Known Vulnerability
The current version has a known security vulnerability. Review the advisory and consider upgrading.
Security Vulnerability
PYSEC-2024-82
Source: osv.dev · Flagged: 2 weeks ago
Security Vulnerability
PYSEC-2024-83
Source: osv.dev · Flagged: 2 weeks ago
Security Vulnerability
PYSEC-2024-84
Source: osv.dev · Flagged: 2 weeks ago
Security Vulnerability
PYSEC-2024-85
Source: osv.dev · Flagged: 2 weeks ago
Monthly downloads
33.0K
Weekly downloads
6.7K
GitHub stars
39.8K
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
<3.14,>=3.10
Licence
Elastic License 2.0
Last Release
5 months ago
Author
MindsDB Inc
First Release
September 19, 2018
Total Releases
580
Python Versions
3
Package Insights
Package Risks
- No releases in 140 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
94
Adoption
45
Community
70
Provenance
0
How the maintenance status was determined
Last commit
36 days ago
Monthly downloads
33,022
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
33,022
Stars
39,787
Stars per 1k downloads
1204.86
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
961
Month daily avg
1,101
Momentum
-12.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
<3.14,>=3.10
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
•
Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Elastic License 2.0
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
176 days ago
Total releases
580
Releases/year
71.8
•
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
823
Monthly downloads
33,022
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
82
Issue Burden
0.1
per 1k stars
Discussions
3.9
per 1k stars
Fork Ratio
13.2%
contrib / forks
Stale Release
140d
PR Velocity
Quiet
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
210
Python Versions
3.13
97.4%
149
3.12
2.6%
4
Top Countries
1.
US
797
US
2.
IE
206
IE
3.
SG
18
SG
4.
CN
7
CN
5.
DE
5
DE
6.
IN
5
IN
7.
FR
4
FR
8.
GB
4
GB
9.
TW
3
TW
10.
HK
1
HK
Weekly Downloads
GitHub Stars
Dependencies
51
- a2wsgi ~=1.10.10
- aiobotocore ==3.4.0
- aipdf ==0.0.7.2
- alembic >=1.3.3
- appdirs >=1.0.0
- boto3 >=1.34.131
- botocore
- bs4
- charset-normalizer
- cryptography >=46.0.5
- dateparser ==1.2.0
- dill ==0.3.6
-
duckdb
==1.3.0
sys_platform == "win32"
- filetype
- flask ==3.1.3
- flask-compress >=1.0.0
- flask-restx <2.0.0,>=1.3.0
- google-genai ==1.70.0
- lark
- mind-castle ==0.5.0
- mindsdb-sql-parser ~=0.13.8
- numpy ~=2.0
- openpyxl
- orjson ==3.11.6
- packaging
- pandas ==2.3.1
- prometheus-client ==0.20.0
- psutil ~=7.0
- psycopg
- psycopg2-binary
- pyaml ==23.12.0
- pyarrow <=19.0.0
- pydantic ==2.12.5
- pydantic-ai ==1.77.0
- pydantic-core >=2.33.2
- pyjwt ==2.12.0
- pymupdf ==1.27.2
- python-dateutil
- python-multipart ==0.0.26
- pytz
- redis ==6.4.0
- requests ==2.33.0
- sentry-sdk ==2.14.0
- sqlalchemy <3.0.0,>=2.0.0
- sse-starlette ==2.3.3
- starlette >=0.49.1
- urllib3 >=2.6.3
- uvicorn <1.0.0,>=0.30.0
- walrus ==0.9.3
- werkzeug ==3.1.6
- xlrd >=2.0.1
231 optional dependencies
-
aiohttp>=3.13.3[cohere]extra == "cohere"
