}),y.focusin||S.each({focus:"focusin",blur:"focusout"},function(n,r){var i=function(e){S.event.simulate(r,e.target,S.event.fix(e))};S.event.special[r]={setup:function(){var e=this.ownerDocument||this.document||this,t=Y.access(e,r);t||e.addEventListener(n,i,!0),Y.access(e,r,(t||0)+1)},teardown:function(){var e=this.ownerDocument||this.document||this,t=Y.access(e,r)-1;t?Y.access(e,r,t):(e.removeEventListener(n,i,!0),Y.remove(e,r))}}});var bt=C.location,wt={guid:Date.now()},Tt=/\?/;S.parseXML=function(e){var t,n;if(!e||"string"!=typeof e)return null;try{t=(new C.DOMParser).parseFromString(e,"text/xml")}catch(e){}return n=t&&t.getElementsByTagName("parsererror")[0],t&&!n||S.error("Invalid XML: "+(n?S.map(n.childNodes,function(e){return e.textContent}).join("\n"):e)),t};var Ct=/\[\]$/,Et=/\r?\n/g,St=/^(?:submit|button|image|reset|file)$/i,kt=/^(?:input|select|textarea|keygen)/i;function At(n,e,r,i){var t;if(Array.isArray(e))S.each(e,function(e,t){r||Ct.test(n)?i(n,t):At(n+"["+("object"==typeof t&&null!=t?e:"")+"]",t,r,i)});else if(r||"object"!==w(e))i(n,e);else for(t in e)At(n+"["+t+"]",e[t],r,i)}S.param=function(e,t){var n,r=[],i=function(e,t){var n=m(t)?t():t;r[r.length]=encodeURIComponent(e)+"="+encodeURIComponent(null==n?"":n)};if(null==e)return"";if(Array.isArray(e)||e.jquery&&!S.isPlainObject(e))S.each(e,function(){i(this.name,this.value)});else for(n in e)At(n,e[n],t,i);return r.join("&")},S.fn.extend({serialize:function(){return S.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var e=S.prop(this,"elements");return e?S.makeArray(e):this}).filter(function(){var e=this.type;return this.name&&!S(this).is(":disabled")&&kt.test(this.nodeName)&&!St.test(e)&&(this.checked||!pe.test(e))}).map(function(e,t){var n=S(this).val();return null==n?null:Array.isArray(n)?S.map(n,function(e){return{name:t.name,value:e.replace(Et,"\r\n")}}):{name:t.name,value:n.replace(Et,"\r\n")}}).get()}});var Nt=/%20/g,jt=/#.*$/,Dt=/([?&])_=[^&]*/,qt=/^(.*?):[ \t]*([^\r\n]*)$/gm,Lt=/^(?:GET|HEAD)$/,Ht=/^\/\//,Ot={},Pt={},Rt="*/".concat("*"),Mt=E.createElement("a");function It(o){return function(e,t){"string"!=typeof e&&(t=e,e="*");var n,r=0,i=e.toLowerCase().match(P)||[];if(m(t))while(n=i[r++])"+"===n[0]?(n=n.slice(1)||"*",(o[n]=o[n]||[]).unshift(t)):(o[n]=o[n]||[]).push(t)}}function Wt(t,i,o,a){var s={},u=t===Pt;function l(e){var r;return s[e]=!0,S.each(t[e]||[],function(e,t){var n=t(i,o,a);return"string"!=typeof n||u||s[n]?u?!(r=n):void 0:(i.dataTypes.unshift(n),l(n),!1)}),r}return l(i.dataTypes[0])||!s["*"]&&l("*")}function Ft(e,t){var n,r,i=S.ajaxSettings.flatOptions||{};for(n in t)void 0!==t[n]&&((i[n]?e:r||(r={}))[n]=t[n]);return r&&S.extend(!0,e,r),e}Mt.href=bt.href,S.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:bt.href,type:"GET",isLocal:/^(?:about|app|app-storage|.+-extension|file|res|widget):$/.test(bt.protocol),global:!0,processData:!0,async:!0,contentType:"application/x-www-form-urlencoded; charset=UTF-8",accepts:{"*":Rt,text:"text/plain",html:"text/html",xml:"application/xml, text/xml",json:"application/json, text/javascript"},contents:{xml:/\bxml\b/,html:/\bhtml/,json:/\bjson\b/},responseFields:{xml:"responseXML",text:"responseText",json:"responseJSON"},converters:{"* text":String,"text html":!0,"text json":JSON.parse,"text xml":S.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(e,t){return t?Ft(Ft(e,S.ajaxSettings),t):Ft(S.ajaxSettings,e)},ajaxPrefilter:It(Ot),ajaxTransport:It(Pt),ajax:function(e,t){"object"==typeof e&&(t=e,e=void 0),t=t||{};var c,f,p,n,d,r,h,g,i,o,v=S.ajaxSetup({},t),y=v.context||v,m=v.context&&(y.nodeType||y.jquery)?S(y):S.event,x=S.Deferred(),b=S.Callbacks("once memory"),w=v.statusCode||{},a={},s={},u="canceled",T={readyState:0,getResponseHeader:function(e){var t;if(h){if(!n){n={};while(t=qt.exec(p))n[t[1].toLowerCase()+" "]=(n[t[1].toLowerCase()+" "]||[]).concat(t[2])}t=n[e.toLowerCase()+" "]}return null==t?null:t.join(", ")},getAllResponseHeaders:function(){return h?p:null},setRequestHeader:function(e,t){return null==h&&(e=s[e.toLowerCase()]=s[e.toLowerCase()]||e,a[e]=t),this},overrideMimeType:function(e){return null==h&&(v.mimeType=e),this},statusCode:function(e){var t;if(e)if(h)T.always(e[T.status]);else for(t in e)w[t]=[w[t],e[t]];return this},abort:function(e){var t=e||u;return c&&c.abort(t),l(0,t),this}};if(x.promise(T),v.url=((e||v.url||bt.href)+"").replace(Ht,bt.protocol+"//"),v.type=t.method||t.type||v.method||v.type,v.dataTypes=(v.dataType||"*").toLowerCase().match(P)||[""],null==v.crossDomain){r=E.createElement("a");try{r.href=v.url,r.href=r.href,v.crossDomain=Mt.protocol+"//"+Mt.host!=r.protocol+"//"+r.host}catch(e){v.crossDomain=!0}}if(v.data&&v.processData&&"string"!=typeof v.data&&(v.data=S.param(v.data,v.traditional)),Wt(Ot,v,t,T),h)return T;for(i in(g=S.event&&v.global)&&0==S.active++&&S.event.trigger("ajaxStart"),v.type=v.type.toUpperCase(),v.hasContent=!Lt.test(v.type),f=v.url.replace(jt,""),v.hasContent?v.data&&v.processData&&0===(v.contentType||"").indexOf("application/x-www-form-urlencoded")&&(v.data=v.data.replace(Nt,"+")):(o=v.url.slice(f.length),v.data&&(v.processData||"string"==typeof v.data)&&(f+=(Tt.test(f)?"&":"?")+v.data,delete v.data),!1===v.cache&&(f=f.replace(Dt,"$1"),o=(Tt.test(f)?"&":"?")+"_="+wt.guid+++o),v.url=f+o),v.ifModified&&(S.lastModified[f]&&T.setRequestHeader("If-Modified-Since",S.lastModified[f]),S.etag[f]&&T.setRequestHeader("If-None-Match",S.etag[f])),(v.data&&v.hasContent&&!1!==v.contentType||t.contentType)&&T.setRequestHeader("Content-Type",v.contentType),T.setRequestHeader("Accept",v.dataTypes[0]&&v.accepts[v.dataTypes[0]]?v.accepts[v.dataTypes[0]]+("*"!==v.dataTypes[0]?", "+Rt+"; q=0.01":""):v.accepts["*"]),v.headers)T.setRequestHeader(i,v.headers[i]);if(v.beforeSend&&(!1===v.beforeSend.call(y,T,v)||h))return T.abort();if(u="abort",b.add(v.complete),T.done(v.success),T.fail(v.error),c=Wt(Pt,v,t,T)){if(T.readyState=1,g&&m.trigger("ajaxSend",[T,v]),h)return T;v.async&&0<v.timeout&&(d=C.setTimeout(function(){T.abort("timeout")},v.timeout));try{h=!1,c.send(a,l)}catch(e){if(h)throw e;l(-1,e)}}else l(-1,"No Transport");function l(e,t,n,r){var i,o,a,s,u,l=t;h||(h=!0,d&&C.clearTimeout(d),c=void 0,p=r||"",T.readyState=0<e?4:0,i=200<=e&&e<300||304===e,n&&(s=function(e,t,n){var r,i,o,a,s=e.contents,u=e.dataTypes;while("*"===u[0])u.shift(),void 0===r&&(r=e.mimeType||t.getResponseHeader("Content-Type"));if(r)for(i in s)if(s[i]&&s[i].test(r)){u.unshift(i);break}if(u[0]in n)o=u[0];else{for(i in n){if(!u[0]||e.converters[i+" "+u[0]]){o=i;break}a||(a=i)}o=o||a}if(o)return o!==u[0]&&u.unshift(o),n[o]}(v,T,n)),!i&&-1<S.inArray("script",v.dataTypes)&&S.inArray("json",v.dataTypes)<0&&(v.converters["text script"]=function(){}),s=function(e,t,n,r){var i,o,a,s,u,l={},c=e.dataTypes.slice();if(c[1])for(a in e.converters)l[a.toLowerCase()]=e.converters[a];o=c.shift();while(o)if(e.responseFields[o]&&(n[e.responseFields[o]]=t),!u&&r&&e.dataFilter&&(t=e.dataFilter(t,e.dataType)),u=o,o=c.shift())if("*"===o)o=u;else if("*"!==u&&u!==o){if(!(a=l[u+" "+o]||l["* "+o]))for(i in l)if((s=i.split(" "))[1]===o&&(a=l[u+" "+s[0]]||l["* "+s[0]])){!0===a?a=l[i]:!0!==l[i]&&(o=s[0],c.unshift(s[1]));break}if(!0!==a)if(a&&e["throws"])t=a(t);else try{t=a(t)}catch(e){return{state:"parsererror",error:a?e:"No conversion from "+u+" to "+o}}}return{state:"success",data:t}}(v,s,T,i),i?(v.ifModified&&((u=T.getResponseHeader("Last-Modified"))&&(S.lastModified[f]=u),(u=T.getResponseHeader("etag"))&&(S.etag[f]=u)),204===e||"HEAD"===v.type?l="nocontent":304===e?l="notmodified":(l=s.state,o=s.data,i=!(a=s.error))):(a=l,!e&&l||(l="error",e<0&&(e=0))),T.status=e,T.statusText=(t||l)+"",i?x.resolveWith(y,[o,l,T]):x.rejectWith(y,[T,l,a]),T.statusCode(w),w=void 0,g&&m.trigger(i?"ajaxSuccess":"ajaxError",[T,v,i?o:a]),b.fireWith(y,[T,l]),g&&(m.trigger("ajaxComplete",[T,v]),--S.active||S.event.trigger("ajaxStop")))}return T},getJSON:function(e,t,n){return S.get(e,t,n,"json")},getScript:function(e,t){return S.get(e,void 0,t,"script")}}),S.each(["get","post"],function(e,i){S[i]=function(e,t,n,r){return m(t)&&(r=r||n,n=t,t=void 0),S.ajax(S.extend({url:e,type:i,dataType:r,data:t,success:n},S.isPlainObject(e)&&e))}}),S.ajaxPrefilter(function(e){var t;for(t in e.headers)"content-type"===t.toLowerCase()&&(e.contentType=e.headers[t]||"")}),S._evalUrl=function(e,t,n){return S.ajax({url:e,type:"GET",dataType:"script",cache:!0,async:!1,global:!1,converters:{"text script":function(){}},dataFilter:function(e){S.globalEval(e,t,n)}})},S.fn.extend({wrapAll:function(e){var t;return this[0]&&(m(e)&&(e=e.call(this[0])),t=S(e,this[0].ownerDocument).eq(0).clone(!0),this[0].parentNode&&t.insertBefore(this[0]),t.map(function(){var e=this;while(e.firstElementChild)e=e.firstElementChild;return e}).append(this)),this},wrapInner:function(n){return m(n)?this.each(function(e){S(this).wrapInner(n.call(this,e))}):this.each(function(){var e=S(this),t=e.contents();t.length?t.wrapAll(n):e.append(n)})},wrap:function(t){var n=m(t);return this.each(function(e){S(this).wrapAll(n?t.call(this,e):t)})},unwrap:function(e){return this.parent(e).not("body").each(function(){S(this).replaceWith(this.childNodes)}),this}}),S.expr.pseudos.hidden=function(e){return!S.expr.pseudos.visible(e)},S.expr.pseudos.visible=function(e){return!!(e.offsetWidth||e.offsetHeight||e.getClientRects().length)},S.ajaxSettings.xhr=function(){try{return new C.XMLHttpRequest}catch(e){}};var Bt={0:200,1223:204},$t=S.ajaxSettings.xhr();y.cors=!!$t&&"withCredentials"in $t,y.ajax=$t=!!$t,S.ajaxTransport(function(i){var o,a;if(y.cors||$t&&!i.crossDomain)return{send:function(e,t){var n,r=i.xhr();if(r.open(i.type,i.url,i.async,i.username,i.password),i.xhrFields)for(n in i.xhrFields)r[n]=i.xhrFields[n];for(n in i.mimeType&&r.overrideMimeType&&r.overrideMimeType(i.mimeType),i.crossDomain||e["X-Requested-With"]||(e["X-Requested-With"]="XMLHttpRequest"),e)r.setRequestHeader(n,e[n]);o=function(e){return function(){o&&(o=a=r.onload=r.onerror=r.onabort=r.ontimeout=r.onreadystatechange=null,"abort"===e?r.abort():"error"===e?"number"!=typeof r.status?t(0,"error"):t(r.status,r.statusText):t(Bt[r.status]||r.status,r.statusText,"text"!==(r.responseType||"text")||"string"!=typeof r.responseText?{binary:r.response}:{text:r.responseText},r.getAllResponseHeaders()))}},r.onload=o(),a=r.onerror=r.ontimeout=o("error"),void 0!==r.onabort?r.onabort=a:r.onreadystatechange=function(){4===r.readyState&&C.setTimeout(function(){o&&a()})},o=o("abort");try{r.send(i.hasContent&&i.data||null)}catch(e){if(o)throw e}},abort:function(){o&&o()}}}),S.ajaxPrefilter(function(e){e.crossDomain&&(e.contents.script=!1)}),S.ajaxSetup({accepts:{script:"text/javascript, application/javascript, application/ecmascript, application/x-ecmascript"},contents:{script:/\b(?:java|ecma)script\b/},converters:{"text script":function(e){return S.globalEval(e),e}}}),S.ajaxPrefilter("script",function(e){void 0===e.cache&&(e.cache=!1),e.crossDomain&&(e.type="GET")}),S.ajaxTransport("script",function(n){var r,i;if(n.crossDomain||n.scriptAttrs)return{send:function(e,t){r=S("<script>").attr(n.scriptAttrs||{}).prop({charset:n.scriptCharset,src:n.url}).on("load error",i=function(e){r.remove(),i=null,e&&t("error"===e.type?404:200,e.type)}),E.head.appendChild(r[0])},abort:function(){i&&i()}}});var _t,zt=[],Ut=/(=)\?(?=&|$)|\?\?/;S.ajaxSetup({jsonp:"callback",jsonpCallback:function(){var e=zt.pop()||S.expando+"_"+wt.guid++;return this[e]=!0,e}}),S.ajaxPrefilter("json jsonp",function(e,t,n){var r,i,o,a=!1!==e.jsonp&&(Ut.test(e.url)?"url":"string"==typeof e.data&&0===(e.contentType||"").indexOf("application/x-www-form-urlencoded")&&Ut.test(e.data)&&"data");if(a||"jsonp"===e.dataTypes[0])return r=e.jsonpCallback=m(e.jsonpCallback)?e.jsonpCallback():e.jsonpCallback,a?e[a]=e[a].replace(Ut,"$1"+r):!1!==e.jsonp&&(e.url+=(Tt.test(e.url)?"&":"?")+e.jsonp+"="+r),e.converters["script json"]=function(){return o||S.error(r+" was not called"),o[0]},e.dataTypes[0]="json",i=C[r],C[r]=function(){o=arguments},n.always(function(){void 0===i?S(C).removeProp(r):C[r]=i,e[r]&&(e.jsonpCallback=t.jsonpCallback,zt.push(r)),o&&m(i)&&i(o[0]),o=i=void 0}),"script"}),y.createHTMLDocument=((_t=E.implementation.createHTMLDocument("").body).innerHTML="<form></form><form></form>",2===_t.childNodes.length),S.parseHTML=function(e,t,n){return"string"!=typeof e?[]:("boolean"==typeof t&&(n=t,t=!1),t||(y.createHTMLDocument?((r=(t=E.implementation.createHTMLDocument("")).createElement("base")).href=E.location.href,t.head.appendChild(r)):t=E),o=!n&&[],(i=N.exec(e))?[t.createElement(i[1])]:(i=xe([e],t,o),o&&o.length&&S(o).remove(),S.merge([],i.childNodes)));var r,i,o},S.fn.load=function(e,t,n){var r,i,o,a=this,s=e.indexOf(" ");return-1<s&&(r=ht(e.slice(s)),e=e.slice(0,s)),m(t)?(n=t,t=void 0):t&&"object"==typeof t&&(i="POST"),0<a.length&&S.ajax({url:e,type:i||"GET",dataType:"html",data:t}).done(function(e){o=arguments,a.html(r?S("<div>").append(S.parseHTML(e)).find(r):e)}).always(n&&function(e,t){a.each(function(){n.apply(this,o||[e.responseText,t,e])})}),this},S.expr.pseudos.animated=function(t){return S.grep(S.timers,function(e){return t===e.elem}).length},S.offset={setOffset:function(e,t,n){var r,i,o,a,s,u,l=S.css(e,"position"),c=S(e),f={};"static"===l&&(e.style.position="relative"),s=c.offset(),o=S.css(e,"top"),u=S.css(e,"left"),("absolute"===l||"fixed"===l)&&-1<(o+u).indexOf("auto")?(a=(r=c.position()).top,i=r.left):(a=parseFloat(o)||0,i=parseFloat(u)||0),m(t)&&(t=t.call(e,n,S.extend({},s))),null!=t.top&&(f.top=t.top-s.top+a),null!=t.left&&(f.left=t.left-s.left+i),"using"in t?t.using.call(e,f):c.css(f)}},S.fn.extend({offset:function(t){if(arguments.length)return void 0===t?this:this.each(function(e){S.offset.setOffset(this,t,e)});var e,n,r=this[0];return r?r.getClientRects().length?(e=r.getBoundingClientRect(),n=r.ownerDocument.defaultView,{top:e.top+n.pageYOffset,left:e.left+n.pageXOffset}):{top:0,left:0}:void 0},position:function(){if(this[0]){var e,t,n,r=this[0],i={top:0,left:0};if("fixed"===S.css(r,"position"))t=r.getBoundingClientRect();else{t=this.offset(),n=r.ownerDocument,e=r.offsetParent||n.documentElement;while(e&&(e===n.body||e===n.documentElement)&&"static"===S.css(e,"position"))e=e.parentNode;e&&e!==r&&1===e.nodeType&&((i=S(e).offset()).top+=S.css(e,"borderTopWidth",!0),i.left+=S.css(e,"borderLeftWidth",!0))}return{top:t.top-i.top-S.css(r,"marginTop",!0),left:t.left-i.left-S.css(r,"marginLeft",!0)}}},offsetParent:function(){return this.map(function(){var e=this.offsetParent;while(e&&"static"===S.css(e,"position"))e=e.offsetParent;return e||re})}}),S.each({scrollLeft:"pageXOffset",scrollTop:"pageYOffset"},function(t,i){var o="pageYOffset"===i;S.fn[t]=function(e){return $(this,function(e,t,n){var r;if(x(e)?r=e:9===e.nodeType&&(r=e.defaultView),void 0===n)return r?r[i]:e[t];r?r.scrollTo(o?r.pageXOffset:n,o?n:r.pageYOffset):e[t]=n},t,e,arguments.length)}}),S.each(["top","left"],function(e,n){S.cssHooks[n]=Fe(y.pixelPosition,function(e,t){if(t)return t=We(e,n),Pe.test(t)?S(e).position()[n]+"px":t})}),S.each({Height:"height",Width:"width"},function(a,s){S.each({padding:"inner"+a,content:s,"":"outer"+a},function(r,o){S.fn[o]=function(e,t){var n=arguments.length&&(r||"boolean"!=typeof e),i=r||(!0===e||!0===t?"margin":"border");return $(this,function(e,t,n){var r;return x(e)?0===o.indexOf("outer")?e["inner"+a]:e.document.documentElement["client"+a]:9===e.nodeType?(r=e.documentElement,Math.max(e.body["scroll"+a],r["scroll"+a],e.body["offset"+a],r["offset"+a],r["client"+a])):void 0===n?S.css(e,t,i):S.style(e,t,n,i)},s,n?e:void 0,n)}})}),S.each(["ajaxStart","ajaxStop","ajaxComplete","ajaxError","ajaxSuccess","ajaxSend"],function(e,t){S.fn[t]=function(e){return this.on(t,e)}}),S.fn.extend({bind:function(e,t,n){return this.on(e,null,t,n)},unbind:function(e,t){return this.off(e,null,t)},delegate:function(e,t,n,r){return this.on(t,e,n,r)},undelegate:function(e,t,n){return 1===arguments.length?this.off(e,"**"):this.off(t,e||"**",n)},hover:function(e,t){return this.mouseenter(e).mouseleave(t||e)}}),S.each("blur focus focusin focusout resize scroll click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup contextmenu".split(" "),function(e,n){S.fn[n]=function(e,t){return 0<arguments.length?this.on(n,null,e,t):this.trigger(n)}});var Xt=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g;S.proxy=function(e,t){var n,r,i;if("string"==typeof t&&(n=e[t],t=e,e=n),m(e))return r=s.call(arguments,2),(i=function(){return e.apply(t||this,r.concat(s.call(arguments)))}).guid=e.guid=e.guid||S.guid++,i},S.holdReady=function(e){e?S.readyWait++:S.ready(!0)},S.isArray=Array.isArray,S.parseJSON=JSON.parse,S.nodeName=A,S.isFunction=m,S.isWindow=x,S.camelCase=X,S.type=w,S.now=Date.now,S.isNumeric=function(e){var t=S.type(e);return("number"===t||"string"===t)&&!isNaN(e-parseFloat(e))},S.trim=function(e){return null==e?"":(e+"").replace(Xt,"")},"function"==typeof define&&define.amd&&define("jquery",[],function(){return S});var Vt=C.jQuery,Gt=C.$;return S.noConflict=function(e){return C.$===S&&(C.$=Gt),e&&C.jQuery===S&&(C.jQuery=Vt),S},"undefined"==typeof e&&(C.jQuery=C.$=S),S});
diff --git a/docs/build/html/_static/language_data.js b/docs/build/html/_static/language_data.js
index 863704b31..2e22b06ab 100644
--- a/docs/build/html/_static/language_data.js
+++ b/docs/build/html/_static/language_data.js
@@ -5,12 +5,12 @@
  * This script contains the language-specific data used by searchtools.js,
  * namely the list of stopwords, stemmer, scorer and splitter.
  *
- * :copyright: Copyright 2007-2021 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
 
-var stopwords = ["a","and","are","as","at","be","but","by","for","if","in","into","is","it","near","no","not","of","on","or","such","that","the","their","then","there","these","they","this","to","was","will","with"];
+var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"];
 
 
 /* Non-minified version is copied as a separate JS file, is available */
@@ -197,101 +197,3 @@ var Stemmer = function() {
   }
 }
 
-
-
-
-var splitChars = (function() {
-    var result = {};
-    var singles = [96, 180, 187, 191, 215, 247, 749, 885, 903, 907, 909, 930, 1014, 1648,
-         1748, 1809, 2416, 2473, 2481, 2526, 2601, 2609, 2612, 2615, 2653, 2702,
-         2706, 2729, 2737, 2740, 2857, 2865, 2868, 2910, 2928, 2948, 2961, 2971,
-         2973, 3085, 3089, 3113, 3124, 3213, 3217, 3241, 3252, 3295, 3341, 3345,
-         3369, 3506, 3516, 3633, 3715, 3721, 3736, 3744, 3748, 3750, 3756, 3761,
-         3781, 3912, 4239, 4347, 4681, 4695, 4697, 4745, 4785, 4799, 4801, 4823,
-         4881, 5760, 5901, 5997, 6313, 7405, 8024, 8026, 8028, 8030, 8117, 8125,
-         8133, 8181, 8468, 8485, 8487, 8489, 8494, 8527, 11311, 11359, 11687, 11695,
-         11703, 11711, 11719, 11727, 11735, 12448, 12539, 43010, 43014, 43019, 43587,
-         43696, 43713, 64286, 64297, 64311, 64317, 64319, 64322, 64325, 65141];
-    var i, j, start, end;
-    for (i = 0; i < singles.length; i++) {
-        result[singles[i]] = true;
-    }
-    var ranges = [[0, 47], [58, 64], [91, 94], [123, 169], [171, 177], [182, 184], [706, 709],
-         [722, 735], [741, 747], [751, 879], [888, 889], [894, 901], [1154, 1161],
-         [1318, 1328], [1367, 1368], [1370, 1376], [1416, 1487], [1515, 1519], [1523, 1568],
-         [1611, 1631], [1642, 1645], [1750, 1764], [1767, 1773], [1789, 1790], [1792, 1807],
-         [1840, 1868], [1958, 1968], [1970, 1983], [2027, 2035], [2038, 2041], [2043, 2047],
-         [2070, 2073], [2075, 2083], [2085, 2087], [2089, 2307], [2362, 2364], [2366, 2383],
-         [2385, 2391], [2402, 2405], [2419, 2424], [2432, 2436], [2445, 2446], [2449, 2450],
-         [2483, 2485], [2490, 2492], [2494, 2509], [2511, 2523], [2530, 2533], [2546, 2547],
-         [2554, 2564], [2571, 2574], [2577, 2578], [2618, 2648], [2655, 2661], [2672, 2673],
-         [2677, 2692], [2746, 2748], [2750, 2767], [2769, 2783], [2786, 2789], [2800, 2820],
-         [2829, 2830], [2833, 2834], [2874, 2876], [2878, 2907], [2914, 2917], [2930, 2946],
-         [2955, 2957], [2966, 2968], [2976, 2978], [2981, 2983], [2987, 2989], [3002, 3023],
-         [3025, 3045], [3059, 3076], [3130, 3132], [3134, 3159], [3162, 3167], [3170, 3173],
-         [3184, 3191], [3199, 3204], [3258, 3260], [3262, 3293], [3298, 3301], [3312, 3332],
-         [3386, 3388], [3390, 3423], [3426, 3429], [3446, 3449], [3456, 3460], [3479, 3481],
-         [3518, 3519], [3527, 3584], [3636, 3647], [3655, 3663], [3674, 3712], [3717, 3718],
-         [3723, 3724], [3726, 3731], [3752, 3753], [3764, 3772], [3774, 3775], [3783, 3791],
-         [3802, 3803], [3806, 3839], [3841, 3871], [3892, 3903], [3949, 3975], [3980, 4095],
-         [4139, 4158], [4170, 4175], [4182, 4185], [4190, 4192], [4194, 4196], [4199, 4205],
-         [4209, 4212], [4226, 4237], [4250, 4255], [4294, 4303], [4349, 4351], [4686, 4687],
-         [4702, 4703], [4750, 4751], [4790, 4791], [4806, 4807], [4886, 4887], [4955, 4968],
-         [4989, 4991], [5008, 5023], [5109, 5120], [5741, 5742], [5787, 5791], [5867, 5869],
-         [5873, 5887], [5906, 5919], [5938, 5951], [5970, 5983], [6001, 6015], [6068, 6102],
-         [6104, 6107], [6109, 6111], [6122, 6127], [6138, 6159], [6170, 6175], [6264, 6271],
-         [6315, 6319], [6390, 6399], [6429, 6469], [6510, 6511], [6517, 6527], [6572, 6592],
-         [6600, 6607], [6619, 6655], [6679, 6687], [6741, 6783], [6794, 6799], [6810, 6822],
-         [6824, 6916], [6964, 6980], [6988, 6991], [7002, 7042], [7073, 7085], [7098, 7167],
-         [7204, 7231], [7242, 7244], [7294, 7400], [7410, 7423], [7616, 7679], [7958, 7959],
-         [7966, 7967], [8006, 8007], [8014, 8015], [8062, 8063], [8127, 8129], [8141, 8143],
-         [8148, 8149], [8156, 8159], [8173, 8177], [8189, 8303], [8306, 8307], [8314, 8318],
-         [8330, 8335], [8341, 8449], [8451, 8454], [8456, 8457], [8470, 8472], [8478, 8483],
-         [8506, 8507], [8512, 8516], [8522, 8525], [8586, 9311], [9372, 9449], [9472, 10101],
-         [10132, 11263], [11493, 11498], [11503, 11516], [11518, 11519], [11558, 11567],
-         [11622, 11630], [11632, 11647], [11671, 11679], [11743, 11822], [11824, 12292],
-         [12296, 12320], [12330, 12336], [12342, 12343], [12349, 12352], [12439, 12444],
-         [12544, 12548], [12590, 12592], [12687, 12689], [12694, 12703], [12728, 12783],
-         [12800, 12831], [12842, 12880], [12896, 12927], [12938, 12976], [12992, 13311],
-         [19894, 19967], [40908, 40959], [42125, 42191], [42238, 42239], [42509, 42511],
-         [42540, 42559], [42592, 42593], [42607, 42622], [42648, 42655], [42736, 42774],
-         [42784, 42785], [42889, 42890], [42893, 43002], [43043, 43055], [43062, 43071],
-         [43124, 43137], [43188, 43215], [43226, 43249], [43256, 43258], [43260, 43263],
-         [43302, 43311], [43335, 43359], [43389, 43395], [43443, 43470], [43482, 43519],
-         [43561, 43583], [43596, 43599], [43610, 43615], [43639, 43641], [43643, 43647],
-         [43698, 43700], [43703, 43704], [43710, 43711], [43715, 43738], [43742, 43967],
-         [44003, 44015], [44026, 44031], [55204, 55215], [55239, 55242], [55292, 55295],
-         [57344, 63743], [64046, 64047], [64110, 64111], [64218, 64255], [64263, 64274],
-         [64280, 64284], [64434, 64466], [64830, 64847], [64912, 64913], [64968, 65007],
-         [65020, 65135], [65277, 65295], [65306, 65312], [65339, 65344], [65371, 65381],
-         [65471, 65473], [65480, 65481], [65488, 65489], [65496, 65497]];
-    for (i = 0; i < ranges.length; i++) {
-        start = ranges[i][0];
-        end = ranges[i][1];
-        for (j = start; j <= end; j++) {
-            result[j] = true;
-        }
-    }
-    return result;
-})();
-
-function splitQuery(query) {
-    var result = [];
-    var start = -1;
-    for (var i = 0; i < query.length; i++) {
-        if (splitChars[query.charCodeAt(i)]) {
-            if (start !== -1) {
-                result.push(query.slice(start, i));
-                start = -1;
-            }
-        } else if (start === -1) {
-            start = i;
-        }
-    }
-    if (start !== -1) {
-        result.push(query.slice(start));
-    }
-    return result;
-}
-
-
diff --git a/docs/build/html/_static/pygments.css b/docs/build/html/_static/pygments.css
index 582d5c3ad..08bec689d 100644
--- a/docs/build/html/_static/pygments.css
+++ b/docs/build/html/_static/pygments.css
@@ -5,22 +5,22 @@ td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5
 span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
 .highlight .hll { background-color: #ffffcc }
 .highlight { background: #f8f8f8; }
-.highlight .c { color: #408080; font-style: italic } /* Comment */
+.highlight .c { color: #3D7B7B; font-style: italic } /* Comment */
 .highlight .err { border: 1px solid #FF0000 } /* Error */
 .highlight .k { color: #008000; font-weight: bold } /* Keyword */
 .highlight .o { color: #666666 } /* Operator */
-.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
-.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
-.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
-.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
-.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
-.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
+.highlight .ch { color: #3D7B7B; font-style: italic } /* Comment.Hashbang */
+.highlight .cm { color: #3D7B7B; font-style: italic } /* Comment.Multiline */
+.highlight .cp { color: #9C6500 } /* Comment.Preproc */
+.highlight .cpf { color: #3D7B7B; font-style: italic } /* Comment.PreprocFile */
+.highlight .c1 { color: #3D7B7B; font-style: italic } /* Comment.Single */
+.highlight .cs { color: #3D7B7B; font-style: italic } /* Comment.Special */
 .highlight .gd { color: #A00000 } /* Generic.Deleted */
 .highlight .ge { font-style: italic } /* Generic.Emph */
-.highlight .gr { color: #FF0000 } /* Generic.Error */
+.highlight .gr { color: #E40000 } /* Generic.Error */
 .highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
-.highlight .gi { color: #00A000 } /* Generic.Inserted */
-.highlight .go { color: #888888 } /* Generic.Output */
+.highlight .gi { color: #008400 } /* Generic.Inserted */
+.highlight .go { color: #717171 } /* Generic.Output */
 .highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
 .highlight .gs { font-weight: bold } /* Generic.Strong */
 .highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
@@ -33,15 +33,15 @@ span.linenos.special { color: #000000; background-color: #ffffc0; padding-left:
 .highlight .kt { color: #B00040 } /* Keyword.Type */
 .highlight .m { color: #666666 } /* Literal.Number */
 .highlight .s { color: #BA2121 } /* Literal.String */
-.highlight .na { color: #7D9029 } /* Name.Attribute */
+.highlight .na { color: #687822 } /* Name.Attribute */
 .highlight .nb { color: #008000 } /* Name.Builtin */
 .highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
 .highlight .no { color: #880000 } /* Name.Constant */
 .highlight .nd { color: #AA22FF } /* Name.Decorator */
-.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
-.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
+.highlight .ni { color: #717171; font-weight: bold } /* Name.Entity */
+.highlight .ne { color: #CB3F38; font-weight: bold } /* Name.Exception */
 .highlight .nf { color: #0000FF } /* Name.Function */
-.highlight .nl { color: #A0A000 } /* Name.Label */
+.highlight .nl { color: #767600 } /* Name.Label */
 .highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
 .highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
 .highlight .nv { color: #19177C } /* Name.Variable */
@@ -58,11 +58,11 @@ span.linenos.special { color: #000000; background-color: #ffffc0; padding-left:
 .highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
 .highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
 .highlight .s2 { color: #BA2121 } /* Literal.String.Double */
-.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
+.highlight .se { color: #AA5D1F; font-weight: bold } /* Literal.String.Escape */
 .highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
-.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
+.highlight .si { color: #A45A77; font-weight: bold } /* Literal.String.Interpol */
 .highlight .sx { color: #008000 } /* Literal.String.Other */
-.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
+.highlight .sr { color: #A45A77 } /* Literal.String.Regex */
 .highlight .s1 { color: #BA2121 } /* Literal.String.Single */
 .highlight .ss { color: #19177C } /* Literal.String.Symbol */
 .highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
diff --git a/docs/build/html/_static/searchtools.js b/docs/build/html/_static/searchtools.js
index 002e9c4a2..ac4d5861f 100644
--- a/docs/build/html/_static/searchtools.js
+++ b/docs/build/html/_static/searchtools.js
@@ -4,22 +4,24 @@
  *
  * Sphinx JavaScript utilities for the full-text search.
  *
- * :copyright: Copyright 2007-2021 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
+"use strict";
 
-if (!Scorer) {
-  /**
-   * Simple result scoring code.
-   */
+/**
+ * Simple result scoring code.
+ */
+if (typeof Scorer === "undefined") {
   var Scorer = {
     // Implement the following function to further tweak the score for each result
-    // The function takes a result array [filename, title, anchor, descr, score]
+    // The function takes a result array [docname, title, anchor, descr, score, filename]
     // and returns the new score.
     /*
-    score: function(result) {
-      return result[4];
+    score: result => {
+      const [docname, title, anchor, descr, score, filename] = result
+      return score
     },
     */
 
@@ -28,9 +30,11 @@ if (!Scorer) {
     // or matches in the last dotted part of the object name
     objPartialMatch: 6,
     // Additive scores depending on the priority of the object
-    objPrio: {0:  15,   // used to be importantResults
-              1:  5,   // used to be objectResults
-              2: -5},  // used to be unimportantResults
+    objPrio: {
+      0: 15, // used to be importantResults
+      1: 5, // used to be objectResults
+      2: -5, // used to be unimportantResults
+    },
     //  Used when the priority is not in the mapping.
     objPrioDefault: 0,
 
@@ -39,456 +43,455 @@ if (!Scorer) {
     partialTitle: 7,
     // query found in terms
     term: 5,
-    partialTerm: 2
+    partialTerm: 2,
   };
 }
 
-if (!splitQuery) {
-  function splitQuery(query) {
-    return query.split(/\s+/);
+const _removeChildren = (element) => {
+  while (element && element.lastChild) element.removeChild(element.lastChild);
+};
+
+/**
+ * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping
+ */
+const _escapeRegExp = (string) =>
+  string.replace(/[.*+\-?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string
+
+const _displayItem = (item, highlightTerms, searchTerms) => {
+  const docBuilder = DOCUMENTATION_OPTIONS.BUILDER;
+  const docUrlRoot = DOCUMENTATION_OPTIONS.URL_ROOT;
+  const docFileSuffix = DOCUMENTATION_OPTIONS.FILE_SUFFIX;
+  const docLinkSuffix = DOCUMENTATION_OPTIONS.LINK_SUFFIX;
+  const showSearchSummary = DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY;
+
+  const [docName, title, anchor, descr] = item;
+
+  let listItem = document.createElement("li");
+  let requestUrl;
+  let linkUrl;
+  if (docBuilder === "dirhtml") {
+    // dirhtml builder
+    let dirname = docName + "/";
+    if (dirname.match(/\/index\/$/))
+      dirname = dirname.substring(0, dirname.length - 6);
+    else if (dirname === "index/") dirname = "";
+    requestUrl = docUrlRoot + dirname;
+    linkUrl = requestUrl;
+  } else {
+    // normal html builders
+    requestUrl = docUrlRoot + docName + docFileSuffix;
+    linkUrl = docName + docLinkSuffix;
+  }
+  const params = new URLSearchParams();
+  params.set("highlight", [...highlightTerms].join(" "));
+  let linkEl = listItem.appendChild(document.createElement("a"));
+  linkEl.href = linkUrl + "?" + params.toString() + anchor;
+  linkEl.innerHTML = title;
+  if (descr)
+    listItem.appendChild(document.createElement("span")).innerText =
+      " (" + descr + ")";
+  else if (showSearchSummary)
+    fetch(requestUrl)
+      .then((responseData) => responseData.text())
+      .then((data) => {
+        if (data)
+          listItem.appendChild(
+            Search.makeSearchSummary(data, searchTerms, highlightTerms)
+          );
+      });
+  Search.output.appendChild(listItem);
+};
+const _finishSearch = (resultCount) => {
+  Search.stopPulse();
+  Search.title.innerText = _("Search Results");
+  if (!resultCount)
+    Search.status.innerText = Documentation.gettext(
+      "Your search did not match any documents. Please make sure that all words are spelled correctly and that you've selected enough categories."
+    );
+  else
+    Search.status.innerText = _(
+      `Search finished, found ${resultCount} page(s) matching the search query.`
+    );
+};
+const _displayNextItem = (
+  results,
+  resultCount,
+  highlightTerms,
+  searchTerms
+) => {
+  // results left, load the summary and display it
+  // this is intended to be dynamic (don't sub resultsCount)
+  if (results.length) {
+    _displayItem(results.pop(), highlightTerms, searchTerms);
+    setTimeout(
+      () => _displayNextItem(results, resultCount, highlightTerms, searchTerms),
+      5
+    );
   }
+  // search finished, update title and status message
+  else _finishSearch(resultCount);
+};
+
+/**
+ * Default splitQuery function. Can be overridden in ``sphinx.search`` with a
+ * custom function per language.
+ *
+ * The regular expression works by splitting the string on consecutive characters
+ * that are not Unicode letters, numbers, underscores, or emoji characters.
+ * This is the same as ``\W+`` in Python, preserving the surrogate pair area.
+ */
+if (typeof splitQuery === "undefined") {
+  var splitQuery = (query) => query
+      .split(/[^\p{Letter}\p{Number}_\p{Emoji_Presentation}]+/gu)
+      .filter(term => term)  // remove remaining empty strings
 }
 
 /**
  * Search Module
  */
-var Search = {
-
-  _index : null,
-  _queued_query : null,
-  _pulse_status : -1,
-
-  htmlToText : function(htmlString) {
-      var virtualDocument = document.implementation.createHTMLDocument('virtual');
-      var htmlElement = $(htmlString, virtualDocument);
-      htmlElement.find('.headerlink').remove();
-      docContent = htmlElement.find('[role=main]')[0];
-      if(docContent === undefined) {
-          console.warn("Content block not found. Sphinx search tries to obtain it " +
-                       "via '[role=main]'. Could you check your theme or template.");
-          return "";
-      }
-      return docContent.textContent || docContent.innerText;
+const Search = {
+  _index: null,
+  _queued_query: null,
+  _pulse_status: -1,
+
+  htmlToText: (htmlString) => {
+    const htmlElement = document
+      .createRange()
+      .createContextualFragment(htmlString);
+    _removeChildren(htmlElement.querySelectorAll(".headerlink"));
+    const docContent = htmlElement.querySelector('[role="main"]');
+    if (docContent !== undefined) return docContent.textContent;
+    console.warn(
+      "Content block not found. Sphinx search tries to obtain it via '[role=main]'. Could you check your theme or template."
+    );
+    return "";
   },
 
-  init : function() {
-      var params = $.getQueryParameters();
-      if (params.q) {
-          var query = params.q[0];
-          $('input[name="q"]')[0].value = query;
-          this.performSearch(query);
-      }
+  init: () => {
+    const query = new URLSearchParams(window.location.search).get("q");
+    document
+      .querySelectorAll('input[name="q"]')
+      .forEach((el) => (el.value = query));
+    if (query) Search.performSearch(query);
   },
 
-  loadIndex : function(url) {
-    $.ajax({type: "GET", url: url, data: null,
-            dataType: "script", cache: true,
-            complete: function(jqxhr, textstatus) {
-              if (textstatus != "success") {
-                document.getElementById("searchindexloader").src = url;
-              }
-            }});
-  },
+  loadIndex: (url) =>
+    (document.body.appendChild(document.createElement("script")).src = url),
 
-  setIndex : function(index) {
-    var q;
-    this._index = index;
-    if ((q = this._queued_query) !== null) {
-      this._queued_query = null;
-      Search.query(q);
+  setIndex: (index) => {
+    Search._index = index;
+    if (Search._queued_query !== null) {
+      const query = Search._queued_query;
+      Search._queued_query = null;
+      Search.query(query);
     }
   },
 
-  hasIndex : function() {
-      return this._index !== null;
-  },
+  hasIndex: () => Search._index !== null,
 
-  deferQuery : function(query) {
-      this._queued_query = query;
-  },
+  deferQuery: (query) => (Search._queued_query = query),
 
-  stopPulse : function() {
-      this._pulse_status = 0;
-  },
+  stopPulse: () => (Search._pulse_status = -1),
 
-  startPulse : function() {
-    if (this._pulse_status >= 0)
-        return;
-    function pulse() {
-      var i;
+  startPulse: () => {
+    if (Search._pulse_status >= 0) return;
+
+    const pulse = () => {
       Search._pulse_status = (Search._pulse_status + 1) % 4;
-      var dotString = '';
-      for (i = 0; i < Search._pulse_status; i++)
-        dotString += '.';
-      Search.dots.text(dotString);
-      if (Search._pulse_status > -1)
-        window.setTimeout(pulse, 500);
-    }
+      Search.dots.innerText = ".".repeat(Search._pulse_status);
+      if (Search._pulse_status >= 0) window.setTimeout(pulse, 500);
+    };
     pulse();
   },
 
   /**
    * perform a search for something (or wait until index is loaded)
    */
-  performSearch : function(query) {
+  performSearch: (query) => {
     // create the required interface elements
-    this.out = $('#search-results');
-    this.title = $('<h2>' + _('Searching') + '</h2>').appendTo(this.out);
-    this.dots = $('<span></span>').appendTo(this.title);
-    this.status = $('<p class="search-summary">&nbsp;</p>').appendTo(this.out);
-    this.output = $('<ul class="search"/>').appendTo(this.out);
-
-    $('#search-progress').text(_('Preparing search...'));
-    this.startPulse();
+    const searchText = document.createElement("h2");
+    searchText.textContent = _("Searching");
+    const searchSummary = document.createElement("p");
+    searchSummary.classList.add("search-summary");
+    searchSummary.innerText = "";
+    const searchList = document.createElement("ul");
+    searchList.classList.add("search");
+
+    const out = document.getElementById("search-results");
+    Search.title = out.appendChild(searchText);
+    Search.dots = Search.title.appendChild(document.createElement("span"));
+    Search.status = out.appendChild(searchSummary);
+    Search.output = out.appendChild(searchList);
+
+    const searchProgress = document.getElementById("search-progress");
+    // Some themes don't use the search progress node
+    if (searchProgress) {
+      searchProgress.innerText = _("Preparing search...");
+    }
+    Search.startPulse();
 
     // index already loaded, the browser was quick!
-    if (this.hasIndex())
-      this.query(query);
-    else
-      this.deferQuery(query);
+    if (Search.hasIndex()) Search.query(query);
+    else Search.deferQuery(query);
   },
 
   /**
    * execute search (requires search index to be loaded)
    */
-  query : function(query) {
-    var i;
-
-    // stem the searchterms and add them to the correct list
-    var stemmer = new Stemmer();
-    var searchterms = [];
-    var excluded = [];
-    var hlterms = [];
-    var tmp = splitQuery(query);
-    var objectterms = [];
-    for (i = 0; i < tmp.length; i++) {
-      if (tmp[i] !== "") {
-          objectterms.push(tmp[i].toLowerCase());
-      }
+  query: (query) => {
+    // stem the search terms and add them to the correct list
+    const stemmer = new Stemmer();
+    const searchTerms = new Set();
+    const excludedTerms = new Set();
+    const highlightTerms = new Set();
+    const objectTerms = new Set(splitQuery(query.toLowerCase().trim()));
+    splitQuery(query.trim()).forEach((queryTerm) => {
+      const queryTermLower = queryTerm.toLowerCase();
+
+      // maybe skip this "word"
+      // stopwords array is from language_data.js
+      if (
+        stopwords.indexOf(queryTermLower) !== -1 ||
+        queryTerm.match(/^\d+$/)
+      )
+        return;
 
-      if ($u.indexOf(stopwords, tmp[i].toLowerCase()) != -1 || tmp[i] === "") {
-        // skip this "word"
-        continue;
-      }
       // stem the word
-      var word = stemmer.stemWord(tmp[i].toLowerCase());
-      // prevent stemmer from cutting word smaller than two chars
-      if(word.length < 3 && tmp[i].length >= 3) {
-        word = tmp[i];
-      }
-      var toAppend;
+      let word = stemmer.stemWord(queryTermLower);
       // select the correct list
-      if (word[0] == '-') {
-        toAppend = excluded;
-        word = word.substr(1);
-      }
+      if (word[0] === "-") excludedTerms.add(word.substr(1));
       else {
-        toAppend = searchterms;
-        hlterms.push(tmp[i].toLowerCase());
+        searchTerms.add(word);
+        highlightTerms.add(queryTermLower);
       }
-      // only add if not already in the list
-      if (!$u.contains(toAppend, word))
-        toAppend.push(word);
-    }
-    var highlightstring = '?highlight=' + $.urlencode(hlterms.join(" "));
-
-    // console.debug('SEARCH: searching for:');
-    // console.info('required: ', searchterms);
-    // console.info('excluded: ', excluded);
+    });
 
-    // prepare search
-    var terms = this._index.terms;
-    var titleterms = this._index.titleterms;
+    // console.debug("SEARCH: searching for:");
+    // console.info("required: ", [...searchTerms]);
+    // console.info("excluded: ", [...excludedTerms]);
 
-    // array of [filename, title, anchor, descr, score]
-    var results = [];
-    $('#search-progress').empty();
+    // array of [docname, title, anchor, descr, score, filename]
+    let results = [];
+    _removeChildren(document.getElementById("search-progress"));
 
     // lookup as object
-    for (i = 0; i < objectterms.length; i++) {
-      var others = [].concat(objectterms.slice(0, i),
-                             objectterms.slice(i+1, objectterms.length));
-      results = results.concat(this.performObjectSearch(objectterms[i], others));
-    }
+    objectTerms.forEach((term) =>
+      results.push(...Search.performObjectSearch(term, objectTerms))
+    );
 
     // lookup as search terms in fulltext
-    results = results.concat(this.performTermsSearch(searchterms, excluded, terms, titleterms));
+    results.push(...Search.performTermsSearch(searchTerms, excludedTerms));
 
     // let the scorer override scores with a custom scoring function
-    if (Scorer.score) {
-      for (i = 0; i < results.length; i++)
-        results[i][4] = Scorer.score(results[i]);
-    }
+    if (Scorer.score) results.forEach((item) => (item[4] = Scorer.score(item)));
 
     // now sort the results by score (in opposite order of appearance, since the
     // display function below uses pop() to retrieve items) and then
     // alphabetically
-    results.sort(function(a, b) {
-      var left = a[4];
-      var right = b[4];
-      if (left > right) {
-        return 1;
-      } else if (left < right) {
-        return -1;
-      } else {
+    results.sort((a, b) => {
+      const leftScore = a[4];
+      const rightScore = b[4];
+      if (leftScore === rightScore) {
         // same score: sort alphabetically
-        left = a[1].toLowerCase();
-        right = b[1].toLowerCase();
-        return (left > right) ? -1 : ((left < right) ? 1 : 0);
+        const leftTitle = a[1].toLowerCase();
+        const rightTitle = b[1].toLowerCase();
+        if (leftTitle === rightTitle) return 0;
+        return leftTitle > rightTitle ? -1 : 1; // inverted is intentional
       }
+      return leftScore > rightScore ? 1 : -1;
     });
 
+    // remove duplicate search results
+    // note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept
+    let seen = new Set();
+    results = results.reverse().reduce((acc, result) => {
+      let resultStr = result.slice(0, 4).concat([result[5]]).map(v => String(v)).join(',');
+      if (!seen.has(resultStr)) {
+        acc.push(result);
+        seen.add(resultStr);
+      }
+      return acc;
+    }, []);
+
+    results = results.reverse();
+
     // for debugging
     //Search.lastresults = results.slice();  // a copy
-    //console.info('search results:', Search.lastresults);
+    // console.info("search results:", Search.lastresults);
 
     // print the results
-    var resultCount = results.length;
-    function displayNextItem() {
-      // results left, load the summary and display it
-      if (results.length) {
-        var item = results.pop();
-        var listItem = $('<li></li>');
-        var requestUrl = "";
-        var linkUrl = "";
-        if (DOCUMENTATION_OPTIONS.BUILDER === 'dirhtml') {
-          // dirhtml builder
-          var dirname = item[0] + '/';
-          if (dirname.match(/\/index\/$/)) {
-            dirname = dirname.substring(0, dirname.length-6);
-          } else if (dirname == 'index/') {
-            dirname = '';
-          }
-          requestUrl = DOCUMENTATION_OPTIONS.URL_ROOT + dirname;
-          linkUrl = requestUrl;
-
-        } else {
-          // normal html builders
-          requestUrl = DOCUMENTATION_OPTIONS.URL_ROOT + item[0] + DOCUMENTATION_OPTIONS.FILE_SUFFIX;
-          linkUrl = item[0] + DOCUMENTATION_OPTIONS.LINK_SUFFIX;
-        }
-        listItem.append($('<a/>').attr('href',
-            linkUrl +
-            highlightstring + item[2]).html(item[1]));
-        if (item[3]) {
-          listItem.append($('<span> (' + item[3] + ')</span>'));
-          Search.output.append(listItem);
-          setTimeout(function() {
-            displayNextItem();
-          }, 5);
-        } else if (DOCUMENTATION_OPTIONS.HAS_SOURCE) {
-          $.ajax({url: requestUrl,
-                  dataType: "text",
-                  complete: function(jqxhr, textstatus) {
-                    var data = jqxhr.responseText;
-                    if (data !== '' && data !== undefined) {
-                      var summary = Search.makeSearchSummary(data, searchterms, hlterms);
-                      if (summary) {
-                        listItem.append(summary);
-                      }
-                    }
-                    Search.output.append(listItem);
-                    setTimeout(function() {
-                      displayNextItem();
-                    }, 5);
-                  }});
-        } else {
-          // no source available, just display title
-          Search.output.append(listItem);
-          setTimeout(function() {
-            displayNextItem();
-          }, 5);
-        }
-      }
-      // search finished, update title and status message
-      else {
-        Search.stopPulse();
-        Search.title.text(_('Search Results'));
-        if (!resultCount)
-          Search.status.text(_('Your search did not match any documents. Please make sure that all words are spelled correctly and that you\'ve selected enough categories.'));
-        else
-            Search.status.text(_('Search finished, found %s page(s) matching the search query.').replace('%s', resultCount));
-        Search.status.fadeIn(500);
-      }
-    }
-    displayNextItem();
+    _displayNextItem(results, results.length, highlightTerms, searchTerms);
   },
 
   /**
    * search for object names
    */
-  performObjectSearch : function(object, otherterms) {
-    var filenames = this._index.filenames;
-    var docnames = this._index.docnames;
-    var objects = this._index.objects;
-    var objnames = this._index.objnames;
-    var titles = this._index.titles;
-
-    var i;
-    var results = [];
-
-    for (var prefix in objects) {
-      for (var iMatch = 0; iMatch != objects[prefix].length; ++iMatch) {
-        var match = objects[prefix][iMatch];
-        var name = match[4];
-        var fullname = (prefix ? prefix + '.' : '') + name;
-        var fullnameLower = fullname.toLowerCase()
-        if (fullnameLower.indexOf(object) > -1) {
-          var score = 0;
-          var parts = fullnameLower.split('.');
-          // check for different match types: exact matches of full name or
-          // "last name" (i.e. last dotted part)
-          if (fullnameLower == object || parts[parts.length - 1] == object) {
-            score += Scorer.objNameMatch;
-          // matches in last name
-          } else if (parts[parts.length - 1].indexOf(object) > -1) {
-            score += Scorer.objPartialMatch;
-          }
-          var objname = objnames[match[1]][2];
-          var title = titles[match[0]];
-          // If more than one term searched for, we require other words to be
-          // found in the name/title/description
-          if (otherterms.length > 0) {
-            var haystack = (prefix + ' ' + name + ' ' +
-                            objname + ' ' + title).toLowerCase();
-            var allfound = true;
-            for (i = 0; i < otherterms.length; i++) {
-              if (haystack.indexOf(otherterms[i]) == -1) {
-                allfound = false;
-                break;
-              }
-            }
-            if (!allfound) {
-              continue;
-            }
-          }
-          var descr = objname + _(', in ') + title;
-
-          var anchor = match[3];
-          if (anchor === '')
-            anchor = fullname;
-          else if (anchor == '-')
-            anchor = objnames[match[1]][1] + '-' + fullname;
-          // add custom score for some objects according to scorer
-          if (Scorer.objPrio.hasOwnProperty(match[2])) {
-            score += Scorer.objPrio[match[2]];
-          } else {
-            score += Scorer.objPrioDefault;
-          }
-          results.push([docnames[match[0]], fullname, '#'+anchor, descr, score, filenames[match[0]]]);
-        }
+  performObjectSearch: (object, objectTerms) => {
+    const filenames = Search._index.filenames;
+    const docNames = Search._index.docnames;
+    const objects = Search._index.objects;
+    const objNames = Search._index.objnames;
+    const titles = Search._index.titles;
+
+    const results = [];
+
+    const objectSearchCallback = (prefix, match) => {
+      const name = match[4]
+      const fullname = (prefix ? prefix + "." : "") + name;
+      const fullnameLower = fullname.toLowerCase();
+      if (fullnameLower.indexOf(object) < 0) return;
+
+      let score = 0;
+      const parts = fullnameLower.split(".");
+
+      // check for different match types: exact matches of full name or
+      // "last name" (i.e. last dotted part)
+      if (fullnameLower === object || parts.slice(-1)[0] === object)
+        score += Scorer.objNameMatch;
+      else if (parts.slice(-1)[0].indexOf(object) > -1)
+        score += Scorer.objPartialMatch; // matches in last name
+
+      const objName = objNames[match[1]][2];
+      const title = titles[match[0]];
+
+      // If more than one term searched for, we require other words to be
+      // found in the name/title/description
+      const otherTerms = new Set(objectTerms);
+      otherTerms.delete(object);
+      if (otherTerms.size > 0) {
+        const haystack = `${prefix} ${name} ${objName} ${title}`.toLowerCase();
+        if (
+          [...otherTerms].some((otherTerm) => haystack.indexOf(otherTerm) < 0)
+        )
+          return;
       }
-    }
 
+      let anchor = match[3];
+      if (anchor === "") anchor = fullname;
+      else if (anchor === "-") anchor = objNames[match[1]][1] + "-" + fullname;
+
+      const descr = objName + _(", in ") + title;
+
+      // add custom score for some objects according to scorer
+      if (Scorer.objPrio.hasOwnProperty(match[2]))
+        score += Scorer.objPrio[match[2]];
+      else score += Scorer.objPrioDefault;
+
+      results.push([
+        docNames[match[0]],
+        fullname,
+        "#" + anchor,
+        descr,
+        score,
+        filenames[match[0]],
+      ]);
+    };
+    Object.keys(objects).forEach((prefix) =>
+      objects[prefix].forEach((array) =>
+        objectSearchCallback(prefix, array)
+      )
+    );
     return results;
   },
 
-  /**
-   * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions
-   */
-  escapeRegExp : function(string) {
-    return string.replace(/[.*+\-?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string
-  },
-
   /**
    * search for full-text terms in the index
    */
-  performTermsSearch : function(searchterms, excluded, terms, titleterms) {
-    var docnames = this._index.docnames;
-    var filenames = this._index.filenames;
-    var titles = this._index.titles;
+  performTermsSearch: (searchTerms, excludedTerms) => {
+    // prepare search
+    const terms = Search._index.terms;
+    const titleTerms = Search._index.titleterms;
+    const docNames = Search._index.docnames;
+    const filenames = Search._index.filenames;
+    const titles = Search._index.titles;
 
-    var i, j, file;
-    var fileMap = {};
-    var scoreMap = {};
-    var results = [];
+    const scoreMap = new Map();
+    const fileMap = new Map();
 
     // perform the search on the required terms
-    for (i = 0; i < searchterms.length; i++) {
-      var word = searchterms[i];
-      var files = [];
-      var _o = [
-        {files: terms[word], score: Scorer.term},
-        {files: titleterms[word], score: Scorer.title}
+    searchTerms.forEach((word) => {
+      const files = [];
+      const arr = [
+        { files: terms[word], score: Scorer.term },
+        { files: titleTerms[word], score: Scorer.title },
       ];
       // add support for partial matches
       if (word.length > 2) {
-        var word_regex = this.escapeRegExp(word);
-        for (var w in terms) {
-          if (w.match(word_regex) && !terms[word]) {
-            _o.push({files: terms[w], score: Scorer.partialTerm})
-          }
-        }
-        for (var w in titleterms) {
-          if (w.match(word_regex) && !titleterms[word]) {
-              _o.push({files: titleterms[w], score: Scorer.partialTitle})
-          }
-        }
+        const escapedWord = _escapeRegExp(word);
+        Object.keys(terms).forEach((term) => {
+          if (term.match(escapedWord) && !terms[word])
+            arr.push({ files: terms[term], score: Scorer.partialTerm });
+        });
+        Object.keys(titleTerms).forEach((term) => {
+          if (term.match(escapedWord) && !titleTerms[word])
+            arr.push({ files: titleTerms[word], score: Scorer.partialTitle });
+        });
       }
 
       // no match but word was a required one
-      if ($u.every(_o, function(o){return o.files === undefined;})) {
-        break;
-      }
+      if (arr.every((record) => record.files === undefined)) return;
+
       // found search word in contents
-      $u.each(_o, function(o) {
-        var _files = o.files;
-        if (_files === undefined)
-          return
-
-        if (_files.length === undefined)
-          _files = [_files];
-        files = files.concat(_files);
-
-        // set score for the word in each file to Scorer.term
-        for (j = 0; j < _files.length; j++) {
-          file = _files[j];
-          if (!(file in scoreMap))
-            scoreMap[file] = {};
-          scoreMap[file][word] = o.score;
-        }
+      arr.forEach((record) => {
+        if (record.files === undefined) return;
+
+        let recordFiles = record.files;
+        if (recordFiles.length === undefined) recordFiles = [recordFiles];
+        files.push(...recordFiles);
+
+        // set score for the word in each file
+        recordFiles.forEach((file) => {
+          if (!scoreMap.has(file)) scoreMap.set(file, {});
+          scoreMap.get(file)[word] = record.score;
+        });
       });
 
       // create the mapping
-      for (j = 0; j < files.length; j++) {
-        file = files[j];
-        if (file in fileMap && fileMap[file].indexOf(word) === -1)
-          fileMap[file].push(word);
-        else
-          fileMap[file] = [word];
-      }
-    }
+      files.forEach((file) => {
+        if (fileMap.has(file) && fileMap.get(file).indexOf(word) === -1)
+          fileMap.get(file).push(word);
+        else fileMap.set(file, [word]);
+      });
+    });
 
     // now check if the files don't contain excluded terms
-    for (file in fileMap) {
-      var valid = true;
-
+    const results = [];
+    for (const [file, wordList] of fileMap) {
       // check if all requirements are matched
-      var filteredTermCount = // as search terms with length < 3 are discarded: ignore
-        searchterms.filter(function(term){return term.length > 2}).length
+
+      // as search terms with length < 3 are discarded
+      const filteredTermCount = [...searchTerms].filter(
+        (term) => term.length > 2
+      ).length;
       if (
-        fileMap[file].length != searchterms.length &&
-        fileMap[file].length != filteredTermCount
-      ) continue;
+        wordList.length !== searchTerms.size &&
+        wordList.length !== filteredTermCount
+      )
+        continue;
 
       // ensure that none of the excluded terms is in the search result
-      for (i = 0; i < excluded.length; i++) {
-        if (terms[excluded[i]] == file ||
-            titleterms[excluded[i]] == file ||
-            $u.contains(terms[excluded[i]] || [], file) ||
-            $u.contains(titleterms[excluded[i]] || [], file)) {
-          valid = false;
-          break;
-        }
-      }
+      if (
+        [...excludedTerms].some(
+          (term) =>
+            terms[term] === file ||
+            titleTerms[term] === file ||
+            (terms[term] || []).includes(file) ||
+            (titleTerms[term] || []).includes(file)
+        )
+      )
+        break;
 
-      // if we have still a valid result we can add it to the result list
-      if (valid) {
-        // select one (max) score for the file.
-        // for better ranking, we should calculate ranking by using words statistics like basic tf-idf...
-        var score = $u.max($u.map(fileMap[file], function(w){return scoreMap[file][w]}));
-        results.push([docnames[file], titles[file], '', null, score, filenames[file]]);
-      }
+      // select one (max) score for the file.
+      const score = Math.max(...wordList.map((w) => scoreMap.get(file)[w]));
+      // add result to the result list
+      results.push([
+        docNames[file],
+        titles[file],
+        "",
+        null,
+        score,
+        filenames[file],
+      ]);
     }
     return results;
   },
@@ -496,34 +499,33 @@ var Search = {
   /**
    * helper function to return a node containing the
    * search summary for a given text. keywords is a list
-   * of stemmed words, hlwords is the list of normal, unstemmed
+   * of stemmed words, highlightWords is the list of normal, unstemmed
    * words. the first one is used to find the occurrence, the
    * latter for highlighting it.
    */
-  makeSearchSummary : function(htmlText, keywords, hlwords) {
-    var text = Search.htmlToText(htmlText);
-    if (text == "") {
-      return null;
-    }
-    var textLower = text.toLowerCase();
-    var start = 0;
-    $.each(keywords, function() {
-      var i = textLower.indexOf(this.toLowerCase());
-      if (i > -1)
-        start = i;
-    });
-    start = Math.max(start - 120, 0);
-    var excerpt = ((start > 0) ? '...' : '') +
-      $.trim(text.substr(start, 240)) +
-      ((start + 240 - text.length) ? '...' : '');
-    var rv = $('<p class="context"></p>').text(excerpt);
-    $.each(hlwords, function() {
-      rv = rv.highlightText(this, 'highlighted');
-    });
-    return rv;
-  }
+  makeSearchSummary: (htmlText, keywords, highlightWords) => {
+    const text = Search.htmlToText(htmlText).toLowerCase();
+    if (text === "") return null;
+
+    const actualStartPosition = [...keywords]
+      .map((k) => text.indexOf(k.toLowerCase()))
+      .filter((i) => i > -1)
+      .slice(-1)[0];
+    const startWithContext = Math.max(actualStartPosition - 120, 0);
+
+    const top = startWithContext === 0 ? "" : "...";
+    const tail = startWithContext + 240 < text.length ? "..." : "";
+
+    let summary = document.createElement("div");
+    summary.classList.add("context");
+    summary.innerText = top + text.substr(startWithContext, 240).trim() + tail;
+
+    highlightWords.forEach((highlightWord) =>
+      _highlightText(summary, highlightWord, "highlighted")
+    );
+
+    return summary;
+  },
 };
 
-$(document).ready(function() {
-  Search.init();
-});
+_ready(Search.init);
diff --git a/docs/build/html/binary_c_parameters.html b/docs/build/html/binary_c_parameters.html
index 7fe4e66bf..829930da2 100644
--- a/docs/build/html/binary_c_parameters.html
+++ b/docs/build/html/binary_c_parameters.html
@@ -14,6 +14,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -108,14 +109,14 @@
 }
 </style>
 <section id="binary-c-parameters">
-<h1>Binary_c parameters<a class="headerlink" href="#binary-c-parameters" title="Permalink to this headline"></a></h1>
+<h1>Binary_c parameters<a class="headerlink" href="#binary-c-parameters" title="Permalink to this heading"></a></h1>
 <p>The following chapter contains all the parameters that the current version of binary_c can handle, along with their descriptions and other properties.</p>
 <dl class="simple">
-<dt>This information was obtained by the following binary_c build:</dt><dd><p><strong>binary_c git branch</strong>: HEAD   <strong>binary_c git revision</strong>: 5853:20220225:db09898b6      <strong>Built on</strong>: Feb 25 2022 19:21:31</p>
+<dt>This information was obtained by the following binary_c build:</dt><dd><p><strong>binary_c git branch</strong>: branch_david   <strong>binary_c git revision</strong>: 6072:20220603:69cdd3f72      <strong>Built on</strong>: Jun  3 2022 14:44:39</p>
 </dd>
 </dl>
 <section id="section-stars">
-<h2>Section: stars<a class="headerlink" href="#section-stars" title="Permalink to this headline"></a></h2>
+<h2>Section: stars<a class="headerlink" href="#section-stars" title="Permalink to this heading"></a></h2>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: metallicity</div>
 <div class="line"><strong>Description</strong>: This sets the metallicity of the stars, i.e. the amount (by mass) of matter which is not hydrogen or helium. If you are using the BSE algorithm, this must be 1e-4 &lt;= metallicity &lt;= 0.03. See also nucsyn_metallicity and effective_metallicity.</div>
@@ -689,6 +690,13 @@
 <div class="line"><strong>Extra</strong>: Ignore</div>
 </div>
 <div class="line-block">
+<div class="line"><strong>Parameter</strong>: PPISN_massloss_multiplier</div>
+<div class="line"><strong>Description</strong>: (Pulsational) Pair-Instability Supernova CO massloss multiplier: Value by which the (P)PISN massloss is multiplied. Currently only works with the new prescription. THe additional mass loss is not affected multiplied by this.</div>
+<div class="line"><strong>Parameter input type</strong>: Float</div>
+<div class="line"><strong>Default value</strong>: 1</div>
+<div class="line"><strong>Extra</strong>: Ignore</div>
+</div>
+<div class="line-block">
 <div class="line"><strong>Parameter</strong>: use_LWN_fallback</div>
 <div class="line"><strong>Description</strong>: Flag whether to use the Nazehdin-Lovegrove-Woosley hydrogen envelope ejection at failed supernova.</div>
 <div class="line"><strong>Parameter input type</strong>: Integer</div>
@@ -1498,7 +1506,7 @@
 </div>
 </section>
 <section id="section-binary">
-<h2>Section: binary<a class="headerlink" href="#section-binary" title="Permalink to this headline"></a></h2>
+<h2>Section: binary<a class="headerlink" href="#section-binary" title="Permalink to this heading"></a></h2>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: separation</div>
 <div class="line"><strong>Description</strong>: Set the orbital separation (actually the semi-major axis) of the binary (internal index 0, stellar indices 0 and 1) in solar radii. Note that if the orbital period is given, it is used to calculate the separation. So if you want to set the separation instead, either do not set the orbital period or set the orbital period to zero (0.0).</div>
@@ -2660,7 +2668,7 @@
 </div>
 </section>
 <section id="section-nucsyn">
-<h2>Section: nucsyn<a class="headerlink" href="#section-nucsyn" title="Permalink to this headline"></a></h2>
+<h2>Section: nucsyn<a class="headerlink" href="#section-nucsyn" title="Permalink to this heading"></a></h2>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: third_dup</div>
 <div class="line"><strong>Description</strong>: If True, enables third dredge up. Requires NUCSYN and NUCSYN_THIRD_DREDGE_UP.</div>
@@ -2923,11 +2931,39 @@
 </div>
 </section>
 <section id="section-output">
-<h2>Section: output<a class="headerlink" href="#section-output" title="Permalink to this headline"></a></h2>
+<h2>Section: output<a class="headerlink" href="#section-output" title="Permalink to this heading"></a></h2>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: david_logging_function</div>
 <div class="line"><strong>Description</strong>: Function to choose which kind of information gets logged Requires DAVID. Choices are: 0= None, &gt;0 for custom logging functions</div>
 <div class="line"><strong>Parameter input type</strong>: Integer</div>
+<div class="line"><strong>Default value</strong>: -1</div>
+<div class="line"><strong>Extra</strong>: Ignore</div>
+</div>
+<div class="line-block">
+<div class="line"><strong>Parameter</strong>: david_tzo_logging</div>
+<div class="line"><strong>Description</strong>: Flag to enable logging for TZO project</div>
+<div class="line"><strong>Parameter input type</strong>: Integer</div>
+<div class="line"><strong>Default value</strong>: 0</div>
+<div class="line"><strong>Extra</strong>: Ignore</div>
+</div>
+<div class="line-block">
+<div class="line"><strong>Parameter</strong>: david_ppisn_logging</div>
+<div class="line"><strong>Description</strong>: Flag to enable logging for PPISN project</div>
+<div class="line"><strong>Parameter input type</strong>: Integer</div>
+<div class="line"><strong>Default value</strong>: 0</div>
+<div class="line"><strong>Extra</strong>: Ignore</div>
+</div>
+<div class="line-block">
+<div class="line"><strong>Parameter</strong>: david_rlof_episode_logging</div>
+<div class="line"><strong>Description</strong>: Flag to enable the RLOF episode logging</div>
+<div class="line"><strong>Parameter input type</strong>: Integer</div>
+<div class="line"><strong>Default value</strong>: 0</div>
+<div class="line"><strong>Extra</strong>: Ignore</div>
+</div>
+<div class="line-block">
+<div class="line"><strong>Parameter</strong>: david_rlof_ensemble_logging</div>
+<div class="line"><strong>Description</strong>: Flag to enable the RLOF ensemble logging</div>
+<div class="line"><strong>Parameter input type</strong>: Integer</div>
 <div class="line"><strong>Default value</strong>: 0</div>
 <div class="line"><strong>Extra</strong>: Ignore</div>
 </div>
@@ -3217,7 +3253,7 @@
 </div>
 </section>
 <section id="section-input">
-<h2>Section: input<a class="headerlink" href="#section-input" title="Permalink to this headline"></a></h2>
+<h2>Section: input<a class="headerlink" href="#section-input" title="Permalink to this heading"></a></h2>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: MINT_dir</div>
 <div class="line"><strong>Description</strong>: Location of MINT algorithm data.</div>
@@ -3334,7 +3370,7 @@
 </div>
 </section>
 <section id="section-i-o">
-<h2>Section: i/o<a class="headerlink" href="#section-i-o" title="Permalink to this headline"></a></h2>
+<h2>Section: i/o<a class="headerlink" href="#section-i-o" title="Permalink to this heading"></a></h2>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: go</div>
 <div class="line"><strong>Description</strong>: batchmode control command</div>
@@ -3397,7 +3433,7 @@
 </div>
 </section>
 <section id="section-algorithms">
-<h2>Section: algorithms<a class="headerlink" href="#section-algorithms" title="Permalink to this headline"></a></h2>
+<h2>Section: algorithms<a class="headerlink" href="#section-algorithms" title="Permalink to this heading"></a></h2>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: repeat</div>
 <div class="line"><strong>Description</strong>: If &gt; 1, repeats the system as many times as required. Handy if you’re using Monte-Carlo kicks and want to sample the parameter space well. Also, if you are running speed tests this is good to give a statistically more reasonable result. (See e.g. ‘tbse pgo’).</div>
@@ -3412,7 +3448,7 @@
 </div>
 </section>
 <section id="section-misc">
-<h2>Section: misc<a class="headerlink" href="#section-misc" title="Permalink to this headline"></a></h2>
+<h2>Section: misc<a class="headerlink" href="#section-misc" title="Permalink to this heading"></a></h2>
 <div class="line-block">
 <div class="line"><strong>Parameter</strong>: random_seed</div>
 <div class="line"><strong>Description</strong>: Random number seed, usually a (possibly negative) integer. Useful for exactly reproducing the evolution of a system which involves a kick (which is a Monte-Carlo, i.e. pseudorandom, process).</div>
@@ -3506,9 +3542,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/custom_logging_functions.html b/docs/build/html/custom_logging_functions.html
index 10354b9c3..f3a605924 100644
--- a/docs/build/html/custom_logging_functions.html
+++ b/docs/build/html/custom_logging_functions.html
@@ -14,6 +14,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.custom_logging_functions">
-<span id="custom-logging-functions-module"></span><h1>custom_logging_functions module<a class="headerlink" href="#module-binarycpython.utils.custom_logging_functions" title="Permalink to this headline"></a></h1>
+<span id="custom-logging-functions-module"></span><h1>custom_logging_functions module<a class="headerlink" href="#module-binarycpython.utils.custom_logging_functions" title="Permalink to this heading"></a></h1>
 <p>Module containing functions for the custom logging functionality.
 The functions here make it possible for the user to define binaryc output logs on runtime</p>
 <dl class="py function">
@@ -329,9 +330,9 @@ I recommend using this in function in combination with a function that generates
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/dicts.html b/docs/build/html/dicts.html
index 82e477f4e..fca7c720e 100644
--- a/docs/build/html/dicts.html
+++ b/docs/build/html/dicts.html
@@ -14,6 +14,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.dicts">
-<span id="dicts-module"></span><h1>dicts module<a class="headerlink" href="#module-binarycpython.utils.dicts" title="Permalink to this headline"></a></h1>
+<span id="dicts-module"></span><h1>dicts module<a class="headerlink" href="#module-binarycpython.utils.dicts" title="Permalink to this heading"></a></h1>
 <p>Module containing functions that binary_c-python uses to modify dictionaries.</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="binarycpython.utils.dicts.AutoVivificationDict">
@@ -525,9 +526,9 @@ so that they don’t have to be calculated each time.</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/ensemble.html b/docs/build/html/ensemble.html
index cf2b64e23..204462b0c 100644
--- a/docs/build/html/ensemble.html
+++ b/docs/build/html/ensemble.html
@@ -14,6 +14,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -124,13 +125,13 @@
 }
 </style>
 <section id="module-binarycpython.utils.ensemble">
-<span id="ensemble-module"></span><h1>ensemble module<a class="headerlink" href="#module-binarycpython.utils.ensemble" title="Permalink to this headline"></a></h1>
+<span id="ensemble-module"></span><h1>ensemble module<a class="headerlink" href="#module-binarycpython.utils.ensemble" title="Permalink to this heading"></a></h1>
 <p>Module containing functions to interact with binary_c’s
 population ensemble using the binarycpython package</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="binarycpython.utils.ensemble.BinarycDecoder">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">binarycpython.utils.ensemble.</span></span><span class="sig-name descname"><span class="pre">BinarycDecoder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">object_hook</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parse_float</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parse_int</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parse_constant</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">strict</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">object_pairs_hook</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/binarycpython/utils/ensemble.html#BinarycDecoder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#binarycpython.utils.ensemble.BinarycDecoder" title="Permalink to this definition"></a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">json.decoder.JSONDecoder</span></code></p>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">JSONDecoder</span></code></p>
 <p>Custom decoder to transform the numbers that are strings to actual floats</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="binarycpython.utils.ensemble.BinarycDecoder.decode">
@@ -143,7 +144,7 @@ population ensemble using the binarycpython package</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="binarycpython.utils.ensemble.BinarycEncoder">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">binarycpython.utils.ensemble.</span></span><span class="sig-name descname"><span class="pre">BinarycEncoder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">skipkeys</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ensure_ascii</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">check_circular</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">allow_nan</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sort_keys</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">indent</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">separators</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/binarycpython/utils/ensemble.html#BinarycEncoder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#binarycpython.utils.ensemble.BinarycEncoder" title="Permalink to this definition"></a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">json.encoder.JSONEncoder</span></code></p>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">JSONEncoder</span></code></p>
 <p>Encoding class function to attempt to convert things to strings.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="binarycpython.utils.ensemble.BinarycEncoder.default">
@@ -275,9 +276,9 @@ and return its contents to as a Python dictionary.</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/example_notebooks.html b/docs/build/html/example_notebooks.html
index 652d02922..7a9ce6483 100644
--- a/docs/build/html/example_notebooks.html
+++ b/docs/build/html/example_notebooks.html
@@ -14,6 +14,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -112,7 +113,7 @@
 }
 </style>
 <section id="example-notebooks">
-<h1>Example notebooks<a class="headerlink" href="#example-notebooks" title="Permalink to this headline"></a></h1>
+<h1>Example notebooks<a class="headerlink" href="#example-notebooks" title="Permalink to this heading"></a></h1>
 <p>We have a set of notebooks that explain and show the usage of the binarycpython features. The notebooks are also stored in the examples/ directory in the <a class="reference external" href="https://gitlab.eps.surrey.ac.uk/ri0005/binary_c-python/-/tree/master/examples">repository</a></p>
 <p>The order of the notebooks below is more or less the recommended order to read. The last couple of notebooks are example usecases</p>
 <div class="toctree-wrapper compound">
@@ -214,9 +215,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/examples/notebook_BHBH.html b/docs/build/html/examples/notebook_BHBH.html
index 651e15593..8f303bd92 100644
--- a/docs/build/html/examples/notebook_BHBH.html
+++ b/docs/build/html/examples/notebook_BHBH.html
@@ -14,10 +14,11 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
-        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
+        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -300,7 +301,7 @@ div.nboutput.container div.output_area > div[class^='highlight']{
 }
 
 /* hide copybtn icon on prompts (needed for 'sphinx_copybutton') */
-.prompt a.copybtn {
+.prompt .copybtn {
     display: none;
 }
 
@@ -361,14 +362,13 @@ div.rendered_html tbody tr:hover {
 }
 </style>
 <section id="Example-use-case:-Binary-black-hole-systems">
-<h1>Example use case: Binary black hole systems<a class="headerlink" href="#Example-use-case:-Binary-black-hole-systems" title="Permalink to this headline"></a></h1>
+<h1>Example use case: Binary black hole systems<a class="headerlink" href="#Example-use-case:-Binary-black-hole-systems" title="Permalink to this heading"></a></h1>
 <p>TODO: introduce the notebook</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[1]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">os</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">os</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="kn">import</span> <span class="n">temp_dir</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.run_system_wrapper</span> <span class="kn">import</span> <span class="n">run_system</span>
 <span class="n">TMP_DIR</span> <span class="o">=</span> <span class="n">temp_dir</span><span class="p">(</span><span class="s2">&quot;notebooks&quot;</span><span class="p">,</span> <span class="s2">&quot;notebook_BHBH&quot;</span><span class="p">)</span>
@@ -379,8 +379,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[2]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">log_filename</span> <span class="o">=</span> <span class="s2">&quot;log_file&quot;</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">log_filename</span> <span class="o">=</span> <span class="s2">&quot;log_file&quot;</span>
 <span class="n">output</span> <span class="o">=</span> <span class="n">run_system</span><span class="p">(</span><span class="n">M_1</span><span class="o">=</span><span class="mi">60</span><span class="p">,</span>
                     <span class="n">BH_prescription</span><span class="o">=</span><span class="s1">&#39;BH_BELCZYNSKI&#39;</span><span class="p">,</span>
                     <span class="n">log_filename</span><span class="o">=</span><span class="n">log_filename</span><span class="p">,</span>
@@ -417,8 +416,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[3]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">output</span> <span class="o">=</span> <span class="n">run_system</span><span class="p">(</span><span class="n">M_1</span><span class="o">=</span><span class="mi">60</span><span class="p">,</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">output</span> <span class="o">=</span> <span class="n">run_system</span><span class="p">(</span><span class="n">M_1</span><span class="o">=</span><span class="mi">60</span><span class="p">,</span>
                     <span class="n">M_2</span><span class="o">=</span><span class="mi">40</span><span class="p">,</span>
                     <span class="n">orbital_period</span><span class="o">=</span><span class="mi">2000</span><span class="p">,</span> <span class="c1"># days</span>
                     <span class="n">BH_prescription</span><span class="o">=</span><span class="s1">&#39;BH_BELCZYNSKI&#39;</span><span class="p">,</span>
@@ -635,9 +633,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[4]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-
-<span></span><span class="c1"># BHBH detector : returns BHBH system data, or None if not found</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><br/><span></span><span class="c1"># BHBH detector : returns BHBH system data, or None if not found</span>
 <span class="k">def</span> <span class="nf">BHBH</span><span class="p">(</span><span class="n">filename</span><span class="p">):</span>
     <span class="n">vb</span> <span class="o">=</span> <span class="kc">False</span> <span class="c1"># set to True for debugging</span>
     <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">filename</span><span class="p">,</span> <span class="s1">&#39;r&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
@@ -687,8 +683,7 @@ BHBH system is unbound
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[5]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="k">def</span> <span class="nf">search_for_BHBH</span><span class="p">(</span><span class="n">maxcount</span><span class="p">,</span><span class="o">**</span><span class="n">opts</span><span class="p">):</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">search_for_BHBH</span><span class="p">(</span><span class="n">maxcount</span><span class="p">,</span><span class="o">**</span><span class="n">opts</span><span class="p">):</span>
     <span class="nb">print</span><span class="p">(</span><span class="n">opts</span><span class="p">)</span>
     <span class="n">found</span> <span class="o">=</span> <span class="kc">False</span>
     <span class="n">count</span> <span class="o">=</span> <span class="mi">0</span>
@@ -724,8 +719,7 @@ BHBH system is unbound
             <span class="n">wind_mass_loss</span><span class="o">=</span><span class="s1">&#39;WIND_ALGORITHM_BINARY_C_2020&#39;</span><span class="p">,</span>
            <span class="p">)</span>
 <span class="n">search_for_BHBH</span><span class="p">(</span><span class="mi">100</span><span class="p">,</span><span class="o">**</span><span class="n">args</span><span class="p">)</span>
-
-</pre></div>
+<br/></pre></div>
 </div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -1040,8 +1034,7 @@ System 100 has separation -154.61
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[6]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">args</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">args</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span>
             <span class="n">M_1</span><span class="o">=</span><span class="mi">60</span><span class="p">,</span>
             <span class="n">M_2</span><span class="o">=</span><span class="mi">40</span><span class="p">,</span>
             <span class="n">orbital_period</span><span class="o">=</span><span class="mi">2000</span><span class="p">,</span> <span class="c1"># days</span>
@@ -1266,8 +1259,7 @@ Found bound BHBH system
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[7]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">args</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">args</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span>
             <span class="n">M_1</span><span class="o">=</span><span class="mi">60</span><span class="p">,</span>
             <span class="n">M_2</span><span class="o">=</span><span class="mi">40</span><span class="p">,</span>
             <span class="n">metallicity</span><span class="o">=</span><span class="mf">0.001</span><span class="p">,</span>
@@ -1339,8 +1331,7 @@ closer, more grvitationally-bound systems).</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[8]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">args</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">args</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span>
             <span class="n">M_1</span><span class="o">=</span><span class="mi">60</span><span class="p">,</span>
             <span class="n">M_2</span><span class="o">=</span><span class="mi">40</span><span class="p">,</span>
             <span class="n">metallicity</span><span class="o">=</span><span class="mf">0.0001</span><span class="p">,</span>
@@ -1370,8 +1361,7 @@ System 1 has separation -3069.7
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">args</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">args</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span>
             <span class="n">M_1</span><span class="o">=</span><span class="mi">60</span><span class="p">,</span>
             <span class="n">M_2</span><span class="o">=</span><span class="mi">40</span><span class="p">,</span>
             <span class="n">metallicity</span><span class="o">=</span><span class="mf">0.001</span><span class="p">,</span>
@@ -1386,8 +1376,7 @@ System 1 has separation -3069.7
     <span class="n">d</span> <span class="o">=</span> <span class="n">search_for_BHBH</span><span class="p">(</span><span class="mi">100</span><span class="p">,</span><span class="o">**</span><span class="n">args</span><span class="p">)</span>
     <span class="k">if</span> <span class="n">d</span> <span class="o">!=</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">d</span><span class="p">[</span><span class="s1">&#39;separation&#39;</span><span class="p">]</span> <span class="o">&lt;</span> <span class="mf">10.0</span><span class="p">:</span>
         <span class="n">found</span> <span class="o">=</span> <span class="kc">True</span>
-
-</pre></div>
+<br/></pre></div>
 </div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -5548,8 +5537,7 @@ system 2 / 100
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
 </div>
@@ -5574,9 +5562,9 @@ system 2 / 100
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/examples/notebook_HRD.html b/docs/build/html/examples/notebook_HRD.html
index 61c302a40..b73f4b633 100644
--- a/docs/build/html/examples/notebook_HRD.html
+++ b/docs/build/html/examples/notebook_HRD.html
@@ -14,10 +14,11 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
-        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
+        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -307,7 +308,7 @@ div.nboutput.container div.output_area > div[class^='highlight']{
 }
 
 /* hide copybtn icon on prompts (needed for 'sphinx_copybutton') */
-.prompt a.copybtn {
+.prompt .copybtn {
     display: none;
 }
 
@@ -368,14 +369,13 @@ div.rendered_html tbody tr:hover {
 }
 </style>
 <section id="Example-use-case:-Hertzsprung-Russell-diagrams">
-<h1>Example use case: Hertzsprung-Russell diagrams<a class="headerlink" href="#Example-use-case:-Hertzsprung-Russell-diagrams" title="Permalink to this headline"></a></h1>
+<h1>Example use case: Hertzsprung-Russell diagrams<a class="headerlink" href="#Example-use-case:-Hertzsprung-Russell-diagrams" title="Permalink to this heading"></a></h1>
 <p>In this notebook we compute Hertzsprung-Russell diagrams (HRDs) of single and binary stars.</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[1]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">os</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">os</span>
 <span class="kn">import</span> <span class="nn">math</span>
 <span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
 
@@ -383,20 +383,18 @@ div.rendered_html tbody tr:hover {
 <span class="kn">from</span> <span class="nn">binarycpython.utils.grid</span> <span class="kn">import</span> <span class="n">Population</span>
 
 <span class="n">TMP_DIR</span> <span class="o">=</span> <span class="n">temp_dir</span><span class="p">(</span><span class="s2">&quot;notebooks&quot;</span><span class="p">,</span> <span class="s2">&quot;notebook_HRD&quot;</span><span class="p">)</span>
-
-</pre></div>
+<br/></pre></div>
 </div>
 </div>
 <section id="Setting-up-the-Population-object">
-<h2>Setting up the Population object<a class="headerlink" href="#Setting-up-the-Population-object" title="Permalink to this headline"></a></h2>
+<h2>Setting up the Population object<a class="headerlink" href="#Setting-up-the-Population-object" title="Permalink to this heading"></a></h2>
 <p>First we set up a new population object. Our stars evolve to <span class="math notranslate nohighlight">\(13.7\mathrm{Gyr}\)</span>, the age of the Universe, and we assume the metallicity <span class="math notranslate nohighlight">\(Z=0.02\)</span>. These are rough approximations: a real population was born some finite time ago, so cannot possibly evolve to <span class="math notranslate nohighlight">\(13.7\mathrm{Gyr}\)</span>, and stars are not really born with a metallicity of <span class="math notranslate nohighlight">\(0.02\)</span>. These approximations only affect very low mass stars, so we assume all our stars have mass <span class="math notranslate nohighlight">\(M\geq 1 \mathrm{M}_\odot\)</span>, and metallicity
 does not change evolution too much except in massive stars through the dependence of their winds on metallicity, so we limit our study to <span class="math notranslate nohighlight">\(M\leq 10 \mathrm{M}_\odot\)</span>.</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[2]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Create population object</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Create population object</span>
 <span class="n">population</span> <span class="o">=</span> <span class="n">Population</span><span class="p">()</span>
 
 <span class="c1"># Setting values can be done via .set(&lt;parameter_name&gt;=&lt;value&gt;)</span>
@@ -410,20 +408,18 @@ does not change evolution too much except in massive stars through the dependenc
     <span class="n">tmp_dir</span><span class="o">=</span><span class="n">TMP_DIR</span><span class="p">,</span>
     <span class="n">verbosity</span><span class="o">=</span><span class="mi">1</span>
 <span class="p">)</span>
-
-</pre></div>
+<br/></pre></div>
 </div>
 </div>
 </section>
 <section id="Stellar-Grid">
-<h2>Stellar Grid<a class="headerlink" href="#Stellar-Grid" title="Permalink to this headline"></a></h2>
+<h2>Stellar Grid<a class="headerlink" href="#Stellar-Grid" title="Permalink to this heading"></a></h2>
 <p>We now construct a grid of stars, varying the mass from <span class="math notranslate nohighlight">\(1\)</span> to <span class="math notranslate nohighlight">\(10\mathrm{M}_\odot\)</span> in nine steps (so the masses are integers).</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[3]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">binarycpython.utils.distribution_functions</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">binarycpython.utils.distribution_functions</span>
 <span class="c1"># Set resolution and mass range that we simulate</span>
 <span class="n">resolution</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;M_1&quot;</span><span class="p">:</span> <span class="mi">10</span><span class="p">}</span>
 <span class="n">massrange</span> <span class="o">=</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">11</span><span class="p">)</span>
@@ -472,15 +468,14 @@ Added grid variable: {
 </div>
 </section>
 <section id="Setting-logging-and-handling-the-output">
-<h2>Setting logging and handling the output<a class="headerlink" href="#Setting-logging-and-handling-the-output" title="Permalink to this headline"></a></h2>
+<h2>Setting logging and handling the output<a class="headerlink" href="#Setting-logging-and-handling-the-output" title="Permalink to this heading"></a></h2>
 <p>We now construct the HRD output.</p>
 <p>We choose stars prior to and including the thermally-pulsing asymptotic giant branch (TPAGB) phase that have <span class="math notranslate nohighlight">\(&gt;0.1\mathrm{M}_\odot\)</span> of material in their outer hydrogen envelope (remember the core of an evolved star is made of helium or carbon/oxygen/neon). This prevents us showing the post-AGB phase which is a bit messy and we avoid the white-dwarf cooling track.</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[4]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">custom_logging_statement</span> <span class="o">=</span> <span class="s2">&quot;&quot;&quot;</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">custom_logging_statement</span> <span class="o">=</span> <span class="s2">&quot;&quot;&quot;</span>
 <span class="s2">Foreach_star(star)</span>
 <span class="s2">{</span>
 <span class="s2">    if(star-&gt;stellar_type &lt;= TPAGB &amp;&amp;</span>
@@ -505,8 +500,7 @@ Added grid variable: {
 <span class="n">population</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
     <span class="n">C_logging_code</span><span class="o">=</span><span class="n">custom_logging_statement</span>
 <span class="p">)</span>
-
-</pre></div>
+<br/></pre></div>
 </div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -542,8 +536,7 @@ Foreach_star(star)
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[5]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="kn">import</span> <span class="n">datalinedict</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="kn">import</span> <span class="n">datalinedict</span>
 <span class="kn">import</span> <span class="nn">re</span>
 
 <span class="k">def</span> <span class="nf">parse_function</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">output</span><span class="p">):</span>
@@ -591,7 +584,7 @@ adding: parse_function=&lt;function parse_function at 0x14bf2250fdc0&gt; to grid
 </div>
 </section>
 <section id="Evolving-the-grid">
-<h2>Evolving the grid<a class="headerlink" href="#Evolving-the-grid" title="Permalink to this headline"></a></h2>
+<h2>Evolving the grid<a class="headerlink" href="#Evolving-the-grid" title="Permalink to this heading"></a></h2>
 <p>Now that we configured all the main parts of the population object, we can actually run the population! Doing this is straightforward: <code class="docutils literal notranslate"><span class="pre">population.evolve()</span></code></p>
 <p>This will start up the processing of all the systems. We can control how many cores are used by settings <code class="docutils literal notranslate"><span class="pre">num_cores</span></code>. By setting the <code class="docutils literal notranslate"><span class="pre">verbosity</span></code> of the population object to a higher value we can get a lot of verbose information about the run, but for now we will set it to 0.</p>
 <p>There are many grid_options that can lead to different behaviour of the evolution of the grid. Please do have a look at the [grid options docs] (<a class="reference external" href="https://ri0005.pages.surrey.ac.uk/binary_c-python/grid_options_descriptions.html">https://ri0005.pages.surrey.ac.uk/binary_c-python/grid_options_descriptions.html</a>) for more details.</p>
@@ -599,8 +592,7 @@ adding: parse_function=&lt;function parse_function at 0x14bf2250fdc0&gt; to grid
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[6]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># set number of threads</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># set number of threads</span>
 <span class="n">population</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
     <span class="c1"># verbose output at level 1 is sufficient</span>
     <span class="n">verbosity</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
@@ -741,8 +733,7 @@ dict_keys([1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0])
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[7]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="nb">print</span><span class="p">(</span><span class="n">analytics</span><span class="p">)</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">analytics</span><span class="p">)</span>
 </pre></div>
 </div>
 </div>
@@ -758,8 +749,7 @@ dict_keys([1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0])
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[8]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># make an HRD using Seaborn and Pandas</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># make an HRD using Seaborn and Pandas</span>
 <span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
 <span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
 <span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s2">&quot;display.max_rows&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="s2">&quot;display.max_columns&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
@@ -799,8 +789,7 @@ dict_keys([1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0])
 <span class="n">p</span><span class="o">.</span><span class="n">invert_xaxis</span><span class="p">()</span>
 <span class="n">p</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;$\log_</span><span class="si">{10}</span><span class="s2"> (T_\mathrm</span><span class="si">{eff}</span><span class="s2"> / \mathrm</span><span class="si">{K}</span><span class="s2">)$&quot;</span><span class="p">)</span>
 <span class="n">p</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;$\log_</span><span class="si">{10}</span><span class="s2"> (L/$L$_{☉})$&quot;</span><span class="p">)</span>
-
-</pre></div>
+<br/></pre></div>
 </div>
 </div>
 <div class="nboutput docutils container">
@@ -839,14 +828,13 @@ Text(0, 0.5, &#39;$\\log_{10} (L/$L$_{☉})$&#39;)
 <p>We now have an HRD. It took longer to make the plot than to run the stars with <em>binary_c</em>!</p>
 </section>
 <section id="Binary-stars">
-<h2>Binary stars<a class="headerlink" href="#Binary-stars" title="Permalink to this headline"></a></h2>
+<h2>Binary stars<a class="headerlink" href="#Binary-stars" title="Permalink to this heading"></a></h2>
 <p>Now we put a secondary star of mass <span class="math notranslate nohighlight">\(0.5\mathrm{M}_\odot\)</span> at a distance of <span class="math notranslate nohighlight">\(10\mathrm{R}_\odot\)</span> to see how this changes things. Then we rerun the population. At such short separations, we expect mass transfer to begin on or shortly after the main sequence.</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[9]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">population</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">population</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
     <span class="n">M_2</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span> <span class="c1"># Msun</span>
     <span class="n">separation</span> <span class="o">=</span> <span class="mi">10</span><span class="p">,</span> <span class="c1"># Rsun</span>
     <span class="n">multiplicity</span> <span class="o">=</span> <span class="mi">2</span><span class="p">,</span> <span class="c1"># binaries</span>
@@ -980,9 +968,7 @@ There were no errors found in this run.
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[10]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-
-<span></span><span class="n">hrd</span> <span class="o">=</span> <span class="n">population</span><span class="o">.</span><span class="n">grid_results</span><span class="p">[</span><span class="s1">&#39;HRD&#39;</span><span class="p">]</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><br/><span></span><span class="n">hrd</span> <span class="o">=</span> <span class="n">population</span><span class="o">.</span><span class="n">grid_results</span><span class="p">[</span><span class="s1">&#39;HRD&#39;</span><span class="p">]</span>
 
