forked from s444420/AL-2020
Merge remote-tracking branch 'origin/master'
# Conflicts: # .idea/misc.xml # .idea/workspace.xml # .idea/wozek.iml
This commit is contained in:
shaaqu
commit
9b083201e8
@ -3,5 +3,5 @@
|
|||||||
<component name="JavaScriptSettings">
|
<component name="JavaScriptSettings">
|
||||||
<option name="languageLevel" value="ES6" />
|
<option name="languageLevel" value="ES6" />
|
||||||
</component>
|
</component>
|
||||||
<component name="ProjectRootManager" version="2" project-jdk-name="Python 3.8 (AL-2020)" project-jdk-type="Python SDK" />
|
<component name="ProjectRootManager" version="2" project-jdk-name="Python 3.7 (AL-2020)" project-jdk-type="Python SDK" />
|
||||||
</project>
|
</project>
|
||||||
@ -1,34 +1,22 @@
|
|||||||
<?xml version="1.0" encoding="UTF-8"?>
|
<?xml version="1.0" encoding="UTF-8"?>
|
||||||
<project version="4">
|
<project version="4">
|
||||||
<component name="BranchesTreeState">
|
|
||||||
<expand>
|
|
||||||
<path>
|
|
||||||
<item name="ROOT" type="e8cecc67:BranchNodeDescriptor" />
|
|
||||||
<item name="LOCAL_ROOT" type="e8cecc67:BranchNodeDescriptor" />
|
|
||||||
</path>
|
|
||||||
<path>
|
|
||||||
<item name="ROOT" type="e8cecc67:BranchNodeDescriptor" />
|
|
||||||
<item name="REMOTE_ROOT" type="e8cecc67:BranchNodeDescriptor" />
|
|
||||||
</path>
|
|
||||||
<path>
|
|
||||||
<item name="ROOT" type="e8cecc67:BranchNodeDescriptor" />
|
|
||||||
<item name="REMOTE_ROOT" type="e8cecc67:BranchNodeDescriptor" />
|
|
||||||
<item name="GROUP_NODE:origin" type="e8cecc67:BranchNodeDescriptor" />
|
|
||||||
</path>
|
|
||||||
</expand>
|
|
||||||
<select>
|
|
||||||
<path>
|
|
||||||
<item name="ROOT" type="e8cecc67:BranchNodeDescriptor" />
|
|
||||||
<item name="REMOTE_ROOT" type="e8cecc67:BranchNodeDescriptor" />
|
|
||||||
<item name="GROUP_NODE:origin" type="e8cecc67:BranchNodeDescriptor" />
|
|
||||||
<item name="BRANCH:origin/assigning" type="e8cecc67:BranchNodeDescriptor" />
|
|
||||||
</path>
|
|
||||||
</select>
|
|
||||||
</component>
|
|
||||||
<component name="ChangeListManager">
|
<component name="ChangeListManager">
|
||||||
<list default="true" id="828778c9-9d97-422f-a727-18ddbd059b85" name="Default Changelist" comment="coder merged">
|
<list default="true" id="828778c9-9d97-422f-a727-18ddbd059b85" name="Default Changelist" comment="">
|
||||||
|
<<<<<<< HEAD
|
||||||
|
<change afterPath="$PROJECT_DIR$/decision_tree.py" afterDir="false" />
|
||||||
<change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
|
<change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
|
||||||
|
<change beforePath="$PROJECT_DIR$/Archiwum/frontend/js/main.js" beforeDir="false" afterPath="$PROJECT_DIR$/Archiwum/frontend/js/main.js" afterDir="false" />
|
||||||
|
<change beforePath="$PROJECT_DIR$/data.py" beforeDir="false" afterPath="$PROJECT_DIR$/data.py" afterDir="false" />
|
||||||
|
<change beforePath="$PROJECT_DIR$/field.py" beforeDir="false" afterPath="$PROJECT_DIR$/field.py" afterDir="false" />
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||||||
|
<change beforePath="$PROJECT_DIR$/main.py" beforeDir="false" afterPath="$PROJECT_DIR$/main.py" afterDir="false" />
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||||||
|
=======
|
||||||
|
<change afterPath="$PROJECT_DIR$/Assiging/datadict.py" afterDir="false" />
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||||||
|
<change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
|
||||||
|
<change beforePath="$PROJECT_DIR$/Assiging/feature_hashing.py" beforeDir="false" afterPath="$PROJECT_DIR$/Assiging/feature_hashing.py" afterDir="false" />
|
||||||
|
<change beforePath="$PROJECT_DIR$/data.py" beforeDir="false" afterPath="$PROJECT_DIR$/data.py" afterDir="false" />
|
||||||
|
>>>>>>> upstream/master
|
||||||
</list>
|
</list>
|
||||||
|
<option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
|
||||||
<option name="SHOW_DIALOG" value="false" />
|
<option name="SHOW_DIALOG" value="false" />
|
||||||
<option name="HIGHLIGHT_CONFLICTS" value="true" />
|
<option name="HIGHLIGHT_CONFLICTS" value="true" />
|
||||||
<option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
|
<option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
|
||||||
@ -42,22 +30,9 @@
|
|||||||
</option>
|
</option>
|
||||||
</component>
|
</component>
|
||||||
<component name="Git.Settings">
|
<component name="Git.Settings">
|
||||||
<favorite-branches>
|
|
||||||
<branch-storage>
|
|
||||||
<map>
|
|
||||||
<entry type="REMOTE">
|
|
||||||
<value>
|
|
||||||
<list>
|
|
||||||
<branch-info repo="$PROJECT_DIR$" source="origin/assigning" />
|
|
||||||
</list>
|
|
||||||
</value>
|
|
||||||
</entry>
|
|
||||||
</map>
|
|
||||||
</branch-storage>
|
|
||||||
</favorite-branches>
|
|
||||||
<option name="RECENT_BRANCH_BY_REPOSITORY">
|
<option name="RECENT_BRANCH_BY_REPOSITORY">
|
||||||
<map>
|
<map>
|
||||||
<entry key="$PROJECT_DIR$" value="codeReco" />
|
<entry key="$PROJECT_DIR$" value="master" />
|
||||||
</map>
|
</map>
|
||||||
</option>
|
</option>
|
||||||
<option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
|
<option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
|
||||||
@ -66,49 +41,31 @@
|
|||||||
<component name="ProjectLevelVcsManager">
|
<component name="ProjectLevelVcsManager">
|
||||||
<ConfirmationsSetting value="2" id="Add" />
|
<ConfirmationsSetting value="2" id="Add" />
|
||||||
</component>
|
</component>
|
||||||
<component name="ProjectViewState">
|
|
||||||
<option name="hideEmptyMiddlePackages" value="true" />
|
|
||||||
<option name="showLibraryContents" value="true" />
|
|
||||||
</component>
|
|
||||||
<component name="PropertiesComponent">
|
<component name="PropertiesComponent">
|
||||||
<property name="ASKED_ADD_EXTERNAL_FILES" value="true" />
|
|
||||||
<property name="RunOnceActivity.OpenProjectViewOnStart" value="true" />
|
|
||||||
<property name="RunOnceActivity.ShowReadmeOnStart" value="true" />
|
|
||||||
<property name="SHARE_PROJECT_CONFIGURATION_FILES" value="true" />
|
<property name="SHARE_PROJECT_CONFIGURATION_FILES" value="true" />
|
||||||
<property name="WebServerToolWindowFactoryState" value="false" />
|
<property name="WebServerToolWindowFactoryState" value="false" />
|
||||||
<property name="last_opened_file_path" value="$PROJECT_DIR$/coder" />
|
<property name="last_opened_file_path" value="$PROJECT_DIR$/decision_tree.py" />
|
||||||
<property name="restartRequiresConfirmation" value="false" />
|
<property name="restartRequiresConfirmation" value="false" />
|
||||||
<property name="settings.editor.selected.configurable" value="com.jetbrains.python.configuration.PyActiveSdkModuleConfigurable" />
|
<property name="settings.editor.selected.configurable" value="com.jetbrains.python.configuration.PyActiveSdkModuleConfigurable" />
|
||||||
</component>
|
</component>
|
||||||
<component name="RecentsManager">
|
<component name="RecentsManager">
|
||||||
<key name="CopyFile.RECENT_KEYS">
|
<key name="MoveFile.RECENT_KEYS">
|
||||||
<recent name="C:\Users\Pawel Lukaszewicz\PycharmProjects\AL-2020\coder" />
|
<recent name="D:\Studia\Projects\AL-2020" />
|
||||||
<recent name="C:\Users\Pawel Lukaszewicz\PycharmProjects\AL-2020\coder\dataset" />
|
|
||||||
</key>
|
</key>
|
||||||
</component>
|
</component>
|
||||||
<component name="RunManager" selected="Python.main">
|
<component name="RunDashboard">
|
||||||
<configuration default="true" type="PythonConfigurationType" factoryName="Python">
|
<option name="ruleStates">
|
||||||
<module name="wozek" />
|
<list>
|
||||||
<option name="INTERPRETER_OPTIONS" value="" />
|
<RuleState>
|
||||||
<option name="PARENT_ENVS" value="true" />
|
<option name="name" value="ConfigurationTypeDashboardGroupingRule" />
|
||||||
<envs>
|
</RuleState>
|
||||||
<env name="PYTHONUNBUFFERED" value="1" />
|
<RuleState>
|
||||||
</envs>
|
<option name="name" value="StatusDashboardGroupingRule" />
|
||||||
<option name="SDK_HOME" value="" />
|
</RuleState>
|
||||||
<option name="WORKING_DIRECTORY" value="" />
|
</list>
|
||||||
<option name="IS_MODULE_SDK" value="false" />
|
</option>
|
||||||
<option name="ADD_CONTENT_ROOTS" value="true" />
|
</component>
|
||||||
<option name="ADD_SOURCE_ROOTS" value="true" />
|
<component name="RunManager" selected="Python.feature_hashing">
|
||||||
<EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
|
|
||||||
<option name="SCRIPT_NAME" value="" />
|
|
||||||
<option name="PARAMETERS" value="" />
|
|
||||||
<option name="SHOW_COMMAND_LINE" value="true" />
|
|
||||||
<option name="EMULATE_TERMINAL" value="false" />
|
|
||||||
<option name="MODULE_MODE" value="false" />
|
|
||||||
<option name="REDIRECT_INPUT" value="false" />
|
|
||||||
<option name="INPUT_FILE" value="" />
|
|
||||||
<method v="2" />
|
|
||||||
</configuration>
|
|
||||||
<configuration name="board" type="PythonConfigurationType" factoryName="Python" temporary="true">
|
<configuration name="board" type="PythonConfigurationType" factoryName="Python" temporary="true">
|
||||||
<module name="wozek" />
|
<module name="wozek" />
|
||||||
<option name="INTERPRETER_OPTIONS" value="" />
|
<option name="INTERPRETER_OPTIONS" value="" />
|
||||||
@ -131,6 +88,9 @@
|
|||||||
<option name="INPUT_FILE" value="" />
|
<option name="INPUT_FILE" value="" />
|
||||||
<method v="2" />
|
<method v="2" />
|
||||||
</configuration>
|
</configuration>
|
||||||
|
<<<<<<< HEAD
|
||||||
|
<configuration name="main" type="PythonConfigurationType" factoryName="Python">
|
||||||
|
=======
|
||||||
<configuration name="feature_hashing" type="PythonConfigurationType" factoryName="Python" temporary="true">
|
<configuration name="feature_hashing" type="PythonConfigurationType" factoryName="Python" temporary="true">
|
||||||
<module name="wozek" />
|
<module name="wozek" />
|
||||||
<option name="INTERPRETER_OPTIONS" value="" />
|
<option name="INTERPRETER_OPTIONS" value="" />
|
||||||
@ -154,6 +114,7 @@
|
|||||||
<method v="2" />
|
<method v="2" />
|
||||||
</configuration>
|
</configuration>
|
||||||
<configuration name="main" type="PythonConfigurationType" factoryName="Python" temporary="true">
|
<configuration name="main" type="PythonConfigurationType" factoryName="Python" temporary="true">
|
||||||
|
>>>>>>> upstream/master
|
||||||
<module name="wozek" />
|
<module name="wozek" />
|
||||||
<option name="INTERPRETER_OPTIONS" value="" />
|
<option name="INTERPRETER_OPTIONS" value="" />
|
||||||
<option name="PARENT_ENVS" value="true" />
|
<option name="PARENT_ENVS" value="true" />
|
||||||
@ -175,64 +136,24 @@
|
|||||||
<option name="INPUT_FILE" value="" />
|
<option name="INPUT_FILE" value="" />
|
||||||
<method v="2" />
|
<method v="2" />
|
||||||
</configuration>
|
</configuration>
|
||||||
<configuration name="rocognizer" type="PythonConfigurationType" factoryName="Python" temporary="true" nameIsGenerated="true">
|
|
||||||
<module name="wozek" />
|
|
||||||
<option name="INTERPRETER_OPTIONS" value="" />
|
|
||||||
<option name="PARENT_ENVS" value="true" />
|
|
||||||
<envs>
|
|
||||||
<env name="PYTHONUNBUFFERED" value="1" />
|
|
||||||
</envs>
|
|
||||||
<option name="SDK_HOME" value="" />
|
|
||||||
<option name="WORKING_DIRECTORY" value="$PROJECT_DIR$/coder" />
|
|
||||||
<option name="IS_MODULE_SDK" value="true" />
|
|
||||||
<option name="ADD_CONTENT_ROOTS" value="true" />
|
|
||||||
<option name="ADD_SOURCE_ROOTS" value="true" />
|
|
||||||
<EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
|
|
||||||
<option name="SCRIPT_NAME" value="$PROJECT_DIR$/coder/rocognizer.py" />
|
|
||||||
<option name="PARAMETERS" value="" />
|
|
||||||
<option name="SHOW_COMMAND_LINE" value="true" />
|
|
||||||
<option name="EMULATE_TERMINAL" value="false" />
|
|
||||||
<option name="MODULE_MODE" value="false" />
|
|
||||||
<option name="REDIRECT_INPUT" value="false" />
|
|
||||||
<option name="INPUT_FILE" value="" />
|
|
||||||
<method v="2" />
|
|
||||||
</configuration>
|
|
||||||
<configuration name="tescik" type="PythonConfigurationType" factoryName="Python" temporary="true" nameIsGenerated="true">
|
|
||||||
<module name="wozek" />
|
|
||||||
<option name="INTERPRETER_OPTIONS" value="" />
|
|
||||||
<option name="PARENT_ENVS" value="true" />
|
|
||||||
<envs>
|
|
||||||
<env name="PYTHONUNBUFFERED" value="1" />
|
|
||||||
</envs>
|
|
||||||
<option name="SDK_HOME" value="" />
|
|
||||||
<option name="WORKING_DIRECTORY" value="$PROJECT_DIR$/coder" />
|
|
||||||
<option name="IS_MODULE_SDK" value="true" />
|
|
||||||
<option name="ADD_CONTENT_ROOTS" value="true" />
|
|
||||||
<option name="ADD_SOURCE_ROOTS" value="true" />
|
|
||||||
<EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
|
|
||||||
<option name="SCRIPT_NAME" value="$PROJECT_DIR$/coder/tescik.py" />
|
|
||||||
<option name="PARAMETERS" value="" />
|
|
||||||
<option name="SHOW_COMMAND_LINE" value="true" />
|
|
||||||
<option name="EMULATE_TERMINAL" value="false" />
|
|
||||||
<option name="MODULE_MODE" value="false" />
|
|
||||||
<option name="REDIRECT_INPUT" value="false" />
|
|
||||||
<option name="INPUT_FILE" value="" />
|
|
||||||
<method v="2" />
|
|
||||||
</configuration>
|
|
||||||
<list>
|
<list>
|
||||||
<item itemvalue="Python.board" />
|
<<<<<<< HEAD
|
||||||
<item itemvalue="Python.feature_hashing" />
|
|
||||||
<item itemvalue="Python.main" />
|
<item itemvalue="Python.main" />
|
||||||
<item itemvalue="Python.rocognizer" />
|
<item itemvalue="Python.board" />
|
||||||
<item itemvalue="Python.tescik" />
|
</list>
|
||||||
|
<recent_temporary>
|
||||||
|
<list>
|
||||||
|
=======
|
||||||
|
<item itemvalue="Python.board" />
|
||||||
|
<item itemvalue="Python.main" />
|
||||||
|
<item itemvalue="Python.feature_hashing" />
|
||||||
</list>
|
</list>
|
||||||
<recent_temporary>
|
<recent_temporary>
|
||||||
<list>
|
<list>
|
||||||
<item itemvalue="Python.feature_hashing" />
|
<item itemvalue="Python.feature_hashing" />
|
||||||
<item itemvalue="Python.main" />
|
<item itemvalue="Python.main" />
|
||||||
|
>>>>>>> upstream/master
|
||||||
<item itemvalue="Python.board" />
|
<item itemvalue="Python.board" />
|
||||||
<item itemvalue="Python.rocognizer" />
|
|
||||||
<item itemvalue="Python.tescik" />
|
|
||||||
</list>
|
</list>
|
||||||
</recent_temporary>
|
</recent_temporary>
|
||||||
</component>
|
</component>
|
||||||
@ -250,41 +171,17 @@
|
|||||||
<workItem from="1589233530634" duration="769000" />
|
<workItem from="1589233530634" duration="769000" />
|
||||||
<workItem from="1589543001064" duration="78000" />
|
<workItem from="1589543001064" duration="78000" />
|
||||||
<workItem from="1589543305930" duration="10474000" />
|
<workItem from="1589543305930" duration="10474000" />
|
||||||
|
<<<<<<< HEAD
|
||||||
|
<workItem from="1589561555146" duration="3518000" />
|
||||||
|
<workItem from="1589727068958" duration="5729000" />
|
||||||
|
<workItem from="1589796372999" duration="4340000" />
|
||||||
|
=======
|
||||||
<workItem from="1589561555146" duration="3374000" />
|
<workItem from="1589561555146" duration="3374000" />
|
||||||
<workItem from="1589745328635" duration="27000" />
|
<workItem from="1589745328635" duration="27000" />
|
||||||
<workItem from="1589745409339" duration="739000" />
|
<workItem from="1589745409339" duration="739000" />
|
||||||
<workItem from="1589752301424" duration="1007000" />
|
<workItem from="1589752301424" duration="1007000" />
|
||||||
<workItem from="1589753322316" duration="835000" />
|
<workItem from="1589753322316" duration="835000" />
|
||||||
<workItem from="1589814601057" duration="4208000" />
|
<workItem from="1589814601057" duration="4208000" />
|
||||||
<workItem from="1589844260514" duration="777000" />
|
|
||||||
<workItem from="1589845066174" duration="177000" />
|
|
||||||
<workItem from="1589888090669" duration="27128000" />
|
|
||||||
<workItem from="1590140903263" duration="211000" />
|
|
||||||
<workItem from="1590179245978" duration="6655000" />
|
|
||||||
<workItem from="1590230578314" duration="1895000" />
|
|
||||||
<workItem from="1590235510565" duration="925000" />
|
|
||||||
<workItem from="1590340739871" duration="8052000" />
|
|
||||||
<workItem from="1590359007619" duration="127000" />
|
|
||||||
<workItem from="1590409526059" duration="4922000" />
|
|
||||||
<workItem from="1590423569728" duration="2532000" />
|
|
||||||
<workItem from="1590436739719" duration="6325000" />
|
|
||||||
<workItem from="1590443664804" duration="2943000" />
|
|
||||||
<workItem from="1590497613517" duration="6041000" />
|
|
||||||
<workItem from="1590518246722" duration="12616000" />
|
|
||||||
<workItem from="1590559069326" duration="13892000" />
|
|
||||||
<workItem from="1590575699320" duration="792000" />
|
|
||||||
<workItem from="1590766924835" duration="10060000" />
|
|
||||||
<workItem from="1590929874289" duration="7728000" />
|
|
||||||
<workItem from="1590938377522" duration="176000" />
|
|
||||||
<workItem from="1590944305590" duration="10043000" />
|
|
||||||
<workItem from="1590961284964" duration="2253000" />
|
|
||||||
<workItem from="1591008066071" duration="12088000" />
|
|
||||||
<workItem from="1591035169869" duration="618000" />
|
|
||||||
<workItem from="1591043444436" duration="1048000" />
|
|
||||||
<workItem from="1591111427048" duration="1041000" />
|
|
||||||
<workItem from="1591112695695" duration="1110000" />
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|
||||||
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|
||||||
<workItem from="1591124808042" duration="2910000" />
|
|
||||||
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|
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|
||||||
<task id="LOCAL-00001" summary="create Shelf">
|
<task id="LOCAL-00001" summary="create Shelf">
|
||||||
<created>1589815443652</created>
|
<created>1589815443652</created>
|
||||||
@ -306,110 +203,13 @@
|
|||||||
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<option name="project" value="LOCAL" />
|
||||||
<updated>1589822196451</updated>
|
<updated>1589822196451</updated>
|
||||||
|
>>>>>>> upstream/master
|
||||||
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||||||
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<updated>1589955873104</updated>
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|
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|
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|
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|
|
||||||
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|
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|
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|
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@ -417,108 +217,29 @@
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|
|
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|
|
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|
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|
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|
||||||
<component name="com.intellij.coverage.CoverageDataManagerImpl">
|
<component name="com.intellij.coverage.CoverageDataManagerImpl">
|
||||||
|
<<<<<<< HEAD
|
||||||
|
<SUITE FILE_PATH="coverage/AL_2020$decision_tree.coverage" NAME="main Coverage Results" MODIFIED="1589815629629" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
|
||||||
|
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|
||||||
|
<SUITE FILE_PATH="coverage/AL_2020$main.coverage" NAME="main Coverage Results" MODIFIED="1589729320403" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
|
||||||
|
=======
|
||||||
|
<SUITE FILE_PATH="coverage/AL_2020$main.coverage" NAME="main Coverage Results" MODIFIED="1589754127142" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
|
||||||
<SUITE FILE_PATH="coverage/AL_2020$feature_hashing.coverage" NAME="feature_hashing Coverage Results" MODIFIED="1589823737949" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$/Assiging" />
|
<SUITE FILE_PATH="coverage/AL_2020$feature_hashing.coverage" NAME="feature_hashing Coverage Results" MODIFIED="1589823737949" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$/Assiging" />
|
||||||
|
>>>>>>> upstream/master
|
||||||
<SUITE FILE_PATH="coverage/wozek$main.coverage" NAME="main Coverage Results" MODIFIED="1589556038208" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
|
<SUITE FILE_PATH="coverage/wozek$main.coverage" NAME="main Coverage Results" MODIFIED="1589556038208" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
|
||||||
<SUITE FILE_PATH="coverage/AL_2020$digits_recognizer.coverage" NAME="digits_recognizer Coverage Results" MODIFIED="1591028603228" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$/coder" />
|
|
||||||
<SUITE FILE_PATH="coverage/AL_2020$main.coverage" NAME="main Coverage Results" MODIFIED="1589845236495" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
|
|
||||||
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|
<SUITE FILE_PATH="coverage/wozek$board.coverage" NAME="board Coverage Results" MODIFIED="1589210811600" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
|
||||||
</component>
|
</component>
|
||||||
</project>
|
</project>
|
||||||
245
.idea/workspace.xml.orig
Normal file
245
.idea/workspace.xml.orig
Normal file
@ -0,0 +1,245 @@
|
|||||||
|
<?xml version="1.0" encoding="UTF-8"?>
|
||||||
|
<project version="4">
|
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|
<component name="ChangeListManager">
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|
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|
<<<<<<< HEAD
|
||||||
|
<change afterPath="$PROJECT_DIR$/decision_tree.py" afterDir="false" />
|
||||||
|
<change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
|
||||||
|
<change beforePath="$PROJECT_DIR$/Archiwum/frontend/js/main.js" beforeDir="false" afterPath="$PROJECT_DIR$/Archiwum/frontend/js/main.js" afterDir="false" />
|
||||||
|
<change beforePath="$PROJECT_DIR$/data.py" beforeDir="false" afterPath="$PROJECT_DIR$/data.py" afterDir="false" />
|
||||||
|
<change beforePath="$PROJECT_DIR$/field.py" beforeDir="false" afterPath="$PROJECT_DIR$/field.py" afterDir="false" />
|
||||||
|
<change beforePath="$PROJECT_DIR$/main.py" beforeDir="false" afterPath="$PROJECT_DIR$/main.py" afterDir="false" />
|
||||||
|
=======
|
||||||
|
<change afterPath="$PROJECT_DIR$/Assiging/datadict.py" afterDir="false" />
|
||||||
|
<change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
|
||||||
|
<change beforePath="$PROJECT_DIR$/Assiging/feature_hashing.py" beforeDir="false" afterPath="$PROJECT_DIR$/Assiging/feature_hashing.py" afterDir="false" />
|
||||||
|
<change beforePath="$PROJECT_DIR$/data.py" beforeDir="false" afterPath="$PROJECT_DIR$/data.py" afterDir="false" />
|
||||||
|
>>>>>>> upstream/master
|
||||||
|
</list>
|
||||||
|
<option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
|
||||||
|
<option name="SHOW_DIALOG" value="false" />
|
||||||
|
<option name="HIGHLIGHT_CONFLICTS" value="true" />
|
||||||
|
<option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
|
||||||
|
<option name="LAST_RESOLUTION" value="IGNORE" />
|
||||||
|
</component>
|
||||||
|
<component name="FileTemplateManagerImpl">
|
||||||
|
<option name="RECENT_TEMPLATES">
|
||||||
|
<list>
|
||||||
|
<option value="Python Script" />
|
||||||
|
</list>
|
||||||
|
</option>
|
||||||
|
</component>
|
||||||
|
<component name="Git.Settings">
|
||||||
|
<option name="RECENT_BRANCH_BY_REPOSITORY">
|
||||||
|
<map>
|
||||||
|
<entry key="$PROJECT_DIR$" value="master" />
|
||||||
|
</map>
|
||||||
|
</option>
|
||||||
|
<option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
|
||||||
|
</component>
|
||||||
|
<component name="ProjectId" id="1blUxWbA3VMjMFjk8gUnLGMgAoU" />
|
||||||
|
<component name="ProjectLevelVcsManager">
|
||||||
|
<ConfirmationsSetting value="2" id="Add" />
|
||||||
|
</component>
|
||||||
|
<component name="PropertiesComponent">
|
||||||
|
<property name="SHARE_PROJECT_CONFIGURATION_FILES" value="true" />
|
||||||
|
<property name="WebServerToolWindowFactoryState" value="false" />
|
||||||
|
<property name="last_opened_file_path" value="$PROJECT_DIR$/decision_tree.py" />
|
||||||
|
<property name="restartRequiresConfirmation" value="false" />
|
||||||
|
<property name="settings.editor.selected.configurable" value="com.jetbrains.python.configuration.PyActiveSdkModuleConfigurable" />
|
||||||
|
</component>
|
||||||
|
<component name="RecentsManager">
|
||||||
|
<key name="MoveFile.RECENT_KEYS">
|
||||||
|
<recent name="D:\Studia\Projects\AL-2020" />
|
||||||
|
</key>
|
||||||
|
</component>
|
||||||
|
<component name="RunDashboard">
|
||||||
|
<option name="ruleStates">
|
||||||
|
<list>
|
||||||
|
<RuleState>
|
||||||
|
<option name="name" value="ConfigurationTypeDashboardGroupingRule" />
|
||||||
|
</RuleState>
|
||||||
|
<RuleState>
|
||||||
|
<option name="name" value="StatusDashboardGroupingRule" />
|
||||||
|
</RuleState>
|
||||||
|
</list>
|
||||||
|
</option>
|
||||||
|
</component>
|
||||||
|
<component name="RunManager" selected="Python.feature_hashing">
|
||||||
|
<configuration name="board" type="PythonConfigurationType" factoryName="Python" temporary="true">
|
||||||
|
<module name="wozek" />
|
||||||
|
<option name="INTERPRETER_OPTIONS" value="" />
|
||||||
|
<option name="PARENT_ENVS" value="true" />
|
||||||
|
<envs>
|
||||||
|
<env name="PYTHONUNBUFFERED" value="1" />
|
||||||
|
</envs>
|
||||||
|
<option name="SDK_HOME" value="" />
|
||||||
|
<option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
|
||||||
|
<option name="IS_MODULE_SDK" value="true" />
|
||||||
|
<option name="ADD_CONTENT_ROOTS" value="true" />
|
||||||
|
<option name="ADD_SOURCE_ROOTS" value="true" />
|
||||||
|
<EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
|
||||||
|
<option name="SCRIPT_NAME" value="$PROJECT_DIR$/board.py" />
|
||||||
|
<option name="PARAMETERS" value="" />
|
||||||
|
<option name="SHOW_COMMAND_LINE" value="false" />
|
||||||
|
<option name="EMULATE_TERMINAL" value="false" />
|
||||||
|
<option name="MODULE_MODE" value="false" />
|
||||||
|
<option name="REDIRECT_INPUT" value="false" />
|
||||||
|
<option name="INPUT_FILE" value="" />
|
||||||
|
<method v="2" />
|
||||||
|
</configuration>
|
||||||
|
<<<<<<< HEAD
|
||||||
|
<configuration name="main" type="PythonConfigurationType" factoryName="Python">
|
||||||
|
=======
|
||||||
|
<configuration name="feature_hashing" type="PythonConfigurationType" factoryName="Python" temporary="true">
|
||||||
|
<module name="wozek" />
|
||||||
|
<option name="INTERPRETER_OPTIONS" value="" />
|
||||||
|
<option name="PARENT_ENVS" value="true" />
|
||||||
|
<envs>
|
||||||
|
<env name="PYTHONUNBUFFERED" value="1" />
|
||||||
|
</envs>
|
||||||
|
<option name="SDK_HOME" value="" />
|
||||||
|
<option name="WORKING_DIRECTORY" value="$PROJECT_DIR$/Assiging" />
|
||||||
|
<option name="IS_MODULE_SDK" value="true" />
|
||||||
|
<option name="ADD_CONTENT_ROOTS" value="true" />
|
||||||
|
<option name="ADD_SOURCE_ROOTS" value="true" />
|
||||||
|
<EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
|
||||||
|
<option name="SCRIPT_NAME" value="$PROJECT_DIR$/Assiging/feature_hashing.py" />
|
||||||
|
<option name="PARAMETERS" value="" />
|
||||||
|
<option name="SHOW_COMMAND_LINE" value="false" />
|
||||||
|
<option name="EMULATE_TERMINAL" value="false" />
|
||||||
|
<option name="MODULE_MODE" value="false" />
|
||||||
|
<option name="REDIRECT_INPUT" value="false" />
|
||||||
|
<option name="INPUT_FILE" value="" />
|
||||||
|
<method v="2" />
|
||||||
|
</configuration>
|
||||||
|
<configuration name="main" type="PythonConfigurationType" factoryName="Python" temporary="true">
|
||||||
|
>>>>>>> upstream/master
|
||||||
|
<module name="wozek" />
|
||||||
|
<option name="INTERPRETER_OPTIONS" value="" />
|
||||||
|
<option name="PARENT_ENVS" value="true" />
|
||||||
|
<envs>
|
||||||
|
<env name="PYTHONUNBUFFERED" value="1" />
|
||||||
|
</envs>
|
||||||
|
<option name="SDK_HOME" value="" />
|
||||||
|
<option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
|
||||||
|
<option name="IS_MODULE_SDK" value="true" />
|
||||||
|
<option name="ADD_CONTENT_ROOTS" value="true" />
|
||||||
|
<option name="ADD_SOURCE_ROOTS" value="true" />
|
||||||
|
<EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
|
||||||
|
<option name="SCRIPT_NAME" value="$PROJECT_DIR$/main.py" />
|
||||||
|
<option name="PARAMETERS" value="" />
|
||||||
|
<option name="SHOW_COMMAND_LINE" value="false" />
|
||||||
|
<option name="EMULATE_TERMINAL" value="false" />
|
||||||
|
<option name="MODULE_MODE" value="false" />
|
||||||
|
<option name="REDIRECT_INPUT" value="false" />
|
||||||
|
<option name="INPUT_FILE" value="" />
|
||||||
|
<method v="2" />
|
||||||
|
</configuration>
|
||||||
|
<list>
|
||||||
|
<<<<<<< HEAD
|
||||||
|
<item itemvalue="Python.main" />
|
||||||
|
<item itemvalue="Python.board" />
|
||||||
|
</list>
|
||||||
|
<recent_temporary>
|
||||||
|
<list>
|
||||||
|
=======
|
||||||
|
<item itemvalue="Python.board" />
|
||||||
|
<item itemvalue="Python.main" />
|
||||||
|
<item itemvalue="Python.feature_hashing" />
|
||||||
|
</list>
|
||||||
|
<recent_temporary>
|
||||||
|
<list>
|
||||||
|
<item itemvalue="Python.feature_hashing" />
|
||||||
|
<item itemvalue="Python.main" />
|
||||||
|
>>>>>>> upstream/master
|
||||||
|
<item itemvalue="Python.board" />
|
||||||
|
</list>
|
||||||
|
</recent_temporary>
|
||||||
|
</component>
|
||||||
|
<component name="SvnConfiguration">
|
||||||
|
<configuration />
|
||||||
|
</component>
|
||||||
|
<component name="TaskManager">
|
||||||
|
<task active="true" id="Default" summary="Default task">
|
||||||
|
<changelist id="828778c9-9d97-422f-a727-18ddbd059b85" name="Default Changelist" comment="" />
|
||||||
|
<created>1589206421672</created>
|
||||||
|
<option name="number" value="Default" />
|
||||||
|
<option name="presentableId" value="Default" />
|
||||||
|
<updated>1589206421672</updated>
|
||||||
|
<workItem from="1589206439279" duration="11691000" />
|
||||||
|
<workItem from="1589233530634" duration="769000" />
|
||||||
|
<workItem from="1589543001064" duration="78000" />
|
||||||
|
<workItem from="1589543305930" duration="10474000" />
|
||||||
|
<<<<<<< HEAD
|
||||||
|
<workItem from="1589561555146" duration="3518000" />
|
||||||
|
<workItem from="1589727068958" duration="5729000" />
|
||||||
|
<workItem from="1589796372999" duration="4340000" />
|
||||||
|
=======
|
||||||
|
<workItem from="1589561555146" duration="3374000" />
|
||||||
|
<workItem from="1589745328635" duration="27000" />
|
||||||
|
<workItem from="1589745409339" duration="739000" />
|
||||||
|
<workItem from="1589752301424" duration="1007000" />
|
||||||
|
<workItem from="1589753322316" duration="835000" />
|
||||||
|
<workItem from="1589814601057" duration="4208000" />
|
||||||
|
</task>
|
||||||
|
<task id="LOCAL-00001" summary="create Shelf">
|
||||||
|
<created>1589815443652</created>
|
||||||
|
<option name="number" value="00001" />
|
||||||
|
<option name="presentableId" value="LOCAL-00001" />
|
||||||
|
<option name="project" value="LOCAL" />
|
||||||
|
<updated>1589815443652</updated>
|
||||||
|
</task>
|
||||||
|
<task id="LOCAL-00002" summary="create addShelf method in Field class">
|
||||||
|
<created>1589816028640</created>
|
||||||
|
<option name="number" value="00002" />
|
||||||
|
<option name="presentableId" value="LOCAL-00002" />
|
||||||
|
<option name="project" value="LOCAL" />
|
||||||
|
<updated>1589816028640</updated>
|
||||||
|
</task>
|
||||||
|
<task id="LOCAL-00003" summary="changed CreateDataSweets to lowercase">
|
||||||
|
<created>1589822196451</created>
|
||||||
|
<option name="number" value="00003" />
|
||||||
|
<option name="presentableId" value="LOCAL-00003" />
|
||||||
|
<option name="project" value="LOCAL" />
|
||||||
|
<updated>1589822196451</updated>
|
||||||
|
>>>>>>> upstream/master
|
||||||
|
</task>
|
||||||
|
<option name="localTasksCounter" value="4" />
|
||||||
|
<servers />
|
||||||
|
</component>
|
||||||
|
<component name="TypeScriptGeneratedFilesManager">
|
||||||
|
<option name="version" value="1" />
|
||||||
|
</component>
|
||||||
|
<component name="Vcs.Log.Tabs.Properties">
|
||||||
|
<option name="TAB_STATES">
|
||||||
|
<map>
|
||||||
|
<entry key="MAIN">
|
||||||
|
<value>
|
||||||
|
<State>
|
||||||
|
<option name="COLUMN_ORDER" />
|
||||||
|
</State>
|
||||||
|
</value>
|
||||||
|
</entry>
|
||||||
|
</map>
|
||||||
|
</option>
|
||||||
|
</component>
|
||||||
|
<component name="VcsManagerConfiguration">
|
||||||
|
<MESSAGE value="create Shelf" />
|
||||||
|
<MESSAGE value="create addShelf method in Field class" />
|
||||||
|
<MESSAGE value="changed CreateDataSweets to lowercase" />
|
||||||
|
<option name="LAST_COMMIT_MESSAGE" value="changed CreateDataSweets to lowercase" />
|
||||||
|
</component>
|
||||||
|
<component name="com.intellij.coverage.CoverageDataManagerImpl">
|
||||||
|
<<<<<<< HEAD
|
||||||
|
<SUITE FILE_PATH="coverage/AL_2020$decision_tree.coverage" NAME="main Coverage Results" MODIFIED="1589815629629" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
|
||||||
|
<SUITE FILE_PATH="coverage/wozek$board.coverage" NAME="board Coverage Results" MODIFIED="1589210811600" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
|
||||||
|
<SUITE FILE_PATH="coverage/AL_2020$main.coverage" NAME="main Coverage Results" MODIFIED="1589729320403" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
|
||||||
|
=======
|
||||||
|
<SUITE FILE_PATH="coverage/AL_2020$main.coverage" NAME="main Coverage Results" MODIFIED="1589754127142" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
|
||||||
|
<SUITE FILE_PATH="coverage/AL_2020$feature_hashing.coverage" NAME="feature_hashing Coverage Results" MODIFIED="1589823737949" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$/Assiging" />
|
||||||
|
>>>>>>> upstream/master
|
||||||
|
<SUITE FILE_PATH="coverage/wozek$main.coverage" NAME="main Coverage Results" MODIFIED="1589556038208" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
|
||||||
|
<SUITE FILE_PATH="coverage/wozek$board.coverage" NAME="board Coverage Results" MODIFIED="1589210811600" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
|
||||||
|
</component>
|
||||||
|
</project>
|
||||||
@ -4,10 +4,10 @@
|
|||||||
<content url="file://$MODULE_DIR$">
|
<content url="file://$MODULE_DIR$">
|
||||||
<excludeFolder url="file://$MODULE_DIR$/venv" />
|
<excludeFolder url="file://$MODULE_DIR$/venv" />
|
||||||
</content>
|
</content>
|
||||||
<orderEntry type="jdk" jdkName="Python 3.8 (AL-2020)" jdkType="Python SDK" />
|
<orderEntry type="jdk" jdkName="Python 3.7 (AL-2020)" jdkType="Python SDK" />
|
||||||
<orderEntry type="sourceFolder" forTests="false" />
|
<orderEntry type="sourceFolder" forTests="false" />
|
||||||
</component>
|
</component>
|
||||||
<component name="PyDocumentationSettings">
|
<component name="TestRunnerService">
|
||||||
<option name="renderExternalDocumentation" value="true" />
|
<option name="PROJECT_TEST_RUNNER" value="Unittests" />
|
||||||
</component>
|
</component>
|
||||||
</module>
|
</module>
|
||||||
File diff suppressed because it is too large
Load Diff
165
Raporty/Raport_444420.md
Normal file
165
Raporty/Raport_444420.md
Normal file
@ -0,0 +1,165 @@
|
|||||||
|
# Tomasz Kuczyński Raport - mcda
|
||||||
|
|
||||||
|
### Opis podprojektu
|
||||||
|
Podprojekt ma za zadanie wybrać określoną liczbę najlepszych produktów z dostawy.
|
||||||
|
Wykorzystuj on zmodyfikowaną motodę MCDA - Multiple Criteria Decision Analysis.
|
||||||
|
|
||||||
|
#### Uczenie modelu
|
||||||
|
Zbiór uczenia składa się z zdefiniowania wartości atrybutów:
|
||||||
|
|
||||||
|
```javascript
|
||||||
|
color = {'black': 16, 'gold': 10, 'purple': 5, 'brown': 7, 'blue': 12, 'white': 14, 'red': 13, 'orange': 11}
|
||||||
|
shape = {'rectangle': 15, 'pack': 19, 'square': 9, 'jar': 7}
|
||||||
|
size = {'small': 7, 'medium': 16, 'big': 13}
|
||||||
|
```
|
||||||
|
oraz ich wyliczenia:
|
||||||
|
```javascript
|
||||||
|
def sizeValue(X):
|
||||||
|
if X.size == 'small':
|
||||||
|
return X.mass/5
|
||||||
|
if X.size == 'medium':
|
||||||
|
return X.mass/10
|
||||||
|
if X.size == 'big':
|
||||||
|
return X.mass/20
|
||||||
|
```
|
||||||
|
|
||||||
|
Składa się róznierz z parametrów:
|
||||||
|
|
||||||
|
`weights` - waga danego parametru
|
||||||
|
|
||||||
|
`q` - współczynik pomyłki (granicy błędu) pomiędzy atrybutami
|
||||||
|
|
||||||
|
`p` - maksymalna dopuszczalna różnica pomiędy atrybutami
|
||||||
|
|
||||||
|
```javascript
|
||||||
|
parameters = {
|
||||||
|
'color': {'weights': 3, 'q': 1, 'p': 5},
|
||||||
|
'shape': {'weights': 4, 'q': 1, 'p': 6},
|
||||||
|
'mass': {'weights': 0.5, 'q': 2, 'p': 10},
|
||||||
|
'size': {'weights': 1, 'q': 1, 'p': 8}
|
||||||
|
}
|
||||||
|
```
|
||||||
|
|
||||||
|
#### Opis kodu w wspólnym projekcie
|
||||||
|
W wspólnym projekcie w pliku main.py wywołuje funkcję wybierania 5 produktów z dostawy:
|
||||||
|
|
||||||
|
```javascript
|
||||||
|
produsctsFromSupply = choseProducts(5)
|
||||||
|
```
|
||||||
|
|
||||||
|
próbna dostawa jest zapisana w pliku supply.py:
|
||||||
|
|
||||||
|
```javascript
|
||||||
|
def create_data_products():
|
||||||
|
allProducts = []
|
||||||
|
|
||||||
|
product = Product('black', 'rectangle', 51, 'small')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('black', 'rectangle', 51, 'small')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('gold', 'pack', 100, 'big')
|
||||||
|
allProducts.append(product)
|
||||||
|
...
|
||||||
|
return allProducts
|
||||||
|
|
||||||
|
```
|
||||||
|
|
||||||
|
Cały algorytm selekcji produktów znajduje się w pliku mcda.py.
|
||||||
|
|
||||||
|
Funkcja `getConcordance(gA, gB, q, p):` ma za zadanie wyliczyć `Concordance` czyli jakość produktu A względem produktu B, za pomocą wartości atrybutów A, B odpowiednio gA, gB oraz parametrów tego atrybutu q, p i zwrócić liczbę z zakresu [0,1].
|
||||||
|
|
||||||
|
```javascript
|
||||||
|
def getConcordance(gA, gB, q, p):
|
||||||
|
if gB <= gA + q:
|
||||||
|
return 1
|
||||||
|
if gB <= gA + p:
|
||||||
|
return (p - gB + gA) / (p - q)
|
||||||
|
return 0
|
||||||
|
```
|
||||||
|
|
||||||
|
Funkcja `getAllTypeConcordance(A, B)` ma za zadanie wyliczyć wszystkie typy `Concordance` oraz wyliczyć ich średnią ważoną:
|
||||||
|
|
||||||
|
```javascript
|
||||||
|
def getAllTypeConcordance(A, B):
|
||||||
|
concordance = 0.0
|
||||||
|
weight_sum = 0
|
||||||
|
|
||||||
|
parameter = parameters['color']
|
||||||
|
w, q, p = parameter['weights'], parameter['q'], parameter['p']
|
||||||
|
concordance += getConcordance(color[A.color], color[B.color], q, p) * w
|
||||||
|
weight_sum += w
|
||||||
|
|
||||||
|
parameter = parameters['shape']
|
||||||
|
w, q, p = parameter['weights'], parameter['q'], parameter['p']
|
||||||
|
concordance += getConcordance(shape[A.shape], shape[B.shape], q, p) * w
|
||||||
|
weight_sum += w
|
||||||
|
...
|
||||||
|
concordance /= weight_sum
|
||||||
|
return concordance
|
||||||
|
```
|
||||||
|
|
||||||
|
Funkcja `getConcordanceAllProducts()` ma za zadanie przy pomocy funkcji `getAllTypeConcordance(A, B)` wyliczyć `Concordance` dla wszystkich produktów i zwrócić wynik w postaci listy:
|
||||||
|
|
||||||
|
```javascript
|
||||||
|
def getConcordanceAllProducts():
|
||||||
|
C = []
|
||||||
|
|
||||||
|
for i in range(len(allProducts)):
|
||||||
|
c = 0
|
||||||
|
for j in range(len(allProducts)):
|
||||||
|
if j==i:
|
||||||
|
continue
|
||||||
|
else:
|
||||||
|
c += getAllTypeConcordance(allProducts[i], allProducts[j])
|
||||||
|
c /= len(allProducts)-1
|
||||||
|
C.append(c)
|
||||||
|
return C
|
||||||
|
```
|
||||||
|
|
||||||
|
Funkcja `choseProducts(number)` ma za zadanie wybrać `number` produktów z dostawy na podstawie listy `Concordance` zwróconej przez funkcję `getConcordanceAllProducts()`.
|
||||||
|
|
||||||
|
```javascript
|
||||||
|
def choseProducts(number):
|
||||||
|
C = getConcordanceAllProducts()
|
||||||
|
products = []
|
||||||
|
prev = -1
|
||||||
|
if number > len(allProducts):
|
||||||
|
return allProducts
|
||||||
|
while number > 0:
|
||||||
|
max = -1
|
||||||
|
if prev == -1:
|
||||||
|
max = 0
|
||||||
|
for j in range(len(allProducts)):
|
||||||
|
if prev == -1:
|
||||||
|
if C[max]<C[j]:
|
||||||
|
max = j
|
||||||
|
elif max == -1:
|
||||||
|
if C[prev]>C[j]:
|
||||||
|
max = j
|
||||||
|
elif C[max] < C[j] and C[j] < C[prev]:
|
||||||
|
max = j
|
||||||
|
prev = max
|
||||||
|
for j in range(len(allProducts)):
|
||||||
|
if C[max] == C[j]:
|
||||||
|
products.append(allProducts[j])
|
||||||
|
print(C[j])
|
||||||
|
number -= 1
|
||||||
|
if number == 0:
|
||||||
|
break
|
||||||
|
print(C)
|
||||||
|
return products
|
||||||
|
```
|
||||||
|
|
||||||
|
`print(C[j])` oraz `print(C)` służy do sprawdzenia poprawności algorytmu.
|
||||||
|
|
||||||
|
### Uruchomienie algorytmu i jego działanie
|
||||||
|
Film przedstawiający uruchomienie aplikacji:
|
||||||
|
https://www.youtube.com/watch?v=DmwDlJkjtjs
|
||||||
|
|
||||||
|
Parametry pojawiające się w terminalu:
|
||||||
|
|
||||||
|
1.Concordance `number` najlepszych produktów (`print(C[j])`).
|
||||||
|
|
||||||
|
2.Lista wszystkich Concordance ( `print(C)`).
|
||||||
|
|
||||||
|
|
||||||
131
Raporty/raport_444428.md
Normal file
131
Raporty/raport_444428.md
Normal file
@ -0,0 +1,131 @@
|
|||||||
|
# Wojciech Łukasik - drzewa decyzyjne, algorytm CART
|
||||||
|
|
||||||
|
### Opis podprojektu
|
||||||
|
Podprojekt implementuje tworzenie drzewa decyzyjnego w oparciu o algorytm CART
|
||||||
|
(Classification And Regression Tree), które pomaga Agentowi w rozpoznaniu słodyczy na podstawie
|
||||||
|
ich cech fizycznych (kolor, kształt, masa, rozmiar).
|
||||||
|
|
||||||
|
Wszystkie funkcje oraz klasy wykorzystywane w tym podprojekcie znajdują się w pliku decision_tree.py,
|
||||||
|
dane uczące znajdują się w pliku data.py w liście learning_data
|
||||||
|
|
||||||
|
### Tworzenie drzewa decyzyjnego
|
||||||
|
|
||||||
|
Główną funkcją jest
|
||||||
|
|
||||||
|
`build_tree(rows)` która jak wskazuje nazwa tworzy drzewo.
|
||||||
|
|
||||||
|
Funkcja przyjmuje jako argument listę zawierającą zestaw danych, w tym przypadku będą to słodycze o różnych właściwościach.
|
||||||
|
|
||||||
|
```python
|
||||||
|
def build_tree(rows):
|
||||||
|
gain, question = find_best_split(rows)
|
||||||
|
|
||||||
|
if gain == 0:
|
||||||
|
return Leaf(rows)
|
||||||
|
|
||||||
|
true_rows, false_rows = partition(rows, question)
|
||||||
|
|
||||||
|
true_branch = build_tree(true_rows)
|
||||||
|
|
||||||
|
false_branch = build_tree(false_rows)
|
||||||
|
|
||||||
|
return DecisionNode(question, true_branch, false_branch)
|
||||||
|
```
|
||||||
|
|
||||||
|
Drzewo jest budowane w oparciu o najlepsze możlwe podziały (najbardziej korzystne 'pytanie', które można zadać).
|
||||||
|
Zajmuje się tym funkcja
|
||||||
|
|
||||||
|
`find_best_split(rows)` która dla wszystkich właściwości przekazanego zestawu informacji
|
||||||
|
wylicza dla nich 'zysk informacji'.
|
||||||
|
|
||||||
|
Jeżeli nie otrzymujemy żadnych informacji (gain == 0) to znaczy, że znajdujemy
|
||||||
|
się w liściu drzewa.
|
||||||
|
|
||||||
|
```python
|
||||||
|
def find_best_split(rows):
|
||||||
|
best_gain = 0
|
||||||
|
best_question = None
|
||||||
|
current_uncertainty = gini(rows)
|
||||||
|
n_features = len(rows[0]) - 1
|
||||||
|
|
||||||
|
for col in range(n_features):
|
||||||
|
values = set([row[col] for row in rows])
|
||||||
|
|
||||||
|
for val in values:
|
||||||
|
question = Question(col, val)
|
||||||
|
|
||||||
|
true_rows, false_rows = partition(rows, question)
|
||||||
|
|
||||||
|
if len(true_rows) == 0 or len(false_rows) == 0:
|
||||||
|
continue
|
||||||
|
|
||||||
|
gain = info_gain(true_rows, false_rows, current_uncertainty)
|
||||||
|
|
||||||
|
if gain > best_gain:
|
||||||
|
best_gain, best_question = gain, question
|
||||||
|
|
||||||
|
return best_gain, best_question
|
||||||
|
```
|
||||||
|
|
||||||
|
Zysk informacji z danego podziału otrzymujemy obliczając wartość 'Gini Impurity'. Jest to miara tego jak często losowo
|
||||||
|
wybrany element zbioru byłby źle skategoryzowany, gdyby przypisać mu losową kategorię spośród wszystkich kategorii
|
||||||
|
znajdujących się w danym zbiorze.
|
||||||
|
|
||||||
|
```python
|
||||||
|
def gini(rows):
|
||||||
|
counts = class_counts(rows)
|
||||||
|
impurity = 1
|
||||||
|
for lbl in counts:
|
||||||
|
prob_of_lbl = counts[lbl] / float(len(rows))
|
||||||
|
impurity -= prob_of_lbl ** 2
|
||||||
|
return impurity
|
||||||
|
```
|
||||||
|
`class_counts(rows)` to funkcja, która dla danego zestawu danych zwraca wszystkie unikalne 'kategorie' oraz liczbę ich wystąpień.
|
||||||
|
|
||||||
|
Dla przykładu, w zestawie w którym wszystkie elementy podchodzą pod tę samą kategorię wartość Gini Impurity będzie równa zero, natomiast w zbiorze w którym znajdują się dwie kategorie wartość ta wyniesie 0,5. Im więcej różnych kategorii tym bardziej wartość Gini Impurity będzie zbliżała się do 1.
|
||||||
|
|
||||||
|
Po znalezieniu najbardziej optymalnego pytania, algorytm dzieli zestaw na elementy, dla których pytanie jest prawdziwe
|
||||||
|
(true_rows), oraz te dla których jest fałszywe (false_rows). Następnie wykonuje rekurencyjnie procedurę `build_tree` dla obu poddrzew tak długo aż nie dojdzie do liści.
|
||||||
|
|
||||||
|
Element o zadanym zestawie cech, zostaje odnaleziony w drzewie dzięki prostej procedurze
|
||||||
|
|
||||||
|
`classify(row, node)` 'row' to lista cech elementu, natomiast 'node' na początu jest korzeniem już zbudowanego drzewa.
|
||||||
|
|
||||||
|
Element jest odnaleziony dzięki
|
||||||
|
rekurencyjnym porównaniom atrybutów elementu z pytaniami w kolejnych węzłach drzewa.
|
||||||
|
|
||||||
|
```python
|
||||||
|
def classify(row, node):
|
||||||
|
if isinstance(node, Leaf):
|
||||||
|
return node.predicions
|
||||||
|
|
||||||
|
if node.question.match(row):
|
||||||
|
return classify(row, node.true_branch)
|
||||||
|
else:
|
||||||
|
return classify(row, node.false_branch)
|
||||||
|
```
|
||||||
|
|
||||||
|
### Zestaw uczący
|
||||||
|
|
||||||
|
Zestaw budujący drzewo to lista zawierająca 27 przykładowych słodyczy. Ich atrybuty zapisane są w formacie ['kolor',
|
||||||
|
'kształt', 'masa', 'wielkość', 'nazwa']. Oczywiście przy wyszukiwaniu elementu w drzewie jego nazwa nie jest potrzebna
|
||||||
|
ponieważ to jej szukamy. Przykładowe elementy z zestawu uczącego:
|
||||||
|
|
||||||
|
```python
|
||||||
|
['black', 'rectangle', 51, 'small', 'Mars'],
|
||||||
|
['gold', 'pack', 100, 'big', 'Haribo'],
|
||||||
|
['purple', 'rectangle', 100, 'big', 'Milka'],
|
||||||
|
['brown', 'pack', 45, 'small', 'M&M'],
|
||||||
|
```
|
||||||
|
|
||||||
|
### Implementacja w projekcie
|
||||||
|
|
||||||
|
Przy rozpoczęciu głównej pętli programu w pliku `main.py` drzewo `my_tree` zostaje zbudowane w oparciu o dane
|
||||||
|
`data.learning_data`.
|
||||||
|
|
||||||
|
Gdy program już działa, po wciśnięciu `spacji` jeden ze słodyczy zostanie losowo wybrany z zestawu `data.learning_data`
|
||||||
|
oraz umieszczony na polu `board[9][0]`, a jego nazwa zostanie wypisana w konsoli. Następnie Agent przemieszcza się do
|
||||||
|
punktu `board[9][0]` i rozpoczne procedurę wyszukiwania elementu w zbudowanym drzewie. Na końcu wypisze w
|
||||||
|
konsoli nazwę produktu.
|
||||||
|
|
||||||
|
|
||||||
@ -93,7 +93,6 @@ let winner = 0;
|
|||||||
let current = openSet[winner];
|
let current = openSet[winner];
|
||||||
```
|
```
|
||||||
|
|
||||||
|
|
||||||
### Definicja przyjętej heurystyki
|
### Definicja przyjętej heurystyki
|
||||||
Jest to szacowana odległość od sprawdzanego pola do celu. Obliczana jest jako `Manhattan Distance`, ponieważ w naszym modelu Agent nie może poruszać się po skosie.
|
Jest to szacowana odległość od sprawdzanego pola do celu. Obliczana jest jako `Manhattan Distance`, ponieważ w naszym modelu Agent nie może poruszać się po skosie.
|
||||||
|
|
||||||
BIN
__pycache__/agent.cpython-38.pyc
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9
candy.py
Normal file
9
candy.py
Normal file
@ -0,0 +1,9 @@
|
|||||||
|
|
||||||
|
|
||||||
|
class Candy:
|
||||||
|
def __init__(self, producent, type, price):
|
||||||
|
|
||||||
|
self.producent = producent
|
||||||
|
self.type = type
|
||||||
|
self.price = price
|
||||||
|
|
||||||
32
data.py
32
data.py
@ -28,6 +28,38 @@ def create_data_sweets():
|
|||||||
return allProducts
|
return allProducts
|
||||||
|
|
||||||
|
|
||||||
|
learning_data = [
|
||||||
|
# kolor, kształt, waga, rozmiar, nazwa
|
||||||
|
['black', 'rectangle', 51, 'small', 'Mars'],
|
||||||
|
['gold', 'pack', 100, 'big', 'Haribo'],
|
||||||
|
['purple', 'rectangle', 100, 'big', 'Milka'],
|
||||||
|
['brown', 'pack', 45, 'small', 'M&M'],
|
||||||
|
['blue', 'rectangle', 50, 'medium', 'Bounty'],
|
||||||
|
['blue', 'square', 40, 'small', 'Knoppers'],
|
||||||
|
['blue', 'rectangle', 35, 'small', 'Milky-way'],
|
||||||
|
['gold', 'rectangle', 40, 'medium', 'Twix'],
|
||||||
|
['gold', 'rectangle', 50, 'medium', 'Prince-polo'],
|
||||||
|
['brown', 'rectangle', 55, 'medium', 'Snickers'],
|
||||||
|
['brown', 'rectangle', 45, 'medium', 'Lion'],
|
||||||
|
['white', 'rectangle', 40, 'medium', 'Kinder-bueno'],
|
||||||
|
['red', 'rectangle', 50, 'medium', 'Kit-kat'],
|
||||||
|
['blue', 'rectangle', 115, 'big', 'Wedel'],
|
||||||
|
['white', 'rectangle', 15, 'small', 'Krowka'],
|
||||||
|
['red', 'pack', 70, 'medium', 'Skittles'],
|
||||||
|
['orange', 'rectangle', 45, 'medium', 'Reeses'],
|
||||||
|
['blue', 'rectangle', 55, 'medium', 'Oreo'],
|
||||||
|
['gold', 'rectangle', 120, 'big', 'Ferrero-rocher'],
|
||||||
|
['white', 'rectangle', 120, 'big', 'Rafaello'],
|
||||||
|
['white', 'jar', 600, 'big', 'Nutella'],
|
||||||
|
['white', 'rectangle', 25, 'small', 'Duplo'],
|
||||||
|
['brown', 'jar', 500, 'big', 'GoOn'],
|
||||||
|
['brown', 'jar', 470, 'big', 'Active Orzechowe'],
|
||||||
|
['red', 'jar', 250, 'medium', 'Strawberry Jam'],
|
||||||
|
['black', 'jar', 250, 'medium', 'Blackberry Jam'],
|
||||||
|
['orange', 'jar', 250, 'medium', 'Peach Jam'],
|
||||||
|
]
|
||||||
|
|
||||||
|
|
||||||
def create_data_dict():
|
def create_data_dict():
|
||||||
products_as_dict = []
|
products_as_dict = []
|
||||||
|
|
||||||
|
|||||||
91
data.py.orig
Normal file
91
data.py.orig
Normal file
@ -0,0 +1,91 @@
|
|||||||
|
from sweets import Sweets
|
||||||
|
|
||||||
|
|
||||||
|
def create_data_sweets():
|
||||||
|
allProducts = []
|
||||||
|
|
||||||
|
sweet = Sweets('Mars', 'czekoladowy', 'baton', 'sredni', 2.49)
|
||||||
|
allProducts.append(sweet)
|
||||||
|
sweet = Sweets('Mars', 'czekoladowy', 'czekolada', 'duzy', 4.99)
|
||||||
|
allProducts.append(sweet)
|
||||||
|
sweet = Sweets('Mars', 'czekoladowy', 'czekolada', 'ogromny', 11.26)
|
||||||
|
allProducts.append(sweet)
|
||||||
|
sweet = Sweets('M&M', 'czekoladowy', 'czekolada', 'duzy', 3.99)
|
||||||
|
allProducts.append(sweet)
|
||||||
|
sweet = Sweets('M&M', 'czekoladowy', 'baton', 'sredni', 2.89)
|
||||||
|
allProducts.append(sweet)
|
||||||
|
sweet = Sweets('Nestle', 'bananowy', 'landrynka', 'maly', 0.39)
|
||||||
|
allProducts.append(sweet)
|
||||||
|
sweet = Sweets('Nestle', 'truskawkowy', 'landrynka', 'maly', 0.39)
|
||||||
|
allProducts.append(sweet)
|
||||||
|
sweet = Sweets('Nestle', 'cola', 'landrynka', 'maly', 0.49)
|
||||||
|
allProducts.append(sweet)
|
||||||
|
sweet = Sweets('Wedel', 'czekoladowy', 'baton', 'sredni', 1.99)
|
||||||
|
allProducts.append(sweet)
|
||||||
|
sweet = Sweets('Maoam', 'truskawkowy', 'guma', 'maly', 0.25)
|
||||||
|
allProducts.append(sweet)
|
||||||
|
|
||||||
|
<<<<<<< HEAD
|
||||||
|
return allProducts
|
||||||
|
|
||||||
|
|
||||||
|
learning_data = [
|
||||||
|
# kolor, kształt, waga, rozmiar, nazwa
|
||||||
|
['black', 'rectangle', 51, 'small', 'Mars'],
|
||||||
|
['gold', 'pack', 100, 'big', 'Haribo'],
|
||||||
|
['purple', 'rectangle', 100, 'big', 'Milka'],
|
||||||
|
['brown', 'pack', 45, 'small', 'M&M'],
|
||||||
|
['blue', 'rectangle', 50, 'medium', 'Bounty'],
|
||||||
|
['blue', 'square', 40, 'small', 'Knoppers'],
|
||||||
|
['blue', 'rectangle', 35, 'small', 'Milky-way'],
|
||||||
|
['gold', 'rectangle', 40, 'medium', 'Twix'],
|
||||||
|
['gold', 'rectangle', 50, 'medium', 'Prince-polo'],
|
||||||
|
['brown', 'rectangle', 55, 'medium', 'Snickers'],
|
||||||
|
['brown', 'rectangle', 45, 'medium', 'Lion'],
|
||||||
|
['white', 'rectangle', 40, 'medium', 'Kinder-bueno'],
|
||||||
|
['red', 'rectangle', 50, 'medium', 'Kit-kat'],
|
||||||
|
['blue', 'rectangle', 115, 'big', 'Wedel'],
|
||||||
|
['white', 'rectangle', 15, 'small', 'Krowka'],
|
||||||
|
['red', 'pack', 70, 'medium', 'Skittles'],
|
||||||
|
['orange', 'rectangle', 45, 'medium', 'Reeses'],
|
||||||
|
['blue', 'rectangle', 55, 'medium', 'Oreo'],
|
||||||
|
['gold', 'rectangle', 120, 'big', 'Ferrero-rocher'],
|
||||||
|
['white', 'rectangle', 120, 'big', 'Rafaello'],
|
||||||
|
['white', 'jar', 600, 'big', 'Nutella'],
|
||||||
|
['white', 'rectangle', 25, 'small', 'Duplo'],
|
||||||
|
['brown', 'jar', 500, 'big', 'GoOn'],
|
||||||
|
['brown', 'jar', 470, 'big', 'Active Orzechowe'],
|
||||||
|
['red', 'jar', 250, 'medium', 'Strawberry Jam'],
|
||||||
|
['black', 'jar', 250, 'medium', 'Blackberry Jam'],
|
||||||
|
['orange', 'jar', 250, 'medium', 'Peach Jam'],
|
||||||
|
]
|
||||||
|
=======
|
||||||
|
return allProducts
|
||||||
|
|
||||||
|
|
||||||
|
def create_data_dict():
|
||||||
|
products_as_dict = []
|
||||||
|
|
||||||
|
sweet = Sweets('Mars', 'czekoladowy', 'baton', 'sredni', 2.49)
|
||||||
|
products_as_dict.append(vars(sweet))
|
||||||
|
sweet = Sweets('Mars', 'czekoladowy', 'czekolada', 'duzy', 4.99)
|
||||||
|
products_as_dict.append(vars(sweet))
|
||||||
|
sweet = Sweets('Mars', 'czekoladowy', 'czekolada', 'ogromny', 11.26)
|
||||||
|
products_as_dict.append(vars(sweet))
|
||||||
|
sweet = Sweets('M&M', 'czekoladowy', 'czekolada', 'duzy', 3.99)
|
||||||
|
products_as_dict.append(vars(sweet))
|
||||||
|
sweet = Sweets('M&M', 'czekoladowy', 'baton', 'sredni', 2.89)
|
||||||
|
products_as_dict.append(vars(sweet))
|
||||||
|
sweet = Sweets('Nestle', 'bananowy', 'landrynka', 'maly', 0.39)
|
||||||
|
products_as_dict.append(vars(sweet))
|
||||||
|
sweet = Sweets('Nestle', 'truskawkowy', 'landrynka', 'maly', 0.39)
|
||||||
|
products_as_dict.append(vars(sweet))
