Apache Beam SDK와 Dataflow 작업자는 공통 타사 구성요소를 사용하며, 이러한 구성요소는 종속 항목을 추가로 가져옵니다. 버전이 충돌하면 서비스에서 예기치 않은 동작이 발생할 수 있습니다. 코드에서 이러한 패키지를 사용하는 경우, 일부 라이브러리가 이후 버전과 호환되지 않으므로 실행하는 시점을 기준으로 범위 내에 있는 것으로 표시되는 버전을 사용해야 할 수도 있습니다.
이 페이지에는 Apache Beam 및 Dataflow SDK 출시 버전별 종속 항목과 작업자 패키지 정보가 포함되어 있습니다.
- 자바용 Apache Beam 2.x SDK
- Python용 Apache Beam 2.x SDK
- 자바용 Cloud Dataflow 2.x SDK
- Python용 Cloud Dataflow 2.x SDK
- 자바용 Cloud Dataflow 1.x SDK
Apache Beam 2.x SDK
자바용 SDK
Python용 SDK
버전 2.29.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
Python 3.6.13
| 패키지 | 버전 |
|---|---|
| absl-py | 0.12.0 |
| astunparse | 1.6.3 |
| atomicwrites | 1.4.0 |
| attrs | 20.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.12.5 |
| cffi | 1.14.5 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dataclasses | 0.8 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.24.2 |
| fasteners | 0.16 |
| flatbuffers | 1.12 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.3.3 |
| google-api-core | 1.26.3 |
| google-api-python-client | 2.2.0 |
| google-apitools | 0.5.31 |
| google-auth | 1.29.0 |
| google-auth-httplib2 | 0.1.0 |
| google-auth-oauthlib | 0.4.4 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.1.2 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.2.0 |
| googleapis-common-protos | 1.53.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.32.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 4.0.0 |
| joblib | 1.0.1 |
| Keras-Preprocessing | 1.1.2 |
| 마크다운 | 3.3.4 |
| mmh3 | 2.5.1 |
| mock | 2.0.0 |
| more-itertools | 8.7.0 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.19.5 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| 패키징 | 20.9 |
| pandas | 1.1.5 |
| pbr | 5.5.1 |
| Pillow | 7.2.0 |
| pip | 21.0.1 |
| pluggy | 0.13.1 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.10.0 |
| pyarrow | 3.0.0 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2021.4.4 |
| 요청 | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.7.2 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 56.0.0 |
| six | 1.15.0 |
| soupsieve | 2.2.1 |
| tensorboard | 2.5.0 |
| tensorboard-data-server | 0.6.0 |
| tensorboard-plugin-wit | 1.8.0 |
| tensorflow | 2.4.1 |
| tensorflow-estimator | 2.4.0 |
| termcolor | 1.1.0 |
| tqdm | 4.60.0 |
| typing-extensions | 3.7.4.2 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.11 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| 바퀴 | 0.36.2 |
| wrapt | 1.12.1 |
| zipp | 3.4.1 |
Python 3.7.10
| 패키지 | 버전 |
|---|---|
| absl-py | 0.12.0 |
| astunparse | 1.6.3 |
| atomicwrites | 1.4.0 |
| attrs | 20.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.12.5 |
| cffi | 1.14.5 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.24.2 |
| fasteners | 0.16 |
| flatbuffers | 1.12 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.3.3 |
| google-api-core | 1.26.3 |
| google-api-python-client | 2.2.0 |
| google-apitools | 0.5.31 |
| google-auth | 1.29.0 |
| google-auth-httplib2 | 0.1.0 |
| google-auth-oauthlib | 0.4.4 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.1.2 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.2.0 |
| googleapis-common-protos | 1.53.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.32.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 4.0.0 |
| joblib | 1.0.1 |
| Keras-Preprocessing | 1.1.2 |
| 마크다운 | 3.3.4 |
| mmh3 | 2.5.1 |
| mock | 2.0.0 |
| more-itertools | 8.7.0 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.19.5 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| 패키징 | 20.9 |
| pandas | 1.2.2 |
| pbr | 5.5.1 |
| Pillow | 7.2.0 |
| pip | 21.0.1 |
| pluggy | 0.13.1 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.10.0 |
| pyarrow | 3.0.0 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2021.4.4 |
| 요청 | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.7.2 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 56.0.0 |
| six | 1.15.0 |
| soupsieve | 2.2.1 |
| tensorboard | 2.5.0 |
| tensorboard-data-server | 0.6.0 |
| tensorboard-plugin-wit | 1.8.0 |
| tensorflow | 2.4.1 |
| tensorflow-estimator | 2.4.0 |
| termcolor | 1.1.0 |
| tqdm | 4.60.0 |
| typing-extensions | 3.7.4.2 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.11 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| 바퀴 | 0.36.2 |
| wrapt | 1.12.1 |
| zipp | 3.4.1 |
Python 3.8.9
| 패키지 | 버전 |
|---|---|
| absl-py | 0.12.0 |
| astunparse | 1.6.3 |
| atomicwrites | 1.4.0 |
| attrs | 20.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.12.5 |
| cffi | 1.14.5 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.24.2 |
| fasteners | 0.16 |
| flatbuffers | 1.12 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.3.3 |
| google-api-core | 1.26.3 |
| google-api-python-client | 2.2.0 |
| google-apitools | 0.5.31 |
| google-auth | 1.29.0 |
| google-auth-httplib2 | 0.1.0 |
| google-auth-oauthlib | 0.4.4 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.1.2 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.2.0 |
| googleapis-common-protos | 1.53.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.32.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| joblib | 1.0.1 |
| Keras-Preprocessing | 1.1.2 |
| 마크다운 | 3.3.4 |
| mmh3 | 2.5.1 |
| mock | 2.0.0 |
| more-itertools | 8.7.0 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.19.5 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| 패키징 | 20.9 |
| pandas | 1.2.2 |
| pbr | 5.5.1 |
| Pillow | 7.2.0 |
| pip | 21.0.1 |
| pluggy | 0.13.1 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.10.0 |
| pyarrow | 3.0.0 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2021.4.4 |
| 요청 | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.7.2 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 56.0.0 |
| six | 1.15.0 |
| soupsieve | 2.2.1 |
| tensorboard | 2.5.0 |
| tensorboard-data-server | 0.6.0 |
| tensorboard-plugin-wit | 1.8.0 |
| tensorflow | 2.4.1 |
| tensorflow-estimator | 2.4.0 |
| termcolor | 1.1.0 |
| tqdm | 4.60.0 |
| typing-extensions | 3.7.4.2 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.11 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| 바퀴 | 0.36.2 |
| wrapt | 1.12.1 |
버전 2.28.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
Python 3.6.12
| 패키지 | 버전 |
|---|---|
| absl-py | 0.11.0 |
| astunparse | 1.6.3 |
| atomicwrites | 1.4.0 |
| attrs | 20.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.12.5 |
| cffi | 1.14.4 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dataclasses | 0.8 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.24.2 |
| fasteners | 0.16 |
| flatbuffers | 1.12 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.3.3 |
| google-api-core | 1.26.0 |
| google-api-python-client | 1.12.8 |
| google-apitools | 0.5.31 |
| google-auth | 1.25.0 |
| google-auth-httplib2 | 0.0.4 |
| google-auth-oauthlib | 0.4.2 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-build | 2.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.1.2 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.2.0 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.32.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 3.4.0 |
| joblib | 1.0.0 |
| Keras-Preprocessing | 1.1.2 |
| libcst | 0.3.16 |
| 마크다운 | 3.3.3 |
| mmh3 | 2.5.1 |
| mock | 2.0.0 |
| more-itertools | 8.7.0 |
| mypy-extensions | 0.4.3 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.19.5 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| 패키징 | 20.9 |
| pandas | 1.1.4 |
| pbr | 5.5.1 |
| Pillow | 7.2.0 |
| pip | 21.0.1 |
| pluggy | 0.13.1 |
| proto-plus | 1.13.0 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.10.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.11.13 |
| 요청 | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.7 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 53.0.0 |
| six | 1.15.0 |
| soupsieve | 2.1 |
| tensorboard | 2.4.1 |
| tensorboard-plugin-wit | 1.8.0 |
| tensorflow | 2.4.1 |
| tensorflow-estimator | 2.4.0 |
| termcolor | 1.1.0 |
| tqdm | 4.56.0 |
| typing-extensions | 3.7.4.2 |
| typing-inspect | 0.6.0 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.11 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| 바퀴 | 0.36.2 |
| wrapt | 1.12.1 |
| zipp | 3.4.0 |
Python 3.7.9
| 패키지 | 버전 |
|---|---|
| absl-py | 0.11.0 |
| astunparse | 1.6.3 |
| atomicwrites | 1.4.0 |
| attrs | 20.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.12.5 |
| cffi | 1.14.4 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.24.2 |
| fasteners | 0.16 |
| flatbuffers | 1.12 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.3.3 |
| google-api-core | 1.26.0 |
| google-api-python-client | 1.12.8 |
| google-apitools | 0.5.31 |
| google-auth | 1.25.0 |
| google-auth-httplib2 | 0.0.4 |
| google-auth-oauthlib | 0.4.2 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-build | 2.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.1.2 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.2.0 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.32.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 3.4.0 |
| joblib | 1.0.0 |
| Keras-Preprocessing | 1.1.2 |
| libcst | 0.3.16 |
| 마크다운 | 3.3.3 |
| mmh3 | 2.5.1 |
| mock | 2.0.0 |
| more-itertools | 8.7.0 |
| mypy-extensions | 0.4.3 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.19.5 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| 패키징 | 20.9 |
| pandas | 1.1.4 |
| pbr | 5.5.1 |
| Pillow | 7.2.0 |
| pip | 21.0.1 |
| pluggy | 0.13.1 |
| proto-plus | 1.13.0 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.10.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.11.13 |
| 요청 | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.7 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 53.0.0 |
| six | 1.15.0 |
| soupsieve | 2.1 |
| tensorboard | 2.4.1 |
| tensorboard-plugin-wit | 1.8.0 |
| tensorflow | 2.4.1 |
| tensorflow-estimator | 2.4.0 |
| termcolor | 1.1.0 |
| tqdm | 4.56.0 |
| typing-extensions | 3.7.4.2 |
| typing-inspect | 0.6.0 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.11 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| 바퀴 | 0.36.2 |
| wrapt | 1.12.1 |
| zipp | 3.4.0 |
Python 3.8.7
| 패키지 | 버전 |
|---|---|
| absl-py | 0.11.0 |
| astunparse | 1.6.3 |
| atomicwrites | 1.4.0 |
| attrs | 20.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.12.5 |
| cffi | 1.14.4 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.24.2 |
| fasteners | 0.16 |
| flatbuffers | 1.12 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.3.3 |
| google-api-core | 1.26.0 |
| google-api-python-client | 1.12.8 |
| google-apitools | 0.5.31 |
| google-auth | 1.25.0 |
| google-auth-httplib2 | 0.0.4 |
| google-auth-oauthlib | 0.4.2 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-build | 2.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.1.2 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.2.0 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.32.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| joblib | 1.0.0 |
| Keras-Preprocessing | 1.1.2 |
| libcst | 0.3.16 |
| 마크다운 | 3.3.3 |
| mmh3 | 2.5.1 |
| mock | 2.0.0 |
| more-itertools | 8.7.0 |
| mypy-extensions | 0.4.3 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.19.5 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| 패키징 | 20.9 |
| pandas | 1.1.4 |
| pbr | 5.5.1 |
| Pillow | 7.2.0 |
| pip | 21.0.1 |
| pluggy | 0.13.1 |
| proto-plus | 1.13.0 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.10.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.11.13 |
| 요청 | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.7 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 53.0.0 |
| six | 1.15.0 |
| soupsieve | 2.1 |
| tensorboard | 2.4.1 |
| tensorboard-plugin-wit | 1.8.0 |
| tensorflow | 2.4.1 |
| tensorflow-estimator | 2.4.0 |
| termcolor | 1.1.0 |
| tqdm | 4.56.0 |
| typing-extensions | 3.7.4.2 |
| typing-inspect | 0.6.0 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.11 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| 바퀴 | 0.36.2 |
| wrapt | 1.12.1 |
버전 2.27.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
Python 3.6.12
| 패키지 | 버전 |
|---|---|
| absl-py | 0.11.0 |
| astunparse | 1.6.3 |
| atomicwrites | 1.4.0 |
| attrs | 20.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.11.8 |
| cffi | 1.14.3 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dataclasses | 0.7 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.24.2 |
| fasteners | 0.15 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.3.3 |
| google-api-core | 1.23.0 |
| google-api-python-client | 1.12.5 |
| google-apitools | 0.5.31 |
| google-auth | 1.23.0 |
| google-auth-httplib2 | 0.0.4 |
| google-auth-oauthlib | 0.4.2 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-build | 2.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.0.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.1.0 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 2.0.0 |
| joblib | 0.17.0 |
| Keras-Preprocessing | 1.1.2 |
| libcst | 0.3.13 |
| 마크다운 | 3.3.3 |
| mmh3 | 2.5.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.6.0 |
| mypy-extensions | 0.4.3 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.18.4 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| packaging | 20.4 |
| pandas | 1.1.4 |
| pbr | 5.5.1 |
| Pillow | 7.2.0 |
| pip | 20.2.4 |
| pluggy | 0.13.1 |
| proto-plus | 1.11.0 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.11.11 |
| 요청 | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.6 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 50.3.2 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.4.0 |
| tensorboard-plugin-wit | 1.7.0 |
| tensorflow | 2.3.0 |
| tensorflow-estimator | 2.3.0 |
| termcolor | 1.1.0 |
| tqdm | 4.51.0 |
| typing-extensions | 3.7.4.2 |
| typing-inspect | 0.6.0 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.11 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| wheel | 0.35.1 |
| wrapt | 1.12.1 |
| zipp | 3.4.0 |
Python 3.7.9
| 패키지 | 버전 |
|---|---|
| absl-py | 0.11.0 |
| astunparse | 1.6.3 |
| atomicwrites | 1.4.0 |
| attrs | 20.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.11.8 |
| cffi | 1.14.3 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.24.2 |
| fasteners | 0.15 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.3.3 |
| google-api-core | 1.23.0 |
| google-api-python-client | 1.12.5 |
| google-apitools | 0.5.31 |
| google-auth | 1.23.0 |
| google-auth-httplib2 | 0.0.4 |
| google-auth-oauthlib | 0.4.2 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-build | 2.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.0.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.1.0 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 2.0.0 |
| joblib | 0.17.0 |
| Keras-Preprocessing | 1.1.2 |
| libcst | 0.3.13 |
| 마크다운 | 3.3.3 |
| mmh3 | 2.5.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.6.0 |
| mypy-extensions | 0.4.3 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.18.4 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| packaging | 20.4 |
| pandas | 1.1.4 |
| pbr | 5.5.1 |
| Pillow | 7.2.0 |
| pip | 20.2.4 |
| pluggy | 0.13.1 |
| proto-plus | 1.11.0 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.11.11 |
| 요청 | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.6 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 50.3.2 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.4.0 |
| tensorboard-plugin-wit | 1.7.0 |
| tensorflow | 2.3.0 |
| tensorflow-estimator | 2.3.0 |
| termcolor | 1.1.0 |
| tqdm | 4.51.0 |
| typing-extensions | 3.7.4.2 |
| typing-inspect | 0.6.0 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.11 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| wheel | 0.35.1 |
| wrapt | 1.12.1 |
| zipp | 3.4.0 |
Python 3.8.6
| 패키지 | 버전 |
|---|---|
| absl-py | 0.11.0 |
| astunparse | 1.6.3 |
| atomicwrites | 1.4.0 |
| attrs | 20.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.11.8 |
| cffi | 1.14.3 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.24.2 |
| fasteners | 0.15 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.3.3 |
| google-api-core | 1.23.0 |
| google-api-python-client | 1.12.5 |
| google-apitools | 0.5.31 |
| google-auth | 1.23.0 |
| google-auth-httplib2 | 0.0.4 |
| google-auth-oauthlib | 0.4.2 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-build | 2.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.0.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.1.0 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| joblib | 0.17.0 |
| Keras-Preprocessing | 1.1.2 |
| libcst | 0.3.13 |
| 마크다운 | 3.3.3 |
| mmh3 | 2.5.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.6.0 |
| mypy-extensions | 0.4.3 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.18.4 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| packaging | 20.4 |
| pandas | 1.1.4 |
| pbr | 5.5.1 |
| Pillow | 7.2.0 |
| pip | 20.2.4 |
| pluggy | 0.13.1 |
| proto-plus | 1.11.0 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.11.11 |
| 요청 | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.6 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 50.3.2 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.4.0 |
| tensorboard-plugin-wit | 1.7.0 |
| tensorflow | 2.3.0 |
| tensorflow-estimator | 2.3.0 |
| termcolor | 1.1.0 |
| tqdm | 4.51.0 |
| typing-extensions | 3.7.4.2 |
| typing-inspect | 0.6.0 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.11 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| wheel | 0.35.1 |
| wrapt | 1.12.1 |
버전
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
Python 3.6.12
| 패키지 | 버전 |
|---|---|
| absl-py | 0.11.0 |
| astunparse | 1.6.3 |
| atomicwrites | 1.4.0 |
| attrs | 20.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.11.8 |
| cffi | 1.14.3 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dataclasses | 0.7 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.24.2 |
| fasteners | 0.15 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.3.3 |
| google-api-core | 1.23.0 |
| google-api-python-client | 1.12.5 |
| google-apitools | 0.5.31 |
| google-auth | 1.23.0 |
| google-auth-httplib2 | 0.0.4 |
| google-auth-oauthlib | 0.4.2 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-build | 2.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.0.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.1.0 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 2.0.0 |
| joblib | 0.17.0 |
| Keras-Preprocessing | 1.1.2 |
| libcst | 0.3.13 |
| 마크다운 | 3.3.3 |
| mmh3 | 2.5.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.6.0 |
| mypy-extensions | 0.4.3 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.18.4 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| packaging | 20.4 |
| pandas | 1.1.4 |
| pbr | 5.5.1 |
| Pillow | 7.2.0 |
| pip | 20.2.4 |
| pluggy | 0.13.1 |
| proto-plus | 1.11.0 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.11.11 |
| 요청 | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.6 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 50.3.2 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.4.0 |
| tensorboard-plugin-wit | 1.7.0 |
| tensorflow | 2.3.0 |
| tensorflow-estimator | 2.3.0 |
| termcolor | 1.1.0 |
| tqdm | 4.51.0 |
| typing-extensions | 3.7.4.2 |
| typing-inspect | 0.6.0 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.11 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| wheel | 0.35.1 |
| wrapt | 1.12.1 |
| zipp | 3.4.0 |
Python 3.7.9
| 패키지 | 버전 |
|---|---|
| absl-py | 0.11.0 |
| astunparse | 1.6.3 |
| atomicwrites | 1.4.0 |
| attrs | 20.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.11.8 |
| cffi | 1.14.3 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.24.2 |
| fasteners | 0.15 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.3.3 |
| google-api-core | 1.23.0 |
| google-api-python-client | 1.12.5 |
| google-apitools | 0.5.31 |
| google-auth | 1.23.0 |
| google-auth-httplib2 | 0.0.4 |
| google-auth-oauthlib | 0.4.2 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-build | 2.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.0.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.1.0 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 2.0.0 |
| joblib | 0.17.0 |
| Keras-Preprocessing | 1.1.2 |
| libcst | 0.3.13 |
| 마크다운 | 3.3.3 |
| mmh3 | 2.5.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.6.0 |
| mypy-extensions | 0.4.3 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.18.4 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| packaging | 20.4 |
| pandas | 1.1.4 |
| pbr | 5.5.1 |
| Pillow | 7.2.0 |
| pip | 20.2.4 |
| pluggy | 0.13.1 |
| proto-plus | 1.11.0 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.11.11 |
| 요청 | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.6 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 50.3.2 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.4.0 |
| tensorboard-plugin-wit | 1.7.0 |
| tensorflow | 2.3.0 |
| tensorflow-estimator | 2.3.0 |
| termcolor | 1.1.0 |
| tqdm | 4.51.0 |
| typing-extensions | 3.7.4.2 |
| typing-inspect | 0.6.0 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.11 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| wheel | 0.35.1 |
| wrapt | 1.12.1 |
| zipp | 3.4.0 |
Python 3.8.6
| 패키지 | 버전 |
|---|---|
| absl-py | 0.11.0 |
| astunparse | 1.6.3 |
| atomicwrites | 1.4.0 |
| attrs | 20.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.11.8 |
| cffi | 1.14.3 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.24.2 |
| fasteners | 0.15 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.3.3 |
| google-api-core | 1.23.0 |
| google-api-python-client | 1.12.5 |
| google-apitools | 0.5.31 |
| google-auth | 1.23.0 |
| google-auth-httplib2 | 0.0.4 |
| google-auth-oauthlib | 0.4.2 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-build | 2.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.0.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.1.0 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| joblib | 0.17.0 |
| Keras-Preprocessing | 1.1.2 |
| libcst | 0.3.13 |
| 마크다운 | 3.3.3 |
| mmh3 | 2.5.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.6.0 |
| mypy-extensions | 0.4.3 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.18.4 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| packaging | 20.4 |
| pandas | 1.1.4 |
| pbr | 5.5.1 |
| Pillow | 7.2.0 |
| pip | 20.2.4 |
| pluggy | 0.13.1 |
| proto-plus | 1.11.0 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.11.11 |
| 요청 | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.6 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 50.3.2 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.4.0 |
| tensorboard-plugin-wit | 1.7.0 |
| tensorflow | 2.3.0 |
| tensorflow-estimator | 2.3.0 |
| termcolor | 1.1.0 |
| tqdm | 4.51.0 |
| typing-extensions | 3.7.4.2 |
| typing-inspect | 0.6.0 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.11 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| wheel | 0.35.1 |
| wrapt | 1.12.1 |
버전 2.25.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
Python 3.6.12
| 패키지 | 버전 |
|---|---|
| absl-py | 0.10.0 |
| astunparse | 1.6.3 |
| atomicwrites | 1.4.0 |
| attrs | 20.2.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.6.20 |
| cffi | 1.14.3 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dataclasses | 0.7 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.24.2 |
| fasteners | 0.15 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.3.3 |
| google-api-core | 1.22.4 |
| google-api-python-client | 1.12.3 |
| google-apitools | 0.5.31 |
| google-auth | 1.22.1 |
| google-auth-httplib2 | 0.0.4 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-build | 2.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.0.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.1.0 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 2.0.0 |
| joblib | 0.17.0 |
| Keras-Preprocessing | 1.1.2 |
| libcst | 0.3.12 |
| 마크다운 | 3.2.2 |
| mmh3 | 2.5.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.5.0 |
| mypy-extensions | 0.4.3 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.18.4 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| packaging | 20.4 |
| pandas | 0.25.3 |
| pbr | 5.5.0 |
| Pillow | 7.2.0 |
| pip | 20.2.3 |
| pluggy | 0.13.1 |
| proto-plus | 1.10.0 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.9.27 |
| 요청 | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.6 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 50.3.0 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.3.0 |
| tensorboard-plugin-wit | 1.7.0 |
| tensorflow | 2.3.0 |
| tensorflow-estimator | 2.3.0 |
| termcolor | 1.1.0 |
| tqdm | 4.50.0 |
| typing-extensions | 3.7.4.2 |
| typing-inspect | 0.6.0 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.10 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| wheel | 0.35.1 |
| wrapt | 1.12.1 |
| zipp | 3.3.0 |
Python 3.7.9
| 패키지 | 버전 |
|---|---|
| absl-py | 0.10.0 |
| astunparse | 1.6.3 |
| atomicwrites | 1.4.0 |
| attrs | 20.2.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.6.20 |
| cffi | 1.14.3 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.24.2 |
| fasteners | 0.15 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.3.3 |
| google-api-core | 1.22.4 |
| google-api-python-client | 1.12.3 |
| google-apitools | 0.5.31 |
| google-auth | 1.22.1 |
| google-auth-httplib2 | 0.0.4 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-build | 2.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.0.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.1.0 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 2.0.0 |
| joblib | 0.17.0 |
| Keras-Preprocessing | 1.1.2 |
| libcst | 0.3.12 |
| 마크다운 | 3.2.2 |
| mmh3 | 2.5.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.5.0 |
| mypy-extensions | 0.4.3 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.18.4 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| packaging | 20.4 |
| pandas | 0.25.3 |
| pbr | 5.5.0 |
| Pillow | 7.2.0 |
| pip | 20.2.3 |
| pluggy | 0.13.1 |
| proto-plus | 1.10.0 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.9.27 |
| 요청 | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.6 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 50.3.0 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.3.0 |
| tensorboard-plugin-wit | 1.7.0 |
| tensorflow | 2.3.0 |
| tensorflow-estimator | 2.3.0 |
| termcolor | 1.1.0 |
| tqdm | 4.50.0 |
| typing-extensions | 3.7.4.2 |
| typing-inspect | 0.6.0 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.10 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| wheel | 0.35.1 |
| wrapt | 1.12.1 |
| zipp | 3.3.0 |
Python 3.8.6
| 패키지 | 버전 |
|---|---|
| absl-py | 0.10.0 |
| astunparse | 1.6.3 |
| atomicwrites | 1.4.0 |
| attrs | 20.2.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.6.20 |
| cffi | 1.14.3 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.24.2 |
| fasteners | 0.15 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.3.3 |
| google-api-core | 1.22.4 |
| google-api-python-client | 1.12.3 |
| google-apitools | 0.5.31 |
| google-auth | 1.22.1 |
| google-auth-httplib2 | 0.0.4 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-build | 2.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.0.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.1.0 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| joblib | 0.17.0 |
| Keras-Preprocessing | 1.1.2 |
| libcst | 0.3.12 |
| 마크다운 | 3.2.2 |
| mmh3 | 2.5.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.5.0 |
| mypy-extensions | 0.4.3 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.18.4 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| packaging | 20.4 |
| pandas | 0.25.3 |
| pbr | 5.5.0 |
| Pillow | 7.2.0 |
| pip | 20.2.3 |
| pluggy | 0.13.1 |
| proto-plus | 1.10.0 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.9.27 |
| 요청 | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.6 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 50.3.0 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.3.0 |
| tensorboard-plugin-wit | 1.7.0 |
| tensorflow | 2.3.0 |
| tensorflow-estimator | 2.3.0 |
| termcolor | 1.1.0 |
| tqdm | 4.50.0 |
| typing-extensions | 3.7.4.2 |
| typing-inspect | 0.6.0 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.10 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| wheel | 0.35.1 |
| wrapt | 1.12.1 |
버전 2.24.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
Python 2.7.18
| 패키지 | 버전 |
|---|---|
| absl-py | 0.10.0 |
| astor | 0.8.1 |
| atomicwrites | 1.4.0 |
| attrs | 20.1.0 |
| avro | 1.8.2 |
| backports.functools-lru-cache | 1.6.1 |
| backports.weakref | 1.0.post1 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.6.20 |
| chardet | 3.0.4 |
| configparser | 4.0.2 |
| contextlib2 | 0.6.0.post1 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| enum34 | 1.1.10 |
| fastavro | 0.23.5 |
| fasteners | 0.15 |
| freezegun | 0.3.15 |
| funcsigs | 1.0.2 |
| functools32 | 3.2.3.post2 |
| future | 0.18.2 |
| futures | 3.3.0 |
| gast | 0.2.2 |
| google-api-core | 1.22.2 |
| google-api-python-client | 1.11.0 |
| google-apitools | 0.5.31 |
| google-auth | 1.21.1 |
| google-auth-httplib2 | 0.0.4 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 1.9 |
| google-resumable-media | 1.0.0 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy | 0.1.11 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 1.7.0 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.2 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 5.0.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.16.5 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 2.3.2 |
| packaging | 20.4 |
| pandas | 0.24.2 |
| pathlib2 | 2.3.5 |
| pbr | 5.5.0 |
| Pillow | 6.2.2 |
| pip | 20.2.2 |
| pluggy | 0.13.1 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.16.0 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyVCF | 0.6.8 |
| PyYAML | 5.3.1 |
| requests | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scandir | 1.10.0 |
| scikit-learn | 0.20.4 |
| scipy | 1.2.2 |
| setuptools | 44.1.0 |
| singledispatch | 3.4.0.3 |
| six | 1.15.0 |
| soupsieve | 1.9.6 |
| tensorboard | 2.1.0 |
| tensorflow | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing | 3.7.4.1 |
| typing-extensions | 3.7.4.2 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.10 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 1.2.0 |
Python 3.5.9
| 패키지 | 버전 |
|---|---|
| absl-py | 0.10.0 |
| astor | 0.8.1 |
| atomicwrites | 1.4.0 |
| attrs | 20.1.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.6.20 |
| cffi | 1.14.2 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.23.5 |
| fasteners | 0.15 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.2.2 |
| google-api-core | 1.22.2 |
| google-apitools | 0.5.31 |
| google-auth | 1.21.1 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.0.0 |
| google-pasta | 0.2.0 |
| google-resumable-media | 1.0.0 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 1.7.0 |
| joblib | 0.14.1 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.2.2 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.5.0 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.18.4 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| packaging | 20.4 |
| pandas | 0.25.3 |
| pathlib2 | 2.3.5 |
| pbr | 5.5.0 |
| Pillow | 7.2.0 |
| pip | 20.2.2 |
| pluggy | 0.13.1 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.7.14 |
| requests | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.6 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 49.3.1 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.1.1 |
| tensorflow | 2.1.1 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| tqdm | 4.48.2 |
| typing-extensions | 3.7.4.2 |
| urllib3 | 1.25.10 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 1.2.0 |
Python 3.6.12
| 패키지 | 버전 |
|---|---|
| absl-py | 0.10.0 |
| astor | 0.8.1 |
| atomicwrites | 1.4.0 |
| attrs | 20.1.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.6.20 |
| cffi | 1.14.2 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.23.5 |
| fasteners | 0.15 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.2.2 |
| google-api-core | 1.22.2 |
| google-api-python-client | 1.11.0 |
| google-apitools | 0.5.31 |
| google-auth | 1.21.1 |
| google-auth-httplib2 | 0.0.4 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.0.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.0.0 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 1.7.0 |
| joblib | 0.16.0 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.2.2 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.5.0 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.18.4 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| packaging | 20.4 |
| pandas | 0.25.3 |
| pbr | 5.5.0 |
| Pillow | 7.2.0 |
| pip | 20.2.2 |
| pluggy | 0.13.1 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.7.14 |
| requests | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.6 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 49.6.0 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.1.1 |
| tensorflow | 2.1.1 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| tqdm | 4.48.2 |
| typing-extensions | 3.7.4.2 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.10 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| wheel | 0.35.1 |
| wrapt | 1.12.1 |
| zipp | 3.1.0 |
Python 3.7.9
| 패키지 | 버전 |
|---|---|
| absl-py | 0.10.0 |
| astor | 0.8.1 |
| atomicwrites | 1.4.0 |
| attrs | 20.1.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.6.20 |
| cffi | 1.14.2 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.23.5 |
| fasteners | 0.15 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| gast | 0.2.2 |
| google-api-core | 1.22.2 |
| google-api-python-client | 1.11.0 |
| google-apitools | 0.5.31 |
| google-auth | 1.21.1 |
| google-auth-httplib2 | 0.0.4 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.0.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.0.0 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 1.7.0 |
| joblib | 0.16.0 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.2.2 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.5.0 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.18.4 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.3.0 |
| packaging | 20.4 |
| pandas | 0.25.3 |
| pbr | 5.5.0 |
| Pillow | 7.2.0 |
| pip | 20.2.2 |
| pluggy | 0.13.1 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.7.14 |
| requests | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.6 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 49.6.0 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.1.1 |
| tensorflow | 2.1.1 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| tqdm | 4.48.2 |
| typing-extensions | 3.7.4.2 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.10 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| wheel | 0.35.1 |
| wrapt | 1.12.1 |
| zipp | 3.1.0 |
Python 3.8.5
| 패키지 | 버전 |
|---|---|
| atomicwrites | 1.4.0 |
| attrs | 20.1.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.6.20 |
| cffi | 1.14.2 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.21 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.23.5 |
| fasteners | 0.15 |
| freezegun | 0.3.15 |
| future | 0.18.2 |
| google-api-core | 1.22.2 |
| google-api-python-client | 1.11.0 |
| google-apitools | 0.5.31 |
| google-auth | 1.21.1 |
| google-auth-httplib2 | 0.0.4 |
| google-cloud-bigquery | 1.26.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-crc32c | 1.0.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 1.0.0 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.10 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| joblib | 0.16.0 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.5.0 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.18.4 |
| oauth2client | 3.0.0 |
| packaging | 20.4 |
| pandas | 0.25.3 |
| pbr | 5.5.0 |
| Pillow | 7.2.0 |
| pip | 20.2.2 |
| pluggy | 0.13.1 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pycparser | 2.20 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.7.14 |
| requests | 2.24.0 |
| rsa | 4.6 |
| scikit-learn | 0.22.1 |
| scipy | 1.4.1 |
| setuptools | 49.3.1 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tqdm | 4.48.2 |
| typing-extensions | 3.7.4.2 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.10 |
| wcwidth | 0.2.5 |
| wheel | 0.34.2 |
버전 2.23.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
Python 2.7.18
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.4.0 |
| attrs | 19.3.0 |
| avro | 1.8.2 |
| backports.functools-lru-cache | 1.6.1 |
| backports.weakref | 1.0.post1 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.6.20 |
| chardet | 3.0.4 |
| configparser | 4.0.2 |
| contextlib2 | 0.6.0.post1 |
| crcmod | 1.7 |
| Cython | 0.29.20 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| enum34 | 1.1.10 |
| fastavro | 0.23.5 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| funcsigs | 1.0.2 |
| functools32 | 3.2.3.post2 |
| future | 0.18.2 |
| futures | 3.3.0 |
| gast | 0.2.2 |
| google-api-core | 1.21.0 |
| google-api-python-client | 1.9.3 |
| google-apitools | 0.5.31 |
| google-auth | 1.18.0 |
| google-auth-httplib2 | 0.0.3 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.24.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 1.9 |
| google-resumable-media | 0.5.1 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy | 0.1.11 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 1.7.0 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.2 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 5.0.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.16.5 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 2.3.2 |
| packaging | 20.4 |
| pandas | 0.24.2 |
| pathlib2 | 2.3.5 |
| pbr | 5.4.5 |
| Pillow | 6.2.2 |
| pip | 20.1.1 |
| pluggy | 0.13.1 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.16.0 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyVCF | 0.6.8 |
| PyYAML | 5.3.1 |
| requests | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scandir | 1.10.0 |
| scikit-learn | 0.20.4 |
| scipy | 1.2.2 |
| setuptools | 44.1.0 |
| singledispatch | 3.4.0.3 |
| six | 1.15.0 |
| soupsieve | 1.9.6 |
| tensorboard | 2.1.0 |
| tensorflow | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing | 3.7.4.1 |
| typing-extensions | 3.7.4.2 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.9 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 1.2.0 |
Python 3.5.9
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.4.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.6.20 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.20 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.23.5 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| future | 0.18.2 |
| gast | 0.2.2 |
| google-api-core | 1.21.0 |
| google-apitools | 0.5.31 |
| google-auth | 1.18.0 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.24.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-pasta | 0.2.0 |
| google-resumable-media | 0.5.1 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.9 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 1.7.0 |
| joblib | 0.14.1 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.2.2 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.4.0 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.18.4 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.2.1 |
| packaging | 20.4 |
| pandas | 0.25.2 |
| pathlib2 | 2.3.5 |
| pbr | 5.4.5 |
| Pillow | 7.1.2 |
| pip | 20.1.1 |
| pluggy | 0.13.1 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.6.8 |
| requests | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.6 |
| scikit-learn | 0.21.3 |
| scipy | 1.4.1 |
| setuptools | 47.1.1 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.1.1 |
| tensorflow | 2.1.1 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| tqdm | 4.47.0 |
| typing-extensions | 3.7.4.2 |
| urllib3 | 1.25.9 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 1.2.0 |
Python 3.6.10
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.4.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.6.20 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.20 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.23.5 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| future | 0.18.2 |
| gast | 0.2.2 |
| google-api-core | 1.21.0 |
| google-api-python-client | 1.9.3 |
| google-apitools | 0.5.31 |
| google-auth | 1.18.0 |
| google-auth-httplib2 | 0.0.3 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.24.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 0.5.1 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.9 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 1.7.0 |
| joblib | 0.15.1 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.2.2 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.4.0 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.18.4 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.2.1 |
| packaging | 20.4 |
| pandas | 0.25.2 |
| pbr | 5.4.5 |
| Pillow | 7.1.2 |
| pip | 20.1.1 |
| pluggy | 0.13.1 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.6.8 |
| requests | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.6 |
| scikit-learn | 0.21.3 |
| scipy | 1.4.1 |
| setuptools | 47.1.1 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.1.1 |
| tensorflow | 2.1.1 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| tqdm | 4.47.0 |
| typing-extensions | 3.7.4.2 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.9 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 3.1.0 |
Python 3.7.7
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.4.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.6.20 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.20 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.23.5 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| future | 0.18.2 |
| gast | 0.2.2 |
| google-api-core | 1.21.0 |
| google-api-python-client | 1.9.3 |
| google-apitools | 0.5.31 |
| google-auth | 1.18.0 |
| google-auth-httplib2 | 0.0.3 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.24.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 0.5.1 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.9 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| importlib-metadata | 1.7.0 |
| joblib | 0.15.1 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.2.2 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.4.0 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.18.4 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.2.1 |
| packaging | 20.4 |
| pandas | 0.25.2 |
| pbr | 5.4.5 |
| Pillow | 7.1.2 |
| pip | 20.1.1 |
| pluggy | 0.13.1 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.6.8 |
| requests | 2.24.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.6 |
| scikit-learn | 0.21.3 |
| scipy | 1.4.1 |
| setuptools | 47.1.1 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.1.1 |
| tensorflow | 2.1.1 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| tqdm | 4.47.0 |
| typing-extensions | 3.7.4.2 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.9 |
| wcwidth | 0.2.5 |
| Werkzeug | 1.0.1 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 3.1.0 |
Python 3.8.3
| 패키지 | 버전 |
|---|---|
| atomicwrites | 1.4.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.9.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.6.20 |
| chardet | 3.0.4 |
| click | 7.1.2 |
| crcmod | 1.7 |
| Cython | 0.29.20 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.23.5 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| future | 0.18.2 |
| google-api-core | 1.21.0 |
| google-api-python-client | 1.9.3 |
| google-apitools | 0.5.31 |
| google-auth | 1.18.0 |
| google-auth-httplib2 | 0.0.3 |
| google-cloud-bigquery | 1.24.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-python-cloud-debugger | 2.15 |
| google-resumable-media | 0.5.1 |
| googleapis-common-protos | 1.52.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.30.0 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.9 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.10 |
| joblib | 0.15.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.4.0 |
| nltk | 3.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.18.4 |
| oauth2client | 3.0.0 |
| packaging | 20.4 |
| pandas | 0.25.2 |
| pbr | 5.4.5 |
| Pillow | 7.1.2 |
| pip | 20.1.1 |
| pluggy | 0.13.1 |
| protobuf | 3.12.2 |
| protorpc | 0.12.0 |
| py | 1.9.0 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.10.1 |
| pyparsing | 2.4.7 |
| pytest | 4.6.11 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2020.1 |
| PyYAML | 5.3.1 |
| regex | 2020.6.8 |
| requests | 2.24.0 |
| rsa | 4.6 |
| scikit-learn | 0.21.3 |
| scipy | 1.4.1 |
| setuptools | 47.1.1 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tqdm | 4.47.0 |
| typing-extensions | 3.7.4.2 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.9 |
| wcwidth | 0.2.5 |
| wheel | 0.34.2 |
버전 2.22.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
Python 2.7.18
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.4.0 |
| attrs | 19.3.0 |
| avro | 1.8.2 |
| backports.functools-lru-cache | 1.6.1 |
| backports.weakref | 1.0.post1 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.4.5.1 |
| chardet | 3.0.4 |
