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Dockerfile

@@ -1,17 +1,24 @@
 FROM tensorflow/tensorflow:1.14.0-gpu-py3
-RUN pip install jupyter
 
-WORKDIR /data
+# Copy requirements first for efficient caching
 COPY requirements.txt ./
 
-RUN apt-get update && \
-    apt-get install -y libglib2.0-0 && \
-    apt-get install -y libgl1-mesa-glx && \
-    apt-get install -y ffmpeg && \
-    apt-get clean && \
-    rm -rf /var/lib/apt/lists/*
-RUN pip install --upgrade pip
-RUN pip install --no-cache-dir -r requirements.txt
+# Update and install system dependencies
+RUN echo 'deb [signed-by=/usr/share/keyrings/cloud-archive:ubuntu-archive-keyring.gpg] http://archive.ubuntu.com/ubuntu bionic main universe restricted' >> /etc/apt/sources.list.d/offending-repo.list \
+    && apt-get update -o Acquire::AllowInsecureRepositories=true \
+    && apt-get install -y libglib2.0-0 libgl1-mesa-glx ffmpeg \
+    && apt-get clean \
+    && rm -rf /var/lib/apt/lists/*
+
+# Upgrade pip and install python packages
+RUN pip install --upgrade pip \
+    && pip install --no-cache-dir -r requirements.txt \
+    && pip install jupyter
+
+WORKDIR /data
 EXPOSE 7860
+
+# Copy the rest of the files
 COPY . .
+
 CMD ["streamlit", "run", "app.py", "--server.port", "7860"]