Monthly downloads
60.3K
Weekly downloads
14.7K
GitHub stars
534
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
52
Adoption
67
Community
40
Provenance
100
How the maintenance status was determined
Last commit
76 days ago
Monthly downloads
60,336
Active
Activity within 30 days
•
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
60,336
Stars
534
Stars per 1k downloads
8.85
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
•
Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
2,103
Month daily avg
2,011
Momentum
+4.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
>=3.10
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
•
Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT
•
Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
2 days ago
Total releases
145
Releases/year
42.8
•
Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
14
Monthly downloads
60,336
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
•
Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
46
Issue Burden
22.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
48.3%
contrib / forks
Stale Release
No
PR Velocity
Active
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
1.2K
Windows
62
macOS
10
Python Versions
3.12
61.2%
741
3.13
18.0%
218
3.10
11.8%
143
3.11
5.5%
67
3.14
3.4%
41
Top Countries
1.
US
692
US
2.
DE
290
DE
3.
HK
168
HK
4.
FI
106
FI
5.
SG
66
SG
6.
JP
23
JP
7.
GB
13
GB
8.
AU
12
AU
9.
CN
10
CN
10.
HR
9
HR
Weekly Downloads
GitHub Stars
Dependencies
4
- more-itertools
- prettytable <4
- sqlglot <30.13,>=30.0.0
- typing-extensions
34 optional dependencies
-
databricks-sql-connector<5,>=3.6[databricks]extra == "databricks"
-
duckdb<1.6,>=1.2[dev]extra == "dev"
-
duckdb<1.6,>=1.2[duckdb]extra == "duckdb"
-
findspark<3,>=2[dev]extra == "dev"
-
google-cloud-bigquery<4,>=3[bigquery]extra == "bigquery"
-
google-cloud-bigquery-storage<3,>=2[bigquery]extra == "bigquery"
-
mirakuru<3.0.3[dev]extra == "dev"
-
mkdocs==1.4.2[docs]extra == "docs"
-
mkdocs-include-markdown-plugin==6.0.6[docs]extra == "docs"
-
mkdocs-material==9.0.5[docs]extra == "docs"
-
mkdocs-material-extensions==1.1.1[docs]extra == "docs"
-
openai<3,>=1.30[dev]extra == "dev"
-
openai<3,>=1.30[openai]extra == "openai"
-
pandas<4,>=2[dev]extra == "dev"
-
pandas<4,>=2[duckdb]extra == "duckdb"
-
pandas<4,>=2[pandas]extra == "pandas"
-
pandas-stubs<4,>=2[dev]extra == "dev"
-
pre-commit<5,>=3.7[dev]extra == "dev"
-
psycopg<4,>=3.1[dev]extra == "dev"
-
psycopg2<3,>=2.8[postgres]extra == "postgres"
-
pyarrow<24,>=10[dev]extra == "dev"
-
pymdown-extensions[docs]extra == "docs"
-
pyspark<4.2,>=4[spark]extra == "spark"
-
pyspark<4.2,>=4[dev]extra == "dev"
-
pytest<9.1,>=8.2.0[dev]extra == "dev"
-
pytest-forked[dev]extra == "dev"
-
pytest-postgresql<9,>=6[dev]extra == "dev"
-
pytest-rerunfailures[dev]extra == "dev"
-
pytest-xdist<3.9,>=3.6[dev]extra == "dev"
-
redshift-connector<2.2.0,>=2.1.1[redshift]extra == "redshift"
-
ruff<0.16,>=0.4.4[dev]extra == "dev"
-
snowflake-connector-python<4.5,>=3.10.0[snowflake]extra == "snowflake"
-
ty>=0.0.18[dev]extra == "dev"
-
types-psycopg2<3,>=2.9[dev]extra == "dev"
Used By
6
- foundry-duck-transforms 796/mo
- hscida 684/mo
- sqlframe-gizmosql 370/mo
- datacompose 311/mo
- duckdq-mearnsb 114/mo
- pytest-pyspark-plugin 108/mo
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh