libraries updated and version updated to 5.5.0 (#64)

* fix: update deprecated attribute get_feature_names to get_feature_names_out * backword compatibility and support for latest version * type error for statsmodel upgrade resolved. * key error for statsmodels upgrade resolved * value error for statsmodels upgrade resolved * removing knn test for 'matching' metric as it is no longer supported * test cases fixed * refactor changes * removing extra lines of code * examples of exporter have been updated * documentation and version have been updated * naming convention of exporter indocs updated. --------- Co-authored-by: Soni-G <[email protected]> Co-authored-by: cchi <[email protected]> Co-authored-by: Mohammed Fazil <[email protected]>
SoftwareAG · Aug 2, 2023 · 161ffd7 · 161ffd7
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diff --git a/.github/workflows/test-master.yml b/.github/workflows/test-master.yml
@@ -20,7 +20,7 @@ jobs:
     strategy:
       matrix:
         os: ['ubuntu-latest', 'windows-latest']
-        python-version: [ '3.6', '3.7', '3.8' ]
+        python-version: [ '3.8', '3.9', '3.10' ]
 
     steps:
     - uses: actions/checkout@v2
@@ -29,7 +29,7 @@ jobs:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies
       run: |
-        python -m pip install --upgrade pip==20.2.2
+        python -m pip install --upgrade pip==23.1.2
         python -m pip install -e .
         python nyoka/tests/_install_dependencies.py
     - name: Test with pytest
@@ -42,10 +42,10 @@ jobs:
       - uses: actions/checkout@v2
       - uses: actions/setup-python@v2
         with:
-          python-version: 3.6
+          python-version: 3.8
       - name: Install dependencies
         run: |
-          python -m pip install --upgrade pip==20.2.2
+          python -m pip install --upgrade pip==23.1.2
           python -m pip install -e .
           python nyoka/tests/_install_dependencies.py
       - name: Generate test coverage report

diff --git a/README.md b/README.md
@@ -19,7 +19,7 @@ Read the documentation at **[Nyoka Documentation](https://softwareag.github.io/n
 
 ## List of libraries and models supported by Nyoka :
 
-### Scikit-Learn (version <= 0.23.1):
+### Scikit-Learn:
 
 #### Models -
 
@@ -74,14 +74,14 @@ Read the documentation at **[Nyoka Documentation](https://softwareag.github.io/n
 *  [`LGBMRegressor`](https://lightgbm.readthedocs.io/en/latest/pythonapi/lightgbm.LGBMRegressor.html)
 
 
-### XGBoost (version <= 1.5.2):
+### XGBoost:
 
 
 *  [`XGBClassifier`](https://xgboost.readthedocs.io/en/release_1.5.0/python/python_api.html#module-xgboost.sklearn)
 *  [`XGBRegressor`](https://xgboost.readthedocs.io/en/release_1.5.0/python/python_api.html#module-xgboost.sklearn)
 
 
-### Statsmodels (version <= 0.11.1):
+### Statsmodels:
 
 
 *  [`tsa.arima_model.ARIMA`](https://github.com/statsmodels/statsmodels/blob/master/statsmodels/tsa/arima_model.py#L1026)

