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https://github.com/mamba-org/setup-micromamba
GitHub Action to set up micromamba
https://github.com/mamba-org/setup-micromamba
conda github-actions mamba micromamba packaging
Last synced: 4 days ago
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GitHub Action to set up micromamba
- Host: GitHub
- URL: https://github.com/mamba-org/setup-micromamba
- Owner: mamba-org
- License: mit
- Created: 2023-01-30T12:40:28.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-10-07T07:58:08.000Z (about 1 month ago)
- Last Synced: 2024-10-24T15:44:54.177Z (27 days ago)
- Topics: conda, github-actions, mamba, micromamba, packaging
- Language: TypeScript
- Homepage:
- Size: 3.41 MB
- Stars: 104
- Watchers: 6
- Forks: 16
- Open Issues: 18
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Codeowners: CODEOWNERS
Awesome Lists containing this project
README
# setup-micromamba
[![CI](https://github.com/mamba-org/setup-micromamba/actions/workflows/test.yml/badge.svg)](https://github.com/mamba-org/setup-micromamba/actions/workflows/test.yml)
GitHub Action to set up the [micromamba](https://github.com/mamba-org/mamba#micromamba) package manager.
## Usage
```yml
- uses: mamba-org/setup-micromamba@v1
with:
micromamba-version: '1.5.6-0' # any version from https://github.com/mamba-org/micromamba-releases
environment-file: environment.yml
init-shell: >-
bash
powershell
cache-environment: true
post-cleanup: 'all'
- name: Import numpy in micromamba environment (bash)
run: python -c "import numpy"
shell: bash -el {0}
- name: Import numpy in micromamba environment (pwsh)
run: python -c "import numpy"
shell: pwsh
- name: Run custom command in micromamba environment
run: pytest --version
shell: micromamba-shell {0}
```## Features
To see all available input arguments, see the [`action.yml`](action.yml) file.
### Environment creation
`setup-micromamba` allows you to create micromamba environments from an environment file or from a list of packages.
You can use either `environment-file` or `create-args` arguments to specify an environment to be created.
An environment name (other than `base`) must also be specified either in the environment file or via `environment-name`.
If the environment is not fully specified then `setup-micromamba` will skip the environment creation and install only the `micromamba` executable.After the environment has been created, `setup-micromamba` will write `micromamba activate ` into the rc file of all shells that are [initialized](#shell-initialization).
This will automatically activate the environment when the shell is started.#### Create environment from environment file
```yml
- uses: mamba-org/setup-micromamba@v1
with:
environment-file: environment.yml
```#### Create environment from `conda-lock` file
Micromamba supports the `conda-lock` [unified lockfile format](https://conda.github.io/conda-lock/output/#unified-lockfile), but this format does not specify an environment name.
Because `setup-micromamba` requires an environment name to be specified, config might look like this:```yml
- uses: mamba-org/setup-micromamba@v1
with:
environment-file: conda-lock.yml
environment-name: ci
```> [!NOTE]
> Beware that `micromamba` does not allow additional packages to be installed into a locked environment and will ignore additional specs added by `create-args`, see [mamba#1760](https://github.com/mamba-org/mamba/issues/1760).#### Create environment from environment specs
You can specify extra environment specs using the `create-args` input.
```yml
- uses: mamba-org/setup-micromamba@v1
with:
# the create command looks like this:
# `micromamba create -n test-env python=3.10 numpy`
environment-name: test-env
create-args: >-
python=3.10
numpy
```#### Custom arguments
You can specify custom arguments for the `micromamba create` command using the `create-args` input. See `micromamba create --help` for more information.
> [!NOTE]
> This is the same argument as in the [previous example](#create-environment-from-environment-specs) but with different semantics.
> This is because internally, `setup-micromamba` uses the `micromamba create` command to create the environment from the environment file and there, extra specs are specified by adding them as extra arguments to the `micromamba create` command.```yml
- uses: mamba-org/setup-micromamba@v1
with:
environment-file: environment.yml
create-args: -v
```### Shell initialization
In order to be able to activate micromamba environments, you need to initialize your shell.
`setup-micromamba` can create shell initialization scripts for different shells (by calling `micromamba shell init -s `).
By default, it will create shell initialization scripts for `bash`.
If you want to customize this, you can use the `init-shell` input.```yml
- uses: mamba-org/setup-micromamba@v1
with:
init-shell: bash
```In case you don't want to initialize your shell, you can set `init-shell` to `none`.
You can also specify multiple shells by separating them with a space (or using the `>-` YAML block scalar)
```yml
- uses: mamba-org/setup-micromamba@v1
with:
init-shell: >-
bash
powershell
# or
init-shell: bash powershell
```Please read [about login shells](#about-login-shells) for more information about the shell initialization.
### Custom `micromamba-shell` wrapper
`setup-micromamba` will allow you to run commands in the created micromamba environment with a custom shell wrapper. In this “shell”, the micromamba is activated and the commands are executed.