-
aiohttp>=3.13.3[all-handlers-extras]extra == "all-handlers-extras"
-
anthropic>=0.21.3[test]extra == "test"
-
anthropic>=0.21.3[all]extra == "all"
-
anthropic>=0.21.3[all-extras]extra == "all-extras"
-
anthropic==0.18.1[all-handlers-extras]extra == "all-handlers-extras"
-
anthropic==0.18.1[anthropic]extra == "anthropic"
-
appdirs>=1.0.0[all]extra == "all"
-
appdirs>=1.0.0[all-extras]extra == "all-extras"
-
appdirs>=1.0.0[test]extra == "test"
-
chardet[email]extra == "email"
-
chardet[all-handlers-extras]extra == "all-handlers-extras"
-
chromadb~=0.6.3[all-handlers-extras]extra == "all-handlers-extras"
-
chromadb~=0.6.3[chromadb]extra == "chromadb"
-
cohere==4.5.1[cohere]extra == "cohere"
-
cohere==4.5.1[all-handlers-extras]extra == "all-handlers-extras"
-
coveralls[test]extra == "test"
-
coveralls[all]extra == "all"
-
coveralls[all-extras]extra == "all-extras"
-
databricks-sql-connector==4.2.3[all-handlers-extras]extra == "all-handlers-extras"
-
databricks-sql-connector==4.2.3[databricks]extra == "databricks"
-
datasets==2.16.1[huggingface-cpu]extra == "huggingface-cpu"
-
datasets==2.16.1[all-handlers-extras]extra == "all-handlers-extras"
-
datasets==2.16.1[huggingface]extra == "huggingface"
-
deptry==0.20.0[dev]extra == "dev"
-
deptry==0.20.0[all-extras]extra == "all-extras"
-
deptry==0.20.0[all]extra == "all"
-
docker>=5.0.3[test]extra == "test"
-
docker>=5.0.3[all-extras]extra == "all-extras"
-
docker>=5.0.3[all]extra == "all"
-
evaluate==0.4.3[huggingface]extra == "huggingface"
-
evaluate==0.4.3[huggingface-cpu]extra == "huggingface-cpu"
-
evaluate==0.4.3[all-handlers-extras]extra == "all-handlers-extras"
-
faiss-cpu==1.13.2[duckdb-faiss]extra == "duckdb-faiss"
-
faiss-cpu==1.13.2[kb]extra == "kb"
-
faiss-cpu==1.13.2[all-extras]extra == "all-extras"
-
faiss-cpu==1.13.2[all-handlers-extras]extra == "all-handlers-extras"
-
faiss-cpu==1.13.2[all]extra == "all"
-
filelock>=3.20.3[all-handlers-extras]extra == "all-handlers-extras"
-
filelock==3.20.3[all]extra == "all"
-
filelock==3.20.3[all-extras]extra == "all-extras"
-
filelock>=3.20.3[huggingface-api]extra == "huggingface-api"
-
filelock==3.20.3[test]extra == "test"
-
google-auth[all-handlers-extras]extra == "all-handlers-extras"
-
google-auth[bigquery]extra == "bigquery"
-
google-auth-oauthlib[all-handlers-extras]extra == "all-handlers-extras"
-
google-auth-oauthlib[bigquery]extra == "bigquery"
-
google-cloud-bigquery[bigquery]extra == "bigquery"
-
google-cloud-bigquery[all-handlers-extras]extra == "all-handlers-extras"
-
html2text[all-handlers-extras]extra == "all-handlers-extras"
-
html2text[web]extra == "web"
-
httpx==0.28.1[all]extra == "all"
-
httpx==0.28.1[agents]extra == "agents"
-
httpx==0.28.1[all-extras]extra == "all-extras"
-
hubspot-api-client==12.0.0[all-handlers-extras]extra == "all-handlers-extras"
-
hubspot-api-client==12.0.0[hubspot]extra == "hubspot"
-
hugging-py-face[all-handlers-extras]extra == "all-handlers-extras"
-
hugging-py-face[huggingface-api]extra == "huggingface-api"
-
