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Apache Spark

Apache Spark is an open source distributed general-purpose cluster-computing framework. It provides an interface for programming entire clusters with implicit data parallelism and fault tolerance.

GitHub: https://github.com/topics/spark
Wikipedia: https://en.wikipedia.org/wiki/Apache_Spark
Repo: https://github.com/apache/spark
Created by: Matei Zaharia
Released: May 26, 2014
Related Topics: scala, hadoop,
Aliases: apache-spark,
Last updated: 2025-02-13 00:28:14 UTC
JSON Representation

https://github.com/yandex-cloud/yc-delta

Delta Lake для Yandex Data Processing

delta delta-lake deltalake spark yandex-cloud

Last synced: 11 Nov 2024

https://github.com/sircamp/spark-pspectrum

P-spectrum embedding and sequence relaxation for NLP in Spark

big-data machine-learning nlp nlp-machine-learning sequence-relaxation spark spark-ml spectrum

Last synced: 20 Jan 2025

https://github.com/exacaster/markdown_frames

Markdown tables parsing to pySpark/Pandas DataFrames

pyspark pytest spark

Last synced: 11 Nov 2024

https://github.com/colemurray/movie-rec-tutorial

cloud-infrastructure google-dataproc machine-learning spark tutorial

Last synced: 13 Dec 2024

https://github.com/michabirklbauer/mahout_docker

Running Apache Mahout in Docker.

apache docker dockerfile hadoop mahout maven spark

Last synced: 04 Jan 2025

https://github.com/tayeva/satellite-kafka-spark-delta-lake-pipeline-example

Demo App - Satellite Produce Consumer App

cpp17 delta-lake docker docker-compose flatbuffers java kafka parquet scala spark spark-streaming

Last synced: 12 Feb 2025

https://github.com/ging/fiware-cosmos

The Cosmos Generic Enabler enables an easier BigData analysis over context integrated with some of the most popular BigData platforms.

analysis big-data fiware fiware-cosmos flink processing real-time-analytics spark streaming-engine

Last synced: 01 Nov 2024

https://github.com/lgautier/pragmatic-polyglot-data-analysis

Docker container for off-the-shelf jupyter notebook + Python + R + Spark/pyspark + LLVM

docker-container jupyter-notebook python r spark

Last synced: 10 Nov 2024

https://github.com/vanessaaleung/ad-ctr-prediction

Ads Click-Through-Rate Prediction

ctr deep-learning prediction python scikit-learn spark

Last synced: 08 Jan 2025

https://github.com/wlongxiang/pyspark_docker

Run pyspark cluster with docker on your local laptop

docker docker-compose pyspark pyspark-docker pyspark-tutorial spark

Last synced: 17 Dec 2024

https://github.com/orvillex/bigdata

主要汇集了较新版的各类大数据组件的使用教程，包含但不限定MapReduce、HBase、Spark等相关主流技术。后续还将持续更进Flink等当前流行的实时计算框架。

bigdata hbase java mapreduce spark

Last synced: 25 Jan 2025

https://github.com/conema/spark-terraform

This project create an Hadoop and Spark cluster on Amazon AWS with Terraform

aws cluster hadoop hadoop-cluster hcl spark spark-clusters terraform

Last synced: 20 Nov 2024

https://github.com/mobiletelesystems/spark-dialect-extension

Package extending the default dialect capabilities for Spark.

etl etl-components plugin-system spark

Last synced: 11 Oct 2024

https://github.com/logikal-io/mindlab

Data science toolbox

data jupyterlab python spark

Last synced: 12 Oct 2024

https://github.com/easonlai/databricks_odbc_connection_to_azure_sql_db_with_azure_ad_user_access_token

Making ODBC connection from Databricks (Azure Databricks) to Azure SQL Database with Azure AD User Access Token.

azure azuread azuredatabricks azuresql azuresqldb bigdata data-analysis dataanalysis dataanalytics databricks databricks-notebooks datascience microsoft microsoft-azure microsoftazure odbc odbc-driver pandas pyodbc spark

Last synced: 08 Jan 2025

https://github.com/wittline/livyc

Apache Spark as a Service with Apache Livy Client

apache-livy apache-spark big-data data-engineering dataengineering docker livy-client livy-docker pyhton spark

Last synced: 14 Oct 2024

https://github.com/chen0040/spark-opt-moea

Distributed Multi-Objective Evolutionary Computation Framework for Spark

moea multi-objective-optimization nsga-ii spark

Last synced: 09 Feb 2025

https://github.com/vivek-bombatkar/dataworkssummit2018_spark_ml

hands on introduction to basic Machine Learning techniques with Apache Spark ML using the cloud.

apache-spark linear-regression machine-learning spark workshop

Last synced: 08 Nov 2024

https://github.com/longshilin/spark-wordcount

spark wordcount example | build in Eclipse+Maven+Scala Project+Spark

helloworld maven scala scala-programming spark wordcount

Last synced: 10 Nov 2024

https://github.com/neo4j-field/bigquery-connector

Bi-directional connectivity between Google BigQuery and Neo4j AuraDS

arrow-flight bigquery neo4j protobuf python spark

Last synced: 23 Dec 2024

https://github.com/geekyouth/spark-examples_2.1.1

❤🤞spark-2.1.1

example java learn scala spark

Last synced: 07 Jan 2025

https://github.com/dustin-decker/lognom

Simple script for processing streaming data from Redis using Apache Spark

elasticsearch kafka redis spark

Last synced: 29 Jan 2025

https://github.com/jlgarridol/tfm-fis-if

Big Data Architecture of queues for real time video processing

big-data docker kafka parkinsons-disease spark streaming streaming-video

Last synced: 13 Jan 2025

https://github.com/multivacplatform/multivac-kaggle-titanic

Simple example of Titanic competition by Spark 2.2

kaggle-competition machine-learning scala spark

Last synced: 12 Jan 2025

https://github.com/majobasgall/smote-mr

SMOTE-MR: A distributed Synthetic Minority Oversampling Technique (SMOTE) for Big Data which applies a MapReduce based-approach. SMOTE-MR is categorized as an `approximated/ non exact` solution. Also, there is an `exact` solution called SMOTE-BD written by the author (See: https://github.com/majobasgall/smote-bd)

big-data imbalanced-data machile-learning scala smote spark

Last synced: 08 Jan 2025

https://github.com/puharesource/simplemavenrepository

A simple self hosted maven repository solution, written in Kotlin using the SparkJava framework.

kotlin maven repository spark sparkjava

Last synced: 01 Jan 2025

https://github.com/abronte/pysparkgateway

Connect to remote Spark clusters seamlessly.

apache-spark bigdata pyspark python spark

Last synced: 28 Oct 2024

https://github.com/jaehyeon-kim/sparkr-demo

SparkR Demo

docker r rocker spark sparkr

Last synced: 10 Feb 2025

https://github.com/sebastianruizm/spark-kafka-cassandra

Demo Spark Structured Streaming + Apache Kafka + Apache Cassandra

cassandra docker kafka spark structured-streaming

Last synced: 11 Nov 2024

https://github.com/highoncarbs/lumberjack

:pick: Search and analyse your logs efficienlty with Lumberjack

analysis flask log logging python spark web-dashboard

Last synced: 14 Oct 2024

https://github.com/denuvosoftwaresolutions/fighting-bots-at-scale

Fighting Bots at Scale: Identifying Bottlenecks & Best Practice

anti-cheat botting spark

Last synced: 25 Dec 2024

https://github.com/ashton-sidhu/sysmon-extract

Extract logs based off events from sysmon. Comes as a package, cli and ui.

data-science dataengineering infosec spark streamlit sysmon threat-intelligence threathunting

Last synced: 09 Nov 2024

https://github.com/ysden123/poc

POC projects

akka clojure config example express hazelcast kafka mailgun mocha mongodb poc prometheus scala scalafx scalatest slick spark test type-safe

Last synced: 27 Jan 2025

https://github.com/abdelmajidlh/spark-functionality-repo

Ce dépôt GitHub contient un document détaillé sur les bases du langage Scala.

apache apachespark databricks databricks-notebooks pyspark python3 scala spark

Last synced: 05 Feb 2025

https://github.com/s8sg/spark-py-submit

A python library to submit spark job in yarn cluster at different distributions (Currently CDH, HDP)

cdh hdfs hdp python-library spark spark-clusters spark-job

Last synced: 01 Feb 2025

https://github.com/radeity/spark-proxy

push-based calculation for spark application

distributed-computing spark volunteer-computing

Last synced: 01 Feb 2025

https://github.com/spycsh/runspec

an android streaming running app with backend based on kafka+spark+mongodb

android iot kafka leafletjs mongodb restlet spark stompwebsocket ubiquitous-computing

