Python dataclass

Open-source Python projects categorized as dataclass
Edit details
Topics: Python Pydantic CSV Python3 Numpy
Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
featured

Top 8 Python dataclass Projects

  • docarray

    Represent, send, store and search multimodal data

  • datamodel-code-generator

    Pydantic model and dataclasses.dataclass generator for easy conversion of JSON, OpenAPI, JSON Schema, and YAML data sources.

    • Project mention: Datamodel-code-generator: Pydantic model/dataclass from OpenAPI, JSON, YAML | news.ycombinator.com | 2023-11-16

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • typedload

    Python library to load dynamically typed data into statically typed data structures

  • cachew

    Transparent and persistent cache/serialization powered by type hints

  • dataclass-csv

    Map CSV to Data Classes

  • runtype

    Utilities for run-time type validation and multiple dispatch

  • dataclass_array

    Dataclasses manipulated as numpy arrays (with batching, reshape, slicing,...)

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo

  • python-arrayclass

    A python class decorator similar to dataclass that uses a contiguous numpy array to store values.

    • Project mention: I created a package that lets you treat numpy arrays like dataclasses. | /r/Numpy | 2023-05-26

    Get it here: https://github.com/Ivorforce/python-arrayclass

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python dataclass related posts

  • [P] dataclass_array: Dataclasses which can be manipulated like numpy arrays (batched, reshaped, sliced,...) (for TF, Jax, Numpy,...)

    2 projects | /r/MachineLearning | 16 Aug 2022

  • Runtype 0.2 - faster than Pydantic, highly configurable, and with unique features for working with types at runtime.

    1 project | /r/Python | 4 Oct 2021

  • Runtype 0.2 - faster than Pydantic, highly configurable, and with unique features for working with types at runtime.

    1 project | /r/Python | 4 Oct 2021

  • Runtype 0.2 - faster than Pydantic, highly configurable, and with unique features for working with types at runtime.

    1 project | /r/pythoncoding | 3 Oct 2021

  • Python and type hints

    2 projects | /r/pythoncoding | 9 Mar 2021
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 10 May 2024
    Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

Index

What are some of the best open-source dataclass projects in Python? This list will help you:

Project Stars
1 docarray 2,768
2 datamodel-code-generator 2,324
3 typedload 255
4 cachew 207
5 dataclass-csv 190
6 runtype 159
7 dataclass_array 44
8 python-arrayclass 3

Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com