With this, you don't need to initialize your shell and activate the environment which may come in handy for self-hosted runners that persist between jobs.
You can set this behavior by specifying the `generate-run-shell` input (defaults to `true`).> [!NOTE]
> Under the hood, this shell wrapper runs `micromamba run -r -n ` with `` being a file containing the part that you specify in the `run:` section of your workflow.
> See the [official documentation](https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#custom-shell) and [ADR 0277](https://github.com/actions/runner/blob/main/docs/adrs/0277-run-action-shell-options.md) for more information about how the `shell:` input works in GitHub Actions.> [!WARNING]
> Only available on macOS and Linux.```yml
- uses: mamba-org/setup-micromamba@v1
with:
generate-run-shell: true
environment-file: environment.yml
- run: |
pytest --version
pytest
shell: micromamba-shell {0}
```### Custom `.condarc` file
To specify custom channels or other micromamba settings, you may want to use `.condarc` files to do this.
`setup-micromamba` allows you to specify a custom `.condarc` file using either the `condarc-file` or the `condarc` input.
When you specify `condarc-file`, `setup-micromamba` will use this file for all micromamba commands.
When you specify `condarc`, `setup-micromamba` will create a `.condarc` next to the micromamba binary (to not mess with the `~/.condarc` that may be overwritten on self-hosted runners) and use this file for all micromamba commands.
The action will also set the `CONDARC` environment variable to point to this file.If nothing is specified, `setup-micromamba` will create a `.condarc` next to the micromamba binary with `conda-forge` as the only channel.
```yml
- uses: mamba-org/setup-micromamba@v1
with:
environment-file: environment.yml
condarc-file: /path/to/.condarc
``````yml
- uses: mamba-org/setup-micromamba@v1
with:
environment-file: environment.yml
condarc: |
channels:
- my-custom-channel
- conda-forge
- pytorch
```### Caching
If you want to cache your micromamba environment or packages, you can do this by setting the `cache-environment` (or `cache-environment-key`) or `cache-downloads` (or `cache-downloads-key`) inputs.
If `cache-environment` is set to `true` and `cache-environment-key` is not specified, `setup-micromamba` will use the default cache key (`micromamba-environment`). Similar behavior applies to `cache-downloads` and `cache-downloads-key`.
> [!NOTE]
> Note that the specified cache key is only the prefix of the real cache key.
> `setup-micromamba` will append a hash of the environment file and the `custom-args` as well as the environment name and OS to the cache key.```yml
- uses: mamba-org/setup-micromamba@v1
with:
environment-file: environment.yml
# only cache environment
cache-environment: true
cache-downloads: false
``````yml
- uses: mamba-org/setup-micromamba@v1
with:
environment-file: environment.yml
# persist only for runs on this commit.
cache-environment-key: environment-${{ github.sha }}
cache-downloads-key: downloads-${{ github.sha }}
``````yml
- name: Get current date
id: date
run: echo "date=$(date +%Y-%m-%d)" >> "${GITHUB_OUTPUT}"
- uses: mamba-org/setup-micromamba@v1
with:
environment-file: environment.yml
# persist on the same day.
cache-environment-key: environment-${{ steps.date.outputs.date }}
cache-downloads-key: downloads-${{ steps.date.outputs.date }}
```> See [Notes on caching](#notes-on-caching) for more information about caching.
### Debugging
There are two types of debug logging that you can enable.
#### Debug logging of the action
The first one is the debug logging of the action itself.
This can be enabled by running the action with the `ACTIONS_STEP_DEBUG` environment variable set to `true`.```yml
- uses: mamba-org/setup-micromamba@v1
env:
ACTIONS_STEP_DEBUG: true
```Alternatively, you can enable debug logging for the action by re-running the action in debug mode:
![Re-run in debug mode](.github/assets/enable-debug-logging-light.png#gh-light-mode-only)
![Re-run in debug mode](.github/assets/enable-debug-logging-dark.png#gh-dark-mode-only)> For more information about debug logging in GitHub Actions, see [the official documentation](https://docs.github.com/en/actions/monitoring-and-troubleshooting-workflows/enabling-debug-logging).
#### Debug logging of micromamba
The second type is the debug logging of the micromamba executable.
This can be specified by setting the `log-level` input.```yml
- uses: mamba-org/setup-micromamba@v1
with:
environment-file: environment.yml
# supports off, critical, error, warning, info, debug, trace
log-level: debug
```If nothing is specified, `setup-micromamba` will default to `warning` or `debug` depending on if [debug logging is enabled for the action](#debug-logging-of-the-action).
### Self-hosted runners
On self-hosted runners, it may happen that some files are persisted between jobs.
