picaso-engine ML faceid workflow

Overview

This is a helper library for picaso-engine ML faceid 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
• Rate-limiting strategies
• Computing vector similarity helper (ex. Face Similarity Search)

Author

picaso-engine ML (https://pypi.org/project/faceid-lib/), Dani Gunawan

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 lock --no-update
poetry install
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  faceid-lib

6. Publish to PyPI

poetry publish

7. Install from PyPI

pip install faceid-lib

8. Test imported library from CMD

python -m faceid_lib

9. Import EventReceiver

from faceid_lib.events.event_receiver import EventReceiver

10. Import EventProducer

from faceid_lib.events.event_producer import EventProducer

11. Import FastAPILimiter, RateLimiter

from faceid_lib.ratelimiter import FastAPILimiter
from faceid_lib.ratelimiter.depends import RateLimiter

Structure

.
├── LICENSE
├── poetry.lock
├── pyproject.toml
├── faceid_lib
│   ├── __init__.py
│   ├── __main__.py
│   ├── events
│       ├── __init__.py
│       ├── event_producer.py
│       └── event_receiver.py
│   ├── ratelimiter
│       ├── __init__.py
│       └── depends.py
│   ├── logger
│       ├── __init__.py
│       └── logger_helper.py
│   ├── workflow
│       ├── __init__.py
│       └── workflow_helper.py
│   ├── vector_similarity
│       ├── __init__.py
│       ├── v1
│           ├── __init__.py
│           └── power.py
└── README.md

Changelogs 2.0.0 - 2.0.1 (2023-05-02)

• compute similarity helper

Changelogs 1.0.9 (2022-06-14)

• modify response & handler

Changelogs 1.0.5 (2021-10-24)

• downgrade pika version to 1.1.0

Changelogs 1.0.4 (2021-10-24)

• enhancment rate limiting

License

Licensed under the Apache License, Version 2.0. Copyright 2020-2021 picaso-engine ML, Dani Gunawan.