From 4155a89bd379769ec83f35bbbd68c7e82df693ca Mon Sep 17 00:00:00 2001
From: dh00601 <dh00601@surrey.ac.uk>
Date: Sun, 9 Jan 2022 19:26:02 +0000
Subject: [PATCH] updated docs

---
 docs/build/doctrees/environment.pickle        | Bin 891712 -> 892672 bytes
 .../population_extensions/HPC.doctree         | Bin 72031 -> 71362 bytes
 .../population_extensions/gridcode.doctree    | Bin 59245 -> 54075 bytes
 docs/build/html/_images/test_coverage.svg     |   4 +-
 .../utils/custom_logging_functions.html       |   2 +-
 .../_modules/binarycpython/utils/dicts.html   |  25 +++++--
 .../binarycpython/utils/ensemble.html         |   4 +-
 .../binarycpython/utils/functions.html        |  23 +++++--
 .../_modules/binarycpython/utils/grid.html    |  20 ++++--
 .../binarycpython/utils/plot_functions.html   |   3 +-
 .../utils/population_extensions/HPC.html      |  63 ++++++++++--------
 .../Moe_di_Stefano_2017.html                  |   6 +-
 .../population_extensions/analytics.html      |   3 +-
 .../utils/population_extensions/cache.html    |  12 ++--
 .../utils/population_extensions/condor.html   |  18 +++--
 .../utils/population_extensions/dataIO.html   |  36 ++++++----
 .../distribution_functions.html               |   8 ++-
 .../population_extensions/grid_logging.html   |  14 ++--
 .../grid_options_defaults.html                |  16 +++--
 .../utils/population_extensions/gridcode.html |  23 +++++--
 .../utils/population_extensions/metadata.html |  14 ++--
 .../utils/population_extensions/slurm.html    |  20 +++---
 .../spacing_functions.html                    |   8 +--
 .../population_extensions/version_info.html   |   2 +-
 .../utils/run_system_wrapper.html             |   2 +-
 .../binarycpython/utils/useful_funcs.html     |   2 +-
 docs/build/html/_modules/index.html           |   2 +-
 docs/build/html/binary_c_parameters.html      |   2 +-
 docs/build/html/custom_logging_functions.html |   2 +-
 docs/build/html/dicts.html                    |   2 +-
 docs/build/html/ensemble.html                 |   2 +-
 docs/build/html/example_notebooks.html        |   2 +-
 docs/build/html/examples/notebook_BHBH.html   |   2 +-
 docs/build/html/examples/notebook_HRD.html    |   2 +-
 .../examples/notebook_api_functionality.html  |   2 +-
 .../notebook_common_envelope_evolution.html   |   2 +-
 .../examples/notebook_custom_logging.html     |   2 +-
 .../examples/notebook_extra_features.html     |   2 +-
 .../examples/notebook_individual_systems.html |   2 +-
 ...notebook_luminosity_function_binaries.html |   2 +-
 .../notebook_luminosity_function_single.html  |   2 +-
 .../examples/notebook_massive_remnants.html   |   2 +-
 .../html/examples/notebook_population.html    |   2 +-
 .../html/examples/notebook_solar_system.html  |   2 +-
 .../html/examples/old/basic_example.html      |   2 +-
 .../old/workshop_example_notebook.html        |   2 +-
 docs/build/html/functions.html                |   2 +-
 docs/build/html/genindex.html                 |   2 +-
 docs/build/html/grid.html                     |   2 +-
 .../build/html/grid_options_descriptions.html |   2 +-
 docs/build/html/index.html                    |   2 +-
 docs/build/html/modules.html                  |   2 +-
 docs/build/html/plot_functions.html           |   2 +-
 .../build/html/population_extensions/HPC.html |   6 +-
 .../Moe_di_Stefano_2017.html                  |   2 +-
 .../html/population_extensions/analytics.html |   2 +-
 .../html/population_extensions/cache.html     |   2 +-
 .../html/population_extensions/condor.html    |   2 +-
 .../html/population_extensions/dataIO.html    |   2 +-
 .../distribution_functions.html               |   2 +-
 .../population_extensions/grid_logging.html   |   2 +-
 .../grid_options_defaults.html                |   2 +-
 .../html/population_extensions/gridcode.html  |  62 +++++++++--------
 .../html/population_extensions/metadata.html  |   2 +-
 .../html/population_extensions/slurm.html     |   2 +-
 .../spacing_functions.html                    |   2 +-
 .../population_extensions/version_info.html   |   2 +-
 docs/build/html/py-modindex.html              |   2 +-
 docs/build/html/readme_link.html              |   2 +-
 docs/build/html/run_system_wrapper.html       |   2 +-
 docs/build/html/search.html                   |   2 +-
 docs/build/html/searchindex.js                |   2 +-
 docs/build/html/stellar_types.html            |   2 +-
 docs/build/html/useful_funcs.html             |   2 +-
 docs/source/_templates/footer.html            |   2 +-
 docs/source/badges/test_coverage.svg          |   4 +-
 76 files changed, 286 insertions(+), 208 deletions(-)

diff --git a/docs/build/doctrees/environment.pickle b/docs/build/doctrees/environment.pickle
index 608b87d150a31c4a7839459d5767c5a8a051ee40..b17e50295ff6e3b622cefb4027f0c27b31aadd6f 100644
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diff --git a/docs/build/doctrees/population_extensions/HPC.doctree b/docs/build/doctrees/population_extensions/HPC.doctree
index 4cb333230a9af5af239e1762e04560dbaa7792e5..9f32f75abf63d27e39312a4e644dfc5bb905217e 100644
GIT binary patch
delta 870
zcmYjQUr3Wt6yLeqbhFKNmwxD`O9{*+5|Jb%ln+IOmiiJE;?OWYKAISFLWpF~MUiLY
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ISHUIt2gY3uMgRZ+

delta 1293
zcmcgr?@Lor7~VPC+@`L)vzE2Ct_r%Tlg!Gf2ty1?D#a-J(2u28?k>8`-7TvT(+_=0
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diff --git a/docs/build/doctrees/population_extensions/gridcode.doctree b/docs/build/doctrees/population_extensions/gridcode.doctree
index b15ef530e4f7ca5f5602657124ccf3a57a52270f..7a5f57ded599d4d3c5c9e0b4c0d9a6e7b3c80fe2 100644
GIT binary patch
delta 5559
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delta 8711
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diff --git a/docs/build/html/_images/test_coverage.svg b/docs/build/html/_images/test_coverage.svg
index 6d68f472b..012a8497e 100644
--- a/docs/build/html/_images/test_coverage.svg
+++ b/docs/build/html/_images/test_coverage.svg
@@ -15,7 +15,7 @@
     <g fill="#fff" text-anchor="middle" font-family="DejaVu Sans,Verdana,Geneva,sans-serif" font-size="11">
         <text x="31.5" y="15" fill="#010101" fill-opacity=".3">coverage</text>
         <text x="31.5" y="14">coverage</text>
-        <text x="80" y="15" fill="#010101" fill-opacity=".3">64%</text>
-        <text x="80" y="14">64%</text>
+        <text x="80" y="15" fill="#010101" fill-opacity=".3">70%</text>
+        <text x="80" y="14">70%</text>
     </g>
 </svg>
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 22c468473..801f29ba3 100644
--- a/docs/build/html/_modules/binarycpython/utils/custom_logging_functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/custom_logging_functions.html
@@ -551,7 +551,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 906af63f2..75d64e6ee 100644
--- a/docs/build/html/_modules/binarycpython/utils/dicts.html
+++ b/docs/build/html/_modules/binarycpython/utils/dicts.html
@@ -86,13 +86,14 @@
 <span class="n">ALLOWED_NUMERICAL_TYPES</span> <span class="o">=</span> <span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="nb">float</span><span class="p">,</span> <span class="nb">complex</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">number</span><span class="p">)</span>
 <span class="n">UNION_ALLOWED_NUMERICAL_TYPES</span> <span class="o">=</span> <span class="n">Union</span><span class="p">[</span><span class="nb">int</span><span class="p">,</span> <span class="nb">float</span><span class="p">,</span> <span class="nb">complex</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">number</span><span class="p">]</span>
 
+
 <div class="viewcode-block" id="keys_to_floats"><a class="viewcode-back" href="../../../dicts.html#binarycpython.utils.dicts.keys_to_floats">[docs]</a><span class="k">def</span> <span class="nf">keys_to_floats</span><span class="p">(</span><span class="n">input_dict</span><span class="p">:</span> <span class="nb">dict</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">dict</span><span class="p">:</span>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Function to convert all the keys of the dictionary to float to float</span>
 
 <span class="sd">    we need to convert keys to floats:</span>
 <span class="sd">        this is ~ a factor 10 faster than David&#39;s ``recursive_change_key_to_float`` routine, probably because this version only does the float conversion, nothing else.</span>
-<span class="sd">    </span>
+
 <span class="sd">    Args:</span>
 <span class="sd">        input_dict: dict of which we want to turn all the keys to float types if possible</span>
 
@@ -191,7 +192,9 @@
 
         <span class="c1"># If dictionary type, call function again</span>
         <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">input_dict</span><span class="p">[</span><span class="n">key</span><span class="p">],</span> <span class="p">(</span><span class="nb">dict</span><span class="p">,</span> <span class="n">collections</span><span class="o">.</span><span class="n">OrderedDict</span><span class="p">)):</span>
-            <span class="n">new_dict</span><span class="p">[</span><span class="n">string_key</span><span class="p">]</span> <span class="o">=</span> <span class="n">recursive_change_key_to_string</span><span class="p">(</span><span class="n">input_dict</span><span class="p">[</span><span class="n">key</span><span class="p">],</span> <span class="n">custom_format</span><span class="p">)</span>
+            <span class="n">new_dict</span><span class="p">[</span><span class="n">string_key</span><span class="p">]</span> <span class="o">=</span> <span class="n">recursive_change_key_to_string</span><span class="p">(</span>
+                <span class="n">input_dict</span><span class="p">[</span><span class="n">key</span><span class="p">],</span> <span class="n">custom_format</span>
+            <span class="p">)</span>
         <span class="k">else</span><span class="p">:</span>
             <span class="n">new_dict</span><span class="p">[</span><span class="n">string_key</span><span class="p">]</span> <span class="o">=</span> <span class="n">input_dict</span><span class="p">[</span><span class="n">key</span><span class="p">]</span>
 
@@ -274,7 +277,9 @@
 <span class="sd">    &quot;&quot;&quot;</span>
 
     <span class="n">path</span> <span class="o">=</span> <span class="p">[]</span>
-    <span class="n">_recursive_normalize_floats</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="n">input_dict</span><span class="p">,</span> <span class="n">factor</span><span class="p">,</span> <span class="n">parent</span><span class="o">=</span><span class="n">input_dict</span><span class="p">,</span> <span class="n">ignore</span><span class="o">=</span><span class="n">ignore</span><span class="p">)</span></div>
+    <span class="n">_recursive_normalize_floats</span><span class="p">(</span>
+        <span class="n">path</span><span class="p">,</span> <span class="n">input_dict</span><span class="p">,</span> <span class="n">factor</span><span class="p">,</span> <span class="n">parent</span><span class="o">=</span><span class="n">input_dict</span><span class="p">,</span> <span class="n">ignore</span><span class="o">=</span><span class="n">ignore</span>
+    <span class="p">)</span></div>
 
 
 <div class="viewcode-block" id="subtract_dicts"><a class="viewcode-back" href="../../../dicts.html#binarycpython.utils.dicts.subtract_dicts">[docs]</a><span class="k">def</span> <span class="nf">subtract_dicts</span><span class="p">(</span><span class="n">dict_1</span><span class="p">:</span> <span class="nb">dict</span><span class="p">,</span> <span class="n">dict_2</span><span class="p">:</span> <span class="nb">dict</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">dict</span><span class="p">:</span>
@@ -580,7 +585,9 @@
                 <span class="k">try</span><span class="p">:</span>
                     <span class="n">new_dict</span><span class="p">[</span><span class="n">key</span><span class="p">]</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">dict_1</span><span class="p">[</span><span class="n">key</span><span class="p">])</span> <span class="o">+</span> <span class="nb">int</span><span class="p">(</span><span class="n">dict_2</span><span class="p">[</span><span class="n">key</span><span class="p">])</span>
                 <span class="k">except</span> <span class="ne">ValueError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
-                    <span class="n">msg</span> <span class="o">=</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">: Failed to convert string (either &#39;</span><span class="si">{}</span><span class="s2">&#39; or &#39;</span><span class="si">{}</span><span class="s2">&#39;) to an int&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">dict_1</span><span class="p">[</span><span class="n">key</span><span class="p">],</span> <span class="n">dict_2</span><span class="p">[</span><span class="n">key</span><span class="p">])</span>
+                    <span class="n">msg</span> <span class="o">=</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">: Failed to convert string (either &#39;</span><span class="si">{}</span><span class="s2">&#39; or &#39;</span><span class="si">{}</span><span class="s2">&#39;) to an int&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
+                        <span class="n">key</span><span class="p">,</span> <span class="n">dict_1</span><span class="p">[</span><span class="n">key</span><span class="p">],</span> <span class="n">dict_2</span><span class="p">[</span><span class="n">key</span><span class="p">]</span>
+                    <span class="p">)</span>
                     <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span> <span class="kn">from</span> <span class="nn">e</span>
 
             <span class="c1"># string-float clash : convert both to floats and save</span>
@@ -593,7 +600,9 @@
                 <span class="k">try</span><span class="p">:</span>
                     <span class="n">new_dict</span><span class="p">[</span><span class="n">key</span><span class="p">]</span> <span class="o">=</span> <span class="nb">float</span><span class="p">(</span><span class="n">dict_1</span><span class="p">[</span><span class="n">key</span><span class="p">])</span> <span class="o">+</span> <span class="nb">float</span><span class="p">(</span><span class="n">dict_2</span><span class="p">[</span><span class="n">key</span><span class="p">])</span>
                 <span class="k">except</span> <span class="ne">ValueError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
-                    <span class="n">msg</span> <span class="o">=</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">: Failed to convert string (either &#39;</span><span class="si">{}</span><span class="s2">&#39; or &#39;</span><span class="si">{}</span><span class="s2">&#39;) to an float&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">dict_1</span><span class="p">[</span><span class="n">key</span><span class="p">],</span> <span class="n">dict_2</span><span class="p">[</span><span class="n">key</span><span class="p">])</span>
+                    <span class="n">msg</span> <span class="o">=</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">: Failed to convert string (either &#39;</span><span class="si">{}</span><span class="s2">&#39; or &#39;</span><span class="si">{}</span><span class="s2">&#39;) to an float&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
+                        <span class="n">key</span><span class="p">,</span> <span class="n">dict_1</span><span class="p">[</span><span class="n">key</span><span class="p">],</span> <span class="n">dict_2</span><span class="p">[</span><span class="n">key</span><span class="p">]</span>
+                    <span class="p">)</span>
                     <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span> <span class="kn">from</span> <span class="nn">e</span>
 
             <span class="c1"># If the above cases have not dealt with it, then we should raise an error</span>
@@ -710,7 +719,9 @@
         <span class="c1"># See whether the types are actually the same</span>
         <span class="k">if</span> <span class="ow">not</span> <span class="nb">type</span><span class="p">(</span><span class="n">dict_1</span><span class="p">[</span><span class="n">key</span><span class="p">])</span> <span class="ow">is</span> <span class="nb">type</span><span class="p">(</span><span class="n">dict_2</span><span class="p">[</span><span class="n">key</span><span class="p">]):</span>
             <span class="c1"># Exceptions:</span>
-            <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">dict_1</span><span class="p">[</span><span class="n">key</span><span class="p">],</span> <span class="n">ALLOWED_NUMERICAL_TYPES</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">dict_2</span><span class="p">[</span><span class="n">key</span><span class="p">],</span> <span class="n">ALLOWED_NUMERICAL_TYPES</span><span class="p">):</span>
+            <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">dict_1</span><span class="p">[</span><span class="n">key</span><span class="p">],</span> <span class="n">ALLOWED_NUMERICAL_TYPES</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span>
+                <span class="n">dict_2</span><span class="p">[</span><span class="n">key</span><span class="p">],</span> <span class="n">ALLOWED_NUMERICAL_TYPES</span>
+            <span class="p">):</span>
                 <span class="n">new_dict</span><span class="p">[</span><span class="n">key</span><span class="p">]</span> <span class="o">=</span> <span class="n">dict_2</span><span class="p">[</span><span class="n">key</span><span class="p">]</span>
 
             <span class="k">else</span><span class="p">:</span>
@@ -943,7 +954,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 23e5c2120..d7be6d9a7 100644
--- a/docs/build/html/_modules/binarycpython/utils/ensemble.html
+++ b/docs/build/html/_modules/binarycpython/utils/ensemble.html
@@ -241,6 +241,7 @@
             <span class="c1"># simplejson is faster than standard json and &quot;just works&quot;</span>
             <span class="c1"># on the big Moe set in 37s</span>
             <span class="n">data</span> <span class="o">=</span> <span class="n">simplejson</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">file_object</span><span class="p">,</span> <span class="n">object_hook</span><span class="o">=</span><span class="n">_hook</span><span class="p">)</span>
+            <span class="n">file_object</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
 
             <span class="c1"># standard json module</span>
             <span class="c1"># on the big Moe set takes 42s</span>
@@ -248,6 +249,7 @@
             <span class="c1">#                 object_hook=_hook)</span>
         <span class="k">elif</span> <span class="n">filetype</span> <span class="o">==</span> <span class="s2">&quot;msgpack&quot;</span><span class="p">:</span>
             <span class="n">data</span> <span class="o">=</span> <span class="n">msgpack</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">file_object</span><span class="p">,</span> <span class="n">object_hook</span><span class="o">=</span><span class="n">_hook</span><span class="p">)</span>
+            <span class="n">file_object</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
 
         <span class="k">if</span> <span class="n">timing</span><span class="p">:</span>
             <span class="nb">print</span><span class="p">(</span>
@@ -468,7 +470,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 2c2a85d90..230b323d9 100644
--- a/docs/build/html/_modules/binarycpython/utils/functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/functions.html
@@ -222,7 +222,7 @@
 
 <div class="viewcode-block" id="mem_use"><a class="viewcode-back" href="../../../functions.html#binarycpython.utils.functions.mem_use">[docs]</a><span class="k">def</span> <span class="nf">mem_use</span><span class="p">():</span>
     <span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    Return current process memory use in MB. (Takes no arguments) </span>
+<span class="sd">    Return current process memory use in MB. (Takes no arguments)</span>
 
 <span class="sd">    Note: this is per-thread only.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
@@ -344,6 +344,7 @@
     <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span>
         <span class="k">return</span> <span class="kc">False</span></div>
 
+
 <div class="viewcode-block" id="isint"><a class="viewcode-back" href="../../../functions.html#binarycpython.utils.functions.isint">[docs]</a><span class="k">def</span> <span class="nf">isint</span><span class="p">(</span><span class="n">x</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">float</span><span class="p">,</span> <span class="nb">int</span><span class="p">]):</span>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Function to return `True` if the &quot;number&quot; x, which could be a string, is an int, otherwise return `False`.</span>
@@ -411,7 +412,7 @@
     <span class="k">return</span> <span class="n">dist</span></div>
 
 
-<div class="viewcode-block" id="catchtime"><a class="viewcode-back" href="../../../functions.html#binarycpython.utils.functions.catchtime">[docs]</a><span class="k">class</span> <span class="nc">catchtime</span><span class="p">():</span>
+<div class="viewcode-block" id="catchtime"><a class="viewcode-back" href="../../../functions.html#binarycpython.utils.functions.catchtime">[docs]</a><span class="k">class</span> <span class="nc">catchtime</span><span class="p">:</span>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Context manager to calculate time spent</span>
 <span class="sd">    &quot;&quot;&quot;</span>
@@ -488,6 +489,7 @@
 <span class="c1"># utility functions</span>
 <span class="c1">########################################################</span>
 
+
 <div class="viewcode-block" id="verbose_print"><a class="viewcode-back" href="../../../functions.html#binarycpython.utils.functions.verbose_print">[docs]</a><span class="k">def</span> <span class="nf">verbose_print</span><span class="p">(</span>
     <span class="n">message</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">verbosity</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">minimal_verbosity</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">newline</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;</span><span class="se">\n</span><span class="s2">&quot;</span>
 <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
@@ -1177,7 +1179,11 @@
     <span class="n">build_info</span> <span class="o">=</span> <span class="n">make_build_text</span><span class="p">()</span>
 
     <span class="k">if</span> <span class="ow">not</span> <span class="n">output_file</span><span class="o">.</span><span class="n">endswith</span><span class="p">(</span><span class="s2">&quot;.rst&quot;</span><span class="p">):</span>
-        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Filename (</span><span class="si">{}</span><span class="s2">) doesn&#39;t end with .rst, please provide a proper filename.&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">output_file</span><span class="p">))</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+            <span class="s2">&quot;Filename (</span><span class="si">{}</span><span class="s2">) doesn&#39;t end with .rst, please provide a proper filename.&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
+                <span class="n">output_file</span>
+            <span class="p">)</span>
+        <span class="p">)</span>
 
     <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">output_file</span><span class="p">,</span> <span class="s2">&quot;w&quot;</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">&quot;utf-8&quot;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
 
@@ -1199,7 +1205,14 @@
                 <span class="n">argdict</span> <span class="o">=</span> <span class="n">arguments_dict</span><span class="p">[</span><span class="n">el</span><span class="p">][</span><span class="s2">&quot;parameters&quot;</span><span class="p">][</span><span class="n">arg</span><span class="p">]</span>
 
                 <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;| **Parameter**: </span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">argdict</span><span class="p">[</span><span class="s2">&quot;param_name&quot;</span><span class="p">]),</span> <span class="n">file</span><span class="o">=</span><span class="n">f</span><span class="p">)</span>
-                <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;| **Description**: </span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">argdict</span><span class="p">[</span><span class="s2">&quot;description&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">&quot;|Rout/Rin-1|&quot;</span><span class="p">,</span> <span class="s2">&quot;abs(Rout/Rin-1)&quot;</span><span class="p">)),</span> <span class="n">file</span><span class="o">=</span><span class="n">f</span><span class="p">)</span>
+                <span class="nb">print</span><span class="p">(</span>
+                    <span class="s2">&quot;| **Description**: </span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
+                        <span class="n">argdict</span><span class="p">[</span><span class="s2">&quot;description&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span>
+                            <span class="s2">&quot;|Rout/Rin-1|&quot;</span><span class="p">,</span> <span class="s2">&quot;abs(Rout/Rin-1)&quot;</span>
+                        <span class="p">)</span>
+                    <span class="p">),</span>
+                    <span class="n">file</span><span class="o">=</span><span class="n">f</span><span class="p">,</span>
+                <span class="p">)</span>
                 <span class="k">if</span> <span class="s2">&quot;parameter_value_input_type&quot;</span> <span class="ow">in</span> <span class="n">argdict</span><span class="p">:</span>
                     <span class="nb">print</span><span class="p">(</span>
                         <span class="s2">&quot;| **Parameter input type**: </span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
@@ -1287,7 +1300,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 16be3244b..930826345 100644
--- a/docs/build/html/_modules/binarycpython/utils/grid.html
+++ b/docs/build/html/_modules/binarycpython/utils/grid.html
@@ -127,7 +127,7 @@
     <span class="n">get_help_all</span><span class="p">,</span>
     <span class="n">mem_use</span><span class="p">,</span>
     <span class="n">timedelta</span><span class="p">,</span>
-    <span class="n">now</span>
+    <span class="n">now</span><span class="p">,</span>
 <span class="p">)</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.ensemble</span> <span class="kn">import</span> <span class="p">(</span>
     <span class="n">binaryc_json_serializer</span><span class="p">,</span>
@@ -143,14 +143,22 @@
 <span class="kn">from</span> <span class="nn">binarycpython.utils.population_extensions.analytics</span> <span class="kn">import</span> <span class="n">analytics</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.population_extensions.cache</span> <span class="kn">import</span> <span class="n">cache</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.population_extensions.dataIO</span> <span class="kn">import</span> <span class="n">dataIO</span>
-<span class="kn">from</span> <span class="nn">binarycpython.utils.population_extensions.distribution_functions</span> <span class="kn">import</span> <span class="n">distribution_functions</span>
+<span class="kn">from</span> <span class="nn">binarycpython.utils.population_extensions.distribution_functions</span> <span class="kn">import</span> <span class="p">(</span>
+    <span class="n">distribution_functions</span><span class="p">,</span>
+<span class="p">)</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.population_extensions.grid_logging</span> <span class="kn">import</span> <span class="n">grid_logging</span>
-<span class="kn">from</span> <span class="nn">binarycpython.utils.population_extensions.grid_options_defaults</span> <span class="kn">import</span> <span class="n">grid_options_defaults</span>
+<span class="kn">from</span> <span class="nn">binarycpython.utils.population_extensions.grid_options_defaults</span> <span class="kn">import</span> <span class="p">(</span>
+    <span class="n">grid_options_defaults</span><span class="p">,</span>
+<span class="p">)</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.population_extensions.gridcode</span> <span class="kn">import</span> <span class="n">gridcode</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.population_extensions.HPC</span> <span class="kn">import</span> <span class="n">HPC</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.population_extensions.metadata</span> <span class="kn">import</span> <span class="n">metadata</span>
-<span class="kn">from</span> <span class="nn">binarycpython.utils.population_extensions.Moe_di_Stefano_2017</span> <span class="kn">import</span> <span class="n">Moe_di_Stefano_2017</span>
-<span class="kn">from</span> <span class="nn">binarycpython.utils.population_extensions.spacing_functions</span> <span class="kn">import</span> <span class="n">spacing_functions</span>
+<span class="kn">from</span> <span class="nn">binarycpython.utils.population_extensions.Moe_di_Stefano_2017</span> <span class="kn">import</span> <span class="p">(</span>
+    <span class="n">Moe_di_Stefano_2017</span><span class="p">,</span>
+<span class="p">)</span>
+<span class="kn">from</span> <span class="nn">binarycpython.utils.population_extensions.spacing_functions</span> <span class="kn">import</span> <span class="p">(</span>
+    <span class="n">spacing_functions</span><span class="p">,</span>
+<span class="p">)</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.population_extensions.version_info</span> <span class="kn">import</span> <span class="n">version_info</span>
 
 <span class="kn">from</span> <span class="nn">binarycpython</span> <span class="kn">import</span> <span class="n">_binary_c_bindings</span>
@@ -2469,7 +2477,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 edac88deb..96edc10e3 100644
--- a/docs/build/html/_modules/binarycpython/utils/plot_functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/plot_functions.html
@@ -475,6 +475,7 @@
 
     <span class="k">return</span> <span class="kc">None</span></div>
 
+
 <div class="viewcode-block" id="parse_function_hr_diagram"><a class="viewcode-back" href="../../../plot_functions.html#binarycpython.utils.plot_functions.parse_function_hr_diagram">[docs]</a><span class="k">def</span> <span class="nf">parse_function_hr_diagram</span><span class="p">(</span><span class="n">output</span><span class="p">:</span> <span class="nb">str</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Parsing function for the HR plotting routine</span>
@@ -713,7 +714,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 8208ba4e0..294353920 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/HPC.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/HPC.html
@@ -125,7 +125,12 @@
         <span class="k">return</span> <span class="nb">int</span><span class="p">(</span><span class="n">n</span><span class="p">)</span></div>
 
 <div class="viewcode-block" id="HPC.HPC_make_joiningfile"><a class="viewcode-back" href="../../../../population_extensions/HPC.html#binarycpython.utils.population_extensions.HPC.HPC.HPC_make_joiningfile">[docs]</a>    <span class="k">def</span> <span class="nf">HPC_make_joiningfile</span><span class="p">(</span>
-        <span class="bp">self</span><span class="p">,</span> <span class="n">hpc_jobid</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">hpc_dir</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">n</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">overwrite</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">error_on_overwrite</span><span class="o">=</span><span class="kc">False</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">hpc_jobid</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+        <span class="n">hpc_dir</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+        <span class="n">n</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+        <span class="n">overwrite</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+        <span class="n">error_on_overwrite</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
     <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Function to make the joiningfile file that contains the filenames of results from each job. When all these exist, we can join.</span>
@@ -160,7 +165,11 @@
         <span class="c1"># this to remove any asynchronicity</span>
         <span class="n">lines</span> <span class="o">=</span> <span class="p">[]</span>
         <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">n</span><span class="p">):</span>
-            <span class="n">lines</span> <span class="o">+=</span> <span class="p">[</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">prefix</span><span class="p">,</span> <span class="s2">&quot;</span><span class="si">{hpc_jobid}</span><span class="s2">.</span><span class="si">{i}</span><span class="s2">.gz</span><span class="se">\n</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">hpc_jobid</span><span class="o">=</span><span class="n">hpc_jobid</span><span class="p">,</span> <span class="n">i</span><span class="o">=</span><span class="n">i</span><span class="p">))]</span>
+            <span class="n">lines</span> <span class="o">+=</span> <span class="p">[</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">prefix</span><span class="p">,</span> <span class="s2">&quot;</span><span class="si">{hpc_jobid}</span><span class="s2">.</span><span class="si">{i}</span><span class="s2">.gz</span><span class="se">\n</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">hpc_jobid</span><span class="o">=</span><span class="n">hpc_jobid</span><span class="p">,</span> <span class="n">i</span><span class="o">=</span><span class="n">i</span><span class="p">)</span>
+                <span class="p">)</span>
+            <span class="p">]</span>
         <span class="n">string</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">lines</span><span class="p">)</span>
 
         <span class="c1"># check the joiningfile doesn&#39;t exist</span>
@@ -250,7 +259,11 @@
                     <span class="p">)</span>
                 <span class="p">)</span>
         <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
-            <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Failed to open joinlist at </span><span class="si">{joinlist}</span><span class="s2"> : </span><span class="si">{e}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">joinlist</span><span class="o">=</span><span class="n">joinlist</span><span class="p">,</span> <span class="n">e</span><span class="o">=</span><span class="n">e</span><span class="p">))</span>
+            <span class="nb">print</span><span class="p">(</span>
+                <span class="s2">&quot;Failed to open joinlist at </span><span class="si">{joinlist}</span><span class="s2"> : </span><span class="si">{e}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
+                    <span class="n">joinlist</span><span class="o">=</span><span class="n">joinlist</span><span class="p">,</span> <span class="n">e</span><span class="o">=</span><span class="n">e</span>
+                <span class="p">)</span>
+            <span class="p">)</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">exit</span><span class="p">(</span><span class="n">code</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
 
         <span class="k">return</span> <span class="n">joinlist</span></div>
@@ -366,31 +379,33 @@
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Function to return an HPC (Slurm or Condor) job id in the form x.y. Returns None if not an HPC job.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
+
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;slurm&quot;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
-            <span class="n">hpc_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">slurmID</span><span class="p">()</span>
+            <span class="n">hpc_jobid</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">slurmID</span><span class="p">()</span>
         <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;condor&quot;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
-            <span class="n">hpc_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">condorID</span><span class="p">()</span>
+            <span class="n">hpc_jobid</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">condorID</span><span class="p">()</span>
         <span class="k">else</span><span class="p">:</span>
             <span class="c1"># not an HPC job</span>
-            <span class="n">hpc_id</span> <span class="o">=</span> <span class="kc">None</span>
-        <span class="k">return</span> <span class="n">hpc_id</span></div>
+            <span class="n">hpc_jobid</span> <span class="o">=</span> <span class="kc">None</span>
+
+        <span class="k">return</span> <span class="n">hpc_jobid</span></div>
 
 <div class="viewcode-block" id="HPC.HPC_jobID_tuple"><a class="viewcode-back" href="../../../../population_extensions/HPC.html#binarycpython.utils.population_extensions.HPC.HPC.HPC_jobID_tuple">[docs]</a>    <span class="k">def</span> <span class="nf">HPC_jobID_tuple</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Return the job ID as a tuple of ints, (x,y), or (None,None) on failure</span>
 <span class="sd">        &quot;&quot;&quot;</span>
+
         <span class="n">hpc_jobid</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">HPC_jobID</span><span class="p">()</span>
 
-        <span class="k">if</span> <span class="n">hpc_jobid</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">or</span> <span class="nb">id</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">&quot;None&quot;</span><span class="p">):</span>
-            <span class="n">t</span> <span class="o">=</span> <span class="p">[</span><span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]</span>
-        <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">HPC_job</span><span class="p">():</span>
-            <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;JOBID&quot;</span><span class="p">,</span> <span class="nb">id</span><span class="p">)</span>
-            <span class="n">t</span> <span class="o">=</span> <span class="nb">id</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;.&quot;</span><span class="p">)</span>
-            <span class="k">if</span> <span class="ow">not</span> <span class="n">t</span><span class="p">[</span><span class="mi">0</span><span class="p">]:</span>
-                <span class="n">t</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
-            <span class="k">if</span> <span class="ow">not</span> <span class="n">t</span><span class="p">[</span><span class="mi">1</span><span class="p">]:</span>
-                <span class="n">t</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
-        <span class="k">return</span> <span class="nb">tuple</span><span class="p">(</span><span class="n">t</span><span class="p">)</span></div>
+        <span class="k">if</span> <span class="n">hpc_jobid</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">or</span> <span class="n">hpc_jobid</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">&quot;None&quot;</span><span class="p">):</span>
+            <span class="n">split_hpc_jobid</span> <span class="o">=</span> <span class="p">[</span><span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">split_hpc_jobid</span> <span class="o">=</span> <span class="n">hpc_jobid</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;.&quot;</span><span class="p">)</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="n">split_hpc_jobid</span><span class="p">[</span><span class="mi">0</span><span class="p">]:</span>
+                <span class="n">split_hpc_jobid</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="n">split_hpc_jobid</span><span class="p">[</span><span class="mi">1</span><span class="p">]:</span>
+                <span class="n">split_hpc_jobid</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+        <span class="k">return</span> <span class="nb">tuple</span><span class="p">(</span><span class="n">split_hpc_jobid</span><span class="p">)</span></div>
 
 <div class="viewcode-block" id="HPC.HPC_set_status"><a class="viewcode-back" href="../../../../population_extensions/HPC.html#binarycpython.utils.population_extensions.HPC.HPC.HPC_set_status">[docs]</a>    <span class="k">def</span> <span class="nf">HPC_set_status</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">string</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
@@ -398,20 +413,14 @@
 
 <span class="sd">        Arguments:</span>
 <span class="sd">                 string : the new contents of the status file</span>
-
-<span class="sd">        Returns:</span>
-<span class="sd">               True if the status was set, False otherwise.</span>
-<span class="sd">               (As returned by either the appropriate Condor or Slurm function)</span>
 <span class="sd">        &quot;&quot;&quot;</span>
 
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;slurm&quot;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
-            <span class="n">status</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">set_slurm_status</span><span class="p">(</span><span class="n">string</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">set_slurm_status</span><span class="p">(</span><span class="n">string</span><span class="p">)</span>
         <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;condor&quot;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
-            <span class="n">status</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">set_condor_status</span><span class="p">(</span><span class="n">string</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">set_condor_status</span><span class="p">(</span><span class="n">string</span><span class="p">)</span>
         <span class="k">else</span><span class="p">:</span>
-            <span class="n">status</span> <span class="o">=</span> <span class="kc">None</span>
-
-        <span class="k">return</span> <span class="n">status</span></div>
+            <span class="k">pass</span></div>
 
