Scala Big Data

26 Big Data packages and projects

• Apache Spark

  10.0 10.0 Scala

  Big data platform
  

• Kafka

  10.0 9.9 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.
  

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• Flink

  9.9 10.0 L2 Java

  Processing framework with powerful stream- and batch-processing capabilities.
  

• Deeplearning4J

  9.9 9.7 L1 Java

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

• Scalding

  9.6 1.9 Scala

  A Scala binding for the Cascading abstraction of Hadoop MapReduce.
  

• Summingbird

  9.3 0.0 Scala

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

• Scio

  9.3 9.6 Scala

  A Scala API for Apache Beam and Google Cloud Dataflow
  

• Reactive-kafka

  8.9 8.5 Scala

  Reactive Streams API for Apache Kafka.
  

• Jupyter Scala

  8.7 8.6 Scala

  Lightweight Scala kernel for Jupyter / IPython 3
  

• BIDMach

  8.3 0.1 Scala

  CPU and GPU machine learning library, using JNI for GPU computation.
  

• Gearpump

  8.2 0.0 Scala

  Lightweight real-time big data streaming engine
  

• Sparkta

  8.1 0.0 Scala

  Real Time Aggregation based on Spark Streaming.
  

• Hail

  8.0 9.9 Python

  Scalable genetic data analysis
  

• Vegas

  7.6 0.0 Scala

  The missing MatPlotLib for Scala + Spark
  

• Scoobi

  7.0 0.0 Scala

  Write type-safe Hadoop programs in idiomatic Scala way
  

• metorikku

  6.6 8.3 Scala

  A simplified, lightweight ELT Framework based on Apache Spark
  

• Scrunch

  5.1 1.4 L3 Java

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

• Scoozie

  4.8 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.
  

• Schemer

  3.4 0.0 Scala

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

• GridScale

  2.1 5.0 Scala

  A Scala API for computing clusters and grids.
  

• raster-frames

  2.1 0.0 Scala

  Spark DataFrames for earth observation data

• Sparkplug

  1.9 0.9 Scala

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

• Spark Utils

  1.8 1.6 Scala

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

• Shadoop

  1.5 0.0 Scala

  A Scala DSL for Hadoop MapReduce.

• Spark Tools

  1.1 1.6 Scala

  Executable Apache Spark Tools: Format Converter & SQL Processor

* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest. Visit our partner's website for more details.

Popular Comparisons

• Scalding
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  Apache Spark
• Apache Spark
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• Gearpump
  vs
  Flink
• Gearpump
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  Apache Spark
• Gearpump
  vs
  Kafka

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