This can lead to problems when the next job is run.#### Post-action cleanup
To avoid persistence between jobs, you can use the `post-cleanup` input to specify the post cleanup behavior of the action (i.e., what happens _after_ all your commands have been executed).
There is a total of 4 options:
- `none`: No cleanup is performed.
- `shell-init`: The shell initialization files are removed by executing `micromamba shell deinit -s `.
- `environment`: Shell initialization files and the installed environment are removed.
- `all`: Shell initialization files as well as the micromamba root folder and the binary are removed.If nothing is specified, `setup-micromamba` will default to `shell-init`.
```yml
- uses: mamba-org/setup-micromamba@v1
with:
environment-file: environment.yml
post-cleanup: environment
```#### Specify the path of the micromamba binary
You also might want to alter the default micromamba installation location to a temporary location. You can use `micromamba-binary-path: ${{ runner.temp }}/bin/micromamba` to do this.
```yml
- uses: mamba-org/setup-micromamba@v1
with:
environment-file: environment.yml
# ${{ runner.temp }}\Scripts\micromamba.exe on Windows
micromamba-binary-path: ${{ runner.temp }}/bin/micromamba
```You can control the download behavior of micromamba with the options `download-micromamba` and `micromamba-binary-path`.
| Micromamba on `$PATH` | `download-micromamba` | `micromamba-binary-path` | Behavior |
|----------------|-----------------------|--------------------------|------------------------------------|
| No | unset | unset | Download to default location |
| No | unset | set | Download to specified path |
| No | false | unset | Error |
| No | false | set | Use binary (absolute path) |
| No | true | unset | Download to default location |
| No | true | set | Download to specified path |
| Yes | unset | unset | Use binary (from PATH) |
| Yes | unset | set | Download to specified path |
| Yes | false | unset | Use binary (from PATH) |
| Yes | false | set | Use binary (specified path) |
| Yes | true | unset | Download to default location |
| Yes | true | set | Download to specified path |```yml
- uses: mamba-org/setup-micromamba@v1
with:
environment-file: environment.yml
download-micromamba: false
# you don't need to specify this if micromamba is already on PATH
micromamba-binary-path: /usr/local/bin/micromamba
generate-run-shell: false # this would generate a file next to the micromamba binary
```## More examples
If you want to see more examples, you can take a look at the [GitHub Workflows of this repository](.github/workflows/).
## Notes on caching
### Branches have separate caches
Due to a [security limitation of GitHub Actions](https://docs.github.com/en/actions/using-workflows/caching-dependencies-to-speed-up-workflows#restrictions-for-accessing-a-cache)
any caches created on a branch will not be available on the main/parent branch
after merging. This also applies to PRs.In contrast, branches *can* use a cache created on the main/parent branch.
See also [this thread](https://github.com/mamba-org/provision-with-micromamba/issues/42#issuecomment-1062007161).
### When to use download caching
Please see [this comment for now](https://github.com/mamba-org/provision-with-micromamba/pull/38#discussion_r808837618).
### When to use environment caching
Please see [this comment for now](https://github.com/mamba-org/provision-with-micromamba/pull/38#discussion_r808837618).
## About login shells...
Some shells require special syntax (e.g. `bash -leo pipefail {0}`). You can set this up with the `defaults` option:
```yaml
jobs:
myjob:
defaults:
run:
shell: bash -leo pipefail {0}# or top-level:
defaults:
run:
shell: bash -leo pipefail {0}
jobs:
...
```Find the reasons below (taken from [setup-miniconda](https://github.com/conda-incubator/setup-miniconda/blob/master/README.md#important)):
- Bash shells do not use `~/.profile` or `~/.bashrc` so these shells need to be
explicitly declared as `shell: bash -leo pipefail {0}` on steps that need to be properly
activated (or use a default shell). This is because bash shells are executed
with `bash --noprofile --norc -eo pipefail {0}` thus ignoring updated on bash
profile files made by `micromamba shell init bash`.
- Cmd shells do not run `Autorun` commands so these shells need to be
explicitly declared as `shell: cmd /C call {0}` on steps that need to be
properly activated (or use a default shell). This is because cmd shells are
executed with `%ComSpec% /D /E:ON /V:OFF /S /C "CALL "{0}""` and the `/D` flag
disabled execution of `Command Processor/Autorun` Windows registry keys, which
is what `micromamba shell init cmd.exe` sets.For further information, see
[`jobs..steps[*].shell`](https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsshell)
and [this thread](https://github.com/orgs/community/discussions/25061).## Development
1. Clone this repository.
2. Run `pnpm install` inside the repository (if you don't have [`pnpm`](https://github.com/pnpm/pnpm) installed, you can install it with `npm install -g pnpm` or `brew install pnpm`).
3. Run `pnpm run dev` for live transpilation of the TypeScript source code.
4. To test the action, you can run [`act`](https://github.com/nektos/act) (inside docker) or [`test.sh`](test.sh) (on your local machine).