apache-beam@2.42.0

Apache Beam SDK for Python

2022-10-17 Python >=3.10 wheel sdist
安装 (2.42.0)
pip install apache-beam==2.42.0
poetry add apache-beam==2.42.0
pipenv install apache-beam==2.42.0
conda install apache-beam=2.42.0
依赖 (235)
依赖
envoy-data-plane<2,>=1.0.3; python_version >= "3.11"
envoy-data-plane<0.3.0; python_version < "3.11"
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.*,!=1.67.*,!=1.68.*,!=1.69.*,!=1.70.*,<2,>=1.33.1
httplib2<0.32.0,>=0.8
jsonpickle<4.0.0,>=3.0.0
numpy<2.5.0,>=1.14.3
objsize<0.8.0,>=0.6.1
packaging>=22.0
pillow<13,>=12.1.1
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.*,<7.0.0.dev0,>=3.20.3
python-dateutil<3,>=2.8.0
pytz>=2018.3
requests<3.0.0,>=2.32.4
sortedcontainers>=2.4.0
typing-extensions>=3.7.0
zstandard<1,>=0.18.0
pyyaml<7.0.0,>=3.12
beartype<0.23.0,>=0.21.0
pyarrow<24.0.0,>=6.0.1
pyarrow-hotfix<1
isort==7.0.0; extra == "dev"
pyrefly==0.54.0; extra == "dev"
ruff==0.15.7; extra == "dev"
yapf==0.43.0; extra == "dev"
dill<0.3.2,>=0.3.1.1; extra == "dill"
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"
markdown; extra == "docs"
pandas<2.3.0; extra == "docs"
openai; extra == "docs"
virtualenv-clone<1.0,>=0.5; extra == "docs"
cloud-sql-python-connector[pg8000]<2.0.0,>=1.0.0; extra == "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<2.3.0; extra == "test"
parameterized<0.10.0,>=0.7.1; extra == "test"
pydot<2,>=1.2.0; extra == "test"
pyhamcrest!=1.10.0,<3.0.0,>=1.9; extra == "test"
requests_mock<2.0,>=1.7; extra == "test"
tenacity<10,>=8.0.0; extra == "test"
pytest<10.0,>=7.1.2; extra == "test"
pytest-xdist<4,>=2.5.0; extra == "test"
pytest-timeout<3,>=2.1.0; extra == "test"
scikit-learn<1.8.0,>=0.20.0; extra == "test"
sqlalchemy<3.0,>=1.3; extra == "test"
psycopg2-binary<3.0,>=2.8.5; extra == "test"
testcontainers[kafka,milvus,mysql]<5.0.0,>=4.0.0; extra == "test"
cryptography>=41.0.2; extra == "test"
hypothesis<6.148.4,>5.0.0; extra == "test"
virtualenv-clone<1.0,>=0.5; extra == "test"
python-tds>=1.16.1; extra == "test"
sqlalchemy-pytds>=1.0.2; extra == "test"
pg8000>=1.31.5; extra == "test"
PyMySQL>=1.1.0; extra == "test"
oracledb>=3.1.1; extra == "test"
cachetools<7,>=3.1.0; extra == "gcp"
google-api-core<3,>=2.0.0; extra == "gcp"
google-apitools<0.5.32,>=0.5.31; python_version < "3.13" and extra == "gcp"
google-apitools>=0.5.35; python_version >= "3.13" and 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-storage<4,>=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-build<4,>=3.35.0; extra == "gcp"
google-cloud-spanner<4,>=3.0.0; extra == "gcp"
google-cloud-dlp<4,>=3.0.0; extra == "gcp"
google-cloud-kms<4,>=3.0.0; extra == "gcp"
google-cloud-language<3,>=2.0; extra == "gcp"
google-cloud-secret-manager<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"
cloud-sql-python-connector<2.0.0,>=1.18.2; extra == "gcp"
python-tds>=1.16.1; extra == "gcp"
pg8000>=1.31.5; extra == "gcp"
PyMySQL>=1.1.0; extra == "gcp"
keyrings.google-artifactregistry-auth; extra == "gcp"
orjson<4,>=3.9.7; extra == "gcp"
regex>=2020.6.8; extra == "gcp"
facets-overview<2,>=1.1.0; extra == "interactive"
google-cloud-dataproc<6,>=5.0.0; extra == "interactive"
ipython<9,>=7; 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"
pydot<2,>=1.2.0; 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"
dill; extra == "ml-test"
tensorflow_transform<1.15.0,>=1.14.0; extra == "ml-test"
numpy<2; extra == "ml-test"
tf2onnx<1.17,>=1.16.1; extra == "ml-test"
embeddings>=0.0.4; extra == "ml-test"
onnxruntime; extra == "ml-test"
onnx<2,>=1.14.1; extra == "ml-test"
langchain; extra == "ml-test"
sentence-transformers>=2.2.2; extra == "ml-test"
skl2onnx; extra == "ml-test"
pyod>=0.7.6; extra == "ml-test"
tensorflow; extra == "ml-test"
absl-py>=0.12.0; extra == "ml-test"
tensorflow-hub; extra == "ml-test"
tokenizers<0.23; extra == "ml-test"
torch<2.12.0; extra == "ml-test"
transformers<4.56.0,>=4.28.0; extra == "ml-test"
tokenizers<0.22.0,>=0.13.3; extra == "ml-test"
datatable; extra == "p310-ml-test"
embeddings>=0.0.4; extra == "p310-ml-test"
onnxruntime; extra == "p310-ml-test"
onnx<2,>=1.14.1; extra == "p310-ml-test"
langchain; extra == "p310-ml-test"
sentence-transformers>=2.2.2; extra == "p310-ml-test"
skl2onnx; extra == "p310-ml-test"
pyod>=0.7.6; extra == "p310-ml-test"
tensorflow; extra == "p310-ml-test"
absl-py>=0.12.0; extra == "p310-ml-test"
tensorflow-hub; extra == "p310-ml-test"
tokenizers<0.23; extra == "p310-ml-test"
torch<2.12.0; extra == "p310-ml-test"
transformers<4.56.0,>=4.28.0; extra == "p310-ml-test"
tokenizers<0.22.0,>=0.13.3; extra == "p310-ml-test"
google-adk==1.28.1; extra == "p310-ml-test"
proto-plus<2,>=1.26.1; extra == "p310-ml-test"
opentelemetry-api==1.37.0; extra == "p310-ml-test"
opentelemetry-sdk==1.37.0; extra == "p310-ml-test"
opentelemetry-exporter-otlp-proto-http==1.37.0; extra == "p310-ml-test"
tf2onnx<1.18,>=1.17.0; extra == "p310-ml-test"
datatable; extra == "p312-ml-test"
embeddings>=0.0.4; extra == "p312-ml-test"
onnxruntime; extra == "p312-ml-test"
onnx<2,>=1.14.1; extra == "p312-ml-test"
langchain; extra == "p312-ml-test"
sentence-transformers>=2.2.2; extra == "p312-ml-test"
skl2onnx; extra == "p312-ml-test"
pyod>=0.7.6; extra == "p312-ml-test"
tensorflow; extra == "p312-ml-test"
absl-py>=0.12.0; extra == "p312-ml-test"
tensorflow-hub; extra == "p312-ml-test"
tokenizers<0.23; extra == "p312-ml-test"
torch<2.12.0; extra == "p312-ml-test"
transformers<4.56.0,>=4.28.0; extra == "p312-ml-test"
tokenizers<0.22.0,>=0.13.3; extra == "p312-ml-test"
google-adk==1.28.1; extra == "p312-ml-test"
proto-plus<2,>=1.26.1; extra == "p312-ml-test"
opentelemetry-api==1.37.0; extra == "p312-ml-test"
opentelemetry-sdk==1.37.0; extra == "p312-ml-test"
opentelemetry-exporter-otlp-proto-http==1.37.0; extra == "p312-ml-test"
tf2onnx<1.18,>=1.17.0; extra == "p312-ml-test"
embeddings>=0.0.4; extra == "p313-ml-test"
onnxruntime; extra == "p313-ml-test"
onnx<2,>=1.14.1; extra == "p313-ml-test"
langchain; extra == "p313-ml-test"
sentence-transformers>=2.2.2; extra == "p313-ml-test"
skl2onnx; extra == "p313-ml-test"
pyod>=0.7.6; extra == "p313-ml-test"
tensorflow; extra == "p313-ml-test"
absl-py>=0.12.0; extra == "p313-ml-test"
tensorflow-hub; extra == "p313-ml-test"
tokenizers<0.23; extra == "p313-ml-test"
torch<2.12.0; extra == "p313-ml-test"
transformers<4.56.0,>=4.28.0; extra == "p313-ml-test"
tokenizers<0.22.0,>=0.13.3; extra == "p313-ml-test"
google-adk==1.28.1; extra == "p313-ml-test"
proto-plus<2,>=1.26.1; extra == "p313-ml-test"
opentelemetry-api==1.37.0; extra == "p313-ml-test"
opentelemetry-sdk==1.37.0; extra == "p313-ml-test"
opentelemetry-exporter-otlp-proto-http==1.37.0; extra == "p313-ml-test"
tf2onnx<1.18,>=1.17.0; extra == "p313-ml-test"
pymilvus<3.0.0,>=2.5.10; extra == "p313-ml-test"
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"
pandas!=1.5.0,!=1.5.1,<2.3,>=1.4.3; extra == "dataframe"
distributed>=2024.4.2; extra == "dask"
dask>=2024.4.2; extra == "dask"
hdfs<3.0.0,>=2.1.0; extra == "hadoop"
docstring-parser<1.0,>=0.15; extra == "yaml"
jinja2<3.2,>=3.0; extra == "yaml"
virtualenv-clone<1.0,>=0.5; extra == "yaml"
js2py<1,>=0.74; python_version < "3.12" and extra == "yaml"
jsonschema<5.0.0,>=4.0.0; extra == "yaml"
pandas!=1.5.0,!=1.5.1,<2.3,>=1.4.3; extra == "yaml"
torch<2.8.0,>=1.9.0; extra == "torch"
tensorflow<2.21,>=2.12rc1; extra == "tensorflow"
absl-py>=0.12.0; extra == "tensorflow"
transformers<4.56.0,>=4.28.0; extra == "transformers"
tensorflow>=2.12.0; extra == "transformers"
torch>=1.9.0; extra == "transformers"
tensorflow>=2.12.0; extra == "ml-cpu"
torch==2.8.0+cpu; extra == "ml-cpu"
transformers<4.56.0,>=4.28.0; extra == "ml-cpu"
absl-py>=0.12.0; extra == "ml-cpu"
redis<6,>=5.0.0; extra == "redis"
tensorflow_transform<1.15.0,>=1.14.0; extra == "tft"
numpy<2; extra == "tft"
dill; extra == "tft"
crcmod<2.0,>=1.7; extra == "tfrecord"
onnxruntime==1.13.1; extra == "onnx"
torch==1.13.1; extra == "onnx"
tensorflow==2.11.0; extra == "onnx"
tf2onnx==1.13.0; extra == "onnx"
skl2onnx==1.13; extra == "onnx"
transformers==4.25.1; extra == "onnx"
absl-py>=0.12.0; extra == "onnx"
xgboost<2.1.3,>=1.6.0; extra == "xgboost"
datatable==1.0.0; extra == "xgboost"
tensorflow-hub<0.16.0,>=0.14.0; extra == "tensorflow-hub"
pymilvus<3.0.0,>=2.5.10; extra == "milvus"
