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Apache Hop vs data.table

Apache Hop logo

Apache Hop

7.7#1 in data preparation for analyticsFree plan
Free planWebAPILinuxmacOS
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data.table logo

data.table

6.5#17 in data transformation toolsFree plan
Free planLinuxmacOSWindows
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What both publish

FactApache Hopdata.table
IntegrationsListed integrations include PostgreSQL, MySQL, Oracle, SQL Server, Snowflake, BigQuery, Redshift, Databricks, MongoDB, Neo4j, Kafka, Cassandra, Salesforce, SAP, Parquet, Avro, S3, Azure Blob, Google Cloud Storage, REST and SFTP.data.table is an R package and can use R functions from other packages in queries.
LicenseThe project says Hop is developed in the open under the Apache License 2.0.The project repository identifies its license as MPL-2.0.

Apache Hop plans

  • Apache HopFree

data.table plans

  • data.tableFree

Pick Apache Hop if…

Hop suits data teams that want visual pipeline design and workflow orchestration across varied databases and execution environments. It is appropriate for users able to manage Java 21 for version 2.19.0 and carefully restrict destructive operations.

Pick data.table if…

It suits R users who work with delimited files and need in-memory tabular data operations. It is not intended for workflows centered on binary files such as Parquet or data stored in remote SQL databases.

Charts they share