Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Downloads by OS
Python Versions
Top Countries
Weekly Downloads
GitHub Stars
Dependencies
252 optional dependencies
-
access-parser>=0.0.6[all]extra == "all"
-
access-parser>=0.0.6[access]extra == "access"
-
adlfs>=2023.1.0[cloud]extra == "cloud"
-
adlfs>=2023.1.0[all]extra == "all"
-
anthropic>=0.40.0[anthropic]extra == "anthropic"
-
avro>=1.11.0[avro]extra == "avro"
-
avro>=1.11.0[all]extra == "all"
-
bandit>=1.7.5[dev]extra == "dev"
-
beautifulsoup4>=4.11.0[all]extra == "all"
-
beautifulsoup4>=4.11.0[html]extra == "html"
-
bencodepy>=0.9.0[bencode]extra == "bencode"
-
bencodepy>=0.9.0[all]extra == "all"
-
brotli>=1.0.0[all]extra == "all"
-
brotli>=1.0.0[compression]extra == "compression"
-
brotli-file>=0.1.0[compression]extra == "compression"
-
brotli-file>=0.1.0[all]extra == "all"
-
build>=1.0.0[dev]extra == "dev"
-
cbor2>=5.0.0[cbor]extra == "cbor"
-
cbor2>=5.0.0[all]extra == "all"
-
cfgrib>=0.9.10.0[all]extra == "all"
-
cfgrib>=0.9.10.0[geophysical]extra == "geophysical"
-
check-wheel-contents>=0.5.0[dev]extra == "dev"
-
clickhouse-connect>=0.6.0[db]extra == "db"
-
clickhouse-connect>=0.6.0[db-sql]extra == "db-sql"
-
clickhouse-connect>=0.6.0[all]extra == "all"
-
coverage>=7.3.0[dev]extra == "dev"
-
dask>=2023.1.0[all]extra == "all"
-
dask>=2023.1.0[dataframes]extra == "dataframes"
-
dbfread>=2.0.0[all]extra == "all"
-
dbfread>=2.0.0[dbf]extra == "dbf"
-
deltalake>=0.15.0[all]extra == "all"
-
deltalake>=0.15.0[lakehouse]extra == "lakehouse"
-
dpkt>=1.9.0[pcap]extra == "pcap"
-
dpkt>=1.9.0[all]extra == "all"
-
duckdb>=0.9.0[db-ingest]extra == "db-ingest"
-
duckdb>=0.9.0[duckdb]extra == "duckdb"
-
duckdb>=1.4.0[ducklake]extra == "ducklake"
-
duckdb>=1.4.0[lakehouse]extra == "lakehouse"
-
duckdb>=0.9.0[all]extra == "all"
-
edn-format>=0.7.0[edn]extra == "edn"
-
edn-format>=0.7.0[all]extra == "all"
-
elasticsearch>=8.0.0[db]extra == "db"
-
elasticsearch>=8.0.0[db-ingest]extra == "db-ingest"
-
elasticsearch>=8.0.0[db-nosql]extra == "db-nosql"
-
elasticsearch>=8.0.0[all]extra == "all"
-
ezdxf>=1.0.0[dxf]extra == "dxf"
-
ezdxf>=1.0.0[all]extra == "all"
-
feedparser>=6.0.0[feed]extra == "feed"
-
feedparser>=6.0.0[all]extra == "all"
-
fiona>=1.9.0[geospatial]extra == "geospatial"
-
fiona>=1.9.0[all]extra == "all"
-
flatbuffers>=23.0.0[fbs]extra == "fbs"
-
flatbuffers>=23.0.0[all]extra == "all"
-
fsspec>=2023.1.0[cloud]extra == "cloud"
-
fsspec>=2023.1.0[all]extra == "all"
-
fst>=0.9.0[fst]extra == "fst"
-
gcsfs>=2023.1.0[all]extra == "all"
-
gcsfs>=2023.1.0[cloud]extra == "cloud"
-
geojson>=3.0.0[all]extra == "all"
