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Apache Spark
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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: 2025-02-16 00:28:01 UTC
- JSON Representation
https://github.com/aragonski97/fenrir-infra
Complete data infrastructure on Docker Swarm exposed on Tailscale network.
airflow data-engineering debezium-connector docker docker-swarm infrastructure-data kafdrop kafka kafka-connect kafka-registry metabase portainer postgresql pyspark scrappy spark tailscale zookeeper zoonavigator
Last synced: 14 Feb 2025
https://github.com/azlinrusnan/movielens_data_analysis_with_mongodb_and_cassandra
This project presents an analysis of the MovieLens 100k dataset using Apache Spark integrated with MongoDB and Cassandra. The dataset includes user information, movie ratings, and movie details, providing a comprehensive basis for exploring user preferences and movie popularity.
cassandra ml-100k mongodb python spark
Last synced: 17 Jan 2025
https://github.com/divithraju/divith-raju-data-mining
This project focuses on customer segmentation using data mining techniques, specifically K-Means clustering, to classify customers into distinct groups based on their purchasing behaviors. The goal is to analyze customer data and segment them into clusters for targeted marketing strategies and better customer relationship management.
algorthims analytics apache business client connector data dataarchitecture database dataengineering datamining datascience hadoop k-means-clustering mysql project project-repository pyspark python3 spark
Last synced: 17 Jan 2025
https://github.com/mounirbs/spark-connect
Spark Connect, a docker-compose solution enabling a Spark Cluster with Spark Connect feature. Could be used for local development.
apache apache-spark docker docker-compose pyspark python spark
Last synced: 15 Feb 2025
https://github.com/nkdwon/crud-spark
Um CRUD feito em Java com Integração do PostgreSQL e o Framework Spark utilizando o ambiente Eclipse
eclipse-ide git java maven pgadmin4 postgresql spark
Last synced: 06 Jan 2025
https://github.com/inf0rmatiker/model-service
A service providing federated model training for spatially-segregated data.
Last synced: 08 Jan 2025
https://github.com/shreyas-gopalakrishna/datacenter-scale-computing
big-data docker flask hadoop kubernetes rabbitmq redis spark
Last synced: 20 Jan 2025
https://github.com/sebastianruizm/pyspark-graphframes
Análisis de datos con GraphFrames y PySpark
Last synced: 08 Jan 2025
https://github.com/binwenwu/oge-computation-ogc
A computing project corresponding to an OGC style API
Last synced: 13 Feb 2025
https://github.com/yjham2002/tcp_conn_with_spark
:book: none
mysql protocol redis redis-client spark tcp tcp-server
Last synced: 06 Jan 2025
https://github.com/adampaternostro/azure-spark-livy-application-insights-external-dependency
Use Spark with Livy along with Application Insights. Learn to host your external dependencies in data lake.
application-insights azure azure-data-lake hdinsight java livy spark spark2
Last synced: 31 Jan 2025
https://github.com/bluegranite/azure-synapse-vcf-analysis
Sample code for analyzing VCF files (converted to Parquet) in Azure Databricks and Synapse.
azure azure-databricks azure-synapse bioinformatics computational-biology databricks genomics glow parquet spark synapse vcf
Last synced: 19 Jan 2025
https://github.com/brooksian/censussipp
Reprodicing Census SIPP Reports Using Apache Spark
spark sparksql zeppelin-notebook
Last synced: 19 Jan 2025
https://github.com/s8sg/spark-standalone-cluster
Spark Standalone Cluster With Zookeeper
docker docker-compose spark zookeeper
Last synced: 01 Feb 2025
https://github.com/anant/example-sql-on-cassandra-with-open-source-notebooks
Files to follow along with the Open Source Notebooks and Cassandra Webinar (see README.md)
cassandra datastax datastax-studio jupyter jupyter-notebook nosql notebooks quix spark sql
Last synced: 19 Jan 2025
https://github.com/anant/example-cassandra-spark-sql
Cassandra Data Operations with Spark SQL
cassandra data-operations docker etl spark spark-sql
Last synced: 19 Jan 2025
https://github.com/ev2900/iceberg_emr_athena
Resources from an virtual tech talk / workshop - Set Up and Use Apache Iceberg Tables on Your Data Lake
apache-iceberg athena aws emr spark
Last synced: 05 Nov 2024
https://github.com/imvision12/real-time-tracking
Real time bus tracking using MTA bus API
flask hadoop javascript leaflet python spark
Last synced: 08 Feb 2025
https://github.com/michelderu/cassandra-csv-analytics
How to leverage Astra, DSE and Spark for analytics on large CSV files.
