10

8

6

4

2


10.0

9.9

9.9

9.8

9.9

9.9

9.7

9.9

9.6

7.4

9.3

4.9

21 Big Data packages and projects

  • Apache Spark

    10.0 9.9 Scala
    Big data platform
  • Kafka

    9.9 9.8 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 9.9 L1 Java
    Deep Learning for Java, Scala & Clojure on Hadoop & Spark - From Skymind
  • Flink

    9.7 9.9 L2 Java
    Processing framework with powerful stream- and batch-processing capabilities.
  • Scalding

    9.6 7.4 Scala
    A Scala binding for the Cascading abstraction of Hadoop MapReduce.
  • Summingbird

    9.3 4.9 Scala
    An implementation of the “lambda architecture” as a software abstraction
  • Reactive-kafka

    8.8 7.6 Scala
    Reactive Streams API for Apache Kafka.
  • BIDMach

    8.5 9.4 Jupyter Notebook
    CPU and GPU machine learning library, using JNI for GPU computation.
  • Scio

    8.4 9.5 Scala
    A Scala API for Apache Beam and Google Cloud Dataflow
  • Gearpump

    8.1 0.5 Scala
    Lightweight real-time big data streaming engine
  • Sparkta

    7.8 7.7 Scala
    Real Time Aggregation based on Spark Streaming.
  • Jupyter Scala

    7.5 6.1 Scala
    Lightweight Scala kernel for Jupyter / IPython 3
  • Scoobi

    7.2 0.0 Scala
    Write type-safe Hadoop programs in idiomatic Scala way
  • Hail

    6.5 9.6 Scala
    Scalable genetic data analysis
  • Scrunch

    4.7 4.7 L3 Java
    A Scala wrapper for Apache Crunch which provides a framework for writing, testing, and running MapReduce pipelines.
  • Scoozie

    4.6 0.0 Scala
    Scala DSL on top of Oozie XML
  • spark-deployer

    3.5 0.0 Scala
    A sbt plugin which helps deploying Apache Spark stand-alone cluster and submitting job on cloud system like AWS EC2.
  • metorikku

    2.3 6.7 Scala
    A simplified, lightweight ELT Framework based on Apache Spark
  • Shadoop

    1.6 0.0 Scala
    A Scala DSL for Hadoop MapReduce.
  • GridScale

    1.2 8.4 Java
    A Scala API for computing clusters and grids.
  • Sparkplug

    1.1 8.2 Scala
    Spark package to "plug" holes in data using SQL based rules

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