diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index b237f1e..edc442a 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -5,14 +5,8 @@
   </component>
   <component name="ChangeListManager">
     <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" />
@@ -29,9 +23,9 @@
   <component name="Git.Settings">
     <option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
   </component>
-  <component name="ProjectColorInfo"><![CDATA[{
-  "associatedIndex": 2
-}]]></component>
+  <component name="ProjectColorInfo">{
+  &quot;associatedIndex&quot;: 2
+}</component>
   <component name="ProjectId" id="1b5BbYSWUA3yaU618uWBsmgh0DZ" />
   <component name="ProjectInspectionProfilesVisibleTreeState">
     <entry key="Project Default">
@@ -53,23 +47,23 @@
     <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 name="PropertiesComponent">{
+  &quot;keyToString&quot;: {
+    &quot;Python.app.executor&quot;: &quot;Debug&quot;,
+    &quot;RunOnceActivity.ShowReadmeOnStart&quot;: &quot;true&quot;,
+    &quot;RunOnceActivity.git.unshallow&quot;: &quot;true&quot;,
+    &quot;SHARE_PROJECT_CONFIGURATION_FILES&quot;: &quot;true&quot;,
+    &quot;git-widget-placeholder&quot;: &quot;master&quot;,
+    &quot;last_opened_file_path&quot;: &quot;C:/Users/cjl60/Documents/work/alert/model-lab&quot;,
+    &quot;node.js.detected.package.eslint&quot;: &quot;true&quot;,
+    &quot;node.js.detected.package.tslint&quot;: &quot;true&quot;,
+    &quot;node.js.selected.package.eslint&quot;: &quot;(autodetect)&quot;,
+    &quot;node.js.selected.package.tslint&quot;: &quot;(autodetect)&quot;,
+    &quot;nodejs_package_manager_path&quot;: &quot;npm&quot;,
+    &quot;settings.editor.selected.configurable&quot;: &quot;com.jetbrains.python.configuration.PyActiveSdkModuleConfigurable&quot;,
+    &quot;vue.rearranger.settings.migration&quot;: &quot;true&quot;
   }
-}]]></component>
+}</component>
   <component name="PyConsoleOptionsProvider">
     <option name="myPythonConsoleState">
       <console-settings module-name="FlaskWebApi" is-module-sdk="true">
@@ -122,7 +116,8 @@
       <option name="number" value="Default" />
       <option name="presentableId" value="Default" />
       <updated>1568983181226</updated>
-      <workItem from="1764383006335" duration="3894000" />
+      <workItem from="1764383006335" duration="4596000" />
+      <workItem from="1764495636622" duration="173000" />
     </task>
     <servers />
   </component>
@@ -870,18 +865,18 @@
         </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>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>270</line>
-          <option name="timeStamp" value="1599" />
+          <line>290</line>
+          <option name="timeStamp" value="1601" />
         </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>198</line>
+          <option name="timeStamp" value="1602" />
         </line-breakpoint>
       </breakpoints>
       <default-breakpoints>
@@ -894,6 +889,6 @@
     </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$" />
+    <SUITE FILE_PATH="coverage/model_lab$app.coverage" NAME="app Coverage Results" MODIFIED="1764495685697" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="false" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
   </component>
 </project>
\ No newline at end of file
diff --git a/PCA_Test.py b/PCA_Test.py
index fde9b82..e33f4e0 100644
--- a/PCA_Test.py
+++ b/PCA_Test.py
@@ -195,7 +195,7 @@ def get_model_by_ID(model_id, version="v-test"):
 
 def get_model_by_id_and_version(model_id, 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}'")
+    resList = ms.ExecQuery(f"SELECT Model_info FROM model_version where model_id={model_id} and version='{version}'")
     return json.loads(resList[0][0])
 
 def pca(model, Data_origin):