10

8

6

4

2


10.0

9.9
Apache Spark

10.0

9.7
Kafka

9.9

6.3
Deeplearning4J

9.9

9.9
Flink

9.6

6.7
Scalding

9.3

3.1
Summingbird

23 Big Data packages and projects

  • Apache Spark

    10.0 9.9 Scala
    Big data platform

  • Kafka

    10.0 9.7 L2 Java
    Kafka is a message broker project and aims to provide a unified, high-throughput, low-latency platform for handling real-time data feeds.

  • Deeplearning4J

    9.9 6.3 L1 Java
    Deep Learning for Java, Scala & Clojure on Hadoop & Spark - From Skymind

  • Flink

    9.9 9.9 L2 Java
    Processing framework with powerful stream- and batch-processing capabilities.

  • Scalding

    9.6 6.7 Scala
    A Scala binding for the Cascading abstraction of Hadoop MapReduce.

  • Summingbird

    9.3 3.1 Scala
    An implementation of the “lambda architecture” as a software abstraction

  • Scio

    9.0 9.5 Scala
    A Scala API for Apache Beam and Google Cloud Dataflow

  • Reactive-kafka

    8.9 9.0 Scala
    Reactive Streams API for Apache Kafka.

  • Jupyter Scala

    8.3 8.9 Scala
    Lightweight Scala kernel for Jupyter / IPython 3

  • BIDMach

    8.2 8.6 Jupyter Notebook
    CPU and GPU machine learning library, using JNI for GPU computation.

  • Gearpump

    8.0 7.0 Scala
    Lightweight real-time big data streaming engine

  • Sparkta

    7.9 0.0 Scala
    Real Time Aggregation based on Spark Streaming.

  • Hail

    7.3 9.9 Scala
    Scalable genetic data analysis

  • Vegas

    7.2 2.7 Scala
    The missing MatPlotLib for Scala + Spark

  • Scoobi

    6.9 0.0 Scala
    Write type-safe Hadoop programs in idiomatic Scala way

  • Scrunch

    4.8 4.3 L3 Java
    A Scala wrapper for Apache Crunch which provides a framework for writing, testing, and running MapReduce pipelines.

  • Scoozie

    4.5 0.0 Scala
    Scala DSL on top of Oozie XML

  • metorikku

    4.0 8.5 Scala
    A simplified, lightweight ELT Framework based on Apache Spark

  • spark-deployer

    3.2 0.0 Scala
    A sbt plugin which helps deploying Apache Spark stand-alone cluster and submitting job on cloud system like AWS EC2.

  • raster-frames

    1.8 0.0 Scala
    Spark DataFrames for earth observation data

  • Shadoop

    1.5 0.0 Scala
    A Scala DSL for Hadoop MapReduce.

  • GridScale

    1.5 6.4 Java
    A Scala API for computing clusters and grids.

  • Sparkplug

    1.3 0.0 Scala
    Spark package to "plug" holes in data using SQL based rules
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