From f3943f9e1f7df9cb7522a4a81fd065a2b0e90d6c Mon Sep 17 00:00:00 2001
From: dh00601 <dh00601@surrey.ac.uk>
Date: Sat, 8 Jan 2022 16:51:21 +0000
Subject: [PATCH] updating docs

---
 .../utils/custom_logging_functions.py         |   9 ++-
 binarycpython/utils/dicts.py                  |  32 +++++------
 .../doctrees/custom_logging_functions.doctree | Bin 53598 -> 54168 bytes
 docs/build/doctrees/dicts.doctree             | Bin 87032 -> 84410 bytes
 docs/build/doctrees/environment.pickle        | Bin 889515 -> 889549 bytes
 .../population_extensions/dataIO.doctree      | Bin 84939 -> 85047 bytes
 docs/build/html/_images/test_coverage.svg     |   4 +-
 .../utils/custom_logging_functions.html       |  11 ++--
 .../_modules/binarycpython/utils/dicts.html   |  34 +++++------
 .../binarycpython/utils/ensemble.html         |   2 +-
 .../binarycpython/utils/functions.html        |   2 +-
 .../_modules/binarycpython/utils/grid.html    |   2 +-
 .../binarycpython/utils/plot_functions.html   |   2 +-
 .../utils/population_extensions/HPC.html      |   2 +-
 .../Moe_di_Stefano_2017.html                  |   2 +-
 .../population_extensions/analytics.html      |   2 +-
 .../utils/population_extensions/cache.html    |   2 +-
 .../utils/population_extensions/condor.html   |   2 +-
 .../utils/population_extensions/dataIO.html   |   8 ++-
 .../distribution_functions.html               |   2 +-
 .../population_extensions/grid_logging.html   |   2 +-
 .../grid_options_defaults.html                |   2 +-
 .../utils/population_extensions/gridcode.html |   2 +-
 .../utils/population_extensions/metadata.html |   2 +-
 .../utils/population_extensions/slurm.html    |   2 +-
 .../spacing_functions.html                    |   2 +-
 .../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 |  10 ++--
 docs/build/html/dicts.html                    |  53 ++++++------------
 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 |   2 +-
 .../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    |   6 +-
 .../distribution_functions.html               |   2 +-
 .../population_extensions/grid_logging.html   |   2 +-
 .../grid_options_defaults.html                |   2 +-
 .../html/population_extensions/gridcode.html  |   2 +-
 .../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 +-
 79 files changed, 136 insertions(+), 165 deletions(-)

diff --git a/binarycpython/utils/custom_logging_functions.py b/binarycpython/utils/custom_logging_functions.py
index 7298ce86c..73136f00c 100644
--- a/binarycpython/utils/custom_logging_functions.py
+++ b/binarycpython/utils/custom_logging_functions.py
@@ -191,14 +191,14 @@ def binary_c_write_log_code(code: str, filename: str, verbosity: int = 0) -> Non
 
 def from_binary_c_config(config_file: str, flag: str) -> str:
     """
-    Function to run the binaryc_config command with flags
+    Function to run the ``binaryc_config`` command with flags
 
     Args:
-        config_file: binary_c-config filepath TODO: change the name of this
-        flag: flag used in the binary_c-config call.
+        config_file: ``binary_c-config`` filepath. TODO: change the name of this
+        flag: flag used in the ``binary_c-config`` call.
 
     Returns:
-        returns the result of <binary_c-config> <flag>
+        returns the result of ``<binary_c-config> <flag>``
     """
 
     res = subprocess.check_output(
@@ -209,7 +209,6 @@ def from_binary_c_config(config_file: str, flag: str) -> str:
 
     # convert and chop off newline
     res = res.decode("utf-8").rstrip()
-    # print(res)
 
     return res
 
diff --git a/binarycpython/utils/dicts.py b/binarycpython/utils/dicts.py
index 7009d21df..f0687f620 100644
--- a/binarycpython/utils/dicts.py
+++ b/binarycpython/utils/dicts.py
@@ -172,36 +172,35 @@ def _recursive_normalize_floats(path, d, const, parent=None, ignore=None):
 
 def multiply_float_values(d, const, ignore=None):
     """
-    multiply_float_values : A function to recursively multiply values of a (nested) dictionary that are floats by a constant. Nested dictionaries call this function recursively.
+    A function to recursively multiply values of a (nested) dictionary that are floats by a constant. Nested dictionaries call this function recursively.
 
     Args:
-        d = the dictionary
-        const = the constant that multiplies float values
+        d: the dictionary
+        const: the constant that multiplies float values
     """
+
     path = []
     _recursive_normalize_floats(path, d, const, parent=d, ignore=ignore)
 
 
 def subtract_dicts(dict_1: dict, dict_2: dict) -> dict:
     """
-    Function to subtract two dictionaries.
+    Function to subtract two dictionaries, i.e. ``dict_1 - dict_2``
 
     Only allows values to be either a dict or a numerical type
 
     For the overlapping keys (key name present in both dicts):
-        When the keys are of the same type:
-            - If the types are of numerical type: subtract the value at dict 2 from dict 1.
-            - If the types are both dictionaries: call this function with the subdicts
+        When the keys are of the same type: If the types are of numerical type we subtract the value at dict 2 from dict 1. If the types are both dictionaries: call this function with the subdicts
 
-        When the keys are not of the same type:
-            - if the keys are all of numerical types
+        When the keys are not of the same type: If the keys are all of numerical types we do the subtraction. If they are not numerical we raise an error.
 
     For the unique keys:
-        - if the key is from dict 1: adds the value to the new dict (be it numerical value or dict)
-        - If the key is from dict 2: Adds the negative of its value in case of numerical type.
-            if the type is a dict, the result of subtract_dicts({}, dict_2[key]) will be set
+        If the key is from dict 1: adds the value to the new dict (be it numerical value or dict)
+
+        If the key is from dict 2: Adds the negative of its value in case of numerical type. If the type is a dict, the result of ``subtract_dicts({}, dict_2[key])`` will be set
 
     If the result is 0, the key will be removed from the resulting dict.
+
     If that results in an empty dict, the dict will be removed too.
 
     Args:
@@ -209,7 +208,7 @@ def subtract_dicts(dict_1: dict, dict_2: dict) -> dict:
         dict_2: second dictionary
 
     Returns:
-        Subtracted dictionary
+        Subtracted dictionary, i.e. ``dict_1 - dict_2`` 
     """
 
     # Set up new dict
@@ -573,12 +572,9 @@ def update_dicts(dict_1: dict, dict_2: dict) -> dict:
     Function to update dict_1 with values of dict_2 in a recursive way.
 
     Behaviour:
+        When dict keys are only present in one of either: we just add the content to the new dict
 
-    When dict keys are only present in one of either:
-        - we just add the content to the new dict
-
-    When dict keys are present in both, we decide based on the value types how to combine them:
-        - value of dict2 will be taken
+        When dict keys are present in both, we decide based on the value types how to combine them: value of dict2 will be taken
 
     Args:
         dict_1: first dictionary
diff --git a/docs/build/doctrees/custom_logging_functions.doctree b/docs/build/doctrees/custom_logging_functions.doctree
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diff --git a/docs/build/doctrees/environment.pickle b/docs/build/doctrees/environment.pickle
index 39df13a0b90a951f20181d4d80eea59179a009f4..21833e8797ae9ca577eab8b6c4fedd653f1d64e8 100644
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diff --git a/docs/build/doctrees/population_extensions/dataIO.doctree b/docs/build/doctrees/population_extensions/dataIO.doctree
index 1b26eae88e9ad3283903f427f7f316971dc7b119..acc6b3c2a3658d01dbdd45ced6c03c082114092c 100644
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diff --git a/docs/build/html/_images/test_coverage.svg b/docs/build/html/_images/test_coverage.svg
index 4f8c1853c..d76f04f02 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">50%</text>
-        <text x="80" y="14">50%</text>
+        <text x="80" y="15" fill="#010101" fill-opacity=".3">51%</text>
+        <text x="80" y="14">51%</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 6a521fc97..0192f47c8 100644
--- a/docs/build/html/_modules/binarycpython/utils/custom_logging_functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/custom_logging_functions.html
@@ -264,14 +264,14 @@
 
