This is the official Python client library for QuestDB.
This client library implements QuestDB’s variant of the InfluxDB Line Protocol (ILP) over HTTP and TCP.
ILP provides the fastest way to insert data into QuestDB.
This implementation supports authentication and full-connection encryption with TLS.
Quickstart
The latest version of the library is 2.0.3 (changelog).
python3 -m pip install -U questdb[dataframe]
Please start by setting up QuestDB . Once set up, you can use this library to insert data.
The most common way to insert data is from a Pandas dataframe.
import pandas as pd
from questdb.ingress import Sender
df = pd.DataFrame({
'id': pd.Categorical(['toronto1', 'paris3']),
'temperature': [20.0, 21.0],
'humidity': [0.5, 0.6],
'timestamp': pd.to_datetime(['2021-01-01', '2021-01-02'])})
conf = f'http::addr=localhost:9000;'
with Sender.from_conf(conf) as sender:
sender.dataframe(df, table_name='sensors', at='timestamp')
You can also send individual rows. This only requires a more minimal installation:
python3 -m pip install -U questdb
from questdb.ingress import Sender, TimestampNanos
conf = f'http::addr=localhost:9000;'
with Sender.from_conf(conf) as sender:
sender.row(
'sensors',
symbols={'id': 'toronto1'},
columns={'temperature': 20.0, 'humidity': 0.5},
at=TimestampNanos.now())
sender.flush()
To connect via the older TCP protocol, set the configuration string to:
conf = f'tcp::addr=localhost:9009;'
with Sender.from_conf(conf) as sender:
...
You can continue by reading the Sending Data Over ILP guide.
Links
Community
If you need help, you can ask on Stack Overflow: We monitor the #questdb and #py-questdb-client tags.
Alternatively, you may find us on Slack.
You can also sign up to our mailing list to get notified of new releases.
License
The code is released under the Apache License 2.0.
Release files for questdb 2.0.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| questdb-2.0.3.tar.gz | 11.9 MB | Details |
Built distributions (wheels)
Total release size: 263.4 MB
Release files / questdb-2.0.3.tar.gz
| Download URL | questdb-2.0.3.tar.gz |
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| Tags | Source |
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Release files / questdb-2.0.3-pp310-pypy310_pp73-win_amd64.whl
| Download URL | questdb-2.0.3-pp310-pypy310_pp73-win_amd64.whl |
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| Size | 1.9 MB |
| Tags | PyPy 3.10 PyPy 3.10 7.3 Windows x86-64 |
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Release files / questdb-2.0.3-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / questdb-2.0.3-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | questdb-2.0.3-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl |
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Release files / questdb-2.0.3-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / questdb-2.0.3-pp310-pypy310_pp73-macosx_10_9_x86_64.whl
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Release files / questdb-2.0.3-pp39-pypy39_pp73-win_amd64.whl
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Release files / questdb-2.0.3-pp39-pypy39_pp73-macosx_11_0_arm64.whl
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Release files / questdb-2.0.3-pp39-pypy39_pp73-macosx_10_9_x86_64.whl
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Release files / questdb-2.0.3-pp38-pypy38_pp73-win_amd64.whl
| Download URL | questdb-2.0.3-pp38-pypy38_pp73-win_amd64.whl |
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twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | questdb-2.0.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | questdb-2.0.3-cp312-cp312-macosx_11_0_arm64.whl |
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No |
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twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp312-cp312-macosx_10_9_x86_64.whl
| Download URL | questdb-2.0.3-cp312-cp312-macosx_10_9_x86_64.whl |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp311-cp311-win_amd64.whl
| Download URL | questdb-2.0.3-cp311-cp311-win_amd64.whl |
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twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp311-cp311-win32.whl
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No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | questdb-2.0.3-cp311-cp311-musllinux_1_2_x86_64.whl |
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| Size | 5.7 MB |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
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twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp311-cp311-musllinux_1_2_aarch64.whl
| Download URL | questdb-2.0.3-cp311-cp311-musllinux_1_2_aarch64.whl |
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| Size | 5.4 MB |
| Tags | CPython 3.11 Linux musl 1.2+ ARM64 |
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No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | questdb-2.0.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | questdb-2.0.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl |
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| Size | 5.7 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-32 |
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No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | questdb-2.0.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 5.4 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | questdb-2.0.3-cp311-cp311-macosx_11_0_arm64.whl |
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| Size | 3.1 MB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp311-cp311-macosx_10_9_x86_64.whl
| Download URL | questdb-2.0.3-cp311-cp311-macosx_10_9_x86_64.whl |
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| Size | 3.1 MB |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp310-cp310-win_amd64.whl
| Download URL | questdb-2.0.3-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.10 Windows x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp310-cp310-win32.whl
