use requirements

Author: diamonwiggins

.github/workflows/mlflow-ci.yml

@@ -39,6 +39,8 @@ jobs:
         uses: actions/setup-python@v4
         with:
           python-version: 3.12
+          cache: 'pip'
+          cache-dependency-path: applications/mlflow/tests/requirements.txt
 
       - name: Install Task
         uses: arduino/setup-task@v1

applications/mlflow/Taskfile.yml

@@ -895,8 +895,8 @@ tasks:
     cmds:
       - echo "Running application tests against MLflow on localhost:{{.PORT}}..."
       - |
-        echo "Installing Python dependencies for tests..."
-        pip3 install setuptools mlflow==2.11.0 pandas>=2.0.0 scikit-learn>=1.3.0 requests>=2.31.0 urllib3>=2.0.0
+        echo "Installing Python dependencies from requirements.txt..."
+        pip3 install -r {{.TESTS_DIR}}/requirements.txt
         
         echo "Running MLflow application tests"
         python {{.TESTS_DIR}}/mlflow_test.py localhost:{{.PORT}} \

applications/mlflow/tests/requirements.txt

@@ -0,0 +1,6 @@
+setuptools>=65.0.0
+mlflow==2.11.0
+pandas>=2.0.0
+scikit-learn>=1.3.0
+requests>=2.31.0
+urllib3>=2.0.0