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#spark (30 Repositories)

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

Topic Avg Merge Rate

70.2%

Avg Review Latency

13.3h

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30 repositories tagged #spark

S TierPython 57 1 GFIs

ascii-supply-networks/dagster-slurm

Dagster SLURM integration

94.0%
Merge Rate
<1h
First Review
100%
1st-Timers
4
Maintainers
S TierJava 6.7k

apache/zeppelin

Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

78.9%
Merge Rate
6h
First Review
73%
1st-Timers
21
Maintainers
S TierScala 1.3k 23 GFIs

apache/datafusion-comet

Apache DataFusion Comet Spark Accelerator

64.0%
Merge Rate
-
First Review
51%
1st-Timers
60
Maintainers
A TierRust 350 1 GFIs

kamu-data/kamu-cli

Next-generation decentralized data lakehouse and a multi-party stream processing network

69.6%
Merge Rate
-
First Review
100%
1st-Timers
5
Maintainers
A TierScala 1.0k

NVIDIA/cudf-spark

NVIDIA cuDF for Apache Spark plugin - accelerate Apache Spark with GPUs

69.2%
Merge Rate
-
First Review
76%
1st-Timers
41
Maintainers
A TierScala 323

neo4j/neo4j-spark-connector

Neo4j Connector for Apache Spark, which provides bi-directional read/write access to Neo4j from Spark, using the Spark DataSource APIs

80.0%
Merge Rate
-
First Review
86%
1st-Timers
13
Maintainers
A TierJava 3.4k

apache/paimon

Apache Paimon is a lake format that enables building a Realtime Lakehouse Architecture with Flink and Spark for both streaming and batch operations.

77.1%
Merge Rate
-
First Review
63%
1st-Timers
77
Maintainers
A TierRust 1.8k 1 GFIs

apache/auron

Apache Auron is an accelerator for big data engines, leveraging native vectorized execution to accelerate query processing.

69.2%
Merge Rate
5h
First Review
83%
1st-Timers
14
Maintainers
A TierScala 9.0k 1 GFIs

delta-io/delta

An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs

59.0%
Merge Rate
-
First Review
62%
1st-Timers
74
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 TierScala 4.2k

JohnSnowLabs/spark-nlp

State of the Art Natural Language Processing

66.7%
Merge Rate
-
First Review
100%
1st-Timers
7
Maintainers
A TierScala 5.2k

microsoft/SynapseML

Simple and Distributed Machine Learning Python Library porting ML algorithms for Spark

72.2%
Merge Rate
-
First Review
100%
1st-Timers
6
Maintainers
A TierJava 137

aehrc/pathling

Tools that make it easier to use FHIR and clinical terminology within data analytics, built on Apache Spark.

77.4%
Merge Rate
6d
First Review
50%
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 TierShell 860

awslabs/data-on-eks

DoEKS is a tool to build, deploy and scale Data Platforms on Amazon EKS

81.5%
Merge Rate
-
First Review
71%
1st-Timers
4
Maintainers
A TierJava 1.5k

projectnessie/nessie

Nessie: Transactional Catalog for Data Lakes with Git-like semantics

88.4%
Merge Rate
-
First Review
50%
1st-Timers
13
Maintainers
A TierC# 285

FirelyTeam/spark

Firely and Incendi's open source FHIR server

96.7%
Merge Rate
-
First Review
100%
1st-Timers
3
Maintainers
A TierRust 3.3k

lakesoul-io/LakeSoul

LakeSoul is an end-to-end, realtime cloud-native Lakehouse framework for fast data ingestion, concurrent updates, incremental analytics, multimodal data processing and vector search — powering next-generation BI and AI workloads.

55.8%
Merge Rate
-
First Review
100%
1st-Timers
3
Maintainers
A TierPython 463 4 GFIs

databrickslabs/dqx

Databricks framework to validate Data Quality of pySpark DataFrames and Tables

35.7%
Merge Rate
3h
First Review
20%
1st-Timers
22
Maintainers
A TierJava 376

apache/incubator-graphar

An open source, standard data file format for graph data storage and retrieval.

58.3%
Merge Rate
<1h
First Review
100%
1st-Timers
5
Maintainers
A TierScala 130

smart-data-lake/smart-data-lake

Smart Automation Tool for building modern Data Lakes and Data Pipelines

86.8%
Merge Rate
-
First Review
100%
1st-Timers
2
Maintainers
A TierPython 3.1k 3 GFIs

kubeflow/spark-operator

Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.

34.9%
Merge Rate
5h
First Review
50%
1st-Timers
30
Maintainers
A TierJava 2.0k

broadinstitute/gatk

Official code repository for GATK versions 4 and up

66.7%
Merge Rate
-
First Review
80%
1st-Timers
11
Maintainers
A TierScala 1.2k

graphframes/graphframes

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

54.5%
Merge Rate
-
First Review
50%
1st-Timers
7
Maintainers
A TierScala 962

apache/livy

Apache Livy is an open source REST interface for interacting with Apache Spark from anywhere.

55.6%
Merge Rate
-
First Review
80%
1st-Timers
7
Maintainers
A TierJava 3.9k

RoaringBitmap/RoaringBitmap

A better compressed bitset in Java: used by Apache Spark, Netflix Atlas, Apache Pinot, Tablesaw, and many others

63.2%
Merge Rate
-
First Review
50%
1st-Timers
5
Maintainers
B TierJava 112

exacaster/lighter

REST API for Apache Spark on K8S or YARN

100.0%
Merge Rate
1h
First Review
100%
1st-Timers
2
Maintainers
A TierGo 26.3k

yeasy/docker_practice

最新Docker容器技术,从真实案例中学习最佳实践!| Learn and understand Docker&Container technologies, with real DevOps practice!

71.4%
Merge Rate
<1h
First Review
100%
1st-Timers
2
Maintainers
A TierJava 1.2k

zinggAI/zingg

Scalable master data management, identity resolution, entity resolution, and deduplication using ML

47.4%
Merge Rate
3d
First Review
67%
1st-Timers
5
Maintainers
A TierJava 248

RumbleDB/rumble

Quick start: pip install jsoniq ⛈️ RumbleDB 3.0.0 "Coast Redwood" 🌳 for Apache Spark | Run queries on your large-scale, messy datasets (JSON, text, CSV, Parquet, Delta...) | Data Lakehouse with Updates, Scripting, Declarative Machine Learning and more

77.0%
Merge Rate
7d
First Review
50%
1st-Timers
4
Maintainers
Best Spark Open Source Repositories & C-Rank™ | GetMerged