CDC Implementation

This page summarizes the projects mentioned and recommended in the original post on /r/dataengineering

InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
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  • dbt-external-tables

    dbt macros to stage external sources

  • We keep track of the schema in git using dbt-external-tables. If a new column is added upstream, whoever made the change is responsible for updating the schema in dbt. It's just a few lines of code. Once PR is merged, the external table that reads the S3 files is refreshed. We never remove columns.

  • debezium

    Change data capture for a variety of databases. Please log issues at https://issues.redhat.com/browse/DBZ.

  • We use debezium at work to push data from operational databases to data warehouse.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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