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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.
Since your existing transformation queries are written in SQL and orchestrated by Airflow, then you could write your DDL queries together with a database migration tool, for example: Sqitch, Flyway, and Liquidbase (there's probably more I'm missing).
Since your existing transformation queries are written in SQL and orchestrated by Airflow, then you could write your DDL queries together with a database migration tool, for example: Sqitch, Flyway, and Liquidbase (there's probably more I'm missing).
If you are using ClickHouse/Snowflake, you can try bytebase.com. It's the only tool with GUI and is built for team collaboration.