scitrera-rt-data 0.0.4

Utilities for real-time data applications

scitrera-rt-data

Various utilities to support various data applications, including key-value stores, locks, serialization, and SQL helpers.

Features

• Key-Value Stores: Redis compatible data stores (and In-Memory implementations for tests).
• TKVT (Topic-Key-Value-Timestamp): A common abstraction over Kafka-like streams (Kafka, RabbitMQ Streams, Redis Streams, etc.) providing a unified interface for stream-based data.
• Locks: Distributed locks using Redis (and In-Process locks for tests).
• SQL Utilities: Helpers for SQLAlchemy and asyncpg.
• Serialization: Quick and dirty serialization/deserialization support for JSON, Msgpack, and Pickle.
• Date/Time Utilities: Convenient wrappers around Pandas, pytz, and dateutil. The pandas Timestamp is the considered the authoritative datetime type--and various functions help convert between it and other formats.

Notes

• The different TKVT implementations are at different stages of development.
• A lot of functionality is still rough around the edges; just enough to get the job done for now.

Installation

pip install scitrera-rt-data

For specific features, you can install extras:

pip install scitrera-rt-data[all]
pip install scitrera-rt-data[redis]
pip install scitrera-rt-data[sql]
pip install scitrera-rt-data[rmq]
pip install scitrera-rt-data[kafka]

pip install scitrera-rt-data[dev]

License

3-Clause BSD License. See LICENSE for details.