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debezium
Change data capture for a variety of databases. Please log issues at https://issues.redhat.com/browse/DBZ.
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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.
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.
We use debezium at work to push data from operational databases to data warehouse.
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