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glom

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

nested-diff

Recursive diff and patch for nested structures

treevalue

Here are the most awesome tree structure computing solutions, make your life easier. （这里有目前性能最优的树形结构计算解决方案）

maat

Validation and transformation library powered by recursive descent validation algorithm. Made to be extended for any kind of project.

jupyterlab-sql-editor

A JupyterLab extension providing, SQL formatter, auto-completion, syntax highlighting, Spark SQL and Trino

jstruct

Readable, serializable and deserializable Python nested models

diggity

Diggity is a Python library that provides functionality similar to Ruby's dig method.

deepfinder

🔎 Search attributes easily using dot paths. Within structures of type dictionary, list and embedded substructures with simple format 'dict.users.0.name'.

graphtsetlinmachine

Tsetlin Machine for Logical Learning and Reasoning With Graphs

fdict

Easy out-of-core computing of recursive dict

nestedutils

The lightweight Python library for safe, simple, dot-notation access to nested dicts and lists. Effortlessly get, set, and delete values deep in your complex JSON, API responses, and config files without verbose error-checking or handling KeyError exceptions.

pyspecter

an nested operation library inspired by specter

nifty-nesting

Python utilities for arbitrarily nested data structures.

sepes

Visualize, create, and operate on nested trees in the most intuitive way possible.

python-plyr

Apply functions over deeply nested dicts, lists and tuples.

glom-dict

Custom Dictionary with glom get, set and del methods

fagus

Library to easily create, edit and traverse nested objects of dicts and lists in Python

deeply-nested

Module to work with deeply nested object. dict or list of dict with multiple level of nesting

maat2

Maat is a extensible transformation and validation library for Python

tf-dataclass

Support python dataclass containers as input and output in callable TensorFlow graph for tensorflow version >= 2.0.0.

nestees

A simple set of utility functions for dealing with nested dictionaries