 <div class="viewcode-block" id="HPC.HPC_get_status"><a class="viewcode-back" href="../../../../population_extensions/HPC.html#binarycpython.utils.population_extensions.HPC.HPC.HPC_get_status">[docs]</a>    <span class="k">def</span> <span class="nf">HPC_get_status</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">job_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">job_index</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">hpc_dir</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
@@ -802,7 +811,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 b89f2b979..2e8a6a6d8 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
@@ -100,7 +100,6 @@
 <span class="kn">from</span> <span class="nn">binarycpython.utils</span> <span class="kn">import</span> <span class="n">moe_di_stefano_2017_data</span>
 
 
-
 <div class="viewcode-block" id="Moe_di_Stefano_2017"><a class="viewcode-back" href="../../../../population_extensions/Moe_di_Stefano_2017.html#binarycpython.utils.population_extensions.Moe_di_Stefano_2017.Moe_di_Stefano_2017">[docs]</a><span class="k">class</span> <span class="nc">Moe_di_Stefano_2017</span><span class="p">:</span>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Extension to the population grid object that contains functionality to handle handle the Moe &amp; distefano distributions</span>
@@ -384,7 +383,8 @@
                 <span class="n">Moecache</span><span class="p">[</span><span class="s2">&quot;period_distributions&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span>
                     <span class="p">[</span>
                         <span class="nb">float</span><span class="p">(</span><span class="n">logmass</span><span class="p">),</span>
-                        <span class="nb">float</span><span class="p">(</span><span class="n">logperiods</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span> <span class="o">+</span> <span class="mf">0.5</span> <span class="o">*</span> <span class="n">dlog10P</span><span class="p">,</span>  <span class="c1"># TODO: why this shift? to center it?</span>
+                        <span class="nb">float</span><span class="p">(</span><span class="n">logperiods</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span>
+                        <span class="o">+</span> <span class="mf">0.5</span> <span class="o">*</span> <span class="n">dlog10P</span><span class="p">,</span>  <span class="c1"># TODO: why this shift? to center it?</span>
                         <span class="n">json_data</span><span class="p">[</span><span class="s2">&quot;log10M1&quot;</span><span class="p">][</span><span class="n">logmass</span><span class="p">][</span><span class="s2">&quot;logP&quot;</span><span class="p">][</span><span class="n">logperiods</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]][</span>
                             <span class="s2">&quot;normed_bin_frac_p_dist&quot;</span>
                         <span class="p">]</span>
@@ -1317,7 +1317,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 9b3e86004..f493aec9f 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/analytics.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/analytics.html
@@ -79,6 +79,7 @@
 
 <span class="kn">import</span> <span class="nn">time</span>
 
+
 <div class="viewcode-block" id="analytics"><a class="viewcode-back" href="../../../../population_extensions/analytics.html#binarycpython.utils.population_extensions.analytics.analytics">[docs]</a><span class="k">class</span> <span class="nc">analytics</span><span class="p">:</span>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Extension for the Population class containing the functions for analytics</span>
@@ -205,7 +206,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 c102d48a5..f4d7c98ea 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/cache.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/cache.html
@@ -128,7 +128,7 @@
         <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">args</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">            Init function for the spacing_functions class</span>
-<span class="sd">            </span>
+
 <span class="sd">            TODO: is this class necesarry to be defined *within* the cache class? can&#39;t it just be outside?</span>
 <span class="sd">            &quot;&quot;&quot;</span>
 
@@ -221,7 +221,9 @@
             <span class="n">x</span> <span class="o">=</span> <span class="n">func</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;.&quot;</span><span class="p">)</span>
             <span class="n">modulename</span> <span class="o">=</span> <span class="s2">&quot;binarycpython.utils.population_extensions.&quot;</span> <span class="o">+</span> <span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
             <span class="n">module</span> <span class="o">=</span> <span class="n">importlib</span><span class="o">.</span><span class="n">import_module</span><span class="p">(</span><span class="n">modulename</span><span class="p">)</span>
-            <span class="n">_method</span> <span class="o">=</span> <span class="nb">eval</span><span class="p">(</span><span class="s2">&quot;module.</span><span class="si">{}</span><span class="s2">.</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]))</span> <span class="c1"># TODO: we can do this differently with some .get call instead of eval</span>
+            <span class="n">_method</span> <span class="o">=</span> <span class="nb">eval</span><span class="p">(</span>
+                <span class="s2">&quot;module.</span><span class="si">{}</span><span class="s2">.</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
+            <span class="p">)</span>  <span class="c1"># TODO: we can do this differently with some .get call instead of eval</span>
             <span class="n">_wrapped</span> <span class="o">=</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">_method</span><span class="p">,</span> <span class="s2">&quot;__wrapped__&quot;</span><span class="p">,</span> <span class="kc">False</span><span class="p">)</span>
 
             <span class="c1"># if function is wrapped...</span>
@@ -323,10 +325,11 @@
                 <span class="n">_method</span> <span class="o">=</span> <span class="nb">eval</span><span class="p">(</span><span class="s2">&quot;module.</span><span class="si">{}</span><span class="s2">.</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]))</span>
 
                 <span class="k">if</span> <span class="n">testargs</span><span class="p">:</span>
+
                     <span class="k">def</span> <span class="nf">_func_wrap</span><span class="p">(</span><span class="o">*</span><span class="n">args</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">                        wrap to return args and kwargs</span>
-<span class="sd">                        </span>
+
 <span class="sd">                        TODO: i think this function can be defined elsewhere</span>
 <span class="sd">                        &quot;&quot;&quot;</span>
 
@@ -369,7 +372,6 @@
                 <span class="p">)</span>
             <span class="p">)</span></div>
 
-
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">Cache speed test of function distribution_functions.powerlaw_constant</span>
 <span class="sd">                          0        1        2        4        8       16       32       64      128      256</span>
@@ -451,7 +453,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 2da637e8e..498e332c7 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/condor.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/condor.html
@@ -91,6 +91,7 @@
 <span class="kn">import</span> <span class="nn">datasize</span>
 <span class="kn">import</span> <span class="nn">lib_programname</span>
 
+
 <div class="viewcode-block" id="condor"><a class="viewcode-back" href="../../../../population_extensions/condor.html#binarycpython.utils.population_extensions.condor.condor">[docs]</a><span class="k">class</span> <span class="nc">condor</span><span class="p">:</span>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Extension for the Population class containing the code for Condor grid runs</span>
@@ -127,17 +128,21 @@
 <span class="sd">        Return the condor status file corresponding to the ClusterID and Process, which default to grid_options condor_ClusterID and condor_Process, respectively.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">return</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="bp">self</span><span class="o">.</span><span class="n">condorpath</span><span class="p">(</span><span class="s2">&quot;status&quot;</span><span class="p">,</span> <span class="n">condor_dir</span><span class="o">=</span><span class="n">condor_dir</span><span class="p">),</span> <span class="bp">self</span><span class="o">.</span><span class="n">condorID</span><span class="p">(</span><span class="n">ClusterID</span><span class="p">,</span> <span class="n">Process</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">condorpath</span><span class="p">(</span><span class="s2">&quot;status&quot;</span><span class="p">,</span> <span class="n">condor_dir</span><span class="o">=</span><span class="n">condor_dir</span><span class="p">),</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">condorID</span><span class="p">(</span><span class="n">ClusterID</span><span class="p">,</span> <span class="n">Process</span><span class="p">),</span>
         <span class="p">)</span></div>
 
 <div class="viewcode-block" id="condor.condor_check_requirements"><a class="viewcode-back" href="../../../../population_extensions/condor.html#binarycpython.utils.population_extensions.condor.condor.condor_check_requirements">[docs]</a>    <span class="k">def</span> <span class="nf">condor_check_requirements</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Function to check whether the condor parameters in grid_options have been set appropriately.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
-        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;condor&quot;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">0</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;condor_dir&quot;</span><span class="p">]</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;condor&quot;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">0</span> <span class="ow">and</span> <span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;condor_dir&quot;</span><span class="p">]</span> <span class="ow">is</span> <span class="kc">None</span>
+            <span class="ow">or</span> <span class="ow">not</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">isdir</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;condor_dir&quot;</span><span class="p">])</span>
+        <span class="p">):</span>
             <span class="k">return</span> <span class="p">(</span>
                 <span class="kc">False</span><span class="p">,</span>
-                <span class="s2">&quot;You have set condor=</span><span class="si">{condor}</span><span class="s2"> but not set condor_dir (which is </span><span class="si">{condor_dir}</span><span class="s2">). Please set it and try again.&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
+                <span class="s2">&quot;You have set condor=</span><span class="si">{condor}</span><span class="s2"> but not set condor_dir (</span><span class="si">{condor_dir}</span><span class="s2">) correctly. Please set it and try again.&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
                     <span class="n">condor</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;condor&quot;</span><span class="p">],</span>
                     <span class="n">condor_dir</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;condor_dir&quot;</span><span class="p">],</span>
                 <span class="p">),</span>
@@ -197,7 +202,9 @@
 
         <span class="k">try</span><span class="p">:</span>
             <span class="n">path</span> <span class="o">=</span> <span class="n">pathlib</span><span class="o">.</span><span class="n">Path</span><span class="p">(</span>
-                <span class="bp">self</span><span class="o">.</span><span class="n">condor_status_file</span><span class="p">(</span><span class="n">condor_dir</span><span class="o">=</span><span class="n">condor_dir</span><span class="p">,</span> <span class="n">ClusterID</span><span class="o">=</span><span class="n">ClusterID</span><span class="p">,</span> <span class="n">Process</span><span class="o">=</span><span class="n">Process</span><span class="p">)</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">condor_status_file</span><span class="p">(</span>
+                    <span class="n">condor_dir</span><span class="o">=</span><span class="n">condor_dir</span><span class="p">,</span> <span class="n">ClusterID</span><span class="o">=</span><span class="n">ClusterID</span><span class="p">,</span> <span class="n">Process</span><span class="o">=</span><span class="n">Process</span>
+                <span class="p">)</span>
             <span class="p">)</span>
             <span class="c1"># print(&quot;path={}&quot;.format(path))</span>
             <span class="c1"># print(&quot;size={}&quot;.format(path.stat().st_size))</span>
@@ -546,7 +553,6 @@
                     <span class="p">)</span>
                     <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="n">err_msg</span><span class="p">)</span>
 
-                
                 <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">std_err</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
                     <span class="nb">print</span><span class="p">(</span>
                         <span class="s2">&quot;</span><span class="si">{red}{err}{reset}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
@@ -641,7 +647,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 a816bf532..8e3c8d6ab 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/dataIO.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/dataIO.html
@@ -91,10 +91,7 @@
 <span class="kn">import</span> <span class="nn">flufl.lock</span>
 <span class="kn">import</span> <span class="nn">compress_pickle</span>
 
-<span class="kn">from</span> <span class="nn">binarycpython.utils.ensemble</span> <span class="kn">import</span> <span class="p">(</span>
-    <span class="n">ensemble_file_type</span><span class="p">,</span>
-    <span class="n">ensemble_compression</span>
-<span class="p">)</span>
+<span class="kn">from</span> <span class="nn">binarycpython.utils.ensemble</span> <span class="kn">import</span> <span class="n">ensemble_file_type</span><span class="p">,</span> <span class="n">ensemble_compression</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.dicts</span> <span class="kn">import</span> <span class="p">(</span>
     <span class="n">merge_dicts</span><span class="p">,</span>
 <span class="p">)</span>
@@ -124,7 +121,11 @@
         <span class="k">return</span> <span class="n">os</span><span class="o">.</span><span class="n">access</span><span class="p">(</span><span class="n">directory</span><span class="p">,</span> <span class="n">os</span><span class="o">.</span><span class="n">F_OK</span><span class="p">)</span> <span class="ow">and</span> <span class="n">os</span><span class="o">.</span><span class="n">access</span><span class="p">(</span><span class="n">directory</span><span class="p">,</span> <span class="n">os</span><span class="o">.</span><span class="n">R_OK</span> <span class="o">|</span> <span class="n">os</span><span class="o">.</span><span class="n">W_OK</span><span class="p">)</span></div>
 
