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.

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 Workflows: where database schemas define executable data pipelines.

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

argclass

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

plotly-geo

The interactive graphing library for Python :sparkles:

env-proxy

Typed access to environment variables in Python — declarative config classes with validation, freezing, custom converters, and .env template generation.

nodestream

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

phx-filters

Validation and data pipelines made easy!

utilmeta

UtilMeta - progressive meta framework for API development in Python

arcparse

Declarative typed argument parser

declarative-parser

Modern, declarative argument parser for Python 3.6+

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.

skaal

Infrastructure as Constraints — write it once, scale it with a word.

declarativex

Your Declarative HTTP client library on Python

hiphp

The BackDoor of HIPHP gives you the power to control websites based on PHP using HTTP/HTTPS protocol. By sending files, tokens and commands through port 80's POST/GET method, users can access a range of activities such as downloading and editing files. It also allows for connecting to Tor networks with password protection for extra security.