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pd.read_sql()

AI & DATA SCIENCE // pd-read-sql

Read SQL query or database table into a DataFrame.

Syntax

df = pd.read_sql('SELECT * FROM table_name', con=engine)

Examples

Example 01Basic Usage
df = pd.read_sql('SELECT * FROM table_name', con=engine)

Best Practices

  • Use vectorized operations over iterations (e.g. iterrows()) for performance.
  • Always verify memory usage when loading large files.