Last synced: 05 Dec 2024

https://github.com/bonigarcia/spark-examples

Collection of Spark examples using Python

cassandra influxdb kafka python spark spark-streaming

Last synced: 08 Feb 2025

https://github.com/smsraj2001/stream-batch-processing-kafka-spark

A project which includes simulation of real time queries by kafka and performing stream and batch processing of the simulated queries by spark. Also, this follows lambda architecture, in which kafka is publisher and spark helps in subscribing

batch-processing kafka kafka-topics lambda-architecture mysql-database no-api pub-sub pyspark python3 realtime spark streaming ubuntu2204 zookeeper

Last synced: 01 Jan 2025

https://github.com/gabfr/truck-data-wrangler

ELT (Extract, Load, Transform) process of accelerometer/gyroscope events with Apache Spark (w/ Structured Streaming) and TimescaleDB

data-classification spark stream timescaledb

Last synced: 07 Dec 2024

https://github.com/adrigrillo/nycsparktaxi

Apache Spark application to get the top ten frequent routes and profitable areas

big-data nyc parquet-files python spark taxi

Last synced: 10 Feb 2025

https://github.com/felipekunzler/spark-twitter-analysis

Analyse a twitter dataset with Spark and vizualize the results on a React dashboard.

java reactjs scala spark

Last synced: 30 Oct 2024

https://github.com/chaokunyang/athena

A task scheduler for spark, flink, mapreduce, java, python, bash

flink hadoop mapreduce spark task-manager task-scheduler

Last synced: 19 Nov 2024

https://github.com/timvisee/hhs-p7-movie-recommendation-engine

:movie_camera: Big data project for college (HHS) period 7

algorithm hadoop recommendation-engine spark

Last synced: 15 Jan 2025

https://github.com/omarhimada/floyo-ml-scala

Distributed ML for eCommerce platforms (recommendations, churn prediction, segmentation) written in Scala, using Spark MLlib, Elasticsearch and AWS SDK

aws ml scala spark

Last synced: 09 Feb 2025

https://github.com/guiferviz/tuberia

Data engineering meets software engineering

data data-engineering expectations pipeline python spark

Last synced: 13 Feb 2025

https://github.com/fiqryq/sparkar-pekerjaan-impian

Instagram Filter Using Spark AR

augmented-reality-applications facebook instagram spark

Last synced: 26 Jan 2025

https://github.com/fiqryq/spark-minimal-gray

🥰 Simple Instagram Filter Using Spark Ar studio by Facebook.

facebook filter spark

Last synced: 26 Jan 2025

https://github.com/kestra-io/plugin-spark

kestra plugin spark

Last synced: 09 Nov 2024

https://github.com/mrcolorr/supreme-pancake

Big Data Management project: The collection of data from a network of sensors was simulated (kafka), which then had to be processed (spark) and stored (cassandraDB) in a distributed and efficient way.

big-data bigdata cassandra cassandra-cluster cassandra-database cloud cloud-computing distributed-computing distributed-database distributed-storage distributed-systems hdfs kafka maven maven-pom spark zerotier zerotier-network zerotier-one

Last synced: 13 Nov 2024

https://github.com/ahmetfurkandemir/hepsiburada-data-engineering-project

Hepsiburada Data Engineering Project

docker kafka pyspark spark

Last synced: 17 Jan 2025

https://github.com/adovasoft-rnd/ci-recharge

composer test

ci4 cli codeigniter codeigniter4 commandline controller db library make migration mode mysql php seeds spark sql

Last synced: 14 Oct 2024

https://github.com/andreoss/etoile

ETL on Apache Spark

etl spark

Last synced: 30 Oct 2024

https://github.com/julienpeloton/mini_spark_broker

Design and proof-of-concept for a Broker for astronomy using Apache Spark

docker kafka python spark spark-structured-streaming

Last synced: 11 Oct 2024

https://github.com/hdfgroup/hdf5-spark-connector

HDF5 Connector for Apache Spark

apache hdf5 spark

Last synced: 19 Dec 2024

https://github.com/enoy19/keyboard-light-composer-mc-connector

Minecraft Forge Mod to access stats in Minecraft within the Keyboard Light Composer (https://github.com/enoy19/keyboard-light-composer)

composer forge g910 keyboard light logitech minecraft mod orion rgb spark spectrum

