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#big-data

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

60 records
Tagged “big-data”Ranked by health index
crates.io · PyPI
99Exceptionalhealth index
apache/datafusion
Apache DataFusion SQL Query Engine
Rust★ 9,211↓ 18.6K/moAug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
PyPI · crates.io
98Exceptionalhealth index
Eventual-Inc/Daft
High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale
Rust · Python · Jupyter Notebook★ 5,731↓ 6.3M/moAug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
crates.io · PyPI
98Exceptionalhealth index
apache/datafusion-ballista
Apache DataFusion Ballista Distributed Query Engine
Rust★ 2,134↓ 64/moSep 12, 2026
Apache-2.0Sep 12, 2026 · metrics 2.10.0
crates.io
98Exceptionalhealth index
apache/datafusion-sqlparser-rs
Extensible SQL Lexer and Parser for Rust
Rust★ 3,455↓ 4M/moSep 15, 2026
Apache-2.0Sep 15, 2026 · metrics 2.10.0
PyPI · npm
98Exceptionalhealth index
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
Scala · Java★ 8,996↓ 37M/moSep 15, 2026
Apache-2.0Sep 15, 2026 · metrics 2.10.0
PyPI · npm · Go +1
98Exceptionalhealth index
feast-dev/feast
The Open Source Feature Store for AI/ML
Python · Go · TypeScript★ 7,233↓ 841.1K/moAug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
PyPI
98Exceptionalhealth index
man-group/ArcticDB
ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.
C++ · Python★ 2,509↓ 249.4K/moSep 8, 2026
Custom licenseSep 8, 2026 · metrics 2.10.0
Maven · PyPI
98Exceptionalhealth index
prestodb/presto
The official home of the Presto distributed SQL query engine for big data
Java★ 16.7KSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
Maven
98Exceptionalhealth index
trinodb/trino
Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)
Java★ 13.2KAug 27, 2026
Apache-2.0Aug 27, 2026 · metrics 2.10.0
Go · Maven
97Exceptionalhealth index
apache/beam
Apache Beam is a unified programming model for Batch and Streaming data processing.
Java · Python★ 8,653Aug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
npm · PyPI
97Exceptionalhealth index
microsoft/SynapseML
Simple and Distributed Machine Learning Python Library porting ML algorithms for Spark
Scala · Python★ 5,247Sep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
Maven · PyPI
96Exceptionalhealth index
StarRocks/starrocks
The world's fastest open query engine for sub-second analytics both on and off the data lakehouse. With the flexibility to support nearly any scenario, StarRocks provides best-in-class performance for multi-dimensional analytics, real-time analytics, and ad-hoc queries. A Linux Foundation project.
Java · C++★ 12.1KSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
Maven
96Exceptionalhealth index
apache/bookkeeper
Apache BookKeeper - a scalable, fault tolerant and low latency storage service optimized for append-only workloads
Java★ 2,015Oct 19, 2026
Apache-2.0Oct 19, 2026 · metrics 2.10.0
Maven · npm · PyPI
96Exceptionalhealth index
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.
Java · Python★ 3,425Oct 19, 2026
Apache-2.0Oct 19, 2026 · metrics 2.10.0
Maven · npm · PyPI +1
96Exceptionalhealth index
apache/spark
Apache Spark - A unified analytics engine for large-scale data processing
Scala · Python★ 44KSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
PyPI
96Exceptionalhealth index
graphframes/graphframes
GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs
Scala · Python★ 1,207Sep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
crates.io
96Exceptionalhealth index
quickwit-oss/quickwit
Cloud-native OSS search engine for observability
Rust★ 11.7K↓ 365/moSep 18, 2026
Apache-2.0Sep 18, 2026 · metrics 2.10.0
Maven · RubyGems
96Exceptionalhealth index
vespa-engine/vespa
The AI search platform
Java · C++★ 7,118Oct 3, 2026
Apache-2.0Oct 3, 2026 · metrics 2.10.0
PyPI · Go · Maven +1
95Exceptionalhealth index
apache/tsfile
Apache TsFile
Java · C++★ 202↓ 4,682/moSep 14, 2026
Apache-2.0Sep 14, 2026 · metrics 2.10.0
Maven
94Exceptionalhealth index
apache/hugegraph
A graph database that supports more than 100+ billion data, high performance and scalability (Include OLTP Engine & REST-API & Backends)
Java★ 3,184Sep 19, 2026
Apache-2.0Sep 19, 2026 · metrics 2.10.0
crates.io · Go · PyPI
94Exceptionalhealth index
apache/paimon-rust
Apache Paimon Rust The rust implementation of Apache Paimon.
Rust★ 198↓ 2,419/moSep 19, 2026
Apache-2.0Sep 19, 2026 · metrics 2.10.0
PyPI
94Exceptionalhealth index
cython/cython
The most widely used Python to C compiler
Cython · Python★ 10.8KAug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
Maven
93Exceptionalhealth index
alibaba/fastjson2
🚄 FASTJSON2 is a Java JSON library with excellent performance.
Java★ 4,397Aug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
Maven · PyPI
93Exceptionalhealth index
apache/flink
Apache Flink
Java★ 26.3KSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
crates.io
92Excellenthealth index
reductstore/reductstore
High-performance, time-indexed object storage for robotics and industrial IoT
Rust★ 375↓ 60/moOct 21, 2026
Apache-2.0Oct 21, 2026 · metrics 2.10.0
NuGet
91Excellenthealth index
G-Research/ParquetSharp
ParquetSharp is a .NET library for reading and writing Apache Parquet files.
C# · C++★ 257Sep 7, 2026
Apache-2.0Sep 7, 2026 · metrics 2.10.0
Maven · RubyGems
91Excellenthealth index
apache/calcite
Apache Calcite
Java★ 5,195Oct 20, 2026
Apache-2.0Oct 20, 2026 · metrics 2.10.0
PyPI
91Excellenthealth index
delta-io/delta-sharing
An open protocol for secure data sharing
Scala · Python★ 960↓ 940.9K/moOct 20, 2026
Apache-2.0Oct 20, 2026 · metrics 2.10.0
Maven
91Excellenthealth index
hazelcast/hazelcast
Hazelcast is a unified real-time data platform combining stream processing with a fast data store, allowing customers to act instantly on data-in-motion for real-time insights.
Java★ 6,622Oct 20, 2026
Custom licenseOct 20, 2026 · metrics 2.10.0
npm
91Excellenthealth index
visgl/loaders.gl
Loaders for big data visualization. Website:
TypeScript★ 855↓ 6.6M/moSep 20, 2026
Custom licenseSep 20, 2026 · metrics 2.10.0