Last synced: 20 Jan 2025
https://github.com/zoltan-nz/learning-spark
Playing with Apache Spark
apache-spark java map-reduce spark
Last synced: 22 Jan 2025
https://github.com/ashbyt/scala-spark
Ashley Bythell - Spark/Scala code
kmeans-clustering rdd scala spark spark-sql spark-streaming streaming
Last synced: 05 Jan 2025
https://github.com/spycsh/movierecommendersystem
A movie recommender system
collaborative-filtering kafka-streams mongodb recommender-system redis spark tf-idf
Last synced: 01 Feb 2025
https://github.com/ewertondrigues02/engenharia-de-dados
Varios Projetos de Engenharia de Dados usando principais ferramentas como: Airflow, Snowflake, dbt, Postrgres, Looker Studio, Power BI
airflow analise-exploratoria analytics aws-ec2 dados data dbt-cloud engenharia-de-dados looker-studio postgres pyspark python3 snowflake spark
Last synced: 19 Jan 2025
https://github.com/thdaraujo/cheat
A handful of cheatsheets and programming tips.
bash cheat-sheets cheatsheet dms hadoop postgresql spark sqoop
Last synced: 24 Jan 2025
https://github.com/dohabanoui/spark-structured-streaming
Real-time analysis of hospital incident data using Apache Spark Streaming to track incidents by service and identify the top years with the most incidents.
docker spark spark-streaming spark-structured-streaming
Last synced: 19 Jan 2025
https://github.com/riversun/ml-fake-data-maker
Generate fake data for machine learning like regression analysis
arff arff-generator dummy-data fake-data generator machine-learning prediction regression spark weka
Last synced: 01 Feb 2025
https://github.com/manuparra/clustering-openstack
Make a dynamic and customizable cluster with OpenStack
cluster deployment hadoop openstack openstack-command script slave-nodes spark
Last synced: 18 Feb 2025
https://github.com/multivacplatform/multivac-nlp
Testing and benchmarking some of the existing NLP libraries in Apache Spark
nlp spark spark-ml spark-mllib spark-nlp spark-sql stanford-corenlp word2vec
Last synced: 12 Jan 2025
https://github.com/multivacplatform/multivac-elasticsearch
Demoing Spark 2.2 and Elasticsearch Hadoop connector
Last synced: 12 Jan 2025
https://github.com/simbafl/spark-branch-2.4
源码剖析Spark2.4
spark spark-mllib spark-sql spark-streaming sparksql
Last synced: 16 Feb 2025
https://github.com/jbris/time-series-airflow-kafka-spark
A simple demonstration of an Airflow-Kafka-Spark (AKS) stack for online time series forecasting.
airflow airflow-dags bentoml bentoml-service kafka kafka-consumer kafka-producer kafka-streams minio mlflow mlflow-tracking-server mlops mlops-workflow online-learning spark spark-sql spark-streaming time-series time-series-analysis time-series-forecasting
Last synced: 12 Jan 2025
https://github.com/morgan-sell/usa-tourism-etl
Coalesced and transformed various data sources to create a comprehensive data lake for the USA tourism sector.
