1495 Open source projects that are alternatives of or similar to Spark Website

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

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

A simplified, lightweight ETL Framework based on Apache Spark

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

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

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

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.

ACID Data Source for Apache Spark based on Hive ACID

H2 is an embeddable RDBMS written in Java.

Ebean ORM

Research on distributed system

JayDeBeApi module allows you to connect from Python code to databases using Java JDBC. It provides a Python DB-API v2.0 to that database.

ClickHouse® is a free analytics DBMS for big data

A complete (distributed) BigData stack, running in containers

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 .

Big Data for Data Engineers Coursera Specialization from Yandex

requery - modern SQL based query & persistence for Java / Kotlin / Android

If you are using JPA and Hibernate, this tool can auto-detect N+1 query issues during testing.

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

DAO oriented database mapping framework for Java 8+

ClickHouse Native Protocol JDBC implementation

RSparkling: Use H2O Sparkling Water from R (Spark + R + Machine Learning)

jOOQ is the best way to write SQL in Java

Geo Spatial Data Analytics on Spark

Next generation tool for decentralized exchange and transformation of semi-structured data

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

SQL Tools ( Dialect, Pagination, DDL dump, UrlParser, SqlStatementParser, WallFilter, BatchExecutor for Test) based Java. it is easy to integration into any ORM frameworks

QuickPerf is a testing library for Java to quickly evaluate and improve some performance-related properties

❄️ 🐳 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

Comparison of non-JPA SQL mapping frameworks for Java (Jooq, Spring JDBCTemplate, MyBatis, EBean, JDBI, Speedment, sql2o)

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

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.

Enabling queries on compressed data.

Apache Calcite

CrateDB is a distributed SQL database that makes it simple to store and analyze massive amounts of data in real-time.

ClojureQL is superior SQL integration for Clojure

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

Database-independent migration library

DataFusion has now been donated to the Apache Arrow project

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

Stream computing platform for bigdata

Ahead of Time Data Repositories

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.

Server for the ListenBrainz project

Apache Beam is a unified programming model for Batch and Streaming

Apache Ignite

Collection of best practices for Java persistence performance in Spring Boot applications

Database Subsetting and Relational Data Browsing Tool.

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.

Building Large-Scale AI Applications for Distributed Big Data

Parquet file generator

Apache Spark 官方文档中文版

A heterogeneous Apache Spark framework.

MySQL Proxy using Java NIO based on Sharding SQL,Calcite ,simple and fast

Mirror of Apache Phoenix

Demo applications and code examples for Confluent Platform and Apache Kafka

A Spark cluster setup running on Docker containers

轻量级JAVA持久层，类似Mybatis一样的用法，基于SpringJdbc实现更轻量

A Presto client for the Go programming language.

Apache Hive