1272 Open source projects that are alternatives of or similar to Docker Spark Cluster

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.

A complete (distributed) BigData stack, running in containers

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

大数据入门指南 ⭐

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

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 .

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.

Building Large-Scale AI Applications for Distributed Big Data

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

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

ACID Data Source for Apache Spark based on Hive ACID

OLAP and ETL of Big Data

Code Library for My Blog

基于Spark2.2新闻网大数据实时系统项目

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

Enabling queries on compressed data.

MooseFS – Open Source, Petabyte, Fault-Tolerant, Highly Performing, Scalable Network Distributed File System (Software-Defined Storage)

Apache Tez

Scalable, redundant, and distributed object store for Apache Hadoop

Spark-Crawler: Apache Nutch-like crawler that runs on Apache Spark.

Apache Hive

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

A simplified, lightweight ETL Framework based on Apache Spark

Apache Ignite

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

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

low-level helpers for Apache Spark libraries and tests

❄️ 🐳 Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing that are baked in the oven to be Native on Kubernetes and Docker with Python, R, Scala, Java, C#, Go, Julia, C++ etc

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

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

Geo Spatial Data Analytics on Spark

电商用户行为分析大数据平台

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

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

An open-source storage layer that brings scalable, ACID transactions to Apache Spark™ and big data workloads.

Data Lineage Tracking And Visualization Solution

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).

A tool for provisioning and managing Apache Hadoop clusters in the cloud. Cloudbreak, as part of the Hortonworks Data Platform, makes it easy to provision, configure and elastically grow HDP clusters on cloud infrastructure. Cloudbreak can be used to provision Hadoop across cloud infrastructure providers including AWS, Azure, GCP and OpenStack.

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!

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

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

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

Apache ORC - the smallest, fastest columnar storage for Hadoop workloads

A collection of tutorials on Hadoop, MapReduce, Spark, Docker

Server for the ListenBrainz project

Generic Data Ingestion & Dispersal Library for Hadoop

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.

Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

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

Kafka Connect HDFS connector

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.

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

🎯 🌟[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

按知识领域整理面试题，包括C++、Java、Hadoop、机器学习等

深圳地铁大数据客流分析系统🚇🚄🌟

A heterogeneous Apache Spark framework.

Apache Spark - A unified analytics engine for large-scale data processing

零基础学习spark，大数据学习

clusterdock is a framework for creating Docker-based container clusters

Samples to the Oracle Big Data Lite VM