 <span class="k">for</span> <span class="n">nstar</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">hrd</span><span class="p">):</span>
     <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;star &quot;</span><span class="p">,</span><span class="n">nstar</span><span class="p">)</span>
@@ -1055,8 +1041,7 @@ Text(0, 0.5, &#39;$\\log_{10} (L/$L$_{☉})$&#39;)
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[11]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">population</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">population</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
     <span class="n">M_2</span> <span class="o">=</span> <span class="mi">1</span><span class="p">,</span> <span class="c1"># Msun</span>
     <span class="n">separation</span> <span class="o">=</span> <span class="mi">100</span><span class="p">,</span> <span class="c1"># Rsun</span>
     <span class="n">multiplicity</span> <span class="o">=</span> <span class="mi">2</span><span class="p">,</span> <span class="c1"># binaries</span>
@@ -1192,8 +1177,7 @@ There were no errors found in this run.
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[12]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">hrd</span> <span class="o">=</span> <span class="n">population</span><span class="o">.</span><span class="n">grid_results</span><span class="p">[</span><span class="s1">&#39;HRD&#39;</span><span class="p">]</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">hrd</span> <span class="o">=</span> <span class="n">population</span><span class="o">.</span><span class="n">grid_results</span><span class="p">[</span><span class="s1">&#39;HRD&#39;</span><span class="p">]</span>
 
 <span class="k">for</span> <span class="n">nstar</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">hrd</span><span class="p">):</span>
     <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;star &quot;</span><span class="p">,</span><span class="n">nstar</span><span class="p">)</span>
@@ -1266,8 +1250,7 @@ Text(0, 0.5, &#39;$\\log_{10} (L/$L$_{☉})$&#39;)
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[13]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">hrd</span> <span class="o">=</span> <span class="n">population</span><span class="o">.</span><span class="n">grid_results</span><span class="p">[</span><span class="s1">&#39;HRD&#39;</span><span class="p">]</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">hrd</span> <span class="o">=</span> <span class="n">population</span><span class="o">.</span><span class="n">grid_results</span><span class="p">[</span><span class="s1">&#39;HRD&#39;</span><span class="p">]</span>
 
 <span class="k">for</span> <span class="n">nstar</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">hrd</span><span class="p">):</span>
     <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;star &quot;</span><span class="p">,</span><span class="n">nstar</span><span class="p">)</span>
@@ -1339,8 +1322,7 @@ very start.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
 </div>
@@ -1366,9 +1348,9 @@ very start.</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/examples/notebook_api_functionality.html b/docs/build/html/examples/notebook_api_functionality.html
index 38d274dc3..d1338c7a1 100644
--- a/docs/build/html/examples/notebook_api_functionality.html
+++ b/docs/build/html/examples/notebook_api_functionality.html
@@ -14,10 +14,11 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
-        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
+        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -307,7 +308,7 @@ div.nboutput.container div.output_area > div[class^='highlight']{
 }
 
 /* hide copybtn icon on prompts (needed for 'sphinx_copybutton') */
-.prompt a.copybtn {
+.prompt .copybtn {
     display: none;
 }
 
@@ -368,7 +369,7 @@ div.rendered_html tbody tr:hover {
 }
 </style>
 <section id="Tutorial:-Using-the-API-functionality-of-binary_c-python">
-<h1>Tutorial: Using the API functionality of binary_c-python<a class="headerlink" href="#Tutorial:-Using-the-API-functionality-of-binary_c-python" title="Permalink to this headline"></a></h1>
+<h1>Tutorial: Using the API functionality of binary_c-python<a class="headerlink" href="#Tutorial:-Using-the-API-functionality-of-binary_c-python" title="Permalink to this heading"></a></h1>
 <p>This notebook shows how to use the API functions that interface with binary_c. It usually is better to use wrapper functions that internally use these API functions, because most of the output here is very raw</p>
 <p>Binarycpython uses the Python-C extension framework to interface Python with C. The sourcecode for this is contained in <code class="docutils literal notranslate"><span class="pre">src/binary_c_python.c</span></code>, and the functions are available via <code class="docutils literal notranslate"><span class="pre">from</span> <span class="pre">binarycpython</span> <span class="pre">import</span> <span class="pre">_binary_c_bindings</span></code>.</p>
 <p>The following functions are available through the API: (run cell below)</p>
@@ -376,8 +377,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[1]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">from</span> <span class="nn">binarycpython</span> <span class="kn">import</span> <span class="n">_binary_c_bindings</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">binarycpython</span> <span class="kn">import</span> <span class="n">_binary_c_bindings</span>
 <span class="n">help</span><span class="p">(</span><span class="n">_binary_c_bindings</span><span class="p">)</span>
 </pre></div>
 </div>
@@ -500,15 +500,14 @@ FILE
 </li>
 </ul>
 <section id="Example-usage:">
-<h2>Example usage:<a class="headerlink" href="#Example-usage:" title="Permalink to this headline"></a></h2>
+<h2>Example usage:<a class="headerlink" href="#Example-usage:" title="Permalink to this heading"></a></h2>
 <section id="Setting-up,-using-and-freeing-store">
-<h3>Setting up, using and freeing store<a class="headerlink" href="#Setting-up,-using-and-freeing-store" title="Permalink to this headline"></a></h3>
+<h3>Setting up, using and freeing store<a class="headerlink" href="#Setting-up,-using-and-freeing-store" title="Permalink to this heading"></a></h3>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[2]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># allocating store memory</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># allocating store memory</span>
 <span class="n">store_memaddr</span> <span class="o">=</span> <span class="n">_binary_c_bindings</span><span class="o">.</span><span class="n">return_store_memaddr</span><span class="p">()</span>
 <span class="nb">print</span><span class="p">(</span><span class="n">store_memaddr</span><span class="p">)</span>
 
@@ -544,14 +543,13 @@ SINGLE_STAR_LIFETIME 10 28.4838
 </div>
 </section>
 <section id="Getting-information-from-binary_c">
-<h3>Getting information from binary_c<a class="headerlink" href="#Getting-information-from-binary_c" title="Permalink to this headline"></a></h3>
+<h3>Getting information from binary_c<a class="headerlink" href="#Getting-information-from-binary_c" title="Permalink to this heading"></a></h3>
 <p>We can get information for a parameter via return_help(parameter_name): This will return an unparsed output</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[3]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="nb">print</span><span class="p">(</span><span class="n">_binary_c_bindings</span><span class="o">.</span><span class="n">return_help</span><span class="p">(</span><span class="s1">&#39;M_1&#39;</span><span class="p">))</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">_binary_c_bindings</span><span class="o">.</span><span class="n">return_help</span><span class="p">(</span><span class="s1">&#39;M_1&#39;</span><span class="p">))</span>
 </pre></div>
 </div>
 </div>
@@ -576,8 +574,7 @@ Default : 0
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[4]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="nb">print</span><span class="p">(</span><span class="s1">&#39;</span><span class="se">\n</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">_binary_c_bindings</span><span class="o">.</span><span class="n">return_help_all</span><span class="p">()</span><span class="o">.</span><span class="n">splitlines</span><span class="p">()[:</span><span class="mi">10</span><span class="p">]))</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s1">&#39;</span><span class="se">\n</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">_binary_c_bindings</span><span class="o">.</span><span class="n">return_help_all</span><span class="p">()</span><span class="o">.</span><span class="n">splitlines</span><span class="p">()[:</span><span class="mi">10</span><span class="p">]))</span>
 <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;(abridged)&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
@@ -605,8 +602,7 @@ M_4 : The initial mass of star four (in solar units, internally this is star ind
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[5]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="nb">print</span><span class="p">(</span><span class="s1">&#39;</span><span class="se">\n</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">_binary_c_bindings</span><span class="o">.</span><span class="n">return_arglines</span><span class="p">()</span><span class="o">.</span><span class="n">splitlines</span><span class="p">()[:</span><span class="mi">4</span><span class="p">]))</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s1">&#39;</span><span class="se">\n</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">_binary_c_bindings</span><span class="o">.</span><span class="n">return_arglines</span><span class="p">()</span><span class="o">.</span><span class="n">splitlines</span><span class="p">()[:</span><span class="mi">4</span><span class="p">]))</span>
 <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;(abridged)&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
@@ -628,8 +624,7 @@ M_1 = 0
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[6]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Here we set up the argument string that is passed to the bindings</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Here we set up the argument string that is passed to the bindings</span>
 <span class="n">argstring</span> <span class="o">=</span> <span class="s2">&quot;&quot;&quot;</span>
 <span class="s2">binary_c M_1 </span><span class="si">{M_1}</span><span class="s2"> orbital_period </span><span class="si">{orbital_period}</span><span class="s2"> eccentricity </span><span class="si">{eccentricity}</span><span class="s2"> metallicity </span><span class="si">{metallicity}</span><span class="s2"> max_evolution_time </span><span class="si">{max_evolution_time}</span><span class="s2"></span>
 <span class="s2">&quot;&quot;&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
@@ -660,8 +655,7 @@ MINIMUM PERIOD 0.00632092
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[7]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Here we set up the argument string that is passed to the bindings</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Here we set up the argument string that is passed to the bindings</span>
 <span class="n">argstring</span> <span class="o">=</span> <span class="s2">&quot;&quot;&quot;</span>
 <span class="s2">binary_c M_1 </span><span class="si">{M_1}</span><span class="s2"> orbital_period </span><span class="si">{orbital_period}</span><span class="s2"> eccentricity </span><span class="si">{eccentricity}</span><span class="s2"> metallicity </span><span class="si">{metallicity}</span><span class="s2"> max_evolution_time </span><span class="si">{max_evolution_time}</span><span class="s2"></span>
 <span class="s2">&quot;&quot;&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
@@ -692,8 +686,7 @@ MAXIMUM MASS RATIO 0.0141
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
 </div>
@@ -720,9 +713,9 @@ MAXIMUM MASS RATIO 0.0141
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/examples/notebook_common_envelope_evolution.html b/docs/build/html/examples/notebook_common_envelope_evolution.html
index d60de9b8c..f706a0f6a 100644
--- a/docs/build/html/examples/notebook_common_envelope_evolution.html
+++ b/docs/build/html/examples/notebook_common_envelope_evolution.html
@@ -14,10 +14,11 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
-        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
+        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -306,7 +307,7 @@ div.nboutput.container div.output_area > div[class^='highlight']{
 }
 
 /* hide copybtn icon on prompts (needed for 'sphinx_copybutton') */
-.prompt a.copybtn {
+.prompt .copybtn {
     display: none;
 }
 
@@ -367,15 +368,14 @@ div.rendered_html tbody tr:hover {
 }
 </style>
 <section id="Example-use-case:-Common-envelope-evolution">
-<h1>Example use case: Common-envelope evolution<a class="headerlink" href="#Example-use-case:-Common-envelope-evolution" title="Permalink to this headline"></a></h1>
+<h1>Example use case: Common-envelope evolution<a class="headerlink" href="#Example-use-case:-Common-envelope-evolution" title="Permalink to this heading"></a></h1>
 <p>In this notebook we look at how common-envelope evolution (CEE) alters binary-star orbits. We construct a population of low- and intermediate-mass binaries and compare their orbital periods before and after CEE. Not all stars evolve into this phase, so we have to run a whole population to find those that do. We then have to construct the pre- and post-CEE distributions and plot them.</p>
 <p>First, we import a few required Python modules.</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[1]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">os</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">os</span>
 <span class="kn">import</span> <span class="nn">math</span>
 <span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="kn">import</span> <span class="n">temp_dir</span>
@@ -385,14 +385,13 @@ div.rendered_html tbody tr:hover {
 </div>
 </div>
 <section id="Setting-up-the-Population-object">
-<h2>Setting up the Population object<a class="headerlink" href="#Setting-up-the-Population-object" title="Permalink to this headline"></a></h2>
+<h2>Setting up the Population object<a class="headerlink" href="#Setting-up-the-Population-object" title="Permalink to this heading"></a></h2>
 <p>We set up a new population object. Our stars evolve to <span class="math notranslate nohighlight">\(13.7\text{ }\mathrm{Gyr}\)</span>, the age of the Universe, and we assume the metallicity <span class="math notranslate nohighlight">\(Z=0.02\)</span>. We also set the common-envelope ejection efficiency <span class="math notranslate nohighlight">\(\alpha_\mathrm{CE}=1\)</span> and the envelope structure parameter <span class="math notranslate nohighlight">\(\lambda=0.5\)</span>. More complex options are available in <em>binary_c</em>, such as <span class="math notranslate nohighlight">\(\lambda\)</span> based on stellar mass, but this is just a demonstration example so let’s keep things simple.</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[2]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Create population object</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Create population object</span>
 <span class="n">population</span> <span class="o">=</span> <span class="n">Population</span><span class="p">()</span>
 <span class="n">population</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
     <span class="c1"># grid options</span>
@@ -423,14 +422,13 @@ adding: lambda_ce=0.5 to BSE_options
 </div>
 </section>
 <section id="Stellar-Grid">
-<h2>Stellar Grid<a class="headerlink" href="#Stellar-Grid" title="Permalink to this headline"></a></h2>
+<h2>Stellar Grid<a class="headerlink" href="#Stellar-Grid" title="Permalink to this heading"></a></h2>
 <p>We now construct a grid of stars, varying the mass from <span class="math notranslate nohighlight">\(1\)</span> to <span class="math notranslate nohighlight">\(6\text{ }\mathrm{M}_\odot\)</span>. We avoid massive stars for now, and focus on the (more common) low- and intermediate-mass stars. We also limit the period range to <span class="math notranslate nohighlight">\(10^4\text{ }\mathrm{d}\)</span> because systems with longer orbital periods will probably not undergo Roche-lobe overflow and hence common-envelope evolution is impossible.</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[3]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">binarycpython.utils.distribution_functions</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">binarycpython.utils.distribution_functions</span>
 <span class="c1"># Set resolution and mass range that we simulate</span>
 <span class="n">resolution</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;M_1&quot;</span><span class="p">:</span> <span class="mi">10</span><span class="p">,</span> <span class="s2">&quot;q&quot;</span> <span class="p">:</span> <span class="mi">10</span><span class="p">,</span> <span class="s2">&quot;per&quot;</span><span class="p">:</span> <span class="mi">10</span><span class="p">}</span>
 <span class="n">massrange</span> <span class="o">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">6</span><span class="p">]</span>
@@ -550,14 +548,13 @@ Added grid variable: {
 </div>
 </section>
 <section id="Logging-and-handling-the-output">
-<h2>Logging and handling the output<a class="headerlink" href="#Logging-and-handling-the-output" title="Permalink to this headline"></a></h2>
+<h2>Logging and handling the output<a class="headerlink" href="#Logging-and-handling-the-output" title="Permalink to this heading"></a></h2>
 <p>We now construct the pre- and post-common envelope evolution data for the first common envelope that forms in each binary. We look at the comenv_count variable, we can see that when it increases from 0 to 1 we have found our object. If this happens, we stop evolution of the system to save CPU time.</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[4]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">custom_logging_statement</span> <span class="o">=</span> <span class="s2">&quot;&quot;&quot;</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">custom_logging_statement</span> <span class="o">=</span> <span class="s2">&quot;&quot;&quot;</span>
 
 <span class="s2">/*</span>
 <span class="s2"> * Detect when the comenv_count increased</span>
@@ -589,8 +586,7 @@ Added grid variable: {
 <span class="n">population</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
     <span class="n">C_logging_code</span><span class="o">=</span><span class="n">custom_logging_statement</span>
 <span class="p">)</span>
-
-</pre></div>
+<br/></pre></div>
 </div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -633,8 +629,7 @@ if(stardata-&gt;model.comenv_count == 1 &amp;&amp;
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[5]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="kn">import</span> <span class="n">bin_data</span><span class="p">,</span><span class="n">datalinedict</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="kn">import</span> <span class="n">bin_data</span><span class="p">,</span><span class="n">datalinedict</span>
 <span class="kn">import</span> <span class="nn">re</span>
 
 <span class="c1"># log-period distribution bin width (dex)</span>
@@ -691,14 +686,13 @@ adding: parse_function=&lt;function parse_function at 0x149c95c56c10&gt; to grid
 </div>
 </section>
 <section id="Evolving-the-grid">
-<h2>Evolving the grid<a class="headerlink" href="#Evolving-the-grid" title="Permalink to this headline"></a></h2>
+<h2>Evolving the grid<a class="headerlink" href="#Evolving-the-grid" title="Permalink to this heading"></a></h2>
 <p>Now we actually run the population. This may take a little while. You can set num_cores higher if you have a powerful machine.</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[6]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># set number of threads</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># set number of threads</span>
 <span class="n">population</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
     <span class="c1"># set number of threads (i.e. number of CPU cores we use)</span>
     <span class="n">num_cores</span><span class="o">=</span><span class="mi">4</span><span class="p">,</span>
@@ -1005,8 +999,7 @@ There were no errors found in this run.
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[7]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="nb">print</span><span class="p">(</span><span class="n">analytics</span><span class="p">)</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">analytics</span><span class="p">)</span>
 </pre></div>
 </div>
 </div>
@@ -1022,8 +1015,7 @@ There were no errors found in this run.
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[8]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># make a plot of the distributions</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># make a plot of the distributions</span>
 <span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
 <span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
 <span class="kn">import</span> <span class="nn">copy</span>
@@ -1069,8 +1061,7 @@ There were no errors found in this run.
 <span class="n">p</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;$\log_</span><span class="si">{10}</span><span class="s2"> (P_\mathrm</span><span class="si">{orb}</span><span class="s2"> / \mathrm</span><span class="si">{day}</span><span class="s2">)$&quot;</span><span class="p">)</span>
 <span class="n">p</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;Number of stars&quot;</span><span class="p">)</span>
 <span class="c1">#p.set(xlim=(-5,5)) # might be necessary?</span>
-
-</pre></div>
+<br/></pre></div>
 </div>
 </div>
 <div class="nboutput docutils container">
@@ -1131,9 +1122,9 @@ Text(0, 0.5, &#39;Number of stars&#39;)
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/examples/notebook_custom_logging.html b/docs/build/html/examples/notebook_custom_logging.html
index 96daa798c..19bed65d7 100644
--- a/docs/build/html/examples/notebook_custom_logging.html
+++ b/docs/build/html/examples/notebook_custom_logging.html
@@ -14,10 +14,11 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
-        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
+        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -312,7 +313,7 @@ div.nboutput.container div.output_area > div[class^='highlight']{
 }
 
 /* hide copybtn icon on prompts (needed for 'sphinx_copybutton') */
-.prompt a.copybtn {
+.prompt .copybtn {
     display: none;
 }
 
@@ -373,14 +374,13 @@ div.rendered_html tbody tr:hover {
 }
 </style>
 <section id="Tutorial:-Using-custom-logging-routines-with-binary_c-python">
-<h1>Tutorial: Using custom logging routines with binary_c-python<a class="headerlink" href="#Tutorial:-Using-custom-logging-routines-with-binary_c-python" title="Permalink to this headline"></a></h1>
+<h1>Tutorial: Using custom logging routines with binary_c-python<a class="headerlink" href="#Tutorial:-Using-custom-logging-routines-with-binary_c-python" title="Permalink to this heading"></a></h1>
 <p>In this notebook you’ll learn how to use the custom logging functionality</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[1]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">from</span> <span class="nn">binarycpython</span> <span class="kn">import</span> <span class="n">_binary_c_bindings</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">binarycpython</span> <span class="kn">import</span> <span class="n">_binary_c_bindings</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.custom_logging_functions</span> <span class="kn">import</span> <span class="p">(</span>
     <span class="n">autogen_C_logging_code</span><span class="p">,</span>
     <span class="n">binary_c_log_code</span><span class="p">,</span>
@@ -403,14 +403,13 @@ div.rendered_html tbody tr:hover {
 <p>The custom logging functionality can be used when running systems via <code class="docutils literal notranslate"><span class="pre">run_system()</span></code>, via <code class="docutils literal notranslate"><span class="pre">Population.evolve()</span></code> and <code class="docutils literal notranslate"><span class="pre">Population.evolve_single()</span></code>, and directly via the API</p>
 <p>Within the logging statement we can access information from the stardata object, as well as use logical statements to determine when to log information. What we cannot do, however, is access functions that are not <em>publicly available</em>. For very elaborate printing routines it is still advised to actually hardcode the print statement into binary_c itself.</p>
 <section id="Usage">
-<h2>Usage<a class="headerlink" href="#Usage" title="Permalink to this headline"></a></h2>
+<h2>Usage<a class="headerlink" href="#Usage" title="Permalink to this heading"></a></h2>
 <p>There are two methods to create the C-code that will be compiled: - Automatically generate the print statement and use the wrapper to generate the full function string, by using <code class="docutils literal notranslate"><span class="pre">autogen_C_logging_code</span></code> - Create your custom print statement and use the wrapper to generate the full function string, by writing out the print statement. Here the logging statement obviously has to be valid C code</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[2]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># generate logging lines. Here you can choose whatever you want to have logged, and with what header</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># generate logging lines. Here you can choose whatever you want to have logged, and with what header</span>
 <span class="c1"># this generates working print statements</span>
 <span class="n">logging_line</span> <span class="o">=</span> <span class="n">autogen_C_logging_code</span><span class="p">(</span>
     <span class="p">{</span>
@@ -433,8 +432,7 @@ Printf(&#34;MY_STELLAR_DATA %g %g\n&#34;,((double)stardata-&gt;model.time),((dou
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[3]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># You can also decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># You can also decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.</span>
 <span class="n">logging_line</span> <span class="o">=</span> <span class="s1">&#39;Printf(&quot;MY_STELLAR_DATA time=</span><span class="si">%g</span><span class="s1"> mass=</span><span class="si">%g</span><span class="se">\\</span><span class="s1">n&quot;, stardata-&gt;model.time, stardata-&gt;star[0].mass)&#39;</span>
 <span class="nb">print</span><span class="p">(</span><span class="n">logging_line</span><span class="p">)</span>
 </pre></div>
@@ -452,8 +450,7 @@ Printf(&#34;MY_STELLAR_DATA time=%g mass=%g\n&#34;, stardata-&gt;model.time, sta
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[4]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Generate the entire &#39;script&#39; by wrapping the logging line</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Generate the entire &#39;script&#39; by wrapping the logging line</span>
 <span class="n">custom_logging_code</span> <span class="o">=</span> <span class="n">binary_c_log_code</span><span class="p">(</span><span class="n">logging_line</span><span class="p">)</span>
 <span class="nb">print</span><span class="p">(</span><span class="n">custom_logging_code</span><span class="p">)</span>
 </pre></div>
@@ -489,8 +486,7 @@ void binary_c_API_function custom_output_function(struct stardata_t * stardata)
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[5]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># logging statement</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># logging statement</span>
 <span class="n">logging_line</span> <span class="o">=</span> <span class="s1">&#39;Printf(&quot;MY_STELLAR_DATA time=</span><span class="si">%g</span><span class="s1"> mass=</span><span class="si">%g</span><span class="se">\\</span><span class="s1">n&quot;, stardata-&gt;model.time, stardata-&gt;star[0].mass)&#39;</span>
 
 <span class="c1"># Entire script</span>
@@ -516,14 +512,13 @@ MY_STELLAR_DATA time=2e-06 mass=2
 </pre></div></div>
 </div>
 <section id="Using-custom-logging-with-the-population-object">
-<h3>Using custom logging with the population object<a class="headerlink" href="#Using-custom-logging-with-the-population-object" title="Permalink to this headline"></a></h3>
+<h3>Using custom logging with the population object<a class="headerlink" href="#Using-custom-logging-with-the-population-object" title="Permalink to this heading"></a></h3>
 <p>Custom logging can be used for a whole population by setting the print statement (so not the entire logging script) in <code class="docutils literal notranslate"><span class="pre">C_logging_code</span></code></p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[6]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Set up population</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Set up population</span>
 <span class="n">pop</span> <span class="o">=</span> <span class="n">Population</span><span class="p">()</span>
 
 <span class="c1"># Set some BSE parameters</span>
@@ -575,14 +570,13 @@ EXAMPLE_POST_MS             1.045084306856e+02 4.99191 4.99192 9.57443 7.81395 2
 </div>
 </section>
 <section id="Using-custom-logging-when-running-directly-from-the-API">
-<h3>Using custom logging when running directly from the API<a class="headerlink" href="#Using-custom-logging-when-running-directly-from-the-API" title="Permalink to this headline"></a></h3>
+<h3>Using custom logging when running directly from the API<a class="headerlink" href="#Using-custom-logging-when-running-directly-from-the-API" title="Permalink to this heading"></a></h3>
 <p>When running a system directly with the API we need to manually load the custom logging into memory (via <code class="docutils literal notranslate"><span class="pre">create_and_load_logging_function</span></code>) and pass the memory address to the binary_c binding via <code class="docutils literal notranslate"><span class="pre">_binary_c_bindings.run_system(argstring,</span> <span class="pre">custom_logging_func_memaddr=custom_logging_memaddr)</span></code></p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[7]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># generate logging lines</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># generate logging lines</span>
 <span class="n">logging_line</span> <span class="o">=</span> <span class="n">autogen_C_logging_code</span><span class="p">(</span>
     <span class="p">{</span>
         <span class="s2">&quot;MY_STELLAR_DATA&quot;</span><span class="p">:</span> <span class="p">[</span><span class="s2">&quot;model.time&quot;</span><span class="p">,</span> <span class="s2">&quot;star[0].mass&quot;</span><span class="p">],</span>
@@ -637,17 +631,16 @@ MY_STELLAR_DATA 2e-06 15
 </section>
 </section>
 <section id="Examples-of-logging-strings">
-<h2>Examples of logging strings<a class="headerlink" href="#Examples-of-logging-strings" title="Permalink to this headline"></a></h2>
+<h2>Examples of logging strings<a class="headerlink" href="#Examples-of-logging-strings" title="Permalink to this heading"></a></h2>
 <p>Below are some examples of logging strings</p>
 <section id="Compact-object">
-<h3>Compact object<a class="headerlink" href="#Compact-object" title="Permalink to this headline"></a></h3>
+<h3>Compact object<a class="headerlink" href="#Compact-object" title="Permalink to this heading"></a></h3>
 <p>This logging will print the timestep when the star becomes a compact object. After it does, we change the maximum time to be the current time, effectively terminating the evolution</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[8]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">example_logging_string_CO</span> <span class="o">=</span> <span class="s2">&quot;&quot;&quot;</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">example_logging_string_CO</span> <span class="o">=</span> <span class="s2">&quot;&quot;&quot;</span>
 <span class="s2">if(stardata-&gt;star[0].stellar_type&gt;=NS)</span>
 <span class="s2">{</span>
 <span class="s2">    if (stardata-&gt;model.time &lt; stardata-&gt;model.max_evolution_time)</span>
@@ -693,14 +686,13 @@ EXAMPLE_LOG_CO             2.848380621869e+01 1.33469 9.1865 1.72498e-05 724.338
 </div>
 </section>
 <section id="Logging-mass-evolution-and-the-supernova">
-<h3>Logging mass evolution and the supernova<a class="headerlink" href="#Logging-mass-evolution-and-the-supernova" title="Permalink to this headline"></a></h3>
+<h3>Logging mass evolution and the supernova<a class="headerlink" href="#Logging-mass-evolution-and-the-supernova" title="Permalink to this heading"></a></h3>
 <p>This logging code prints the mass evolution and the moment the star goes supernova</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[9]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">example_logging_string_CO</span> <span class="o">=</span> <span class="s2">&quot;&quot;&quot;</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">example_logging_string_CO</span> <span class="o">=</span> <span class="s2">&quot;&quot;&quot;</span>
 <span class="s2">Printf(&quot;EXAMPLE_MASSLOSS </span><span class="si">%30.12e</span><span class="s2"> </span><span class="si">%g</span><span class="s2"> </span><span class="si">%g</span><span class="s2"> </span><span class="si">%g</span><span class="s2"> </span><span class="si">%d</span><span class="s2"> </span><span class="si">%g</span><span class="se">\\</span><span class="s2">n&quot;,</span>
 <span class="s2">    //</span>
 <span class="s2">    stardata-&gt;model.time, // 1</span>
@@ -766,8 +758,7 @@ EXAMPLE_SN             1.050651207308e+01 1.59452 9.34213 20 12 13 5 1 6.55458 4
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
 </div>
@@ -794,9 +785,9 @@ EXAMPLE_SN             1.050651207308e+01 1.59452 9.34213 20 12 13 5 1 6.55458 4
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/examples/notebook_ensembles.html b/docs/build/html/examples/notebook_ensembles.html
index 76a2cae54..78b0174ea 100644
--- a/docs/build/html/examples/notebook_ensembles.html
+++ b/docs/build/html/examples/notebook_ensembles.html
@@ -14,10 +14,11 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
-        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
+        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" /> 
@@ -283,7 +284,7 @@ div.nboutput.container div.output_area > div[class^='highlight']{
 }
 
 /* hide copybtn icon on prompts (needed for 'sphinx_copybutton') */
-.prompt a.copybtn {
+.prompt .copybtn {
     display: none;
 }
 
@@ -347,8 +348,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
 </div>
@@ -369,9 +369,9 @@ div.rendered_html tbody tr:hover {
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/examples/notebook_extra_features.html b/docs/build/html/examples/notebook_extra_features.html
index b9f9214ad..a2c13b252 100644
--- a/docs/build/html/examples/notebook_extra_features.html
+++ b/docs/build/html/examples/notebook_extra_features.html
@@ -14,10 +14,11 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
-        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
+        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -306,7 +307,7 @@ div.nboutput.container div.output_area > div[class^='highlight']{
 }
 
 /* hide copybtn icon on prompts (needed for 'sphinx_copybutton') */
-.prompt a.copybtn {
+.prompt .copybtn {
     display: none;
 }
 
@@ -367,15 +368,14 @@ div.rendered_html tbody tr:hover {
 }
 </style>
 <section id="Tutorial:-Extra-features-and-functionality-of-binary_c-python">
-<h1>Tutorial: Extra features and functionality of binary_c-python<a class="headerlink" href="#Tutorial:-Extra-features-and-functionality-of-binary_c-python" title="Permalink to this headline"></a></h1>
+<h1>Tutorial: Extra features and functionality of binary_c-python<a class="headerlink" href="#Tutorial:-Extra-features-and-functionality-of-binary_c-python" title="Permalink to this heading"></a></h1>
 <p>In this notebook we’ll go over some of the extra features and functionality that was not covered in the other notebooks.</p>
 <p>Within the module <code class="docutils literal notranslate"><span class="pre">binarycpython.utils.functions</span></code> there are many functions that can be useful when using binarycpython. We can see which functions are in there, again by using the <code class="docutils literal notranslate"><span class="pre">help()</span></code></p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[1]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">from</span> <span class="nn">binarycpython</span> <span class="kn">import</span> <span class="n">Population</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">binarycpython</span> <span class="kn">import</span> <span class="n">Population</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="kn">import</span> <span class="p">(</span>
     <span class="n">get_help</span><span class="p">,</span>
     <span class="n">get_help_all</span><span class="p">,</span>
@@ -387,7 +387,7 @@ div.rendered_html tbody tr:hover {
 </div>
 </div>
 <section id="getting-extra-information-about-binary_c-parameters">
-<h2>getting extra information about binary_c parameters<a class="headerlink" href="#getting-extra-information-about-binary_c-parameters" title="Permalink to this headline"></a></h2>
+<h2>getting extra information about binary_c parameters<a class="headerlink" href="#getting-extra-information-about-binary_c-parameters" title="Permalink to this heading"></a></h2>
 <p>There are several functions that can be used to get information about the parameters in binary_c:</p>
 <ul class="simple">
 <li><p><code class="docutils literal notranslate"><span class="pre">get_help(parameter)</span></code>: Function to get information about the specific input parameter. Prints the output on default but returns a dictionary containing the information.</p></li>
@@ -399,8 +399,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[2]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">get_help</span><span class="p">(</span><span class="s1">&#39;M_1&#39;</span><span class="p">)</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">get_help</span><span class="p">(</span><span class="s1">&#39;M_1&#39;</span><span class="p">)</span>
 </pre></div>
 </div>
 </div>
@@ -435,8 +434,7 @@ default:
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[3]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># get_help_all()</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># get_help_all()</span>
 </pre></div>
 </div>
 </div>
@@ -444,8 +442,7 @@ default:
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[4]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># get_help_super()</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># get_help_super()</span>
 </pre></div>
 </div>
 </div>
@@ -453,21 +450,19 @@ default:
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[5]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># get_defaults()</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># get_defaults()</span>
 </pre></div>
 </div>
 </div>
 </section>
 <section id="Build-information-of-binary_c">
-<h2>Build information of binary_c<a class="headerlink" href="#Build-information-of-binary_c" title="Permalink to this headline"></a></h2>
+<h2>Build information of binary_c<a class="headerlink" href="#Build-information-of-binary_c" title="Permalink to this heading"></a></h2>
 <p>It can be useful to fetch the information with which the current version of binary_c has been configured with. We can do that through the Population object, by calling the instance method <code class="docutils literal notranslate"><span class="pre">return_binary_c_version_info</span></code>. This function will parse the version info of binary_c and return a dictionary with all the settings.</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[6]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">version_info</span> <span class="o">=</span> <span class="n">Population</span><span class="p">()</span><span class="o">.</span><span class="n">return_binary_c_version_info</span><span class="p">(</span><span class="n">parsed</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">version_info</span> <span class="o">=</span> <span class="n">Population</span><span class="p">()</span><span class="o">.</span><span class="n">return_binary_c_version_info</span><span class="p">(</span><span class="n">parsed</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
 <span class="nb">print</span><span class="p">(</span><span class="n">version_info</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
 </pre></div>
 </div>
@@ -482,20 +477,19 @@ dict_keys([&#39;networks&#39;, &#39;isotopes&#39;, &#39;argpairs&#39;, &#39;ense
 </div>
 </section>
 <section id="Example-parse-function">
-<h2>Example parse function<a class="headerlink" href="#Example-parse-function" title="Permalink to this headline"></a></h2>
+<h2>Example parse function<a class="headerlink" href="#Example-parse-function" title="Permalink to this heading"></a></h2>
 <p>TODO: In the functions module there is an example parse function that can be used in conjunction with run_system.</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
 </div>
 </section>
 <section id="Dictionary-modification">
-<h2>Dictionary modification<a class="headerlink" href="#Dictionary-modification" title="Permalink to this headline"></a></h2>
+<h2>Dictionary modification<a class="headerlink" href="#Dictionary-modification" title="Permalink to this heading"></a></h2>
 <ul class="simple">
 <li><p>merge_dicts</p></li>
 <li><p>update_dicts</p></li>
@@ -524,9 +518,9 @@ dict_keys([&#39;networks&#39;, &#39;isotopes&#39;, &#39;argpairs&#39;, &#39;ense
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/examples/notebook_individual_systems.html b/docs/build/html/examples/notebook_individual_systems.html
index 642efceba..2131fceaa 100644
--- a/docs/build/html/examples/notebook_individual_systems.html
+++ b/docs/build/html/examples/notebook_individual_systems.html
@@ -14,10 +14,11 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
-        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
+        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -305,7 +306,7 @@ div.nboutput.container div.output_area > div[class^='highlight']{
 }
 
 /* hide copybtn icon on prompts (needed for 'sphinx_copybutton') */
-.prompt a.copybtn {
+.prompt .copybtn {
     display: none;
 }
 
@@ -366,11 +367,11 @@ div.rendered_html tbody tr:hover {
 }
 </style>
 <section id="Tutorial:-Running-individual-systems-with-binary_c-python">
-<h1>Tutorial: Running individual systems with binary_c-python<a class="headerlink" href="#Tutorial:-Running-individual-systems-with-binary_c-python" title="Permalink to this headline"></a></h1>
+<h1>Tutorial: Running individual systems with binary_c-python<a class="headerlink" href="#Tutorial:-Running-individual-systems-with-binary_c-python" title="Permalink to this heading"></a></h1>
 <p>This notebook will show you how to run single systems and analyze their results.</p>
 <p>It can be useful to have some functions to quickly run a single system to, for example, inspect what evolutionary steps a specific system goes through, to plot the mass loss evolution of a single system, etc.</p>
 <section id="Single-system-with-run_system_wrapper">
-<h2>Single system with run_system_wrapper<a class="headerlink" href="#Single-system-with-run_system_wrapper" title="Permalink to this headline"></a></h2>
+<h2>Single system with run_system_wrapper<a class="headerlink" href="#Single-system-with-run_system_wrapper" title="Permalink to this heading"></a></h2>
 <p>The simplest method to run a single system is to use the run_system wrapper. This function deals with setting up the argument string, makes sure all the required parameters are included and handles setting and cleaning up the custom logging functionality (see notebook_custom_logging).</p>
 <p>As arguments to this function we can add any of the parameters that binary_c itself actually knows, as well as:</p>
 <ul class="simple">
@@ -382,8 +383,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[1]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">os</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">os</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="kn">import</span> <span class="n">temp_dir</span>
 <span class="n">TMP_DIR</span> <span class="o">=</span> <span class="n">temp_dir</span><span class="p">(</span><span class="s2">&quot;notebooks&quot;</span><span class="p">,</span> <span class="s2">&quot;notebook_individual_systems&quot;</span><span class="p">)</span>
 </pre></div>
@@ -393,8 +393,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[2]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">from</span> <span class="nn">binarycpython.utils.run_system_wrapper</span> <span class="kn">import</span> <span class="n">run_system</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">binarycpython.utils.run_system_wrapper</span> <span class="kn">import</span> <span class="n">run_system</span>
 <span class="c1"># help(run_system) # Uncomment to see the docstring</span>
 </pre></div>
 </div>
@@ -403,8 +402,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[3]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">output</span> <span class="o">=</span> <span class="n">run_system</span><span class="p">(</span><span class="n">M_1</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">output</span> <span class="o">=</span> <span class="n">run_system</span><span class="p">(</span><span class="n">M_1</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
 <span class="nb">print</span><span class="p">(</span><span class="n">output</span><span class="p">)</span>
 </pre></div>
 </div>
@@ -423,8 +421,7 @@ SINGLE_STAR_LIFETIME 1 12461.1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[4]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">log_filename</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">TMP_DIR</span><span class="p">,</span> <span class="s1">&#39;test_logfile.txt&#39;</span><span class="p">)</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">log_filename</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">TMP_DIR</span><span class="p">,</span> <span class="s1">&#39;test_logfile.txt&#39;</span><span class="p">)</span>
 <span class="n">output</span> <span class="o">=</span> <span class="n">run_system</span><span class="p">(</span><span class="n">M_1</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">log_filename</span><span class="o">=</span><span class="n">log_filename</span><span class="p">,</span> <span class="n">api_log_filename_prefix</span><span class="o">=</span><span class="n">TMP_DIR</span><span class="p">)</span>
 <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">log_filename</span><span class="p">,</span> <span class="s1">&#39;r&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
     <span class="nb">print</span><span class="p">(</span><span class="n">f</span><span class="o">.</span><span class="n">read</span><span class="p">())</span>
@@ -455,8 +452,7 @@ SINGLE_STAR_LIFETIME 1 12461.1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[5]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">from</span> <span class="nn">binarycpython.utils.custom_logging_functions</span> <span class="kn">import</span> <span class="n">binary_c_log_code</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">binarycpython.utils.custom_logging_functions</span> <span class="kn">import</span> <span class="n">binary_c_log_code</span>
 
 <span class="c1"># Create the print statement</span>
 <span class="n">custom_logging_print_statement</span> <span class="o">=</span> <span class="s2">&quot;&quot;&quot;</span>
@@ -494,8 +490,7 @@ EXAMPLE_MASSLOSS             2.000000000000e-06 1 1 1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[6]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="k">def</span> <span class="nf">parse_function</span><span class="p">(</span><span class="n">output</span><span class="p">):</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">parse_function</span><span class="p">(</span><span class="n">output</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Example function to parse the output of binary_c</span>
 <span class="sd">    &quot;&quot;&quot;</span>
@@ -536,8 +531,7 @@ EXAMPLE_MASSLOSS             2.000000000000e-06 1 1 1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[7]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
 
 <span class="c1"># Load data into dataframe</span>
 <span class="n">example_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">output</span><span class="p">)</span>
@@ -573,14 +567,13 @@ EXAMPLE_MASSLOSS             2.000000000000e-06 1 1 1
 </div>
 </section>
 <section id="Single-system-via-population-object">
-<h2>Single system via population object<a class="headerlink" href="#Single-system-via-population-object" title="Permalink to this headline"></a></h2>
+<h2>Single system via population object<a class="headerlink" href="#Single-system-via-population-object" title="Permalink to this heading"></a></h2>
 <p>When setting up your population object (see notebook_population), and configuring all the parameters, it is possible to run a single system using that same configuration. It will use the parse_function if set, and running a single system is a good method to test if everything works accordingly.</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[8]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">from</span> <span class="nn">binarycpython.utils.grid</span> <span class="kn">import</span> <span class="n">Population</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">binarycpython.utils.grid</span> <span class="kn">import</span> <span class="n">Population</span>
 <span class="c1"># help(Population) # Uncomment to see the docstring</span>
 </pre></div>
 </div>
@@ -590,8 +583,7 @@ EXAMPLE_MASSLOSS             2.000000000000e-06 1 1 1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[9]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Create the population object</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Create the population object</span>
 <span class="n">example_pop</span> <span class="o">=</span> <span class="n">Population</span><span class="p">()</span>
 
 <span class="c1"># Set some parameters</span>
@@ -626,8 +618,7 @@ SINGLE_STAR_LIFETIME 10 28.4838
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[10]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">custom_logging_print_statement</span> <span class="o">=</span> <span class="s2">&quot;&quot;&quot;</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">custom_logging_print_statement</span> <span class="o">=</span> <span class="s2">&quot;&quot;&quot;</span>
 <span class="s2">Printf(&quot;EXAMPLE_MASSLOSS </span><span class="si">%30.12e</span><span class="s2"> </span><span class="si">%g</span><span class="s2"> </span><span class="si">%g</span><span class="s2"> </span><span class="si">%g</span><span class="s2"> </span><span class="si">%d</span><span class="se">\\</span><span class="s2">n&quot;,</span>
 <span class="s2">    //</span>
 <span class="s2">    stardata-&gt;model.time, // 1</span>
@@ -679,8 +670,7 @@ EXAMPLE_MASSLOSS             2.000000000000e-06 10 10 10 1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[11]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">os</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">os</span>
 <span class="kn">import</span> <span class="nn">json</span>
 <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
 
@@ -729,8 +719,7 @@ EXAMPLE_MASSLOSS             2.000000000000e-06 10 10 10 1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[12]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">example_pop</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">example_pop</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
     <span class="n">parse_function</span><span class="o">=</span><span class="n">object_parse_function</span><span class="p">,</span>
     <span class="n">output_dir</span><span class="o">=</span><span class="n">TMP_DIR</span><span class="p">,</span>
     <span class="n">api_log_filename_prefix</span><span class="o">=</span><span class="n">TMP_DIR</span>
@@ -763,7 +752,7 @@ dict_keys([&#39;time&#39;, &#39;mass&#39;, &#39;initial_mass&#39;, &#39;stellar_
 </div>
 </section>
 <section id="Single-system-via-API-functionality">
-<h2>Single system via API functionality<a class="headerlink" href="#Single-system-via-API-functionality" title="Permalink to this headline"></a></h2>
+<h2>Single system via API functionality<a class="headerlink" href="#Single-system-via-API-functionality" title="Permalink to this heading"></a></h2>
 <p>It is possible to construct your own functionality to run a single system by directly calling the API function to run a system. Under the hood all the other functions and wrappers actually use this API.</p>
 <p>There are fewer failsafes for this method, so this make sure the input is correct and binary_c knows all the arguments you pass in.</p>
 <p>for more details on this API function see <code class="docutils literal notranslate"><span class="pre">notebook_api_functions</span></code></p>
@@ -772,8 +761,7 @@ dict_keys([&#39;time&#39;, &#39;mass&#39;, &#39;initial_mass&#39;, &#39;stellar_
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[13]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># For a binary system we need to pass in these arguments</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># For a binary system we need to pass in these arguments</span>
 <span class="n">M_1</span> <span class="o">=</span> <span class="mf">15.0</span>  <span class="c1"># Msun</span>
 <span class="n">M_2</span> <span class="o">=</span> <span class="mf">14.0</span>  <span class="c1"># Msun</span>
 <span class="n">separation</span> <span class="o">=</span> <span class="mi">0</span>  <span class="c1"># 0 = ignored, use period</span>
@@ -836,9 +824,9 @@ SINGLE_STAR_LIFETIME 15 14.9927
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/examples/notebook_luminosity_function_binaries.html b/docs/build/html/examples/notebook_luminosity_function_binaries.html
index e2425a1a0..e52372bd1 100644
--- a/docs/build/html/examples/notebook_luminosity_function_binaries.html
+++ b/docs/build/html/examples/notebook_luminosity_function_binaries.html
@@ -14,10 +14,11 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
-        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
+        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -306,7 +307,7 @@ div.nboutput.container div.output_area > div[class^='highlight']{
 }
 
 /* hide copybtn icon on prompts (needed for 'sphinx_copybutton') */
-.prompt a.copybtn {
+.prompt .copybtn {
     display: none;
 }
 
@@ -367,7 +368,7 @@ div.rendered_html tbody tr:hover {
 }
 </style>
 <section id="Example-use-case:-Zero-age-stellar-luminosity-function-in-binaries">
-<h1>Example use case: Zero-age stellar luminosity function in binaries<a class="headerlink" href="#Example-use-case:-Zero-age-stellar-luminosity-function-in-binaries" title="Permalink to this headline"></a></h1>
+<h1>Example use case: Zero-age stellar luminosity function in binaries<a class="headerlink" href="#Example-use-case:-Zero-age-stellar-luminosity-function-in-binaries" title="Permalink to this heading"></a></h1>
 <p>In this notebook we compute the luminosity function of the zero-age main-sequence by running a population of binary stars using binary_c.</p>
 <p>Before you go through this notebook, you should look at notebook_luminosity_function.ipynb which is for the - conceptually more simple - single stars.</p>
 <p>We start by loading in some standard Python modules and the binary_c module.</p>
@@ -375,8 +376,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[1]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">os</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">os</span>
 <span class="kn">import</span> <span class="nn">math</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.grid</span> <span class="kn">import</span> <span class="n">Population</span>
 
@@ -385,15 +385,14 @@ div.rendered_html tbody tr:hover {
 </div>
 </div>
 <section id="Setting-up-the-Population-object">
-<h2>Setting up the Population object<a class="headerlink" href="#Setting-up-the-Population-object" title="Permalink to this headline"></a></h2>
+<h2>Setting up the Population object<a class="headerlink" href="#Setting-up-the-Population-object" title="Permalink to this heading"></a></h2>
 <p>To set up and configure the population object we need to make a new instance of the <code class="docutils literal notranslate"><span class="pre">Population</span></code> object and configure it with the <code class="docutils literal notranslate"><span class="pre">.set()</span></code> function.</p>
 <p>In our case, we only need to set the maximum evolution time to something short, because we care only about zero-age main sequence stars which have, by definition, age zero.</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[2]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Create population object</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Create population object</span>
 <span class="n">population</span> <span class="o">=</span> <span class="n">Population</span><span class="p">()</span>
 
 <span class="c1"># If you want verbosity, set this before other things</span>
@@ -424,7 +423,7 @@ verbosity is 1
 </div>
 </section>
 <section id="Adding-grid-variables">
-<h2>Adding grid variables<a class="headerlink" href="#Adding-grid-variables" title="Permalink to this headline"></a></h2>
+<h2>Adding grid variables<a class="headerlink" href="#Adding-grid-variables" title="Permalink to this heading"></a></h2>
 <p>The main purpose of the Population object is to handle the population synthesis side of running a set of stars. The main method to do this with binarycpython, as is the case with Perl binarygrid, is to use grid variables. These are loops over a predefined range of values, where a probability will be assigned to the systems based on the chosen probability distributions.</p>
 <p>Usually we use either 1 mass grid variable, or a trio of mass, mass ratio and period (other notebooks cover these examples). We can, however, also add grid sampling for e.g. eccentricity, metallicity or other parameters.</p>
 <p>To add a grid variable to the population object we use <code class="docutils literal notranslate"><span class="pre">population.add_grid_variable</span></code></p>
@@ -432,8 +431,7 @@ verbosity is 1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[3]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># help(population.add_grid_variable)</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># help(population.add_grid_variable)</span>
 </pre></div>
 </div>
 </div>
@@ -442,8 +440,7 @@ verbosity is 1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[4]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">binarycpython.utils.distribution_functions</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">binarycpython.utils.distribution_functions</span>
 <span class="c1"># help(binarycpython.utils.distribution_functions)</span>
 </pre></div>
 </div>
@@ -459,8 +456,7 @@ verbosity is 1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[5]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Set resolution and mass range that we simulate</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Set resolution and mass range that we simulate</span>
 <span class="n">resolution</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;M_1&quot;</span><span class="p">:</span> <span class="mi">40</span><span class="p">}</span> <span class="c1"># start with resolution = 10, and increase later if you want &quot;more accurate&quot; data</span>
 <span class="n">massrange</span> <span class="o">=</span> <span class="p">(</span><span class="mf">0.07</span><span class="p">,</span> <span class="mf">100.0</span><span class="p">)</span> <span class="c1"># we work with stars of mass 0.07 to 100 Msun</span>
 <span class="n">total_probability</span> <span class="o">=</span> <span class="mf">1.0</span> <span class="c1"># theoretical integral of the mass probability density function over all masses</span>
@@ -475,8 +471,7 @@ verbosity is 1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[6]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Set up the binary grid in &quot;cubic&quot; M1 - M2=q*M1 - log10 period space</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Set up the binary grid in &quot;cubic&quot; M1 - M2=q*M1 - log10 period space</span>
 
 <span class="n">population</span> <span class="o">=</span> <span class="n">Population</span><span class="p">()</span>
 
@@ -533,7 +528,7 @@ verbosity is 1
 </div>
 </section>
 <section id="Setting-logging-and-handling-the-output">
-<h2>Setting logging and handling the output<a class="headerlink" href="#Setting-logging-and-handling-the-output" title="Permalink to this headline"></a></h2>
+<h2>Setting logging and handling the output<a class="headerlink" href="#Setting-logging-and-handling-the-output" title="Permalink to this heading"></a></h2>
 <p>By default, binary_c will not output anything (except for ‘SINGLE STAR LIFETIME’). It is up to us to determine what will be printed. We can either do that by hardcoding the print statements into <code class="docutils literal notranslate"><span class="pre">binary_c</span></code> (see documentation binary_c) or we can use the custom logging functionality of binarycpython (see notebook <code class="docutils literal notranslate"><span class="pre">notebook_custom_logging.ipynb</span></code>), which is faster to set up and requires no recompilation of binary_c, but is somewhat more limited in its functionality. For our current purposes, it
 works perfectly well.</p>
 <p>After configuring what will be printed, we need to make a function to parse the output. This can be done by setting the parse_function parameter in the population object (see also notebook <code class="docutils literal notranslate"><span class="pre">notebook_individual_systems.ipynb</span></code>).</p>
@@ -542,8 +537,7 @@ works perfectly well.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[7]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Create custom logging statement</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Create custom logging statement</span>
 <span class="c1">#</span>
 <span class="c1"># we check that the model number is zero, i.e. we&#39;re on the first timestep (stars are born on the ZAMS)</span>
 <span class="c1"># we make sure that the stellar type is &lt;= MAIN_SEQUENCE, i.e. the star is a main-sequence star</span>
@@ -605,8 +599,7 @@ works perfectly well.</p>
 <span class="n">population</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
     <span class="n">C_logging_code</span><span class="o">=</span><span class="n">custom_logging_statement</span>
 <span class="p">)</span>
-
-</pre></div>
+<br/></pre></div>
 </div>
 </div>
 <p>The parse function must now catch lines that start with “ZERO_AGE_MAIN_SEQUENCE_STAR” and process the associated data.</p>
@@ -614,8 +607,7 @@ works perfectly well.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[8]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># import the bin_data function so we can construct finite-resolution probability distributions</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># import the bin_data function so we can construct finite-resolution probability distributions</span>
 <span class="c1"># import the datalinedict to make a dictionary from each line of data from binary_c</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="kn">import</span> <span class="n">bin_data</span><span class="p">,</span><span class="n">datalinedict</span>
 <span class="kn">import</span> <span class="nn">re</span>
@@ -661,7 +653,7 @@ works perfectly well.</p>
 </div>
 </section>
 <section id="Evolving-the-grid">
-<h2>Evolving the grid<a class="headerlink" href="#Evolving-the-grid" title="Permalink to this headline"></a></h2>
+<h2>Evolving the grid<a class="headerlink" href="#Evolving-the-grid" title="Permalink to this heading"></a></h2>
 <p>Now that we configured all the main parts of the population object, we can actually run the population! Doing this is straightforward: <code class="docutils literal notranslate"><span class="pre">population.evolve()</span></code></p>
 <p>This will start up the processing of all the systems. We can control how many cores are used by settings <code class="docutils literal notranslate"><span class="pre">num_cores</span></code>. By setting the <code class="docutils literal notranslate"><span class="pre">verbosity</span></code> of the population object to a higher value we can get a lot of verbose information about the run, but for now we will set it to 0.</p>
 <p>There are many grid_options that can lead to different behaviour of the evolution of the grid. Please do have a look at those: <a class="reference external" href="https://ri0005.pages.surrey.ac.uk/binary_c-python/grid_options_descriptions.html">grid options docs</a>, and try</p>
@@ -669,8 +661,7 @@ works perfectly well.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[9]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># set number of threads</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># set number of threads</span>
 <span class="n">population</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
     <span class="c1"># verbose output is not required</span>
     <span class="n">verbosity</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
@@ -1084,8 +1075,7 @@ Done population run!
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[10]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="nb">print</span><span class="p">(</span><span class="n">analytics</span><span class="p">)</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">analytics</span><span class="p">)</span>
 </pre></div>
 </div>
 </div>
@@ -1101,8 +1091,7 @@ Done population run!
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[11]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># make a plot of the luminosity distribution using Seaborn and Pandas</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># make a plot of the luminosity distribution using Seaborn and Pandas</span>
 <span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
 <span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="kn">import</span> <span class="n">pad_output_distribution</span>
@@ -1171,8 +1160,7 @@ Done population run!
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
 </div>
@@ -1198,9 +1186,9 @@ Done population run!
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/examples/notebook_luminosity_function_single.html b/docs/build/html/examples/notebook_luminosity_function_single.html
index 9ea09290e..7bcc07b38 100644
--- a/docs/build/html/examples/notebook_luminosity_function_single.html
+++ b/docs/build/html/examples/notebook_luminosity_function_single.html
@@ -14,10 +14,11 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
-        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
+        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -308,7 +309,7 @@ div.nboutput.container div.output_area > div[class^='highlight']{
 }
 
 /* hide copybtn icon on prompts (needed for 'sphinx_copybutton') */
-.prompt a.copybtn {
+.prompt .copybtn {
     display: none;
 }
 
@@ -369,15 +370,14 @@ div.rendered_html tbody tr:hover {
 }
 </style>
 <section id="Example-use-case:-Zero-age-stellar-luminosity-function">
-<h1>Example use case: Zero-age stellar luminosity function<a class="headerlink" href="#Example-use-case:-Zero-age-stellar-luminosity-function" title="Permalink to this headline"></a></h1>
+<h1>Example use case: Zero-age stellar luminosity function<a class="headerlink" href="#Example-use-case:-Zero-age-stellar-luminosity-function" title="Permalink to this heading"></a></h1>
 <p>In this notebook we compute the luminosity function of the zero-age main-sequence by running a population of single stars using binary_c.</p>
 <p>We start by loading in some standard Python modules and the binary_c module.</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[1]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">os</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">os</span>
 <span class="kn">import</span> <span class="nn">math</span>
 <span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
 
@@ -391,15 +391,14 @@ div.rendered_html tbody tr:hover {
 </div>
 </div>
 <section id="Setting-up-the-Population-object">
-<h2>Setting up the Population object<a class="headerlink" href="#Setting-up-the-Population-object" title="Permalink to this headline"></a></h2>
+<h2>Setting up the Population object<a class="headerlink" href="#Setting-up-the-Population-object" title="Permalink to this heading"></a></h2>
 <p>To set up and configure the population object we need to make a new instance of the <code class="docutils literal notranslate"><span class="pre">Population</span></code> object and configure it with the <code class="docutils literal notranslate"><span class="pre">.set()</span></code> function.</p>
 <p>In our case, we only need to set the maximum evolution time to something short, because we care only about zero-age main sequence stars which have, by definition, age zero.</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[2]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Create population object</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Create population object</span>
 <span class="n">population</span> <span class="o">=</span> <span class="n">Population</span><span class="p">()</span>
 
 <span class="c1"># If you want verbosity, set this before other things</span>
@@ -432,7 +431,7 @@ verbosity is 1
 </div>
 </section>
 <section id="Adding-grid-variables">
-<h2>Adding grid variables<a class="headerlink" href="#Adding-grid-variables" title="Permalink to this headline"></a></h2>
+<h2>Adding grid variables<a class="headerlink" href="#Adding-grid-variables" title="Permalink to this heading"></a></h2>
 <p>The main purpose of the Population object is to handle the population synthesis side of running a set of stars. The main method to do this with binarycpython, as is the case with Perl binarygrid, is to use grid variables. These are loops over a predefined range of values, where a probability will be assigned to the systems based on the chosen probability distributions.</p>
 <p>Usually we use either 1 mass grid variable, or a trio of mass, mass ratio and period (other notebooks cover these examples). We can, however, also add grid sampling for e.g. eccentricity, metallicity or other parameters.</p>
 <p>To add a grid variable to the population object we use <code class="docutils literal notranslate"><span class="pre">population.add_grid_variable</span></code></p>
@@ -440,8 +439,7 @@ verbosity is 1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[3]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># help(population.add_grid_variable)</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># help(population.add_grid_variable)</span>
 </pre></div>
 </div>
 </div>
@@ -450,8 +448,7 @@ verbosity is 1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[4]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">binarycpython.utils.distribution_functions</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">binarycpython.utils.distribution_functions</span>
 <span class="c1"># help(binarycpython.utils.distribution_functions)</span>
 </pre></div>
 </div>
@@ -467,8 +464,7 @@ verbosity is 1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[5]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Set resolution and mass range that we simulate</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Set resolution and mass range that we simulate</span>
 <span class="n">resolution</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;M_1&quot;</span><span class="p">:</span> <span class="mi">40</span><span class="p">}</span> <span class="c1"># start with resolution = 10, and increase later if you want &quot;more accurate&quot; data</span>
 <span class="n">massrange</span> <span class="o">=</span> <span class="p">(</span><span class="mf">0.07</span><span class="p">,</span> <span class="mf">100.0</span><span class="p">)</span> <span class="c1"># we work with stars of mass 0.07 to 100 Msun</span>
 <span class="n">total_probability</span> <span class="o">=</span> <span class="mf">1.0</span> <span class="c1"># theoretical integral of the mass probability density function over all masses</span>
@@ -483,8 +479,7 @@ verbosity is 1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[6]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Mass</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Mass</span>
 <span class="n">population</span> <span class="o">=</span> <span class="n">Population</span><span class="p">()</span>
 <span class="n">population</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
     <span class="n">tmp_dir</span><span class="o">=</span><span class="n">TMP_DIR</span><span class="p">,</span>
@@ -521,7 +516,7 @@ verbosity is 1
 </div>
 </section>
 <section id="Setting-logging-and-handling-the-output">
-<h2>Setting logging and handling the output<a class="headerlink" href="#Setting-logging-and-handling-the-output" title="Permalink to this headline"></a></h2>
+<h2>Setting logging and handling the output<a class="headerlink" href="#Setting-logging-and-handling-the-output" title="Permalink to this heading"></a></h2>
 <p>By default, binary_c will not output anything (except for ‘SINGLE STAR LIFETIME’). It is up to us to determine what will be printed. We can either do that by hardcoding the print statements into <code class="docutils literal notranslate"><span class="pre">binary_c</span></code> (see documentation binary_c) or we can use the custom logging functionality of binarycpython (see notebook <code class="docutils literal notranslate"><span class="pre">notebook_custom_logging.ipynb</span></code>), which is faster to set up and requires no recompilation of binary_c, but is somewhat more limited in its functionality. For our current purposes, it
 works perfectly well.</p>
 <p>After configuring what will be printed, we need to make a function to parse the output. This can be done by setting the parse_function parameter in the population object (see also notebook <code class="docutils literal notranslate"><span class="pre">notebook_individual_systems.ipynb</span></code>).</p>
@@ -530,8 +525,7 @@ works perfectly well.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Create custom logging statement</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Create custom logging statement</span>
 <span class="c1">#</span>
 <span class="c1"># we check that the model number is zero, i.e. we&#39;re on the first timestep (stars are born on the ZAMS)</span>
 <span class="c1"># we make sure that the stellar type is &lt;= MAIN_SEQUENCE, i.e. the star is a main-sequence star</span>
@@ -558,8 +552,7 @@ works perfectly well.</p>
 <span class="n">population</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
     <span class="n">C_logging_code</span><span class="o">=</span><span class="n">custom_logging_statement</span>
 <span class="p">)</span>
-
-</pre></div>
+<br/></pre></div>
 </div>
 </div>
 <p>The parse function must now catch lines that start with “ZERO_AGE_MAIN_SEQUENCE_STAR” and process the associated data.</p>
@@ -567,8 +560,7 @@ works perfectly well.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># import the bin_data function so we can construct finite-resolution probability distributions</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># import the bin_data function so we can construct finite-resolution probability distributions</span>
 <span class="c1"># import the datalinedict to make a dictionary from each line of data from binary_c</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="kn">import</span> <span class="n">bin_data</span><span class="p">,</span><span class="n">datalinedict</span>
 
@@ -609,7 +601,7 @@ works perfectly well.</p>
 </div>
 </section>
 <section id="Evolving-the-grid">
-<h2>Evolving the grid<a class="headerlink" href="#Evolving-the-grid" title="Permalink to this headline"></a></h2>
+<h2>Evolving the grid<a class="headerlink" href="#Evolving-the-grid" title="Permalink to this heading"></a></h2>
 <p>Now that we configured all the main parts of the population object, we can actually run the population! Doing this is straightforward: <code class="docutils literal notranslate"><span class="pre">population.evolve()</span></code></p>
 <p>This will start up the processing of all the systems. We can control how many cores are used by settings <code class="docutils literal notranslate"><span class="pre">num_cores</span></code>. By setting the <code class="docutils literal notranslate"><span class="pre">verbosity</span></code> of the population object to a higher value we can get a lot of verbose information about the run, but for now we will set it to 0.</p>
 <p>There are many grid_options that can lead to different behaviour of the evolution of the grid. Please do have a look at those: <a class="reference external" href="https://ri0005.pages.surrey.ac.uk/binary_c-python/grid_options_descriptions.html">grid options docs</a>, and try</p>
@@ -617,8 +609,7 @@ works perfectly well.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># set number of threads</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># set number of threads</span>
 <span class="n">population</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
     <span class="c1"># verbose output is not required</span>
     <span class="n">verbosity</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
@@ -639,8 +630,7 @@ works perfectly well.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="nb">print</span><span class="p">(</span><span class="n">analytics</span><span class="p">)</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">analytics</span><span class="p">)</span>
 </pre></div>
 </div>
 </div>
@@ -648,8 +638,7 @@ works perfectly well.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># make a plot of the luminosity distribution using Seaborn and Pandas</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># make a plot of the luminosity distribution using Seaborn and Pandas</span>
 <span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
 <span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="kn">import</span> <span class="n">pad_output_distribution</span>
@@ -682,14 +671,13 @@ works perfectly well.</p>
 <p>Does this look like a reasonable stellar luminosity function to you? The implication is that the most likely stellar luminosity is 105.8 L☉! Clearly, this is not very realistic… let’s see what went wrong.</p>
 </section>
 <section id="ZAMS-Luminosity-distribution-with-the-initial-mass-function">
-<h2>ZAMS Luminosity distribution with the initial mass function<a class="headerlink" href="#ZAMS-Luminosity-distribution-with-the-initial-mass-function" title="Permalink to this headline"></a></h2>
+<h2>ZAMS Luminosity distribution with the initial mass function<a class="headerlink" href="#ZAMS-Luminosity-distribution-with-the-initial-mass-function" title="Permalink to this heading"></a></h2>
 <p>In the previous example, all the stars in our grid had an equal weighting. This is very unlikely to be true in reality: indeed, we know that low mass stars are far more likely than high mass stars. So we now include an initial mass function as a three-part power law based on Kroupa (2001). Kroupa’s distribution is a three-part power law: we have a function that does this for us (it’s very common to use power laws in astrophysics).</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Update the probability distribution to use the three-part power law IMF</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Update the probability distribution to use the three-part power law IMF</span>
 <span class="n">population</span><span class="o">.</span><span class="n">update_grid_variable</span><span class="p">(</span>
     <span class="n">name</span><span class="o">=</span><span class="s2">&quot;M_1&quot;</span><span class="p">,</span>
     <span class="n">probdist</span><span class="o">=</span><span class="s2">&quot;three_part_powerlaw(M_1, 0.1, 0.5, 1.0, 150, -1.3, -2.3, -2.3)&quot;</span><span class="p">,</span>
@@ -701,8 +689,7 @@ works perfectly well.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Clean and re-evolve the population</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Clean and re-evolve the population</span>
 <span class="n">population</span><span class="o">.</span><span class="n">clean</span><span class="p">()</span>
 <span class="n">analytics</span> <span class="o">=</span> <span class="n">population</span><span class="o">.</span><span class="n">evolve</span><span class="p">()</span>
 
@@ -715,8 +702,7 @@ works perfectly well.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># plot luminosity distribution</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># plot luminosity distribution</span>
 <span class="n">ldist</span> <span class="o">=</span> <span class="n">population</span><span class="o">.</span><span class="n">grid_results</span><span class="p">[</span><span class="s1">&#39;luminosity distribution&#39;</span><span class="p">]</span>
 
 <span class="c1"># pad the distribution with zeros where data is missing</span>
@@ -739,15 +725,14 @@ works perfectly well.</p>
 <p>We could simply increase the resolution to compensate, but this is very CPU intensive and a complete waste of time and resources. Instead, let’s try sampling the masses of the stars in a smarter way.</p>
 </section>
 <section id="A-better-sampled-grid">
-<h2>A better-sampled grid<a class="headerlink" href="#A-better-sampled-grid" title="Permalink to this headline"></a></h2>
+<h2>A better-sampled grid<a class="headerlink" href="#A-better-sampled-grid" title="Permalink to this heading"></a></h2>
 <p>The IMF has many more low-mass stars than high-mass stars. So, instead of sampling M1 linearly, we can sample it in log space.</p>
 <p>To do this we first rename the mass grid variable so that it is clear we are working in (natural) logarithmic phase space.</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Rename the old variable (M_1) because we want it to be called lnM_1 now</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Rename the old variable (M_1) because we want it to be called lnM_1 now</span>
 <span class="n">population</span><span class="o">.</span><span class="n">rename_grid_variable</span><span class="p">(</span><span class="s2">&quot;M_1&quot;</span><span class="p">,</span><span class="s2">&quot;lnM_1&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
@@ -757,8 +742,7 @@ works perfectly well.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># update the sampling, note that the IMF is dprob/dM1, and the phase</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># update the sampling, note that the IMF is dprob/dM1, and the phase</span>
 <span class="c1"># space is now sampled in lnM1, so we multiply by M_1 to</span>
 <span class="c1"># because  M * dprob/dM = dprob/dlnM</span>
 <span class="n">population</span><span class="o">.</span><span class="n">update_grid_variable</span><span class="p">(</span>
@@ -777,8 +761,7 @@ works perfectly well.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Clean and re-evolve the population</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Clean and re-evolve the population</span>
 <span class="n">population</span><span class="o">.</span><span class="n">clean</span><span class="p">()</span>
 <span class="n">analytics</span> <span class="o">=</span> <span class="n">population</span><span class="o">.</span><span class="n">evolve</span><span class="p">()</span>
 
@@ -792,8 +775,7 @@ works perfectly well.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># plot luminosity distribution</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># plot luminosity distribution</span>
 <span class="n">ldist</span> <span class="o">=</span> <span class="n">population</span><span class="o">.</span><span class="n">grid_results</span><span class="p">[</span><span class="s1">&#39;luminosity distribution&#39;</span><span class="p">]</span>
 
 <span class="c1"># pad the distribution with zeros where data is missing</span>
@@ -828,8 +810,7 @@ works perfectly well.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
 </div>
@@ -855,9 +836,9 @@ works perfectly well.</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/examples/notebook_massive_remnants.html b/docs/build/html/examples/notebook_massive_remnants.html
index be30de976..362517d94 100644
--- a/docs/build/html/examples/notebook_massive_remnants.html
+++ b/docs/build/html/examples/notebook_massive_remnants.html
@@ -14,10 +14,11 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
-        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
+        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -308,7 +309,7 @@ div.nboutput.container div.output_area > div[class^='highlight']{
 }
 
 /* hide copybtn icon on prompts (needed for 'sphinx_copybutton') */
-.prompt a.copybtn {
+.prompt .copybtn {
     display: none;
 }
 
@@ -369,15 +370,14 @@ div.rendered_html tbody tr:hover {
 }
 </style>
 <section id="Example-use-case:-Massive-star-luminosity">
-<h1>Example use case: Massive star luminosity<a class="headerlink" href="#Example-use-case:-Massive-star-luminosity" title="Permalink to this headline"></a></h1>
+<h1>Example use case: Massive star luminosity<a class="headerlink" href="#Example-use-case:-Massive-star-luminosity" title="Permalink to this heading"></a></h1>
 <p>In this notebook we compute the luminosity function of the zero-age main-sequence by running a population of single stars using binary_c.</p>
 <p>We start by loading in some standard Python modules and the binary_c module.</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[1]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">os</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">os</span>
 <span class="kn">import</span> <span class="nn">math</span>
 <span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
 
@@ -391,15 +391,14 @@ div.rendered_html tbody tr:hover {
 </div>
 </div>
 <section id="Setting-up-the-Population-object">
-<h2>Setting up the Population object<a class="headerlink" href="#Setting-up-the-Population-object" title="Permalink to this headline"></a></h2>
+<h2>Setting up the Population object<a class="headerlink" href="#Setting-up-the-Population-object" title="Permalink to this heading"></a></h2>
 <p>To set up and configure the population object we need to make a new instance of the <code class="docutils literal notranslate"><span class="pre">Population</span></code> object and configure it with the <code class="docutils literal notranslate"><span class="pre">.set()</span></code> function.</p>
 <p>In our case, we only need to set the maximum evolution time to something short, because we care only about zero-age main sequence stars which have, by definition, age zero.</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[2]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Create population object</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Create population object</span>
 <span class="n">population</span> <span class="o">=</span> <span class="n">Population</span><span class="p">()</span>
 
 <span class="c1"># If you want verbosity, set this before other things</span>
@@ -432,7 +431,7 @@ verbosity is 1
 </div>
 </section>
 <section id="Adding-grid-variables">
-<h2>Adding grid variables<a class="headerlink" href="#Adding-grid-variables" title="Permalink to this headline"></a></h2>
+<h2>Adding grid variables<a class="headerlink" href="#Adding-grid-variables" title="Permalink to this heading"></a></h2>
 <p>The main purpose of the Population object is to handle the population synthesis side of running a set of stars. The main method to do this with binarycpython, as is the case with Perl binarygrid, is to use grid variables. These are loops over a predefined range of values, where a probability will be assigned to the systems based on the chosen probability distributions.</p>
 <p>Usually we use either 1 mass grid variable, or a trio of mass, mass ratio and period (other notebooks cover these examples). We can, however, also add grid sampling for e.g. eccentricity, metallicity or other parameters.</p>
 <p>To add a grid variable to the population object we use <code class="docutils literal notranslate"><span class="pre">population.add_grid_variable</span></code></p>
@@ -440,8 +439,7 @@ verbosity is 1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[3]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># help(population.add_grid_variable)</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># help(population.add_grid_variable)</span>
 </pre></div>
 </div>
 </div>
@@ -450,8 +448,7 @@ verbosity is 1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[4]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">binarycpython.utils.distribution_functions</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">binarycpython.utils.distribution_functions</span>
 <span class="c1"># help(binarycpython.utils.distribution_functions)</span>
 </pre></div>
 </div>
@@ -467,8 +464,7 @@ verbosity is 1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[5]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Set resolution and mass range that we simulate</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Set resolution and mass range that we simulate</span>
 <span class="n">resolution</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;M_1&quot;</span><span class="p">:</span> <span class="mi">40</span><span class="p">}</span> <span class="c1"># start with resolution = 10, and increase later if you want &quot;more accurate&quot; data</span>
 <span class="n">massrange</span> <span class="o">=</span> <span class="p">(</span><span class="mf">0.07</span><span class="p">,</span> <span class="mf">100.0</span><span class="p">)</span> <span class="c1"># we work with stars of mass 0.07 to 100 Msun</span>
 <span class="n">total_probability</span> <span class="o">=</span> <span class="mf">1.0</span> <span class="c1"># theoretical integral of the mass probability density function over all masses</span>
@@ -483,8 +479,7 @@ verbosity is 1
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[6]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Mass</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Mass</span>
 <span class="n">population</span> <span class="o">=</span> <span class="n">Population</span><span class="p">()</span>
 <span class="n">population</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
     <span class="n">tmp_dir</span><span class="o">=</span><span class="n">TMP_DIR</span><span class="p">,</span>
@@ -504,7 +499,7 @@ verbosity is 1
 </div>
 </section>
 <section id="Setting-logging-and-handling-the-output">
-<h2>Setting logging and handling the output<a class="headerlink" href="#Setting-logging-and-handling-the-output" title="Permalink to this headline"></a></h2>
+<h2>Setting logging and handling the output<a class="headerlink" href="#Setting-logging-and-handling-the-output" title="Permalink to this heading"></a></h2>
 <p>By default, binary_c will not output anything (except for ‘SINGLE STAR LIFETIME’). It is up to us to determine what will be printed. We can either do that by hardcoding the print statements into <code class="docutils literal notranslate"><span class="pre">binary_c</span></code> (see documentation binary_c) or we can use the custom logging functionality of binarycpython (see notebook <code class="docutils literal notranslate"><span class="pre">notebook_custom_logging.ipynb</span></code>), which is faster to set up and requires no recompilation of binary_c, but is somewhat more limited in its functionality. For our current purposes, it
 works perfectly well.</p>
 <p>After configuring what will be printed, we need to make a function to parse the output. This can be done by setting the parse_function parameter in the population object (see also notebook <code class="docutils literal notranslate"><span class="pre">notebook_individual_systems.ipynb</span></code>).</p>
@@ -513,8 +508,7 @@ works perfectly well.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[7]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Create custom logging statement</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Create custom logging statement</span>
 <span class="c1">#</span>
 <span class="c1"># we check that the model number is zero, i.e. we&#39;re on the first timestep (stars are born on the ZAMS)</span>
 <span class="c1"># we make sure that the stellar type is &lt;= MAIN_SEQUENCE, i.e. the star is a main-sequence star</span>
@@ -541,8 +535,7 @@ works perfectly well.</p>
 <span class="n">population</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
     <span class="n">C_logging_code</span><span class="o">=</span><span class="n">custom_logging_statement</span>
 <span class="p">)</span>
-
-</pre></div>
+<br/></pre></div>
 </div>
 </div>
 <p>The parse function must now catch lines that start with “ZERO_AGE_MAIN_SEQUENCE_STAR” and process the associated data.</p>
@@ -550,8 +543,7 @@ works perfectly well.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[8]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># import the bin_data function so we can construct finite-resolution probability distributions</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># import the bin_data function so we can construct finite-resolution probability distributions</span>
 <span class="c1"># import the datalinedict to make a dictionary from each line of data from binary_c</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="kn">import</span> <span class="n">bin_data</span><span class="p">,</span><span class="n">datalinedict</span>
 
@@ -592,7 +584,7 @@ works perfectly well.</p>
 </div>
 </section>
 <section id="Evolving-the-grid">
-<h2>Evolving the grid<a class="headerlink" href="#Evolving-the-grid" title="Permalink to this headline"></a></h2>
+<h2>Evolving the grid<a class="headerlink" href="#Evolving-the-grid" title="Permalink to this heading"></a></h2>
 <p>Now that we configured all the main parts of the population object, we can actually run the population! Doing this is straightforward: <code class="docutils literal notranslate"><span class="pre">population.evolve()</span></code></p>
 <p>This will start up the processing of all the systems. We can control how many cores are used by settings <code class="docutils literal notranslate"><span class="pre">num_cores</span></code>. By setting the <code class="docutils literal notranslate"><span class="pre">verbosity</span></code> of the population object to a higher value we can get a lot of verbose information about the run, but for now we will set it to 0.</p>
 <p>There are many grid_options that can lead to different behaviour of the evolution of the grid. Please do have a look at those: <a class="reference external" href="https://ri0005.pages.surrey.ac.uk/binary_c-python/grid_options_descriptions.html">grid options docs</a>, and try</p>
@@ -600,8 +592,7 @@ works perfectly well.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[9]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># set number of threads</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># set number of threads</span>
 <span class="n">population</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
     <span class="c1"># verbose output is not required</span>
     <span class="n">verbosity</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
@@ -647,8 +638,7 @@ There were no errors found in this run.
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[10]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="nb">print</span><span class="p">(</span><span class="n">analytics</span><span class="p">)</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">analytics</span><span class="p">)</span>
 </pre></div>
 </div>
 </div>
@@ -664,8 +654,7 @@ There were no errors found in this run.
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[11]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># make a plot of the luminosity distribution using Seaborn and Pandas</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># make a plot of the luminosity distribution using Seaborn and Pandas</span>
 <span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
 <span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="kn">import</span> <span class="n">pad_output_distribution</span>
@@ -714,14 +703,13 @@ There were no errors found in this run.
 <p>Does this look like a reasonable stellar luminosity function to you? The implication is that the most likely stellar luminosity is 105.8 L☉! Clearly, this is not very realistic… let’s see what went wrong.</p>
 </section>
 <section id="ZAMS-Luminosity-distribution-with-the-initial-mass-function">
-<h2>ZAMS Luminosity distribution with the initial mass function<a class="headerlink" href="#ZAMS-Luminosity-distribution-with-the-initial-mass-function" title="Permalink to this headline"></a></h2>
+<h2>ZAMS Luminosity distribution with the initial mass function<a class="headerlink" href="#ZAMS-Luminosity-distribution-with-the-initial-mass-function" title="Permalink to this heading"></a></h2>
 <p>In the previous example, all the stars in our grid had an equal weighting. This is very unlikely to be true in reality: indeed, we know that low mass stars are far more likely than high mass stars. So we now include an initial mass function as a three-part power law based on Kroupa (2001). Kroupa’s distribution is a three-part power law: we have a function that does this for us (it’s very common to use power laws in astrophysics).</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[12]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Update the probability distribution to use the three-part power law IMF</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Update the probability distribution to use the three-part power law IMF</span>
 <span class="n">population</span><span class="o">.</span><span class="n">update_grid_variable</span><span class="p">(</span>
     <span class="n">name</span><span class="o">=</span><span class="s2">&quot;M_1&quot;</span><span class="p">,</span>
     <span class="n">probdist</span><span class="o">=</span><span class="s2">&quot;three_part_powerlaw(M_1, 0.1, 0.5, 1.0, 150, -1.3, -2.3, -2.3)&quot;</span><span class="p">,</span>
@@ -733,8 +721,7 @@ There were no errors found in this run.
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[13]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Clean and re-evolve the population</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Clean and re-evolve the population</span>
 <span class="n">population</span><span class="o">.</span><span class="n">clean</span><span class="p">()</span>
 <span class="n">analytics</span> <span class="o">=</span> <span class="n">population</span><span class="o">.</span><span class="n">evolve</span><span class="p">()</span>
 
@@ -772,8 +759,7 @@ There were no errors found in this run.
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[14]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># plot luminosity distribution</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># plot luminosity distribution</span>
 <span class="n">ldist</span> <span class="o">=</span> <span class="n">population</span><span class="o">.</span><span class="n">grid_results</span><span class="p">[</span><span class="s1">&#39;luminosity distribution&#39;</span><span class="p">]</span>
 
 <span class="c1"># pad the distribution with zeros where data is missing</span>
@@ -812,15 +798,14 @@ There were no errors found in this run.
 <p>We could simply increase the resolution to compensate, but this is very CPU intensive and a complete waste of time and resources. Instead, let’s try sampling the masses of the stars in a smarter way.</p>
 </section>
 <section id="A-better-sampled-grid">
-<h2>A better-sampled grid<a class="headerlink" href="#A-better-sampled-grid" title="Permalink to this headline"></a></h2>
+<h2>A better-sampled grid<a class="headerlink" href="#A-better-sampled-grid" title="Permalink to this heading"></a></h2>
 <p>The IMF has many more low-mass stars than high-mass stars. So, instead of sampling M1 linearly, we can sample it in log space.</p>
 <p>To do this we first rename the mass grid variable so that it is clear we are working in (natural) logarithmic phase space.</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[15]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Rename the old variable (M_1) because we want it to be called lnM_1 now</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Rename the old variable (M_1) because we want it to be called lnM_1 now</span>
 <span class="n">population</span><span class="o">.</span><span class="n">rename_grid_variable</span><span class="p">(</span><span class="s2">&quot;M_1&quot;</span><span class="p">,</span><span class="s2">&quot;lnM_1&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
@@ -830,8 +815,7 @@ There were no errors found in this run.
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[16]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># update the sampling, note that the IMF is dprob/dM1, and the phase</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># update the sampling, note that the IMF is dprob/dM1, and the phase</span>
 <span class="c1"># space is now sampled in lnM1, so we multiply by M_1 to</span>
 <span class="c1"># because  M * dprob/dM = dprob/dlnM</span>
 <span class="n">population</span><span class="o">.</span><span class="n">update_grid_variable</span><span class="p">(</span>
@@ -850,8 +834,7 @@ There were no errors found in this run.
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[17]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Clean and re-evolve the population</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Clean and re-evolve the population</span>
 <span class="n">population</span><span class="o">.</span><span class="n">clean</span><span class="p">()</span>
 <span class="n">analytics</span> <span class="o">=</span> <span class="n">population</span><span class="o">.</span><span class="n">evolve</span><span class="p">()</span>
 
@@ -890,8 +873,7 @@ There were no errors found in this run.
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[18]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># plot luminosity distribution</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># plot luminosity distribution</span>
 <span class="n">ldist</span> <span class="o">=</span> <span class="n">population</span><span class="o">.</span><span class="n">grid_results</span><span class="p">[</span><span class="s1">&#39;luminosity distribution&#39;</span><span class="p">]</span>
 
 <span class="c1"># pad the distribution with zeros where data is missing</span>
@@ -933,8 +915,7 @@ There were no errors found in this run.
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
 </div>
@@ -960,9 +941,9 @@ There were no errors found in this run.
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/examples/notebook_population.html b/docs/build/html/examples/notebook_population.html
index edb81b7a6..e80d93be6 100644
--- a/docs/build/html/examples/notebook_population.html
+++ b/docs/build/html/examples/notebook_population.html
@@ -14,10 +14,11 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
-        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
+        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -312,7 +313,7 @@ div.nboutput.container div.output_area > div[class^='highlight']{
 }
 
 /* hide copybtn icon on prompts (needed for 'sphinx_copybutton') */
-.prompt a.copybtn {
+.prompt .copybtn {
     display: none;
 }
 
@@ -373,7 +374,7 @@ div.rendered_html tbody tr:hover {
 }
 </style>
 <section id="Tutorial:-Running-populations-with-binary_c-python">
-<h1>Tutorial: Running populations with binary_c-python<a class="headerlink" href="#Tutorial:-Running-populations-with-binary_c-python" title="Permalink to this headline"></a></h1>
+<h1>Tutorial: Running populations with binary_c-python<a class="headerlink" href="#Tutorial:-Running-populations-with-binary_c-python" title="Permalink to this heading"></a></h1>
 <p>This notebook will show you how to evolve a population of stars</p>
 <p>Much of the code in the binarycpython package is written to evolve a population of stars through the Population object, rather than running a single system. Let’s go through the functionality of this object step by step and set up some example populations.</p>
 <p>At the bottom of this notebook there are some complete example scripts</p>
@@ -381,8 +382,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[1]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">os</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">os</span>
 
 <span class="kn">from</span> <span class="nn">binarycpython.utils.custom_logging_functions</span> <span class="kn">import</span> <span class="n">temp_dir</span>
 <span class="kn">from</span> <span class="nn">binarycpython</span> <span class="kn">import</span> <span class="n">Population</span>
@@ -394,7 +394,7 @@ div.rendered_html tbody tr:hover {
 </div>
 </div>
 <section id="Setting-up-the-Population-object">
-<h2>Setting up the Population object<a class="headerlink" href="#Setting-up-the-Population-object" title="Permalink to this headline"></a></h2>
+<h2>Setting up the Population object<a class="headerlink" href="#Setting-up-the-Population-object" title="Permalink to this heading"></a></h2>
 <p>To set up and configure the population object we need to make an object instance of the <code class="docutils literal notranslate"><span class="pre">Population</span></code> object, and add configuration via the <code class="docutils literal notranslate"><span class="pre">.set()</span></code> function.</p>
 <p>There are three categories of options that the Population object can set: - BSE options: these options will be used for the binary_c calls, and are recognized by comparing the arguments to a known list of available arguments of binary_c. To see which options are available, see section <code class="docutils literal notranslate"><span class="pre">`binary_c</span> <span class="pre">parameters</span></code> in the documentation &lt;<a class="reference external" href="https://ri0005.pages.surrey.ac.uk/binary_c-python/binary_c_parameters.html">https://ri0005.pages.surrey.ac.uk/binary_c-python/binary_c_parameters.html</a>&gt;`__. You can access these through <code class="docutils literal notranslate"><span class="pre">population.bse_options['&lt;bse</span> <span class="pre">option</span> <span class="pre">name&gt;']</span></code> after you
 have set them.</p>
@@ -406,8 +406,7 @@ have set them.</p>
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[2]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Create population object</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Create population object</span>
 <span class="n">example_pop</span> <span class="o">=</span> <span class="n">Population</span><span class="p">()</span>
 
 <span class="c1"># If you want verbosity, set this before other things</span>
@@ -470,8 +469,7 @@ example_pop.dat
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[3]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">example_pop</span><span class="o">.</span><span class="n">export_all_info</span><span class="p">()</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">example_pop</span><span class="o">.</span><span class="n">export_all_info</span><span class="p">()</span>
 </pre></div>
 </div>
 </div>
@@ -498,7 +496,7 @@ ok ret
 </div>
 </section>
 <section id="Adding-grid-variables">
-<h2>Adding grid variables<a class="headerlink" href="#Adding-grid-variables" title="Permalink to this headline"></a></h2>
+<h2>Adding grid variables<a class="headerlink" href="#Adding-grid-variables" title="Permalink to this heading"></a></h2>
 <p>The main purpose of the Population object is to handle the population synthesis side of running a set of stars. The main method to do this with binarycpython, as is the case with Perl binarygrid, is to use grid variables. These are loops over a predefined range of values, where a probability will be assigned to the systems based on the chosen probability distributions.</p>
 <p>Usually we use either 1 mass grid variable, or a trio of mass, mass ratio and period (See below for full examples of all of these). We can, however, also add grid sampling for e.g. eccentricity, metallicity or other parameters.</p>
 <p>In some cases it could be easier to set up a for loop that sets that parameter and calls the evolve function several times, e.g. when you want to vary a prescription (usually a discrete, unweighted parameter)</p>
@@ -508,8 +506,7 @@ ok ret
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[4]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">help</span><span class="p">(</span><span class="n">example_pop</span><span class="o">.</span><span class="n">add_grid_variable</span><span class="p">)</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">help</span><span class="p">(</span><span class="n">example_pop</span><span class="o">.</span><span class="n">add_grid_variable</span><span class="p">)</span>
 </pre></div>
 </div>
 </div>
@@ -628,8 +625,7 @@ add_grid_variable(name: str, parameter_name: str, longname: str, valuerange: Uni
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[5]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># import binarycpython.utils.distribution_functions</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># import binarycpython.utils.distribution_functions</span>
 <span class="c1"># help(binarycpython.utils.distribution_functions)</span>
 </pre></div>
 </div>
@@ -639,8 +635,7 @@ add_grid_variable(name: str, parameter_name: str, longname: str, valuerange: Uni
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[6]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Add grid variables</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Add grid variables</span>
 <span class="n">resolution</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;M_1&quot;</span><span class="p">:</span> <span class="mi">20</span><span class="p">}</span>
 
 <span class="c1"># Mass</span>
@@ -683,13 +678,12 @@ add_grid_variable(name: str, parameter_name: str, longname: str, valuerange: Uni
 <span class="c1">#    parameter_name=&quot;orbital_period&quot;,</span>
 <span class="c1">#    dphasevol=&quot;dlog10per&quot;,</span>
 <span class="c1"># )</span>
-
-</pre></div>
+<br/></pre></div>
 </div>
 </div>
 </section>
 <section id="Setting-logging-and-handling-the-output">
-<h2>Setting logging and handling the output<a class="headerlink" href="#Setting-logging-and-handling-the-output" title="Permalink to this headline"></a></h2>
+<h2>Setting logging and handling the output<a class="headerlink" href="#Setting-logging-and-handling-the-output" title="Permalink to this heading"></a></h2>
 <p>On default, binary_c will not output anything (except for ‘SINGLE STAR LIFETIME’). It is up to us to determine what will be printed. We can either do that by hardcoding the print statements into <code class="docutils literal notranslate"><span class="pre">binary_c</span></code> (see documentation binary_c). Or, we can use the custom logging functionality of binarycpython (see notebook <code class="docutils literal notranslate"><span class="pre">notebook_custom_logging.ipynb</span></code>), which is faster to set up and requires no recompilation of binary_c, but is somewhat more limited in its functionality.</p>
 <p>After configuring what will be printed, we need to make a function to parse the output. This can be done by setting the parse_function parameter in the population object (see also notebook <code class="docutils literal notranslate"><span class="pre">notebook_individual_systems.ipynb</span></code>).</p>
 <p>In the code below we will set up both the custom logging, and a parse function to handle that output</p>
@@ -697,8 +691,7 @@ add_grid_variable(name: str, parameter_name: str, longname: str, valuerange: Uni
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[7]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># Create custom logging statement: in this case we will log when the star turns into a compact object, and then terminate the evolution.</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Create custom logging statement: in this case we will log when the star turns into a compact object, and then terminate the evolution.</span>
 <span class="n">custom_logging_code</span> <span class="o">=</span> <span class="s2">&quot;&quot;&quot;</span>
 <span class="s2">if(stardata-&gt;star[0].stellar_type &gt;= 13)</span>
 <span class="s2">{</span>
@@ -754,8 +747,7 @@ if(stardata-&gt;star[0].stellar_type &gt;= 13)
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[8]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="k">def</span> <span class="nf">parse_function</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">output</span><span class="p">):</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">parse_function</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">output</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Example parse function</span>
 <span class="sd">    &quot;&quot;&quot;</span>
@@ -811,7 +803,7 @@ adding: parse_function=&lt;function parse_function at 0x7f2b6ca163a0&gt; to grid
 </div>
 </section>
 <section id="Evolving-the-grid">
-<h2>Evolving the grid<a class="headerlink" href="#Evolving-the-grid" title="Permalink to this headline"></a></h2>
+<h2>Evolving the grid<a class="headerlink" href="#Evolving-the-grid" title="Permalink to this heading"></a></h2>
 <p>Now that we configured all the main parts of the population object, we can actually run the population! Doing this is straightforward: <code class="docutils literal notranslate"><span class="pre">example_pop.evolve()</span></code></p>
 <p>This will start up the processing of all the systems. We can control how many cores are used by settings <code class="docutils literal notranslate"><span class="pre">num_cores</span></code>. By setting the <code class="docutils literal notranslate"><span class="pre">verbosity</span></code> of the population object to a higher value we can get a lot of verbose information about the run, but for now we will set it to 0.</p>
 <p>There are many grid_options that can lead to different behaviour of the evolution of the grid. Please do have a look at those: <a class="reference external" href="https://ri0005.pages.surrey.ac.uk/binary_c-python/grid_options_descriptions.html">grid options docs</a>, and try</p>
@@ -819,8 +811,7 @@ adding: parse_function=&lt;function parse_function at 0x7f2b6ca163a0&gt; to grid
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[9]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># change verbosity</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># change verbosity</span>
 <span class="n">example_pop</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">verbosity</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
 
 <span class="c1">## Executing a population</span>
@@ -877,8 +868,7 @@ Added analytics to metadata
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[10]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="nb">print</span><span class="p">(</span><span class="n">analytics</span><span class="p">)</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">analytics</span><span class="p">)</span>
 </pre></div>
 </div>
 </div>
@@ -892,14 +882,13 @@ Added analytics to metadata
 </div>
 </section>
 <section id="Noteworthy-functionality">
-<h2>Noteworthy functionality<a class="headerlink" href="#Noteworthy-functionality" title="Permalink to this headline"></a></h2>
+<h2>Noteworthy functionality<a class="headerlink" href="#Noteworthy-functionality" title="Permalink to this heading"></a></h2>
 <p>Some extra features that are available from via the population object are: - write_binary_c_calls_to_file: Function to write the calls that would be passed to binary_c to a file</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[11]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">help</span><span class="p">(</span><span class="n">example_pop</span><span class="o">.</span><span class="n">write_binary_c_calls_to_file</span><span class="p">)</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">help</span><span class="p">(</span><span class="n">example_pop</span><span class="o">.</span><span class="n">write_binary_c_calls_to_file</span><span class="p">)</span>
 </pre></div>
 </div>
 </div>
@@ -935,8 +924,7 @@ write_binary_c_calls_to_file(output_dir: Optional[str] = None, output_filename:
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[12]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">example_pop</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">verbosity</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">example_pop</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="n">verbosity</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
 <span class="n">calls_filename</span> <span class="o">=</span> <span class="n">example_pop</span><span class="o">.</span><span class="n">write_binary_c_calls_to_file</span><span class="p">()</span>
 <span class="nb">print</span><span class="p">(</span><span class="n">calls_filename</span><span class="p">)</span>
 
@@ -969,16 +957,15 @@ binary_c M_1 4.430329401616038 eccentricity 0.02 max_evolution_time 15000 orbita
 </div>
 </section>
 <section id="Full-examples-of-population-scripts">
-<h2>Full examples of population scripts<a class="headerlink" href="#Full-examples-of-population-scripts" title="Permalink to this headline"></a></h2>
+<h2>Full examples of population scripts<a class="headerlink" href="#Full-examples-of-population-scripts" title="Permalink to this heading"></a></h2>
 <section id="Single-star-population">
-<h3>Single star population<a class="headerlink" href="#Single-star-population" title="Permalink to this headline"></a></h3>
+<h3>Single star population<a class="headerlink" href="#Single-star-population" title="Permalink to this heading"></a></h3>
 <p>Below is a full setup for a population of single stars</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[13]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="k">def</span> <span class="nf">parse_function</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">output</span><span class="p">):</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">parse_function</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">output</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Example parsing function</span>
 <span class="sd">    &quot;&quot;&quot;</span>
@@ -1166,14 +1153,13 @@ time mass zams_mass probability radius stellar_type
 </div>
 </section>
 <section id="Binary-star-population">
-<h3>Binary star population<a class="headerlink" href="#Binary-star-population" title="Permalink to this headline"></a></h3>
+<h3>Binary star population<a class="headerlink" href="#Binary-star-population" title="Permalink to this heading"></a></h3>
 <p>We can also set up a population that samples binary systems, by adding extra grid variables. Below is an example of a full script that runs a binary population and registers when a double compact object is formed. The logging is rather compact and should be expanded to be more useful. Also note that we run very little systems in the following example, as its just intended to show how the code works.</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[14]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="k">def</span> <span class="nf">parse_function</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">output</span><span class="p">):</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">parse_function</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">output</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Example parsing function</span>
 <span class="sd">    &quot;&quot;&quot;</span>
@@ -1418,9 +1404,9 @@ time mass_1 zams_mass_1 mass_2 zams_mass_2 stellar_type_1 prev_stellar_type_1 st
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/examples/notebook_solar_system.html b/docs/build/html/examples/notebook_solar_system.html
index 756a185e7..8c10e67ab 100644
--- a/docs/build/html/examples/notebook_solar_system.html
+++ b/docs/build/html/examples/notebook_solar_system.html
@@ -14,10 +14,11 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
-        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
+        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -300,7 +301,7 @@ div.nboutput.container div.output_area > div[class^='highlight']{
 }
 
 /* hide copybtn icon on prompts (needed for 'sphinx_copybutton') */
-.prompt a.copybtn {
+.prompt .copybtn {
     display: none;
 }
 
@@ -361,15 +362,14 @@ div.rendered_html tbody tr:hover {
 }
 </style>
 <section id="Example-use-case:-Solar-system-using-the-API-functionality">
-<h1>Example use case: Solar system using the API functionality<a class="headerlink" href="#Example-use-case:-Solar-system-using-the-API-functionality" title="Permalink to this headline"></a></h1>
+<h1>Example use case: Solar system using the API functionality<a class="headerlink" href="#Example-use-case:-Solar-system-using-the-API-functionality" title="Permalink to this heading"></a></h1>
 <p>We use the API interface to construct a model of the Solar system.</p>
 <p>First we must construct the argument string that we pass to binary_c</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[1]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">os</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">os</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="kn">import</span> <span class="n">temp_dir</span>
 <span class="kn">from</span> <span class="nn">binarycpython</span> <span class="kn">import</span> <span class="n">_binary_c_bindings</span>
 
@@ -414,8 +414,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[13]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">re</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">re</span>
 <span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
 <span class="kn">import</span> <span class="nn">math</span>
 <span class="c1">#pd.set_option(&quot;display.max_rows&quot;, None, &quot;display.max_columns&quot;, None)</span>
@@ -460,8 +459,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[11]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">dataframes</span> <span class="o">=</span> <span class="p">{}</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">dataframes</span> <span class="o">=</span> <span class="p">{}</span>
 <span class="k">for</span> <span class="n">planet</span> <span class="ow">in</span> <span class="n">data</span><span class="p">:</span>
     <span class="n">dataframes</span><span class="p">[</span><span class="n">planet</span><span class="p">]</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">data</span><span class="p">[</span><span class="n">planet</span><span class="p">],</span>
                                       <span class="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="c1"># required! argh!</span>
@@ -485,9 +483,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[12]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-
-<span></span><span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><br/><span></span><span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
 <span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
 
 <span class="c1"># set up seaborn for use in the notebook</span>
@@ -542,9 +538,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[5]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-
-<span></span><span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><br/><span></span><span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
 <span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
 
 <span class="c1"># set up seaborn for use in the notebook</span>
@@ -614,9 +608,9 @@ div.rendered_html tbody tr:hover {
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/examples/old/basic_example.html b/docs/build/html/examples/old/basic_example.html
index bd9957495..5cc325ecf 100644
--- a/docs/build/html/examples/old/basic_example.html
+++ b/docs/build/html/examples/old/basic_example.html
@@ -14,10 +14,11 @@
         <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
         <script src="../../_static/jquery.js"></script>
         <script src="../../_static/underscore.js"></script>
+        <script src="../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
-        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
+        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script src="../../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" /> 
@@ -283,7 +284,7 @@ div.nboutput.container div.output_area > div[class^='highlight']{
 }
 
 /* hide copybtn icon on prompts (needed for 'sphinx_copybutton') */
-.prompt a.copybtn {
+.prompt .copybtn {
     display: none;
 }
 
@@ -344,14 +345,13 @@ div.rendered_html tbody tr:hover {
 }
 </style>
 <section id="Basic-example">
-<h1>Basic example<a class="headerlink" href="#Basic-example" title="Permalink to this headline"></a></h1>
+<h1>Basic example<a class="headerlink" href="#Basic-example" title="Permalink to this heading"></a></h1>
 <p>Running a single system</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[1]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
 <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
 
 <span class="kn">import</span> <span class="nn">binarycpython</span>
@@ -365,8 +365,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[10]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="c1"># You can decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># You can decide to `write` your own logging_line, which allows you to write a more complex logging statement with conditionals.</span>
 <span class="n">logging_line</span> <span class="o">=</span> <span class="s1">&#39;Printf(&quot;MY_STELLAR_DATA time=</span><span class="si">%g</span><span class="s1"> radius=</span><span class="si">%g</span><span class="se">\\</span><span class="s1">n&quot;,stardata-&gt;model.time,stardata-&gt;star[0].radius)&#39;</span>
 
 <span class="c1"># Generate entire shared lib code around logging lines</span>
@@ -405,8 +404,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[7]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
 </div>
@@ -430,8 +428,7 @@ div.rendered_html tbody tr:hover {
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
 </div>
@@ -453,9 +450,9 @@ div.rendered_html tbody tr:hover {
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/examples/old/workshop_example_notebook.html b/docs/build/html/examples/old/workshop_example_notebook.html
index 55957aa98..e4f7632ee 100644
--- a/docs/build/html/examples/old/workshop_example_notebook.html
+++ b/docs/build/html/examples/old/workshop_example_notebook.html
@@ -14,10 +14,11 @@
         <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
         <script src="../../_static/jquery.js"></script>
         <script src="../../_static/underscore.js"></script>
+        <script src="../../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
-        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
         <script>window.MathJax = {"tex": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true}, "options": {"ignoreHtmlClass": "tex2jax_ignore|mathjax_ignore|document", "processHtmlClass": "tex2jax_process|mathjax_process|math|output_area"}}</script>
+        <script defer="defer" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script src="../../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" /> 
@@ -283,7 +284,7 @@ div.nboutput.container div.output_area > div[class^='highlight']{
 }
 
 /* hide copybtn icon on prompts (needed for 'sphinx_copybutton') */
-.prompt a.copybtn {
+.prompt .copybtn {
     display: none;
 }
 
@@ -344,29 +345,27 @@ div.rendered_html tbody tr:hover {
 }
 </style>
 <section id="Binary_c-and-python-example-notebook">
-<h1>Binary_c and python example notebook<a class="headerlink" href="#Binary_c-and-python-example-notebook" title="Permalink to this headline"></a></h1>
+<h1>Binary_c and python example notebook<a class="headerlink" href="#Binary_c-and-python-example-notebook" title="Permalink to this heading"></a></h1>
 <p>The following notebook servers as an example of how the binary_c python wrapper works and how it could be used.</p>
 <p>By: David Hendriks 30 nov 2019</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[16]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">binarycpython</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">binarycpython</span>
 <span class="kn">import</span> <span class="nn">binary_c_python_api</span>
 </pre></div>
 </div>
 </div>
 <section id="Core-api-wrapper-functions:">
-<h2>Core api wrapper functions:<a class="headerlink" href="#Core-api-wrapper-functions:" title="Permalink to this headline"></a></h2>
+<h2>Core api wrapper functions:<a class="headerlink" href="#Core-api-wrapper-functions:" title="Permalink to this heading"></a></h2>
 <section id="run_binary()">
-<h3>run_binary()<a class="headerlink" href="#run_binary()" title="Permalink to this headline"></a></h3>
+<h3>run_binary()<a class="headerlink" href="#run_binary()" title="Permalink to this heading"></a></h3>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[17]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="n">m1</span> <span class="o">=</span> <span class="mf">15.0</span>  <span class="c1"># Msun</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">m1</span> <span class="o">=</span> <span class="mf">15.0</span>  <span class="c1"># Msun</span>
 <span class="n">m2</span> <span class="o">=</span> <span class="mf">14.0</span>  <span class="c1"># Msun</span>
 <span class="n">separation</span> <span class="o">=</span> <span class="mi">0</span>  <span class="c1"># 0 = ignored, use period</span>
 <span class="n">orbital_period</span> <span class="o">=</span> <span class="mf">4530.0</span>  <span class="c1"># days</span>
@@ -415,13 +414,12 @@ example_header_2 2e-07 15 14 1 1 3540.3 0
 </div>
 </section>
 <section id="run_binary_with_log">
-<h3>run_binary_with_log<a class="headerlink" href="#run_binary_with_log" title="Permalink to this headline"></a></h3>
+<h3>run_binary_with_log<a class="headerlink" href="#run_binary_with_log" title="Permalink to this heading"></a></h3>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[18]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">tempfile</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">tempfile</span>
 <span class="kn">import</span> <span class="nn">os</span>
 
 <span class="n">m1</span> <span class="o">=</span> <span class="mf">15.0</span>  <span class="c1"># Msun</span>
@@ -490,13 +488,12 @@ Probability : 1
 </div>
 </section>
 <section id="run-binary-with-custom-logging-line">
-<h3>run binary with custom logging line<a class="headerlink" href="#run-binary-with-custom-logging-line" title="Permalink to this headline"></a></h3>
+<h3>run binary with custom logging line<a class="headerlink" href="#run-binary-with-custom-logging-line" title="Permalink to this heading"></a></h3>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[19]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">from</span> <span class="nn">binarycpython.utils</span> <span class="kn">import</span> <span class="n">custom_logging_functions</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">binarycpython.utils</span> <span class="kn">import</span> <span class="n">custom_logging_functions</span>
 <span class="c1"># generate logging lines. Here you can choose whatever you want to have logged, and with what header</span>
 <span class="c1"># this generates working print statements</span>
 <span class="n">logging_line</span> <span class="o">=</span> <span class="n">custom_logging_functions</span><span class="o">.</span><span class="n">autogen_C_logging_code</span><span class="p">(</span>
@@ -567,10 +564,10 @@ MY_STELLAR_DATA time=4e-07 mass=15
 </section>
 </section>
 <section id="Using-utils-functions">
-<h2>Using utils functions<a class="headerlink" href="#Using-utils-functions" title="Permalink to this headline"></a></h2>
+<h2>Using utils functions<a class="headerlink" href="#Using-utils-functions" title="Permalink to this heading"></a></h2>
 <p>In the utils.functions there are some functions that make it easier to interact with the core api functions.</p>
 <section id="run_system()">
-<h3>run_system()<a class="headerlink" href="#run_system()" title="Permalink to this headline"></a></h3>
+<h3>run_system()<a class="headerlink" href="#run_system()" title="Permalink to this heading"></a></h3>
 <p>This function serves as an example on the function run_system and parse_output. There is more functionality with this method and several tasks are done behind the scene.</p>
 <p>Requires pandas, numpy to run.</p>
 <p>run_system: mostly just makes passing arguments to the function easier. It also loads all the necessary defaults in the background parse_output: Takes the raw output of binary_c and selects those lines that start with the given header. Note, if you dont use the custom_logging functionality binary_c should be configured to have output that starts with that given header</p>
@@ -579,8 +576,7 @@ MY_STELLAR_DATA time=4e-07 mass=15
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[20]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="kn">import</span> <span class="n">run_system</span><span class="p">,</span> <span class="n">parse_output</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">binarycpython.utils.functions</span> <span class="kn">import</span> <span class="n">run_system</span><span class="p">,</span> <span class="n">parse_output</span>
 <span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
 <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
 
@@ -609,8 +605,7 @@ MY_STELLAR_DATA time=4e-07 mass=15
 <span class="n">df2</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="n">result_example_header_2</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span>
 <span class="n">df2</span><span class="o">.</span><span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;time&#39;</span><span class="p">,</span> <span class="s1">&#39;mass_1&#39;</span><span class="p">,</span> <span class="s1">&#39;mass_2&#39;</span><span class="p">,</span> <span class="s1">&#39;st1&#39;</span><span class="p">,</span> <span class="s1">&#39;st2&#39;</span><span class="p">,</span> <span class="s1">&#39;sep&#39;</span><span class="p">,</span> <span class="s1">&#39;ecc&#39;</span><span class="p">]</span>
 <span class="nb">print</span><span class="p">(</span><span class="n">df2</span><span class="p">)</span>
-
-</pre></div>
+<br/></pre></div>
 </div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -663,14 +658,13 @@ example_header_2 2e-07 10 20 1 1 2.81762e+08 0
 </div>
 </section>
 <section id="run_system()-and-custom-logging">
-<h3>run_system() and custom logging<a class="headerlink" href="#run_system()-and-custom-logging" title="Permalink to this headline"></a></h3>
+<h3>run_system() and custom logging<a class="headerlink" href="#run_system()-and-custom-logging" title="Permalink to this heading"></a></h3>
 <p>Function that will use a automatically generated piece of logging code. Compile it, load it into memory and run a binary system. See run_system on how several things are done in the background here.</p>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[21]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">from</span> <span class="nn">binarycpython.utils.custom_logging_functions</span> <span class="kn">import</span> <span class="p">(</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">binarycpython.utils.custom_logging_functions</span> <span class="kn">import</span> <span class="p">(</span>
     <span class="n">autogen_C_logging_code</span><span class="p">,</span>
     <span class="n">binary_c_log_code</span><span class="p">,</span>
 <span class="p">)</span>
@@ -736,14 +730,13 @@ example_header_2 2e-07 10 20 1 1 2.81762e+08 0
 </section>
 </section>
 <section id="Other-example">
-<h2>Other example<a class="headerlink" href="#Other-example" title="Permalink to this headline"></a></h2>
+<h2>Other example<a class="headerlink" href="#Other-example" title="Permalink to this heading"></a></h2>
 <p>Checking how much mass stars lose on the main sequence.</p>
 <div class="nbinput nblast docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[12]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="k">def</span> <span class="nf">run_and_calc_mass</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">run_and_calc_mass</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Function to run a given system and look at the mass lost in the main sequence of the star</span>
 <span class="sd">    &quot;&quot;&quot;</span>
@@ -780,16 +773,14 @@ example_header_2 2e-07 10 20 1 1 2.81762e+08 0
 
     <span class="c1"># Return the mass fraction (wrt initial mass)</span>
     <span class="k">return</span> <span class="n">fraction</span>
-
-</pre></div>
+<br/></pre></div>
 </div>
 </div>
 <div class="nbinput docutils container">
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[13]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">time</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">time</span>
 
 <span class="n">metallicity_002</span> <span class="o">=</span> <span class="mf">0.02</span>
 <span class="n">metallicity_001</span> <span class="o">=</span> <span class="mf">0.01</span>
@@ -838,8 +829,7 @@ Took 14.214274644851685s
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[22]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
 
 <span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">nrows</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">ncols</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">8</span><span class="p">))</span>
 
@@ -868,8 +858,7 @@ Took 14.214274644851685s
 <div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[ ]:
 </pre></div>
 </div>
-<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre>
-<span></span>
+<div class="input_area highlight-ipython3 notranslate"><div class="highlight"><pre><span></span>
 </pre></div>
 </div>
 </div>
@@ -892,9 +881,9 @@ Took 14.214274644851685s
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/functions.html b/docs/build/html/functions.html
index 793a0acc5..a0f437cbb 100644
--- a/docs/build/html/functions.html
+++ b/docs/build/html/functions.html
@@ -14,6 +14,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.functions">
-<span id="functions-module"></span><h1>functions module<a class="headerlink" href="#module-binarycpython.utils.functions" title="Permalink to this headline"></a></h1>
+<span id="functions-module"></span><h1>functions module<a class="headerlink" href="#module-binarycpython.utils.functions" title="Permalink to this heading"></a></h1>
 <p>Module containing most of the utility functions for the binarycpython package</p>
 <p>Functions here are mostly functions used in other classes/functions, or
 useful functions for the user</p>
@@ -732,9 +733,9 @@ of all the binary_c parameters.</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/genindex.html b/docs/build/html/genindex.html
index 600fdd60a..4cc0a541e 100644
--- a/docs/build/html/genindex.html
+++ b/docs/build/html/genindex.html
@@ -13,6 +13,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -1087,9 +1088,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/grid.html b/docs/build/html/grid.html
index 0a83dfaa8..3b7d545b8 100644
--- a/docs/build/html/grid.html
+++ b/docs/build/html/grid.html
@@ -14,6 +14,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.grid">
-<span id="population-class-module"></span><h1>Population class module<a class="headerlink" href="#module-binarycpython.utils.grid" title="Permalink to this headline"></a></h1>
+<span id="population-class-module"></span><h1>Population class module<a class="headerlink" href="#module-binarycpython.utils.grid" title="Permalink to this heading"></a></h1>
 <p>Module containing the Population grid class object.</p>
 <p>Here all the functionality of a Population object is defined.</p>
 <p>TODO: the save_snapshots and save_snapshot, are they actually distinct?</p>
@@ -146,10 +147,11 @@
 </ul>
 </dd>
 </dl>
+<p>TODO: Some of the methods that we have defined in the (mixin) class are designed to be used as a portal to information (return_binary_c_version_info for example.) THe current design is that they are all instance methods, but that is not always necessary. We can decorate them with &#64;staticmethod, or &#64;classmethod to make it easier to use them (<a class="reference external" href="https://realpython.com/instance-class-and-static-methods-demystified/">https://realpython.com/instance-class-and-static-methods-demystified/</a>)</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="binarycpython.utils.grid.Population">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">binarycpython.utils.grid.</span></span><span class="sig-name descname"><span class="pre">Population</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/binarycpython/utils/grid.html#Population"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#binarycpython.utils.grid.Population" title="Permalink to this definition"></a></dt>
-<dd><p>Bases: <a class="reference internal" href="population_extensions/analytics.html#binarycpython.utils.population_extensions.analytics.analytics" title="binarycpython.utils.population_extensions.analytics.analytics"><code class="xref py py-class docutils literal notranslate"><span class="pre">binarycpython.utils.population_extensions.analytics.analytics</span></code></a>, <a class="reference internal" href="population_extensions/cache.html#binarycpython.utils.population_extensions.cache.cache" title="binarycpython.utils.population_extensions.cache.cache"><code class="xref py py-class docutils literal notranslate"><span class="pre">binarycpython.utils.population_extensions.cache.cache</span></code></a>, <a class="reference internal" href="population_extensions/dataIO.html#binarycpython.utils.population_extensions.dataIO.dataIO" title="binarycpython.utils.population_extensions.dataIO.dataIO"><code class="xref py py-class docutils literal notranslate"><span class="pre">binarycpython.utils.population_extensions.dataIO.dataIO</span></code></a>, <a class="reference internal" href="population_extensions/distribution_functions.html#binarycpython.utils.population_extensions.distribution_functions.distribution_functions" title="binarycpython.utils.population_extensions.distribution_functions.distribution_functions"><code class="xref py py-class docutils literal notranslate"><span class="pre">binarycpython.utils.population_extensions.distribution_functions.distribution_functions</span></code></a>, <a class="reference internal" href="population_extensions/grid_logging.html#binarycpython.utils.population_extensions.grid_logging.grid_logging" title="binarycpython.utils.population_extensions.grid_logging.grid_logging"><code class="xref py py-class docutils literal notranslate"><span class="pre">binarycpython.utils.population_extensions.grid_logging.grid_logging</span></code></a>, <a class="reference internal" href="population_extensions/grid_options_defaults.html#binarycpython.utils.population_extensions.grid_options_defaults.grid_options_defaults" title="binarycpython.utils.population_extensions.grid_options_defaults.grid_options_defaults"><code class="xref py py-class docutils literal notranslate"><span class="pre">binarycpython.utils.population_extensions.grid_options_defaults.grid_options_defaults</span></code></a>, <a class="reference internal" href="population_extensions/gridcode.html#binarycpython.utils.population_extensions.gridcode.gridcode" title="binarycpython.utils.population_extensions.gridcode.gridcode"><code class="xref py py-class docutils literal notranslate"><span class="pre">binarycpython.utils.population_extensions.gridcode.gridcode</span></code></a>, <a class="reference internal" href="population_extensions/HPC.html#binarycpython.utils.population_extensions.HPC.HPC" title="binarycpython.utils.population_extensions.HPC.HPC"><code class="xref py py-class docutils literal notranslate"><span class="pre">binarycpython.utils.population_extensions.HPC.HPC</span></code></a>, <a class="reference internal" href="population_extensions/metadata.html#binarycpython.utils.population_extensions.metadata.metadata" title="binarycpython.utils.population_extensions.metadata.metadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">binarycpython.utils.population_extensions.metadata.metadata</span></code></a>, <a class="reference internal" href="population_extensions/Moe_di_Stefano_2017.html#binarycpython.utils.population_extensions.Moe_di_Stefano_2017.Moe_di_Stefano_2017" title="binarycpython.utils.population_extensions.Moe_di_Stefano_2017.Moe_di_Stefano_2017"><code class="xref py py-class docutils literal notranslate"><span class="pre">binarycpython.utils.population_extensions.Moe_di_Stefano_2017.Moe_di_Stefano_2017</span></code></a>, <a class="reference internal" href="population_extensions/spacing_functions.html#binarycpython.utils.population_extensions.spacing_functions.spacing_functions" title="binarycpython.utils.population_extensions.spacing_functions.spacing_functions"><code class="xref py py-class docutils literal notranslate"><span class="pre">binarycpython.utils.population_extensions.spacing_functions.spacing_functions</span></code></a>, <a class="reference internal" href="population_extensions/version_info.html#binarycpython.utils.population_extensions.version_info.version_info" title="binarycpython.utils.population_extensions.version_info.version_info"><code class="xref py py-class docutils literal notranslate"><span class="pre">binarycpython.utils.population_extensions.version_info.version_info</span></code></a></p>
+<dd><p>Bases: <a class="reference internal" href="population_extensions/analytics.html#binarycpython.utils.population_extensions.analytics.analytics" title="binarycpython.utils.population_extensions.analytics.analytics"><code class="xref py py-class docutils literal notranslate"><span class="pre">analytics</span></code></a>, <a class="reference internal" href="population_extensions/cache.html#binarycpython.utils.population_extensions.cache.cache" title="binarycpython.utils.population_extensions.cache.cache"><code class="xref py py-class docutils literal notranslate"><span class="pre">cache</span></code></a>, <a class="reference internal" href="population_extensions/dataIO.html#binarycpython.utils.population_extensions.dataIO.dataIO" title="binarycpython.utils.population_extensions.dataIO.dataIO"><code class="xref py py-class docutils literal notranslate"><span class="pre">dataIO</span></code></a>, <a class="reference internal" href="population_extensions/distribution_functions.html#binarycpython.utils.population_extensions.distribution_functions.distribution_functions" title="binarycpython.utils.population_extensions.distribution_functions.distribution_functions"><code class="xref py py-class docutils literal notranslate"><span class="pre">distribution_functions</span></code></a>, <a class="reference internal" href="population_extensions/grid_logging.html#binarycpython.utils.population_extensions.grid_logging.grid_logging" title="binarycpython.utils.population_extensions.grid_logging.grid_logging"><code class="xref py py-class docutils literal notranslate"><span class="pre">grid_logging</span></code></a>, <a class="reference internal" href="population_extensions/grid_options_defaults.html#binarycpython.utils.population_extensions.grid_options_defaults.grid_options_defaults" title="binarycpython.utils.population_extensions.grid_options_defaults.grid_options_defaults"><code class="xref py py-class docutils literal notranslate"><span class="pre">grid_options_defaults</span></code></a>, <a class="reference internal" href="population_extensions/gridcode.html#binarycpython.utils.population_extensions.gridcode.gridcode" title="binarycpython.utils.population_extensions.gridcode.gridcode"><code class="xref py py-class docutils literal notranslate"><span class="pre">gridcode</span></code></a>, <a class="reference internal" href="population_extensions/HPC.html#binarycpython.utils.population_extensions.HPC.HPC" title="binarycpython.utils.population_extensions.HPC.HPC"><code class="xref py py-class docutils literal notranslate"><span class="pre">HPC</span></code></a>, <a class="reference internal" href="population_extensions/metadata.html#binarycpython.utils.population_extensions.metadata.metadata" title="binarycpython.utils.population_extensions.metadata.metadata"><code class="xref py py-class docutils literal notranslate"><span class="pre">metadata</span></code></a>, <a class="reference internal" href="population_extensions/Moe_di_Stefano_2017.html#binarycpython.utils.population_extensions.Moe_di_Stefano_2017.Moe_di_Stefano_2017" title="binarycpython.utils.population_extensions.Moe_di_Stefano_2017.Moe_di_Stefano_2017"><code class="xref py py-class docutils literal notranslate"><span class="pre">Moe_di_Stefano_2017</span></code></a>, <a class="reference internal" href="population_extensions/spacing_functions.html#binarycpython.utils.population_extensions.spacing_functions.spacing_functions" title="binarycpython.utils.population_extensions.spacing_functions.spacing_functions"><code class="xref py py-class docutils literal notranslate"><span class="pre">spacing_functions</span></code></a>, <a class="reference internal" href="population_extensions/version_info.html#binarycpython.utils.population_extensions.version_info.version_info" title="binarycpython.utils.population_extensions.version_info.version_info"><code class="xref py py-class docutils literal notranslate"><span class="pre">version_info</span></code></a></p>
 <p>Population Object. Contains all the necessary functions to set up, run and process a
 population of systems</p>
 <dl class="py method">
@@ -376,9 +378,9 @@ in the self.grid_options</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/grid_options_descriptions.html b/docs/build/html/grid_options_descriptions.html
index 3278ba4b7..58e959378 100644
--- a/docs/build/html/grid_options_descriptions.html
+++ b/docs/build/html/grid_options_descriptions.html
@@ -14,6 +14,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -102,11 +103,11 @@
 }
 </style>
 <section id="population-grid-code-options">
-<h1>Population grid code options<a class="headerlink" href="#population-grid-code-options" title="Permalink to this headline"></a></h1>
+<h1>Population grid code options<a class="headerlink" href="#population-grid-code-options" title="Permalink to this heading"></a></h1>
 <p>The following chapter contains all grid code options, along with their descriptions
 There are 29 options that are not described yet.</p>
 <section id="public-options">
-<h2>Public options<a class="headerlink" href="#public-options" title="Permalink to this headline"></a></h2>
+<h2>Public options<a class="headerlink" href="#public-options" title="Permalink to this heading"></a></h2>
 <p>The following options are meant to be changed by the user.</p>
 <div class="line-block">
 <div class="line"><strong>C_auto_logging</strong>: Dictionary containing parameters to be logged by binary_c. The structure of this dictionary is as follows: the key is used as the headline which the user can then catch. The value at that key is a list of binary_c system parameters (like star[0].mass)</div>
@@ -443,7 +444,7 @@ There are 29 options that are not described yet.</p>
 </div>
 </section>
 <section id="moe-di-stefano-sampler-options">
-<h2>Moe &amp; di Stefano sampler options<a class="headerlink" href="#moe-di-stefano-sampler-options" title="Permalink to this headline"></a></h2>
+<h2>Moe &amp; di Stefano sampler options<a class="headerlink" href="#moe-di-stefano-sampler-options" title="Permalink to this heading"></a></h2>
 <p>The following options are meant to be changed by the user.</p>
 <div class="line-block">
 <div class="line"><strong>JSON</strong>: No description available yet</div>
@@ -530,7 +531,7 @@ q extrapolation (below 0.15) method
 </div>
 </section>
 <section id="private-options">
-<h2>Private options<a class="headerlink" href="#private-options" title="Permalink to this headline"></a></h2>
+<h2>Private options<a class="headerlink" href="#private-options" title="Permalink to this heading"></a></h2>
 <p>The following options are not meant to be changed by the user, as these options are used and set internally by the object itself. The description still is provided, but just for documentation purposes.</p>
 <div class="line-block">
 <div class="line"><strong>_Moe2017_JSON_data</strong>: Location to store the loaded Moe&amp;diStefano2017 dataset</div>
@@ -646,9 +647,9 @@ q extrapolation (below 0.15) method
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/index.html b/docs/build/html/index.html
index 27543889c..390650c73 100644
--- a/docs/build/html/index.html
+++ b/docs/build/html/index.html
@@ -14,6 +14,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -97,37 +98,32 @@
 }
 </style>
 <section id="welcome-to-binary-c-python-s-documentation">
-<h1>Welcome to binary_c-python’s documentation!<a class="headerlink" href="#welcome-to-binary-c-python-s-documentation" title="Permalink to this headline"></a></h1>
+<h1>Welcome to binary_c-python’s documentation!<a class="headerlink" href="#welcome-to-binary-c-python-s-documentation" title="Permalink to this heading"></a></h1>
 </section>
 <section id="python-module-for-binary-c">
-<h1>Python module for binary_c<a class="headerlink" href="#python-module-for-binary-c" title="Permalink to this headline"></a></h1>
+<h1>Python module for binary_c<a class="headerlink" href="#python-module-for-binary-c" title="Permalink to this heading"></a></h1>
 <p>Docstring coverage:</p>
 <a class="reference external image-reference" href="./badges/docstring_coverage.svg"><img alt="docstring coverage" src="_images/docstring_coverage.svg" /></a>
 <p>Test coverage:</p>
 <a class="reference external image-reference" href="./badges/test_coverage.svg"><img alt="test coverage" src="_images/test_coverage.svg" /></a>
+<p>Powered by:</p>
+<a class="reference external image-reference" href="http://www.astropy.org/"><img alt="![astropy](http://img.shields.io/badge/powered%20by-AstroPy-orange.svg?style=flat)" src="http://www.astropy.org/" /></a>
 <p>Binary population synthesis code that interfaces with binary_c. Based on a original work by Jeff Andrews. Updated and extended for Python3 by David Hendriks, Robert Izzard.</p>
 <p>The current release is version <a class="reference external" href="VERSION">version</a>, make sure to use that version number when installing!</p>
-<section id="requirements">
-<h2>Requirements<a class="headerlink" href="#requirements" title="Permalink to this headline"></a></h2>
+<section id="installation">
+<h2>Installation<a class="headerlink" href="#installation" title="Permalink to this heading"></a></h2>
+<p>To install binary_c-python we need to make sure we meet the requirements of installation, and</p>
+<section id="python-requirements">
+<h3>Python requirements<a class="headerlink" href="#python-requirements" title="Permalink to this heading"></a></h3>
 <p>To run this code you need to at least have installations of:</p>
 <ul class="simple">
-<li><p>Python 3.6 or higher</p></li>
-<li><p>binary_c version 2.1.7 or higher</p></li>
-</ul>
-<p>And the following python packages (which will get installed automatically when installing with pip):</p>
-<ul class="simple">
-<li><p>numpy</p></li>
-<li><p>pytest</p></li>
-<li><p>h5py</p></li>
-<li><p>pathos</p></li>
-<li><p>pandas</p></li>
-<li><p>astropy</p></li>
-<li><p>matplotlib</p></li>
-<li><p>py_rinterpolate</p></li>
+<li><p>Python 3.7 or higher (3.6 is EOL, and we are using 3.9 for development)</p></li>
+<li><p>binary_c version 2.2.0 or higher</p></li>
 </ul>
+<p>The packages that are required for this code to run are listed in the requirements.txt, which automatically gets read out by setup.py</p>
 </section>
 <section id="environment-variables">
-<h2>Environment variables<a class="headerlink" href="#environment-variables" title="Permalink to this headline"></a></h2>
+<h3>Environment variables<a class="headerlink" href="#environment-variables" title="Permalink to this heading"></a></h3>
 <p>Before compilation you need to have certain environment variables:</p>
 <p>Required:</p>
 <ul class="simple">
@@ -138,55 +134,77 @@
 </ul>
 </section>
 <section id="build-instructions">
-<h2>Build instructions<a class="headerlink" href="#build-instructions" title="Permalink to this headline"></a></h2>
+<h3>Build instructions<a class="headerlink" href="#build-instructions" title="Permalink to this heading"></a></h3>
 <p>First, make sure you have built binary_c (See <code class="docutils literal notranslate"><span class="pre">$BINARY_C/doc/binary_c2.pdf</span></code> section: installation for all the installation instructions for <code class="docutils literal notranslate"><span class="pre">binary_c</span></code>)) and that it functions correctly.</p>
+</section>
 <section id="installation-via-pip">
-<h3>Installation via PIP:<a class="headerlink" href="#installation-via-pip" title="Permalink to this headline"></a></h3>
+<h3>Installation via PIP:<a class="headerlink" href="#installation-via-pip" title="Permalink to this heading"></a></h3>
 <p>To install this package via pip:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">pip</span> <span class="n">install</span> <span class="n">binarycpython</span>
 </pre></div>
 </div>
-<p>This will install the latest stable installation that is available on pip.</p>
+<p>This will install the latest stable installation that is available on Pip. The version on the master branch should be the same version as the latest stable version on Pip</p>
 </section>
 <section id="installation-from-source">
-<h3>Installation from source:<a class="headerlink" href="#installation-from-source" title="Permalink to this headline"></a></h3>
-<p>We can also install the package from source, which is useful for development versions and when you want to modify the code. It is recommended that you install this into a virtual environment. From within the root directory, run</p>
+<h3>Installation from source:<a class="headerlink" href="#installation-from-source" title="Permalink to this heading"></a></h3>
+<p>We can also install the package from source, which is useful for development versions and when you want to modify the code. It is recommended that you install this into a virtual environment. From within the <code class="docutils literal notranslate"><span class="pre">commands/</span></code> directory, run</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">./</span><span class="n">install</span><span class="o">.</span><span class="n">sh</span>
 </pre></div>
 </div>
-<p>This will install the package, along with all the dependencies.</p>
+<p>This will install the package, along with all the dependencies, into the current active (virtual) python environment.</p>
 <p>If this is not the first time you install the package, but rather rebuild it because you made changes in either binary_c or binarycpython, you can run</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">./</span><span class="n">install_without_dependencies</span><span class="o">.</span><span class="n">sh</span>
 </pre></div>
 </div>
 <p>to reinstall just binarycpython.</p>
 <section id="after-installation">
-<h4>After installation<a class="headerlink" href="#after-installation" title="Permalink to this headline"></a></h4>
+<h4>After installation<a class="headerlink" href="#after-installation" title="Permalink to this heading"></a></h4>
 <p>After installing the code via source it is useful to run the test suite before doing any programming with it. The test suite is stored in <code class="docutils literal notranslate"><span class="pre">binarycpython/tests</span></code> and running <code class="docutils literal notranslate"><span class="pre">python</span> <span class="pre">main.py</span></code> in there will run all the tests.</p>
 </section>
 </section>
 </section>
+<section id="usage">
+<h2>Usage<a class="headerlink" href="#usage" title="Permalink to this heading"></a></h2>
 <section id="examples">
-<h2>Examples<a class="headerlink" href="#examples" title="Permalink to this headline"></a></h2>
+<h3>Examples<a class="headerlink" href="#examples" title="Permalink to this heading"></a></h3>
 <p>See the examples/ directory for example scripts and notebooks. The documentation contains example pages as well.</p>
 </section>
 <section id="usage-notes">
-<h2>Usage notes<a class="headerlink" href="#usage-notes" title="Permalink to this headline"></a></h2>
+<h3>Usage notes<a class="headerlink" href="#usage-notes" title="Permalink to this heading"></a></h3>
 <p>Make sure that with every change/recompilation you make in <code class="docutils literal notranslate"><span class="pre">binary_c</span></code>, you also rebuild this package. Whenever you change the sourcecode of this package, you need to reinstall it into your virtualenvironment as well</p>
 </section>
 <section id="documentation">
-<h2>Documentation<a class="headerlink" href="#documentation" title="Permalink to this headline"></a></h2>
+<h3>Documentation<a class="headerlink" href="#documentation" title="Permalink to this heading"></a></h3>
 <p>Look in the docs/ directory. Within the build/html/ there is the html version of the documentation. The</p>
 </section>
+</section>
 <section id="development">
-<h2>Development:<a class="headerlink" href="#development" title="Permalink to this headline"></a></h2>
+<h2>Development:<a class="headerlink" href="#development" title="Permalink to this heading"></a></h2>
 <p>If you want to contribute to the code, then it is recommended that you install the packages in <code class="docutils literal notranslate"><span class="pre">development_requirements.txt</span></code>:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">pip</span> <span class="n">install</span> <span class="o">-</span><span class="n">r</span> <span class="n">development_requirements</span><span class="o">.</span><span class="n">txt</span>
 </pre></div>
 </div>
+<p>Please do not hesitate to contact us to discuss any developments.</p>
+<section id="building-documentation">
+<h3>Building documentation<a class="headerlink" href="#building-documentation" title="Permalink to this heading"></a></h3>
+<p>To build the documentation manually, run</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">./</span><span class="n">generate_docs</span><span class="o">.</span><span class="n">sh</span>
+</pre></div>
+</div>
+<p>from within the <code class="docutils literal notranslate"><span class="pre">commands/</span></code> directory</p>
+</section>
+<section id="running-unit-tests">
+<h3>Running unit tests<a class="headerlink" href="#running-unit-tests" title="Permalink to this heading"></a></h3>
+<p>To generate the unit test and docstring coverage report, run</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">./</span><span class="n">generate_reports</span><span class="o">.</span><span class="n">sh</span>
+</pre></div>
+</div>
+<p>from within the <code class="docutils literal notranslate"><span class="pre">commands/</span></code> directory</p>
+</section>
 </section>
 <section id="faq-issues">
-<h2>FAQ/Issues:<a class="headerlink" href="#faq-issues" title="Permalink to this headline"></a></h2>
+<h2>FAQ/Issues:<a class="headerlink" href="#faq-issues" title="Permalink to this heading"></a></h2>
+<p>Here we provide a non-exhaustive list of some issues we encountered and solutions for these:</p>
 <p>Building issues with binary_c itself:</p>
 <ul class="simple">
 <li><p>see the documentation of binary_c (in doc/).</p></li>
@@ -208,12 +226,8 @@
 <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="readme_link.html">Python module for binary_c</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="readme_link.html#requirements">Requirements</a></li>
-<li class="toctree-l2"><a class="reference internal" href="readme_link.html#environment-variables">Environment variables</a></li>
-<li class="toctree-l2"><a class="reference internal" href="readme_link.html#build-instructions">Build instructions</a></li>
-<li class="toctree-l2"><a class="reference internal" href="readme_link.html#examples">Examples</a></li>
-<li class="toctree-l2"><a class="reference internal" href="readme_link.html#usage-notes">Usage notes</a></li>
-<li class="toctree-l2"><a class="reference internal" href="readme_link.html#documentation">Documentation</a></li>
+<li class="toctree-l2"><a class="reference internal" href="readme_link.html#installation">Installation</a></li>
+<li class="toctree-l2"><a class="reference internal" href="readme_link.html#usage">Usage</a></li>
 <li class="toctree-l2"><a class="reference internal" href="readme_link.html#development">Development:</a></li>
 <li class="toctree-l2"><a class="reference internal" href="readme_link.html#faq-issues">FAQ/Issues:</a></li>
 </ul>
@@ -283,7 +297,7 @@
 </section>
 </section>
 <section id="indices-and-tables">
-<h1>Indices and tables<a class="headerlink" href="#indices-and-tables" title="Permalink to this headline"></a></h1>
+<h1>Indices and tables<a class="headerlink" href="#indices-and-tables" title="Permalink to this heading"></a></h1>
 <ul class="simple">
 <li><p><a class="reference internal" href="genindex.html"><span class="std std-ref">Index</span></a></p></li>
 <li><p><a class="reference internal" href="py-modindex.html"><span class="std std-ref">Module Index</span></a></p></li>
@@ -309,9 +323,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/modules.html b/docs/build/html/modules.html
index 42d63fe44..e549cd6e9 100644
--- a/docs/build/html/modules.html
+++ b/docs/build/html/modules.html
@@ -14,6 +14,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -123,7 +124,7 @@
 }
 </style>
 <section id="binarycpython-code">
-<h1>Binarycpython code<a class="headerlink" href="#binarycpython-code" title="Permalink to this headline"></a></h1>
+<h1>Binarycpython code<a class="headerlink" href="#binarycpython-code" title="Permalink to this heading"></a></h1>
 <p>This chapter contains the (auto)documentation for all the functions and modules in the source code of binarycpython</p>
 <div class="toctree-wrapper compound">
 <ul>
@@ -173,9 +174,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/objects.inv b/docs/build/html/objects.inv
index 78075ad6aaeb850cb4fc53841a12889ef640b72f..0e2adadbe69a117ae80b5890f11c2d83f5cb4c1f 100644
GIT binary patch
delta 11573
zcmXY%V|18Z)3zJiP8!>`ZKr9RMvZM=v5m&I-PpEm+xFM{eZGG)dkyxFz1GY+&K;?B
zsTG?Btm$rax1eC7lKLmbQzfXZo|L;s`E>Zi@8szw_RGT_1eLQCe0_Ds2vRfTNf9VR
z4jUy3Vq#@%{DF`;wpN=3EjI9<GEL0vQ%x0z=*2;}9a^G}9s`G*3ZTwklZ~U`oIStZ
z^6yiW1Pj(y!hD9Wzt(kR>}B5XZ<N0_^jl2<RB=O4x*EwhIQ?OpQOpD9zLPT*U<v*D
zPI27KLg?p9j%XYS7vN@G%kUOfGbW!wnvpr}t}6i=5pSFe&$_+Ti!C06rGhvQJoaN$
zLdk1&8YnJw<wH4%#7#eT#$%HEsuYz6m?Api1)FNr<YffsD#4^`pMzldas3U7v`fVR
zcKE#ti2anMsXVX+3|=)@mZ&I#XjB{R6{x6*ZXi%FvHZvG$i2Qv!<5pKjG7^mHU)+;
zVR7-*N_Nz!$BQ@w8>lW<5{(uJx!+PHaY+<`BrqwUj50|J`}+t{CT4VJ{Mb^!o|r?H
zz>2N)tsl3%o#dpVhb}*|Ql_R8$yiGUAhihKK+Ec^qf`!=ZAa*se@Pg4$o;B*tzxuT
z*p9l<cE97_?|_)C?0j<z7HVRyXd{$ow}g5ozALBzH5^s&<qu?-Elc0YPHY@TM<vS=
zVHuVZoqk1{Sx1vPX%;n#aNEsn*kumMx?W~gizF0QZMeGSwonph6Q`7Y3B>CKvfU1r
zg-uaRS`;>fH2Kk4D>#rvsHzj2-8ijg@-GBd9+kLE1Mn%S9*)PYxE8g#z_`zb)it#Q
z2hu*&AYji1dLo}RUN^WnyRS;@28>)q)hh#p`=jhhV#(mZ5a7m1TG6S36f~!Eo=5!&
zazf}r8JJp;W~hxdg&CQoGxmakxx^UGa!Oq_MVP!GUYkec+rSW$V2OozjPJ&zVS7d(
z9loU=HitqBZkZViKU(Rx$pt?0Y0&{Cv_xU?rX_4RA1L$5G_b{(BBp+mxa7%{g`CKt
z$&mgs?(xxkuG13ifZ90s=ffsO*9sdMrnCIF?md_TQ2|1YA6QdxnB`)CgFY9rU3Dxj
zoz|g`LwsFlIZ{UaLm+D`k5Mk$P(S}2G6HGr9E&}cSjT*DXx=zZfzQ=Q+kKS=b#us0
zt(f$8%nHs+cqmmpNF4)~_X!M<#cty2&CCep$z9!@fzT$yA(fl573@dLFu3QaZ%3^`
z-ROeD#96dzAafbyvn?vX&PEzG#U=iZKlvm^fOAB2O5-T^&Gr4rNK%pI<f^CoR+wvX
ztOWQ$Z#WVZ4E^`IeL1CdJhvM-Eh7elXPBeH42ENuM{Ridqcti&qO*sg3Fd7u1%ezb
z<V7Wuqkf!-D3%OjH?RRbM~-nW1IY%#o14oH(%^G93G?xCKFJEeVs=FJl&0Y@?!;wc
z-Qey}=0jl=Bc+Fn#0!kAT~Zp<NHmA9XQ02q?dy-aJd@oHzjJSJ2%VzQv$qm`={CFl
z9*aETN6(1A&KDx1mpW{QCVd;O_^8E@GGh-RABCivo7j<{ppPCg&3o~a#&x!(n6JPr
zC{JN$C6~q&)^9bS+3Wqj>T9{QB8!=}gVHWM|FBg15CWIh>oX<_sJm8-e6@b|u-e_g
z^V65@f3;@9Q@bs{QRiQj5B)2nGUBn@@J+l0CD#q9hFpK6Pd5{0Adgh9D`h!2wu^kT
zLZc3G|F>8`)@iGnf$|~DdSvX;_Z>o9t09eV9$m!R>|pHx1YTK@!%Mv+C)osymr(P1
zY+V+DR<?Zm+g>6`$&O3^t~fE}Z?KBj%E8wP9NK!k10%%nF%CI>Sq+hyd7DHwP;<W#
z2~7#kONnXt{d@n2sPt$01dVMLty-(k@Ry%vJISC~Lcx8>Q~K}qgUC`l2TWutx$?(p
zge>x-TH;fH@%bUEg;89)X?3$+SLoiB2uF2#R^Ihx`I9#VNz#(Jb0*-%<Tcg|SLsyo
z<3+{!M=cT9h>;&jnKB&vUqolch#8}-YE#Jm$;hTFfe(~LLR0$w72c-fb#}q@82P_{
zdStg6MTk24{9(>yyWOlmp~bLDl$(PxMSK2yBCL4<ewVSD_3NMN6eDex*BikVC{pN_
zK^!DM8P!%pGxTCIR`O2S-!c20`xt%9JN52F#zk}vFA^2rz-_yAYj)C&3(8e?=?2A$
zwNQf@9^%2xV6ZI05wpRR9|S9xl6|Nzip2RWr!!iv$ID*gw^(Tz;3izvvce|xF5D=R
ztI2wS@&cW^i&RDxfuhqw4^f*L&CW?taZY&-!otmusu?0F(GbX7P&1e#yg-I*u$c>6
zK>$WkTAFbOLX0PYi6D%f5L-Vo6C$Y9QK++Ig%x#|KA-kbiYNH_nQ|U?+5<zWD|s`K
zvo*vXn>?lW!h9gS53M|{AFB@UcI@G!lDq?;aOFK{$%Q3&ML3~y^Zn`F9q3ET_e;W2
zdsB*@qS?zH04qVBa!S1^_L4pPG=22quULmQUZa#9J+}T^gKKYUJ~GeQZ6Q;bFY79Y
zz(sGD+s2V^D{jza3q5Z4a{Cf-<jl=;vjKTe5mrV1dO3t7WJvL9k|OGF$EW4cpt=Km
ziP)tEBu`~`E!Rpd7#lX?BZVu?{6T*0M~xdQ#;5%Q2j3M8F<l{6U69boqWnxPrU^0y
zPUiU&Hal__6pIMP(LaWH{h@wf!2$UuIK=s(&j0pfI!9w!zeeGTQwsIkdWw3xHCrYh
z#UL$@>iza^hzWw3>Sg|pf0Sxcqw*0z;>9FL)|X8&dA=Da|LJLSt>MaT&QY*ZJ_wG^
zn=H9==?P(~q!KRl2u>C*t0-*R(U!N)z?JXGP~;_3aEdrgeOmSb+jXhq1l#%ay3PA1
zVis*H^i~R)%&Oq-i8onB(-yMJ?I9WPz~#~ZFgfCZTV$0cvb_De^_r4-DY62%F*7yD
zusB0X+{<f>cAf@a7P1JbJ8MCSa+e!a`jfXd9WQ7oDS4b}{XH*x8t@V>)P6;y6t)p4
z^84MG)7PHl@R3(mNS3^vY%Q=0W_pDC-a+vBo`-dm6%&EA*(g<i?1lsHKeMHCnPV2%
zT~j(vd*I2(r_`b_-10iTxjF$e7eejOuQU?9OQC){*1z<L4R8ZI+KT3hgSpw3wcmH-
z%jT#`EbPlm>t3HfX+&PMArA02lH@&=H*BbywP(=$4=Ar<`Cv94K07_pY05@UZxg6c
zZX;4RJ9>VnXqVY25NTGOx0D)vFc7sij5WHAol3cmAvL1bdVT{pS7-p<ejxXOFS-Nl
zC}Liut|ll8D+1c#zov6ikJA}18cRjZZU5!n6?ROWN>R#qIzq}aUfdBsR*Tq(H77x)
zC6X-+8yOtM_RMw}q))9Prm{z@hh%*feuY(H>D6XQqFOQ>-H6CmC+ghjSBl4e9-m_h
zdF*eo8A0S9_DaS?z5)>h{PAh@Zue4Ff0t(nYY$uLJ$t{4&6$!a#v*v@oPMDEQJE3(
z%)#8(mHwzrpG@&FlJ{V2;=m*~WqK->wQ7-mDky&eKZY7S$qGC`Ugz8*7v|VyeJ>h~
zn1+(-mzh1Z^L=?OwY*effA|%QdPrMP3#vHZL_Mmcb^8cS0Rs^2I>JR+X(-07dv$7Z
zv5%Hnp5SJI)}}G3{C-G@B&<@+j9oyVxv{P!DYdg?L~zN?&P(a78bj1i*|5FxbZv0@
zgPt`i#<%HRa*1F>_JRR45=m!G!G;WBM#0?2;iLs7q5H(DUhDFu?ZQ#r{3y^EeSS&a
z0v^Sb_}`p$)B%v<cQcz8u4i(hZLj;lz?VQJ|CnjCO{7>AL8b3ugvu#I1Dc~2<EDG{
znJHviH6hGCnZBfQ{(TWbCjG?zO$$*u9n3K9q}7CZqMo`j5+~+jy56%s-$roI)O1vI
ze+TVhxt};s>uFQ`c|wq;Ee=-t)T0oEvKsE^$Hl#ew*>5r-^Ue2F?Z%}ud~PGsPp28
z<Lu1co~upLDk6`KeoLuwv#Z@cv1mFQm*Hq0%*T#wjTtw5>u+e6%?_4%e?QSwoAu9z
zq7zg)_L*m^V5XoKZ)A4njIF%qn~5qT$Z+~*;y1-)BwcwGc0%J_>*93v>O{cg1z9-a
z<6^nt773)Tum245&luQXzyuQ@Bof%`ZBi70fj@yj<~UZEwr`B3D*67=0hz}$$s5u4
zioKdO;9;Oi@)&-|YHX-8XJhPNkH%AtNkN{<>OW<tb_HV0oV15~^J7s9C3W`>qz*aR
z!q>Xj7!?xldB6rz@lW0z31dW7__L!`^*DxmaucwLbPSTIL}ti2d4=f%d5943@`O14
zR%(^O(X_O-wzm@VNKnvGu9}AY<=<oEPs1lG*ij(XJRW{cATS%-T|$P=FBE}JWiUR@
z{xE79eG3*qAMpt-vZbcD2SdIKZ^`SfYfDdSr0j);sFTIG112RSwZVqiW0i5Q;>(g&
z4+7*{>v&#z{Pt)SV?Jyvt=&{KK$`&Zt;)^fX|YlM%X&E5x~Zj}mbcF`Dw&G<=1?-o
z+`ySgmuV%Ni#j;2qiD-oX<qL1EyuE?n1S+LzP<5pR$EqTR#g%Et~Q!+g;Kp_mHRGT
z;N+g>YYTZ0qtw_W!JG=nD$i+QFt8KiSPt-1*z0o4%&QQ<b>_{ss^fn<#yu@97fAlQ
zu;{qNdUl$IBRN5<<#djebUKwZlwW=rjs1(gEvoE$l7Sig|1JJeO4MXhY7WN16NpoT
zBP96D`;52e2V*d`$KDV|zbqLa)jziq4sj>e2S^~8?ocn0Qhl0fwLNPe%ET1&06Z=@
z!UQokSu7sBJ8eo~nBV6H<k<i~i-c~6xg~<Lstr>e&F++}3x=bKC;iE=HU}v>Uw%va
zUA$|U3?X9J=8~e6?}oq~Dgr~M7JZe&TGfq1f#T#>#{iePD||IcPg^t}&*F%tuk$s#
zbVdrTc`M~#^OOAJ^fW4r5M?e};NqW+m^gWl=1g|l9P<{rC7f12K4}LMgS|z&c@iTp
z_H-A}{+%tEvfHMtJmjzpvAx$aEmoksI*3Se!V2O{5i_QV3K)-;8P(*B8w6<K#@`C7
z0|cq6kHX>LH@#ZnJc>XB*!6?H8!sayvcu3*bM-B`h}a6;3!f^DWK#eZlXW}X*H@<Q
z<U?I%J3k(B6><x^yBK!WF@=XnwlU?c<l~havqM<Ew&*C{8P!{uMWA1{Zc{wl0=;I0
zs;oeNqd}+pu7D@W6Iscjs?HbIkQf(UcUvLxuYn2RLl#c61j*+LzRyh8igd{x-I;Ui
zMPqeHK3xno5x%jjNE-miAfs7eD<DYGFoI2I{_Y>tolQk|iJ7LT1mG%3ivdDBb_JqA
z1@zT-k&8LDl*0H4y{%`|Ukn1CzA%>dBG0~PwaN*4QpFpTyYC8I-z`FN>}!x+`vAdt
z2*rvRr+CjhgTSBqDCCLywej4elO=>fqI)}Oz9@5T(nU#kMXvyn(7bzIm&VYK2hAdT
z5kOO@`Z8j*p_B2p<}+)KPuN<NICNE<Jmj>2rU~8qqz}ODX_60;lCngW0xM@5Ss)U~
z%4Ect*XLGyAbmcYN1J;y6RR&fd86{wouw#gG9{&JQie3YM!>+z{3}*?7Th)SD_>>9
zieRkWeMz#!XA(F_myxs{#G8LTi6>>WAU*Aa*YS?w>~Ur)_gr<bl<U+es&wf`8-wGb
zca&mz|7O+jl^3DA1ZIe$tNnCi;U_2-mFrR#%ui=N4_?Dy52d#&=c!qih}fnf;g!xu
zV7UJ)p+PV(|G63@l>~Z=fr&SkW$ZZy8|6`nJjP*M$r<py*iTix5vX99UuP_N_g_^+
z)GF(&HiCA0Tw|AAmCi0wqD;l2$!gXqE<~;V>_r0?mnK@UM1d3tz}x}r!kc$JXdX3m
z%SCk|jm|!eQsNEx4!6Q-YYH;3v1!+oudB_L&AT6Fx)+K*H1XuX;jpDB)VLII>1-Y5
ztf)!HEdZ1Vf-I>%3rDHBdJG)od~j*2>VHg%uAiG=an+4BsDda~bk3pKimJYV_ZI(D
z4^&ju@sNFCOW5G>P*L{Q?wq#sYRZ8XT08ZwA-dOt(vhn8N$UOn?qjk2h7!LEHKB=T
zC*Z|EZGvySi0sQc2G295$vCc7!IX|^clY<~{x6`14Koayd=uJA-0+>(wM5crNtV)B
zEcje0L{5JRT0IVpzG5n}Trx6RbccdkpY7%}&d^W*njoSH|1w(56Mxyo2^Zc#Tb?4|
zN8-RS$N;%i89z2#8zpR)FxG+N0<jhS*-z(H-CJsV&UV?wb_zZ|A|@Xct5n}~M$+RM
z*)2e5Rc!<&W#ajx%E%#7w!p_>aC&dw?7@OPfwXloTvwu<%nY_Yn@o9gP+cO-q7CK&
zx|F?g>!&tCWHIWh3z`5Ps)sjZ0*g3K(Qd<5neW(xjg%`HYXs9w?lT_QGf~K9-KT|c
z+EHX7O^N+^;+8Mhq2Iy6S?;FWAD-f)!zch%T@NEOD5u4OdcB#po^G`+CZE)0UiL-V
z<SN%@TPv}s%w*t03Cvw;L#l5}j$NlR(c{#D9?CpGAVt{0n%DI8<bKssb!PO>bZ1({
zJ3fsxULohUoiT{-zEF^*m2RKY{Z_lOe<#fA&#2SXPBVRHcg2RUw06o>S^iCo^I8D&
z3a+uNFH_a%ho$XHNreWdE0}#@nr5n6_Cp;_RQlp5r`K4$4e@E#(Sib84m?JMB>mC8
zSJGuy$IHXm4i>M)C0;|P@D=#mZ<oB=B-TL3gABau18wjkoMG6BtdC*Kyxi9xt6{EA
znUsq9p}G+TiASr5@-PkN-W1@ijobhlXp}Z?BiGoYiOhV7Pc{5N+s34kIkgM;*BSUb
zuF0b6T#mvjBtox9omINu%e`CWJEcmEVN$iidNj=|N85ebbM#05+s2~ESK+KuknRKb
z^r4o0w3zc@5zoN7+JZK_jOl6_nh3q_;ExxjcoT8~R0o=b{pk;fa#ft+{3Rgr?%EVV
z%4SaJMsw2UPzsO!<$aP<E_^J1Wxhx0&Q_J{BI;noFOElXVo2#65@E<##VS3rl+DeW
zZm_I86|!mQD+0GLE2qZoeTWq$lV;fh*098#@1bURyI40T#deFKnCgDDIBTf?dJnFt
z^vHkogdN8t96eLrKuuA4f(}q%R*1}ldJ~^u&nmb_h05rkiuTQ;s$iHn99`DByqREJ
zP#@do+|}BE##Y{Fzi636srPuv(z7E##M-1UvRke1%IB_TE-wZ{Ts%)TZ!ypMuBRzG
z+-GNy)3}}9#B)qrK+`KGK)T>$rRsBH`PSc_4s!4W`q^W}FT1|Ung~R%IEu2#9Q!YC
zc{1%L>za2M&<l5P$f`{ROliMJOFXhTcc;q#=ouUJx$dBAVpddXtUdjD*H>88PP|02
zWG7Z6{3=)uDZ!MppAgBbSl0zx%y9y^N>JEkyXK!!N<c5keV5cf^2}1;S9-$__Cms}
zP38N)asv~xQzFW(GlBcL`qYgZsI{FK&LZ7Shvp_yH>yd)%-rdqX;#)bEI+c;E!0)1
za@5K70X778<>)3tX4KEBp6Q1AL^r%(rae6OV1a&@=}7+XsMq)ypZBs%s!*yA;!e~`
zu$kd5QMu-()HAX$%DFh6Tx8vifmGdc`0xu6Mt=VoU?Ww>HK5pt-yc&0e}PcA$96CT
zrIvmYsvCpKwpF$wvf7ebMCl3bt{!X>9Bj*tkT4_3QpbUXAdNym2zN}=GQeEJo?O11
zw4iZ%uTTNYD;l=YgS}s|t}`xo3OzQxDf9XtENnCL%d<A8NPNP2xwdbQtBIQ>i0mv)
zU2L6WRK)lJbmVZ(Rs^!TGRulKhVe4~j3y=|`M2tX|IwZ?G4c4$K+lx0-uJIjf@iQe
zG)wriW<)a?LlSd{$K6_T8|3Ktx(MeOQKx)I{vo8q*1V2o<3dUK;{TbnXKDx0JP?6d
zshOR~T+Te6Os_?Mv<5!01m<Ok(2N`h&_8^m0j>W6S~}xJ;{E1-7=h*6S`=Xva#JWE
zc}3-zm{3IrqYRs;HV4*%<yo4Q%{DISlA39zhKr`Avt3pj7*Ui9V8&e4o##|R{g=rO
z@x+9l?iC2}eu+9x93R)1YnF10+aqoj^sg2LL*Lf-K>I6kI9B1hEkX)IFfvaQfFIji
zm9>(ab|}g9YE8m(MKx4i?|0aX)~#YEwB5-_BX*k0Z&Vn$n}BtsO<`j!@wHhwvw!T;
zBuEyk%J1J3nGaFH?&~+-tQeSXU`-tMzsielV@yvm_wd~hrG|IhU5tOShqs#8A61PX
z8p^DX%X(i-)V|r+!AU$5HJLmBaBQ*DQak1;Df%9ebge-K>zCf)_HPQBnrRN(cnO^(
zV7~Ufk4xYinz<jyO~C{%Rt*+vn9&^Z$dQ|+%Dy$wBOHX;PUc2*!U}KA%NR6vPwJW>
z7@r%^yz$ax%sT+OqDIzUv19r@fnHPWoT=VaaD<{a!0w)%Nnolmq}>xBF#VS;ky3wJ
z(wy&;V@mEf;qY>wl8bXgQw#}nVBK{s+7?^r=~AD1DYj87*IHqDhYDfFKB)<f8mDXD
zJTqsqv7M_tuc*P+H-szY-k)&1$7eYysjl;rPW6LleOm6aHuW2HJ{d*Ff-bxXrwZw-
zPRj{siM!98qh5X?BOxIG_Dv>{0#V<>sI^1Mxx6u*@JG18^;Q7(&BcAQuoBKO%|(S9
zYB`!aO{LQ$XiI;5R3w3r0rkJ}F8#S!#1I1$exCAHmEAw}2g`){U4S9}wvNi@3nT%$
zn2GAz&VBYPM>sN{B}kK4<kc0w8P9H48zLtXvw~a&o<a*U=>!k(p+43-HC$R_obyjC
zLs5s)Hqg2%TGzuhh}h_8lTIHZOz)~>cmkV02+QS?^xH}Yzglg#{qou9n~7g(@(?74
z{f!j59l4dRWwZ|RLmM!wcELh(l{z&kO=xZu_J$W;dIRqyKrTFp1cvsHIKN)c72a3i
zaJSAG%l@J<9HIfGOdScy`_!QM`{o!gSu-1A%vZQ0{D;&G(%_9so`|}TEobfRHy-f{
zRsmrS{AH`nl6{;b?@mvplFIa%Ww;Ay6c2f+X7Of&2MIbx<hBs!>ZXeKD3t$bu^18K
zAE&SiQ|(%(YUiCZh@y9+K2eYp_}1PAJ(y8Oh+P#dZF`_W1gh#hE1Ss<wS4xt-O_|K
z#sC>`HRv3%_)^-Y*nSx0EYsw~6~bm`Vd=xbFMX9TjWbv<f!hZe#GmpRx?>VBXn`wY
zQQtX&Vdza|rw(`%G5yk-1HOw=w~d0aevY8R#Khzd2a7wvNf{xn74(~=33y2RiOsS%
zEYRxXumNovx>6b!sF&mjbH@ymS+k=}YB-A=KC_y{Ydjt@g#QS7MI0ZD)rn~)*XNw;
z&Hg`_&Owvtja5AVOy`Tw$Ld&&?nY-wpApxX@NO{#Zu?66@5}`Dx863q)~5K)tCFg<
z$6Fqf592S1mkrbZvEv_rL60#1+)_#>B7m!khH$E*^0M*Qhd#j`_WMglJ16w8bz<_4
z+rsW^T#NV9NsOICX+HNjW-Y3IH@hIl7%c~Mx=es;KfS-Sfqka`67rkh3W>Vm0Fj)K
zLWm;<UVpjdC6WxIjpM{BU!{1)_hGLFN0d+orKZfJ!3gULrnv)lDymt@JiOAzeW2!6
zi@K+2fz6i6CrZ#>hY}oCU6IQ&h?+LRxE|Hv4bRBaR9{`|YoX5`FPK>lS#X4Eor8`4
zcZ`O1;5mE*ZBT{DV`!uJ@bQ9(1b=X(4HnDqh{0;uMZ}*Ir!c0KOtoHAcaQ8_F6?db
z%Y^e<H@mFA<Na(<ix{$5dmWS_d4Vwwh{5>&7RktZY_yB2<_5jX2smDAiv&ZWOd3$u
zkwvyYK4;|ZuliI^JZV{~`t)S1pzWkpgc2Mq%RF}evtWa-JvhLh77sh{La4}xfPgW>
z_IQhj=lKesUyCubOQ?UC3Luu-eNI{40<;7TGl~j!Fh<prR|w}%QPx_c(*O-yBhVTT
zIR_=3zfs}8oI*61S-iUb=-sT-2pJjLO3?<(j;HA6CbR86Kr|Ru95;qzKBza8h|jPP
zHfu#~Sea*plzPR82Rcg*ufJYC9iY@T%oTA^;Uy)!XXhG=;vW7e?3=ai2)x^HbOfdD
z!oZB-UZ+Ae($g2B9Sr{wxdUA5{COZzt8Hni#zv^s|1qTGe7oc^lltokuF2)z4AQ})
zXAQEF_`$!<A~eqvJ4D%^dYwT8UxAS5YzXRz2~M$smV_f@g-Z#{q1uc#m?3B%zVFh{
z1uw{2?i|5<%x*;Y(OJK(0<}3h5QFI_{BIXSzW>qt^al!`w-;F;c>!s>Re9E%agUlW
zn9(HhlNK^?DN0*h)UJiA8XF3hVEdsp6Ybn*XEAznabr@T6f2Qkw7+S7(TDkfT!22G
zw?8ee)Sppn_-1p57Sc@YU)KRU?|;y~V})h!W3AGkz2G6R{&&u6o7QdpOFzXQ?MFsa
z_6m?z555)t6at_r`d8m6lmw~Fpl$nw-iy}E`p4zYg^TIc>B<JKTzj&9JMBkBVOk;$
z`*0vp6LJNGCHeXX_$MZE%FgY<9oEzt?4_6x+opjDr@O=3Z>^ihMBY(pcmKX6B`d_n
zrSY?f^*|Fz&3+F=WoXevjB7cex+OW>(e+SMTbv}ps7T<oL0Q6k)mj3h`I~eKnpfnG
z%^RvrDW1ax-5giwvsxG?5$&?wsYnhNem%6~J3>6T*P5fm>2MdzR~AdgSq8VbnWQ_f
zdMo}yl|y6^73|3gY7r46`4;~^feE^41=c&#+XR2^>(~@wQdzZVTfR=zST*@L%lq^0
zLOGV_L_g3uEU)2`C{CG3MhxUOES;M}R87_tTS*Jmu6>slLaBi1toO>XTVh0b!)+p3
zQU1&jmZk=6yVzoXU8Gnx$O@J9oWiDdK>Nf0TRB)77WE#?#FV>r&D$pm!&b4SI3rN}
zBTMd5Oa)=4uexnw#C%{)^^%TK^_pL9?4M@tPXeg%U2-EyYBiCqDR<`Hqf21fkwM4*
z(?h;K^zN(*9BK114=|#H{Po*k#{@69^R?pAYtC6C^ga$?j8V{9V8$lvN`!Faw@GRF
zrk*mSbyM+f&Z+Y?vP1SY#y5!Eb)-Ul-oKIgyu1&LZ5*z(pPo%$QvbwLHb8{wy-7$p
zX$8`MdgHI+ADr^{m>_BZ=1pkiU$Zni*@lYTsu}the}6I#REBrvS8PKif%SgCApc<R
z>R98%N3&=uTvNUr398RD;PY?GR8zLth__OF34VF}G;pSJ8OEIhE;}O4I~6vqZ9ZvK
zuf<6rmXd4kGN$(CR7Za^xEgihoBUEQk_4n4)AW;Cop)Rl@wg=tFI_{`$Fy;PpEz|_
zionmWzpf#KSBvp!nynqC3banFMf|2eQw%Q9a9!f8qqZk-o>HO|jji}gT`ha@4~RjI
z;M~5gsA}o*mcQT@@Qy0Nveayur^#%zUh|GdQ8pM_jV&1XsQahdCe)60B6b?PZ2=?!
z*-fYv&t4KMnyyGOSyQ`{__~&&%#a7oN2~b_(y>^ENZ8ttr;j_&B$QONRhYHveu_0w
zM$fmW%w8v~!Hm_&qEgW*b!A_pe&-|C(IxmQdqsU6kB<5GE7;pQHi6psF!E7pC2{q7
z+U!pC3+7s|lGqmP3Z?qeb2KHqFhKK$!Kt>X-`vib0-xsy#V32$Eu#K_-Z{$@CYgSK
z(@={vslUU;%rXH>ef~3SM%&0JjNk3JM)TCElk&Z@nQLk>R?7a{lvu6<X;z1E0=BtY
z@{@jmLit9DE#nI16T#&Mt=;f*LsQ-+9}?ETit~J&7lU0{k``HF70l~VfE~QN#BQ&i
z<@E$T0ys9N;m+c8O1LYD<Fzg?auZSXLEqgs=-CaYC2ceGd%YQTBz<@^jh})`VL2*(
zw%rSRQvD#<OOg5ib2JW_n{C|HXs!`TFeJ+*=Bu1*if^Z>^lqh^gg>88HXO9aBk!>h
zMq!?QeaW%m<~U+i0jtY>o}e#XOrV<2loBhgr3YVHG@MUKyWLybf#5#$D1OxA_pJj}
zC^!kPpjwnNX$i2=2F&T`*ltyS>{{hVOTA~8M(<fB5ENV-5rjh~a11hiGoln)9V3TU
z4r6)QyJcp6(SKpuZ?ipCofTv{-^oqhJHiVm{|oH!y{`8Kn#`$MttO$*!1oos)`^fa
z238##1MiMeV>5R+P|Qx&i5DZJL5@EpZjjY%E@=mMn77Jwp#R-)VYfzlZN%+z6AH1D
zmO_wjl+RBaBG=GSLW7owD&Ydfw(x{P_=MF%Sd*EH+YbpkIX$Ro=gzlQPXpEXQD%ae
z#D8?cJCh3_!|wMNLGQ84k1f&YAg)9!L0=aY4y>!cyl*#3lt}zHMZ**a%U<YDu}1c`
z+Z1jcm2^0yI&x}Vbty0Y6X9>_j3Yp&P5$+zBm$oWO`tCeO&b~U%p{to*MCx8TJm-}
zSn_5A<L=lt9K+H#Qc&cg4Kl0m-BnXkrz3-40P^XzQ2wi&=(RWEFc)TI1S;Tq&Ow^h
z3wk}b=|s7U_cpNdygDo7D?G?)gAi5fM#%!T)d)r`Kw;$i-%lO4q-!~;>*!`_suNQB
zUmgQOh!AdrbFg{#6UKxLo-~AwGj0)z8)?e59|sQPrFM0yW-6oT(BYO0<{V1-{z`!O
z0PpSs7+s8m$~m=mwfey8nBLzp=v=MFg)^mxg_LZ$L6_t!z6rU@!e3Z4E~zi=I|iaR
z_=h)v)AS=%*+y-)?|;papH`%1?RyN8VG}c-7MUigHxeh<=EgnOvk0+`K+2AKY&p{@
z$fcdzK4;x(>lw$L+!0_)?&FRnEa(C5igtCG8Z(W4eMnm^T~a2B2e5ke$bOwtve^%p
z4Q??}1x6}Mh)}(JWM#piP#d*SvXG5g>?aNRxVIo}PM36k&&ik#NX3j_)4B}X)Fi=U
zkn`WpB*2q{E?v2@{8d;zx-~f2f(eb?U}H8yaO%0vf~Eh0?hF=|jQ!is7MK8Q%`0qg
zo62iFcI4J<w-=b8on$?kuLC>m7)t9wg+FAIVEy04tYWvenDt~|hwa_Fd7Nrzeyiw6
zd>TP4Qa@Dm(XL{EdC*4h!0Z_^##uvDf_Z*uSY9G`8q`d1z;X6=_%t6#ck@QLkz4Q|
zpAG3&WESv7c>d>D4t~JP05T}Uy@c4sZ7^Q?3*pO4@ZN|$-YEw0{@@?J_RG+F6m28n
z?n!tKsU}J8Ki7<!X24pe1RlZ2-jNm?vTAIWx{m6X&#tua!kMY6_?HL@<^9`{J-e4#
zl>R4ix>7Jne}hrYidzcL(wflfP9Nlk3haF~?x$K8H^{_jWC1>ldMInCr2jS@PnBt<
z3-Nvq$|rl;ZBRv}lY<IphzRVr5OM}@q}MH=InW$!2cF&h#Ey!!=`Qu%_kBhgkR~_B
z)H%2g)`x9P9^@NBC9kz3Ei9{M*;VFhKS=h!EQBFgoZ;%{qIoecR!F1B*i=sr*gRl1
zg(v*w?`TsiG!Ha-ZGC=d`I!@S*}nPc(Tx)z_uw>f&95~w90aW%iF&e|Rnb6q1+Xn`
zmrMw#0g-VE+h-ukS`3EH@PN-<_0(m5b~q6p`dik?hL!SF8o@InF;uuLsxVk^mUc4z
zHYcdN5wUOx6gVRHsJxkFG68uTwpZ(0K~BQMW^Nh0CLpf*BQ(U!&uMU`;I`~nk>Fek
z$)&qm<OdR2uv)?RGbVfpi|9bEuTz}#&b6i<>~o=z4(?qddPcHLc*9G;mn-OY?2h3L
z^@$d2jnMl9(O88Z|3j27Ux?Vuaiq1_8f)h!hoOvyiJ-X2s?IE`A&BKUb812ArXPub
z)(CSz1~3xj;nw5&tRh$TU>iYqp_?|Cny?(ALBs~4LQPA}mlWnUmm~G-s!B@#X_PFq
zj_)CoBvy<#f~|MqGaUU8ZvIb>y56F+VJE5>=&STB^8Dx+g*5dugT#uL6F%x@cThzX
zjI_VvBz1cC=lj@|AQZ!-`botm#e8A6HttY!8gQb@+gcEX0VT9AHRkyWx%}H)jcctS
z!S`;4TNqSqY*dEikTQzm8G0k=uM*^6^*q2gvGojt%HuZ&O^ZJE4w<kM8((cKuP<xE
zPqJS{NtcZ!aJ|k3YL!lRtD%B6)O5cdc9`*y9a#pfS9ZH9ZNM+0vh(6GD@;l!y9ne;
z)c{{r4pe8<T$QmHyNjMMxY?hZ<?v?+M6G`x*v&UJ<_R3ezuzLhqwKvAOdJ>Wmkh25
zJGMyVPMyl`ti{+0(&Rv5dh`8J76zyC(hcI~q9AHTVo0Hsx|jYTM=02pO=$?J%11~{
z?K7R>>@gKGMP68;It&Us2~Jfi6rDB>0t3(x9EC|9stk4|K~O-GRj(|EA)Wqz<?eO3
zLcC0NNBEC*P!4o4HK3gmh9$xjh{Q#m?uwewOR-V3d;kA6FD3I+j6(=wer;#B0(qr9
zl<`p3Mf0!VG)D3x5j89~p6UYT1d>n1-~dnznD;K4;VTG`9T@*SvIwA=f6V|^@VZSn
z0K9Iw2t9{R0*Q)2SOsANlP&5Zr1kU(q0;2z+i5UAwPrG;>Yw04l-R4&8I}G+zT(lN
zEutQ%msioqGk?qi7&E2p!ah4Th`U?P5;=r-oqihd+e>~AUt&LV$T~yfaM3er<}Mjt
z$VIfgZCg{y!&L3IQWao9%M6P${Kc%}4%0Ng(~>*sm~p*`X6F3Xn0y_!NBaF7nku~a
zG+w2Dxa^eeTDI{A;T;~u)4l(l-SWJ`uA&D#4^=xu+)l+u`r|9536{w;C62SmWUPrE
zeAiQ($-|Emr=hR+Qq2Z6;=3(0{U7to^`^b9zY--#t%!v(s?~ujw^^F%Zl1g^Fp3J{
zKw-ZSh?}m@EnxN&eRAugADy;0R*>Kn5B2`%3#JyNSW#Va%Bc$HTp2?J@~3LnbrjZ*
zm-#MI5Xi+JYLuLFXFcxR3JRY5Z!C>h)_L=EzWh5e5aGvlIfG7`5)nMI1RxyHx)hkd
z#|lubvye@hDR6<vUWEXa-3f==4cSW{{li3;u?&n&KFT}@;USeyA!Px6NFUs^d9Qk0
zarUBPd`9gv{J-nJ7|WHitUKr=-Rl}Z;^yy$>`u+=cq2S~nmSB=zjX+hVk*+lt)3U<
zzK9n?whaAH8QU7CJG1|Cs-JUVWIJ8(vaPnhl8bg3Nb_RQVr8!XNs2R-tO7l3Cu-m>
j@8J{oBzU8_ee<p*Ue24z>0$Kq<!s{52hc{3H~0Sl1qq9e

delta 11474
zcmYkhV{j#0)3!aaZQFJxwllG9+uX689otSOb~3S(iEZ1~JJ<dE_`ZMLRgGG!tJdl|
zk1OpM?SxDKZ)ZoK3mG$d479pTp`1+OFM}zYhx5l|c&y7pa(iWJCfyX0&+liy4{4`l
zsVgPeQ57Knp+)u<=Fg~8JJrAVR7NohRKVPRlSGN1{WJ&-Wvws*=q&L1kR}qX$9$0v
z#j97n5S@8XknpYfqqi`nyWwy8AxH^m8k~JqIMybBUsm`MA4{38@!*G!6m!s2I8jDY
zGXZ}@v5P+YeZfIfxf56!;Ss^2%~s<>^lJC<cON2tO|YV-W0516rGxZh5-I|HNDhTI
zEfjQTz5f;;@;<44@^<8tMTNA)mo!mB0$KGK_+0YWnfdy%F%HS$LuE!c5D67gxbbaC
z$aISVUN1lLETs%pk)s$tspN=ck8p>`HOwkGr%{G}lJ^kzf5<sH@q}X`V<oJS76Q$g
zon_OZUE&7Fd=^}6C}7B`u$MwNVGAQ%fI|w(ktU|r%rN`t1?b7(gC|g~B4f~#nva(u
zN`eSRu8=fv+!I|q*S^7X*}uJ~F;n{a1~dEsR{28$RQdGlOVr}-I}8~Vka9F~Pb?Rz
z+l%5gxLut7Ob-4bU9CcEiyl}r$R|%fs;(sUrq)3GW%z060@EAF43P?=o9@hCsLU8x
zL%}1<5*}FRkel8_*`L9cc`p90kP>=PF#yK%sra7Y4+kXwqF;9U##yVP$j^=`3+#pg
zZY1@8w*1u+)2dbBQdCDGz*a|tCIM>5=yu_?oXoc5+4@jt*Z0Mt0li(#Iq_|(1p{K-
zOeg4Ta*e0_D?vja_YB8<=r`@N@pe3boqP42BvnhoOnbxJC=vS^fngBlggGuip)&e%
zC0{dPsK26^Viwr^At%@k)%h0KBhyZR0qOpctixo+$};TP4Faz25WZcb#6sa_QwXS4
zDdTUTD3f7jZq`r5pZZi(ZYlO~o&xyavlvl=<t#D<h3hsk5WT_VCQ~5ik}BAHq%*J<
zlg^66CdZ=2tN5kj4MeW0F?}nee7?`?p9ED|#*=R+0ymx_uL(0y>Z?QdK|{2F#7V4Q
z&>M8cxY3vydD+F)*Jog5hWxwe<kOneW6Vx7d}0I8rcDu>5K2tVB!$#&kQGP#UTIqx
zbRbB~8(7o=AwSP!c?bGJ(m*uQ(FHq1Msc|h7CT*7#x=WSyTJBpR(cfWIPeDi=^PP>
zU>s|8pyh7F5pQ)1oYPI|6Q@%Eu-8lYh8J5X(^`AFESjyB@mf{cC`bx<zU|5$Q(8VV
zXS^&PuvTJ<l+`be34b?8WPgDZ@PIM-3)@Um!1wM{C)B~M<$OYl&cAX-kx21=I=R4m
z_T55wgBT&Gc}L~cuTT%*1aT>Lu~-bmkhzP!qg`JM@EDKASpe}pQ;s75YCW!Zzz)<J
zf73NRHjkC+9_1<Nc2G8K$q-4Q0Vwp58$)Q|5I2z*!&Y~R8rp-dr$Wx}U6P4;u#c^(
zRMnfzws2DE+>gGoAl*;InU5ND?s{!^mZ*@$xM2MtK~K3S>gR}Qfd5yAkm`%Vb^VTD
zTEq{(!k?}(ekxACbD87-6^^eThoaB*Dq7u!>fQ=F*pfpk&68~G>MtKec;CgldDw32
zH-{^O8+d`+u!C=Q%$I6+(YLAmOKK5IGRl44d+bnN^{55uP@2hgXS<BkA&7-!`tows
zqN5g(8g!}EVC}d{b!8p&YUx;7@ET+XKP6wnA<tQk0tBi@)q6ky`oRb(b<VGik{aYw
z&|Sp3)lypB2->;wlb=p9C<~7K#w<#sk*hzdG8Z*-In2!5OMEAV{Pn|6bwJ>#GuKj*
zB#5V2v}h(y#y6oegJN=>dYsXE%~4%+#o$t>3|PKl8M<b6QHr^JKkpU=ZQujZ^$|r$
zG1ek#Pf6y>tHmDxF~jyeMe3MiK2K5Si(>fSm<_r1-f{iwD%b0BVx)ERcRb%W`GON|
zFg32_YCkJF$~6;$UT7py7Ry7eb;3K!`c9Y?mf84?Er!>T48EYN;v3EPE^>5Sug>xw
zM<{J3c1o_bNszaV`qCdMc8sjPpv5f8mD)mcMEg>|IM!VOf%b`7jT>L;gSX)}H=AMA
zC=nPoq3Wa>Osd+E+4}L>tA)<E{s?=OyI8&KWy@X2jmTJ9_cCQ(K^i;Lt2gqjbK*2k
z-haf(v{AztACtf>p)IVVF!R8aUIlATWqX0{b>e(Be|=qcGt^v?w%O<you_`%&J3EX
z@aB#k0>wN5DL|X)+*i^=lgeL}8V8s;hv$5%u8XGkN@ttbxClY)u9nC$0b!0E!j|_x
zkvG4d?)^Mt;JguMi08au_7gSl18;{`v=z(W5l68&d?ZA=%w30glTt~xzG0dnoAe=6
z@8_!SB#>^9C0I%w{j}@%ZbmC9Z$mGlKAimkCen3)vCXbKT_p&l&nQ=P-5oU|W|AFP
zr1aTN28UuyrZ!(EK~P|{MTgX@N)M&WGn-Ejp}IXp!&NecnJcG`W=vailj#MXAxFvF
zYzc2EBt91Ryk6Gd*8Jb=9^j>Ip8tkEQHf9RY7gek6j@90b~S<|gedoL&KwNBJ773A
zD-jC#hU*iD)bI6uwH_c<V?vv_^i&MFD-HQ;ks5K~xbfS#{m+d~I@pxVgA9)r9a^Y?
z2=M4eOsLDP<Ytw6$_a6gnamRqkmcXfrj1By?y0H4G)1$Ggb)?_`SbiiKm;{-grO|p
z+@CR4BE%}F@aF4y#t0NKf2S^&NKwXV+`1V6SowV;dRr4<6_uyo?bUb)8Sj?1?=6~H
zV;v*h<K%^I-=pCO3Q+=GJR?-t_JHrI-bpup8Kly2XgqEZ3ETvEjq0%N?RUV#$_cp6
z5qJqZEIb(HD%?N=hrv7j_#7@#UdrmL+xj@n%MG9A0<5-8XFtjrk7j=Kc5O5$_s{@z
z!o;aC$A+dzDlITL=|4yWyI1eXhPc#!kfUd*N4?yw>(uHUPDHA2M(w2fFi#De;$fs4
ziJg{?sLUApYD-u1QqM@!oui!jzj?S#&6MSm?zlo?B?vTDc*83HK81W-L(}-!?>&=)
zjeXX%a|v(NAV}{CIptClg~%;;V0s5=JYJcw-5Mwlo+Ct@I1IOhC7Bm!+MLtG&aFJV
zFr<QYDY@Z7s4>{HsHqce8;DcqsVQ#F>a8|mEKY?5Wnu7>YWm+Hjy3+(yS(lcFDT5U
zXA+D?CFxB+-8i=kYcD-}15bJ#&&}dlx&|$j=QW7ts*ZDQ{ZOPs>4YPex)%p@8bCl{
z571uMQ3gdg9MsYm@~vCQqrl@XFuj$^`k0+5uGvIzUb<RcH}K3w&gtj%%}KwzMtoK!
z;Gxu(1P((;v)^g1{51XjP`6sz*dlH|MfzND3^)ZCpNDExA14lGPIz_woui}B_|ULH
zDHi1Egh(KK)tJ)kD{sG<B`X4a6-vezo5K<Eqh>L<KS)-$+fU>&gU!CIj*^-B5v6$p
z0!mcb=LyRpyfl>kE=t)-4YZQC4wl9X5AY^0Pf>O3=NL{a1wq~dof;^NaKMosJ){$2
zU*LNy?noa%BQ>S9i4d9f1e>P_DoYXN4EkL|*;RKU-#CS7WMH=l`?vv+V!rkTi3k%g
zNm(<?aAlBMZVY;#D#Vy*5>ZXK$+rV;<7f?Mq&!_UYUCL9QzcuB4<_g)D{8B|aE+ap
ze#ddC(?R_vDA6OGaEm=gG332_OjzV&_gY5ZD}^M10<5CRzmxiroI!h{B~^SuD0-sM
zWpR4H?%ro|p~o$Hqb2~PJ3yi-1|q0laPaJ>+yrI-3Hm<&L&!52`2rHU<ent@u#{73
z1MdCMjV%>r<k5u@Usr4&;c(xTT0ZL@a^L%%#NQ3<(5}Q~kJ;MxTFIgZ_CiKMtL?y-
z5Sa0qNXEwgTYY_RJoe?I$U{HTxw#5TVDItRUqn1sr}#|B?mqxrd>X;~`2_J7cD|2e
zK9wL#Qz>#?Yr-#^TuKJgHy|!*$}f(T4}Jx8!VGH(b)H4jyJtR}DG(Nh>$$R0R6&3@
z3I_Y}F~|fG`Wg|(qfLyGtdd>KCW0v)zr1TvC6pwAP~twCoR)Hx&z@UKk0x&ik{%Bd
zwm`75g<xm1Egv9E&i*P|Ot@!Aj|r1sfQVRNzrR&Mga!T-2buFEZq~m(fw~<3vm3II
zZ<?1sWRazbAo{SMRq_I3%3^e|t#ox1yiC$nn_f<a)dD<km--mQlqF>!_f~C583kwm
z9)uMw%{joX-xL)R?`72<QX#eQo|Gv%H|oX3vThQ?D-F=Ph2<(Ni5|IvaNil27vMEw
z_|*+@??jI`GIjar{^a>o)D32JeFmf)>@~be&qtk^Q(&S&VVvXh4NzbwXQqV~$FfWW
zrHILBFV%mYRPs0cZ8l3Jbdq&u#aF1AZDdDPcUfa*Mjz$S9~eFVvn!x2U_su5XmVJZ
z34*!=2M@r!Hr%{lYf)Mzi*C}Bg?s*az&U#Xa)NtSk$jG6#%sb@^Dn=IMuxG-H;Ja6
zDcl-g)JJq|Zmb2J)@X9_@nNZs!!G6NhbzM4f?3GSppMOX+j++6X{8QX4~OtLEQim*
z8P&AN343lyo{sWMP}9Q!3j;-dO_9F!3zk23BcO7?df5w2o?%Gfn2xr_W|1(Uwjj6T
z&c#Z{j=+Pzv86WBX`!i5Yvf9?;!W3!yQA_t0z|!gy?k5=Cu}Xh3+GFE6*@&ENQ^>~
za^>R2Hk*FVDZrO>M!(0G1k;b+2;TN`Xlwl2XHK^uqf@i^N2z}QC(R;~hm{Rei+0M1
zG{6<XV%H=o!uwRj#>D@eoVqWDzxv?*+Tkz|bb1euTGWSb_pm<fs)3G}%!X`i+ssGX
zB*I(GKcwgcE2G#5b9HKyJVkPg%)zK$geFyFz0?kVW_XO8pt{vFB8y;PLh7cLEI!W7
z+1!x8S00sWD`jC5ZN14==|Nr|7&Snh4M=hSXZy%dy+!h%x^0B}4PO(FX_}XDhx^13
zp}V|^qRoDOkTXF&9-{otx;v}wsRXOL!KEr@s<a^)Rs3uTdZfB9(*g3A_)r`cXG!h%
zV*EV%oNMhP0xr9};y_;aY(Nmq{~$WA6LDv~fE+&y!9>sA(cvxN%IhFjD?d;Gpm9*G
z-dwyqH+CiM8#LWidTW&YRo*eMaFUJAH$!oZ=4qiEqh6oUOZ;@eMEk<3+Q23W`Ec->
z?A8;x;z*Fq3Rng2r!?dgwnBr(OCCH>qoIe<qS;_s*BfyUkMGo{X_7P2JMjQ4xK{t2
znSb@wemeftx}Np>e*HYQk5yF!V2cGb91FSs3HF<ux#Tg?2Si=hoU)spXN2$us+PJ@
zCAi~TX^>h?*zgx&oV+V3juijC^6u}AR$yW_XZQup#Epr^aT@Bn;YU7A6f#ij3~dbs
z=fw5#Tte$<>{pz;k);6EbrwZk@DY_VDeNw>Nqu3Bv<wcPE)c`Ykj-@nfC4F;M*AG1
zt*xA4jYWH#fcN$?SSVfeOAKFp&OU;%#)TDLpr>6;DN}1NIq8A>Hv6&7jzLNiD@=?~
zJx8t){Nm|;C0pL>Tz)5cvs_PAdOsUst~URu^wd!-uV^<Tp=n=)KDUE%Xpz$*R&pLT
zWBFUD!k!b!Y|HnA6ew5*xRWm_V%<luesmp6#A-%)v;wW|7|Gh9O+VzfYsa88pr2Re
z-HSYg$i~DWr|J2DciDSltnnD2DYm@e*QLFKq-0l~Q|XT+i@OL?Ewd4q#yzi}N?Y>D
zn2NGZ8y}ASbA|j8X_xxTMyM3Je;=omSGkzx+es*dU-dQ_pAAR=Fy!?*Qtd*jg6DXK
zlj+UBOAbzLxIV`Q&HZ$rN^+kYp;?eV3XP&-oVThNTrltqA!dRu_GS>7DO)D>-SY@O
ztHsyQf@f0gw;#M!$w9HUNiZRKKl&ukZ(GN?YH6~GKDtKq+FRu&?F)bN`H9y~B$=Oi
zF8tonGFVwgpNfACSjY=Fr}-$BsO0J1bN=g_T~kq)d5_G+y9)7C&1$Fihpg)QVQ~E~
zP$2N;6o|2_f|WL{EHGut6`QN7x|xcG8|MO7`GdV?iwaKU+U-vU{)2V#jDcVrg0G-x
z(sw?N4cM>FI*5|$;7MFiN8=1(s-IP%8BrMK`=It)tvOp705~#`j9pejrR9)RlVi+B
z!wYZw(3sJL%gTh)bKF0)&V_-G8BU84vrg2yREPR#b+|OcN5MM<p6k0;Le0y8cCuxC
z$St#`teWDdAbNibemJ#51)D#M?Jl1e`ZDl_#F}xam2FZGp?M5+nm)4cUIqPeBwb+z
z;d%x;=___12H1@sfKQrp_nxQY@1s`aWs^KG|J3f*o;rxAZ8lCrVS>R0yQY)|wicu)
z6=vFtaEMsTRlQnQ1>S0kWZCy?h>FzB80wN!52<E9>0mmxZy}t<nNp%i@Sp>N!LJYg
z>MR)`NPTA4t3qJJ<=o*pa^L*9J9E>p<CD#qce(!s1E8ymnif$sXhyf+NXfvmTOFB2
z;XNt&pl<Zg;BZ8c(OYcT>!}LhE4I(ybtuKHRhQv+Yd#8Y5+Rx-Zg0t9`*iibY_700
zleILEPyIqnDUO}P`@P=yL#Uys|Ituypy^?|OC_iWu0tdCETh)az|Bjt={vKFY)zJb
z3-h8L6L1aNTse@VVxneK_gYS`$<+$xRFbKcp_=#DKpR`NG|uHa(dbTMop-$0g(*Zc
zt`)D{lYFn%@%?nQ{JzQLzOcb%=^H!^^YpkLIj7M>l1+QO5x}%f$}BCMY4daerB8;i
zSU2};a<(~_&yU2NAxSychL@f4Z|Nfr%E{7E3;>$l-fCfwem#vvDfq3M9o?m~W@JwJ
z;>XuA$_vGKby=x!P7?-hNQUVuC)oVyt@dktv0)#rK~5Wj+Jn6NsoE{Wd*bWnun0i8
zqOQO8?ZV2Xh8wC-`?^$nXhU_;hePJPS&c44yCbIRu7`X=#+Ud&bMUtI^H9BtH9@it
z2XMSQgPX8X8n)-~b3KF1uIb>OH$MH~n5t0&%5SPSc9)&&$N&+3!OL3U%~->dTO!$b
z-8818&&GsBRj<d&(dXlOk$MphHhKi`LRqK=q0=37Vnf*Doo;qB&!{-r>X24P{jgRR
zH!^y&pS!Ml9TauTf#V&8o}+H0+MSfC3CK3i#ui6<(x2k+l|H3F<QC{!0gEd9-Nl|k
zCu-9^!quy)H5I%aVWUQ7DCTzGv(F<wd3FfpJ*>52;K`NM?=*82chogZpNF`j(`Zq8
zSnBWWX~sa}@fjMp6y&gVp3js}361s|1FSPSzmwfwqdFP@r|!kNK{Bsu9h~A91)Qey
zbBPs&Oh<fngOT~KrYzwtp{m+6ial<;cctW+nlh<CWv>D;x~eaHwkMqN?#WZ|s=j8v
z4~x5nt-gP&quo8+Dn$83SpPv^rY9dC-{dglka-Ue##L%`m5n6|q}}-i>S?#g5EV9-
zz)-Cz(1W+?z9jZRB*Xn0+1|Fc0FV~!PG2GDZ6)|}G+BFP2<PPu3g4q&f`Qe8=4WH`
z`zPa_G8Du%(e6&_$;~Gm4mrM~knIv#!^`u^Mz$J3tMnvVoQT@OO|1-&fNU#WDfEJ~
zxiPEdNgm@<{H?Imz|M3}MePP6V`SEci-PLPMu1K(^eJ|8V`3ACsz=YU0lrn&g+G2w
z{M}OI`GxB5E7YD5xAI6WF<+C(P@I!x<vk}m+Q>?;ypVUuE+>ICHoB(EPVUtP7%!+g
zfE@X=q+4sOp>9&K&s$G>0Z)+%Ws;EW?83rU0Y?9Cb2&X8xFy;YheNlMWh?0F9Sx5k
zhz*Gax*I;oPc^CM_<L2B1FVC#q#9ADH-_jD4k@p?bbp3*#haSiQES_ar(uru^fvvG
zbB6lYNbU;eh(wBJ&w^nus7-Yk|7_FY*@FX^(H?4_D(su(Ejh&z(^JvD<XoksQS(1j
zeW_v`-wpQPHS+qAIG(xw*Os9<>XXU0JVl6d_$Z3z4TJ#D{9k~JA4DiQL}b-4uEh3&
z9GwiSTsGkgtnkFRB0d6H!Yrvfj0v3B@?X^wo4QVszYVMy;mTZA8wLZza_VmMgxhAT
z!g^5uW!iue8d7t<Lc6?dQl$Hlli7&QGVgK(MX#X#t0ku!MMMzdbgc!)Cfu-1G;9n;
z?qdcZ!1hyNtHGfgDe*X7m+)CNiBQ)!k9<|XQRsnoJRRfsH$Zb#n17<>71T9xLu{d)
z6(xJP^l(Fe37m%LNe0fDC=B19mD6sm-~uZP>O_cbaRQG#E|z)MK+|{{c(%QzBo8Ne
z+o^+bm89^IoW{i5k0qea?dC2H@Lbev`VfFqN0b@ay&$O{c23l>_5*%f|DGu!oT+<A
z?Y5`$QP=|gUSaD!Zd@oj%f!HWX=lHdK^*~)jipryJ}|l%RcL)qG56&NzvF}s<w3p%
zJr(X^BUD{zn6R{=w`fC};dz;ZeQ6k~-4~Yfz^Ar->_SBA1v}~+?fRXLY?7QUpc4=u
z*iur!_fwdNB7C>i%bd0IUvgN(L{YaNdZYj_G(P90Ls(S-NvFg(;&jh8t@cR9%`qt+
zSfRMNfuJ(7p_|mV$#DrE$`6Vwke^<M>Hc?FgoVwaBIm>$VL6=R?r4LuQ|p6UeimTs
zLAjX2*=*HIMMXVy>sRs$kCcq$0e~9x2;vSxPorxct8L;+WPy653+n?QAx1cqjUWWg
z329i_3?*ykjH+0bxS)<wq}rOgg0z>E=U!vI>ST4Sj8He2Ty^-P2;%7j33r~25`k&r
zx9>>UlH7s9aqkn!Ur-2$+_b3aN2JAo<)BUw$sV;IGFH>tq(g><Mv56dfc><frxH&0
z=1<ls=>lA%=HD2li}vGFC7e$nQTGU*g%ZN+oJ3i@+wP8Qi8zvHntrz5*1>%bLD0Wm
zyX%{K85Elz%Z{vl5*?z8wHbM$bZ}Hhz?!<_ch(V=wB=q}<^27h>zJ+v^K$ZU<zEV&
zv$lPC5@F|gy`-<M1f}#l0nB3r>okl~;8fTW_*ZKbY8ShV4qXH#Xj%VgRD31t)!!Qi
zs@@I1Q$-+L;yC45gmg1F1ujLV<148K{g@6&=i-`C*Dm>uP9XF_i6x%{kA#7a;F{Fl
z#*cb$Yy5IMvUoUTK&ug<*<;g$Qx4EN6m#>GKLiq4BBcPnq_D3JVBdr}kfIkYMA)=`
zcj2DkK9C%+Zb)l_;g7k`m#xV=+sWkWUbpy}O#*C?U1r<QTS{>JMvt;hr)UjefBG#y
zULci3#YB@J)e+X>efYO!%kEUJ-<ivX$qHN2!|4gA-t#Eg+j5&cjk>xttMbOYTI3sf
zAZ;iscs_WW*Aq<z_<nt@QYyIU;4T@q0I}W8$lxvcV}fF{6H}dYkVg03eadt@IhjI}
zo^E;4+|{`ESTMZyU@ijdKVvkG<Wj~Y1iM#;FJAf89~1l*t7`YgSuQWnUhX1&=&}C7
zAva9pc;IrUPeR<Pq#iP`=r$pF^fZtr*gs3*b;N8lDC1iJQ2SP;2h$|6rA636S%#(z
zeRYG?m%o5AkJXG!v15kBxtyt}L#{(?7o_fPljpFRZ^CqPCcdAY7ANKr-E>#SooT7>
zmrGmD&zB;Kv@c#t8W^`J0N+lnBNM%~d7;^2B~kqC-LFL}XN59Sm6EW&jlB-_-Z1yV
zL>TuE$^F3w+@g8(yNS*lJw-H2jQ(QoRUXAPkJq#biP2{;T`(Cv@g^~8vE)|!?b=4G
zuD~rD8hI$1$T9DGzIY*H3{aFEq6=@bH9e&@vcCUGHVHM<)@Z9@NH3l3Gsw+vSh$Ii
zwsi03WK<?^rwm`LB5g>ynmIh@&>oWZ4R@H!x6f1qz=9hK`EeaF5uO+ezl4~b{}52`
z>ll`Y#7KxQd<tUny0b${RQsaECxB5!lzv$BP!j+FZ-uB{m$x?gm7f}qT}ET+8QQRD
z{sh(RIk;3?B(W5l{)3({8UEndt%wwRlLRvcep{nhg>M=5Z^8=RT+lA6!({DWS=^g9
zP;F*)z=O7Uv^SmhLZM{_l5WkgeGB{afNBpGaeoJyslDIx`v<hvnw1J3Fm_J*Yeunw
z1mT``-srSdxBr!~4kr+}4SQb(UyB||Qpc1JVKPKJ{2Smu>Wo6Wy0L*36SksJVOGvl
zVBLNa^ZPwihsT>80*8O!Em%F-TUd)-Y!-|U5TX=Aqst`1@Qa9eVg$;986m!!j+B!{
z>!%{WbDbqz7-Qf8_`p-24PB_6)CGdol;hauj$4@?CXB9ZKWI7}BpW|#Zd?BG4SeCE
zH(Kwf@3#3PSfee__1KIrbi`3v;<VRL$aAwzogF+a`aZ}he+RT~`4Zpg8Lrj!Vd=^p
z;4a;rPme>|^Vs+_2uyonkGVpYl_-Vpu_Oui(PhHU2dU>Oh8TE+R%G;U6d!+YwSlNo
zIES$q6LRw~IItLvoWfkbF!*Jy3F><5+2F&xT1U{Axrh`a0gSQex-9jrvAptsX71cv
zGx2h6g+#l4jr1tVYgSEGE`h{BIlv4844E>7bmsio1_f2o?ec#;GgIp$fQbm>t+u69
zu-}fQ)6a7j{Yj&M`+^xYmDG~yrI%Rs+m<?7bA|-gC}Ivj7doOfQ`#?s?$(x}sNpzK
z$v}O)oGELn9RHXYkuB&Ms%^C=MENXA7jJ?ckyJpf@TZguXEqNS^)IK%0eC?Xz<&z8
zMRD8*-Ms_NK>Kv$ygetdRkY+>$&Pl!GN>?t@c#t+&Tzhb;2!WX=-a5Xol154`$MbZ
zji(83eDVJi@9(XvGFC9!VJE^GP9pZW571<Erg9~A_TY8KQ?U=SrV_Ca`jU3=CZJ%s
z_^nnJ+aSln?f}Q&ureqsw%@f&t?Ye}_hPzh-osM=oslJ4Sq>Gsh=`hhY<BbL-lp8s
zZ=B(fe6q@mwH;0Rrx;SN9VgWYMx8=?eYV`6XJ(o`d^46P#jmDAK732PWLweKup|@g
zoW5LQssHfCv(8jw;B<2YXQ~D}D2xB&5z}|mVT?6EthT>lir)J^%_2cu?tqpaZ=w*t
zggs25`lf5cnX=iecCfJ|#@LTA$>{b9a%^8j<Y6C*IDDDOpnJ=<N4}~D@iNu9856@i
zf!Nm*)1l+4RLvmVU9|m8$T1OQ$zbgwItgHf&Ztmdl0By2z`0(PwudRct*Cwj)(o=y
z1s(yY%-r6(kQ<3ub35e(`Z({}+F-};m>X15H`hwHl=u$#`h5T9>-uRLdn)KbX>wMV
z%$1eZJC43#Q@rzr%9(q=y8DvdkTIc`;UJ2WjyXn{RCA<JVXyUqa3~RmQnF4^sCI`r
zysa8$`#!%t)O)$PGt!w-{Kl}k#8!sVfjbXKZKRW{e}X~C8g0?OIg8Pm9JXL>AzbX_
z+zq=+2$;vw6?)57U;bs?19=*DmmGv{`^+K#fAxpiv{_n?&X@)1`X*b)G))bl3|PAy
z68mO!U`%{@3Lc6(!zD*7+>hg0nhUUloj05=71zi|;p(AcIKbR|R(r>xW$vp0;?+t!
zXtsygJw4v=2JbPu=X8U}N&KbNXT8qEysTYh*5M0nr;c@>8`OTBkle|5yQz{QDn*pm
zJJrkTkDIn`nW_CCVcM}OXIOJh&}R~$_8#ePYg#+5FCAzz>J5>Ask*KKjr!xP$wr*9
zW#Uao`?-jGIUn|x&`DdG9?)Zed4sc9J|7#VeIri}h9AM2{Lv}S@ahwrQn_xV1>GvS
z1n%MC<#PVMwZ_r9%+pwRIPbGFKC8fGO}WO*z<(t<X5>3>>y8sMsZeC$J;;0mD9N0R
z>NsAGQXxU%;p!c$tmKAx6Mw!i5=7`Ya*u`|gF?@3x-RQjqCe=*Vgiu1L56=<`q!cf
zmw;{uM2{p!fHBwNNdBKwKZ>~1ai~=BhbvzlzXn&SbEz+PT(rn@nsgKL^*#;h-j0QB
z&V-$sY9siQZPqeiTCdI81nC;);JY9CKXhF(QJVT~Q~vKQjsnYTg@*Z1Ck91JKXZ%L
zBV#3hglLij0@w{`xx<DoN`z)y>O<z;lz&|&_o$X)Nt-)1WZ6J#+fGAIfFGE;&gGc!
z{o)MYr~tu?g0y*EjsPpG_t2xftj@A<F3mH6Ui&W)A|wx@>zC-Pxr>A*B{5*{6E<*%
zeknJaB3m*o-~oI&Qb_a|v0hisS%^qIDm>rW#ef-rsIaPiD5BWj&V(7Rw)Sh-<(b9t
zMvwW`NZ*u2mkydDi>+T7M7Y8>-jhyV14bro7H&MKZ|r}h95XX>25i{bC^B&sm?<g-
zo|5&>>J-7k4GpUVK9C|(X#5z~B$tnR^8*4!Mxmqbn4pL~{{gH~&R1D|s!pj_iV$ks
z43Lx;_|YYD1`*qR&T93o{s%N_EQteFC~FGGC?fz_%0+IeoRpT5>e?(wXgT|;sCM4Z
zb@x=@|4{qU;Bvw|+O!CXcFk{Y3?KxYbX>G$th(48_scZJ_KR8jX|#z6=-1WCWvnNt
z%O3@wc|R0`^_ia7I(h_fY*XJ$^?5*gln1HHjUEs3o(Zcv7Ues3m<G&D1o(ACRY;P+
zEIy?Mys1He1z!y@?y}s|ZbR9f5*|Y9%R&tf#=60@MiML)ZzyGnTws3NQIa_r2Q9Rk
zY8RP4|DQW*s-fJ5MQgR{-V3wt801Pdo$e<!gV@(qQ(K?c>HEopU$C47#>s$;89YKx
z^ld}Jcxb)ki?^RGufq;GkWN{#<OG=b?lh98RyGLxz&W*5Iku^;k;~UW7R-Ea!VmXG
zE8PUK)^ny<3*PttEnopM|Gxz+I!ye-jCuYHH;|-)D80m(d@DtUbkkuuM|9!%A*ew$
z;DiGf<xwT#1RxVC<-EcW>lD9;-EPokX41OWc>J+ab2A77xp@ehOKRL^D}?adR?IQ+
z+&_Guh8m*?D#lFI<V85F>}JI;oh7o-Hr<pCxmGu7tvc5c6Jb8{F>dyF3HDkXtl&K|
zEl&~K|Fq;G4=McCbI$z2RC<q3Xi{hp@^zD7zquF*A8-s+?T3YDM>%A+BdBVaqdddY
zRj9|3-@1pLdz0Wm(GZ(&W>`mLGeyv^0pGG}zAMqTjMT~p<7tAzB+dZk_t_TRoa}1i
z^gm~+El)_82Gr^WY~PeE@VZhP`8~5>hS(EY<$pif4f0Zd+n9NSvG!q<uDO=k*5cC&
z!0tilsxjU#Fyy;0bBS!}^3B87+~?EIMwA6|sCj>_ph-Fb%NPmU2J-BG%u>JtbRRo`
zc^Aj4=A>eg9-_-Sn@xzi`j<pZzdZVqv=ZEY9j-6veNeGZ^jC3Z2~5+z!-i`+)N<@x
zn-(cDKI&*VAJV|^Z$Fh5Z;@Z8`1k-PjxX3EkU0eIql61&!9s3E3i+Ta{H<GA;rF=&
z3xoU@;ti>SvnqH`bj0h|l6*g_QI`NL?ERSDqihmO9e>*||EfQON_`HeA!Ro2^`AD-
z@bhq_+=rN**5?cDZRLIf92&uIl|eVWQmhDZ;}<HgBgm)FJ(tKOL-gtsH^%^v@3*~Q
z9~IEfoi7(JJ-ED4aHxGaFG{VQ?l6a3pk5|%Z$W<;MKfUR4(AF?v4WXA4A5O0T2@lj
zpndoztWB||5`J-K^4;wlaKK~pmKyLHAU`O<!Txeg+w*M^Yhw7`0YL3JKx!2)R^~{8
zHo&8bn{hRvxNY5dt9a2GrCb7v#+!PIDF#88R!rEX(Q1-N1+>Rlg0n|MD|IG3QkA<V
zPq#3&*4o+Q*eL4ZSVS#Bi<Q+CJ?V{E`qjvPyJ!^G`I(`MY31@rphOfUh~w@$8wkQS
z;#kWn(lMQrvlzgTf_#!!AXy)pB^QJHVioZURKmeHkcz0whLaCV9s>cfhJeq*=R7bh
ziz?UDqLoT?PuYEB4K_b($+V{Wy&n-5yFLmANbB^muohXasE%vAR8j$!T3XVBA0ZRi
z*9Dz_A;<qL$vhw>D0*~*iqA|+P&~tt;g3WhhVf!L`#6R@MS;sT&E;UaNwhJ>RHoFH
z(Y@@a3UR)rxZ2)~jG+Ts&7!}1x=`4;{G(tq8&ga8JleTZ3_#;nr52Pzlo<qhn!u<S
zr3}34*sD1SE!WkTi@ofWyhd-0MtN`kAu=BJ;4IW4d=<#YL)g%sa>meW!QSucfHN)E
zTTKZFl>8ezoFhY`;1d#VlU(9iDm50ruQ#X62%MN(-!SrTVK%_hDgR{;Ca~cb2^=*y
zN`5gYP9+=EAT=P9k}zEs=Ue?CJ@$IP)%Ic#>1=w2+4K33@r1Myvw}91SE~ghh%}qr
zH<cD6nTR<A3m@wdf291kQfoc8A2MR+I7vByY9>#pmxR=aIsu^-nyM!_+aAzujY#P;
zbW1g&5>%lqWdUHWJoqi`lu*PM_N@W&%1=eiCz60=irH$iuCPnx&sCl%<o%llf|@@c
zjt8BXG2EUlGwjJv&mbD;pn=Vvx(HT|_ta*nhbyOrdnPF~jZ)MeA@3EJGSe#@<RN6c
z$}sFE45kdlUOw$;#GM)B^?I&W3hB>ii~;KPOsHolWe7+LV$X{--u9N8tecAqbPJ(=
z$<n&DIvTdGR^`B48;Ud*&~}*Gi<xU>7(w-$u^UI7VvJYsk445O(!T%^SJKp1j>6VV
z$$|8*XgD(#FuoI-;f8yczoh;um#ho!KS#xx9`CiU11P&IdHW>^QyqY79TDt2+qYJC
z(B@pd<N*X1qs?SYzkCkt{6qP@FumX;tl0lxf)2LpFaE-dy+f_0coQ_7#1+FnXfr_m
zKL7rtLg2Xu`?{hk)kF!qu+rE}$nPEZ(#1i}82@EFE_*3Q*ZEuIML}zl>qF&G<v9-g
zL@P~+U~{kr?D!Cy?b2=Gexaw8O1bgJQ;6Upbs^wB$a>xj2jPs|3w(vxHCHozDp{t<
zN+g?*dDal!9T$k|kd%C#>Gb^0SJsquOn+PY6J-i!4a*r+{Ph9*#mZ9oUfvpgF}=`(
z&!NU+)FGC?PQ<J9t_%M#a{Nh>M1knLylm_W{@_$^>nP*$IXzpmiA}+#F*^7tEd=*~
zP(${35>UlbH}aX>r@qcVU!Hbt$!q6xerTyvJw`=9=I}&IzW-c;4m!6zs;-}$`+WC>
e#R>Up_2OSsyy%z1m0nNx`M8z(2^epJ-uizAx?7L{