Last synced: 17 Jan 2025

https://github.com/dllllb/ml-pipelines-tutorial

SciKit-Learn vs Apache Spark pipelines

machine-learning scikit-learn spark

Last synced: 19 Jan 2025

https://github.com/tomwhite/disq-original

A library for manipulating bioinformatics sequencing formats in Apache Spark.

bioinformatics genomics ngs sequencing spark

Last synced: 10 Feb 2025

https://github.com/curycu/sparkstudy

example codes for spark sql data wrangling

scala spark

Last synced: 05 Nov 2024

https://github.com/anicolaspp/maprdbconnector

An independent MapR-DB Connector for Apache Spark that fully utilizes MapR-DB secondary indexes

database-connector mapr mapr-db maprdb-spark ojai scala spark

Last synced: 16 Nov 2024

https://github.com/harshoza36/movielens_pyspark

MovieLens Dataset analysis using Hadoop and Pyspark

big-data-analytics hadoop movielens movielens-data-analysis pyspark spark spark-sql

Last synced: 10 Jan 2025

https://github.com/ahmetfurkandemir/trendyol-data-engineering-technical-case-study

Trendyol Data Engineering Technical Case Study.

apache-spark case-study data-engineering debian docker maven scala spark trendyol trendyoltech ubuntu

Last synced: 17 Jan 2025

https://github.com/aromoh/keras-distributed-streaming

Distributed Keras model for making predictions of sentiment from Spanish sentences in stream context using Spark Streaming and Apache Kafka

cnn-keras kafka keras keras-tensorflow pyspark-notebook sentiment-analysis spark spark-streaming

Last synced: 03 Feb 2025

https://github.com/bryanyang0528/docker-cdh-spark

cdh with spark 2.2

cdh cloudera docker spark

Last synced: 12 Jan 2025

https://github.com/jacopodl/spark

Low level network library :satellite: :zap:

c low-level network network-programming networking raw raw-data raw-sockets spark

Last synced: 31 Jan 2025

https://github.com/joeyism/commonly-used-pyspark-commands

A list of commonly used pyspark commands

common frequent pyspark python spark

Last synced: 29 Dec 2024

https://github.com/anant/example-cassandra-spark-elasticsearch

cassandra datastax docker elasticsearch scala spark spark-sql

Last synced: 19 Jan 2025

https://github.com/kmohamedalie/big-data-hadoop-spark-lab

Big Data🛢️ with Hadoop🐘 and Spark⭐ lab🧪🥼

big-data coursera data-engineering docker hadoop ibm kubernetes spark

Last synced: 02 Jan 2025

https://github.com/mtumilowicz/big-data-scala-spark-batch-workshop

Introduction to Spark Batch processing.

batch-processing big-data big-data-processing spark spark-sql workshop workshop-materials

Last synced: 04 Jan 2025

https://github.com/dimajix/docker-spark

Repository for building Docker containers for Spark

cluster docker hadoop spark

Last synced: 05 Jan 2025

https://github.com/apurvapatkeshwar/NYCTaxiBigData

analytics big-data bigdata citibike csv hadoop hadoop-mapreduce java new-york-city nyc pig pig-latin pyspark python spark taxi

Last synced: 13 Nov 2024

https://mgrojo.github.io/adasearch/

Custom search engine for the Ada programming language

ada custom-search-google search-engine spark spark-ada

Last synced: 28 Nov 2024

https://github.com/lepetitbloc/sparksd

:sparkler: Sparks wallet Docker container

cryptocurrency dockerfile masternode spark wallet

Last synced: 26 Jan 2025

https://github.com/derlin/workshop-data-sciences

A two-days workshop material introducing data sciences for big data

big-data data-science hdfs hive spark workshop workshop-materials zeppelin

Last synced: 20 Jan 2025

https://github.com/jms0522/hadoop_system

✅ hadoop eco system을 구성하고 파이프라인 제작합니다.

hadoop pipeline spark

Last synced: 11 Oct 2024

https://github.com/dvelkow/real_time_bulgarian_news_aggregator

An ETL-driven web scraping and data visualization project that aggregates news from multiple Bulgarian news sources in real-time and creates an interactive dashboard with the fetched data.

portfolio python spark

Last synced: 12 Oct 2024

https://github.com/gmartinezramirez-old/data-science-portafolio

:notebook: [Active] Portafolio of data science projects. Using: Python, PyTorch, Spark, Tensorflow, Scikit, Keras. Includes Classification, Regression, Time series, NLP, Deep learning, among others.

