update scripts

.idea/workspace.xml

@@ -0,0 +1,34 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
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+    <option name="autoReloadType" value="SELECTIVE" />
+  </component>
+  <component name="ChangeListManager">
+    <list default="true" id="b60b8d5d-762f-4021-9ce4-054078cb27a7" name="Changes" comment="">
+      <change beforePath="$PROJECT_DIR$/src/backend/model_operations.py" beforeDir="false" afterPath="$PROJECT_DIR$/src/backend/model_operations.py" 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="PropertiesComponent"><![CDATA[{
+  "keyToString": {
+    "git-widget-placeholder": "main",
+    "node.js.selected.package.tslint": "(autodetect)"
+  }
+}]]></component>
+  <component name="TaskManager">
+    <servers />
+  </component>
+  <component name="com.intellij.coverage.CoverageDataManagerImpl">
+    <SUITE FILE_PATH="coverage/HumanLikeness$.coverage" NAME=" Coverage Results" MODIFIED="1723441364832" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="false" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$/tests" />
+    <SUITE FILE_PATH="coverage/HumanLikeness$model_operations.coverage" NAME="model_operations Coverage Results" MODIFIED="1723534770448" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="false" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$/src/backend" />
+    <SUITE FILE_PATH="coverage/HumanLikeness$app.coverage" NAME="app Coverage Results" MODIFIED="1723380005800" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="false" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
+    <SUITE FILE_PATH="coverage/HumanLikeness$main_backend.coverage" NAME="main_backend Coverage Results" MODIFIED="1723534420423" 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/HumanLikeness$evaluate_humanlike.coverage" NAME="evaluate_humanlike Coverage Results" MODIFIED="1723398170634" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="false" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$/../Library/Containers/com.tencent.xinWeChat/Data/Library/Application Support/com.tencent.xinWeChat/2.0b4.0.9/32b9ff35361847f45b1e7909fcdff84c/Message/MessageTemp/7420e97876942c1eea73293c47ebb239/OpenData" />
+    <SUITE FILE_PATH="coverage/HumanLikeness$humanlike.coverage" NAME="humanlike Coverage Results" MODIFIED="1723535841643" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="false" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="" />
+    <SUITE FILE_PATH="coverage/HumanLikeness$envs.coverage" NAME="envs Coverage Results" MODIFIED="1723400161997" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="false" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$/src" />
+    <SUITE FILE_PATH="coverage/HumanLikeness$test.coverage" NAME="test Coverage Results" MODIFIED="1723535341716" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="false" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
+  </component>
+</project>

src/backend/model_operations.py

@@ -31,6 +31,10 @@ from scipy.spatial.distance import jensenshannon
 import numpy as np
 import spacy_transformers
 
+import subprocess
+
+# Run the command to download the spaCy model
+subprocess.run(["python", "-m", "spacy", "download", "en_core_web_trf"], check=True)