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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.

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/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/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/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/curycu/sparkstudy

example codes for spark sql data wrangling

scala spark

Last synced: 05 Nov 2024

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/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/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/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/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/logikal-io/mindlab

Data science toolbox

data jupyterlab python spark

Last synced: 12 Oct 2024

https://github.com/exacaster/markdown_frames

Markdown tables parsing to pySpark/Pandas DataFrames

pyspark pytest spark

Last synced: 11 Nov 2024

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/guiferviz/tuberia

Data engineering meets software engineering

data data-engineering expectations pipeline python spark

Last synced: 13 Feb 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/dllllb/ml-pipelines-tutorial

SciKit-Learn vs Apache Spark pipelines

machine-learning scikit-learn spark

Last synced: 19 Jan 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/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/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/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/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/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/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/bonigarcia/spark-examples

Collection of Spark examples using Python

cassandra influxdb kafka python spark spark-streaming

Last synced: 08 Feb 2025

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

HDF5 Connector for Apache Spark

apache hdf5 spark

Last synced: 19 Dec 2024

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/radeity/spark-proxy

push-based calculation for spark application

distributed-computing spark volunteer-computing

Last synced: 01 Feb 2025

https://github.com/anicolaspp/mapr-data-gen

Data generator for MapR Data Platform

data mapr mapr-db mapr-es mapr-streams maprdb parquet scala spark

Last synced: 16 Jan 2025

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/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/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/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/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/andreoss/etoile

ETL on Apache Spark

etl spark

Last synced: 30 Oct 2024

https://github.com/imlegend19/vidspark

VidSpark is a prototype video CMS backend system powered by spark and elasticsearch

celery elasticsearch python redis scala spark

Last synced: 14 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/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/ahmetfurkandemir/hepsiburada-data-engineering-project

Hepsiburada Data Engineering Project

docker kafka pyspark spark

Last synced: 17 Jan 2025

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/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/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/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/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/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/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/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/bryanyang0528/docker-cdh-spark

cdh with spark 2.2

cdh cloudera docker spark

Last synced: 12 Jan 2025

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/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/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/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/fiqryq/spark-minimal-gray

🥰 Simple Instagram Filter Using Spark Ar studio by Facebook.

facebook filter spark

Last synced: 26 Jan 2025

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/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/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/pedropark99/introd-pyspark

An open and introductory book for the Python API of Apache Spark (pyspark)

book pyspark python spark

Last synced: 14 Oct 2024

https://github.com/angelcervera/poc-drivingdistance

Proof of concept to implement a service to calculate the driving distance using osm network

akka openstreetmap osm osm4scala scala spark

Last synced: 10 Feb 2025

https://github.com/thanaraklee/dataflow-with-gcp

This project demonstrates the workflow of a Data Engineer. It utilizes the Google Cloud Platform and Google Colab as the main tools.

airflow apache-spark data-engineering etl pandas spark

Last synced: 25 Dec 2024

https://github.com/cwienberg/spark-sorting-helpers

Helper library for using secondary sorting in Spark RDD and Dataset operations

scala spark

Last synced: 23 Jan 2025

https://github.com/aveek-saha/cricket-score-predictor

A Big data application to predict the outcome of a T20 cricket match.

big-data big-data-analytics clustering pyspark spark spark-mllib

Last synced: 24 Dec 2024

https://github.com/jgperrin/net.jgp.labs.spark.football

Having fun with soccer stats and Spark

java java8 soccer spark sparkjava worldcup

Last synced: 03 Jan 2025

https://github.com/ichowdhury01/match

A social networking platform that allows users to find friends with similar interests in their area.

geolocation-api jdbc maven mysql pbkdf2 spark

Last synced: 06 Feb 2025

https://github.com/figuran04/big-data

📃 Praktikum Big Data

anaconda big data hadoop hive mongodb pig spark

Last synced: 01 Nov 2024

https://github.com/akarce/udacity-data-pipeline-with-airflow

Udacity Data Engineering Nanodegree Program, Data Pipeline with Airflow project using MinIO and Postgresql.

airflow minio postgresql pyspark spark

Last synced: 12 Oct 2024

https://github.com/burhanahmed1/big-data-analytics

Practice tasks in Python programming language using Hadoop, MRJob, PySpark for Big Data Analytics.

