đŸĨžIngestion / ELT

Data Ingestion tools are a subset of data movement tools.

We classify a tool as a data ingestion tool if it specialises in moving data from a source to a destination, where the destination is one of a data lake or data warehouse.

We also include all-in-one ELT platforms here. This includes pieces of software that can be used for the "EL" as well as the "T", such as Matillion's Data Productivity Cloud ("DPC").

Examples of Data Lakes

  • S3

  • GBP Object Store

  • Azure Data Lake Storage ("ADLS")

Examples of Data Warehouses

  • Snowflake

  • Databricks (delta)

  • Bigquery

  • Redshift

  • Clickhouse

  • Trino

  • Databend

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