huggingface-hub[huggingface-api]extra == "huggingface-api"
-
huggingface-hub[all-handlers-extras]extra == "all-handlers-extras"
-
huggingface-hub==1.9.1[huggingface]extra == "huggingface"
-
huggingface-hub==1.9.1[huggingface-cpu]extra == "huggingface-cpu"
-
importlib-metadata==7.2.1[dev]extra == "dev"
-
importlib-metadata==7.2.1[all-extras]extra == "all-extras"
-
importlib-metadata==7.2.1[all]extra == "all"
-
jwcrypto==1.5.6[agents]extra == "agents"
-
jwcrypto==1.5.6[all]extra == "all"
-
jwcrypto==1.5.6[all-extras]extra == "all-extras"
-
langchain-google-genai>=2.0.0[test]extra == "test"
-
langchain-google-genai>=2.0.0[all]extra == "all"
-
langchain-google-genai>=2.0.0[all-extras]extra == "all-extras"
-
langfuse==3.2.5[all-extras]extra == "all-extras"
-
langfuse==3.2.5[all]extra == "all"
-
langfuse==3.2.5[langfuse]extra == "langfuse"
-
llama-index==0.13.0[llama-index]extra == "llama-index"
-
llama-index==0.13.0[all-handlers-extras]extra == "all-handlers-extras"
-
llama-index-embeddings-openai[all-handlers-extras]extra == "all-handlers-extras"
-
llama-index-embeddings-openai[llama-index]extra == "llama-index"
-
llama-index-readers-web[all-handlers-extras]extra == "all-handlers-extras"
-
llama-index-readers-web[llama-index]extra == "llama-index"
-
locust[all]extra == "all"
-
locust[test]extra == "test"
-
locust[all-extras]extra == "all-extras"
-
lxml==5.3.0[kb]extra == "kb"
-
lxml==5.3.0[all]extra == "all"
-
lxml==5.3.0[all-extras]extra == "all-extras"
-
mcp~=1.26.0[all]extra == "all"
-
mcp~=1.26.0[agents]extra == "agents"
-
mcp~=1.26.0[all-extras]extra == "all-extras"
-
mindsdb-evaluator==0.0.21[all]extra == "all"
-
mindsdb-evaluator==0.0.21[all-extras]extra == "all-extras"
-
mindsdb-evaluator==0.0.21[agents]extra == "agents"
-
mindsdb-sdk[test]extra == "test"
-
mindsdb-sdk[all-extras]extra == "all-extras"
-
mindsdb-sdk[all]extra == "all"
-
mlflow[all-handlers-extras]extra == "all-handlers-extras"
-
mlflow[mlflow]extra == "mlflow"
-
mysql-connector-python==9.1.0[mariadb]extra == "mariadb"
-
mysql-connector-python==9.1.0[mysql]extra == "mysql"
-
mysql-connector-python==9.1.0[all-handlers-extras]extra == "all-handlers-extras"
-
mysql-connector-python==9.1.0[all-extras]extra == "all-extras"
-
mysql-connector-python==9.1.0[all]extra == "all"
-
mysql-connector-python==9.1.0[test]extra == "test"
-
nltk==3.9.3[all-handlers-extras]extra == "all-handlers-extras"
-
nltk==3.9.3[huggingface]extra == "huggingface"
-
nltk==3.9.3[huggingface-cpu]extra == "huggingface-cpu"
-
ollama>=0.1.7[all]extra == "all"
-
ollama>=0.1.7[all-extras]extra == "all-extras"
-
ollama>=0.1.7[test]extra == "test"
-
onnxruntime==1.20.1[all-handlers-extras]extra == "all-handlers-extras"
-
onnxruntime==1.20.1[chromadb]extra == "chromadb"
-
openai<3.0.0,>=2.9.0[test]extra == "test"
-
openai<3.0.0,>=2.9.0[all-extras]extra == "all-extras"
-
openai<3.0.0,>=2.9.0[all]extra == "all"
-
openai<3.0.0,>=2.11.0[agents]extra == "agents"
-
opentelemetry-api==1.39.1[all]extra == "all"
-
opentelemetry-api==1.39.1[opentelemetry]extra == "opentelemetry"
