apache-beam2.61.0
apache-beam2.61.0
Published
Apache Beam SDK for Python
pip install apache-beam
Package Downloads
Authors
Requires Python
>=3.9
Dependencies
- crcmod
<2.0,>=1.7
- orjson
<4,>=3.9.7
- dill
<0.3.2,>=0.3.1.1
- cloudpickle
~=2.2.1
- fastavro
<2,>=0.23.6
- fasteners
<1.0,>=0.3
- grpcio
!=1.48.0,!=1.59.*,!=1.60.*,!=1.61.*,!=1.62.0,!=1.62.1,<1.66.0,<2,>=1.33.1
- hdfs
<3.0.0,>=2.1.0
- httplib2
<0.23.0,>=0.8
- jsonschema
<5.0.0,>=4.0.0
- jsonpickle
<4.0.0,>=3.0.0
- numpy
<2.2.0,>=1.14.3
- objsize
<0.8.0,>=0.6.1
- packaging
>=22.0
- pymongo
<5.0.0,>=3.8.0
- proto-plus
<2,>=1.7.1
- protobuf
!=4.0.*,!=4.21.*,!=4.22.0,!=4.23.*,!=4.24.*,<6.0.0.dev0,>=3.20.3
- pydot
<2,>=1.2.0
- python-dateutil
<3,>=2.8.0
- pytz
>=2018.3
- redis
<6,>=5.0.0
- regex
>=2020.6.8
- requests
<3.0.0,>=2.24.0
- sortedcontainers
>=2.4.0
- typing-extensions
>=3.7.0
- zstandard
<1,>=0.18.0
- pyyaml
<7.0.0,>=3.12
- pyarrow
<17.0.0,>=3.0.0
- pyarrow-hotfix
<1
- boto3
<2,>=1.9; extra == "aws"
- azure-storage-blob
<13,>=12.3.2; extra == "azure"
- azure-core
<2,>=1.7.0; extra == "azure"
- azure-identity
<2,>=1.12.0; extra == "azure"
- dask
>=2022.6; extra == "dask"
- distributed
>=2022.6; extra == "dask"
- pandas
!=1.5.0,!=1.5.1,<2.3,>=1.4.3; extra == "dataframe"
- jinja2
<3.2,>=3.0; extra == "docs"
- Sphinx
<8.0,>=7.0.0; extra == "docs"
- docstring-parser
<1.0,>=0.15; extra == "docs"
- docutils
>=0.18.1; extra == "docs"
- pandas
<2.2.0; extra == "docs"
- openai
; extra == "docs"
- cachetools
<6,>=3.1.0; extra == "gcp"
- google-api-core
<3,>=2.0.0; extra == "gcp"
- google-apitools
<0.5.32,>=0.5.31; extra == "gcp"
- google-auth
<3,>=1.18.0; extra == "gcp"
- google-auth-httplib2
<0.3.0,>=0.1.0; extra == "gcp"
- google-cloud-datastore
<3,>=2.0.0; extra == "gcp"
- google-cloud-pubsub
<3,>=2.1.0; extra == "gcp"
- google-cloud-pubsublite
<2,>=1.2.0; extra == "gcp"
- google-cloud-storage
<3,>=2.18.2; extra == "gcp"
- google-cloud-bigquery
<4,>=2.0.0; extra == "gcp"
- google-cloud-bigquery-storage
<3,>=2.6.3; extra == "gcp"
- google-cloud-core
<3,>=2.0.0; extra == "gcp"
- google-cloud-bigtable
<3,>=2.19.0; extra == "gcp"
- google-cloud-spanner
<4,>=3.0.0; extra == "gcp"
- google-cloud-dlp
<4,>=3.0.0; extra == "gcp"
- google-cloud-language
<3,>=2.0; extra == "gcp"
- google-cloud-videointelligence
<3,>=2.0; extra == "gcp"
- google-cloud-vision
<4,>=2; extra == "gcp"
- google-cloud-recommendations-ai
<0.11.0,>=0.1.0; extra == "gcp"
- google-cloud-aiplatform
<2.0,>=1.26.0; extra == "gcp"
- keyrings.google-artifactregistry-auth
; extra == "gcp"
- facets-overview
<2,>=1.1.0; extra == "interactive"
- google-cloud-dataproc
<6,>=5.0.0; extra == "interactive"
- ipython
<9,>=8; extra == "interactive"
- ipykernel
<7,>=6; extra == "interactive"
- ipywidgets
<9,>=8; extra == "interactive"
- jupyter-client
!=6.1.13,<8.2.1,>=6.1.11; extra == "interactive"
- timeloop
<2,>=1.0.2; extra == "interactive"
- nbformat
<6,>=5.0.5; extra == "interactive"
- nbconvert
<8,>=6.2.0; extra == "interactive"
- pandas
!=1.5.0,!=1.5.1,<2.3,>=1.4.3; extra == "interactive"
- needle
<1,>=0.5.0; extra == "interactive-test"
- chromedriver-binary
<118,>=117; extra == "interactive-test"
- pillow
<10,>=7.1.1; extra == "interactive-test"
- urllib3
<2,>=1.21.1; extra == "interactive-test"
- datatable
; extra == "ml-test"
- embeddings
; extra == "ml-test"
- onnxruntime
; extra == "ml-test"
- sentence-transformers
; extra == "ml-test"
- skl2onnx
; extra == "ml-test"
- pillow
; extra == "ml-test"
- tensorflow-hub
; extra == "ml-test"
- tf2onnx
; extra == "ml-test"
- torch
; extra == "ml-test"
- transformers
; extra == "ml-test"
- tensorflow-transform
; python_version < "3.11" and extra == "ml_test"
- tensorflow
<2.16.0; python_version < "3.12" and extra == "ml_test"
- docstring-parser
<1.0,>=0.15; extra == "test"
- freezegun
>=0.3.12; extra == "test"
- jinja2
<3.2,>=3.0; extra == "test"
- joblib
>=1.0.1; extra == "test"
- mock
<6.0.0,>=1.0.1; extra == "test"
- pandas
<2.2.0; extra == "test"
- parameterized
<0.10.0,>=0.7.1; extra == "test"
- pyhamcrest
!=1.10.0,<3.0.0,>=1.9; extra == "test"
- requests-mock
<2.0,>=1.7; extra == "test"
- tenacity
<9,>=8.0.0; extra == "test"
- pytest
<8.0,>=7.1.2; extra == "test"
- pytest-xdist
<4,>=2.5.0; extra == "test"
- pytest-timeout
<3,>=2.1.0; extra == "test"
- scikit-learn
>=0.20.0; extra == "test"
- setuptools
; extra == "test"
- sqlalchemy
<3.0,>=1.3; extra == "test"
- psycopg2-binary
!=2.9.10,<3.0.0,>=2.8.5; extra == "test"
- testcontainers
[mysql]<4.0.0,>=3.0.3; extra == "test"
- cryptography
>=41.0.2; extra == "test"
- hypothesis
<7.0.0,>5.0.0; extra == "test"
- docstring-parser
<1.0,>=0.15; extra == "yaml"
- jinja2
<3.2,>=3.0; extra == "yaml"
- virtualenv-clone
<1.0,>=0.5; extra == "yaml"
- pandas
!=1.5.0,!=1.5.1,<2.3,>=1.4.3; extra == "yaml"
- js2py
<1,>=0.74; python_version < "3.12" and extra == "yaml"