 <div class="viewcode-block" id="from_binary_c_config"><a class="viewcode-back" href="../../../custom_logging_functions.html#binarycpython.utils.custom_logging_functions.from_binary_c_config">[docs]</a><span class="k">def</span> <span class="nf">from_binary_c_config</span><span class="p">(</span><span class="n">config_file</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">flag</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
     <span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    Function to run the binaryc_config command with flags</span>
+<span class="sd">    Function to run the ``binaryc_config`` command with flags</span>
 
 <span class="sd">    Args:</span>
-<span class="sd">        config_file: binary_c-config filepath TODO: change the name of this</span>
-<span class="sd">        flag: flag used in the binary_c-config call.</span>
+<span class="sd">        config_file: ``binary_c-config`` filepath. TODO: change the name of this</span>
+<span class="sd">        flag: flag used in the ``binary_c-config`` call.</span>
 
 <span class="sd">    Returns:</span>
-<span class="sd">        returns the result of &lt;binary_c-config&gt; &lt;flag&gt;</span>
+<span class="sd">        returns the result of ``&lt;binary_c-config&gt; &lt;flag&gt;``</span>
 <span class="sd">    &quot;&quot;&quot;</span>
 
     <span class="n">res</span> <span class="o">=</span> <span class="n">subprocess</span><span class="o">.</span><span class="n">check_output</span><span class="p">(</span>
@@ -282,7 +282,6 @@
 
     <span class="c1"># convert and chop off newline</span>
     <span class="n">res</span> <span class="o">=</span> <span class="n">res</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s2">&quot;utf-8&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">rstrip</span><span class="p">()</span>
-    <span class="c1"># print(res)</span>
 
     <span class="k">return</span> <span class="n">res</span></div>
 
@@ -552,7 +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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 3baf7f1bd..fedae4dc4 100644
--- a/docs/build/html/_modules/binarycpython/utils/dicts.html
+++ b/docs/build/html/_modules/binarycpython/utils/dicts.html
@@ -245,36 +245,35 @@
 
 <div class="viewcode-block" id="multiply_float_values"><a class="viewcode-back" href="../../../dicts.html#binarycpython.utils.dicts.multiply_float_values">[docs]</a><span class="k">def</span> <span class="nf">multiply_float_values</span><span class="p">(</span><span class="n">d</span><span class="p">,</span> <span class="n">const</span><span class="p">,</span> <span class="n">ignore</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    multiply_float_values : A function to recursively multiply values of a (nested) dictionary that are floats by a constant. Nested dictionaries call this function recursively.</span>
+<span class="sd">    A function to recursively multiply values of a (nested) dictionary that are floats by a constant. Nested dictionaries call this function recursively.</span>
 
 <span class="sd">    Args:</span>
-<span class="sd">        d = the dictionary</span>
-<span class="sd">        const = the constant that multiplies float values</span>
+<span class="sd">        d: the dictionary</span>
+<span class="sd">        const: the constant that multiplies float values</span>
 <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">d</span><span class="p">,</span> <span class="n">const</span><span class="p">,</span> <span class="n">parent</span><span class="o">=</span><span class="n">d</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>
     <span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    Function to subtract two dictionaries.</span>
+<span class="sd">    Function to subtract two dictionaries, i.e. ``dict_1 - dict_2``</span>
 
 <span class="sd">    Only allows values to be either a dict or a numerical type</span>
 
