Problem
I encounter an error when building dockerfile:
#8 10.13 ERROR: Could not find a version that satisfies the requirement openvino>=2022.1.0 (from versions: none)
#8 10.13 ERROR: No matching distribution found for openvino>=2022.1.0
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executor failed running [/bin/bash -l -c python3.9 -m venv openvino_env && source openvino_env/bin/activate && python3.9 -m pip install --upgrade pip && pip3.9 install -r requirements.txt -t ./python]: exit code: 1
What I tried:
Past posts generally suggested two solutions: 1) upgrade pip, and 2) install in virtual environment. I have tried both but still no luck.
My laptop is Macbook M1, not sure if it is related. I have configured the requirements.txt file as below.
Source code
My Dockerfile:
FROM python:3.9.9-bullseye
RUN apt-get update && \
apt-get install -y \
libgl1 libglib2.0-0 zip virtualenv
# Install dependencies
COPY ./requirements.txt .
SHELL ["/bin/bash", "-l", "-c"]
RUN python3.9 -m venv openvino_env && \
source openvino_env/bin/activate && \
python3.9 -m pip install --upgrade pip && \
pip3.9 install -r requirements.txt -t ./python
# Zip it up for deployment.
RUN zip -r layer.zip ./python/
ENTRYPOINT ["/bin/bash", "-l"]
Requirements.txt:
openvino>=2022.1.0; platform_system != "Darwin" or platform_machine != 'arm64'
openvino-arm; platform_system == "Darwin" and platform.machine == 'arm64'
build_docker.sh
# Generates a base layer for the Lambda functions.
# Remove the container first (if it exists).
docker rm layer-container
# Build the base layer.
docker build -t base-layer .
# Rename it to layer-container.
docker run --name layer-container base-layer
# Copy the generated zip artifact so our CDK can use it.
docker cp layer-container:layer.zip . && echo "Created layer.zip with updated base layer."
For Macbook M1, use the command below:
pip install openvino-arm