| configparser | 4.0.2 |
| contextlib2 | 0.6.0.post1 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| enum34 | 1.1.10 |
| fastavro | 0.23.2 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| funcsigs | 1.0.2 |
| functools32 | 3.2.3.post2 |
| future | 0.18.2 |
| futures | 3.3.0 |
| gast | 0.2.2 |
| google-api-core | 1.17.0 |
| google-api-python-client | 1.8.4 |
| google-apitools | 0.5.31 |
| google-auth | 1.16.0 |
| google-auth-httplib2 | 0.0.3 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.24.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 1.9 |
| google-resumable-media | 0.5.0 |
| googleapis-common-protos | 1.51.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| grpcio-gcp | 0.2.2 |
| guppy | 0.1.11 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.9 |
| importlib-metadata | 1.6.0 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.2 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 5.0.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.16.5 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 2.3.2 |
| packaging | 20.4 |
| pandas | 0.24.2 |
| pathlib2 | 2.3.5 |
| pbr | 5.4.5 |
| Pillow | 6.2.2 |
| pip | 20.1.1 |
| pluggy | 0.13.1 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.1 |
| pyarrow | 0.16.0 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.7 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyVCF | 0.6.8 |
| PyYAML | 3.13 |
| requests | 2.23.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scandir | 1.10.0 |
| scikit-learn | 0.20.4 |
| scipy | 1.2.2 |
| setuptools | 44.1.0 |
| singledispatch | 3.4.0.3 |
| six | 1.15.0 |
| soupsieve | 1.9.6 |
| tensorboard | 2.1.0 |
| tensorflow | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing | 3.7.4.1 |
| typing-extensions | 3.7.4.1 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.9 |
| wcwidth | 0.2.2 |
| Werkzeug | 1.0.1 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 1.2.0 |
Python 3.5.9
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.4.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.4.5.1 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.23.2 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| future | 0.18.2 |
| gast | 0.2.2 |
| google-api-core | 1.17.0 |
| google-apitools | 0.5.31 |
| google-auth | 1.16.0 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.24.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-pasta | 0.2.0 |
| google-resumable-media | 0.5.0 |
| googleapis-common-protos | 1.51.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.9 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.9 |
| importlib-metadata | 1.6.0 |
| joblib | 0.14.1 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.2 |
| Markdown | 3.2.2 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.3.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.2.1 |
| packaging | 20.4 |
| pandas | 0.25.2 |
| pathlib2 | 2.3.5 |
| pbr | 5.4.5 |
| Pillow | 7.1.2 |
| pip | 20.1.1 |
| pluggy | 0.13.1 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.1 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.7 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.23.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.4.1 |
| setuptools | 46.4.0 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.1.1 |
| tensorflow | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing-extensions | 3.7.4.1 |
| urllib3 | 1.25.9 |
| wcwidth | 0.2.2 |
| Werkzeug | 1.0.1 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 1.2.0 |
Python 3.6.10
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.4.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.4.5.1 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.23.2 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| future | 0.18.2 |
| gast | 0.2.2 |
| google-api-core | 1.17.0 |
| google-apitools | 0.5.31 |
| google-auth | 1.16.0 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.24.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-pasta | 0.2.0 |
| google-resumable-media | 0.5.0 |
| googleapis-common-protos | 1.51.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.9 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.9 |
| importlib-metadata | 1.6.0 |
| joblib | 0.15.1 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.2 |
| Markdown | 3.2.2 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.3.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.2.1 |
| packaging | 20.4 |
| pandas | 0.25.2 |
| pbr | 5.4.5 |
| Pillow | 7.1.2 |
| pip | 20.1.1 |
| pluggy | 0.13.1 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.1 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.7 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.23.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.4.1 |
| setuptools | 46.4.0 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.1.1 |
| tensorflow | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing-extensions | 3.7.4.1 |
| urllib3 | 1.25.9 |
| wcwidth | 0.2.2 |
| Werkzeug | 1.0.1 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 3.1.0 |
Python 3.7.7
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.4.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.4.5.1 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.23.2 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| future | 0.18.2 |
| gast | 0.2.2 |
| google-api-core | 1.17.0 |
| google-apitools | 0.5.31 |
| google-auth | 1.16.0 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.24.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-pasta | 0.2.0 |
| google-resumable-media | 0.5.0 |
| googleapis-common-protos | 1.51.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.9 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.17.3 |
| idna | 2.9 |
| importlib-metadata | 1.6.0 |
| joblib | 0.15.1 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.2 |
| Markdown | 3.2.2 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.3.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.2.1 |
| packaging | 20.4 |
| pandas | 0.25.2 |
| pbr | 5.4.5 |
| Pillow | 7.1.2 |
| pip | 20.1.1 |
| pluggy | 0.13.1 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.1 |
| pyarrow | 0.17.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.7 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.23.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.4.1 |
| setuptools | 46.4.0 |
| six | 1.15.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.1.1 |
| tensorflow | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing-extensions | 3.7.4.1 |
| urllib3 | 1.25.9 |
| wcwidth | 0.2.2 |
| Werkzeug | 1.0.1 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 3.1.0 |
버전 2.21.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
Python 2.7.18
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.4.0 |
| attrs | 19.3.0 |
| avro | 1.8.2 |
| backports.functools-lru-cache | 1.6.1 |
| backports.weakref | 1.0.post1 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.4.5.1 |
| chardet | 3.0.4 |
| configparser | 4.0.2 |
| contextlib2 | 0.6.0.post1 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| enum34 | 1.1.10 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| funcsigs | 1.0.2 |
| functools32 | 3.2.3.post2 |
| future | 0.18.2 |
| futures | 3.3.0 |
| gast | 0.2.2 |
| google-api-core | 1.17.0 |
| google-api-python-client | 1.8.3 |
| google-apitools | 0.5.28 |
| google-auth | 1.15.0 |
| google-auth-httplib2 | 0.0.3 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.24.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 1.9 |
| google-resumable-media | 0.5.0 |
| googleapis-common-protos | 1.51.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| grpcio-gcp | 0.2.2 |
| guppy | 0.1.11 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.9 |
| importlib-metadata | 1.6.0 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.2 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 5.0.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.16.5 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 2.3.2 |
| packaging | 20.4 |
| pandas | 0.24.2 |
| pathlib2 | 2.3.5 |
| pbr | 5.4.5 |
| Pillow | 6.2.2 |
| pip | 20.1.1 |
| pluggy | 0.13.1 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.1 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.7 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyVCF | 0.6.8 |
| PyYAML | 3.13 |
| requests | 2.23.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scandir | 1.10.0 |
| scikit-learn | 0.20.4 |
| scipy | 1.2.2 |
| setuptools | 44.1.0 |
| singledispatch | 3.4.0.3 |
| six | 1.14.0 |
| soupsieve | 1.9.6 |
| tensorboard | 2.1.0 |
| tensorflow | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing | 3.7.4.1 |
| typing-extensions | 3.7.4.1 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.9 |
| wcwidth | 0.1.9 |
| Werkzeug | 1.0.1 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 1.2.0 |
Python 3.5.9
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.4.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.4.5.1 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| future | 0.18.2 |
| gast | 0.2.2 |
| google-api-core | 1.17.0 |
| google-apitools | 0.5.28 |
| google-auth | 1.15.0 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.24.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-pasta | 0.2.0 |
| google-resumable-media | 0.5.0 |
| googleapis-common-protos | 1.51.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.9 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.9 |
| importlib-metadata | 1.6.0 |
| joblib | 0.14.1 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.2 |
| Markdown | 3.2.2 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.3.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.2.1 |
| packaging | 20.4 |
| pandas | 0.25.2 |
| pathlib2 | 2.3.5 |
| pbr | 5.4.5 |
| Pillow | 7.1.2 |
| pip | 20.1.1 |
| pluggy | 0.13.1 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.1 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.7 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.23.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.4.1 |
| setuptools | 46.3.1 |
| six | 1.14.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.1.1 |
| tensorflow | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing-extensions | 3.7.4.1 |
| urllib3 | 1.25.9 |
| wcwidth | 0.1.9 |
| Werkzeug | 1.0.1 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 1.2.0 |
Python 3.6.10
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.4.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.4.5.1 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| future | 0.18.2 |
| gast | 0.2.2 |
| google-api-core | 1.17.0 |
| google-apitools | 0.5.28 |
| google-auth | 1.15.0 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.24.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-pasta | 0.2.0 |
| google-resumable-media | 0.5.0 |
| googleapis-common-protos | 1.51.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.9 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.9 |
| importlib-metadata | 1.6.0 |
| joblib | 0.15.1 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.2 |
| Markdown | 3.2.2 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.3.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.2.1 |
| packaging | 20.4 |
| pandas | 0.25.2 |
| pbr | 5.4.5 |
| Pillow | 7.1.2 |
| pip | 20.1.1 |
| pluggy | 0.13.1 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.1 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.7 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.23.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.4.1 |
| setuptools | 46.3.1 |
| six | 1.14.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.1.1 |
| tensorflow | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing-extensions | 3.7.4.1 |
| urllib3 | 1.25.9 |
| wcwidth | 0.1.9 |
| Werkzeug | 1.0.1 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 3.1.0 |
Python 3.7.7
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.4.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2020.4.5.1 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| future | 0.18.2 |
| gast | 0.2.2 |
| google-api-core | 1.17.0 |
| google-apitools | 0.5.28 |
| google-auth | 1.15.0 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.24.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-pasta | 0.2.0 |
| google-resumable-media | 0.5.0 |
| googleapis-common-protos | 1.51.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.9 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.9 |
| importlib-metadata | 1.6.0 |
| joblib | 0.15.1 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.2 |
| Markdown | 3.2.2 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.3.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.2.1 |
| packaging | 20.4 |
| pandas | 0.25.2 |
| pbr | 5.4.5 |
| Pillow | 7.1.2 |
| pip | 20.1.1 |
| pluggy | 0.13.1 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.1 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.7 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.23.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.4.1 |
| setuptools | 46.3.1 |
| six | 1.14.0 |
| soupsieve | 2.0.1 |
| tensorboard | 2.1.1 |
| tensorflow | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing-extensions | 3.7.4.1 |
| urllib3 | 1.25.9 |
| wcwidth | 0.1.9 |
| Werkzeug | 1.0.1 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 3.1.0 |
버전 2.20.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
Python 2.7.17
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.3.0 |
| attrs | 19.3.0 |
| avro | 1.8.2 |
| backports.functools-lru-cache | 1.6.1 |
| backports.weakref | 1.0.post1 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019년 11월 28일 |
| chardet | 3.0.4 |
| configparser | 4.0.2 |
| contextlib2 | 0.6.0.post1 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| enum34 | 1.1.10 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| funcsigs | 1.0.2 |
| functools32 | 3.2.3.post2 |
| future | 0.17.1 |
| futures | 3.3.0 |
| gast | 0.2.2 |
| google-api-core | 1.16.0 |
| google-api-python-client | 1.8.0 |
| google-apitools | 0.5.28 |
| google-auth | 1.11.3 |
| google-auth-httplib2 | 0.0.3 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.24.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-pasta | 0.2.0 |
| google-python-cloud-debugger | 1.9 |
| google-resumable-media | 0.5.0 |
| googleapis-common-protos | 1.51.0 |
| googledatastore | 7.0.2 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| grpcio-gcp | 0.2.2 |
| guppy | 0.1.11 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.9 |
| importlib-metadata | 1.5.0 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 5.0.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.16.5 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 2.3.2 |
| packaging | 20.3 |
| pandas | 0.24.2 |
| pathlib2 | 2.3.5 |
| pbr | 5.4.4 |
| Pillow | 6.2.1 |
| pip | 20.0.2 |
| pluggy | 0.13.1 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.1 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.6 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyVCF | 0.6.8 |
| PyYAML | 3.13 |
| requests | 2.23.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scandir | 1.10.0 |
| scikit-learn | 0.20.4 |
| scipy | 1.2.2 |
| setuptools | 44.0.0 |
| singledispatch | 3.4.0.3 |
| six | 1.14.0 |
| soupsieve | 1.9.5 |
| tensorboard | 2.1.0 |
| tensorflow | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing | 3.7.4.1 |
| typing-extensions | 3.7.4.1 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.8 |
| wcwidth | 0.1.8 |
| Werkzeug | 1.0.0 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 1.2.0 |
Python 3.5.9
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.3.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019년 11월 28일 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.16.0 |
| google-apitools | 0.5.28 |
| google-auth | 1.11.3 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.24.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-pasta | 0.2.0 |
| google-resumable-media | 0.5.0 |
| googleapis-common-protos | 1.51.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.9 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.9 |
| importlib-metadata | 1.5.0 |
| joblib | 0.14.1 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.2.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.2.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.2.0 |
| packaging | 20.3 |
| pandas | 0.25.2 |
| pathlib2 | 2.3.5 |
| pbr | 5.4.4 |
| Pillow | 6.2.1 |
| pip | 20.0.2 |
| pluggy | 0.13.1 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.1 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.6 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.23.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.4.1 |
| setuptools | 45.2.0 |
| six | 1.14.0 |
| soupsieve | 2.0 |
| tensorboard | 2.1.1 |
| tensorflow | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing-extensions | 3.7.4.1 |
| urllib3 | 1.25.8 |
| wcwidth | 0.1.8 |
| Werkzeug | 1.0.0 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 1.2.0 |
Python 3.6.10
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.3.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019년 11월 28일 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.16.0 |
| google-apitools | 0.5.28 |
| google-auth | 1.11.3 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.24.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-pasta | 0.2.0 |
| google-resumable-media | 0.5.0 |
| googleapis-common-protos | 1.51.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.9 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.9 |
| importlib-metadata | 1.5.0 |
| joblib | 0.14.1 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.2.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.2.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.2.0 |
| packaging | 20.3 |
| pandas | 0.25.2 |
| pbr | 5.4.4 |
| Pillow | 6.2.1 |
| pip | 20.0.2 |
| pluggy | 0.13.1 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.1 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.6 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.23.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.4.1 |
| setuptools | 45.2.0 |
| six | 1.14.0 |
| soupsieve | 2.0 |
| tensorboard | 2.1.1 |
| tensorflow | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing-extensions | 3.7.4.1 |
| urllib3 | 1.25.8 |
| wcwidth | 0.1.8 |
| Werkzeug | 1.0.0 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 3.1.0 |
Python 3.7.7
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.3.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019년 11월 28일 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.16.0 |
| google-apitools | 0.5.28 |
| google-auth | 1.11.3 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.24.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-dlp | 0.13.0 |
| google-cloud-language | 1.3.0 |
| google-cloud-pubsub | 1.0.2 |
| google-cloud-spanner | 1.13.0 |
| google-cloud-videointelligence | 1.13.0 |
| google-cloud-vision | 0.42.0 |
| google-pasta | 0.2.0 |
| google-resumable-media | 0.5.0 |
| googleapis-common-protos | 1.51.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| grpcio-gcp | 0.2.2 |
| guppy3 | 3.0.9 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.9 |
| importlib-metadata | 1.5.0 |
| joblib | 0.14.1 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.2.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.2.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.2.0 |
| packaging | 20.3 |
| pandas | 0.25.2 |
| pbr | 5.4.4 |
| Pillow | 6.2.1 |
| pip | 20.0.2 |
| pluggy | 0.13.1 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.1 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.6 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.23.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.4.1 |
| setuptools | 46.0.0 |
| six | 1.14.0 |
| soupsieve | 2.0 |
| tensorboard | 2.1.1 |
| tensorflow | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing-extensions | 3.7.4.1 |
| urllib3 | 1.25.8 |
| wcwidth | 0.1.8 |
| Werkzeug | 1.0.0 |
| wheel | 0.34.2 |
| wrapt | 1.12.1 |
| zipp | 3.1.0 |
버전 2.19.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
Python 2.7.13
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.3.0 |
| attrs | 19.3.0 |
| avro | 1.8.2 |
| backports.functools-lru-cache | 1.6.1 |
| backports.weakref | 1.0.post1 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019년 11월 28일 |
| chardet | 3.0.4 |
| configparser | 4.0.2 |
| contextlib2 | 0.6.0.post1 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| enum34 | 1.1.6 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| funcsigs | 1.0.2 |
| functools32 | 3.2.3.post2 |
| future | 0.17.1 |
| futures | 3.3.0 |
| gast | 0.2.2 |
| google-api-core | 1.16.0 |
| google-api-python-client | 1.7.11 |
| google-apitools | 0.5.28 |
| google-auth | 1.11.0 |
| google-auth-httplib2 | 0.0.3 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.17.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 1.0.2 |
| google-pasta | 0.1.8 |
| google-python-cloud-debugger | 1.9 |
| google-resumable-media | 0.4.1 |
| googleapis-common-protos | 1.51.0 |
| googledatastore | 7.0.2 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| guppy | 0.1.11 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| importlib-metadata | 1.5.0 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 5.0.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.16.5 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 2.3.2 |
| packaging | 20.1 |
| pandas | 0.24.2 |
| pathlib2 | 2.3.5 |
| pbr | 5.4.4 |
| Pillow | 6.2.1 |
| pip | 20.0.2 |
| pluggy | 0.13.1 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.1 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.6 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyVCF | 0.6.8 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scandir | 1.10.0 |
| scikit-learn | 0.20.4 |
| scipy | 1.2.2 |
| setuptools | 44.0.0 |
| singledispatch | 3.4.0.3 |
| six | 1.14.0 |
| soupsieve | 1.9.5 |
| tensorboard | 2.1.0 |
| tensorflow-cpu | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing | 3.7.4.1 |
| typing-extensions | 3.7.4.1 |
| uritemplate | 3.0.1 |
| urllib3 | 1.25.8 |
| wcwidth | 0.1.8 |
| Werkzeug | 0.16.1 |
| wheel | 0.34.2 |
| wrapt | 1.11.2 |
| zipp | 1.1.0 |
Python 3.5.9
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.3.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019년 11월 28일 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.16.0 |
| google-apitools | 0.5.28 |
| google-auth | 1.11.0 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.17.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 1.0.2 |
| google-pasta | 0.1.8 |
| google-resumable-media | 0.4.1 |
| googleapis-common-protos | 1.51.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| importlib-metadata | 1.5.0 |
| joblib | 0.14.1 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.2.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.1.0 |
| packaging | 20.1 |
| pandas | 0.25.2 |
| pathlib2 | 2.3.5 |
| pbr | 5.4.4 |
| Pillow | 6.2.1 |
| pip | 20.0.2 |
| pluggy | 0.13.1 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.1 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.6 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.4.1 |
| setuptools | 45.1.0 |
| six | 1.14.0 |
| soupsieve | 1.9.5 |
| tensorboard | 2.1.0 |
| tensorflow-cpu | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing | 3.7.4.1 |
| typing-extensions | 3.7.4.1 |
| urllib3 | 1.25.8 |
| wcwidth | 0.1.8 |
| Werkzeug | 0.16.1 |
| wheel | 0.34.2 |
| wrapt | 1.11.2 |
| zipp | 1.1.0 |
Python 3.6.10
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.3.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019년 11월 28일 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.16.0 |
| google-apitools | 0.5.28 |
| google-auth | 1.11.0 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.17.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 1.0.2 |
| google-pasta | 0.1.8 |
| google-resumable-media | 0.4.1 |
| googleapis-common-protos | 1.51.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| importlib-metadata | 1.5.0 |
| joblib | 0.14.1 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.2.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.1.0 |
| packaging | 20.1 |
| pandas | 0.25.2 |
| pbr | 5.4.4 |
| Pillow | 6.2.1 |
| pip | 20.0.2 |
| pluggy | 0.13.1 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.1 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.6 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.4.1 |
| setuptools | 45.1.0 |
| six | 1.14.0 |
| soupsieve | 1.9.5 |
| tensorboard | 2.1.0 |
| tensorflow-cpu | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing | 3.7.4.1 |
| typing-extensions | 3.7.4.1 |
| urllib3 | 1.25.8 |
| wcwidth | 0.1.8 |
| Werkzeug | 0.16.1 |
| wheel | 0.34.2 |
| wrapt | 1.11.2 |
| zipp | 2.1.0 |
Python 3.7.6
| 패키지 | 버전 |
|---|---|
| absl-py | 0.9.0 |
| astor | 0.8.1 |
| atomicwrites | 1.3.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019년 11월 28일 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| freezegun | 0.3.12 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.16.0 |
| google-apitools | 0.5.28 |
| google-auth | 1.11.0 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.17.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 1.0.2 |
| google-pasta | 0.1.8 |
| google-resumable-media | 0.4.1 |
| googleapis-common-protos | 1.51.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| importlib-metadata | 1.5.0 |
| joblib | 0.14.1 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.2.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.1.0 |
| packaging | 20.1 |
| pandas | 0.25.2 |
| pbr | 5.4.4 |
| Pillow | 6.2.1 |
| pip | 20.0.2 |
| pluggy | 0.13.1 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.1 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.8 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.6 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.4.1 |
| setuptools | 45.1.0 |
| six | 1.14.0 |
| soupsieve | 1.9.5 |
| tensorboard | 2.1.0 |
| tensorflow-cpu | 2.1.0 |
| tensorflow-estimator | 2.1.0 |
| termcolor | 1.1.0 |
| typing | 3.7.4.1 |
| typing-extensions | 3.7.4.1 |
| urllib3 | 1.25.8 |
| wcwidth | 0.1.8 |
| Werkzeug | 0.16.1 |
| wheel | 0.34.2 |
| wrapt | 1.11.2 |
| zipp | 2.1.0 |
버전 2.18.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
Python 2.7.13
| 패키지 | 버전 |
|---|---|
| absl-py | 0.8.1 |
| astor | 0.8.0 |
| atomicwrites | 1.3.0 |
| attrs | 19.3.0 |
| avro | 1.8.2 |
| backports.functools-lru-cache | 1.6.1 |
| backports.weakref | 1.0.post1 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019년 11월 28일 |
| chardet | 3.0.4 |
| configparser | 4.0.2 |
| contextlib2 | 0.6.0.post1 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| enum34 | 1.1.6 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| funcsigs | 1.0.2 |
| functools32 | 3.2.3.post2 |
| future | 0.17.1 |
| futures | 3.3.0 |
| gast | 0.2.2 |
| google-api-core | 1.14.3 |
| google-api-python-client | 1.7.11 |
| google-apitools | 0.5.28 |
| google-auth | 1.7.2 |
| google-auth-httplib2 | 0.0.3 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.17.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 1.0.2 |
| google-pasta | 0.1.8 |
| google-python-cloud-debugger | 1.9 |
| google-resumable-media | 0.4.1 |
| googleapis-common-protos | 1.6.0 |
| googledatastore | 7.0.2 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| guppy | 0.1.11 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| importlib-metadata | 1.2.0 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 5.0.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.16.5 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 2.3.2 |
| packaging | 19.2 |
| pandas | 0.24.2 |
| pathlib2 | 2.3.5 |
| pbr | 5.4.4 |
| Pillow | 6.2.1 |
| pip | 19.3.1 |
| pluggy | 0.13.1 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.0 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.7 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.5 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyVCF | 0.6.8 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scandir | 1.10.0 |
| scikit-learn | 0.20.4 |
| scipy | 1.2.2 |
| setuptools | 42.0.2 |
| singledispatch | 3.4.0.3 |
| six | 1.13.0 |
| soupsieve | 1.9.5 |
| tensorboard | 2.0.2 |
| tensorflow-cpu | 2.1.0rc0 |
| tensorflow-estimator | 2.0.1 |
| termcolor | 1.1.0 |
| typing | 3.6.6 |
| uritemplate | 3.0.0 |
| urllib3 | 1.25.7 |
| wcwidth | 0.1.7 |
| Werkzeug | 0.16.0 |
| wheel | 0.33.6 |
| wrapt | 1.11.2 |
| zipp | 0.6.0 |
Python 3.5.9
| 패키지 | 버전 |
|---|---|
| absl-py | 0.8.1 |
| astor | 0.8.0 |
| atomicwrites | 1.3.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019년 11월 28일 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.14.3 |
| google-apitools | 0.5.28 |
| google-auth | 1.7.2 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.17.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 1.0.2 |
| google-pasta | 0.1.8 |
| google-resumable-media | 0.4.1 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| importlib-metadata | 1.2.0 |
| joblib | 0.14.0 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.0.2 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.1.0 |
| packaging | 19.2 |
| pandas | 0.25.2 |
| pathlib2 | 2.3.5 |
| pbr | 5.4.4 |
| Pillow | 6.2.1 |
| pip | 19.3.1 |
| pluggy | 0.13.1 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.0 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.7 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.5 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.3.1 |
| setuptools | 41.6.0 |
| six | 1.13.0 |
| soupsieve | 1.9.5 |
| tensorboard | 2.0.2 |
| tensorflow-cpu | 2.1.0rc0 |
| tensorflow-estimator | 2.0.1 |
| termcolor | 1.1.0 |
| urllib3 | 1.25.7 |
| wcwidth | 0.1.7 |
| Werkzeug | 0.16.0 |
| wheel | 0.33.6 |
| wrapt | 1.11.2 |
| zipp | 0.6.0 |
Python 3.6.9
| 패키지 | 버전 |
|---|---|
| absl-py | 0.8.1 |
| astor | 0.8.0 |
| atomicwrites | 1.3.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019년 11월 28일 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.14.3 |
| google-apitools | 0.5.28 |
| google-auth | 1.7.2 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.17.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 1.0.2 |
| google-pasta | 0.1.8 |
| google-resumable-media | 0.4.1 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| importlib-metadata | 1.2.0 |
| joblib | 0.14.0 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.0.2 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.1.0 |
| packaging | 19.2 |
| pandas | 0.25.2 |
| pbr | 5.4.4 |
| Pillow | 6.2.1 |
| pip | 19.3.1 |
| pluggy | 0.13.1 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.0 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.7 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.5 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.3.1 |
| setuptools | 41.6.0 |
| six | 1.13.0 |
| soupsieve | 1.9.5 |
| tensorboard | 2.0.2 |
| tensorflow-cpu | 2.1.0rc0 |
| tensorflow-estimator | 2.0.1 |
| termcolor | 1.1.0 |
| urllib3 | 1.25.7 |
| wcwidth | 0.1.7 |
| Werkzeug | 0.16.0 |
| wheel | 0.33.6 |
| wrapt | 1.11.2 |
| zipp | 0.6.0 |
Python 3.7.5
| 패키지 | 버전 |
|---|---|
| absl-py | 0.8.1 |
| astor | 0.8.0 |
| atomicwrites | 1.3.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019년 11월 28일 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.1.1 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.14.3 |
| google-apitools | 0.5.28 |
| google-auth | 1.7.2 |
| google-auth-oauthlib | 0.4.1 |
| google-cloud-bigquery | 1.17.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.1.0 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 1.0.2 |
| google-pasta | 0.1.8 |
| google-resumable-media | 0.4.1 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| importlib-metadata | 1.2.0 |
| joblib | 0.14.0 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 8.0.2 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| oauthlib | 3.1.0 |
| opt-einsum | 3.1.0 |
| packaging | 19.2 |
| pandas | 0.25.2 |
| pbr | 5.4.4 |
| Pillow | 6.2.1 |
| pip | 19.3.1 |
| pluggy | 0.13.1 |
| protobuf | 3.11.1 |
| protorpc | 0.12.0 |
| py | 1.8.0 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.8 |
| pyasn1-modules | 0.2.7 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.5 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.1 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| requests-oauthlib | 1.3.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.3.1 |
| setuptools | 41.6.0 |
| six | 1.13.0 |
| soupsieve | 1.9.5 |
| tensorboard | 2.0.2 |
| tensorflow-cpu | 2.1.0rc0 |
| tensorflow-estimator | 2.0.1 |
| termcolor | 1.1.0 |
| urllib3 | 1.25.7 |
| wcwidth | 0.1.7 |
| Werkzeug | 0.16.0 |
| wheel | 0.33.6 |
| wrapt | 1.11.2 |
| zipp | 0.6.0 |
버전 2.17.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
Python 2.7.13
| 패키지 | 버전 |
|---|---|
| absl-py | 0.8.1 |
| astor | 0.8.0 |
| atomicwrites | 1.3.0 |
| attrs | 19.3.0 |
| avro | 1.8.2 |
| backports.functools-lru-cache | 1.6.1 |
| backports.weakref | 1.0.post1 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.9.11 |
| chardet | 3.0.4 |
| configparser | 4.0.2 |
| contextlib2 | 0.6.0.post1 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.0 |
| docopt | 0.6.2 |
| enum34 | 1.1.6 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| funcsigs | 1.0.2 |
| functools32 | 3.2.3.post2 |
| future | 0.17.1 |
| futures | 3.3.0 |
| gast | 0.2.2 |
| google-api-core | 1.14.3 |
| google-api-python-client | 1.7.11 |
| google-apitools | 0.5.28 |
| google-auth | 1.7.0 |
| google-auth-httplib2 | 0.0.3 |
| google-cloud-bigquery | 1.17.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.0.3 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 1.0.2 |
| google-pasta | 0.1.8 |
| google-python-cloud-debugger | 1.9 |
| google-resumable-media | 0.4.1 |
| googleapis-common-protos | 1.6.0 |
| googledatastore | 7.0.2 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| guppy | 0.1.11 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| importlib-metadata | 0.23 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 5.0.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.16.5 |
| oauth2client | 3.0.0 |
| opt-einsum | 2.3.2 |
| packaging | 19.2 |
| pandas | 0.24.2 |
| pathlib2 | 2.3.5 |
| pbr | 5.4.3 |
| Pillow | 6.2.1 |
| pip | 19.3.1 |
| pluggy | 0.13.0 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| protobuf | 3.10.0 |
| protorpc | 0.12.0 |
| py | 1.8.0 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.7 |
| pyasn1-modules | 0.2.7 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.4 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyVCF | 0.6.8 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scandir | 1.10.0 |
| scikit-learn | 0.20.4 |
| scipy | 1.2.2 |
| setuptools | 41.6.0 |
| singledispatch | 3.4.0.3 |
| six | 1.13.0 |
| soupsieve | 1.9.5 |
| tensorboard | 1.15.0 |
| tensorflow-cpu | 1.15.0 |
| tensorflow-estimator | 1.15.1 |
| termcolor | 1.1.0 |
| typing | 3.6.6 |
| uritemplate | 3.0.0 |
| urllib3 | 1.25.6 |
| wcwidth | 0.1.7 |
| Werkzeug | 0.16.0 |
| wheel | 0.33.6 |
| wrapt | 1.11.2 |
| zipp | 0.6.0 |
Python 3.5.7
| 패키지 | 버전 |
|---|---|
| absl-py | 0.8.1 |
| astor | 0.8.0 |
| atomicwrites | 1.3.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.9.11 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.0 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.14.3 |
| google-apitools | 0.5.28 |
| google-auth | 1.7.0 |
| google-cloud-bigquery | 1.17.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.0.3 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 1.0.2 |
| google-pasta | 0.1.8 |
| google-resumable-media | 0.4.1 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| importlib-metadata | 0.23 |
| joblib | 0.14.0 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 7.2.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| opt-einsum | 3.1.0 |
| packaging | 19.2 |
| pandas | 0.25.2 |
| pathlib2 | 2.3.5 |
| pbr | 5.4.3 |
| Pillow | 6.2.1 |
| pip | 19.3.1 |
| pluggy | 0.13.0 |
| protobuf | 3.10.0 |
| protorpc | 0.12.0 |
| py | 1.8.0 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.7 |
| pyasn1-modules | 0.2.7 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.4 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.3.1 |
| setuptools | 41.6.0 |
| six | 1.13.0 |
| soupsieve | 1.9.5 |
| tensorboard | 1.15.0 |
| tensorflow-cpu | 1.15.0 |
| tensorflow-estimator | 1.15.1 |
| termcolor | 1.1.0 |
| urllib3 | 1.25.6 |
| wcwidth | 0.1.7 |
| Werkzeug | 0.16.0 |
| wheel | 0.33.6 |
| wrapt | 1.11.2 |
| zipp | 0.6.0 |
Python 3.6.9
| 패키지 | 버전 |
|---|---|
| absl-py | 0.8.1 |
| astor | 0.8.0 |
| atomicwrites | 1.3.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.9.11 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.0 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.14.3 |
| google-apitools | 0.5.28 |
| google-auth | 1.7.0 |
| google-cloud-bigquery | 1.17.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.0.3 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 1.0.2 |
| google-pasta | 0.1.8 |
| google-resumable-media | 0.4.1 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| importlib-metadata | 0.23 |
| joblib | 0.14.0 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 7.2.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| opt-einsum | 3.1.0 |
| packaging | 19.2 |
| pandas | 0.25.2 |
| pbr | 5.4.3 |
| Pillow | 6.2.1 |
| pip | 19.3.1 |
| pluggy | 0.13.0 |
| protobuf | 3.10.0 |
| protorpc | 0.12.0 |
| py | 1.8.0 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.7 |
| pyasn1-modules | 0.2.7 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.4 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.3.1 |
| setuptools | 41.4.0 |
| six | 1.13.0 |
| soupsieve | 1.9.5 |
| tensorboard | 1.15.0 |
| tensorflow-cpu | 1.15.0 |
| tensorflow-estimator | 1.15.1 |
| termcolor | 1.1.0 |
| urllib3 | 1.25.6 |
| wcwidth | 0.1.7 |
| Werkzeug | 0.16.0 |
| wheel | 0.33.6 |
| wrapt | 1.11.2 |
| zipp | 0.6.0 |
Python 3.7.4
| 패키지 | 버전 |
|---|---|
| absl-py | 0.8.1 |
| astor | 0.8.0 |
| atomicwrites | 1.3.0 |
| attrs | 19.3.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.8.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.9.11 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.13 |
| dill | 0.3.0 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.14.3 |
| google-apitools | 0.5.28 |
| google-auth | 1.7.0 |
| google-cloud-bigquery | 1.17.1 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.0.3 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 1.0.2 |
| google-pasta | 0.1.8 |
| google-resumable-media | 0.4.1 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.24.3 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| importlib-metadata | 0.23 |
| joblib | 0.14.0 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 7.2.0 |
| nltk | 3.4.5 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.3 |
| oauth2client | 3.0.0 |
| opt-einsum | 3.1.0 |
| packaging | 19.2 |
| pandas | 0.25.2 |
| pbr | 5.4.3 |
| Pillow | 6.2.1 |
| pip | 19.3.1 |
| pluggy | 0.13.0 |
| protobuf | 3.10.0 |
| protorpc | 0.12.0 |
| py | 1.8.0 |
| pyarrow | 0.15.1 |
| pyasn1 | 0.4.7 |
| pyasn1-modules | 0.2.7 |
| pydot | 1.4.1 |
| pymongo | 3.9.0 |
| pyparsing | 2.4.4 |
| pytest | 4.6.6 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.1.2 |
| python-snappy | 0.5.4 |
| pytz | 2019.3 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.21.3 |
| scipy | 1.3.1 |
| setuptools | 41.4.0 |
| six | 1.13.0 |
| soupsieve | 1.9.5 |
| tensorboard | 1.15.0 |
| tensorflow-cpu | 1.15.0 |
| tensorflow-estimator | 1.15.1 |
| termcolor | 1.1.0 |
| urllib3 | 1.25.6 |
| wcwidth | 0.1.7 |
| Werkzeug | 0.16.0 |
| wheel | 0.33.6 |
| wrapt | 1.11.2 |
| zipp | 0.6.0 |
버전 2.16.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
Python 2.7.13
| 패키지 | 버전 |
|---|---|
| absl-py | 0.8.1 |
| astor | 0.8.0 |
| atomicwrites | 1.3.0 |
| attrs | 19.2.0 |
| avro | 1.8.2 |
| backports.functools-lru-cache | 1.5 |
| backports.weakref | 1.0.post1 |
| beautifulsoup4 | 4.7.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.9.11 |
| chardet | 3.0.4 |
| configparser | 4.0.2 |
| contextlib2 | 0.6.0 |
| crcmod | 1.7 |
| Cython | 0.29.10 |
| dill | 0.3.0 |
| docopt | 0.6.2 |
| enum34 | 1.1.6 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| funcsigs | 1.0.2 |
| functools32 | 3.2.3.post2 |
| future | 0.17.1 |
| futures | 3.2.0 |
| gast | 0.2.2 |
| google-api-core | 1.14.3 |
| google-api-python-client | 1.7.11 |
| google-apitools | 0.5.28 |
| google-auth | 1.6.3 |
| google-auth-httplib2 | 0.0.3 |
| google-cloud-bigquery | 1.17.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.0.3 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 1.0.0 |
| google-pasta | 0.1.7 |
| google-python-cloud-debugger | 1.9 |
| google-resumable-media | 0.4.1 |
| googleapis-common-protos | 1.6.0 |
| googledatastore | 7.0.2 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.23.0 |
| guppy | 0.1.10 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| importlib-metadata | 0.23 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 5.0.0 |
| nltk | 3.4.3 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.16.5 |
| oauth2client | 3.0.0 |
| opt-einsum | 2.3.2 |
| pandas | 0.24.2 |
| pathlib2 | 2.3.5 |
| pbr | 5.4.3 |
| Pillow | 6.0.0 |
| pip | 19.2.3 |
| pluggy | 0.13.0 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| protobuf | 3.9.1 |
| protorpc | 0.12.0 |
| py | 1.8.0 |
| pyarrow | 0.14.1 |
| pyasn1 | 0.4.7 |
| pyasn1-modules | 0.2.6 |
| pydot | 1.4.1 |
| pymongo | 3.8.0 |
| pyparsing | 2.4.2 |
| pytest | 4.4.0 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.4 |
| pytz | 2019.2 |
| PyVCF | 0.6.8 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scandir | 1.10.0 |
| scikit-learn | 0.20.3 |
| scipy | 1.2.2 |
| setuptools | 41.4.0 |
| singledispatch | 3.4.0.3 |
| six | 1.12.0 |
| soupsieve | 1.9.4 |
| tensorboard | 1.15.0 |
| tensorflow-cpu | 1.15.0rc3 |
| tensorflow-estimator | 1.15.1 |
| termcolor | 1.1.0 |
| typing | 3.6.6 |
| uritemplate | 3.0.0 |
| urllib3 | 1.25.6 |
| Werkzeug | 0.16.0 |
| wheel | 0.33.6 |
| wrapt | 1.11.2 |
| zipp | 0.6.0 |
Python 3.5.7
| 패키지 | 버전 |
|---|---|
| absl-py | 0.8.1 |
| astor | 0.8.0 |
| atomicwrites | 1.3.0 |
| attrs | 19.2.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.7.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.9.11 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.10 |
| dill | 0.3.0 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.14.3 |
| google-apitools | 0.5.28 |
| google-auth | 1.6.3 |
| google-cloud-bigquery | 1.17.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.0.3 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 1.0.0 |
| google-pasta | 0.1.7 |
| google-resumable-media | 0.4.1 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.23.0 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| importlib-metadata | 0.23 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 7.2.0 |
| nltk | 3.4.3 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.2 |
| oauth2client | 3.0.0 |
| opt-einsum | 3.1.0 |
| pandas | 0.24.2 |
| pathlib2 | 2.3.5 |
| pbr | 5.4.3 |
| Pillow | 6.0.0 |
| pip | 19.2.3 |
| pluggy | 0.13.0 |
| protobuf | 3.9.1 |
| protorpc | 0.12.0 |
| py | 1.8.0 |
| pyarrow | 0.14.1 |
| pyasn1 | 0.4.7 |
| pyasn1-modules | 0.2.6 |
| pydot | 1.4.1 |
| pymongo | 3.8.0 |
| pyparsing | 2.4.2 |
| pytest | 4.4.0 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.4 |
| pytz | 2019.2 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.3 |
| scipy | 1.3.1 |
| setuptools | 41.2.0 |
| six | 1.12.0 |
| soupsieve | 1.9.4 |
| tensorboard | 1.15.0 |
| tensorflow-cpu | 1.15.0rc3 |
| tensorflow-estimator | 1.15.1 |
| termcolor | 1.1.0 |
| urllib3 | 1.25.6 |
| Werkzeug | 0.16.0 |
| wheel | 0.33.6 |
| wrapt | 1.11.2 |
| zipp | 0.6.0 |
Python 3.6.9
| 패키지 | 버전 |
|---|---|
| absl-py | 0.8.1 |
| astor | 0.8.0 |
| atomicwrites | 1.3.0 |
| attrs | 19.2.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.7.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.9.11 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.10 |
| dill | 0.3.0 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.14.3 |
| google-apitools | 0.5.28 |
| google-auth | 1.6.3 |
| google-cloud-bigquery | 1.17.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.0.3 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 1.0.0 |
| google-pasta | 0.1.7 |
| google-resumable-media | 0.4.1 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.23.0 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| importlib-metadata | 0.23 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 7.2.0 |
| nltk | 3.4.3 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.2 |
| oauth2client | 3.0.0 |
| opt-einsum | 3.1.0 |
| pandas | 0.24.2 |
| pbr | 5.4.3 |
| Pillow | 6.0.0 |
| pip | 19.2.3 |
| pluggy | 0.13.0 |
| protobuf | 3.9.1 |
| protorpc | 0.12.0 |
| py | 1.8.0 |
| pyarrow | 0.14.1 |
| pyasn1 | 0.4.7 |
| pyasn1-modules | 0.2.6 |
| pydot | 1.4.1 |
| pymongo | 3.8.0 |
| pyparsing | 2.4.2 |
| pytest | 4.4.0 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.4 |
