eftoolkit 3.2.0

A streamlined Python toolkit for everyday programming tasks and utilities

eftoolkit

A streamlined Python toolkit for everyday programming tasks and utilities.

Documentation | Installation | Quickstart

Installation

uv add eftoolkit

Or with pip:

pip install eftoolkit

For development:

git clone https://github.com/ethanfuerst/eftoolkit.git
cd eftoolkit
uv sync

Stability

eftoolkit is Alpha. Minor bumps aim to be additive; breaking changes ship with a major bump. See the version policy for pin recommendations.

Quick Start

from eftoolkit.sql import DuckDB
from eftoolkit.s3 import S3FileSystem
from eftoolkit.gsheets import Spreadsheet

# DuckDB with in-memory database
db = DuckDB()
db.create_table('users', "SELECT 1 as id, 'Alice' as name")
df = db.get_table('users')

# S3 operations (requires credentials)
s3 = S3FileSystem(
    access_key_id='...',
    secret_access_key='...',
    region='us-east-1',
)
s3.write_df_to_parquet(df, 's3://my-bucket/data/output.parquet')

# Google Sheets (requires service account credentials)
ss = Spreadsheet(credentials={...}, spreadsheet_name='My Sheet')
with ss.worksheet('Sheet1') as ws:
    ws.write_dataframe(df)
    ws.format_range('A1:B1', {'textFormat': {'bold': True}})
    # flush() called automatically on exit

# Google Sheets local preview (no credentials needed!)
ss = Spreadsheet(local_preview=True, spreadsheet_name='Preview')
ws = ss.worksheet('Sheet1')
ws.write_dataframe(df)
ws.flush()
ws.open_preview()  # Opens HTML in browser

Development

# Install dev dependencies
uv sync

# Run linting and formatting
uv run pre-commit run --all-files

# Run tests
uv run pytest

# Run tests with coverage
uv run pytest --cov=eftoolkit --cov-report=term-missing

# Coverage report
uv run coverage report -m

# Build documentation locally
uv run mkdocs serve

Releasing (Maintainers Only)

Releases are automated via the release script. You must be on the main branch with no uncommitted changes:

./scripts/release.sh patch  # 0.1.0 -> 0.1.1
./scripts/release.sh minor  # 0.1.0 -> 0.2.0
./scripts/release.sh major  # 0.1.0 -> 1.0.0

This runs all checks, auto-bumps the version, generates release notes, and triggers the PyPI publish workflow.

Project Structure

eftoolkit/
├── eftoolkit/          # Main package
│   ├── sql/            # DuckDB wrapper with S3 integration
│   ├── s3/             # S3FileSystem for parquet read/write
│   ├── gsheets/        # Google Sheets client with batching
│   └── config/         # Configuration utilities
├── docs/               # Documentation (MkDocs)
└── tests/              # pytest test suite