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Start from the combination closest to your real pipeline. Each guide includes supported strategies, schema evolution behavior, reconciliation notes, type mapping caveats, and runbooks.

Start from your route (source → sink): the Flow column below is the same route vocabulary as the source → sink matrix. For Airflow, scaffold that route with a built-in recipe on First Airflow DAG.

Evidence values:

  • wide vendor-live — Docker vendor-live suite covers the sink strategy set documented in the guide (certification bar);
  • Batch ETL — supported path; see the guide for the current evidence breadth.

Most common database flows

Flow Evidence Start here
PostgreSQL -> MSSQL wide vendor-live Postgres -> MSSQL
PostgreSQL -> PostgreSQL wide vendor-live Postgres -> Postgres
PostgreSQL -> ClickHouse wide vendor-live Postgres -> ClickHouse
MySQL -> MSSQL wide vendor-live MySQL -> MSSQL
MySQL -> Postgres wide vendor-live MySQL -> Postgres
MySQL -> ClickHouse wide vendor-live MySQL -> ClickHouse
MSSQL -> MSSQL wide vendor-live MSSQL -> MSSQL
MSSQL -> ClickHouse wide vendor-live MSSQL -> ClickHouse

MySQL wide-certified flows

Flow Evidence Start here
MySQL -> BigQuery wide vendor-live MySQL -> BigQuery
MySQL -> Postgres wide vendor-live MySQL -> Postgres
MySQL -> MSSQL wide vendor-live MySQL -> MSSQL
MySQL -> ClickHouse wide vendor-live MySQL -> ClickHouse
MySQL -> Kafka wide vendor-live MySQL -> Kafka

MSSQL wide-certified flows

Flow Evidence Start here
MSSQL -> BigQuery wide vendor-live MSSQL -> BigQuery
MSSQL -> Postgres wide vendor-live MSSQL -> Postgres
MSSQL -> MSSQL wide vendor-live MSSQL -> MSSQL
MSSQL -> ClickHouse wide vendor-live MSSQL -> ClickHouse
MSSQL -> Kafka wide vendor-live MSSQL -> Kafka

API and Kafka flows

Flow Evidence Start here
REST API -> MSSQL Batch ETL REST API -> MSSQL
REST API -> ClickHouse Batch ETL REST API -> ClickHouse
Kafka -> MSSQL Batch ETL Kafka -> MSSQL
PostgreSQL -> Kafka wide vendor-live Postgres -> Kafka
MySQL -> Kafka wide vendor-live MySQL -> Kafka
MSSQL -> Kafka wide vendor-live MSSQL -> Kafka

Warehousing flows

Flow Evidence Start here
PostgreSQL -> BigQuery wide vendor-live Postgres -> BigQuery
MySQL -> BigQuery wide vendor-live MySQL -> BigQuery
MSSQL -> BigQuery wide vendor-live MSSQL -> BigQuery
ClickHouse -> BigQuery Batch ETL ClickHouse -> BigQuery
REST API -> BigQuery Batch ETL REST API -> BigQuery
Kafka -> BigQuery Batch ETL Kafka -> BigQuery

Full matrix

Use the Source -> sink matrix when you need every supported pair and strategy in one place.

Use the Type mapping matrix when you need to understand how source types map into target systems.

Use Route live wide certification when you need the evidence bar behind wide vendor-live claims.