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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/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/bryanyang0528/docker-cdh-spark

cdh with spark 2.2

cdh cloudera docker spark

Last synced: 12 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/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/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/logikal-io/mindlab

Data science toolbox

data jupyterlab python spark

Last synced: 12 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/hdfgroup/hdf5-spark-connector

HDF5 Connector for Apache Spark

apache hdf5 spark

Last synced: 19 Dec 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/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/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/fiqryq/spark-minimal-gray

๐Ÿฅฐ Simple Instagram Filter Using Spark Ar studio by Facebook.

facebook filter spark

Last synced: 26 Jan 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/abronte/pysparkgateway

Connect to remote Spark clusters seamlessly.

apache-spark bigdata pyspark python spark

Last synced: 28 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/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/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/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/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/bonigarcia/spark-examples

Collection of Spark examples using Python

cassandra influxdb kafka python spark spark-streaming

Last synced: 08 Feb 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/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/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/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/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/geekyouth/spark-examples_2.1.1

โค๐Ÿคžspark-2.1.1

example java learn scala spark

Last synced: 07 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/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/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/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/yandex-cloud/yc-delta

Delta Lake ะดะปั Yandex Data Processing

delta delta-lake deltalake spark yandex-cloud

Last synced: 11 Nov 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/ahmetfurkandemir/hepsiburada-data-engineering-project

Hepsiburada Data Engineering Project

docker kafka pyspark spark

Last synced: 17 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/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/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/abdelmajidlh/spark-functionality-repo

Ce dรฉpรดt GitHub contient un document dรฉtaillรฉ sur les bases du langage Scala.

apache apachespark databricks databricks-notebooks pyspark python3 scala spark

Last synced: 05 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/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/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/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/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/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/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/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/michabirklbauer/mahout_docker

Running Apache Mahout in Docker.

apache docker dockerfile hadoop mahout maven spark

Last synced: 04 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/dllllb/ml-pipelines-tutorial

SciKit-Learn vs Apache Spark pipelines

machine-learning scikit-learn spark

Last synced: 19 Jan 2025

https://github.com/orvillex/bigdata

ไธป่ฆๆฑ‡้›†ไบ†่พƒๆ–ฐ็‰ˆ็š„ๅ„็ฑปๅคงๆ•ฐๆฎ็ป„ไปถ็š„ไฝฟ็”จๆ•™็จ‹๏ผŒๅŒ…ๅซไฝ†ไธ้™ๅฎšMapReduceใ€HBaseใ€Spark็ญ‰็›ธๅ…ณไธปๆตๆŠ€ๆœฏใ€‚ๅŽ็ปญ่ฟ˜ๅฐ†ๆŒ็ปญๆ›ด่ฟ›Flink็ญ‰ๅฝ“ๅ‰ๆต่กŒ็š„ๅฎžๆ—ถ่ฎก็ฎ—ๆก†ๆžถใ€‚

bigdata hbase java mapreduce spark

Last synced: 25 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/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/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/kruglov-dmitry/yelp_data

End to end example how to read big (well, comparably) data from Kafka and write it down into Cassandra using Spark Structured Streaming. Using yelp dataset for illustration purposes.

cassandra kafka spark streaming yelp-dataset

Last synced: 19 Jan 2025

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/jatin-8898/sparkwebsite

A clean and very interesting looking website. :sparkles:

bootstrap4 css html javascript spark typescript

Last synced: 17 Jan 2025

https://github.com/emso-exe/comercio_eletronico_brasileiro

Projeto de anรกlise de dados do comรฉrcio eletrรดnico brasileiro disponibilizado pela Olist via plataforma Kaggle.

analise-de-dados ciencia-de-dados data-analytics data-science datascience e-commerce postgres postgresql pyspark python python-3 python3 spark spark-sql sql

Last synced: 16 Jan 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/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/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/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/viniciusmsousa/pyspark-ds-toolbox

A Pyspark companion for data science tasks.

data-science spark

Last synced: 09 Feb 2025

https://github.com/yoongoing/bigdata_pyspark

โšก๏ธ๊ณต๊ฐœ์šฉ ๋งต๋ฆฌ๋“€์Šค ํ”Œ๋žซํผ์ธ Spark๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ๋ฐ์ดํ„ฐ๋งˆ์ด๋‹์„ ํ•ด๋ณด์žโšก๏ธ

bigdata dataminig jupyter-notebook mapreduce mapreduce-python pyspark spark

Last synced: 09 Feb 2025

https://github.com/policratus/sparkmage

๐Ÿ˜ A tool for blazing fast analysis and clustering of similar images using ๐Ÿ˜ Hadoop and โšก Spark.

big-data computer-vision hadoop image-processing spark

Last synced: 02 Nov 2024

https://github.com/rpytel1/supercomputing-labs

Fork of the repository for Supercomputing in Big Data class on TU Delft. Scala, Spark and Kafka were used to perform processing and streaming of GDelt data segments.

big-data gdelt-data kafka scala spark

Last synced: 18 Jan 2025

https://github.com/angelotc/MacroDAG

A Dockerized Airflow ETL pipeline that processes macroeconomic indicators from the Federal Reserve.

airflow docker spark

Last synced: 06 Nov 2024

https://github.com/alexioannides/py-readme-snippets

This repository contains snippits of writing (in Markdown), on various topics relating to various flavours of Python development project.

python python-library spark

Last synced: 17 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/jms0522/hadoop_system

โœ… hadoop eco system์„ ๊ตฌ์„ฑํ•˜๊ณ  ํŒŒ์ดํ”„๋ผ์ธ ์ œ์ž‘ํ•ฉ๋‹ˆ๋‹ค.

hadoop pipeline spark

Last synced: 11 Oct 2024

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/yalishanda42/scala-recsys

Scala(-ble) recommender system architecture using functional programming (PoC)

cats cats-effect functional-programming movielens recommender-system recsys scala spark

Last synced: 28 Dec 2024

https://github.com/wittline/sparksql-with-python

This repository has some examples of using Spark and SparkSQL with Python through PySpark

flask-api python spark sparksql

Last synced: 29 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