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Clickhouse Python/asyncio library for use with SQLAlchemy core

Project description

Clickhouse Python/asyncio library for use with SQLAlchemy core

Example

import aiochsa
import sqlalchemy as sa

table = sa.Table(
    'test', sa.MetaData(),
    sa.Column('id', sa.Integer),
    sa.Column('name', sa.String),
)

async with aiochsa.connect('clickhouse://127.0.0.1:8123') as conn:
    await conn.execute(
        table.insert(),
        [
            {'id': 1, 'name': 'Alice'},
            {'id': 2, 'name': 'Bob'},
        ],
    )
    rows = await conn.fetch(
        table.select()
    )

To add FINAL modifier use with_hint(table, 'FINAL') (see SQLAlchemy docs for details).

Configure logging to show SQL:

logging.getLogger('aiochsa.client.SQL').setLevel(logging.DEBUG)

Custom type converters

Here is an example of installing converter for ClickHouse’s DateTime type that requires and returns timezone-aware Python’s datetime object and stores it as UTC:

from datetime import datetime
import aiochsa
from aiochsa.types import DateTimeUTCType, TypeRegistry

types = TypeRegistry()
types.register(DateTimeUTCType, ['DateTime'], datetime)
conn = aiochsa.connect(dsn, types=types)

Change log

See CHANGELOG.

Development

Prerequizites: Python (use pyenv to manage multiple versions), pip, tox, coverage, docker, docker-compose.

Running tests:

# Run whole tests matrix:
tox
# Run test with specific Python version only:
tox -e py38
# Test with specific Clickhouse version:
tox -e py38 -- --clickhouse-version=21.2.2.8
# Run specified test(s):
tox -e py38 -- tests/test_execute.py::test_aggregate_function

Project details


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