diff --git a/docs/.buildinfo b/docs/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: cd9cd651081c4d496ec0a729bf364d67
+config: 03accd84b224698acf6acb00dd9a2f6f
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/docs/.doctrees/PMML44.doctree b/docs/.doctrees/PMML44.doctree
diff --git a/docs/.doctrees/PMML44Super.doctree b/docs/.doctrees/PMML44Super.doctree
diff --git a/docs/.doctrees/arima.doctree b/docs/.doctrees/arima.doctree
diff --git a/docs/.doctrees/enums.doctree b/docs/.doctrees/enums.doctree
diff --git a/docs/.doctrees/environment.pickle b/docs/.doctrees/environment.pickle
diff --git a/docs/.doctrees/exponential_smoothing.doctree b/docs/.doctrees/exponential_smoothing.doctree
diff --git a/docs/.doctrees/index.doctree b/docs/.doctrees/index.doctree
diff --git a/docs/.doctrees/keras_model_to_pmml.doctree b/docs/.doctrees/keras_model_to_pmml.doctree
diff --git a/docs/.doctrees/lag.doctree b/docs/.doctrees/lag.doctree
diff --git a/docs/.doctrees/lgb_to_pmml.doctree b/docs/.doctrees/lgb_to_pmml.doctree
diff --git a/docs/.doctrees/metadata.doctree b/docs/.doctrees/metadata.doctree
diff --git a/docs/.doctrees/pre_process.doctree b/docs/.doctrees/pre_process.doctree
diff --git a/docs/.doctrees/retinanet.doctree b/docs/.doctrees/retinanet.doctree
diff --git a/docs/.doctrees/skl_to_pmml.doctree b/docs/.doctrees/skl_to_pmml.doctree
diff --git a/docs/.doctrees/statsmodels_to_pmml.doctree b/docs/.doctrees/statsmodels_to_pmml.doctree
diff --git a/docs/.doctrees/xgboost_to_pmml.doctree b/docs/.doctrees/xgboost_to_pmml.doctree
diff --git a/docs/.nojekyll b/docs/.nojekyll
diff --git a/docs/_modules/enums.html b/docs/_modules/enums.html
diff --git a/docs/_modules/exponential_smoothing.html b/docs/_modules/exponential_smoothing.html
diff --git a/docs/_modules/index.html b/docs/_modules/index.html
@@ -1,220 +1,110 @@
-
-
 <!DOCTYPE html>
-<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
-<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
+<html class="writer-html5" lang="en" >
 <head>
-  <meta charset="utf-8">
-
-  <meta name="viewport" content="width=device-width, initial-scale=1.0">
-
-  <title>Overview: Module code &mdash; Nyoka 4.2.0 documentation</title>
-
-
-
-
-
+  <meta charset="utf-8" />
+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  <title>Overview: module code &mdash; Nyoka 5.5.0 documentation</title>
+      <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+      <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
+  <!--[if lt IE 9]>
+    <script src="../_static/js/html5shiv.min.js"></script>
+  <![endif]-->
 
-
-
-  <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
-
-
-      <script type="text/javascript">
-          var DOCUMENTATION_OPTIONS = {
-              URL_ROOT:'../',
-              VERSION:'4.2.0',
-              LANGUAGE:'None',
-              COLLAPSE_INDEX:false,
-              FILE_SUFFIX:'.html',
-              HAS_SOURCE:  true,
-              SOURCELINK_SUFFIX: '.txt'
-          };
-      </script>
-        <script type="text/javascript" src="../_static/jquery.js"></script>
-        <script type="text/javascript" src="../_static/underscore.js"></script>
-        <script type="text/javascript" src="../_static/doctools.js"></script>
-
-    <script type="text/javascript" src="../_static/js/theme.js"></script>
-
-
-
-
-  <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
-  <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
+        <script src="../_static/jquery.js"></script>
+        <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
+        <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+        <script src="../_static/doctools.js"></script>
+        <script src="../_static/sphinx_highlight.js"></script>
+    <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
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 </head>
 
-<body class="wy-body-for-nav">
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+<body class="wy-body-for-nav"> 
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-
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       <div class="wy-side-scroll">
         <div class="wy-side-nav-search" >
-
 