aws data-engineering data-lake emr-cluster etl-pipeline python spark
Last synced: 08 Feb 2025
https://github.com/rupeshtr78/aws-emr
Spark Job on Amazon EMR cluster
aws cluster emr-cluster mapreduce mapredue scala spark
Last synced: 12 Jan 2025
https://github.com/rupeshtr78/awsiot
AWS IOT Intergration Using EMR Spark Kinesis
aws aws-emr dynamodb iot kinesis spark spark-streaming
Last synced: 12 Jan 2025
https://github.com/mounirbs/spark-livy
Spark Livy, a docker-compose solution enabling a Spark Cluster with a Livy endpoint
apache apache-spark docker docker-compose livy pyspark python spark
Last synced: 08 Feb 2025
https://github.com/hungreeee/reddit-realtime-streaming-pipeline
End-to-end real-time pipeline for comments processing of any subreddit for sentiment analysis.
cassandra docker-compose kafka praw-reddit real-time reddit-api spark
Last synced: 12 Jan 2025
https://github.com/kingyiusuen/udacity-data-engineering-nanodegree
Projects for Udacity's Data Engineering Nanodegree
airflow aws aws-athena aws-glue aws-redshift aws-s3 cassandra data-engineering spark
Last synced: 23 Jan 2025
https://github.com/alexott/cyber-spark-data-connectors
Cybersecurity-related custom data connectors for Spark
cybersecurity databricks pyspark spark
Last synced: 30 Jan 2025
https://github.com/nicklitwinow/hse-python-capstone-project
This project is a comprehensive data engineering and analytics solution built using modern technologies such as Airflow, Spark, PostgreSQL, MySQL, Kafka, and Docker. It orchestrates data ingestion, processing, replication, streaming, and analytics across multiple containers.
airflow analytics dataengineering docker etl kafka mysql postgresql python spark streaming
Last synced: 03 Feb 2025
https://github.com/codelytv/spark-kafka_rabbitmq_sqs-course
Integrate Spark with queue system course examples
apache-spark aws-sqs kafka rabbitmq spark
Last synced: 30 Jan 2025
https://github.com/abrahamkoloboe27/random-user-streaming-pipeline
Data Engeenering Project - Data Pipeline
airflow airflow-dags api docker docker-compose etl etl-pipeline extract-transform-load kafka kafka-consumer kafka-producer makefile orchestration postgresql python schema-registry spark spark-streaming zookeeper
Last synced: 30 Jan 2025
https://github.com/aldantanneo/bigints
WIP constant time bigint implementation in SPARK
ada bigint cryptography formal-verification spark
Last synced: 30 Jan 2025
https://github.com/viyadb/viyadb-spark
Data processing ang ingestion backend for ViyaDB based on Spark streaming
spark spark-streaming spark-streaming-kafka viyadb
Last synced: 08 Feb 2025
https://github.com/chukwuemekaaham/uber-gcp-etl-project
Data Engineering Zoomcamp Final Project
bigquery cloud-storage csv docker-compose gcp jupyter-notebook looker-studio mageai python spark spreadsheets terraform
Last synced: 10 Jan 2025
https://github.com/stabrise/scaledp-tutorials
Tutorials for ScaleDP library. ScaleDP is an Open-Source Library for Processing Documents in Apache Spark.
