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Awesome

An open API service indexing awesome lists of open source software.

awesome-hadoop

A curated list of amazingly awesome Hadoop and Hadoop ecosystem resources
https://github.com/eric-erki/awesome-hadoop

Last synced: 6 days ago
JSON representation

  • Benchmark

    • Big Data Benchmark
    • Big-Bench
    • YCSB - The Yahoo! Cloud Serving Benchmark (YCSB) is an open-source specification and program suite for evaluating retrieval and maintenance capabilities of computer programs. It is often used to compare relative performance of NoSQL database management systems.
    • HiBench

  • Books

  • Data Ingestion and Integration

  • Data Management

    • Apache Kudu - Kudu provides a combination of fast inserts/updates and efficient columnar scans to enable multiple real-time analytic workloads across a single storage layer, complementing HDFS and Apache HBase.
    • Confluent Schema registry for Kafka - Schema Registry provides a serving layer for your metadata. It provides a RESTful interface for storing and retrieving Avro schemas.
    • Hortonworks Schema Registry - Schema Registry is a framework to build metadata repositories.

  • Distributed Computing and Programming

    • Apache Livy (incubating) - Apache Livy (incubating) is web service that exposes a REST interface for managing long running Apache Spark contexts in your cluster. With Livy, new applications can be built on top of Apache Spark that require fine grained interaction with many Spark contexts.
    • SparkHub - A community site for Apache Spark
    • Cascading - Cascading is the proven application development platform for building data applications on Hadoop.
    • Spark Packages - A community index of packages for Apache Spark

  • DSL

    • packetpig - Open Source Big Data Security Analytics
    • akela - Mozilla's utility library for Hadoop, HBase, Pig, etc.
    • Lipstick - Pig workflow visualization tool. [Introducing Lipstick on A(pache) Pig](http://techblog.netflix.com/2013/06/introducing-lipstick-on-apache-pig.html)
    • PigPen - PigPen is map-reduce for Clojure, or distributed Clojure. It compiles to Apache Pig, but you don't need to know much about Pig to use it.
    • Apache Pig - Apache Pig

  • Hadoop

    • Elasticsearch Hadoop - Elasticsearch real-time search and analytics natively integrated with Hadoop. Supports Map/Reduce, Cascading, Apache Hive and Apache Pig.
    • hadoopy - Python MapReduce library written in Cython.
    • Genie - Genie provides REST-ful APIs to run Hadoop, Hive and Pig jobs, and to manage multiple Hadoop resources and perform job submissions across them.
    • Crunch - Go-based toolkit for ETL and feature extraction on Hadoop
    • GIS Tools for Hadoop - Big Data Spatial Analytics for the Hadoop Framework
    • White Elephant - Hadoop log aggregator and dashboard

  • Hadoop and Big Data Events

  • Libraries and Tools

  • Machine learning and Big Data analytics

    • MLlib - MLlib is Apache Spark's scalable machine learning library.
    • R - R is a free software environment for statistical computing and graphics.
    • RHadoop
    • Apache SINGA (incubating) - SINGA is a general distributed deep learning platform for training big deep learning models over large datasets
    • BigDL - BigDL is a distributed deep learning library for Apache Spark; with BigDL, users can write their deep learning applications as standard Spark programs, which can directly run on top of existing Spark or Hadoop clusters.
    • Oryx 2 - Lambda architecture on Spark, Kafka for real-time large scale machine learning

  • Misc.

  • NoSQL

    • Apache Accumulo - The Apache Accumulo™ sorted, distributed key/value store is a robust, scalable, high performance data storage and retrieval system.
    • Hannibal - Hannibal is tool to help monitor and maintain HBase-Clusters that are configured for manual splitting.
    • Haeinsa - Haeinsa is linearly scalable multi-row, multi-table transaction library for HBase
    • hindex - Secondary Index for HBase
    • OpenTSDB - The Scalable Time Series Database
    • happybase - A developer-friendly Python library to interact with Apache HBase.

  • Packaging, Provisioning and Monitoring

    • inviso - Inviso is a lightweight tool that provides the ability to search for Hadoop jobs, visualize the performance, and view cluster utilization.
    • Ganglia Monitoring System
    • Apache Bigtop - Apache Bigtop: Packaging and tests of the Apache Hadoop ecosystem

  • Realtime Data Processing

    • Apache Flink - Apache Flink is a platform for efficient, distributed, general-purpose data processing. It supports exactly once stream processing.
    • Apache Storm

  • Security

    • Apache Knox Gateway - A REST API Gateway for interacting with Hadoop clusters.
    • Project Rhino - Intel's open source effort to enhance the existing data protection capabilities of the Hadoop ecosystem to address security and compliance challenges, and contribute the code back to Apache.

  • SQL on Hadoop

    • Apache Impala - Apache Impala is an open source massively parallel processing (MPP) SQL query engine for data stored in a computer cluster running Apache Hadoop. Impala has been described as the open-source equivalent of Google F1, which inspired its development in 2012.
    • Presto - Distributed SQL Query Engine for Big Data. Open sourced by Facebook.
    • Apache Drill - Schema-free SQL Query Engine
    • Lingual - SQL interface for Cascading (MR/Tez job generator)

  • Websites

  • Workflow, Lifecycle and Governance

    • Apache AirFlow - Airflow is a workflow automation and scheduling system that can be used to author and manage data pipelines
    • Luigi - Python package that helps you build complex pipelines of batch jobs
    • Apache Oozie - Apache Oozie

  • YARN

Programming Languages
Java 12 JavaScript 3 Go 2 C 1 Python 1 C# 1 Clojure 1 Ruby 1
Categories
Misc. 10 Libraries and Tools 10 NoSQL 6 Books 6 Websites 6 Machine learning and Big Data analytics 6 Hadoop 6 DSL 5 SQL on Hadoop 4 Benchmark 4 Distributed Computing and Programming 4 Hadoop and Big Data Events 3 Data Management 3 Workflow, Lifecycle and Governance 3 Packaging, Provisioning and Monitoring 3 Realtime Data Processing 2 Security 2 Data Ingestion and Integration 2 Search 2 YARN 1
Sub Categories
Keywords
kafka 3 java 2 schema-registry 2 schemas 2 configuration-management 1 configuration 1 cloud 1 bigdata 1 big-data 1 oryx 1 machine-learning 1 lambda-architecture 1 cloudera 1 apache-spark 1 apache-kafka 1 schema 1 rest-api 1 protobuf-schema 1 protobuf 1 json-schema 1 json 1 confluent 1 avro-schema 1 storm 1 spark-streaming 1 metadata 1 kinesis 1 flink 1 rabbitmq 1 flume 1 hdfs 1 go 1 commandline 1 sqlalchemy 1 python 1 presto 1 hiveserver2 1 hive 1 dbapi 1 spring-boot 1 orchestration 1 netflixoss 1 netflix-oss 1 microservices 1 microservice 1 distributed-systems 1 avro 1