Tip
If you already have a SQL Server instance running, skip the steps to run SQL Server in a Docker container.
-
Start SQL Server in a Docker container:
docker run \ -e "ACCEPT_EULA=Y" -e "MSSQL_SA_PASSWORD=Co1umn&r" \ -p 1433:1433 --name mssql --hostname mssql \ -d \ mcr.microsoft.com/mssql/server:2025-latest
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Create a table in SQL Server and load data into it:
docker cp games.sql mssql:/tmp/games.sql docker exec -it mssql /opt/mssql-tools18/bin/sqlcmd \ -S localhost -U sa -P 'Co1umn&r' -C -i /tmp/games.sql
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Install the SQL Server ADBC driver:
dbc install mssql
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Customize the Python script
main.pyas needed- Change the connection arguments in
db_kwargs- Change
urias needed, using query parameters to add more connection arguments, or keep it as is to use the data included with this example
- Change
- If you changed which database you're connecting to, also change the SQL SELECT statement in
cursor.execute()
- Change the connection arguments in
Tip
To use Microsoft Entra ID for authentication, install the Azure CLI, log in using the az login command, and add fedauth= to your connection URI. For example:
sqlserver://my-database-endpoint.database.windows.net:1433?database=my-database-name&fedauth=ActiveDirectoryDefault
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Run the Python script:
uv run main.py
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Stop the Docker container running SQL Server:
docker stop mssql docker rm mssql