Web Reference: Jul 23, 2025 · ipython-sql is a %sql magic for python. This is a magic extension that allows you to immediately write SQL queries into code cells and read the results into pandas DataFrames. Feb 26, 2023 · Bind variables are passed through to the SQL engine and can only be used to replace strings passed to SQL. $ and {} are substituted before passing to SQL and can be used to form SQL statements dynamically. Introduces a %sql (or %%sql) magic. IPython-SQL's functionality and maintenance have been eclipsed by JupySQL, a fork maintained and developed by the Ploomber team. Future work will be directed into JupySQL - please file issues there, as well!
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