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Python driver with native interface for ClickHouse

Project description

ClickHouse Python Driver

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ClickHouse Python Driver with native (TCP) interface support.

Asynchronous wrapper is available here: https://github.com/mymarilyn/aioch

Features

  • External data for query processing.

  • Query settings.

  • Compression support.

  • TLS support.

  • Types support:

    • Float32/64

    • [U]Int8/16/32/64/128/256

    • Date/Date32/DateTime(‘timezone’)/DateTime64(‘timezone’)

    • String/FixedString(N)

    • Enum8/16

    • Array(T)

    • Nullable(T)

    • Bool

    • UUID

    • Decimal

    • IPv4/IPv6

    • LowCardinality(T)

    • SimpleAggregateFunction(F, T)

    • Tuple(T1, T2, …)

    • Nested

    • Map(key, value)

  • Query progress information.

  • Block by block results streaming.

  • Reading query profile info.

  • Receiving server logs.

  • Multiple hosts support.

  • Python DB API 2.0 specification support.

  • Optional NumPy arrays support.

Documentation

Documentation is available at https://clickhouse-driver.readthedocs.io.

Usage

There are two ways to communicate with server:

  • using pure Client;

  • using DB API.

Pure Client example:

>>> from clickhouse_driver import Client
>>>
>>> client = Client('localhost')
>>>
>>> client.execute('SHOW TABLES')
[('test',)]
>>> client.execute('DROP TABLE IF EXISTS test')
[]
>>> client.execute('CREATE TABLE test (x Int32) ENGINE = Memory')
[]
>>> client.execute(
...     'INSERT INTO test (x) VALUES',
...     [{'x': 100}]
... )
1
>>> client.execute('INSERT INTO test (x) VALUES', [[200]])
1
>>> client.execute(
...     'INSERT INTO test (x) '
...     'SELECT * FROM system.numbers LIMIT %(limit)s',
...     {'limit': 3}
... )
[]
>>> client.execute('SELECT sum(x) FROM test')
[(303,)]

DB API example:

>>> from clickhouse_driver import connect
>>>
>>> conn = connect('clickhouse://localhost')
>>> cursor = conn.cursor()
>>>
>>> cursor.execute('SHOW TABLES')
>>> cursor.fetchall()
[('test',)]
>>> cursor.execute('DROP TABLE IF EXISTS test')
>>> cursor.fetchall()
[]
>>> cursor.execute('CREATE TABLE test (x Int32) ENGINE = Memory')
>>> cursor.fetchall()
[]
>>> cursor.executemany(
...     'INSERT INTO test (x) VALUES',
...     [{'x': 100}]
... )
>>> cursor.rowcount
1
>>> cursor.executemany('INSERT INTO test (x) VALUES', [[200]])
>>> cursor.rowcount
1
>>> cursor.execute(
...     'INSERT INTO test (x) '
...     'SELECT * FROM system.numbers LIMIT %(limit)s',
...     {'limit': 3}
... )
>>> cursor.rowcount
0
>>> cursor.execute('SELECT sum(x) FROM test')
>>> cursor.fetchall()
[(303,)]

License

ClickHouse Python Driver is distributed under the MIT license.

Project details


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clickhouse_driver-0.2.8-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl (840.5 kB view hashes)

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clickhouse_driver-0.2.8-cp37-cp37m-macosx_10_9_x86_64.whl (219.0 kB view hashes)

Uploaded CPython 3.7m macOS 10.9+ x86-64

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