 <span class="sd">    For the overlapping keys (key name present in both dicts):</span>
-<span class="sd">        When the keys are of the same type:</span>
-<span class="sd">            - If the types are of numerical type: subtract the value at dict 2 from dict 1.</span>
-<span class="sd">            - If the types are both dictionaries: call this function with the subdicts</span>
+<span class="sd">        When the keys are of the same type: If the types are of numerical type we subtract the value at dict 2 from dict 1. If the types are both dictionaries: call this function with the subdicts</span>
 
-<span class="sd">        When the keys are not of the same type:</span>
-<span class="sd">            - if the keys are all of numerical types</span>
+<span class="sd">        When the keys are not of the same type: If the keys are all of numerical types we do the subtraction. If they are not numerical we raise an error.</span>
 
 <span class="sd">    For the unique keys:</span>
-<span class="sd">        - if the key is from dict 1: adds the value to the new dict (be it numerical value or dict)</span>
-<span class="sd">        - If the key is from dict 2: Adds the negative of its value in case of numerical type.</span>
-<span class="sd">            if the type is a dict, the result of subtract_dicts({}, dict_2[key]) will be set</span>
+<span class="sd">        If the key is from dict 1: adds the value to the new dict (be it numerical value or dict)</span>
+
+<span class="sd">        If the key is from dict 2: Adds the negative of its value in case of numerical type. If the type is a dict, the result of ``subtract_dicts({}, dict_2[key])`` will be set</span>
 
 <span class="sd">    If the result is 0, the key will be removed from the resulting dict.</span>
+
 <span class="sd">    If that results in an empty dict, the dict will be removed too.</span>
 
 <span class="sd">    Args:</span>
@@ -282,7 +281,7 @@
 <span class="sd">        dict_2: second dictionary</span>
 
 <span class="sd">    Returns:</span>
-<span class="sd">        Subtracted dictionary</span>
+<span class="sd">        Subtracted dictionary, i.e. ``dict_1 - dict_2`` </span>
 <span class="sd">    &quot;&quot;&quot;</span>
 
     <span class="c1"># Set up new dict</span>
@@ -646,12 +645,9 @@
 <span class="sd">    Function to update dict_1 with values of dict_2 in a recursive way.</span>
 
 <span class="sd">    Behaviour:</span>
+<span class="sd">        When dict keys are only present in one of either: we just add the content to the new dict</span>
 
-<span class="sd">    When dict keys are only present in one of either:</span>
-<span class="sd">        - we just add the content to the new dict</span>
-
-<span class="sd">    When dict keys are present in both, we decide based on the value types how to combine them:</span>
-<span class="sd">        - value of dict2 will be taken</span>
+<span class="sd">        When dict keys are present in both, we decide based on the value types how to combine them: value of dict2 will be taken</span>
 
 <span class="sd">    Args:</span>
 <span class="sd">        dict_1: first dictionary</span>
@@ -904,7 +900,7 @@
     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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 c728ad217..ed4d9eb72 100644
--- a/docs/build/html/_modules/binarycpython/utils/ensemble.html
+++ b/docs/build/html/_modules/binarycpython/utils/ensemble.html
@@ -467,7 +467,7 @@
     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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 cd44eac03..5bda28242 100644
--- a/docs/build/html/_modules/binarycpython/utils/functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/functions.html
@@ -1287,7 +1287,7 @@
     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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 ce8a80180..0fb0d4c0c 100644
--- a/docs/build/html/_modules/binarycpython/utils/grid.html
+++ b/docs/build/html/_modules/binarycpython/utils/grid.html
@@ -2469,7 +2469,7 @@
     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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 08e818327..edc3327bc 100644
--- a/docs/build/html/_modules/binarycpython/utils/plot_functions.html
+++ b/docs/build/html/_modules/binarycpython/utils/plot_functions.html
@@ -713,7 +713,7 @@
     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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 120d627ca..2b31fe576 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/HPC.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/HPC.html
@@ -802,7 +802,7 @@
     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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 20f678f30..07fb1cc45 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
@@ -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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 07fde3935..0c630b38a 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/analytics.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/analytics.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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 a20d532fc..fcf688fd0 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/cache.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/cache.html
@@ -451,7 +451,7 @@
     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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 8970b049d..a110a2bd7 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/condor.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/condor.html
@@ -641,7 +641,7 @@
     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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 6dbd86538..e9ad8cbd6 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/dataIO.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/dataIO.html
@@ -739,14 +739,16 @@
 <div class="viewcode-block" id="dataIO.NFS_flush_hack"><a class="viewcode-back" href="../../../../population_extensions/dataIO.html#binarycpython.utils.population_extensions.dataIO.dataIO.NFS_flush_hack">[docs]</a>    <span class="k">def</span> <span class="nf">NFS_flush_hack</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">filename</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Use opendir()/closedir() to flush NFS access to a file.</span>
+
 <span class="sd">        NOTE: this may or may not work!</span>
 
