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The Top 23 Python Dataops Open Source Projects

Open source projects categorized as Python Dataops
Categories > Dataops
Prefect ⭐ 14,603
Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines
dependent packages 152total releases 249most recent commit 4 days agopypi prefect} Downloads
Flyte ⭐ 4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
dependent packages 35total releases 266most recent commit 3 months agopypi flyteidl} Downloads
Taipy ⭐ 4,311
Turns Data and AI algorithms into production-ready web applications in no time.
total releases 26most recent commit 3 months ago
Lance ⭐ 3,003
Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..
dependent packages 11total releases 108most recent commit 3 months agopypi pylance} Downloads
Whylogs ⭐ 2,533
An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈
total releases 20most recent commit 21 days ago
Meltano ⭐ 1,460
Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to writing, maintaining, and scaling your own API integrations.
dependent packages 1total releases 263most recent commit 3 months agopypi meltano} Downloads
Sqlmesh ⭐ 931
SQLMesh is a data transformation framework that brings the benefits of DevOps to data teams. It enables data scientists, analysts, and engineers to efficiently run and deploy data transformations written in SQL or Python.
dependent packages 1total releases 254most recent commit 3 months agopypi sqlmesh} Downloads
Versatile Data Kit ⭐ 389
One framework to develop, deploy and operate data workflows with Python and SQL.
dependent packages 25total releases 181most recent commit 3 months agopypi vdk-core} Downloads
Squirrel Core ⭐ 271
A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient way 🌰
total releases 102most recent commit 3 months ago
Aws Ddk ⭐ 233
An open source development framework to help you build data workflows and modern data architecture on AWS.
total releases 22most recent commit 3 months ago
Weboptout ⭐ 191
Opt-Out tool to check Copyright reservations in a way that even machines can understand.
total releases 6most recent commit 4 months ago
Titan ⭐ 152
Snowflake infrastructure-as-code. Provision environments, automate deploys, CI/CD. Manage RBAC, users, roles, and data access. Declarative Python Resource API. Change Management tool for the Snowflake data warehouse.
most recent commit 3 months ago
Datachecks ⭐ 117
Open Source Data Quality Monitoring.
total releases 14most recent commit 3 months ago
Awesome Dataops ⭐ 78
😎 A curated list of awesome DataOps tools
most recent commit 7 months ago
Cauldron ⭐ 77
Interactive computing for complex data processing, modeling and analysis in Python 3
total releases 66most recent commit 2 years ago
Beneath ⭐ 64
Beneath is a serverless real-time data platform ⚡️
total releases 38most recent commit 2 years ago
Noronha ⭐ 56
DataOps framework for Machine Learning projects.
total releases 9most recent commit a year ago
Squirrel Datasets Core ⭐ 37
Squirrel dataset hub
total releases 63most recent commit a year ago
Space ⭐ 36
Unified storage framework for the entire machine learning lifecycle
most recent commit 3 months ago
Grizzly ⭐ 34
End-to-end DataOps platform deployed by Terraform.
most recent commit a year ago
Vulkn ⭐ 26
Love your Data. Love the Environment. Love VULKИ.
total releases 11most recent commit 4 years ago
Stairlight ⭐ 25
A data lineage tool detects table dependencies from rendered SQL statements.
most recent commit 5 months ago
Funsies ⭐ 25
funsies is a lightweight workflow engine 🔧
most recent commit 3 years ago
The 6 Most Depended On Python Dataops Open Source Projects
Prefect ⭐ 14,603
Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines
dependent packages 152total releases 249latest release December 08, 2023most recent commit 4 days agopypi prefect} Downloads
Flyte ⭐ 4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
dependent packages 35total releases 266latest release December 06, 2023most recent commit 3 months agopypi flyteidl} Downloads
Versatile Data Kit ⭐ 389
One framework to develop, deploy and operate data workflows with Python and SQL.
dependent packages 25total releases 181latest release November 28, 2023most recent commit 3 months agopypi vdk-core} Downloads
The 10 Latest Releases In Python Dataops Open Source Projects
Prefect ⭐ 14,603
Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines
dependent packages 152total releases 249latest release December 08, 2023most recent commit 4 days agopypi prefect} Downloads
Datachecks ⭐ 117
Open Source Data Quality Monitoring.
total releases 14latest release December 07, 2023most recent commit 3 months ago
Flyte ⭐ 4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
dependent packages 35total releases 266latest release December 06, 2023most recent commit 3 months agopypi flyteidl} Downloads
Versatile Data Kit ⭐ 389
One framework to develop, deploy and operate data workflows with Python and SQL.
dependent packages 25total releases 181latest release November 28, 2023most recent commit 3 months agopypi vdk-core} Downloads
Taipy ⭐ 4,311
Turns Data and AI algorithms into production-ready web applications in no time.
total releases 26latest release October 27, 2023most recent commit 3 months ago
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