| pytz | 2019.2 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.3 |
| scipy | 1.3.1 |
| setuptools | 41.2.0 |
| six | 1.12.0 |
| soupsieve | 1.9.4 |
| tensorboard | 1.15.0 |
| tensorflow-cpu | 1.15.0rc3 |
| tensorflow-estimator | 1.15.1 |
| termcolor | 1.1.0 |
| urllib3 | 1.25.6 |
| Werkzeug | 0.16.0 |
| wheel | 0.33.6 |
| wrapt | 1.11.2 |
| zipp | 0.6.0 |
Python 3.7.4
| 패키지 | 버전 |
|---|---|
| absl-py | 0.8.1 |
| astor | 0.8.0 |
| atomicwrites | 1.3.0 |
| attrs | 19.2.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.7.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.9.11 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.10 |
| dill | 0.3.0 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.14.3 |
| google-apitools | 0.5.28 |
| google-auth | 1.6.3 |
| google-cloud-bigquery | 1.17.0 |
| google-cloud-bigtable | 1.0.0 |
| google-cloud-core | 1.0.3 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 1.0.0 |
| google-pasta | 0.1.7 |
| google-resumable-media | 0.4.1 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | 0.12.3 |
| grpcio | 1.23.0 |
| h5py | 2.10.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| importlib-metadata | 0.23 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| more-itertools | 7.2.0 |
| nltk | 3.4.3 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.17.2 |
| oauth2client | 3.0.0 |
| opt-einsum | 3.1.0 |
| pandas | 0.24.2 |
| pbr | 5.4.3 |
| Pillow | 6.0.0 |
| pip | 19.2.3 |
| pluggy | 0.13.0 |
| protobuf | 3.9.1 |
| protorpc | 0.12.0 |
| py | 1.8.0 |
| pyarrow | 0.14.1 |
| pyasn1 | 0.4.7 |
| pyasn1-modules | 0.2.6 |
| pydot | 1.4.1 |
| pymongo | 3.8.0 |
| pyparsing | 2.4.2 |
| pytest | 4.4.0 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.4 |
| pytz | 2019.2 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.3 |
| scipy | 1.3.1 |
| setuptools | 41.2.0 |
| six | 1.12.0 |
| soupsieve | 1.9.4 |
| tensorboard | 1.15.0 |
| tensorflow-cpu | 1.15.0rc3 |
| tensorflow-estimator | 1.15.1 |
| termcolor | 1.1.0 |
| urllib3 | 1.25.6 |
| Werkzeug | 0.16.0 |
| wheel | 0.33.6 |
| wrapt | 1.11.2 |
| zipp | 0.6.0 |
버전 2.15.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
Python 2.7.13
| 패키지 | 버전 |
|---|---|
| absl-py | 0.7.1 |
| astor | 0.8.0 |
| avro | 1.8.2 |
| backports.functools-lru-cache | 1.5 |
| backports.weakref | 1.0.post1 |
| beautifulsoup4 | 4.7.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.6.16 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.10 |
| dill | 0.2.9 |
| docopt | 0.6.2 |
| enum34 | 1.1.6 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| funcsigs | 1.0.2 |
| future | 0.17.1 |
| futures | 3.2.0 |
| gast | 0.2.2 |
| google-api-core | 1.14.0 |
| google-api-python-client | 1.7.10 |
| google-apitools | 0.5.28 |
| google-auth | 1.6.3 |
| google-auth-httplib2 | 0.0.3 |
| google-cloud-bigquery | 1.17.0 |
| google-cloud-bigtable | 0.32.1 |
| google-cloud-core | 1.0.2 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 0.39.1 |
| google-pasta | 0.1.7 |
| google-python-cloud-debugger | 1.9 |
| google-resumable-media | 0.3.2 |
| googleapis-common-protos | 1.6.0 |
| googledatastore | 7.0.2 |
| grpc-google-iam-v1 | 0.11.4 |
| grpcio | 1.22.0 |
| guppy | 0.1.10 |
| h5py | 2.9.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.4.3 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.16.4 |
| oauth2client | 3.0.0 |
| pandas | 0.24.2 |
| pbr | 5.4.1 |
| Pillow | 6.0.0 |
| pip | 19.2.1 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| protobuf | 3.9.0 |
| protorpc | 0.12.0 |
| pyarrow | 0.14.1 |
| pyasn1 | 0.4.5 |
| pyasn1-modules | 0.2.5 |
| pydot | 1.4.1 |
| pymongo | 3.8.0 |
| pyparsing | 2.4.1.1 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.4 |
| pytz | 2019.1 |
| PyVCF | 0.6.8 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.3 |
| scipy | 1.2.2 |
| setuptools | 41.0.1 |
| singledispatch | 3.4.0.3 |
| six | 1.12.0 |
| soupsieve | 1.9.2 |
| tensorboard | 1.14.0 |
| tensorflow | 1.14.0 |
| tensorflow-estimator | 1.14.0 |
| termcolor | 1.1.0 |
| typing | 3.6.6 |
| uritemplate | 3.0.0 |
| urllib3 | 1.25.3 |
| Werkzeug | 0.15.5 |
| wheel | 0.33.4 |
| wrapt | 1.11.2 |
Python 3.5.7
| 패키지 | 버전 |
|---|---|
| absl-py | 0.7.1 |
| astor | 0.8.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.7.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.6.16 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.10 |
| dill | 0.2.9 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.14.0 |
| google-apitools | 0.5.28 |
| google-auth | 1.6.3 |
| google-cloud-bigquery | 1.17.0 |
| google-cloud-bigtable | 0.32.1 |
| google-cloud-core | 1.0.2 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 0.39.1 |
| google-pasta | 0.1.7 |
| google-resumable-media | 0.3.2 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | 0.11.4 |
| grpcio | 1.22.0 |
| h5py | 2.9.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.4.3 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.16.4 |
| oauth2client | 3.0.0 |
| pandas | 0.24.2 |
| pbr | 5.4.1 |
| Pillow | 6.0.0 |
| pip | 19.2.1 |
| protobuf | 3.9.0 |
| protorpc | 0.12.0 |
| pyarrow | 0.14.1 |
| pyasn1 | 0.4.5 |
| pyasn1-modules | 0.2.5 |
| pydot | 1.4.1 |
| pymongo | 3.8.0 |
| pyparsing | 2.4.1.1 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.4 |
| pytz | 2019.1 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.3 |
| scipy | 1.2.2 |
| setuptools | 41.0.1 |
| six | 1.12.0 |
| soupsieve | 1.9.2 |
| tensorboard | 1.14.0 |
| tensorflow | 1.14.0 |
| tensorflow-estimator | 1.14.0 |
| termcolor | 1.1.0 |
| urllib3 | 1.25.3 |
| Werkzeug | 0.15.5 |
| wheel | 0.33.4 |
| wrapt | 1.11.2 |
Python 3.6.9
| 패키지 | 버전 |
|---|---|
| absl-py | 0.7.1 |
| astor | 0.8.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.7.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.6.16 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.10 |
| dill | 0.2.9 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.14.0 |
| google-apitools | 0.5.28 |
| google-auth | 1.6.3 |
| google-cloud-bigquery | 1.17.0 |
| google-cloud-bigtable | 0.32.1 |
| google-cloud-core | 1.0.2 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 0.39.1 |
| google-pasta | 0.1.7 |
| google-resumable-media | 0.3.2 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | 0.11.4 |
| grpcio | 1.22.0 |
| h5py | 2.9.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.4.3 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.16.4 |
| oauth2client | 3.0.0 |
| pandas | 0.24.2 |
| pbr | 5.4.1 |
| Pillow | 6.0.0 |
| pip | 19.2.1 |
| protobuf | 3.9.0 |
| protorpc | 0.12.0 |
| pyarrow | 0.14.1 |
| pyasn1 | 0.4.5 |
| pyasn1-modules | 0.2.5 |
| pydot | 1.4.1 |
| pymongo | 3.8.0 |
| pyparsing | 2.4.1.1 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.4 |
| pytz | 2019.1 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.3 |
| scipy | 1.2.2 |
| setuptools | 41.0.1 |
| six | 1.12.0 |
| soupsieve | 1.9.2 |
| tensorboard | 1.14.0 |
| tensorflow | 1.14.0 |
| tensorflow-estimator | 1.14.0 |
| termcolor | 1.1.0 |
| urllib3 | 1.25.3 |
| Werkzeug | 0.15.5 |
| wheel | 0.33.4 |
| wrapt | 1.11.2 |
Python 3.7.4
| 패키지 | 버전 |
|---|---|
| absl-py | 0.7.1 |
| astor | 0.8.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.7.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.6.16 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.10 |
| dill | 0.2.9 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.14.0 |
| google-apitools | 0.5.28 |
| google-auth | 1.6.3 |
| google-cloud-bigquery | 1.17.0 |
| google-cloud-bigtable | 0.32.1 |
| google-cloud-core | 1.0.2 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 0.39.1 |
| google-pasta | 0.1.7 |
| google-resumable-media | 0.3.2 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | td>0.11.4 |
| grpcio | 1.22.0 |
| h5py | 2.9.0 |
| hdfs | 2.5.8 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.4.3 |
| nose | 1.3.7 |
| nose-xunitmp | 0.4.1 |
| numpy | 1.16.4 |
| oauth2client | 3.0.0 |
| pandas | 0.24.2 |
| pbr | 5.4.1 |
| Pillow | 6.0.0 |
| pip | 19.2.1 |
| protobuf | 3.9.0 |
| protorpc | 0.12.0 |
| pyarrow | 0.14.1 |
| pyasn1 | 0.4.5 |
| pyasn1-modules | 0.2.5 |
| pydot | 1.4.1 |
| pymongo | 3.8.0 |
| pyparsing | 2.4.1.1 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.4 |
| pytz | 2019.1 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.3 |
| scipy | 1.2.2 |
| setuptools | 41.0.1 |
| six | 1.12.0 |
| soupsieve | 1.9.2 |
| tensorboard | 1.14.0 |
| tensorflow | 1.14.0 |
| tensorflow-estimator | 1.14.0 |
| termcolor | 1.1.0 |
| urllib3 | 1.25.3 |
| Werkzeug | 0.15.5 |
| wheel | 0.33.4 |
| wrapt | 1.11.2 |
버전 2.14.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
Python 2.7.13
| 패키지 | 버전 |
|---|---|
| absl-py | 0.7.1 |
| astor | 0.8.0 |
| avro | 1.8.2 |
| backports.functools-lru-cache | 1.5 |
| backports.weakref | 1.0.post1 |
| beautifulsoup4 | 4.7.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.6.16 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.10 |
| dill | 0.2.9 |
| docopt | 0.6.2 |
| enum34 | 1.1.6 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| funcsigs | 1.0.2 |
| future | 0.17.1 |
| futures | 3.2.0 |
| gast | 0.2.2 |
| google-api-core | 1.12.0 |
| google-api-python-client | 1.7.9 |
| google-apitools | 0.5.28 |
| google-auth | 1.6.3 |
| google-auth-httplib2 | 0.0.3 |
| google-cloud-bigquery | 1.6.0 |
| google-cloud-bigtable | 0.32.1 |
| google-cloud-core | 0.29.1 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 0.39.1 |
| google-pasta | 0.1.7 |
| google-python-cloud-debugger | 1.9 |
| google-resumable-media | 0.3.2 |
| googleapis-common-protos | 1.6.0 |
| googledatastore | 7.0.2 |
| grpc-google-iam-v1 | 0.11.4 |
| grpcio | 1.21.1 |
| guppy | 0.1.10 |
| h5py | 2.9.0 |
| hdfs | 2.5.6 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.4.3 |
| nose | 1.3.7 |
| numpy | 1.16.4 |
| oauth2client | 3.0.0 |
| pandas | 0.24.2 |
| pbr | 5.3.0 |
| Pillow | 6.0.0 |
| pip | 19.1.1 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| protobuf | 3.8.0 |
| protorpc | 0.12.0 |
| pyarrow | 0.13.0 |
| pyasn1 | 0.4.5 |
| pyasn1-modules | 0.2.5 |
| pydot | 1.4.1 |
| pymongo | 3.8.0 |
| pyparsing | 2.4.0 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.4 |
| pytz | 2019.1 |
| PyVCF | 0.6.8 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.3 |
| scipy | 1.2.2 |
| setuptools | 41.0.1 |
| singledispatch | 3.4.0.3 |
| six | 1.12.0 |
| soupsieve | 1.9.1 |
| tensorboard | 1.14.0 |
| tensorflow | 1.14.0 |
| tensorflow-estimator | 1.14.0 |
| termcolor | 1.1.0 |
| typing | 3.6.6 |
| uritemplate | 3.0.0 |
| urllib3 | 1.25.3 |
| Werkzeug | 0.15.4 |
| wheel | 0.33.4 |
| wrapt | 1.11.2 |
Python 3.5.7
| 패키지 | 버전 |
|---|---|
| absl-py | 0.7.1 |
| astor | 0.8.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.7.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.6.16 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.10 |
| dill | 0.2.9 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.12.0 |
| google-apitools | 0.5.28 |
| google-auth | 1.6.3 |
| google-cloud-bigquery | 1.6.0 |
| google-cloud-bigtable | 0.32.1 |
| google-cloud-core | 0.29.1 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 0.39.1 |
| google-pasta | 0.1.7 |
| google-resumable-media | 0.3.2 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | 0.11.4 |
| grpcio | 1.21.1 |
| h5py | 2.9.0 |
| hdfs | 2.5.6 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.4.3 |
| nose | 1.3.7 |
| numpy | 1.16.4 |
| oauth2client | 3.0.0 |
| pandas | 0.24.2 |
| pbr | 5.3.0 |
| Pillow | 6.0.0 |
| pip | 19.1.1 |
| protobuf | 3.8.0 |
| protorpc | 0.12.0 |
| pyarrow | 0.13.0 |
| pyasn1 | 0.4.5 |
| pyasn1-modules | 0.2.5 |
| pydot | 1.4.1 |
| pymongo | 3.8.0 |
| pyparsing | 2.4.0 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.4 |
| pytz | 2019.1 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.3 |
| scipy | 1.2.2 |
| setuptools | 41.0.1 |
| six | 1.12.0 |
| soupsieve | 1.9.1 |
| tensorboard | 1.14.0 |
| tensorflow | 1.14.0 |
| tensorflow-estimator | 1.14.0 |
| termcolor | 1.1.0 |
| urllib3 | 1.25.3 |
| Werkzeug | 0.15.4 |
| wheel | 0.33.4 |
| wrapt | 1.11.2 |
Python 3.6.8
| 패키지 | 버전 |
|---|---|
| absl-py | 0.7.1 |
| astor | 0.8.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.7.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.6.16 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.10 |
| dill | 0.2.9 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.12.0 |
| google-apitools | 0.5.28 |
| google-auth | 1.6.3 |
| google-cloud-bigquery | 1.6.0 |
| google-cloud-bigtable | 0.32.1 |
| google-cloud-core | 0.29.1 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 0.39.1 |
| google-pasta | 0.1.7 |
| google-resumable-media | 0.3.2 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | 0.11.4 |
| grpcio | 1.21.1 |
| h5py | 2.9.0 |
| hdfs | 2.5.6 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.4.3 |
| nose | 1.3.7 |
| numpy | 1.16.4 |
| oauth2client | 3.0.0 |
| pandas | 0.24.2 |
| pbr | 5.3.0 |
| Pillow | 6.0.0 |
| pip | 19.1.1 |
| protobuf | 3.8.0 |
| protorpc | 0.12.0 |
| pyarrow | 0.13.0 |
| pyasn1 | 0.4.5 |
| pyasn1-modules | 0.2.5 |
| pydot | 1.4.1 |
| pymongo | 3.8.0 |
| pyparsing | 2.4.0 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.4 |
| pytz | 2019.1 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.3 |
| scipy | 1.2.2 |
| setuptools | 41.0.1 |
| six | 1.12.0 |
| soupsieve | 1.9.1 |
| tensorboard | 1.14.0 |
| tensorflow | 1.14.0 |
| tensorflow-estimator | 1.14.0 |
| termcolor | 1.1.0 |
| urllib3 | 1.25.3 |
| Werkzeug | 0.15.4 |
| wheel | 0.33.4 |
| wrapt | 1.11.2 |
Python 3.7.3
| 패키지 | 버전 |
|---|---|
| absl-py | 0.7.1 |
| astor | 0.8.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.7.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.6.16 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.29.10 |
| dill | 0.2.9 |
| docopt | 0.6.2 |
| fastavro | 0.21.24 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.12.0 |
| google-apitools | 0.5.28 |
| google-auth | 1.6.3 |
| google-cloud-bigquery | 1.6.0 |
| google-cloud-bigtable | 0.32.1 |
| google-cloud-core | 0.29.1 |
| google-cloud-datastore | 1.7.4 |
| google-cloud-pubsub | 0.39.1 |
| google-pasta | 0.1.7 |
| google-resumable-media | 0.3.2 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | 0.11.4 |
| grpcio | 1.21.1 |
| h5py | 2.9.0 |
| hdfs | 2.5.6 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| Keras-Applications | 1.0.8 |
| Keras-Preprocessing | 1.1.0 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.4.3 |
| nose | 1.3.7 |
| numpy | 1.16.4 |
| oauth2client | 3.0.0 |
| pandas | 0.24.2 |
| pbr | 5.3.0 |
| Pillow | 6.0.0 |
| pip | 19.1.1 |
| protobuf | 3.8.0 |
| protorpc | 0.12.0 |
| pyarrow | 0.13.0 |
| pyasn1 | 0.4.5 |
| pyasn1-modules | 0.2.5 |
| pydot | 1.4.1 |
| pymongo | 3.8.0 |
| pyparsing | 2.4.0 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.4 |
| pytz | 2019.1 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.3 |
| scipy | 1.2.2 |
| setuptools | 41.0.1 |
| six | 1.12.0 |
| soupsieve | 1.9.1 |
| tensorboard | 1.14.0 |
| tensorflow | 1.14.0 |
| tensorflow-estimator | 1.14.0 |
| termcolor | 1.1.0 |
| urllib3 | 1.25.3 |
| Werkzeug | 0.15.4 |
| wheel | 0.33.4 |
| wrapt | 1.11.2 |
버전 2.13.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
Python 2.7
| 패키지 | 버전 |
|---|---|
| absl-py | 0.7.1 |
| astor | 0.8.0 |
| avro | 1.8.2 |
| backports.weakref | 1.0.post1 |
| beautifulsoup4 | 4.5.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.3.9 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.28.1 |
| dill | 0.2.9 |
| docopt | 0.6.2 |
| enum34 | 1.1.6 |
| fastavro | 0.21.14 |
| fasteners | 0.15 |
| funcsigs | 1.0.2 |
| future | 0.17.1 |
| futures | 3.2.0 |
| gast | 0.2.2 |
| google-api-core | 1.11.1 |
| google-api-python-client | 1.7.9 |
| google-apitools | 0.5.28 |
| google-auth | 1.6.3 |
| google-auth-httplib2 | 0.0.3 |
| google-cloud-bigquery | 1.6.0 |
| google-cloud-bigtable | 0.32.1 |
| google-cloud-core | 0.29.1 |
| google-cloud-datastore | 1.7.3 |
| google-cloud-pubsub | 0.39.1 |
| google-pasta | 0.1.6 |
| google-python-cloud-debugger | 1.9 |
| google-resumable-media | 0.3.2 |
| googleapis-common-protos | 1.6.0 |
| googledatastore | 7.0.2 |
| grpc-google-iam-v1 | 0.11.4 |
| grpcio | 1.20.1 |
| guppy | 0.1.10 |
| h5py | 2.9.0 |
| hdfs | 2.5.2 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| Keras-Applications | 1.0.7 |
| Keras-Preprocessing | 1.0.9 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.2.1 |
| nose | 1.3.7 |
| numpy | 1.16.3 |
| oauth2client | 3.0.0 |
| pandas | 0.24.2 |
| pbr | 5.2.0 |
| Pillow | 3.4.1 |
| pip | 19.1.1 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| protobuf | 3.7.1 |
| protorpc | 0.11.1 |
| pyarrow | 0.13.0 |
| pyasn1 | 0.4.5 |
| pyasn1-modules | 0.2.5 |
| pydot | 1.2.4 |
| pyparsing | 2.4.0 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.3 |
| pytz | 2019.1 |
| PyVCF | 0.6.8 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.3 |
| scipy | 1.2.1 |
| setuptools | 41.0.1 |
| six | 1.12.0 |
| tensorboard | 1.13.1 |
| tensorflow | 1.14.0rc0 |
| termcolor | 1.1.0 |
| tf-estimator-nightly | 1.14.0.dev2019042301 |
| typing | 3.6.6 |
| uritemplate | 3.0.0 |
| urllib3 | 1.25.3 |
| Werkzeug | 0.15.4 |
| wheel | 0.32.1 |
| wrapt | 1.11.1 |
Python 3.5
| 패키지 | 버전 |
|---|---|
| absl-py | 0.7.1 |
| astor | 0.8.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.5.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.3.9 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.28.1 |
| dill | 0.2.9 |
| docopt | 0.6.2 |
| fastavro | 0.21.14 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.11.1 |
| google-apitools | 0.5.28 |
| google-auth | 1.6.3 |
| google-cloud-bigquery | 1.6.0 |
| google-cloud-bigtable | 0.32.1 |
| google-cloud-core | 0.29.1 |
| google-cloud-datastore | 1.7.3 |
| google-cloud-pubsub | 0.39.1 |
| google-pasta | 0.1.6 |
| google-resumable-media | 0.3.2 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | 0.11.4 |
| grpcio | 1.20.1 |
| h5py | 2.9.0 |
| hdfs | 2.5.2 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| Keras-Applications | 1.0.7 |
| Keras-Preprocessing | 1.0.9 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.2.1 |
| nose | 1.3.7 |
| numpy | 1.16.3 |
| oauth2client | 3.0.0 |
| pandas | 0.24.2 |
| pbr | 5.2.0 |
| Pillow | 3.4.1 |
| pip | 19.1.1 |
| protobuf | 3.7.1 |
| protorpc | 0.11.1 |
| pyarrow | 0.13.0 |
| pyasn1 | 0.4.5 |
| pyasn1-modules | 0.2.5 |
| pydot | 1.2.4 |
| pyparsing | 2.4.0 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.3 |
| pytz | 2019.1 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.3 |
| scipy | 1.2.1 |
| setuptools | 41.0.1 |
| six | 1.12.0 |
| tensorboard | 1.13.1 |
| tensorflow | 1.14.0rc0 |
| termcolor | 1.1.0 |
| tf-estimator-nightly | 1.14.0.dev2019042301 |
| urllib3 | 1.25.3 |
| Werkzeug | 0.15.4 |
| wheel | 0.32.1 |
| wrapt | 1.11.1 |
Python 3.6
| 패키지 | 버전 |
|---|---|
| absl-py | 0.7.1 |
| astor | 0.8.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.5.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.3.9 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.28.1 |
| dill | 0.2.9 |
| docopt | 0.6.2 |
| fastavro | 0.21.14 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.11.1 |
| google-apitools | 0.5.28 |
| google-auth | 1.6.3 |
| google-cloud-bigquery | 1.6.0 |
| google-cloud-bigtable | 0.32.1 |
| google-cloud-core | 0.29.1 |
| google-cloud-datastore | 1.7.3 |
| google-cloud-pubsub | 0.39.1 |
| google-pasta | 0.1.6 |
| google-resumable-media | 0.3.2 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | 0.11.4 |
| grpcio | 1.20.1 |
| h5py | 2.9.0 |
| hdfs | 2.5.2 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| Keras-Applications | 1.0.7 |
| Keras-Preprocessing | 1.0.9 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.2.1 |
| nose | 1.3.7 |
| numpy | 1.16.3 |
| oauth2client | 3.0.0 |
| pandas | 0.24.2 |
| pbr | 5.2.0 |
| Pillow | 3.4.1 |
| pip | 19.1.1 |
| protobuf | 3.7.1 |
| protorpc | 0.11.1 |
| pyarrow | 0.13.0 |
| pyasn1 | 0.4.5 |
| pyasn1-modules | 0.2.5 |
| pydot | 1.2.4 |
| pyparsing | 2.4.0 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.3 |
| pytz | 2019.1 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.3 |
| scipy | 1.2.1 |
| setuptools | 41.0.1 |
| six | 1.12.0 |
| tensorboard | 1.13.1 |
| tensorflow | 1.14.0rc0 |
| termcolor | 1.1.0 |
| tf-estimator-nightly | 1.14.0.dev2019042301 |
| urllib3 | 1.25.3 |
| Werkzeug | 0.15.4 |
| wheel | 0.32.1 |
| wrapt | 1.11.1 |
Python 3.7
| 패키지 | 버전 |
|---|---|
| absl-py | 0.7.1 |
| astor | 0.8.0 |
| avro-python3 | 1.8.2 |
| beautifulsoup4 | 4.5.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.1 |
| certifi | 2019.3.9 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.28.1 |
| dill | 0.2.9 |
| docopt | 0.6.2 |
| fastavro | 0.21.14 |
| fasteners | 0.15 |
| future | 0.17.1 |
| gast | 0.2.2 |
| google-api-core | 1.11.1 |
| google-apitools | 0.5.28 |
| google-auth | 1.6.3 |
| google-cloud-bigquery | 1.6.0 |
| google-cloud-bigtable | 0.32.1 |
| google-cloud-core | 0.29.1 |
| google-cloud-datastore | 1.7.3 |
| google-cloud-pubsub | 0.39.1 |
| google-pasta | 0.1.6 |
| google-resumable-media | 0.3.2 |
| googleapis-common-protos | 1.6.0 |
| grpc-google-iam-v1 | 0.11.4 |
| grpcio | 1.20.1 |
| h5py | 2.9.0 |
| hdfs | 2.5.2 |
| httplib2 | 0.12.0 |
| idna | 2.8 |
| Keras-Applications | 1.0.7 |
| Keras-Preprocessing | 1.0.9 |
| Markdown | 3.1.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.2.1 |
| nose | 1.3.7 |
| numpy | 1.16.3 |
| oauth2client | 3.0.0 |
| pandas | 0.24.2 |
| pbr | 5.2.0 |
| Pillow | 3.4.1 |
| pip | 19.1.1 |
| protobuf | 3.7.1 |
| protorpc | 0.11.1 |
| pyarrow | 0.13.0 |
| pyasn1 | 0.4.5 |
| pyasn1-modules | 0.2.5 |
| pydot | 1.2.4 |
| pyparsing | 2.4.0 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.3 |
| pytz | 2019.1 |
| PyYAML | 3.13 |
| requests | 2.22.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.3 |
| scipy | 1.2.1 |
| setuptools | 41.0.1 |
| six | 1.12.0 |
| tensorboard | 1.13.1 |
| tensorflow | 1.14.0rc0 |
| termcolor | 1.1.0 |
| tf-estimator-nightly | 1.14.0.dev2019042301 |
| urllib3 | 1.25.3 |
| Werkzeug | 0.15.4 |
| wheel | 0.32.1 |
| wrapt | 1.11.1 |
버전 2.12.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
| 패키지 | 버전 |
|---|---|
| absl-py | 0.7.0 |
| astor | 0.7.1 |
| avro | 1.8.2 |
| backports.weakref | 1.0.post1 |
| beautifulsoup4 | 4.5.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.0 |
| certifi | 2018.11.29 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.28.1 |
| dill | 0.2.9 |
| docopt | 0.6.2 |
| enum34 | 1.1.6 |
| fastavro | 0.21.14 |
| fasteners | 0.14.1 |
| funcsigs | 1.0.2 |
| future | 0.17.1 |
