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Apache Spark

93 projects

Showing 21 of 93 projects

Spark-BigQuery
Spark-BigQueryScala

A Spark library for reading from and writing to Google BigQuery using DataFrames and SQL.

#apache-spark#data-engineering#gcp
Stars156
Forks50
Last commit6 years ago
Apache DataFu
Apache DataFuJava

A collection of libraries for large-scale data processing in Hadoop ecosystems, including Spark, Pig, and incremental MapReduce.

#apache-spark#mapreduce#user-defined-functions
Stars124
Forks66
Last commit16 days ago
spark-connect-rs
spark-connect-rsRust

An experimental Rust client for Apache Spark Connect, providing a DataFrame API to interact with Spark clusters.

#spark-connect#apache-spark#spark
Stars116
Forks24
Last commit1 year ago
yurita
yuritaScala

An open-source framework for developing large-scale anomaly detection models using Apache Spark.

#statistical-models#apache-spark#security-analytics
Stars109
Forks30
Last commit6 years ago
JPMML-Spark
JPMML-SparkScala

A PMML evaluator library for Apache Spark that provides ML-compatible transformers for deploying predictive models.

#pmml#apache-spark#model-deployment
Stars99
Forks43
Last commit5 months ago
kafka-sparkstreaming-cassandra
kafka-sparkstreaming-cassandraJupyter Notebook

A Docker container providing a complete streaming environment for experimenting with Kafka, Spark Streaming, and Cassandra.

#apache-spark#experimentation#real-time-processing
Stars96
Forks59
Last commit
Docker for beginners
Docker for beginnersJupyter Notebook

A collection of interactive Jupyter notebooks for learning Hadoop, Spark, and MapReduce with hands-on tutorials and demos.

#google-colab#mapreduce-bash#apache-spark
Stars87
Forks27
Last commit2 months ago
Scylla-Migrator
Scylla-MigratorScala

A Spark application for migrating data to ScyllaDB from CQL-compatible databases or DynamoDB via Alternator.

#apache-spark#parquet#migration
Stars73
Forks50
Last commit8 days ago
timely-security-analytics
timely-security-analyticsScala

Demo code for analyzing AWS CloudTrail and S3 logs using Apache Spark to detect security anomalies and enable SQL queries.

#aws-security#apache-spark#sql-queries
Stars29
Forks13
Last commit6 years ago
sample KafkaSparkCassandra
sample KafkaSparkCassandraScala

A Scala sample application demonstrating Spark Streaming integration with Kafka and Cassandra for data processing.

#apache-spark#real-time-analytics#scala
Stars22
Forks23
Last commit7 years ago
Sparkling
SparklingScala

A Scala/Spark library for efficient processing, extraction, and derivation of web archive data (CDX/WARC).

#apache-spark#jupyter-integration#cdx
Stars17
Forks2
Last commit2 months ago
Tweet Archvies Unleashed Toolkit
Tweet Archvies Unleashed ToolkitScala

An open-source toolkit for analyzing line-oriented JSON Twitter archives using Apache Spark.

#twitter-analysis#apache-spark#spark
Stars10
Forks2
Last commit4 months ago
HadoopConcatGz
HadoopConcatGzJava

A splitable Hadoop InputFormat for processing concatenated GZIP files and web archive (*.warc.gz) data efficiently in distributed systems.

#apache-spark#distributed-processing#java-library
Stars9
Forks2
Last commit8 years ago
Spin up PySpark and PySparkling on AWS
Spin up PySpark and PySparkling on AWSPython

Automates AWS EMR cluster deployment and Spark job submission with integrated logging and PySparkling support for H2O.

#h2o#apache-spark#pysparkling
Stars8
Forks5
Last commit9 years ago
gatling-sql
gatling-sqlScala

A Gatling extension for stress testing SQL databases and Spark Thrift Server via JDBC.

#apache-spark#load-testing#stress-testing
Stars6
Forks8
Last commit5 years ago
spark-connect-csharp
spark-connect-csharpC#

A thin C# gRPC client for communicating with Apache Spark Connect servers, enabling .NET applications to interact with Spark clusters.

#spark-connect#apache-spark#apache
Stars2
Forks0
Last commit2 years ago
sample Spark Job Server Cassandra
sample Spark Job Server CassandraScala

A sample Spark job demonstrating how to use Spark Jobserver to run Apache Spark analytics with Cassandra.

#apache-spark#sample-project#spark-jobserver
Stars2
Forks2
Last commit
spark-resources-metrics-plugin
spark-resources-metrics-pluginScala

An Apache Spark plugin that collects system resource metrics (CPU, memory) not provided by Spark's native metrics system.

#apache-spark#spark#metrics-collection
Stars1
Forks5
Last commit
sample Spark Cassandra with SSL
sample Spark Cassandra with SSLJava

A sample Spark job demonstrating analytics on Cassandra with SSL encryption for secure data processing.

#apache-spark#ssl-tls#sample-code
Stars1
Forks3
Last commit7 years ago
Import CSV files with spark
Import CSV files with sparkScala

Import CSV files from AWS S3 into Cassandra using Apache Spark with a simple configuration-based approach.

#apache-spark#csv-import#aws-s3
Stars0
Forks0
Last commit9 years ago
TD-Spark
TD-SparkJava

A Java project that reads from and writes to TDengine using Apache Spark for data processing.

#apache-spark#connector#java
Stars0
Forks1
Last commit4 years ago
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#Big Data68
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#Distributed Computing37
#Scala34
#Machine Learning26
#Python23
#Data Engineering17
#Dataframe16
#Pyspark15
#Etl14
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