Declarative Python Packages

plotly

The interactive graphing library for Python :sparkles:

glom

☄️ Python's nested data operator (and CLI), for all your declarative restructuring needs. Got data? Glom it! ☄️

flyteidl

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

springy

ElasticSearch DSL wrapper for Django

pyccolo

Declarative instrumentation for Python.

drf-access-policy

Declarative access policies/permissions modeled after AWS' IAM policies.

chart-studio

The interactive graphing library for Python :sparkles:

sqlalchemy-declarative-extensions

Library to declare additional kinds of objects not natively supported by SqlAlchemy/Alembic.

properties

An organizational aid and wrapper for validation and tab completion of class properties/traits.

kapitan

Generic templated configuration management for Kubernetes, Terraform and other things

datajoint

Relational data pipelines for the science lab

zymi-core

Event-sourced agent engine — CLI and Python bindings for auditable AI workflows

grappa

Behavior-oriented, expressive, human-friendly Python assertion library for the 21st century

plotly-geo

The interactive graphing library for Python :sparkles:

argclass

Declarative CLI parser with type hints, config files, and environment variables.

nodestream

A Declarative framework for Building, Maintaining, and Analyzing Graph Data

declarative-parser

Modern, declarative argument parser for Python 3.6+

phx-filters

Opinionated schema validation for Python - chain type-safe filters with | like UNIX pipes

utilmeta

UtilMeta - progressive meta framework for API development in Python

upjack

Declarative AI-native application framework — schema-driven entities, Markdown skills, MCPB packaging

arcparse

Declarative typed argument parser

qtica

Qtica is a Python library that offers a lightweight API built around native PySide6. It enables swift GUI prototyping utilizing contemporary declarative UI methods, all within Python.

hiphp

hiphp - free & open source project for create a BackDoor to control PHP-based sites.

declarativex

Your Declarative HTTP client library on Python