ner nlp ocr ocr-python pdf spark
Last synced: 30 Jan 2025
https://github.com/mohnoor94/learningspark
My journey to learn Spark using Scala <3
learning learning-by-doing scala spark sparkscala
Last synced: 22 Jan 2025
https://github.com/sunsided/spark-atlas
Spark vs. MongoDB Atlas
data-processing docker jupyter-notebook mongodb mongodb-atlas pyspark python spark
Last synced: 13 Feb 2025
https://github.com/azurespheredev/microsoftfabric-exploratorium
A comprehensive educational resource hub dedicated to mastering Microsoft Fabric, offering in-depth tutorials, real-world use cases, and hands-on guides for seamless end-to-end analytics
analytics data-science data-transformation lakehouse microsoft-fabric one-lake powerbi real-time-analytics spark warehouse
Last synced: 11 Jan 2025
https://github.com/benitomartin/de-hotel-reviews
Data Engineering Hotel Reviews
cicd data-engineering dbt gcp jupyter-notebook looker prefect python spark sql terraform
Last synced: 31 Dec 2024
https://github.com/akaliutau/spark-recipes
Contains a collection of data processing solutions built on the top of Spark
Last synced: 11 Jan 2025
https://github.com/palutz/functionalscala_coursera
Functional programming in Scala Certification path (EPFL)
big-data coursera distributed-computing functional-programming parallel-computing scala spark
Last synced: 17 Jan 2025
https://github.com/pedropark99/spark_map
Easily apply a function over multiple columns of a Spark DataFrame
Last synced: 28 Nov 2024
https://github.com/ejw-data/google-colab-etl-amazon-reviews
Using Spark and Amazon RDS to clean and summarize amazon reviews to determine usefulness of product feedback
Last synced: 22 Jan 2025
https://github.com/sandeepkundalwal/network-load-analysis-using-apache-spark
[CS561: MapReduce & BigData] Streaming Service using Apache Spark
big-data css html java javascript mapreduce spark
Last synced: 02 Feb 2025
https://github.com/nikoshet/spark-mlp
Multilayer Perceptron Implementation Using Spark
hdfs machine-learning mapreduce multilayer-perceptron pyspark python spark
Last synced: 03 Jan 2025
https://github.com/nikoshet/pyspark-movie-similarities
Using Spark In Python For Movie Similarities With Jaccard Index
jaccard-index movie-similarities pyspark spark
Last synced: 03 Jan 2025
https://github.com/chen0040/vagrant-big-data
Vagrantfiles for development in big data
cassandra elasticsearc hdfs kafka mesos redis spark storm vagrantfile zookeeper
Last synced: 09 Feb 2025
https://github.com/tupol/spark-utils-demos
Demos for the tupol/spark-utils project together with a storyline
configuration demo framework scala spark
Last synced: 17 Jan 2025
https://github.com/tupol/spark-apps.seed.g8
Create Spark applications projects based on the spark-utils library.
application scala spark template
Last synced: 17 Jan 2025
https://github.com/chimera-suite/use-case
A step-by-step tutorial that showcases the capabilities of Chimera
chimera jena-fuseki knowledge-graph ontology pizza spark sparql-query
Last synced: 03 Jan 2025
https://github.com/chimera-suite/spark-sidecar-setup
The sidecar setup container executes SparkSQL scripts against an Apache Spark instance.
docker setup sidecar-container spark sparksql
Last synced: 03 Jan 2025
https://github.com/najuzilu/dl-spark
Building a Data Lake with Spark
aws-emr aws-s3 data-engineering data-lake etl-pipeline spark
Last synced: 26 Jan 2025
https://github.com/ltossian/bike-sales-data-metrics
Traitement, stockage, analyse et visualisation d'un fichier csv volumineux et de données en temps réel de ventes de vélos.
fastapi grafana hadoop kafka postgresql python spark
Last synced: 11 Feb 2025
https://github.com/vitalibo/distributed-heatmap-service
Simple distributed heatmap service on top of Apache HBase
aws hbase hbase-coprocessor heatmap spark spark-sql spring-boot
Last synced: 18 Feb 2025
https://github.com/amthorn/qutex
A basic Queue Management System, interactable via several mediums, that resembles a mutex.
ava bot bots cisco cisco-spark cisco-spark-bot mutex queue queuebot queues qutex spark thorn webex webex-teams
Last synced: 13 Nov 2024
https://github.com/scrapcodes/spark-templates
One stop shop for Apache spark starter samples.
Last synced: 03 Jan 2025
https://github.com/scrapcodes/kafkaproducer
Benchmarks to measure latency using spark and kafka.
