Data Transformation, Schema Changes, and Data Masking in Airbyte Postgres Replication

Summary

Inquiry about data transformation, schema changes, and data masking capabilities in Airbyte’s Postgres replication connector.


Question

Hi, I have a Postgresql readonly replica with streaming replication. I saw that Airbyte can do the replication from a source Postgres instance. I would like to know the following,

  1. Is it possible to do data transform before/after Airbyte replication ?
  2. Does the schema changes (adding new columns, keys on tables) need manual intervention ?
  3. Is it possible to mask columns to restrict sensitive data leak ?
    Thanks.


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["data-transformation", "schema-changes", "data-masking", "airbyte", "postgres-replication"]