No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
papermill has 13.2M monthly downloads and 6K GitHub stars. Version 2.7.0 supports Python 3.10+, first published in 2017.
It is stably maintained under a permissive license, last released in Feb 2026.
It is built on top of aiohttp, click and entrypoints. It is used by 114 tracked packages, including apache-airflow-providers-papermill, dagstermill and churnkit.
GitHub topics include jupyter, notebooks and notebook-generator.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
65
Popularity
79
Adoption
90
Community
70
Provenance
0
How the maintenance status was determined
Last commit
120 days ago
Monthly downloads
13,212,726
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
13,212,726
Stars
6,459
Stars per 1k downloads
0.49
•
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
508,085
Month daily avg
440,424
Momentum
+15.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python 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
•
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
129 days ago
Total releases
76
Releases/year
8.4
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
116
Monthly downloads
13,212,726
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
70
Issue Burden
22.3
per 1k stars
Discussions
0.9
per 1k stars
Fork Ratio
25.4%
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
464.1K
macOS
322
Windows
275
Python Versions
3.9
60.8%
261.1K
3.10
17.1%
73.7K
3.11
9.0%
38.8K
3.12
7.7%
33.0K
3.13
5.4%
23.1K
Top Countries
1.
US
446.8K
US
2.
KR
4.0K
KR
3.
SG
2.9K
SG
4.
NL
2.5K
NL
5.
BR
2.1K
BR
6.
IE
1.2K
IE
7.
SN
1.1K
SN
8.
ID
1.1K
ID
9.
RU
433
RU
10.
CH
389
CH
Dependencies
9
- aiohttp >=3.9
- click
- entrypoints
- nbclient >=0.2
- nbformat >=5.2
- pyyaml
- requests
- tenacity >=5.0.2
- tqdm >=4.32.2
94 optional dependencies
- attrs[dev]
- attrs[test]
- azure-datalake-store[docs]
- azure-datalake-store[test]
- azure-datalake-store[all]
- azure-datalake-store[azure]
- azure-datalake-store[dev]
- azure-identity[docs]
- azure-identity[test]
- azure-identity[dev]
- azure-identity[azure]
- azure-identity[all]
- azure-storage-blob[azure]
- azure-storage-blob[dev]
- azure-storage-blob[docs]
- azure-storage-blob[test]
- azure-storage-blob[all]
- black[dev]
- black[test]
- black[all]
- black[black]
- black[docs]
- boto3[dev]
- boto3[all]
- boto3[test]
- boto3[s3]
- boto3[docs]
- botocore[dev]
- botocore[test]
- bumpversion[dev]
- bumpversion[test]
- check-manifest[dev]
- check-manifest[test]
- codecov[dev]
- codecov[test]
- coverage[test]
- coverage[dev]
- furo[docs]
- gcsfs[gcs]
- gcsfs[test]
- gcsfs[docs]
- gcsfs[dev]
- gcsfs[all]
- google-compute-engine[test]
- google-compute-engine[dev]
- ipython[dev]
- ipython[test]
- ipywidgets[test]
- ipywidgets[dev]
- moto[docs]
- moto[test]
- moto[dev]
- myst-parser[docs]
- notebook[dev]
- notebook[test]
- pip[test]
- pip[dev]
- pre-commit[dev]
- pre-commit[test]
- pyarrow[test]
- pyarrow[docs]
- pyarrow[hdfs]
- pyarrow[all]
- pyarrow[dev]
- pygithub[test]
- pygithub[all]
- pygithub[dev]
- pygithub[docs]
- pygithub[github]
- pytest[dev]
- pytest[test]
- pytest-cov[dev]
- pytest-cov[test]
- pytest-env[dev]
- pytest-env[test]
- pytest-mock[dev]
- pytest-mock[test]
- recommonmark[dev]
- recommonmark[test]
- requests[docs]
- requests[test]
- requests[all]
- requests[azure]
- requests[dev]
- setuptools[dev]
- setuptools[test]
- sphinx[docs]
- sphinx-copybutton[docs]
- tox[test]
- tox[dev]
- twine[dev]
- twine[test]
- wheel[dev]
- wheel[test]
Used By
114
- apache-airflow-providers-papermill
- dagstermill
- churnkit
- calkit-python
- sagemaker-headless-execution-driver
- odh-elyra
- flytekitplugins-papermill
- libmata
- prefect-jupyter
- kreview
- pyibis-ami
- elyra
- flyteplugins-papermill
- deriva-ml
- elyra-server
- azureml-contrib-notebook
- lobster-ai
- beast-pype
- ews-scoreboard
- stepup-reprep
- nb2workflow
- treebeard
- stellarphot
- qililab
- flexynesis
- scml
- swarmauri-tool-jupyterexecutenotebookwithparameters
- rdsa-utils
- openbb-terminal-nightly
- taegis-magic
- fmbench
- oceanbench
- swarmauri-tool-jupyterexportmarkdown
- urnc
- superduper-framework
- pkgbox
- notebooker
- ogstools
- saes
- microsoft-ai-azure-utility-samples
- nb-wrangler
- palmwtc
- articat
- dstools
- enrichsdk
- papermill-origami
- processcube-sdk
- multiversum
- anoexpress
- nb2slurm
Package Information
License
BSD
First Release
July 6, 2017
Last Release
4 months ago
Last Commit
4 months ago
Latest Version
2.7.0
Total Releases
76
Contributors
116
Open PRs
38
Archived
No
Python Versions
3.10
3.11
3.12
3.13
Wheels
py2
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh