Browse Source

Update project configuration and add new dependencies

- Added a new launch configuration for Flask debugging in .vscode/launch.json.
- Updated requirements.txt with new dependencies.
- Added compiled Python bytecode for PCA_Test.py in __pycache__.
- Introduced a new MSSQL connection module with methods for executing queries and fetching results.
- Implemented data retrieval functionality for historical values and model information.
master
CJL6015 1 month ago
parent
commit
2c94a74d44
  1. 6
      .idea/FlaskWebApi.iml
  2. 2
      .idea/misc.xml
  3. 275
      .idea/workspace.xml
  4. 31
      .vscode/launch.json
  5. 53
      PCA_Test.py
  6. 2
      PCA_Train.py
  7. BIN
      __pycache__/PCA_Test.cpython-310.pyc
  8. BIN
      __pycache__/PCA_Test.cpython-312.pyc
  9. BIN
      __pycache__/PCA_Test_offline.cpython-310.pyc
  10. BIN
      __pycache__/config.cpython-310.pyc
  11. BIN
      __pycache__/recon.cpython-310.pyc
  12. 276
      environment.yml
  13. BIN
      requirements.txt

6
.idea/FlaskWebApi.iml

@ -1,10 +1,10 @@
<?xml version="1.0" encoding="UTF-8"?>
<module type="PYTHON_MODULE" version="4">
<component name="NewModuleRootManager">
<content url="file:$MODULE_DIR$/../../..//$MODULE_DIR$">
<excludeFolder url="file:$MODULE_DIR$/../../..//$MODULE_DIR$/clawer" />
<content url="file:$MODULE_DIR$/../../..//C:/Users/cjl60/Documents/work/alert/model-lab">
<excludeFolder url="file:$MODULE_DIR$/../../..//C:/Users/cjl60/Documents/work/alert/model-lab/clawer" />
</content>
<orderEntry type="jdk" jdkName="Python 3.6" jdkType="Python SDK" />
<orderEntry type="jdk" jdkName="python3.10" jdkType="Python SDK" />
<orderEntry type="sourceFolder" forTests="false" />
</component>
<component name="PackageRequirementsSettings">

2
.idea/misc.xml

@ -1,6 +1,6 @@
<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="ProjectRootManager" version="2" project-jdk-name="Python 3.6" project-jdk-type="Python SDK" />
<component name="ProjectRootManager" version="2" project-jdk-name="python3.10" project-jdk-type="Python SDK" />
<component name="PyCharmProfessionalAdvertiser">
<option name="shown" value="true" />
</component>