-
opentelemetry-api==1.39.1[all-extras]extra == "all-extras"
-
opentelemetry-distro==0.60b1[all]extra == "all"
-
opentelemetry-distro==0.60b1[opentelemetry]extra == "opentelemetry"
-
opentelemetry-distro==0.60b1[all-extras]extra == "all-extras"
-
opentelemetry-exporter-otlp==1.39.1[opentelemetry]extra == "opentelemetry"
-
opentelemetry-exporter-otlp==1.39.1[all-extras]extra == "all-extras"
-
opentelemetry-exporter-otlp==1.39.1[all]extra == "all"
-
opentelemetry-instrumentation-flask==0.60b1[opentelemetry]extra == "opentelemetry"
-
opentelemetry-instrumentation-flask==0.60b1[all-extras]extra == "all-extras"
-
opentelemetry-instrumentation-flask==0.60b1[all]extra == "all"
-
opentelemetry-instrumentation-requests==0.60b1[all]extra == "all"
-
opentelemetry-instrumentation-requests==0.60b1[all-extras]extra == "all-extras"
-
opentelemetry-instrumentation-requests==0.60b1[opentelemetry]extra == "opentelemetry"
-
opentelemetry-sdk==1.39.1[all-extras]extra == "all-extras"
-
opentelemetry-sdk==1.39.1[opentelemetry]extra == "opentelemetry"
-
opentelemetry-sdk==1.39.1[all]extra == "all"
-
oracledb==3.3.0[oracle]extra == "oracle"
-
oracledb==3.3.0[all-handlers-extras]extra == "all-handlers-extras"
-
pgvector==0.3.6[test]extra == "test"
-
pgvector==0.3.6[pgvector]extra == "pgvector"
-
pgvector==0.3.6[all-handlers-extras]extra == "all-handlers-extras"
-
pgvector==0.3.6[all-extras]extra == "all-extras"
-
pgvector==0.3.6[all]extra == "all"
-
pre-commit>=2.16.0[all]extra == "all"
-
pre-commit>=2.16.0[all-extras]extra == "all-extras"
-
pre-commit>=2.16.0[dev]extra == "dev"
-
protobuf>=6.33.5[all-handlers-extras]extra == "all-handlers-extras"
-
protobuf>=6.33.5[mlflow]extra == "mlflow"
-
pydantic-settings>=2.1.0[llama-index]extra == "llama-index"
-
pydantic-settings>=2.1.0[all-handlers-extras]extra == "all-handlers-extras"
-
pydantic-settings>=2.1.0[bedrock]extra == "bedrock"
-
pydantic-settings>=2.1.0[groq]extra == "groq"
-
pymongo==4.8.0[all-extras]extra == "all-extras"
-
pymongo==4.8.0[test]extra == "test"
-
pymongo==4.8.0[all]extra == "all"
-
pymssql>=2.1.4[mssql]extra == "mssql"
-
pymssql>=2.1.4[all-handlers-extras]extra == "all-handlers-extras"
-
pymssql>=2.1.4[mssql-odbc]extra == "mssql-odbc"
-
pyodbc>=5.2.0[all-handlers-extras]extra == "all-handlers-extras"
-
pyodbc>=5.2.0[mssql-odbc]extra == "mssql-odbc"
-
pytest<9.0.0,>=8.3.5[all]extra == "all"
-
pytest<9.0.0,>=8.3.5[all-extras]extra == "all-extras"
-
pytest<9.0.0,>=8.3.5[test]extra == "test"
-
pytest-cov[test]extra == "test"
-
pytest-cov[all]extra == "all"
-
pytest-cov[all-extras]extra == "all-extras"
-
pytest-json-report==1.5.0[test]extra == "test"
-
pytest-json-report==1.5.0[all-extras]extra == "all-extras"
-
pytest-json-report==1.5.0[all]extra == "all"
-
pytest-metadata==3.1.1[test]extra == "test"
-
pytest-metadata==3.1.1[all-extras]extra == "all-extras"
-
pytest-metadata==3.1.1[all]extra == "all"
-
pytest-subtests[test]extra == "test"
-
pytest-subtests[all]extra == "all"
-
pytest-subtests[all-extras]extra == "all-extras"
