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| <title>Coverage for marvin_image_classification_engine/prediction/prediction_preparator.py: 100%</title> |
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| <h1>Coverage for <b>marvin_image_classification_engine/prediction/prediction_preparator.py</b> : |
| <span class="pc_cov">100%</span> |
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| 19 statements |
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| <p id="t1" class="pln"><span class="com">#!/usr/bin/env python</span><span class="strut"> </span></p> |
| <p id="t2" class="pln"><span class="com"># coding=utf-8</span><span class="strut"> </span></p> |
| <p id="t3" class="pln"><span class="strut"> </span></p> |
| <p id="t4" class="stm run hide_run"><span class="str">"""PredictionPreparator engine action.</span><span class="strut"> </span></p> |
| <p id="t5" class="pln"><span class="strut"> </span></p> |
| <p id="t6" class="pln"><span class="str">Use this module to add the project main code.</span><span class="strut"> </span></p> |
| <p id="t7" class="pln"><span class="str">"""</span><span class="strut"> </span></p> |
| <p id="t8" class="stm run hide_run"><span class="key">import</span> <span class="nam">os</span><span class="strut"> </span></p> |
| <p id="t9" class="stm run hide_run"><span class="key">import</span> <span class="nam">cv2</span><span class="strut"> </span></p> |
| <p id="t10" class="stm run hide_run"><span class="key">import</span> <span class="nam">numpy</span> <span class="key">as</span> <span class="nam">np</span><span class="strut"> </span></p> |
| <p id="t11" class="stm run hide_run"><span class="key">from</span> <span class="nam">marvin_python_toolbox</span><span class="op">.</span><span class="nam">common</span><span class="op">.</span><span class="nam">data</span> <span class="key">import</span> <span class="nam">MarvinData</span><span class="strut"> </span></p> |
| <p id="t12" class="stm run hide_run"><span class="key">from</span> <span class="op">.</span><span class="op">.</span><span class="nam">model_serializer</span> <span class="key">import</span> <span class="nam">ModelSerializer</span><span class="strut"> </span></p> |
| <p id="t13" class="stm run hide_run"><span class="key">from</span> <span class="op">.</span><span class="op">.</span><span class="nam">_compatibility</span> <span class="key">import</span> <span class="nam">six</span><span class="strut"> </span></p> |
| <p id="t14" class="stm run hide_run"><span class="key">from</span> <span class="op">.</span><span class="op">.</span><span class="nam">_logging</span> <span class="key">import</span> <span class="nam">get_logger</span><span class="strut"> </span></p> |
| <p id="t15" class="pln"><span class="strut"> </span></p> |
| <p id="t16" class="stm run hide_run"><span class="key">from</span> <span class="nam">marvin_python_toolbox</span><span class="op">.</span><span class="nam">engine_base</span> <span class="key">import</span> <span class="nam">EngineBasePrediction</span><span class="strut"> </span></p> |
| <p id="t17" class="pln"><span class="strut"> </span></p> |
| <p id="t18" class="stm run hide_run"><span class="nam">__all__</span> <span class="op">=</span> <span class="op">[</span><span class="str">'PredictionPreparator'</span><span class="op">]</span><span class="strut"> </span></p> |
| <p id="t19" class="pln"><span class="strut"> </span></p> |
| <p id="t20" class="pln"><span class="strut"> </span></p> |
| <p id="t21" class="stm run hide_run"><span class="nam">logger</span> <span class="op">=</span> <span class="nam">get_logger</span><span class="op">(</span><span class="str">'prediction_preparator'</span><span class="op">)</span><span class="strut"> </span></p> |
| <p id="t22" class="pln"><span class="strut"> </span></p> |
| <p id="t23" class="pln"><span class="strut"> </span></p> |
| <p id="t24" class="stm run hide_run"><span class="key">class</span> <span class="nam">PredictionPreparator</span><span class="op">(</span><span class="nam">ModelSerializer</span><span class="op">,</span> <span class="nam">EngineBasePrediction</span><span class="op">)</span><span class="op">:</span><span class="strut"> </span></p> |
| <p id="t25" class="pln"><span class="strut"> </span></p> |
| <p id="t26" class="stm run hide_run"> <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span><span class="strut"> </span></p> |
| <p id="t27" class="stm run hide_run"> <span class="nam">super</span><span class="op">(</span><span class="nam">PredictionPreparator</span><span class="op">,</span> <span class="nam">self</span><span class="op">)</span><span class="op">.</span><span class="nam">__init__</span><span class="op">(</span><span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="strut"> </span></p> |
| <p id="t28" class="pln"><span class="strut"> </span></p> |
| <p id="t29" class="stm run hide_run"> <span class="key">def</span> <span class="nam">execute</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">input_message</span><span class="op">,</span> <span class="nam">params</span><span class="op">,</span> <span class="op">**</span><span class="nam">kwargs</span><span class="op">)</span><span class="op">:</span><span class="strut"> </span></p> |
| <p id="t30" class="stm run hide_run"> <span class="nam">image</span> <span class="op">=</span> <span class="nam">cv2</span><span class="op">.</span><span class="nam">imread</span><span class="op">(</span><span class="nam">os</span><span class="op">.</span><span class="nam">path</span><span class="op">.</span><span class="nam">join</span><span class="op">(</span><span class="nam">MarvinData</span><span class="op">.</span><span class="nam">data_path</span><span class="op">,</span> <span class="nam">input_message</span><span class="op">[</span><span class="str">"message"</span><span class="op">]</span><span class="op">)</span><span class="op">)</span><span class="strut"> </span></p> |
| <p id="t31" class="stm run hide_run"> <span class="nam">image</span> <span class="op">=</span> <span class="nam">cv2</span><span class="op">.</span><span class="nam">resize</span><span class="op">(</span><span class="nam">image</span><span class="op">,</span> <span class="op">(</span><span class="num">150</span><span class="op">,</span> <span class="num">150</span><span class="op">)</span><span class="op">)</span><span class="strut"> </span></p> |
| <p id="t32" class="stm run hide_run"> <span class="nam">image</span> <span class="op">=</span> <span class="nam">image</span><span class="op">[</span><span class="nam">np</span><span class="op">.</span><span class="nam">newaxis</span><span class="op">,</span> <span class="op">:</span><span class="op">,</span> <span class="op">:</span><span class="op">,</span> <span class="op">(</span><span class="num">2</span><span class="op">,</span> <span class="num">1</span><span class="op">,</span> <span class="num">0</span><span class="op">)</span><span class="op">]</span><span class="strut"> </span></p> |
| <p id="t33" class="stm run hide_run"> <span class="key">return</span> <span class="nam">image</span><span class="strut"> </span></p> |
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