Update Dockerfile

Dockerfile

@@ -18,12 +18,25 @@ WORKDIR /app/HeartDiseasePredictor_Model
 # Print all files in the repository for debugging
 RUN ls -R
 
+# Ensure the model folder exists and extract the zip file
+RUN if [ -d "model" ]; then \
+        echo "Model folder found."; \
+        cd model && \
+        if [ -f "RandomForest_best_model.zip" ]; then \
+            echo "RandomForest_best_model.zip found. Extracting..."; \
+            unzip RandomForest_best_model.zip; \
+        else \
+            echo "ERROR: RandomForest_best_model.zip not found in the model folder."; \
+            exit 1; \
+        fi; \
+    else \
+        echo "ERROR: Model folder not found."; \
+        exit 1; \
+    fi
+
 # Install Python dependencies
 RUN pip install --upgrade pip && \
     pip install -r requirements.txt
 
-# Extract the RandomForest_best_model.zip file in the model folder
-RUN unzip model/RandomForest_best_model.zip -d model/
-
 # Run the main script
-CMD ["python", "-m", "deployment.api.app"]
+CMD ["python", "-m", "deployment.Api.app"]