 <div class="viewcode-block" id="dataIO.save_population_object"><a class="viewcode-back" href="../../../../population_extensions/dataIO.html#binarycpython.utils.population_extensions.dataIO.dataIO.save_population_object">[docs]</a>    <span class="k">def</span> <span class="nf">save_population_object</span><span class="p">(</span>
-        <span class="bp">self</span><span class="p">,</span> <span class="n">population_object</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">filename</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">confirmation</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">compression</span><span class="o">=</span><span class="s2">&quot;gzip&quot;</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">population_object</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+        <span class="n">filename</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+        <span class="n">confirmation</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
+        <span class="n">compression</span><span class="o">=</span><span class="s2">&quot;gzip&quot;</span><span class="p">,</span>
     <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Save pickled Population object to file at filename or, if filename is None, whatever is set at self.grid_options[&#39;save_population_object&#39;]</span>
@@ -205,7 +206,9 @@
             <span class="c1"># restore data</span>
             <span class="n">population_object</span><span class="o">.</span><span class="n">shared_memory</span> <span class="o">=</span> <span class="n">shared_memory</span>
             <span class="n">population_object</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;_system_generator&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">system_generator</span>
-            <span class="k">del</span> <span class="n">population_object</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="p">[</span><span class="s2">&quot;metadata&quot;</span><span class="p">][</span><span class="s2">&quot;save_population_time&quot;</span><span class="p">]</span>
+            <span class="k">del</span> <span class="n">population_object</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="p">[</span><span class="s2">&quot;metadata&quot;</span><span class="p">][</span>
+                <span class="s2">&quot;save_population_time&quot;</span>
+            <span class="p">]</span>
             <span class="n">population_object</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;store_memaddr&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">_store_memaddr</span>
             <span class="n">population_object</span><span class="o">.</span><span class="n">persistent_data_memory_dict</span> <span class="o">=</span> <span class="n">persistent_data_memory_dict</span>
 
@@ -252,7 +255,9 @@
 
         <span class="c1"># special cases</span>
         <span class="n">maxmem</span> <span class="o">=</span> <span class="mi">0</span>
-        <span class="k">if</span> <span class="s2">&quot;max_memory_use&quot;</span> <span class="ow">in</span> <span class="n">refpop</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;metadata&quot;</span><span class="p">,</span> <span class="p">{})</span> <span class="ow">and</span> <span class="s2">&quot;max_memory_use&quot;</span> <span class="ow">in</span> <span class="n">newpop</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;metadata&quot;</span><span class="p">,</span> <span class="p">{}):</span>
+        <span class="k">if</span> <span class="s2">&quot;max_memory_use&quot;</span> <span class="ow">in</span> <span class="n">refpop</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="o">.</span><span class="n">get</span><span class="p">(</span>
+            <span class="s2">&quot;metadata&quot;</span><span class="p">,</span> <span class="p">{}</span>
+        <span class="p">)</span> <span class="ow">and</span> <span class="s2">&quot;max_memory_use&quot;</span> <span class="ow">in</span> <span class="n">newpop</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;metadata&quot;</span><span class="p">,</span> <span class="p">{}):</span>
             <span class="n">maxmem</span> <span class="o">=</span> <span class="nb">max</span><span class="p">(</span>
                 <span class="n">refpop</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="p">[</span><span class="s2">&quot;metadata&quot;</span><span class="p">][</span><span class="s2">&quot;max_memory_use&quot;</span><span class="p">],</span>
                 <span class="n">newpop</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="p">[</span><span class="s2">&quot;metadata&quot;</span><span class="p">][</span><span class="s2">&quot;max_memory_use&quot;</span><span class="p">],</span>
@@ -318,11 +323,14 @@
 
         <span class="n">newpop</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">load_population_object</span><span class="p">(</span><span class="n">filename</span><span class="p">)</span>
 
-        <span class="k">if</span> <span class="s1">&#39;total_count&#39;</span> <span class="ow">in</span> <span class="n">newpop</span><span class="o">.</span><span class="n">grid_options</span><span class="p">:</span>
+        <span class="k">if</span> <span class="s2">&quot;total_count&quot;</span> <span class="ow">in</span> <span class="n">newpop</span><span class="o">.</span><span class="n">grid_options</span><span class="p">:</span>
             <span class="n">n</span> <span class="o">=</span> <span class="n">newpop</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;total_count&quot;</span><span class="p">]</span>
         <span class="k">elif</span> <span class="s2">&quot;_count&quot;</span> <span class="ow">in</span> <span class="n">newpop</span><span class="o">.</span><span class="n">grid_options</span><span class="p">:</span>
             <span class="n">n</span> <span class="o">=</span> <span class="n">newpop</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;_count&quot;</span><span class="p">]</span>
-        <span class="k">elif</span> <span class="s1">&#39;metadata&#39;</span> <span class="ow">in</span> <span class="n">newpop</span><span class="o">.</span><span class="n">grid_ensemble_results</span> <span class="ow">and</span> <span class="s2">&quot;_count&quot;</span> <span class="ow">in</span> <span class="n">newpop</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="p">[</span><span class="s2">&quot;metadata&quot;</span><span class="p">]:</span>
+        <span class="k">elif</span> <span class="p">(</span>
+            <span class="s2">&quot;metadata&quot;</span> <span class="ow">in</span> <span class="n">newpop</span><span class="o">.</span><span class="n">grid_ensemble_results</span>
+            <span class="ow">and</span> <span class="s2">&quot;_count&quot;</span> <span class="ow">in</span> <span class="n">newpop</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="p">[</span><span class="s2">&quot;metadata&quot;</span><span class="p">]</span>
+        <span class="p">):</span>
             <span class="n">n</span> <span class="o">=</span> <span class="n">newpop</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="p">[</span><span class="s2">&quot;metadata&quot;</span><span class="p">][</span><span class="s2">&quot;_count&quot;</span><span class="p">]</span>
         <span class="k">else</span><span class="p">:</span>
             <span class="n">n</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span>
@@ -428,7 +436,9 @@
 
         <span class="k">if</span> <span class="ow">not</span> <span class="n">file_type</span><span class="p">:</span>
             <span class="nb">print</span><span class="p">(</span>
-                <span class="s2">&quot;Unable to determine file type from ensemble filename </span><span class="si">{}</span><span class="s2"> : it should be .json or .msgpack.&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">output_file</span><span class="p">)</span>
+                <span class="s2">&quot;Unable to determine file type from ensemble filename </span><span class="si">{}</span><span class="s2"> : it should be .json or .msgpack.&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
+                    <span class="n">output_file</span>
+                <span class="p">)</span>
             <span class="p">)</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">exit</span><span class="p">(</span><span class="n">code</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
         <span class="k">else</span><span class="p">:</span>
@@ -444,7 +454,9 @@
                     <span class="p">)</span>
                 <span class="p">)</span>
             <span class="k">elif</span> <span class="n">file_type</span> <span class="o">==</span> <span class="s2">&quot;msgpack&quot;</span><span class="p">:</span>
-                <span class="n">f</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">open</span><span class="p">(</span><span class="n">output_file</span><span class="p">,</span> <span class="s2">&quot;w&quot;</span><span class="p">)</span> <span class="c1"># TODO: i think something is going wrong here. not sure but doing msgpack and .gz e.g gives an error about str input rather than bytes. i think this is because the self.open does not take into account that the msgpack stream requires different properties.</span>
+                <span class="n">f</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">open</span><span class="p">(</span>
+                    <span class="n">output_file</span><span class="p">,</span> <span class="s2">&quot;w&quot;</span>
+                <span class="p">)</span>  <span class="c1"># TODO: i think something is going wrong here. not sure but doing msgpack and .gz e.g gives an error about str input rather than bytes. i think this is because the self.open does not take into account that the msgpack stream requires different properties.</span>
 
                 <span class="c1"># msgpack output</span>
                 <span class="n">msgpack</span><span class="o">.</span><span class="n">dump</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">f</span><span class="p">)</span>
@@ -887,7 +899,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 3e30a26ef..aece0e4ed 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
@@ -213,7 +213,9 @@
         <span class="k">return</span> <span class="n">powerlaw_const</span></div>
 
 <div class="viewcode-block" id="distribution_functions.powerlaw_constant"><a class="viewcode-back" href="../../../../population_extensions/distribution_functions.html#binarycpython.utils.population_extensions.distribution_functions.distribution_functions.powerlaw_constant">[docs]</a>    <span class="nd">@cachetools</span><span class="o">.</span><span class="n">cachedmethod</span><span class="p">(</span>
-        <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">caches</span><span class="p">[</span><span class="s2">&quot;population_extensions._distribution_functions.powerlaw_constant&quot;</span><span class="p">]</span>
+        <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">caches</span><span class="p">[</span>
+            <span class="s2">&quot;population_extensions._distribution_functions.powerlaw_constant&quot;</span>
+        <span class="p">]</span>
     <span class="p">)</span>
     <span class="k">def</span> <span class="nf">powerlaw_constant</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span>
@@ -1294,7 +1296,7 @@
                     <span class="p">)[</span><span class="mi">0</span><span class="p">]</span>
 
                     <span class="k">for</span> <span class="n">q</span> <span class="ow">in</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mf">0.15</span><span class="p">,</span> <span class="mf">0.950001</span><span class="p">,</span> <span class="mf">0.1</span><span class="p">):</span>
-                        <span class="k">if</span> <span class="n">qmin</span><span class="o">&lt;=</span> <span class="n">q</span> <span class="o">&lt;=</span> <span class="n">qmax</span><span class="p">:</span>
+                        <span class="k">if</span> <span class="n">qmin</span> <span class="o">&lt;=</span> <span class="n">q</span> <span class="o">&lt;=</span> <span class="n">qmax</span><span class="p">:</span>
                             <span class="n">qdata</span><span class="p">[</span><span class="n">q</span><span class="p">]</span> <span class="o">=</span> <span class="n">Moecache</span><span class="p">[</span><span class="s2">&quot;rinterpolator_q&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">interpolate</span><span class="p">(</span>
                                 <span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">log10</span><span class="p">(</span><span class="n">options</span><span class="p">[</span><span class="n">m</span><span class="p">]),</span> <span class="n">np</span><span class="o">.</span><span class="n">log10</span><span class="p">(</span><span class="n">options</span><span class="p">[</span><span class="n">p</span><span class="p">]),</span> <span class="n">q</span><span class="p">]</span>
                             <span class="p">)[</span><span class="mi">0</span><span class="p">]</span>
@@ -2400,7 +2402,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 054e1c661..3058d9346 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
@@ -89,15 +89,14 @@
     <span class="n">format_number</span><span class="p">,</span>
     <span class="n">trem</span><span class="p">,</span>
     <span class="n">remove_file</span><span class="p">,</span>
-    <span class="n">verbose_print</span>
+    <span class="n">verbose_print</span><span class="p">,</span>
 <span class="p">)</span>
 <span class="kn">from</span> <span class="nn">binarycpython.utils.population_extensions.grid_options_defaults</span> <span class="kn">import</span> <span class="n">secs_per_day</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">binary_c_log_code</span><span class="p">,</span>
     <span class="n">create_and_load_logging_function</span><span class="p">,</span>
-    <span class="n">autogen_C_logging_code</span>
-
+    <span class="n">autogen_C_logging_code</span><span class="p">,</span>
 <span class="p">)</span>
 
 
@@ -105,6 +104,7 @@
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    The class extension for the population object that contains logging functionality</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</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">        Init function for the grid_logging class</span>
@@ -399,7 +399,7 @@
                 <span class="n">blue</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">ANSI_colours</span><span class="p">[</span><span class="s2">&quot;blue&quot;</span><span class="p">],</span>
                 <span class="n">cmdline</span><span class="o">=</span><span class="n">cmdline_string</span><span class="p">,</span>
                 <span class="n">reset</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">ANSI_colours</span><span class="p">[</span><span class="s2">&quot;reset&quot;</span><span class="p">],</span>
-                <span class="n">system_dict</span><span class="o">=</span><span class="n">system_dict</span>
+                <span class="n">system_dict</span><span class="o">=</span><span class="n">system_dict</span><span class="p">,</span>
             <span class="p">)</span>
         <span class="p">)</span></div>
 
@@ -419,7 +419,9 @@
         <span class="c1"># Pass the rest to the original verbose print</span>
         <span class="n">verbose_print</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span></div>
 
-    <span class="k">def</span> <span class="nf">_boxed</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">stringlist</span><span class="p">,</span> <span class="n">colour</span><span class="o">=</span><span class="s2">&quot;yellow on black&quot;</span><span class="p">,</span> <span class="n">boxchar</span><span class="o">=</span><span class="s2">&quot;*&quot;</span><span class="p">,</span> <span class="n">separator</span><span class="o">=</span><span class="s2">&quot;</span><span class="se">\n</span><span class="s2">&quot;</span><span class="p">):</span>
+    <span class="k">def</span> <span class="nf">_boxed</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">stringlist</span><span class="p">,</span> <span class="n">colour</span><span class="o">=</span><span class="s2">&quot;yellow on black&quot;</span><span class="p">,</span> <span class="n">boxchar</span><span class="o">=</span><span class="s2">&quot;*&quot;</span><span class="p">,</span> <span class="n">separator</span><span class="o">=</span><span class="s2">&quot;</span><span class="se">\n</span><span class="s2">&quot;</span>
+    <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Function to output a list of strings in a single box.</span>
 
@@ -552,7 +554,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 226ea280d..ff7f85380 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
@@ -177,9 +177,7 @@
             <span class="c1">##########################</span>
             <span class="c1"># binary_c files</span>
             <span class="c1">##########################</span>
-            <span class="s2">&quot;_binary_c_executable&quot;</span><span class="p">:</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">os</span><span class="o">.</span><span class="n">environ</span><span class="p">[</span><span class="s2">&quot;BINARY_C&quot;</span><span class="p">],</span> <span class="s2">&quot;binary_c&quot;</span>
-            <span class="p">),</span>
+            <span class="s2">&quot;_binary_c_executable&quot;</span><span class="p">:</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">os</span><span class="o">.</span><span class="n">environ</span><span class="p">[</span><span class="s2">&quot;BINARY_C&quot;</span><span class="p">],</span> <span class="s2">&quot;binary_c&quot;</span><span class="p">),</span>
             <span class="s2">&quot;_binary_c_shared_library&quot;</span><span class="p">:</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">os</span><span class="o">.</span><span class="n">environ</span><span class="p">[</span><span class="s2">&quot;BINARY_C&quot;</span><span class="p">],</span> <span class="s2">&quot;src&quot;</span><span class="p">,</span> <span class="s2">&quot;libbinary_c.so&quot;</span>
             <span class="p">),</span>
@@ -609,12 +607,14 @@
 
         <span class="c1"># Check input</span>
         <span class="k">if</span> <span class="ow">not</span> <span class="n">output_file</span><span class="o">.</span><span class="n">endswith</span><span class="p">(</span><span class="s2">&quot;.rst&quot;</span><span class="p">):</span>
-            <span class="n">msg</span><span class="o">=</span><span class="s2">&quot;Filename doesn&#39;t end with .rst, please provide a proper filename&quot;</span>
+            <span class="n">msg</span> <span class="o">=</span> <span class="s2">&quot;Filename doesn&#39;t end with .rst, please provide a proper filename&quot;</span>
             <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span>
 
         <span class="c1"># M&amp;S options</span>
         <span class="n">moe_di_stefano_default_options</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_Moe_di_Stefano_2017_default_options</span><span class="p">()</span>
-        <span class="n">moe_di_stefano_default_options_description</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_Moe_di_Stefano_2017_default_options_description</span><span class="p">()</span>
+        <span class="n">moe_di_stefano_default_options_description</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">get_Moe_di_Stefano_2017_default_options_description</span><span class="p">()</span>
+        <span class="p">)</span>
 
         <span class="k">with</span> <span class="bp">self</span><span class="o">.</span><span class="n">open</span><span class="p">(</span><span class="n">output_file</span><span class="p">,</span> <span class="s2">&quot;w&quot;</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="s2">&quot;Population grid code options&quot;</span><span class="p">,</span> <span class="n">file</span><span class="o">=</span><span class="n">f</span><span class="p">)</span>
@@ -658,7 +658,9 @@
                 <span class="s2">&quot;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.&quot;</span><span class="p">,</span>
             <span class="p">)</span></div>
 
-<div class="viewcode-block" id="grid_options_defaults.print_option_descriptions"><a class="viewcode-back" href="../../../../population_extensions/grid_options_defaults.html#binarycpython.utils.population_extensions.grid_options_defaults.grid_options_defaults.print_option_descriptions">[docs]</a>    <span class="k">def</span> <span class="nf">print_option_descriptions</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">filehandle</span><span class="p">,</span> <span class="n">options</span><span class="p">,</span> <span class="n">descriptions</span><span class="p">,</span> <span class="n">title</span><span class="p">,</span> <span class="n">extra_text</span><span class="p">):</span>
+<div class="viewcode-block" id="grid_options_defaults.print_option_descriptions"><a class="viewcode-back" href="../../../../population_extensions/grid_options_defaults.html#binarycpython.utils.population_extensions.grid_options_defaults.grid_options_defaults.print_option_descriptions">[docs]</a>    <span class="k">def</span> <span class="nf">print_option_descriptions</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">filehandle</span><span class="p">,</span> <span class="n">options</span><span class="p">,</span> <span class="n">descriptions</span><span class="p">,</span> <span class="n">title</span><span class="p">,</span> <span class="n">extra_text</span>
+    <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Function to print the description of an option</span>
 <span class="sd">        &quot;&quot;&quot;</span>
@@ -713,7 +715,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 2575ae263..ec70c2e5f 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/gridcode.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/gridcode.html
@@ -169,7 +169,7 @@
 <span class="sd">        Results in a generated file that contains a system_generator function.</span>
 
 <span class="sd">        # TODO: make sure running systems with multiplicity 3+ is also possible.</span>
-<span class="sd">        # TODO: there is a lot of things going on in this function. Make sure to describe clearly what happens here. </span>
+<span class="sd">        # TODO: there is a lot of things going on in this function. Make sure to describe clearly what happens here.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">verbose_print</span><span class="p">(</span><span class="s2">&quot;Generating grid code&quot;</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;verbosity&quot;</span><span class="p">],</span> <span class="mi">1</span><span class="p">)</span>
 
@@ -895,7 +895,8 @@
             <span class="c1"># run the hook function, only if given</span>
             <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;dry_run_hook&quot;</span><span class="p">]:</span>
                 <span class="bp">self</span><span class="o">.</span><span class="n">_add_code</span><span class="p">(</span>
-                    <span class="s2">&quot;self.grid_options[&#39;dry_run_hook&#39;](self, parameter_dict)</span><span class="se">\n</span><span class="s2">&quot;</span><span class="p">,</span> <span class="n">indent</span><span class="o">=</span><span class="mi">1</span>
+                    <span class="s2">&quot;self.grid_options[&#39;dry_run_hook&#39;](self, parameter_dict)</span><span class="se">\n</span><span class="s2">&quot;</span><span class="p">,</span>
+                    <span class="n">indent</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
                 <span class="p">)</span>
             <span class="k">else</span><span class="p">:</span>
                 <span class="c1"># or pass</span>
@@ -1074,6 +1075,7 @@
 <span class="sd">                the rest of the function</span>
 
 <span class="sd">                Examples::</span>
+
 <span class="sd">                    name = &#39;lnM_1&#39;</span>
 
 <span class="sd">            parameter_name:</span>
@@ -1089,7 +1091,8 @@
 <span class="sd">            longname:</span>
 <span class="sd">                Long name of parameter</span>
 
-<span class="sd">                Examples:</span>
+<span class="sd">                Examples::</span>
+
 <span class="sd">                    longname = &#39;Primary mass&#39;</span>
 
 <span class="sd">            range:</span>
@@ -1097,6 +1100,7 @@
 <span class="sd">                get the values from</span>
 
 <span class="sd">                Examples::</span>
+
 <span class="sd">                    range = [math.log(m_min), math.log(m_max)]</span>
 
 <span class="sd">            samplerfunc:</span>
@@ -1104,6 +1108,7 @@
 <span class="sd">                You can either use a real function, or a string representation of a function call.</span>
 
 <span class="sd">                Examples::</span>
+
 <span class="sd">                    samplerfunc = &quot;self.const_linear(math.log(m_min), math.log(m_max), {})&quot;.format(resolution[&#39;M_1&#39;])</span>
 
 <span class="sd">            precode:</span>
@@ -1111,6 +1116,7 @@
 <span class="sd">                sampling function (i.e. a value for lnM_1 is chosen already)</span>
 
 <span class="sd">                Examples::</span>
+
 <span class="sd">                    precode = &#39;M_1=math.exp(lnM_1);&#39;</span>
 
 <span class="sd">            postcode:</span>
@@ -1119,21 +1125,24 @@
 <span class="sd">            probdist:</span>
 <span class="sd">                Function determining the probability that gets assigned to the sampled parameter</span>
 
-<span class="sd">                Examples:</span>
+<span class="sd">                Examples::</span>
+
 <span class="sd">                    probdist = &#39;self.Kroupa2001(M_1)*M_1&#39;</span>
 
 <span class="sd">            dphasevol:</span>
 <span class="sd">                part of the parameter space that the total probability is calculated with. Put to -1</span>
 <span class="sd">                if you want to ignore any dphasevol calculations and set the value to 1</span>
 
-<span class="sd">                Examples::&quot;</span>
+<span class="sd">                Examples::</span>
+
 <span class="sd">                    dphasevol = &#39;dlnM_1&#39;</span>
 
 <span class="sd">            condition:</span>
 <span class="sd">                condition that has to be met in order for the grid generation to continue</span>
 
 <span class="sd">                Examples::</span>
-<span class="sd">                    condition = &#39;self.grid_options[&#39;binary&#39;]==1&#39;</span>
+
+<span class="sd">                    condition = &quot;self.grid_options[&#39;binary&#39;]==1&quot;</span>
 
