© 2025-2026 PySpect
| Package | Optional | Group |
|---|---|---|
| acryl-datahub | true | feast |
| kedro-datasets | true | feast |
| dask | false |
| dill | false |
| fastapi | false |
| gunicorn | false |
| jinja2 | false |
| mmh3 | false |
| numpy | false |
| pandas | false |
| prometheus-client | false |
| protobuf | false |
| psutil | false |
| pyarrow | false |
| pydantic | false |
| pygments | false |
| pyjwt | false |
| pyyaml | false |
| requests | false |
| sqlalchemy | false |
| starlette | false |
| tabulate | false |
| tenacity | false |
| toml | false |
| tqdm | false |
| typeguard | false |
| uvicorn | false |
| uvicorn-worker | false |
| aerospike | true | aerospike |
| aiobotocore | true | aws |
| apache-flink | true | flink |
| assertpy | true | ci |
| azure-identity | true | azure |
| azure-storage-blob | true | azure |
| boto3 | true | aws |
| build | true | ci |
| calver | true | minimal-sdist-build |
| cassandra-driver | true | cassandra |
| cffi | true | go |
| clickhouse-connect | true | clickhouse |
| codeflare-sdk | true | ray |
| couchbase | true | couchbase |
| couchbase-columnar | true | couchbase |
| cryptography | true | test |
| cython | true | minimal-sdist-build |
| datasets | true | rag |
| dbt-artifacts-parser | true | dbt |
| deltalake | true | delta |
| dnspython | true | mongodb |
| docling | true | docling |
| elasticsearch | true | elasticsearch |
| faiss-cpu | true | faiss |
| fastapi-mcp | true | mcp |
| flit-core | true | minimal-sdist-build |
| fsspec | true | aws |
| google-api-core | true | gcp |
| google-cloud-bigquery | true | gcp |
| google-cloud-bigquery-storage | true | gcp |
| google-cloud-bigtable | true | gcp |
| google-cloud-datastore | true | gcp |
| google-cloud-storage | true | gcp |
| googleapis-common-protos | true | gcp |
| great-expectations | true | ge |
| greenlet | true | minimal-sdist-build |
| grpcio | true | grpcio |
| grpcio-health-checking | true | grpcio |
| grpcio-reflection | true | grpcio |
| grpcio-testing | true | ci |
| grpcio-tools | true | ci |
| happybase | true | hbase |
| hatch-fancy-pypi-readme | true | minimal-sdist-build |
| hatch-vcs | true | minimal-sdist-build |
| hatchling | true | minimal-sdist-build |
| hazelcast-python-client | true | hazelcast |
| hiredis | true | redis |
| httpx | true | ci |
| ibis-framework | true | duckdb |
| kubernetes | true | k8s |
| mcp | true | mcp |
| meson | true | minimal-sdist-build |
| meson-python | true | minimal-sdist-build |
| milvus-lite | true | milvus |
| minio | true | test |
| mlflow | true | mlflow |
| mock | true | ci |
| moto | true | ci |
| mypy | true | ci |
| mypy-protobuf | true | ci |
| openlineage-python | true | openlineage |
| patchelf | true | minimal-sdist-build |
| pillow | true | image |
| pip-tools | true | ci |
| pre-commit | true | ci |
| psycopg | true | postgres |
| py | true | test |
| pybindgen | true | ci |
| pyiceberg | true | iceberg |
| pymilvus | true | milvus |
| pymongo | true | mongodb |
| pymssql | true | azure |
| pymysql | true | mysql |
| pyodbc | true | azure |
| pyspark | true | spark |
| pytest | true | test |
| pytest-asyncio | true | test |
| pytest-benchmark | true | test |
| pytest-cov | true | test |
| pytest-env | true | test |
| pytest-lazy-fixture | true | test |
| pytest-mock | true | test |
| pytest-ordering | true | test |
| pytest-timeout | true | test |
| pytest-xdist | true | test |
| python-dateutil | true | ci |
| python-keycloak | true | test |
| qdrant-client | true | qdrant |
| ray | true | ray |
| redis | true | redis |
| regex | true | trino |
| ruff | true | ci |
| scikit-build-core | true | minimal-sdist-build |
| scikit-learn | true | image |
| scylla-driver | true | scylladb |
| sentence-transformers | true | rag |
| setuptools | true | setuptools |
| singlestoredb | true | singlestore |
| snowflake-connector-python | true | snowflake |
| sphinx | true | minimal-sdist-build |
| sqlglot | true | ci |
| sqlite-vec | true | sqlite-vec |
| testcontainers | true | test |
| timm | true | image |
| torch | true | pytorch |
| torchvision | true | pytorch |
| transformers | true | rag |
| trino | true | trino |
| types-protobuf | true | ci |
| types-psutil | true | minimal-sdist-build |
| types-pymysql | true | mysql |
| types-python-dateutil | true | ci |
| types-pytz | true | ci |
| types-pyyaml | true | ci |
| types-redis | true | ci |
| types-requests | true | ci |
| types-setuptools | true | ci |
| types-tabulate | true | ci |
| urllib3 | true | ci |
| virtualenv | true | ci |