skipper-lib 1.1.4

Simple and flexible ML workflow engine

Katana ML Skipper

Overview

This is a helper library for Katana ML Skipper workflow product. The idea of this library is to wrap all reusable code to simplify and improve workflow implementation.

Supported functionality:

• API to communicate with RabbitMQ for event receiver/producer
• Workflow call helper
• Logger call helper

Author

Katana ML, Andrej Baranovskij

Instructions

Version number should be updated in init.py and pyproject.toml

1. Install Poetry

pip install poetry

2. Add pika and requests libraries

poetry add pika
poetry add requests

3. Build

poetry build

4. Publish to TestPyPI

poetry publish -r testpypi

5. Install from TestPyPI

pip install -i https://test.pypi.org/simple/ --extra-index-url https://pypi.org/simple  skipper-lib

6. Publish to PyPI

poetry publish

7. Install from PyPI

pip install skipper-lib

8. Test imported library from CMD

python -m skipper_lib

9. Import EventReceiver

from skipper_lib.events.event_receiver import EventReceiver

10. Import EventProducer

from skipper_lib.events.event_producer import EventProducer

Structure

.
├── LICENSE
├── poetry.lock
├── pyproject.toml
├── skipper_lib
│   ├── __init__.py
│   ├── __main__.py
│   ├── events
│       ├── __init__.py
│       ├── exchange_producer.py
│       ├── exchange_receiver.py
│       ├── event_producer.py
│       └── event_receiver.py
│   ├── logger
│       ├── __init__.py
│       └── logger_helper.py
│   ├── workflow
│       ├── __init__.py
│       └── workflow_helper.py
└── README.md

License

Licensed under the Apache License, Version 2.0. Copyright 2020-2021 Katana ML, Andrej Baranovskij. Copy of the license.