| futures | 3.2.0 |
| gast | 0.2.2 |
| google-api-core | 1.8.0 |
| google-api-python-client | 1.7.8 |
| google-apitools | 0.5.26 |
| google-auth | 1.6.3 |
| google-auth-httplib2 | 0.0.3 |
| google-cloud-bigquery | 1.6.0 |
| google-cloud-bigtable | 0.31.1 |
| google-cloud-core | 0.28.1 |
| google-cloud-pubsub | 0.39.0 |
| google-python-cloud-debugger | 1.9 |
| google-resumable-media | 0.3.2 |
| googleapis-common-protos | 1.5.8 |
| googledatastore | 7.0.2 |
| grpc-google-iam-v1 | 0.11.4 |
| grpcio | 1.15.0 |
| guppy | 0.1.10 |
| h5py | 2.9.0 |
| hdfs | 2.2.2 |
| httplib2 | 0.9.2 |
| idna | 2.8 |
| Keras-Applications | 1.0.7 |
| Keras-Preprocessing | 1.0.9 |
| Markdown | 3.0.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.2.1 |
| nose | 1.3.7 |
| numpy | 1.16.0 |
| oauth2client | 3.0.0 |
| pandas | 0.23.4 |
| pbr | 5.1.3 |
| Pillow | 3.4.1 |
| pip | 19.0.3 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| protobuf | 3.7.0 |
| protorpc | 0.11.1 |
| pyarrow | 0.11.1 |
| pyasn1 | 0.4.5 |
| pyasn1-modules | 0.2.4 |
| pydot | 1.2.4 |
| pyparsing | 2.3.1 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.3 |
| pytz | 2018.9 |
| PyVCF | 0.6.8 |
| PyYAML | 3.13 |
| requests | 2.21.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.2 |
| scipy | 1.2.0 |
| setuptools | 40.8.0 |
| six | 1.12.0 |
| tensorboard | 1.13.0 |
| tensorflow | 1.13.1 |
| tensorflow-estimator | 1.13.0 |
| termcolor | 1.1.0 |
| typing | 3.6.6 |
| uritemplate | 3.0.0 |
| urllib3 | 1.24.1 |
| Werkzeug | 0.14.1 |
| wheel | 0.32.1 |
버전 2.11.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
| 패키지 | 버전 |
|---|---|
| absl-py | 0.7.0 |
| astor | 0.7.1 |
| avro | 1.8.2 |
| backports.weakref | 1.0.post1 |
| beautifulsoup4 | 4.5.1 |
| bs4 | 0.0.1 |
| cachetools | 3.1.0 |
| certifi | 2018.11.29 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.28.1 |
| dill | 0.2.9 |
| docopt | 0.6.2 |
| enum34 | 1.1.6 |
| fastavro | 0.21.14 |
| fasteners | 0.14.1 |
| funcsigs | 1.0.2 |
| future | 0.17.1 |
| futures | 3.2.0 |
| gast | 0.2.2 |
| google-api-core | 1.8.0 |
| google-api-python-client | 1.7.8 |
| google-apitools | 0.5.26 |
| google-auth | 1.6.3 |
| google-auth-httplib2 | 0.0.3 |
| google-cloud-bigquery | 1.6.0 |
| google-cloud-bigtable | 0.31.1 |
| google-cloud-core | 0.28.1 |
| google-cloud-pubsub | 0.39.0 |
| google-python-cloud-debugger | 1.9 |
| google-resumable-media | 0.3.2 |
| googleapis-common-protos | 1.5.8 |
| googledatastore | 7.0.2 |
| grpc-google-iam-v1 | 0.11.4 |
| grpcio | 1.15.0 |
| guppy | 0.1.10 |
| h5py | 2.9.0 |
| hdfs | 2.2.2 |
| httplib2 | 0.9.2 |
| idna | 2.8 |
| Keras-Applications | 1.0.7 |
| Keras-Preprocessing | 1.0.9 |
| Markdown | 3.0.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.2.1 |
| nose | 1.3.7 |
| numpy | 1.16.0 |
| oauth2client | 3.0.0 |
| pandas | 0.23.4 |
| pbr | 5.1.2 |
| Pillow | 3.4.1 |
| pip | 19.0.3 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| protobuf | 3.7.0rc2 |
| protorpc | 0.11.1 |
| pyarrow | 0.11.1 |
| pyasn1 | 0.4.5 |
| pyasn1-modules | 0.2.4 |
| pydot | 1.2.4 |
| pyparsing | 2.3.1 |
| python-dateutil | 2.8.0 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.3 |
| pytz | 2018.9 |
| PyVCF | 0.6.8 |
| PyYAML | 3.13 |
| requests | 2.21.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.2 |
| scipy | 1.2.0 |
| setuptools | 40.8.0 |
| six | 1.12.0 |
| tensorboard | 1.13.0 |
| tensorflow | 1.13.1 |
| tensorflow-estimator | 1.13.0 |
| termcolor | 1.1.0 |
| typing | 3.6.6 |
| uritemplate | 3.0.0 |
| urllib3 | 1.24.1 |
| Werkzeug | 0.14.1 |
| wheel | 0.32.1 |
버전 2.10.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
| 패키지 | 버전 |
|---|---|
| absl-py | 0.7.0 |
| astor | 0.7.1 |
| avro | 1.8.2 |
| backports.weakref | 1.0.post1 |
| beautifulsoup4 | 4.5.1 |
| bs4 | 0.0.1 |
| cachetools | 3.0.0 |
| certifi | 2018.11.29 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| Cython | 0.28.1 |
| dill | 0.2.9 |
| docopt | 0.6.2 |
| enum34 | 1.1.6 |
| fastavro | 0.21.14 |
| fasteners | 0.14.1 |
| funcsigs | 1.0.2 |
| future | 0.17.1 |
| futures | 3.2.0 |
| gast | 0.2.2 |
| google-api-core | 1.7.0 |
| google-api-python-client | 1.7.7 |
| google-apitools | 0.5.24 |
| google-auth | 1.6.2 |
| google-auth-httplib2 | 0.0.3 |
| google-cloud-bigquery | 1.6.0 |
| google-cloud-core | 0.28.1 |
| google-cloud-pubsub | 0.39.0 |
| google-python-cloud-debugger | 1.9 |
| google-resumable-media | 0.3.2 |
| googleapis-common-protos | 1.5.6 |
| googledatastore | 7.0.2 |
| grpc-google-iam-v1 | 0.11.4 |
| grpcio | 1.15.0 |
| guppy | 0.1.10 |
| h5py | 2.9.0 |
| hdfs | 2.2.2 |
| httplib2 | 0.9.2 |
| idna | 2.8 |
| Keras-Applications | 1.0.6 |
| Keras-Preprocessing | 1.0.5 |
| Markdown | 3.0.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.2.1 |
| nose | 1.3.7 |
| numpy | 1.16.0 |
| oauth2client | 3.0.0 |
| pandas | 0.23.4 |
| pbr | 5.1.1 |
| Pillow | 3.4.1 |
| pip | 19.0.1 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| protobuf | 3.6.1 |
| protorpc | 0.11.1 |
| pyarrow | 0.11.1 |
| pyasn1 | 0.4.5 |
| pyasn1-modules | 0.2.3 |
| pydot | 1.2.4 |
| pyparsing | 2.3.1 |
| python-dateutil | 2.7.5 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.3 |
| pytz | 2018.9 |
| PyVCF | 0.6.8 |
| PyYAML | 3.13 |
| requests | 2.21.0 |
| rsa | 4.0 |
| scikit-learn | 0.20.2 |
| scipy | 1.2.0 |
| setuptools | 40.6.3 |
| six | 1.12.0 |
| tensorboard | 1.12.2 |
| tensorflow | 1.13.0rc0 |
| tensorflow-estimator | 1.10.12 |
| termcolor | 1.1.0 |
| typing | 3.6.6 |
| uritemplate | 3.0.0 |
| urllib3 | 1.24.1 |
| Werkzeug | 0.14.1 |
| wheel | 0.32.1 |
버전 2.9.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
| 패키지 | 버전 |
|---|---|
| absl-py | 0.6.1 |
| astor | 0.7.1 |
| avro | 1.8.2 |
| backports.weakref | 1.0.post1 |
| beautifulsoup4 | 4.5.1 |
| bs4 | 0.0.1 |
| cachetools | 3.0.0 |
| certifi | 2018.10.15 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| cython | 0.28.1 |
| dill | 0.2.8.2 |
| docopt | 0.6.2 |
| enum34 | 1.1.6 |
| fastavro | 0.21.4 |
| fasteners | 0.14.1 |
| funcsigs | 1.0.2 |
| future | 0.16.0 |
| futures | 3.2.0 |
| grpcio | 1.15.0 |
| gast | 0.2.0 |
| google-api-core | 1.5.2 |
| google-api-python-client | 1.7.4 |
| google-apitools | 0.5.24 |
| google-auth | 1.6.1 |
| google-auth-httplib2 | 0.0.3 |
| google-cloud-bigquery | 1.6.0 |
| google-cloud-core | 0.28.1 |
| google-cloud-pubsub | 0.35.4 |
| google-python-cloud-debugger | 1.9 |
| google-resumable-media | 0.3.1 |
| googleapis-common-protos | 1.5.5 |
| googledatastore | 7.0.2 |
| grpc-google-iam-v1 | 0.11.4 |
| grpcio | 1.15.0 |
| guppy | 0.1.10 |
| h5py | 2.8.0 |
| hdfs | 2.1.0 |
| httplib2 | 0.9.2 |
| idna | 2.7 |
| Keras-Applications | 1.0.6 |
| Keras-Preprocessing | 1.0.5 |
| Markdown | 3.0.1 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.2.1 |
| nose | 1.3.7 |
| numpy | 1.15.2 |
| oauth2client | 3.0.0 |
| pandas | 0.23.4 |
| pbr | 5.1.1 |
| pillow | 3.4.1 |
| pip | 18.1 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| protobuf | 3.6.1 |
| protorpc | 0.11.1 |
| pyasn1 | 0.4.4 |
| pyasn1-modules | 0.2.2 |
| pydot | 1.2.4 |
| pyparsin | 2.3.0 |
| python-dateutil | 2.7.5 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.3 |
| pytz | 2018.4 |
| pyvcf | 0.6.8 |
| pyyaml | 3.13 |
| requests | 2.20.1 |
| rsa | 4.0 |
| scikit-learn | 0.19.1 |
| scipy | 1.1.0 |
| six | 1.11.0 |
| tensorboard | 1.12.0 |
| tensorflow | 1.12.0 |
| termcolor | 1.1.0 |
| typing | 3.6.1 |
| uritemplate | 3.0.0 |
| urllib3 | 1.24.1 |
| Werkzeug | 0.14.1 |
| wheel | 0.32.1 |
버전 2.8.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
| 패키지 | 버전 |
|---|---|
| absl-py | 0.5.0 |
| astor | 0.7.1 |
| avro | 1.8.2 |
| backports.weakref | 1.0.post1 |
| beautifulsoup4 | 4.5.1 |
| bs4 | 0.0.1 |
| cachetools | 2.1.0 |
| certifi | 2018.8.24 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| cython | 0.28.1 |
| dill | 0.2.8.2 |
| fastavro | 0.21.4 |
| fasteners | 0.14.1 |
| funcsigs | 1.0.2 |
| future | 0.16.0 |
| futures | 3.2.0 |
| gapic-google-cloud-pubsub-v1 | 1.15.4 |
| gast | 0.2.0 |
| grpcio | 1.15.0 |
| google-apitools | 0.5.20 |
| google-cloud-bigquery | 0.25.0 |
| google-cloud-pubsub | 0.26.0 |
| google-python-cloud-debugger | 1.9.1 |
| googledatastore | 7.0.1 |
| guppy | 0.1.10 |
| h5py | 2.8.0 |
| hdfs | 2.1.0 |
| httplib2 | 0.9.2 |
| idna | 2.7 |
| Keras-Applications | 1.0.6 |
| Keras-Preprocessing | 1.0.5 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.2.1 |
| nose | 1.3.7 |
| numpy | 1.15.2 |
| oauth2client | 3.0.0 |
| pandas | 0.23.4 |
| pbr | 4.3.0 |
| pillow | 3.4.1 |
| pip | 18.0 |
| ply | 3.8 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| proto-google-cloud-pubsub-v1 | 0.15.4 |
| protobuf | 3.6.1 |
| protorpc | 0.11.1 |
| pyasn1 | 0.4.4 |
| pyasn1-modules | 0.2.2 |
| pydot | 1.2.4 |
| pyparsing | 2.2.2 |
| python-dateutil | 2.7.3 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.3 |
| pytz | 2018.4 |
| pyvcf | 0.6.8 |
| pyyaml | 3.12 |
| requests | 2.19.1 |
| scikit-learn | 0.19.1 |
| scipy | 1.1.0 |
| six | 1.11.0 |
| tensorflow | 1.11.0 |
| termcolor | 1.1.0 |
| typing | 3.6.1 |
| uritemplate | 3.0.0 |
| urllib3 | 1.23 |
| Werkzeug | 0.14.1 |
| wheel | 0.32.1 |
버전 2.7.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
| 패키지 | 버전 |
|---|---|
| absl-py | 0.2.2 |
| astor | 0.7.1 |
| avro | 1.8.2 |
| beautifulsoup4 | 4.5.1 |
| backports.weakref | 1.0.post1 |
| bs4 | 0.0.1 |
| cachetools | 2.1.0 |
| certifi | 2018.4.16 |
| chardet | 3.0.4 |
| crcmod | 1.7 |
| cython | 0.28.1 |
| dill | 0.2.6 |
| docopt | 0.6.2 |
| enum34 | 1.1.6 |
| fastavro | 0.19.7 |
| fasteners | 0.14.1 |
| funcsigs | 1.0.2 |
| future | 0.16.0 |
| futures | 3.1.1 |
| gapic-google-cloud-pubsub-v1 | 0.15.4 |
| gast | 0.2.0 |
| grpcio | 1.10.0 |
| google-apitools | 0.5.20 |
| google-cloud-bigquery | 0.25.0 |
| google-cloud-pubsub | 0.26.0 |
| google-python-cloud-debugger | 1.9.1 |
| googledatastore | 7.0.1 |
| guppy | 0.1.10 |
| hdfs | 2.1.0 |
| httplib2 | 0.9.2 |
| idna | 2.6 |
| Markdown | 2.6.11 |
| mock | 2.0.0 |
| monotonic | 1.5 |
| nltk | 3.2.1 |
| nose | 1.3.7 |
| numpy | 1.13.3 |
| oauth2client | 4.1.2 |
| pandas | 0.18.1 |
| pbr | 4.1.0 |
| pillow | 3.4.1 |
| pip | 10.0.1 |
| ply | 3.8 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| proto-google-cloud-pubsub-v1 | 0.15.4 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| proto-google-cloud-pubsub-v1 | 0.15.4 |
| protobuf | 3.5.1 |
| protorpc | 0.11.1 |
| pyasn1 | 0.4.3 |
| pyasn1-modules | 0.2.2 |
| pydot | 1.2.4 |
| pyparsing | 2.2.0 |
| python-dateutil | 2.7.3 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.1 |
| pytz | 2018.4 |
| pyvcf | 0.6.8 |
| pyyaml | 3.12 |
| requests | 2.18.4 |
| rsa | 3.4.2 |
| scikit-learn | 0.19.1 |
| scipy | 1.1.0 |
| setuptools | 39.1.0 |
| six | 1.10.0 |
| tensorboard | 1.9.0 |
| tensorflow | 1.10.0 |
| termcolor | 1.1.0 |
| typing | 3.6.1 |
| uritemplate | 3.0.0 |
| urllib3 | 1.22 |
| Werkzeug | 0.14.1 |
| wheel | 0.29.0 |
버전 2.6.0
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
| 패키지 | 버전 |
|---|---|
| avro | 1.8.2 |
| beautifulsoup4 | 4.5.1 |
| bs4 | 0.0.1 |
| crcmod | 1.7 |
| cython | 0.28.1 |
| dill | 0.2.8.2 |
| fastavro | 0.21.4 |
| futures | 3.2.0 |
| future | 0.16.0 |
| google-apitools | 0.5.20 |
| google-cloud-bigquery | 0.25.0 |
| google-cloud-pubsub | 0.26.0 |
| googledatastore | 7.0.1 |
| google-python-cloud-debugger | 1.9.1 |
| grpcio | 1.15.0 |
| guppy | 0.1.10 |
| hdfs | 2.1.0 |
| httplib2 | 0.9.2 |
| mock | 2.0.0 |
| nltk | 3.2.1 |
| nose | 1.3.7 |
| numpy | 1.14.5 |
| oauth2client | 4.1.2 |
| pandas | 0.23.3 |
| pillow | 3.4.1 |
| protobuf | 3.6.1 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| proto-google-cloud-pubsub-v1 | 0.15.4 |
| protorpc | 0.11.1 |
| pydot | 1.2.4 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.3 |
| pytz | 2018.4 |
| pyvcf | 0.6.8 |
| pyyaml | 3.12 |
| requests | 2.18.4 |
| scikit-learn | 0.19.1 |
| scipy | 1.1.0 |
| six | 1.10.0 |
| tensorflow | 1.10.0 |
| typing | 3.6.1 |
| wheel | 0.29.0 |
Dataflow 2.x SDK
자바용 SDK
JAR이 충돌 버전을 사용하는지 확인하려면 프로젝트의 종속 항목 트리를 검사합니다. Maven과 같은 다양한 도구를 사용하여 종속 항목 트리를 생성할 수 있습니다.
pom.xml에서 다음 테이블의 라이브러리에 'latest'를 지정하지 마세요.
버전 2.5.0
자바용 Dataflow SDK 2.5.0에는 다음과 같은 컴파일 및 런타임 종속 항목이 있습니다.
| GroupId | ArtifactId | 버전 |
|---|---|---|
| args4j | args4j | 2.33 |
| ca.coglinc | javacc-gradle-plugin | 2.4.0 |
| com.datastax.cassandra | cassandra-driver-core | 3.5.0 |
| com.datastax.cassandra | cassandra-driver-mapping | 3.5.0 |
| com.fasterxml.jackson.core | jackson-annotations | 2.9.5 |
| com.fasterxml.jackson.core | jackson-core | 2.9.5 |
| com.fasterxml.jackson.core | jackson-databind | 2.9.5 |
| com.fasterxml.jackson.dataformat | jackson-dataformat-cbor | 2.9.5 |
| com.fasterxml.jackson.dataformat | jackson-dataformat-yaml | 2.9.5 |
| com.fasterxml.jackson.datatype | jackson-datatype-joda | 2.9.5 |
| com.fasterxml.jackson.module | jackson-module-scala_2.11 | 2.9.5 |
| com.github.ben-manes | gradle-versions-plugin | 0.20.0 |
| com.github.jengelman.gradle.plugins | shadow | 2.0.4 |
| com.github.kstyrc | embedded-redis | 0.6 |
| com.github.stephenc.findbugs | findbugs-annotations | 1.3.9-1 |
| com.google.api | gax-grpc | 0.20.0 |
| com.google.api-client | google-api-client | 1.23.0 |
| com.google.api.grpc | grpc-google-cloud-pubsub-v1 | 0.1.18 |
| com.google.api.grpc | proto-google-cloud-pubsub-v1 | 0.1.18 |
| com.google.api.grpc | proto-google-cloud-spanner-admin-database-v1 | 0.1.9 |
| com.google.api.grpc | proto-google-common-protos | 0.1.9 |
| com.google.apis | google-api-services-bigquery | v2-rev374-1.23.0 |
| com.google.apis | google-api-services-clouddebugger | v2-rev233-1.23.0 |
| com.google.apis | google-api-services-cloudresourcemanager | v1-rev477-1.23.0 |
| com.google.apis | google-api-services-dataflow | v1b3-rev221-1.23.0 |
| com.google.apis | google-api-services-pubsub | v1-rev382-1.23.0 |
| com.google.apis | google-api-services-storage | v1-rev124-1.23.0 |
| com.google.auth | google-auth-library-credentials | 0.7.1 |
| com.google.auth | google-auth-library-oauth2-http | 0.7.1 |
| com.google.cloud | google-cloud-core | 1.0.2 |
| com.google.cloud | google-cloud-core-grpc | 1.2.0 |
| com.google.cloud | google-cloud-spanner | 0.20.0b-beta |
| com.google.cloud.bigdataoss | gcsio | 1.4.5 |
| com.google.cloud.bigdataoss | util | 1.4.5 |
| com.google.cloud.bigtable | bigtable-client-core | 1.0.0 |
| com.google.cloud.bigtable | bigtable-protos | 1.0.0-pre3 |
| com.google.cloud.dataflow | google-cloud-dataflow-java-proto-library-all | 0.5.160304 |
| com.google.cloud.datastore | datastore-v1-proto-client | 1.4.0 |
| com.google.cloud.datastore | datastore-v1-protos | 1.3.0 |
| com.google.code.findbugs | jsr305 | 3.0.1 |
| com.google.errorprone | error_prone_annotations | 2.0.15 |
| com.google.guava | guava | 20.0 |
| com.google.guava | guava-testlib | 20.0 |
| com.google.http-client | google-http-client | 1.23.0 |
| com.google.http-client | google-http-client-jackson2 | 1.23.0 |
| com.google.protobuf | protobuf-gradle-plugin | 0.8.5 |
| com.google.protobuf | protobuf-java | 3.2.0 |
| com.google.protobuf | protobuf-java-util | 3.2.0 |
| com.googlecode.fmpp-maven-plugin | fmpp-maven-plugin | 1.0 |
| com.pholser | junit-quickcheck-core | 0.8 |
| com.tdunning | t-digest | 3.2 |
| commons-io | commons-io | 2.5 |
| commons-lang | commons-lang | 2.6 |
| cz.malohlava | visteg | 1.0.3 |
| gradle.plugin.org.nosphere.apache | creadur-rat-gradle | 0.3.1 |
| io.grpc | grpc-all | 1.2.0 |
| io.grpc | grpc-auth | 1.2.0 |
| io.grpc | grpc-core | 1.2.0 |
| io.grpc | grpc-netty | 1.2.0 |
| io.grpc | grpc-protobuf | 1.2.0 |
| io.grpc | grpc-stub | 1.2.0 |
| io.netty | netty-handler | 4.1.8.Final |
| io.netty | netty-tcnative-boringssl-static | 1.1.33.Fork26 |
| io.netty | netty-transport-native-epoll | 4.1.8.Final |
| javax.xml.bind | jaxb-api | 2.2.12 |
| joda-time | joda-time | 2.4 |
| junit | junit | 4.12 |
| net.bytebuddy | byte-buddy | 1.8.11 |
| org.apache.activemq | activemq-amqp | 5.13.1 |
| org.apache.activemq | activemq-broker | 5.13.1 |
| org.apache.activemq | activemq-client | 5.13.1 |
| org.apache.activemq | activemq-jaas | 5.13.1 |
| org.apache.activemq | activemq-kahadb-store | 5.13.1 |
| org.apache.activemq | activemq-mqtt | 5.13.1 |
| org.apache.activemq.tooling | activemq-junit | 5.13.1 |
| org.apache.apex | apex-common | 3.7.0 |
| org.apache.apex | apex-engine | 3.7.0 |
| org.apache.apex | malhar-library | 3.4.0 |
| org.apache.avro | avro | 1.8.2 |
| org.apache.calcite | calcite-core | 1.16.0 |
| org.apache.calcite | calcite-linq4j | 1.16.0 |
| org.apache.calcite.avatica | avatica-core | 1.11.0 |
| org.apache.commons | commons-compress | 1.16.1 |
| org.apache.commons | commons-csv | 1.4 |
| org.apache.commons | commons-lang3 | 3.6 |
| org.apache.flink | flink-clients_2.11 | 1.5.0 |
| org.apache.flink | flink-core | 1.5.0 |
| org.apache.flink | flink-java | 1.5.0 |
| org.apache.flink | flink-metrics-core | 1.5.0 |
| org.apache.flink | flink-runtime_2.11 | 1.5.0 |
| org.apache.flink | flink-streaming-java_2.11 | 1.5.0 |
| org.apache.flink | flink-test-utils_2.11 | 1.5.0 |
| org.apache.gearpump | gearpump-core_2.11 | 0.8.4 |
| org.apache.gearpump | gearpump-streaming_2.11 | 0.8.4 |
| org.apache.geronimo.specs | geronimo-jms_1.1_spec | 1.1.1 |
| org.apache.hadoop | hadoop-client | 2.7.3 |
| org.apache.hadoop | hadoop-common | 2.7.3 |
| org.apache.hadoop | hadoop-hdfs | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-core | 2.7.3 |
| org.apache.hadoop | hadoop-minicluster | 2.7.3 |
| org.apache.kafka | kafka-clients | 1.0.0 |
| org.apache.kafka | kafka_2.11 | 1.0.0 |
| org.apache.logging.log4j | log4j-api | 2.6.2 |
| org.apache.logging.log4j | log4j-core | 2.6.2 |
| org.apache.parquet | parquet-avro | 1.10.0 |
| org.apache.parquet | parquet-common | 1.10.0 |
| org.apache.parquet | parquet-hadoop | 1.10.0 |
| org.apache.rat | apache-rat-tasks | 0.12 |
| org.apache.spark | spark-core_2.11 | 2.3.1 |
| org.apache.spark | spark-network-common_2.11 | 2.3.1 |
| org.apache.spark | spark-streaming_2.11 | 2.3.1 |
| org.apache.tika | tika-core | 1.18 |
| org.apache.tika | tika-parsers | 1.18 |
| org.codehaus.woodstox | stax2-api | 3.1.4 |
| org.codehaus.woodstox | woodstox-core-asl | 4.4.1 |
| org.fusesource.hawtbuf | hawtbuf | 1.11 |
| org.fusesource.mqtt-client | mqtt-client | 1.14 |
| org.hamcrest | hamcrest-core | 1.3 |
| org.hamcrest | hamcrest-library | 1.3 |
| org.mockito | mockito-core | 1.9.5 |
| org.postgresql | postgresql | 42.2.2 |
| org.slf4j | slf4j-simple | 1.7.25 |
| org.xerial.snappy | snappy-java | 1.1.4 |
| redis.clients | jedis | 2.9.0 |
| biz.aQute | bndlib | 1.43.0 |
| com.alibaba | fastjson | 1.2.12 |
| com.amazonaws | amazon-kinesis-client | 1.8.8 |
| com.amazonaws | amazon-kinesis-producer | 0.12.8 |
| com.amazonaws | aws-java-sdk-cloudwatch | 1.11.255 |
| com.amazonaws | aws-java-sdk-core | 1.11.319 |
| com.amazonaws | aws-java-sdk-kinesis | 1.11.255 |
| com.amazonaws | aws-java-sdk-s3 | 1.11.319 |
| com.carrotsearch.randomizedtesting | randomizedtesting-runner | 2.5.0 |
| com.clearspring.analytics | 스트림 | 2.9.5 |
| com.commercehub.gradle.plugin | gradle-avro-plugin | 0.11.0 |
| com.datastax.cassandra | cassandra-driver-core | 3.2.0 |
| com.datastax.cassandra | cassandra-driver-mapping | 3.2.0 |
| com.diffplug.spotless | spotless-plugin-gradle | 3.6.0 |
| com.esotericsoftware.kryo | kryo | 2.21 |
| com.google.auto.service | auto-service | 1.0-rc2 |
| com.google.auto.value | auto-value | 1.5.3 |
| com.google.protobuf | protoc | 3.2.0 |
| com.gradle | build-scan-plugin | 1.13.1 |
| com.typesafe | config | 1.3.0 |
| commons-cli | commons-cli | 1.2 |
| commons-codec | commons-codec | 1.9 |
| de.flapdoodle.embed | de.flapdoodle.embed.mongo | 1.50.1 |
| de.flapdoodle.embed | de.flapdoodle.embed.process | 1.50.1 |
| gradle.plugin.com.github.blindpirate | gogradle | 0.9 |
| gradle.plugin.com.palantir.gradle.docker | gradle-docker | 0.13.0 |
| gradle.plugin.io.pry.gradle.offline_dependencies | gradle-offline-dependencies-plugin | 0.3 |
| io.dropwizard.metrics | metrics-core | 3.1.2 |
| io.grpc | protoc-gen-grpc-java | 1.2.0 |
| io.netty | netty-all | 4.1.17.Final |
| io.spring.gradle | propdeps-plugin | 0.0.9.RELEASE |
| jline | jline | 2.14.6 |
| net.java.dev.javacc | javacc | 4.0 |
| net.java.dev.jna | jna | 4.1.0 |
| net.ltgt.gradle | gradle-apt-plugin | 0.13 |
| net.ltgt.gradle | gradle-errorprone-plugin | 0.0.13 |
| net.researchgate | gradle-release | 2.6.0 |
| org.apache.cassandra | cassandra-all | 3.9 |
| org.apache.commons | commons-dbcp2 | 2.1.1 |
| org.apache.derby | derby | 10.12.1.1 |
| org.apache.derby | derbyclient | 10.12.1.1 |
| org.apache.derby | derbynet | 10.12.1.1 |
| org.apache.hbase | hbase-common | 1.2.6 |
| org.apache.hbase | hbase-hadoop-compat | 1.2.6 |
| org.apache.hbase | hbase-hadoop2-compat | 1.2.6 |
| org.apache.hbase | hbase-server | 1.2.6 |
| org.apache.hbase | hbase-shaded-client | 1.2.6 |
| org.apache.hbase | hbase-shaded-server | 1.2.6 |
| org.apache.hive | hive-cli | 2.1.0 |
| org.apache.hive | hive-common | 2.1.0 |
| org.apache.hive | hive-exec | 2.1.0 |
| org.apache.hive.hcatalog | hive-hcatalog-core | 2.1.0 |
| org.apache.httpcomponents | httpasyncclient | 4.1.2 |
| org.apache.httpcomponents | httpclient | 4.5.2 |
| org.apache.httpcomponents | httpcore | 4.4.5 |
| org.apache.httpcomponents | httpcore-nio | 4.4.5 |
| org.apache.qpid | proton-j | 0.13.1 |
| org.apache.solr | solr-core | 5.5.4 |
| org.apache.solr | solr-solrj | 5.5.4 |
| org.apache.solr | solr-test-framework | 5.5.4 |
| org.apache.zookeeper | zookeeper | 3.4.11 |
| org.assertj | assertj-core | 2.5.0 |
| org.codehaus.groovy | groovy-all | 2.4.13 |
| org.elasticsearch | elasticsearch | 5.6.3 |
| org.elasticsearch | elasticsearch-hadoop | 5.0.0 |
| org.elasticsearch.client | elasticsearch-rest-client | 5.6.3 |
| org.elasticsearch.client | 전송 | 5.0.0 |
| org.elasticsearch.plugin | transport-netty4-client | 5.6.3 |
| org.elasticsearch.test | 프레임워크 | 5.6.3 |
| org.freemarker | freemarker | 2.3.25-incubating |
| org.mongodb | mongo-java-driver | 3.2.2 |
| org.scala-lang | scala-library | 2.11.8 |
| org.slf4j | slf4j-api | 1.7.25 |
| org.slf4j | slf4j-jdk14 | 1.7.25 |
| org.springframework | spring-expression | 4.3.5.RELEASE |
| org.tukaani | xz | 1.5 |
| sqlline | sqlline | 1.3.0 |
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
| GroupId | ArtifactId | 버전 |
|---|---|---|
| org.apache.logging.log4j | log4j-to-slf4j | 2.5 |
| org.slf4j | jcl-over-slf4j | 1.7.14 |
| org.slf4j | log4j-over-slf4j | 1.7.14 |
| org.slf4j | slf4j-api | 1.7.14 |
| org.slf4j | slf4j-jdk14 | 1.7.14 |
버전 2.4.0
자바용 Dataflow SDK 2.4.0에는 다음과 같은 컴파일 및 런타임 종속 항목이 있습니다.