 
-            <a href="../index.html" class="icon icon-home"> Nyoka
-
-
 
+          <a href="../index.html" class="icon icon-home">
+            Nyoka
           </a>
-
-
-
-
-              <div class="version">
-                4.2
-              </div>
-
-
-
-
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
-    <input type="text" name="q" placeholder="Search docs" />
+    <input type="text" name="q" placeholder="Search docs" aria-label="Search docs" />
     <input type="hidden" name="check_keywords" value="yes" />
     <input type="hidden" name="area" value="default" />
   </form>
 </div>
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+        </div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu">
               <ul>
-                <li class="toctree-l1"><a class="reference internal" href="../statsmodels_to_pmml.html">Statsmodels Exporter Module</a></li>
-                <li class="toctree-l1"><a class="reference internal" href="../keras_model_to_pmml.html">Keras Exporter Module</a></li>
-                <li class="toctree-l1"><a class="reference internal" href="../retinanet.html">RetinaNet Exporter Module</a></li>
-                <li class="toctree-l1"><a class="reference internal" href="../lgb_to_pmml.html">LightGBM Exporter Module</a></li>
-                <li class="toctree-l1"><a class="reference internal" href="../pre_process.html">Pre-Processing Exporter Module</a></li>
-                <li class="toctree-l1"><a class="reference internal" href="../skl_to_pmml.html">Scikit-Learn Exporter Module</a></li>
-                <li class="toctree-l1"><a class="reference internal" href="../xgboost_to_pmml.html">XGBoost Exporter Module</a></li>
-                <li class="toctree-l1"><a class="reference internal" href="../exponential_smoothing.html">ExponentialSmoothing Exporter Module</a></li>
-                <li class="toctree-l1"><a class="reference internal" href="../preprocess_nyoka.html">Nyoka's Pre-Processing Module</a></li>
-                <li class="toctree-l1"><a class="reference internal" href="../enums.html">Enums Module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../exponential_smoothing.html">ExponentialSmoothing Exporter Module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../lgb_to_pmml.html">LightGBM Exporter Module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../pre_process.html">Pre-Processing Exporter Module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../skl_to_pmml.html">Scikit-Learn Exporter Module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../statsmodels_to_pmml.html">Statsmodels Exporter Module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../xgboost_to_pmml.html">XGBoost Exporter Module</a></li>
 </ul>
 
-
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     </nav>
 
-    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">
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+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap"><nav class="wy-nav-top" aria-label="Mobile navigation menu" >
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-
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-
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-
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-<div role="navigation" aria-label="breadcrumbs navigation">
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+          <div role="navigation" aria-label="Page navigation">
   <ul class="wy-breadcrumbs">
-
-      <li><a href="../index.html">Docs</a> &raquo;</li>
-
-      <li>Overview: Module code</li>
-
-
+      <li><a href="../index.html" class="icon icon-home" aria-label="Home"></a></li>
+      <li class="breadcrumb-item active">Overview: module code</li>
       <li class="wy-breadcrumbs-aside">
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-
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   <hr/>
 </div>
           <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
            <div itemprop="articleBody">
-
+             
   <h1>All modules for which code is available</h1>
-<ul>
-
-<li><a href="statsmodels_to_pmml.html">Statsmodels Exporter</a></li>
-<li><a href="keras_model_to_pmml.html">Keras Exporter</a></li>
-<li><a href="retinanet.html">RetinaNet Exporter</a></li>
-<li><a href="lgb_to_pmml.html">LightGBM Exporter</a></li>
-<li><a href="pre_process.html">Pre-Processing Exporter</a></li>
-<li><a href="skl_to_pmml.html">Scikit-Learn Exporter</a></li>
-<li><a href="xgboost_to_pmml.html">XGBoost Exporter</a></li>
-<li><a href="exponential_smoothing.html">ExponentialSmoothing Exporter</a></li>
-<li><a href="lag.html">Nyoka's Pre-processing</a></li>
-<li><a href="enums.html">Enums</a></li>
-
+<ul><li><a href="exponential_smoothing.html">exponential_smoothing</a></li>
+<li><a href="lgb_to_pmml.html">lgb_to_pmml</a></li>
+<li><a href="pre_process.html">pre_process</a></li>
+<li><a href="skl_to_pmml.html">skl_to_pmml</a></li>
+<li><a href="statsmodels_to_pmml.html">statsmodels_to_pmml</a></li>
+<li><a href="xgboost_to_pmml.html">xgboost_to_pmml</a></li>
 </ul>
 
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