10

8

6

4

2


10.0

10.0
Apache Spark

10.0

10.0
Kafka

9.9

9.9
Flink

9.9

8.6
Deeplearning4J

9.6

2.5
Scalding

9.3
1.7
Summingbird

26 Big Data packages and projects

  • Apache Spark

    10.0 10.0 Scala
    Apache Spark - A unified analytics engine for large-scale data processing

  • Kafka

    10.0 10.0 L2 Java
    Mirror of Apache Kafka

    • Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.
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  • Flink

    9.9 9.9 L2 Java
    Apache Flink

  • Deeplearning4J

    9.9 8.6 L1 Java
    Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learn...

  • Scalding

    9.6 2.5 Scala
    A Scala API for Cascading

  • Summingbird

    9.3 1.7 Scala
    DISCONTINUED. Streaming MapReduce with Scalding and Storm

  • Scio

    9.3 9.3 Scala
    A Scala API for Apache Beam and Google Cloud Dataflow.

  • Reactive-kafka

    8.9 7.7 Scala
    Alpakka Kafka connector - Alpakka is a Reactive Enterprise Integration library for Java and Scala, based on Reactive Streams and Akka.

  • Jupyter Scala

    8.8 8.3 Scala
    A Scala kernel for Jupyter

  • Hail

    8.4 9.3 Python
    Cloud-native genomic dataframes and batch computing

  • BIDMach

    8.2 0.0 Scala
    CPU and GPU-accelerated Machine Learning Library

  • Sparkta

    8.0 0.0 Scala
    Real Time Analytics and Data Pipelines based on Spark Streaming

  • Gearpump

    8.0 0.0 Scala
    Lightweight real-time big data streaming engine over Akka

  • metorikku

    7.4 2.4 Scala
    A simplified, lightweight ETL Framework based on Apache Spark

  • Vegas

    7.4 0.0 Scala
    The missing MatPlotLib for Scala + Spark

  • Scoobi

    6.7 0.0 Scala
    A Scala productivity framework for Hadoop.

  • Scrunch

    5.1 1.4 L3 Java
    DISCONTINUED. Mirror of Apache Crunch (Incubating)

  • Scoozie

    4.7 0.0 Scala
    DISCONTINUED. Scala DSL on top of Oozie XML [GET https://api.github.com/repos/klout/scoozie: 404 - Not Found // See: https://docs.github.com/rest/repos/repos#get-a-repository]

  • Schemer

    3.5 0.0 Scala
    Schema registry for CSV, TSV, JSON, AVRO and Parquet schema. Supports schema inference and GraphQL API.

  • spark-deployer

    3.3 0.0 Scala
    Deploy Spark cluster in an easy way.

  • GridScale

    2.2 7.8 Scala
    Scala library for accessing various file, batch systems, job schedulers and grid middlewares.

  • raster-frames

    2.1 0.0 Scala
    DISCONTINUED. Spark DataFrames for earth observation data

  • Spark Utils

    1.9 4.6 Scala
    Basic framework utilities to quickly start writing production ready Apache Spark applications

  • Sparkplug

    1.8 0.0 Scala
    Spark package to "plug" holes in data using SQL based rules ⚡️ 🔌

  • Shadoop

    1.2 0.0 Scala
    A wrapper for Hadoop in Scala

  • Spark Tools

    0.9 0.0 Scala
    Executable Apache Spark Tools: Format Converter & SQL Processor
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