|
||||||
|
sweet = Sweets('Nestle', 'cola', 'landrynka', 'maly', 0.49)
|
||||||
|
products_as_dict.append(vars(sweet))
|
||||||
|
sweet = Sweets('Wedel', 'czekoladowy', 'baton', 'sredni', 1.99)
|
||||||
|
products_as_dict.append(vars(sweet))
|
||||||
|
sweet = Sweets('Maoam', 'truskawkowy', 'guma', 'maly', 0.25)
|
||||||
|
products_as_dict.append(vars(sweet))
|
||||||
|
|
||||||
|
return products_as_dict
|
||||||
|
>>>>>>> upstream/master
|
||||||
184
decision_tree.py
Normal file
184
decision_tree.py
Normal file
@ -0,0 +1,184 @@
|
|||||||
|
import data
|
||||||
|
|
||||||
|
training_data = data.learning_data
|
||||||
|
|
||||||
|
header = ['color', 'shape', 'weight', 'size', 'name']
|
||||||
|
|
||||||
|
|
||||||
|
# funkcja która zwraca listę unikalnych wartości z każdej kolumny
|
||||||
|
def uniqie_vals(rows, col):
|
||||||
|
return set([row[col] for row in rows])
|
||||||
|
|
||||||
|
|
||||||
|
# zliczamy liczbę wystąpień danego typu w zestawie danych
|
||||||
|
def class_counts(rows):
|
||||||
|
counts = {} # label -> count
|
||||||
|
|
||||||
|
for row in rows:
|
||||||
|
name = row[-1]
|
||||||
|
if name not in counts:
|
||||||
|
counts[name] = 0
|
||||||
|
counts[name] += 1
|
||||||
|
return counts
|
||||||
|
|
||||||
|
|
||||||
|
# funkcja do sprawdzania czy wartość jest wartością numeryczną
|
||||||
|
def is_numeric(val):
|
||||||
|
return isinstance(val, int) or isinstance(val, float)
|
||||||
|
|
||||||
|
|
||||||
|
# klasa do zadawania pytań
|
||||||
|
class Question:
|
||||||
|
def __init__(self, column, value):
|
||||||
|
self.column = column
|
||||||
|
self.value = value
|
||||||
|
|
||||||
|
def match(self, example):
|
||||||
|
val = example[self.column]
|
||||||
|
|
||||||
|
if is_numeric(val):
|
||||||
|
return val >= self.value
|
||||||
|
else:
|
||||||
|
return val == self.value
|
||||||
|
|
||||||
|
def __repr__(self):
|
||||||
|
condition = '=='
|
||||||
|
if is_numeric(self.value):
|
||||||
|
condition = '>='
|
||||||
|
return "Is %s %s %s?" % (header[self.column], condition, str(self.value))
|
||||||
|
|
||||||
|
|
||||||
|
def partition(rows, question):
|
||||||
|
""" podział zbioru informacji
|
||||||
|
dla każdego rzędu w zbiorze, sprawdź czy zgadza się z pytaniem, jeśli tak
|
||||||
|
dodaj do 'true' inaczej dodaj do 'false' """
|
||||||
|
true_rows, false_rows = [], []
|
||||||
|
for row in rows:
|
||||||
|
if question.match(row):
|
||||||
|
true_rows.append(row)
|
||||||
|
else:
|
||||||
|
false_rows.append(row)
|
||||||
|
return true_rows, false_rows
|
||||||
|
|
||||||
|
|
||||||
|
def gini(rows):
|
||||||
|
""" Gini impurity is a measure of how often a randomly chosen element from
|
||||||
|
the set would be incorrectly labeled if it was randomly labeled according to
|
||||||
|
the distribution of labels in the subset. """
|
||||||
|
|
||||||
|
counts = class_counts(rows)
|
||||||
|
impurity = 1
|
||||||
|
for lbl in counts:
|
||||||
|
prob_of_lbl = counts[lbl] / float(len(rows))
|
||||||
|
impurity -= prob_of_lbl ** 2
|
||||||
|
return impurity
|
||||||
|
|
||||||
|
|
||||||
|
def info_gain(left, right, current_uncertainty):
|
||||||
|
p = float(len(left)) / (len(left) + len(right))
|
||||||
|
return current_uncertainty - p * gini(left) - (1 - p) * gini(right)
|
||||||
|
|
||||||
|
|
||||||
|
def find_best_split(rows):
|
||||||
|
""" znajdź najlepsze możliwe pytanie do zadania, sprawdzając wszystkie
|
||||||
|
właściwośći oraz licząc dla nich 'info_gain' """
|
||||||
|
best_gain = 0
|
||||||
|
best_question = None
|
||||||
|
current_uncertainty = gini(rows)
|
||||||
|
n_features = len(rows[0]) - 1
|
||||||
|
|
||||||
|
for col in range(n_features):
|
||||||
|
values = set([row[col] for row in rows])
|
||||||
|
|
||||||
|
for val in values:
|
||||||
|
question = Question(col, val)
|
||||||
|
|
||||||
|
true_rows, false_rows = partition(rows, question)
|
||||||
|
|
||||||
|
if len(true_rows) == 0 or len(false_rows) == 0:
|
||||||
|
continue
|
||||||
|
|
||||||
|
gain = info_gain(true_rows, false_rows, current_uncertainty)
|
||||||
|
|
||||||
|
if gain > best_gain:
|
||||||
|
best_gain, best_question = gain, question
|
||||||
|
|
||||||
|
return best_gain, best_question
|
||||||
|
|
||||||
|
|
||||||
|
class Leaf:
|
||||||
|
def __init__(self, rows):
|
||||||
|
self.predicions = class_counts(rows)
|
||||||
|
|
||||||
|
|
||||||
|
class DecisionNode:
|
||||||
|
def __init__(self, question, true_branch, false_branch):
|
||||||
|
self.question = question
|
||||||
|
self.true_branch = true_branch
|
||||||
|
self.false_branch = false_branch
|
||||||
|
|
||||||
|
|
||||||
|
def build_tree(rows):
|
||||||
|
gain, question = find_best_split(rows)
|
||||||
|
|
||||||
|
if gain == 0:
|
||||||
|
return Leaf(rows)
|
||||||
|
|
||||||
|
true_rows, false_rows = partition(rows, question)
|
||||||
|
|
||||||
|
true_branch = build_tree(true_rows)
|
||||||
|
|
||||||
|
false_branch = build_tree(false_rows)
|
||||||
|
|
||||||
|
return DecisionNode(question, true_branch, false_branch)
|
||||||
|
|
||||||
|
|
||||||
|
def print_tree(node, spacing=""):
|
||||||
|
if isinstance(node, Leaf):
|
||||||
|
print(spacing + "Predict", node.predicions)
|
||||||
|
|
||||||
|
else:
|
||||||
|
print(spacing + str(node.question))
|
||||||
|
|
||||||
|
print(spacing + '--> True:')
|
||||||
|
print_tree(node.true_branch, spacing + " ")
|
||||||
|
|
||||||
|
print(spacing + '--> False:')
|
||||||
|
print_tree(node.false_branch, spacing + " ")
|
||||||
|
|
||||||
|
|
||||||
|
def classify(row, node):
|
||||||
|
if isinstance(node, Leaf):
|
||||||
|
return node.predicions
|
||||||
|
|
||||||
|
if node.question.match(row):
|
||||||
|
return classify(row, node.true_branch)
|
||||||
|
else:
|
||||||
|
return classify(row, node.false_branch)
|
||||||
|
|
||||||
|
|
||||||
|
def print_leaf(counts):
|
||||||
|
probs = []
|
||||||
|
for lbl in counts.keys():
|
||||||
|
probs.append(lbl)
|
||||||
|
return probs
|
||||||
|
|
||||||
|
|
||||||
|
# my_tree = build_tree(training_data)
|
||||||
|
#
|
||||||
|
# print_tree(my_tree)
|
||||||
|
#
|
||||||
|
# testing_data = [
|
||||||
|
# ['gold', 'rectangle', 50, 'medium', 'Name'],
|
||||||
|
# ['brown', 'rectangle', 55, 'medium', 'Snickers'],
|
||||||
|
# ['white', 'rectangle', 120, 'big', 'Name']
|
||||||
|
# ]
|
||||||
|
#
|
||||||
|
# test = ['white', 'rectangle', 120, 'big', 'Name']
|
||||||
|
#
|
||||||
|
# # for row in testing_data:
|
||||||
|
# # print(print_leaf(classify(row, my_tree)))
|
||||||
|
#
|
||||||
|
# wynik = print_leaf(classify(test, my_tree))[0]
|
||||||
|
# print(wynik)
|
||||||
|
|
||||||
4
field.py
4
field.py
@ -23,6 +23,9 @@ class Field:
|
|||||||
self.f = 0
|
self.f = 0
|
||||||
self.previous = None
|
self.previous = None
|
||||||
|
|
||||||
|
# Przedmiot, który podnosi agent
|
||||||
|
self.item = []
|
||||||
|
|
||||||
# Te rzeczy są potrzebne do wyświetlenia pola
|
# Te rzeczy są potrzebne do wyświetlenia pola
|
||||||
self.image = pygame.image.load('img/Field.png')
|
self.image = pygame.image.load('img/Field.png')
|
||||||
self.rect = self.image.get_rect()
|
self.rect = self.image.get_rect()
|
||||||
@ -30,7 +33,6 @@ class Field:
|
|||||||
|
|
||||||
self.rect.center = (center_x, center_y)
|
self.rect.center = (center_x, center_y)
|
||||||
|
|
||||||
|
|
||||||
# Metoda do wyświetlania pola na ekranie
|
# Metoda do wyświetlania pola na ekranie
|
||||||
def blitme(self):
|
def blitme(self):
|
||||||
self.screen.blit(self.image, self.rect)
|
self.screen.blit(self.image, self.rect)
|
||||||
|
|||||||
31
main.py
31
main.py
@ -2,12 +2,14 @@ import pygame
|
|||||||
import functions
|
import functions
|
||||||
import sys
|
import sys
|
||||||
import time
|
import time
|
||||||
|
import decision_tree
|
||||||
|
import data
|
||||||
|
|
||||||
from agent import Agent
|
from agent import Agent
|
||||||
from settings import Settings
|
from settings import Settings
|
||||||
from board import create_board, draw_board
|
from board import create_board, draw_board
|
||||||
from random import randint
|
from random import randint, choice
|
||||||
|
from mcda import choseProducts
|
||||||
|
|
||||||
# Inicjalizacja programu i utworzenie obiektu ekrany
|
# Inicjalizacja programu i utworzenie obiektu ekrany
|
||||||
def run():
|
def run():
|
||||||
@ -17,10 +19,13 @@ def run():
|
|||||||
pygame.display.set_caption("Inteligentny wózek widłowy")
|
pygame.display.set_caption("Inteligentny wózek widłowy")
|
||||||
agent = Agent(screen, 50, 50, "Down")
|
agent = Agent(screen, 50, 50, "Down")
|
||||||
board = create_board(screen)
|
board = create_board(screen)
|
||||||
|
my_tree = decision_tree.build_tree(data.learning_data)
|
||||||
|
|
||||||
for row in board:
|
produsctsFromSupply = choseProducts(5)
|
||||||
for field in row:
|
|
||||||
print(field.cost_of_travel)
|
# for row in board:
|
||||||
|
# for field in row:
|
||||||
|
# print(field.cost_of_travel)
|
||||||
|
|
||||||
path = []
|
path = []
|
||||||
next_step = None
|
next_step = None
|
||||||
@ -41,7 +46,9 @@ def run():
|
|||||||
agent.move_forward(board)
|
agent.move_forward(board)
|
||||||
print(agent.x, agent.y)
|
print(agent.x, agent.y)
|
||||||
elif event.key == pygame.K_SPACE:
|
elif event.key == pygame.K_SPACE:
|
||||||
field = board[randint(0, 9)][randint(0, 9)]
|
board[9][0].item = choice(data.learning_data)
|
||||||
|
print("Wybrano: " + board[9][0].item[-1])
|
||||||
|
field = board[9][0]
|
||||||
if not field.is_shelf:
|
if not field.is_shelf:
|
||||||
path = functions.a_star(board[agent.y][agent.x], field, board)
|
path = functions.a_star(board[agent.y][agent.x], field, board)
|
||||||
path.pop(len(path) - 1)
|
path.pop(len(path) - 1)
|
||||||
@ -56,17 +63,19 @@ def run():
|
|||||||
next_step = path.pop()
|
next_step = path.pop()
|
||||||
else:
|
else:
|
||||||
next_step = None
|
next_step = None
|
||||||
print(next_step, path)
|
# print(next_step, path)
|
||||||
for row in board:
|
for row in board:
|
||||||
for field in row:
|
for field in row:
|
||||||
if not field.is_shelf:
|
if not field.is_shelf:
|
||||||
field.image = pygame.image.load('img/Field.png')
|
field.image = pygame.image.load('img/Field.png')
|
||||||
for row in board:
|
|
||||||
for field in row:
|
|
||||||
print(field.g, field.h, field.f, field.previous)
|
|
||||||
else:
|
else:
|
||||||
functions.change_turn(agent, next_step)
|
functions.change_turn(agent, next_step)
|
||||||
print(agent.x, agent.y)
|
|
||||||
|
if board[agent.y][agent.x].item:
|
||||||
|
prediction = decision_tree.print_leaf(decision_tree.classify(board[agent.y][agent.x].item, my_tree))
|
||||||
|
print("Agent uważa, że przedmiot to: " + prediction[0])
|
||||||
|
board[agent.y][agent.x].item = []
|
||||||
|
|
||||||
draw_board(board)
|
draw_board(board)
|
||||||
agent.blitme()
|
agent.blitme()
|
||||||
|
|||||||
99
mcda.py
Normal file
99
mcda.py
Normal file
@ -0,0 +1,99 @@
|
|||||||
|
from supply import *
|
||||||
|
|
||||||
|
allProducts = create_data_products()
|
||||||
|
|
||||||
|
color = {'black': 16, 'gold': 10, 'purple': 5, 'brown': 7, 'blue': 12, 'white': 14, 'red': 13, 'orange': 11}
|
||||||
|
shape = {'rectangle': 15, 'pack': 19, 'square': 9, 'jar': 7}
|
||||||
|
size = {'small': 7, 'medium': 16, 'big': 13}
|
||||||
|
|
||||||
|
def sizeValue(X):
|
||||||
|
if X.size == 'small':
|
||||||
|
return X.mass/5
|
||||||
|
if X.size == 'medium':
|
||||||
|
return X.mass/10
|
||||||
|
if X.size == 'big':
|
||||||
|
return X.mass/20
|
||||||
|
parameters = {
|
||||||
|
'color': {'weights': 3, 'q': 1, 'p': 5},
|
||||||
|
'shape': {'weights': 4, 'q': 1, 'p': 6},
|
||||||
|
'mass': {'weights': 0.5, 'q': 2, 'p': 10},
|
||||||
|
'size': {'weights': 1, 'q': 1, 'p': 8}
|
||||||
|
|
||||||
|
}
|
||||||
|
def getConcordance(gA, gB, q, p):
|
||||||
|
if gB <= gA + q:
|
||||||
|
return 1
|
||||||
|
if gB <= gA + p:
|
||||||
|
return (p - gB + gA) / (p - q)
|
||||||
|
return 0
|
||||||
|
|
||||||
|
def getAllTypeConcordance(A, B):
|
||||||
|
concordance = 0.0
|
||||||
|
weight_sum = 0
|
||||||
|
|
||||||
|
parameter = parameters['color']
|
||||||
|
w, q, p = parameter['weights'], parameter['q'], parameter['p']
|
||||||
|
concordance += getConcordance(color[A.color], color[B.color], q, p) * w
|
||||||
|
weight_sum += w
|
||||||
|
|
||||||
|
parameter = parameters['shape']
|
||||||
|
w, q, p = parameter['weights'], parameter['q'], parameter['p']
|
||||||
|
concordance += getConcordance(shape[A.shape], shape[B.shape], q, p) * w
|
||||||
|
weight_sum += w
|
||||||
|
|
||||||
|
parameter = parameters['mass']
|
||||||
|
w, q, p = parameter['weights'], parameter['q'], parameter['p']
|
||||||
|
concordance += getConcordance(sizeValue(A), sizeValue(B), q, p) * w
|
||||||
|
weight_sum += w
|
||||||
|
|
||||||
|
parameter = parameters['size']
|
||||||
|
w, q, p = parameter['weights'], parameter['q'], parameter['p']
|
||||||
|
concordance += getConcordance(size[A.size], size[B.size], q, p) * w
|
||||||
|
weight_sum += w
|
||||||
|
|
||||||
|
concordance /= weight_sum
|
||||||
|
return concordance
|
||||||
|
|
||||||
|
def getConcordanceAllProducts():
|
||||||
|
C = []
|
||||||
|
|
||||||
|
for i in range(len(allProducts)):
|
||||||
|
c = 0
|
||||||
|
for j in range(len(allProducts)):
|
||||||
|
if j==i:
|
||||||
|
continue
|
||||||
|
else:
|
||||||
|
c += getAllTypeConcordance(allProducts[i], allProducts[j])
|
||||||
|
c /= len(allProducts)-1
|
||||||
|
C.append(c)
|
||||||
|
return C
|
||||||
|
|
||||||
|
def choseProducts(number):
|
||||||
|
C = getConcordanceAllProducts()
|
||||||
|
products = []
|
||||||
|
prev = -1
|
||||||
|
if number > len(allProducts):
|
||||||
|
return allProducts
|
||||||
|
while number > 0:
|
||||||
|
max = -1
|
||||||
|
if prev == -1:
|
||||||
|
max = 0
|
||||||
|
for j in range(len(allProducts)):
|
||||||
|
if prev == -1:
|
||||||
|
if C[max]<C[j]:
|
||||||
|
max = j
|
||||||
|
elif max == -1:
|
||||||
|
if C[prev]>C[j]:
|
||||||
|
max = j
|
||||||
|
elif C[max] < C[j] and C[j] < C[prev]:
|
||||||
|
max = j
|
||||||
|
prev = max
|
||||||
|
for j in range(len(allProducts)):
|
||||||
|
if C[max] == C[j]:
|
||||||
|
products.append(allProducts[j])
|
||||||
|
print(C[j])
|
||||||
|
number -= 1
|
||||||
|
if number == 0:
|
||||||
|
break
|
||||||
|
print(C)
|
||||||
|
return products
|
||||||
7
product.py
Normal file
7
product.py
Normal file
@ -0,0 +1,7 @@
|
|||||||
|
class Product:
|
||||||
|
|
||||||
|
def __init__(self, color, shape, mass, size):
|
||||||
|
self.color = color
|
||||||
|
self.shape = shape
|
||||||
|
self.mass = mass
|
||||||
|
self.size = size
|
||||||
64
supply.py
Normal file
64
supply.py
Normal file
@ -0,0 +1,64 @@
|
|||||||
|
from product import Product
|
||||||
|
|
||||||
|
|
||||||
|
def create_data_products():
|
||||||
|
allProducts = []
|
||||||
|
|
||||||
|
product = Product('black', 'rectangle', 51, 'small')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('black', 'rectangle', 51, 'small')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('gold', 'pack', 100, 'big')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('purple', 'rectangle', 100, 'big')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('brown', 'pack', 45, 'small')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('blue', 'rectangle', 50, 'medium')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('blue', 'square', 40, 'small')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('blue', 'rectangle', 35, 'small')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('gold', 'rectangle', 40, 'medium')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('gold', 'rectangle', 50, 'medium')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('brown', 'rectangle', 55, 'medium')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('brown', 'rectangle', 45, 'medium')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('white', 'rectangle', 40, 'medium')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('red', 'rectangle', 50, 'medium')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('blue', 'rectangle', 115, 'big')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('white', 'rectangle', 15, 'small')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('red', 'pack', 70, 'medium')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('orange', 'rectangle', 45, 'medium')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('blue', 'rectangle', 55, 'medium')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('gold', 'rectangle', 120, 'big')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('white', 'rectangle', 120, 'big')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('white', 'jar', 600, 'big')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('white', 'rectangle', 25, 'small')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('brown', 'jar', 500, 'big')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('brown', 'jar', 470, 'big')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('red', 'jar', 250, 'medium')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('black', 'jar', 250, 'medium')
|
||||||
|
allProducts.append(product)
|
||||||
|
product = Product('orange', 'jar', 250, 'medium')
|
||||||
|
allProducts.append(product)
|
||||||
|
|
||||||
|
return allProducts
|
||||||
Loading…
Reference in New Issue
Block a user