Update Dockerfile

Dockerfile

@@ -1,19 +1,26 @@
-# Use the official Python image as the base image
-FROM python:3.9
+# Set working directory
+WORKDIR /app
 
-# Set the working directory in the container
-WORKDIR /code
+# Create a writable directory for the cache
+RUN mkdir -p /.cache/huggingface/hub && chmod -R 777 /.cache
 
-# Copy requirements.txt file
-COPY requirements.txt .
+# Set the TRANSFORMERS_CACHE environment variable
+ENV TRANSFORMERS_CACHE /.cache/huggingface/hub
 
-# Install the Python dependencies
-RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+# Copy the API files to the container
+COPY main.py .
+COPY gbc.pkl .
+COPY scaler.pkl .
 
-# copy all the files in the app folder
-COPY app/ .
+# Upgrade pip
+RUN /usr/local/bin/python -m pip install --upgrade pip
 
+# Install dependencies
+RUN pip install --no-cache-dir fastapi pydantic uvicorn scikit-learn joblib pandas numpy 
+
+# Expose the API port
 EXPOSE 7860
 
-# Start the FastAPI app with Uvicorn when the container starts
+# Start the API
 CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]
+#CMD ["uvicorn", "main:app", "--host", "127.0.0.1", "--port", "8000"]