| Download URL | questdb-2.0.3-cp310-cp310-win32.whl |
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| Size | 1.6 MB |
| Tags | CPython 3.10 Windows x86-32 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp310-cp310-musllinux_1_2_x86_64.whl
| Download URL | questdb-2.0.3-cp310-cp310-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 5.6 MB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp310-cp310-musllinux_1_2_aarch64.whl
| Download URL | questdb-2.0.3-cp310-cp310-musllinux_1_2_aarch64.whl |
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| Size | 5.3 MB |
| Tags | CPython 3.10 Linux musl 1.2+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | questdb-2.0.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 5.6 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | questdb-2.0.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl |
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| Size | 5.6 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-32 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
|
Release files / questdb-2.0.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | questdb-2.0.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 5.3 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | questdb-2.0.3-cp310-cp310-macosx_11_0_arm64.whl |
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| Size | 3.1 MB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | questdb-2.0.3-cp310-cp310-macosx_10_9_x86_64.whl |
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| Size | 3.1 MB |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp39-cp39-win_amd64.whl
| Download URL | questdb-2.0.3-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.9 Windows x86-64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp39-cp39-win32.whl
| Download URL | questdb-2.0.3-cp39-cp39-win32.whl |
|---|---|
| Size | 1.6 MB |
| Tags | CPython 3.9 Windows x86-32 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp39-cp39-musllinux_1_2_x86_64.whl
| Download URL | questdb-2.0.3-cp39-cp39-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 5.6 MB |
| Tags | CPython 3.9 Linux musl 1.2+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp39-cp39-musllinux_1_2_aarch64.whl
| Download URL | questdb-2.0.3-cp39-cp39-musllinux_1_2_aarch64.whl |
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| Size | 5.3 MB |
| Tags | CPython 3.9 Linux musl 1.2+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | questdb-2.0.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 5.6 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | questdb-2.0.3-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl |
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| Size | 5.6 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-32 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | questdb-2.0.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 5.3 MB |
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No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | questdb-2.0.3-cp39-cp39-macosx_11_0_arm64.whl |
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| Size | 3.1 MB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
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No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp39-cp39-macosx_10_9_x86_64.whl
| Download URL | questdb-2.0.3-cp39-cp39-macosx_10_9_x86_64.whl |
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| Size | 3.1 MB |
| Tags | CPython 3.9 macOS 10.9+ x86-64 |
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No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp38-cp38-win_amd64.whl
| Download URL | questdb-2.0.3-cp38-cp38-win_amd64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.8 Windows x86-64 |
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No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp38-cp38-win32.whl
| Download URL | questdb-2.0.3-cp38-cp38-win32.whl |
|---|---|
| Size | 1.6 MB |
| Tags | CPython 3.8 Windows x86-32 |
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No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp38-cp38-musllinux_1_2_x86_64.whl
| Download URL | questdb-2.0.3-cp38-cp38-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 5.7 MB |
| Tags | CPython 3.8 Linux musl 1.2+ x86-64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp38-cp38-musllinux_1_2_aarch64.whl
| Download URL | questdb-2.0.3-cp38-cp38-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 5.3 MB |
| Tags | CPython 3.8 Linux musl 1.2+ ARM64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
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Release files / questdb-2.0.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | questdb-2.0.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 5.6 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
|
Release files / questdb-2.0.3-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | questdb-2.0.3-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 5.7 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-32 |
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SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
|
Release files / questdb-2.0.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | questdb-2.0.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 5.3 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
|
Release files / questdb-2.0.3-cp38-cp38-macosx_11_0_arm64.whl
| Download URL | questdb-2.0.3-cp38-cp38-macosx_11_0_arm64.whl |
|---|---|
| Size | 3.0 MB |
| Tags | CPython 3.8 macOS 11.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
|
Release files / questdb-2.0.3-cp38-cp38-macosx_10_9_x86_64.whl
| Download URL | questdb-2.0.3-cp38-cp38-macosx_10_9_x86_64.whl |
|---|---|
| Size | 3.1 MB |
| Tags | CPython 3.8 macOS 10.9+ x86-64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.0 CPython/3.8.10
|