Metadata-Version: 2.4
Name: submit-aml
Version: 1.1.0
Summary: CLI tool to submit jobs to Azure Machine Learning
Project-URL: Homepage, https://github.com/microsoft/submit-aml
Project-URL: Documentation, https://microsoft.github.io/submit-aml
Project-URL: Repository, https://github.com/microsoft/submit-aml
Project-URL: Issues, https://github.com/microsoft/submit-aml/issues
Author-email: Microsoft Research Health Futures <innereyedev@microsoft.com>
Maintainer-email: Microsoft Research Health Futures <innereyedev@microsoft.com>
License-Expression: MIT
License-File: LICENSE
Keywords: azure,azureml,cli,job-submission,machine-learning
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Programming Language :: Python :: 3.14
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3.10
Requires-Dist: azure-ai-ml
Requires-Dist: azure-identity
Requires-Dist: loguru
Requires-Dist: rich
Requires-Dist: tomli>=1.1.0; python_version < '3.11'
Requires-Dist: typer>=0.16.0
Description-Content-Type: text/markdown

# submit-aml

A CLI tool to submit jobs to Azure Machine Learning.

## Quick start

```shell
uv tool install submit-aml
```

```shell
submit-aml \
    --subscription "xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx" \
    --resource-group "my-resource-group" \
    --workspace "my-workspace" \
    --compute-target "my-gpu-cluster" \
    --script run.py \
        arg1 \
        arg2
```

## Configuration

Azure ML defaults can be set via a config file at `~/.config/submit-aml/config.toml` or environment variables prefixed `SUBMIT_AML_`. See the [documentation](https://microsoft.github.io/submit-aml) for details.
