tonbo 0.1.0

Tonbo Python Binding

Tonbo Python Binding

This package intends to build a native python binding for Tonbo.

Tonbo's Python bindings can be used to build data-intensive applications, including other types of databases.

Example

from tonbo import DbOption, Column, DataType, Record, TonboDB, Bound
from tonbo.fs import from_filesystem_path
import asyncio
import os

# define a Tonbo record
@Record
class User:
    age = Column(DataType.Int8, name="age", primary_key=True)
    height = Column(DataType.Int16, name="height", nullable=True)
    weight = Column(DataType.Int8, name="weight", nullable=False)

async def main():

    if not os.path.exists("db_path/users"):
        os.makedirs("db_path/users")
    db = TonboDB(DbOption(from_filesystem_path("db_path/users")), User())

    await db.insert(User(age=18, height=175, weight=60))
    record = await db.get(18)
    assert record == {"age": 18, "height": 175, "weight": 60}

    txn = await db.transaction()
    txn.insert(User(age=19, height=195, weight=75))
    result = await txn.get(19)
    assert result == {"age": 19, "height": 195, "weight": 75}

    # commit transaction
    await txn.commit()

    txn = await db.transaction()
    # range scan, supports pushing down and limit
    scan = await txn.scan(
        Bound.Excluded(18), None, limit=100, projection=["age", "weight"]
    )
    async for record in scan:
        print(record)

asyncio.run(main())

See examples for more information.

Roadmap

• Remote storage API mapping and test
• Integrate with other Arrow analytical tools

Development

This assumes that you have Rust and cargo installed. We use the pyo3 to generate a native Python module and use maturin to build Rust-based Python packages.

First, follow the commands below to build a new Python virtualenv, and install maturin into the virtualenv using Python's package manager, pip:

# setup virtualenv
python -m venv .env
# activate venv
source .env/bin/activate

# install maturin
pip install maturin
# build bindings
maturin develop

Whenever Rust code changes run:

maturin develop

Run tests:

maturin develop -E test
python -m pytest