openai==1.107.1; extra == "vllm"
vllm==0.10.1.1; extra == "vllm"
triton==3.3.1; extra == "vllm"
cryptography<48.0.0,>=39.0.0
下载文件
文件名类型Python 版本大小
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apache_beam-2.42.0-cp37-cp37m-manylinux1_i686.whl bdist_wheel cp37 10496973 bytes
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apache_beam-2.42.0-cp37-cp37m-manylinux2010_i686.whl bdist_wheel cp37 10496977 bytes
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apache_beam-2.42.0-cp37-cp37m-manylinux2014_aarch64.whl bdist_wheel cp37 12079193 bytes
apache_beam-2.42.0-cp37-cp37m-win32.whl bdist_wheel cp37 4102918 bytes
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apache_beam-2.42.0-cp39-cp39-win_amd64.whl bdist_wheel cp39 4366662 bytes
apache-beam-2.42.0.zip sdist source 2886839 bytes
版本列表
2.74.0 2026-06-02
2.74.0rc3 2026-05-28
2.74.0rc2 2026-05-22
2.74.0rc1 2026-05-19
2.73.0 2026-04-29
2.73.0rc2 2026-04-23
2.73.0rc1 2026-04-16
2.72.0 2026-03-30
2.72.0rc5 2026-03-24
2.72.0rc2 2026-03-16
2.71.0 2026-01-22
2.71.0rc3 2026-01-16
2.71.0rc1 2026-01-08
2.70.0 2025-12-16
2.70.0rc4 2025-12-11
2.70.0rc3 2025-12-11
2.70.0rc2 2025-12-09
2.69.0 2025-10-28
2.69.0rc3 2025-10-21
2.69.0rc1 2025-10-17
2.68.0 2025-09-22
2.68.0rc2 2025-09-15
2.67.0 2025-08-12
2.67.0rc2 2025-08-07
2.67.0rc1 2025-08-01
2.66.0 2025-07-01
2.66.0rc2 2025-06-24
2.66.0rc1 2025-06-18
2.65.0 2025-05-12
2.65.0rc2 2025-05-07
2.65.0rc1 2025-05-02
2.64.0 2025-03-31
2.64.0rc2 2025-03-25
2.63.0 2025-02-18
2.63.0rc2 2025-02-12
2.63.0rc1 2025-02-06
2.62.0 2025-01-21
2.62.0rc1 2025-01-11
2.61.0 2024-11-25
2.61.0rc3 2024-11-20
2.60.0 2024-10-17
2.59.0 2024-09-11
2.58.1 2024-08-16
2.58.0 2024-08-06
2.57.0 2024-06-26
2.56.0 2024-05-02
2.55.1 2024-04-08
2.55.0 2024-03-25
2.54.0 2024-02-14
2.53.0 2024-01-04
2.52.0 2023-11-17
2.51.0 2023-10-11
2.50.0 2023-08-29
2.49.0 2023-07-17
2.48.0 2023-05-31
2.47.0 2023-05-10
2.46.0 2023-03-08
2.45.0 2023-02-15
2.44.0 2023-01-13
2.43.0 2022-11-17
2.42.0 2022-10-17
2.41.0 2022-08-23
2.40.0 2022-06-27
2.39.0 2022-05-25
2.38.0 2022-04-20
2.37.0 2022-03-04
2.36.0 2022-02-07
2.35.0 2021-12-30
2.34.0 2021-11-11
2.33.0 2021-10-07
2.32.0 2021-08-26
2.31.0 2021-07-08
2.30.0 2021-06-08
2.29.0 2021-04-27
2.28.0 2021-02-22
2.27.0 2021-01-08
2.26.0 2020-12-11
2.25.0 2020-10-23
2.24.0 2020-09-16
2.23.0 2020-07-28
2.22.0 2020-06-08
2.21.0 2020-05-27
2.20.0 2020-04-15
2.19.0 2020-02-03
2.18.0 2020-01-23
2.17.0 2020-01-06
2.16.0 2019-10-07
2.15.0 2019-08-22
2.14.0 2019-08-01
2.13.0 2019-06-04
2.12.0 2019-04-25
2.11.0 2019-03-01
2.10.0 2019-02-11
2.9.0 2018-12-13
2.8.0 2018-10-26
2.7.0 2018-09-29
2.6.0 2018-09-10
2.5.0 2018-06-26
2.4.0 2018-03-20
2.3.0 2018-02-19
2.2.0 2017-11-25
2.1.1 2017-09-22
2.1.0 2017-08-22
2.0.0 2017-05-16
0.6.0 2017-03-14