Metadata-Version: 2.1
Name: metaflow-helper
Version: 0.0.1
Summary: Convenience utilities for common machine learning tasks on Metaflow
Home-page: https://github.com/fwhigh/metaflow-helper
Author: F. William High
Author-email: fwhigh@gmail.com
License: Apache-2.0
Keywords: circleci ci cd api sdk
Platform: UNKNOWN
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: System Administrators
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Classifier: Topic :: Software Development :: Build Tools
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Internet
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3 :: Only
Requires-Python: >=3.6.0
License-File: LICENSE


# metaflow-helper

Convenience utilities for common machine learning tasks on Metaflow

| Unit tests | Examples |
| ---------- | -------  | 
| ![Build](https://github.com/fwhigh/metaflow-helper/actions/workflows/python36.yml/badge.svg) | ![Build](https://github.com/fwhigh/metaflow-helper/actions/workflows/examples36.yml/badge.svg) |
| ![Build](https://github.com/fwhigh/metaflow-helper/actions/workflows/python37.yml/badge.svg) | ![Build](https://github.com/fwhigh/metaflow-helper/actions/workflows/examples37.yml/badge.svg) |
| ![Build](https://github.com/fwhigh/metaflow-helper/actions/workflows/python38.yml/badge.svg) | ![Build](https://github.com/fwhigh/metaflow-helper/actions/workflows/examples38.yml/badge.svg) |

## Quickstart

You can run the model selection tournament immediately like this. 
Install a convenience package called metaflow-helper.


```bash
git clone https://github.com/fwhigh/metaflow-helper.git
cd metaflow-helper
python -m pip install .
```

Then run a Metaflow example. 
Examples need a few more packages, including Metaflow itself, which metaflow-helper doesn’t currently require.

```bash
python -m pip install -r example-requirements.txt
python examples/model-selection/train.py run
```

You can visualize the example flow.

```bash
python examples/model-selection/train.py output-dot | dot -Grankdir=TB -Tpng -o model-selection-flow.png
```

## Release procedure

1. Bump VERSION in setup.py. This should contain the new version without the v
1. Run `git commit -a -m "Release v0.0.1"` with VERSION version number
1. Run `git tag -a v0.0.1 -m "Release v0.0.1"` with VERSION version number
1. Optional: run `make package`
1. Run `git push origin v0.0.1`