diff --git a/docs/build/html/plot_functions.html b/docs/build/html/plot_functions.html
index 5829713b7..8df452016 100644
--- a/docs/build/html/plot_functions.html
+++ b/docs/build/html/plot_functions.html
@@ -14,6 +14,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.plot_functions">
-<span id="plot-functions-module"></span><h1>plot_functions module<a class="headerlink" href="#module-binarycpython.utils.plot_functions" title="Permalink to this headline"></a></h1>
+<span id="plot-functions-module"></span><h1>plot_functions module<a class="headerlink" href="#module-binarycpython.utils.plot_functions" title="Permalink to this heading"></a></h1>
 <p>Module that contains functionality to plot some properties of (binary) systems.</p>
 <p>Different routines are defined here to plot orbits, masses, angular momenta etc.</p>
 <dl class="simple">
@@ -377,9 +378,9 @@ This is not included in all the plotting routines.</p></li>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/population_extensions/HPC.html b/docs/build/html/population_extensions/HPC.html
index f3ba0ac7e..5bc9d2ee7 100644
--- a/docs/build/html/population_extensions/HPC.html
+++ b/docs/build/html/population_extensions/HPC.html
@@ -14,6 +14,7 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.population_extensions.HPC">
-<span id="population-class-extension-hpc-module"></span><h1>Population class extension: HPC module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.HPC" title="Permalink to this headline"></a></h1>
+<span id="population-class-extension-hpc-module"></span><h1>Population class extension: HPC module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.HPC" title="Permalink to this heading"></a></h1>
 <p>Module containing the functions to HPC functionality</p>
 <p>These functions form a single API through which you can access HPC resources.</p>
 <p>Generally, you should call an HPC function rather than the Slurm or Condor interface
@@ -135,7 +136,7 @@ Condor API.</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="binarycpython.utils.population_extensions.HPC.HPC">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">binarycpython.utils.population_extensions.HPC.</span></span><span class="sig-name descname"><span class="pre">HPC</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/binarycpython/utils/population_extensions/HPC.html#HPC"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#binarycpython.utils.population_extensions.HPC.HPC" title="Permalink to this definition"></a></dt>
-<dd><p>Bases: <a class="reference internal" href="condor.html#binarycpython.utils.population_extensions.condor.condor" title="binarycpython.utils.population_extensions.condor.condor"><code class="xref py py-class docutils literal notranslate"><span class="pre">binarycpython.utils.population_extensions.condor.condor</span></code></a>, <a class="reference internal" href="slurm.html#binarycpython.utils.population_extensions.slurm.slurm" title="binarycpython.utils.population_extensions.slurm.slurm"><code class="xref py py-class docutils literal notranslate"><span class="pre">binarycpython.utils.population_extensions.slurm.slurm</span></code></a></p>
+<dd><p>Bases: <a class="reference internal" href="condor.html#binarycpython.utils.population_extensions.condor.condor" title="binarycpython.utils.population_extensions.condor.condor"><code class="xref py py-class docutils literal notranslate"><span class="pre">condor</span></code></a>, <a class="reference internal" href="slurm.html#binarycpython.utils.population_extensions.slurm.slurm" title="binarycpython.utils.population_extensions.slurm.slurm"><code class="xref py py-class docutils literal notranslate"><span class="pre">slurm</span></code></a></p>
 <p>Extension to the population grid object that contains functionality to handle handle the Moe &amp; distefano distributions</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="binarycpython.utils.population_extensions.HPC.HPC.HPC_can_join">
@@ -374,9 +375,9 @@ and (if given) the string passed in.</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/population_extensions/Moe_di_Stefano_2017.html b/docs/build/html/population_extensions/Moe_di_Stefano_2017.html
index d37b69167..149ef3e36 100644
--- a/docs/build/html/population_extensions/Moe_di_Stefano_2017.html
+++ b/docs/build/html/population_extensions/Moe_di_Stefano_2017.html
@@ -14,6 +14,7 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.population_extensions.Moe_di_Stefano_2017">
-<span id="population-class-extension-moe-di-stefano-2017-module"></span><h1>Population class extension: Moe_di_Stefano_2017 module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.Moe_di_Stefano_2017" title="Permalink to this headline"></a></h1>
+<span id="population-class-extension-moe-di-stefano-2017-module"></span><h1>Population class extension: Moe_di_Stefano_2017 module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.Moe_di_Stefano_2017" title="Permalink to this heading"></a></h1>
 <p>Module containing the functions to handle the Moe&amp;Distrefano data</p>
 <p>This class object is an extension to the population grid object</p>
 <dl class="py class">
@@ -192,9 +193,9 @@ then set the distribution functions</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/population_extensions/analytics.html b/docs/build/html/population_extensions/analytics.html
index f7664a723..1a0fa6f4d 100644
--- a/docs/build/html/population_extensions/analytics.html
+++ b/docs/build/html/population_extensions/analytics.html
@@ -14,6 +14,7 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.population_extensions.analytics">
-<span id="population-class-extension-analytics-module"></span><h1>Population class extension: analytics module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.analytics" title="Permalink to this headline"></a></h1>
+<span id="population-class-extension-analytics-module"></span><h1>Population class extension: analytics module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.analytics" title="Permalink to this heading"></a></h1>
 <p>The class extension for the population object that contains analytics functionality</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="binarycpython.utils.population_extensions.analytics.analytics">
@@ -181,9 +182,9 @@ the time elapsed if otherwise or if force is True</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/population_extensions/cache.html b/docs/build/html/population_extensions/cache.html
index 65b41b49e..6f3b0bf61 100644
--- a/docs/build/html/population_extensions/cache.html
+++ b/docs/build/html/population_extensions/cache.html
@@ -14,6 +14,7 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.population_extensions.cache">
-<span id="population-class-extension-cache-module"></span><h1>Population class extension: cache module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.cache" title="Permalink to this headline"></a></h1>
+<span id="population-class-extension-cache-module"></span><h1>Population class extension: cache module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.cache" title="Permalink to this heading"></a></h1>
 <p>File containing the class extension for the population object that contains cache functionality</p>
 <p>Module containing (e.g. LRU) cache functionality for binary_c-python.</p>
 <p>We use cachetools when possible because this allows us to set up the
@@ -138,7 +139,7 @@ Please see the LRU_* options in there.</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="binarycpython.utils.population_extensions.cache.cache.NullCache">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">NullCache</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/binarycpython/utils/population_extensions/cache.html#cache.NullCache"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#binarycpython.utils.population_extensions.cache.cache.NullCache" title="Permalink to this definition"></a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">cachetools.Cache</span></code></p>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Cache</span></code></p>
 <p>A cachetools cache object that does as little as possible and never matches.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="binarycpython.utils.population_extensions.cache.cache.NullCache.__delitem__">
@@ -215,9 +216,9 @@ given caches of size self.grid_options[‘function_cache_size’][func]</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/population_extensions/condor.html b/docs/build/html/population_extensions/condor.html
index 908266942..73872ab04 100644
--- a/docs/build/html/population_extensions/condor.html
+++ b/docs/build/html/population_extensions/condor.html
@@ -14,6 +14,7 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.population_extensions.condor">
-<span id="population-class-extension-condor-module"></span><h1>Population class extension: condor module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.condor" title="Permalink to this headline"></a></h1>
+<span id="population-class-extension-condor-module"></span><h1>Population class extension: condor module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.condor" title="Permalink to this heading"></a></h1>
 <p>The class extension for the population object that contains the Condor functionality</p>
 <p>TODO: there are many uses of $&lt;variable name&gt; in this file but this is not perl and we should replace them by actual format placeholders</p>
 <dl class="py class">
@@ -234,9 +235,9 @@ TODO: Comment this function better</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/population_extensions/dataIO.html b/docs/build/html/population_extensions/dataIO.html
index 412aa2aff..5e625963f 100644
--- a/docs/build/html/population_extensions/dataIO.html
+++ b/docs/build/html/population_extensions/dataIO.html
@@ -14,6 +14,7 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.population_extensions.dataIO">
-<span id="population-class-extension-dataio-module"></span><h1>Population class extension: dataIO module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.dataIO" title="Permalink to this headline"></a></h1>
+<span id="population-class-extension-dataio-module"></span><h1>Population class extension: dataIO module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.dataIO" title="Permalink to this heading"></a></h1>
 <p>File containing the class extension for the population object that contains data input-output (IO) functions</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="binarycpython.utils.population_extensions.dataIO.dataIO">
@@ -393,9 +394,9 @@ passed to json.dumps)</p></li>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/population_extensions/distribution_functions.html b/docs/build/html/population_extensions/distribution_functions.html
index f1d6fcc16..2a08d81af 100644
--- a/docs/build/html/population_extensions/distribution_functions.html
+++ b/docs/build/html/population_extensions/distribution_functions.html
@@ -14,6 +14,7 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.population_extensions.distribution_functions">
-<span id="population-class-extension-distribution-functions-module"></span><h1>Population class extension: distribution_functions module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.distribution_functions" title="Permalink to this headline"></a></h1>
+<span id="population-class-extension-distribution-functions-module"></span><h1>Population class extension: distribution_functions module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.distribution_functions" title="Permalink to this heading"></a></h1>
 <p>Module containing the predefined distribution functions</p>
 <p>The user can use any of these distribution functions to
 generate probability distributions for sampling populations</p>
@@ -340,7 +341,7 @@ TODO: fix description to be correct for python</p>
 <dd class="field-even"><p>returns 0</p>
 </dd>
 <dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>returns the value of 1/(max_bound-min_bound) If val is provided, it will check whether min_bound &lt; val &lt;= max_bound. if not</p>
+<dd class="field-odd"><p>returns the value of 1/(max_bound-min_bound). If val is provided, it will check whether min_bound &lt; val &lt;= max_bound. if not</p>
 </dd>
 </dl>
 </dd></dl>
@@ -833,9 +834,9 @@ and is be given by dp/dlogP ~ (logP)^p for all other binary configurations (defa
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/population_extensions/grid_logging.html b/docs/build/html/population_extensions/grid_logging.html
index 87fc47987..368d37c4a 100644
--- a/docs/build/html/population_extensions/grid_logging.html
+++ b/docs/build/html/population_extensions/grid_logging.html
@@ -14,6 +14,7 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.population_extensions.grid_logging">
-<span id="population-class-extension-grid-logging-module"></span><h1>Population class extension: grid_logging module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.grid_logging" title="Permalink to this headline"></a></h1>
+<span id="population-class-extension-grid-logging-module"></span><h1>Population class extension: grid_logging module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.grid_logging" title="Permalink to this heading"></a></h1>
 <p>The class extension for the population object that contains logging functionality</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="binarycpython.utils.population_extensions.grid_logging.grid_logging">
@@ -179,9 +180,9 @@ system_number: the system number</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/population_extensions/grid_options_defaults.html b/docs/build/html/population_extensions/grid_options_defaults.html
index 70b90c9d1..0ce8ebc57 100644
--- a/docs/build/html/population_extensions/grid_options_defaults.html
+++ b/docs/build/html/population_extensions/grid_options_defaults.html
@@ -14,6 +14,7 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.population_extensions.grid_options_defaults">
-<span id="population-class-extension-grid-options-defaults-module"></span><h1>Population class extension: grid_options_defaults module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.grid_options_defaults" title="Permalink to this headline"></a></h1>
+<span id="population-class-extension-grid-options-defaults-module"></span><h1>Population class extension: grid_options_defaults module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.grid_options_defaults" title="Permalink to this heading"></a></h1>
 <dl class="simple">
 <dt>Module that contains the default options for the population grid code along with the description for these options, in the form of dictionaries:</dt><dd><ul class="simple">
 <li><p>grid_options_defaults_dict: dictionary containing the default values for all the options</p></li>
@@ -242,9 +243,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/population_extensions/gridcode.html b/docs/build/html/population_extensions/gridcode.html
index 848265f27..843b91740 100644
--- a/docs/build/html/population_extensions/gridcode.html
+++ b/docs/build/html/population_extensions/gridcode.html
@@ -14,6 +14,7 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.population_extensions.gridcode">
-<span id="population-class-extension-gridcode-module"></span><h1>Population class extension: gridcode module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.gridcode" title="Permalink to this headline"></a></h1>
+<span id="population-class-extension-gridcode-module"></span><h1>Population class extension: gridcode module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.gridcode" title="Permalink to this heading"></a></h1>
 <p>Module containing the gridcode generation functions for the binarycpython package.</p>
 <p>This class object is an extension to the population grid object</p>
 <dl class="py class">
@@ -298,9 +299,9 @@ of the self.grid_options[“_grid_variables”] dictionary.</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/population_extensions/metadata.html b/docs/build/html/population_extensions/metadata.html
index ce11c6cd3..1ca5312d6 100644
--- a/docs/build/html/population_extensions/metadata.html
+++ b/docs/build/html/population_extensions/metadata.html
@@ -14,6 +14,7 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.population_extensions.metadata">
-<span id="population-class-extension-metadata-module"></span><h1>Population class extension: metadata module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.metadata" title="Permalink to this headline"></a></h1>
+<span id="population-class-extension-metadata-module"></span><h1>Population class extension: metadata module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.metadata" title="Permalink to this heading"></a></h1>
 <p>Module containing the metadata functions for the binarycpython package.</p>
 <p>This class object is an extension to the population grid object</p>
 <dl class="py class">
@@ -167,9 +168,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/population_extensions/slurm.html b/docs/build/html/population_extensions/slurm.html
index 2fca66f7e..65a436b2d 100644
--- a/docs/build/html/population_extensions/slurm.html
+++ b/docs/build/html/population_extensions/slurm.html
@@ -14,6 +14,7 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.population_extensions.slurm">
-<span id="population-class-extension-slurm-module"></span><h1>Population class extension: slurm module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.slurm" title="Permalink to this headline"></a></h1>
+<span id="population-class-extension-slurm-module"></span><h1>Population class extension: slurm module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.slurm" title="Permalink to this heading"></a></h1>
 <p>Module containing the Slurm functions for the binarycpython package.</p>
 <p>This class object is an extension to the population grid object</p>
 <dl class="py class">
@@ -235,9 +236,9 @@ TODO: Comment this function better</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/population_extensions/spacing_functions.html b/docs/build/html/population_extensions/spacing_functions.html
index 186fcce7c..7f33a16dc 100644
--- a/docs/build/html/population_extensions/spacing_functions.html
+++ b/docs/build/html/population_extensions/spacing_functions.html
@@ -14,6 +14,7 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.population_extensions.spacing_functions">
-<span id="population-class-extension-spacing-functions-module"></span><h1>Population class extension: spacing_functions module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.spacing_functions" title="Permalink to this headline"></a></h1>
+<span id="population-class-extension-spacing-functions-module"></span><h1>Population class extension: spacing_functions module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.spacing_functions" title="Permalink to this heading"></a></h1>
 <p>Module containing the spacing functions for the binarycpython package. Very under-populated at the moment, but more are likely to come soon</p>
 <p>This class object is an extension to the population grid object</p>
 <dl class="simple">
@@ -322,9 +323,9 @@ not that the integral is 1.0</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/population_extensions/version_info.html b/docs/build/html/population_extensions/version_info.html
index a9bc813c4..82fab3d95 100644
--- a/docs/build/html/population_extensions/version_info.html
+++ b/docs/build/html/population_extensions/version_info.html
@@ -14,6 +14,7 @@
         <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
         <script src="../_static/jquery.js"></script>
         <script src="../_static/underscore.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="../_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="../_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.population_extensions.version_info">
-<span id="population-class-extension-version-info-module"></span><h1>Population class extension: version_info module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.version_info" title="Permalink to this headline"></a></h1>
+<span id="population-class-extension-version-info-module"></span><h1>Population class extension: version_info module<a class="headerlink" href="#module-binarycpython.utils.population_extensions.version_info" title="Permalink to this heading"></a></h1>
 <p>File containing the class object containing the functions to handle binary_c version info.</p>
 <p>This class will be used to extend the population object</p>
 <p>NOTE: could these functions not just be normal functions rather than class methods? I see hardly any use of the self</p>
@@ -199,9 +200,9 @@ dictionary</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/py-modindex.html b/docs/build/html/py-modindex.html
index f194b6c66..bcd57d756 100644
--- a/docs/build/html/py-modindex.html
+++ b/docs/build/html/py-modindex.html
@@ -13,6 +13,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -222,9 +223,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/readme_link.html b/docs/build/html/readme_link.html
index 435d699be..7465f5537 100644
--- a/docs/build/html/readme_link.html
+++ b/docs/build/html/readme_link.html
@@ -14,6 +14,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -41,9 +42,10 @@
               <p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="current reference internal" href="#">Python module for binary_c</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="#requirements">Requirements</a></li>
-<li class="toctree-l2"><a class="reference internal" href="#environment-variables">Environment variables</a></li>
-<li class="toctree-l2"><a class="reference internal" href="#build-instructions">Build instructions</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="#installation">Installation</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="#python-requirements">Python requirements</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#environment-variables">Environment variables</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#build-instructions">Build instructions</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#installation-via-pip">Installation via PIP:</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#installation-from-source">Installation from source:</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="#after-installation">After installation</a></li>
@@ -51,10 +53,17 @@
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="#examples">Examples</a></li>
-<li class="toctree-l2"><a class="reference internal" href="#usage-notes">Usage notes</a></li>
-<li class="toctree-l2"><a class="reference internal" href="#documentation">Documentation</a></li>
-<li class="toctree-l2"><a class="reference internal" href="#development">Development:</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#usage">Usage</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="#examples">Examples</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#usage-notes">Usage notes</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#documentation">Documentation</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="#development">Development:</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="#building-documentation">Building documentation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="#running-unit-tests">Running unit tests</a></li>
+</ul>
+</li>
 <li class="toctree-l2"><a class="reference internal" href="#faq-issues">FAQ/Issues:</a></li>
 </ul>
 </li>
@@ -115,34 +124,29 @@
 }
 </style>
 <section id="python-module-for-binary-c">
-<h1>Python module for binary_c<a class="headerlink" href="#python-module-for-binary-c" title="Permalink to this headline"></a></h1>
+<h1>Python module for binary_c<a class="headerlink" href="#python-module-for-binary-c" title="Permalink to this heading"></a></h1>
 <p>Docstring coverage:</p>
 <a class="reference external image-reference" href="./badges/docstring_coverage.svg"><img alt="docstring coverage" src="_images/docstring_coverage.svg" /></a>
 <p>Test coverage:</p>
 <a class="reference external image-reference" href="./badges/test_coverage.svg"><img alt="test coverage" src="_images/test_coverage.svg" /></a>
+<p>Powered by:</p>
+<a class="reference external image-reference" href="http://www.astropy.org/"><img alt="![astropy](http://img.shields.io/badge/powered%20by-AstroPy-orange.svg?style=flat)" src="http://www.astropy.org/" /></a>
 <p>Binary population synthesis code that interfaces with binary_c. Based on a original work by Jeff Andrews. Updated and extended for Python3 by David Hendriks, Robert Izzard.</p>
 <p>The current release is version <a class="reference external" href="VERSION">version</a>, make sure to use that version number when installing!</p>
-<section id="requirements">
-<h2>Requirements<a class="headerlink" href="#requirements" title="Permalink to this headline"></a></h2>
+<section id="installation">
+<h2>Installation<a class="headerlink" href="#installation" title="Permalink to this heading"></a></h2>
+<p>To install binary_c-python we need to make sure we meet the requirements of installation, and</p>
+<section id="python-requirements">
+<h3>Python requirements<a class="headerlink" href="#python-requirements" title="Permalink to this heading"></a></h3>
 <p>To run this code you need to at least have installations of:</p>
 <ul class="simple">
-<li><p>Python 3.6 or higher</p></li>
-<li><p>binary_c version 2.1.7 or higher</p></li>
-</ul>
-<p>And the following python packages (which will get installed automatically when installing with pip):</p>
-<ul class="simple">
-<li><p>numpy</p></li>
-<li><p>pytest</p></li>
-<li><p>h5py</p></li>
-<li><p>pathos</p></li>
-<li><p>pandas</p></li>
-<li><p>astropy</p></li>
-<li><p>matplotlib</p></li>
-<li><p>py_rinterpolate</p></li>
+<li><p>Python 3.7 or higher (3.6 is EOL, and we are using 3.9 for development)</p></li>
+<li><p>binary_c version 2.2.0 or higher</p></li>
 </ul>
+<p>The packages that are required for this code to run are listed in the requirements.txt, which automatically gets read out by setup.py</p>
 </section>
 <section id="environment-variables">
-<h2>Environment variables<a class="headerlink" href="#environment-variables" title="Permalink to this headline"></a></h2>
+<h3>Environment variables<a class="headerlink" href="#environment-variables" title="Permalink to this heading"></a></h3>
 <p>Before compilation you need to have certain environment variables:</p>
 <p>Required:</p>
 <ul class="simple">
@@ -153,55 +157,77 @@
 </ul>
 </section>
 <section id="build-instructions">
-<h2>Build instructions<a class="headerlink" href="#build-instructions" title="Permalink to this headline"></a></h2>
+<h3>Build instructions<a class="headerlink" href="#build-instructions" title="Permalink to this heading"></a></h3>
 <p>First, make sure you have built binary_c (See <code class="docutils literal notranslate"><span class="pre">$BINARY_C/doc/binary_c2.pdf</span></code> section: installation for all the installation instructions for <code class="docutils literal notranslate"><span class="pre">binary_c</span></code>)) and that it functions correctly.</p>
+</section>
 <section id="installation-via-pip">
-<h3>Installation via PIP:<a class="headerlink" href="#installation-via-pip" title="Permalink to this headline"></a></h3>
+<h3>Installation via PIP:<a class="headerlink" href="#installation-via-pip" title="Permalink to this heading"></a></h3>
 <p>To install this package via pip:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">pip</span> <span class="n">install</span> <span class="n">binarycpython</span>
 </pre></div>
 </div>
-<p>This will install the latest stable installation that is available on pip.</p>
+<p>This will install the latest stable installation that is available on Pip. The version on the master branch should be the same version as the latest stable version on Pip</p>
 </section>
 <section id="installation-from-source">
-<h3>Installation from source:<a class="headerlink" href="#installation-from-source" title="Permalink to this headline"></a></h3>
-<p>We can also install the package from source, which is useful for development versions and when you want to modify the code. It is recommended that you install this into a virtual environment. From within the root directory, run</p>
+<h3>Installation from source:<a class="headerlink" href="#installation-from-source" title="Permalink to this heading"></a></h3>
+<p>We can also install the package from source, which is useful for development versions and when you want to modify the code. It is recommended that you install this into a virtual environment. From within the <code class="docutils literal notranslate"><span class="pre">commands/</span></code> directory, run</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">./</span><span class="n">install</span><span class="o">.</span><span class="n">sh</span>
 </pre></div>
 </div>
-<p>This will install the package, along with all the dependencies.</p>
+<p>This will install the package, along with all the dependencies, into the current active (virtual) python environment.</p>
 <p>If this is not the first time you install the package, but rather rebuild it because you made changes in either binary_c or binarycpython, you can run</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">./</span><span class="n">install_without_dependencies</span><span class="o">.</span><span class="n">sh</span>
 </pre></div>
 </div>
 <p>to reinstall just binarycpython.</p>
 <section id="after-installation">
-<h4>After installation<a class="headerlink" href="#after-installation" title="Permalink to this headline"></a></h4>
+<h4>After installation<a class="headerlink" href="#after-installation" title="Permalink to this heading"></a></h4>
 <p>After installing the code via source it is useful to run the test suite before doing any programming with it. The test suite is stored in <code class="docutils literal notranslate"><span class="pre">binarycpython/tests</span></code> and running <code class="docutils literal notranslate"><span class="pre">python</span> <span class="pre">main.py</span></code> in there will run all the tests.</p>
 </section>
 </section>
 </section>
+<section id="usage">
+<h2>Usage<a class="headerlink" href="#usage" title="Permalink to this heading"></a></h2>
 <section id="examples">
-<h2>Examples<a class="headerlink" href="#examples" title="Permalink to this headline"></a></h2>
+<h3>Examples<a class="headerlink" href="#examples" title="Permalink to this heading"></a></h3>
 <p>See the examples/ directory for example scripts and notebooks. The documentation contains example pages as well.</p>
 </section>
 <section id="usage-notes">
-<h2>Usage notes<a class="headerlink" href="#usage-notes" title="Permalink to this headline"></a></h2>
+<h3>Usage notes<a class="headerlink" href="#usage-notes" title="Permalink to this heading"></a></h3>
 <p>Make sure that with every change/recompilation you make in <code class="docutils literal notranslate"><span class="pre">binary_c</span></code>, you also rebuild this package. Whenever you change the sourcecode of this package, you need to reinstall it into your virtualenvironment as well</p>
 </section>
 <section id="documentation">
-<h2>Documentation<a class="headerlink" href="#documentation" title="Permalink to this headline"></a></h2>
+<h3>Documentation<a class="headerlink" href="#documentation" title="Permalink to this heading"></a></h3>
 <p>Look in the docs/ directory. Within the build/html/ there is the html version of the documentation. The</p>
 </section>
+</section>
 <section id="development">
-<h2>Development:<a class="headerlink" href="#development" title="Permalink to this headline"></a></h2>
+<h2>Development:<a class="headerlink" href="#development" title="Permalink to this heading"></a></h2>
 <p>If you want to contribute to the code, then it is recommended that you install the packages in <code class="docutils literal notranslate"><span class="pre">development_requirements.txt</span></code>:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">pip</span> <span class="n">install</span> <span class="o">-</span><span class="n">r</span> <span class="n">development_requirements</span><span class="o">.</span><span class="n">txt</span>
 </pre></div>
 </div>
+<p>Please do not hesitate to contact us to discuss any developments.</p>
+<section id="building-documentation">
+<h3>Building documentation<a class="headerlink" href="#building-documentation" title="Permalink to this heading"></a></h3>
+<p>To build the documentation manually, run</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">./</span><span class="n">generate_docs</span><span class="o">.</span><span class="n">sh</span>
+</pre></div>
+</div>
+<p>from within the <code class="docutils literal notranslate"><span class="pre">commands/</span></code> directory</p>
+</section>
+<section id="running-unit-tests">
+<h3>Running unit tests<a class="headerlink" href="#running-unit-tests" title="Permalink to this heading"></a></h3>
+<p>To generate the unit test and docstring coverage report, run</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">./</span><span class="n">generate_reports</span><span class="o">.</span><span class="n">sh</span>
+</pre></div>
+</div>
+<p>from within the <code class="docutils literal notranslate"><span class="pre">commands/</span></code> directory</p>
+</section>
 </section>
 <section id="faq-issues">
-<h2>FAQ/Issues:<a class="headerlink" href="#faq-issues" title="Permalink to this headline"></a></h2>
+<h2>FAQ/Issues:<a class="headerlink" href="#faq-issues" title="Permalink to this heading"></a></h2>
+<p>Here we provide a non-exhaustive list of some issues we encountered and solutions for these:</p>
 <p>Building issues with binary_c itself:</p>
 <ul class="simple">
 <li><p>see the documentation of binary_c (in doc/).</p></li>
@@ -241,9 +267,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/run_system_wrapper.html b/docs/build/html/run_system_wrapper.html
index 3aacb64f0..191f406e2 100644
--- a/docs/build/html/run_system_wrapper.html
+++ b/docs/build/html/run_system_wrapper.html
@@ -14,6 +14,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.run_system_wrapper">
-<span id="run-system-wrapper-module"></span><h1>run_system_wrapper module<a class="headerlink" href="#module-binarycpython.utils.run_system_wrapper" title="Permalink to this headline"></a></h1>
+<span id="run-system-wrapper-module"></span><h1>run_system_wrapper module<a class="headerlink" href="#module-binarycpython.utils.run_system_wrapper" title="Permalink to this heading"></a></h1>
 <p>Module containing the utility function run_system,
 which handles a lot of things by analysing the passed kwargs</p>
 <dl class="py function">
@@ -193,9 +194,9 @@ and returns what the parse_function returns</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/search.html b/docs/build/html/search.html
index e478c8d05..72c37cfa0 100644
--- a/docs/build/html/search.html
+++ b/docs/build/html/search.html
@@ -14,6 +14,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -100,9 +101,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/searchindex.js b/docs/build/html/searchindex.js
index f18524f46..439a3710d 100644
--- a/docs/build/html/searchindex.js
+++ b/docs/build/html/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["binary_c_parameters","custom_logging_functions","dicts","ensemble","example_notebooks","examples/notebook_BHBH","examples/notebook_HRD","examples/notebook_api_functionality","examples/notebook_common_envelope_evolution","examples/notebook_custom_logging","examples/notebook_ensembles","examples/notebook_extra_features","examples/notebook_individual_systems","examples/notebook_luminosity_function_binaries","examples/notebook_luminosity_function_single","examples/notebook_massive_remnants","examples/notebook_population","examples/notebook_solar_system","examples/old/basic_example","examples/old/workshop_example_notebook","functions","grid","grid_options_descriptions","index","modules","plot_functions","population_extensions/HPC","population_extensions/Moe_di_Stefano_2017","population_extensions/analytics","population_extensions/cache","population_extensions/condor","population_extensions/dataIO","population_extensions/distribution_functions","population_extensions/grid_logging","population_extensions/grid_options_defaults","population_extensions/gridcode","population_extensions/metadata","population_extensions/slurm","population_extensions/spacing_functions","population_extensions/version_info","readme_link","run_system_wrapper","stellar_types","useful_funcs"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":4,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.todo":2,"sphinx.ext.viewcode":1,nbsphinx:3,sphinx:56},filenames:["binary_c_parameters.rst","custom_logging_functions.rst","dicts.rst","ensemble.rst","example_notebooks.rst","examples/notebook_BHBH.ipynb","examples/notebook_HRD.ipynb","examples/notebook_api_functionality.ipynb","examples/notebook_common_envelope_evolution.ipynb","examples/notebook_custom_logging.ipynb","examples/notebook_ensembles.ipynb","examples/notebook_extra_features.ipynb","examples/notebook_individual_systems.ipynb","examples/notebook_luminosity_function_binaries.ipynb","examples/notebook_luminosity_function_single.ipynb","examples/notebook_massive_remnants.ipynb","examples/notebook_population.ipynb","examples/notebook_solar_system.ipynb","examples/old/basic_example.ipynb","examples/old/workshop_example_notebook.ipynb","functions.rst","grid.rst","grid_options_descriptions.rst","index.rst","modules.rst","plot_functions.rst","population_extensions/HPC.rst","population_extensions/Moe_di_Stefano_2017.rst","population_extensions/analytics.rst","population_extensions/cache.rst","population_extensions/condor.rst","population_extensions/dataIO.rst","population_extensions/distribution_functions.rst","population_extensions/grid_logging.rst","population_extensions/grid_options_defaults.rst","population_extensions/gridcode.rst","population_extensions/metadata.rst","population_extensions/slurm.rst","population_extensions/spacing_functions.rst","population_extensions/version_info.rst","readme_link.rst","run_system_wrapper.rst","stellar_types.rst","useful_funcs.rst"],objects:{"binarycpython.utils":[[1,0,0,"-","custom_logging_functions"],[2,0,0,"-","dicts"],[3,0,0,"-","ensemble"],[20,0,0,"-","functions"],[21,0,0,"-","grid"],[25,0,0,"-","plot_functions"],[41,0,0,"-","run_system_wrapper"],[42,0,0,"-","stellar_types"],[43,0,0,"-","useful_funcs"]],"binarycpython.utils.custom_logging_functions":[[1,1,1,"","autogen_C_logging_code"],[1,1,1,"","binary_c_log_code"],[1,1,1,"","binary_c_write_log_code"],[1,1,1,"","compile_shared_lib"],[1,1,1,"","create_and_load_logging_function"],[1,1,1,"","from_binary_c_config"],[1,1,1,"","return_compilation_dict"]],"binarycpython.utils.dicts":[[2,2,1,"","AutoVivificationDict"],[2,1,1,"","count_keys_recursive"],[2,1,1,"","custom_sort_dict"],[2,1,1,"","filter_dict"],[2,1,1,"","filter_dict_through_values"],[2,1,1,"","inspect_dict"],[2,1,1,"","keys_to_floats"],[2,1,1,"","merge_dicts"],[2,1,1,"","multiply_float_values"],[2,1,1,"","multiply_values_dict"],[2,1,1,"","normalize_dict"],[2,1,1,"","prepare_dict"],[2,1,1,"","recursive_change_key_to_float"],[2,1,1,"","recursive_change_key_to_string"],[2,1,1,"","set_opts"],[2,1,1,"","subtract_dicts"],[2,1,1,"","update_dicts"]],"binarycpython.utils.dicts.AutoVivificationDict":[[2,3,1,"","__getitem__"],[2,3,1,"","__iadd__"]],"binarycpython.utils.ensemble":[[3,2,1,"","BinarycDecoder"],[3,2,1,"","BinarycEncoder"],[3,1,1,"","binaryc_json_serializer"],[3,1,1,"","ensemble_compression"],[3,1,1,"","ensemble_file_type"],[3,1,1,"","ensemble_setting"],[3,1,1,"","extract_ensemble_json_from_string"],[3,1,1,"","format_ensemble_results"],[3,1,1,"","handle_ensemble_string_to_json"],[3,1,1,"","load_ensemble"],[3,1,1,"","open_ensemble"]],"binarycpython.utils.ensemble.BinarycDecoder":[[3,3,1,"","decode"]],"binarycpython.utils.ensemble.BinarycEncoder":[[3,3,1,"","default"]],"binarycpython.utils.functions":[[20,2,1,"","Capturing"],[20,1,1,"","bin_data"],[20,1,1,"","call_binary_c_config"],[20,2,1,"","catchtime"],[20,1,1,"","check_if_in_shell"],[20,1,1,"","command_string_from_list"],[20,1,1,"","conv_time_units"],[20,1,1,"","convert_bytes"],[20,1,1,"","convfloat"],[20,1,1,"","create_arg_string"],[20,1,1,"","create_hdf5"],[20,1,1,"","datalinedict"],[20,1,1,"","example_parse_output"],[20,1,1,"","filter_arg_dict"],[20,1,1,"","format_number"],[20,1,1,"","get_ANSI_colours"],[20,1,1,"","get_arg_keys"],[20,1,1,"","get_defaults"],[20,1,1,"","get_help"],[20,1,1,"","get_help_all"],[20,1,1,"","get_help_super"],[20,1,1,"","get_size"],[20,1,1,"","get_username"],[20,1,1,"","imports"],[20,1,1,"","is_capsule"],[20,1,1,"","isfloat"],[20,1,1,"","isint"],[20,1,1,"","load_logfile"],[20,1,1,"","make_build_text"],[20,1,1,"","mem_use"],[20,1,1,"","now"],[20,1,1,"","output_lines"],[20,1,1,"","pad_output_distribution"],[20,1,1,"","quotewrap"],[20,1,1,"","remove_file"],[20,1,1,"","temp_dir"],[20,1,1,"","timedelta"],[20,1,1,"","trem"],[20,1,1,"","verbose_print"],[20,1,1,"","write_binary_c_parameter_descriptions_to_rst_file"]],"binarycpython.utils.functions.Capturing":[[20,3,1,"","__enter__"],[20,3,1,"","__exit__"]],"binarycpython.utils.functions.catchtime":[[20,3,1,"","__enter__"],[20,3,1,"","__exit__"]],"binarycpython.utils.grid":[[21,2,1,"","Population"]],"binarycpython.utils.grid.Population":[[21,3,1,"","clean"],[21,3,1,"","evolve"],[21,3,1,"","evolve_single"],[21,3,1,"","exit"],[21,3,1,"","export_all_info"],[21,3,1,"","jobID"],[21,3,1,"","parse_cmdline"],[21,3,1,"","return_all_info"],[21,3,1,"","return_binary_c_defaults"],[21,3,1,"","return_population_settings"],[21,3,1,"","set"],[21,3,1,"","was_killed"]],"binarycpython.utils.plot_functions":[[25,1,1,"","color_by_index"],[25,1,1,"","dummy"],[25,1,1,"","parse_function_hr_diagram"],[25,1,1,"","parse_function_masses"],[25,1,1,"","parse_function_orbit"],[25,1,1,"","plot_HR_diagram"],[25,1,1,"","plot_masses"],[25,1,1,"","plot_orbit"],[25,1,1,"","plot_system"]],"binarycpython.utils.population_extensions":[[26,0,0,"-","HPC"],[27,0,0,"-","Moe_di_Stefano_2017"],[28,0,0,"-","analytics"],[29,0,0,"-","cache"],[30,0,0,"-","condor"],[31,0,0,"-","dataIO"],[32,0,0,"-","distribution_functions"],[33,0,0,"-","grid_logging"],[34,0,0,"-","grid_options_defaults"],[35,0,0,"-","gridcode"],[36,0,0,"-","metadata"],[37,0,0,"-","slurm"],[38,0,0,"-","spacing_functions"],[39,0,0,"-","version_info"]],"binarycpython.utils.population_extensions.HPC":[[26,2,1,"","HPC"]],"binarycpython.utils.population_extensions.HPC.HPC":[[26,3,1,"","HPC_can_join"],[26,3,1,"","HPC_check_requirements"],[26,3,1,"","HPC_dir"],[26,3,1,"","HPC_dirs"],[26,3,1,"","HPC_dump_status"],[26,3,1,"","HPC_get_status"],[26,3,1,"","HPC_grid"],[26,3,1,"","HPC_id_filename"],[26,3,1,"","HPC_id_from_dir"],[26,3,1,"","HPC_job"],[26,3,1,"","HPC_jobID"],[26,3,1,"","HPC_jobID_tuple"],[26,3,1,"","HPC_job_id_range"],[26,3,1,"","HPC_job_task"],[26,3,1,"","HPC_job_type"],[26,3,1,"","HPC_join_from_files"],[26,3,1,"","HPC_join_previous"],[26,3,1,"","HPC_joinlist"],[26,3,1,"","HPC_load_joinfiles_list"],[26,3,1,"","HPC_make_joiningfile"],[26,3,1,"","HPC_njobs"],[26,3,1,"","HPC_path"],[26,3,1,"","HPC_queue_stats"],[26,3,1,"","HPC_restore"],[26,3,1,"","HPC_set_status"],[26,3,1,"","HPC_snapshot_filename"],[26,3,1,"","HPC_status"],[26,3,1,"","HPC_touch"]],"binarycpython.utils.population_extensions.Moe_di_Stefano_2017":[[27,2,1,"","Moe_di_Stefano_2017"]],"binarycpython.utils.population_extensions.Moe_di_Stefano_2017.Moe_di_Stefano_2017":[[27,3,1,"","Moe_di_Stefano_2017"],[27,3,1,"","get_Moe_di_Stefano_2017_default_options"],[27,3,1,"","get_Moe_di_Stefano_2017_default_options_description"],[27,3,1,"","get_moe_di_stefano_dataset"],[27,3,1,"","set_moe_di_stefano_settings"]],"binarycpython.utils.population_extensions.analytics":[[28,2,1,"","analytics"]],"binarycpython.utils.population_extensions.analytics.analytics":[[28,3,1,"","CPU_time"],[28,3,1,"","make_analytics_dict"],[28,3,1,"","set_time"],[28,3,1,"","time_elapsed"]],"binarycpython.utils.population_extensions.cache":[[29,2,1,"","cache"]],"binarycpython.utils.population_extensions.cache.cache":[[29,2,1,"","NullCache"],[29,3,1,"","default_cache_dir"],[29,3,1,"","setup_function_cache"],[29,3,1,"","test_caches"]],"binarycpython.utils.population_extensions.cache.cache.NullCache":[[29,3,1,"","__delitem__"],[29,3,1,"","__getitem__"],[29,3,1,"","__setitem__"],[29,3,1,"","popitem"]],"binarycpython.utils.population_extensions.condor":[[30,2,1,"","condor"]],"binarycpython.utils.population_extensions.condor.condor":[[30,3,1,"","condorID"],[30,3,1,"","condor_check_requirements"],[30,3,1,"","condor_dirs"],[30,3,1,"","condor_grid"],[30,3,1,"","condor_outfile"],[30,3,1,"","condor_queue_stats"],[30,3,1,"","condor_status_file"],[30,3,1,"","condorpath"],[30,3,1,"","get_condor_status"],[30,3,1,"","make_condor_dirs"],[30,3,1,"","set_condor_status"]],"binarycpython.utils.population_extensions.dataIO":[[31,2,1,"","dataIO"]],"binarycpython.utils.population_extensions.dataIO.dataIO":[[31,3,1,"","NFS_flush_hack"],[31,3,1,"","NFSpath"],[31,3,1,"","compression_type"],[31,3,1,"","dir_ok"],[31,3,1,"","load_population_object"],[31,3,1,"","load_snapshot"],[31,3,1,"","locked_close"],[31,3,1,"","locked_open_for_write"],[31,3,1,"","merge_populations"],[31,3,1,"","merge_populations_from_file"],[31,3,1,"","open"],[31,3,1,"","save_population_object"],[31,3,1,"","save_snapshot"],[31,3,1,"","set_status"],[31,3,1,"","snapshot_filename"],[31,3,1,"","wait_for_unlock"],[31,3,1,"","write_binary_c_calls_to_file"],[31,3,1,"","write_ensemble"]],"binarycpython.utils.population_extensions.distribution_functions":[[32,2,1,"","distribution_functions"]],"binarycpython.utils.population_extensions.distribution_functions.distribution_functions":[[32,3,1,"","Arenou2010_binary_fraction"],[32,3,1,"","Izzard2012_period_distribution"],[32,3,1,"","Kroupa2001"],[32,3,1,"","Moe_di_Stefano_2017_multiplicity_fractions"],[32,3,1,"","Moe_di_Stefano_2017_pdf"],[32,3,1,"","build_q_table"],[32,3,1,"","calc_P_integral"],[32,3,1,"","calc_e_integral"],[32,3,1,"","calc_total_probdens"],[32,3,1,"","calculate_constants_three_part_powerlaw"],[32,3,1,"","const_distribution"],[32,3,1,"","cosmic_SFH_madau_dickinson2014"],[32,3,1,"","duquennoy1991"],[32,3,1,"","fill_data"],[32,3,1,"","flat"],[32,3,1,"","flatsections"],[32,3,1,"","gaussian"],[32,3,1,"","gaussian_func"],[32,3,1,"","gaussian_normalizing_const"],[32,3,1,"","get_integration_constant_q"],[32,3,1,"","get_max_multiplicity"],[32,3,1,"","imf_chabrier2003"],[32,3,1,"","imf_scalo1986"],[32,3,1,"","imf_scalo1998"],[32,3,1,"","imf_tinsley1980"],[32,3,1,"","interpolate_in_mass_izzard2012"],[32,3,1,"","ktg93"],[32,3,1,"","linear_extrapolation_q"],[32,3,1,"","merge_multiplicities"],[32,3,1,"","number"],[32,3,1,"","poisson"],[32,3,1,"","powerlaw"],[32,3,1,"","powerlaw_constant"],[32,3,1,"","powerlaw_constant_nocache"],[32,3,1,"","powerlaw_extrapolation_q"],[32,3,1,"","raghavan2010_binary_fraction"],[32,3,1,"","sana12"],[32,3,1,"","three_part_powerlaw"]],"binarycpython.utils.population_extensions.grid_logging":[[33,2,1,"","grid_logging"]],"binarycpython.utils.population_extensions.grid_logging.grid_logging":[[33,3,1,"","vb1print"],[33,3,1,"","vb2print"],[33,3,1,"","verbose_print"]],"binarycpython.utils.population_extensions.grid_options_defaults":[[34,2,1,"","grid_options_defaults"]],"binarycpython.utils.population_extensions.grid_options_defaults.grid_options_defaults":[[34,3,1,"","default_cache_dir"],[34,3,1,"","get_grid_options_defaults_dict"],[34,3,1,"","get_grid_options_descriptions"],[34,3,1,"","grid_options_description_checker"],[34,3,1,"","grid_options_help"],[34,3,1,"","print_option_descriptions"],[34,3,1,"","write_grid_options_to_rst_file"]],"binarycpython.utils.population_extensions.gridcode":[[35,2,1,"","gridcode"]],"binarycpython.utils.population_extensions.gridcode.gridcode":[[35,3,1,"","add_grid_variable"],[35,3,1,"","delete_grid_variable"],[35,3,1,"","rename_grid_variable"],[35,3,1,"","update_grid_variable"]],"binarycpython.utils.population_extensions.metadata":[[36,2,1,"","metadata"]],"binarycpython.utils.population_extensions.metadata.metadata":[[36,3,1,"","add_ensemble_metadata"],[36,3,1,"","add_system_metadata"]],"binarycpython.utils.population_extensions.slurm":[[37,2,1,"","slurm"]],"binarycpython.utils.population_extensions.slurm.slurm":[[37,3,1,"","get_slurm_status"],[37,3,1,"","make_slurm_dirs"],[37,3,1,"","set_slurm_status"],[37,3,1,"","slurmID"],[37,3,1,"","slurm_check_requirements"],[37,3,1,"","slurm_dirs"],[37,3,1,"","slurm_grid"],[37,3,1,"","slurm_outfile"],[37,3,1,"","slurm_queue_stats"],[37,3,1,"","slurm_status_file"],[37,3,1,"","slurmpath"]],"binarycpython.utils.population_extensions.spacing_functions":[[38,2,1,"","spacing_functions"]],"binarycpython.utils.population_extensions.spacing_functions.spacing_functions":[[38,3,1,"","const_dt"],[38,3,1,"","const_int"],[38,3,1,"","const_linear"],[38,3,1,"","const_ranges"],[38,3,1,"","gaussian_zoom"],[38,3,1,"","peak_normalized_gaussian_func"]],"binarycpython.utils.population_extensions.version_info":[[39,2,1,"","version_info"]],"binarycpython.utils.population_extensions.version_info.version_info":[[39,3,1,"","minimum_stellar_mass"],[39,3,1,"","parse_binary_c_version_info"],[39,3,1,"","return_binary_c_version_info"]],"binarycpython.utils.run_system_wrapper":[[41,1,1,"","run_system"]],"binarycpython.utils.useful_funcs":[[43,1,1,"","calc_period_from_sep"],[43,1,1,"","calc_sep_from_period"],[43,1,1,"","maximum_mass_ratio_for_RLOF"],[43,1,1,"","minimum_period_for_RLOF"],[43,1,1,"","minimum_separation_for_RLOF"],[43,1,1,"","ragb"],[43,1,1,"","roche_lobe"],[43,1,1,"","rzams"],[43,1,1,"","zams_collision"]]},objnames:{"0":["py","module","Python module"],"1":["py","function","Python function"],"2":["py","class","Python class"],"3":["py","method","Python method"]},objtypes:{"0":"py:module","1":"py:function","2":"py:class","3":"py:method"},terms:{"0":[0,1,2,5,6,7,8,9,11,12,13,14,15,16,17,18,19,20,22,26,27,29,32,35,38,43],"00":[5,12,13,16,19],"000":[5,12,19],"0000":[5,12,19],"00000":19,"000000":19,"000000000000e":12,"000000e":19,"000001":12,"000002":12,"000003":12,"0001":[5,7,43],"000100925":16,"00013561":16,"000182216":16,"000193036":16,"000244839":16,"000328983":16,"000339963":16,"000442046":16,"000593966":16,"0007":32,"000798096":16,"001":[0,5],"00107238":16,"0013":5,"00144093":16,"00182":5,"00193614":16,"002":[5,18,19],"0021272":5,"00215604":5,"00235329":5,"00237669":5,"00239838":5,"00242158":5,"00247821":5,"00247864":5,"00248439":5,"00254115":5,"00254512":5,"00256681":5,"00261516":5,"00268237":5,"00280816":5,"00283345":5,"00286793":5,"00288661":5,"00294":5,"00296406":5,"003":5,"00300971":5,"00303761":5,"00311757":5,"00317508":5,"00319483":5,"0034":5,"004":5,"004696962123378559":16,"005":5,"00518983":5,"0055":5,"00585495":5,"006":5,"006311182276049824":16,"00632092":7,"00666382":5,"007":[5,17],"00707417":5,"00712":5,"00730797":5,"0074":5,"008":5,"0081514":5,"00832":5,"008480166685456411":16,"0087":5,"009":[5,17],"00984861":5,"00e":13,"01":[0,5,6,8,9,13,16,19],"010":5,"0102":5,"011":5,"011394572976608001":16,"0118":5,"012":5,"0122109":5,"0128":5,"013":5,"0131145":5,"014":5,"0141":7,"0143651":5,"0143896":8,"014832":5,"015":5,"0152545":5,"0153961":5,"0155":5,"0156":5,"01561":5,"0156945":5,"0159":5,"016":5,"0162":5,"016309":8,"0163656":8,"0164":5,"0165":5,"0166":5,"0168":5,"0169":5,"017":[5,17],"0171":5,"0175264":8,"0176575":6,"01791":5,"018":5,"0182":5,"0184":5,"0187":5,"019":5,"0192009":5,"019715467199999996":8,"01e":13,"01t09":[6,8,13],"01t10":13,"02":[0,5,6,7,8,9,12,13,16,17,19,32,43],"020":5,"0208":5,"021":5,"0211592":16,"0214":5,"0214824":5,"022":5,"023":5,"0232618":5,"02379":5,"024":5,"0241634":5,"0245":5,"024684":5,"02473":5,"025":5,"0250231":5,"0251003":5,"0259932":5,"026":5,"0261496":5,"027":5,"0276":5,"02786":5,"0278672":5,"028":5,"02823":5,"0283541":5,"029":5,"0290733":5,"0295":5,"0298011":5,"0298364":5,"02e":[8,13],"03":[0,1,5,7,8,13],"030":5,"0303129":5,"031":5,"0316266":5,"0319":5,"032":5,"03221":5,"033":5,"0335":5,"0335017":5,"034":5,"03493":5,"03499999999999":15,"035":5,"03502960360000004":8,"03507":5,"036":5,"0367878":5,"037":5,"0385396":5,"039":5,"0393944":5,"0394":5,"0399":5,"03996e":5,"03e":13,"04":[0,5,13,19],"040":5,"041":5,"0411":5,"0414":5,"04198":5,"042":5,"0425":5,"043":5,"044":5,"0440989":5,"044142002936e":9,"044387171445641534":16,"0443872":16,"044572277695e":9,"044654032097e":9,"0448877":5,"0449442":5,"045":5,"045084306856e":9,"0459174":5,"046":5,"0461":5,"0469097":5,"047":[5,17],"0474164":5,"0474572":5,"048":[5,17,19],"049":5,"04924":5,"04e":13,"05":[0,5,8,9,13,16],"0501":5,"050651207308e":9,"051":[5,6],"0511173":5,"0512":5,"052":5,"0523":5,"0528412":5,"053":5,"0531294":5,"0533803":5,"0535":5,"0536749":5,"054":[5,32],"0547419":5,"055":5,"055188":5,"056":[5,17],"0563088":5,"057":5,"0570946":19,"0572914":5,"057949":5,"058":5,"0583837":5,"0585":5,"059":5,"05e":13,"06":[0,5,8,9,12,13],"0608":5,"061":5,"061141":5,"061259":12,"0613":5,"062":5,"0621119":5,"0625403":5,"06257":5,"0626266":5,"063":5,"064":5,"0641":5,"06459059967730083":8,"0645906":8,"0649":5,"065":5,"06527":5,"066":5,"06696":5,"067":5,"0670735":5,"068":5,"0683196":5,"069":5,"06987":5,"06e":13,"07":[5,13,14,15,19,32,38],"070":5,"0701913":5,"071":5,"07108":5,"0714679":5,"0717":5,"0719":5,"072":5,"0722":5,"0727126":5,"0727584":5,"074":5,"0744186":5,"0745":5,"07484":5,"075":5,"075416":5,"0755737":5,"076":5,"077":5,"0770302":5,"0772021":5,"0772781":5,"078":5,"0784":5,"0784722":5,"0787729":5,"0789786":5,"079":[5,6],"0791":5,"07e":13,"08":[0,5,8,13,19],"0808":5,"081":[5,6],"081024":6,"082":5,"0820":0,"0823499":5,"0831":5,"0834973":19,"0837":5,"084":5,"0849409":5,"085":5,"086":5,"086004":5,"0868":5,"087":5,"0877":5,"0877243":5,"0878":5,"088":5,"089":5,"0890815":5,"0896":5,"08e":13,"08msun":0,"09":[5,6,8,13],"090":5,"0900":19,"0902":0,"0907":5,"0907537":5,"091":5,"0910814":5,"0913095":5,"09164":5,"092":5,"09295167374":13,"093":[6,17],"0931922":5,"094":[5,8],"095":5,"0958704":5,"096":5,"09665":5,"097":5,"09706e":5,"09786":5,"098":[5,6],"0987206":5,"099":5,"0991059":5,"0993":5,"099417":8,"0995":5,"0eb5c0c9abd34607a6ee060b26a7e32f":16,"0fa4c2b8707741a5ab41d209ef95a3a4":16,"0m":13,"0mb":[8,13],"0msun":38,"0x149c95c56c10":8,"0x14bf2250fdc0":6,"0x7f2b6ca163a0":16,"0x7f35b603e9d0":12,"0x7fc1f0c3ff00":7,"1":[0,1,2,5,6,7,8,9,11,12,13,14,15,16,17,18,19,22,23,25,26,30,31,32,33,35,37,38,40,41,43],"10":[0,2,5,6,7,8,9,12,13,14,15,16,17,18,19,22,32,38,41],"100":[0,5,6,8,13,14,15,32,38],"1000":[0,8,22,38],"100000000000":[18,19],"1001":13,"1005":5,"101":5,"101038":5,"1012":5,"101323":5,"101955":5,"102":5,"1021":5,"1024mb":22,"1025":13,"102750e":19,"103":5,"1035":5,"103702":5,"103789":5,"104":[5,8],"1043":5,"104427":5,"104997":5,"105":[5,14,15],"105082":5,"10522":5,"105704":5,"106":[5,16],"1062":5,"106368":5,"106545":5,"10689":5,"107":5,"107187":5,"1075":5,"10782":5,"108":5,"1082":5,"1085":12,"108571":5,"10877":5,"1088":5,"109":[5,8],"10941":5,"109679":5,"1098":5,"1099":5,"10e":13,"11":[0,5,6,8,9,12,13,15,16,17,19],"110":5,"11003":12,"1104":5,"1108":5,"111":5,"111023":5,"111583":5,"11182":5,"112":5,"11239":5,"1124":5,"113":5,"1130":5,"11346":5,"113492":19,"1135":5,"11376":5,"114":5,"114678":5,"11491":5,"115":[5,32],"11506":5,"115297":5,"11558":5,"115722":5,"11582":12,"116":5,"11686":5,"11695":5,"117":5,"11707":5,"1173":5,"1178":5,"118":5,"11802":5,"118229":5,"11854":5,"119":5,"1193":5,"1199":5,"11e":13,"12":[0,5,6,9,12,13,15,16,17,19,20,32],"120":5,"120000":0,"120066":5,"1204":[5,19],"121":5,"121263":5,"12136":5,"1219":5,"122":5,"1222":5,"123":5,"123048":5,"12325":12,"123635":5,"1237":5,"1239555":8,"124":5,"1241251901":17,"124379":19,"124496":5,"12457":12,"12460":12,"12461":12,"124931":5,"12495":5,"125":[0,5,16],"1250":12,"12500":0,"1251":12,"1252":12,"12522":5,"1253":12,"1254":[5,12],"12548":5,"125553":5,"125886":5,"125968":5,"126":5,"126532":5,"127":5,"12741":5,"127442":5,"127957":5,"128":5,"12806":5,"129":5,"12974":5,"129879":5,"12e":[1,6,9,12,13,14,15,16],"13":[0,5,6,8,9,12,13,15,16,17,19],"130":5,"1301":12,"1302":12,"1306":5,"130725":5,"131":5,"13108":19,"1314":5,"131680e":19,"132":5,"132057":5,"1326":5,"13267":5,"1327":5,"13298":5,"133":[5,16],"1334":5,"134":5,"13416":5,"13461":12,"135":5,"135101":5,"135164":5,"1354":13,"1355":13,"13567":9,"136":5,"1360":5,"13607":5,"137":5,"13700":[6,8],"137502":5,"1379":5,"13796e":5,"138":5,"1380":19,"139":5,"139044":5,"1392":5,"139732":5,"1398":5,"13e3":0,"14":[0,5,6,9,12,13,15,16,17,19],"140":5,"1403":32,"141":5,"14112":5,"141361":5,"1415":5,"142":5,"14212":5,"143":5,"144":5,"144141":5,"14439":5,"14461":12,"1449":[5,13],"145":5,"145296":5,"145632":5,"146":5,"1468":5,"146844":5,"147":5,"1471":5,"1473":5,"14764":5,"1478":5,"148":[5,19],"1485":5,"148721":5,"149":5,"1490":12,"149038":12,"1492":5,"1494":13,"1498":5,"14e":13,"15":[0,5,8,9,12,13,15,16,17,19,22,32],"150":[5,8,13,14,15,16],"15000":[0,5,7,9,12,16,17,19],"1502":5,"150217":5,"15042":5,"150681":5,"151":5,"1514":5,"151616":5,"1517":5,"15186":5,"152":5,"1521":5,"1527":5,"153":5,"153329":5,"153852":5,"1539":13,"154":5,"155":5,"1551":5,"1553":5,"155342":5,"155662":13,"155678":8,"15594":5,"156":[5,8,19],"1560":5,"1567":5,"1569":5,"157":5,"1571":5,"1575":5,"158":5,"1585":13,"1586":5,"158640":8,"15884":5,"159":[5,8],"15907":5,"1599":5,"15e":13,"15msun":32,"16":[0,5,8,13,15,17,19,32],"160":5,"1606":5,"160675":13,"161":5,"1610":5,"1612":5,"1618":5,"162":5,"162006":5,"162038":5,"1622":5,"1624":[5,13],"162454":13,"16265":5,"162941":5,"163":[5,8],"1631":5,"1633":5,"163481":8,"1635760192":6,"1635760194":6,"1635760256":8,"1635760377":8,"1635760613":13,"1635760806":15,"1635760813":15,"1635761189":13,"1637":5,"164":5,"1646563001":16,"1646563002":16,"164714":5,"165":5,"16539":5,"16564":5,"166":[5,8],"1663":5,"166559":5,"167":[5,13],"1670":5,"16729":5,"16733":5,"1674":[5,13],"1678":5,"168":[5,8],"16833":5,"16837":5,"168379":8,"168558":5,"168972":5,"169":5,"1691":5,"1695":5,"169775":13,"17":[5,6,8,13,15,16,17,19],"170":5,"1703":13,"1708":5,"171":5,"171096":5,"1713":5,"1715":5,"172":5,"172014":5,"1722":5,"1729":5,"173":5,"1736":5,"174":5,"174169":5,"1747":5,"1749":13,"175":5,"175004":5,"1753":5,"17588":5,"176":5,"176751":13,"177":[5,8],"177444":5,"1775":5,"177551":5,"177727":5,"178":5,"1780":13,"1781":5,"1783":5,"1784":5,"1786":5,"179":5,"179142":5,"1792":5,"17932":5,"1796":5,"18":[5,13,15,17,19],"180":5,"1804":5,"180453":5,"1806":5,"1807":5,"1808":5,"1809":5,"181":5,"1810":5,"18108":5,"1811":5,"1812":5,"181244":5,"1813":5,"18139":5,"1814":[5,13],"18148":5,"1815":5,"1816":5,"1817":5,"181795":5,"1818":5,"1819":5,"182":5,"1821":5,"1822":5,"1823":5,"1824":5,"1825":5,"1826":5,"1827":5,"1828":5,"1829":5,"183":5,"1830":5,"183048":5,"1831":5,"1833":5,"1834":5,"1835":5,"1838":5,"1839":5,"183974":5,"184":5,"1841":5,"1843":5,"1844":5,"184464":5,"1845":5,"1846":5,"1847":5,"184829":5,"185":5,"1851":[5,13],"1854":5,"1858":5,"186":[5,13],"1865":9,"187":5,"1876":5,"187694":5,"1877":5,"1879":13,"187993":5,"188":5,"1882":5,"189":5,"189239":5,"19":[0,5,8,13,16,19],"190":[0,5,19],"19097":5,"191":5,"1910":13,"1915":5,"191543":5,"192":5,"1920":5,"1923":5,"193":5,"193528":5,"19366":5,"19393":5,"194":5,"1947":13,"195":5,"1951":0,"19521":5,"196":5,"196046":5,"196177":5,"19622":5,"196311":5,"1967":5,"1968":13,"197":5,"1972":0,"1973":5,"1975":0,"1977":5,"197729":5,"197x":0,"198":5,"1980":32,"1983":43,"1986":[0,32],"1987":5,"1989":[0,13],"199":5,"19907":5,"1991":32,"1992":0,"1993":0,"1996":43,"1998":[0,5,32],"1999":0,"19e":13,"1aearth":17,"1ajupit":17,"1amar":17,"1amercuri":17,"1aneptun":17,"1apluto":17,"1asaturn":17,"1auranu":17,"1avenu":17,"1ckzg0p9":[23,40],"1dex":[13,14,15],"1e":[0,7,8,9,12,13,19],"1e2":0,"1e9":0,"1gyr":38,"1m":13,"1mb":[8,13],"1mearth":17,"1mjupit":17,"1mmar":17,"1mmercuri":17,"1mneptun":17,"1mpluto":17,"1msaturn":17,"1msun":38,"1muranu":17,"1mvenu":17,"1s":[8,13],"1y":0,"2":[0,1,2,5,6,7,8,9,11,12,13,14,15,16,17,19,20,22,23,25,26,30,32,37,38,40],"20":[0,5,6,8,9,13,14,15,16,17,19,38],"200":[0,5],"2000":[0,5],"2001":[14,15,32],"2002":0,"2003":[0,32],"2004":[0,5],"2005":[0,5],"2008":5,"2009":0,"201":5,"2010":[0,22,32],"2012":[0,32],"2013":0,"2014":[0,5,32],"2015":[0,5],"2016":0,"2017":[0,13,16,22,32],"2018":[0,1,5],"2019":[0,5,19],"202":5,"2020":0,"2021":[5,6,8,13],"202196":5,"2022":0,"20220225":0,"202339":5,"202569":5,"20265":5,"202750e":19,"2029":5,"203":5,"2033":5,"204":5,"2044":5,"20447":5,"204663":5,"2048":13,"205":5,"2053":5,"205353":5,"205527":5,"205537":5,"2057":5,"205711924468e":16,"206":[5,17],"2063":5,"20677":5,"207":5,"2071":13,"2075":5,"208":5,"2081":5,"208169":5,"208453":5,"20887":5,"208923":5,"209":5,"2091":13,"209274":5,"20938":5,"20980":5,"20e":[8,13],"21":[0,1,5,6,13,16,19],"210":[5,19],"21043":5,"211":[5,15],"2112":5,"2118":19,"212":5,"212034":5,"2122":13,"2127":5,"213":5,"2132":5,"21333":5,"213396":5,"2135":5,"213854":5,"214":5,"214274644851685":19,"2143":13,"2147":5,"215":5,"215504":5,"2156":5,"215638":5,"2157":5,"216":5,"21603":5,"216067":5,"2164":13,"216496":5,"216951":5,"217":5,"21764":5,"218":5,"2182":5,"218222":15,"21824":5,"2183":13,"21844":5,"219":5,"219058":5,"2191":5,"21927":5,"21948":5,"21e":13,"22":[5,13,19],"220":5,"22036":5,"2206":13,"22065":12,"22098":5,"221":5,"2210":5,"2214":5,"2216":5,"221832":5,"222":5,"2221":5,"2224":5,"22281":5,"223":5,"2232":13,"2234":5,"224":5,"2245":13,"224923":5,"225":5,"225135":5,"22518":5,"22543":5,"2258":13,"226":5,"2261":5,"22611318083528548":8,"226424":5,"2266":5,"2268":5,"2269":13,"227":5,"22723621650191106":16,"22723621650191117":16,"227249":5,"2275":5,"22787":5,"228":5,"2282":13,"228555":5,"229":5,"2291":5,"22936":5,"2295":5,"229591":5,"22e":8,"23":[5,13,16],"230":5,"2300":13,"230102":5,"2305":5,"230955":5,"231":5,"231680e":19,"231704":5,"232":5,"2329":13,"233":5,"2332":5,"2333":5,"2338":5,"234":[5,8],"2348":13,"235":[5,6],"23513":5,"2352":5,"235464":5,"235689312423":8,"236":[5,19],"2365":[13,19],"237":5,"2371":5,"237203":5,"237951":5,"238":5,"2383":13,"238584":5,"23894":5,"239":5,"239197":5,"239704":5,"24":[5,8,13],"240":5,"2400":13,"2406":5,"2406484012210224":16,"24098":5,"241":5,"2413":5,"24165":5,"242":5,"2421":5,"242151":5,"2423":13,"242309":5,"242397939068e":16,"2424":12,"243":[5,6],"243214":5,"243583":5,"2437":5,"2438":13,"2439":5,"244":[5,17],"2444":17,"244645":5,"245":5,"245209":5,"245223":5,"2454":13,"246":5,"2466":13,"246604":5,"246625":5,"246671":6,"247":[5,16],"2472":5,"2477":[5,13],"248":[5,8],"248871":5,"249":5,"249106":5,"2492":13,"2493":5,"249848":5,"24e":13,"25":[0,5,8,13,19],"250":5,"25014bc73b334765a1c09a4e4a97ed66":13,"251":[5,8],"2514":5,"2516":13,"25164":5,"252":5,"2528":5,"252877":5,"2529":5,"253":5,"2535":16,"2537":13,"253705":5,"254":5,"255":[0,5],"2551":5,"2552":5,"2554":13,"2556":5,"256":[5,6,22],"256488":5,"256783":5,"25694":5,"257":[5,43],"2570":13,"257278":5,"257437":5,"258":[5,8],"2583":5,"259":5,"2590":13,"25msun":0,"26":[5,13],"260":5,"26051":5,"260676":5,"261":5,"2613":5,"261343":5,"26171201413c43f5b91552a374879940":6,"2618":5,"262":5,"2622":[5,13],"2626":5,"2629":5,"263":5,"263079":5,"2632":5,"263235":5,"2636":13,"264":5,"26416":5,"26441":5,"26456":5,"2646":19,"265":5,"2652":13,"266":5,"2663":5,"26637":5,"2664":5,"266485":5,"2666":13,"267":[5,8],"2670":5,"2671":5,"2672":5,"2673":5,"2674":5,"2676":5,"2677":5,"2678":5,"2679":5,"268":5,"2680":5,"2681":5,"2682":5,"2683":5,"2684":5,"2685":5,"2686":5,"2687":5,"2688":5,"2689":5,"269":5,"2690":5,"2691":[5,13],"2692":5,"2693":5,"2694":5,"2695":5,"2696":5,"2697":5,"2698":5,"2699":5,"27":[5,8,13,16],"270":5,"2700":5,"2701":5,"2702":5,"27025":5,"2703":5,"2704":5,"2705":5,"2706":5,"2707":5,"2708":5,"2709":5,"271":5,"2710":5,"2711":5,"2712":5,"2713":5,"2714":5,"2715":5,"2716":5,"2717":5,"2718":5,"2719":5,"272":5,"2720":5,"2721":5,"2722":5,"2723":5,"2724":5,"2725":5,"2726":5,"2727":5,"2728":5,"2729":5,"272943":5,"273":5,"2730":5,"2731":5,"2732":5,"2733":[5,13],"2734":5,"274":5,"274206":5,"274445":5,"2746":13,"274854":5,"275":5,"2754":5,"27569e":5,"2757":13,"276":5,"2767":5,"277":5,"2773":5,"27734":5,"2775":13,"27767":5,"278":5,"27829":5,"279":5,"2791":5,"2795":13,"28":[5,7,8,9,12,13],"280":5,"2800":5,"2801":5,"2802":5,"28060251":32,"280723":5,"280749":5,"281":[5,43],"281309":5,"28133908148630704":16,"2816":5,"2819":5,"282":5,"282234":5,"2823":5,"282623":5,"283":5,"2831":13,"2834":5,"2835":5,"2836":5,"28369":5,"283972":5,"284":5,"2845":13,"2846":5,"285":5,"2857":16,"286":5,"2861":13,"287":5,"2871":5,"2873":5,"2875":13,"2878":5,"288":5,"2881":5,"288353":5,"28867":5,"289":5,"2891":13,"2898":5,"28984":5,"28e":8,"29":[5,8,13,22],"290":5,"290684":5,"291":5,"29136":5,"2914":5,"292":5,"2921":5,"2924":5,"292641":5,"2927":5,"293":[5,16],"2930":13,"2934e":19,"293512":5,"294":[5,6],"2947":13,"295":5,"295543":5,"296":5,"2961":5,"2965":13,"296544":5,"2967":5,"2969346":32,"297":5,"297187":5,"297506":5,"298":5,"29816":5,"298194":5,"2982":13,"299":[5,16],"2991":5,"2996":5,"29e":13,"2b66f805db424c48a1d29c45092b6e3c":8,"2d":0,"2e":[9,13,19],"2f":19,"2m":[8,13],"2mb":[8,13],"2msun":0,"2s":13,"3":[0,1,2,5,6,7,8,9,11,12,13,14,15,16,19,20,22,23,30,32,37,38,40],"30":[1,5,6,8,9,12,13,14,15,16,17,19],"300":[5,16,38],"3000":[0,17],"3002":5,"3008":5,"301":5,"3010":13,"301129":5,"301483":5,"3017":5,"302":[5,19],"3025":5,"302750e":19,"303":5,"3034":5,"3035":13,"303533":5,"3038":5,"30388e":5,"304":5,"3042":5,"30441":5,"3046":5,"3048":5,"305":5,"305334":5,"3059":13,"30592":16,"306":5,"3065":5,"306619":5,"3069":5,"307199":5,"3078":13,"308":5,"3081e":19,"3082":5,"308203":5,"3084":5,"309":5,"309361":5,"309461":5,"3096":5,"30975":5,"30e4":0,"31":[0,5,7,8,13,19],"310":5,"3100":[5,13],"310029":5,"3101":5,"311":5,"312":[5,6],"3124":13,"312637":5,"3127":5,"313":5,"313623":13,"314":5,"31408":5,"314533":5,"3148":13,"315":5,"315124":5,"315223":5,"3154":5,"315404":5,"315903":5,"315973":5,"316":[5,8],"316118":5,"317":5,"3171":5,"3172":5,"3174":13,"3176":5,"317663":5,"317921":5,"318":5,"3185":5,"318753":5,"319":5,"3192":5,"3193":5,"31958":5,"3197":13,"31e":13,"32":[5,8,13,20,22],"320":5,"3205":16,"32076":5,"321":5,"321082":5,"3211":5,"32118":5,"3216":5,"321643":5,"322":5,"3223":5,"3228":5,"32282":5,"323":5,"3231":[5,13],"323359":8,"3235":5,"324":5,"3243":5,"3244":5,"3246":5,"3247":5,"3248":5,"325":5,"325197":5,"3256":13,"325743":5,"325965":5,"326":5,"326147":5,"32620":5,"32631":5,"3264":5,"326601":5,"32684":5,"327":5,"3273":[5,13],"328":5,"328066":5,"3282":5,"328512":5,"329":[5,8],"3294":13,"32e":13,"33":[5,13],"330":5,"331":5,"331680e":19,"332":5,"332091":5,"3321":13,"332251":5,"332777":5,"33295":5,"333":5,"333032":5,"3331":5,"334":5,"33451":5,"33469":9,"3348":13,"335":5,"335153":5,"3352":5,"335342":5,"335428":5,"33552":5,"335642":5,"335847":5,"336":5,"336295":5,"3368":5,"337":5,"33719":5,"337249":5,"3373":13,"338":[5,9],"33817":19,"33879":5,"339":5,"3394":13,"339587":5,"3396":5,"34":[5,6,7,8,9,12,13,14,16,17],"340":5,"34018":5,"340477":5,"34081":5,"341":5,"3412":5,"34126":5,"34175":5,"3419":5,"342":[5,13],"34213":9,"342134":5,"3422":13,"342474":5,"3429":5,"343":5,"3438":5,"344":5,"34421":19,"3445":13,"344772":5,"3448":5,"345":5,"34537":5,"345842":13,"346":5,"3461":5,"3462":5,"3464":13,"3469":5,"347":5,"3471":5,"347169":5,"347405":5,"347623":5,"348":[5,8],"3483":13,"34870":5,"349":5,"3495":5,"3497":5,"34e":8,"35":[5,8,13,32],"350":[5,13],"3502":5,"35051":5,"3507":5,"3509":13,"351":5,"351532":5,"3518":5,"352":5,"3529":5,"353":5,"3533":13,"353432":5,"3536":5,"354":5,"3540":19,"354576":5,"35487":5,"354981":5,"355":5,"3550":13,"35505":5,"355513":5,"3559":5,"356":5,"3563":5,"3568":13,"356812":5,"357":5,"358":5,"3583":5,"35842":16,"3588":13,"3589":5,"35895":5,"359":5,"3591":5,"359784":5,"359881":5,"3599":5,"36":[5,8,13],"360":5,"360093":5,"36016":5,"361":5,"3616":5,"362":5,"3622":13,"362601":5,"36298":5,"363":5,"3630":19,"3631":19,"36314":5,"3632":19,"36323":5,"3633":19,"3634":19,"3635":19,"364":5,"3640":13,"364017":5,"36403":5,"364747":5,"3649":5,"365":5,"3657":13,"365763":5,"365949":5,"366":5,"366259":5,"366392":5,"367":5,"367268":5,"3674":5,"36747":5,"3676":13,"367793":5,"368":5,"368345":5,"3688":5,"369":5,"3695":5,"36957":5,"3698":5,"36e":13,"37":[5,8,13],"370":5,"3702e":19,"3706":13,"371":5,"371427":5,"371458":5,"371625":5,"3719":5,"372":5,"3726":[5,13],"3729":5,"373":5,"373282":5,"374":5,"37409":5,"3746":13,"374905":5,"375":5,"3752":5,"375537":5,"3757":5,"375712":5,"3758":5,"376":5,"376059":5,"3763":13,"376604":5,"3767":5,"377":5,"3771":5,"378":5,"3781":5,"378266748188e":16,"3786":13,"37874":5,"379":5,"379292":5,"37e":13,"38":[0,5,8,13,16],"380":5,"38009":5,"380393":5,"380887":5,"381":5,"3811":13,"382":5,"382144":5,"382472":5,"383":5,"38316":5,"3832":13,"384":5,"3849":13,"385":5,"386":5,"387":5,"3875":13,"388":5,"388321":5,"389":5,"38908":5,"389208":5,"38921":5,"389749":5,"38m":13,"39":[5,6,7,8,11,12,13,14,15,16,17,18],"390":5,"3905":13,"391":5,"3914":19,"39152e":5,"391798":5,"392":[5,19],"392194":5,"392487":5,"3927":19,"3928":[5,19],"3929":19,"393":5,"3930":[13,19],"3931":[13,19],"3932":19,"393886":5,"393982410080e":16,"394":5,"395":5,"39521":5,"3954":13,"3957":5,"3959":5,"396":5,"3963":5,"396470605248e":16,"3967":5,"397":5,"3971":5,"3977":13,"397754":5,"3978":5,"398":5,"39831":5,"39834":5,"398381":5,"398419":5,"398927":5,"399":5,"399005684057e":16,"3995":5,"3999999999996":15,"3d":0,"3e":19,"3m":13,"3mb":[8,13],"3msun":32,"3s":[8,13],"4":[0,1,5,6,7,8,9,11,12,13,14,15,16,17,19,21,31,32,38],"40":[5,8,13,14,15],"400":5,"4000":[0,13],"40049":5,"401":5,"4011":5,"401263":5,"4013":5,"401414766976e":16,"401728":5,"4018":5,"402":5,"40238":5,"402750e":19,"402961":5,"403":5,"40339":5,"404":5,"4046":5,"4048":5,"404962":5,"405":5,"405068":5,"405577":5,"406":[5,13,16],"407":5,"40735":5,"4076":5,"408":5,"409":5,"4098":5,"40e":13,"41":[5,13],"410":[5,19],"4101":5,"4102":5,"4108":5,"410828":5,"411":5,"411151":5,"412":5,"41238":5,"413":[5,6],"413467":5,"414":5,"41436":16,"41457":5,"4146":5,"41485":5,"414875":5,"415":5,"416":5,"416141":6,"4162":5,"417":5,"41726":5,"4176":5,"418":5,"418029":5,"4182":5,"4183":5,"4184":5,"4186":5,"41862":5,"418757":5,"4188":5,"419":5,"4192":5,"4197":5,"41996":5,"41e":13,"42":[0,5,8,13,16],"420":5,"420182":5,"4202":5,"420316":5,"4205":5,"42052":5,"42097":5,"421":5,"421365":5,"421436":5,"421475":5,"4218":5,"4219":5,"422":5,"422436":5,"42266":5,"4229":5,"422997711686e":16,"423":5,"42362":5,"424":[5,6],"4243":5,"424712":5,"424924":5,"425":5,"4251":5,"4256":5,"425788":5,"426":5,"427":5,"42785":5,"428":5,"428699":5,"429":[5,13],"429122":5,"429398":5,"42e":13,"42msun":0,"43":[5,13],"430":5,"430329401616038":16,"4304":5,"431":5,"4311":5,"43124":16,"431313":5,"431680e":19,"43173":5,"432":5,"4321":5,"432729":5,"433":5,"4330":5,"433207":13,"4333":5,"433477":5,"434":5,"435":5,"4357":5,"435809":5,"436":5,"43618":5,"4365":5,"4369":5,"436983545111e":16,"437":[5,13],"4379":5,"438":5,"4380":5,"4385":5,"438686":5,"4387":5,"438861":5,"439":5,"44":[5,13],"440":5,"441":5,"441158":5,"44170":5,"442":5,"44211":5,"4422":5,"44223e":5,"443":5,"4433":5,"443375325717e":16,"4438":5,"444":[5,19],"445":5,"4454":5,"4455":5,"44558":5,"445821":5,"446":5,"447":5,"447918":5,"448":5,"4480088":16,"448242":5,"448401":5,"44852":5,"449":[5,13],"4493":5,"44e":13,"44msun":0,"45":[5,6,8,13],"450":5,"4500":7,"45000000080":16,"4501":5,"450629":5,"4507":5,"450818":5,"4509":5,"451":[5,8],"45114":5,"451195752942e":16,"451732":5,"452":5,"452661646076e":16,"453":5,"4530":[9,12,19],"453059":13,"453348":5,"453412":5,"453932":5,"454":5,"4540":5,"454013":5,"454268":5,"454409":5,"455":5,"45534":5,"455552":5,"456":13,"456313":5,"456519":5,"457":5,"45757":5,"457987":5,"458":5,"458064":5,"458272":19,"4588":5,"45889":5,"459":5,"459382":5,"45msun":0,"46":[5,8,13,16],"460":5,"460081":5,"46057":5,"46089":5,"462":[5,19],"4622":5,"46220":5,"4623":5,"463":5,"463455":5,"464":5,"464494":5,"465":5,"465133":5,"465867":5,"46607":5,"4666":5,"4670":5,"4673":5,"467851":5,"468":5,"4680":8,"46822":5,"4683":5,"469":5,"46901":5,"469056":5,"469524":5,"47":[5,8,13],"470":5,"471":5,"4710":5,"471379":5,"4714":5,"472":[15,19],"472105":5,"472318":5,"4734":5,"473762":5,"474":5,"47419":5,"475":5,"4752":5,"475287":5,"47534":5,"4755":5,"4759":5,"476":5,"4764":5,"476589":5,"477":5,"477089":5,"4773":5,"477535":5,"477791":5,"478":5,"478253":5,"478315":5,"4788":5,"478807":5,"479":5,"47946":5,"4797":5,"479973":5,"48":[5,13],"480":5,"480045":5,"48046":5,"4807":5,"4809":5,"481":5,"482":5,"4822":5,"4825":5,"482668":5,"483":5,"48336":5,"4838":[7,9,12],"484":5,"4845":5,"485":5,"48586":5,"486":5,"4862":5,"4865":5,"4867":5,"4872":5,"48749":5,"4877":5,"488":5,"48809":5,"489":5,"489077":5,"48926":5,"48e":[8,13],"49":[5,6,13],"490":5,"491":5,"491811":5,"492":5,"492242":5,"492302":5,"492484":5,"492707":5,"492818":5,"493":5,"493648":5,"493975":5,"494":5,"4945":5,"4949":5,"495":5,"4957":5,"4959":5,"495924":5,"496":5,"4961":5,"496312":5,"4966016":15,"497":5,"497008":5,"497294":5,"498":5,"4981":5,"498232":5,"499":5,"49e":13,"4b8c7f4a86e445099d73f27dffaad94b":15,"4e":[0,19],"4e3":0,"4m":13,"4mb":[8,13],"4s":[8,13],"5":[0,1,5,6,7,8,9,11,12,13,14,15,16,17,19,20,29,31,32,35],"50":[0,5,8,13,15,16],"500":[0,5],"500000e":19,"501":5,"5017":5,"502":5,"502451":5,"502775":5,"502841":5,"503":5,"503726":5,"504":5,"5043":5,"5046":5,"505":5,"5051":5,"50537":5,"506":5,"5064":5,"50652":5,"5066257":15,"50682":5,"50687":5,"507":5,"507104":5,"507443":5,"508":5,"5089":5,"509":5,"5094":5,"50973":5,"50e":13,"51":[5,8,13],"510":5,"511":5,"511114":5,"51114e":16,"5112":5,"5114":5,"5117":5,"512":5,"512561":5,"512617":5,"512mb":22,"513":5,"514":5,"514087":5,"51478":5,"514898":5,"514916":5,"515":13,"515062":5,"5164":5,"517":5,"51742":5,"517454":5,"5175":5,"518":5,"51803":9,"51809":5,"51819":5,"518397":5,"518757914":14,"518851":5,"519":5,"51e":13,"52":[5,6,8,13],"52058":5,"5208":5,"520903":5,"5217":5,"522":5,"5221":5,"523":5,"523485":5,"523561":5,"524":5,"52416":16,"5244":5,"524629":19,"524755":5,"525":5,"526":5,"527":5,"528":5,"528102":5,"5286":5,"529":5,"5297876799548944":16,"52e":13,"53":[5,6,8,13,16],"530":5,"5301":5,"5309":5,"531":[5,16],"531293":5,"531411":5,"5317":5,"532":5,"5324":5,"533":5,"5333":5,"534":5,"534699":5,"535":5,"5358":5,"536":5,"536373523810e":16,"5366":5,"53715":5,"5374":5,"537743":5,"538":5,"53854":5,"539":5,"539343":5,"539941":5,"53e":13,"54":[5,13],"54027":5,"5403":5,"541":5,"541792":5,"542":5,"5423":5,"542419":5,"543":5,"54307":5,"54371":5,"544":5,"54439":5,"544482":5,"545":5,"5456":5,"545743":5,"546":5,"5462":5,"547002":5,"547729":5,"548":5,"548589":5,"548864":5,"549":5,"5493":5,"54949":5,"55":[5,6,8,13,15,16,32],"550575":5,"551":[5,6],"551072":5,"552":5,"552711":5,"5528":5,"553":5,"5532":5,"554":5,"55458":9,"55473":5,"555":[5,8],"5556":5,"5557":5,"557":5,"558":5,"559":5,"5593":5,"55982":5,"559889":5,"55e":13,"56":[5,8,13],"560118":5,"5603":5,"561":5,"5612":5,"5619":5,"562":5,"562029":19,"56228":5,"564":5,"565":5,"56518":5,"5652":5,"566":[5,19],"566263":5,"56631":5,"566495":5,"567":5,"567303":5,"567898":5,"568":5,"5681":5,"56865":5,"569":5,"569581":5,"5696":5,"56e":13,"57":[5,6,8,13],"570":5,"570222":5,"5703":5,"57062":5,"57093":5,"571":5,"5712":5,"57141":5,"572":5,"573":5,"5734":5,"5735":5,"573703":5,"5738":5,"573874":5,"574":5,"57443":9,"574826":5,"575":5,"57538":5,"576":5,"577":5,"57739":5,"5775":5,"577826":5,"578":5,"57878":5,"579":5,"5791":5,"5794":5,"5795":5,"5796":5,"5798":5,"58":[5,13],"581":5,"5812":5,"581558":5,"58166":5,"582":5,"582318":5,"583":5,"58332":5,"583346":5,"583436":5,"584622":5,"585":5,"58504":5,"5853":0,"585985":5,"586":5,"587":[5,15],"588":5,"588396":5,"5885":5,"589":5,"58e":8,"59":[5,6,13],"590":5,"5904":5,"590877":5,"591":5,"5919":5,"592":5,"592309":5,"592733":5,"593":5,"594":5,"59429":5,"59452":9,"595":5,"596":[5,13],"59616":5,"596161":5,"597":5,"5977":5,"598":5,"5982":5,"598268106227e":16,"59867":5,"59e":[13,16],"5dex":[8,13,14,15],"5e":13,"5m":13,"5mb":[8,13],"5msun":0,"5s":13,"6":[0,1,5,6,7,8,9,11,12,13,14,15,16,19,23,40],"60":[5,13,31],"600":5,"6000":0,"600000":0,"600258":5,"600593":5,"6008":5,"601":5,"60101":5,"602":5,"603":[5,13],"6032":5,"604":5,"60468":5,"605":5,"60547":5,"6058":5,"606":[5,13],"606169":5,"60636":5,"607":13,"608":[5,13],"608269":5,"608402":19,"608485":5,"608655":5,"60876":5,"609":5,"6094":5,"61":[5,13,16],"610184":5,"610285":5,"611":[5,13],"61117":5,"611632":5,"611763":5,"611785":5,"612":[5,13],"612281":5,"613":[5,13],"613167":5,"614":[5,13],"6145":5,"615":5,"615165":5,"61521":5,"616":[5,13],"6161":5,"616737":5,"61679":5,"617":[5,13],"617224":5,"6179":5,"618":5,"6181":5,"6182":5,"618382":5,"618445":5,"6185":5,"618705":5,"619":[5,13],"619099":5,"61e":13,"62":[0,5,13],"620":13,"621":15,"6212":5,"62124":19,"621375":5,"6215":5,"622":5,"62200":5,"622081":5,"622494":5,"6225":5,"623":13,"623052":5,"623232":5,"623354":5,"62366":5,"624":[5,13],"624125":5,"625":[0,5],"62549":5,"626":[5,13],"627748":19,"628":[5,13],"628169":5,"629":[5,13],"63":[5,8,13],"630":13,"631":[5,8],"63153":5,"632":[5,13],"6328":5,"633":5,"633148":5,"633684":5,"634":[5,13],"634261":5,"6344":5,"634667":19,"635":[0,13],"63566e":5,"635703":5,"636":13,"636985":5,"637":[5,13],"637666":5,"637754":5,"6379":5,"638":[5,13],"63818":5,"6384":5,"6388":5,"639":[5,13,19],"63923":5,"639951":5,"63e":13,"64":[5,13],"640":[5,13],"6409":5,"641":13,"6413":5,"64137":5,"642":13,"64207":5,"64265":5,"6429":5,"643":13,"64359":5,"6438124832773024":13,"644":[5,13],"64463":5,"645":[5,13,19],"645286":5,"645339":5,"645763":5,"646":5,"64611":5,"646273":5,"647":5,"647161":5,"64724":5,"6474":5,"6475":5,"648":5,"648549":5,"6485656144116352":13,"648566":13,"6489":5,"649":16,"6492":5,"6493":5,"64932":5,"649327":5,"64e":13,"65":[5,13,38],"651":5,"6514":5,"6515":5,"65262":5,"652638":13,"652755":5,"653":5,"6548":5,"6550":5,"6552":5,"655371":5,"6556":5,"6559":5,"656":5,"6562":5,"657":5,"6571":5,"6579":5,"658":5,"6588":5,"659":5,"659393":5,"659448":5,"659469":5,"659526":5,"659581":5,"659743":5,"65976":5,"65e":13,"66":[5,13],"66016":5,"66025":5,"6602514":13,"6604":5,"660415":5,"661":5,"661725":5,"662":5,"6626":5,"66293":16,"663":5,"663251":5,"663976":5,"664":5,"664546":5,"6649":5,"665406":5,"66554":5,"665969":5,"666661":5,"667":5,"6674":5,"668":5,"668328":5,"669":5,"66914":16,"66915":5,"669442":5,"66e":13,"67":[5,13,16],"670":5,"67023":5,"670337":5,"670413":5,"670422":5,"67059":5,"671":5,"671001":5,"671551":5,"67179":5,"672":5,"67245":5,"673":5,"674":[5,16],"6745":5,"674645":5,"6747":5,"6749":5,"675":5,"675689":5,"6758":5,"676":5,"676181":5,"676215":5,"6764":5,"6765":5,"677":5,"6771":5,"677623":5,"678":[5,12],"678026":12,"679":[5,8],"679223":5,"6797":5,"67e":13,"68":[5,8,13,16],"681":5,"681473":5,"681487":5,"6816":5,"682":[5,8],"6822":5,"683":5,"6831":5,"6832":5,"6834":5,"683467":5,"68376":5,"684":[5,8],"684890":13,"685":[8,13],"685255":5,"685872":5,"686":5,"686591":5,"687":[5,8],"68746":5,"688":[5,8],"6883":5,"6885":5,"689":5,"689781":5,"689835":5,"68e":13,"69":[5,13],"690":13,"690157944401e":16,"690194":13,"690203":5,"6905":5,"690746":5,"6908":5,"6909":5,"691":[5,8],"691586":5,"692":5,"693":[5,8],"693128":5,"693321":5,"6934":5,"693944":5,"694":[5,8,13],"6944":0,"694517":13,"695":5,"6952":5,"695505":5,"69569":5,"696":5,"696003":19,"696284":5,"697":5,"6975":5,"697827":5,"698":[5,13],"69808":5,"698517":5,"6989":5,"699":5,"6e":[8,13],"6e1":32,"6e5":0,"6m":13,"6mb":[8,13],"6msun":0,"6s":[8,13],"7":[0,1,5,6,7,8,9,12,13,14,15,16,18,19,23,32,40],"70":[5,8,13,32],"700":[5,19],"70005":5,"700359":5,"70043":5,"70052":5,"70054":5,"701":5,"702":5,"70235":5,"7028":5,"703":5,"703545":5,"70365":5,"704":5,"70429":5,"7046":5,"705":[5,19],"7052":5,"705715":5,"706":5,"7060":5,"706029":5,"706126":5,"706483":5,"706780":13,"7069":5,"706984":5,"707":[5,13],"708":5,"7085":5,"7087":19,"709":5,"7093":5,"709965":5,"70e":13,"71":[5,13],"710":5,"7106":19,"7107":5,"7108":5,"711":5,"7114":5,"712":5,"712414":5,"713946":5,"714712":5,"7151":16,"716":5,"71662":9,"71746":5,"71818":5,"7184":5,"718549":5,"718593":12,"7188":5,"719058":5,"7193637":16,"71e":13,"72":[5,13],"720749":5,"721":5,"7210":5,"7214":5,"7219":5,"722":5,"72386":5,"724":[5,9],"72498e":[9,16],"725":5,"725718":5,"726":19,"726002":5,"72611":5,"72617":5,"7267":5,"7269":5,"727":5,"727196":5,"72764":5,"728":[5,8],"7282":5,"728237":5,"72832e":5,"7286450862884521":16,"728797":5,"729":5,"729193":5,"7292":5,"7296":5,"72983":5,"72e":13,"73":[5,13,16],"730":5,"731":5,"7315":5,"7319":5,"732":5,"7322":5,"732244":8,"7324":5,"7326":5,"732818":5,"732953":5,"732983":5,"7335":5,"734":5,"7342":5,"734534":5,"735":5,"7354":5,"7359":5,"736":[5,8],"736112":5,"7365":5,"737":5,"7370":5,"73729":16,"737411":5,"73765":16,"738":5,"7380":5,"7381":5,"738399":5,"7384":5,"7385":5,"738524":5,"7386":5,"739":5,"7390":5,"7394":16,"739962":5,"73e":13,"74":[5,13],"740":5,"740494":5,"740929":5,"7413":5,"741346":5,"741448":5,"7418":5,"7419":5,"742":5,"7420":5,"7421":5,"7422":5,"7423":5,"7424":5,"7425":5,"7426":5,"7427":5,"7428":5,"7429":5,"743":5,"7430":5,"7431":5,"743118":5,"7432":5,"7433":5,"7434":5,"7435":5,"7436":5,"7437":5,"7438":5,"743837":5,"7439":5,"744":5,"7440":5,"7446":5,"7447":5,"7448":5,"7449":5,"745":5,"7450":5,"7451":5,"7452":5,"7453":5,"7454":5,"7455":5,"7456":5,"7457":5,"7458":5,"74583":5,"7459":5,"746":5,"7460":5,"7461":5,"7462":5,"747":5,"7472":5,"748":[5,19],"748832":5,"749":5,"75":[0,5,8,13],"750":[5,6],"7500":5,"75005":5,"750149":5,"750806":5,"7509":19,"751305":5,"752":5,"752134":5,"752438":5,"7527":5,"753":5,"7530":5,"7536":5,"7537":5,"754":5,"754141":5,"7544":5,"755":5,"75508":5,"755323":5,"7554":5,"7557":5,"756":5,"7564":5,"7566":5,"756794139032e":16,"756795":5,"757":[5,8],"757025":5,"7572":5,"758":[5,19],"7582":5,"7589":5,"759":5,"75921":5,"75931":5,"7595":5,"7598":5,"75988":16,"75e":13,"76":[5,13],"760064":5,"760389":5,"7605":5,"7607":5,"761":5,"7612":5,"7613":5,"76134":5,"761478":5,"7617":5,"7619":0,"7620":5,"7622":5,"7626":5,"7629":5,"763":[5,32],"7631":5,"7633":5,"7635":5,"764":5,"76416e":5,"7644":5,"7645":5,"764629":5,"7647":5,"764989":5,"765":5,"7650":5,"7657":5,"7659":5,"766":5,"766094":5,"7666":5,"7669":5,"767":5,"7671":5,"7675":5,"7677":5,"7678":5,"7679":5,"768":5,"7683":5,"768339":5,"7684":5,"768655":5,"7689":5,"769":5,"7690":5,"7691":5,"769195":5,"7695":19,"76e":8,"77":[5,13,15],"7705":5,"770532":5,"7706":5,"7709":5,"7714":5,"7717":5,"7718":5,"772":5,"7720":5,"7721":5,"7722":5,"7727":5,"7728":5,"773":5,"7730":5,"7731":5,"773166":5,"7734":5,"7735":5,"7736":5,"7737":5,"774":[5,12],"7741":5,"77416":5,"7742":5,"7743":5,"7745":5,"77455":5,"7748":5,"774954":5,"774969":5,"775":[5,19],"7750":5,"77505":5,"7751":5,"7752":5,"77541":5,"7757":5,"7759":5,"776":[5,19],"7761":5,"77624":5,"776263":5,"77631":5,"7764":5,"7765":5,"776523":5,"7766":5,"7767":5,"776818":5,"7769":5,"777":5,"7772":5,"7773":[5,19],"7774":5,"77766":5,"7779":5,"778":5,"7781":5,"7782":5,"7785":5,"7789":5,"779":5,"7790":5,"7792":5,"7795":5,"7797":5,"78":[5,13],"78012":5,"7803":5,"7806":5,"781":5,"781046":5,"78125":0,"7813":5,"7817":5,"7819":5,"782":5,"7823":5,"7825":5,"7826":5,"7827":5,"7828":5,"783":[5,12],"7831":5,"7836":5,"783746":5,"783792":5,"784":5,"7840":5,"7842":5,"7843":5,"7844":5,"7845":5,"7848":5,"78488":5,"784972":5,"785":5,"7852":5,"785539":5,"7856":5,"7858":5,"786":5,"786062":5,"7861":5,"7863":5,"7864":5,"7868":5,"786e":19,"787":5,"7871":5,"787102":5,"787368":5,"7874":5,"7875":5,"78767":16,"7877":5,"787705":5,"7879":5,"788":5,"78817":19,"7882":5,"7883":5,"7886":5,"7887":5,"789":5,"789064":5,"7891":5,"789188":5,"7893":5,"7898":5,"789859":5,"7899":5,"78e":13,"79":[5,13],"7901":5,"7902":5,"7903":5,"7905":5,"7907":5,"7909":5,"790941":5,"791":5,"7911":5,"7912":5,"791274":5,"7913":5,"791478":5,"7916":5,"7918":5,"7919":5,"791991":5,"792":5,"7920":5,"7925":5,"7926":5,"79264":5,"7927":5,"792721":5,"792744":5,"7928":5,"7933":5,"7934":5,"7936":5,"793832":5,"7941":5,"79412":5,"7942":5,"7943":5,"7944":5,"795":[5,32],"795024":5,"7958":5,"796":5,"7960":5,"7962":5,"7964":5,"796455":19,"7965":5,"7967":5,"7968":5,"7969":5,"797":5,"7973":5,"7974":5,"7975":5,"7979":5,"798":5,"7980":5,"7982":5,"7988":5,"799":5,"7990":5,"79911":5,"7996":5,"7997":5,"7998":16,"799889":5,"79e":13,"7a2e4301f5224b2cb8939d2297df0aad":15,"7e":13,"7m":13,"7mb":13,"7s":8,"8":[0,3,5,6,8,9,12,13,14,15,16,19,31,32],"80":[5,13,32,38],"800":6,"8000":5,"8001":5,"8003":5,"8004":5,"8008":5,"8009":5,"801":5,"8010":5,"8012":5,"8013":5,"802":5,"802706":6,"803":5,"8031":5,"8034":5,"8039":5,"804":5,"80402":5,"8043":5,"8044":5,"8047":5,"8048":5,"804961":5,"805":5,"8050":5,"8053":5,"8055":5,"805733":5,"8058":5,"8059":5,"806":5,"8060":5,"80602":19,"8062":5,"806431":5,"8065":5,"8066":5,"8067":5,"806722":5,"80677":16,"807":5,"8071":5,"8073":5,"807331":5,"807361":5,"8074":5,"807403":5,"8076":5,"8079":5,"808":5,"808134":5,"809":[5,6],"8091":5,"8095":5,"80954":5,"809662":5,"80e":13,"80msol":32,"81":[5,8,13],"810":8,"8101":5,"8104":5,"8105":5,"8107":5,"8108":5,"8109":5,"811":5,"8111":5,"8115":5,"812":5,"8121":5,"812296769855663":16,"8123":5,"8124797":6,"813":5,"81352":5,"8138":5,"81395":9,"814":5,"8140":5,"8141":5,"814387":5,"815":5,"8151":5,"81543":16,"8155":5,"81559":16,"81562":5,"8158":5,"816":5,"8163":5,"81645":16,"816958":5,"817":[5,12],"81705":5,"817432":5,"817608462595e":16,"817620e":19,"81762e":19,"8178":16,"817843":5,"817888":5,"818":5,"8182":5,"818294":5,"819":5,"8194":5,"8195":5,"8196":5,"819715":5,"8199":5,"81e":13,"82":[5,13],"8200":5,"8202":5,"82041":16,"8205":5,"82064":5,"821":5,"82104":16,"82129":16,"821301":5,"821367":5,"82164":16,"82171":16,"822":5,"82224":5,"8224":5,"82245":5,"823":5,"82325":5,"8234":5,"823767":5,"824494":5,"8245":5,"8247":5,"82479":16,"824848":5,"82486":5,"8249":5,"825":5,"8250":5,"825086":5,"8251":5,"8252":5,"8254":5,"82563":13,"825648":5,"826":5,"8261":5,"8263":5,"82642":5,"826771":5,"8268":5,"826831":5,"827":5,"8271":5,"8276":5,"82797":5,"828":5,"8280":5,"828241":5,"828858":5,"829":5,"829017":5,"8292":5,"8293":5,"8295":5,"829668":5,"829726":5,"829757":5,"8299":5,"82e":13,"83":[5,8,13],"830":[5,19],"8300":5,"8303":5,"830541":5,"831236":5,"832":5,"832981":5,"833":5,"8339":5,"834303":5,"834483":5,"835":5,"8354":5,"836":[5,6],"836621":5,"83672":5,"836783":5,"837":5,"8372":5,"83762":5,"8377":5,"837816":5,"8379":5,"838":[5,6],"838411":6,"838423":5,"83843":5,"839":5,"8399":5,"83e":13,"84":[5,8,13,16],"840":5,"84029":5,"84071":5,"840796":5,"840994":5,"841":5,"841284":5,"841718":5,"8427e":19,"8429":5,"843":5,"8435":5,"8435e":19,"844":[5,6],"8441":5,"84428":5,"8443":5,"845":5,"84502":5,"8452":5,"845387":5,"845641":5,"846":[5,6],"846045":6,"847":5,"847153":5,"84827":5,"848380621869e":9,"848866":5,"8493":5,"85":[5,8,13,38],"850":5,"850309":5,"851":5,"851646":5,"852":5,"852252":5,"8523":5,"852712":5,"853":5,"8533":5,"854":5,"85406e":5,"8544":5,"8545":5,"854649":5,"855":5,"856":[5,13],"85661":19,"8569":5,"857":5,"8573":5,"857699":5,"8577":5,"858":[5,6],"8585":5,"859":5,"8596":5,"859753":5,"8598":5,"859977":5,"86":[5,8,13],"860402":5,"8605":5,"861":5,"861368":5,"863":[5,8],"86323":5,"86334":5,"8635":5,"8638":5,"865":5,"8653":5,"8654":5,"865806":5,"866":5,"8664":5,"867":5,"86728":5,"8674":5,"8678":5,"86794":5,"868":5,"8683":5,"86878":5,"869":5,"86918":5,"8694":5,"869544":