PyRank
webdataset

webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (webdataset/webdataset) with 2 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
87.1K
Week
503.8K
Month
2.1M
Stars
3.1K
Forks
232
Issues
116
Version
1.0.2

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
65
Popularity
72
Adoption
80
Community
50
How the maintenance status was determined
Last commit
105 days ago
Monthly downloads
2,093,529
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
2,093,529
Stars
3,091
Stars per 1k downloads
1.48
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
71,975
Month daily avg
69,784
Momentum
+3.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.10
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
BSD-3-Clause
• 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
336 days ago
Total releases
79
Releases/year
12.6
• 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
45
Monthly downloads
2,093,529
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
56
 
Issue Burden
37.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
19.4%
contrib / forks
Stale Release
231d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 49.1K
Windows 2.2K
macOS 839

Python Versions

3.12
53.8% 27.7K
3.10
31.9% 16.4K
3.11
10.1% 5.2K
3.13
2.8% 1.4K
3.14
1.3% 688

Top Countries

1. US US
39.9K
2. CA CA
4.9K
3. SG SG
1.0K
4. DE DE
846
5. NL NL
680
6. JP JP
499
7. VN VN
453
8. IN IN
411
9. KR KR
384
10. FR FR
329

GitHub Topics

Tags from the package's GitHub repository describing what it does.

Package Information

License
BSD-3-Clause
First Release
February 20, 2020
Last Release
11 months ago
Last Commit
3 months ago
Latest Version
1.0.2
Total Releases
79
Contributors
45
Open PRs
21
Archived
No
Python Versions
3.10 3.11 3.12
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links