275
.idea/workspace.xml

@ -1,16 +1,24 @@
<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="AutoImportSettings">
<option name="autoReloadType" value="SELECTIVE" />
</component>
<component name="ChangeListManager">
<list default="true" id="01f2c793-fd4e-48a4-8a46-398afce1d721" name="Default" comment="" />
<option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
<list default="true" id="01f2c793-fd4e-48a4-8a46-398afce1d721" name="Default" comment="">
<change afterPath="$PROJECT_DIR$/.idea/vcs.xml" afterDir="false" />
<change beforePath="$PROJECT_DIR$/.idea/FlaskWebApi.iml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/FlaskWebApi.iml" afterDir="false" />
<change beforePath="$PROJECT_DIR$/.idea/misc.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/misc.xml" afterDir="false" />
<change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
<change beforePath="$PROJECT_DIR$/PCA_Test.py" beforeDir="false" afterPath="$PROJECT_DIR$/PCA_Test.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/PCA_Train.py" beforeDir="false" afterPath="$PROJECT_DIR$/PCA_Train.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/environment.yml" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/requirements.txt" beforeDir="false" afterPath="$PROJECT_DIR$/requirements.txt" afterDir="false" />
</list>
<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="FavoritesManager">
<favorites_list name="FlaskWebApi" />
</component>
<component name="FileTemplateManagerImpl">
<option name="RECENT_TEMPLATES">
<list>
@ -18,6 +26,12 @@
</list>
</option>
</component>
<component name="Git.Settings">
<option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
</component>
<component name="ProjectColorInfo"><![CDATA[{
"associatedIndex": 2
}]]></component>
<component name="ProjectId" id="1b5BbYSWUA3yaU618uWBsmgh0DZ" />
<component name="ProjectInspectionProfilesVisibleTreeState">
<entry key="Project Default">
@ -35,12 +49,27 @@
</profile-state>
</entry>
</component>
<component name="PropertiesComponent">
<property name="SearchEverywhereHistoryKey" value="&#9;FILE&#9;file://D:/FlaskWebApi/pcamtcltest.py" />
<property name="last_opened_file_path" value="$PROJECT_DIR$" />
<property name="restartRequiresConfirmation" value="false" />
<property name="settings.editor.selected.configurable" value="com.jetbrains.python.configuration.PyActiveSdkModuleConfigurable" />
<component name="ProjectViewState">
<option name="hideEmptyMiddlePackages" value="true" />
<option name="showLibraryContents" value="true" />
</component>
<component name="PropertiesComponent"><![CDATA[{
"keyToString": {
"Python.app.executor": "Debug",
"RunOnceActivity.ShowReadmeOnStart": "true",
"RunOnceActivity.git.unshallow": "true",
"SHARE_PROJECT_CONFIGURATION_FILES": "true",
"git-widget-placeholder": "master",
"last_opened_file_path": "C:/Users/cjl60/Documents/work/alert/model-lab",
"node.js.detected.package.eslint": "true",
"node.js.detected.package.tslint": "true",
"node.js.selected.package.eslint": "(autodetect)",
"node.js.selected.package.tslint": "(autodetect)",
"nodejs_package_manager_path": "npm",
"settings.editor.selected.configurable": "com.jetbrains.python.configuration.PyActiveSdkModuleConfigurable",
"vue.rearranger.settings.migration": "true"
}
}]]></component>
<component name="PyConsoleOptionsProvider">
<option name="myPythonConsoleState">
<console-settings module-name="FlaskWebApi" is-module-sdk="true">
@ -49,84 +78,10 @@
</console-settings>
</option>
</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.web">
<configuration name="AANN_Fit" type="PythonConfigurationType" factoryName="Python" temporary="true">
<module name="FlaskWebApi" />
<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="false" />
<option name="ADD_CONTENT_ROOTS" value="true" />
<option name="ADD_SOURCE_ROOTS" value="true" />
<option name="SCRIPT_NAME" value="$PROJECT_DIR$/AANN_Fit.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="AANN_Train" type="PythonConfigurationType" factoryName="Python" temporary="true">
<module name="FlaskWebApi" />
<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="false" />
