koality
Library for data checks and data quality monitoring based on duckdb.
koality has been downloaded 12,919 times in total on PyPI, including 1,440 in the last 30 days. The latest version is 0.13.0, released Mar 18, 2026.
Version0.13.0
Downloads
12.92k
License# MIT License Copyright (c) 2025 koality maintainers Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
AuthorTeam PiT @ Otto Group data.works GmbH, Norbert Maager, Benjamin Gutzmann, Michel Lentzler
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
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Granularity
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CI traffic
Stack: OffCI: Included2 / 17 series
Selected total7.99k
12.9kAll-time
1.4kLast 30 days
32Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0153.6%
0.13.0
2.1k downloadsDownloads2.1k53.6% - 026.4%
0.12.0
254 downloadsDownloads2546.4% - 033.8%
0.11.2
153 downloadsDownloads1533.8% - 043.3%
0.11.1
131 downloadsDownloads1313.3% - 053.3%
0.11.0
131 downloadsDownloads1313.3% - 063.2%
0.9.0
129 downloadsDownloads1293.2% - 073.1%
0.8.0
122 downloadsDownloads1223.1% - 083.0%
0.6.0
120 downloadsDownloads1203.0% - 0920.4%
Other
813 downloadsDownloads81320.4%
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Thirteen recent days of koality downloads. Drag the green handle on the right to guess where day fourteen lands.