Merge branch '4/deploy_model_api' of https://github.com/FrancoisLbrn/…

…xhec-mlops-project-student into 4/deploy_model_api

Dockerfile.app

@@ -6,8 +6,8 @@ RUN pip install --upgrade pip
 COPY requirements.txt ./
 RUN pip install -r requirements.txt
 
-# Copy the application into the /web_service folder
-COPY ./src/web_service /web_service
+# Copy all of src into the /src folder
+COPY ./src /src
 
 # Copy the run_services.sh script into the /bin folder
 COPY ./bin/run_services.sh /bin/run_services.sh

bin/run_services.sh

@@ -6,7 +6,14 @@ prefect config set PREFECT_API_URL=http://0.0.0.0:4200/api
 prefect server start --host 0.0.0.0 --port 4200 &
 
 # Navigate to the correct directory
-cd /web_service  # Make sure this path is correct
+cd /src/web_service  # Make sure this path is correct
 
 # Start FastAPI with Uvicorn on port 8001
-uvicorn main:app --host 0.0.0.0 --port 8001
+uvicorn main:app --host 0.0.0.0 --port 8001 &
+
+# Wait for Prefect server to be live before running deployment.py
+sleep 10
+
+# Run deployment.py to train model regularly in Prefect
+cd /src/modelling
+python3 deployment.py