PyRank
awslabs

aws-embedded-metrics

Amazon CloudWatch Embedded Metric Format Client Library
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

aws-embedded-metrics has 1.9M monthly downloads and 229 GitHub stars. Version 3.5.0 supports Python 3.6+, first published in 2019.

It is stably maintained under a permissive license, last released in Mar 2026.

It is built on top of aiohttp. It is used by 16 tracked packages, including sagemaker-studio, sagemaker-jupyterlab-extension-common and deltacat.

Downloads
Day
48.4K
Week
352.9K
Month
1.9M
Stars
229
Forks
44
Issues
28
Version
3.5.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
65
Popularity
49
Adoption
60
Community
50
Provenance
0
How the maintenance status was determined
Last commit
102 days ago
Monthly downloads
1,914,749
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
1,914,749
Stars
229
Stars per 1k downloads
0.12
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
50,420
Month daily avg
63,825
Momentum
-21.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.6
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
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
101 days ago
Total releases
22
Releases/year
3.3
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
33
Monthly downloads
1,914,749
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
59
 
Issue Burden
122.3
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
75.0%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 27.0K
Windows 38
macOS 11

Python Versions

3.10
44.9% 11.4K
3.11
21.6% 5.5K
3.7
19.3% 4.9K
3.12
10.1% 2.6K
3.13
4.1% 1.1K

Top Countries

1. US US
17.6K
2. ES ES
3.1K
3. IE IE
2.3K
4. DE DE
2.2K
5. BR BR
1.1K
6. SG SG
370
7. IL IL
225
8. JP JP
94
9. GB GB
77
10. SE SE
62

Package Information

License
Apache Software License
First Release
November 15, 2019
Last Release
3 months ago
Last Commit
3 months ago
Latest Version
3.5.0
Total Releases
22
Contributors
33
Open PRs
4
Archived
No
Author
Amazon Web Services
Python Versions
3
Wheels
py3
Keywords
aws logs metrics emf
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links