https://github.com/zcsadmin/docker-image-python
Base docker image definition for ZCS python applications
https://github.com/zcsadmin/docker-image-python
Last synced: about 1 year ago
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Base docker image definition for ZCS python applications
- Host: GitHub
- URL: https://github.com/zcsadmin/docker-image-python
- Owner: zcsadmin
- Created: 2024-09-17T21:10:42.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-09-18T08:52:50.000Z (over 1 year ago)
- Last Synced: 2024-09-18T15:39:35.640Z (over 1 year ago)
- Language: Shell
- Size: 1000 Bytes
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# ZCS Python docker images
Docker images used for ZCS Python applications.
Supported python versions:
- `3.12`
- `3.11`
Supported torch versions:
- `2.4.0`
- `2.4.1`
- `2.5.0`
- `2.5.1`
- `2.6.0`
Supported platforms:
- `linux/amd64`
- `linux/arm64`
## Example usage
ZCS Python docker images are available in three flavours:
- `base`: base image, mainly used by other stages
- `dev`: image for local development
- `dist`: image used for application distribution
- `torch-cpu`: image for distributing the final application with torch-cpu library
### Docker image for local development
The docker image for local development support permissions mapping between host user and docker user.
Dockerfile definition to use `dev` image in local environment mapping the image `bob` user to host user:
```docker
FROM zcscompany/python:3.11-dev AS dev
ARG FIX_UID
ARG FIX_GID
USER 0
RUN /fix-perm.sh
# Run as normal user
USER bob
```
Build command:
```bash
docker build --build-arg FIX_UID="$(id -u)" --build-arg FIX_GID="$(id -g)" .
```
### Docker image for target application with torch-cpu library
Dockerfile definition
```docker
FROM zcscompany/python:3.11-torch-cpu-2.4.0
# Copy application requirement file
COPY --chown=bob:bob app/requirements.txt .
# Install app requirements
RUN pip install --user --no-cache-dir --disable-pip-version-check -r requirements.txt
# Copy application code
COPY --chown=bob:bob app/ .
# Build and install the library
RUN python -m build && \
pip install --user --no-cache-dir --disable-pip-version-check --editable .
```
### Docker image for target application
```docker
FROM zcscompany/python:3.11-dist
# Copy application requirement file
COPY --chown=bob:bob app/requirements.txt .
# Install app requirements
RUN pip install --user --no-cache-dir --disable-pip-version-check -r requirements.txt
# Copy application code
COPY --chown=bob:bob app/ .
# Build and install the library
RUN python -m build && \
pip install --user --no-cache-dir --disable-pip-version-check --editable .
```
## Docker hub repository
https://hub.docker.com/r/zcscompany/python
## Support
[Claudio Cavina](mailto:c.cavina@zcscompany.com)
[Michele Mondelli](mailto:m.mondelli@zcscompany.com)