Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
36
Adoption
100
Community
100
How the maintenance status was determined
Last commit
3 days ago
Monthly downloads
3,454,650
•
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
3,454,650
Stars
25
Stars per 1k downloads
0.01
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
152,552
Month daily avg
115,155
Momentum
+32.5%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
<3.14,>=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
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
3 days ago
Total releases
1,181
Releases/year
235.3
•
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
116
Monthly downloads
3,454,650
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
83
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
257.8%
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
209.3K
Windows
36
macOS
16
Python Versions
3.9
55.7%
116.4K
3.12
24.0%
50.2K
3.11
13.0%
27.3K
3.10
6.0%
12.4K
3.13
1.3%
2.8K
Top Countries
1.
US
207.9K
US
2.
CN
2.4K
CN
3.
IE
1.3K
IE
4.
IN
1.0K
IN
5.
SG
196
SG
6.
CA
163
CA
7.
AU
105
AU
8.
DE
26
DE
9.
KR
26
KR
10.
JP
24
JP
Dependencies
40
- airbyte-protocol-models-dataclasses <0.18.0,>=0.17.1
- anyascii <0.4.0,>=0.3.2
- backoff
- boltons <26.0.0,>=25.0.0
- cachetools
- click <9.0.0,>=8.1.8
- cryptography <45.0.0,>=44.0.0
- dateparser <2.0.0,>=1.2.2
- dpath <3.0.0,>=2.1.6
- dunamai <2.0.0,>=1.22.0
- genson ==1.3.0
- google-cloud-secret-manager <3.0.0,>=2.17.0
- isodate <0.7.0,>=0.6.1
- jinja2 <3.2.0,>=3.1.2
- jsonref <2,>=1
- jsonschema <5.0,>=4.17.3
- nltk ==3.9.1
- orjson <4.0.0,>=3.10.7
- packaging
- pandas ==2.2.3
- pydantic <3.0,>=2.7
- pyjwt <3.0.0,>=2.8.0
- pyrate-limiter <3.2.0,>=3.1.0
- python-dateutil <3.0.0,>=2.9.0
- python-ulid <4.0.0,>=3.0.0
- pytz ==2024.2
- pyyaml <7.0.0,>=6.0.1
- rapidfuzz <4.0.0,>=3.10.1
- referencing >=0.36.2
- requests
- requests-cache
- rich
- rich-click <2.0.0,>=1.8.8
- serpyco-rs <2.0.0,>=1.10.2
- setuptools <81.0.0,>=80.9.0
- typing-extensions
- unidecode <2.0.0,>=1.3.8
- wcmatch ==10.0
- whenever <0.9.0,>=0.7.3
- xmltodict <0.15,>=0.13
23 optional dependencies
- avro[file-based]
- cohere[vector-db-based]
- ddtrace[manifest-server]
- fastapi[manifest-server]
- fastavro[file-based]
- langchain-community[vector-db-based]
- langchain-core[vector-db-based]
- langchain-text-splitters[vector-db-based]
- markdown[file-based]
- openai[vector-db-based]
- openpyxl[file-based]
- pdf2image[file-based]
- pdfminer-six[file-based]
- pyarrow[file-based]
- pytesseract[file-based]
- pytest[dev]
- python-calamine[file-based]
- python-snappy[file-based]
- sqlalchemy[sql]
- tiktoken[vector-db-based]
- unstructured[file-based]
- unstructured-pytesseract[file-based]
- uvicorn[manifest-server]
Package Information
License
MIT
First Release
April 30, 2021
Last Release
4 days ago
Last Commit
4 days ago
Latest Version
7.18.1
Total Releases
1,181
Contributors
116
Open PRs
146
Archived
No
Author
Airbyte
Python Versions
3
3.10
3.11
3.12
3.13
Wheels
py3
Keywords
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh