Timeplus Python Driver

Introduction

Timeplus is a unified streaming and historical data processing engine in a single binary.

This project provides python driver to interact with Timeplus Proton or Timeplus Enterprise, the code is based on https://github.com/mymarilyn/clickhouse-driver.

Installation

Timeplus Python Driver currently supports the following versions of Python: 3.8, 3.9, 3.10, 3.11, 3.12, 3.13, and 3.14.

The driver fully supports the free-threaded 3.14t interpreter: all compiled extensions declare free-threading compatibility, so the GIL stays disabled when the driver is imported. cp314t wheels are published alongside the regular cp314 wheels under the same package name — pip on a free-threaded interpreter picks the right wheel automatically.

One caveat: the optional compression extras (proton-driver[lz4] / [zstd]) are not fully free-threaded yet. lz4 4.4.5+ already declares free-threading support, but both extras also require clickhouse-cityhash, which has no free-threaded (cp314t) wheels and whose sdist does not compile on 3.14t — a free-threaded fork is maintained at timeplus-io/proton-cityhash and will replace it in a follow-up release. zstd ships cp314t wheels but does not declare free-threading support, so importing it re-enables the GIL process-wide (everything still works, just without free-threaded parallelism). Uncompressed connections — the default — are unaffected.

Installing with pip We recommend creating a virtual environment when installing Python dependencies. For more information on setting up a virtual environment, see the Python documentation.

pip install proton-driver --extra-index-url https://d.timeplus.com/simple/

Quick Start

  1. Run Timeplus Proton with docker. Make sure the port 8463 is exposed.

docker run -d -p 8463:8463 --pull always --name proton d.timeplus.com/timeplus-io/proton:latest

  1. Run following python code

from proton_driver import connect
with connect("proton://default:@localhost:8463/default") as conn:
  with conn.cursor() as cursor:
    cursor.execute("select 1")
    print(cursor.fetchone())

above code should return (1,) , which shows that everything is working fine now.

Streaming Query

from proton_driver import client

c = client.Client(host='127.0.0.1', port=8463)

# create a random stream if not exist
c.execute("CREATE RANDOM STREAM IF NOT EXISTS"
          " devices("
          " device string default 'device'||to_string(rand()%4), "
          " temperature float default rand()%1000/10"
          ")")
# query the stream and return in a iterator
rows = c.execute_iter(
    "SELECT device, count(*), min(temperature), max(temperature) "
    "FROM devices GROUP BY device",
)
for row in rows:
    print(row)

the output of the code will be something like following, as for streaming query is unbounded, you can add your flow control to terminate the loop.

('device0', 747, 0.0, 99.5999984741211)
('device1', 723, 0.10000000149011612, 99.30000305175781)
('device3', 768, 0.30000001192092896, 99.9000015258789)
('device2', 762, 0.20000000298023224, 99.80000305175781)
('device0', 1258, 0.0, 99.5999984741211)
('device1', 1216, 0.10000000149011612, 99.69999694824219)
('device3', 1276, 0.30000001192092896, 99.9000015258789)
('device2', 1250, 0.20000000298023224, 99.80000305175781)

Insert Data

from proton_driver import client

c = client.Client(host='127.0.0.1', port=8463)

# create a random stream if not exist
c.execute("INSERT INTO proton_stream (raw) VALUES",rows) #rows is an array of arrays

Pandas DataFrame

Big fan of Pandas? We too! You can mix SQL and Pandas API together. Also you can converting query results to a variety of formats(e.g. Numpy Array, Pandas DataFrame, Polars DataFrame, Arrow Table) by DBAPI.

import pandas as pd
import time

from proton_driver import client

if __name__ == "__main__":
    c = client.Client(host='127.0.0.1', port=8463)

    # setup the test stream
    c.execute("drop stream if exists test")
    c.execute("""create stream test (
                    year int16,
                    first_name string
                )""")
    # add some data
    df = pd.DataFrame.from_records([
        {'year': 1994, 'first_name': 'Vova'},
        {'year': 1995, 'first_name': 'Anja'},
        {'year': 1996, 'first_name': 'Vasja'},
        {'year': 1997, 'first_name': 'Petja'},
    ])
    c.insert_dataframe(
        'INSERT INTO "test" (year, first_name) VALUES',
        df,
        settings=dict(use_numpy=True),
    )
    # or c.execute("INSERT INTO test(year, first_name) VALUES", df.to_dict('records'))
    time.sleep(3) # wait for 3 sec to make sure data available in historical store

    df = c.query_dataframe('SELECT * FROM table(test)')
    print(df)
    print(df.describe())

    # Converting query results to a variety of formats with dbapi
    with connect('proton://localhost') as conn:
        with conn.cursor() as cur:
            cur.execute('SELECT * FROM table(test)')
            print(cur.df()) # Pandas DataFrame

            cur.execute('SELECT * FROM table(test)')
            print(cur.fetchnumpy()) # Numpy Arrays

            cur.execute('SELECT * FROM table(test)')
            print(cur.pl()) # Polars DataFrame

            cur.execute('SELECT * FROM table(test)')
            print(cur.arrow()) # Arrow Table

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for timeplus from gravatar.com timeplus

Credits

Author: Gang Tao

License

MIT License (MIT)

Requires

Python <4, >=3.8

Provides Extra

lz4 zstd numpy

Tags

Proton db database cloud analytics

Classifiers

Report project as malware

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for timeplus from gravatar.com timeplus

Credits

Author: Gang Tao

License

MIT License (MIT)

Requires

Python <4, >=3.8

Provides Extra

lz4 zstd numpy

Tags

Proton db database cloud analytics

Classifiers

Report project as malware

Release files for proton-driver 0.3.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for proton-driver 0.3.0
File Size Uploaded
proton_driver-0.3.0.tar.gz 414.1 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for proton-driver 0.3.0
File
proton_driver-0.3.0-pp311-pypy311_pp73-win_amd64.whl 183.8 kB PyPy 3.11 PyPy 3.11 7.3 Windows x86-64 Details
proton_driver-0.3.0-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 209.2 kB PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64 Details
proton_driver-0.3.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 206.9 kB PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64 Details
proton_driver-0.3.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl 177.1 kB PyPy 3.11 PyPy 3.11 7.3 macOS 11.0+ ARM64 Details
proton_driver-0.3.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl 178.9 kB PyPy 3.11 PyPy 3.11 7.3 macOS 10.15+ x86-64 Details
proton_driver-0.3.0-cp314-cp314t-win_amd64.whl 225.2 kB CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
proton_driver-0.3.0-cp314-cp314t-musllinux_1_2_x86_64.whl 1.0 MB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
proton_driver-0.3.0-cp314-cp314t-musllinux_1_2_aarch64.whl 1.0 MB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 Details
proton_driver-0.3.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 1.1 MB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64 Details
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proton_driver-0.3.0-cp314-cp314t-macosx_10_15_x86_64.whl 212.0 kB CPython 3.14 CPython 3.14 free-threading macOS 10.15+ x86-64 Details
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proton_driver-0.3.0-cp314-cp314-macosx_11_0_arm64.whl 195.6 kB CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
proton_driver-0.3.0-cp314-cp314-macosx_10_15_x86_64.whl 200.5 kB CPython 3.14 CPython 3.14 macOS 10.15+ x86-64 Details
proton_driver-0.3.0-cp313-cp313-win_amd64.whl 193.9 kB CPython 3.13 CPython 3.13 Windows x86-64 Details
proton_driver-0.3.0-cp313-cp313-musllinux_1_2_x86_64.whl 986.4 kB CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
proton_driver-0.3.0-cp313-cp313-musllinux_1_2_aarch64.whl 976.2 kB CPython 3.13 CPython 3.13 Linux musl 1.2+ ARM64 Details
proton_driver-0.3.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 1.0 MB CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64 Details
proton_driver-0.3.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.0 MB CPython 3.13 CPython 3.13 Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64 Details
proton_driver-0.3.0-cp313-cp313-macosx_11_0_arm64.whl 195.2 kB CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
proton_driver-0.3.0-cp313-cp313-macosx_10_13_x86_64.whl 199.9 kB CPython 3.13 CPython 3.13 macOS 10.13+ x86-64 Details
proton_driver-0.3.0-cp312-cp312-win_amd64.whl 195.2 kB CPython 3.12 CPython 3.12 Windows x86-64 Details
proton_driver-0.3.0-cp312-cp312-musllinux_1_2_x86_64.whl 998.4 kB CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
proton_driver-0.3.0-cp312-cp312-musllinux_1_2_aarch64.whl 990.5 kB CPython 3.12 CPython 3.12 Linux musl 1.2+ ARM64 Details
proton_driver-0.3.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 1.0 MB CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64 Details
proton_driver-0.3.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.0 MB CPython 3.12 CPython 3.12 Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64 Details
proton_driver-0.3.0-cp312-cp312-macosx_11_0_arm64.whl 197.2 kB CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
proton_driver-0.3.0-cp312-cp312-macosx_10_13_x86_64.whl 201.9 kB CPython 3.12 CPython 3.12 macOS 10.13+ x86-64 Details
proton_driver-0.3.0-cp311-cp311-win_amd64.whl 194.5 kB CPython 3.11 CPython 3.11 Windows x86-64 Details
proton_driver-0.3.0-cp311-cp311-musllinux_1_2_x86_64.whl 958.0 kB CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
proton_driver-0.3.0-cp311-cp311-musllinux_1_2_aarch64.whl 951.4 kB CPython 3.11 CPython 3.11 Linux musl 1.2+ ARM64 Details
proton_driver-0.3.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 981.0 kB CPython 3.11 CPython 3.11 Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64 Details
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proton_driver-0.3.0-cp311-cp311-macosx_11_0_arm64.whl 198.1 kB CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
proton_driver-0.3.0-cp311-cp311-macosx_10_9_x86_64.whl 201.2 kB CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details
proton_driver-0.3.0-cp310-cp310-win_amd64.whl 194.0 kB CPython 3.10 CPython 3.10 Windows x86-64 Details
proton_driver-0.3.0-cp310-cp310-musllinux_1_2_x86_64.whl 905.4 kB CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
proton_driver-0.3.0-cp310-cp310-musllinux_1_2_aarch64.whl 898.8 kB CPython 3.10 CPython 3.10 Linux musl 1.2+ ARM64 Details
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proton_driver-0.3.0-cp39-cp39-macosx_11_0_arm64.whl 199.3 kB CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
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proton_driver-0.3.0-cp38-cp38-win_amd64.whl 198.2 kB CPython 3.8 CPython 3.8 Windows x86-64 Details
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proton_driver-0.3.0-cp38-cp38-musllinux_1_2_aarch64.whl 902.0 kB CPython 3.8 CPython 3.8 Linux musl 1.2+ ARM64 Details
proton_driver-0.3.0-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 929.9 kB CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64 Details
proton_driver-0.3.0-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 936.7 kB CPython 3.8 CPython 3.8 Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 Details
proton_driver-0.3.0-cp38-cp38-macosx_11_0_arm64.whl 204.8 kB CPython 3.8 CPython 3.8 macOS 11.0+ ARM64 Details
proton_driver-0.3.0-cp38-cp38-macosx_10_9_x86_64.whl 208.4 kB CPython 3.8 CPython 3.8 macOS 10.9+ x86-64 Details

Total release size: 37.3 MB

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