updated docker file

.ipynb_checkpoints/Dockerfile-checkpoint

@@ -0,0 +1,33 @@
+# Use an official Python runtime as a parent image
+FROM python:3.9-slim
+
+# Set the working directory in the container
+WORKDIR /app
+
+# Copy the requirements file
+COPY requirements.txt .
+
+# Install any needed packages specified in requirements.txt
+RUN pip install --upgrade pip
+
+RUN pip install --no-cache-dir -r requirements.txt
+
+RUN pip install --no-cache-dir torch transformers
+
+# Install supervisor to manage multiple processes
+RUN apt-get update && apt-get install -y supervisor \
+    && apt-get clean && rm -rf /var/lib/apt/lists/*
+
+# Copy the application code
+COPY . .
+
+# Expose the necessary ports
+EXPOSE 8501 8502
+
+# Create a supervisor configuration file
+RUN mkdir -p /etc/supervisor/conf.d/
+
+COPY supervisord.conf /etc/supervisor/conf.d/supervisord.conf
+
+# Command to start supervisor
+CMD ["/usr/bin/supervisord", "-c", "/etc/supervisor/conf.d/supervisord.conf"]

Dockerfile

@@ -21,6 +21,8 @@ RUN apt-get update && apt-get install -y supervisor \
 # Copy the application code
 COPY . .
 
+RUN chmod +x /app/start.sh
+
 # Expose the necessary ports
 EXPOSE 8501 8502
 
@@ -30,4 +32,5 @@ RUN mkdir -p /etc/supervisor/conf.d/
 COPY supervisord.conf /etc/supervisor/conf.d/supervisord.conf
 
 # Command to start supervisor
-CMD ["/usr/bin/supervisord", "-c", "/etc/supervisor/conf.d/supervisord.conf"]
+# CMD ["/usr/bin/supervisord", "-c", "/etc/supervisor/conf.d/supervisord.conf"]
+CMD ["/app/start.sh"]

start.sh

@@ -0,0 +1,7 @@
+#!/bin/bash
+
+# Start FastAPI
+uvicorn app:app --host 0.0.0.0 --port 8501 &
+
+# Start Streamlit
+streamlit run streamlit_app.py --server.port=8502 --server.address=0.0.0.0