Client APIs
Result Conversion
DuckDB supports converting query results efficiently to a variety of formats. See the [result conversion page](#docs:api:python:conversion) for more information.  
```python
import duckdb

duckdb.sql("SELECT 42").fetchall()   # Python objects
duckdb.sql("SELECT 42").df()         # Pandas DataFrame
duckdb.sql("SELECT 42").pl()         # Polars DataFrame
duckdb.sql("SELECT 42").arrow()      # Arrow Table
duckdb.sql("SELECT 42").fetchnumpy() # NumPy Arrays
```