apache-spark hadoop hadoop-mapreduce jupyter-notebook mrjob pyspark python spark spark-sql sparksql

Last synced: 11 Oct 2024

https://github.com/timvw/adobe-analytics-datafeed-datasource

Apache Spark data source for Adobe Analytics Data Feed

adobe-analytics clickstream python scala spark

Last synced: 08 Nov 2024

https://github.com/fpopic/gg-interview-challenge

(Interview) GG Interview Challenge in Scala/Spark

apache-spark json logstash parsing regex scala spark sparksql

Last synced: 10 Jan 2025

https://github.com/gaelfoppolo/self-service-data-analytics

Data analysis made for business users

aws big-data data-analytics hadoop spark

Last synced: 03 Feb 2025

https://github.com/spratiher9/valido

PySpark ⚡ dataframe workflow ⚒ validator

apache apache-spark bigdata databricks decorators pyspark python3 spark testing

Last synced: 01 Feb 2025

https://github.com/jldbc/big-data

Coursework from Big Data (CS3390) -- Machine Learning tasks performed using Hadoop, MapReduce, and Spark

big-data hadoop pagerank recommender-system spark

Last synced: 04 Jan 2025

https://github.com/policratus/sparkmage

🐘 A tool for blazing fast analysis and clustering of similar images using 🐘 Hadoop and ⚡ Spark.

big-data computer-vision hadoop image-processing spark

Last synced: 02 Nov 2024

https://github.com/alfex4936/spark-studies

Apache Spark 공부 in Python

apache pyspark python spark

Last synced: 27 Jan 2025

https://github.com/piotr-kalanski/spark-local

API enabling switching between Spark execution engine and local fast implementation based on Scala collections.

scala spark unit-testing

Last synced: 21 Dec 2024

https://github.com/mangalaman93/dspark

Run spark in docker containers

big-data containers docker microservices spark

Last synced: 18 Jan 2025

https://github.com/fdmsantos/aws-twitter-data-analytics

Project to Learn Data analytics in AWS using twitter data

aws data-analytics data-engineering data-science data-visualization flink spark terraform

Last synced: 26 Jan 2025

https://github.com/longi94/lsde2017-p3-flight-visualization

Animated interactive flight visualization

ads-b big-data d3js spark

Last synced: 06 Jan 2025

https://github.com/brunneis/minebench

Proof-of-Work based benchmark written in Python that works with real Bitcoin data

benchmark bitcoin mining proof-of-work spark

Last synced: 26 Jan 2025

https://github.com/erikerlandson/pyspark-ubi

Minimalist install of pyspark on top of Red Hat UBI

container-image pyspark spark ubi

Last synced: 06 Jan 2025

https://github.com/mtpatter/bilao

Jupyter notebooks for filtering Kafka data with Spark Streaming.

avro docker jupyter-notebook kafka spark spark-streaming

Last synced: 12 Jan 2025

https://github.com/mgrojo/adasearch

Custom search engine for the Ada programming language

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

Last synced: 27 Oct 2024

https://github.com/pomadchin/vlm-performance

GeoTrellis RasterSources Ingest benchmark

aws emr geotrellis gis raster spark

Last synced: 17 Jan 2025

https://github.com/hifly81/1brc_streaming

1brc challenge with streaming solutions for Apache Kafka

1brc apache camel-kafka flink kafka kafkastreams ksqldb nifi spark spring-kafka streaming

Last synced: 02 Nov 2024

Apache Spark Awesome Lists
awesome-ada 415 awesome-AI-kubernetes 65 awesome-pulsar 35 Apache-Spark-Guide 672 awesome-data-pipeline 80 awesome-spark 37 awesome-azure-databricks 62 awesome-datalake 43
Apache Spark Categories
Libraries 158 Education 149 Azure Cosmos DB 89 Azure ML 85 Azure Networking 82 Uncategorized 72 Components 53 Frameworks 50 Reinforcement Learning Learning Resources 46 SQL/NoSQL Tools and Databases 44 ML Frameworks, Libraries, and Tools 37 Table of Contents 36 Tools 29 Hardware and Embedded 28 Applications 27 NLP Tools, Libraries, and Frameworks 26 Java Tools, Libraries, and Frameworks 24 R Tools, Libraries, and Frameworks 22 Python Frameworks and Tools 21 Community 20