 <span class="sd">            gridtype:</span>
 <span class="sd">                Method on how the value range is sampled. Can be either &#39;edge&#39; (steps starting at</span>
@@ -1226,7 +1235,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 fa4785533..c62057f47 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/metadata.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/metadata.html
@@ -122,16 +122,10 @@
         <span class="bp">self</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="p">[</span><span class="s2">&quot;metadata&quot;</span><span class="p">][</span><span class="s2">&quot;platform_uname&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span>
             <span class="n">platform</span><span class="o">.</span><span class="n">uname</span><span class="p">()</span>
         <span class="p">)</span>
-        <span class="bp">self</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="p">[</span><span class="s2">&quot;metadata&quot;</span><span class="p">][</span>
-            <span class="s2">&quot;platform_machine&quot;</span>
-        <span class="p">]</span> <span class="o">=</span> <span class="n">platform</span><span class="o">.</span><span class="n">machine</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="p">[</span><span class="s2">&quot;metadata&quot;</span><span class="p">][</span><span class="s2">&quot;platform_machine&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">platform</span><span class="o">.</span><span class="n">machine</span><span class="p">()</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="p">[</span><span class="s2">&quot;metadata&quot;</span><span class="p">][</span><span class="s2">&quot;platform_node&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">platform</span><span class="o">.</span><span class="n">node</span><span class="p">()</span>
-        <span class="bp">self</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="p">[</span><span class="s2">&quot;metadata&quot;</span><span class="p">][</span>
-            <span class="s2">&quot;platform_release&quot;</span>
-        <span class="p">]</span> <span class="o">=</span> <span class="n">platform</span><span class="o">.</span><span class="n">release</span><span class="p">()</span>
-        <span class="bp">self</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="p">[</span><span class="s2">&quot;metadata&quot;</span><span class="p">][</span>
-            <span class="s2">&quot;platform_version&quot;</span>
-        <span class="p">]</span> <span class="o">=</span> <span class="n">platform</span><span class="o">.</span><span class="n">version</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="p">[</span><span class="s2">&quot;metadata&quot;</span><span class="p">][</span><span class="s2">&quot;platform_release&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">platform</span><span class="o">.</span><span class="n">release</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="p">[</span><span class="s2">&quot;metadata&quot;</span><span class="p">][</span><span class="s2">&quot;platform_version&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">platform</span><span class="o">.</span><span class="n">version</span><span class="p">()</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">grid_ensemble_results</span><span class="p">[</span><span class="s2">&quot;metadata&quot;</span><span class="p">][</span>
             <span class="s2">&quot;platform_processor&quot;</span>
         <span class="p">]</span> <span class="o">=</span> <span class="n">platform</span><span class="o">.</span><span class="n">processor</span><span class="p">()</span>
@@ -234,7 +228,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 3e649ba79..62162547a 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/slurm.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/slurm.html
@@ -136,10 +136,14 @@
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Function to check whether the slurm parameters in grid_options have been set appropriately.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
-        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;slurm&quot;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">0</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;slurm_dir&quot;</span><span class="p">]</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;slurm&quot;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">0</span> <span class="ow">and</span> <span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;slurm_dir&quot;</span><span class="p">]</span> <span class="ow">is</span> <span class="kc">None</span>
+            <span class="ow">or</span> <span class="ow">not</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">isdir</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;slurm_dir&quot;</span><span class="p">])</span>
+        <span class="p">):</span>
             <span class="k">return</span> <span class="p">(</span>
                 <span class="kc">False</span><span class="p">,</span>
-                <span class="s2">&quot;You have set slurm=</span><span class="si">{slurm}</span><span class="s2"> but not set slurm_dir (which is </span><span class="si">{slurm_dir}</span><span class="s2">). Please set it and try again.&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
+                <span class="s2">&quot;You have set slurm=</span><span class="si">{slurm}</span><span class="s2"> but not set slurm_dir (</span><span class="si">{slurm_dir}</span><span class="s2">) correctly. Please set it and try again.&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
                     <span class="n">slurm</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;slurm&quot;</span><span class="p">],</span>
                     <span class="n">slurm_dir</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;slurm_dir&quot;</span><span class="p">],</span>
                 <span class="p">),</span>
@@ -169,15 +173,15 @@
             <span class="k">with</span> <span class="bp">self</span><span class="o">.</span><span class="n">open</span><span class="p">(</span><span class="n">idfile</span><span class="p">,</span> <span class="s2">&quot;w&quot;</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">&quot;utf-8&quot;</span><span class="p">)</span> <span class="k">as</span> <span class="n">fjobid</span><span class="p">:</span>
                 <span class="n">fjobid</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="s2">&quot;</span><span class="si">{jobid}</span><span class="se">\n</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">jobid</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">grid_options</span><span class="p">[</span><span class="s2">&quot;slurm_jobid&quot;</span><span class="p">]))</span>
                 <span class="n">fjobid</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
-                <span class="bp">self</span><span class="o">.</span><span class="n">NFS_flush_hach</span><span class="p">(</span><span class="n">idfile</span><span class="p">)</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">NFS_flush_hack</span><span class="p">(</span><span class="n">idfile</span><span class="p">)</span>
 
         <span class="c1"># save slurm status</span>
-        <span class="n">file</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">slurm_status_file</span><span class="p">(</span><span class="n">slurm_dir</span><span class="o">=</span><span class="n">slurm_dir</span><span class="p">)</span>
-        <span class="k">if</span> <span class="n">file</span><span class="p">:</span>
-            <span class="k">with</span> <span class="bp">self</span><span class="o">.</span><span class="n">open</span><span class="p">(</span><span class="n">file</span><span class="p">,</span> <span class="s2">&quot;w&quot;</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">&quot;utf-8&quot;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
+        <span class="n">status_file</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">slurm_status_file</span><span class="p">(</span><span class="n">slurm_dir</span><span class="o">=</span><span class="n">slurm_dir</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">status_file</span><span class="p">:</span>
+            <span class="k">with</span> <span class="bp">self</span><span class="o">.</span><span class="n">open</span><span class="p">(</span><span class="n">status_file</span><span class="p">,</span> <span class="s2">&quot;w&quot;</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">&quot;utf-8&quot;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
                 <span class="n">f</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="n">string</span><span class="p">)</span>
                 <span class="n">f</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
-                <span class="bp">self</span><span class="o">.</span><span class="n">NFS_fluch_hack</span><span class="p">(</span><span class="n">file</span><span class="p">)</span></div>
+                <span class="bp">self</span><span class="o">.</span><span class="n">NFS_flush_hack</span><span class="p">(</span><span class="n">status_file</span><span class="p">)</span></div>
 
 <div class="viewcode-block" id="slurm.get_slurm_status"><a class="viewcode-back" href="../../../../population_extensions/slurm.html#binarycpython.utils.population_extensions.slurm.slurm.get_slurm_status">[docs]</a>    <span class="k">def</span> <span class="nf">get_slurm_status</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">jobid</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">jobarrayindex</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">slurm_dir</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
@@ -535,7 +539,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 385bee8e9..2578d44ee 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
@@ -450,12 +450,12 @@
         <span class="p">):</span>
             <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">            first thing to do is make a stellar lifetime table</span>
-<span class="sd">            </span>
+
 <span class="sd">            we should use the bse_options_json passed in</span>
 <span class="sd">            so our lifetime_population uses the same physics</span>
 <span class="sd">            as the main grid</span>
 
-<span class="sd">            TODO: Describe this function better with arguments and </span>
+<span class="sd">            TODO: Describe this function better with arguments and</span>
 <span class="sd">            &quot;&quot;&quot;</span>
 
             <span class="c1"># convert bse_options to dict</span>
@@ -595,7 +595,7 @@
                 <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">                Function to get a mass given a time, calculated by using the interpolator_time_mass</span>
 <span class="sd">                &quot;&quot;&quot;</span>
-                
+
                 <span class="k">return</span> <span class="p">(</span>
                     <span class="mf">10.0</span>
                     <span class="o">**</span> <span class="n">interpolator_time_mass</span><span class="o">.</span><span class="n">interpolate</span><span class="p">([</span><span class="n">math</span><span class="o">.</span><span class="n">log10</span><span class="p">(</span><span class="n">linear_time</span><span class="p">)])[</span><span class="mi">0</span><span class="p">]</span>
@@ -773,7 +773,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 44d4d8d9b..839009376 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
@@ -521,7 +521,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 6d93e5bf5..25d796272 100644
--- a/docs/build/html/_modules/binarycpython/utils/run_system_wrapper.html
+++ b/docs/build/html/_modules/binarycpython/utils/run_system_wrapper.html
@@ -205,7 +205,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 64b1bc526..5ea3a2451 100644
--- a/docs/build/html/_modules/binarycpython/utils/useful_funcs.html
+++ b/docs/build/html/_modules/binarycpython/utils/useful_funcs.html
@@ -471,7 +471,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 d10dce7be..4b5447f81 100644
--- a/docs/build/html/_modules/index.html
+++ b/docs/build/html/_modules/index.html
@@ -109,7 +109,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/binary_c_parameters.html b/docs/build/html/binary_c_parameters.html
index f03f2b788..2cacf0b64 100644
--- a/docs/build/html/binary_c_parameters.html
+++ b/docs/build/html/binary_c_parameters.html
@@ -3506,7 +3506,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 1c2e6f741..3fafba53d 100644
--- a/docs/build/html/custom_logging_functions.html
+++ b/docs/build/html/custom_logging_functions.html
@@ -329,7 +329,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 7399197fb..6deff5bf1 100644
--- a/docs/build/html/dicts.html
+++ b/docs/build/html/dicts.html
@@ -524,7 +524,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 925edc168..b93997b71 100644
--- a/docs/build/html/ensemble.html
+++ b/docs/build/html/ensemble.html
@@ -275,7 +275,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 14115fec6..068921e20 100644
--- a/docs/build/html/example_notebooks.html
+++ b/docs/build/html/example_notebooks.html
@@ -215,7 +215,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 40d2eb5c8..6a16d20a6 100644
--- a/docs/build/html/examples/notebook_BHBH.html
+++ b/docs/build/html/examples/notebook_BHBH.html
@@ -5574,7 +5574,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 0be8b2b43..3c946dbff 100644
--- a/docs/build/html/examples/notebook_HRD.html
+++ b/docs/build/html/examples/notebook_HRD.html
@@ -1366,7 +1366,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 0f40b7a4b..014647c40 100644
--- a/docs/build/html/examples/notebook_api_functionality.html
+++ b/docs/build/html/examples/notebook_api_functionality.html
@@ -1291,7 +1291,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 857d8658b..46f389cb6 100644
--- a/docs/build/html/examples/notebook_common_envelope_evolution.html
+++ b/docs/build/html/examples/notebook_common_envelope_evolution.html
@@ -1131,7 +1131,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 ed1c723bc..3d78a5f30 100644
--- a/docs/build/html/examples/notebook_custom_logging.html
+++ b/docs/build/html/examples/notebook_custom_logging.html
@@ -785,7 +785,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 844a5b0b5..8ef067668 100644
--- a/docs/build/html/examples/notebook_extra_features.html
+++ b/docs/build/html/examples/notebook_extra_features.html
@@ -537,7 +537,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 e167d4e9b..b810bc3b9 100644
--- a/docs/build/html/examples/notebook_individual_systems.html
+++ b/docs/build/html/examples/notebook_individual_systems.html
@@ -839,7 +839,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 a6fad454e..ceceef794 100644
--- a/docs/build/html/examples/notebook_luminosity_function_binaries.html
+++ b/docs/build/html/examples/notebook_luminosity_function_binaries.html
@@ -1198,7 +1198,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 9e3c5a6b0..d6cd69b64 100644
--- a/docs/build/html/examples/notebook_luminosity_function_single.html
+++ b/docs/build/html/examples/notebook_luminosity_function_single.html
@@ -855,7 +855,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 da6130b5c..958cd6321 100644
--- a/docs/build/html/examples/notebook_massive_remnants.html
+++ b/docs/build/html/examples/notebook_massive_remnants.html
@@ -960,7 +960,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 0e8e6ad1d..7aa2a669b 100644
--- a/docs/build/html/examples/notebook_population.html
+++ b/docs/build/html/examples/notebook_population.html
@@ -1414,7 +1414,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 48c1ae151..4835683a9 100644
--- a/docs/build/html/examples/notebook_solar_system.html
+++ b/docs/build/html/examples/notebook_solar_system.html
@@ -614,7 +614,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 cc749b54a..0785ce893 100644
--- a/docs/build/html/examples/old/basic_example.html
+++ b/docs/build/html/examples/old/basic_example.html
@@ -453,7 +453,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 eb52c1db3..ce732f9cd 100644
--- a/docs/build/html/examples/old/workshop_example_notebook.html
+++ b/docs/build/html/examples/old/workshop_example_notebook.html
@@ -892,7 +892,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 f884d6442..49203d849 100644
--- a/docs/build/html/functions.html
+++ b/docs/build/html/functions.html
@@ -720,7 +720,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 913f76a7e..43f078a4c 100644
--- a/docs/build/html/genindex.html
+++ b/docs/build/html/genindex.html
@@ -1074,7 +1074,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 9b04bd91a..7a86f17b6 100644
--- a/docs/build/html/grid.html
+++ b/docs/build/html/grid.html
@@ -376,7 +376,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 45833b167..ad7536b60 100644
--- a/docs/build/html/grid_options_descriptions.html
+++ b/docs/build/html/grid_options_descriptions.html
@@ -643,7 +643,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 7fbbc9c5e..34d577daa 100644
--- a/docs/build/html/index.html
+++ b/docs/build/html/index.html
@@ -309,7 +309,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 893b741ec..1914f6ae5 100644
--- a/docs/build/html/modules.html
+++ b/docs/build/html/modules.html
@@ -173,7 +173,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/build/html/plot_functions.html b/docs/build/html/plot_functions.html
index 5121512fd..78451a3f2 100644
--- a/docs/build/html/plot_functions.html
+++ b/docs/build/html/plot_functions.html
@@ -377,7 +377,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 1117c346f..696887e1d 100644
--- a/docs/build/html/population_extensions/HPC.html
+++ b/docs/build/html/population_extensions/HPC.html
@@ -322,10 +322,6 @@ the run-grid stage of the process.</p>
 <dt class="field-odd">Parameters</dt>
 <dd class="field-odd"><p><strong>string</strong> – the new contents of the status file</p>
 </dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p>True if the status was set, False otherwise.
-(As returned by either the appropriate Condor or Slurm function)</p>
-</dd>
 </dl>
 </dd></dl>
 
@@ -372,7 +368,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 1cf74ec60..3d318c6f9 100644
--- a/docs/build/html/population_extensions/Moe_di_Stefano_2017.html
+++ b/docs/build/html/population_extensions/Moe_di_Stefano_2017.html
@@ -192,7 +192,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 9d1384b75..2320938c5 100644
--- a/docs/build/html/population_extensions/analytics.html
+++ b/docs/build/html/population_extensions/analytics.html
@@ -181,7 +181,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 cb7e145c6..3e7c191cb 100644
--- a/docs/build/html/population_extensions/cache.html
+++ b/docs/build/html/population_extensions/cache.html
@@ -215,7 +215,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 404180eee..989e82da3 100644
--- a/docs/build/html/population_extensions/condor.html
+++ b/docs/build/html/population_extensions/condor.html
@@ -232,7 +232,7 @@ if grid_options[‘condor’]==3, we are being called from the jobs to run the g
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 cc4b5fdfa..d2964d659 100644
--- a/docs/build/html/population_extensions/dataIO.html
+++ b/docs/build/html/population_extensions/dataIO.html
@@ -393,7 +393,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 f4898a794..2fb35dc9b 100644
--- a/docs/build/html/population_extensions/distribution_functions.html
+++ b/docs/build/html/population_extensions/distribution_functions.html
@@ -833,7 +833,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 9221cf65a..dad3f8ebe 100644
--- a/docs/build/html/population_extensions/grid_logging.html
+++ b/docs/build/html/population_extensions/grid_logging.html
@@ -179,7 +179,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 9d073af62..4011bf458 100644
--- a/docs/build/html/population_extensions/grid_options_defaults.html
+++ b/docs/build/html/population_extensions/grid_options_defaults.html
@@ -242,7 +242,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 e7144b601..671b3dd3b 100644
--- a/docs/build/html/population_extensions/gridcode.html
+++ b/docs/build/html/population_extensions/gridcode.html
@@ -148,10 +148,10 @@ Use at own risk.</p>
 <li><p><strong>name</strong> (<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>) – <p>name of parameter used in the grid Python code.
 This is evaluated as a parameter and you can use it throughout
 the rest of the function</p>
-<dl class="simple">
-<dt>Examples::</dt><dd><p>name = ‘lnM_1’</p>
-</dd>
-</dl>
+<p>Examples:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">name</span> <span class="o">=</span> <span class="s1">&#39;lnM_1&#39;</span>
+</pre></div>
+</div>
 </p></li>
 <li><p><strong>parameter_name</strong> (<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>) – <p>name of the parameter in binary_c</p>
 <p>This name must correspond to a Python variable of the same name,
@@ -163,47 +163,51 @@ called parameter_name</p>
 </dl>
 </p></li>
 <li><p><strong>longname</strong> (<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>) – <p>Long name of parameter</p>
-<p class="rubric">Examples</p>
-<p>longname = ‘Primary mass’</p>
+<p>Examples:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">longname</span> <span class="o">=</span> <span class="s1">&#39;Primary mass&#39;</span>
+</pre></div>
+</div>
 </p></li>
 <li><p><strong>range</strong> – <p>Range of values to take. Does not get used really, the samplerfunc is used to
 get the values from</p>
-<dl class="simple">
-<dt>Examples::</dt><dd><p>range = [math.log(m_min), math.log(m_max)]</p>
-</dd>
-</dl>
+<p>Examples:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="nb">range</span> <span class="o">=</span> <span class="p">[</span><span class="n">math</span><span class="o">.</span><span class="n">log</span><span class="p">(</span><span class="n">m_min</span><span class="p">),</span> <span class="n">math</span><span class="o">.</span><span class="n">log</span><span class="p">(</span><span class="n">m_max</span><span class="p">)]</span>
+</pre></div>
+</div>
 </p></li>
 <li><p><strong>samplerfunc</strong> (<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>) – <p>Function returning a list or numpy array of samples spaced appropriately.
 You can either use a real function, or a string representation of a function call.</p>
-<dl class="simple">
-<dt>Examples::</dt><dd><p>samplerfunc = “self.const_linear(math.log(m_min), math.log(m_max), {})”.format(resolution[‘M_1’])</p>
-</dd>
-</dl>
+<p>Examples:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">samplerfunc</span> <span class="o">=</span> <span class="s2">&quot;self.const_linear(math.log(m_min), math.log(m_max), </span><span class="si">{}</span><span class="s2">)&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">resolution</span><span class="p">[</span><span class="s1">&#39;M_1&#39;</span><span class="p">])</span>
+</pre></div>
+</div>
 </p></li>
 <li><p><strong>precode</strong> (<code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]) – <p>Extra room for some code. This code will be evaluated within the loop of the
 sampling function (i.e. a value for lnM_1 is chosen already)</p>
-<dl class="simple">
-<dt>Examples::</dt><dd><p>precode = ‘M_1=math.exp(lnM_1);’</p>
-</dd>
-</dl>
+<p>Examples:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">precode</span> <span class="o">=</span> <span class="s1">&#39;M_1=math.exp(lnM_1);&#39;</span>
+</pre></div>
+</div>
 </p></li>
 <li><p><strong>postcode</strong> (<code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]) – Code executed after the probability is calculated.</p></li>
 <li><p><strong>probdist</strong> (<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>) – <p>Function determining the probability that gets assigned to the sampled parameter</p>
-<p class="rubric">Examples</p>
-<p>probdist = ‘self.Kroupa2001(M_1)*M_1’</p>
+<p>Examples:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">probdist</span> <span class="o">=</span> <span class="s1">&#39;self.Kroupa2001(M_1)*M_1&#39;</span>
+</pre></div>
+</div>
 </p></li>
 <li><p><strong>dphasevol</strong> (<code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code>]) – <p>part of the parameter space that the total probability is calculated with. Put to -1
 if you want to ignore any dphasevol calculations and set the value to 1</p>
-<dl class="simple">
-<dt>Examples::”</dt><dd><p>dphasevol = ‘dlnM_1’</p>
-</dd>
-</dl>
+<p>Examples:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">dphasevol</span> <span class="o">=</span> <span class="s1">&#39;dlnM_1&#39;</span>
+</pre></div>
+</div>
 </p></li>
 <li><p><strong>condition</strong> (<code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]) – <p>condition that has to be met in order for the grid generation to continue</p>
-<dl class="simple">
-<dt>Examples::</dt><dd><p>condition = ‘self.grid_options[‘binary’]==1’</p>
-</dd>
-</dl>
+<p>Examples:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">condition</span> <span class="o">=</span> <span class="s2">&quot;self.grid_options[&#39;binary&#39;]==1&quot;</span>
+</pre></div>
+</div>
 </p></li>
 <li><p><strong>gridtype</strong> (<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>) – Method on how the value range is sampled. Can be either ‘edge’ (steps starting at
 the lower edge of the value range) or ‘centred’
@@ -294,7 +298,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 6188b0299..0a0fd4c2a 100644
--- a/docs/build/html/population_extensions/metadata.html
+++ b/docs/build/html/population_extensions/metadata.html
@@ -167,7 +167,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 3b192ef5b..a61f88b60 100644
--- a/docs/build/html/population_extensions/slurm.html
+++ b/docs/build/html/population_extensions/slurm.html
@@ -233,7 +233,7 @@ if grid_options[‘slurm’]==3, we are being called from the jobs to run the gr
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 0b5daec14..1defa57ea 100644
--- a/docs/build/html/population_extensions/spacing_functions.html
+++ b/docs/build/html/population_extensions/spacing_functions.html
@@ -322,7 +322,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 28ee9f31e..44bbfb9a7 100644
--- a/docs/build/html/population_extensions/version_info.html
+++ b/docs/build/html/population_extensions/version_info.html
@@ -199,7 +199,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 789e7fab8..c342440fe 100644
--- a/docs/build/html/py-modindex.html
+++ b/docs/build/html/py-modindex.html
@@ -222,7 +222,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 3b3b4c4ed..0b355ac77 100644
--- a/docs/build/html/readme_link.html
+++ b/docs/build/html/readme_link.html
@@ -241,7 +241,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 57da36d97..1bf5f56c7 100644
--- a/docs/build/html/run_system_wrapper.html
+++ b/docs/build/html/run_system_wrapper.html
@@ -193,7 +193,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 3def28752..2443b4372 100644
--- a/docs/build/html/search.html
+++ b/docs/build/html/search.html
@@ -100,7 +100,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 4985e9b25..48a472992 100644
--- a/docs/build/html/searchindex.js
+++ b/docs/build/html/searchindex.js
@@ -1 +1 @@
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d:37,zoom_mean:37,zoomfac_multiplier_decreas:[0,7],zoomfac_multiplier_increas:[0,7],zsolar:31,zytkow:[0,7]},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","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 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diff --git a/docs/build/html/stellar_types.html b/docs/build/html/stellar_types.html
index c14f0d2e5..997979448 100644
--- a/docs/build/html/stellar_types.html
+++ b/docs/build/html/stellar_types.html
@@ -153,7 +153,7 @@
     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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 afe07d32b..d89a1b76a 100644
--- a/docs/build/html/useful_funcs.html
+++ b/docs/build/html/useful_funcs.html
@@ -350,7 +350,7 @@ 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 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" 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 efaf1b9ad..82662b9d4 100644
--- a/docs/source/_templates/footer.html
+++ b/docs/source/_templates/footer.html
@@ -2,7 +2,7 @@
 
 {%- block extrafooter %}
 <br><br>
-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 7e2b822d04dcc5482eabcc79ac1fe76bc42a6ece 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 7569fb77696d8d4c8498755efaa1e2f5c869487f 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 branch_david: git revision: "5845:20220107:201620bd7" url: <a href="https://gitlab.surrey.ac.uk/ri0005/binary_c/-/tree/branch_david">git url</a>.
 
diff --git a/docs/source/badges/test_coverage.svg b/docs/source/badges/test_coverage.svg
index 6d68f472b..012a8497e 100644
--- a/docs/source/badges/test_coverage.svg
+++ b/docs/source/badges/test_coverage.svg
@@ -15,7 +15,7 @@
     <g fill="#fff" text-anchor="middle" font-family="DejaVu Sans,Verdana,Geneva,sans-serif" font-size="11">
         <text x="31.5" y="15" fill="#010101" fill-opacity=".3">coverage</text>
         <text x="31.5" y="14">coverage</text>
-        <text x="80" y="15" fill="#010101" fill-opacity=".3">64%</text>
-        <text x="80" y="14">64%</text>
+        <text x="80" y="15" fill="#010101" fill-opacity=".3">70%</text>
+        <text x="80" y="14">70%</text>
     </g>
 </svg>
-- 
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