data-science data-science-learning data-science-notebook data-science-portfolio hadoop jupyter-notebook keras notebook pandas pyspark python pytorch r sci-kit spark tensorflow

Last synced: 05 Dec 2024

https://github.com/gunantos/php-spark

PHP Server Develop

php server serverless-framework spark

Last synced: 13 Jan 2025

https://github.com/mcddhub/mcdd-big-data-study

Study project for big data (Hadoop, Zookeeper, Kafka, Flink, Spark)

big-data data-processing docker flink hadoop kafka spark zookeeper

Last synced: 09 Feb 2025

https://github.com/boazmohar/pysparkutils

A collection of utilities for handling pySpark's SparkContext

pyspark python spark

Last synced: 09 Feb 2025

https://github.com/officiallysingh/spring-boot-starter-spark

Spark Spring Boot starter

spark spring spring-boot springboot starter starters

Last synced: 25 Dec 2024

https://github.com/yoongoing/bigdata_pyspark

⚡️공개용 맵리듀스 플랫폼인 Spark를 사용하여 데이터마이닝을 해보자⚡️

bigdata dataminig jupyter-notebook mapreduce mapreduce-python pyspark spark

Last synced: 09 Feb 2025

https://github.com/viniciusmsousa/pyspark-ds-toolbox

A Pyspark companion for data science tasks.

data-science spark

Last synced: 09 Feb 2025

https://github.com/tpvasconcelos/sparkypandy

It's not spark, it's not pandas, it's just awkward...

dataframe pandas pyspark spark

Last synced: 05 Nov 2024

https://github.com/r13i/spark-record-deduplicating

Data cleansing problem statement: Data in a record are often duplicated. How do we find the duplicate probability ? [Work In Progress]

big-data deduplication record-linkage records-management scala spark

Last synced: 02 Feb 2025

https://github.com/omar-besbes/football-big-data

This is a comprehensive solution for real-time football analytics, leveraging Apache Spark execution on yarn for both streaming and batch processing, Hadoop HDFS for distributed storage, Kafka for real-time data ingestion, RethinkDB for live data updates and Next.js for data visualization as well as a custom built search engine.

batch-processing hadoop kafka nextjs rethinkdb spark streaming t3-stack yarn

Last synced: 20 Jan 2025

https://github.com/triandicAnt/TwitterSentimentAnalytics

Basic Twitter Sentiment Analytics using Apache Spark Streaming APIs and Python by processing live tweets from Twitter.

machine-learning python sentimental-analysis spark twitter twitter-api twitter-sentiment-analytics

Last synced: 23 Oct 2024

https://github.com/manuparra/taller-bigdata-con-r

Taller Big Data con Apache Spark + R desde Databricks cloud

bigdata cloudcomputing databricks r spark sparkr

Last synced: 27 Dec 2024

https://github.com/aiday-mar/spark-recommendation-engine

Movie recommendation system built using Spark and Scala

recommendation-system scala spark university-project

Last synced: 05 Jan 2025

https://github.com/lucivpav/dnbc-scala

Parallel implementation of dynamic naive Bayesian classifier

apache-spark bayesian-networks ctu-fit dnbc fit-ctu naive-bayes-classifier scala spark

Last synced: 12 Feb 2025

https://github.com/j-sephb-lt-n/useful-code-snippets

A searchable collection of useful little pieces of code

aws bash cloud compute-engine docker dockerfile ec2 gcp graph pyspark python r-language shell spark virtual-machine

Last synced: 28 Dec 2024

https://github.com/inbravo/spark-movie-lens

Various examples of analytics using Apache Spark

apache-spark scala spark

Last synced: 02 Feb 2025

https://github.com/dharaneeshvrd/spark-examples

Spark Examples

pyspark spark spark-example spark-sql spark-streaming spark-streaming-kafka spark-structured-streaming

Last synced: 07 Nov 2024

https://github.com/hibadaoud/real-time-flight-data-kibana-visualization

Real-Time Flight Data Visualization Dashboard: Interactive web application for real-time flight tracking and airport analytics. Powered by Kafka, Pyspark, Elasticsearch, Kibana, Express NodeJs, MongoDB, and Docker.

css docker elasticsearch html javascript jwt-authentication kafka kibana nodejs real-time spark