Adding permisions dockerfile

Dockerfile

@@ -1,21 +1,37 @@
-# Use Python 3.9 as base image
 FROM python:3.9
 
-# Set the environment variable for Gensim data directory
-ENV GENSIM_DATA_DIR=/root/gensim-data
+# Set up a new user named "user" with user ID 1000
+RUN useradd -m -u 1000 user
 
-RUN mkdir -p /root/gensim-data
+# Switch to the "user" user
+USER user
 
-WORKDIR /code
+# Set home to the user's home directory and Gensim data directory
+ENV HOME=/home/user \
+    GENSIM_DATA_DIR=/home/user/gensim-data \
+    PATH=/home/user/.local/bin:$PATH
 
-# Copy the requirements.txt from the FastAPI folder into the working directory in the container
-COPY ./FastAPI/requirements.txt /code/requirements.txt
+# Set the working directory to the user's home directory
+WORKDIR $HOME/app
 
-RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+# Upgrade pip and install dependencies
+COPY --chown=user ./FastAPI/requirements.txt /code/requirements.txt
+RUN pip install --no-cache-dir --upgrade pip \
+    && pip install --no-cache-dir --upgrade -r /code/requirements.txt
 
+# Install additional packages
+USER root
+RUN apt update && apt install -y ffmpeg
+USER user
+
+# Copy the application code and set the owner to the user
+COPY --chown=user . $HOME/app
+
+# Copy the FastAPI app separately
 COPY ./FastAPI/app /code/app
 
+# Expose the port the app runs on
 EXPOSE 8000
 
+# Command to run the application
 CMD ["uvicorn", "app.api:app", "--host", "0.0.0.0", "--port", "8000"]
-

FastAPI/app/utils/embedding.py

@@ -2,7 +2,7 @@ import os
 import gensim.downloader as api
 
 # Ensure the environment variable is set correctly
-gensim_data_dir = os.getenv("GENSIM_DATA_DIR", "/root/gensim-data")
+# gensim_data_dir = os.getenv("GENSIM_DATA_DIR", "/root/gensim-data")
 
 # Load the GloVe model
 model = api.load("glove-wiki-gigaword-50")