-
geojson>=3.0.0[geospatial]extra == "geospatial"
-
google-genai>=1.0.0[google-genai]extra == "google-genai"
-
h5py>=3.0.0[mat]extra == "mat"
-
h5py>=3.0.0[all]extra == "all"
-
h5py>=3.0.0[hdf5]extra == "hdf5"
-
hudi>=0.1.0[lakehouse]extra == "lakehouse"
-
hudi>=0.1.0[all]extra == "all"
-
hypothesis>=6.0.0[dev]extra == "dev"
-
icalendar>=5.0.0[ics]extra == "ics"
-
icalendar>=5.0.0[all]extra == "all"
-
ijson>=3.2.0[json]extra == "json"
-
ijson>=3.2.0[otlp]extra == "otlp"
-
ijson>=3.2.0[all]extra == "all"
-
ion-python>=1.0.0[ion]extra == "ion"
-
ion-python>=1.0.0[all]extra == "all"
-
langchain-core>=0.3.0[langchain]extra == "langchain"
-
langchain-core>=0.3.0[agents]extra == "agents"
-
laspy>=2.5.0[lidar]extra == "lidar"
-
laspy>=2.5.0[all]extra == "all"
-
ldif3>=3.2.0[ldif]extra == "ldif"
-
ldif3>=3.2.0[all]extra == "all"
-
liac-arff>=2.5.0[arff]extra == "arff"
-
liac-arff>=2.5.0[all]extra == "all"
-
lxml>=4.9.0[xml]extra == "xml"
-
lxml>=4.9.0[all]extra == "all"
-
lz4>=4.0.0[compression]extra == "compression"
-
lz4>=4.0.0[all]extra == "all"
-
mapbox-vector-tile>=1.2.0[geospatial]extra == "geospatial"
-
mapbox-vector-tile>=1.2.0[mvt]extra == "mvt"
-
mapbox-vector-tile>=1.2.0[all]extra == "all"
-
mcp>=1.6.0[agents]extra == "agents"
-
mcp>=1.6.0[mcp]extra == "mcp"
-
memory-profiler>=0.61.0[dev]extra == "dev"
-
mock>=4.0.0[dev]extra == "dev"
-
msgpack>=1.0.0[all]extra == "all"
-
msgpack>=1.0.0[msgpack]extra == "msgpack"
-
mypy>=1.0.0[dev]extra == "dev"
-
mysql-connector-python>=8.0.0[all]extra == "all"
-
mysql-connector-python>=8.0.0[db-ingest]extra == "db-ingest"
-
netcdf4>=1.6.0[netcdf]extra == "netcdf"
-
netcdf4>=1.6.0[all]extra == "all"
-
networkx>=3.0.0[graph]extra == "graph"
-
networkx>=3.0.0[all]extra == "all"
-
numpy>=1.24.0[mat]extra == "mat"
-
numpy>=1.24.0[npy]extra == "npy"
-
numpy>=1.24.0[zarr]extra == "zarr"
-
numpy>=1.24.0[all]extra == "all"
-
obspy>=1.4.0[geophysical]extra == "geophysical"
-
obspy>=1.4.0[all]extra == "all"
-
odfpy>=1.4.0[ods]extra == "ods"
-
odfpy>=1.4.0[all]extra == "all"
-
openai>=1.0.0[all]extra == "all"
-
openai>=1.0.0[ai]extra == "ai"
-
openpyxl>=3.0.0[excel]extra == "excel"
-
openpyxl>=3.0.0[all]extra == "all"
-
paimon-mosaic>=0.2.0[paimon]extra == "paimon"
-
paimon-mosaic>=0.2.0[paimon-mosaic]extra == "paimon-mosaic"
-
paimon-mosaic>=0.2.0[all]extra == "all"
-
pandas>=1.5.0[dataframes]extra == "dataframes"
-
pandas>=1.5.0[dev]extra == "dev"
-
pandas>=1.5.0[all]extra == "all"
-
pip-audit>=2.6.1[dev]extra == "dev"
-
pip-licenses>=4.3.0[dev]extra == "dev"
-
pip-tools>=7.3.0[dev]extra == "dev"
-
pipdeptree>=2.9.0[dev]extra == "dev"
