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How to Migrate from Microsoft SQL Server to Google BigQuery ​

Skippr is the easiest way to migrate from MSSQL to BigQuery and get fully cleansed and modeled data in one run command.

Source: MSSQL. Destination: BigQuery.

Sample config ​

yaml
skippr:
  workspace: mssql_to_bigquery
pipelines:
  mssql_to_bigquery:
    data_source: data_sources.source
    data_sink: data_sinks.warehouse
data_sources:
  source:
    Mssql:
      connection_string: "${MSSQL_CONNECTION_STRING}"
data_sinks:
  warehouse:
    Bigquery:
      project: my-gcp-project
      dataset: raw_data
      location: US

Environment ​

bash
export GOOGLE_APPLICATION_CREDENTIALS="/path/to/service-account.json"
export MSSQL_CONNECTION_STRING="server=tcp:127.0.0.1,1433;database=testdb;user id=sa;password=YourPass;TrustServerCertificate=true"

Source connector: mssql. Destination connector: bigquery.

See Quick start.