1027 Open source projects that are alternatives of or similar to Apache Spark Hands On

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

Hadoop Crypto Ledger - Analyzing CryptoLedgers, such as Bitcoin Blockchain, on Big Data platforms, such as Hadoop/Spark/Flink/Hive

大数据入门指南 ⭐

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

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 .

大数据学习笔记，学习路线，技术案例整理。

基于Spark2.2新闻网大数据实时系统项目

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!

Code Library for My Blog

一个大数据架构师应该掌握的技能

All code samples, scripts and more in-depth examples for The Apache Ignite Book. Include Apache Ignite 2.6 or above

🎯 🌟[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

Big Data Ecosystem Docker

Cookbook to install Hadoop 2.0+ using Chef

DataSphereStudio is a one stop data application development& management portal, covering scenarios including data exchange, desensitization/cleansing, analysis/mining, quality measurement, visualization, and task scheduling.

Data Lineage Tracking And Visualization Solution

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。

Multi docker container images for main Big Data Tools. (Hadoop, Spark, Kafka, HBase, Cassandra, Zookeeper, Zeppelin, Drill, Flink, Hive, Hue, Mesos, ... )

RDMA accelerated, high-performance, scalable and efficient ShuffleManager plugin for Apache Spark

Java开发者或者大数据开发者面试知识点整理

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

HadoopOffice - Analyze Office documents using the Hadoop ecosystem (Spark/Flink/Hive)

深圳地铁大数据客流分析系统🚇🚄🌟

ACID Data Source for Apache Spark based on Hive ACID

Linkis helps easily connect to various back-end computation/storage engines(Spark, Python, TiDB...), exposes various interfaces(REST, JDBC, Java ...), with multi-tenancy, high performance, and resource control.

A luigi powered analytics / warehouse stack

Code snippets for solving common big data problems in various platforms. Inspired by Rosetta Code

Waimak is an open-source framework that makes it easier to create complex data flows in Apache Spark.

Addax is an open source universal ETL tool that supports most of those RDBMS and NoSQLs on the planet, helping you transfer data from any one place to another.

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

A complete (distributed) BigData stack, running in containers

Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)

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

A simple spark standalone cluster for your testing environment purposses

Big Data for Data Engineers Coursera Specialization from Yandex

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).

Datafaker is a large-scale test data and flow test data generation tool. Datafaker fakes data and inserts to varied data sources. 测试数据生成工具

Kyuubi is a unified multi-tenant JDBC interface for large-scale data processing and analytics, built on top of Apache Spark

High Performance HTTP Sidecar Load Balancer

A Spark cluster setup running on Docker containers

Building Large-Scale AI Applications for Distributed Big Data

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

Generic Data Ingestion & Dispersal Library for Hadoop

low-level helpers for Apache Spark libraries and tests

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

Apache Hive

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.

Moonbox is a DVtaaS (Data Virtualization as a Service) Platform

A Docker container with a full Hadoop cluster setup with Spark and Zeppelin

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

大数据生态解决方案数据平台：基于大数据、数据平台、微服务、机器学习、商城、自动化运维、DevOps、容器部署平台、数据平台采集、数据平台存储、数据平台计算、数据平台开发、数据平台应用搭建的大数据解决方案。

💎🔥大数据学习笔记

大数据博客、笔试题、教程、项目、面经的整理

编程电子书，电子书，编程书籍，包括C，C#，Docker，Elasticsearch，Git，Hadoop，HeadFirst，Java，Javascript，jvm，Kafka，Linux，Maven，MongoDB，MyBatis，MySQL，Netty，Nginx，Python，RabbitMQ，Redis，Scala，Solr，Spark，Spring，SpringBoot，SpringCloud，TCPIP，Tomcat，Zookeeper，人工智能，大数据类，并发编程，数据库类，数据挖掘，新面试题，架构设计，算法系列，计算机类，设计模式，软件测试，重构优化，等更多分类

Alluxio, data orchestration for analytics and machine learning in the cloud

Scriptis is for interactive data analysis with script development(SQL, Pyspark, HiveQL), task submission(Spark, Hive), UDF, function, resource management and intelligent diagnosis.

电商用户行为分析大数据平台

An on-line movie recommender using Spark, Python Flask, and the MovieLens dataset

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.