A package for handling SQL upsert operations with pandas DataFrames
Project description
SQL Upsert
A Python package for handling SQL upsert operations with pandas DataFrames.
Installation
pip install sql_upsert
Usage
import sql_upsert as pdu
import pandas as pd
from sqlalchemy import create_engine
# Create engine
engine = create_engine('sqlite:///example.db')
# Create sample DataFrame
df = pd.DataFrame({'id': [1, 2], 'value': ['a', 'b']})
# Write with upsert functionality
pdu.to_sql_upsert(df, 'my_table', engine, unique_columns=['id'])
Features
- Automatic handling of upsert operations
- Support for custom unique constraints
- Compatible with any SQLAlchemy supported database
- Preserves column types when creating tables
Requirements
- Python >= 3.6
- SQLAlchemy >= 1.4.0
- pandas >= 1.0.0
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