676 Open source projects that are alternatives of or similar to Learning Spark

🎯 🌟[大数据面试题]分享自己在网络上收集的大数据相关的面试题以及自己的答案总结.目前包含Hadoop/Hive/Spark/Flink/Hbase/Kafka/Zookeeper框架的面试题知识总结

80+ DevOps & Data CLI Tools - AWS, GCP, GCF Python Cloud Function, Log Anonymizer, Spark, Hadoop, HBase, Hive, Impala, Linux, Docker, Spark Data Converters & Validators (Avro/Parquet/JSON/CSV/INI/XML/YAML), Travis CI, AWS CloudFormation, Elasticsearch, Solr etc.

A complete (distributed) BigData stack, running in containers

专注大数据学习面试，大数据成神之路开启。Flink/Spark/Hadoop/Hbase/Hive...

大数据入门指南 ⭐

WASP is a framework to build complex real time big data applications. It relies on a kind of Kappa/Lambda architecture mainly leveraging Kafka and Spark. If you need to ingest huge amount of heterogeneous data and analyze them through complex pipelines, this is the framework for you.

个人学习知识库涉及到数据仓库建模、实时计算、大数据、Java、算法等。

Big Data Ecosystem Docker

基于wifi抓取信息的大数据查询分析系统

Fast Data Cluster (Apache Cassandra, Kafka, Spark, Flink, YARN and HDFS with Vagrant and VirtualBox)

Code Library for My Blog

Open-source distribute workflow schedule tools, also support streaming task.

简单的可视化湖州通话数据 假设数据量很大，没法用浏览器直接绘制热力图，把绘制热力图这一步骤放到线下计算分析。使用Apache Spark并行计算数据之后，再使用Apache Spark绘制热力图，然后用leafletjs加载OpenStreetMap图层和热力图图层，以达到良好的交互效果。现在使用Apache Spark实现绘制，可能是Apache Spark不擅长这方面的计算或者是我没有设计好算法，并行计算的速度比不上单机计算。Apache Spark绘制热力图和计算代码在这 https://github.com/yuanzhaokang/ParallelizeHeatmap.git .

Production Ready Data Integration Product, documentation：

深圳地铁大数据客流分析系统🚇🚄🌟

一个对用户行为日志进行分析的大数据项目

基于Spark2.2新闻网大数据实时系统项目

A complete example of a big data application using : Kubernetes (kops/aws), Apache Spark SQL/Streaming/MLib, Apache Flink, Scala, Python, Apache Kafka, Apache Hbase, Apache Parquet, Apache Avro, Apache Storm, Twitter Api, MongoDB, NodeJS, Angular, GraphQL

WeDataSphere is a financial level one-stop open-source suitcase for big data platforms. Currently the source code of Scriptis and Linkis has already been released to the open-source community. WeDataSphere, Big Data Made Easy!

大数据学习，从零开始学习大数据，包含大数据学习各阶段学习视频、面试资料

A pandas-like deferred expression system, with first-class SQL support

A big data platform for analyzing web access logs

50+ DockerHub public images for Docker & Kubernetes - Hadoop, Kafka, ZooKeeper, HBase, Cassandra, Solr, SolrCloud, Presto, Apache Drill, Nifi, Spark, Consul, Riak, TeamCity and DevOps tools built on the major Linux distros: Alpine, CentOS, Debian, Fedora, Ubuntu

A large-scale entity and relation database supporting aggregation of properties

Fundamentals of Spark with Python (using PySpark), code examples

Big Data Processing Framework - Unified Data API or SQL on Any Storage

Real Time Analytics and Data Pipelines based on Spark Streaming

💎🔥大数据学习笔记

Cookbook to install Hadoop 2.0+ using Chef

Example projects for 'BigInsights for Apache Hadoop' on IBM Bluemix

Data Analysis Using Hadoop/Spark/Storm/ElasticSearch/MachineLearning etc. This is My Daily Notes/Code/Demo. Don't fork, Just star !

C# and F# language binding and extensions to Apache Spark

Hadoop splittable InputFormat for ROS. Process rosbag with Hadoop Spark and other HDFS compatible systems.

A set of commands for managing CDH clusters using Cloudera Manager REST API.

Mount HDFS with fuse, works with kerberos!

Fast desktop client for Hadoop Distributed File System

云计算之hadoop、hive、hue、oozie、sqoop、hbase、zookeeper环境搭建及配置文件

Bucketing and partitioning system for Parquet

Kylo is a data lake management software platform and framework for enabling scalable enterprise-class data lakes on big data technologies such as Teradata, Apache Spark and/or Hadoop. Kylo is licensed under Apache 2.0. Contributed by Teradata Inc.

tools for bigData

基于开源Litemall电商项目的大数据项目，包含前端埋点(openresty+lua)、后端埋点；数据仓库(五层)、实时计算和用户画像。大数据平台采用CDH6.3.2(已使用vagrant+ansible脚本化)，同时也包含了Azkaban的workflow。

low-level helpers for Apache Spark libraries and tests

MapReduce, Spark, Java, and Scala for Data Algorithms Book

The Archives Unleashed Toolkit is an open-source toolkit for analyzing web archives.

Minikube for big data with Scala and Spark

Docker build project to setup a lightweight hadoop cluster containing hadoop, pig, zookeeper, hbase, phoenix, storm, kafka, kafka manager

Connect Spark to HBase for reading and writing data with ease

Spark RDD to read, write and delete from HBase

Create clusters of VMs on the cloud and configure them with Ansible.

Hadoop WebHDFS output plugin for Fluentd

Basin is a visual programming editor for building Spark and PySpark pipelines. Easily build, debug, and deploy complex ETL pipelines from your browser

Data Lineage Tracking And Visualization Solution

High performance HBase / Spark SQL engine

Building Large-Scale AI Applications for Distributed Big Data

ArcGIS GeoEvent Server sample Hadoop connector for storing GeoEvents in HDFS.

一个大数据架构师应该掌握的技能

Iceberg is a table format for large, slow-moving tabular data

Kafka Connect HDFS connector

Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logistic Regression, Gradient Boosting Soft Tree, Factorization Machines, Field-aware Factorization Machines, Logistic Regression, Softmax).