-
polars>=0.19.0[all]extra == "all"
-
polars>=0.19.0[dataframes]extra == "dataframes"
-
protobuf>=4.0.0[all]extra == "all"
-
protobuf>=4.0.0[otlp]extra == "otlp"
-
protobuf>=4.0.0[protobuf]extra == "protobuf"
-
psutil>=5.9.0[dev]extra == "dev"
-
psycopg>=3.0.0[db-ingest]extra == "db-ingest"
-
psycopg>=3.0.0[all]extra == "all"
-
psycopg2-binary>=2.9.0[db-sql]extra == "db-sql"
-
psycopg2-binary>=2.9.0[all]extra == "all"
-
psycopg2-binary>=2.9.0[db]extra == "db"
-
py-ubjson>=0.16.0[ubj]extra == "ubj"
-
py-ubjson>=0.16.0[all]extra == "all"
-
py7zr>=0.20.0[compression]extra == "compression"
-
py7zr>=0.20.0[all]extra == "all"
-
pyarrow>=10.0.0[ducklake]extra == "ducklake"
-
pyarrow>=10.0.0[paimon]extra == "paimon"
-
pyarrow>=10.0.0[paimon-mosaic]extra == "paimon-mosaic"
-
pyarrow>=10.0.0[paimon-table]extra == "paimon-table"
-
pyarrow>=10.0.0[parquet]extra == "parquet"
-
pyarrow>=10.0.0[all]extra == "all"
-
pyasn1>=0.5.0[der]extra == "der"
-
pyasn1>=0.5.0[all]extra == "all"
-
pycapnp>=2.0.0[capnp]extra == "capnp"
-
pycapnp>=2.0.0[all]extra == "all"
-
pydantic>=2.0.0[pydantic]extra == "pydantic"
-
pydantic>=2.0.0[all]extra == "all"
-
pydocstyle>=6.3.0[dev]extra == "dev"
-
pyducklake>=1.0.0[ducklake]extra == "ducklake"
-
pyducklake>=1.0.0[lakehouse]extra == "lakehouse"
-
pyducklake>=1.0.0[all]extra == "all"
-
pyhocon>=0.3.60[hocon]extra == "hocon"
-
pyhocon>=0.3.60[all]extra == "all"
-
pyiceberg>=0.5.0[all]extra == "all"
-
pyiceberg>=0.5.0[lakehouse]extra == "lakehouse"
-
pylance>=0.9.0[all]extra == "all"
-
pylance>=0.9.0[lakehouse]extra == "lakehouse"
-
pymongo>=4.0.0[all]extra == "all"
-
pymongo>=4.0.0[bson]extra == "bson"
-
pymongo>=4.0.0[db]extra == "db"
-
pymongo>=4.0.0[db-ingest]extra == "db-ingest"
-
pymongo>=4.0.0[db-nosql]extra == "db-nosql"
-
pymysql>=1.0.0[db]extra == "db"
-
pymysql>=1.0.0[db-sql]extra == "db-sql"
-
pymysql>=1.0.0[all]extra == "all"
-
pyodbc>=4.0.0[all]extra == "all"
-
pyodbc>=4.0.0[db]extra == "db"
-
pyodbc>=4.0.0[db-sql]extra == "db-sql"
-
pyodbc>=4.0.0[access]extra == "access"
-
pyorc>=1.6.0[orc]extra == "orc"
-
pyorc>=1.6.0[all]extra == "all"
-
pypaimon>=1.4.2[paimon]extra == "paimon"
-
pypaimon>=1.4.2[paimon-table]extra == "paimon-table"
-
pypaimon>=1.4.2[all]extra == "all"
-
pyreadr>=0.5.0[rdata]extra == "rdata"
-
pyreadr>=0.5.0[all]extra == "all"
-
pyreadstat>=1.2.0[stats]extra == "stats"
-
pyreadstat>=1.2.0[all]extra == "all"
-
pysam>=0.21.0[all]extra == "all"
-
pysam>=0.21.0[bio]extra == "bio"
-
pysam>=0.21.0[alignment]extra == "alignment"
-
pyshp>=2.3.0[geospatial]extra == "geospatial"
-
pyshp>=2.3.0[all]extra == "all"
-
