Dockerfile

FROM ubuntu:20.04
FROM tensorflow/tensorflow:2.15.0
# Set environment variables to avoid interactive prompts during package installation
ENV DEBIAN_FRONTEND=noninteractive

# Install dependencies
RUN apt-get update && \
    apt-get install -y software-properties-common && \
    add-apt-repository ppa:openjdk-r/ppa && \
    apt-get update && \
    apt-get install -y openjdk-11-jdk curl && \
    rm -rf /var/lib/apt/lists/*

# Set JAVA_HOME environment variable
ENV JAVA_HOME /usr/lib/jvm/java-11-openjdk-amd64
ENV PATH $JAVA_HOME/bin:$PATH

# Install Python
RUN apt-get update && \
    apt-get install -y python3 python3-pip && \
    rm -rf /var/lib/apt/lists/*

# Set the working directory
WORKDIR /app

# Copy the requirements file and install Python dependencies
COPY requirements.txt .
RUN pip3 install --no-cache-dir -r requirements.txt

# Copy the application code
COPY app.py .

# Expose the port Gradio will run on
EXPOSE 7860

# Command to run the application
CMD ["python3", "app.py"]