Last synced: 03 Jan 2025
https://github.com/fpopic/hf-interview-challenge
(Interview) Mixin Data Engineering & Data Science with PySpark
data-engineering data-science pyspark python recipes spark
Last synced: 10 Jan 2025
https://github.com/elahe-dastan/jaraghe
How I learned Spark
count dataframe dataset spark transformations
Last synced: 14 Jan 2025
https://github.com/oceanbase/spark-connector-oceanbase
Apache Spark Connectors for OceanBase.
apache-spark obkv obkv-hbase oceanbase spark spark-connector
Last synced: 08 Jan 2025
https://github.com/damianmarti/7506-spark
Notebook de las clases de 75-06 Organización de Datos - FIUBA
Last synced: 09 Feb 2025
https://github.com/javaidiqbal11/arabic-tweets-sentiment-analysis-using-spark
This repo is for Twitter Arabic dataset for sentiment analysis using Apache Spark.
apache-spark arabic-nlp arabic-tweets flask pyhton3 sentiment-analysis spark twitter-api
Last synced: 03 Jan 2025
https://github.com/samuele-lolli/steam-recommendation-system
A basic recommendation system built with Scala and Spark
Last synced: 04 Feb 2025
https://github.com/pprattis/road-safety-database-with-jdbc-and-spark-rdd
A jdbc application that runs queries in pgAdmin to simulate the functionality of the UK Ministry of Transport's database using Apache Spark RDD for query implementation.
computer-science index java jdbc jdbc-database partitions pgadmin postgresql program query spark spark-sql sparkjava sql student
Last synced: 04 Feb 2025
https://github.com/pprattis/insurance-company-database-with-jdbc-and-spark-rdd
A jdbc application that runs queries in pgAdmin to simulate the functionality of an insurance company's database using Apache Spark RDD for query implementation.
computer-science java jdbc jdbc-database partitioning partitions postgresql program query spark spark-sql sparkjava sql student
Last synced: 04 Feb 2025
https://github.com/peteprattis/insurance-company-database-with-jdbc-and-spark-rdd
A jdbc application that runs queries in pgAdmin to simulate the functionality of an insurance company's database using Apache Spark RDD for query implementation.
computer-science java jdbc jdbc-database partitioning partitions postgresql program query spark spark-sql sparkjava sql student
Last synced: 18 Jan 2025
https://github.com/peteprattis/road-safety-database-with-jdbc-and-spark-rdd
A jdbc application that runs queries in pgAdmin to simulate the functionality of the UK Ministry of Transport's database using Apache Spark RDD for query implementation.
computer-science index java jdbc jdbc-database partitions pgadmin postgresql program query spark spark-sql sparkjava sql student
Last synced: 18 Jan 2025
https://github.com/tuancamtbtx/bigdata-spark-processing
Spark Batch Process
Last synced: 02 Jan 2025
https://github.com/ishaansathaye/csc369-introdistributedcomputing
Cal Poly Fall 2024 CSC 369 Intro to Distributed Computing
distributed-computing hadoop java map-reduce scala spark
Last synced: 09 Feb 2025
https://github.com/tuancamtbtx/python-spark-example
Spark template to submit to cluster
Last synced: 02 Jan 2025
https://github.com/neo4j-field/end-to-end-fraud-demo
An example of how to load the data backing Zach's awesome Fraud Demo
Last synced: 15 Feb 2025
https://github.com/tuancamtbtx/etl-spark-k8s
ETL With Apache Spark Deployed on K8s
apache k8s spark spark-sql spark-streaming
Last synced: 02 Jan 2025
https://github.com/ev2900/emr_studio_stock_price_demo
Demo EMR Studio notebook using PySpark to explore Stock Price Data
Last synced: 15 Feb 2025
https://github.com/rockfordwei/anagram
Anagram Solution Servers in Different Languages/Frameworks
anagram hdfs java javascript php python server spark swift
Last synced: 12 Jan 2025
https://github.com/vs4vijay/proof-of-concepts
A set of PoC which I had worked on
apache apache-kafka apache-spark authentication bitcoin blockchain blockchain-technology chirp chirp-sdk flask gui kafka poc proof-of-concept proof-of-work pykafka pyspark python python3 spark
Last synced: 10 Jan 2025
https://github.com/vermicida/data-lake
Data Lake, the code corresponding the project #4 of the Udacity's Data Engineer Nanodegree Program
aws-s3 data-engineering data-lake etl-pipeline python spark
Last synced: 26 Dec 2024