-
pytest-xdist[test]extra == "test"
-
pytest-xdist[all]extra == "all"
-
pytest-xdist[all-extras]extra == "all-extras"
-
python-dotenv==1.1.1[test]extra == "test"
-
python-dotenv==1.1.1[all]extra == "all"
-
python-dotenv==1.1.1[all-extras]extra == "all-extras"
-
requests-oauthlib>=1.3.1[all-handlers-extras]extra == "all-handlers-extras"
-
requests-oauthlib>=1.3.1[netsuite]extra == "netsuite"
-
responses[test]extra == "test"
-
responses[all-extras]extra == "all-extras"
-
responses[all]extra == "all"
-
ruff==0.11.11[all-extras]extra == "all-extras"
-
ruff==0.11.11[dev]extra == "dev"
-
ruff==0.11.11[all]extra == "all"
-
salesforce-api==0.1.45[all-handlers-extras]extra == "all-handlers-extras"
-
salesforce-api==0.1.45[salesforce]extra == "salesforce"
-
scipy==1.15.3[test]extra == "test"
-
scipy==1.15.3[all-extras]extra == "all-extras"
-
scipy==1.15.3[all]extra == "all"
-
setuptools==78.1.1[all]extra == "all"
-
setuptools==78.1.1[all-extras]extra == "all-extras"
-
setuptools==78.1.1[dev]extra == "dev"
-
shopifyapi[shopify]extra == "shopify"
-
shopifyapi[all-handlers-extras]extra == "all-handlers-extras"
-
snowflake-connector-python==4.4.0[snowflake]extra == "snowflake"
-
snowflake-connector-python==4.4.0[all-handlers-extras]extra == "all-handlers-extras"
-
snowflake-sqlalchemy==1.9.0[all-handlers-extras]extra == "all-handlers-extras"
-
snowflake-sqlalchemy==1.9.0[snowflake]extra == "snowflake"
-
sqlalchemy-bigquery[bigquery]extra == "bigquery"
-
sqlalchemy-bigquery[all-handlers-extras]extra == "all-handlers-extras"
-
sqlparse>=0.5.4[mlflow]extra == "mlflow"
-
sqlparse>=0.5.4[all-handlers-extras]extra == "all-handlers-extras"
-
tiktoken[openai]extra == "openai"
-
tiktoken[groq]extra == "groq"
-
tiktoken[all-handlers-extras]extra == "all-handlers-extras"
-
torch==2.8.0[huggingface]extra == "huggingface"
-
torch==2.8.0[all-handlers-extras]extra == "all-handlers-extras"
-
torch==2.8.0+cpu[huggingface-cpu]extra == "huggingface-cpu"
-
transformers==5.5.0[huggingface-cpu]extra == "huggingface-cpu"
-
transformers==5.5.0[huggingface]extra == "huggingface"
-
transformers==5.5.0[all-handlers-extras]extra == "all-handlers-extras"
-
transformers==5.5.0[all-extras]extra == "all-extras"
-
transformers==5.5.0[all]extra == "all"
-
transformers==5.5.0[agents]extra == "agents"
-
twine[all]extra == "all"
-
twine[dev]extra == "dev"
-
twine[all-extras]extra == "all-extras"
-
typing-extensions<5,>=4.15.0[all-extras]extra == "all-extras"
-
typing-extensions<5,>=4.15.0[agents]extra == "agents"
-
typing-extensions<5,>=4.15.0[all]extra == "all"
-
walrus==0.9.3[test]extra == "test"
-
walrus==0.9.3[all]extra == "all"
-
walrus==0.9.3[all-extras]extra == "all-extras"
-
watchfiles==0.19.0[dev]extra == "dev"
-
watchfiles==0.19.0[all]extra == "all"
-
watchfiles==0.19.0[all-extras]extra == "all-extras"
-
wheel[all-extras]extra == "all-extras"
-
wheel[all]extra == "all"
-
wheel[dev]extra == "dev"
Used By
0
Not used by any tracked packages
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh