FROM ubuntu:20.04

# Update package lists
RUN apt-get update

# Install Python and pip
RUN apt-get install -y python3 python3-pip

# Install ClearML Agent
RUN pip3 install clearml-agent

# Set the working directory
WORKDIR /app

# Copy clearml.conf file to /home/ubuntu
COPY clearml.conf /home/ubuntu/clearml.conf

# Copy the Python code
COPY pipeline_from_decorator.py .

# Copy requirements.txt
COPY requirements.txt .

# Install dependencies
RUN pip3 install --no-cache-dir -r requirements.txt

# Expose ports
EXPOSE 8080
EXPOSE 8008
EXPOSE 8081

# Run Python code
CMD ["python3", "pipeline_from_decorator.py"]