 <span class="sd">        TODO: This function leads to a complaint about unclosed scandir operators. Check if that can be resolved.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">os</span><span class="o">.</span><span class="n">sync</span><span class="p">()</span>
         <span class="n">dirname</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">dirname</span><span class="p">(</span><span class="n">filename</span><span class="p">)</span>
-        <span class="n">os</span><span class="o">.</span><span class="n">scandir</span><span class="p">(</span><span class="n">dirname</span><span class="p">)</span>
-        <span class="n">os</span><span class="o">.</span><span class="n">scandir</span><span class="o">.</span><span class="n">close</span><span class="p">()</span></div>
+
+        <span class="k">for</span> <span class="n">_</span> <span class="ow">in</span> <span class="n">os</span><span class="o">.</span><span class="n">scandir</span><span class="p">(</span><span class="n">dirname</span><span class="p">):</span>
+            <span class="k">pass</span></div>
 
 <div class="viewcode-block" id="dataIO.compression_type"><a class="viewcode-back" href="../../../../population_extensions/dataIO.html#binarycpython.utils.population_extensions.dataIO.dataIO.compression_type">[docs]</a>    <span class="k">def</span> <span class="nf">compression_type</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">filename</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
@@ -881,7 +883,7 @@
     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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 5fe79eed4..7106293a7 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
@@ -2400,7 +2400,7 @@
     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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 6d77b3bec..75ce4cab8 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
@@ -552,7 +552,7 @@
     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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 73ac8b058..1c17aec5f 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
@@ -713,7 +713,7 @@
     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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 343be0bbe..484158709 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/gridcode.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/gridcode.html
@@ -1219,7 +1219,7 @@
     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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 1c4e6ca6b..ae35b0677 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/metadata.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/metadata.html
@@ -234,7 +234,7 @@
     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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 94663a6bd..3e8aeb960 100644
--- a/docs/build/html/_modules/binarycpython/utils/population_extensions/slurm.html
+++ b/docs/build/html/_modules/binarycpython/utils/population_extensions/slurm.html
@@ -535,7 +535,7 @@
     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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 faec36a4a..12e087273 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
@@ -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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 f2690c76f..9e139fb70 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 33a425fed..b91380f03 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 77508d21f..697cd34f5 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 d5f56e161..b1c1d7561 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 298481c7c..cf4a3891a 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 e58b9b829..e2980117f 100644
--- a/docs/build/html/custom_logging_functions.html
+++ b/docs/build/html/custom_logging_functions.html
@@ -271,19 +271,19 @@ I recommend using this in function in combination with a function that generates
 <dl class="py function">
 <dt class="sig sig-object py" id="binarycpython.utils.custom_logging_functions.from_binary_c_config">
 <span class="sig-prename descclassname"><span class="pre">binarycpython.utils.custom_logging_functions.</span></span><span class="sig-name descname"><span class="pre">from_binary_c_config</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">config_file</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">flag</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/binarycpython/utils/custom_logging_functions.html#from_binary_c_config"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#binarycpython.utils.custom_logging_functions.from_binary_c_config" title="Permalink to this definition"></a></dt>
-<dd><p>Function to run the binaryc_config command with flags</p>
+<dd><p>Function to run the <code class="docutils literal notranslate"><span class="pre">binaryc_config</span></code> command with flags</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>config_file</strong> (<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>) – binary_c-config filepath TODO: change the name of this</p></li>
-<li><p><strong>flag</strong> (<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>) – flag used in the binary_c-config call.</p></li>
+<li><p><strong>config_file</strong> (<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>) – <code class="docutils literal notranslate"><span class="pre">binary_c-config</span></code> filepath. TODO: change the name of this</p></li>
+<li><p><strong>flag</strong> (<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>) – flag used in the <code class="docutils literal notranslate"><span class="pre">binary_c-config</span></code> call.</p></li>
 </ul>
 </dd>
 <dt class="field-even">Return type</dt>
 <dd class="field-even"><p><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></p>
 </dd>
 <dt class="field-odd">Returns</dt>
-<dd class="field-odd"><p>returns the result of &lt;binary_c-config&gt; &lt;flag&gt;</p>
+<dd class="field-odd"><p>returns the result of <code class="docutils literal notranslate"><span class="pre">&lt;binary_c-config&gt;</span> <span class="pre">&lt;flag&gt;</span></code></p>
 </dd>
 </dl>
 </dd></dl>
@@ -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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 5ea93988d..60f104078 100644
--- a/docs/build/html/dicts.html
+++ b/docs/build/html/dicts.html
@@ -286,12 +286,12 @@ this is ~ a factor 10 faster than David’s recursive_change_key_to_float routin
 <dl class="py function">
 <dt class="sig sig-object py" id="binarycpython.utils.dicts.multiply_float_values">
 <span class="sig-prename descclassname"><span class="pre">binarycpython.utils.dicts.</span></span><span class="sig-name descname"><span class="pre">multiply_float_values</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">d</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">const</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ignore</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/binarycpython/utils/dicts.html#multiply_float_values"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#binarycpython.utils.dicts.multiply_float_values" title="Permalink to this definition"></a></dt>
-<dd><p>multiply_float_values : A function to recursively multiply values of a (nested) dictionary that are floats by a constant. Nested dictionaries call this function recursively.</p>
+<dd><p>A function to recursively multiply values of a (nested) dictionary that are floats by a constant. Nested dictionaries call this function recursively.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>dictionary</strong> (<em>d = the</em>) – </p></li>
-<li><p><strong>values</strong> (<em>const = the constant that multiplies float</em>) – </p></li>
+<li><p><strong>d</strong> – the dictionary</p></li>
+<li><p><strong>const</strong> – the constant that multiplies float values</p></li>
 </ul>
 </dd>
 </dl>
@@ -367,33 +367,18 @@ Does not work with lists as values</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="binarycpython.utils.dicts.subtract_dicts">
 <span class="sig-prename descclassname"><span class="pre">binarycpython.utils.dicts.</span></span><span class="sig-name descname"><span class="pre">subtract_dicts</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dict_1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dict_2</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/binarycpython/utils/dicts.html#subtract_dicts"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#binarycpython.utils.dicts.subtract_dicts" title="Permalink to this definition"></a></dt>
-<dd><p>Function to subtract two dictionaries.</p>
+<dd><p>Function to subtract two dictionaries, i.e. <code class="docutils literal notranslate"><span class="pre">dict_1</span> <span class="pre">-</span> <span class="pre">dict_2</span></code></p>
 <p>Only allows values to be either a dict or a numerical type</p>
-<dl class="simple">
-<dt>For the overlapping keys (key name present in both dicts):</dt><dd><dl class="simple">
-<dt>When the keys are of the same type:</dt><dd><ul class="simple">
-<li><p>If the types are of numerical type: subtract the value at dict 2 from dict 1.</p></li>
-<li><p>If the types are both dictionaries: call this function with the subdicts</p></li>
-</ul>
+<dl>
+<dt>For the overlapping keys (key name present in both dicts):</dt><dd><p>When the keys are of the same type: If the types are of numerical type we subtract the value at dict 2 from dict 1. If the types are both dictionaries: call this function with the subdicts</p>
+<p>When the keys are not of the same type: If the keys are all of numerical types we do the subtraction. If they are not numerical we raise an error.</p>
 </dd>
-<dt>When the keys are not of the same type:</dt><dd><ul class="simple">
-<li><p>if the keys are all of numerical types</p></li>
-</ul>
-</dd>
-</dl>
-</dd>
-<dt>For the unique keys:</dt><dd><ul class="simple">
-<li><p>if the key is from dict 1: adds the value to the new dict (be it numerical value or dict)</p></li>
-<li><dl class="simple">
-<dt>If the key is from dict 2: Adds the negative of its value in case of numerical type.</dt><dd><p>if the type is a dict, the result of subtract_dicts({}, dict_2[key]) will be set</p>
-</dd>
-</dl>
-</li>
-</ul>
+<dt>For the unique keys:</dt><dd><p>If the key is from dict 1: adds the value to the new dict (be it numerical value or dict)</p>
+<p>If the key is from dict 2: Adds the negative of its value in case of numerical type. If the type is a dict, the result of <code class="docutils literal notranslate"><span class="pre">subtract_dicts({},</span> <span class="pre">dict_2[key])</span></code> will be set</p>
 </dd>
 </dl>
-<p>If the result is 0, the key will be removed from the resulting dict.
-If that results in an empty dict, the dict will be removed too.</p>
+<p>If the result is 0, the key will be removed from the resulting dict.</p>
+<p>If that results in an empty dict, the dict will be removed too.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters</dt>
 <dd class="field-odd"><ul class="simple">
@@ -405,7 +390,7 @@ If that results in an empty dict, the dict will be removed too.</p>
 <dd class="field-even"><p><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code></p>
 </dd>
 <dt class="field-odd">Returns</dt>
-<dd class="field-odd"><p>Subtracted dictionary</p>
+<dd class="field-odd"><p>Subtracted dictionary, i.e. <code class="docutils literal notranslate"><span class="pre">dict_1</span> <span class="pre">-</span> <span class="pre">dict_2</span></code></p>
 </dd>
 </dl>
 </dd></dl>
@@ -414,15 +399,9 @@ If that results in an empty dict, the dict will be removed too.</p>
 <dt class="sig sig-object py" id="binarycpython.utils.dicts.update_dicts">
 <span class="sig-prename descclassname"><span class="pre">binarycpython.utils.dicts.</span></span><span class="sig-name descname"><span class="pre">update_dicts</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dict_1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dict_2</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/binarycpython/utils/dicts.html#update_dicts"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#binarycpython.utils.dicts.update_dicts" title="Permalink to this definition"></a></dt>
 <dd><p>Function to update dict_1 with values of dict_2 in a recursive way.</p>
-<p>Behaviour:</p>
-<dl class="simple">
-<dt>When dict keys are only present in one of either:</dt><dd><ul class="simple">
-<li><p>we just add the content to the new dict</p></li>
-</ul>
-</dd>
-<dt>When dict keys are present in both, we decide based on the value types how to combine them:</dt><dd><ul class="simple">
-<li><p>value of dict2 will be taken</p></li>
-</ul>
+<dl>
+<dt>Behaviour:</dt><dd><p>When dict keys are only present in one of either: we just add the content to the new dict</p>
+<p>When dict keys are present in both, we decide based on the value types how to combine them: value of dict2 will be taken</p>
 </dd>
 </dl>
 <dl class="field-list simple">
@@ -462,7 +441,7 @@ If that results in an empty dict, the dict will be removed too.</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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 30b2815a5..239f3839d 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 935a840fe..9814e5b21 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 feed4128c..df9e5c4a5 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 688ee40a7..34beb7a71 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 7307f9af1..5e9ba94b4 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 142415890..1be791553 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 699682ba6..f819b261a 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 1ce21a285..a26d49640 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 316e2c1db..17d420cae 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 249370faf..aa92d9888 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 400e843f1..dc2f2a30c 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 d845063bc..45d13910b 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 f88d03f8e..8a2066a68 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 e5ebc0445..7b51cb8b1 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 7084f4144..cf5dbc666 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 8bf459335..3be13cee8 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 c474e20e9..f21faa026 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 51d368078..f94456426 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 e71d96221..93fbd756b 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 8d1329af8..cabcf934a 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 1b4bce902..3cb10d587 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 b669cf64b..4a6dcd70f 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 8fe41f1da..1506174c6 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 4cb053932..aa5dd71d8 100644
--- a/docs/build/html/population_extensions/HPC.html
+++ b/docs/build/html/population_extensions/HPC.html
@@ -372,7 +372,7 @@ 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 95c32a0dc..ce2c2b3aa 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 325518df2..e4b388e96 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 bfb34ca15..9b7283d44 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 a553a25e8..84b3bc63b 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 3079463d1..4ec89d89c 100644
--- a/docs/build/html/population_extensions/dataIO.html
+++ b/docs/build/html/population_extensions/dataIO.html
@@ -134,8 +134,8 @@
 <dl class="py method">
 <dt class="sig sig-object py" id="binarycpython.utils.population_extensions.dataIO.dataIO.NFS_flush_hack">
 <span class="sig-name descname"><span class="pre">NFS_flush_hack</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filename</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/binarycpython/utils/population_extensions/dataIO.html#dataIO.NFS_flush_hack"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#binarycpython.utils.population_extensions.dataIO.dataIO.NFS_flush_hack" title="Permalink to this definition"></a></dt>
-<dd><p>Use opendir()/closedir() to flush NFS access to a file.
-NOTE: this may or may not work!</p>
+<dd><p>Use opendir()/closedir() to flush NFS access to a file.</p>
+<p>NOTE: this may or may not work!</p>
 <p>TODO: This function leads to a complaint about unclosed scandir operators. Check if that can be resolved.</p>
 </dd></dl>
 
@@ -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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 a3a7b04cf..e42d537c4 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 69871c029..2317a1e57 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 8415ff2fc..48fefdc7e 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 e5faa63f4..043113bf3 100644
--- a/docs/build/html/population_extensions/gridcode.html
+++ b/docs/build/html/population_extensions/gridcode.html
@@ -282,7 +282,7 @@ 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 7f2ed7af2..f397ba02c 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 8c6e0df9a..f23735319 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 8d415b46d..a48f9af94 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 536485a49..e57725141 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 563cac0ad..b390203d5 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 099bc23b3..93e97c7a6 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 45d4cd866..7e3019b83 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 3698aa49b..ce833ad4d 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 363752686..3d445a149 100644
--- a/docs/build/html/searchindex.js
+++ b/docs/build/html/searchindex.js
@@ -1 +1 @@
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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 91b01cd87..c9dd80431 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>.
   
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-Generated on binarycpython git branch: development_0.9.3/2.2.1 git revision 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 c483bfbee..6600bdf1b 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 9f09b2054..fcd772809 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 6c50cae388f9d9326bbb687ca0ecdc2df766f7f5 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 65c361290c607d015366bca40731b634b361cfa0 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 4f8c1853c..d76f04f02 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">50%</text>
-        <text x="80" y="14">50%</text>
+        <text x="80" y="15" fill="#010101" fill-opacity=".3">51%</text>
+        <text x="80" y="14">51%</text>
     </g>
 </svg>
-- 
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