SMRTR ProgrammingJul 16, 2026Daily.dev

Bridge SQL and Python with BigQuery

SMRTR summary

Google's BigFrames library introduces the %%bqsql IPython cell magic, letting data scientists chain SQL and Python code cells in Jupyter notebooks without manually shuttling data between them. Local pandas DataFrames can be queried directly with BigQuery SQL, results saved as BigFrames DataFrames, and visualized back in Python , all free via the BigQuery sandbox, no credit card required.

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