Inline SQL in any Python program, on local dataframes
Project description
Inline SQL
An engine for inline SQL in any Python program.
import pandas as pd
from inline_sql import sql
def head_data(count: int) -> pd.DataFrame:
return sql << "SELECT * FROM 'cars.csv' LIMIT $count"
cars = head_data(50)
origin_counts = sql << """
SELECT origin, COUNT(*) FROM $cars
GROUP BY origin
ORDER BY count DESC
"""
print(origin_counts)
most_common = origin_counts.origin[0]
print(sql << """
SELECT AVG(horsepower) FROM $cars
WHERE origin = $most_common
""")
Operates directly on an in-memory database: access local variables (pandas frames), CSV files, and interpolate values into queries.
Table of Contents
Installation
pip install inline-sql
Contributions
Contributions are appreciated, especially in the following areas:
- Additional query engines
- File format support (CSV, Parquet, Arrow)
- Support for dataframe libraries (e.g., Polars)
- Distributed computing (Ray, Dask)
- Documentation
License
inline-sql
is distributed under the terms of the MIT license.
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