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

This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]

Spark structured streaming examples with using of version 3.0.0

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

This is the development repository of SparkMeasure, a tool for performance troubleshooting of Apache Spark workloads. It simplifies the collection and analysis of Spark task metrics data.

Map Reduce Implementation of Connected Component on Apache Spark

Easy CPU Profiling for Apache Spark applications

Interactive and Reactive Data Science using Scala and Spark.

The Internals of Apache Spark

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

Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

A list about Apache Kafka

Spark in Action, 2nd edition - chapter 1 - Introduction

This is an example of real time stream processing using Spark Streaming, Kafka & Elasticsearch.

A boilerplate for writing PySpark Jobs

Natural Korean Processor for Apache Spark

Spark Gotchas. A subjective compilation of the Apache Spark tips and tricks

Plot live-stats as graph from ApacheSpark application using Lightning-viz

🏐 Apache Parquet for modern .NET

A curated list of Pulsar tools, integrations and resources.

Structural Bioinformatics Training Workshop & Hackathon 2018

R interface for Apache Spark

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 .

Example Maven configuration for a Spark, Scala project

Spark-Transformers: Library for exporting Apache Spark MLLIB models to use them in any Java application with no other dependencies.

Streaming System 相关的论文读物

Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition

Apache Spark Course Material

Distributed Bayesian Entity Resolution in Apache Spark

The Internals of Spark Structured Streaming

A curated list of awesome Apache Spark packages and resources.

Wirbelsturm is a Vagrant and Puppet based tool to perform 1-click local and remote deployments, with a focus on big data tech like Kafka.

Cloud-based SQL engine using SPARK where data is accessible as JDBC/ODBC data source via Spark ThriftServer.

酷玩 Spark: Spark 源代码解析、Spark 类库等

Open source platform for the machine learning lifecycle

Serverless proxy for Spark cluster

Apache Zeppelin notebooks for Recommendation Engines using Keras and Machine Learning on Apache Spark

Morpheus brings the leading graph query language, Cypher, onto the leading distributed processing platform, Spark.

(Deprecated) Scikit-learn integration package for Apache Spark

Easy to use library to bring Tensorflow on Apache Spark

Spark Application for analysis of Apache Access logs and detect anamolies! Along with Medium Article.

A guide on how to set up Jupyter with Pyspark painlessly on AWS EC2 clusters, with S3 I/O support

A framework for writing Spark 2.x applications in a pretty way

Automatically setup a productive development environment with Ansible on macOS

An end-to-end GoodReads Data Pipeline for Building Data Lake, Data Warehouse and Analytics Platform.

Asynchronous actions for PySpark

This application comes as Spark2.1-as-Service-Provider using an embedded, Reactive-Streams-based, fully asynchronous HTTP server

Simple demonstration of how to build a complex real time machine learning visualization tool.

Code examples that show to integrate Apache Kafka 0.8+ with Apache Storm 0.9+ and Apache Spark Streaming 1.1+, while using Apache Avro as the data serialization format.

Apache Spark in your IDE with gradle

When Apache Pulsar meets Apache Spark

PySpark Cheat Sheet - example code to help you learn PySpark and develop apps faster

A command-line tool for launching Apache Spark clusters.

Operator for managing the Spark clusters on Kubernetes and OpenShift.

SparkTDA is a package for Apache Spark providing Topological Data Analysis Functionalities.

REST web service for the true real-time scoring (<1 ms) of Scikit-Learn, R and Apache Spark models

Apache (Py)Spark type annotations (stub files).

Custom state store providers for Apache Spark

PySpark + Scikit-learn = Sparkit-learn

Spark examples

Haskell on Apache Spark.