5,"87":[5,13],"870":5,"8704":5,"8706":5,"8708":5,"871":5,"872":5,"872312":5,"872316":5,"873":5,"8731":5,"873639":5,"874":5,"874638":5,"875":5,"876":5,"876084":5,"876382":5,"877":5,"877963":5,"878":5,"87813":5,"878253":5,"879":5,"8791":5,"87e":13,"88":[5,13],"880":5,"8805":5,"880528":5,"881":5,"8813":5,"882017":5,"8828":5,"883":5,"883252":5,"88343":5,"8837":5,"884":5,"8840":5,"8843":5,"88441":5,"884461":5,"8846":5,"8848":5,"885":5,"8851":5,"8853":5,"8855":5,"885537":5,"8856":5,"8858":5,"88581":5,"886":5,"8860":5,"8862":5,"8864":5,"8866":5,"8867":5,"8868":5,"8869":5,"887":5,"8870":5,"8871":5,"8872":5,"8873":5,"8874":5,"8875":5,"8876":5,"8877":5,"8878":5,"888":5,"8880":5,"8881":5,"888123":5,"8882":5,"8884":5,"8886":5,"888613":5,"8887":5,"8889":5,"889":5,"8891":5,"8892":5,"8893":5,"8894":5,"8896":5,"8897":5,"8898":5,"8899":5,"89":[5,6,13,15,16],"890":5,"8901":5,"8902":5,"8903":5,"8904":5,"8906":5,"8907":5,"8908":5,"8909":5,"891":5,"8910":5,"891056":5,"8911":5,"8912":5,"8917":5,"892":5,"89211":19,"8924":5,"8926":5,"893":5,"8934":5,"8935":5,"8939":5,"893941":5,"894":5,"894041":5,"8941":5,"8949":5,"895":5,"8955":12,"895821":5,"896":5,"8961":5,"896110e":19,"896196":5,"896286":5,"8972":5,"8975":5,"897612":5,"898":5,"8982":5,"898786":5,"899":5,"8992":5,"899464":5,"8a7d52edc59346ce991063d9e05e9ba7":6,"8e":0,"8m":[8,13],"8mb":13,"8s":[8,13],"9":[0,5,6,7,8,9,12,13,15,16,19],"90":[5,8,13],"900":5,"901":5,"901988":5,"902":5,"903":5,"9032":5,"9036":5,"9038":5,"904":5,"9043":5,"9046":5,"9047":5,"905":5,"905447944397":16,"9057":5,"906":5,"906059":5,"906299":5,"90695":5,"907":5,"9071":5,"90716":5,"9073":5,"9074":5,"908":5,"9087":5,"909":5,"9093":5,"9098":5,"90e":13,"91":[5,8,13],"910419":5,"9105":5,"910817":5,"910981":5,"911":5,"9110":5,"911093":5,"9113":5,"912":5,"912238":5,"912283":5,"912289":5,"912327":5,"9127":5,"912919":5,"913":5,"9139":5,"914":5,"9147":5,"9148":5,"915":[5,8],"915148":5,"915221":5,"9153":5,"91548":5,"916":5,"916093":5,"916207":5,"917":5,"917439":5,"9179":5,"918":5,"918543":5,"9189":5,"919":5,"9196":5,"91e":13,"92":[5,13],"920":5,"9203":5,"9206":5,"920832":5,"921":5,"9214":5,"922":5,"922199":5,"923":5,"92382":5,"924":5,"924056":19,"925":5,"9253":5,"9255":5,"9256":5,"925761":5,"926":5,"9263":5,"9264":5,"927":5,"929":5,"929511":5,"92995":5,"92e":13,"93":[5,13],"930":[5,15],"930282":5,"9304":5,"93044":5,"9308":5,"9309":5,"930943":5,"931":5,"9310":5,"932":5,"9323":5,"932839":5,"933":5,"9339":5,"934":5,"9342":5,"935":5,"935069":5,"9351":5,"9357":5,"935816":5,"936":5,"936532":5,"936762":5,"937":5,"9373e":19,"938":5,"938568":5,"938576":5,"93898":5,"939":5,"939376":5,"939378":5,"939757":5,"93e":13,"94":[5,6,8,13,20],"941":[5,8],"9411":5,"941478":5,"942":5,"942154":5,"9423":5,"9427":5,"942854":5,"943":5,"944":5,"9445":5,"94464":5,"945":5,"9452":5,"946":5,"946468":5,"946757":5,"947":5,"9471":5,"947719":5,"947774":5,"94797":5,"948":5,"949":5,"95":[5,13,15],"950":5,"9505":5,"950733":5,"9508":16,"951":5,"951344":5,"951597":5,"952":5,"9524":5,"952496":5,"953":5,"953182":5,"9537":5,"953738":5,"953798":5,"954":5,"954624":5,"9548":5,"954848":5,"955":5,"9557":5,"956":5,"9561":5,"956619":5,"957":5,"9573":5,"95783":5,"957894":5,"958":5,"959":5,"959422":5,"959492":5,"9595":5,"9598":5,"95e":8,"96":[5,6,8,13],"960":5,"9603":5,"9606":5,"960734":5,"961":5,"9610":5,"96112":5,"96161":5,"962":5,"962482":5,"962876":5,"963":[5,8],"964":5,"9648":5,"965":5,"9650":5,"965167":5,"96557e":5,"966":5,"966681":5,"967":5,"968":5,"969":5,"96963":5,"96e":13,"97":[5,13],"970":5,"970206":5,"970505":5,"970783":5,"971":5,"9713":16,"971686":5,"971941":5,"972":5,"9725":5,"973":[5,13],"973135":5,"97316":5,"9739":5,"9739752":8,"974":5,"9743":5,"9749":5,"975":5,"9757":5,"9758":5,"975864":5,"976":5,"976041":5,"977":5,"9779":5,"97797":5,"978":5,"979":5,"9794":5,"9797":5,"97e":[8,13],"98":[5,13,15],"98061":5,"98081":5,"98096":5,"981":5,"981292":5,"9814":5,"981555":5,"9816":5,"982":5,"9825":5,"983":5,"983229":5,"984":[5,15],"9841":5,"9842":5,"9844":16,"985":5,"9851":5,"985359":5,"9859":5,"986":[5,8],"9869":5,"987":5,"988":5,"988755":5,"989":5,"98e":13,"99":[5,13,15],"990":5,"9900":5,"9902":5,"9909":16,"991":5,"9912":5,"991224":5,"991657":8,"99191":9,"99192":9,"99194":9,"992":5,"99203":5,"9927":[5,12],"993":5,"994":5,"994118":5,"9948":16,"995":5,"995631":15,"995687":5,"995824":5,"996":[5,8],"996798":5,"997":5,"9977":5,"997751":5,"998":5,"998023":5,"99808":5,"998563":5,"999":5,"999122":5,"9999999999999998":15,"99e":13,"9e":8,"9m":13,"9mb":[8,13],"9s":[8,13],"abstract":41,"boolean":[0,2,7,20,21,22,25,39,43],"break":0,"case":[0,2,4,7,16,20,22,23,26,31,38],"catch":[6,8,12,13,14,15,16,19,20,22],"char":22,"class":[2,3,20,23,24],"const":[6,8,13,14,15],"default":[0,1,2,3,6,7,9,11,13,14,15,16,19,20,21,22,26,27,29,30,31,32,34,37,38,39,41],"do":[0,1,2,5,6,7,8,9,11,13,14,15,16,19,21,22,23,25,26,31,32,34,38,40,43],"export":[3,16,20,21,31],"final":[5,8,13,14,15,19],"float":[0,2,3,5,7,11,12,17,20,32,33,38,43],"function":[0,1,2,3,4,5,6,8,9,18,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,43],"import":[5,6,7,8,9,11,12,13,14,15,16,17,18,19,20,35],"int":[0,1,2,5,7,13,16,20,21,22,26,32,33,34,35,38,43],"krtickov\u00e1":0,"kub\u00e1t":0,"long":[0,6,8,16,22,28,31,35,39,42],"new":[0,2,6,8,12,13,14,15,16,20,21,26,31,32,35],"null":[0,6,7,8,20],"paczy\u0144ski":0,"public":[13,14,15,16,23],"return":[1,2,3,5,6,7,8,11,12,13,14,15,16,19,20,21,22,25,26,27,28,29,30,31,32,34,35,37,38,39,41,43],"short":[0,6,8,13,14,15,42],"super":0,"switch":0,"throw":[23,40],"true":[0,2,3,5,6,8,11,13,14,15,16,18,19,20,21,22,25,26,28,30,31,34,35,37,38,39],"try":[0,2,5,8,12,13,14,15,16,23,26,31,35,40],"void":9,"while":[0,5,6,7,8,13],A:[0,2,4,16,29,43],And:[23,34,40,43],As:[0,6,8,12,13,14,15,16],At:[6,16],But:12,By:[0,6,13,14,15,16,19,22],For:[0,2,9,12,13,14,15,25],If:[0,2,6,7,8,13,14,15,16,20,21,22,23,25,26,27,28,30,31,32,35,37,40,41,43],In:[0,2,6,8,9,11,12,13,14,15,16,19,22,31,38],It:[0,6,7,8,11,12,13,14,15,16,17,19,22,23,31,34,40],Its:22,NO:22,NOT:[0,35,38,41],No:[5,7,16,22,23,40],Not:[6,8],OR:[2,19],On:[0,16,20,31],One:[0,22],Or:[16,19],Such:8,That:[0,6],The:[0,1,2,3,4,6,7,8,9,11,12,13,14,15,16,17,19,20,21,22,23,25,26,28,29,30,31,32,33,35,37,38,40,41],Then:[2,6,20,23,40],There:[6,7,8,9,11,12,13,14,15,16,17,19,21,22,25,32,34],These:[6,7,13,14,15,16,20,22,25,26],To:[0,7,12,13,14,15,16,22,23,31,32,40],Will:[0,20,22,41],With:34,_1:[13,14,15],_:[6,8,13,14,15,22,34],__:16,__arg_begin:7,__attribute__:9,__delitem__:29,__enter__:20,__exit__:20,__getitem__:[2,29],__iadd__:2,__setitem__:29,_actually_evolve_system:22,_binary_c_bind:[7,9,12,17,39,43],_binary_c_config_execut:22,_binary_c_dir:22,_binary_c_execut:22,_binary_c_shared_librari:22,_commandline_input:22,_count:22,_custom_logging_shared_library_fil:22,_end_time_evolut:22,_errors_exceed:22,_errors_found:22,_evolution_type_opt:22,_failed_count:22,_failed_prob:22,_failed_systems_error_cod:22,_generate_grid_cod:22,_grid_vari:[14,15,22,35],_kill:22,_loaded_moe2017_data:22,_main_pid:22,_moe2017_json_data:22,_population_id:22,_pre_run_setup:21,_probtot:22,_process_run_population_grid:22,_queue_don:22,_repeat:22,_restart_dir:26,_set:21,_set_moe2017_grid:22,_start_time_evolut:22,_store_memaddr:22,_system_gener:22,_total_mass_run:22,_total_probability_weighted_mass_run:22,_total_starcount:22,_zero_prob_stars_skip:22,a173:0,a_in:5,a_out:5,ab:[0,20],abat:0,abbrevi:42,abl:7,about:[4,6,8,13,14,15,16,20,21,22,26,31,34,43],abov:[0,6,9,12,14,15,16,20,21,32],abridg:[7,9,16],absolut:[0,20,38],abund:0,ac:[6,16],acceler:0,accept:[16,20,27],access:[2,9,12,13,14,15,16,22,26,31],accord:[0,6,31,32,38],accordingli:[12,14,15,16],account:[0,22,32],accret:[0,5],accretion_limit_dynamical_multipli:0,accretion_limit_eddington_lmms_multipli:0,accretion_limit_eddington_steady_multipli:0,accretion_limit_eddington_wd_to_remnant_multipli:0,accretion_limit_thermal_multipli:0,accretor:[0,5,43],accur:[13,14,15],acquir:5,act:[0,14,15,16,22],activ:[0,22],actual:[0,3,6,8,9,12,13,14,15,16,21,22,23,25,30,32,38,40],ad:[2,4,6,8,12,31,35],adam:0,adapt:[0,14,15],add:[0,2,6,8,9,12,13,14,15,16,21,22,25,32,35,36,38],add_ensemble_metadata:36,add_grid_valu:38,add_grid_vari:[6,8,13,14,15,16,35],add_system_metadata:36,addit:0,address:[1,7,9,22,43],admittedli:25,adress:[7,9,43],advis:9,af:5,affect:[0,6],after:[0,6,8,9,13,14,15,16,21,22,31,35,38],ag89:0,ag:[0,4,5,6,8,15,23,38],again:[2,3,6,11,12,20,22],against:25,agb:[0,6],agb_3dup_algorithm:0,agb_core_algorithm:0,agb_core_algorithm_default:0,agb_core_algorithm_hurlei:0,agb_core_algorithm_karaka:0,agb_luminosity_algorithm:0,agb_luminosity_algorithm_default:0,agb_luminosity_algorithm_hurlei:0,agb_luminosity_algorithm_karaka:0,agb_radius_algorithm:0,agb_radius_algorithm_default:0,agb_radius_algorithm_hurlei:0,agb_radius_algorithm_karaka:0,agb_third_dredge_up_algorithm_default:0,agb_third_dredge_up_algorithm_hurlei:0,agb_third_dredge_up_algorithm_karaka:0,agb_third_dredge_up_algorithm_stancliff:0,ago:6,al:[0,32,43],albedo:0,algorithm:[7,23],algothim:0,all:[0,1,2,3,6,7,8,11,12,13,14,15,16,18,19,20,21,22,23,24,25,26,27,31,32,34,38,39,40,41],all_info:21,alloc:[7,38],allow:[0,2,9,18,19,22,29,32],allow_nan:3,almost:22,along:[0,22,23,34,40],alpha:[0,5],alpha_:8,alpha_c:[0,5,6,8],alpha_ej:5,alphacb:0,alreadi:[6,16,17,26,31,35],also:[0,4,5,6,7,8,9,13,14,15,16,19,20,21,22,23,26,28,31,34,39,40,43],alter:[8,13,35],altern:[0,22],although:17,alwai:[0,22,32,38],amanda:0,amax:32,amin:32,amount:[0,2,7],amp:[6,8],an:[0,2,3,6,7,8,11,12,13,14,15,16,19,20,22,23,26,27,30,31,32,33,34,35,36,37,38,41],analys:41,analyt:[6,8,13,14,15,16,21,23,24],analyz:12,andrew:[23,40],andronov:0,angelou_lithium_cheb_decay_tim:0,angelou_lithium_cheb_massfrac:0,angelou_lithium_cheb_tim:0,angelou_lithium_decay_funct:0,angelou_lithium_decay_tim:0,angelou_lithium_eagb_decay_tim:0,angelou_lithium_eagb_massfrac:0,angelou_lithium_eagb_tim:0,angelou_lithium_gb_decay_tim:0,angelou_lithium_gb_massfrac:0,angelou_lithium_gb_tim:0,angelou_lithium_hg_decay_tim:0,angelou_lithium_hg_massfrac:0,angelou_lithium_hg_tim:0,angelou_lithium_lmms_decay_tim:0,angelou_lithium_lmms_massfrac:0,angelou_lithium_lmms_tim:0,angelou_lithium_ms_decay_tim:0,angelou_lithium_ms_massfrac:0,angelou_lithium_ms_tim:0,angelou_lithium_tpagb_decay_tim:0,angelou_lithium_tpagb_massfrac:0,angelou_lithium_tpagb_tim:0,angelou_lithium_vrot_trigg:0,angelou_lithium_vrotfrac_trigg:0,angular:[0,17,25],ani:[0,3,12,16,20,21,23,26,32,35,39,40],anoth:[0,26],ansi:[0,20],ansi_colour:0,anyth:[0,13,14,15,16,20,22,38],anywai:[12,16,32,35],api:[0,4,20,23,26],api_log_filename_prefix:[0,5,12,17],appear:22,append:[1,2,6,12,13,14,15,17],appli:0,apply_darwin_radau_correct:0,appropri:[0,16,22,26,29,30,31,35,37],approxim:[0,6,8],ar:[0,1,2,3,4,6,7,8,9,11,12,13,14,15,16,17,19,20,21,22,23,25,29,30,31,32,34,35,37,38,39,40,43],arang:19,aren:[22,32],arenou2010_binary_fract:32,arg:[5,7,16,20,29,32,33],arg_dict:[2,20],argh:17,argopt:0,argpair:[11,39],argstr:[7,9,12,17,19],argument:[0,2,7,12,14,16,17,18,19,20,21,22,26,27,32,39,41],argument_of_periastron:0,argument_of_periastron_quadrupl:0,argument_of_periastron_tripl:0,aritif:8,around:[0,9,12,18,19],arrai:[12,16,19,20,22,32,35,38],arrow:0,artefact:[14,15],artifici:0,artificial_accretion_end_tim:0,artificial_accretion_ignor:0,artificial_accretion_start_tim:0,artificial_angular_momentum_accretion_r:0,artificial_mass_accretion_r:0,artificial_mass_accretion_rate_by_stellar_typ:0,artificial_orbital_angular_momentum_accretion_r:0,arxiv:[0,32],ask:[0,7,43],asplund:0,assign:[13,14,15,16,35],associ:[6,8,13,14,15,30,37],assum:[0,6,8,13,17,25,38],ast871:0,astronomi:0,astrophys:[8,14,15],astropi:[23,25,40],asymptot:6,atom:39,attempt:[3,20,21],au:17,auto:[1,24],autogen_c_logging_cod:[1,9,19],autogener:19,automat:[0,1,9,16,18,19,22,23,29,31,34,35,40],autoviv:2,autovivif:2,autovivificationdict:2,avaibl:[23,40],avail:[0,7,8,9,13,14,15,16,20,22,23,28,40],avoid:[6,7,8],awai:[0,13],ax:19,axessubplot:18,axi:[0,25],b6213f2eb7f94d3196cf966b7b76b9f9:15,b:[22,31],b_1:0,b_2:0,b_3:0,b_4:0,b_inclination1:0,b_inclination2:0,b_inclination3:0,b_inclination4:0,back:[0,2,5],background:19,backward:0,bagb:0,bar:[14,15],barn:0,base:[0,2,3,8,13,14,15,16,20,21,23,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,43],base_filenam:[16,21],bash:22,basic:[16,31],batch:22,batchmod:0,batchnam:22,bb:0,bbox_inch:19,beasor:0,becaus:[0,2,6,7,8,12,13,14,15,17,19,21,22,23,29,31,32,40],becom:[0,1,2,5,9,14,15,17,20,22],been:[0,2,11,21,22,26,28,30,37],befor:[0,2,5,6,8,13,14,15,16,21,22,23,31,32,40],beg_bss:5,beg_rch:5,beg_symb:5,begin:6,behaviour:[2,6,13,14,15,16,41],behind:19,being:[30,37],belczynski:0,below:[0,4,6,7,8,9,13,14,15,16,22,32],berro:0,bertolami:0,best:[5,21,22],beta:0,beta_reverse_nova:0,beta_reverse_novae_geometri:0,better:[0,2,4,7,16,26,30,31,37,43],between:[0,7,22,32,38],bewar:[16,31,35],beyond:17,bh:[0,5,8],bh_belczynski:[0,5],bh_bh:5,bh_fryer12_delai:0,bh_fryer12_rapid:[0,5],bh_fryer12_startrack:0,bh_hurley2002:0,bh_prescript:[0,5],bh_spera2015:0,bhbh:5,big:[0,22],bin:[0,8,13,14,15,20,22,23,38,40],bin_data:[8,13,14,15,20],binari:[4,7,8,12,14,15,22,23,25,32,35,40,43],binary_c2:[23,40],binary_c:[1,2,3,4,6,8,13,14,15,17,20,21,22,25,29,31,32,35,39,41],binary_c_api_funct:9,binary_c_cal:[16,31],binary_c_default:16,binary_c_grid:[6,8,13,16],binary_c_grid_25014bc73b334765a1c09a4e4a97ed66:13,binary_c_grid_26171201413c43f5b91552a374879940:6,binary_c_grid_2b66f805db424c48a1d29c45092b6e3c:8,binary_c_grid_8a7d52edc59346ce991063d9e05e9ba7:6,binary_c_grid_ce756bb317f64099a459bf8b55a746ac:16,binary_c_grid_f4e5925effeb42e69b5be956f400ae41:6,binary_c_inline_config:1,binary_c_log_cod:[1,9,12,18,19],binary_c_macro:0,binary_c_output:3,binary_c_paramet:[0,6,13,14,15,16],binary_c_python:[6,7,8,12,13,14,15,16,20],binary_c_python_api:19,binary_c_task_:0,binary_c_write_log_cod:1,binary_grid:0,binary_star:43,binaryc:[1,20,41],binaryc_config:1,binaryc_json_seri:3,binarycdecod:3,binarycencod:3,binarycpython3:7,binarycpython:[1,2,3,4,5,6,7,8,9,11,12,13,14,15,16,17,18,19,20,21,23,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,43],binarygrid:[13,14,15,16],bind:[0,7,9,12,17],binned_log_luminos:[13,14,15],binned_post_period:8,binned_pre_period:8,binwidth:[8,13,14,15,20],birth:0,bit:[6,13],bivari:0,black:[0,4,6,23],black_hol:0,block:[16,35],bloecker:0,blog:1,boltzman:25,boltzmann:0,bondi:0,bondi_hoyle_accretion_factor:0,bool:[2,16,20,21,25,31,34,35,39],born:[0,6,13,14,15],bosswissam:20,both:[0,2,7,13,14,15,16],bottom:[0,16,35],bottomcod:[6,8,16,35],bound:[5,32,38],boundari:32,brake:0,branch:[0,6,20,39],branchcod:[6,8,16,35],branchpoint:[6,8,16,35],breakup:0,brighten:[14,15],broken:0,bse:[0,7,9,16,32],bse_opt:[6,8,13,14,15,16,21,38],bsf:0,buffer:[0,31],build:[0,1,4,7,20,26,32],build_q_tabl:32,built:[0,1,20,23,40],burn:0,busso:0,bye:0,bz2:31,c13_eff:0,c2:32,c:[0,1,5,7,9,12,16,41],c_auto_log:22,c_log:0,c_logging_cod:[6,8,9,12,13,14,15,16,22],cach:[21,22,23,24,28,34,38],cache_dir:[22,38],cachedir:38,cachetool:[22,29],cachetyp:29,calc_e_integr:32,calc_p_integr:32,calc_period_from_sep:43,calc_sep_from_period:[8,13,16,43],calc_total_probden:32,calcul:[0,2,6,8,13,14,15,16,20,22,28,32,35,43],calculate_constants_three_part_powerlaw:32,call:[0,1,2,11,12,14,15,16,17,20,21,22,25,26,30,31,33,35,37,38,39,41],call_binary_c_config:20,calls_filenam:16,can:[0,1,2,5,6,7,8,9,11,12,13,14,15,16,18,19,20,21,22,23,25,26,31,32,35,40,41,43],candid:8,cannot:[6,9,16,29,31,34],canon:22,cap:0,capit:[13,14,15],capsul:[1,7,20],captur:[0,20],carbon:[0,5,6],carbon_oxygen_white_dwarf:0,care:[6,13,14,15,22],carlo:[0,22],carrasco:0,carri:0,carriag:[20,22],cast:[19,20],catchtim:20,categor:7,categori:[7,16],categoris:20,caught:[12,20,39],caus:[5,13,43],cbdisc:0,cbdisc_albedo:0,cbdisc_alpha:0,cbdisc_eccentricity_pumping_dermin:0,cbdisc_eccentricity_pumping_method:0,cbdisc_eccentricity_pumping_non:0,cbdisc_end_evolution_after_disc:0,cbdisc_fail_ring_inside_separ:0,cbdisc_gamma:0,cbdisc_init_djdm:0,cbdisc_init_dm:0,cbdisc_inner_edge_strip:0,cbdisc_inner_edge_stripping_timescal:0,cbdisc_kappa:0,cbdisc_mass_loss_constant_r:0,cbdisc_mass_loss_fuv_multipli:0,cbdisc_mass_loss_inner_l2_cross_multipli:0,cbdisc_mass_loss_inner_viscous_accretion_method:0,cbdisc_mass_loss_inner_viscous_accretion_method_equ:0,cbdisc_mass_loss_inner_viscous_accretion_method_gerosa_2015:0,cbdisc_mass_loss_inner_viscous_accretion_method_non:0,cbdisc_mass_loss_inner_viscous_accretion_method_young_clarke_2015:0,cbdisc_mass_loss_inner_viscous_angular_momentum_multipli:0,cbdisc_mass_loss_inner_viscous_multipli:0,cbdisc_mass_loss_ism_pressur:0,cbdisc_mass_loss_ism_ram_pressure_multipli:0,cbdisc_mass_loss_xray_multipli:0,cbdisc_max_lifetim:0,cbdisc_minimum_evaporation_timescal:0,cbdisc_minimum_fr:0,cbdisc_minimum_luminos:0,cbdisc_minimum_mass:0,cbdisc_no_wind_if_cbdisc:0,cbdisc_outer_edge_strip:0,cbdisc_outer_edge_stripping_timescal:0,cbdisc_resonance_damp:0,cbdisc_resonance_multipli:0,cbdisc_torquef:0,cbdisc_viscous_l2_coupl:0,cbdisc_viscous_photoevaporative_coupl:0,cbdisc_viscous_photoevaporative_coupling_inst:0,cbdisc_viscous_photoevaporative_coupling_non:0,cbdisc_viscous_photoevaporative_coupling_visc:0,ce756bb317f64099a459bf8b55a746ac:16,ce:[0,8],cee:[0,8],cell:[7,13,14,15,16],cemp:0,cemp_cfe_minimum:0,centr:[8,16,35],central:17,central_object:0,centralis:41,certain:[22,23,40],certainli:22,cf:0,cf_amanda_log:0,cflag:[23,40],chabrier:32,challeng:[14,15],chandrasekhar:0,chandrasekhar_mass:0,chang:[0,1,2,5,6,8,9,13,14,15,16,19,20,21,22,23,34,35,40],chapter:[0,22,24],charact:[20,22,31],cheb:0,check:[0,6,8,13,14,15,16,19,20,21,22,26,30,31,32,34,37,41,43],check_circular:3,check_if_in_shel:20,chemic:[0,38],chen:0,child:20,child_dir:20,choic:[0,25,32],choos:[0,6,8,9,13,19,25,26,31],chose:12,chosen:[13,14,15,16,35],chunk:[30,37],ci:17,circular:[0,5],circumbinari:0,circumstanti:0,cl:3,claei:0,clark:0,clean:[1,6,12,14,15,21],clean_up_custom_logging_fil:21,clear:[14,15,39],clearli:[14,15],clock:20,close:[0,5,8,14,15,17,31],closedir:31,closefd:31,closer:5,cloud:0,clusterid:[22,30],cmdline_str:33,co2:[14,15],co:[0,5],coalesc:5,code:[0,1,6,8,9,12,13,14,15,16,18,19,21,23,25,30,31,32,34,35,37,38,40,41,43],collaps:0,collapsar:0,collect:43,collid:43,color:[20,25],color_by_index:25,colour:0,colour_log:0,column:[6,8,12,16,17,19,25],column_nam:12,com:[1,20,32],combin:[1,2,9,20,21,22],combine_ensemble_with_thread_join:22,combined_output_dict:36,come:[2,23,38,40],comenv:[5,8],comenv_bs:0,comenv_count:8,comenv_disc_angmom_fract:0,comenv_disc_mass_fract:0,comenv_ejection_spin_method:0,comenv_ejection_spin_method_do_noth:0,comenv_ejection_spin_method_sychron:0,comenv_ejection_spin_method_synchron:0,comenv_merger_spin_method:0,comenv_merger_spin_method_breakup:0,comenv_merger_spin_method_conserve_angmom:0,comenv_merger_spin_method_conserve_omega:0,comenv_merger_spin_method_specif:0,comenv_ms_accret:0,comenv_ms_accretion_fract:0,comenv_ms_accretion_mass:0,comenv_nandez2016:0,comenv_nelemans_tout:0,comenv_ns_accret:0,comenv_ns_accretion_fract:0,comenv_ns_accretion_mass:0,comenv_post_eccentr:0,comenv_prescript:0,comenv_splitmass:0,comenv_undef:0,comma:38,command:[0,1,16,20,21,22,23,31,40],command_lin:22,command_string_from_list:20,commandlin:16,comment:[16,26,30,37],common:[0,4,5,6,9,12,13,14,15,16,23],compact:[8,16],companion:[0,5,19,31],compar:[0,8,13,16,22],compens:[14,15],compil:[1,9,16,19,23,40],compile_shared_lib:1,complaint:31,complet:[6,8,13,14,15,16],complex:[2,8,9,18,19,22],compon:[20,25],compress:[3,31],compress_pickl:31,compression_typ:31,compresslevel:31,comput:[0,6,13,14,15],concaten:2,conceptu:13,concurr:22,condit:[6,8,9,13,14,15,16,18,19,35],condor:[22,23,24,26],condor_bash:22,condor_batchnam:22,condor_check_requir:30,condor_clusterid:[22,30],condor_d:22,condor_dir:[22,26,30,37],condor_env:22,condor_extra_set:22,condor_getenv:22,condor_grid:30,condor_initial_dir:22,condor_kill_sig:22,condor_memori:22,condor_njob:22,condor_outfil:30,condor_postpone_join:22,condor_postpone_submit:22,condor_process:[22,30],condor_pwd:22,condor_q:22,condor_queue_stat:30,condor_requir:22,condor_should_transfer_fil:22,condor_snapshot_on_kil:22,condor_status_fil:30,condor_stream_error:22,condor_stream_output:22,condor_submit:22,condor_univers:22,condor_warn_max_memori:22,condor_when_to_transfer_output:22,condorid:30,condorpath:30,config:[1,20,22,23,40],config_fil:1,configur:[6,11,12,13,14,15,16,19,22,27,32],confirm:31,conjunct:11,conserv:0,consid:[0,1,2,13,14,15,21,22,25,33,34,38],const_distribut:32,const_dt:38,const_dt_cach:38,const_int:38,const_linear:[16,35,38],const_rang:38,constant:[0,2,14,15,25,32,38],construct:[0,1,6,8,12,13,14,15,17,19,22],contact:5,contain:[0,1,2,3,7,11,12,13,14,15,16,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],content:[2,3,7,20,21,26],context:20,continu:[16,30,35,37],contribut:[23,40],control:[0,6,13,14,15,16,22],conv_time_unit:20,convect:0,conveni:20,converg:0,convers:2,convert:[2,3,6,8,17,20,21,31,32,38],convert_byt:20,convert_float_kei:3,convfloat:20,convfrac:5,cool:[0,6],copi:[0,8,14,15,22,43],core:[0,6,8,13,14,15,16,22,25],core_co:9,core_h:9,core_helium_burn:0,core_mass:[0,9],correct:[0,12,21,25,32,33,43],correctli:[12,19,23,40],correspon:[30,37],correspond:[16,25,30,35,37],corretor:0,cosmic:32,cosmic_sfh_madau_dickinson2014:32,cost:[13,14,15],could:[0,3,14,15,16,19,20,39],count:[2,5,6,19,20,22],count_keys_recurs:2,counter:22,coupl:[0,4],cours:[6,25],cover:[11,13,14,15],coverag:[23,40],cowd:0,cpu:[0,6,8,13,14,15,16,22,28],cpu_tim:28,cpython:7,crap_paramet:0,creat:[3,6,8,9,12,13,14,15,16,20,21,28,31,32,35,37],create_and_load_logging_funct:[1,9,19],create_arg_str:20,create_hdf5:20,creation:7,critic:0,cross:0,crunch:[6,8,13,14,15],cs1:17,ctype:1,cube:13,cubic:13,cuntz:0,current:[0,2,8,9,11,13,14,15,20,23,26,31,40],curv:[8,14,15],custom:[0,1,2,3,4,6,7,8,12,13,14,15,16,20,21,22,23,25,32,41],custom_format:[2,20],custom_gener:22,custom_log:[12,19,21,22],custom_logging_cod:[1,9,12,16,18,19,41],custom_logging_func_memaddr:[7,9,22],custom_logging_funct:[9,12,16,18,19,22,23,24],custom_logging_info:21,custom_logging_memaddr:9,custom_logging_print_stat:12,custom_logging_stat:[6,8,13,14,15],custom_opt:[6,12,13,14,15,16,21,31],custom_output_funct:9,custom_sort_dict:2,custom_tmp_dir:1,customis:25,cut:19,cvode:0,d48r:19,d:[0,1,5,6,8,9,12,13,16,17,20,38],d_:20,dai:[0,5,8,9,12,13,16,19,32,43],damp:0,darwin:0,dat:[0,16,20],data:[0,3,5,6,7,8,12,13,14,15,16,17,19,20,22,26,27,31,32,35,41,43],data_dict:32,data_dir:[16,20,21,22,31],datadir:[16,31],datafram:[6,8,12,13,14,15,17,18,19,25],dataio:[16,21,23,24],datalinedict:[6,8,13,14,15,20],datamodel:2,dataset:[16,22,26,27],date:[20,21,22],david:[0,2,7,12,16,19,23,40],david_logging_funct:0,db09898b6:0,dd7:0,de:[0,5],deactiv:0,deal:[3,12],dear:5,death:0,debug:[0,5,6,8,13,14,15,16,22,33],decai:0,decid:[0,2,9,18,19,20,21,22,26],decod:3,decompress:3,decreas:0,deepcopi:8,deeper:[16,35],def:[5,6,8,12,13,14,15,16,19],default_cache_dir:[29,34],default_to_metal:[0,7],defaultdict:20,defer:0,defin:[0,1,16,17,21,25,32,35],definit:[1,13,14,15,43],degener:0,degenerate_core_helium_merger_ignit:0,degenerate_core_merger_dredgeup_fract:0,degenerate_core_merger_nucsyn:0,degner:0,degre:0,del:8,delai:[0,22],delet:[29,35],delete_grid_vari:35,delta:[20,38],delta_mcmin:0,demonstr:8,den:0,densiti:[13,14,15,32],depend:[0,6,20,22,23,25,32,40],deprec:[0,21],depth:38,dermin:0,describ:[0,19,22,32],descript:[0,7,11,20,22,27,32,34],design:[2,25],desir:0,destruct:[16,35],detail:[0,6,12,20,22],detect:[0,5,8,17],detector:5,determin:[0,7,9,13,14,15,16,21,32,35,43],deton:0,dev:0,develop:1,development_requir:[23,40],deviat:[32,38],dewi:0,dex:[0,8,38],df2:19,df:[17,18,19,25],di:[16,23,27,32],diagnost:22,diagram:[0,4,23,25],dickonson:32,dict2:2,dict:[1,3,5,6,12,13,14,15,16,17,20,21,22,23,24,26,27,29,31,32,34,39,42],dict_1:2,dict_2:2,dict_kei:[6,11,12],dictionari:[1,2,3,4,6,8,13,14,15,16,20,21,22,25,27,28,31,32,34,35,39,42],did:[20,23,40],differ:[0,6,7,8,13,14,15,16,19,20,22,23,25,38,40],differenti:20,dimmer:[0,13],dir:[23,30,40],dir_ok:31,direct:[0,21],directli:[2,12,22,26,31],director:22,directori:[0,4,16,20,21,22,23,26,29,30,31,34,37,40],disabl:[0,16],disable_debug:0,disable_end_log:0,disable_ev:0,disc:[0,17],disc_legacy_log:0,disc_log2d:0,disc_log:0,disc_log_directori:0,disc_log_dt:0,disc_log_level_non:0,disc_log_level_norm:0,disc_log_level_normal_first_disc_onli:0,disc_log_level_subtimestep:0,disc_log_level_subtimestep_first_disc_onli:0,disc_n_monte_carlo_guess:0,disc_stripping_timescale_infinit:0,disc_stripping_timescale_inst:0,disc_stripping_timescale_orbit:0,disc_stripping_timescale_visc:0,disc_timestep_factor:0,discret:16,discs_circumbinary_from_comenv:0,discs_circumbinary_from_wind:0,disk:[0,21],dispers:[0,38],displai:[0,6,8,17],disrupt:[0,5,19],dist:20,distanc:[6,17],distant:17,distefano2017:22,distefano:[26,27,32],distinct:21,distrefano:27,distribut:[0,2,4,8,13,16,20,26,27,32,38],distribution_funct:[6,8,13,14,15,16,21,23,24],divid:2,dj:0,dlnm1:[8,13,16],dlnm:[14,15],dlnm_1:[14,15,16,35],dlog10per:[8,13,16],dlogp:32,dlogt:38,dm1:[6,14,15],dm:[0,5,14,15,32,38],dm_1:[6,14,15],dn:[20,32],do_analyt:22,do_dry_run:22,doc:[2,6,13,14,15,16,20,23,34,40],doc_fetch:32,docstr:[12,23,25,40],document:[13,14,15,16,22,24,31,34],doe:[0,2,6,7,9,11,12,13,14,15,16,21,22,29,31,32,35,43],doesn:[6,22],doesnt:[19,34],don:[2,6,20,22,26],done:[0,2,5,6,13,14,15,16,19,22,23,31,40],donor:[0,5,43],donor_limit_dynamical_multipli:0,donor_limit_envelope_multipli:0,donor_limit_thermal_multipli:0,donor_rate_algorithm_bs:0,donor_rate_algorithm_claeys2014:0,dont:[7,19],doubl:[6,9,16,20],down:16,dp:32,dphasevol:[6,8,13,14,15,16,35],dprob:[6,8,14,15],dq:[8,13,16],dr2:0,dr3:0,drai:0,dredg:0,drop:12,dry:[6,8,13,15,16,22,35],dry_parallel:[16,35],dry_run:[6,8,13,16],dry_run_hook:22,dry_run_num_cor:22,dstep:32,dt:[0,1,20,29,38],dt_limit:11,dtfac:0,dtlimit:39,dtm:[1,9,16],dtype:[17,18,19],due:[23,40],dummi:[22,25,32],dump:[0,3,12,21,31],dumpvers:0,duquennoi:32,duquennoy1991:32,dure:[0,5,19],dust:0,dwarf:[0,6,14,15],dx:0,dynam:0,e2:0,e2_hurley_2002:0,e2_izzard:0,e2_mint:0,e2_prescript:0,e:[0,2,5,6,7,8,9,12,13,14,15,16,20,21,22,23,26,29,30,31,32,35,37,38,40,43],each:[0,2,8,13,14,15,16,17,20,22,26,35,38],eagb:[0,5],eagb_wind_beasor_etal_2020:0,eagb_wind_bs:0,eagb_wind_goldman_etal_2017:0,eagbwind:0,eagbwindfac:0,earli:0,early_asymptotic_giant_branch:0,earth:17,easi:[3,12],easier:[16,19,20],ebindi:5,ecc2:32,ecc3:32,ecc:[5,12,16,19,31,32],eccentr:[0,7,9,12,13,14,15,16,17,19,25,32,43],eccentric_rlof_model:0,eccentricity_quadrupl:0,eccentricity_tripl:0,echo:0,eddington:0,edg:[0,6,16,35],edit:9,edu:0,eej:5,eff:6,effect:[0,5,7,9,13,22,32],effective_metal:[0,7,19],effici:[0,6,8],egg:[23,40],eggleton:[0,43],either:[0,2,3,13,14,15,16,19,21,22,23,35,39,40,41],eject:[0,8,17],el:[12,16],elabor:9,elaps:28,eld:0,eldridg:0,electon:0,electron:0,element:[0,1,11,17,22,25,39],els:[2,5,8,20,22],email:39,emp:0,emp_feh_maximum:0,emp_logg_maximum:0,emp_minimum_ag:0,empti:[2,12,30,34,37],enabl:[0,7],encod:[3,16,31],encount:22,end:[0,5,20,22,28,32],end_bss:5,end_index:32,end_rch:5,end_symb:5,end_timestamp:[6,8,13,15,16],energi:0,enhanc:0,enlarg:0,enough:32,ensembl:[0,7,11,22,23,24,31,35,36,39],ensemble_compress:3,ensemble_def:0,ensemble_dictionari:3,ensemble_dt:0,ensemble_factor_in_probability_weighted_mass:22,ensemble_file_typ:3,ensemble_filt:11,ensemble_filter_:0,ensemble_filters_off:0,ensemble_json:3,ensemble_legacy_ensembl:0,ensemble_list:21,ensemble_logdt:0,ensemble_logtim:0,ensemble_macro:0,ensemble_output_:22,ensemble_set:3,ensemble_startlogtim:0,ensemebl:3,ensure_ascii:[3,21,31],enter:[0,22],enthalpi:0,entir:[9,12,18,19],entri:[3,20,21],env:[22,25],envelop:[0,4,5,6,23],environ:22,eorbf:5,eorbi:5,ep:19,epoch:33,equal:[0,2,14,15,16,20],equat:0,equation_of_state_algorithm:0,equation_of_state_paczynski:0,equatori:0,equival:[13,22,26],errno:[23,40],error:[0,2,6,8,13,14,15,20,22,23,26,31,40],error_on_overwit:26,error_on_overwrit:26,errors_exceed:[6,8,13,15,16],errors_found:[6,8,13,15,16],esa:32,escap:0,escape_fract:0,escape_veloc:0,estim:[6,17,20,22],et:[0,32,43],eta:[0,8,13],etal:0,etc:[0,7,12,14,15,16,20,21,22,23,25,31,32,40,41],etf:[8,13],euler:0,evalu:[16,32,35,38,43],evan:0,evapor:0,evaporate_escaped_orbiting_object:0,even:[3,11,14,15],event:[0,5,6],everi:[0,8,20,22,23,40],everyth:[12,16,21,22],everytim:[23,40],evid:0,evolut:[0,1,4,5,6,7,12,13,14,15,16,19,22,23,25,38],evolution_split:0,evolution_splitting_maxdepth:0,evolution_splitting_sn_eccentricity_threshold:0,evolution_splitting_sn_n:0,evolution_stop:8,evolution_typ:[6,8,13,15,16,22],evolutionari:[0,12],evolv:[0,4,7,9,21,22],evolve_popul:16,evolve_singl:[9,12,21],exact:[1,2,22],exactli:[0,14,15],exampl:[1,2,12,20,32,35,38,41],example_compact_object:16,example_dco:16,example_df:12,example_head:20,example_header_1:19,example_header_2:19,example_log:41,example_log_co:[1,9],example_logging_string_co:9,example_logging_string_post_m:9,example_massloss:[9,12],example_output:12,example_parse_output:[18,20],example_pop:[12,16],example_pop_set:16,example_post_m:9,example_python_population_result:16,example_sn:9,exc_tb:20,exc_typ:20,exc_val:20,exce:[0,13],except:[2,5,6,7,13,14,15,16,22,25,34],excess:22,excit:8,exclud:26,execut:[0,16,22,35],exist:[0,2,6,16,19,22,26,31,34,35],exist_ok:[16,20],exists_ok:31,exit:[0,20,21,22,26,30,31,37],exit_after_dry_run:22,exit_cod:22,exp:[8,13,14,15,16,35],expand:16,expect:[6,7,8,13,14,15,22,23,40],experiment:[0,20],explain:[4,39],explicitli:[0,1],explod:[0,5],explor:17,explos:[0,5,6,19],expoenti:0,expon:[0,20],export_all_info:[16,21],express:[0,20],extend:[0,8,23,39,40],extens:[3,7,23,24],extern:0,extra:[0,4,16,22,23,33,35,41],extra_text:34,extract:[3,16],extract_ensemble_json_from_str:3,extrapol:[22,32],ey:33,f4e5925effeb42e69b5be956f400ae41:6,f:[0,5,12,16,19,32],fa:32,fabian:0,fabian_imf_log:0,fabian_imf_log_tim:0,fabian_imf_log_timestep:0,factor:[0,2,22,38],fade:0,fail:[0,6,8,13,16,20,22,23,31,40],fail_sil:20,failed_count:[6,8,13,15,16],failed_prob:[6,8,13,15,16],failed_system:22,failed_system_log:22,failed_systems_error_cod:[6,8,13,15,16],failed_systems_threshold:22,failsaf:12,failur:[0,20,26],fallback:0,fals:[0,3,5,6,8,13,15,16,17,20,21,22,25,26,28,29,30,31,35,37,38,39],fancy_parsing_funct:41,far:[0,5,6,14,15,17],farmer:0,fase:16,fast:0,faster:[2,13,14,15,16],fatal_open_error:31,favorit:12,fe:0,featur:[2,4,16,23],feb:0,feed:22,ferguson:0,fetch:[11,12],few:[0,8],fewer:12,field:0,fifocach:22,fig:[0,19,32],figsiz:[6,8,13,14,15,17,19],figur:[6,8,13,14,15,17,25],file:[0,1,3,5,7,12,16,20,21,22,23,25,26,29,30,31,34,35,37,39,40,41],file_log:0,file_object:31,filehandl:34,filenam:[0,1,3,5,12,16,20,21,22,26,30,31,37,41],filenotfounderror:[23,40],filepath:1,fill:[12,20],fill_data:32,filter:[0,2,20],filter_arg_dict:20,filter_dict:2,filter_dict_through_valu:2,filter_list:2,filter_valu:20,fin:0,final_mass:19,final_tim:19,find:[2,5,8,16,20,22,29,34],finish:[6,8,13,15,16,20,25,31],finit:[6,8,13,14,15],first:[0,2,6,8,12,13,14,15,16,17,20,23,26,31,32,40,43],first_giant_branch:0,fishlock:0,fit:[0,2,12,32,43],fix:[0,5,12,20,21,25,31,32,33],flag:[0,1,21,22,31,38,39],flash:0,flat:[22,32],flatsect:[8,13,16,32],flaw:21,float64:[18,19],float_overflow_check:0,flto:[23,40],flufl:31,flush:[3,21,31],fo:22,focu:8,fold:32,follow:[0,7,9,16,19,20,22,23,25,32,38,40],font_scal:[6,8,13,14,15,17],fontsiz:19,forc:[0,5,22,28],force_circularization_on_rlof:0,force_corotation_of_primary_and_orbit:0,foreach_star:[6,13],form:[0,6,7,8,13,14,15,16,21,26,31,34,39],formal:0,format:[0,2,3,5,7,8,9,12,13,14,15,16,17,19,20,22,30,31,32,35,38],format_ensemble_result:3,format_numb:20,format_stat:31,former:5,formula:[0,20],forward:0,found:[5,6,8,13,15,16,30,32,37],four:[0,7],fourth:17,fraction:[0,13,19,22,32],fractions_z0002:19,fractions_z001:19,fractions_z002:19,framework:7,free:[6,8,13],free_persistent_data_memaddr_and_return_json_output:7,free_store_memaddr:7,frequenc:[0,17],friction:0,fring:0,from:[0,2,3,5,6,8,11,12,13,14,15,16,17,18,19,20,21,22,25,26,30,31,32,35,37,39,43],from_binary_c_config:1,from_dict:[8,13,14,15,18,19],fryer:0,fsampl:38,ftz:[23,40],full:[4,9,17,20,22,30,37],full_path:20,func:29,func_memaddr:19,function_cach:22,function_cache_default_maxs:22,function_cache_default_typ:22,function_cache_funct:[22,29],function_cache_s:29,function_cache_ttl:22,further:16,futur:17,fuv:0,g:[0,1,2,5,6,8,9,12,13,14,15,16,18,19,20,22,23,26,29,30,31,32,37,38,40],ga:0,gaia:[0,32],gaia_colour_transform_method:0,gaia_conversion_ubvri_bivariate_jordi2010:0,gaia_conversion_ubvri_riello2020:0,gaia_conversion_ubvri_univariate_evans2018:0,gaia_conversion_ubvri_univariate_jordi2010:0,gaia_conversion_ugriz_bivariate_jordi2010:0,gaia_conversion_ugriz_riello2020:0,gaia_conversion_ugriz_univariate_evans2018:0,gaia_conversion_ugriz_univariate_jordi2010:0,gaia_l_binwidth:0,gaia_teff_binwidth:0,galact:[0,38],gallino:0,gamma:0,gap:0,garcia:0,gauss:0,gaussian:[32,38],gaussian_func:32,gaussian_normalizing_const:32,gaussian_zoom:38,gb:0,gb_reimers_eta:0,gb_wind_beasor_etal_2020:0,gb_wind_goldman_etal_2017:0,gb_wind_reim:0,gb_wind_schroeder_cuntz_2005:0,gbwind:0,gbwindfac:0,gcc:[1,23,40],gce:0,gener:[0,1,6,7,8,9,12,13,15,16,18,19,20,21,22,25,26,31,32,34,35,38],general_info:2,generalis:32,geometr:0,geq:6,gerosa:0,get:[0,2,3,4,6,9,12,13,14,15,16,17,19,20,21,23,26,27,30,32,34,35,37,40,41,43],get_ansi_colour:20,get_arg_kei:20,get_condor_statu:30,get_default:[11,20],get_grid_options_defaults_dict:34,get_grid_options_descript:34,get_help:[11,20],get_help_al:[11,20,21],get_help_sup:[11,20],get_integration_constant_q:32,get_max_multipl:32,get_moe_di_stefano_2017_default_opt:27,get_moe_di_stefano_2017_default_options_descript:27,get_moe_di_stefano_dataset:27,get_siz:20,get_slurm_statu:37,get_usernam:20,getitem:2,gettempdir:19,getter:29,giant:[0,6,17],giant_branch:0,git:[0,13,14,15,16,20],git_branch:39,git_build:39,github:[20,31],gitlab:23,give:[0,5,8,20,21,32,43],given:[0,1,3,7,13,14,15,18,19,20,21,22,26,29,30,31,32,35,37,38,41,43],global:[0,2,13,14,15,20,32,38],global_dict:2,gmax:32,gmin:32,gnu:7,go:[0,6,11,13,16,21,23,25,40],goal:32,goe:[0,2,9,12,25],gogo:0,goldman:0,gonna:32,good:[0,12,13,14,15,16,22,43],got:[14,15],gov:0,gravit:[0,6,8,16],gravitational_const:6,gravitational_radiation_bs:0,gravitational_radiation_bse_when_no_rlof:0,gravitational_radiation_landau_lifshitz:0,gravitational_radiation_landau_lifshitz_when_no_rlof:0,gravitational_radiation_model:0,gravitational_radiation_modulator_:0,gravitational_radiation_modulator_j:0,gravitational_radiation_non:0,grb:0,great:[0,14,15,22],greater:0,grevess:0,grid:[0,4,12,20,21,23,26,27,30,31,32,33,34,35,36,37,38,43],grid_cod:21,grid_ensemble_result:[31,36],grid_log:[21,23,24],grid_opt:[6,8,12,13,14,15,16,21,26,29,30,31,35,36,37,38],grid_options_default:[21,23,24,29],grid_options_defaults_dict:34,grid_options_descript:[6,16,34],grid_options_description_check:34,grid_options_help:34,grid_result:[6,8,13,14,15,22],grid_vari:[16,22],grid_variable_numb:[6,8,35],gridcod:[16,21,23,24],gridcode_filenam:22,gridtyp:[6,8,16,35],group:[6,13,17,39],grvitation:5,gsl:[23,40],gsl_dir:[23,40],gt:[5,6,7,8,9,12,14,16,17,18,19],guess:[0,32],gyr:[5,6,8],gz:[16,31],gzip:31,h5py:[23,40],h:[0,5,9,20],ha:[0,1,2,5,6,8,9,11,13,14,15,16,19,20,22,28,31,35],hachisu:0,hachisu_disk_wind:0,hachisu_ignore_qcrit:0,hachisu_qcrit:0,hack:34,had:[6,8,13,14,15,21],half:[0,32],hall:0,handi:0,handl:[0,2,3,4,7,12,20,21,22,26,27,35,36,39,41,43],handle_ensemble_string_to_json:3,happen:[0,6,8],hardcod:[9,13,14,15,16],hardli:39,have:[0,2,3,4,5,6,7,8,9,12,13,14,15,16,19,20,21,22,23,25,26,30,31,34,37,40,41],haven:6,hbb:0,hbbtfac:0,hd:25,hdf5:20,hdf5file:20,he:[0,5],head:[0,17],header:[1,6,8,9,12,13,14,15,16,19,20],headerlin:16,headlin:22,hegb:[0,5],hehg:0,height:[8,13,16,32],held:[30,37],helium:[0,6,7],helium_flash_mass_loss:0,helium_white_dwarf:0,help:[0,5,7,11,12,13,14,15,16,20,34],help_al:0,hem:0,henc:[0,8,14,15,17],hendrik:[0,19,23,40],here:[1,6,7,9,12,13,14,15,17,19,20,21,22,25,32,41],hertzsprung:[0,4,23],hertzsprung_gap:0,hertzstrpung:0,heuvel:0,hewd:0,hewd_hewd_ignition_mass:0,hex:22,hg:0,hi:32,high:[0,14,15,32],higher:[0,6,8,13,14,15,16,20,22,23,32,40],highlight:2,histogram:8,histori:32,hole:[0,4,6,23],home:7,homogen:0,hood:12,hook:22,hopefulli:0,hot:0,hour:20,how:[0,2,5,6,7,8,9,12,13,14,15,16,19,22,28,32,35],howev:[0,9,13,14,15,16],hoyl:0,hpc:[21,22,23,24,30,37],hpc_can_join:26,hpc_check_requir:26,hpc_dir:26,hpc_dump_statu:26,hpc_force_join:22,hpc_get_statu:26,hpc_grid:26,hpc_id_filenam:26,hpc_id_from_dir:26,hpc_job:26,hpc_job_id_rang:26,hpc_job_task:26,hpc_job_typ:26,hpc_jobid:[21,26],hpc_jobid_tupl:26,hpc_join_from_fil:26,hpc_join_previ:26,hpc_joinlist:26,hpc_load_joinfiles_list:26,hpc_make_joiningfil:26,hpc_njob:26,hpc_path:26,hpc_queue_stat:26,hpc_rebuild_joinlist:[22,26],hpc_restor:26,hpc_set_statu:26,hpc_snapshot_filenam:26,hpc_statu:26,hpc_task:26,hpc_touch:26,hr:25,hr_diagram:25,hrd:[0,6,8],hrdiag:0,hrdiag_output:0,htcondor:22,html:[2,6,16,23,31,40],http:[0,1,2,6,16,20,31,32],human:20,hurlei:0,hut:0,hybrid:0,hydro:0,hydrogen:[0,6,7],i:[1,2,5,6,7,8,9,12,13,14,15,16,17,20,21,22,23,26,32,35,39,40,43],ia:[0,8],iadd:2,ib:[0,5],ibc:0,id:[21,22,26,30,31,32,33,37],id_cor:9,idea:[16,25],ident:2,idum:0,ignit:[0,6],ignor:[0,2,9,12,16,19,22,32,35],ii:[0,19],iia:0,iloc:[12,19],images:22,imf:[0,14,15,32],imf_chabrier2003:32,imf_scalo1986:32,imf_scalo1998:32,imf_tinsley1980:32,immedi:[0,6,22],implement:[0,2,22],impli:0,implic:[14,15],impos:[6,8,13,14,15,16],imposs:8,improv:[32,38],inclin:0,inclination1:0,inclination2:0,inclination3:0,inclination4:0,inclini:0,incliniation_quadrupl:0,incliniation_tripl:0,includ:[0,1,2,6,9,12,14,15,16,17,20,21,23,25,31,32,40],include_binary_c_default:[16,21],include_binary_c_help_al:[16,21],include_binary_c_version_info:[16,21],include_default:[16,31],include_popul:16,include_population_set:21,incom:0,increas:[0,5,8,13,14,15],inde:[0,14,15],indent:[2,3,12,21,31],independ:32,index:[0,7,11,12,16,17,22,23,26,32,35],indic:[0,32],individu:[4,13,23],individual_nova:0,induc:0,inertia:0,info:[7,11,16,20,21,23,25,39,40],inform:[0,1,3,4,6,9,12,13,14,15,16,20,21,22,25,26,32,34,36,39],init:21,init_abund:0,init_abund_dex:0,init_abund_mult:0,init_abunds_onli:0,initi:[0,4,5,7,11,12,19,21,32],initial_abundance_hash:21,initial_abundance_mix:0,initial_abunds_onli:0,initial_grid:19,initial_mass:[12,19],initial_tim:19,inlin:19,inner:[0,17],input:[1,2,3,7,11,12,20,21,22,23,25,27,31,32,33,34,41,43],input_dict:2,insert:[16,35],insid:0,inspect:[2,12,25],inspect_dict:2,inspir:[1,25,43],instabl:0,instal:[22,43],install_without_depend:[23,40],instanc:[2,11,12,13,14,15,16,32],instant:0,instantli:0,instead:[0,5,14,15,20,22],integ:[0,6,22,38,43],integr:[13,14,15,32,38],integrals_str:32,intend:16,intens:[14,15],interact:[0,3,5,6,8,17,19,34],interfac:[7,17,20,23,26,40],interfer:[23,40],intermedi:8,intern:[0,7,11,22],internal_buff:0,internal_buffering_off:0,internal_buffering_print:0,internal_buffering_stor:0,interpol:[27,32,38],interpolate_in_mass_izzard2012:32,interpolator_nam:32,intershel:0,interstellar:0,intger:0,intro:0,introduc:5,introduct:6,inv:[5,19],invers:43,invert_xaxi:6,involv:0,inward:0,io:31,ipykernel_216542:17,ipykernel_519112:14,ipynb:[13,14,15,16],is_capsul:20,isfil:16,isfloat:20,isint:20,isn:[14,15,20],isnt:16,isotop:[0,11,39],isotope_hash:21,isotope_list:21,issu:26,item:[1,2,6,8,13,14,15,20],iter:20,its:[0,2,3,13,14,15,16,17,20,22,23,25,26,27,31,34,38,39,40,41],itself:[3,6,9,12,22,23,32,40],iwamoto:0,izzard2012_period_distribut:32,izzard:[0,6,8,13,14,15,23,40],jager:0,jaschek:32,jeff:[23,40],jej:5,jerki:6,jf:5,jia:0,job:[21,22,26,30,37],job_id:26,job_index:26,jobarrayindex:[22,37],jobid:[21,22,37],john:0,join:[7,9,12,16,19,22,26],joinfil:26,joiningfil:26,joinlist:[22,26],jorb_in:5,jorb_out:5,jordi:0,json:[3,7,12,16,21,22,27,31],jsondecod:3,jsonencod:3,jtot_in:5,jupit:17,jupyt:[23,40],just:[0,2,6,7,8,16,19,20,21,22,23,27,31,39,40,43],k1:[5,12,19],k2:[5,12,19],k:[0,6,17,32],kap:0,kappa:0,kaps_rentrop:0,karaka:0,keep:[8,16,31,33],kei:[1,2,3,6,11,12,16,17,19,20,21,22,25,29,31,32,34,35,39],kelvin:0,keplerian:0,keys_to_float:2,keyword:[14,25,41],kick:[0,5,19,22],kick_backward:0,kick_forward:0,kick_inward:0,kick_outward:0,kick_random:0,kick_straight_up:0,kick_velocity_custom:0,kick_velocity_fix:0,kick_velocity_maxwellian:0,kill:[1,9,16,21],kilonova:6,kim:0,kind:[0,7],kippenhahn:0,klencki:0,km:0,know:[0,1,2,7,12,14,15,22,31,34],known:[0,6,12,13,14,15,16,21,32,41],kroupa2001:[16,32,35],kroupa:[14,15,32],krticka:0,ktg93:32,kwarg:[19,21,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,41],l1:5,l2:0,l:[0,6,13,14,15],l_:[13,14,15],label:[6,19,32],lambda:[0,5,8],lambda_:8,lambda_c:[0,5,8],lambda_ce_dewi_tauri:0,lambda_ce_klencki_2020:0,lambda_ce_polytrop:0,lambda_ce_wang_2016:0,lambda_enthalpi:0,lambda_ion:5,lambda_ionis:0,lambda_min:0,lambda_mult:0,lambda_multipli:0,lambda_v:32,lamer:0,landau:0,langer:0,languag:6,larger:[0,6],last:[4,14,17,19,20,32],last_st:19,last_stellar_type_change_time_1:19,lastli:[7,12],late:19,later:[13,14,15,22],latest0:[6,8,13],latest1:[6,8,13],latest2:[6,16],latest3:6,latest4:6,latest5:6,latest:[23,40],latter:0,launch:[22,30,37],law:[14,15,32],law_const:32,lbv:0,ld_library_path:[23,40],ldist:[14,15],lead:[0,6,13,14,15,16,31,32,43],learn:[9,22],least:[23,40],leav:[0,22],left:0,legaci:0,legacy_yield:0,legend:[17,19],len:[5,6,12,16,19],length:[5,20],lengthen:0,leq:6,less:[0,1,4,5,31,32],let:[5,8,12,13,14,15,16,17,21],level:[1,6,20,33],lfucach:22,li7:0,li:0,lib:[7,12,18,19,23,40],libbinary_c:22,libcustom_logging_34a350b8f15c4d149deab88632948c99:12,libcustom_logging_446fe4cddfa94946bcafd55591ef3730:12,libgsl:[23,40],libmemo:[23,40],librari:[0,1,6,9,19,21,22,41],library_path:[23,40],librinterpol:[23,40],life:8,lifetim:[0,8,13,14,15,16,38],lifshitz:0,like:[0,1,6,7,8,13,14,15,16,19,20,22,23,25,31,38,40],limit:[0,6,7,8,13,14,15,16,22,25],line:[1,5,6,8,9,12,13,14,15,16,17,18,20,21,22,23,25,31,38,40],linear2:22,linear:[0,13,14,15,22,32,38],linear_extrapolation_q:32,linearli:[14,15,38],linedata:[6,8,13,14,15],lineplot:[6,8,13,14,15,17],linewidth:[6,8,13,14,15,17],linker:1,linspac:38,linux:7,list:[0,1,2,3,6,8,12,13,14,15,16,17,20,22,26,29,32,35,38,41],list_arg:0,list_of_sub_kei:2,lit:0,lithium:0,lithium_gb_post_1dup:0,lithium_gb_post_heflash:0,lithium_hbb_multipli:0,lithium_t:0,littl:[5,6,8,13,16,17,29],littleton:0,liu:0,ll:[2,9,11,14,15,17,31],llnl:0,ln:32,lnm1:[8,13,14,15,16],lnm_1:[14,15,16,35],load:[0,1,3,6,8,9,12,13,14,15,16,19,20,21,22,25,26,27,31,35],load_ensembl:3,load_logfil:20,load_population_object:31,load_snapshot:31,lobe:[0,5,8,43],loc:17,local:[22,32],local_count:2,locat:[0,22,23,32,38,40],lock:[5,31],lock_lifetim:31,lock_object:31,lock_suffix:31,lock_timeout:31,locked_clos:31,locked_open_for_writ:31,lockfil:31,lodder:0,log10:[0,6,8,13,14,15,16,32,38],log10m1:22,log10mass:38,log10p:32,log10per:[8,13,16],log10pmin:32,log:[0,1,4,5,7,12,17,18,20,22,23,25,31,32,33,35,38,40,41,43],log_:[6,8,13,14,15],log_arg:22,log_args_dir:22,log_arrow:0,log_dt:[8,22],log_every_timestep:[9,12],log_fil:[5,22],log_filenam:[0,5,12,19,41],log_newlin:22,log_runtime_system:22,logarithm:[14,15,32,38],logensembletim:0,logfil:[12,20,23,40],logg:[0,6],logger:16,logging_dict:1,logging_lin:[9,18,19],loggrav:6,logi:18,logic:[1,2,9,21,22],logl:6,logmass:[32,38],logp:32,logper:[8,32],logperiod:32,logperrang:[8,13],logspac:38,logteff:6,long_spectral_typ:32,longer:[0,6,8],longnam:[6,8,13,14,15,16,35],look:[1,3,6,8,13,14,15,16,19,23,32,40],lookback:0,loon:0,loop:[6,8,12,13,14,15,16,31,35],loos:25,lose:[0,19],loss:[0,5,7,12,13,17],lost:[0,8,19],lot:[6,13,14,15,16,17,22,39,41],lovegrov:0,low:[0,6,8,14,15,32],low_mass_m:0,low_mass_main_sequ:0,lower:[0,13,16,32,35,38],lowest:32,lru:29,lru_:29,lrucach:22,lsoda:0,lsun:[0,25],lt:[6,7,8,12,14,16,17,18],lucianopaz:31,lugaro:0,luminos:[0,4,6,23,25],luminosity_1:25,luminosity_2:25,luminosu:6,lw:0,lynnett:0,m01:5,m0:32,m1:[0,5,8,9,12,13,14,15,16,19,31,32,43],m2:[5,8,9,12,13,16,19,31,32,43],m3:32,m4:32,m:[0,5,6,8,13,14,15,17,19,20,32,43],m_1:[0,5,6,7,8,9,11,12,13,14,15,16,17,18,19,35,41],m_2:[0,5,6,7,8,9,12,13,16,18,19],m_3:[0,7],m_4:[0,7],m_:19,m_max:[16,32,35],m_min:[16,35],m_sun:6,maccretor:[0,5],machin:[8,22,23,40],macro:[0,11,20,39],madau:32,made:[6,23,26,40],maeder:0,magellan:0,magnet:0,magnetic_braking_algorithm:0,magnetic_braking_algorithm_andronov_2003:0,magnetic_braking_algorithm_barnes_2010:0,magnetic_braking_algorithm_hurley_2002:0,magnetic_braking_algorithm_rappaport_1983:0,magnetic_braking_factor:0,magnetic_braking_gamma:0,magnitud:20,mai:[0,8,13,31],main:[0,1,6,7,9,13,14,15,16,19,22,23,40],main_sequ:[0,13,14,15,19],mainprocess:[6,8,13],major:0,make:[0,1,2,3,5,6,8,12,13,14,15,16,17,19,20,21,22,23,25,26,30,31,32,40,41,43],make_analytics_dict:28,make_build_text:20,make_condor_dir:30,make_slurm_dir:37,makedir:[16,20],makejoiningfil:26,manag:[20,23,40],mani:[0,6,7,8,11,13,14,15,16,22,30],manual:[9,22],manufactur:0,map:22,mar:17,maria:0,mass:[0,1,2,4,5,6,7,8,11,12,13,16,17,19,20,22,25,32,35,38,39,41,43],mass_1:[16,19,25],mass_2:[16,19,25],mass_accretion_for_eld:0,mass_accretor:43,mass_donor:43,mass_evolut:25,mass_for_hestar_ia_low:0,mass_for_hestar_ia_upp:0,mass_loss_m:19,mass_lost:19,mass_of_pmz:0,mass_rang:19,mass_str:32,massiv:[0,4,5,6,8,13,17,23,32],massless:0,massless_remn:0,massloss:0,massrang:[6,8,13,14,15],master:[22,25],match:[0,2,6,12,13,16,17,22,25,29],materi:[0,6],math:[6,8,13,14,15,16,17,35,38],mathieu:32,mathrm:[6,8,13,14,15],matplotlib:[6,8,14,15,17,19,23,25,40],matter:[0,7],mattsson:0,mattsson_mass_loss:0,mattsson_orich_tpagbwind:0,max:[0,8,9,13,14,15,16,22,32],max_bound:[32,38],max_column:[6,8,17],max_evolution_tim:[0,1,6,7,8,9,12,13,14,15,16,17,19,38],max_hewd_mass:0,max_logp:32,max_model_numb:0,max_multipl:32,max_neutron_star_mass:0,max_queue_s:22,max_row:[6,8,17],max_stellar_angmom_chang:0,max_stellar_type_1:0,max_stellar_type_2:0,max_stellar_type_3:0,max_stellar_type_4:0,max_tim:[5,12,19],max_val:32,maxcount:5,maxdm:38,maximum:[0,6,7,8,9,13,14,15,16,22,32,38,43],maximum_mass_ratio_for_instant_rlof:0,maximum_mass_ratio_for_rlof:43,maximum_mcbagb_for_degenerate_carbon_ignit:0,maximum_nuclear_burning_timestep:0,maximum_timestep:0,maximum_timestep_factor:0,maxmimum:0,maxsiz:22,maxwellian:0,mayb:25,mayor:32,mb:[6,8,13,15,16,20,22],mc13_pocket_multipli:0,mc1:5,mc:[0,5,16,19,31],mch:0,mcmin:0,mdonor:[0,5],mean:[0,5,20,22,23,30,32,37,38,40],meant:22,measur:20,medium:0,mega:32,megabyt:22,mem:[8,13],mem_us:20,memaddr:[7,9],memori:[1,6,7,8,9,13,15,16,19,20,21,22,31,43],menv:[0,5],mer:5,mercuri:17,merg:[0,2,5,6,8,22,26,31,32,33],merge_dict:[2,11],merge_multipl:32,merge_popul:31,merge_populations_from_fil:31,merger:[0,5],merger_angular_momentum_factor:0,merger_mass_loss_fract:0,mesa:[23,40],mesasdk_init:[23,40],mesasdk_root:[23,40],mess:17,messag:[20,21],messi:6,mestel:0,met:[16,21,26,35],metadata:[16,21,23,24,35],metal:[0,5,6,7,8,9,12,13,14,15,16,17,18,19,32,43],metallicity_0002:19,metallicity_001:19,metallicity_002:19,method:[0,9,11,12,13,14,15,16,19,21,22,27,31,33,34,35,39],meynet:0,mf1:5,mf2:5,might:[2,3,8,13,16,17,20,22,23,31,40],milki:0,miller:0,min:[8,9,13,14,15,16,32],min_bound:[32,38],min_logp:32,min_per:32,min_val:32,mind:19,mindm:38,minimal_verbos:20,minimum:[0,7,20,22,32,38,39,43],minimum_co_core_mass_for_carbon_ignit:0,minimum_co_core_mass_for_neon_ignit:0,minimum_donor_menv_for_comenv:0,minimum_envelope_mass_for_third_dredgeup:0,minimum_helium_ignition_core_mass:0,minimum_mcbagb_for_nondegenerate_carbon_ignit:0,minimum_orbital_period_for_instant_rlof:0,minimum_period_for_rlof:43,minimum_separation_for_instant_rlof:0,minimum_separation_for_rlof:43,minimum_stellar_mass:39,minimum_time_between_pn:0,minimum_timestep:0,mint:0,mint_data_cleanup:0,mint_dir:0,mint_disable_grid_load_warn:0,mint_fallback_to_test_data:0,mint_hard_max_nshel:0,mint_hard_min_nshel:0,mint_kippenhahn:0,mint_kippenhahn_companion_stellar_typ:0,mint_kippenhahn_stellar_typ:0,mint_maximum_nshel:0,mint_maximum_shell_mass:0,mint_metal:0,mint_minimum_nshel:0,mint_minimum_shell_mass:0,mint_ms_rejuven:0,mint_nshel:0,mint_nuclear_burn:0,mint_remesh:0,mint_use_zams_profil:0,minut:[8,20],mira:0,misc:23,miscellan:[11,39],miss:[0,13,14,15,20,34],mistak:22,mix:[0,2,22],mixtur:[0,13],mmax:[14,15,32,38],mmin:[14,15,22,32,38],mnra:43,mode:31,model:[0,1,6,8,9,12,13,14,15,16,17,18,19,22],model_numb:[13,14,15],modif:4,modifi:[0,2,9,23,40],modul:[0,7,8,11,13,14,15,16,17,22,24],modulo:22,moe2017_opt:22,moe:[16,23,26,27,32],moe_di_stefano_2017:[21,23,24],moe_di_stefano_2017_multiplicity_fract:32,moe_di_stefano_2017_pdf:32,moment:[0,6,9,16,19,38],momenta:[0,25],momentum:[0,17],monoton:[14,15],mont:[0,22],monte_carlo_kick:0,more:[0,1,3,4,5,6,8,9,11,12,13,14,15,16,17,18,19,20,21,22,23,25,38,40],most:[6,7,8,14,15,17,20],mostli:[6,8,13,14,15,16,19,20,22,25,34,41],mount:31,move:[0,6],mrucach:22,ms:[0,5,9,13],msgpack:31,mstart:5,msun:[0,6,9,12,13,14,15,17,19,32,38,39],mu:0,much:[0,6,8,13,16,19,20,28],multipl:[0,2,6,22,32],multiplc:0,multipli:[0,2,14,15,22,38],multiplicity_arrai:32,multiplicity_fraction_funct:22,multiplicity_model:22,multiplicity_modul:22,multiplied_dict:2,multiply_float_valu:2,multiply_values_dict:[2,11],multiprocess:22,must:[0,2,6,7,8,12,13,14,15,16,17,31,35,38],mw:0,my:12,my_stellar_data:[1,9,16,18,19],myr:[0,6,8,12,13,14,15,17,38],n100:0,n100_z0:0,n100h:0,n100l:0,n10:0,n150:0,n1600:0,n1600c:0,n1:0,n200:0,n20:0,n300c:0,n3:0,n40:0,n5:0,n:[0,1,5,6,7,8,9,12,13,14,15,16,18,19,20,22,26,32],n_logging_stat:22,naked_helium_star_giant_branch:0,naked_helium_star_hertzsprung_gap:0,naked_main_sequence_helium_star:0,name:[1,2,5,6,7,8,13,14,15,16,17,19,20,22,30,31,34,35,41,42],nameerror:17,narrow:[14,15],natur:[0,14,15],nauenberg:0,nazehdin:0,nb:0,nbinary_c:19,ncol:19,nearer:0,nearest:[8,13,14,15],nebula:0,necessari:[8,16,17,19,20,21,37],need:[0,2,7,9,12,13,14,15,16,17,19,22,23,26,32,40,43],neg:[0,2,38],neither:[0,21],neleman:0,nelemans_gamma:0,nelemans_max_frac_j_chang:0,nelemans_minq:0,nelemans_n_comenv:0,nelemans_recalc_eccentr:0,nemp:0,nemp_cfe_minimum:0,nemp_nfe_minimum:0,nenamg:0,neon:[0,6],neptun:17,nest:[2,16,35,39],network:[0,11],neutrn:0,neutron:[0,6,16],neutron_star:0,never:[0,6,14,15,22,29],new_dict:2,newdict:2,newer:[0,2],newli:0,newlin:[20,22,31,33],newnam:35,newobj:26,newopt:[2,32],newpop:31,newton:0,next:[13,14,15,16,20],nf:[22,31],nfs_flush_hack:31,nfspath:31,nice:[21,25],nieuwenhuijzen:0,nieuwenhuijzen_windfac:0,nine:6,nmax:32,no_thermohaline_mix:0,nocach:22,node:22,noecho:0,noechonow:0,noel:0,nolowq:22,nomin:0,non:[0,2,14,15,22,31],nonconservative_angmom_gamma:0,none:[0,1,2,3,5,6,7,8,13,15,16,17,19,20,21,22,26,27,29,30,31,32,34,35,37,38,43],nonetyp:2,nonzero:22,nor:0,norm:22,normal:[0,2,21,26,38,39],normalis:[2,22,32],normalize_dict:2,normalize_multipl:22,normalized_dict:2,nospac:20,notabl:16,notat:20,note:[0,5,6,13,14,15,16,19,20,22,26,31,35,38,39],notebook:[5,6,7,8,9,11,12,13,14,15,16,17,23,40],notebook_api_funct:12,notebook_bhbh:5,notebook_comenv:8,notebook_custom_log:[12,13,14,15,16],notebook_hrd:6,notebook_individual_system:[9,12,13,14,15,16],notebook_luminos:[14,15],notebook_luminosity_funct:13,notebook_luminosity_function_binari:[14,15],notebook_popul:[12,16],notebook_solar_system:17,noteworthi:4,noth:[2,22,26,27,31],notic:[14,15],notifi:41,nov:19,nova:[0,6,8],nova_faml_multipli:0,nova_irradiation_multipli:0,nova_retention_algorithm_claeys2014:0,nova_retention_algorithm_const:0,nova_retention_algorithm_hillman2015:0,nova_retention_fract:0,nova_retention_method:0,nova_timestep_accelerator_index:0,nova_timestep_accelerator_max:0,nova_timestep_accelerator_num:0,now:[0,2,5,6,8,9,12,13,14,15,16,17,19,20,26,32,33],now_object:20,np:[12,18,19,38],nre:[13,38],nrow:19,ns:[0,1,8,9,16],nsep:8,nsep_max:8,nsep_min:8,nstar:[6,13],nuclear:0,nuclear_mass_hash:21,nuclear_mass_list:21,nucleosynthesi:[0,39],nucleosynthesis_sourc:[11,39],nucreacmult:0,nucsyn:23,nucsyn_angelou_lithium:0,nucsyn_gce_outflow_check:0,nucsyn_hbb:0,nucsyn_metal:[0,7],nucsyn_network:0,nucsyn_network_error:0,nucsyn_s_process:0,nucsyn_solv:0,nucsyn_third_dredge_up:0,nugi:0,nullcach:[22,29],num_ansi_colour:0,num_cor:[6,8,13,14,15,16,22],num_cores_avail:22,number:[0,2,3,5,6,8,13,14,15,16,17,19,20,21,22,23,26,31,32,33,34,35,38,40],numer:2,numpi:[12,16,18,19,20,23,35,38,40],o:[3,20,23,32],obj:[3,20],object:[0,2,3,4,7,11,17,20,21,22,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,41],object_hook:3,object_pairs_hook:3,object_parse_funct:12,observ:[13,14,15],obtain:[0,6,8,13,14,15,31],obvious:9,occur:[0,43],odot:[6,8,19],off:[0,5,16,19,22],off_m:[5,12,19],offset:0,oh:5,ohio:0,ok:[16,26,31],old:[14,15,22,35],oldnam:35,omega:[0,5,19],on_exit_or_evict:22,onc:[0,38],one:[0,2,7,11,14,15,16,17,18,19,22,25,29,31,34,38,41],onewd:0,onli:[0,2,6,9,13,14,15,16,17,19,20,22,26,27,31,38,43],onset:0,onto:[0,32],oop:5,opac:0,opacity_algorithm:0,opacity_algorithm_ferguson_op:0,opacity_algorithm_paczynski:0,opacity_algorithm_star:0,opal:0,open:[3,5,12,16,19,31],open_ensembl:3,opendir:31,oper:[2,31],opm:32,opt:[2,5,7,32],option:[0,1,2,6,8,13,14,15,16,17,18,19,20,21,23,26,27,29,31,32,34,35,38,40,43],orb:[8,16,31],orbit:[0,5,7,8,13,17,25,32,43],orbit_evolut:25,orbital_eccentr:17,orbital_inclin:0,orbital_inclinationi:0,orbital_period:[0,5,7,8,9,12,13,16,18,19,43],orbital_period_quadrupl:0,orbital_period_tripl:0,orbital_phas:0,orbital_phase_quadrupl:0,orbital_phase_tripl:0,orbital_separ:17,orbiting_object:[0,17],orbiting_objects_close_pc_threshold:0,orbiting_objects_log:[0,17],orbiting_objects_tides_multipli:0,orbiting_objects_wind_accretion_multipli:0,order:[2,4,16,20,35],ordereddict:2,org:[0,2,32],orient:8,origin:[2,17,23,31,40],original_command_lin:22,original_submission_tim:22,original_working_diretori:22,os:[5,6,8,12,13,14,15,16,17,19,20],other:[0,1,2,6,11,12,13,14,15,16,20,22,23,25,26,32,34,40],otherwis:[0,2,20,21,22,26,28,30,31,34,37],our:[6,8,13,14,15,22,32],out:[2,3,6,8,9,13,14,15,17,20,22,32,34],outcom:0,outer:[0,6],outermost_core_mass:6,outfil:[16,21],outfile_nam:1,outfilenam:16,output:[1,2,3,4,5,7,9,11,12,17,18,19,20,21,22,23,25,31,39,40,41,43],output_dict:[6,8,12,13],output_dir:[12,16,31],output_fil:[12,20,31,34],output_filenam:[16,31],output_lin:20,outsid:[0,32],outward:0,over:[2,6,8,11,12,13,14,15,16,20,21,31],overflow:[0,5,8],overhead:22,overlap:2,overrid:[2,19,22,32,35,38],overriden:16,overshoot:0,overspin_algorithm:0,overspin_bs:0,overspin_massloss:0,overview:7,overwrit:[22,26],own:[9,12,16,18,19,22,23,35,40],oxygen:[0,6],oxygen_neon_white_dwarf:0,p0:32,p1:32,p2:32,p3:32,p:[6,8,13,14,15,17,32,34],p_:8,p_in:5,p_out:5,packag:[3,7,16,20,23,35,36,37,38,40],paczynski:0,pad:[8,13,14,15],pad_output_distribut:[6,8,13,14,15,20],page:[0,6,16,23,40],pair:[0,2,5,20,35,39],panda:[6,8,12,13,14,15,17,18,19,20,23,25,40],pane:25,panel:0,paper:0,parallel:[16,35],param_nam:20,paramet:[1,2,3,4,6,7,8,9,12,13,14,15,16,20,21,22,23,25,26,29,30,31,32,34,35,37,38,39,41,43],parameter_nam:[3,6,7,8,11,13,14,15,16,20,35],parameter_value_input_typ:[11,20],pars:[3,4,6,8,12,13,14,15,16,19,20,21,25,39,41],parse_binary_c_version_info:39,parse_cmdlin:21,parse_const:3,parse_data:8,parse_float:3,parse_funct:[6,8,12,13,14,15,16,21,22,41],parse_function_hr_diagram:25,parse_function_mass:25,parse_function_orbit:25,parse_int:3,parse_output:19,parsec:32,part:[6,7,12,13,14,15,16,19,21,30,32,35,37,43],partial:0,particularli:0,partit:22,partner:31,pasp:32,pass:[2,7,9,12,16,17,19,20,21,22,23,25,26,27,30,31,37,38,40,41],path:[12,16,19,20,22,23,26,29,30,31,34,37,40],patho:[23,40],pd:[6,8,12,13,14,15,17,18,19],pdf:[0,19,23,32,40],peak:[8,14,15,38],peak_normalized_gaussian_func:38,pend:[0,5],per:[0,5,8,12,13,16,20,22,31,43],percentag:0,peret:0,perfect:[14,15],perfectli:[13,14,15],perform:[0,31],perhap:[0,6,8,21],periastron:0,pericent:43,period:[0,5,7,8,9,12,13,14,15,16,17,19,25,32,43],period_str:32,perl:[1,2,13,14,15,16,30],persist:7,persistent_data:7,pgo:0,phase:[0,6,8,13,14,15],phasevol:[0,16],phdi:0,phi:[5,19],photoevapor:0,php:32,physic:[6,13,14,15,16,22],pick:25,pickl:31,pid:21,piec:[16,19,35],pinnsonneault:0,pisn:0,pkg:[23,40],pl:21,place:[0,2,13,20,22],placehold:[25,29,30,31],plai:[0,14,15],plan:22,planet:17,planetari:0,plaw2:22,pleas:[0,6,7,13,14,15,16,20,22,29],plot:[0,6,8,12,13,14,15,17,18,19,25],plot_data:[8,13,14,15],plot_funct:[23,24],plot_hr_diagram:25,plot_hr_diagram_singl:25,plot_mass:25,plot_orbit:25,plot_system:25,plot_typ:25,plt:[6,8,14,15,17,19],plu:0,pluto:17,pm:25,pms_mass_1:25,pms_mass_2:25,pn:0,pn_comenv_transition_tim:0,pn_fast_wind:0,pn_fast_wind_dm_agb:0,pn_fast_wind_dm_gb:0,pn_fast_wind_mdot_agb:0,pn_fast_wind_mdot_gb:0,pn_hall_fading_time_algorithm:0,pn_hall_fading_time_algorithm_maximum:0,pn_hall_fading_time_algorithm_minimum:0,pn_resolv:0,pn_resolve_maximum_envelope_mass:0,pn_resolve_minimum_effective_temperatur:0,pn_resolve_minimum_luminos:0,pne:0,png:19,pogg:0,point:[0,3,6,20,21,22,23,31,32,38,40],poisson:[22,32],pol:0,polytrop:0,poor:[14,15],pop:[5,9,17,29],pop_macro:9,popitem:29,popul:[0,3,4,7,11,23,24,40,41],population_extens:[16,21,26,27,28,29,30,31,32,33,34,35,36,37,38,39],population_id:[16,22],population_nam:[6,8,13,15],population_object:31,population_set:21,posit:[0,2,8,32],possibl:[0,1,2,6,12,17,20,22,23,29,32,34,40],post:[0,5,6,8,9,21],post_ce_adaptive_menv:0,post_ce_envelope_dm_eagb:0,post_ce_envelope_dm_gb:0,post_ce_envelope_dm_tpagb:0,post_ce_objects_have_envelop:0,post_comenv_period:8,post_sn_orbit_bs:0,post_sn_orbit_method:0,post_sn_orbit_tt98:0,postagb_legacy_log:0,postagb_wind_gi:0,postagb_wind_krticka2020:0,postagb_wind_non:0,postagb_wind_use_gi:0,postagbwind:0,postcod:[6,8,16,35],potenti:0,pow2:6,power:[0,8,14,15,22,32],powerlaw:32,powerlaw_const:32,powerlaw_constant_nocach:32,powerlaw_extrapolation_q:32,ppisn:0,ppisn_additional_massloss:0,ppisn_core_mass_range_shift:0,ppisn_farmer19:0,ppisn_new_fit_21:0,ppisn_non:0,ppisn_prescript:0,ppn_envelope_mass:0,pragma:9,pre:[0,5,8,16,19,25],pre_comenv_period:8,pre_events_stardata:0,pre_main_sequ:0,pre_main_sequence_fit_lob:0,precis:3,precod:[6,8,13,14,15,16,35],predefin:[13,14,15,16,32],predict:22,predictor:0,prefer:[0,21],prefix:0,preloaded_popul:31,prep:0,prepar:2,prepare_dict:2,presc:5,prescrib:0,prescript:[0,5,16],prescrit:0,present:[2,3,6,13,14,15,16,19,21,31,32],preserv:0,preset:25,pressur:0,prev_stellar_type_1:16,prev_stellar_type_2:16,prevent:[0,5,6,22],previou:[8,14,15,20,22,39],previous:[12,16,26],previous_stardata:[1,8,9,12,16],primari:[1,6,8,13,14,15,16,32,35,43],prime:8,pringl:0,print:[2,5,6,7,8,9,11,12,13,14,15,16,17,19,20,22,26,33,34],print_help:[11,20],print_info:34,print_option_descript:34,print_stack_on_exit:22,print_structur:2,printf:[1,6,8,9,12,13,14,15,16,18,19],prior:[0,6],privat:[21,23],prob_dict:32,probability_weighted_mass:22,probabl:[0,1,2,6,8,9,13,14,15,16,19,21,22,25,31,32,34,35],probdist:[6,8,13,14,15,16,35],problem:[0,13],probtot:[14,15],process:[0,6,8,13,14,15,16,18,19,20,21,22,26,30],process_:31,processor:[6,8,13],produc:6,profil:0,progenitor:[0,16],program:[6,23,40],progress:20,project:0,proper:[6,9,34],properli:0,properti:[0,20,22,25,35],proport:8,prot1:0,prot2:0,prot3:0,prot4:0,provid:[0,16,21,22,26,32,41],pseudorandom:0,publicli:9,puls:[0,6,43],pulsat:0,pump:0,purpos:[13,14,15,16,22,25],push:17,push_macro:9,put:[1,6,8,13,14,15,16,19,20,22,25,26,34,35,36],pwd:22,py:[6,8,13,14,15,16,17,22,23,29,40],py_rinterpol:[23,40],pyenv:[7,23,40],pyplot:[6,8,14,15,17,19],pysiz:20,pytest:[23,40],python3:[7,23,40],python:[2,3,4,6,8,13,14,15,20,22,29,31,32,35],q:[0,5,8,13,16,19,22,32,43],q_high_extrapolation_method:22,q_interpol:32,q_low_extrapolation_method:22,q_min:32,qc:5,qcrit_bh:0,qcrit_bs:0,qcrit_cheb:0,qcrit_chen_han_formula:0,qcrit_chen_han_t:0,qcrit_cowd:0,qcrit_degenerate_bh:0,qcrit_degenerate_cheb:0,qcrit_degenerate_cowd:0,qcrit_degenerate_eagb:0,qcrit_degenerate_gb:0,qcrit_degenerate_hegb:0,qcrit_degenerate_hehg:0,qcrit_degenerate_hem:0,qcrit_degenerate_hewd:0,qcrit_degenerate_hg:0,qcrit_degenerate_lmm:0,qcrit_degenerate_m:0,qcrit_degenerate_n:0,qcrit_degenerate_onewd:0,qcrit_degenerate_tpagb:0,qcrit_eagb:0,qcrit_gb:0,qcrit_gb_bs:0,qcrit_gb_chen_han_formula:0,qcrit_gb_chen_han_t:0,qcrit_gb_ge2015:0,qcrit_gb_hjellming_webbink:0,qcrit_gb_q_no_comenv:0,qcrit_gb_temmink2021:0,qcrit_gb_vos2018:0,qcrit_ge2015:0,qcrit_hegb:0,qcrit_hehg:0,qcrit_hem:0,qcrit_hewd:0,qcrit_hg:0,qcrit_hjellming_webbink:0,qcrit_lmm:0,qcrit_m:0,qcrit_n:0,qcrit_onewd:0,qcrit_q_no_comenv:0,qcrit_temmink2021:0,qcrit_tpagb:0,qcrit_vos2018:0,qcrits_:0,qcrits_degenerate_:0,qdata:32,qlimit:32,qmin:32,qs:32,quad:22,quadrat:0,quadrulpl:0,quadrupl:[0,22,32],quantiti:25,queri:[12,26],queue:[6,8,13,22,26,30],quickli:12,quit:[0,6,20,32],quot:20,quotewrap:20,r1:[5,12,19],r2:[5,12,19],r:[0,1,5,6,12,16,19,23,31,40],r_l:43,r_sun:6,radau:0,radi:0,radiat:0,radii:[0,43],radiu:[0,1,6,9,16,18,25,43],radius_1:25,radius_2:25,ragb:43,raghavan2010_binary_fract:32,raghavan:32,rai:0,railton:0,rais:[0,2,16,20,22],ram:[0,22],ran:[6,8,13,22],randbuf:[5,19],random:[0,5,7,19,22],random_count:[5,12,19],random_se:[0,5,12,19],random_skip:0,random_system:0,random_systems_se:0,rang:[0,6,7,8,12,13,14,15,16,22,32,35,38],rapid:0,rapidli:0,rappaport:0,rate:[0,14,15,32],rather:[0,2,9,12,16,20,22,23,26,39,40],ratio:[0,6,7,8,13,14,15,16,32,43],raw:[3,7,19,20,21,22,25,39,41],raw_output:3,rc:[5,6,8,13,14,15,17,25],re:[0,1,6,7,8,13,14,15,17,26,34],reach:[0,5,6,8],reaction:0,read:[3,4,5,12,16,19,20,22,31],readabl:20,readlin:5,real:[6,13,16,35],realist:[14,15],realiti:[14,15],realli:[0,6,16,21,22,34,35],reason:[0,14,15],rebuild:[0,22,23,26,40],rebuilt:[23,40],recalcul:0,receiv:20,recent:[14,17],recogn:16,recognis:31,recombin:0,recommend:[1,4,23,40],recompil:[13,14,15,16,23,40],reconsid:34,recurs:[2,20],recursive_change_key_to_float:2,recursive_change_key_to_str:2,red:[0,6,14,15,17],redhat:1,redshift:32,reduc:[0,5],reduct:22,refer:[2,22,31],refpop:31,regardless:25,region:[0,38],regist:16,reignit:0,reimer:0,reinstal:[23,40],reject:0,rejects_in_log:0,rejuven:[0,13],rel:0,relat:0,releas:[20,23,40],relev:21,reliabl:7,remain:[0,7,20,22],rememb:[5,6,14,15],remesh:0,remnant:[0,6],remov:[0,2,8,12,16,17,20,21],remove_fil:20,renam:[14,15,35],rename_grid_vari:[14,15,35],renormalis:32,rentrop:0,repeat:[0,22],replac:30,repo:23,report:[0,6,8,13,14,15,16],repositori:4,repres:22,represent:[3,16,35],reproduc:0,requir:[0,3,8,12,13,14,15,16,17,19,20,22,25,26,32,41],rerun:[6,22],reset:0,reset_pref:0,reset_star:0,reset_stars_default:0,resolut:[0,6,8,13,14,15,16,22,35,38],resolv:[0,13,31],reson:0,resourc:[14,15,26],respect:[0,30,32,37],rest:[16,32,35],restor:26,restore_from_snapshot_dir:22,restore_from_snapshot_fil:[22,26],restructuredtext:20,result:[0,1,2,3,6,8,12,13,14,15,16,19,20,22,23,26,31,32,38,40],result_arrai:32,result_dict:2,result_example_head:19,result_example_header_1:19,result_example_header_2:19,results_dictionari:[6,8,13,14,15],ret:16,retain:0,rethink:20,return_after_dry_run:22,return_all_info:21,return_arglin:7,return_binary_c_default:21,return_binary_c_version_info:[11,21,39],return_compilation_dict:1,return_help:7,return_help_al:[7,20],return_maximum_mass_ratio_for_rlof:[7,43],return_minimum_orbit_for_rlof:[7,43],return_persistent_data_memaddr:7,return_population_set:21,return_store_memaddr:7,return_version_info:[7,39],reus:21,revap_in:0,revap_out:0,revers:[0,25],reverse_tim:0,revis:[0,39],rewrit:21,rgb:6,rhagavan:22,ri0005:[6,16],rich:0,riello:0,rin:0,ring:0,risk:[16,35],ritter:0,rk2:0,rk4:0,rl1:5,rl2:5,rl:[0,5],rlof:[0,5,7,43],rlof_angular_momentum_transfer_model:0,rlof_angular_momentum_transfer_model_bs:0,rlof_angular_momentum_transfer_model_conserv:0,rlof_eccentric_as_circular:0,rlof_entry_threshold:0,rlof_f:0,rlof_interpolation_binary_c:0,rlof_interpolation_bs:0,rlof_interpolation_method:0,rlof_mdot_factor:0,rlof_mdot_modul:0,rlof_method:0,rlof_method_adapt:0,rlof_method_adaptive2:0,rlof_method_bs:0,rlof_method_claei:0,rlof_method_ritt:0,rlof_nonconservative_gamma_donor:0,rlof_nonconservative_gamma_isotrop:0,rlof_radiation_correct:0,rlof_transition_objects_escap:0,rob:[0,32,43],robert:[23,40],roch:[0,5,8,43],roche_lob:43,rochelob:43,rol1:[5,12,19],rol2:[5,12,19],room:[16,35],root:[23,40],rotat:[0,32],rotation:0,rotationally_enhanced_expon:0,rotationally_enhanced_mass_loss:0,rotationally_enhanced_massloss:0,rotationally_enhanced_massloss_angmom:0,rotationally_enhanced_massloss_langer_formula:0,rotationally_enhanced_massloss_langer_formula_and_angmom:0,rotationally_enhanced_massloss_non:0,rough:6,rout:0,routin:[0,2,4,7,23,25,41],row:[12,19,25],rrcach:22,rring:0,rssd:32,rst:[20,34],rsun:[6,25],run:[0,1,4,5,6,7,8,13,14,15,18,20,21,22,23,26,28,30,32,35,37,40,41,43],run_and_calc_mass:19,run_binary_custom_log:19,run_popul:7,run_system:[5,7,9,11,12,17,18,25,41],run_system_wrapp:[4,5,9,18,23,24],run_zero_probability_system:22,runawai:[5,19],rungrid:22,runtim:[1,22],russel:[0,4,23],rzam:[5,43],s:[0,2,3,5,6,7,8,12,14,15,16,17,19,20,21,22,26,28,29,31,32,36,43],safe:[16,31],sai:[0,6],said:0,same:[0,2,7,12,16,22,23,32,35,40,41],sampl:[0,4,13,16,32,35,38],sample_valu:32,sampler:23,samplerfunc:[6,8,13,14,15,16,22,35,38],sana12:[8,13,16,32],sana:32,sander:0,saturn:17,save:[0,1,6,8,9,13,14,15,16,22,26,31,32,38],save_ensemble_chunk:22,save_loop:19,save_population_object:[22,31],save_pre_events_stardata:0,save_snapshot:[21,22,31],sbatch:22,scalar:20,scalo:32,scandir:31,scanf:0,scene:19,scheme:0,schneider:[0,7],schroeder:0,scientif:20,script:[4,9,20,22,23,26,30,37,40],sdb:0,sdo:0,seaborn:[6,8,13,14,15,17],search:[6,13,17,23],search_for_bhbh:5,second:[0,2,8,17,20,25,31,32,33],secondari:[5,6,13,32,43],section:[7,16,20,23,32,40],see:[0,5,6,7,8,9,11,12,13,14,15,16,19,21,22,23,25,29,31,32,35,39,40],seed:0,seem:[23,25,34,40],seen:20,segment:38,seitenzahl2013_model:0,seitenzahl:0,select:[0,3,12,13,17,19,20],select_kei:3,selected_head:[19,20],selector:0,self:[6,8,12,13,14,15,16,21,22,26,29,30,31,32,35,37,38,39],semi:0,sent:0,sentenc:1,sep:[5,8,12,13,16,19,31,32,43],sep_max:[8,13,16],sep_min:[8,13,16],separ:[0,3,5,6,7,9,12,16,17,18,19,25,31,32,43],separation_quadrupl:0,separation_tripl:0,separta:0,seper:16,sepf:5,sequenc:[0,6,9,13,14,15,19],sequnec:[13,14,15],seri:[0,38],serialis:3,serv:[19,20],server:19,set:[0,1,2,3,4,5,9,11,12,17,19,20,21,22,23,25,26,27,28,29,30,31,32,34,35,37,38,39,40],set_condor_statu:30,set_context:[6,8,13,14,15,17],set_moe_di_stefano_set:27,set_opt:[2,6,8,17],set_slurm_statu:37,set_statu:31,set_tim:28,set_titl:19,set_xlabel:[6,8,13,14,15,17,19],set_ylabel:[6,8,13,14,15,17,19],set_yscal:19,setter:29,setup:[6,16,41],setup_function_cach:29,sever:[11,16,19,22,25,34,41],sfh:32,sh:[23,40],shannon:38,shara:0,share:[1,12,18,19,22,31,41],shared_lib_filenam:9,shared_memori:31,shell:[0,20],shellular:0,shift:0,shorten:[0,5],shorter:5,shortli:6,should:[0,1,2,5,6,8,12,13,14,15,16,19,20,22,23,25,26,30,31,32,34,37,38,40,41],shouldn:[0,20],show:[0,4,5,6,7,8,12,13,14,15,16,19,22,25,38],show_plot:25,show_stellar_typ:25,showlist:38,shown:[0,25,38],showtabl:38,shrink:[5,8],shrinkagb:12,side:[13,14,15,16],siess:0,sigint:22,sigkil:22,sigma:[32,38],signal:[6,8,13,22],silent:20,sill:0,sim10:8,sim:6,similar:38,simpl:[6,8,13,17],simplest:12,simpli:[0,14,15],simul:[0,1,6,8,9,13,14,15,16,37],simulation_:21,sinc:[20,25,32],singl:[0,4,5,6,7,13,14,15,18,19,21,22,25,26,32],single_star_lifetim:[7,9,12],sit:0,site:7,situat:7,size:[20,22,29],skip:[0,2,6,8,13,22],skip_befor:22,skipkei:3,slice:19,sliced_df:19,slightli:7,slope:32,slow:[0,6,8,13,14,15],slower:0,slurm:[22,23,24,26],slurm_arrai:22,slurm_array_max_job:22,slurm_bash:22,slurm_check_requir:37,slurm_dat:22,slurm_dir:[22,26,30,37],slurm_env:22,slurm_extra_set:22,slurm_grid:37,slurm_jobarrayindex:[22,37],slurm_jobid:[22,37],slurm_jobnam:22,slurm_memori:22,slurm_njob:22,slurm_ntask:22,slurm_outfil:37,slurm_partit:22,slurm_postpone_join:22,slurm_postpone_sbatch:22,slurm_pwd:22,slurm_queue_stat:37,slurm_sbatch:22,slurm_status_fil:37,slurm_tim:22,slurm_warn_max_memori:22,slurmid:37,slurmpath:37,small:[0,5,14,15],small_envelope_method:0,small_envelope_method_bs:0,small_envelope_method_miller_bertolami:0,smaller:[0,38],smarter:[14,15],smooth:[6,14,15],smoother:[8,14,15],sn:[0,5,6,8,13,14,15,17,19],sn_impulse_liu2015:0,sn_impulse_non:0,sn_impulse_wheeler1975:0,sn_kick_companion_a:0,sn_kick_companion_aic_bh:0,sn_kick_companion_bh_bh:0,sn_kick_companion_bh_n:0,sn_kick_companion_ecap:0,sn_kick_companion_grb_collapsar:0,sn_kick_companion_hestaria:0,sn_kick_companion_ia_chand:0,sn_kick_companion_ia_chand_co:0,sn_kick_companion_ia_eld:0,sn_kick_companion_ia_h:0,sn_kick_companion_ia_he_co:0,sn_kick_companion_ia_hybrid_hecowd:0,sn_kick_companion_ia_hybrid_hecowd_sublumin:0,sn_kick_companion_ibc:0,sn_kick_companion_ii:0,sn_kick_companion_iia:0,sn_kick_companion_ns_n:0,sn_kick_companion_phdi:0,sn_kick_companion_pisn:0,sn_kick_companion_ppisn:0,sn_kick_companion_tz:0,sn_kick_companion_wdkick:0,sn_kick_dispersion_aic_bh:0,sn_kick_dispersion_bh_bh:0,sn_kick_dispersion_bh_n:0,sn_kick_dispersion_ecap:0,sn_kick_dispersion_grb_collapsar:[0,5],sn_kick_dispersion_ia_hybrid_hecowd:0,sn_kick_dispersion_ia_hybrid_hecowd_sublumin:0,sn_kick_dispersion_ibc:[0,5],sn_kick_dispersion_ii:[0,5],sn_kick_dispersion_ns_n:0,sn_kick_dispersion_phdi:0,sn_kick_dispersion_pisn:0,sn_kick_dispersion_ppisn:0,sn_kick_dispersion_tz:0,sn_kick_distribution_aic_bh:0,sn_kick_distribution_bh_bh:0,sn_kick_distribution_bh_n:0,sn_kick_distribution_ecap:0,sn_kick_distribution_grb_collapsar:0,sn_kick_distribution_ia_hybrid_hecowd:0,sn_kick_distribution_ia_hybrid_hecowd_sublumin:0,sn_kick_distribution_ibc:0,sn_kick_distribution_ii:0,sn_kick_distribution_ns_n:0,sn_kick_distribution_phdi:0,sn_kick_distribution_pisn:0,sn_kick_distribution_ppisn:0,sn_kick_distribution_tz:0,sn_none:9,sn_type:9,snapshot:[22,26,31],snapshot_filenam:31,sneia:0,snia:0,snippet:[7,12],so:[0,2,5,6,7,8,9,12,13,14,15,16,21,22,25,26,31],solar:[0,4,6,7,8,11,23,32,43],solver:0,solver_forward_eul:0,solver_predictor_corrector:0,solver_rk2:0,solver_rk4:0,some:[0,1,6,8,9,11,12,13,14,15,16,19,22,23,25,30,32,35,36,37,40],someth:[0,6,8,12,13,14,15,22,43],somewhat:[13,14,15,16,17],soon:38,sort:[2,6,13,14,15,17,20,31],sort_kei:[3,31],sourc:[1,2,3,8,20,21,22,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,41,43],source_file_filenam:22,source_list:21,sourcecod:[7,9,23,40],sourcefile_nam:1,sp:32,space:[0,6,13,14,15,16,31,35,38],spacing_funct:[21,23,24],spawn:20,special:[0,16],specif:[0,11,12,25,30,37],specifi:[0,22,26,38],spectral:32,speed:[0,29],speedtest:0,spent:20,spera:0,spheric:0,spiki:[14,15],spin:[0,17],spinrat:0,split:[0,5,12,16,17,19,22,30,37],split_lin:12,splitlin:[6,7,8,9,12,13,14,15,16,17],splitpoint:0,spread:21,sqrt:0,src:[0,7,9,23,40],st1:19,st2:19,st:5,stabil:0,stabl:[0,23,40],stack:22,stackoverflow:32,stacktrac:21,stage:26,stancliff:0,standard:[0,13,14,15,30,32,37,38],star1:17,star:[1,4,5,7,8,9,11,12,13,14,17,18,19,22,23,25,30,32,37,38,43],star_with_no_mass:0,starcount:[6,8,13,15,16],stardata:[0,1,6,8,9,12,13,14,15,16,18,19],stardata_dump_filenam:0,stardata_load_filenam:0,stardata_t:9,starnum:[6,13],start:[0,1,5,6,8,12,13,14,15,16,19,20,22,28,34,35],start_at:22,start_tim:[0,22],start_timestamp:[6,8,13,15,16],startrack:0,startswith:12,stat:26,state:[0,31],statement:[1,9,12,13,14,15,16,17,18,19,22],statist:[0,22,30],statu:[0,1,6,8,13,14,15,16,22,26,30,31,37],status_dir:22,stderr:[0,22],stdout:[20,22,38],steadi:0,stefan:25,stefano:[16,23,27,32],stellar:[0,4,5,7,15,22,23,25,32,38,39,42],stellar_structure_algorithm:0,stellar_structure_algorithm_external_funct:0,stellar_structure_algorithm_mint:0,stellar_structure_algorithm_modified_bs:0,stellar_structure_algorithm_non:0,stellar_typ:[1,6,9,12,13,14,15,16,23,24,25],stellar_type1:5,stellar_type2:5,stellar_type_1:[0,16,25],stellar_type_2:[0,16,25],stellar_type_3:0,stellar_type_4:0,stellar_type_dict:42,stellar_type_dict_short:42,step:[3,6,8,9,12,13,14,15,16,25,35,38],stepsiz:[16,35],stick:22,stiff:0,still:[1,9,17,22,43],stop:[0,6,8,13,19,20,22],stop_queu:22,stopfil:0,storag:0,store:[0,2,4,6,8,12,13,14,15,16,20,21,22,23,31,38,40,43],store_capsul:7,store_memaddr:[7,43],str:[1,2,3,5,6,16,20,21,25,31,34,35,39],straightforward:[6,13,14,15,16],straniero:0,stream:22,strength:0,strict:3,strictli:[13,14,15],string:[0,1,2,3,4,7,12,13,14,15,16,17,20,21,22,25,26,30,31,34,35,37,39,41],strip:[0,7,12,17],strong:6,stronger:[0,6],struct:[0,9],structur:[0,2,8,20,22,25],studi:6,stuff:[12,16,22],style:[0,20,33],sub:[0,2,20],subdict:2,subject:0,sublumin:0,submiss:22,submit:[22,23],subplot:19,subprocess:16,subsequ:0,subtract:2,subtract_dict:2,succe:0,suddenli:6,suffer:6,suffici:6,suggest:[0,23,40],suit:[23,40],suitabl:38,sum:[0,2],sun:17,sundial:0,supercrit:0,superflu:17,supernova:[0,5,8,22],superwind:0,superwind_mira_switchon:0,support:31,sure:[2,12,13,14,15,16,23,26,31,32,40,41],surfac:0,surrei:[6,16],surviv:[0,17],survivor:0,sview:22,swallow:17,switcher:0,sy:21,symlink:[6,8,13,16],symlink_latest_gridcod:22,symmetr:0,synchron:0,synonym:0,synthesi:[13,14,15,16,22,23,40],system:[0,4,6,7,8,9,13,14,15,16,18,19,20,21,22,23,25,32,33,36,40,41,43],system_dict:33,system_gener:[16,31],system_numb:33,system_queue_fil:[6,8,13],t:[0,1,2,5,6,12,14,15,16,20,22,26,31,38],t_:6,tabl:[0,32,38],take:[0,2,8,13,16,19,20,22,27,31,32,35,41],taken:[0,2,9,32],talk:6,target:[1,34],task:[0,19,20,21,25,26,29,32,38,41,43],tauri:0,tbse:0,te:22,technic:[6,8,9,13,14,15,16],teff:[0,5,32],teff_1:25,teff_2:25,teff_from_star_struct:6,teff_postagb_max:0,teff_postagb_min:0,tell:[20,26],temp_dir:[5,6,8,12,14,15,16,17,20],temperatur:[0,17,25,32],tempfil:19,term:2,termin:[1,6,9,16,23,40],test:[0,12,20,22,23,26,29,31,40],test_cach:29,test_data:0,test_func:7,test_log:19,test_logfil:12,test_pop:16,text:[6,8,17,20,34],than:[0,2,6,8,13,14,15,16,20,22,23,26,31,32,39,40],thats:16,thei:[0,2,5,6,8,13,16,17,21,22,25,26,30,37,38],thelog:0,them:[2,6,7,8,16,18,19,20,30,31,32,34,41],themselv:[3,32],theoret:[13,14,15],thermal:[0,6,32,43],thermally_pulsing_asymptotic_giant_branch:0,thermohalin:0,thermonuclear:6,thesi:0,thi:[0,1,2,3,5,6,7,8,9,11,12,13,14,15,16,17,19,20,21,22,23,24,25,26,27,29,30,31,32,33,34,35,36,37,38,39,40,41,43],thick:0,thick_disc_end_ag:0,thick_disc_logg_max:0,thick_disc_logg_min:0,thick_disc_start_ag:0,thin:0,thing:[0,3,6,7,8,13,14,15,16,19,20,21,32,41],think:[0,20,21],third:[0,17,32,38],third_dup:0,third_dup_multipli:0,thorn:0,those:[2,6,8,13,14,15,16,19,21,23,32,39,40],thread:[6,8,13,14,15,20,22,33],thread_id:22,three:[0,7,14,15,16,32],three_part_powerlaw:[8,13,14,15,16,32],threshold:[0,20,22],through:[6,7,11,12,13,14,15,16,25,26,35,41],throughout:[13,14,15,16,35],thu:38,tidal:[0,5],tidal_strength_factor:0,tide:[0,17],tides_convective_damp:0,tides_diagnosis_log:0,tides_hurley2002:0,tides_zahn1989:0,tight:19,time:[0,1,2,3,5,6,8,9,12,13,14,15,16,17,18,19,20,21,22,23,25,28,31,32,33,38,40],time_elaps:[16,28],timedelta:20,timescal:0,timestamp:[22,28],timestep:[0,8,9,12,13,14,15],timestep_limit:0,timestep_log:0,timestep_modul:0,timestep_multipli:0,timestep_solver_factor:0,tini:6,tinslei:32,tip:[6,32],titl:[13,34],tmax:38,tmin:38,tmp:[0,6,8,12,13,14,15,16,17,20,23,40],tmp_dir:[5,6,8,12,14,15,16,17,22,35],tmp_tabl:32,toasti:17,todo:[0,1,2,5,11,16,20,21,22,25,26,30,31,32,33,34,37,38,39,41,43],toler:0,too:[0,2,6,7,14,15,17,22,23,40,41],took:[6,8,13,15,16,19],tool:22,top:[0,16,35],topcod:[6,8,16,35],topic:0,torqu:0,total:[0,2,6,8,13,14,15,16,19,20,22,25,32,35],total_count:[6,8,13,15,16],total_mass_run:[6,8,13,15,16],total_prob:[6,8,13,14,15,16],total_probability_weighted_mass_run:[6,8,13,15,16],touch:[26,31],tout:[0,43],tout_pringle_1992_multipli:0,tp:0,tpagb:[0,6],tpagb_reimers_eta:0,tpagb_wind_beasor_etal_2020:0,tpagb_wind_bloeck:0,tpagb_wind_goldman_etal_2017:0,tpagb_wind_mattsson:0,tpagb_wind_reim:0,tpagb_wind_rob_cwind:0,tpagb_wind_van_loon:0,tpagb_wind_vw93_karaka:0,tpagb_wind_vw93_karakas_carbon_star:0,tpagb_wind_vw93_orig:0,tpagb_wind_vw93_orig_carbon_star:0,tpagbwind:0,tpagbwindfac:0,tpr:[8,13],trace:22,traceback:[14,17],track:[6,22,25],trade:0,trail:[20,38],transfer:[0,6,22],transform:[0,3],transit:0,treat:[0,38],trem:20,trigger:0,trio:[13,14,15,16],tripl:[0,22,32],truli:0,ttlcach:22,tupl:[1,6,20,26,31,38],turn:[0,2,3,5,12,16,20],tutori:[4,23],two:[0,2,6,7,9,20,31,33,42,43],txt:[12,16,19,23,31,40,41],type:[0,1,2,3,5,8,12,13,14,15,16,19,20,21,22,25,26,31,32,34,35,38,39,42,43],type_chng:[5,12,19],type_ia_mch_supernova_algorithm:0,type_ia_sub_mch_supernova_algorithm:0,typeerror:14,typic:0,ubvri:0,ugriv:0,uk:[6,16],unavail:0,unbound:5,unclos:31,uncom:[12,13,14,15,16,17],unction:7,undef:9,under:[12,38],undergo:[0,8],understand:22,undescrib:34,unexpect:14,uniform:32,union:[2,16,20,32,35,38,39,43],uniqu:[2,19,22],unit:[0,6,7,11,20,43],univari:0,univers:[6,8,22],unix:33,unknown:41,unless:[1,21,22],unlik:[14,15],unload:21,unlock:31,unmerg:8,unnecessari:34,unpars:7,unphys:[5,8,13],unrecogn:[23,40],unresolv:13,unsign:0,unstabl:[0,5],until:[0,2,6,31,32],unus:[0,22],unweight:16,up:[0,1,4,9,12,17,20,21,26,27,29,30,32,37],updat:[2,14,15,16,21,23,35,40],update_dict:[2,11],update_grid_vari:[14,15,35],upon:43,upper:[0,32,38],uranu:17,us:[0,1,2,3,4,11,12,16,20,21,22,23,25,26,27,28,29,30,31,32,34,35,37,38,39,40,41,43],usag:[0,4],use_astropy_valu:25,use_datadir:[16,21],use_fixed_timestep_:0,use_lwn_fallback:0,use_periastron_roche_radiu:0,use_tabular_intershell_abundances_karakas_2012:0,usecach:38,usecas:4,useful_func:[23,24],user:[1,9,20,21,22,27,32,34,41],usernam:20,usr:22,usual:[0,5,6,7,13,14,15,16,20,22,31,32],utf:[3,16,31],util:[1,2,3,5,6,7,8,9,11,12,13,14,15,16,17,18,20,21,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,41,43],v:[5,19,23,40],val:32,valid:[0,7,9,20,32],valu:[0,1,2,3,6,7,11,12,13,14,15,16,19,20,21,22,25,28,29,32,34,35,38],value_lin:12,valueerror:16,valuerang:[6,8,13,14,15,16,35],values_arrai:12,van:0,vandenheuvel_log:0,vanilla:22,vari:[0,6,8,16],variabl:[0,4,6,7,8,20,22,30,31,35],variant:0,variou:0,vassiliadi:0,vb1print:33,vb2print:33,vb:[5,26,29,31,38],ve:28,veloc:[0,32],venu:17,verbos:[1,6,8,12,13,14,15,16,18,20,22,23,27,31,32,33,38,40],verbose_print:[20,33],veri:[0,5,6,7,8,9,12,14,15,16,31,35,38],versa:43,version:[0,2,7,11,16,20,21,23,39,40],version_info:[11,21,23,24],version_info_str:39,version_onli:0,via:[4,6,7,9,13,14,15,16,21,22,25],vice:43,vink:0,virtual:[23,40],virtualenviron:[23,40],viscos:0,viscou:0,visibl:9,visit:23,vk:[5,19],vn:[5,19],volum:0,vr:[5,19],vrot1:0,vrot2:0,vrot3:0,vrot4:0,vrot_breakup:0,vrot_bs:0,vrot_non_rot:0,vrot_sync:0,vs:[17,25],vw93:0,vw93_eagb_wind_spe:0,vw93_mira_shift:0,vw93_multipli:0,vw93_tpagb_wind_spe:0,vwind:0,vwind_beta:0,vwind_multipli:0,w:[1,12,16,21,31],wa:[0,6,11,12,14,15,16,21,22,23,31,32,40],wai:[0,2,12,14,15,21,22,26],wait:31,wait_for_unlock:31,wang:0,want:[0,2,3,5,8,9,13,14,15,16,19,20,22,23,25,26,31,32,34,35,40],warmup_cpu:0,warn:[0,12,16,22,26],was_kil:21,wast:[8,14,15],wave:[0,6,8,16],wd:0,wd_accretion_rate_new_giant_envelope_lower_limit_helium_donor:0,wd_accretion_rate_new_giant_envelope_lower_limit_hydrogen_donor:0,wd_accretion_rate_new_giant_envelope_lower_limit_other_donor:0,wd_accretion_rate_novae_upper_limit_helium_donor:0,wd_accretion_rate_novae_upper_limit_hydrogen_donor:0,wd_accretion_rate_novae_upper_limit_other_donor:0,wd_kick:0,wd_kick_at_every_puls:0,wd_kick_at_given_puls:0,wd_kick_direct:0,wd_kick_end_agb:0,wd_kick_first_rlof:0,wd_kick_pulse_numb:0,wd_kick_when:0,wd_sigma:0,wdwd_merger_algorithm:0,wdwd_merger_algorithm_bs:0,wdwd_merger_algorithm_chen2016:0,wdwd_merger_algorithm_perets2019:0,we:[0,2,3,4,5,6,7,8,9,11,12,13,14,15,16,17,19,20,21,22,23,26,27,28,29,30,31,32,34,37,38,40,43],weight:[0,14,15,22],weirdli:13,well:[0,3,9,12,13,14,15,22,23,40],went:[14,15],were:[6,8,13,15,16,20,39],what:[0,1,2,5,6,7,8,9,12,13,14,15,16,19,22,23,26,32,34,38,39,40,41],whatev:[0,9,19,20,21,23,26,31,40],wheeler:0,when:[0,1,2,3,6,7,8,11,12,16,17,20,22,23,26,28,29,30,31,32,34,37,38,40,41],whenev:[23,40],where:[0,1,2,6,13,14,15,16,20,22,23,26,28,31,32,34,38,40],whether:[0,7,16,20,21,22,25,30,31,32,34,37,38,39,43],which:[0,1,2,6,7,8,9,11,12,13,14,15,16,18,19,20,21,22,23,26,30,31,32,34,35,37,38,39,40,41,43],whichev:22,white:[0,6],white_dwarf_cooling_carrasco2014:0,white_dwarf_cooling_mestel:0,white_dwarf_cooling_mestel_modifi:0,white_dwarf_cooling_model:0,white_dwarf_radius_carrasco2014:0,white_dwarf_radius_model:0,white_dwarf_radius_mu:0,white_dwarf_radius_nauenberg1972:0,whole:[0,8,9,21,22],why:8,wide:[5,13,14,15],wider:5,width:[0,8,20],wiggl:[14,15],wind:[0,5,6,7,13],wind_algorithm_binary_c_2020:[0,5],wind_algorithm_hendriks_2022:0,wind_algorithm_hurley2002:0,wind_algorithm_non:[0,5],wind_algorithm_schneider2018:0,wind_angmom_loss_bs:0,wind_angmom_loss_lw:0,wind_angmom_loss_lw_hybrid:0,wind_angmom_loss_spherically_symmetr:0,wind_angular_momentum_loss:0,wind_disc_angmom_fract:0,wind_disc_mass_fract:0,wind_djorb_fac:0,wind_gas_to_dust_ratio:0,wind_lbv_luminosity_lower_limit:0,wind_mass_loss:[0,5],wind_multiplier_:0,wind_nieuwenhuijzen_luminosity_lower_limit:0,wind_type_multiplier_:0,wink:0,within:[0,2,9,11,16,20,23,32,35,40],without:[2,9,12,14,15,20,22,32],won:[0,12],wood:0,wooslei:0,work:[0,2,3,9,12,13,14,15,16,19,20,22,23,26,31,40],working_diretori:22,would:[0,2,14,15,16,22,25],wouldn:[16,31],wr:0,wr_wind:0,wr_wind_bs:0,wr_wind_eldridg:0,wr_wind_fac:0,wr_wind_maeder_meynet:0,wr_wind_nugis_lam:0,wrap:[1,9,20,29],wrapper:[3,7,9,12,21,31,33,43],write:[1,5,6,7,8,9,12,13,16,18,19,20,21,22,31,34,41],write_binary_c_calls_to_fil:[16,31],write_binary_c_parameter_descriptions_to_rst_fil:20,write_ensembl:31,write_grid_options_to_rst_fil:34,write_logfil:7,written:[7,12,16,22,31,34,35,41],written_data:12,wrlof_mass_transf:0,wrlof_method:0,wrlof_non:0,wrlof_q_depend:0,wrlof_quadrat:0,wrong:[14,15,23,40],wrt:19,wrwindfac:0,wtts2:0,wtts_log:0,www:[0,32],x0:32,x0d:[20,22],x1:32,x86_64:7,x:[0,6,9,12,17,19,20,21,25,26,32,38],xlabel:18,xlim:[8,17],xx:17,xxx:37,y:[5,6,17,20,21,25,26],ye:22,year:[0,32],year_length_in_dai:8,yet:[0,2,19,20,22,25],yield:[0,38],ylim:17,you:[0,1,2,5,6,7,8,9,12,13,14,15,16,17,18,19,20,21,22,23,25,26,31,32,34,35,38,40,43],young:0,your:[9,12,18,19,22,23,40],yourself:[6,8,13,14,15,16,25],yscale:[13,14,15,17],yy:17,z:[0,6,8,19,21,32,43],zahn:0,zam:[0,4,6,7,13,32,41,43],zams_collis:43,zams_mass:[6,13,14,15,16],zams_mass_1:16,zams_mass_2:16,zero:[0,1,4,5,6,8,15,20,22,23,31],zero_ag:[6,9,12,13,14,15,16],zero_age_main_sequence_star:[13,14,15],zero_age_main_sequence_starn:13,zero_prob_stars_skip:[6,8,13,15,16],zone:0,zoom:[0,38],zoom_dispers:38,zoom_magnitud:38,zoom_magntiud:38,zoom_mean:38,zoomfac_multiplier_decreas:0,zoomfac_multiplier_increas:0,zsolar:32,zytkow:0},titles:["Binary_c parameters","custom_logging_functions module","dicts module","ensemble module","Example notebooks","Example use case: Binary black hole systems","Example use case: Hertzsprung-Russell diagrams","Tutorial: Using the API functionality of binary_c-python","Example use case: Common-envelope evolution","Tutorial: Using custom logging routines with binary_c-python","&lt;no title&gt;","Tutorial: Extra features and functionality of binary_c-python","Tutorial: Running individual systems with binary_c-python","Example use case: Zero-age stellar luminosity function in binaries","Example use case: Zero-age stellar luminosity function","Example use case: Massive star luminosity","Tutorial: Running populations with binary_c-python","Example use case: Solar system using the API functionality","Basic example","Binary_c and python example notebook","functions module","Population class module","Population grid code options","Welcome to binary_c-python\u2019s documentation!","Binarycpython code","plot_functions module","Population class extension: HPC module","Population class extension: Moe_di_Stefano_2017 module","Population class extension: analytics module","Population class extension: cache module","Population class extension: condor module","Population class extension: dataIO module","Population class extension: distribution_functions module","Population class extension: grid_logging module","Population class extension: grid_options_defaults module","Population class extension: gridcode module","Population class extension: metadata module","Population class extension: slurm module","Population class extension: spacing_functions module","Population class extension: version_info module","Python module for binary_c","run_system_wrapper module","stellar_types module","useful_funcs module"],titleterms:{"case":[5,6,8,13,14,15,17],"class":[21,26,27,28,29,30,31,32,33,34,35,36,37,38,39],"function":[7,11,12,13,14,15,16,17,19,20],"public":22,A:[14,15],about:11,ad:[13,14,15,16],after:[23,40],ag:[13,14],algorithm:0,analyt:28,api:[7,9,12,17,19],basic:18,better:[14,15],binari:[0,5,6,13,16,19],binary_c:[0,7,9,11,12,16,19,23,40],binarycpython:24,black:5,build:[11,23,40],cach:29,code:[22,24],common:8,compact:9,condor:30,content:[4,23],core:19,custom:[9,19],custom_logging_funct:1,dataio:31,develop:[23,40],di:22,diagram:6,dict:2,dictionari:11,directli:9,distribut:[14,15],distribution_funct:32,document:[23,40],ensembl:3,envelop:8,environ:[23,40],evolut:[8,9],evolv:[6,8,13,14,15,16],exampl:[4,5,6,7,8,9,11,13,14,15,16,17,18,19,23,40],extens:[26,27,28,29,30,31,32,33,34,35,36,37,38,39],extra:11,faq:[23,40],featur:11,free:7,from:[7,9,23,40],full:16,get:[7,11],grid:[6,8,13,14,15,16,22],grid_log:33,grid_options_default:34,gridcod:35,handl:[6,8,13,14,15,16],hertzsprung:6,hole:5,hpc:26,i:0,indic:23,individu:12,inform:[7,11],initi:[14,15],input:0,instal:[23,40],instruct:[23,40],issu:[23,40],line:19,log:[6,8,9,13,14,15,16,19],luminos:[13,14,15],mass:[9,14,15],massiv:15,metadata:36,misc:0,modif:11,modul:[1,2,3,20,21,23,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43],moe:22,moe_di_stefano_2017:27,note:[23,40],notebook:[4,19],noteworthi:16,nucsyn:0,o:0,object:[6,8,9,12,13,14,15,16],option:22,other:19,output:[0,6,8,13,14,15,16],paramet:[0,11],pars:11,pip:[23,40],plot_funct:25,popul:[6,8,9,12,13,14,15,16,21,22,26,27,28,29,30,31,32,33,34,35,36,37,38,39],privat:22,python:[7,9,11,12,16,19,23,40],requir:[23,40],routin:9,run:[9,12,16,19],run_binari:19,run_binary_with_log:19,run_system:19,run_system_wrapp:[12,41],russel:6,s:23,sampl:[14,15],sampler:22,script:16,section:0,set:[6,7,8,13,14,15,16],singl:[12,16],slurm:37,solar:17,sourc:[23,40],spacing_funct:38,star:[0,6,15,16],stefano:22,stellar:[6,8,13,14],stellar_typ:42,store:7,string:9,supernova:9,system:[5,12,17],tabl:23,tutori:[7,9,11,12,16],up:[6,7,8,13,14,15,16],us:[5,6,7,8,9,13,14,15,17,19],usag:[7,9,23,40],useful_func:43,util:19,variabl:[13,14,15,16,23,40],version_info:39,via:[12,23,40],welcom:23,when:9,wrapper:19,zam:[14,15],zero:[13,14]}})
\ No newline at end of file
+Search.setIndex({"docnames": ["binary_c_parameters", "custom_logging_functions", "dicts", "ensemble", "example_notebooks", "examples/notebook_BHBH", "examples/notebook_HRD", "examples/notebook_api_functionality", "examples/notebook_common_envelope_evolution", "examples/notebook_custom_logging", "examples/notebook_ensembles", "examples/notebook_extra_features", "examples/notebook_individual_systems", "examples/notebook_luminosity_function_binaries", "examples/notebook_luminosity_function_single", "examples/notebook_massive_remnants", "examples/notebook_population", "examples/notebook_solar_system", "examples/old/basic_example", "examples/old/workshop_example_notebook", "functions", "grid", "grid_options_descriptions", "index", "modules", "plot_functions", "population_extensions/HPC", "population_extensions/Moe_di_Stefano_2017", "population_extensions/analytics", "population_extensions/cache", "population_extensions/condor", "population_extensions/dataIO", "population_extensions/distribution_functions", "population_extensions/grid_logging", "population_extensions/grid_options_defaults", "population_extensions/gridcode", "population_extensions/metadata", "population_extensions/slurm", "population_extensions/spacing_functions", "population_extensions/version_info", "readme_link", "run_system_wrapper", "stellar_types", "useful_funcs"], "filenames": ["binary_c_parameters.rst", "custom_logging_functions.rst", "dicts.rst", "ensemble.rst", "example_notebooks.rst", "examples/notebook_BHBH.ipynb", "examples/notebook_HRD.ipynb", "examples/notebook_api_functionality.ipynb", "examples/notebook_common_envelope_evolution.ipynb", "examples/notebook_custom_logging.ipynb", "examples/notebook_ensembles.ipynb", "examples/notebook_extra_features.ipynb", "examples/notebook_individual_systems.ipynb", "examples/notebook_luminosity_function_binaries.ipynb", "examples/notebook_luminosity_function_single.ipynb", "examples/notebook_massive_remnants.ipynb", "examples/notebook_population.ipynb", "examples/notebook_solar_system.ipynb", "examples/old/basic_example.ipynb", "examples/old/workshop_example_notebook.ipynb", "functions.rst", "grid.rst", "grid_options_descriptions.rst", "index.rst", "modules.rst", "plot_functions.rst", "population_extensions/HPC.rst", "population_extensions/Moe_di_Stefano_2017.rst", "population_extensions/analytics.rst", "population_extensions/cache.rst", "population_extensions/condor.rst", "population_extensions/dataIO.rst", "population_extensions/distribution_functions.rst", "population_extensions/grid_logging.rst", "population_extensions/grid_options_defaults.rst", "population_extensions/gridcode.rst", "population_extensions/metadata.rst", "population_extensions/slurm.rst", "population_extensions/spacing_functions.rst", "population_extensions/version_info.rst", "readme_link.rst", "run_system_wrapper.rst", "stellar_types.rst", "useful_funcs.rst"], "titles": ["Binary_c parameters", "custom_logging_functions module", "dicts module", "ensemble module", "Example notebooks", "Example use case: Binary black hole systems", "Example use case: Hertzsprung-Russell diagrams", "Tutorial: Using the API functionality of binary_c-python", "Example use case: Common-envelope evolution", "Tutorial: Using custom logging routines with binary_c-python", "&lt;no title&gt;", "Tutorial: Extra features and functionality of binary_c-python", "Tutorial: Running individual systems with binary_c-python", "Example use case: Zero-age stellar luminosity function in binaries", "Example use case: Zero-age stellar luminosity function", "Example use case: Massive star luminosity", "Tutorial: Running populations with binary_c-python", "Example use case: Solar system using the API functionality", "Basic example", "Binary_c and python example notebook", "functions module", "Population class module", "Population grid code options", "Welcome to binary_c-python\u2019s documentation!", "Binarycpython code", "plot_functions module", "Population class extension: HPC module", "Population class extension: Moe_di_Stefano_2017 module", "Population class extension: analytics module", "Population class extension: cache module", "Population class extension: condor module", "Population class extension: dataIO module", "Population class extension: distribution_functions module", "Population class extension: grid_logging module", "Population class extension: grid_options_defaults module", "Population class extension: gridcode module", "Population class extension: metadata module", "Population class extension: slurm module", "Population class extension: spacing_functions module", "Population class extension: version_info module", "Python module for binary_c", "run_system_wrapper module", "stellar_types module", "useful_funcs module"], "terms": {"The": [0, 1, 2, 3, 4, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 25, 26, 28, 29, 30, 31, 32, 33, 35, 37, 38, 40, 41], "follow": [0, 7, 9, 16, 19, 20, 22, 25, 32, 38], "chapter": [0, 22, 24], "contain": [0, 1, 2, 3, 7, 11, 12, 13, 14, 15, 16, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42], "all": [0, 1, 2, 3, 6, 7, 8, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 31, 32, 34, 38, 39, 40, 41], "current": [0, 2, 8, 9, 11, 13, 14, 15, 20, 21, 23, 26, 31, 40], "version": [0, 2, 7, 11, 16, 20, 21, 23, 39, 40], "can": [0, 1, 2, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 25, 26, 31, 32, 35, 40, 41, 43], "handl": [0, 2, 3, 4, 7, 12, 20, 21, 22, 26, 27, 35, 36, 39, 41, 43], "along": [0, 22, 23, 34, 40], "descript": [0, 7, 11, 20, 22, 27, 32, 34], "other": [0, 1, 2, 6, 11, 12, 13, 14, 15, 16, 20, 22, 23, 25, 26, 32, 34, 40], "properti": [0, 20, 22, 25, 35], "thi": [0, 1, 2, 3, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 43], "inform": [0, 1, 3, 4, 6, 9, 12, 13, 14, 15, 16, 20, 21, 22, 25, 26, 32, 34, 36, 39], "wa": [0, 6, 11, 12, 14, 15, 16, 21, 22, 23, 31, 32, 40], "obtain": [0, 6, 8, 13, 14, 15, 31], "build": [0, 1, 4, 7, 20, 26, 32], "git": [0, 13, 14, 15, 16, 20], "branch": [0, 6, 20, 23, 39, 40], "branch_david": 0, "revis": [0, 39], "6072": 0, "20220603": 0, "69cdd3f72": 0, "built": [0, 1, 20, 23, 40], "jun": 0, "3": [0, 1, 2, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 19, 20, 22, 23, 30, 32, 37, 38, 40], "2022": 0, "14": [0, 5, 6, 9, 12, 13, 15, 16, 17, 19], "44": [0, 5, 13], "39": [0, 5, 6, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18], "metal": [0, 5, 6, 7, 8, 9, 12, 13, 14, 15, 16, 17, 18, 19, 32, 43], "set": [0, 1, 2, 3, 4, 5, 9, 11, 12, 17, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 37, 38, 39, 40], "e": [0, 2, 5, 6, 7, 8, 9, 12, 13, 14, 15, 16, 20, 21, 22, 23, 26, 29, 30, 31, 32, 35, 37, 38, 40, 43], "amount": [0, 2, 7], "mass": [0, 1, 2, 4, 5, 6, 7, 8, 11, 12, 13, 16, 17, 19, 20, 22, 25, 32, 35, 38, 39, 41, 43], "matter": [0, 7], "which": [0, 1, 2, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 26, 30, 31, 32, 34, 35, 37, 38, 39, 40, 41, 43], "hydrogen": [0, 6, 7], "helium": [0, 6, 7], "If": [0, 2, 6, 7, 8, 13, 14, 15, 16, 20, 21, 22, 23, 25, 26, 27, 28, 30, 31, 32, 35, 37, 40, 41, 43], "you": [0, 1, 2, 5, 6, 7, 8, 9, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 26, 31, 32, 34, 35, 38, 40, 43], "ar": [0, 1, 2, 3, 4, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 25, 29, 30, 31, 32, 34, 35, 37, 38, 39, 40, 43], "us": [0, 1, 2, 3, 4, 11, 12, 16, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 37, 38, 39, 40, 41, 43], "bse": [0, 7, 9, 16, 32], "must": [0, 2, 6, 7, 8, 12, 13, 14, 15, 16, 17, 31, 35, 38], "1e": [0, 7, 8, 9, 12, 13, 19], "4": [0, 1, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 19, 21, 31, 32, 38], "0": [0, 1, 2, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 26, 27, 29, 32, 35, 38, 40, 43], "03": [0, 1, 5, 7, 8, 13], "see": [0, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 19, 21, 22, 23, 25, 29, 31, 32, 35, 39, 40], "also": [0, 4, 5, 6, 7, 8, 9, 13, 14, 15, 16, 19, 20, 21, 22, 23, 26, 28, 31, 34, 39, 40, 43], "nucsyn_metal": [0, 7], "effective_metal": [0, 7, 19], "type": [0, 1, 2, 3, 5, 8, 12, 13, 14, 15, 16, 19, 20, 21, 22, 25, 26, 31, 32, 34, 35, 38, 39, 42, 43], "float": [0, 2, 3, 5, 7, 11, 12, 17, 20, 32, 33, 38, 43], "default": [0, 1, 2, 3, 6, 7, 9, 11, 13, 14, 15, 16, 19, 20, 21, 22, 26, 27, 29, 30, 31, 32, 34, 37, 38, 39, 41], "valu": [0, 1, 2, 3, 6, 7, 11, 12, 13, 14, 15, 16, 19, 20, 21, 22, 25, 28, 29, 32, 34, 35, 38], "02": [0, 5, 6, 7, 8, 9, 12, 13, 16, 17, 19, 32, 43], "effect": [0, 5, 7, 9, 13, 22, 32], "routin": [0, 2, 4, 7, 23, 25, 41], "like": [0, 1, 6, 7, 8, 13, 14, 15, 16, 19, 20, 22, 23, 25, 31, 38, 40], "schneider": [0, 7], "wind": [0, 5, 6, 7, 13], "loss": [0, 5, 7, 12, 13, 17], "default_to_metal": [0, 7], "1": [0, 1, 2, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 22, 25, 26, 30, 31, 32, 33, 35, 37, 38, 41, 43], "just": [0, 2, 6, 7, 8, 16, 19, 20, 21, 22, 23, 27, 31, 39, 40, 43], "same": [0, 2, 7, 12, 16, 22, 23, 32, 35, 40, 41], "main": [0, 1, 6, 7, 9, 13, 14, 15, 16, 19, 22, 23, 40], "differ": [0, 6, 7, 8, 13, 14, 15, 16, 19, 20, 22, 23, 25, 38, 40], "between": [0, 7, 22, 32, 38], "rang": [0, 6, 7, 8, 12, 13, 14, 15, 16, 22, 32, 35, 38], "valid": [0, 7, 9, 20, 32], "while": [0, 5, 6, 7, 8, 13], "s": [0, 2, 3, 5, 6, 7, 8, 12, 14, 15, 16, 17, 19, 20, 21, 22, 26, 28, 29, 31, 32, 36, 43], "limit": [0, 6, 7, 8, 13, 14, 15, 16, 22, 25], "stellar": [0, 4, 5, 7, 15, 22, 23, 25, 32, 38, 39, 42], "evolut": [0, 1, 4, 5, 6, 7, 12, 13, 14, 15, 16, 19, 22, 23, 25, 38], "so": [0, 2, 5, 6, 7, 8, 9, 12, 13, 14, 15, 16, 21, 22, 25, 26, 31], "macro": [0, 11, 20, 39], "m_1": [0, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 35, 41], "initi": [0, 4, 5, 7, 11, 12, 19, 21, 32], "one": [0, 2, 7, 11, 14, 15, 16, 17, 18, 19, 22, 25, 29, 31, 34, 38, 41], "solar": [0, 4, 6, 7, 8, 11, 23, 32, 43], "unit": [0, 6, 7, 11, 20, 43], "intern": [0, 7, 11, 22], "index": [0, 7, 11, 12, 16, 17, 22, 23, 26, 32, 35], "m_2": [0, 5, 6, 7, 8, 9, 12, 13, 16, 18, 19], "two": [0, 2, 6, 7, 9, 20, 31, 33, 42, 43], "m_3": [0, 7], "three": [0, 7, 14, 15, 16, 32], "2": [0, 1, 2, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 25, 26, 30, 32, 37, 38, 40], "m_4": [0, 7], "four": [0, 7], "vrot1": 0, "equatori": 0, "rotat": [0, 32], "veloc": [0, 32], "km": 0, "hurlei": 0, "et": [0, 32, 43], "al": [0, 32, 43], "2000": [0, 5], "2002": 0, "prescript": [0, 5, 16], "sequenc": [0, 6, 9, 13, 14, 15, 19], "truli": 0, "non": [0, 2, 14, 15, 22, 23, 31, 40], "someth": [0, 6, 8, 12, 13, 14, 15, 22, 43], "small": [0, 5, 14, 15], "g": [0, 1, 2, 5, 6, 8, 9, 12, 13, 14, 15, 16, 18, 19, 20, 22, 23, 26, 29, 30, 31, 32, 37, 38, 40], "001": [0, 5], "vrot2": 0, "vrot_bs": 0, "vrot_breakup": 0, "vrot_sync": 0, "vrot_non_rot": 0, "vrot3": 0, "vrot4": 0, "prot1": 0, "prot2": 0, "prot3": 0, "period": [0, 5, 7, 8, 9, 12, 13, 14, 15, 16, 17, 19, 25, 32, 43], "dai": [0, 5, 8, 9, 12, 13, 16, 19, 32, 43], "prot4": 0, "inclination1": 0, "inclin": 0, "degre": 0, "inclination2": 0, "inclination3": 0, "inclination4": 0, "b_1": 0, "magnet": 0, "field": 0, "gauss": 0, "b_2": 0, "b_3": 0, "b_4": 0, "b_inclination1": 0, "b_inclination2": 0, "b_inclination3": 0, "b_inclination4": 0, "stellar_type_1": [0, 16, 25], "usual": [0, 5, 6, 7, 13, 14, 15, 16, 20, 22, 31, 32], "main_sequ": [0, 13, 14, 15, 19], "note": [0, 5, 6, 13, 14, 15, 16, 19, 20, 22, 26, 31, 35, 38, 39], "onli": [0, 2, 6, 9, 13, 14, 15, 16, 17, 19, 20, 22, 26, 27, 31, 38, 43], "work": [0, 2, 3, 9, 12, 13, 14, 15, 16, 19, 20, 22, 23, 26, 31, 40], "both": [0, 2, 7, 13, 14, 15, 16], "ag": [0, 4, 5, 6, 8, 15, 23, 38], "core_mass": [0, 9], "white": [0, 6], "dwarf": [0, 6, 14, 15], "black": [0, 4, 6, 23], "hole": [0, 4, 6, 23], "neutrn": 0, "integ": [0, 6, 22, 38, 43], "low_mass_m": 0, "ms": [0, 5, 9, 13], "hg": 0, "giant_branch": 0, "cheb": 0, "eagb": [0, 5], "5": [0, 1, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 19, 20, 29, 31, 32, 35], "tpagb": [0, 6], "6": [0, 1, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 19, 23, 40], "hem": 0, "7": [0, 1, 5, 6, 7, 8, 9, 12, 13, 14, 15, 16, 18, 19, 23, 32, 40], "hehg": 0, "8": [0, 3, 5, 6, 8, 9, 12, 13, 14, 15, 16, 19, 31, 32], "hegb": [0, 5], "9": [0, 5, 6, 7, 8, 9, 12, 13, 15, 16, 19, 23, 40], "hewd": 0, "10": [0, 2, 5, 6, 7, 8, 9, 12, 13, 14, 15, 16, 17, 18, 19, 22, 32, 38, 41], "cowd": 0, "11": [0, 5, 6, 8, 9, 12, 13, 15, 16, 17, 19], "onewd": 0, "12": [0, 5, 6, 9, 12, 13, 15, 16, 17, 19, 20, 32], "ns": [0, 1, 8, 9, 16], "13": [0, 5, 6, 8, 9, 12, 13, 15, 16, 17, 19], "bh": [0, 5, 8], "massless_remn": 0, "15": [0, 5, 8, 9, 12, 13, 15, 16, 17, 19, 22, 32], "low_mass_main_sequ": 0, "hertzsprung_gap": 0, "first_giant_branch": 0, "core_helium_burn": 0, "early_asymptotic_giant_branch": 0, "thermally_pulsing_asymptotic_giant_branch": 0, "naked_main_sequence_helium_star": 0, "naked_helium_star_hertzsprung_gap": 0, "naked_helium_star_giant_branch": 0, "helium_white_dwarf": 0, "carbon_oxygen_white_dwarf": 0, "oxygen_neon_white_dwarf": 0, "neutron_star": 0, "black_hol": 0, "star_with_no_mass": 0, "stellar_type_2": [0, 16, 25], "stellar_type_3": 0, "stellar_type_4": 0, "max_stellar_type_1": 0, "maximum": [0, 6, 7, 8, 9, 13, 14, 15, 16, 22, 32, 38, 43], "stop": [0, 6, 8, 13, 19, 20, 22], "when": [0, 1, 2, 3, 6, 7, 8, 11, 12, 16, 17, 20, 22, 23, 26, 28, 29, 30, 31, 32, 34, 37, 38, 40, 41], "reach": [0, 5, 6, 8], "neg": [0, 2, 38], "massless": 0, "remnant": [0, 6], "allow": [0, 2, 9, 18, 19, 22, 29, 32], "absolut": [0, 20, 38], "16": [0, 5, 8, 13, 15, 17, 19, 32], "max_stellar_type_2": 0, "max_stellar_type_3": 0, "max_stellar_type_4": 0, "probabl": [0, 1, 2, 6, 8, 9, 13, 14, 15, 16, 19, 21, 22, 25, 31, 32, 34, 35], "weight": [0, 14, 15, 22], "appli": 0, "base": [0, 2, 3, 8, 13, 14, 15, 16, 20, 21, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 43], "sai": [0, 6], "function": [0, 1, 2, 3, 4, 5, 6, 8, 9, 18, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 43], "run": [0, 1, 4, 5, 6, 7, 8, 13, 14, 15, 18, 20, 21, 22, 26, 28, 30, 32, 35, 37, 41, 43], "grid": [0, 4, 12, 20, 21, 23, 26, 27, 30, 31, 32, 33, 34, 35, 36, 37, 38, 43], "simul": [0, 1, 6, 8, 9, 13, 14, 15, 16, 37], "sum": [0, 2], "should": [0, 1, 2, 5, 6, 8, 12, 13, 14, 15, 16, 19, 20, 22, 23, 25, 26, 30, 31, 32, 34, 37, 38, 40, 41], "phasevol": [0, 16], "system": [0, 4, 6, 7, 8, 9, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 25, 32, 33, 36, 40, 41, 43], "phase": [0, 6, 8, 13, 14, 15], "volum": 0, "binary_grid": 0, "null": [0, 6, 7, 8, 20], "stellar_structure_algorithm": 0, "structur": [0, 2, 8, 20, 22, 25], "modifi": [0, 2, 9, 23, 40], "none": [0, 1, 2, 3, 5, 6, 7, 8, 13, 15, 16, 17, 19, 20, 21, 22, 26, 27, 29, 30, 31, 32, 34, 35, 37, 38, 43], "extern": 0, "defin": [0, 1, 16, 17, 21, 25, 32, 35], "call": [0, 1, 2, 11, 12, 14, 15, 16, 17, 20, 21, 22, 25, 26, 30, 31, 33, 35, 37, 38, 39, 41], "code": [0, 1, 6, 8, 9, 12, 13, 14, 15, 16, 18, 19, 21, 23, 25, 30, 31, 32, 34, 35, 37, 38, 40, 41, 43], "yet": [0, 2, 19, 20, 22, 25], "implement": [0, 2, 22], "stellar_structure_algorithm_modified_bs": 0, "stellar_structure_algorithm_non": 0, "stellar_structure_algorithm_external_funct": 0, "stellar_structure_algorithm_mint": 0, "solver": 0, "forward": 0, "euler": 0, "could": [0, 3, 14, 15, 16, 19, 20, 39], "rk2": 0, "rk4": 0, "predictor": 0, "corretor": 0, "solver_forward_eul": 0, "solver_rk2": 0, "solver_rk4": 0, "solver_predictor_corrector": 0, "max_evolution_tim": [0, 1, 6, 7, 8, 9, 12, 13, 14, 15, 16, 17, 19, 38], "myr": [0, 6, 8, 12, 13, 14, 15, 17, 38], "15000": [0, 5, 7, 9, 12, 16, 17, 19], "max_model_numb": 0, "number": [0, 2, 3, 5, 6, 8, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 26, 31, 32, 33, 34, 35, 38, 40], "model": [0, 1, 6, 8, 9, 12, 13, 14, 15, 16, 17, 18, 19, 22], "ignor": [0, 2, 9, 12, 16, 19, 22, 32, 35], "monte_carlo_kick": 0, "turn": [0, 2, 3, 5, 12, 16, 20], "mont": [0, 22], "carlo": [0, 22], "sn": [0, 5, 6, 8, 13, 14, 15, 17, 19], "kick": [0, 5, 19, 22], "On": [0, 16, 20, 31], "true": [0, 2, 3, 5, 6, 8, 11, 13, 14, 15, 16, 18, 19, 20, 21, 22, 25, 26, 28, 30, 31, 34, 35, 37, 38, 39], "inde": [0, 14, 15], "broken": 0, "fals": [0, 3, 5, 6, 8, 13, 15, 16, 17, 20, 21, 22, 25, 26, 28, 29, 30, 31, 35, 37, 38, 39], "disable_debug": 0, "disabl": [0, 16], "debug": [0, 5, 6, 8, 13, 14, 15, 16, 22, 33], "ha": [0, 1, 2, 5, 6, 8, 9, 11, 13, 14, 15, 16, 19, 20, 22, 28, 31, 35], "an": [0, 2, 3, 6, 7, 8, 11, 12, 13, 14, 15, 16, 19, 20, 22, 23, 26, 27, 30, 31, 32, 33, 34, 35, 36, 37, 38, 41], "requir": [0, 3, 8, 12, 13, 14, 15, 16, 17, 19, 20, 22, 25, 26, 32, 41], "rebuild": [0, 22, 23, 26, 40], "timestep_log": 0, "timestep": [0, 8, 9, 12, 13, 14, 15], "log": [0, 1, 4, 5, 7, 12, 17, 18, 20, 22, 23, 25, 31, 32, 33, 35, 38, 40, 41, 43], "rejects_in_log": 0, "show": [0, 4, 5, 6, 7, 8, 12, 13, 14, 15, 16, 19, 22, 25, 38], "reject": 0, "vandenheuvel_log": 0, "van": 0, "den": 0, "heuvel": 0, "evolution_split": 0, "split": [0, 5, 12, 16, 17, 19, 22, 30, 37], "evolutionari": [0, 12], "splitpoint": 0, "supernova": [0, 5, 8, 22], "occur": [0, 43], "disable_ev": 0, "whether": [0, 7, 16, 20, 21, 22, 25, 30, 31, 32, 34, 37, 38, 39, 43], "new": [0, 2, 6, 8, 12, 13, 14, 15, 16, 20, 21, 26, 31, 32, 35], "event": [0, 5, 6], "we": [0, 2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 26, 27, 28, 29, 30, 31, 32, 34, 37, 38, 40, 43], "evolution_splitting_sn_eccentricity_threshold": 0, "threshold": [0, 20, 22], "eccentr": [0, 7, 9, 12, 13, 14, 15, 16, 17, 19, 25, 32, 43], "abov": [0, 6, 9, 12, 14, 15, 16, 20, 21, 32], "happen": [0, 6, 8], "01": [0, 5, 6, 8, 9, 13, 16, 19], "evolution_splitting_sn_n": 0, "evolution_splitting_maxdepth": 0, "max": [0, 8, 9, 13, 14, 15, 16, 22, 32], "equation_of_state_algorithm": 0, "equat": 0, "state": [0, 31], "paczynski": 0, "equation_of_state_paczynski": 0, "opacity_algorithm": 0, "opac": 0, "ferguson": 0, "opal": 0, "opacity_algorithm_paczynski": 0, "opacity_algorithm_ferguson_op": 0, "opacity_algorithm_star": 0, "wind_mass_loss": [0, 5], "2018": [0, 1, 5], "sander": 0, "wink": 0, "2020": 0, "lbv": 0, "unsign": 0, "wind_algorithm_non": [0, 5], "wind_algorithm_hurley2002": 0, "wind_algorithm_schneider2018": 0, "wind_algorithm_binary_c_2020": [0, 5], "wind_algorithm_hendriks_2022": 0, "extra": [0, 4, 16, 22, 23, 33, 35, 41], "gbwind": 0, "first": [0, 2, 6, 8, 12, 13, 14, 15, 16, 17, 20, 23, 26, 31, 32, 40, 43], "red": [0, 6, 14, 15, 17], "giant": [0, 6, 17], "reimer": 0, "choos": [0, 6, 8, 9, 13, 19, 25, 26, 31], "gb_reimers_eta": 0, "rate": [0, 14, 15, 32], "schroeder": 0, "cuntz": 0, "2005": [0, 5], "gb_wind_reim": 0, "gb_wind_schroeder_cuntz_2005": 0, "gb_wind_goldman_etal_2017": 0, "gb_wind_beasor_etal_2020": 0, "postagbwind": 0, "special": [0, 16], "post": [0, 5, 6, 8, 9, 21], "A": [0, 2, 4, 16, 29, 43], "gb": 0, "postagb_wind_use_gi": 0, "mean": [0, 5, 20, 22, 23, 30, 32, 37, 38, 40], "whatev": [0, 9, 19, 20, 21, 23, 26, 31, 40], "prescrib": 0, "option": [0, 1, 2, 6, 8, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 26, 27, 29, 31, 32, 34, 35, 38, 40, 43], "includ": [0, 1, 2, 6, 9, 12, 14, 15, 16, 17, 20, 21, 23, 25, 31, 32, 40], "postagb_wind_non": 0, "postagb_wind_krticka2020": 0, "krticka": 0, "kub\u00e1t": 0, "krtickov\u00e1": 0, "635": [0, 13], "a173": 0, "postagb_wind_gi": 0, "teff_postagb_min": 0, "minimum": [0, 7, 20, 22, 32, 38, 39, 43], "temperatur": [0, 17, 25, 32], "teff_postagb_max": 0, "6000": 0, "k": [0, 6, 17, 32], "120000": 0, "mattsson_orich_tpagbwind": 0, "experiment": [0, 20], "mattsson": 0, "oxygen": [0, 6], "rich": 0, "mattsson_mass_loss": 0, "magnetic_braking_factor": 0, "multipli": [0, 2, 14, 15, 22, 38], "brake": 0, "angular": [0, 17, 25], "momentum": [0, 17], "magnetic_braking_gamma": 0, "gamma": 0, "factor": [0, 2, 22, 38], "rappaport": 0, "style": [0, 20, 33], "express": [0, 20], "magnetic_braking_algorithm": 0, "andronov": 0, "pinnsonneault": 0, "sill": 0, "2003": [0, 32], "barn": 0, "kim": 0, "2010": [0, 22, 32], "magnetic_braking_algorithm_hurley_2002": 0, "magnetic_braking_algorithm_andronov_2003": 0, "magnetic_braking_algorithm_barnes_2010": 0, "magnetic_braking_algorithm_rappaport_1983": 0, "helium_flash_mass_loss": 0, "lost": [0, 8, 19], "flash": 0, "multipl": [0, 2, 6, 22, 32], "cf": 0, "eta": [0, 8, 13], "formula": [0, 20], "4e": [0, 19], "8e": 0, "gbwindfac": 0, "tpagbwindfac": 0, "eagbwindfac": 0, "nieuwenhuijzen_windfac": 0, "nieuwenhuijzen": 0, "de": [0, 5], "jager": 0, "tpagbwind": 0, "dure": [0, 5, 19], "karaka": 0, "vassiliadi": 0, "wood": 0, "1993": 0, "bloecker": 0, "loon": 0, "rob": [0, 32, 43], "c": [0, 1, 5, 7, 9, 12, 16, 41], "variant": 0, "respect": [0, 30, 32, 37], "goldman": 0, "2017": [0, 13, 16, 22, 32], "beasor": 0, "tpagb_wind_vw93_karaka": 0, "tpagb_wind_vw93_orig": 0, "tpagb_wind_reim": 0, "tpagb_wind_bloeck": 0, "tpagb_wind_van_loon": 0, "tpagb_wind_rob_cwind": 0, "tpagb_wind_vw93_karakas_carbon_star": 0, "tpagb_wind_vw93_orig_carbon_star": 0, "tpagb_wind_mattsson": 0, "tpagb_wind_goldman_etal_2017": 0, "tpagb_wind_beasor_etal_2020": 0, "eagbwind": 0, "vw93": 0, "eagb_wind_bs": 0, "eagb_wind_goldman_etal_2017": 0, "eagb_wind_beasor_etal_2020": 0, "wind_gas_to_dust_ratio": 0, "ga": 0, "dust": 0, "ratio": [0, 6, 7, 8, 13, 14, 15, 16, 32, 43], "calcul": [0, 2, 6, 8, 13, 14, 15, 16, 20, 22, 28, 32, 35, 43], "typic": 0, "200": [0, 5], "milki": 0, "wai": [0, 2, 12, 14, 15, 21, 22, 26], "500": [0, 5], "magellan": 0, "cloud": 0, "approxim": [0, 6, 8], "mw": 0, "vwind_multipli": 0, "vwind_beta": 0, "beta": 0, "speed": [0, 29], "where": [0, 1, 2, 6, 13, 14, 15, 16, 20, 22, 23, 26, 28, 31, 32, 34, 38, 40], "vwind": 0, "sqrt": 0, "escap": 0, "125": [0, 5, 16], "from": [0, 2, 3, 5, 6, 8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 25, 26, 30, 31, 32, 35, 37, 39, 43], "superwind_mira_switchon": 0, "In": [0, 2, 6, 8, 9, 11, 12, 13, 14, 15, 16, 19, 22, 31, 38], "agb": [0, 6], "superwind": 0, "given": [0, 1, 3, 7, 13, 14, 15, 18, 19, 20, 21, 22, 26, 29, 30, 31, 32, 35, 37, 38, 41, 43], "mira": 0, "vari": [0, 6, 8, 16], "switch": 0, "vw93_mira_shift": 0, "depend": [0, 6, 20, 22, 23, 25, 32, 40], "plu": 0, "offset": 0, "vw93_multipli": 0, "tpagb_reimers_eta": 0, "tout_pringle_1992_multipli": 0, "tout": [0, 43], "pringl": 0, "1992": 0, "artificial_mass_accretion_r": 0, "d": [0, 1, 5, 6, 8, 9, 12, 13, 16, 17, 20, 38], "constant": [0, 2, 14, 15, 25, 32, 38], "accret": [0, 5], "n": [0, 1, 5, 6, 7, 8, 9, 12, 13, 14, 15, 16, 18, 19, 20, 22, 26, 32], "scanf": 0, "artificial_mass_accretion_rate_by_stellar_typ": 0, "artificial_angular_momentum_accretion_r": 0, "artificial_orbital_angular_momentum_accretion_r": 0, "orbit": [0, 5, 7, 8, 13, 17, 25, 32, 43], "artificial_accretion_start_tim": 0, "time": [0, 1, 2, 3, 5, 6, 8, 9, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 28, 31, 32, 33, 38, 40], "artifici": 0, "artificial_accretion_ignor": 0, "artificial_accretion_end_tim": 0, "end": [0, 5, 20, 22, 28, 32], "wr_wind": 0, "massiv": [0, 4, 5, 6, 8, 13, 17, 23, 32], "wr": 0, "maeder": 0, "meynet": 0, "nugi": 0, "lamer": 0, "john": 0, "eldridg": 0, "vink": 0, "earli": 0, "lynnett": 0, "drai": 0, "thesi": 0, "wr_wind_bs": 0, "wr_wind_maeder_meynet": 0, "wr_wind_nugis_lam": 0, "wr_wind_eldridg": 0, "wr_wind_fac": 0, "wrwindfac": 0, "synonym": 0, "instead": [0, 5, 14, 15, 20, 22], "bh_prescript": [0, 5], "prescrit": 0, "relat": 0, "newli": 0, "form": [0, 6, 7, 8, 13, 14, 15, 16, 21, 26, 31, 34, 39], "its": [0, 2, 3, 13, 14, 15, 16, 17, 20, 22, 23, 25, 26, 27, 31, 34, 38, 39, 40, 41], "progenitor": [0, 16], "co": [0, 5], "core": [0, 6, 8, 13, 14, 15, 16, 22, 25], "bh_hurley2002": 0, "bh_belczynski": [0, 5], "belczynski": 0, "bh_spera2015": 0, "spera": 0, "2015": [0, 5], "bh_fryer12_delai": 0, "fryer": 0, "2012": [0, 32], "delai": [0, 22], "bh_fryer12_rapid": [0, 5], "rapid": 0, "bh_fryer12_startrack": 0, "startrack": 0, "ppisn_prescript": 0, "pulsat": 0, "pair": [0, 2, 5, 20, 35, 39], "instabl": 0, "undergo": [0, 8], "ppisn": 0, "pisn": 0, "flag": [0, 1, 21, 22, 31, 38, 39], "binary_c_paramet": [0, 6, 13, 14, 15, 16], "h": [0, 5, 9, 20], "farmer": 0, "2019": [0, 5, 19], "hendrik": [0, 19, 23, 40], "21": [0, 1, 5, 6, 13, 16, 19], "prep": 0, "fit": [0, 2, 12, 32, 43], "data": [0, 3, 5, 6, 7, 8, 12, 13, 14, 15, 16, 17, 19, 20, 22, 26, 27, 31, 32, 35, 41, 43], "ppisn_non": 0, "ppisn_farmer19": 0, "ppisn_new_fit_21": 0, "ppisn_additional_massloss": 0, "addit": 0, "massloss": 0, "top": [0, 16, 35], "result": [0, 1, 2, 3, 6, 8, 12, 13, 14, 15, 16, 19, 20, 22, 23, 26, 31, 32, 38, 40], "posit": [0, 2, 8, 32], "ppisn_core_mass_range_shift": 0, "shift": 0, "taken": [0, 2, 9, 32], "account": [0, 22, 32], "remov": [0, 2, 8, 12, 16, 17, 20, 21], "lower": [0, 13, 16, 32, 35, 38], "higher": [0, 6, 8, 13, 14, 15, 16, 20, 22, 23, 32, 40], "ppisn_massloss_multipli": 0, "p": [0, 6, 8, 13, 14, 15, 17, 32, 34], "THe": [0, 21], "affect": [0, 6], "use_lwn_fallback": 0, "nazehdin": 0, "lovegrov": 0, "wooslei": 0, "envelop": [0, 4, 5, 6, 23], "eject": [0, 8, 17], "fail": [0, 6, 8, 13, 16, 20, 22, 23, 31, 40], "sn_kick_distribution_ii": 0, "distribut": [0, 2, 4, 8, 13, 16, 20, 26, 27, 32, 38], "ii": [0, 19], "collaps": 0, "fix": [0, 5, 12, 20, 21, 25, 31, 32, 33], "maxwellian": 0, "custom": [0, 1, 2, 3, 4, 6, 7, 8, 12, 13, 14, 15, 16, 20, 21, 22, 23, 25, 32, 41], "kick_velocity_fix": 0, "kick_velocity_maxwellian": 0, "kick_velocity_custom": 0, "sn_kick_distribution_ecap": 0, "electron": 0, "captur": [0, 20], "sn_kick_distribution_ns_n": 0, "neutron": [0, 6, 16], "surviv": [0, 17], "merger": [0, 5], "sn_kick_distribution_ibc": 0, "born": [0, 6, 13, 14, 15], "after": [0, 6, 8, 9, 13, 14, 15, 16, 21, 22, 31, 35, 38], "ib": [0, 5], "sn_kick_distribution_grb_collapsar": 0, "collapsar": 0, "sn_kick_distribution_tz": 0, "death": 0, "thorn": 0, "zytkow": 0, "object": [0, 2, 3, 4, 7, 11, 17, 20, 21, 22, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41], "sn_kick_distribution_aic_bh": 0, "induc": 0, "sn_kick_distribution_bh_bh": 0, "sn_kick_distribution_bh_n": 0, "sn_kick_distribution_ia_hybrid_hecowd": 0, "ani": [0, 3, 12, 16, 20, 21, 23, 26, 32, 35, 39, 40], "survivor": 0, "hybrid": 0, "he": [0, 5], "snia": 0, "explos": [0, 5, 6, 19], "sn_kick_distribution_ia_hybrid_hecowd_sublumin": 0, "sublumin": 0, "sn_kick_distribution_ppisn": 0, "sn_kick_distribution_pisn": 0, "sn_kick_distribution_phdi": 0, "phdi": 0, "sn_kick_dispersion_ii": [0, 5], "dispers": [0, 38], "190": [0, 5, 19], "sn_kick_dispersion_ecap": 0, "sn_kick_dispersion_ns_n": 0, "sn_kick_dispersion_ibc": [0, 5], "sn_kick_dispersion_grb_collapsar": [0, 5], "sn_kick_dispersion_tz": 0, "sn_kick_dispersion_aic_bh": 0, "sn_kick_dispersion_bh_bh": 0, "sn_kick_dispersion_bh_n": 0, "sn_kick_dispersion_ia_hybrid_hecowd": 0, "sn_kick_dispersion_ia_hybrid_hecowd_sublumin": 0, "sn_kick_dispersion_ppisn": 0, "sn_kick_dispersion_pisn": 0, "sn_kick_dispersion_phdi": 0, "sn_kick_companion_ia_h": 0, "algothim": 0, "companion": [0, 5, 19, 31], "ia": [0, 8], "liu": 0, "wheeler": 0, "1975": 0, "sn_impulse_non": 0, "sn_impulse_liu2015": 0, "sn_impulse_wheeler1975": 0, "sn_kick_companion_ia_eld": 0, "eld": 0, "sub": [0, 2, 20], "mch": 0, "sn_kick_companion_ia_chand": 0, "sn_kick_companion_a": 0, "sn_kick_companion_ecap": 0, "sn_kick_companion_ia_he_co": 0, "sn_kick_companion_ia_chand_co": 0, "sn_kick_companion_ns_n": 0, "sn_kick_companion_grb_collapsar": 0, "grb": 0, "rapidli": 0, "ibc": 0, "sn_kick_companion_hestaria": 0, "sn_kick_companion_ibc": 0, "sn_kick_companion_ii": 0, "sn_kick_companion_iia": 0, "iia": 0, "sn_kick_companion_wdkick": 0, "wd": 0, "sn_kick_companion_tz": 0, "sn_kick_companion_aic_bh": 0, "sn_kick_companion_bh_bh": 0, "merg": [0, 2, 5, 6, 8, 22, 26, 31, 32, 33], "sn_kick_companion_bh_n": 0, "sn_kick_companion_ia_hybrid_hecowd": 0, "sn_kick_companion_ia_hybrid_hecowd_sublumin": 0, "sn_kick_companion_ppisn": 0, "sn_kick_companion_pisn": 0, "sn_kick_companion_phdi": 0, "wd_sigma": 0, "thei": [0, 2, 5, 6, 8, 13, 16, 17, 21, 22, 25, 26, 30, 37, 38], "zero": [0, 1, 4, 5, 6, 8, 15, 20, 22, 23, 31], "wd_kick": 0, "wd_kick_direct": 0, "direct": [0, 21], "random": [0, 5, 7, 19, 22], "up": [0, 1, 4, 9, 12, 17, 20, 21, 26, 27, 29, 30, 32, 37], "backward": 0, "inward": 0, "outward": 0, "kick_random": 0, "kick_straight_up": 0, "kick_forward": 0, "kick_backward": 0, "kick_inward": 0, "kick_outward": 0, "wd_kick_when": 0, "decid": [0, 2, 9, 18, 19, 20, 21, 22, 26], "birth": 0, "rlof": [0, 5, 7, 43], "puls": [0, 6, 43], "wd_kick_pulse_numb": 0, "everi": [0, 8, 20, 22, 23, 40], "wd_kick_end_agb": 0, "wd_kick_first_rlof": 0, "wd_kick_at_given_puls": 0, "wd_kick_at_every_puls": 0, "desir": 0, "pre": [0, 5, 8, 16, 19, 25], "minimum_helium_ignition_core_mass": 0, "ignit": [0, 6], "case": [0, 2, 4, 7, 16, 20, 22, 23, 26, 31, 38], "strip": [0, 7, 12, 17], "make": [0, 1, 2, 3, 5, 6, 8, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 25, 26, 30, 31, 32, 40, 41, 43], "sdb": 0, "sdo": 0, "total": [0, 2, 6, 8, 13, 14, 15, 16, 19, 20, 22, 25, 32, 35], "minimum_co_core_mass_for_carbon_ignit": 0, "carbon": [0, 5, 6], "assum": [0, 6, 8, 13, 17, 25, 38], "mc": [0, 5, 16, 19, 31], "bagb": 0, "6msun": 0, "around": [0, 9, 12, 18, 19], "08msun": 0, "pol": 0, "1998": [0, 5, 32], "08": [0, 5, 8, 13, 19], "minimum_co_core_mass_for_neon_ignit": 0, "neon": [0, 6], "42msun": 0, "have": [0, 2, 3, 4, 5, 6, 7, 8, 9, 12, 13, 14, 15, 16, 19, 20, 21, 22, 23, 25, 26, 30, 31, 34, 37, 40, 41], "explod": [0, 5], "electon": 0, "42": [0, 5, 8, 13, 16], "minimum_mcbagb_for_nondegenerate_carbon_ignit": 0, "degener": 0, "25msun": 0, "25": [0, 5, 8, 13, 19], "maximum_mcbagb_for_degenerate_carbon_ignit": 0, "max_neutron_star_mass": 0, "befor": [0, 2, 5, 6, 8, 13, 14, 15, 16, 21, 22, 23, 31, 32, 40], "2msun": 0, "chandrasekhar_mass": 0, "chandrasekhar": 0, "44msun": 0, "38": [0, 5, 8, 13, 16], "delta_mcmin": 0, "reduc": [0, 5], "third": [0, 17, 32, 38], "dredg": 0, "As": [0, 6, 8, 12, 13, 14, 15, 16], "izzard": [0, 6, 8, 13, 14, 15, 23, 40], "2004": [0, 5], "increas": [0, 5, 8, 13, 14, 15], "henc": [0, 8, 14, 15, 17], "lambda_min": 0, "effici": [0, 6, 8], "lambda": [0, 5, 8], "lambda_mult": 0, "impli": 0, "onc": [0, 38], "mcmin": 0, "lambda_multipli": 0, "minimum_envelope_mass_for_third_dredgeup": 0, "straniero": 0, "suggest": [0, 23, 40], "5msun": 0, "howev": [0, 9, 13, 14, 15, 16], "circumstanti": 0, "evid": 0, "2009": 0, "well": [0, 3, 9, 12, 13, 14, 15, 22, 23, 40], "newer": [0, 2], "stancliff": 0, "low": [0, 6, 8, 14, 15, 32], "nearer": 0, "more": [0, 1, 3, 4, 5, 6, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 38, 40], "appropri": [0, 16, 22, 26, 29, 30, 31, 35, 37], "mass_of_pmz": 0, "partial": 0, "mix": [0, 2, 22], "zone": 0, "tabl": [0, 32, 38], "ask": [0, 7, 43], "abat": 0, "detail": [0, 6, 12, 20, 22], "seri": [0, 38], "paper": 0, "2013": 0, "2014": [0, 5, 32], "use_tabular_intershell_abundances_karakas_2012": 0, "c13_eff": 0, "intershel": 0, "region": [0, 38], "process": [0, 6, 8, 13, 14, 15, 16, 18, 19, 20, 21, 22, 26, 30], "gallino": 0, "busso": 0, "lugaro": 0, "provid": [0, 16, 21, 22, 23, 26, 32, 40, 41], "maria": 0, "nucsyn_s_process": 0, "mc13_pocket_multipli": 0, "tides_convective_damp": 0, "tidal": [0, 5], "convect": 0, "damp": 0, "tides_hurley2002": 0, "zahn": 0, "197x": 0, "timescal": 0, "hut": 0, "tides_zahn1989": 0, "1989": [0, 13], "e2_prescript": 0, "how": [0, 2, 5, 6, 7, 8, 9, 12, 13, 14, 15, 16, 19, 22, 28, 32, 35], "e2": 0, "siess": 0, "e2_hurley_2002": 0, "e2_izzard": 0, "e2_mint": 0, "dtfac": 0, "decreas": 0, "hbbtfac": 0, "modul": [0, 7, 8, 11, 13, 14, 15, 16, 17, 22, 24], "hot": 0, "bottom": [0, 16, 35], "burn": 0, "wind_multiplier_": 0, "specifi": [0, 22, 26, 38], "intger": 0, "By": [0, 6, 13, 14, 15, 16, 19, 22], "wind_type_multiplier_": 0, "pre_main_sequ": 0, "rather": [0, 2, 9, 12, 16, 20, 22, 23, 26, 39, 40], "fraction": [0, 13, 19, 22, 32], "radii": [0, 43], "match": [0, 2, 6, 12, 13, 16, 17, 22, 25, 29], "railton": 0, "pre_main_sequence_fit_lob": 0, "forc": [0, 5, 22, 28], "roch": [0, 5, 8, 43], "lobe": [0, 5, 8, 43], "done": [0, 2, 5, 6, 13, 14, 15, 16, 19, 22, 23, 31, 40], "small_envelope_method": 0, "method": [0, 9, 11, 12, 13, 14, 15, 16, 19, 21, 22, 27, 31, 33, 34, 35, 39], "determin": [0, 7, 9, 13, 14, 15, 16, 21, 32, 35, 43], "radiu": [0, 1, 6, 9, 16, 18, 25, 43], "veri": [0, 5, 6, 7, 8, 9, 12, 14, 15, 16, 31, 35, 38], "thin": 0, "miller": 0, "bertolami": 0, "2016": 0, "small_envelope_method_bs": 0, "small_envelope_method_miller_bertolami": 0, "timestep_modul": 0, "global": [0, 2, 13, 14, 15, 20, 32, 38], "timestep_multipli": 0, "maximum_timestep": 0, "20": [0, 5, 6, 8, 9, 13, 14, 15, 16, 17, 19, 38], "zoomfac_multiplier_decreas": 0, "zoomfac_multiplier_increas": 0, "zoom": [0, 38], "succe": 0, "maximum_timestep_factor": 0, "subsequ": 0, "maximum_nuclear_burning_timestep": 0, "nuclear": 0, "nova_retention_method": 0, "retain": 0, "nova": [0, 6, 8], "nova_retention_fract": 0, "pend": [0, 5], "nova_retention_algorithm_const": 0, "nova_retention_algorithm_claeys2014": 0, "nova_retention_algorithm_hillman2015": 0, "mint_metal": 0, "mint": 0, "It": [0, 6, 7, 8, 11, 12, 13, 14, 15, 16, 17, 19, 22, 23, 31, 34, 40], "normal": [0, 2, 21, 26, 38, 39], "gaia_teff_binwidth": 0, "log10": [0, 6, 8, 13, 14, 15, 16, 32, 38], "bin": [0, 8, 13, 14, 15, 20, 22, 23, 38, 40], "width": [0, 8, 20], "gaia": [0, 32], "hrd": [0, 6, 8], "gaia_l_binwidth": 0, "luminos": [0, 4, 6, 23, 25], "gaia_colour_transform_method": 0, "select": [0, 3, 12, 13, 17, 19, 20], "transform": [0, 3], "colour": 0, "scheme": 0, "gaia_conversion_ubvri_univariate_jordi2010": 0, "jordi": 0, "univari": 0, "ubvri": 0, "gaia_conversion_ubvri_bivariate_jordi2010": 0, "bivari": 0, "gaia_conversion_ugriz_univariate_jordi2010": 0, "gaia_conversion_ugriz_bivariate_jordi2010": 0, "ugriv": 0, "gaia_conversion_ubvri_univariate_evans2018": 0, "evan": 0, "dr2": 0, "gaia_conversion_ugriz_univariate_evans2018": 0, "gaia_conversion_ubvri_riello2020": 0, "riello": 0, "dr3": 0, "gaia_conversion_ugriz_riello2020": 0, "rotationally_enhanced_mass_loss": 0, "enabl": [0, 7], "rotation": 0, "enhanc": 0, "langer": 0, "rotationally_enhanced_massloss_langer_formula": 0, "rotationally_enhanced_expon": 0, "rotationally_enhanced_massloss_non": 0, "rotationally_enhanced_massloss_angmom": 0, "rotationally_enhanced_massloss_langer_formula_and_angmom": 0, "agb_core_algorithm": 0, "overshoot": 0, "agb_core_algorithm_default": 0, "agb_core_algorithm_hurlei": 0, "agb_core_algorithm_karaka": 0, "agb_radius_algorithm": 0, "agb_radius_algorithm_default": 0, "agb_radius_algorithm_hurlei": 0, "agb_radius_algorithm_karaka": 0, "agb_luminosity_algorithm": 0, "agb_luminosity_algorithm_default": 0, "agb_luminosity_algorithm_hurlei": 0, "agb_luminosity_algorithm_karaka": 0, "agb_3dup_algorithm": 0, "agb_third_dredge_up_algorithm_default": 0, "agb_third_dredge_up_algorithm_hurlei": 0, "agb_third_dredge_up_algorithm_karaka": 0, "agb_third_dredge_up_algorithm_stancliff": 0, "overspin_algorithm": 0, "what": [0, 1, 2, 5, 6, 7, 8, 9, 12, 13, 14, 15, 16, 19, 22, 23, 26, 32, 34, 38, 39, 40, 41], "do": [0, 1, 2, 5, 6, 7, 8, 9, 11, 13, 14, 15, 16, 19, 21, 22, 23, 25, 26, 31, 32, 34, 38, 40, 43], "breakup": 0, "overspin_bs": 0, "conserv": 0, "transfer": [0, 6, 22], "back": [0, 2, 5], "overspin_massloss": 0, "rotationally_enhanced_massloss": 0, "lose": [0, 19], "carri": 0, "awai": [0, 13], "expon": [0, 20], "power": [0, 8, 14, 15, 22, 23, 32, 40], "rais": [0, 2, 16, 20, 22], "batchmod": 0, "control": [0, 6, 13, 14, 15, 16, 22], "variabl": [0, 4, 6, 7, 8, 20, 22, 30, 31, 35], "know": [0, 1, 2, 7, 12, 14, 15, 22, 31, 34], "speedtest": 0, "off": [0, 5, 16, 19, 22], "use_fixed_timestep_": 0, "boolean": [0, 2, 7, 20, 21, 22, 25, 39, 43], "task": [0, 19, 20, 21, 25, 26, 29, 32, 38, 41, 43], "perform": [0, 31], "For": [0, 2, 9, 12, 13, 14, 15, 25], "binary_c_macro": 0, "particularli": 0, "binary_c_task_": 0, "orbiting_object": [0, 17], "usag": [0, 4], "spinrat": 0, "central_object": 0, "orbiting_objects_log": [0, 17], "orbiting_objects_wind_accretion_multipli": 0, "orbiting_objects_close_pc_threshold": 0, "close": [0, 5, 8, 14, 15, 17, 31], "percentag": 0, "orbiting_objects_tides_multipli": 0, "torqu": 0, "evaporate_escaped_orbiting_object": 0, "evapor": 0, "rlof_transition_objects_escap": 0, "otherwis": [0, 2, 20, 21, 22, 26, 28, 30, 31, 34, 37], "place": [0, 2, 13, 20, 22], "outsid": [0, 32], "stabl": [0, 23, 40], "pn_resolv": 0, "shorten": [0, 5], "resolv": [0, 13, 31], "better": [0, 2, 4, 7, 16, 26, 30, 31, 37, 43], "pn": 0, "pn_resolve_minimum_luminos": 0, "resolut": [0, 6, 8, 13, 14, 15, 16, 22, 35, 38], "pne": 0, "31": [0, 5, 7, 8, 13, 19], "62": [0, 5, 13], "pn_resolve_maximum_envelope_mass": 0, "below": [0, 4, 6, 7, 8, 9, 13, 14, 15, 16, 22, 32], "pn_resolve_minimum_effective_temperatur": 0, "12500": 0, "pn_fast_wind": 0, "fast": 0, "pn_fast_wind_dm_gb": 0, "pn_fast_wind_mdot_gb": 0, "06": [0, 5, 8, 9, 12, 13], "pn_fast_wind_dm_agb": 0, "pn_fast_wind_mdot_agb": 0, "hewd_hewd_ignition_mass": 0, "reignit": 0, "wind_nieuwenhuijzen_luminosity_lower_limit": 0, "activ": [0, 22, 23, 40], "4e3": 0, "lsun": [0, 25], "4000": [0, 13], "wind_lbv_luminosity_lower_limit": 0, "6e5": 0, "600000": 0, "num_ansi_colour": 0, "extend": [0, 8, 23, 39, 40], "ansi": [0, 20], "255": [0, 5], "src": [0, 7, 9, 23, 40], "ansi_colour": 0, "int": [0, 1, 2, 5, 7, 13, 16, 20, 21, 22, 26, 32, 33, 34, 35, 38, 43], "apply_darwin_radau_correct": 0, "darwin": 0, "radau": 0, "correct": [0, 12, 21, 25, 32, 33, 43], "moment": [0, 6, 9, 16, 19, 38], "inertia": 0, "take": [0, 2, 8, 13, 16, 19, 20, 22, 27, 31, 32, 35, 41], "degenerate_core_merger_nucsyn": 0, "degner": 0, "energi": 0, "gener": [0, 1, 6, 7, 8, 9, 12, 13, 15, 16, 18, 19, 20, 21, 22, 23, 25, 26, 31, 32, 34, 35, 38, 40], "nucleosynthesi": [0, 39], "whole": [0, 8, 9, 21, 22], "disrupt": [0, 5, 19], "degenerate_core_helium_merger_ignit": 0, "r": [0, 1, 5, 6, 12, 16, 19, 23, 31, 40], "degenerate_core_merger_dredgeup_fract": 0, "separ": [0, 3, 5, 6, 7, 9, 12, 16, 17, 18, 19, 25, 31, 32, 43], "actual": [0, 3, 6, 8, 9, 12, 13, 14, 15, 16, 21, 22, 23, 25, 30, 32, 38, 40], "semi": 0, "major": 0, "axi": [0, 25], "indic": [0, 32], "want": [0, 2, 3, 5, 8, 9, 13, 14, 15, 16, 19, 20, 22, 23, 25, 26, 31, 32, 34, 35, 40], "either": [0, 2, 3, 13, 14, 15, 16, 19, 21, 22, 23, 35, 39, 40, 41], "separation_tripl": 0, "tripl": [0, 22, 32], "separation_quadrupl": 0, "quadrupl": [0, 22, 32], "orbital_period": [0, 5, 7, 8, 9, 12, 13, 16, 18, 19, 43], "orbital_period_tripl": 0, "orbital_period_quadrupl": 0, "outer": [0, 6], "quadrulpl": 0, "eccentricity_tripl": 0, "eccentricity_quadrupl": 0, "inclini": 0, "orbital_inclin": 0, "rel": 0, "incliniation_tripl": 0, "incliniation_quadrupl": 0, "orbital_inclinationi": 0, "orbital_phas": 0, "orbital_phase_tripl": 0, "orbital_phase_quadrupl": 0, "argument_of_periastron": 0, "argument": [0, 2, 7, 12, 14, 16, 17, 18, 19, 20, 21, 22, 26, 27, 32, 39, 41], "periastron": 0, "argument_of_periastron_tripl": 0, "argument_of_periastron_quadrupl": 0, "disc_timestep_factor": 0, "natur": [0, 14, 15], "disc": [0, 17], "white_dwarf_cooling_model": 0, "cool": [0, 6], "white_dwarf_cooling_mestel": 0, "mestel": 0, "white_dwarf_cooling_mestel_modifi": 0, "white_dwarf_cooling_carrasco2014": 0, "carrasco": 0, "white_dwarf_radius_model": 0, "perhap": [0, 6, 8, 21], "white_dwarf_radius_nauenberg1972": 0, "nauenberg": 0, "1972": 0, "white_dwarf_radius_mu": 0, "mu": 0, "white_dwarf_radius_carrasco2014": 0, "cbdisc_mass_loss_inner_viscous_accretion_method": 0, "inner": [0, 17], "edg": [0, 6, 16, 35], "circumbinari": 0, "goe": [0, 2, 9, 12, 25], "young": 0, "clark": 0, "gerosa": 0, "50": [0, 5, 8, 13, 15, 16], "cbdisc_mass_loss_inner_viscous_accretion_method_young_clarke_2015": 0, "cbdisc_mass_loss_inner_viscous_accretion_method_gerosa_2015": 0, "cbdisc_mass_loss_inner_viscous_accretion_method_equ": 0, "cbdisc_mass_loss_inner_viscous_accretion_method_non": 0, "cbdisc_inner_edge_strip": 0, "cbdisc_end_evolution_after_disc": 0, "cbdisc_no_wind_if_cbdisc": 0, "cbdisc_outer_edge_strip": 0, "disc_n_monte_carlo_guess": 0, "guess": [0, 32], "try": [0, 2, 5, 8, 12, 13, 14, 15, 16, 23, 26, 31, 35, 40], "list": [0, 1, 2, 3, 6, 8, 12, 13, 14, 15, 16, 17, 20, 22, 23, 26, 29, 32, 35, 38, 40, 41], "disc_log": 0, "disc_log_level_non": 0, "disc_log_level_norm": 0, "disc_log_level_subtimestep": 0, "disc_log_level_normal_first_disc_onli": 0, "disc_log_level_subtimestep_first_disc_onli": 0, "disc_log2d": 0, "2d": 0, "disc_log_dt": 0, "disc_log_directori": 0, "directori": [0, 4, 16, 20, 21, 22, 23, 26, 29, 30, 31, 34, 37, 40], "sent": 0, "exist": [0, 2, 6, 16, 19, 22, 26, 31, 34, 35], "string": [0, 1, 2, 3, 4, 7, 12, 13, 14, 15, 16, 17, 20, 21, 22, 25, 26, 30, 31, 34, 35, 37, 39, 41], "tmp": [0, 6, 8, 12, 13, 14, 15, 16, 17, 20, 23, 40], "post_ce_adaptive_menv": 0, "post_ce_objects_have_envelop": 0, "ce": [0, 8], "sit": 0, "insid": 0, "post_ce_envelope_dm_gb": 0, "post_ce_envelope_dm_eagb": 0, "post_ce_envelope_dm_tpagb": 0, "common": [0, 4, 5, 6, 9, 12, 13, 14, 15, 16, 23], "need": [0, 2, 7, 9, 12, 13, 14, 15, 16, 17, 19, 22, 23, 26, 32, 40, 43], "mai": [0, 8, 13, 31], "unstabl": [0, 5], "mani": [0, 6, 7, 8, 11, 13, 14, 15, 16, 22, 30], "cee": [0, 8], "pn_comenv_transition_tim": 0, "transit": 0, "year": [0, 32], "1e2": 0, "move": [0, 6], "teff": [0, 5, 32], "30e4": 0, "hall": 0, "100": [0, 5, 6, 8, 13, 14, 15, 32, 38], "minimum_time_between_pn": 0, "planetari": 0, "nebula": 0, "detect": [0, 5, 8, 17], "prevent": [0, 5, 6, 22], "trigger": 0, "pn_hall_fading_time_algorithm": 0, "45msun": 0, "fade": 0, "pn_hall_fading_time_algorithm_minimum": 0, "pn_hall_fading_time_algorithm_maximum": 0, "shown": [0, 25, 38], "fig": [0, 19, 32], "ppn_envelope_mass": 0, "cbdisc_eccentricity_pumping_method": 0, "variou": 0, "pump": 0, "cbdisc_eccentricity_pumping_non": 0, "cbdisc_eccentricity_pumping_dermin": 0, "cbdisc_viscous_photoevaporative_coupl": 0, "viscou": 0, "photoevapor": 0, "coupl": [0, 4], "cbdisc_viscous_photoevaporative_coupling_non": 0, "cbdisc_viscous_photoevaporative_coupling_inst": 0, "instant": 0, "cbdisc_viscous_photoevaporative_coupling_visc": 0, "slow": [0, 6, 8, 13, 14, 15], "cbdisc_inner_edge_stripping_timescal": 0, "long": [0, 6, 8, 16, 22, 28, 31, 35, 39, 42], "revap_in": 0, "disc_stripping_timescale_inst": 0, "disc_stripping_timescale_infinit": 0, "disc_stripping_timescale_visc": 0, "disc_stripping_timescale_orbit": 0, "cbdisc_outer_edge_stripping_timescal": 0, "revap_out": 0, "cbdisc_viscous_l2_coupl": 0, "l2": 0, "gravitational_radiation_model": 0, "gravit": [0, 6, 8, 16], "radiat": 0, "landau": 0, "lifshitz": 0, "1951": 0, "gravitational_radiation_bs": 0, "gravitational_radiation_bse_when_no_rlof": 0, "gravitational_radiation_non": 0, "gravitational_radiation_landau_lifshitz": 0, "gravitational_radiation_landau_lifshitz_when_no_rlof": 0, "nova_irradiation_multipli": 0, "radi": 0, "shara": 0, "1986": [0, 32], "gravitational_radiation_modulator_j": 0, "wave": [0, 6, 8, 16], "gravitational_radiation_modulator_": 0, "nova_faml_multipli": 0, "friction": 0, "rlof_angular_momentum_transfer_model": 0, "rlof_angular_momentum_transfer_model_bs": 0, "rlof_angular_momentum_transfer_model_conserv": 0, "post_sn_orbit_method": 0, "tauri": 0, "post_sn_orbit_bs": 0, "post_sn_orbit_tt98": 0, "singl": [0, 4, 5, 6, 7, 13, 14, 15, 18, 19, 21, 22, 25, 26, 32], "accretion_limit_eddington_steady_multipli": 0, "steadi": 0, "eddington": 0, "spheric": 0, "symmetr": 0, "known": [0, 6, 12, 13, 14, 15, 16, 21, 32, 41], "trade": 0, "anyth": [0, 13, 14, 15, 16, 20, 22, 38], "greater": 0, "than": [0, 2, 6, 8, 13, 14, 15, 16, 20, 22, 23, 26, 31, 32, 39, 40], "potenti": 0, "give": [0, 5, 8, 20, 21, 32, 43], "super": 0, "accretion_limit_eddington_lmms_multipli": 0, "accretion_limit_eddington_wd_to_remnant_multipli": 0, "onto": [0, 32], "anoth": [0, 26], "accretion_limit_thermal_multipli": 0, "accretor": [0, 5, 43], "thermal": [0, 6, 32, 43], "accretion_limit_dynamical_multipli": 0, "dynam": 0, "donor_limit_envelope_multipli": 0, "donor": [0, 5, 43], "per": [0, 5, 8, 12, 13, 16, 20, 22, 31, 43], "donor_limit_thermal_multipli": 0, "donor_limit_dynamical_multipli": 0, "bondi_hoyle_accretion_factor": 0, "bondi": 0, "hoyl": 0, "littleton": 0, "multiplc": 0, "tidal_strength_factor": 0, "strength": 0, "tide": [0, 17], "stronger": [0, 6], "hachisu_qcrit": 0, "critic": 0, "q": [0, 5, 8, 13, 16, 19, 22, 32, 43], "maccretor": [0, 5], "mdonor": [0, 5], "hachisu": 0, "disk": [0, 21], "hachisu_ignore_qcrit": 0, "hachisu_disk_wind": 0, "materi": [0, 6], "too": [0, 2, 6, 7, 14, 15, 17, 22, 23, 40, 41], "help": [0, 5, 7, 11, 12, 13, 14, 15, 16, 20, 34], "sneia": 0, "mass_accretion_for_eld": 0, "lit": 0, "deton": 0, "wdwd_merger_algorithm": 0, "peret": 0, "chen": 0, "todo": [0, 1, 2, 5, 11, 16, 20, 21, 22, 25, 26, 30, 31, 32, 33, 34, 37, 38, 39, 41, 43], "wdwd_merger_algorithm_bs": 0, "wdwd_merger_algorithm_perets2019": 0, "wdwd_merger_algorithm_chen2016": 0, "type_ia_mch_supernova_algorithm": 0, "yield": [0, 38], "dd7": 0, "iwamoto": 0, "1999": 0, "seitenzahl": 0, "3d": 0, "hydro": 0, "seitenzahl2013_model": 0, "One": [0, 22], "n1": 0, "n3": 0, "n5": 0, "n10": 0, "n20": 0, "n40": 0, "n100l": 0, "n100": 0, "n100h": 0, "n150": 0, "n200": 0, "n300c": 0, "n1600": 0, "n1600c": 0, "n100_z0": 0, "type_ia_sub_mch_supernova_algorithm": 0, "unus": [0, 22], "max_hewd_mass": 0, "merger_mass_loss_fract": 0, "merger_angular_momentum_factor": 0, "spin": [0, 17], "smaller": [0, 38], "wind_angular_momentum_loss": 0, "lw": 0, "specif": [0, 11, 12, 25, 30, 37], "wind_djorb_fac": 0, "wind_angmom_loss_bs": 0, "wind_angmom_loss_lw": 0, "wind_angmom_loss_lw_hybrid": 0, "wind_angmom_loss_spherically_symmetr": 0, "vw93_eagb_wind_spe": 0, "vw93_tpagb_wind_spe": 0, "use_periastron_roche_radiu": 0, "circular": [0, 5], "treat": [0, 38], "properli": 0, "hopefulli": 0, "qcrit_lmm": 0, "stabil": 0, "overflow": [0, 5, 8], "qcrits_": 0, "qcrits_degenerate_": 0, "6944": 0, "qcrit_bs": 0, "qcrit_hjellming_webbink": 0, "qcrit_q_no_comenv": 0, "qcrit_chen_han_t": 0, "qcrit_chen_han_formula": 0, "qcrit_ge2015": 0, "qcrit_vos2018": 0, "qcrit_temmink2021": 0, "qcrit_gb_bs": 0, "qcrit_gb_hjellming_webbink": 0, "qcrit_gb_q_no_comenv": 0, "qcrit_gb_chen_han_t": 0, "qcrit_gb_chen_han_formula": 0, "qcrit_gb_ge2015": 0, "qcrit_gb_vos2018": 0, "qcrit_gb_temmink2021": 0, "qcrit_m": 0, "qcrit_hg": 0, "hertzsprung": [0, 4, 23], "gap": 0, "qcrit_gb": 0, "qcrit_cheb": 0, "qcrit_eagb": 0, "qcrit_tpagb": 0, "tp": 0, "qcrit_hem": 0, "qcrit_hehg": 0, "qcrit_hegb": 0, "78125": 0, "qcrit_hewd": 0, "qcrit_cowd": 0, "qcrit_onewd": 0, "qcrit_n": 0, "qcrit_bh": 0, "qcrit_degenerate_lmm": 0, "qcrit_degenerate_m": 0, "qcrit_degenerate_hg": 0, "7619": 0, "qcrit_degenerate_gb": 0, "qcrit_degenerate_cheb": 0, "qcrit_degenerate_eagb": 0, "qcrit_degenerate_tpagb": 0, "qcrit_degenerate_hem": 0, "qcrit_degenerate_hehg": 0, "qcrit_degenerate_hegb": 0, "qcrit_degenerate_hewd": 0, "625": [0, 5], "qcrit_degenerate_cowd": 0, "qcrit_degenerate_onewd": 0, "qcrit_degenerate_n": 0, "qcrit_degenerate_bh": 0, "mass_for_hestar_ia_upp": 0, "never": [0, 6, 14, 15, 22, 29], "mass_for_hestar_ia_low": 0, "alphacb": 0, "viscos": 0, "alpha": [0, 5], "minimum_donor_menv_for_comenv": 0, "msun": [0, 6, 9, 12, 13, 14, 15, 17, 19, 32, 38, 39], "comenv_prescript": 0, "paczy\u0144ski": 0, "neleman": 0, "alpha_c": [0, 5, 6, 8], "comenv_ms_accretion_mass": 0, "comenv_ms_accretion_fract": 0, "comenv_ns_accretion_fract": 0, "comenv_ns_accretion_mass": 0, "nelemans_gamma": 0, "nelemans_minq": 0, "nelemans_max_frac_j_chang": 0, "nelemans_n_comenv": 0, "lambda_c": [0, 5, 8], "lambda_ionis": 0, "comenv_undef": 0, "comenv_bs": 0, "comenv_nelemans_tout": 0, "comenv_nandez2016": 0, "comenv_ejection_spin_method": 0, "left": 0, "comenv_ejection_spin_method_do_noth": 0, "leav": [0, 22], "omega": [0, 5, 19], "enter": [0, 22], "comenv_ejection_spin_method_sychron": 0, "synchron": 0, "comenv_ejection_spin_method_synchron": 0, "comenv_merger_spin_method": 0, "comenv_merger_spin_method_specif": 0, "preserv": 0, "onset": 0, "comenv_merger_spin_method_conserve_angmom": 0, "supercrit": 0, "comenv_merger_spin_method_conserve_omega": 0, "frequenc": [0, 17], "comenv_merger_spin_method_breakup": 0, "some": [0, 1, 6, 8, 9, 11, 12, 13, 14, 15, 16, 19, 21, 22, 23, 25, 30, 32, 35, 36, 37, 40], "comenv_ms_accret": 0, "comenv_ns_accret": 0, "formal": 0, "bind": [0, 7, 9, 12, 17], "m": [0, 5, 6, 8, 13, 14, 15, 17, 19, 20, 32, 43], "menv": [0, 5], "lambda_ce_dewi_tauri": 0, "dewi": 0, "lambda_ce_wang_2016": 0, "wang": 0, "jia": 0, "li": 0, "lambda_ce_polytrop": 0, "polytrop": 0, "comenv_splitmass": 0, "lambda_ce_klencki_2020": 0, "klencki": 0, "point": [0, 3, 6, 20, 21, 22, 23, 31, 32, 38, 40], "nelemans_recalc_eccentr": 0, "recalcul": 0, "comenv_post_eccentr": 0, "remain": [0, 7, 20, 22], "05": [0, 5, 8, 9, 13, 16], "accord": [0, 6, 31, 32, 38], "75": [0, 5, 8, 13], "chang": [0, 1, 2, 5, 6, 8, 9, 13, 14, 15, 16, 19, 20, 21, 22, 23, 34, 35, 40], "standard": [0, 13, 14, 15, 30, 32, 37, 38], "recombin": 0, "big": [0, 22], "outcom": 0, "lambda_enthalpi": 0, "enthalpi": 0, "far": [0, 5, 6, 14, 15, 17], "cbdisc_albedo": 0, "albedo": 0, "cbdisc_gamma": 0, "cbdisc_alpha": 0, "cbdisc_kappa": 0, "kappa": 0, "cbdisc_minimum_evaporation_timescal": 0, "would": [0, 2, 14, 15, 16, 22, 25], "less": [0, 1, 4, 5, 31, 32], "simpli": [0, 14, 15], "immedi": [0, 6, 22], "1y": 0, "cbdisc_torquef": 0, "cbdisc_max_lifetim": 0, "lifetim": [0, 8, 13, 14, 15, 16, 38], "cbdisc_init_dm": 0, "cbdisc": 0, "start": [0, 1, 5, 6, 8, 12, 13, 14, 15, 16, 19, 20, 22, 28, 34, 35], "dm": [0, 5, 14, 15, 32, 38], "won": [0, 12], "t": [0, 1, 2, 5, 6, 12, 14, 15, 16, 20, 22, 26, 31, 38], "converg": 0, "cbdisc_init_djdm": 0, "dj": 0, "cbdisc_mass_loss_constant_r": 0, "cbdisc_mass_loss_fuv_multipli": 0, "fuv": 0, "cbdisc_mass_loss_xray_multipli": 0, "x": [0, 6, 9, 12, 17, 19, 20, 21, 25, 26, 32, 38], "rai": 0, "cbdisc_mass_loss_ism_ram_pressure_multipli": 0, "interstellar": 0, "medium": 0, "ram": [0, 22], "pressur": 0, "cbdisc_mass_loss_ism_pressur": 0, "boltzmann": 0, "kelvin": 0, "think": [0, 20, 21], "3000": [0, 17], "http": [0, 1, 2, 6, 16, 20, 21, 31, 32], "www": [0, 32], "astronomi": 0, "ohio": 0, "edu": 0, "pogg": 0, "ast871": 0, "intro": 0, "pdf": [0, 19, 23, 32, 40], "page": [0, 6, 16, 23, 40], "arxiv": [0, 32], "org": [0, 2, 32], "0902": 0, "0820": 0, "panel": 0, "cbdisc_mass_loss_inner_viscous_multipli": 0, "cbdisc_mass_loss_inner_viscous_angular_momentum_multipli": 0, "cbdisc_resonance_multipli": 0, "reson": 0, "interact": [0, 3, 5, 6, 8, 17, 19, 34], "cbdisc_resonance_damp": 0, "l": [0, 6, 13, 14, 15], "locat": [0, 22, 23, 32, 38, 40], "cbdisc_fail_ring_inside_separ": 0, "rring": 0, "cbdisc_mass_loss_inner_l2_cross_multipli": 0, "cross": 0, "cbdisc_minimum_luminos": 0, "becom": [0, 1, 2, 5, 9, 14, 15, 17, 20, 22], "dimmer": [0, 13], "instantli": 0, "cbdisc_minimum_mass": 0, "cbdisc_minimum_fr": 0, "fring": 0, "ring": 0, "ab": [0, 20], "rout": 0, "rin": 0, "comenv_disc_angmom_fract": 0, "deprec": [0, 21], "discs_circumbinary_from_comenv": 0, "comenv_disc_mass_fract": 0, "wind_disc_angmom_fract": 0, "discs_circumbinary_from_wind": 0, "wind_disc_mass_fract": 0, "wrlof_method": 0, "quadrat": 0, "wrlof_mass_transf": 0, "wrlof_non": 0, "wrlof_q_depend": 0, "wrlof_quadrat": 0, "minimum_timestep": 0, "timestep_solver_factor": 0, "timestep_limit": 0, "compar": [0, 8, 13, 16, 22], "dx": 0, "dt": [0, 1, 20, 29, 38], "lengthen": 0, "altern": [0, 22], "rlof_mdot_factor": 0, "rlof_mdot_modul": 0, "rlof_f": 0, "enlarg": 0, "nomin": 0, "becaus": [0, 2, 6, 7, 8, 12, 13, 14, 15, 17, 19, 21, 22, 23, 29, 31, 32, 40], "dermin": 0, "rlof_radiation_correct": 0, "minimum_separation_for_instant_rlof": 0, "evolv": [0, 4, 7, 9, 21, 22], "report": [0, 6, 8, 13, 14, 15, 16, 23, 40], "lead": [0, 6, 13, 14, 15, 16, 31, 32, 43], "minimum_orbital_period_for_instant_rlof": 0, "maximum_mass_ratio_for_instant_rlof": 0, "m1": [0, 5, 8, 9, 12, 13, 14, 15, 16, 19, 31, 32, 43], "rlof_method": 0, "adapt": [0, 14, 15], "rl": [0, 5], "ritter": 0, "claei": 0, "etal": 0, "rlof_method_bs": 0, "rlof_method_adapt": 0, "rlof_method_ritt": 0, "rlof_method_claei": 0, "rlof_method_adaptive2": 0, "rlof_interpolation_method": 0, "alwai": [0, 21, 22, 32, 38], "get": [0, 2, 3, 4, 6, 9, 12, 13, 14, 15, 16, 17, 19, 20, 21, 23, 26, 27, 30, 32, 34, 35, 37, 40, 41, 43], "within": [0, 2, 9, 11, 16, 20, 23, 32, 35, 40], "toler": 0, "rlof_entry_threshold": 0, "revers": [0, 25], "newton": 0, "doe": [0, 2, 6, 7, 9, 11, 12, 13, 14, 15, 16, 21, 22, 29, 31, 32, 35, 43], "repeat": [0, 22], "half": [0, 32], "until": [0, 2, 6, 31, 32], "latter": 0, "now": [0, 2, 5, 6, 8, 9, 12, 13, 14, 15, 16, 17, 19, 20, 26, 32, 33], "break": 0, "rlof_interpolation_binary_c": 0, "rlof_interpolation_bs": 0, "beta_reverse_nova": 0, "automat": [0, 1, 9, 16, 18, 19, 22, 23, 29, 31, 34, 35, 40], "geometr": 0, "beta_reverse_novae_geometri": 0, "wd_accretion_rate_novae_upper_limit_hydrogen_donor": 0, "upper": [0, 32, 38], "donor_rate_algorithm_claeys2014": 0, "donor_rate_algorithm_bs": 0, "wd_accretion_rate_novae_upper_limit_helium_donor": 0, "wd_accretion_rate_novae_upper_limit_other_donor": 0, "neither": [0, 21], "nor": 0, "wd_accretion_rate_new_giant_envelope_lower_limit_hydrogen_donor": 0, "format": [0, 2, 3, 5, 7, 8, 9, 12, 13, 14, 15, 16, 17, 19, 20, 22, 30, 31, 32, 35, 38], "wd_accretion_rate_new_giant_envelope_lower_limit_helium_donor": 0, "wd_accretion_rate_new_giant_envelope_lower_limit_other_donor": 0, "crap_paramet": 0, "eggleton": [0, 43], "subject": 0, "bb": 0, "individual_nova": 0, "each": [0, 2, 8, 13, 14, 15, 16, 17, 20, 22, 26, 35, 38], "separta": 0, "nova_timestep_accelerator_num": 0, "acceler": 0, "exce": [0, 13], "nova_timestep_accelerator_index": 0, "nova_timestep_accelerator_max": 0, "larger": [0, 6], "longer": [0, 6, 8], "cap": 0, "nonconservative_angmom_gamma": 0, "NOT": [0, 35, 38, 41], "momenta": [0, 25], "rlof_nonconservative_gamma_donor": 0, "rlof_nonconservative_gamma_isotrop": 0, "max_stellar_angmom_chang": 0, "maxmimum": 0, "third_dup": 0, "nucsyn_third_dredge_up": 0, "third_dup_multipli": 0, "f": [0, 5, 12, 16, 19, 32], "abund": 0, "element": [0, 1, 11, 17, 22, 25, 39], "nenamg": 0, "reaction": 0, "network": [0, 11], "nucsyn_hbb": 0, "nucsyn_network": 0, "nucsyn_network_error": 0, "error": [0, 2, 6, 8, 13, 14, 15, 20, 22, 23, 26, 31, 40], "nucreacmult": 0, "z": [0, 6, 8, 19, 21, 32, 43], "04": [0, 5, 13, 19], "That": [0, 6], "said": 0, "been": [0, 2, 11, 21, 22, 26, 28, 30, 37], "warn": [0, 12, 16, 22, 26], "nucsyn_solv": 0, "kaps_rentrop": 0, "kap": 0, "rentrop": 0, "great": [0, 14, 15, 22], "stiff": 0, "problem": [0, 13], "lsoda": 0, "adam": 0, "bsf": 0, "switcher": 0, "cvode": 0, "librari": [0, 1, 6, 9, 19, 21, 22, 41], "comput": [0, 6, 13, 14, 15], "llnl": 0, "gov": 0, "project": 0, "sundial": 0, "initial_abundance_mix": 0, "mixtur": [0, 13], "ag89": 0, "lodder": 0, "asplund": 0, "avail": [0, 7, 8, 9, 13, 14, 15, 16, 20, 22, 23, 28, 40], "garcia": 0, "berro": 0, "grevess": 0, "noel": 0, "init_abund": 0, "isotop": [0, 11, 39], "init_abund_mult": 0, "init_abund_dex": 0, "dex": [0, 8, 38], "init_abunds_onli": 0, "exit": [0, 20, 21, 22, 26, 30, 31, 37], "initial_abunds_onli": 0, "no_thermohaline_mix": 0, "thermohalin": 0, "lithium_gb_post_heflash": 0, "lithium": 0, "lithium_t": 0, "lithium_gb_post_1dup": 0, "lithium_hbb_multipli": 0, "hbb": 0, "fishlock": 0, "angelou_lithium_decay_funct": 0, "describ": [0, 19, 22, 32], "li7": 0, "decai": 0, "nucsyn_angelou_lithium": 0, "choic": [0, 25, 32], "expoenti": 0, "angelou_lithium_decay_tim": 0, "angelou_lithium_lmms_tim": 0, "manufactur": 0, "angelou_lithium_ms_tim": 0, "angelou_lithium_hg_tim": 0, "angelou_lithium_gb_tim": 0, "angelou_lithium_cheb_tim": 0, "angelou_lithium_eagb_tim": 0, "angelou_lithium_tpagb_tim": 0, "angelou_lithium_lmms_decay_tim": 0, "surfac": 0, "angelou_lithium_ms_decay_tim": 0, "angelou_lithium_hg_decay_tim": 0, "angelou_lithium_gb_decay_tim": 0, "angelou_lithium_cheb_decay_tim": 0, "angelou_lithium_eagb_decay_tim": 0, "angelou_lithium_tpagb_decay_tim": 0, "angelou_lithium_lmms_massfrac": 0, "angelou_lithium_ms_massfrac": 0, "angelou_lithium_hg_massfrac": 0, "angelou_lithium_gb_massfrac": 0, "angelou_lithium_cheb_massfrac": 0, "angelou_lithium_eagb_massfrac": 0, "angelou_lithium_tpagb_massfrac": 0, "angelou_lithium_vrot_trigg": 0, "angelou_lithium_vrotfrac_trigg": 0, "keplerian": 0, "david_logging_funct": 0, "kind": [0, 7], "david": [0, 2, 7, 12, 16, 19, 23, 40], "david_tzo_log": 0, "tzo": 0, "david_ppisn_log": 0, "david_rlof_episode_log": 0, "episod": 0, "david_rlof_ensemble_log": 0, "ensembl": [0, 7, 11, 22, 23, 24, 31, 35, 36, 39], "cf_amanda_log": 0, "amanda": 0, "float_overflow_check": 0, "check": [0, 6, 8, 13, 14, 15, 16, 19, 20, 21, 22, 26, 30, 31, 32, 34, 37, 41, 43], "stderr": [0, 22], "failur": [0, 20, 26], "save_pre_events_stardata": 0, "save": [0, 1, 6, 8, 9, 13, 14, 15, 16, 22, 26, 31, 32, 38], "copi": [0, 8, 14, 15, 22, 43], "stardata": [0, 1, 6, 8, 9, 12, 13, 14, 15, 16, 18, 19], "pre_events_stardata": 0, "disable_end_log": 0, "ensemble_filters_off": 0, "filter": [0, 2, 20], "ensemble_filter_": 0, "ensemble_macro": 0, "ensemble_legacy_ensembl": 0, "legaci": 0, "popul": [0, 3, 4, 7, 11, 23, 24, 40, 41], "legacy_yield": 0, "ensemble_def": 0, "defer": 0, "ensemble_dt": 0, "store": [0, 2, 4, 6, 8, 12, 13, 14, 15, 16, 20, 21, 22, 23, 31, 38, 40, 43], "ensemble_logdt": 0, "ensemble_startlogtim": 0, "logensembletim": 0, "storag": 0, "ensemble_logtim": 0, "act": [0, 14, 15, 16, 22], "linear": [0, 13, 14, 15, 22, 32, 38], "postagb_legacy_log": 0, "disc_legacy_log": 0, "emp_logg_maximum": 0, "logg": [0, 6], "emp": 0, "cemp_cfe_minimum": 0, "nemp_nfe_minimum": 0, "emp_minimum_ag": 0, "emp_feh_maximum": 0, "fe": 0, "cemp": 0, "nemp_cfe_minimum": 0, "nemp": 0, "thick_disc_start_ag": 0, "lookback": 0, "thick": 0, "13e3": 0, "thick_disc_end_ag": 0, "thick_disc_logg_min": 0, "thick_disc_logg_max": 0, "escape_veloc": 0, "construct": [0, 1, 6, 8, 12, 13, 14, 15, 17, 19, 22], "galact": [0, 38], "chemic": [0, 38], "gce": 0, "nucsyn_gce_outflow_check": 0, "1e9": 0, "escape_fract": 0, "colour_log": 0, "thelog": 0, "file_log": 0, "log_filenam": [0, 5, 12, 19, 41], "filenam": [0, 1, 3, 5, 12, 16, 20, 21, 22, 26, 30, 31, 37, 41], "dev": 0, "c_log": 0, "dat": [0, 16, 20], "log_arrow": 0, "add": [0, 2, 6, 8, 9, 12, 13, 14, 15, 16, 21, 22, 25, 32, 35, 36, 38], "arrow": 0, "stopfil": 0, "file": [0, 1, 3, 5, 7, 12, 16, 20, 21, 22, 23, 25, 26, 29, 30, 31, 34, 35, 37, 39, 40, 41], "stardata_dump_filenam": 0, "dump": [0, 3, 12, 21, 31], "stardata_load_filenam": 0, "load": [0, 1, 3, 6, 8, 9, 12, 13, 14, 15, 16, 19, 20, 21, 22, 25, 26, 27, 31, 35], "api_log_filename_prefix": [0, 5, 12, 17], "prefix": 0, "api": [0, 4, 20, 23, 26], "hrdiag_output": 0, "high": [0, 14, 15, 32], "hertzstrpung": 0, "russel": [0, 4, 23], "diagram": [0, 4, 23, 25], "hrdiag": 0, "internal_buff": 0, "buffer": [0, 31], "prior": [0, 6], "shouldn": [0, 20], "realli": [0, 6, 16, 21, 22, 34, 35], "plai": [0, 14, 15], "internal_buffering_off": 0, "internal_buffering_print": 0, "internal_buffering_stor": 0, "eccentric_rlof_model": 0, "rlof_eccentric_as_circular": 0, "force_corotation_of_primary_and_orbit": 0, "force_circularization_on_rlof": 0, "wtts_log": 0, "wtts2": 0, "fabian_imf_log_tim": 0, "fabian": 0, "imf": [0, 14, 15, 32], "fabian_imf_log": 0, "fabian_imf_log_timestep": 0, "displai": [0, 6, 8, 17], "test": [0, 12, 20, 22, 26, 29, 31], "dumpvers": 0, "short": [0, 6, 8, 13, 14, 15, 42], "version_onli": 0, "tides_diagnosis_log": 0, "mint_dir": 0, "mint_data_cleanup": 0, "incom": 0, "Will": [0, 20, 22, 41], "slower": 0, "few": [0, 8], "thing": [0, 3, 6, 7, 8, 13, 14, 15, 16, 19, 20, 21, 32, 41], "mint_ms_rejuven": 0, "rejuven": [0, 13], "mint_remesh": 0, "remesh": 0, "mint_use_zams_profil": 0, "profil": 0, "zam": [0, 4, 6, 7, 13, 32, 41, 43], "homogen": 0, "mint_fallback_to_test_data": 0, "test_data": 0, "fallback": 0, "unavail": 0, "mint_disable_grid_load_warn": 0, "explicitli": [0, 1], "miss": [0, 13, 14, 15, 20, 34], "much": [0, 6, 8, 13, 16, 19, 20, 28], "mint_kippenhahn": 0, "kippenhahn": 0, "mint_nshel": 0, "shell": [0, 20], "shellular": 0, "mint_maximum_nshel": 0, "mint_hard_max_nshel": 0, "1000": [0, 8, 22, 38], "mint_minimum_nshel": 0, "equal": [0, 2, 14, 15, 16, 20], "mint_hard_min_nshel": 0, "mint_kippenhahn_stellar_typ": 0, "selector": 0, "plot": [0, 6, 8, 12, 13, 14, 15, 17, 18, 19, 25], "mint_kippenhahn_companion_stellar_typ": 0, "mint_nuclear_burn": 0, "mint_minimum_shell_mass": 0, "mint_maximum_shell_mass": 0, "go": [0, 6, 11, 13, 16, 21, 23, 25, 40], "command": [0, 1, 16, 20, 21, 22, 23, 31, 40], "gogo": 0, "reset_star": 0, "reset": 0, "reset_stars_default": 0, "echo": 0, "execut": [0, 16, 22, 35], "noecho": 0, "deactiv": 0, "noechonow": 0, "bye": 0, "quit": [0, 6, 20, 32], "fin": 0, "reset_pref": 0, "prefer": [0, 21], "struct": [0, 9], "statu": [0, 1, 6, 8, 13, 14, 15, 16, 22, 26, 30, 31, 37], "handi": 0, "re": [0, 1, 6, 7, 8, 13, 14, 15, 17, 26, 34], "sampl": [0, 4, 13, 16, 32, 35, 38], "space": [0, 6, 13, 14, 15, 16, 31, 35, 38], "good": [0, 12, 13, 14, 15, 16, 22, 43], "statist": [0, 22, 30], "reason": [0, 14, 15], "tbse": 0, "pgo": 0, "random_system": 0, "etc": [0, 7, 12, 14, 15, 16, 20, 21, 22, 23, 25, 31, 32, 40, 41], "random_se": [0, 5, 12, 19], "seed": 0, "possibl": [0, 1, 2, 6, 12, 17, 20, 22, 23, 29, 32, 34, 40], "exactli": [0, 14, 15], "reproduc": 0, "involv": 0, "pseudorandom": 0, "random_systems_se": 0, "random_skip": 0, "skip": [0, 2, 6, 8, 13, 22], "idum": 0, "nb": 0, "pleas": [0, 6, 7, 13, 14, 15, 16, 20, 22, 23, 29, 40], "reverse_tim": 0, "To": [0, 7, 12, 13, 14, 15, 16, 22, 23, 31, 32, 40], "consid": [0, 1, 2, 13, 14, 15, 21, 22, 25, 33, 34, 38], "start_tim": [0, 22], "warmup_cpu": 0, "cpu": [0, 6, 8, 13, 14, 15, 16, 22, 28], "second": [0, 2, 8, 17, 20, 25, 31, 32, 33], "topic": 0, "argopt": 0, "help_al": 0, "list_arg": 0, "here": [1, 6, 7, 9, 12, 13, 14, 15, 17, 19, 20, 21, 22, 23, 25, 32, 40, 41], "user": [1, 9, 20, 21, 22, 27, 32, 34, 41], "binaryc": [1, 20, 41], "output": [1, 2, 3, 4, 5, 7, 9, 11, 12, 17, 18, 19, 20, 21, 22, 23, 25, 31, 39, 40, 41, 43], "runtim": [1, 22], "binarycpython": [1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 43], "util": [1, 2, 3, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41, 43], "autogen_c_logging_cod": [1, 9, 19], "logging_dict": 1, "verbos": [1, 6, 8, 12, 13, 14, 15, 16, 18, 20, 22, 23, 27, 31, 32, 33, 38, 40], "sourc": [1, 2, 3, 8, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41, 43], "auto": [1, 24], "printf": [1, 6, 8, 9, 12, 13, 14, 15, 16, 18, 19], "statement": [1, 9, 12, 13, 14, 15, 16, 17, 18, 19, 22], "input": [1, 2, 3, 7, 11, 12, 20, 21, 22, 23, 25, 27, 31, 32, 33, 34, 41, 43], "dictionari": [1, 2, 3, 4, 6, 8, 13, 14, 15, 16, 20, 21, 22, 25, 27, 28, 31, 32, 34, 35, 39, 42], "kei": [1, 2, 3, 6, 11, 12, 16, 17, 19, 20, 21, 22, 25, 29, 31, 32, 34, 35, 39], "header": [1, 6, 8, 9, 12, 13, 14, 15, 16, 19, 20], "line": [1, 5, 6, 8, 9, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 25, 31, 38, 40], "item": [1, 2, 6, 8, 13, 14, 15, 20], "paramet": [1, 2, 3, 4, 6, 7, 8, 9, 12, 13, 14, 15, 16, 20, 21, 22, 23, 25, 26, 29, 30, 31, 32, 34, 35, 37, 38, 39, 41, 43], "put": [1, 6, 8, 13, 14, 15, 16, 19, 20, 22, 25, 26, 34, 35, 36], "append": [1, 2, 6, 12, 13, 14, 15, 17], "exampl": [1, 2, 12, 20, 21, 32, 35, 38, 41], "look": [1, 3, 6, 8, 13, 14, 15, 16, 19, 23, 32, 40], "my_stellar_data": [1, 9, 16, 18, 19], "star": [1, 4, 5, 7, 8, 9, 11, 12, 13, 14, 17, 18, 19, 22, 23, 25, 30, 32, 37, 38, 43], "dict": [1, 3, 5, 6, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 26, 27, 29, 31, 32, 34, 39, 42], "binary_c": [1, 2, 3, 4, 6, 8, 13, 14, 15, 17, 20, 21, 22, 25, 29, 31, 32, 35, 39, 41], "sentenc": 1, "level": [1, 6, 20, 33], "return": [1, 2, 3, 5, 6, 7, 8, 11, 12, 13, 14, 15, 16, 19, 20, 21, 22, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 37, 38, 39, 41, 43], "str": [1, 2, 3, 5, 6, 16, 20, 21, 25, 31, 34, 35, 39], "binary_c_log_cod": [1, 9, 12, 18, 19], "termin": [1, 6, 9, 16, 23, 40], "primari": [1, 6, 8, 13, 14, 15, 16, 32, 35, 43], "stellar_typ": [1, 6, 9, 12, 13, 14, 15, 16, 23, 24, 25], "example_log_co": [1, 9], "30": [1, 5, 6, 8, 9, 12, 13, 14, 15, 16, 17, 19], "12e": [1, 6, 9, 12, 13, 14, 15, 16], "previous_stardata": [1, 8, 9, 12, 16], "kill": [1, 9, 16, 21], "dtm": [1, 9, 16], "exact": [1, 2, 22], "wrap": [1, 9, 20, 29], "logic": [1, 2, 9, 21, 22], "definit": [1, 13, 14, 15, 43], "share": [1, 12, 18, 19, 22, 31, 41], "binary_c_write_log_cod": 1, "write": [1, 5, 6, 7, 8, 9, 12, 13, 16, 18, 19, 20, 21, 22, 31, 34, 41], "target": [1, 34], "compile_shared_lib": 1, "sourcefile_nam": 1, "outfile_nam": 1, "compil": [1, 9, 16, 19, 23, 40], "name": [1, 2, 5, 6, 7, 8, 13, 14, 15, 16, 17, 19, 20, 22, 30, 31, 34, 35, 41, 42], "create_and_load_logging_funct": [1, 9, 19], "custom_logging_cod": [1, 9, 12, 16, 18, 19, 41], "custom_tmp_dir": 1, "ctype": 1, "unless": [1, 21, 22], "i": [1, 2, 5, 6, 7, 8, 9, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 26, 32, 35, 39, 40, 43], "recommend": [1, 4, 23, 40], "combin": [1, 2, 9, 20, 21, 22], "tupl": [1, 6, 20, 26, 31, 38], "memori": [1, 6, 7, 8, 9, 13, 15, 16, 19, 20, 21, 22, 31, 43], "address": [1, 7, 9, 22, 43], "capsul": [1, 7, 20], "from_binary_c_config": 1, "config_fil": 1, "binaryc_config": 1, "config": [1, 20, 22, 23, 40], "filepath": 1, "return_compilation_dict": 1, "inspir": [1, 25, 43], "binary_c_inline_config": 1, "perl": [1, 2, 13, 14, 15, 16, 30], "still": [1, 9, 17, 22, 43], "clean": [1, 6, 12, 14, 15, 21], "w": [1, 12, 16, 21, 31], "develop": 1, "redhat": 1, "com": [1, 20, 21, 32], "blog": 1, "linker": 1, "gcc": [1, 23, 40], "python": [2, 3, 4, 6, 8, 13, 14, 15, 20, 22, 29, 31, 32, 35], "class": [2, 3, 20, 23, 24], "autovivificationdict": 2, "autovivif": 2, "featur": [2, 4, 16, 23], "overrid": [2, 19, 22, 32, 35, 38], "__iadd__": 2, "oper": [2, 31], "doc": [2, 6, 13, 14, 15, 16, 20, 23, 34, 40], "refer": [2, 22, 31], "datamodel": 2, "html": [2, 6, 16, 23, 31, 40], "highlight": 2, "iadd": 2, "subdict": 2, "might": [2, 3, 8, 13, 16, 17, 20, 22, 23, 31, 40], "newdict": 2, "print": [2, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 26, 33, 34], "__getitem__": [2, 29], "getitem": 2, "autoviv": 2, "count_keys_recurs": 2, "input_dict": 2, "recurs": [2, 20], "count": [2, 5, 6, 19, 20, 22], "local_count": 2, "custom_sort_dict": 2, "order": [2, 4, 16, 20, 35], "ordereddict": 2, "find": [2, 5, 8, 16, 20, 22, 29, 34], "uniqu": [2, 19, 22], "sort": [2, 6, 13, 14, 15, 17, 20, 31], "Then": [2, 6, 20, 23, 40], "those": [2, 6, 8, 13, 14, 15, 16, 19, 21, 23, 32, 39, 40], "them": [2, 6, 7, 8, 16, 18, 19, 20, 21, 30, 31, 32, 34, 41], "directli": [2, 12, 22, 26, 31], "without": [2, 9, 12, 14, 15, 20, 22, 32], "filter_dict": 2, "arg_dict": [2, 20], "filter_list": 2, "out": [2, 3, 6, 8, 9, 13, 14, 15, 17, 20, 22, 23, 32, 34, 40], "filter_dict_through_valu": 2, "inspect_dict": 2, "indent": [2, 3, 12, 21, 31], "print_structur": 2, "inspect": [2, 12, 25], "nest": [2, 16, 35, 39], "content": [2, 3, 7, 20, 21, 26], "bool": [2, 16, 20, 21, 25, 31, 34, 35, 39], "except": [2, 5, 6, 7, 13, 14, 15, 16, 22, 25, 34], "keys_to_float": 2, "convert": [2, 3, 6, 8, 17, 20, 21, 31, 32, 38], "faster": [2, 13, 14, 15, 16], "recursive_change_key_to_float": 2, "convers": 2, "noth": [2, 22, 26, 27, 31], "els": [2, 5, 8, 20, 22], "new_dict": 2, "merge_dict": [2, 11], "dict_1": 2, "dict_2": 2, "behaviour": [2, 6, 13, 14, 15, 16, 41], "present": [2, 3, 6, 13, 14, 15, 16, 19, 21, 31, 32], "again": [2, 3, 6, 11, 12, 20, 22], "ad": [2, 4, 6, 8, 12, 31, 35], "opt": [2, 5, 7, 32], "OR": [2, 19], "ident": 2, "concaten": 2, "nonetyp": 2, "instanc": [2, 11, 12, 13, 14, 15, 16, 21, 32], "multiply_float_valu": 2, "multiply_values_dict": [2, 11], "over": [2, 6, 8, 11, 12, 13, 14, 15, 16, 20, 21, 31], "general_info": 2, "origin": [2, 17, 23, 31, 40], "union": [2, 16, 20, 32, 35, 38, 39, 43], "complex": [2, 8, 9, 18, 19, 22], "pass": [2, 7, 9, 12, 16, 17, 19, 20, 21, 22, 23, 25, 26, 27, 30, 31, 37, 38, 40, 41], "multiplied_dict": 2, "normalize_dict": 2, "result_dict": 2, "normalis": [2, 22, 32], "divid": 2, "term": 2, "design": [2, 21, 25], "normalized_dict": 2, "prepare_dict": 2, "global_dict": 2, "list_of_sub_kei": 2, "sure": [2, 12, 13, 14, 15, 16, 23, 26, 31, 32, 40, 41], "prepar": 2, "don": [2, 6, 20, 22, 26], "access": [2, 9, 12, 13, 14, 15, 16, 22, 26, 31], "come": [2, 23, 38, 40], "empti": [2, 12, 30, 34, 37], "recursive_change_key_to_str": 2, "custom_format": [2, 20], "ll": [2, 9, 11, 14, 15, 17, 31], "set_opt": [2, 6, 8, 17], "newopt": [2, 32], "updat": [2, 14, 15, 16, 21, 23, 35, 40], "subtract_dict": 2, "subtract": 2, "numer": 2, "overlap": 2, "update_dict": [2, 11], "dict2": 2, "packag": [3, 7, 16, 20, 23, 35, 36, 37, 38, 40], "binarycdecod": 3, "object_hook": 3, "parse_float": 3, "parse_int": 3, "parse_const": 3, "strict": 3, "object_pairs_hook": 3, "jsondecod": 3, "decod": 3, "entri": [3, 20, 21], "binarycencod": 3, "skipkei": 3, "ensure_ascii": [3, 21, 31], "check_circular": 3, "allow_nan": 3, "sort_kei": [3, 31], "jsonencod": 3, "encod": [3, 16, 31], "attempt": [3, 20, 21], "o": [3, 20, 23, 32], "precis": 3, "json": [3, 7, 12, 16, 21, 22, 27, 31], "binaryc_json_seri": 3, "obj": [3, 20], "serialis": 3, "export": [3, 16, 20, 21, 31], "represent": [3, 16, 35], "themselv": [3, 32], "itself": [3, 6, 9, 12, 22, 23, 32, 40], "ensemble_compress": 3, "compress": [3, 31], "extens": [3, 7, 23, 24], "ensemble_file_typ": 3, "ensemble_set": 3, "parameter_nam": [3, 6, 7, 8, 11, 13, 14, 15, 16, 20, 35], "extract_ensemble_json_from_str": 3, "binary_c_output": 3, "extract": [3, 16], "ensemble_json": 3, "raw": [3, 7, 19, 20, 21, 22, 25, 39, 41], "pars": [3, 4, 6, 8, 12, 13, 14, 15, 16, 19, 20, 21, 25, 39, 41], "format_ensemble_result": 3, "ensemble_dictionari": 3, "step": [3, 6, 8, 9, 12, 13, 14, 15, 16, 25, 35, 38], "handle_ensemble_string_to_json": 3, "raw_output": 3, "deal": [3, 12], "creat": [3, 6, 8, 9, 12, 13, 14, 15, 16, 20, 21, 28, 31, 32, 35, 37], "wrapper": [3, 7, 9, 12, 21, 31, 33, 43], "easi": [3, 12], "cl": 3, "load_ensembl": 3, "convert_float_kei": 3, "select_kei": 3, "flush": [3, 21, 31], "ensemebl": 3, "even": [3, 11, 14, 15], "open_ensembl": 3, "utf": [3, 16, 31], "open": [3, 5, 12, 16, 19, 31], "read": [3, 4, 5, 12, 16, 19, 20, 22, 23, 31, 40], "decompress": 3, "explain": [4, 39], "repositori": 4, "last": [4, 14, 17, 19, 20, 32], "usecas": 4, "tutori": [4, 23], "individu": [4, 13, 23], "run_system_wrapp": [4, 5, 9, 18, 23, 24], "via": [4, 6, 7, 9, 13, 14, 15, 16, 21, 22, 25], "noteworthi": 4, "full": [4, 9, 17, 20, 22, 30, 37], "script": [4, 9, 20, 22, 23, 26, 30, 37, 40], "about": [4, 6, 8, 13, 14, 15, 16, 20, 21, 22, 26, 31, 34, 43], "modif": 4, "binari": [4, 7, 8, 12, 14, 15, 22, 23, 25, 32, 35, 40, 43], "introduc": 5, "notebook": [5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 23, 40], "import": [5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 35], "os": [5, 6, 8, 12, 13, 14, 15, 16, 17, 19, 20], "temp_dir": [5, 6, 8, 12, 14, 15, 16, 17, 20], "run_system": [5, 7, 9, 11, 12, 17, 18, 25, 41], "tmp_dir": [5, 6, 8, 12, 14, 15, 16, 17, 22, 35], "notebook_bhbh": 5, "log_fil": [5, 22], "60": [5, 13, 31], "m2": [5, 8, 9, 12, 13, 16, 19, 31, 32, 43], "k1": [5, 12, 19], "k2": [5, 12, 19], "sep": [5, 8, 12, 13, 16, 19, 31, 32, 43], "ecc": [5, 12, 16, 19, 31, 32], "r1": [5, 12, 19], "rol1": [5, 12, 19], "r2": [5, 12, 19], "rol2": [5, 12, 19], "30441": 5, "random_count": [5, 12, 19], "0000": [5, 12, 19], "000": [5, 12, 19], "00": [5, 12, 13, 16, 19], "34": [5, 6, 7, 8, 9, 12, 13, 14, 16, 17], "1193": 5, "28": [5, 7, 8, 9, 12, 13], "792": 5, "6492": 5, "26": [5, 13], "756": 5, "off_m": [5, 12, 19], "type_chng": [5, 12, 19], "6588": 5, "687": [5, 8], "2135": 5, "972": 5, "3695": 5, "813": 5, "3967": 5, "827": 5, "randbuf": [5, 19], "14439": 5, "mer": 5, "354981": 5, "764989": 5, "550575": 5, "162006": 5, "78488": 5, "23513": 5, "gt": [5, 6, 7, 8, 9, 12, 14, 16, 17, 18, 19], "vk": [5, 19], "218": 5, "134": 5, "vr": [5, 19], "01791": 5, "phi": [5, 19], "101323": 5, "vn": [5, 19], "final": [5, 8, 13, 14, 15, 19], "runawai": [5, 19], "v": [5, 19, 23, 40], "114": 5, "552": 5, "184": 5, "683": 5, "18": [5, 13, 15, 17, 19], "7769": 5, "957894": 5, "max_tim": [5, 12, 19], "wide": [5, 13, 14, 15], "littl": [5, 6, 8, 13, 16, 17, 29], "40": [5, 8, 13, 14, 15], "35895": 5, "3101": 5, "48": [5, 13], "y": [5, 6, 17, 20, 21, 25, 26], "009": [5, 17], "beg_symb": 5, "3583": 5, "081": [5, 6], "35": [5, 8, 13, 32], "930": [5, 15], "3971": 5, "98": [5, 13, 15], "023": 5, "014": 5, "lock": [5, 31], "3928": [5, 19], "41": [5, 13], "632": [5, 13], "894": 5, "3995": 5, "1199": 5, "776": [5, 19], "5374": 5, "4219": 5, "27": [5, 8, 13, 16], "615": 5, "603": [5, 13], "5603": 5, "17": [5, 6, 8, 13, 15, 16, 17, 19], "013": 5, "5403": 5, "157": 5, "151": 5, "5696": 5, "012": 5, "6475": 5, "763": [5, 32], "731": 5, "5791": 5, "19": [5, 8, 13, 16, 19], "010": 5, "011": 5, "6548": 5, "730": 5, "729": 5, "5794": 5, "203": 5, "6550": 5, "728": [5, 8], "225": 5, "inv": [5, 19], "6552": 5, "725": 5, "5795": 5, "246": 5, "6556": 5, "721": 5, "5796": 5, "282": 5, "6559": 5, "716": 5, "727": 5, "321": 5, "6571": 5, "691": [5, 8], "724": [5, 9], "5798": 5, "546": 5, "021": 5, "6649": 5, "502": 5, "5812": 5, "548": 5, "543": 5, "1021": 5, "167": [5, 13], "598": 5, "7342": 5, "36": [5, 8, 13], "588": 5, "574": 5, "2663": 5, "178": 5, "480": 5, "8828": 5, "57": [5, 6, 8, 13], "460": 5, "end_symb": 5, "2670": 5, "171": 5, "458": 5, "8837": 5, "58": [5, 13], "455": 5, "2671": 5, "454": 5, "8840": 5, "2672": 5, "170": 5, "450": 5, "453": 5, "2673": 5, "446": 5, "8843": 5, "452": 5, "2674": 5, "169": 5, "442": 5, "451": [5, 8], "2676": 5, "438": 5, "8846": 5, "2677": 5, "168": [5, 8], "435": 5, "448": 5, "2678": 5, "431": 5, "8848": 5, "447": 5, "2679": 5, "427": 5, "2680": 5, "424": [5, 6], "8851": 5, "445": 5, "2681": 5, "166": [5, 8], "420": 5, "444": [5, 19], "2682": 5, "417": 5, "8853": 5, "2683": 5, "165": 5, "413": [5, 6], "441": 5, "2684": 5, "410": [5, 19], "8856": 5, "440": 5, "2685": 5, "164": 5, "407": 5, "8855": 5, "439": 5, "2686": 5, "404": 5, "8858": 5, "437": [5, 13], "2687": 5, "163": [5, 8], "400": 5, "436": 5, "2688": 5, "397": 5, "8860": 5, "434": 5, "2689": 5, "162": 5, "394": 5, "433": 5, "2690": 5, "391": 5, "8862": 5, "432": 5, "2691": [5, 13], "161": 5, "388": 5, "430": 5, "2692": 5, "385": 5, "8864": 5, "429": [5, 13], "2693": 5, "382": 5, "2694": 5, "379": 5, "8867": 5, "425": 5, "2695": 5, "160": 5, "376": 5, "8866": 5, "2696": 5, "373": 5, "8869": 5, "422": 5, "2697": 5, "159": [5, 8], "370": 5, "8868": 5, "2698": 5, "368": 5, "8871": 5, "419": 5, "2699": 5, "158": 5, "365": 5, "8870": 5, "2700": 5, "362": 5, "8873": 5, "415": 5, "359": 5, "8872": 5, "2701": 5, "357": 5, "8875": 5, "411": 5, "2702": 5, "156": [5, 8, 19], "354": 5, "8874": 5, "409": 5, "2703": 5, "352": 5, "8877": 5, "2704": 5, "349": 5, "8876": 5, "405": 5, "2705": 5, "346": 5, "8878": 5, "403": 5, "2706": 5, "155": 5, "344": 5, "342": [5, 13], "8880": 5, "398": 5, "2707": 5, "154": 5, "339": 5, "396": 5, "2708": 5, "337": 5, "8882": 5, "393": 5, "2709": 5, "153": 5, "334": 5, "2710": 5, "332": 5, "8884": 5, "152": 5, "330": 5, "386": 5, "2711": 5, "327": 5, "8886": 5, "383": 5, "2712": 5, "325": 5, "380": 5, "2713": 5, "323": 5, "8887": 5, "377": 5, "2714": 5, "320": 5, "374": 5, "318": 5, "8889": 5, "371": 5, "2715": 5, "150": [5, 8, 13, 14, 15, 16], "316": [5, 8], "2716": 5, "314": 5, "8891": 5, "2717": 5, "149": 5, "312": [5, 6], "361": 5, "2718": 5, "310": 5, "8893": 5, "358": 5, "148": [5, 19], "308": 5, "8892": 5, "355": 5, "2719": 5, "306": 5, "8894": 5, "351": 5, "2720": 5, "147": 5, "304": 5, "347": 5, "2721": 5, "302": [5, 19], "8896": 5, "343": 5, "300": [5, 16, 38], "340": 5, "2722": 5, "298": 5, "8898": 5, "335": 5, "2723": 5, "146": 5, "296": 5, "8897": 5, "331": 5, "2724": 5, "294": [5, 6], "8899": 5, "145": 5, "292": 5, "2725": 5, "290": 5, "8901": 5, "2726": 5, "144": 5, "288": 5, "2727": 5, "286": 5, "8903": 5, "309": 5, "143": 5, "284": 5, "8902": 5, "2728": 5, "8904": 5, "59": [5, 6, 13], "299": [5, 16], "2729": 5, "142": 5, "281": [5, 43], "2730": 5, "279": 5, "8906": 5, "141": 5, "277": 5, "283": 5, "2731": 5, "275": 5, "8908": 5, "2732": 5, "140": 5, "274": 5, "8907": 5, "272": 5, "2733": [5, 13], "8909": 5, "266": 5, "2734": 5, "139": 5, "270": 5, "260": 5, "268": 5, "8911": 5, "253": 5, "2773": 5, "136": 5, "217": 5, "8934": 5, "020": 5, "2800": 5, "8949": 5, "3729": 5, "039": 5, "072": 5, "9043": 5, "3781": 5, "034": 5, "067": 5, "9047": 5, "501": 5, "045": 5, "102": 5, "91": [5, 8, 13], "69569": 5, "911093": 5, "184829": 5, "636985": 5, "611763": 5, "837816": 5, "0118": 5, "4101": 5, "183": 5, "098": [5, 6], "5462": 5, "26416": 5, "22543": 5, "192": 5, "531": [5, 16], "908": 5, "105": [5, 14, 15], "89": [5, 6, 13, 15, 16], "7432": 5, "187": 5, "589": 5, "90695": 5, "03221": 5, "104427": 5, "96112": 5, "511114": 5, "4046": 5, "586": 5, "776523": 5, "809662": 5, "448242": 5, "54439": 5, "0399": 5, "43173": 5, "384": 5, "535": 5, "4205": 5, "103702": 5, "582": 5, "106": [5, 16], "329": [5, 8], "8544": 5, "13796e": 5, "51": [5, 8, 13], "27569e": 5, "103": 5, "85406e": 5, "454268": 5, "let": [5, 8, 12, 13, 14, 15, 16, 17, 21], "bhbh": 5, "detector": 5, "found": [5, 6, 8, 13, 15, 16, 30, 32, 37], "def": [5, 6, 8, 12, 13, 14, 15, 16, 19], "vb": [5, 26, 29, 31, 38], "readlin": 5, "length": [5, 20], "len": [5, 6, 12, 16, 19], "stellar_type1": 5, "stellar_type2": 5, "rememb": [5, 6, 14, 15], "pop": [5, 9, 17, 29], "oop": 5, "unbound": 5, "bound": [5, 32, 38], "search_for_bhbh": 5, "maxcount": 5, "arg": [5, 7, 16, 20, 29, 32, 33], "851": 5, "873": 5, "510": 5, "265": 5, "301": 5, "45": [5, 6, 8, 13], "261": 5, "898": 5, "553": 5, "276": 5, "54": [5, 13], "122": 5, "69": [5, 13], "09": [5, 6, 8, 13], "239": 5, "231": 5, "49": [5, 6, 13], "341": 5, "55": [5, 6, 8, 13, 15, 16, 32], "2421": 5, "28369": 5, "402": 5, "88": [5, 13], "213": 5, "128": 5, "399": 5, "22": [5, 13, 19], "921": 5, "23": [5, 13, 16], "24": [5, 8, 13], "1876": 5, "118": 5, "20447": 5, "29": [5, 8, 13, 22], "421": 5, "115": [5, 32], "52": [5, 6, 8, 13], "004": 5, "32": [5, 8, 13, 20, 22], "113": 5, "33": [5, 13], "196": 5, "73": [5, 13, 16], "97": [5, 13], "711": 5, "78": [5, 13], "37": [5, 8, 13], "857": 5, "207": 5, "96": [5, 6, 8, 13], "881": 5, "85": [5, 8, 13, 38], "875": 5, "43": [5, 13], "79": [5, 13], "640": [5, 13], "46": [5, 8, 13, 16], "47": [5, 8, 13], "95": [5, 13, 15], "19622": 5, "87": [5, 13], "117": 5, "81": [5, 8, 13], "53": [5, 6, 8, 13, 16], "706": 5, "241": 5, "67": [5, 13, 16], "56": [5, 8, 13], "803": 5, "2439": 5, "235": [5, 6], "82": [5, 13], "61": [5, 13, 16], "210": [5, 19], "12522": 5, "63": [5, 8, 13], "64": [5, 13], "65": [5, 13, 38], "285": 5, "66": [5, 13], "1360": 5, "68": [5, 8, 13, 16], "1398": 5, "70": [5, 8, 13, 32], "77": [5, 13, 15], "71": [5, 13], "72": [5, 13], "208": 5, "84": [5, 8, 13, 16], "254": 5, "74": [5, 13], "1882": 5, "76": [5, 13], "123": 5, "132": 5, "86": [5, 8, 13], "80": [5, 13, 32, 38], "83": [5, 8, 13], "240": 5, "129": 5, "127": 5, "93": [5, 13], "199": 5, "267": [5, 8], "18139": 5, "90": [5, 8, 13], "180": 5, "92": [5, 13], "94": [5, 6, 8, 13, 20], "1254": [5, 12], "172": 5, "557": 5, "99": [5, 13, 15], "3082": 5, "9548": 5, "32620": 5, "9310": 5, "60101": 5, "246604": 5, "283972": 5, "469524": 5, "55473": 5, "379292": 5, "38316": 5, "109679": 5, "0261496": 5, "4011": 5, "043": 5, "9308": 5, "107187": 5, "679223": 5, "238584": 5, "860402": 5, "891056": 5, "4186": 5, "59867": 5, "804961": 5, "0474572": 5, "4146": 5, "caus": [5, 13, 43], "former": 5, "unphys": [5, 8, 13], "5064": 5, "536": 5, "468": 5, "6493": 5, "53854": 5, "006": 5, "8674": 5, "840": 5, "505": 5, "3185": 5, "017": [5, 17], "8704": 5, "600": 5, "509": 5, "3192": 5, "592": 5, "418": 5, "8706": 5, "568": 5, "3193": 5, "496": 5, "8910": 5, "758": [5, 19], "3246": 5, "beg_rch": 5, "9650": 5, "495": 5, "571": 5, "3223": 5, "913": 5, "0585": 5, "961": 5, "3211": 5, "999": 5, "007": [5, 17], "end_rch": 5, "0649": 5, "747": 5, "479": 5, "3216": 5, "002": [5, 18, 19], "2967": 5, "576": 5, "392": [5, 19], "3429": 5, "beg_bss": 5, "2996": 5, "512": 5, "390": 5, "3462": 5, "59616": 5, "665406": 5, "861368": 5, "162038": 5, "282234": 5, "0511173": 5, "5117": 5, "7326": 5, "0717": 5, "32118": 5, "450629": 5, "3096": 5, "9074": 5, "493": 5, "3507": 5, "end_bss": 5, "9113": 5, "242": 5, "3529": 5, "223": 5, "9196": 5, "513": 5, "997": 5, "3591": 5, "221": 5, "9206": 5, "843": 5, "3599": 5, "9797": 5, "519": 5, "984": [5, 15], "4098": 5, "0512": 5, "528": 5, "256": [5, 6, 22], "4673": 5, "137": 5, "1012": 5, "742": 5, "5017": 5, "1130": 5, "245": 5, "5043": 5, "1471": 5, "485": 5, "5114": 5, "4877": 5, "885": 5, "6409": 5, "845641": 5, "27734": 5, "925761": 5, "145632": 5, "67179": 5, "4683": 5, "83672": 5, "1844": 5, "22098": 5, "787705": 5, "5164": 5, "oh": 5, "dear": 5, "secondari": [5, 6, 13, 32, 43], "wider": 5, "shorter": 5, "shrink": [5, 8], "best": [5, 21, 22], "acquir": 5, "closer": 5, "grvitation": 5, "0001": [5, 7, 43], "0102": 5, "622": 5, "3069": 5, "1851": [5, 13], "215": 5, "508": 5, "2266": 5, "879": 5, "945": 5, "60876": 5, "7617": 5, "018": 5, "7647": 5, "572": 5, "583": 5, "7721": 5, "633": 5, "7785": 5, "3100": [5, 13], "1326": 5, "305": 5, "695": 5, "2791": 5, "09665": 5, "qc": 5, "714712": 5, "st": 5, "3048": 5, "0276": 5, "2332": 5, "rc": [5, 6, 8, 13, 14, 15, 17, 25], "71818": 5, "6952": 5, "9757": 5, "comenv": [5, 8], "presc": 5, "m01": 5, "mc1": 5, "l1": 5, "44223e": 5, "rzam": [5, 43], "33552": 5, "convfrac": 5, "467851": 5, "lambda_ion": 5, "a_in": 5, "p_in": 5, "1708": 5, "jtot_in": 5, "09706e": 5, "jorb_in": 5, "96557e": 5, "eorbi": 5, "76416e": 5, "ebindi": 5, "30388e": 5, "sepf": 5, "7114": 5, "4385": 5, "9758": 5, "8926": 5, "mf1": 5, "5423": 5, "mf2": 5, "af": 5, "jf": 5, "72832e": 5, "jej": 5, "63566e": 5, "eorbf": 5, "39152e": 5, "eej": 5, "03996e": 5, "alpha_ej": 5, "0241634": 5, "1327": 5, "028": 5, "367": 5, "232": 5, "459": 5, "mstart": 5, "397754": 5, "3084": 5, "9071": 5, "46089": 5, "a_out": 5, "p_out": 5, "0152545": 5, "57093": 5, "jorb_out": 5, "6771": 5, "rl1": 5, "236": [5, 19], "rl2": 5, "459382": 5, "No": [5, 7, 16, 22, 23, 40], "9411": 5, "gyr": [5, 6, 8], "9452": 5, "934": 5, "70365": 5, "455552": 5, "66554": 5, "0303129": 5, "454409": 5, "106368": 5, "2147": 5, "612": [5, 13], "401": 5, "668328": 5, "0913095": 5, "387": 5, "9342": 5, "851646": 5, "360": 5, "844": [5, 6], "2823": 5, "1622": 5, "45534": 5, "9256": 5, "1973": 5, "126": 5, "1987": 5, "846": [5, 6], "4184": 5, "900": 5, "7052": 5, "131": 5, "7060": 5, "7527": 5, "852": 5, "046": 5, "356": 5, "7554": 5, "465": 5, "888": 5, "7557": 5, "328": 5, "051": [5, 6], "416": 5, "7572": 5, "618": 5, "234": [5, 8], "7669": 5, "375": 5, "7675": 5, "333": 5, "579": 5, "222": 5, "7779": 5, "541": 5, "991": 5, "7941": 5, "539": 5, "070": 5, "2191": 5, "2234": 5, "069": 5, "405577": 5, "425788": 5, "375537": 5, "574826": 5, "898786": 5, "6975": 5, "878": 5, "64724": 5, "150217": 5, "9445": 5, "368345": 5, "7093": 5, "1502": 5, "233": 5, "8377": 5, "3046": 5, "77416": 5, "7107": 5, "204": 5, "1822": 5, "949": 5, "1814": [5, 13], "784": 5, "1818": 5, "224": 5, "979": 5, "19097": 5, "112": 5, "84502": 5, "824494": 5, "0987206": 5, "883252": 5, "726002": 5, "995824": 5, "317": 5, "667": 5, "25694": 5, "46901": 5, "022": 5, "477791": 5, "781": 5, "206": [5, 17], "67059": 5, "826": 5, "6816": 5, "6008": 5, "592733": 5, "836": [5, 6], "121": 5, "4862": 5, "7418": 5, "7434": 5, "101": 5, "7455": 5, "870": 5, "7458": 5, "995": 5, "7459": 5, "055": 5, "577": 5, "7836": 5, "7852": 5, "252": 5, "8004": 5, "992": 5, "8194": 5, "024": 5, "9725": 5, "025": 5, "1124": 5, "825086": 5, "878253": 5, "783746": 5, "582318": 5, "354576": 5, "9794": 5, "994": 5, "969": 5, "22787": 5, "16539": 5, "9739": 5, "3518": 5, "953182": 5, "120": 5, "657": 5, "449": [5, 13], "20677": 5, "078": 5, "932": 5, "173": 5, "4710": 5, "11686": 5, "0165": 5, "contact": [5, 23, 40], "00288661": 5, "00242158": 5, "393886": 5, "981555": 5, "bh_bh": 5, "2033": 5, "16729": 5, "213854": 5, "coalesc": 5, "369": 5, "624": [5, 13], "133": [5, 16], "037": 5, "1824": 5, "935": 5, "608": [5, 13], "951": 5, "179": 5, "408": 5, "1828": 5, "909": 5, "3171": 5, "1823": 5, "943": 5, "619": [5, 13], "1826": 5, "925": 5, "587": [5, 15], "1829": 5, "903": 5, "348": [5, 8], "111": 5, "707": [5, 13], "34870": 5, "549": 5, "376059": 5, "365763": 5, "371625": 5, "728797": 5, "817432": 5, "220": 5, "905": 5, "13607": 5, "475287": 5, "5493": 5, "478315": 5, "672": 5, "4493": 5, "6989": 5, "923": 5, "786": 5, "7335": 5, "07": [5, 13, 14, 15, 19, 32, 38], "702": 5, "489": 5, "7424": 5, "901": 5, "7426": 5, "507": 5, "104": [5, 8], "591": 5, "7447": 5, "492": 5, "7451": 5, "869": 5, "971": 5, "895": 5, "7714": 5, "219": 5, "7727": 5, "108": 5, "7874": 5, "996": [5, 8], "990": 5, "8062": 5, "032": 5, "1830": 5, "48809": 5, "946468": 5, "0278672": 5, "850309": 5, "663251": 5, "8982": 5, "2583": 5, "498": 5, "16733": 5, "776263": 5, "212": 5, "7069": 5, "577826": 5, "107": 5, "238": 5, "189": 5, "7767": 5, "8073": 5, "887": 5, "066": 5, "982": 5, "81705": 5, "372": 5, "47534": 5, "705715": 5, "41996": 5, "33295": 5, "061141": 5, "825648": 5, "694": [5, 8, 13], "1877": 5, "07108": 5, "406": [5, 13, 16], "212034": 5, "7428": 5, "816": 5, "7430": 5, "922": 5, "7431": 5, "048": [5, 17, 19], "7437": 5, "7450": 5, "109": [5, 8], "491": 5, "7840": 5, "7856": 5, "250": 5, "8008": 5, "998": 5, "993": 5, "8205": 5, "9648": 5, "1135": 5, "364017": 5, "086004": 5, "422436": 5, "514898": 5, "872312": 5, "9816": 5, "3228": 5, "4809": 5, "0298011": 5, "274206": 5, "201": 5, "5885": 5, "82224": 5, "5175": 5, "3752": 5, "719058": 5, "7752": 5, "135": 5, "503": 5, "936": 5, "124": 5, "27025": 5, "22936": 5, "0572914": 5, "50682": 5, "836621": 5, "272943": 5, "792721": 5, "229": 5, "98081": 5, "471379": 5, "412": 5, "48046": 5, "658": 5, "457": 5, "637": [5, 13], "7453": 5, "768": 5, "077": 5, "7456": 5, "099": 5, "195": 5, "891": 5, "896": 5, "7764": 5, "593": 5, "604": 5, "7933": 5, "7934": 5, "8123": 5, "114678": 5, "647161": 5, "438686": 5, "118229": 5, "734534": 5, "9357": 5, "2873": 5, "243": [5, 6], "973": [5, 13], "61521": 5, "86878": 5, "7731": 5, "1237": 5, "956619": 5, "1468": 5, "7748": 5, "764": 5, "5528": 5, "8577": 5, "6765": 5, "194": 5, "5556": 5, "11376": 5, "0159": 5, "00303761": 5, "00254512": 5, "332091": 5, "703545": 5, "1586": 5, "342474": 5, "754": 5, "828": 5, "1812": 5, "036": 5, "66016": 5, "65976": 5, "420182": 5, "0755737": 5, "70235": 5, "0772781": 5, "362601": 5, "27829": 5, "0074": 5, "221832": 5, "7433": 5, "057": 5, "338": [5, 9], "899": 5, "293": [5, 16], "7927": 5, "174": 5, "7942": 5, "177": [5, 8], "478": 5, "8079": 5, "205": 5, "8268": 5, "1674": [5, 13], "0701913": 5, "836783": 5, "398419": 5, "681487": 5, "392487": 5, "0245": 5, "3559": 5, "653": 5, "957": 5, "46607": 5, "371458": 5, "8708": 5, "930943": 5, "7267": 5, "679": [5, 8], "703": 5, "601": 5, "3231": [5, 13], "1473": 5, "7324": 5, "12495": 5, "0182": 5, "00256681": 5, "00215604": 5, "249": 5, "738524": 5, "014832": 5, "2493": 5, "0931922": 5, "497294": 5, "542": 5, "259": 5, "475": 5, "595": 5, "1813": 5, "749": 5, "976": 5, "906": 5, "1838": 5, "664": 5, "033": 5, "941": [5, 8], "1099": 5, "989": 5, "1834": 5, "868": 5, "13267": 5, "19393": 5, "965167": 5, "024684": 5, "612281": 5, "280749": 5, "106545": 5, "669442": 5, "453932": 5, "952": 5, "6834": 5, "405068": 5, "739": 5, "4256": 5, "907": 5, "5366": 5, "959": 5, "737": 5, "673": 5, "7423": 5, "042": 5, "950": 5, "7427": 5, "202": 5, "7448": 5, "291": 5, "688": [5, 8], "570": 5, "005": 5, "7679": 5, "7691": 5, "944": 5, "7828": 5, "8013": 5, "035": 5, "1786": 5, "12741": 5, "970206": 5, "0192009": 5, "748832": 5, "618445": 5, "8683": 5, "2352": 5, "554": 5, "88581": 5, "520903": 5, "6764": 5, "2029": 5, "936762": 5, "182": 5, "366": 5, "774": [5, 12], "876": 5, "606": [5, 13], "414": 5, "757": [5, 8], "8805": 5, "11707": 5, "0166": 5, "00286793": 5, "00239838": 5, "090": 5, "985359": 5, "790941": 5, "0896": 5, "96963": 5, "3282": 5, "1923": 5, "181": 5, "797": 5, "57739": 5, "8140": 5, "645763": 5, "309361": 5, "0877243": 5, "351532": 5, "959422": 5, "659": 5, "02823": 5, "301483": 5, "280": 5, "674": [5, 16], "6181": 5, "698517": 5, "942": 5, "9927": [5, 12], "4807": 5, "58504": 5, "914": 5, "6905": 5, "4243": 5, "533": 5, "692": 5, "9264": 5, "798": 5, "854": 5, "271": 5, "761": 5, "097": 5, "7460": 5, "7472": 5, "806": 5, "7589": 5, "778": 5, "7595": 5, "856": [5, 13], "874": 5, "7689": 5, "981": 5, "7690": 5, "988": 5, "7863": 5, "059": 5, "9110": 5, "061": 5, "1514": 5, "1915": 5, "058": 5, "1920": 5, "784972": 5, "231704": 5, "950733": 5, "127442": 5, "999122": 5, "3758": 5, "8545": 5, "27767": 5, "84071": 5, "7969": 5, "952496": 5, "4957": 5, "26441": 5, "269": 5, "9351": 5, "243583": 5, "4666": 5, "11346": 5, "00300971": 5, "00247821": 5, "651": 5, "882017": 5, "700359": 5, "6514": 5, "40049": 5, "869544": 5, "1839": 5, "837": 5, "46220": 5, "787": 5, "82245": 5, "0531294": 5, "367268": 5, "912283": 5, "67023": 5, "0670735": 5, "315": 5, "815": 5, "421436": 5, "347405": 5, "7875": 5, "70005": 5, "6185": 5, "14212": 5, "481": 5, "84428": 5, "1847": 5, "4455": 5, "116": 5, "237": 5, "4540": 5, "765": 5, "777": 5, "6822": 5, "482": 5, "6831": 5, "7214": 5, "483": 5, "7219": 5, "7422": 5, "7449": 5, "893": 5, "534": 5, "216": 5, "053": 5, "7657": 5, "965": 5, "7781": 5, "7782": 5, "7962": 5, "040": 5, "8182": 5, "1695": 5, "3038": 5, "0714679": 5, "144141": 5, "608655": 5, "0385396": 5, "8372": 5, "2112": 5, "263": 5, "242151": 5, "219058": 5, "364": 5, "681": 5, "929": 5, "706483": 5, "2053": 5, "0641": 5, "353": 5, "4018": 5, "50537": 5, "7633": 5, "70054": 5, "524": 5, "60636": 5, "493975": 5, "450818": 5, "456519": 5, "938568": 5, "859977": 5, "671": 5, "40339": 5, "06987": 5, "5244": 5, "281309": 5, "4176": 5, "2834": 5, "2268": 5, "9537": 5, "7046": 5, "4755": 5, "228": 5, "295": 5, "7429": 5, "047": [5, 17], "661": 5, "529": 5, "084": 5, "986": [5, 8], "886": 5, "678": [5, 12], "7774": 5, "7789": 5, "7944": 5, "8141": 5, "027": 5, "498232": 5, "463455": 5, "752134": 5, "246625": 5, "139044": 5, "9423": 5, "2924": 5, "091": 5, "873639": 5, "531411": 5, "258": [5, 8], "872316": 5, "2224": 5, "2632": 5, "602": 5, "99203": 5, "1612": 5, "6094": 5, "8091": 5, "1825": 5, "67245": 5, "42052": 5, "938576": 5, "0316266": 5, "659526": 5, "104997": 5, "0823499": 5, "4867": 5, "51742": 5, "910817": 5, "3563": 5, "205353": 5, "4670": 5, "522": 5, "884": 5, "016": 5, "7438": 5, "7446": 5, "7452": 5, "805": 5, "7759": 5, "646": 5, "7928": 5, "8121": 5, "852712": 5, "248871": 5, "398927": 5, "135164": 5, "756795": 5, "9323": 5, "2846": 5, "809": [5, 6], "497": 5, "75508": 5, "817843": 5, "872": 5, "454013": 5, "1807": 5, "226": 5, "064": 5, "581": 5, "1816": 5, "648": 5, "1713": 5, "2081": 5, "2182": 5, "52058": 5, "1062": 5, "447918": 5, "0727584": 5, "93044": 5, "693944": 5, "896286": 5, "63153": 5, "39834": 5, "2216": 5, "743837": 5, "8917": 5, "0831": 5, "56865": 5, "4365": 5, "1314": 5, "5735": 5, "1753": 5, "3767": 5, "564": 5, "4192": 5, "865": 5, "7988": 5, "7997": 5, "7500": 5, "319": 5, "927": 5, "110": 5, "7530": 5, "7544": 5, "7644": 5, "611": [5, 13], "7650": 5, "7750": 5, "7907": 5, "8276": 5, "2156": 5, "068": 5, "608269": 5, "309461": 5, "901988": 5, "741346": 5, "691586": 5, "2063": 5, "9505": 5, "198": 5, "609": 5, "34537": 5, "503726": 5, "484": 5, "871": 5, "648549": 5, "37409": 5, "4013": 5, "828858": 5, "404962": 5, "512561": 5, "876382": 5, "718549": 5, "51478": 5, "852252": 5, "324": 5, "478807": 5, "130": 5, "311": 5, "821": 5, "890": 5, "7461": 5, "7960": 5, "186": [5, 13], "7975": 5, "736": [5, 8], "8104": 5, "8292": 5, "1784": 5, "1810": 5, "335642": 5, "191543": 5, "332777": 5, "97316": 5, "569581": 5, "0394": 5, "3674": 5, "076": 5, "57878": 5, "24165": 5, "624125": 5, "15907": 5, "802": 5, "9153": 5, "5619": 5, "675": 5, "504": 5, "850": 5, "1821": 5, "48336": 5, "16833": 5, "0910814": 5, "677623": 5, "874638": 5, "910419": 5, "847153": 5, "785": 5, "32282": 5, "962876": 5, "6179": 5, "18148": 5, "085": 5, "2816": 5, "596": [5, 13], "8523": 5, "8654": 5, "4797": 5, "954": 5, "464": 5, "855": 5, "962": 5, "214": 5, "644": [5, 13], "841": 5, "7803": 5, "7819": 5, "7973": 5, "7974": 5, "8163": 5, "1637": 5, "567303": 5, "507104": 5, "0563088": 5, "15884": 5, "9606": 5, "3065": 5, "248": [5, 8], "998023": 5, "09164": 5, "264": 5, "835": 5, "741448": 5, "1005": 5, "712": 5, "514": 5, "1035": 5, "8379": 5, "6797": 5, "1747": 5, "744": 5, "904": 5, "16837": 5, "471": 5, "20980": 5, "962482": 5, "401263": 5, "689781": 5, "991224": 5, "841718": 5, "28867": 5, "597": 5, "4714": 5, "43618": 5, "7823": 5, "1736": 5, "6604": 5, "6032": 5, "1715": 5, "4380": 5, "7425": 5, "662": 5, "381": 5, "931": 5, "7735": 5, "193": 5, "7883": 5, "8071": 5, "031": 5, "832981": 5, "367793": 5, "0528412": 5, "325965": 5, "929511": 5, "9038": 5, "2626": 5, "395": 5, "84029": 5, "355513": 5, "544": 5, "518851": 5, "0335": 5, "1485": 5, "273": 5, "2551": 5, "3959": 5, "01561": 5, "6745": 5, "926": 5, "64463": 5, "41238": 5, "0789786": 5, "697827": 5, "336295": 5, "0232618": 5, "981292": 5, "16564": 5, "26456": 5, "0013": 5, "476589": 5, "6379": 5, "2221": 5, "2802": 5, "70043": 5, "5904": 5, "567": 5, "4734": 5, "801": 5, "861": 5, "119": 5, "026": 5, "853": 5, "7751": 5, "138": 5, "740": 5, "7766": 5, "735": 5, "7919": 5, "8111": 5, "029": 5, "659743": 5, "318753": 5, "774969": 5, "492302": 5, "125968": 5, "9263": 5, "2801": 5, "227": 5, "791478": 5, "0153961": 5, "884461": 5, "2132": 5, "9779": 5, "7631": 5, "727196": 5, "3273": [5, 13], "019": 5, "2437": 5, "257": [5, 43], "54371": 5, "36403": 5, "82064": 5, "137502": 5, "935816": 5, "181795": 5, "297187": 5, "86728": 5, "689835": 5, "266485": 5, "960": 5, "7435": 5, "336": 5, "7457": 5, "759": 5, "494": 5, "7911": 5, "185": 5, "389": 5, "8067": 5, "8261": 5, "8435": 5, "1624": [5, 13], "209274": 5, "548864": 5, "783792": 5, "0770302": 5, "187694": 5, "0171": 5, "3502": 5, "17932": 5, "00832": 5, "230": 5, "915": [5, 8], "829668": 5, "38921": 5, "474": 5, "4369": 5, "251": [5, 8], "937": 5, "569": 5, "1819": 5, "1841": 5, "825": 5, "81562": 5, "32076": 5, "512617": 5, "817888": 5, "592309": 5, "885537": 5, "150681": 5, "946757": 5, "880528": 5, "795": [5, 32], "978": 5, "807361": 5, "289": 5, "13298": 5, "3771": 5, "3127": 5, "4218": 5, "4764": 5, "175": 5, "4387": 5, "811": 5, "807": 5, "6384": 5, "6388": 5, "631": [5, 8], "7292": 5, "7296": 5, "052": 5, "7635": 5, "511": 5, "7645": 5, "7765": 5, "7943": 5, "8339": 5, "1678": 5, "551072": 5, "608485": 5, "94464": 5, "243214": 5, "899464": 5, "8251": 5, "6515": 5, "539343": 5, "701": 5, "428699": 5, "8354": 5, "6212": 5, "0523": 5, "0208": 5, "8441": 5, "975": 5, "1811": 5, "562": 5, "1815": 5, "003": 5, "68746": 5, "19907": 5, "768655": 5, "0583837": 5, "429398": 5, "789859": 5, "720749": 5, "0295": 5, "5286": 5, "618382": 5, "205537": 5, "818": 5, "049": 5, "506": 5, "7882": 5, "7898": 5, "8044": 5, "8234": 5, "123048": 5, "307199": 5, "581558": 5, "0991059": 5, "0907537": 5, "0034": 5, "3396": 5, "570222": 5, "930282": 5, "209": 5, "670422": 5, "5221": 5, "57062": 5, "9036": 5, "9427": 5, "866": 5, "26051": 5, "82797": 5, "670413": 5, "0772021": 5, "151616": 5, "253705": 5, "893941": 5, "61679": 5, "515062": 5, "247": [5, 16], "5456": 5, "411151": 5, "616": [5, 13], "4304": 5, "5301": 5, "738": 5, "955": 5, "545": 5, "559": 5, "7677": 5, "566": [5, 19], "7825": 5, "7826": 5, "8010": 5, "1783": 5, "0283541": 5, "410828": 5, "567898": 5, "0335017": 5, "139732": 5, "8664": 5, "2338": 5, "197": 5, "677": 5, "877963": 5, "20265": 5, "4202": 5, "896196": 5, "3957": 5, "859": 5, "3025": 5, "5919": 5, "8605": 5, "8924": 5, "1088": 5, "5977": 5, "11506": 5, "0162": 5, "00296406": 5, "00247864": 5, "088": 5, "760064": 5, "126532": 5, "0877": 5, "795024": 5, "547002": 5, "490": 5, "947": 5, "832": 5, "974": 5, "75931": 5, "054": [5, 32], "19521": 5, "859753": 5, "23894": 5, "62549": 5, "77541": 5, "227249": 5, "42785": 5, "583346": 5, "0535": 5, "301129": 5, "262": 5, "892": 5, "629": [5, 13], "7440": 5, "7454": 5, "709": 5, "7827": 5, "7843": 5, "7996": 5, "8196": 5, "9902": 5, "0995": 5, "123635": 5, "335153": 5, "0259932": 5, "335847": 5, "105082": 5, "9743": 5, "3172": 5, "66025": 5, "33451": 5, "089": 5, "818294": 5, "689": 5, "6909": 5, "443": 5, "918543": 5, "4048": 5, "819": 5, "57538": 5, "46057": 5, "517454": 5, "325743": 5, "975864": 5, "00707417": 5, "739962": 5, "699": 5, "64932": 5, "40238": 5, "743": 5, "196177": 5, "963": [5, 8], "752": 5, "7920": 5, "7936": 5, "8074": 5, "8263": 5, "1670": 5, "973135": 5, "35487": 5, "431313": 5, "180453": 5, "831236": 5, "0214": 5, "3536": 5, "22281": 5, "693321": 5, "293512": 5, "605": 5, "2214": 5, "4507": 5, "6328": 5, "2618": 5, "1831": 5, "80402": 5, "565": 5, "79911": 5, "897612": 5, "696284": 5, "954848": 5, "0469097": 5, "915148": 5, "297": 5, "676": 5, "75005": 5, "13416": 5, "5652": 5, "448401": 5, "2057": 5, "9912": 5, "8493": 5, "2991": 5, "3757": 5, "5734": 5, "4321": 5, "6626": 5, "966": 5, "773": 5, "7384": 5, "902": 5, "558": 5, "530": 5, "7705": 5, "7718": 5, "7864": 5, "8050": 5, "263235": 5, "959492": 5, "915221": 5, "263079": 5, "72611": 5, "8912": 5, "2529": 5, "647": 5, "56228": 5, "493648": 5, "906299": 5, "8975": 5, "958": 5, "211": [5, 15], "746": 5, "0745": 5, "3243": 5, "686": 5, "2295": 5, "772": 5, "1781": 5, "64611": 5, "101955": 5, "189239": 5, "951597": 5, "398381": 5, "970505": 5, "917": 5, "09786": 5, "204663": 5, "9073": 5, "773166": 5, "6344": 5, "7315": 5, "62366": 5, "9105": 5, "2472": 5, "1575": 5, "079": [5, 6], "2914": 5, "4183": 5, "911": 5, "6749": 5, "6758": 5, "7536": 5, "638": [5, 13], "791": 5, "363": 5, "7564": 5, "7566": 5, "783": [5, 12], "7582": 5, "7678": 5, "7684": 5, "7790": 5, "065": 5, "985": 5, "071": 5, "2210": 5, "063": 5, "2261": 5, "12806": 5, "912327": 5, "690746": 5, "544482": 5, "155342": 5, "7717": 5, "6145": 5, "964": 5, "087": 5, "976041": 5, "0890815": 5, "951344": 5, "345": 5, "0907": 5, "463": 5, "3471": 5, "8972": 5, "12136": 5, "4981": 5, "812": 5, "5051": 5, "10782": 5, "015": 5, "00317508": 5, "00248439": 5, "600593": 5, "164714": 5, "1098": 5, "03493": 5, "202569": 5, "9339": 5, "938": 5, "1843": 5, "808": 5, "176": 5, "804": 5, "34175": 5, "953": 5, "78012": 5, "970783": 5, "761478": 5, "514087": 5, "706029": 5, "819715": 5, "15042": 5, "424712": 5, "656": 5, "528102": 5, "3719": 5, "2291": 5, "7184": 5, "0784": 5, "499": 5, "4357": 5, "378": 5, "1334": 5, "5324": 5, "5703": 5, "5712": 5, "775": [5, 19], "7354": 5, "7359": 5, "7419": 5, "7421": 5, "525": 5, "7620": 5, "883": 5, "7629": 5, "7741": 5, "7742": 5, "7918": 5, "8533": 5, "1610": 5, "179142": 5, "296544": 5, "237203": 5, "0156945": 5, "617224": 5, "8039": 5, "1854": 5, "87813": 5, "31958": 5, "585": 5, "464494": 5, "041": 5, "1633": 5, "68376": 5, "35051": 5, "566263": 5, "0474164": 5, "750149": 5, "0787729": 5, "537743": 5, "4162": 5, "37874": 5, "00182": 5, "306619": 5, "833": 5, "7462": 5, "814": 5, "7965": 5, "188": 5, "7980": 5, "191": 5, "782": 5, "8107": 5, "8108": 5, "8295": 5, "473762": 5, "894041": 5, "457987": 5, "738399": 5, "315223": 5, "0414": 5, "98061": 5, "497008": 5, "942854": 5, "7879": 5, "3589": 5, "8452": 5, "9595": 5, "1631": 5, "2305": 5, "39521": 5, "3419": 5, "32684": 5, "0533803": 5, "740494": 5, "317663": 5, "857699": 5, "38908": 5, "373282": 5, "1977": 5, "359784": 5, "326": 5, "4311": 5, "6474": 5, "750": [5, 6], "7380": 5, "056": [5, 17], "710": 5, "7709": 5, "7722": 5, "7868": 5, "8055": 5, "709965": 5, "260676": 5, "438861": 5, "0625403": 5, "328066": 5, "8941": 5, "2552": 5, "0613": 5, "06527": 5, "613167": 5, "36957": 5, "86334": 5, "215638": 5, "175004": 5, "932839": 5, "339587": 5, "829017": 5, "20887": 5, "326601": 5, "1104": 5, "38009": 5, "4438": 5, "6934": 5, "7322": 5, "700": [5, 19], "705": [5, 19], "830": [5, 19], "968": 5, "7720": 5, "7734": 5, "8076": 5, "124496": 5, "659469": 5, "0744186": 5, "706126": 5, "225135": 5, "9032": 5, "2622": [5, 13], "698": [5, 13], "41457": 5, "424924": 5, "9093": 5, "939378": 5, "3649": 5, "0868": 5, "634": [5, 13], "1108": 5, "5094": 5, "1392": 5, "7028": 5, "8881": 5, "12548": 5, "0184": 5, "00254115": 5, "0021272": 5, "826831": 5, "573703": 5, "60468": 5, "712414": 5, "517": 5, "817": [5, 12], "2157": 5, "1817": 5, "3008": 5, "1835": 5, "33719": 5, "81352": 5, "202196": 5, "453412": 5, "935069": 5, "374905": 5, "177551": 5, "987": 5, "11558": 5, "252877": 5, "1043": 5, "548589": 5, "4333": 5, "939": 5, "693": [5, 8], "970": 5, "526": 5, "7671": 5, "858": [5, 6], "7683": 5, "7817": 5, "8001": 5, "1775": 5, "912238": 5, "432729": 5, "998563": 5, "996798": 5, "823767": 5, "17588": 5, "45757": 5, "737411": 5, "573": 5, "5557": 5, "4102": 5, "3495": 5, "4945": 5, "2528": 5, "1808": 5, "2629": 5, "668": 5, "14764": 5, "77631": 5, "524755": 5, "166559": 5, "560118": 5, "228555": 5, "671001": 5, "21603": 5, "573874": 5, "469": 5, "418029": 5, "7967": 5, "7982": 5, "8109": 5, "8300": 5, "492707": 5, "583436": 5, "489077": 5, "445821": 5, "760389": 5, "0425": 5, "3698": 5, "77766": 5, "108571": 5, "426": 5, "615165": 5, "4788": 5, "8791": 5, "8271": 5, "88343": 5, "3264": 5, "1551": 5, "3154": 5, "062": 5, "1809": 5, "476": 5, "80954": 5, "62200": 5, "492484": 5, "298194": 5, "807403": 5, "382144": 5, "303533": 5, "90716": 5, "237951": 5, "847": 5, "539941": 5, "7439": 5, "822": 5, "7964": 5, "7979": 5, "8299": 5, "1792": 5, "623354": 5, "732953": 5, "639951": 5, "492818": 5, "729193": 5, "0411": 5, "3688": 5, "58166": 5, "0143651": 5, "828241": 5, "0791": 5, "755": 5, "7188": 5, "9851": 5, "5681": 5, "50652": 5, "4845": 5, "2371": 5, "4623": 5, "1827": 5, "61117": 5, "46822": 5, "585985": 5, "665969": 5, "751305": 5, "588396": 5, "216951": 5, "36314": 5, "177727": 5, "645286": 5, "095": 5, "094": [5, 8], "244": [5, 17], "799": 5, "7899": 5, "8095": 5, "030": 5, "888123": 5, "610285": 5, "315404": 5, "683467": 5, "789064": 5, "9139": 5, "075": 5, "682": [5, 8], "95783": 5, "375712": 5, "441158": 5, "532": 5, "1075": 5, "1449": [5, 13], "4509": 5, "6058": 5, "2878": 5, "33879": 5, "282623": 5, "472318": 5, "115722": 5, "685872": 5, "936532": 5, "278": 5, "88441": 5, "380887": 5, "36016": 5, "8992": 5, "3042": 5, "54027": 5, "7886": 5, "7958": 5, "8280": 5, "1729": 5, "433477": 5, "791274": 5, "413467": 5, "495924": 5, "706984": 5, "0319": 5, "3616": 5, "44211": 5, "0081514": 5, "916093": 5, "2021": [5, 6, 8, 13], "2927": 5, "766": 5, "0837": 5, "315903": 5, "8939": 5, "1858": 5, "5112": 5, "82486": 5, "619099": 5, "101038": 5, "840994": 5, "542419": 5, "00585495": 5, "0367878": 5, "0849409": 5, "0128": 5, "676215": 5, "518": 5, "477089": 5, "287": 5, "796": 5, "807331": 5, "6832": 5, "168972": 5, "6883": 5, "845": 5, "4961": 5, "594": 5, "8443": 5, "3034": 5, "4188": 5, "4197": 5, "086": 5, "7420": 5, "880": 5, "722": 5, "7598": 5, "7605": 5, "7706": 5, "7877": 5, "8935": 5, "1492": 5, "478253": 5, "42097": 5, "939376": 5, "196311": 5, "22518": 5, "7108": 5, "41485": 5, "652755": 5, "6161": 5, "469056": 5, "1833": 5, "25164": 5, "391798": 5, "388321": 5, "507443": 5, "208169": 5, "830541": 5, "21844": 5, "623232": 5, "402961": 5, "4501": 5, "428": 5, "779": 5, "7891": 5, "917439": 5, "479973": 5, "922199": 5, "806722": 5, "769195": 5, "9087": 5, "2664": 5, "092": 5, "660415": 5, "322": 5, "096": 5, "728237": 5, "313": 5, "867": 5, "977": 5, "36298": 5, "829": 5, "9189": 5, "308203": 5, "0621119": 5, "366259": 5, "740929": 5, "96161": 5, "04198": 5, "502775": 5, "8293": 5, "366392": 5, "8635": 5, "5612": 5, "3244": 5, "0719": 5, "51819": 5, "9214": 5, "946": 5, "7831": 5, "7848": 5, "8000": 5, "8195": 5, "9814": 5, "1082": 5, "171096": 5, "480045": 5, "808134": 5, "257278": 5, "205527": 5, "29136": 5, "50687": 5, "988755": 5, "8399": 5, "4108": 5, "4822": 5, "1796": 5, "2127": 5, "8961": 5, "8252": 5, "11239": 5, "0156": 5, "00311757": 5, "00261516": 5, "6429": 5, "208453": 5, "2008": 5, "30975": 5, "28984": 5, "2836": 5, "734": 5, "54307": 5, "77455": 5, "359881": 5, "325197": 5, "29816": 5, "208923": 5, "805733": 5, "06257": 5, "621375": 5, "0501": 5, "344772": 5, "4825": 5, "477": 5, "663": 5, "523": 5, "918": 5, "732": 5, "7773": [5, 19], "527": 5, "8138": 5, "953798": 5, "649327": 5, "456313": 5, "316118": 5, "249106": 5, "2921": 5, "56518": 5, "376604": 5, "8003": 5, "834303": 5, "2275": 5, "5593": 5, "2871": 5, "3978": 5, "8031": 5, "6562": 5, "11854": 5, "0169": 5, "00280816": 5, "00235329": 5, "559889": 5, "750806": 5, "71746": 5, "120066": 5, "8569": 5, "76134": 5, "0393944": 5, "347623": 5, "960734": 5, "465867": 5, "145296": 5, "555": [5, 8], "912919": 5, "0683196": 5, "623052": 5, "4379": 5, "0608": 5, "4622": 5, "5208": 5, "5217": 5, "7386": 5, "7390": 5, "912": 5, "578": 5, "983": 5, "7612": 5, "708": 5, "7728": 5, "7902": 5, "8694": 5, "1553": 5, "197729": 5, "670337": 5, "663976": 5, "124931": 5, "888613": 5, "1691": 5, "58332": 5, "84827": 5, "292641": 5, "7666": 5, "5738": 5, "9304": 5, "7626": 5, "39831": 5, "953738": 5, "256488": 5, "181244": 5, "00666382": 5, "226424": 5, "42266": 5, "40735": 5, "423": 5, "127957": 5, "590": 5, "7893": 5, "7909": 5, "8053": 5, "8250": 5, "8731": 5, "1527": 5, "00518983": 5, "196046": 5, "634261": 5, "332251": 5, "153852": 5, "0087": 5, "3438": 5, "628": [5, 13], "966681": 5, "342134": 5, "997751": 5, "3331": 5, "14112": 5, "7269": 5, "967": 5, "2075": 5, "11182": 5, "0155": 5, "00319483": 5, "00268237": 5, "202339": 5, "130725": 5, "2333": 5, "821367": 5, "637666": 5, "47419": 5, "56631": 5, "460081": 5, "633684": 5, "547729": 5, "321082": 5, "954624": 5, "99808": 5, "365949": 5, "4422": 5, "335428": 5, "6413": 5, "7413": 5, "8638": 5, "75921": 5, "9147": 5, "074": 5, "7844": 5, "7861": 5, "8012": 5, "8202": 5, "9557": 5, "1219": 5, "224923": 5, "249848": 5, "781046": 5, "0784722": 5, "326147": 5, "9842": 5, "3248": 5, "04924": 5, "00294": 5, "787368": 5, "83762": 5, "64359": 5, "776818": 5, "472105": 5, "63923": 5, "939757": 5, "21764": 5, "36747": 5, "07484": 5, "328512": 5, "7925": 5, "8065": 5, "8066": 5, "8254": 5, "8429": 5, "1618": 5, "942154": 5, "0122109": 5, "00984861": 5, "664546": 5, "183974": 5, "0164": 5, "3497": 5, "15594": 5, "335342": 5, "523561": 5, "1722": 5, "1571": 5, "44170": 5, "7319": 5, "174169": 5, "242309": 5, "841284": 5, "736112": 5, "693128": 5, "35505": 5, "491811": 5, "486": 5, "541792": 5, "704": 5, "684": [5, 8], "7990": 5, "8115": 5, "8303": 5, "675689": 5, "111583": 5, "429122": 5, "183048": 5, "0536749": 5, "0461": 5, "3726": [5, 13], "769": 5, "337249": 5, "686591": 5, "753": 5, "64265": 5, "9255": 5, "8585": 5, "924": 5, "92382": 5, "5775": 5, "20938": 5, "4872": 5, "697": 5, "64137": 5, "63818": 5, "295543": 5, "0290733": 5, "983229": 5, "514916": 5, "177444": 5, "11491": 5, "0298364": 5, "9046": 5, "315124": 5, "303": 5, "4454": 5, "538": 5, "933": 5, "823": 5, "838": [5, 6], "669": 5, "7745": 5, "7912": 5, "8101": 5, "752438": 5, "590877": 5, "920832": 5, "48926": 5, "135101": 5, "2767": 5, "767": 5, "848866": 5, "0214824": 5, "97797": 5, "10877": 5, "44558": 5, "1967": 5, "16265": 5, "5333": 5, "1663": 5, "1845": 5, "21824": 5, "15186": 5, "618705": 5, "0958704": 5, "380393": 5, "596161": 5, "941478": 5, "91548": 5, "193528": 5, "2961": 5, "584622": 5, "1204": [5, 19], "0187": 5, "617": [5, 13], "2044": 5, "51809": 5, "3017": 5, "4330": 5, "1178": 5, "5089": 5, "956": 5, "5532": 5, "7365": 5, "7370": 5, "561": 5, "7736": 5, "7737": 5, "7913": 5, "8573": 5, "1606": 5, "86323": 5, "0440989": 5, "389749": 5, "19366": 5, "310029": 5, "1804": 5, "2413": 5, "94797": 5, "659448": 5, "245223": 5, "1806": 5, "4076": 5, "36323": 5, "347169": 5, "666661": 5, "916207": 5, "695505": 5, "213396": 5, "34081": 5, "401728": 5, "611785": 5, "7757": 5, "7772": 5, "670": 5, "7926": 5, "725718": 5, "420316": 5, "312637": 5, "321643": 5, "755323": 5, "9309": 5, "2835": 5, "74583": 5, "364747": 5, "766094": 5, "919": 5, "916": 5, "2898": 5, "42362": 5, "18108": 5, "785539": 5, "0547419": 5, "829757": 5, "994118": 5, "162941": 5, "02379": 5, "41726": 5, "4865": 5, "824848": 5, "622494": 5, "9859": 5, "7282": 5, "8155": 5, "1379": 5, "1517": 5, "1521": 5, "4182": 5, "7761": 5, "745": 5, "7792": 5, "7795": 5, "7813": 5, "7901": 5, "8048": 5, "8200": 5, "9253": 5, "2514": 5, "2819": 5, "770532": 5, "458064": 5, "288353": 5, "635703": 5, "971941": 5, "9179": 5, "10689": 5, "274854": 5, "470": 5, "4959": 5, "465133": 5, "7085": 5, "6885": 5, "1498": 5, "6674": 5, "31408": 5, "6908": 5, "645": [5, 13, 19], "6747": 5, "65262": 5, "633148": 5, "26637": 5, "057949": 5, "676181": 5, "732983": 5, "614": [5, 13], "60547": 5, "360093": 5, "382472": 5, "7903": 5, "8047": 5, "8245": 5, "8813": 5, "1478": 5, "912289": 5, "389208": 5, "840796": 5, "834483": 5, "0055": 5, "3412": 5, "732818": 5, "791991": 5, "72764": 5, "44852": 5, "646273": 5, "2556": 5, "70429": 5, "245209": 5, "792744": 5, "98096": 5, "534699": 5, "9471": 5, "317921": 5, "7806": 5, "8151": 5, "502451": 5, "121263": 5, "690203": 5, "229591": 5, "829726": 5, "9524": 5, "3002": 5, "21333": 5, "57141": 5, "421365": 5, "789": 5, "1306": 5, "21043": 5, "79412": 5, "055188": 5, "239704": 5, "41862": 5, "0131145": 5, "261343": 5, "64207": 5, "34126": 5, "153329": 5, "7436": 5, "7916": 5, "8058": 5, "8247": 5, "8596": 5, "1567": 5, "392194": 5, "816958": 5, "606169": 5, "906059": 5, "754141": 5, "3461": 5, "350": [5, 13], "947774": 5, "865806": 5, "863": [5, 8], "3963": 5, "4752": 5, "6579": 5, "6215": 5, "2477": [5, 13], "72983": 5, "105704": 5, "115297": 5, "826771": 5, "681473": 5, "713946": 5, "48586": 5, "371427": 5, "305334": 5, "748": [5, 19], "8059": 5, "8060": 5, "8249": 5, "8598": 5, "1569": 5, "168558": 5, "82325": 5, "838423": 5, "947719": 5, "637754": 5, "3469": 5, "00712": 5, "10941": 5, "111023": 5, "5358": 5, "3448": 5, "877": 5, "79264": 5, "70052": 5, "421475": 5, "12974": 5, "216067": 5, "0727126": 5, "806431": 5, "06696": 5, "02473": 5, "129879": 5, "6489": 5, "551": [5, 6], "7210": 5, "575": 5, "044": 5, "9900": 5, "0993": 5, "645339": 5, "239197": 5, "451732": 5, "787102": 5, "172014": 5, "9749": 5, "3176": 5, "0808": 5, "611632": 5, "971686": 5, "9869": 5, "4773": 5, "6225": 5, "3368": 5, "9610": 5, "11802": 5, "0168": 5, "00283345": 5, "00237669": 5, "48749": 5, "764629": 5, "8043": 5, "0250231": 5, "55982": 5, "34018": 5, "216496": 5, "518397": 5, "821301": 5, "789188": 5, "814387": 5, "889": 5, "11695": 5, "616737": 5, "6182": 5, "492242": 5, "4588": 5, "7743": 5, "920": 5, "8105": 5, "453348": 5, "9148": 5, "661725": 5, "141361": 5, "743118": 5, "9203": 5, "2754": 5, "66915": 5, "799889": 5, "757025": 5, "2881": 5, "9057": 5, "7537": 5, "10522": 5, "659581": 5, "610184": 5, "685255": 5, "768339": 5, "230955": 5, "45114": 5, "566495": 5, "54949": 5, "7845": 5, "9561": 5, "1222": 5, "132057": 5, "274445": 5, "86794": 5, "353432": 5, "774954": 5, "9841": 5, "3247": 5, "696": 5, "86918": 5, "297506": 5, "622081": 5, "24098": 5, "22036": 5, "995687": 5, "502841": 5, "600258": 5, "531293": 5, "00730797": 5, "0459174": 5, "0626266": 5, "523485": 5, "659393": 5, "8678": 5, "146844": 5, "7659": 5, "488": 5, "7842": 5, "7858": 5, "8009": 5, "8199": 5, "9598": 5, "1173": 5, "184464": 5, "215504": 5, "314533": 5, "333032": 5, "235464": 5, "9825": 5, "3235": 5, "47946": 5, "340477": 5, "545743": 5, "72617": 5, "83843": 5, "482668": 5, "103789": 5, "125553": 5, "477535": 5, "786062": 5, "93898": 5, "0449442": 5, "256783": 5, "626": [5, 13], "7797": 5, "7968": 5, "8158": 5, "854649": 5, "895821": 5, "257437": 5, "92995": 5, "671551": 5, "9573": 5, "21948": 5, "03507": 5, "613": [5, 13], "230102": 5, "9127": 5, "4229": 5, "4251": 5, "4949": 5, "639": [5, 13, 19], "839": 5, "462": [5, 19], "1560": 5, "21927": 5, "69808": 5, "280723": 5, "418757": 5, "552711": 5, "793832": 5, "244645": 5, "53715": 5, "628169": 5, "414875": 5, "7871": 5, "7887": 5, "8034": 5, "8224": 5, "9098": 5, "1415": 5, "496312": 5, "075416": 5, "7607": 5, "125886": 5, "290684": 5, "9977": 5, "3352": 5, "2613": 5, "82642": 5, "845387": 5, "32631": 5, "1846": 5, "788": 5, "77624": 5, "77505": 5, "50973": 5, "0448877": 5, "0251003": 5, "655371": 5, "876084": 5, "5046": 5, "315973": 5, "59429": 5, "4433": 5, "0722": 5, "082": 5, "4759": 5, "948": 5, "5309": 5, "5317": 5, "7381": 5, "7385": 5, "008": 5, "7613": 5, "7622": 5, "7730": 5, "7905": 5, "8653": 5, "1599": 5, "435809": 5, "148721": 5, "45889": 5, "674645": 5, "910981": 5, "72386": 5, "356812": 5, "0878": 5, "187993": 5, "9603": 5, "5982": 5, "2406": 5, "02786": 5, "math": [6, 8, 13, 14, 15, 16, 17, 35, 38], "matplotlib": [6, 8, 14, 15, 17, 19, 25], "pyplot": [6, 8, 14, 15, 17, 19], "plt": [6, 8, 14, 15, 17, 19], "notebook_hrd": 6, "our": [6, 8, 13, 14, 15, 22, 32], "mathrm": [6, 8, 13, 14, 15], "univers": [6, 8, 22], "These": [6, 7, 13, 14, 15, 16, 20, 22, 25, 26], "rough": 6, "real": [6, 13, 16, 35], "finit": [6, 8, 13, 14, 15], "ago": 6, "cannot": [6, 9, 16, 29, 31, 34], "geq": 6, "_": [6, 8, 13, 14, 15, 22, 34], "odot": [6, 8, 19], "through": [6, 7, 11, 12, 13, 14, 15, 16, 25, 26, 35, 41], "studi": 6, "leq": 6, "bse_opt": [6, 8, 13, 14, 15, 16, 21, 38], "grid_opt": [6, 8, 12, 13, 14, 15, 16, 21, 26, 29, 30, 31, 35, 36, 37, 38], "custom_opt": [6, 12, 13, 14, 15, 16, 21, 31], "physic": [6, 13, 14, 15, 16, 22], "13700": [6, 8], "nine": 6, "distribution_funct": [6, 8, 13, 14, 15, 16, 21, 23, 24], "massrang": [6, 8, 13, 14, 15], "add_grid_vari": [6, 8, 13, 14, 15, 16, 35], "longnam": [6, 8, 13, 14, 15, 16, 35], "valuerang": [6, 8, 13, 14, 15, 16, 35], "samplerfunc": [6, 8, 13, 14, 15, 16, 22, 35, 38], "const": [6, 8, 13, 14, 15], "probdist": [6, 8, 13, 14, 15, 16, 35], "dprob": [6, 8, 14, 15], "dm1": [6, 14, 15], "care": [6, 13, 14, 15, 22], "dphasevol": [6, 8, 13, 14, 15, 16, 35], "dm_1": [6, 14, 15], "condit": [6, 8, 9, 13, 14, 15, 16, 18, 19, 35], "impos": [6, 8, 13, 14, 15, 16], "mostli": [6, 8, 13, 14, 15, 16, 19, 20, 22, 25, 34, 41], "yourself": [6, 8, 13, 14, 15, 16, 25], "gridtyp": [6, 8, 16, 35], "precod": [6, 8, 13, 14, 15, 16, 35], "postcod": [6, 8, 16, 35], "branchpoint": [6, 8, 16, 35], "branchcod": [6, 8, 16, 35], "topcod": [6, 8, 16, 35], "bottomcod": [6, 8, 16, 35], "grid_variable_numb": [6, 8, 35], "asymptot": 6, "made": [6, 23, 26, 40], "bit": [6, 13], "messi": 6, "avoid": [6, 7, 8], "track": [6, 22, 25], "custom_logging_stat": [6, 8, 13, 14, 15], "foreach_star": [6, 13], "outermost_core_mass": 6, "doubl": [6, 9, 16, 20], "logteff": 6, "teff_from_star_struct": 6, "logl": 6, "loggrav": 6, "tini": 6, "gravitational_const": 6, "m_sun": 6, "pow2": 6, "r_sun": 6, "starnum": [6, 13], "zero_ag": [6, 9, 12, 13, 14, 15, 16], "c_logging_cod": [6, 8, 9, 12, 13, 14, 15, 16, 22], "lt": [6, 7, 8, 12, 14, 16, 17, 18], "amp": [6, 8], "catch": [6, 8, 12, 13, 14, 15, 16, 19, 20, 22], "doesn": [6, 22], "associ": [6, 8, 13, 14, 15, 30, 37], "datalinedict": [6, 8, 13, 14, 15, 20], "parse_funct": [6, 8, 12, 13, 14, 15, 16, 21, 22, 41], "self": [6, 8, 12, 13, 14, 15, 16, 21, 22, 26, 29, 30, 31, 32, 35, 37, 38, 39], "zams_mass": [6, 13, 14, 15, 16], "loop": [6, 8, 12, 13, 14, 15, 16, 31, 35], "splitlin": [6, 7, 8, 9, 12, 13, 14, 15, 16, 17], "search": [6, 13, 17, 23], "nstar": [6, 13], "group": [6, 13, 17, 39], "linedata": [6, 8, 13, 14, 15], "setup": [6, 16, 23, 40, 41], "grid_result": [6, 8, 13, 14, 15, 22], "results_dictionari": [6, 8, 13, 14, 15], "0x14bf2250fdc0": 6, "configur": [6, 11, 12, 13, 14, 15, 16, 19, 22, 27, 32], "part": [6, 7, 12, 13, 14, 15, 16, 19, 21, 30, 32, 35, 37, 43], "straightforward": [6, 13, 14, 15, 16], "num_cor": [6, 8, 13, 14, 15, 16, 22], "lot": [6, 13, 14, 15, 16, 17, 22, 39, 41], "There": [6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 19, 21, 22, 25, 32, 34], "ri0005": [6, 16], "surrei": [6, 16], "ac": [6, 16], "uk": [6, 16], "grid_options_descript": [6, 16, 34], "thread": [6, 8, 13, 14, 15, 20, 22, 33], "suffici": 6, "crunch": [6, 8, 13, 14, 15], "analyt": [6, 8, 13, 14, 15, 16, 21, 23, 24], "dry": [6, 8, 13, 15, 16, 22, 35], "starcount": [6, 8, 13, 15, 16], "binary_c_python": [6, 7, 8, 12, 13, 14, 15, 16, 20], "binary_c_grid_8a7d52edc59346ce991063d9e05e9ba7": 6, "py": [6, 8, 13, 14, 15, 16, 17, 22, 23, 29, 40], "dry_run": [6, 8, 13, 16], "symlink": [6, 8, 13, 16], "binary_c_grid": [6, 8, 13, 16], "latest0": [6, 8, 13], "mainprocess": [6, 8, 13], "system_queue_fil": [6, 8, 13], "processor": [6, 8, 13], "latest1": [6, 8, 13], "signal": [6, 8, 13, 22], "800": 6, "finish": [6, 8, 13, 15, 16, 20, 25, 31], "free": [6, 8, 13], "01t09": [6, 8, 13], "838411": 6, "802706": 6, "ran": [6, 8, 13, 22], "had": [6, 8, 13, 14, 15, 21], "queue": [6, 8, 13, 22, 26, 30], "output_dict": [6, 8, 12, 13], "8a7d52edc59346ce991063d9e05e9ba7": 6, "took": [6, 8, 13, 15, 16, 19], "mb": [6, 8, 13, 15, 16, 20, 22], "were": [6, 8, 13, 15, 16, 20, 39], "dict_kei": [6, 11, 12], "complet": [6, 8, 13, 14, 15, 16], "technic": [6, 8, 9, 13, 14, 15, 16], "population_nam": [6, 8, 13, 15], "evolution_typ": [6, 8, 13, 15, 16, 22], "failed_count": [6, 8, 13, 15, 16], "failed_prob": [6, 8, 13, 15, 16], "failed_systems_error_cod": [6, 8, 13, 15, 16], "errors_exceed": [6, 8, 13, 15, 16], "errors_found": [6, 8, 13, 15, 16], "total_prob": [6, 8, 13, 14, 15, 16], "total_count": [6, 8, 13, 15, 16], "start_timestamp": [6, 8, 13, 15, 16], "1635760192": 6, "8124797": 6, "end_timestamp": [6, 8, 13, 15, 16], "1635760194": 6, "0176575": 6, "total_mass_run": [6, 8, 13, 15, 16], "total_probability_weighted_mass_run": [6, 8, 13, 15, 16], "zero_prob_stars_skip": [6, 8, 13, 15, 16], "seaborn": [6, 8, 13, 14, 15, 17], "panda": [6, 8, 12, 13, 14, 15, 17, 18, 19, 20, 25], "pd": [6, 8, 12, 13, 14, 15, 17, 18, 19], "max_row": [6, 8, 17], "max_column": [6, 8, 17], "pad_output_distribut": [6, 8, 13, 14, 15, 20], "figur": [6, 8, 13, 14, 15, 17, 25], "figsiz": [6, 8, 13, 14, 15, 17, 19], "set_context": [6, 8, 13, 14, 15, 17], "font_scal": [6, 8, 13, 14, 15, 17], "linewidth": [6, 8, 13, 14, 15, 17], "datafram": [6, 8, 12, 13, 14, 15, 17, 18, 19, 25], "column": [6, 8, 12, 16, 17, 19, 25], "lineplot": [6, 8, 13, 14, 15, 17], "estim": [6, 17, 20, 22], "label": [6, 19, 32], "text": [6, 8, 17, 20, 34], "invert_xaxi": 6, "set_xlabel": [6, 8, 13, 14, 15, 17, 19], "log_": [6, 8, 13, 14, 15], "t_": 6, "eff": 6, "set_ylabel": [6, 8, 13, 14, 15, 17, 19], "distanc": [6, 17], "rerun": [6, 22], "At": [6, 16], "expect": [6, 7, 8, 13, 14, 15, 22, 23, 40], "begin": 6, "shortli": 6, "rsun": [6, 25], "alreadi": [6, 16, 17, 26, 31, 35], "Not": [6, 8], "binary_c_grid_f4e5925effeb42e69b5be956f400ae41": 6, "latest2": [6, 16], "latest3": 6, "093": [6, 17], "081024": 6, "246671": 6, "f4e5925effeb42e69b5be956f400ae41": 6, "suddenli": 6, "smooth": [6, 14, 15], "binary_c_grid_26171201413c43f5b91552a374879940": 6, "latest4": 6, "latest5": 6, "846045": 6, "416141": 6, "26171201413c43f5b91552a374879940": 6, "jerki": 6, "most": [6, 7, 8, 14, 15, 17, 20], "strong": 6, "rgb": 6, "tip": [6, 32], "proper": [6, 9, 34], "program": [6, 23, 40], "languag": 6, "sim": 6, "cours": [6, 25], "simpl": [6, 8, 13, 17], "introduct": 6, "haven": 6, "talk": 6, "produc": 6, "suffer": 6, "thermonuclear": 6, "luminosu": 6, "kilonova": 6, "interfac": [7, 17, 20, 23, 26, 40], "framework": 7, "sourcecod": [7, 9, 23, 40], "_binary_c_bind": [7, 9, 12, 17, 39, 43], "cell": [7, 13, 14, 15, 16], "free_persistent_data_memaddr_and_return_json_output": 7, "persistent_data": 7, "adress": [7, 9, 43], "persist": 7, "free_store_memaddr": 7, "memaddr": [7, 9], "return_arglin": 7, "return_help": 7, "info": [7, 11, 16, 20, 21, 23, 25, 39, 40], "return_help_al": [7, 20], "overview": 7, "categor": 7, "section": [7, 16, 20, 23, 32, 40], "return_maximum_mass_ratio_for_rlof": [7, 43], "argstr": [7, 9, 12, 17, 19], "store_capsul": 7, "unction": 7, "return_minimum_orbit_for_rlof": [7, 43], "return_persistent_data_memaddr": 7, "run_popul": 7, "return_store_memaddr": 7, "return_version_info": [7, 39], "abl": 7, "situat": 7, "slightli": 7, "custom_logging_func_memaddr": [7, 9, 22], "store_memaddr": [7, 43], "write_logfil": 7, "test_func": 7, "snippet": [7, 12], "reliabl": 7, "dont": [7, 19], "home": 7, "pyenv": [7, 23, 40], "binarycpython3": 7, "lib": [7, 12, 18, 19, 23, 40], "python3": [7, 23, 40], "site": 7, "cpython": 7, "x86_64": 7, "linux": 7, "gnu": 7, "categori": [7, 16], "creation": 7, "alloc": [7, 38], "written": [7, 12, 16, 22, 31, 34, 35, 41], "4500": 7, "0x7fc1f0c3ff00": 7, "single_star_lifetim": [7, 9, 12], "4838": [7, 9, 12], "unpars": 7, "join": [7, 9, 12, 16, 19, 22, 26], "abridg": [7, 9, 16], "algorithm": [7, 23], "__arg_begin": 7, "lastli": [7, 12], "00632092": 7, "0141": 7, "alter": [8, 13, 35], "intermedi": 8, "notebook_comenv": 8, "alpha_": 8, "demonstr": 8, "keep": [8, 16, 31, 33], "log_dt": [8, 22], "focu": 8, "imposs": 8, "logperrang": [8, 13], "lnm1": [8, 13, 14, 15, 16], "min": [8, 9, 13, 14, 15, 16, 32], "exp": [8, 13, 14, 15, 16, 35], "three_part_powerlaw": [8, 13, 14, 15, 16, 32], "dlnm1": [8, 13, 16], "flatsect": [8, 13, 16, 32], "height": [8, 13, 16, 32], "dq": [8, 13, 16], "log10per": [8, 13, 16], "calc_sep_from_period": [8, 13, 16, 43], "sep_min": [8, 13, 16], "sep_max": [8, 13, 16], "sana12": [8, 13, 16, 32], "dlog10per": [8, 13, 16], "centr": [8, 16, 35], "nsep": 8, "nsep_min": 8, "nsep_max": 8, "comenv_count": 8, "proport": 8, "previou": [8, 14, 15, 20, 22, 39], "year_length_in_dai": 8, "wast": [8, 14, 15], "evolution_stop": 8, "parse_data": 8, "bin_data": [8, 13, 14, 15, 20], "binwidth": [8, 13, 14, 15, 20], "pre_comenv_period": 8, "post_comenv_period": 8, "nearest": [8, 13, 14, 15], "5dex": [8, 13, 14, 15], "binned_pre_period": 8, "aritif": 8, "binned_post_period": 8, "histogram": 8, "0x149c95c56c10": 8, "machin": [8, 22, 23, 40], "binary_c_grid_2b66f805db424c48a1d29c45092b6e3c": 8, "0645906": 8, "9s": [8, 13], "tpr": [8, 13], "28e": 8, "etf": [8, 13], "mem": [8, 13], "1mb": [8, 13], "1s": [8, 13], "34e": 8, "5mb": [8, 13], "6e": [8, 13], "6mb": [8, 13], "8s": [8, 13], "95e": 8, "4mb": [8, 13], "9e": 8, "7s": 8, "22e": 8, "685": [8, 13], "3mb": [8, 13], "4s": [8, 13], "58e": 8, "02e": [8, 13], "9mb": [8, 13], "810": 8, "20e": [8, 13], "0mb": [8, 13], "3s": [8, 13], "48e": [8, 13], "76e": 8, "2mb": [8, 13], "6s": [8, 13], "97e": [8, 13], "168379": 8, "323359": 8, "2m": [8, 13], "0163656": 8, "155678": 8, "991657": 8, "0175264": 8, "158640": 8, "099417": 8, "0143896": 8, "163481": 8, "732244": 8, "016309": 8, "2b66f805db424c48a1d29c45092b6e3c": 8, "8m": [8, 13], "06459059967730083": 8, "1635760256": 8, "1239555": 8, "1635760377": 8, "9739752": 8, "4680": 8, "235689312423": 8, "22611318083528548": 8, "unmerg": 8, "deepcopi": 8, "logper": [8, 32], "del": 8, "pad": [8, 13, 14, 15], "plot_data": [8, 13, 14, 15], "from_dict": [8, 13, 14, 15, 18, 19], "orient": 8, "p_": 8, "orb": [8, 16, 31], "xlim": [8, 17], "necessari": [8, 16, 17, 19, 20, 21, 37], "03502960360000004": 8, "019715467199999996": 8, "peak": [8, 14, 15, 38], "sim10": 8, "minut": [8, 20], "Such": 8, "prime": 8, "candid": 8, "excit": 8, "astrophys": [8, 14, 15], "life": 8, "compact": [8, 16], "lambda_": 8, "smoother": [8, 14, 15], "curv": [8, 14, 15], "why": 8, "learn": [9, 22], "custom_logging_funct": [9, 12, 16, 18, 19, 22, 23, 24], "edit": 9, "log_every_timestep": [9, 12], "evolve_singl": [9, 12, 21], "publicli": 9, "elabor": 9, "advis": 9, "hardcod": [9, 13, 14, 15, 16], "your": [9, 12, 18, 19, 22, 23, 40], "obvious": 9, "logging_lin": [9, 18, 19], "own": [9, 12, 16, 18, 19, 22, 23, 35, 40], "entir": [9, 12, 18, 19], "pragma": 9, "push_macro": 9, "undef": 9, "visibl": 9, "__attribute__": 9, "void": 9, "binary_c_api_funct": 9, "custom_output_funct": 9, "stardata_t": 9, "pop_macro": 9, "notebook_individual_system": [9, 12, 13, 14, 15, 16], "2e": [9, 13, 19], "example_logging_string_post_m": 9, "example_post_m": 9, "044142002936e": 9, "99194": 9, "13567": 9, "044572277695e": 9, "99192": 9, "51803": 9, "044654032097e": 9, "81395": 9, "045084306856e": 9, "99191": 9, "57443": 9, "manual": [9, 22, 23, 40], "custom_logging_memaddr": 9, "shared_lib_filenam": 9, "4530": [9, 12, 19], "example_logging_string_co": 9, "848380621869e": 9, "33469": 9, "1865": 9, "72498e": [9, 16], "example_massloss": [9, 12], "sn_type": 9, "sn_none": 9, "example_sn": 9, "id_cor": 9, "core_co": 9, "core_h": 9, "050651207308e": 9, "59452": 9, "34213": 9, "55458": 9, "71662": 9, "cover": [11, 13, 14, 15], "get_help": [11, 20], "get_help_al": [11, 20, 21], "get_help_sup": [11, 20], "get_default": [11, 20], "sever": [11, 16, 19, 22, 25, 34, 41], "print_help": [11, 20], "parameter_value_input_typ": [11, 20], "fetch": [11, 12], "return_binary_c_version_info": [11, 21, 39], "version_info": [11, 21, 23, 24], "argpair": [11, 39], "ensemble_filt": 11, "dt_limit": 11, "nucleosynthesis_sourc": [11, 39], "miscellan": [11, 39], "conjunct": 11, "analyz": 12, "quickli": 12, "simplest": 12, "notebook_custom_log": [12, 13, 14, 15, 16], "path": [12, 16, 19, 20, 22, 23, 26, 29, 30, 31, 34, 37, 40], "logfil": [12, 20, 23, 40], "uncom": [12, 13, 14, 15, 16, 17], "docstr": [12, 23, 25, 40], "12461": 12, "test_logfil": 12, "txt": [12, 16, 19, 23, 31, 40, 41], "22065": 12, "11003": 12, "1302": 12, "11582": 12, "2424": 12, "12325": 12, "1085": 12, "12457": 12, "1301": 12, "12460": 12, "8955": 12, "shrinkagb": 12, "1490": 12, "custom_log": [12, 19, 21, 22], "custom_logging_print_stat": 12, "000000000000e": 12, "column_nam": 12, "initial_mass": [12, 19], "value_lin": 12, "chose": 12, "startswith": 12, "split_lin": 12, "el": [12, 16], "numpi": [12, 16, 18, 19, 20, 35, 38], "arrai": [12, 16, 19, 20, 22, 32, 35, 38], "my": 12, "favorit": 12, "queri": [12, 26], "example_df": 12, "iloc": [12, 19], "drop": 12, "000001": 12, "000002": 12, "000003": 12, "1250": 12, "061259": 12, "718593": 12, "1251": 12, "149038": 12, "678026": 12, "1252": 12, "13461": 12, "1253": 12, "14461": 12, "row": [12, 19, 25], "notebook_popul": [12, 16], "everyth": [12, 16, 21, 22], "accordingli": [12, 14, 15, 16], "example_pop": [12, 16], "stuff": [12, 16, 22], "libcustom_logging_34a350b8f15c4d149deab88632948c99": 12, "np": [12, 18, 19, 38], "object_parse_funct": 12, "output_fil": [12, 20, 31, 34], "output_dir": [12, 16, 31], "example_output": 12, "values_arrai": 12, "fill": [12, 20], "anywai": [12, 16, 32, 35], "written_data": 12, "0x7f35b603e9d0": 12, "previous": [12, 16, 26], "libcustom_logging_446fe4cddfa94946bcafd55591ef3730": 12, "under": [12, 38], "hood": 12, "fewer": 12, "failsaf": 12, "notebook_api_funct": 12, "But": 12, "caught": [12, 20, 39], "correctli": [12, 19, 23, 40], "notebook_luminosity_funct": 13, "ipynb": [13, 14, 15, 16], "conceptu": 13, "public": [13, 14, 15, 16, 23], "purpos": [13, 14, 15, 16, 22, 25], "synthesi": [13, 14, 15, 16, 22, 23, 40], "side": [13, 14, 15, 16], "binarygrid": [13, 14, 15, 16], "predefin": [13, 14, 15, 16, 32], "assign": [13, 14, 15, 16, 35], "chosen": [13, 14, 15, 16, 35], "trio": [13, 14, 15, 16], "throughout": [13, 14, 15, 16, 35], "theoret": [13, 14, 15], "integr": [13, 14, 15, 32, 38], "densiti": [13, 14, 15, 32], "later": [13, 14, 15, 22], "accur": [13, 14, 15], "next": [13, 14, 15, 16, 20], "_1": [13, 14, 15], "cubic": 13, "cube": 13, "nre": [13, 38], "document": [13, 14, 15, 16, 22, 24, 31, 34], "recompil": [13, 14, 15, 16, 23, 40], "somewhat": [13, 14, 15, 16, 17], "perfectli": [13, 14, 15], "strictli": [13, 14, 15], "zero_age_main_sequence_starn": 13, "unresolv": 13, "model_numb": [13, 14, 15], "equival": [13, 22, 26], "capit": [13, 14, 15], "zero_age_main_sequence_star": [13, 14, 15], "1dex": [13, 14, 15], "binned_log_luminos": [13, 14, 15], "binary_c_grid_25014bc73b334765a1c09a4e4a97ed66": 13, "648566": 13, "690": 13, "1354": 13, "1355": 13, "11e": 13, "7e": 13, "1494": 13, "3m": 13, "7mb": 13, "1539": 13, "0m": 13, "1585": 13, "4m": 13, "36e": 13, "607": 13, "5m": 13, "56e": 13, "7m": 13, "79e": 13, "1703": 13, "83e": 13, "1749": 13, "9m": 13, "1780": 13, "14e": 13, "32e": 13, "44e": 13, "1879": 13, "52e": 13, "8mb": 13, "1910": 13, "1m": 13, "67e": 13, "1947": 13, "78e": 13, "5e": 13, "1968": 13, "82e": 13, "98e": 13, "15e": 13, "2048": 13, "24e": 13, "2071": 13, "31e": 13, "2091": 13, "42e": 13, "620": 13, "2122": 13, "55e": 13, "2143": 13, "59e": [13, 16], "623": 13, "2164": 13, "70e": 13, "2183": 13, "80e": 13, "2206": 13, "91e": 13, "2232": 13, "99e": 13, "2245": 13, "06e": 13, "2258": 13, "21e": 13, "2269": 13, "6m": 13, "2282": 13, "51e": 13, "2300": 13, "63e": 13, "2329": 13, "72e": 13, "2348": 13, "73e": 13, "2365": [13, 19], "81e": 13, "2383": 13, "90e": 13, "2400": 13, "2423": 13, "07e": 13, "2438": 13, "10e": 13, "2454": 13, "2466": 13, "29e": 13, "40e": 13, "2492": 13, "630": 13, "2516": 13, "2537": 13, "61e": 13, "2554": 13, "65e": 13, "2570": 13, "71e": 13, "2590": 13, "2636": 13, "2652": 13, "87e": 13, "2666": 13, "37e": 13, "75e": 13, "2746": 13, "2757": 13, "04e": 13, "2775": 13, "2795": 13, "2831": 13, "636": 13, "2845": 13, "2861": 13, "92e": 13, "2875": 13, "01e": 13, "2891": 13, "03e": 13, "2930": 13, "05e": 13, "2947": 13, "2965": 13, "2982": 13, "515": 13, "3010": 13, "3035": 13, "3059": 13, "3078": 13, "08e": 13, "3124": 13, "3148": 13, "3174": 13, "3197": 13, "3256": 13, "3294": 13, "641": 13, "3321": 13, "3348": 13, "3373": 13, "3394": 13, "642": 13, "3422": 13, "00e": 13, "3445": 13, "93e": 13, "3464": 13, "3483": 13, "96e": 13, "3509": 13, "3533": 13, "3550": 13, "3568": 13, "3588": 13, "64e": 13, "643": 13, "3622": 13, "68e": 13, "313623": 13, "3640": 13, "3657": 13, "50e": 13, "3676": 13, "53e": 13, "3706": 13, "66e": 13, "3746": 13, "3763": 13, "3786": 13, "49e": 13, "3811": 13, "5s": 13, "3832": 13, "3849": 13, "3875": 13, "3905": 13, "2s": 13, "3930": [13, 19], "41e": 13, "3931": [13, 19], "3954": 13, "19e": 13, "3977": 13, "690194": 13, "01t10": 13, "176751": 13, "1001": 13, "160675": 13, "706780": 13, "345842": 13, "155662": 13, "684890": 13, "433207": 13, "1025": 13, "162454": 13, "694517": 13, "453059": 13, "169775": 13, "456": 13, "25014bc73b334765a1c09a4e4a97ed66": 13, "38m": 13, "6485656144116352": 13, "1635760613": 13, "6602514": 13, "1635761189": 13, "652638": 13, "82563": 13, "09295167374": 13, "6438124832773024": 13, "titl": [13, 34], "l_": [13, 14, 15], "yscale": [13, 14, 15, 17], "weirdli": 13, "cost": [13, 14, 15], "observ": [13, 14, 15], "sequnec": [13, 14, 15], "notebook_luminos": [14, 15], "probtot": [14, 15], "mmax": [14, 15, 32, 38], "mmin": [14, 15, 22, 32, 38], "typeerror": 14, "traceback": [14, 17], "recent": [14, 17], "ipykernel_519112": 14, "518757914": 14, "got": [14, 15], "unexpect": 14, "keyword": [14, 25, 41], "ldist": [14, 15], "implic": [14, 15], "clearli": [14, 15], "realist": [14, 15], "went": [14, 15], "wrong": [14, 15, 23, 40], "unlik": [14, 15], "realiti": [14, 15], "law": [14, 15, 32], "kroupa": [14, 15, 32], "2001": [14, 15, 32], "update_grid_vari": [14, 15, 35], "spiki": [14, 15], "notic": [14, 15], "poor": [14, 15], "compens": [14, 15], "intens": [14, 15], "resourc": [14, 15, 26], "smarter": [14, 15], "linearli": [14, 15, 38], "renam": [14, 15, 35], "clear": [14, 15, 39], "logarithm": [14, 15, 32, 38], "old": [14, 15, 22, 35], "lnm_1": [14, 15, 16, 35], "rename_grid_vari": [14, 15, 35], "dlnm": [14, 15], "dlnm_1": [14, 15, 16, 35], "_grid_vari": [14, 15, 22, 35], "perfect": [14, 15], "wiggl": [14, 15], "artefact": [14, 15], "monoton": [14, 15], "brighten": [14, 15], "narrow": [14, 15], "co2": [14, 15], "bar": [14, 15], "isn": [14, 15, 20], "challeng": [14, 15], "notebook_luminosity_function_binari": [14, 15], "b6213f2eb7f94d3196cf966b7b76b9f9": 15, "472": [15, 19], "9999999999999998": 15, "1635760806": 15, "5066257": 15, "1635760813": 15, "4966016": 15, "3999999999996": 15, "03499999999999": 15, "218222": 15, "4b8c7f4a86e445099d73f27dffaad94b": 15, "995631": 15, "7a2e4301f5224b2cb8939d2297df0aad": 15, "621": 15, "recogn": 16, "__": 16, "45000000080": 16, "data_dir": [16, 20, 21, 22, 31], "example_python_population_result": 16, "base_filenam": [16, 21], "idea": [16, 25], "export_all_info": [16, 21], "include_popul": 16, "binary_c_default": 16, "commandlin": 16, "accept": [16, 20, 27], "include_binary_c_default": [16, 21], "include_binary_c_version_info": [16, 21], "include_binary_c_help_al": [16, 21], "fase": 16, "overriden": 16, "use_datadir": [16, 21], "outfil": [16, 21], "ok": [16, 26, 31], "example_pop_set": 16, "gz": [16, 31], "ret": 16, "easier": [16, 19, 20, 21], "discret": 16, "unweight": 16, "notabl": 16, "moe": [16, 23, 26, 27, 32], "di": [16, 23, 27, 32], "stefano": [16, 23, 27, 32], "dataset": [16, 22, 26, 27], "further": 16, "down": 16, "population_extens": [16, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39], "gridcod": [16, 21, 23, 24], "dry_parallel": [16, 35], "deeper": [16, 35], "evalu": [16, 32, 35, 38, 43], "bewar": [16, 31, 35], "insert": [16, 35], "destruct": [16, 35], "piec": [16, 19, 35], "risk": [16, 35], "rest": [16, 32, 35], "correspond": [16, 25, 30, 35, 37], "m_min": [16, 35], "m_max": [16, 32, 35], "const_linear": [16, 35, 38], "room": [16, 35], "kroupa2001": [16, 32, 35], "met": [16, 21, 26, 35], "continu": [16, 30, 35, 37], "stepsiz": [16, 35], "parallel": [16, 35], "block": [16, 35], "comment": [16, 26, 30, 37], "test_pop": 16, "Or": [16, 19], "example_compact_object": 16, "makedir": [16, 20], "exist_ok": [16, 20], "seper": 16, "outfilenam": 16, "headerlin": 16, "isnt": 16, "valueerror": 16, "0x7f2b6ca163a0": 16, "grid_vari": [16, 22], "0443872": 16, "598268106227e": 16, "30592": 16, "75988": 16, "00193614": 16, "436983545111e": 16, "35842": 16, "9948": 16, "00144093": 16, "690157944401e": 16, "43124": 16, "7998": 16, "00107238": 16, "242397939068e": 16, "52416": 16, "3205": 16, "000798096": 16, "756794139032e": 16, "66914": 16, "7394": 16, "000593966": 16, "401414766976e": 16, "73729": 16, "2857": 16, "000442046": 16, "536373523810e": 16, "80677": 16, "000328983": 16, "393982410080e": 16, "82164": 16, "9844": 16, "000244839": 16, "396470605248e": 16, "82129": 16, "9508": 16, "000182216": 16, "subprocess": 16, "399005684057e": 16, "82041": 16, "7151": 16, "00013561": 16, "443375325717e": 16, "81645": 16, "9909": 16, "000100925": 16, "451195752942e": 16, "81559": 16, "51114e": 16, "452661646076e": 16, "81543": 16, "ce756bb317f64099a459bf8b55a746ac": 16, "metadata": [16, 21, 23, 24, 35], "population_id": [16, 22], "044387171445641534": 16, "1646563001": 16, "7193637": 16, "1646563002": 16, "4480088": 16, "time_elaps": [16, 28], "7286450862884521": 16, "649": 16, "905447944397": 16, "28133908148630704": 16, "write_binary_c_calls_to_fil": [16, 31], "dataio": [16, 21, 23, 24], "output_filenam": [16, 31], "include_default": [16, 31], "system_gener": [16, 31], "wouldn": [16, 31], "basic": [16, 31], "datadir": [16, 31], "binary_c_cal": [16, 31], "calls_filenam": 16, "binary_c_grid_ce756bb317f64099a459bf8b55a746ac": 16, "2406484012210224": 16, "22723621650191106": 16, "011394572976608001": 16, "812296769855663": 16, "22723621650191117": 16, "008480166685456411": 16, "5297876799548944": 16, "006311182276049824": 16, "430329401616038": 16, "004696962123378559": 16, "thats": 16, "evolve_popul": 16, "isfil": 16, "0fa4c2b8707741a5ab41d209ef95a3a4": 16, "regist": 16, "expand": 16, "intend": 16, "mass_1": [16, 19, 25], "zams_mass_1": 16, "mass_2": [16, 19, 25], "zams_mass_2": 16, "prev_stellar_type_1": 16, "prev_stellar_type_2": 16, "example_dco": 16, "logger": 16, "safe": [16, 31], "0211592": 16, "0eb5c0c9abd34607a6ee060b26a7e32f": 16, "378266748188e": 16, "66293": 16, "9713": 16, "78767": 16, "8178": 16, "000339963": 16, "817608462595e": 16, "82104": 16, "41436": 16, "000193036": 16, "422997711686e": 16, "82479": 16, "82171": 16, "2535": 16, "205711924468e": 16, "73765": 16, "notebook_solar_system": 17, "mercuri": 17, "1mmercuri": 17, "orbital_separ": 17, "1amercuri": 17, "star1": 17, "orbital_eccentr": 17, "venu": 17, "1mvenu": 17, "1avenu": 17, "earth": 17, "1mearth": 17, "1aearth": 17, "mar": 17, "1mmar": 17, "1amar": 17, "jupit": 17, "1mjupit": 17, "1ajupit": 17, "saturn": 17, "1msaturn": 17, "1asaturn": 17, "uranu": 17, "1muranu": 17, "1auranu": 17, "neptun": 17, "1mneptun": 17, "1aneptun": 17, "pluto": 17, "1mpluto": 17, "1apluto": 17, "2444": 17, "planet": 17, "central": 17, "cs1": 17, "superflu": 17, "fourth": 17, "nameerror": 17, "ipykernel_216542": 17, "1241251901": 17, "dtype": [17, 18, 19], "argh": 17, "sun": 17, "df": [17, 18, 19, 25], "ci": 17, "legend": [17, 19], "xx": 17, "head": 17, "loc": 17, "yy": 17, "au": 17, "swallow": 17, "although": 17, "mess": 17, "push": 17, "beyond": 17, "explor": 17, "vs": [17, 25], "ylim": 17, "toasti": 17, "distant": 17, "futur": 17, "example_parse_output": [18, 20], "100000000000": [18, 19], "float64": [18, 19], "logi": 18, "axessubplot": 18, "xlabel": 18, "server": 19, "nov": 19, "binary_c_python_api": 19, "nbinary_c": 19, "example_header_1": 19, "st1": 19, "st2": 19, "3540": 19, "example_header_2": 19, "initial_grid": 19, "tempfil": 19, "gettempdir": 19, "test_log": 19, "7106": 19, "786e": 19, "7509": 19, "8427e": 19, "8435e": 19, "1380": 19, "9373e": 19, "0900": 19, "2934e": 19, "726": 19, "3081e": 19, "2118": 19, "3702e": 19, "2646": 19, "34421": 19, "d48r": 19, "0570946": 19, "458272": 19, "13108": 19, "562029": 19, "924056": 19, "89211": 19, "78817": 19, "113492": 19, "80602": 19, "124379": 19, "7087": 19, "7695": 19, "608402": 19, "696003": 19, "796455": 19, "0834973": 19, "85661": 19, "3914": 19, "524629": 19, "634667": 19, "func_memaddr": 19, "run_binary_custom_log": 19, "3e": 19, "serv": [19, 20], "parse_output": 19, "behind": 19, "scene": 19, "background": 19, "inlin": 19, "mind": 19, "result_example_header_1": 19, "selected_head": [19, 20], "result_example_header_2": 19, "cast": [19, 20], "df2": 19, "81762e": 19, "000000e": 19, "00000": 19, "817620e": 19, "3927": 19, "102750e": 19, "33817": 19, "62124": 19, "896110e": 19, "202750e": 19, "3929": 19, "302750e": 19, "402750e": 19, "500000e": 19, "3932": 19, "doesnt": [19, 34], "autogener": 19, "result_example_head": 19, "000000": 19, "3630": 19, "131680e": 19, "627748": 19, "3631": 19, "231680e": 19, "3632": 19, "331680e": 19, "3633": 19, "431680e": 19, "3634": 19, "3635": 19, "run_and_calc_mass": 19, "kwarg": [19, 21, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41], "2f": 19, "last_st": 19, "last_stellar_type_change_time_1": 19, "slice": 19, "sliced_df": 19, "cut": 19, "late": 19, "final_mass": 19, "initial_tim": 19, "final_tim": 19, "mass_lost": 19, "wrt": 19, "metallicity_002": 19, "metallicity_001": 19, "metallicity_0002": 19, "mass_rang": 19, "arang": 19, "fractions_z002": 19, "fractions_z001": 19, "fractions_z0002": 19, "214274644851685": 19, "ax": 19, "subplot": 19, "nrow": 19, "ncol": 19, "m_": 19, "fontsiz": 19, "set_titl": 19, "set_yscal": 19, "save_loop": 19, "mass_loss_m": 19, "png": 19, "ep": 19, "bbox_inch": 19, "tight": 19, "verbose_print": [20, 33], "iter": 20, "context": 20, "manag": [20, 23, 40], "__enter__": 20, "stdout": [20, 22, 38], "__exit__": 20, "releas": [20, 23, 40], "call_binary_c_config": 20, "catchtim": 20, "spent": 20, "clock": 20, "exc_typ": 20, "exc_val": 20, "exc_tb": 20, "measur": 20, "check_if_in_shel": 20, "command_string_from_list": 20, "quot": 20, "conv_time_unit": 20, "hour": 20, "magnitud": 20, "convert_byt": 20, "size": [20, 22, 29], "convfloat": 20, "scalar": 20, "create_arg_str": 20, "filter_valu": 20, "create_hdf5": 20, "hdf5": 20, "hdf5file": 20, "conveni": 20, "example_head": 20, "defaultdict": 20, "rethink": 20, "filter_arg_dict": 20, "format_numb": 20, "scientif": 20, "notat": 20, "trail": [20, 38], "get_ansi_colour": 20, "color": [20, 25], "get_arg_kei": 20, "sinc": [20, 25, 32], "param_nam": 20, "fail_sil": 20, "did": [20, 23, 40], "compon": [20, 25], "categoris": 20, "silent": 20, "get_siz": 20, "seen": 20, "github": [20, 31], "bosswissam": 20, "pysiz": 20, "get_usernam": 20, "usernam": 20, "spawn": 20, "is_capsul": 20, "tell": [20, 26], "isfloat": 20, "isint": 20, "load_logfil": 20, "make_build_text": 20, "mem_us": 20, "now_object": 20, "nospac": 20, "date": [20, 21, 22], "d_": 20, "output_lin": 20, "receiv": 20, "dist": 20, "quotewrap": 20, "remove_fil": 20, "child_dir": 20, "child": 20, "full_path": 20, "timedelta": 20, "delta": [20, 38], "human": 20, "readabl": 20, "trem": 20, "dn": [20, 32], "differenti": 20, "progress": 20, "messag": [20, 21], "minimal_verbos": 20, "newlin": [20, 22, 31, 33], "charact": [20, 22, 31], "x0d": [20, 22], "carriag": [20, 22], "write_binary_c_parameter_descriptions_to_rst_fil": 20, "rst": [20, 34], "restructuredtext": 20, "save_snapshot": [21, 22, 31], "distinct": 21, "init": 21, "initial_abundance_hash": 21, "isotope_hash": 21, "isotope_list": 21, "nuclear_mass_hash": 21, "nuclear_mass_list": 21, "source_list": 21, "ensemble_list": 21, "spread": 21, "privat": [21, 23], "nice": [21, 25], "unload": 21, "custom_logging_info": 21, "grid_cod": 21, "mixin": 21, "portal": 21, "decor": 21, "staticmethod": 21, "classmethod": 21, "realpython": 21, "static": 21, "demystifi": 21, "cach": [21, 22, 23, 24, 28, 34, 38], "grid_log": [21, 23, 24], "grid_options_default": [21, 23, 24, 29], "hpc": [21, 22, 23, 24, 30, 37], "moe_di_stefano_2017": [21, 23, 24], "spacing_funct": [21, 23, 24], "reus": 21, "_pre_run_setup": 21, "relev": 21, "clean_up_custom_logging_fil": 21, "stacktrac": 21, "sy": 21, "include_population_set": 21, "all_info": 21, "flaw": 21, "rewrit": 21, "pl": 21, "population_set": 21, "return_population_set": 21, "_set": 21, "simulation_": 21, "jobid": [21, 22, 37], "job": [21, 22, 26, 30, 37], "id": [21, 22, 26, 30, 31, 32, 33, 37], "pid": 21, "hpc_jobid": [21, 26], "parse_cmdlin": 21, "return_all_info": 21, "return_binary_c_default": 21, "was_kil": 21, "meant": 22, "c_auto_log": 22, "headlin": 22, "hpc_force_join": 22, "slurm": [22, 23, 24, 26], "condor": [22, 23, 24, 26], "hpc_rebuild_joinlist": [22, 26], "joinlist": [22, 26], "moe2017_opt": 22, "cache_dir": [22, 38], "combine_ensemble_with_thread_join": 22, "ensemble_output_": 22, "thread_id": 22, "command_lin": 22, "htcondor": 22, "launch": [22, 30, 37], "condor_clusterid": [22, 30], "clusterid": [22, 30], "condor_process": [22, 30], "jobarrayindex": [22, 37], "condor_bash": 22, "bash": 22, "submit": [22, 23], "node": 22, "condor_batchnam": 22, "batchnam": 22, "appear": 22, "condor_q": 22, "condor_d": 22, "usr": 22, "condor_dir": [22, 26, 30, 37], "nf": [22, 31], "condor_env": 22, "env": [22, 25], "condor_extra_set": 22, "te": 22, "batch": 22, "overwrit": [22, 26], "condor_getenv": 22, "environ": 22, "submiss": 22, "almost": 22, "certainli": 22, "condor_initial_dir": 22, "condor_kill_sig": 22, "sigint": 22, "condor_memori": 22, "images": 22, "condor_njob": 22, "condor_postpone_join": 22, "condor_postpone_submit": 22, "tool": 22, "condor_pwd": 22, "pwd": 22, "instal": [22, 43], "condor_requir": 22, "condor_should_transfer_fil": 22, "ye": 22, "condor_snapshot_on_kil": 22, "snapshot": [22, 26, 31], "sigkil": 22, "condor_stream_error": 22, "stream": 22, "condor_stream_output": 22, "condor_submit": 22, "condor_univers": 22, "vanilla": 22, "condor_warn_max_memori": 22, "condor_when_to_transfer_output": 22, "on_exit_or_evict": 22, "custom_gener": 22, "do_analyt": 22, "do_dry_run": 22, "dry_run_hook": 22, "hook": 22, "dry_run_num_cor": 22, "ensemble_factor_in_probability_weighted_mass": 22, "probability_weighted_mass": 22, "multiprocess": 22, "exit_after_dry_run": 22, "exit_cod": 22, "failed_systems_threshold": 22, "failed_system": 22, "function_cach": 22, "certain": [22, 23, 40], "function_cache_ttl": 22, "function_cache_default_maxs": 22, "maxsiz": 22, "function_cache_default_typ": 22, "lrucach": 22, "lfucach": 22, "fifocach": 22, "mrucach": 22, "rrcach": 22, "ttlcach": 22, "nullcach": [22, 29], "nocach": 22, "cachetool": [22, 29], "fo": 22, "dummi": [22, 25, 32], "overhead": 22, "function_cache_funct": [22, 29], "gridcode_filenam": 22, "log_arg": 22, "log_args_dir": 22, "log_newlin": 22, "log_runtime_system": 22, "plan": 22, "max_queue_s": 22, "feed": 22, "modulo": 22, "multiplicity_fraction_funct": 22, "aren": [22, 32], "rhagavan": 22, "n_logging_stat": 22, "num_cores_avail": 22, "original_command_lin": 22, "original_submission_tim": 22, "original_working_diretori": 22, "Its": 22, "print_stack_on_exit": 22, "stack": 22, "trace": 22, "restore_from_snapshot_dir": 22, "restore_from_snapshot_fil": [22, 26], "return_after_dry_run": 22, "run_zero_probability_system": 22, "rungrid": 22, "save_ensemble_chunk": 22, "save_population_object": [22, 31], "skip_befor": 22, "slurm_arrai": 22, "slurm_array_max_job": 22, "concurr": 22, "slurm_bash": 22, "slurm_dat": 22, "slurm_dir": [22, 26, 30, 37], "slurm_env": 22, "slurm_extra_set": 22, "slurm_jobarrayindex": [22, 37], "slurm_jobid": [22, 37], "slurm_jobnam": 22, "slurm_memori": 22, "megabyt": 22, "understand": 22, "512mb": 22, "slurm_njob": 22, "slurm_ntask": 22, "slurm_partit": 22, "partit": 22, "local": [22, 32], "sview": 22, "slurm_postpone_join": 22, "slurm_postpone_sbatch": 22, "sbatch": 22, "slurm_pwd": 22, "slurm_sbatch": 22, "slurm_tim": 22, "slurm_warn_max_memori": 22, "excess": 22, "mistak": 22, "1024mb": 22, "source_file_filenam": 22, "start_at": 22, "status_dir": 22, "stop_queu": 22, "symlink_latest_gridcod": 22, "diagnost": 22, "_repeat": 22, "reduct": 22, "working_diretori": 22, "multiplicity_model": 22, "log10m1": 22, "poisson": [22, 32], "map": 22, "quad": 22, "NO": 22, "multiplicity_modul": 22, "normalize_multipl": 22, "norm": 22, "b": [22, 31], "whichev": 22, "stick": 22, "predict": 22, "repres": 22, "canon": 22, "nonzero": 22, "q_high_extrapolation_method": 22, "q_low_extrapolation_method": 22, "extrapol": [22, 32], "flat": [22, 32], "linear2": 22, "plaw2": 22, "nolowq": 22, "_moe2017_json_data": 22, "distefano2017": 22, "_actually_evolve_system": 22, "_process_run_population_grid": 22, "_binary_c_config_execut": 22, "_binary_c_dir": 22, "director": 22, "_binary_c_execut": 22, "_binary_c_shared_librari": 22, "libbinary_c": 22, "_commandline_input": 22, "_count": 22, "counter": 22, "_custom_logging_shared_library_fil": 22, "_end_time_evolut": 22, "timestamp": [22, 28], "_errors_exceed": 22, "failed_system_log": 22, "_errors_found": 22, "encount": [22, 23, 40], "_evolution_type_opt": 22, "_failed_count": 22, "_failed_prob": 22, "_failed_systems_error_cod": 22, "_generate_grid_cod": 22, "_kill": 22, "_loaded_moe2017_data": 22, "_main_pid": 22, "master": [22, 23, 25, 40], "_population_id": 22, "char": 22, "hex": 22, "_probtot": 22, "_queue_don": 22, "_set_moe2017_grid": 22, "_start_time_evolut": 22, "_store_memaddr": 22, "_system_gener": 22, "_total_mass_run": 22, "_total_probability_weighted_mass_run": 22, "_total_starcount": 22, "_zero_prob_stars_skip": 22, "coverag": [23, 40], "jeff": [23, 40], "andrew": [23, 40], "robert": [23, 40], "meet": [23, 40], "least": [23, 40], "eol": [23, 40], "root": [23, 40], "ld_library_path": [23, 40], "libgsl": [23, 40], "libmemo": [23, 40], "librinterpol": [23, 40], "library_path": [23, 40], "gsl_dir": [23, 40], "gsl": [23, 40], "dir": [23, 30, 40], "binary_c2": [23, 40], "latest": [23, 40], "virtual": [23, 40], "sh": [23, 40], "install_without_depend": [23, 40], "reinstal": [23, 40], "suit": [23, 40], "whenev": [23, 40], "virtualenviron": [23, 40], "contribut": [23, 40], "development_requir": [23, 40], "hesit": [23, 40], "discuss": [23, 40], "generate_doc": [23, 40], "generate_report": [23, 40], "exhaust": [23, 40], "solut": [23, 40], "mesa": [23, 40], "mesasdk_root": [23, 40], "mesasdk_init": [23, 40], "interfer": [23, 40], "throw": [23, 40], "unrecogn": [23, 40], "ftz": [23, 40], "flto": [23, 40], "due": [23, 40], "cflag": [23, 40], "avaibl": [23, 40], "1ckzg0p9": [23, 40], "egg": [23, 40], "pkg": [23, 40], "filenotfounderror": [23, 40], "errno": [23, 40], "jupyt": [23, 40], "seem": [23, 25, 34, 40], "everytim": [23, 40], "rebuilt": [23, 40], "plot_funct": [23, 24], "useful_func": [23, 24], "nucsyn": 23, "misc": 23, "sampler": 23, "visit": 23, "gitlab": 23, "repo": 23, "plot_system": 25, "loos": 25, "admittedli": 25, "customis": 25, "regardless": 25, "color_by_index": 25, "placehold": [25, 29, 30, 31], "parse_function_hr_diagram": 25, "hr": 25, "parse_function_mass": 25, "parse_function_orbit": 25, "plot_hr_diagram": 25, "show_stellar_typ": 25, "show_plot": 25, "use_astropy_valu": 25, "plot_hr_diagram_singl": 25, "radius_1": 25, "radius_2": 25, "luminosity_1": 25, "luminosity_2": 25, "teff_1": 25, "teff_2": 25, "hd": 25, "astropi": 25, "stefan": 25, "boltzman": 25, "plot_mass": 25, "pms_mass_1": 25, "pms_mass_2": 25, "quantiti": 25, "pm": 25, "mayb": 25, "plot_orbit": 25, "plot_typ": 25, "preset": 25, "mass_evolut": 25, "orbit_evolut": 25, "hr_diagram": 25, "against": 25, "pick": 25, "pane": 25, "distefano": [26, 27, 32], "hpc_can_join": 26, "joinfil": 26, "joiningfil": 26, "hpc_check_requir": 26, "hpc_dir": 26, "hpc_dump_statu": 26, "hpc_get_statu": 26, "job_id": 26, "job_index": 26, "hpc_grid": 26, "makejoiningfil": 26, "hpc_task": 26, "exclud": 26, "hpc_id_filenam": 26, "hpc_id_from_dir": 26, "hpc_job": 26, "hpc_jobid_tupl": 26, "hpc_job_id_rang": 26, "hpc_job_task": 26, "hpc_job_typ": 26, "hpc_join_from_fil": 26, "newobj": 26, "hpc_join_previ": 26, "hpc_joinlist": 26, "hpc_load_joinfiles_list": 26, "hpc_make_joiningfil": 26, "error_on_overwrit": 26, "hpc_njob": 26, "error_on_overwit": 26, "issu": 26, "hpc_path": 26, "hpc_queue_stat": 26, "stat": 26, "hpc_restor": 26, "restor": 26, "_restart_dir": 26, "stage": 26, "hpc_set_statu": 26, "hpc_snapshot_filenam": 26, "hpc_statu": 26, "hpc_touch": 26, "touch": [26, 31], "distrefano": 27, "interpol": [27, 32, 38], "get_moe_di_stefano_2017_default_opt": 27, "get_moe_di_stefano_2017_default_options_descript": 27, "get_moe_di_stefano_dataset": 27, "set_moe_di_stefano_set": 27, "cpu_tim": 28, "ve": 28, "make_analytics_dict": 28, "set_tim": 28, "elaps": 28, "lru": 29, "lru_": 29, "__delitem__": 29, "delet": [29, 35], "getter": 29, "__setitem__": 29, "setter": 29, "popitem": 29, "default_cache_dir": [29, 34], "setup_function_cach": 29, "cachetyp": 29, "function_cache_s": 29, "func": 29, "test_cach": 29, "replac": 30, "condorid": 30, "condor_check_requir": 30, "condor_grid": 30, "being": [30, 37], "condor_outfil": 30, "chunk": [30, 37], "condor_queue_stat": 30, "condor_status_fil": 30, "condorpath": 30, "get_condor_statu": 30, "correspon": [30, 37], "make_condor_dir": 30, "set_condor_statu": 30, "held": [30, 37], "io": 31, "nfs_flush_hack": 31, "opendir": 31, "closedir": 31, "complaint": 31, "unclos": 31, "scandir": 31, "nfspath": 31, "mount": 31, "compression_typ": 31, "dir_ok": 31, "load_population_object": 31, "load_snapshot": 31, "preloaded_popul": 31, "locked_clos": 31, "partner": 31, "locked_open_for_writ": 31, "unlock": 31, "lock_suffix": 31, "lock_timeout": 31, "lock_lifetim": 31, "exists_ok": 31, "fatal_open_error": 31, "mode": 31, "lockfil": 31, "flufl": 31, "file_object": 31, "lock_object": 31, "merge_popul": 31, "refpop": 31, "newpop": 31, "merge_populations_from_fil": 31, "closefd": 31, "compresslevel": 31, "population_object": 31, "confirm": 31, "gzip": 31, "pickl": 31, "compress_pickl": 31, "lucianopaz": 31, "shared_memori": 31, "set_statu": 31, "format_stat": 31, "process_": 31, "snapshot_filenam": 31, "wait_for_unlock": 31, "wait": 31, "write_ensembl": 31, "recognis": 31, "bz2": 31, "msgpack": 31, "support": 31, "grid_ensemble_result": [31, 36], "stackoverflow": 32, "28060251": 32, "hi": 32, "gonna": 32, "mathieu": 32, "sfh": 32, "redshift": 32, "enough": 32, "arenou2010_binary_fract": 32, "c2": 32, "sp": 32, "opm": 32, "fa": 32, "rssd": 32, "esa": 32, "doc_fetch": 32, "php": 32, "2969346": 32, "izzard2012_period_distribut": 32, "log10pmin": 32, "duquennoi": 32, "mayor": 32, "1991": 32, "spectral": 32, "15msun": 32, "sana": 32, "3msun": 32, "dlogp": 32, "raghavan": 32, "gaussian": [32, 38], "log10p": 32, "logp": 32, "m0": 32, "p1": 32, "p2": 32, "p3": 32, "moe_di_stefano_2017_multiplicity_fract": 32, "6e1": 32, "moe_di_stefano_2017_pdf": 32, "m3": 32, "m4": 32, "ecc2": 32, "ecc3": 32, "build_q_tabl": 32, "independ": 32, "q_min": 32, "renormalis": 32, "lowest": 32, "qmin": 32, "goal": 32, "boundari": 32, "calc_p_integr": 32, "min_logp": 32, "max_logp": 32, "integrals_str": 32, "interpolator_nam": 32, "mass_str": 32, "min_per": 32, "calc_e_integr": 32, "period_str": 32, "calc_total_probden": 32, "prob_dict": 32, "calculate_constants_three_part_powerlaw": 32, "law_const": 32, "slope": 32, "const_distribut": 32, "min_bound": [32, 38], "max_bound": [32, 38], "val": 32, "cosmic_sfh_madau_dickinson2014": 32, "cosmic": 32, "histori": 32, "madau": 32, "dickonson": 32, "1403": 32, "0007": 32, "mega": 32, "parsec": 32, "duquennoy1991": 32, "fill_data": 32, "sample_valu": 32, "data_dict": 32, "logmass": [32, 38], "logperiod": 32, "dstep": 32, "uniform": 32, "sigma": [32, 38], "gmin": 32, "gmax": 32, "deviat": [32, 38], "gaussian_func": 32, "gaussian_normalizing_const": 32, "get_integration_constant_q": 32, "q_interpol": 32, "tmp_tabl": 32, "qdata": 32, "get_max_multipl": 32, "multiplicity_arrai": 32, "imf_chabrier2003": 32, "chabrier": 32, "pasp": 32, "imf_scalo1986": 32, "scalo": 32, "80msol": 32, "imf_scalo1998": 32, "imf_tinsley1980": 32, "tinslei": 32, "1980": 32, "interpolate_in_mass_izzard2012": 32, "ktg93": 32, "linear_extrapolation_q": 32, "qs": 32, "qlimit": 32, "end_index": 32, "merge_multipl": 32, "result_arrai": 32, "max_multipl": 32, "fold": 32, "lambda_v": 32, "nmax": 32, "improv": [32, 38], "powerlaw": 32, "min_val": 32, "max_val": 32, "powerlaw_const": 32, "powerlaw_constant_nocach": 32, "powerlaw_extrapolation_q": 32, "raghavan2010_binary_fract": 32, "zsolar": 32, "long_spectral_typ": 32, "jaschek": 32, "amin": 32, "amax": 32, "x0": 32, "x1": 32, "ln": 32, "dp": 32, "p0": 32, "generalis": 32, "vb1print": 33, "system_numb": 33, "system_dict": 33, "ey": 33, "unix": 33, "epoch": 33, "vb2print": 33, "cmdline_str": 33, "grid_options_defaults_dict": 34, "grid_options_help": 34, "grid_options_description_check": 34, "write_grid_options_to_rst_fil": 34, "With": 34, "hack": 34, "reconsid": 34, "unnecessari": 34, "get_grid_options_defaults_dict": 34, "get_grid_options_descript": 34, "print_info": 34, "undescrib": 34, "And": [34, 43], "print_option_descript": 34, "filehandl": 34, "extra_text": 34, "delete_grid_vari": 35, "oldnam": 35, "newnam": 35, "add_ensemble_metadata": 36, "combined_output_dict": 36, "add_system_metadata": 36, "get_slurm_statu": 37, "make_slurm_dir": 37, "set_slurm_statu": 37, "slurmid": 37, "slurm_check_requir": 37, "slurm_grid": 37, "slurm_outfil": 37, "slurm_queue_stat": 37, "xxx": 37, "slurm_status_fil": 37, "slurmpath": 37, "soon": 38, "const_dt": 38, "cachedir": 38, "usecach": 38, "logspac": 38, "dlogt": 38, "tmin": 38, "tmax": 38, "mindm": 38, "1msun": 38, "0msun": 38, "comma": 38, "thu": 38, "maxdm": 38, "similar": 38, "fsampl": 38, "shannon": 38, "showtabl": 38, "showlist": 38, "log10mass": 38, "const_dt_cach": 38, "add_grid_valu": 38, "1gyr": 38, "suitabl": 38, "const_int": 38, "segment": 38, "linspac": 38, "const_rang": 38, "gaussian_zoom": 38, "zoom_mean": 38, "zoom_dispers": 38, "zoom_magnitud": 38, "depth": 38, "zoom_magntiud": 38, "peak_normalized_gaussian_func": 38, "hardli": 39, "minimum_stellar_mass": 39, "parse_binary_c_version_info": 39, "version_info_str": 39, "atom": 39, "dtlimit": 39, "git_branch": 39, "git_build": 39, "email": 39, "analys": 41, "example_log": 41, "fancy_parsing_funct": 41, "notifi": 41, "unknown": 41, "centralis": 41, "abstract": 41, "stellar_type_dict": 42, "stellar_type_dict_short": 42, "abbrevi": 42, "collect": 43, "binary_star": 43, "calc_period_from_sep": 43, "invers": 43, "zams_collis": 43, "collid": 43, "roche_lob": 43, "ragb": 43, "minimum_period_for_rlof": 43, "minimum_separation_for_rlof": 43, "maximum_mass_ratio_for_rlof": 43, "upon": 43, "r_l": 43, "1983": 43, "mass_accretor": 43, "mass_donor": 43, "rochelob": 43, "vice": 43, "versa": 43, "1996": 43, "mnra": 43, "pericent": 43}, "objects": {"binarycpython.utils": [[1, 0, 0, "-", "custom_logging_functions"], [2, 0, 0, "-", "dicts"], [3, 0, 0, "-", "ensemble"], [20, 0, 0, "-", "functions"], [21, 0, 0, "-", "grid"], [25, 0, 0, "-", "plot_functions"], [41, 0, 0, "-", "run_system_wrapper"], [42, 0, 0, "-", "stellar_types"], [43, 0, 0, "-", "useful_funcs"]], "binarycpython.utils.custom_logging_functions": [[1, 1, 1, "", "autogen_C_logging_code"], [1, 1, 1, "", "binary_c_log_code"], [1, 1, 1, "", "binary_c_write_log_code"], [1, 1, 1, "", "compile_shared_lib"], [1, 1, 1, "", "create_and_load_logging_function"], [1, 1, 1, "", "from_binary_c_config"], [1, 1, 1, "", "return_compilation_dict"]], "binarycpython.utils.dicts": [[2, 2, 1, "", "AutoVivificationDict"], [2, 1, 1, "", "count_keys_recursive"], [2, 1, 1, "", "custom_sort_dict"], [2, 1, 1, "", "filter_dict"], [2, 1, 1, "", "filter_dict_through_values"], [2, 1, 1, "", "inspect_dict"], [2, 1, 1, "", "keys_to_floats"], [2, 1, 1, "", "merge_dicts"], [2, 1, 1, "", "multiply_float_values"], [2, 1, 1, "", "multiply_values_dict"], [2, 1, 1, "", "normalize_dict"], [2, 1, 1, "", "prepare_dict"], [2, 1, 1, "", "recursive_change_key_to_float"], [2, 1, 1, "", "recursive_change_key_to_string"], [2, 1, 1, "", "set_opts"], [2, 1, 1, "", "subtract_dicts"], [2, 1, 1, "", "update_dicts"]], "binarycpython.utils.dicts.AutoVivificationDict": [[2, 3, 1, "", "__getitem__"], [2, 3, 1, "", "__iadd__"]], "binarycpython.utils.ensemble": [[3, 2, 1, "", "BinarycDecoder"], [3, 2, 1, "", "BinarycEncoder"], [3, 1, 1, "", "binaryc_json_serializer"], [3, 1, 1, "", "ensemble_compression"], [3, 1, 1, "", "ensemble_file_type"], [3, 1, 1, "", "ensemble_setting"], [3, 1, 1, "", "extract_ensemble_json_from_string"], [3, 1, 1, "", "format_ensemble_results"], [3, 1, 1, "", "handle_ensemble_string_to_json"], [3, 1, 1, "", "load_ensemble"], [3, 1, 1, "", "open_ensemble"]], "binarycpython.utils.ensemble.BinarycDecoder": [[3, 3, 1, "", "decode"]], "binarycpython.utils.ensemble.BinarycEncoder": [[3, 3, 1, "", "default"]], "binarycpython.utils.functions": [[20, 2, 1, "", "Capturing"], [20, 1, 1, "", "bin_data"], [20, 1, 1, "", "call_binary_c_config"], [20, 2, 1, "", "catchtime"], [20, 1, 1, "", "check_if_in_shell"], [20, 1, 1, "", "command_string_from_list"], [20, 1, 1, "", "conv_time_units"], [20, 1, 1, "", "convert_bytes"], [20, 1, 1, "", "convfloat"], [20, 1, 1, "", "create_arg_string"], [20, 1, 1, "", "create_hdf5"], [20, 1, 1, "", "datalinedict"], [20, 1, 1, "", "example_parse_output"], [20, 1, 1, "", "filter_arg_dict"], [20, 1, 1, "", "format_number"], [20, 1, 1, "", "get_ANSI_colours"], [20, 1, 1, "", "get_arg_keys"], [20, 1, 1, "", "get_defaults"], [20, 1, 1, "", "get_help"], [20, 1, 1, "", "get_help_all"], [20, 1, 1, "", "get_help_super"], [20, 1, 1, "", "get_size"], [20, 1, 1, "", "get_username"], [20, 1, 1, "", "imports"], [20, 1, 1, "", "is_capsule"], [20, 1, 1, "", "isfloat"], [20, 1, 1, "", "isint"], [20, 1, 1, "", "load_logfile"], [20, 1, 1, "", "make_build_text"], [20, 1, 1, "", "mem_use"], [20, 1, 1, "", "now"], [20, 1, 1, "", "output_lines"], [20, 1, 1, "", "pad_output_distribution"], [20, 1, 1, "", "quotewrap"], [20, 1, 1, "", "remove_file"], [20, 1, 1, "", "temp_dir"], [20, 1, 1, "", "timedelta"], [20, 1, 1, "", "trem"], [20, 1, 1, "", "verbose_print"], [20, 1, 1, "", "write_binary_c_parameter_descriptions_to_rst_file"]], "binarycpython.utils.functions.Capturing": [[20, 3, 1, "", "__enter__"], [20, 3, 1, "", "__exit__"]], "binarycpython.utils.functions.catchtime": [[20, 3, 1, "", "__enter__"], [20, 3, 1, "", "__exit__"]], "binarycpython.utils.grid": [[21, 2, 1, "", "Population"]], "binarycpython.utils.grid.Population": [[21, 3, 1, "", "clean"], [21, 3, 1, "", "evolve"], [21, 3, 1, "", "evolve_single"], [21, 3, 1, "", "exit"], [21, 3, 1, "", "export_all_info"], [21, 3, 1, "", "jobID"], [21, 3, 1, "", "parse_cmdline"], [21, 3, 1, "", "return_all_info"], [21, 3, 1, "", "return_binary_c_defaults"], [21, 3, 1, "", "return_population_settings"], [21, 3, 1, "", "set"], [21, 3, 1, "", "was_killed"]], "binarycpython.utils.plot_functions": [[25, 1, 1, "", "color_by_index"], [25, 1, 1, "", "dummy"], [25, 1, 1, "", "parse_function_hr_diagram"], [25, 1, 1, "", "parse_function_masses"], [25, 1, 1, "", "parse_function_orbit"], [25, 1, 1, "", "plot_HR_diagram"], [25, 1, 1, "", "plot_masses"], [25, 1, 1, "", "plot_orbit"], [25, 1, 1, "", "plot_system"]], "binarycpython.utils.population_extensions": [[26, 0, 0, "-", "HPC"], [27, 0, 0, "-", "Moe_di_Stefano_2017"], [28, 0, 0, "-", "analytics"], [29, 0, 0, "-", "cache"], [30, 0, 0, "-", "condor"], [31, 0, 0, "-", "dataIO"], [32, 0, 0, "-", "distribution_functions"], [33, 0, 0, "-", "grid_logging"], [34, 0, 0, "-", "grid_options_defaults"], [35, 0, 0, "-", "gridcode"], [36, 0, 0, "-", "metadata"], [37, 0, 0, "-", "slurm"], [38, 0, 0, "-", "spacing_functions"], [39, 0, 0, "-", "version_info"]], "binarycpython.utils.population_extensions.HPC": [[26, 2, 1, "", "HPC"]], "binarycpython.utils.population_extensions.HPC.HPC": [[26, 3, 1, "", "HPC_can_join"], [26, 3, 1, "", "HPC_check_requirements"], [26, 3, 1, "", "HPC_dir"], [26, 3, 1, "", "HPC_dirs"], [26, 3, 1, "", "HPC_dump_status"], [26, 3, 1, "", "HPC_get_status"], [26, 3, 1, "", "HPC_grid"], [26, 3, 1, "", "HPC_id_filename"], [26, 3, 1, "", "HPC_id_from_dir"], [26, 3, 1, "", "HPC_job"], [26, 3, 1, "", "HPC_jobID"], [26, 3, 1, "", "HPC_jobID_tuple"], [26, 3, 1, "", "HPC_job_id_range"], [26, 3, 1, "", "HPC_job_task"], [26, 3, 1, "", "HPC_job_type"], [26, 3, 1, "", "HPC_join_from_files"], [26, 3, 1, "", "HPC_join_previous"], [26, 3, 1, "", "HPC_joinlist"], [26, 3, 1, "", "HPC_load_joinfiles_list"], [26, 3, 1, "", "HPC_make_joiningfile"], [26, 3, 1, "", "HPC_njobs"], [26, 3, 1, "", "HPC_path"], [26, 3, 1, "", "HPC_queue_stats"], [26, 3, 1, "", "HPC_restore"], [26, 3, 1, "", "HPC_set_status"], [26, 3, 1, "", "HPC_snapshot_filename"], [26, 3, 1, "", "HPC_status"], [26, 3, 1, "", "HPC_touch"]], "binarycpython.utils.population_extensions.Moe_di_Stefano_2017": [[27, 2, 1, "", "Moe_di_Stefano_2017"]], "binarycpython.utils.population_extensions.Moe_di_Stefano_2017.Moe_di_Stefano_2017": [[27, 3, 1, "", "Moe_di_Stefano_2017"], [27, 3, 1, "", "get_Moe_di_Stefano_2017_default_options"], [27, 3, 1, "", "get_Moe_di_Stefano_2017_default_options_description"], [27, 3, 1, "", "get_moe_di_stefano_dataset"], [27, 3, 1, "", "set_moe_di_stefano_settings"]], "binarycpython.utils.population_extensions.analytics": [[28, 2, 1, "", "analytics"]], "binarycpython.utils.population_extensions.analytics.analytics": [[28, 3, 1, "", "CPU_time"], [28, 3, 1, "", "make_analytics_dict"], [28, 3, 1, "", "set_time"], [28, 3, 1, "", "time_elapsed"]], "binarycpython.utils.population_extensions.cache": [[29, 2, 1, "", "cache"]], "binarycpython.utils.population_extensions.cache.cache": [[29, 2, 1, "", "NullCache"], [29, 3, 1, "", "default_cache_dir"], [29, 3, 1, "", "setup_function_cache"], [29, 3, 1, "", "test_caches"]], "binarycpython.utils.population_extensions.cache.cache.NullCache": [[29, 3, 1, "", "__delitem__"], [29, 3, 1, "", "__getitem__"], [29, 3, 1, "", "__setitem__"], [29, 3, 1, "", "popitem"]], "binarycpython.utils.population_extensions.condor": [[30, 2, 1, "", "condor"]], "binarycpython.utils.population_extensions.condor.condor": [[30, 3, 1, "", "condorID"], [30, 3, 1, "", "condor_check_requirements"], [30, 3, 1, "", "condor_dirs"], [30, 3, 1, "", "condor_grid"], [30, 3, 1, "", "condor_outfile"], [30, 3, 1, "", "condor_queue_stats"], [30, 3, 1, "", "condor_status_file"], [30, 3, 1, "", "condorpath"], [30, 3, 1, "", "get_condor_status"], [30, 3, 1, "", "make_condor_dirs"], [30, 3, 1, "", "set_condor_status"]], "binarycpython.utils.population_extensions.dataIO": [[31, 2, 1, "", "dataIO"]], "binarycpython.utils.population_extensions.dataIO.dataIO": [[31, 3, 1, "", "NFS_flush_hack"], [31, 3, 1, "", "NFSpath"], [31, 3, 1, "", "compression_type"], [31, 3, 1, "", "dir_ok"], [31, 3, 1, "", "load_population_object"], [31, 3, 1, "", "load_snapshot"], [31, 3, 1, "", "locked_close"], [31, 3, 1, "", "locked_open_for_write"], [31, 3, 1, "", "merge_populations"], [31, 3, 1, "", "merge_populations_from_file"], [31, 3, 1, "", "open"], [31, 3, 1, "", "save_population_object"], [31, 3, 1, "", "save_snapshot"], [31, 3, 1, "", "set_status"], [31, 3, 1, "", "snapshot_filename"], [31, 3, 1, "", "wait_for_unlock"], [31, 3, 1, "", "write_binary_c_calls_to_file"], [31, 3, 1, "", "write_ensemble"]], "binarycpython.utils.population_extensions.distribution_functions": [[32, 2, 1, "", "distribution_functions"]], "binarycpython.utils.population_extensions.distribution_functions.distribution_functions": [[32, 3, 1, "", "Arenou2010_binary_fraction"], [32, 3, 1, "", "Izzard2012_period_distribution"], [32, 3, 1, "", "Kroupa2001"], [32, 3, 1, "", "Moe_di_Stefano_2017_multiplicity_fractions"], [32, 3, 1, "", "Moe_di_Stefano_2017_pdf"], [32, 3, 1, "", "build_q_table"], [32, 3, 1, "", "calc_P_integral"], [32, 3, 1, "", "calc_e_integral"], [32, 3, 1, "", "calc_total_probdens"], [32, 3, 1, "", "calculate_constants_three_part_powerlaw"], [32, 3, 1, "", "const_distribution"], [32, 3, 1, "", "cosmic_SFH_madau_dickinson2014"], [32, 3, 1, "", "duquennoy1991"], [32, 3, 1, "", "fill_data"], [32, 3, 1, "", "flat"], [32, 3, 1, "", "flatsections"], [32, 3, 1, "", "gaussian"], [32, 3, 1, "", "gaussian_func"], [32, 3, 1, "", "gaussian_normalizing_const"], [32, 3, 1, "", "get_integration_constant_q"], [32, 3, 1, "", "get_max_multiplicity"], [32, 3, 1, "", "imf_chabrier2003"], [32, 3, 1, "", "imf_scalo1986"], [32, 3, 1, "", "imf_scalo1998"], [32, 3, 1, "", "imf_tinsley1980"], [32, 3, 1, "", "interpolate_in_mass_izzard2012"], [32, 3, 1, "", "ktg93"], [32, 3, 1, "", "linear_extrapolation_q"], [32, 3, 1, "", "merge_multiplicities"], [32, 3, 1, "", "number"], [32, 3, 1, "", "poisson"], [32, 3, 1, "", "powerlaw"], [32, 3, 1, "", "powerlaw_constant"], [32, 3, 1, "", "powerlaw_constant_nocache"], [32, 3, 1, "", "powerlaw_extrapolation_q"], [32, 3, 1, "", "raghavan2010_binary_fraction"], [32, 3, 1, "", "sana12"], [32, 3, 1, "", "three_part_powerlaw"]], "binarycpython.utils.population_extensions.grid_logging": [[33, 2, 1, "", "grid_logging"]], "binarycpython.utils.population_extensions.grid_logging.grid_logging": [[33, 3, 1, "", "vb1print"], [33, 3, 1, "", "vb2print"], [33, 3, 1, "", "verbose_print"]], "binarycpython.utils.population_extensions.grid_options_defaults": [[34, 2, 1, "", "grid_options_defaults"]], "binarycpython.utils.population_extensions.grid_options_defaults.grid_options_defaults": [[34, 3, 1, "", "default_cache_dir"], [34, 3, 1, "", "get_grid_options_defaults_dict"], [34, 3, 1, "", "get_grid_options_descriptions"], [34, 3, 1, "", "grid_options_description_checker"], [34, 3, 1, "", "grid_options_help"], [34, 3, 1, "", "print_option_descriptions"], [34, 3, 1, "", "write_grid_options_to_rst_file"]], "binarycpython.utils.population_extensions.gridcode": [[35, 2, 1, "", "gridcode"]], "binarycpython.utils.population_extensions.gridcode.gridcode": [[35, 3, 1, "", "add_grid_variable"], [35, 3, 1, "", "delete_grid_variable"], [35, 3, 1, "", "rename_grid_variable"], [35, 3, 1, "", "update_grid_variable"]], "binarycpython.utils.population_extensions.metadata": [[36, 2, 1, "", "metadata"]], "binarycpython.utils.population_extensions.metadata.metadata": [[36, 3, 1, "", "add_ensemble_metadata"], [36, 3, 1, "", "add_system_metadata"]], "binarycpython.utils.population_extensions.slurm": [[37, 2, 1, "", "slurm"]], "binarycpython.utils.population_extensions.slurm.slurm": [[37, 3, 1, "", "get_slurm_status"], [37, 3, 1, "", "make_slurm_dirs"], [37, 3, 1, "", "set_slurm_status"], [37, 3, 1, "", "slurmID"], [37, 3, 1, "", "slurm_check_requirements"], [37, 3, 1, "", "slurm_dirs"], [37, 3, 1, "", "slurm_grid"], [37, 3, 1, "", "slurm_outfile"], [37, 3, 1, "", "slurm_queue_stats"], [37, 3, 1, "", "slurm_status_file"], [37, 3, 1, "", "slurmpath"]], "binarycpython.utils.population_extensions.spacing_functions": [[38, 2, 1, "", "spacing_functions"]], "binarycpython.utils.population_extensions.spacing_functions.spacing_functions": [[38, 3, 1, "", "const_dt"], [38, 3, 1, "", "const_int"], [38, 3, 1, "", "const_linear"], [38, 3, 1, "", "const_ranges"], [38, 3, 1, "", "gaussian_zoom"], [38, 3, 1, "", "peak_normalized_gaussian_func"]], "binarycpython.utils.population_extensions.version_info": [[39, 2, 1, "", "version_info"]], "binarycpython.utils.population_extensions.version_info.version_info": [[39, 3, 1, "", "minimum_stellar_mass"], [39, 3, 1, "", "parse_binary_c_version_info"], [39, 3, 1, "", "return_binary_c_version_info"]], "binarycpython.utils.run_system_wrapper": [[41, 1, 1, "", "run_system"]], "binarycpython.utils.useful_funcs": [[43, 1, 1, "", "calc_period_from_sep"], [43, 1, 1, "", "calc_sep_from_period"], [43, 1, 1, "", "maximum_mass_ratio_for_RLOF"], [43, 1, 1, "", "minimum_period_for_RLOF"], [43, 1, 1, "", "minimum_separation_for_RLOF"], [43, 1, 1, "", "ragb"], [43, 1, 1, "", "roche_lobe"], [43, 1, 1, "", "rzams"], [43, 1, 1, "", "zams_collision"]]}, "objtypes": {"0": "py:module", "1": "py:function", "2": "py:class", "3": "py:method"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"], "2": ["py", "class", "Python class"], "3": ["py", "method", "Python method"]}, "titleterms": {"binary_c": [0, 7, 9, 11, 12, 16, 19, 23, 40], "paramet": [0, 11], "section": 0, "star": [0, 6, 15, 16], "binari": [0, 5, 6, 13, 16, 19], "nucsyn": 0, "output": [0, 6, 8, 13, 14, 15, 16], "input": 0, "i": 0, "o": 0, "algorithm": 0, "misc": 0, "custom_logging_funct": 1, "modul": [1, 2, 3, 20, 21, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43], "dict": 2, "ensembl": 3, "exampl": [4, 5, 6, 7, 8, 9, 11, 13, 14, 15, 16, 17, 18, 19, 23, 40], "notebook": [4, 19], "content": [4, 23], "us": [5, 6, 7, 8, 9, 13, 14, 15, 17, 19], "case": [5, 6, 8, 13, 14, 15, 17], "black": 5, "hole": 5, "system": [5, 12, 17], "hertzsprung": 6, "russel": 6, "diagram": 6, "set": [6, 7, 8, 13, 14, 15, 16], "up": [6, 7, 8, 13, 14, 15, 16], "popul": [6, 8, 9, 12, 13, 14, 15, 16, 21, 22, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39], "object": [6, 8, 9, 12, 13, 14, 15, 16], "stellar": [6, 8, 13, 14], "grid": [6, 8, 13, 14, 15, 16, 22], "log": [6, 8, 9, 13, 14, 15, 16, 19], "handl": [6, 8, 13, 14, 15, 16], "evolv": [6, 8, 13, 14, 15, 16], "tutori": [7, 9, 11, 12, 16], "api": [7, 9, 12, 17, 19], "function": [7, 11, 12, 13, 14, 15, 16, 17, 19, 20], "python": [7, 9, 11, 12, 16, 19, 23, 40], "usag": [7, 9, 23, 40], "free": 7, "store": 7, "get": [7, 11], "inform": [7, 11], "from": [7, 9, 23, 40], "common": 8, "envelop": 8, "evolut": [8, 9], "custom": [9, 19], "routin": 9, "when": 9, "run": [9, 12, 16, 19, 23, 40], "directli": 9, "string": 9, "compact": 9, "mass": [9, 14, 15], "supernova": 9, "extra": 11, "featur": 11, "about": 11, "build": [11, 23, 40], "pars": 11, "dictionari": 11, "modif": 11, "individu": 12, "singl": [12, 16], "run_system_wrapp": [12, 41], "via": [12, 23, 40], "zero": [13, 14], "ag": [13, 14], "luminos": [13, 14, 15], "ad": [13, 14, 15, 16], "variabl": [13, 14, 15, 16, 23, 40], "zam": [14, 15], "distribut": [14, 15], "initi": [14, 15], "A": [14, 15], "better": [14, 15], "sampl": [14, 15], "massiv": 15, "noteworthi": 16, "full": 16, "script": 16, "solar": 17, "basic": 18, "core": 19, "wrapper": 19, "run_binari": 19, "run_binary_with_log": 19, "line": 19, "util": 19, "run_system": 19, "other": 19, "class": [21, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39], "code": [22, 24], "option": 22, "public": 22, "moe": 22, "di": 22, "stefano": 22, "sampler": 22, "privat": 22, "welcom": 23, "s": 23, "document": [23, 40], "instal": [23, 40], "requir": [23, 40], "environ": [23, 40], "instruct": [23, 40], "pip": [23, 40], "sourc": [23, 40], "after": [23, 40], "note": [23, 40], "develop": [23, 40], "unit": [23, 40], "test": [23, 40], "faq": [23, 40], "issu": [23, 40], "indic": 23, "tabl": 23, "binarycpython": 24, "plot_funct": 25, "extens": [26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39], "hpc": 26, "moe_di_stefano_2017": 27, "analyt": 28, "cach": 29, "condor": 30, "dataio": 31, "distribution_funct": 32, "grid_log": 33, "grid_options_default": 34, "gridcod": 35, "metadata": 36, "slurm": 37, "spacing_funct": 38, "version_info": 39, "stellar_typ": 42, "useful_func": 43}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 6, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.todo": 2, "sphinx.ext.viewcode": 1, "nbsphinx": 4, "sphinx": 56}})
\ No newline at end of file
diff --git a/docs/build/html/stellar_types.html b/docs/build/html/stellar_types.html
index f626d45b7..21aeae486 100644
--- a/docs/build/html/stellar_types.html
+++ b/docs/build/html/stellar_types.html
@@ -14,6 +14,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.stellar_types">
-<span id="stellar-types-module"></span><h1>stellar_types module<a class="headerlink" href="#module-binarycpython.utils.stellar_types" title="Permalink to this headline"></a></h1>
+<span id="stellar-types-module"></span><h1>stellar_types module<a class="headerlink" href="#module-binarycpython.utils.stellar_types" title="Permalink to this heading"></a></h1>
 <dl class="simple">
 <dt>Module containing two stellar type dicts:</dt><dd><ul class="simple">
 <li><p>STELLAR_TYPE_DICT: dictionary with long names</p></li>
@@ -153,9 +154,9 @@
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/build/html/useful_funcs.html b/docs/build/html/useful_funcs.html
index e7a328290..945c03696 100644
--- a/docs/build/html/useful_funcs.html
+++ b/docs/build/html/useful_funcs.html
@@ -14,6 +14,7 @@
         <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
         <script src="_static/jquery.js"></script>
         <script src="_static/underscore.js"></script>
+        <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
         <script src="_static/doctools.js"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script src="_static/js/theme.js"></script>
@@ -124,7 +125,7 @@
 }
 </style>
 <section id="module-binarycpython.utils.useful_funcs">
-<span id="useful-funcs-module"></span><h1>useful_funcs module<a class="headerlink" href="#module-binarycpython.utils.useful_funcs" title="Permalink to this headline"></a></h1>
+<span id="useful-funcs-module"></span><h1>useful_funcs module<a class="headerlink" href="#module-binarycpython.utils.useful_funcs" title="Permalink to this heading"></a></h1>
 <p>Collection of useful functions.</p>
 <p>Part of this is copied/inspired by Rob’s binary_stars module</p>
 <dl class="simple">
@@ -350,9 +351,9 @@ determine if two stars collide on the ZAMS</p>
     provided by <a href="https://readthedocs.org">Read the Docs</a>.
   
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 
 
diff --git a/docs/source/_templates/footer.html b/docs/source/_templates/footer.html
index 439fc328a..457fbbe14 100644
--- a/docs/source/_templates/footer.html
+++ b/docs/source/_templates/footer.html
@@ -2,8 +2,8 @@
 
 {%- block extrafooter %}
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 15fbbaba24e219ad1d2633582e4a420dc4e08955 url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
+Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision a790e18a79348c20b62cbfa1af89c3f8cb1b167b url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c-python/-/tree/development_0.9.3/2.2.1">git url</a>.
 <br><br>
-Using binary_c with bit branch HEAD: git revision: "5853:20220225:db09898b6" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/HEAD">git url</a>.
+Using binary_c with bit branch branch_david: git revision: "6072:20220603:69cdd3f72" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
 {% endblock %}
\ No newline at end of file
diff --git a/docs/source/binary_c_parameters.rst b/docs/source/binary_c_parameters.rst
index 81bd07a93..1019b88d5 100644
--- a/docs/source/binary_c_parameters.rst
+++ b/docs/source/binary_c_parameters.rst
@@ -4,7 +4,7 @@ The following chapter contains all the parameters that the current version of bi
 
 
 This information was obtained by the following binary_c build:
-	**binary_c git branch**: HEAD	**binary_c git revision**: 5853:20220225:db09898b6	**Built on**: Feb 25 2022 19:21:31
+	**binary_c git branch**: branch_david	**binary_c git revision**: 6072:20220603:69cdd3f72	**Built on**: Jun  3 2022 14:44:39
 
 
 Section: stars
@@ -492,6 +492,12 @@ Section: stars
 | **Default value**: 0
 | **Extra**: Ignore
 
+| **Parameter**: PPISN_massloss_multiplier
+| **Description**: (Pulsational) Pair-Instability Supernova CO massloss multiplier: Value by which the (P)PISN massloss is multiplied. Currently only works with the new prescription. THe additional mass loss is not affected multiplied by this.
+| **Parameter input type**: Float
+| **Default value**: 1
+| **Extra**: Ignore
+
 | **Parameter**: use_LWN_fallback
 | **Description**: Flag whether to use the Nazehdin-Lovegrove-Woosley hydrogen envelope ejection at failed supernova.
 | **Parameter input type**: Integer
@@ -2378,6 +2384,30 @@ Section: output
 | **Parameter**: david_logging_function
 | **Description**: Function to choose which kind of information gets logged Requires DAVID. Choices are: 0= None, >0 for custom logging functions
 | **Parameter input type**: Integer
+| **Default value**: -1
+| **Extra**: Ignore
+
+| **Parameter**: david_tzo_logging
+| **Description**: Flag to enable logging for TZO project
+| **Parameter input type**: Integer
+| **Default value**: 0
+| **Extra**: Ignore
+
+| **Parameter**: david_ppisn_logging
+| **Description**: Flag to enable logging for PPISN project
+| **Parameter input type**: Integer
+| **Default value**: 0
+| **Extra**: Ignore
+
+| **Parameter**: david_rlof_episode_logging
+| **Description**: Flag to enable the RLOF episode logging
+| **Parameter input type**: Integer
+| **Default value**: 0
+| **Extra**: Ignore
+
+| **Parameter**: david_rlof_ensemble_logging
+| **Description**: Flag to enable the RLOF ensemble logging
+| **Parameter input type**: Integer
 | **Default value**: 0
 | **Extra**: Ignore
 
-- 
GitLab