<option name="ADD_CONTENT_ROOTS" value="true" />
<option name="ADD_SOURCE_ROOTS" value="true" />
<option name="SCRIPT_NAME" value="$PROJECT_DIR$/AANN_Train.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="ANN_Train_offline" type="PythonConfigurationType" factoryName="Python" temporary="true">
<module name="FlaskWebApi" />
<option name="INTERPRETER_OPTIONS" value="" />
<option name="PARENT_ENVS" value="true" />
<envs>
<env name="PYTHONUNBUFFERED" value="1" />
</envs>
<option name="SDK_HOME" value="C:\ProgramData\Anaconda3\python.exe" />
<option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
<option name="IS_MODULE_SDK" value="false" />
<option name="ADD_CONTENT_ROOTS" value="true" />
<option name="ADD_SOURCE_ROOTS" value="true" />
<option name="SCRIPT_NAME" value="$PROJECT_DIR$/ANN_Train_offline.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="Unnamed (1)" type="PythonConfigurationType" factoryName="Python">
<component name="RunManager">
<configuration name="app" type="PythonConfigurationType" factoryName="Python">
<module name="FlaskWebApi" />
<option name="ENV_FILES" value="" />
<option name="INTERPRETER_OPTIONS" value="" />
<option name="PARENT_ENVS" value="true" />
<envs>
@ -134,73 +89,11 @@
</envs>
<option name="SDK_HOME" value="C:\ProgramData\Anaconda3\python.exe" />
<option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
<option name="IS_MODULE_SDK" value="false" />
<option name="ADD_CONTENT_ROOTS" value="true" />
<option name="ADD_SOURCE_ROOTS" value="true" />
<option name="SCRIPT_NAME" value="$PROJECT_DIR$/ANN_Test_offline.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="Unnamed" type="PythonConfigurationType" factoryName="Python">
<module name="FlaskWebApi" />
<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="" />
<option name="IS_MODULE_SDK" value="true" />
<option name="ADD_CONTENT_ROOTS" value="true" />
<option name="ADD_SOURCE_ROOTS" value="true" />
<option name="SCRIPT_NAME" value="" />
<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="pca_test_by_rb_plot" type="PythonConfigurationType" factoryName="Python" temporary="true">
<module name="FlaskWebApi" />
<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="false" />
<option name="ADD_CONTENT_ROOTS" value="true" />
<option name="ADD_SOURCE_ROOTS" value="true" />
<option name="SCRIPT_NAME" value="$PROJECT_DIR$/pca_test_by_rb_plot.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="web" type="PythonConfigurationType" factoryName="Python" temporary="true">
<module name="FlaskWebApi" />
<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="false" />
<option name="ADD_CONTENT_ROOTS" value="true" />
<option name="ADD_SOURCE_ROOTS" value="true" />
<option name="SCRIPT_NAME" value="$PROJECT_DIR$/web.py" />
<EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
<option name="SCRIPT_NAME" value="$PROJECT_DIR$/app.py" />
<option name="PARAMETERS" value="" />
<option name="SHOW_COMMAND_LINE" value="false" />
<option name="EMULATE_TERMINAL" value="false" />
@ -209,25 +102,16 @@
<option name="INPUT_FILE" value="" />
<method v="2" />
</configuration>
<list>
<item itemvalue="Python.Unnamed (1)" />
<item itemvalue="Python.Unnamed" />
<item itemvalue="Python.ANN_Train_offline" />
<item itemvalue="Python.AANN_Fit" />
<item itemvalue="Python.pca_test_by_rb_plot" />
<item itemvalue="Python.web" />
<item itemvalue="Python.AANN_Train" />
</list>
<recent_temporary>
<list>
<item itemvalue="Python.web" />
<item itemvalue="Python.ANN_Train_offline" />
<item itemvalue="Python.AANN_Train" />
<item itemvalue="Python.AANN_Fit" />
<item itemvalue="Python.pca_test_by_rb_plot" />
</list>
</recent_temporary>
</component>
<component name="SharedIndexes">
<attachedChunks>
<set>
<option value="bundled-js-predefined-d6986cc7102b-deb605915726-JavaScript-PY-243.22562.180" />
<option value="bundled-python-sdk-85c76a3b01b3-9a18a617cbe4-com.jetbrains.pycharm.pro.sharedIndexes.bundled-PY-243.22562.180" />
</set>
</attachedChunks>
</component>
<component name="SpellCheckerSettings" RuntimeDictionaries="0" Folders="0" CustomDictionaries="0" DefaultDictionary="application-level" UseSingleDictionary="true" transferred="true" />
<component name="SvnConfiguration">
<configuration>C:\Users\Administrator\AppData\Roaming\Subversion</configuration>
</component>
@ -238,6 +122,7 @@
<option name="number" value="Default" />
<option name="presentableId" value="Default" />
<updated>1568983181226</updated>
<workItem from="1764383006335" duration="3894000" />
</task>
<servers />
</component>
@ -273,6 +158,9 @@
<configuration name="py.test in ANN_Test_offline.py" configurationId="tests" />
</history-entry>
</component>
<component name="TypeScriptGeneratedFilesManager">
<option name="version" value="3" />
</component>
<component name="XDebuggerManager">
<breakpoint-manager>
<breakpoints>
@ -657,7 +545,7 @@
<option name="timeStamp" value="1099" />
</line-breakpoint>
<line-breakpoint enabled="true" suspend="THREAD" type="python-line">
<url>file://C:/D盘/Flaskwebapi/recon.py</url>
<url>file://$PROJECT_DIR$/../../../../../../D盘/Flaskwebapi/recon.py</url>
<line>35</line>
<option name="timeStamp" value="1108" />
</line-breakpoint>
@ -731,11 +619,6 @@
<line>260</line>
<option name="timeStamp" value="1398" />
</line-breakpoint>
<line-breakpoint enabled="true" suspend="THREAD" type="python-line">
<url>file://$PROJECT_DIR$/PCA_Train.py</url>
<line>259</line>
<option name="timeStamp" value="1405" />
</line-breakpoint>
<line-breakpoint enabled="true" suspend="THREAD" type="python-line">
<url>file://$PROJECT_DIR$/AANN_Train.py</url>
<line>88</line>
@ -880,14 +763,9 @@
<line>291</line>
<option name="timeStamp" value="1503" />
</line-breakpoint>
<line-breakpoint enabled="true" suspend="THREAD" type="python-line">
<url>file://$PROJECT_DIR$/PCA_Train.py</url>
<line>255</line>
<option name="timeStamp" value="1504" />
</line-breakpoint>
<line-breakpoint enabled="true" suspend="THREAD" type="python-line">
<url>file://$PROJECT_DIR$/PCA_Test.py</url>
<line>271</line>
<line>314</line>
<option name="timeStamp" value="1507" />
</line-breakpoint>
<line-breakpoint enabled="true" suspend="THREAD" type="python-line">
@ -907,14 +785,9 @@
</line-breakpoint>
<line-breakpoint enabled="true" suspend="THREAD" type="python-line">
<url>file://$PROJECT_DIR$/PCA_Test.py</url>
<line>259</line>
<line>302</line>
<option name="timeStamp" value="1522" />
</line-breakpoint>
<line-breakpoint enabled="true" suspend="THREAD" type="python-line">
<url>file://$PROJECT_DIR$/PCA_Test.py</url>
<line>222</line>
<option name="timeStamp" value="1523" />
</line-breakpoint>
<line-breakpoint enabled="true" suspend="THREAD" type="python-line">
<url>file://$PROJECT_DIR$/ASSESS.py</url>
<line>306</line>
@ -985,6 +858,31 @@
<line>151</line>
<option name="timeStamp" value="1585" />
</line-breakpoint>
<line-breakpoint enabled="true" suspend="THREAD" type="python-line">
<url>file://$PROJECT_DIR$/PCA_Train.py</url>
<line>281</line>
<option name="timeStamp" value="1586" />
</line-breakpoint>
<line-breakpoint enabled="true" suspend="THREAD" type="python-line">
<url>file://$PROJECT_DIR$/PCA_Train.py</url>
<line>257</line>
<option name="timeStamp" value="1587" />
</line-breakpoint>
<line-breakpoint enabled="true" suspend="THREAD" type="python-line">
<url>file://$PROJECT_DIR$/PCA_Test.py</url>
<line>196</line>
<option name="timeStamp" value="1596" />
</line-breakpoint>
<line-breakpoint enabled="true" suspend="THREAD" type="python-line">
<url>file://$PROJECT_DIR$/PCA_Test.py</url>
<line>270</line>
<option name="timeStamp" value="1599" />
</line-breakpoint>
<line-breakpoint enabled="true" suspend="THREAD" type="python-line">
<url>file://$PROJECT_DIR$/PCA_Test.py</url>
<line>268</line>
<option name="timeStamp" value="1600" />
</line-breakpoint>
</breakpoints>
<default-breakpoints>
<breakpoint type="python-exception">
@ -995,4 +893,7 @@
</default-breakpoints>
</breakpoint-manager>
</component>
<component name="com.intellij.coverage.CoverageDataManagerImpl">
<SUITE FILE_PATH="coverage/model_lab$app.coverage" NAME="app Coverage Results" MODIFIED="1764386712559" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="false" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
</component>
</project>

31
.vscode/launch.json

@ -0,0 +1,31 @@
{
// Use IntelliSense to learn about possible attributes.
// Hover to view descriptions of existing attributes.
// For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
"version": "0.2.0",
"configurations": [
{
"name": "Python Debugger: Flask",
"type": "debugpy",
"request": "launch",
"module": "flask",
"env": { "FLASK_APP": "app.py", "FLASK_DEBUG": "1" },
"args": ["run", "--no-debugger", "--no-reload"],
"jinja": true,
"autoStartBrowser": false
},
{
"name": "Python Debugger: Flask",
"type": "debugpy",
"request": "launch",
"module": "flask",
"env": {
"FLASK_APP": "app.py",
"FLASK_DEBUG": "1"
},
"args": ["run", "--no-debugger", "--no-reload"],
"jinja": true,
"autoStartBrowser": false
}
]
}

53
PCA_Test.py

@ -7,7 +7,7 @@ PCA source code
import numpy as np
import json
import pymssql
import pymysql
import requests
import config
@ -144,15 +144,58 @@ class MSSQL:
self.conn.commit()
self.conn.close()
class MySQL:
def __init__(self, host, user, pwd, database):
self.host = host
self.user = user
self.pwd = pwd
self.db = database
def __GetConnect(self):
"""建立 MySQL 连接并返回 cursor"""
if not self.db:
raise NameError("没有设置数据库信息")
self.conn = pymysql.connect(
host=self.host,
port=config._PORT, # MySQL 端口,例:3306
user=self.user,
password=self.pwd,
database=self.db,
charset="utf8mb4",
cursorclass=pymysql.cursors.Cursor
)
cur = self.conn.cursor()
if not cur:
raise NameError("连接数据库失败")
return cur
def ExecQuery(self, sql):
"""执行查询语句并返回结果 list(tuple)"""
cur = self.__GetConnect()
cur.execute(sql)
resList = cur.fetchall()
self.conn.close()
return resList
def ExecNonQuery(self, sql):
"""执行非查询语句"""
cur = self.__GetConnect()
cur.execute(sql)
self.conn.commit()
self.conn.close()
def get_model_by_ID(model_id, version="v-test"):
ms = MSSQL(host=config._SQL_IP, user="root", pwd="123456", database="alert")
resList = ms.ExecQuery(f"SELECT Model_info FROM model_cfg where model_id={model_id}")
ms = MySQL(host=config._SQL_IP, user="root", pwd="powerSIS#123", database="alert")
resList = ms.ExecQuery(f"SELECT Model_info FROM model_cfg where id={model_id}")
return json.loads(resList[0][0])
def get_model_by_id_and_version(model_id, version):
ms = MSSQL(host=config._SQL_IP, user="root", pwd="123456", database="alert")
resList = ms.ExecQuery(f"SELECT Model_info FROM model_version where model_id={model_id} and version='{version}'")
ms = MySQL(host=config._SQL_IP, user="root", pwd="powerSIS#123", database="alert")
resList = ms.ExecQuery(f"SELECT Model_info FROM model_version where id={model_id} and version='{version}'")
return json.loads(resList[0][0])
def pca(model, Data_origin):

2
PCA_Train.py

@ -252,7 +252,7 @@ def clearmain(info):
Eachsampletime["TerminalTime"] = timess[1]
SamplingTimePeriods.append(Eachsampletime)
Constraint = Constraint.replace("\n", " ")
url = f"http://{config._CLEAN_IP}/exawebapi/exatime/GetCleaningData?ItemsInfo=%s&SamplingTimePeriods=%s&Constraint=%s&SamplingPeriod=%s&DCount=%d" % (
url = f"http://{config._CLEAN_IP}/api/exawebapi/exatime/GetCleaningData?ItemsInfo=%s&SamplingTimePeriods=%s&Constraint=%s&SamplingPeriod=%s&DCount=%d" % (
ItemsInfo, SamplingTimePeriods, Constraint, interval, DCount)
response = requests.get(url)
content = json.loads(response.text)

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environment.yml

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name: C:\ProgramData\Anaconda3
channels:
- file:///C:/Users/Administrator/Downloads
- defaults
dependencies:
- _ipyw_jlab_nb_ext_conf=0.1.0=py36he6757f0_0
- alabaster=0.7.10=py36hcd07829_0
- anaconda=5.0.1=py36h8316230_2
- anaconda-client=1.6.5=py36hd36550c_0
- anaconda-navigator=1.6.9=py36hc720852_0
- anaconda-project=0.8.0=py36h8b3bf89_0
- asn1crypto=0.22.0=py36h8e79faa_1
- astroid=1.5.3=py36h9d85297_0
- astropy=2.0.2=py36h06391c4_4
- babel=2.5.0=py36h35444c1_0
- backports=1.0=py36h81696a8_1
- backports.shutil_get_terminal_size=1.0.0=py36h79ab834_2
- beautifulsoup4=4.6.0=py36hd4cc5e8_1
- bitarray=0.8.1=py36h6af124b_0
- bkcharts=0.2=py36h7e685f7_0
- blaze=0.11.3=py36h8a29ca5_0
- bleach=2.0.0=py36h0a7e3d6_0
- bokeh=0.12.10=py36h0be3b39_0
- boto=2.48.0=py36h1a776d2_1
- bottleneck=1.2.1=py36hd119dfa_0
- bzip2=1.0.6=vc14hdec8e7a_1
- ca-certificates=2017.08.26=h94faf87_0
- cachecontrol=0.12.3=py36hfe50d7b_0
- certifi=2017.7.27.1=py36h043bc9e_0
- cffi=1.10.0=py36hae3d1b5_1
- chardet=3.0.4=py36h420ce6e_1
- click=6.7=py36hec8c647_0
- cloudpickle=0.4.0=py36h639d8dc_0
- clyent=1.2.2=py36hb10d595_1
- colorama=0.3.9=py36h029ae33_0
- comtypes=1.1.2=py36heb9b3d1_0
- conda=4.3.30=py36h7e176b0_0
- conda-build=3.0.27=py36h309a530_0
- conda-env=2.6.0=h36134e3_1
- conda-verify=2.0.0=py36h065de53_0
- console_shortcut=0.1.1=h6bb2dd7_3
- contextlib2=0.5.5=py36he5d52c0_0
- cryptography=2.0.3=py36h123decb_1
- curl=7.55.1=vc14hdaba4a4_3
- cycler=0.10.0=py36h009560c_0
- cython=0.26.1=py36h18049ac_0
- cytoolz=0.8.2=py36h547e66e_0
- dask=0.15.3=py36h396fcb9_0
- dask-core=0.15.3=py36hd651449_0
- datashape=0.5.4=py36h5770b85_0
- decorator=4.1.2=py36he63a57b_0
- distlib=0.2.5=py36h51371be_0
- distributed=1.19.1=py36h8504682_0
- docutils=0.14=py36h6012d8f_0
- entrypoints=0.2.3=py36hfd66bb0_2
- et_xmlfile=1.0.1=py36h3d2d736_0
- fastcache=1.0.2=py36hffdae1b_0
- filelock=2.0.12=py36hd7ddd41_0
- flask=0.12.2=py36h98b5e8f_0
- flask-cors=3.0.3=py36h8a3855d_0
- freetype=2.8=vc14h17c9bdf_0
- get_terminal_size=1.0.0=h38e98db_0
- gevent=1.2.2=py36h342a76c_0
- glob2=0.5=py36h11cc1bd_1
- greenlet=0.4.12=py36ha00ad21_0
- h5py=2.7.0=py36hfbe0a52_1
- hdf5=1.10.1=vc14hb361328_0
- heapdict=1.0.0=py36h21fa5f4_0
- html5lib=0.999999999=py36ha09b1f3_0
- icc_rt=2017.0.4=h97af966_0
- icu=58.2=vc14hc45fdbb_0
- idna=2.6=py36h148d497_1
- imageio=2.2.0=py36had6c2d2_0
- imagesize=0.7.1=py36he29f638_0
- intel-openmp=2018.0.0=hcd89f80_7
- ipykernel=4.6.1=py36hbb77b34_0
- ipython=6.1.0=py36h236ecc8_1
- ipython_genutils=0.2.0=py36h3c5d0ee_0
- ipywidgets=7.0.0=py36h2e74ada_0
- isort=4.2.15=py36h6198cc5_0
- itsdangerous=0.24=py36hb6c5a24_1
- jdcal=1.3=py36h64a5255_0
- jedi=0.10.2=py36hed927a0_0
- jinja2=2.9.6=py36h10aa3a0_1
- jpeg=9b=vc14h4d7706e_1
- jsonschema=2.6.0=py36h7636477_0
- jupyter=1.0.0=py36h422fd7e_2
- jupyter_client=5.1.0=py36h9902a9a_0
- jupyter_console=5.2.0=py36h6d89b47_1
- jupyter_core=4.3.0=py36h511e818_0
- jupyterlab=0.27.0=py36h34cc53b_2
- jupyterlab_launcher=0.4.0=py36h22c3ccf_0
- lazy-object-proxy=1.3.1=py36hd1c21d2_0
- libiconv=1.15=vc14h29686d3_5
- libpng=1.6.32=vc14h5163883_3
- libssh2=1.8.0=vc14hcf584a9_2
- libtiff=4.0.8=vc14h04e2a1e_10
- libxml2=2.9.4=vc14h8fd0f11_5
- libxslt=1.1.29=vc14hf85b8d4_5
- llvmlite=0.20.0=py36_0
- locket=0.2.0=py36hfed976d_1
- lockfile=0.12.2=py36h0468280_0
- lxml=4.1.0=py36h0dcd83c_0
- lzo=2.10=vc14h0a64fa6_1
- markupsafe=1.0=py36h0e26971_1
- matplotlib=2.1.0=py36h11b4b9c_0
- mccabe=0.6.1=py36hb41005a_1
- menuinst=1.4.10=py36h42196fb_0
- mistune=0.7.4=py36h4874169_0
- mkl=2018.0.0=h36b65af_4
- mkl-service=1.1.2=py36h57e144c_4
- mpmath=0.19=py36he326802_2
- msgpack-python=0.4.8=py36h58b1e9d_0
- multipledispatch=0.4.9=py36he44c36e_0
- navigator-updater=0.1.0=py36h8a7b86b_0
- nbconvert=5.3.1=py36h8dc0fde_0
- nbformat=4.4.0=py36h3a5bc1b_0
- networkx=2.0=py36hff991e3_0
- nltk=3.2.4=py36hd0e0a39_0
- nose=1.3.7=py36h1c3779e_2
- notebook=5.0.0=py36hd9fbf6f_2
- numba=0.35.0=np113py36_10
- numexpr=2.6.2=py36h7ca04dc_1
- numpy=1.13.3=py36ha320f96_0
- numpydoc=0.7.0=py36ha25429e_0
- odo=0.5.1=py36h7560279_0
- olefile=0.44=py36h0a7bdd2_0
- openpyxl=2.4.8=py36hf3b77f6_1
- openssl=1.0.2l=vc14hcac20b0_2
- packaging=16.8=py36ha0986f6_1
- pandas=0.20.3=py36hce827b7_2
- pandoc=1.19.2.1=hb2460c7_1
- pandocfilters=1.4.2=py36h3ef6317_1
- partd=0.3.8=py36hc8e763b_0
- path.py=10.3.1=py36h3dd8b46_0
- pathlib2=2.3.0=py36h7bfb78b_0
- patsy=0.4.1=py36h42cefec_0
- pep8=1.7.0=py36h0f3d67a_0
- pickleshare=0.7.4=py36h9de030f_0
- pillow=4.2.1=py36hdb25ab2_0
- pip=9.0.1=py36hadba87b_3
- pkginfo=1.4.1=py36hb0f9cfa_1
- ply=3.10=py36h1211beb_0
- progress=1.3=py36hbeca8d3_0
- prompt_toolkit=1.0.15=py36h60b8f86_0
- psutil=5.4.0=py36h4e662fb_0
- py=1.4.34=py36ha4aca3a_1
- pycodestyle=2.3.1=py36h7cc55cd_0
- pycosat=0.6.2=py36hf17546d_1
- pycparser=2.18=py36hd053e01_1
- pycrypto=2.6.1=py36he68e6e2_1
- pycurl=7.43.0=py36h086bf4c_3
- pyflakes=1.6.0=py36h0b975d6_0
- pygments=2.2.0=py36hb010967_0
- pylint=1.7.4=py36ha4e6ded_0
- pyodbc=4.0.17=py36h0006bc2_0
- pyopenssl=17.2.0=py36h15ca2fc_0
- pyparsing=2.2.0=py36h785a196_1
- pyqt=5.6.0=py36hb5ed885_5
- pysocks=1.6.7=py36h698d350_1
- pytables=3.4.2=py36h71138e3_2
- pytest=3.2.1=py36h753b05e_1
- python=3.6.3=h9e2ca53_1
- python-dateutil=2.6.1=py36h509ddcb_1
- pytz=2017.2=py36h05d413f_1
- pywavelets=0.5.2=py36hc649158_0
- pywin32=221=py36h9c10281_0
- pyyaml=3.12=py36h1d1928f_1
- pyzmq=16.0.2=py36h38c27d9_2
- qt=5.6.2=vc14h6f8c307_12
- qtawesome=0.4.4=py36h5aa48f6_0
- qtconsole=4.3.1=py36h99a29a9_0
- qtpy=1.3.1=py36hb8717c5_0
- requests=2.18.4=py36h4371aae_1
- rope=0.10.5=py36hcaf5641_0
- ruamel_yaml=0.11.14=py36h9b16331_2
- scikit-image=0.13.0=py36h6dffa3f_1
- scikit-learn=0.19.1=py36h53aea1b_0
- scipy=0.19.1=py36h7565378_3
- seaborn=0.8.0=py36h62cb67c_0
- setuptools=36.5.0=py36h65f9e6e_0
- simplegeneric=0.8.1=py36heab741f_0
- singledispatch=3.4.0.3=py36h17d0c80_0
- sip=4.18.1=py36h9c25514_2
- six=1.11.0=py36h4db2310_1
- snowballstemmer=1.2.1=py36h763602f_0
- sortedcollections=0.5.3=py36hbefa0ab_0
- sortedcontainers=1.5.7=py36ha90ac20_0
- sphinx=1.6.3=py36h9bb690b_0
- sphinxcontrib=1.0=py36hbbac3d2_1
- sphinxcontrib-websupport=1.0.1=py36hb5e5916_1
- spyder=3.2.4=py36h8845eaa_0
- sqlalchemy=1.1.13=py36h5948d12_0
- sqlite=3.20.1=vc14h7ce8c62_1
- statsmodels=0.8.0=py36h6189b4c_0
- sympy=1.1.1=py36h96708e0_0
- tblib=1.3.2=py36h30f5020_0
- testpath=0.3.1=py36h2698cfe_0
- tk=8.6.7=vc14hb68737d_1
- toolz=0.8.2=py36he152a52_0
- tornado=4.5.2=py36h57f6048_0
- traitlets=4.3.2=py36h096827d_0
- typing=3.6.2=py36hb035bda_0
- unicodecsv=0.14.1=py36h6450c06_0
- urllib3=1.22=py36h276f60a_0
- vc=14=h2379b0c_2
- vs2015_runtime=14.0.25123=hd4c4e62_2
- wcwidth=0.1.7=py36h3d5aa90_0
- webencodings=0.5.1=py36h67c50ae_1
- werkzeug=0.12.2=py36h866a736_0
- wheel=0.29.0=py36h6ce6cde_1
- widgetsnbextension=3.0.2=py36h364476f_1
- win_inet_pton=1.0.1=py36he67d7fd_1
- win_unicode_console=0.5=py36hcdbd4b5_0
- wincertstore=0.2=py36h7fe50ca_0
- wrapt=1.10.11=py36he5f5981_0
- xlrd=1.1.0=py36h1cb58dc_1
- xlsxwriter=1.0.2=py36hf723b7d_0
- xlwings=0.11.4=py36hd3cf94d_0
- xlwt=1.3.0=py36h1a4751e_0
- yaml=0.1.7=vc14hb31d195_1
- zict=0.1.3=py36h2d8e73e_0
- zlib=1.2.11=vc14h1cdd9ab_1
- pytorch=1.6.0=py3.6_cpu_0
- pip:
- absl-py==0.9.0
- altgraph==0.17
- astor==0.8.1
- backports.shutil-get-terminal-size==1.0.0
- coolprop==6.4.1
- docopt==0.6.2
- et-xmlfile==1.0.1
- future==0.18.2
- gast==0.3.3
- google-pasta==0.2.0
- grpcio==1.30.0
- imbalanced-learn==0.7.0
- imblearn==0.0
- importlib-metadata==1.7.0
- ipython-genutils==0.2.0
- jenkspy==0.1.5
- joblib==0.16.0
- jupyter-client==5.1.0
- jupyter-console==5.2.0
- jupyter-core==4.3.0
- jupyterlab-launcher==0.4.0
- keras==2.4.3
- keras-applications==1.0.8
- keras-preprocessing==1.1.2
- markdown==3.2.2
- mdp==3.6
- model-performance==0.0.2
- pefile==2019.4.18
- pipreqs==0.4.11
- prompt-toolkit==1.0.15
- protobuf==3.12.4
- pyexecjs==1.5.1
- pyinstaller==4.2
- pyinstaller-hooks-contrib==2020.11
- pymssql==2.1.4
- pywin32-ctypes==0.2.0
- ruamel-yaml==0.11.14
- smote==0.1
- tables==3.4.2
- tensorboard==1.14.0
- tensorflow==1.14.0
- tensorflow-estimator==1.14.0
- termcolor==1.1.0
- threadpoolctl==2.1.0
- torch==1.6.0
- win-inet-pton==1.0.1
- win-unicode-console==0.5
- yarg==0.1.9
- zipp==3.1.0
prefix: C:\ProgramData\Anaconda3

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requirements.txt

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