PyPI Stats
databand-ai

dbnd-spark

DBND is an agile pipeline framework that helps data engineering teams track and orchestrate their data processes.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (databand-ai/dbnd) with 20 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
1.2K
Week
15.5K
Month
103.5K
Stars
267
Forks
33
Issues
2
Version
1.0.34.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
49
Adoption
50
Community
60
How the maintenance status was determined
Last commit
428 days ago
Monthly downloads
103,547
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
103,547
Stars
267
Stars per 1k downloads
2.58
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
2,220
Month daily avg
3,452
Momentum
-35.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
License categories
License
Apache Software License
• 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
62 days ago
Total releases
578
Releases/year
91.4
• 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
24
Monthly downloads
103,547
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
7.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
72.7%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 2.3K

Python Versions

3.10
99.0% 2.3K
3.12
0.9% 22
3.14
0.0% 1

Top Countries

1. US US
2.3K
2. IN IN
5
3. CN CN
4
4. FR FR
4
5. IE IE
2
6. CA CA
1
7. SG SG
1

Dependencies

1
3 optional dependencies

Used By

2

Package Information

License
Apache Software License
First Release
January 9, 2020
Last Release
2 months ago
Last Commit
1 year ago
Latest Version
1.0.34.1
Total Releases
578
Contributors
24
Open PRs
25
Archived
No
Author
Evgeny Shulman
Python Versions
3 3.7 3.8 3.9 3.10 3.11
Wheels
py2 py3
Keywords
orchestration data machinelearning
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links