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#data-engineering (30 Repositories)

Ranked open-source repositories tagged with #data-engineering, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

75.9%

Avg Review Latency

22.1h

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30 repositories tagged #data-engineering

A TierPython 47.2k 19 GFIs

apache/airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

63.4%
Merge Rate
-
First Review
50%
1st-Timers
358
Maintainers
A TierJavaScript 1.1k

datacontract/datacontract-cli

Open-source data contract testing for Snowflake, Databricks, BigQuery, Kafka & 15 more. Built on the Open Data Contract Standard (ODCS). MIT.

77.2%
Merge Rate
15h
First Review
57%
1st-Timers
19
Maintainers
A TierRust 9.4k 3 GFIs

risingwavelabs/risingwave

Event streaming platform for agentic AI. Continuously ingest, transform, and serve event streams in real time, at scale.

62.9%
Merge Rate
-
First Review
49%
1st-Timers
38
Maintainers
A TierPython 9.7k 1 GFIs

xonsh/xonsh

🐚 Python-powered shell. Full-featured, cross-platform and AI-friendly.

92.8%
Merge Rate
-
First Review
100%
1st-Timers
6
Maintainers
A TierPython 1.7k

mlrun/mlrun

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

86.0%
Merge Rate
5d
First Review
89%
1st-Timers
18
Maintainers
A TierGo 608

ConduitIO/conduit

Conduit streams data between data stores. Kafka Connect replacement. No JVM required.

91.3%
Merge Rate
2h
First Review
100%
1st-Timers
2
Maintainers
A TierPython 7.3k

Zipstack/unstract

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

79.8%
Merge Rate
-
First Review
77%
1st-Timers
15
Maintainers
A TierRust 3.8k 1 GFIs

dathere/qsv

Blazing-fast Data-Wrangling toolkit

93.3%
Merge Rate
-
First Review
50%
1st-Timers
4
Maintainers
A TierPython 133

benseverndev-oss/goldenmatch

Zero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, 97 MCP tools + REST.

94.6%
Merge Rate
-
First Review
50%
1st-Timers
4
Maintainers
A TierRust 983

estuary/flow

🌊 Continuously synchronize the systems where your data lives, to the systems where you _want_ it to live, by managing your data flows with Estuary. 🌊

70.5%
Merge Rate
-
First Review
77%
1st-Timers
19
Maintainers
A TierTypeScript 1.4k

quiltdata/quilt

Quilt is a Scientific Data Management Platform on AWS that helps teams and AI find, trust, and reuse data through deeply versioned, context-rich data packages.

59.2%
Merge Rate
1d
First Review
25%
1st-Timers
6
Maintainers
A TierPython 75.1k

apache/superset

Apache Superset is a Data Visualization and Data Exploration Platform

68.6%
Merge Rate
-
First Review
56%
1st-Timers
149
Maintainers
A TierJava 230

DataSQRL/sqrl

Harness for building data engineering agents designed around human control, correctness, and safety.

78.5%
Merge Rate
-
First Review
83%
1st-Timers
6
Maintainers
A TierGo 5.5k 4 GFIs

treeverse/lakeFS

lakeFS - Data version control for your data lake | Git for data

74.4%
Merge Rate
4d
First Review
67%
1st-Timers
8
Maintainers
A TierTypeScript 482

DataRecce/recce

The data-validation toolkit for enhanced dbt (data build tool) PR review

84.1%
Merge Rate
-
First Review
83%
1st-Timers
5
Maintainers
A TierRust 3.4k 2 GFIs

lakehq/sail

Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.

64.8%
Merge Rate
-
First Review
56%
1st-Timers
18
Maintainers
A TierJavaScript 130

hyparam/icebird

Icebird: JavaScript Iceberg Client

100.0%
Merge Rate
1d
First Review
100%
1st-Timers
1
Maintainers
A TierGo 3.2k

apache/devlake

Apache DevLake is an open-source dev data platform to ingest, analyze, and visualize the fragmented data from DevOps tools, extracting insights for engineering excellence, developer experience, and community growth.

67.3%
Merge Rate
6h
First Review
67%
1st-Timers
19
Maintainers
A TierJava 267

kanton-bern/hellodata-be

The Open-Source Enterprise Data Platform in a single Portal

98.5%
Merge Rate
19h
First Review
100%
1st-Timers
1
Maintainers
A TierPython 22.2k

airbytehq/airbyte

Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

49.1%
Merge Rate
-
First Review
33%
1st-Timers
71
Maintainers
A TierRust 305

rocky-data/rocky

A SQL transformation engine that type-checks your whole pipeline and catches breaking changes before they run — branches, replay, column-level lineage, compile-time contracts, per-model cost. Adapters: Databricks, Snowflake, BigQuery, DuckDB. Single static Rust binary. Apache 2.0.

93.2%
Merge Rate
-
First Review
100%
1st-Timers
2
Maintainers
A TierPython 1.5k

pyjanitor-devs/pyjanitor

Clean APIs for data cleaning. Python implementation of R package Janitor

31.0%
Merge Rate
<1h
First Review
67%
1st-Timers
7
Maintainers
A TierScala 215

starlake-ai/starflow

Declarative text based tool for data analysts and engineers to extract, load, transform and orchestrate their data pipelines.

89.6%
Merge Rate
-
First Review
100%
1st-Timers
2
Maintainers
A TierRust 5.8k 7 GFIs

Eventual-Inc/Daft

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

61.7%
Merge Rate
5d
First Review
51%
1st-Timers
39
Maintainers
A TierJava 925

odpi/egeria

Egeria core

84.1%
Merge Rate
4d
First Review
100%
1st-Timers
2
Maintainers
A TierGo 872

bacalhau-project/bacalhau

Community-driven, simple, yet powerful framework for fast, cost-effective distributed Compute over Data.

96.0%
Merge Rate
<1h
First Review
100%
1st-Timers
0
Maintainers
A TierPython 5.9k 1 GFIs

dlt-hub/dlt

data load tool (dlt) is an open source Python library that makes data loading easy 🛠️

50.0%
Merge Rate
5h
First Review
41%
1st-Timers
52
Maintainers
A TierPython 341

snowflakedb/snowpark-python

Snowflake Snowpark Python API

43.9%
Merge Rate
1h
First Review
60%
1st-Timers
15
Maintainers
A TierRuby 1.7k

Multiwoven/multiwoven

🔥🔥🔥 Open source Reverse ETL - alternative to hightouch and census.

100.0%
Merge Rate
9h
First Review
100%
1st-Timers
1
Maintainers
A TierPython 2.4k

sodadata/soda-core

Data Contracts engine for the modern data stack. https://www.soda.io

70.9%
Merge Rate
5d
First Review
30%
1st-Timers
11
Maintainers
Best Data-engineering Open Source Repositories & C-Rank™ | GetMerged