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.

License
- OSI Approved :: BSD License
Operating System
- OS Independent
Programming Language
- Python :: 3

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

scitrera_rt_data-0.0.7.tar.gz (63.7 kB view details)

Uploaded Feb 4, 2026 Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

The dropdown lists show the available interpreters, ABIs, and platforms. Enable javascript to be able to filter the list of wheel files.

scitrera_rt_data-0.0.7-py3-none-any.whl (66.0 kB view details)

Uploaded Feb 4, 2026 Python 3

File details

Details for the file scitrera_rt_data-0.0.7.tar.gz.

File metadata

Download URL: scitrera_rt_data-0.0.7.tar.gz
Upload date: Feb 4, 2026
Size: 63.7 kB
Tags: Source
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for scitrera_rt_data-0.0.7.tar.gz
Algorithm	Hash digest
SHA256	`79141263444eca8ff7b960459917d924ce366122258b5f2bbb1fc79c9784a026`
MD5	`6a2acdcb3d1e9cf664df2a86da0293f4`
BLAKE2b-256	`acca882b7ed27931e6e16ff684daa527e09c0219d7f9854f0381c222d78e575d`

See more details on using hashes here.

Provenance

The following attestation bundles were made for scitrera_rt_data-0.0.7.tar.gz:

Publisher: publish.yml on scitrera/scitrera-rt-data-python

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: scitrera_rt_data-0.0.7.tar.gz
- Subject digest: 79141263444eca8ff7b960459917d924ce366122258b5f2bbb1fc79c9784a026
- Sigstore transparency entry: 909722522
- Sigstore integration time: Feb 4, 2026
Source repository:
- Permalink: scitrera/scitrera-rt-data-python@6896f5bf62c6d8eb726650374233b903f6e525b6
- Branch / Tag: refs/tags/v0.0.7
- Owner: https://github.com/scitrera
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: publish.yml@6896f5bf62c6d8eb726650374233b903f6e525b6
- Trigger Event: push