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Run Apache Spark/Hadoop jobs, or work with third-party data platforms such as Databricks, Cloudera, and Azure HDInsight.

Product	Required Products	How to Access
Spark	MATLAB Compiler MATLAB Parallel Server MATLAB	In-product (MATLAB Compiler) – see Documentation In-product (MATLAB Parallel Server) – see Documentation Get on GitHub
Hadoop	MATLAB Compiler Parallel Computing Toolbox or MATLAB Parallel Server	In-product (MATLAB Compiler) – see Documentation In-product (MATLAB Parallel Computing Toolbox) – See Documentation
Databricks	MATLAB Compiler	Learn more and download
Cloudera Data Platform	MATLAB Compiler MATLAB Parallel Server	In-product (MATLAB Compiler) – see Documentation In-product (MATLAB Parallel Server) – see Documentation
Apache Ambari	MATLAB Compiler	In-product – see Documentation
Azure HDInsight	MATLAB Compiler	In-product – see Documentation
Domino Data Lab	MATLAB	Learn more
Google BigQuery	MATLAB	Get on Github

Access data in cloud data stores.

Product	Required Products	How to Access
AWS Athena	MATLAB	Get on Github
AWS DynamoDB	MATLAB	Get on Github
AWS S3	MATLAB	In-product – see Documentation
Azure BLOB Storage	MATLAB	In-product – see Documentation
Azure Cosmos DB	MATLAB	Get on Github
Azure Data Lake Storage Gen2	MATLAB	Get on Github
Google Storage	MATLAB	Get on Github

Access data in relational, and non-relational NoSQL databases.

Product	Required Products	How to Access
MySQL	MATLAB Database Toolbox	In-product – see Documentation
PostgreSQL	MATLAB Database Toolbox	In-product – see Documentation
MongoDB	MATLAB Database Toolbox	In-product – see Documentation
Cassandra	MATLAB Database Toolbox	In-product – see Documentation
Neo4j	MATLAB Database Toolbox	In-product – see Documentation
Relational Databases e.g. Microsoft Access, Microsoft SQL Server, Oracle etc. (ODBC/JDBC)	MATLAB Database Toolbox	In-product – see Documentation

Consume and publish data to perform analytics

Product	Required Products	How to Access
AWS SNS	MATLAB	Get on Github
AWS SQS	MATLAB	Get on Github
Kafka	MATLAB MATLAB Production Server	Get on Github Learn more and download
RabbitMQ	MATLAB Production Server	Get on Github
Azure Data Lake G2 Queue	MATLAB	Get on Github
MQTT	Industrial Communication Toolbox	In-product – see Documentation
OPC-UA, OPC-DA	Industrial Communication Toolbox	In-product – see Documentation
Modbus	Industrial Communication Toolbox	In-product – see Documentation

Access data in popular file formats.

Product	Required Products	How to Access
Microsoft Excel	MATLAB	In-product – see Documentation
Text Files (.csv, .txt)	MATLAB	In-product – see Documentation
Parquet Files	MATLAB	In-product – see Documentation
Avro Files	MATLAB	Get on Github