pytest>=7.0.0[dev]extra == "dev"
-
pytest-benchmark>=4.0.0[dev]extra == "dev"
-
pytest-cov>=4.1.0[dev]extra == "dev"
-
pytest-timeout>=2.2.0[dev]extra == "dev"
-
pytest-xdist>=3.3.0[dev]extra == "dev"
-
python-lzo>=1.12.0[all]extra == "all"
-
python-lzo>=1.12.0[compression]extra == "compression"
-
python-snappy>=0.6.0[compression]extra == "compression"
-
python-snappy>=0.6.0[all]extra == "all"
-
pyxlsb>=1.0.0[xlsb]extra == "xlsb"
-
pyxlsb>=1.0.0[all]extra == "all"
-
pyyaml>=6.0.0[yaml]extra == "yaml"
-
pyyaml>=6.0.0[all]extra == "all"
-
radon>=6.0.0[dev]extra == "dev"
-
rdflib>=6.0.0[rdf]extra == "rdf"
-
rdflib>=6.0.0[all]extra == "all"
-
requests>=2.28.0[all]extra == "all"
-
requests>=2.28.0[ai]extra == "ai"
-
ruff>=0.1.0[dev]extra == "dev"
-
s3fs>=2023.1.0[cloud]extra == "cloud"
-
s3fs>=2023.1.0[all]extra == "all"
-
safety>=2.3.0[dev]extra == "dev"
-
scipy>=1.10.0[mat]extra == "mat"
-
scipy>=1.10.0[all]extra == "all"
-
segyio>=1.9.0[geophysical]extra == "geophysical"
-
segyio>=1.9.0[all]extra == "all"
-
spacepy>=0.4.0[cdf]extra == "cdf"
-
spacepy>=0.4.0[all]extra == "all"
-
sqlalchemy>=2.0.0[lakehouse]extra == "lakehouse"
-
sqlalchemy>=2.0.0[all]extra == "all"
-
thrift>=0.16.0[all]extra == "all"
-
thrift>=0.16.0[thrift]extra == "thrift"
-
toml>=0.10.0[all]extra == "all"
-
toml>=0.10.0[toml]extra == "toml"
-
tomli>=2.0.0[toml]extra == "toml"
-
tomli>=2.0.0[all]extra == "all"
-
tomli>=2.0.0[dev]extra == "dev"
-
tomli-w>=1.0.0[toml]extra == "toml"
-
tomli-w>=1.0.0[all]extra == "all"
-
topojson>=1.5.0[geospatial]extra == "geospatial"
-
topojson>=1.5.0[topojson]extra == "topojson"
-
topojson>=1.5.0[all]extra == "all"
-
twine>=4.0.0[dev]extra == "dev"
-
types-chardet>=5.0.0[dev]extra == "dev"
-
types-openpyxl>=3.0.0[dev]extra == "dev"
-
types-python-dateutil>=2.8.0[dev]extra == "dev"
-
types-pyyaml>=6.0.0[dev]extra == "dev"
-
types-requests>=2.31.0[dev]extra == "dev"
-
types-setuptools>=68.0.0[dev]extra == "dev"
-
vobject>=0.9.0[all]extra == "all"
-
vobject>=0.9.0[vcf]extra == "vcf"
-
vortex-data>=0.56.0[all]extra == "all"
-
vortex-data>=0.56.0[vortex]extra == "vortex"
-
vulture>=2.10[dev]extra == "dev"
-
warcio>=1.7.0[all]extra == "all"
-
warcio>=1.7.0[warc]extra == "warc"
-
xarray>=2023.1.0[all]extra == "all"
-
xarray>=2023.1.0[geophysical]extra == "geophysical"
-
xlrd>=2.0.0[all]extra == "all"
-
xlrd>=2.0.0[excel]extra == "excel"
-
zarr>=2.16.0[zarr]extra == "zarr"
-
zstandard>=0.19.0[all]extra == "all"
-
zstandard>=0.19.0[compression]extra == "compression"
-
zstandard>=0.19.0[paimon]extra == "paimon"
-
zstandard>=0.19.0[paimon-row]extra == "paimon-row"
Used By
- undatum 4.2K/mo