| GroupId | ArtifactId | 버전 |
|---|---|---|
| com.fasterxml.jackson.core | jackson-annotations | 2.8.9 |
| com.fasterxml.jackson.core | jackson-core | 2.8.9 |
| com.fasterxml.jackson.core | jackson-databind | 2.8.9 |
| com.github.stephenc.findbugs | findbugs-annotations | 1.3.9-1 |
| com.google.api | api-common | 1.1.0 |
| com.google.api-client | google-api-client | 1.22.0 |
| com.google.api-client | google-api-client-jackson2 | 1.20.0 |
| com.google.api-client | google-api-client-java6 | 1.20.0 |
| com.google.api | gax | 1.3.1 |
| com.google.api | gax-grpc | 0.20.0 |
| com.google.api.grpc | grpc-google-cloud-pubsub-v1 | 0.1.18 |
| com.google.api.grpc | grpc-google-cloud-spanner-admin-database-v1 | 0.1.11 |
| com.google.api.grpc | grpc-google-cloud-spanner-admin-instance-v1 | 0.1.11 |
| com.google.api.grpc | grpc-google-cloud-spanner-v1 | 0.1.11b |
| com.google.api.grpc | grpc-google-common-protos | 0.1.0 |
| com.google.api.grpc | grpc-google-longrunning-v1 | 0.1.11 |
| com.google.api.grpc | proto-google-cloud-pubsub-v1 | 0.1.18 |
| com.google.api.grpc | proto-google-cloud-spanner-admin-database-v1 | 0.1.9 |
| com.google.api.grpc | proto-google-cloud-spanner-admin-instance-v1 | 0.1.11 |
| com.google.api.grpc | proto-google-cloud-spanner-v1 | 0.1.11b |
| com.google.api.grpc | proto-google-common-protos | 0.1.9 |
| com.google.api.grpc | proto-google-iam-v1 | 0.1.18 |
| com.google.api.grpc | proto-google-longrunning-v1 | 0.1.11 |
| com.google.apis | google-api-services-bigquery | v2-rev374-1.22.0 |
| com.google.apis | google-api-services-clouddebugger | v2-rev8-1.22.0 |
| com.google.apis | google-api-services-cloudresourcemanager | v1-rev6-1.22.0 |
| com.google.apis | google-api-services-dataflow | v1b3-rev221-1.22.0 |
| com.google.apis | google-api-services-pubsub | v1-rev10-1.22.0 |
| com.google.apis | google-api-services-storage | v1-rev71-1.22.0 |
| com.google.auth | google-auth-library-appengine | 0.7.0 |
| com.google.auth | google-auth-library-credentials | 0.7.1 |
| com.google.auth | google-auth-library-oauth2-http | 0.7.1 |
| com.google.auto | auto-common | 0.3 |
| com.google.auto.service | auto-service | 1.0-rc2 |
| com.google.cloud.bigdataoss | gcsio | 1.4.5 |
| com.google.cloud.bigdataoss | util | 1.4.5 |
| com.google.cloud.bigtable | bigtable-client-core | 1.0.0 |
| com.google.cloud.bigtable | bigtable-protos | 1.0.0-pre3 |
| com.google.cloud.datastore | datastore-v1-proto-client | 1.4.0 |
| com.google.cloud.datastore | datastore-v1-protos | 1.3.0 |
| com.google.cloud | google-cloud-core | 1.0.2 |
| com.google.cloud | google-cloud-core-grpc | 1.2.0 |
| com.google.cloud | google-cloud-spanner | 0.20.0b-beta |
| com.google.code.findbugs | jsr305 | 3.0.1 |
| com.google.code.gson | gson | 2.7 |
| com.google.guava | guava | 20.0 |
| com.google.http-client | google-http-client | 1.22.0 |
| com.google.http-client | google-http-client-jackson | 1.22.0 |
| com.google.http-client | google-http-client-jackson2 | 1.22.0 |
| com.google.http-client | google-http-client-protobuf | 1.20.0 |
| com.google.instrumentation | instrumentation-api | 0.3.0 |
| com.google.oauth-client | google-oauth-client | 1.22.0 |
| com.google.oauth-client | google-oauth-client-java6 | 1.20.0 |
| com.google.protobuf.nano | protobuf-javanano | 3.0.0-alpha-5 |
| com.google.protobuf | protobuf-java | 3.2.0 |
| com.google.protobuf | protobuf-java-util | 3.2.0 |
| commons-codec | commons-codec | 1.3 |
| commons-logging | commons-logging | 1.2 |
| com.squareup.okhttp | okhttp | 2.5.0 |
| com.squareup.okio | okio | 1.6.0 |
| com.thoughtworks.paranamer | paranamer | 2.7 |
| io.dropwizard.metrics | metrics-core | 3.1.2 |
| io.grpc | grpc-all | 1.2.0 |
| io.grpc | grpc-auth | 1.2.0 |
| io.grpc | grpc-context | 1.2.0 |
| io.grpc | grpc-core | 1.2.0 |
| io.grpc | grpc-netty | 1.2.0 |
| io.grpc | grpc-okhttp | 1.2.0 |
| io.grpc | grpc-protobuf | 1.2.0 |
| io.grpc | grpc-protobuf-lite | 1.2.0 |
| io.grpc | grpc-protobuf-nano | 1.2.0 |
| io.grpc | grpc-stub | 1.2.0 |
| io.netty | netty-buffer | 4.1.8.Final |
| io.netty | netty-codec | 4.1.8.Final |
| io.netty | netty-codec-http2 | 4.1.8.Final |
| io.netty | netty-codec-http | 4.1.8.Final |
| io.netty | netty-codec-socks | 4.1.8.Final |
| io.netty | netty-common | 4.1.8.Final |
| io.netty | netty-handler | 4.1.8.Final |
| io.netty | netty-handler-proxy | 4.1.8.Final |
| io.netty | netty-resolver | 4.1.8.Final |
| io.netty | netty-tcnative-boringssl-static | 1.1.33.Fork18 |
| io.netty | netty-transport | 4.1.8.Final |
| io.netty | netty-transport-native-epoll | linux-x86_64 |
| io.opencensus | opencensus-api | 0.7.0 |
| io.opencensus | opencensus-contrib-grpc-util | 0.7.0 |
| javax.servlet | javax.servlet-api | 3.1.0 |
| joda-time | joda-time | 2.4 |
| org.apache.avro | avro | 1.8.2 |
| org.apache.beam | beam-model-fn-execution | 2.4.0 |
| org.apache.beam | beam-model-job-management | 2.4.0 |
| org.apache.beam | beam-model-pipeline | 2.4.0 |
| org.apache.beam | beam-runners-core-construction-java | 2.4.0 |
| org.apache.beam | beam-runners-core-java | 2.4.0 |
| org.apache.beam | beam-runners-google-cloud-dataflow-java | 2.4.0 |
| org.apache.beam | beam-runners-java-fn-execution | 2.4.0 |
| org.apache.beam | beam-sdks-java-core | 2.4.0 |
| org.apache.beam | beam-sdks-java-extensions-google-cloud-platform-core | 2.4.0 |
| org.apache.beam | beam-sdks-java-extensions-protobuf | 2.4.0 |
| org.apache.beam | beam-sdks-java-io-google-cloud-platform | 2.4.0 |
| org.apache.commons | commons-compress | 1.8.1 |
| org.apache.httpcomponents | httpclient | 4.0.1 |
| org.apache.httpcomponents | httpcore | 4.0.1 |
| org.codehaus.jackson | jackson-core-asl | 1.9.13 |
| org.codehaus.jackson | jackson-mapper-asl | 1.9.13 |
| org.eclipse.jetty | jetty-http | 9.2.10.v20150310 |
| org.eclipse.jetty | jetty-io | 9.2.10.v20150310 |
| org.eclipse.jetty | jetty-security | 9.2.10.v20150310 |
| org.eclipse.jetty | jetty-server | 9.2.10.v20150310 |
| org.eclipse.jetty | jetty-servlet | 9.2.10.v20150310 |
| org.eclipse.jetty | jetty-util | 9.2.10.v20150310 |
| org.json | json | 20160810 |
| org.slf4j | slf4j-api | 1.7.25 |
| org.slf4j | slf4j-jdk14 | 1.7.25 |
| org.threeten | threetenbp | 1.3.3 |
| org.tukaani | xz | 1.5 |
| org.xerial.snappy | snappy-java | 1.1.4 |
또한 Dataflow 작업자는 classpath 앞에 추가된 다음 로깅 JAR로 시작합니다.
| GroupId | ArtifactId | 버전 |
|---|---|---|
| org.apache.logging.log4j | log4j-to-slf4j | 2.5 |
| org.slf4j | jcl-over-slf4j | 1.7.14 |
| org.slf4j | log4j-over-slf4j | 1.7.14 |
| org.slf4j | slf4j-api | 1.7.14 |
| org.slf4j | slf4j-jdk14 | 1.7.14 |
버전 2.3.0
자바용 Dataflow SDK 2.3.0에는 다음과 같은 컴파일 및 런타임 종속 항목이 있습니다.
| GroupId | ArtifactId | 버전 |
|---|---|---|
| com.fasterxml.jackson.core | jackson-annotations | 2.8.9 |
| com.fasterxml.jackson.core | jackson-core | 2.8.9 |
| com.fasterxml.jackson.core | jackson-databind | 2.8.9 |
| com.github.stephenc.findbugs | findbugs-annotations | 1.3.9-1 |
| com.google.api | api-common | 1.1.0 |
| com.google.api-client | google-api-client | 1.22.0 |
| com.google.api-client | google-api-client-jackson2 | 1.20.0 |
| com.google.api-client | google-api-client-java6 | 1.20.0 |
| com.google.api | gax | 1.3.1 |
| com.google.api | gax-grpc | 0.20.0 |
| com.google.api.grpc | grpc-google-cloud-pubsub-v1 | 0.1.18 |
| com.google.api.grpc | grpc-google-cloud-spanner-admin-database-v1 | 0.1.11 |
| com.google.api.grpc | grpc-google-cloud-spanner-admin-instance-v1 | 0.1.11 |
| com.google.api.grpc | grpc-google-cloud-spanner-v1 | 0.1.11 |
| com.google.api.grpc | grpc-google-common-protos | 0.1.0 |
| com.google.api.grpc | grpc-google-longrunning-v1 | 0.1.11 |
| com.google.api.grpc | proto-google-cloud-pubsub-v1 | 0.1.18 |
| com.google.api.grpc | proto-google-cloud-spanner-admin-database-v1 | 0.1.9 |
| com.google.api.grpc | proto-google-cloud-spanner-admin-instance-v1 | 0.1.11 |
| com.google.api.grpc | proto-google-cloud-spanner-v1 | 0.1.11 |
| com.google.api.grpc | proto-google-common-protos | 0.1.9 |
| com.google.api.grpc | proto-google-iam-v1 | 0.1.18 |
| com.google.api.grpc | proto-google-longrunning-v1 | 0.1.11 |
| com.google.apis | google-api-services-bigquery | v2-rev355-1.22.0 |
| com.google.apis | google-api-services-clouddebugger | v2-rev8-1.22.0 |
| com.google.apis | google-api-services-cloudresourcemanager | v1-rev6-1.22.0 |
| com.google.apis | google-api-services-dataflow | v1b3-rev221-1.22.0 |
| com.google.apis | google-api-services-pubsub | v1-rev10-1.22.0 |
| com.google.apis | google-api-services-storage | v1-rev71-1.22.0 |
| com.google.auth | google-auth-library-appengine | 0.7.0 |
| com.google.auth | google-auth-library-credentials | 0.7.1 |
| com.google.auth | google-auth-library-oauth2-http | 0.7.1 |
| com.google.auto | auto-common | 0.3 |
| com.google.auto.service | auto-service | 1.0-rc2 |
| com.google.cloud.bigdataoss | gcsio | 1.4.5 |
| com.google.cloud.bigdataoss | util | 1.4.5 |
| com.google.cloud.bigtable | bigtable-client-core | 1.0.0 |
| com.google.cloud.bigtable | bigtable-protos | 1.0.0-pre3 |
| com.google.cloud.datastore | datastore-v1-proto-client | 1.4.0 |
| com.google.cloud.datastore | datastore-v1-protos | 1.3.0 |
| com.google.cloud | google-cloud-core | 1.0.2 |
| com.google.cloud | google-cloud-core-grpc | 1.2.0 |
| com.google.cloud | google-cloud-spanner | 0.20.0-beta |
| com.google.code.findbugs | jsr305 | 3.0.1 |
| com.google.code.gson | gson | 2.7 |
| com.google.guava | guava | 20.0 |
| com.google.http-client | google-http-client | 1.22.0 |
| com.google.http-client | google-http-client-jackson | 1.22.0 |
| com.google.http-client | google-http-client-jackson2 | 1.22.0 |
| com.google.http-client | google-http-client-protobuf | 1.20.0 |
| com.google.instrumentation | instrumentation-api | 0.3.0 |
| com.google.oauth-client | google-oauth-client | 1.22.0 |
| com.google.oauth-client | google-oauth-client-java6 | 1.20.0 |
| com.google.protobuf.nano | protobuf-javanano | 3.0.0-alpha-5 |
| com.google.protobuf | protobuf-java | 3.2.0 |
| com.google.protobuf | protobuf-java-util | 3.2.0 |
| commons-codec | commons-codec | 1.3 |
| commons-logging | commons-logging | 1.2 |
| com.squareup.okhttp | okhttp | 2.5.0 |
| com.squareup.okio | okio | 1.6.0 |
| com.thoughtworks.paranamer | paranamer | 2.7 |
| io.dropwizard.metrics | metrics-core | 3.1.2 |
| io.grpc | grpc-all | 1.2.0 |
| io.grpc | grpc-auth | 1.2.0 |
| io.grpc | grpc-context | 1.2.0 |
| io.grpc | grpc-core | 1.2.0 |
| io.grpc | grpc-netty | 1.2.0 |
| io.grpc | grpc-okhttp | 1.2.0 |
| io.grpc | grpc-protobuf | 1.2.0 |
| io.grpc | grpc-protobuf-lite | 1.2.0 |
| io.grpc | grpc-protobuf-nano | 1.2.0 |
| io.grpc | grpc-stub | 1.2.0 |
| io.netty | netty-buffer | 4.1.8.Final |
| io.netty | netty-codec | 4.1.8.Final |
| io.netty | netty-codec-http2 | 4.1.8.Final |
| io.netty | netty-codec-http | 4.1.8.Final |
| io.netty | netty-codec-socks | 4.1.8.Final |
| io.netty | netty-common | 4.1.8.Final |
| io.netty | netty-handler | 4.1.8.Final |
| io.netty | netty-handler-proxy | 4.1.8.Final |
| io.netty | netty-resolver | 4.1.8.Final |
| io.netty | netty-tcnative-boringssl-static | 1.1.33.Fork18 |
| io.netty | netty-transport | 4.1.8.Final |
| io.netty | netty-transport-native-epoll | linux-x86_64 |
| io.opencensus | opencensus-api | 0.7.0 |
| io.opencensus | opencensus-contrib-grpc-util | 0.7.0 |
| javax.servlet | javax.servlet-api | 3.1.0 |
| joda-time | joda-time | 2.4 |
| org.apache.avro | avro | 1.8.2 |
| org.apache.beam | beam-model-fn-execution | 2.3.0 |
| org.apache.beam | beam-model-job-management | 2.3.0 |
| org.apache.beam | beam-model-pipeline | 2.3.0 |
| org.apache.beam | beam-runners-core-construction-java | 2.3.0 |
| org.apache.beam | beam-runners-core-java | 2.3.0 |
| org.apache.beam | beam-runners-google-cloud-dataflow-java | 2.3.0 |
| org.apache.beam | beam-runners-java-fn-execution | 2.3.0 |
| org.apache.beam | beam-sdks-java-core | 2.3.0 |
| org.apache.beam | beam-sdks-java-extensions-google-cloud-platform-core | 2.3.0 |
| org.apache.beam | beam-sdks-java-extensions-protobuf | 2.3.0 |
| org.apache.beam | beam-sdks-java-io-google-cloud-platform | 2.3.0 |
| org.apache.commons | commons-compress | 1.8.1 |
| org.apache.httpcomponents | httpclient | 4.0.1 |
| org.apache.httpcomponents | httpcore | 4.0.1 |
| org.codehaus.jackson | jackson-core-asl | 1.9.13 |
| org.codehaus.jackson | jackson-mapper-asl | 1.9.13 |
| org.eclipse.jetty | jetty-http | 9.2.10.v20150310 |
| org.eclipse.jetty | jetty-io | 9.2.10.v20150310 |
| org.eclipse.jetty | jetty-security | 9.2.10.v20150310 |
| org.eclipse.jetty | jetty-server | 9.2.10.v20150310 |
| org.eclipse.jetty | jetty-servlet | 9.2.10.v20150310 |
| org.eclipse.jetty | jetty-util | 9.2.10.v20150310 |
| org.json | json | 20160810 |
| org.slf4j | slf4j-api | 1.7.25 |
| org.slf4j | slf4j-jdk14 | 1.7.25 |
| org.threeten | threetenbp | 1.3.3 |
| org.tukaani | xz | 1.5 |
| org.xerial.snappy | snappy-java | 1.1.4 |
또한 Dataflow 작업자는 classpath 앞에 추가된 다음 로깅 JAR로 시작합니다.
| GroupId | ArtifactId | 버전 |
|---|---|---|
| org.apache.logging.log4j | log4j-to-slf4j | 2.5 |
| org.slf4j | jcl-over-slf4j | 1.7.14 |
| org.slf4j | log4j-over-slf4j | 1.7.14 |
| org.slf4j | slf4j-api | 1.7.14 |
| org.slf4j | slf4j-jdk14 | 1.7.14 |
버전 2.2.0
자바용 Dataflow SDK 2.2.0에는 다음과 같은 컴파일 및 런타임 종속 항목이 있습니다.
| GroupId | ArtifactId | 버전 |
|---|---|---|
| com.fasterxml.jackson.core | jackson-annotations | 2.8.9 |
| com.fasterxml.jackson.core | jackson-core | 2.8.9 |
| com.fasterxml.jackson.core | jackson-databind | 2.8.9 |
| com.google.api-client | google-api-client | 1.22.0 |
| com.google.api-client | google-api-client-jackson2 | 1.22.0 |
| com.google.api-client | google-api-client-java6 | 1.22.0 |
| com.google.api.grpc | grpc-google-cloud-pubsub-v1 | 0.1.18 |
| com.google.api.grpc | grpc-google-cloud-spanner-admin-database-v1 | 0.1.11 |
| com.google.api.grpc | grpc-google-cloud-spanner-admin-instance-v1 | 0.1.11 |
| com.google.api.grpc | grpc-google-cloud-spanner-v1 | 0.1.11 |
| com.google.api.grpc | grpc-google-common-protos | 0.1.9 |
| com.google.api.grpc | grpc-google-longrunning-v1 | 0.1.11 |
| com.google.api.grpc | proto-google-cloud-pubsub-v1 | 0.1.18 |
| com.google.api.grpc | proto-google-cloud-spanner-admin-database-v1 | 0.1.9 |
| com.google.api.grpc | proto-google-cloud-spanner-admin-instance-v1 | 0.1.11 |
| com.google.api.grpc | proto-google-cloud-spanner-v1 | 0.1.11 |
| com.google.api.grpc | proto-google-common-protos | 0.1.9 |
| com.google.api.grpc | proto-google-iam-v1 | 0.1.18 |
| com.google.api.grpc | proto-google-longrunning-v1 | 0.1.11 |
| com.google.apis | google-api-services-bigquery | v2-rev355-1.22.0 |
| com.google.apis | google-api-services-clouddebugger | v2-rev8-1.22.0 |
| com.google.apis | google-api-services-cloudresourcemanager | v1-rev6-1.22.0 |
| com.google.apis | google-api-services-dataflow | v1b3-rev213-1.22.0 |
| com.google.apis | google-api-services-pubsub | v1-rev10-1.22.0 |
| com.google.apis | google-api-services-storage | v1-rev71-1.22.0 |
| com.google.api | api-common | 1.0.0-rc2 |
| com.google.api | gax | 1.3.1 |
| com.google.api | gax-grpc | 0.20.0 |
| com.google.auth | google-auth-library-appengine | 0.7.0 |
| com.google.auth | google-auth-library-credentials | 0.7.1 |
| com.google.auth | google-auth-library-oauth2-http | 0.7.1 |
| com.google.auto.service | auto-service | 1.0-rc2 |
| com.google.auto | auto-common | 0.3 |
| com.google.cloud.bigdataoss | gcsio | 1.4.5 |
| com.google.cloud.bigdataoss | util | 1.4.5 |
| com.google.cloud.bigtable | bigtable-client-core | 1.0.0-pre3 |
| com.google.cloud.bigtable | bigtable-protos | 1.0.0-pre3 |
| com.google.cloud.datastore | datastore-v1-proto-client | 1.4.0 |
| com.google.cloud | google-cloud-core | 1.0.2 |
| com.google.cloud | google-cloud-core-grpc | 1.2.0 |
| com.google.cloud | google-cloud-spanner | 0.20.0-beta |
| com.google.code.findbugs | jsr305 | 3.0.1 |
| com.google.code.gson | gson | 2.7 |
| com.google.errorprone | error_prone_annotations | 2.0.15 |
| com.google.guava | guava | 20.0 |
| com.google.http-client | google-http-client | 1.22.0 |
| com.google.http-client | google-http-client-jackson | 1.22.0 |
| com.google.http-client | google-http-client-jackson2 | 1.22.0 |
| com.google.http-client | google-http-client-protobuf | 1.22.0 |
| com.google.instrumentation | instrumentation-api | 0.3.0 |
| com.google.oauth-client | google-oauth-client | 1.22.0 |
| com.google.oauth-client | google-oauth-client-java6 | 1.22.0 |
| com.google.protobuf.nano | protobuf-javanano | 3.0.0-alpha-5 |
| com.google.protobuf | protobuf-java | 3.2.0 |
| com.google.protobuf | protobuf-java-util | 3.2.0 |
| commons-codec | commons-codec | 1.3 |
| commons-logging | commons-logging | 1.2 |
| com.squareup.okhttp | okhttp | 2.5.0 |
| com.squareup.okio | okio | 1.6.0 |
| com.thoughtworks.paranamer | paranamer | 2.7 |
| io.dropwizard.metrics | metrics-core | 3.1.2 |
| io.grpc | grpc-all | 1.2.0 |
| io.grpc | grpc-auth | 1.2.0 |
| io.grpc | grpc-context | 1.2.0 |
| io.grpc | grpc-core | 1.2.0 |
| io.grpc | grpc-netty | 1.2.0 |
| io.grpc | grpc-okhttp | 1.2.0 |
| io.grpc | grpc-protobuf | 1.2.0 |
| io.grpc | grpc-protobuf-lite | 1.2.0 |
| io.grpc | grpc-protobuf-nano | 1.2.0 |
| io.grpc | grpc-stub | 1.2.0 |
| io.netty | netty-buffer | 4.1.8.Final |
| io.netty | netty-codec | 4.1.8.Final |
| io.netty | netty-codec-http2 | 4.1.8.Final |
| io.netty | netty-codec-http | 4.1.8.Final |
| io.netty | netty-codec-socks | 4.1.8.Final |
| io.netty | netty-common | 4.1.8.Final |
| io.netty | netty-handler | 4.1.8.Final |
| io.netty | netty-handler-proxy | 4.1.8.Final |
| io.netty | netty-resolver | 4.1.8.Final |
| io.netty | netty-tcnative-boringssl-static | 1.1.33.Fork26 |
| io.netty | netty-transport | 4.1.8.Final |
| joda-time | joda-time | 2.4 |
| org.apache.avro | avro | 1.8.2 |
| org.apache.beam | beam-sdks-common-runner-api | 2.2.0 |
| org.apache.beam | beam-sdks-java-core | 2.2.0 |
| org.apache.beam | beam-sdks-java-extensions-google-cloud-platform-core | 2.2.0 |
| org.apache.beam | beam-sdks-java-extensions-protobuf | 2.2.0 |
| org.apache.beam | beam-sdks-java-io-google-cloud-platform | 2.2.0 |
| org.apache.commons | commons-compress | 1.14 |
| org.apache.httpcomponents | httpclient | 4.0.1 |
| org.apache.httpcomponents | httpcore | 4.0.1 |
| org.codehaus.jackson | jackson-core-asl | 1.9.13 |
| org.codehaus.jackson | jackson-mapper-asl | 1.9.13 |
| org.json | json | 20160810 |
| org.slf4j | slf4j-api | 1.7.25 |
| org.threeten | threetenbp | 1.3.3 |
| org.tukaani | xz | 1.5 |
| org.xerial.snappy | snappy-java | 1.1.4 |
또한 Dataflow 작업자는 classpath 앞에 추가된 다음 로깅 JAR로 시작합니다.
| GroupId | ArtifactId | 버전 |
|---|---|---|
| org.apache.logging.log4j | log4j-to-slf4j | 2.5 |
| org.slf4j | jcl-over-slf4j | 1.7.14 |
| org.slf4j | log4j-over-slf4j | 1.7.14 |
| org.slf4j | slf4j-api | 1.7.14 |
| org.slf4j | slf4j-jdk14 | 1.7.14 |
버전 2.1.0
자바용 Dataflow SDK 2.1.0에는 다음과 같은 컴파일 및 런타임 종속 항목이 있습니다.
| GroupId | ArtifactId | 버전 |
|---|---|---|
| com.fasterxml.jackson.core | jackson-annotations | 2.8.8 |
| com.fasterxml.jackson.core | jackson-core | 2.8.8 |
| com.fasterxml.jackson.core | jackson-databind | 2.8.8 |
| com.google.api-client | google-api-client | 1.22.0 |
| com.google.api-client | google-api-client-jackson2 | 1.20.0 |
| com.google.api-client | google-api-client-java6 | 1.20.0 |
| com.google.api.grpc | grpc-google-cloud-spanner-admin-database-v1 | 0.1.11 |
| com.google.api.grpc | grpc-google-cloud-spanner-admin-instance-v1 | 0.1.11 |
| com.google.api.grpc | grpc-google-cloud-spanner-v1 | 0.1.11 |
| com.google.api.grpc | grpc-google-common-protos | 0.1.0 |
| com.google.api.grpc | grpc-google-iam-v1 | 0.1.0 |
| com.google.api.grpc | grpc-google-longrunning-v1 | 0.1.11 |
| com.google.api.grpc | grpc-google-pubsub-v1 | 0.1.0 |
| com.google.api.grpc | proto-google-cloud-spanner-admin-database-v1 | 0.1.9 |
| com.google.api.grpc | proto-google-cloud-spanner-admin-instance-v1 | 0.1.11 |
| com.google.api.grpc | proto-google-cloud-spanner-v1 | 0.1.11 |
| com.google.api.grpc | proto-google-common-protos | 0.1.9 |
| com.google.api.grpc | proto-google-iam-v1 | 0.1.11 |
| com.google.api.grpc | proto-google-longrunning-v1 | 0.1.11 |
| com.google.apis | google-api-services-bigquery | v2-rev295-1.22.0 |
| com.google.apis | google-api-services-clouddebugger | v2-rev8-1.22.0 |
| com.google.apis | google-api-services-cloudresourcemanager | v1-rev6-1.22.0 |
| com.google.apis | google-api-services-dataflow | v1b3-rev196-1.22.0 |
| com.google.apis | google-api-services-pubsub | v1-rev10-1.22.0 |
| com.google.apis | google-api-services-storage | v1-rev71-1.22.0 |
| com.google.api | api-common | 1.1.0 |
| com.google.api | gax | 1.3.1 |
| com.google.api | gax-grpc | 0.20.0 |
| com.google.auth | google-auth-library-appengine | 0.6.1 |
| com.google.auth | google-auth-library-credentials | 0.7.1 |
| com.google.auth | google-auth-library-oauth2-http | 0.7.1 |
| com.google.auto.service | auto-service | 1.0-rc2 |
| com.google.auto | auto-common | 0.3 |
| com.google.cloud.bigdataoss | gcsio | 1.4.5 |
| com.google.cloud.bigdataoss | util | 1.4.5 |
| com.google.cloud.bigtable | bigtable-client-core | 0.9.7.1 |
| com.google.cloud.bigtable | bigtable-protos | 0.9.7.1 |
| com.google.cloud.datastore | datastore-v1-proto-client | 1.4.0 |
| com.google.cloud.datastore | datastore-v1-protos | 1.3.0 |
| com.google.cloud | google-cloud-core | 1.0.2 |
| com.google.cloud | google-cloud-core-grpc | 1.2.0 |
| com.google.cloud | google-cloud-spanner | 0.20.0-beta |
| com.google.code.findbugs | jsr305 | 3.0.1 |
| com.google.code.gson | gson | 2.7 |
| com.google.guava | guava | 20.0 |
| com.google.http-client | google-http-client | 1.22.0 |
| com.google.http-client | google-http-client-jackson | 1.22.0 |
| com.google.http-client | google-http-client-jackson2 | 1.22.0 |
| com.google.http-client | google-http-client-protobuf | 1.20.0 |
| com.google.instrumentation | instrumentation-api | 0.3.0 |
| com.google.oauth-client | google-oauth-client | 1.22.0 |
| com.google.oauth-client | google-oauth-client-java6 | 1.20.0 |
| com.google.protobuf.nano | protobuf-javanano | 3.0.0-alpha-5 |
| com.google.protobuf | protobuf-java | 3.2.0 |
| com.google.protobuf | protobuf-java-util | 3.2.0 |
| commons-codec | commons-codec | 1.3 |
| commons-logging | commons-logging | 1.2 |
| com.squareup.okhttp | okhttp | 2.5.0 |
| com.squareup.okio | okio | 1.6.0 |
| com.thoughtworks.paranamer | paranamer | 2.7 |
| io.dropwizard.metrics | metrics-core | 3.1.2 |
| io.grpc | grpc-all | 1.2.0 |
| io.grpc | grpc-auth | 1.2.0 |
| io.grpc | grpc-context | 1.2.0 |
| io.grpc | grpc-core | 1.2.0 |
| io.grpc | grpc-netty | 1.2.0 |
| io.grpc | grpc-okhttp | 1.2.0 |
| io.grpc | grpc-protobuf | 1.2.0 |
| io.grpc | grpc-protobuf-lite | 1.2.0 |
| io.grpc | grpc-protobuf-nano | 1.2.0 |
| io.grpc | grpc-stub | 1.2.0 |
| io.netty | netty-buffer | 4.1.8.Final |
| io.netty | netty-codec | 4.1.8.Final |
| io.netty | netty-codec-http2 | 4.1.8.Final |
| io.netty | netty-codec-http | 4.1.8.Final |
| io.netty | netty-codec-socks | 4.1.8.Final |
| io.netty | netty-common | 4.1.8.Final |
| io.netty | netty-handler | 4.1.8.Final |
| io.netty | netty-handler-proxy | 4.1.8.Final |
| io.netty | netty-resolver | 4.1.8.Final |
| io.netty | netty-tcnative-boringssl-static | 1.1.33.Fork18 |
| io.netty | netty-transport | 4.1.8.Final |
| io.netty | netty-transport-native-epoll | linux-x86_64:4.1.8.Final |
| javax.servlet | javax.servlet-api | 3.1.0 |
| joda-time | joda-time | 2.4 |
| org.apache.avro | avro | 1.8.1 |
| org.apache.beam | beam-runners-core-construction-java | 2.1.0 |
| org.apache.beam | beam-runners-core-java | 2.1.0 |
| org.apache.beam | beam-runners-google-cloud-dataflow-java | 2.1.0 |
| org.apache.beam | beam-sdks-common-fn-api | 2.1.0 |
| org.apache.beam | beam-sdks-common-runner-api | 2.1.0 |
| org.apache.beam | beam-sdks-java-core | 2.1.0 |
| org.apache.beam | beam-sdks-java-extensions-google-cloud-platform-core | 2.1.0 |
| org.apache.beam | beam-sdks-java-extensions-protobuf | 2.1.0 |
| org.apache.beam | beam-sdks-java-harness | 2.1.0 |
| org.apache.beam | beam-sdks-java-io-google-cloud-platform | 2.1.0 |
| org.apache.commons | commons-compress | 1.8.1 |
| org.apache.httpcomponents | httpclient | 4.0.1 |
| org.apache.httpcomponents | httpcore | 4.0.1 |
| org.codehaus.jackson | jackson-core-asl | 1.9.13 |
| org.codehaus.jackson | jackson-mapper-asl | 1.9.13 |
| org.eclipse.jetty | jetty-http | 9.2.10.v20150310 |
| org.eclipse.jetty | jetty-io | 9.2.10.v20150310 |
| org.eclipse.jetty | jetty-security | 9.2.10.v20150310 |
| org.eclipse.jetty | jetty-server | 9.2.10.v20150310 |
| org.eclipse.jetty | jetty-servlet | 9.2.10.v20150310 |
| org.eclipse.jetty | jetty-util | 9.2.10.v20150310 |
| org.json | json | 20160810 |
| org.slf4j | slf4j-api | 1.7.14 |
| org.slf4j | slf4j-jdk14 | 1.7.14 |
| org.threeten | threetenbp | 1.3.3 |
| org.tukaani | xz | 1.5 |
| org.xerial.snappy | snappy-java | 1.1.4-M3 |
또한 Dataflow 작업자는 classpath 앞에 추가된 다음 로깅 JAR로 시작합니다.
| GroupId | ArtifactId | 버전 |
|---|---|---|
| org.apache.logging.log4j | log4j-to-slf4j | 2.5 |
| org.slf4j | jcl-over-slf4j | 1.7.14 |
| org.slf4j | log4j-over-slf4j | 1.7.14 |
| org.slf4j | slf4j-api | 1.7.14 |
| org.slf4j | slf4j-jdk14 | 1.7.14 |
Python용 SDK
버전 2.5.0
Python용 Dataflow SDK 2.5.0에는 다음과 같은 종속 항목이 있습니다.
| 패키지 | 버전 |
|---|---|
| avro | >=1.8.1, <2.0.0 |
| crcmod | >=1.7, <2.0 |
| dill | 0.2.6 |
| future | >=0.16.0, <1.0.0 |
| futures | >=3.1.1, <4.0.0 |
| google-apitools | >=0.5.18, <=0.5.20 |
| google-cloud-pubsub | 0.26.0 |
| google-cloud-bigquery | 0.25.0 |
| googledatastore | 7.0.1 |
| grpcio | >=1.8, <2.0 |
| hdfs | >=2.1.0, <3.0.0 |
| httplib2 | >=0.8, <0.10 |
| mock | >=1.0.1, <3.0.0 |
| nose | >=1.3.7 |
| oauth2client | >=2.0.1, <5.0.0 |
| proto-google-cloud-datastore-v1 | >=0.90.0, <=0.90.4 |
| proto-google-cloud-pubsub-v1 | 0.15.4 |
| protobuf | >=3.5.0.post1, <4 |
| pyhamcrest | >=1.9, <2.0 |
| pytz | >=2018.3 |
| pyvcf | >=0.6.8, <0.7.0 |
| pyyaml | >=3.12, <4.0.0 |
| six | >=1.9, <1.12 |
| typing | >=3.6.0, <3.7.0 |
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
| 패키지 | 버전 |
|---|---|
| avro | 1.8.2 |
| beautifulsoup4 | 4.5.1 |
| bs4 | 0.0.1 |
| crcmod | 1.7 |
| cython | 0.28.1 |
| dill | 0.2.6 |
| future | 0.16.0 |
| futures | 3.1.1 |
| grpcio | 1.10.0 |
| google-apitools | 0.5.20 |
| google-cloud-bigquery | 0.25.0 |
| google-cloud-pubsub | 0.26.0 |
| google-python-cloud-debugger | 1.9.1 |
| googledatastore | 7.0.1 |
| guppy | 0.1.10 |
| hdfs | 2.1.0 |
| httplib2 | 0.9.2 |
| mock | 2.0.0 |
| nltk | 3.2.1 |
| nose | 1.3.7 |
| numpy | 1.13.3 |
| oauth2client | 4.1.2 |
| pandas | 0.18.1 |
| pillow | 3.4.1 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| proto-google-cloud-pubsub-v1 | 0.15.4 |
| protobuf | 3.5.1 |
| protorpc | 0.11.1 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.1 |
| pytz | 2018.4 |
| pyvcf | 0.6.8 |
| pyyaml | 3.12 |
| requests | 2.18.4 |
| scikit-learn | 0.19.1 |
| scipy | 1.0.0 |
| six | 1.10.0 |
| tensorflow | 1.8.0 |
| typing | 3.6.1 |
| wheel | 0.29.0 |
버전 2.4.0
Python용 Dataflow SDK 2.4.0에는 다음과 같은 종속 항목이 있습니다.
| 패키지 | 버전 |
|---|---|
| avro | >=1.8.1, <2.0.0 |
| crcmod | >=1.7, <2.0 |
| dill | 0.2.6 |
| futures | >=3.1.1, <4.0.0 |
| google-apitools | >=0.5.18, <=0.5.20 |
| google-cloud-pubsub | 0.26.0 |
| google-cloud-bigquery | 0.25.0 |
| googledatastore | 7.0.1 |
| grpcio | >=1.0, <2.0 |
| hdfs | >=2.1.0, <3.0.0 |
| httplib2 | >=0.8, <0.10 |
| mock | >=1.0.1, <3.0.0 |
| nose | >=1.0 |
| oauth2client | >=2.0.1, <5.0.0 |
| proto-google-cloud-datastore-v1 | >=0.90.0, <=0.90.4 |
| protobuf | >=3.5.0.post1, <4 |
| pyhamcrest | >=1.9, <2.0 |
| pyvcf | >=0.6.8, <0.7.0 |
| pyyaml | >=3.12, <4.0.0 |
| six | >=1.9, <1.12 |
| typing | >=3.6.0, <3.7.0 |
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
| 패키지 | 버전 |
|---|---|
| avro | 1.8.2 |
| beautifulsoup4 | 4.5.1 |
| bs4 | 0.0.1 |
| crcmod | 1.7 |
| cython | 0.27.3 |
| dill | 0.2.6 |
| futures | 3.1.1 |
| grpcio | 1.3.0 |
| google-apitools | 0.5.20 |
| google-cloud-bigquery | 0.25.0 |
| google-cloud-pubsub | 0.26.0 |
| google-python-cloud-debugger | 1.9.1 |
| googledatastore | 7.0.1 |
| guppy | 0.1.10 |
| hdfs3 | 0.3.0 |
| httplib2 | 0.9.2 |
| mock | 2.0.0 |
| nltk | 3.2.1 |
| nose | 1.3.7 |
| numpy | 1.13.3 |
| oauth2client | 4.1.2 |
| pandas | 0.18.1 |
| pillow | 3.4.1 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| protobuf | 3.5.1 |
| protorpc | 0.11.1 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.1 |
| pyvcf | 0.6.8 |
| pyyaml | 3.12 |
| requests | 2.18.4 |
| scikit-learn | 0.19.1 |
| scipy | 1.0.0 |
| six | 1.10.0 |
| tensorflow | 1.6.0 |
| typing | 3.6.1 |
| wheel | 0.29.0 |
버전 2.3.0
Python용 Dataflow SDK 2.3.0에는 다음과 같은 종속 항목이 있습니다.
| 패키지 | 버전 |
|---|---|
| avro | >=1.8.1, <2.0.0 |
| crcmod | >=1.7, <2.0 |
| dill | 0.2.6 |
| futures | >=3.1.1, <4.0.0 |
| google-apitools | >=0.5.18, <=0.5.20 |
| google-cloud-pubsub | 0.26.0 |
| google-cloud-bigquery | 0.25.0 |
| googledatastore | 7.0.1 |
| grpcio | >=1.0, <2.0 |
| hdfs2 | >=0.3.0, <4.0.0 |
| httplib2 | >=0.8, <0.10 |
| mock | >=1.0.1, <3.0.0 |
| nose | >=1.0 |
| oauth2client | >=2.0.1, <5.0.0 |
| proto-google-cloud-datastore-v1 | >=0.90.0, <=0.90.4 |
| protobuf | >=3.5.0.post1, <4 |
| pyhamcrest | >=1.9, <2.0 |
| pyvcf | >=0.6.8, <0.7.0 |
| pyyaml | >=3.12, <4.0.0 |
| six | >=1.9, <1.11 |
| typing | >=3.6.0, <3.7.0 |
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다. 참고: 이 버전에서는 Dataflow 작업자 컨테이너 OS가 Debian 8에서 Debian 9로 업그레이드되었습니다.
| 패키지 | 버전 |
|---|---|
| avro | 1.8.2 |
| beautifulsoup4 | 4.5.1 |
| bs4 | 0.0.1 |
| crcmod | 1.7 |
| cython | 0.27.3 |
| dill | 0.2.6 |
| futures | 3.1.1 |
| grpcio | 1.3.0 |
| google-apitools | 0.5.20 |
| google-cloud-bigquery | 0.25.0 |
| google-cloud-pubsub | 0.26.0 |
| google-python-cloud-debugger | 1.9.1 |
| googledatastore | 7.0.1 |
| guppy | 0.1.10 |
| hdfs3 | 0.3.0 |
| httplib2 | 0.9.2 |
| mock | 2.0.0 |
| nltk | 3.2.1 |
| nose | 1.3.7 |
| numpy | 1.13.3 |
| oauth2client | 4.1.2 |
| pandas | 0.18.1 |
| pillow | 3.4.1 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| protobuf | 3.5.1 |
| protorpc | 0.11.1 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.1 |
| pyvcf | 0.6.8 |
| pyyaml | 3.12 |
| requests | 2.18.4 |
| scikit-learn | 0.19.1 |
| scipy | 1.0.0 |
| six | 1.10.0 |
| tensorflow | 1.5.0 |
| typing | 3.6.1 |
| wheel | 0.29.0 |
버전 2.2.0
Python용 Dataflow SDK 2.2.0에는 다음과 같은 종속 항목이 있습니다.
| 패키지 | 버전 |
|---|---|
| avro | >=1.8.1, <2.0.0 |
| crcmod | >=1.7, <2.0 |
| dill | 0.2.6 |
| google-apitools | >=0.5.10, <=0.5.11 |
| google-cloud-pubsub | 0.26.0 |
| google-cloud-bigquery | 0.25.0 |
| googledatastore | 7.0.1 |
| grpcio | >=1.0, <2.0 |
| httplib2 | >=0.8, <0.10 |
| mock | >=1.0.1, <3.0.0 |
| nose | >=1.0 |
| oauth2client | >=2.0.1, <4.0.0 |
| proto-google-cloud-datastore-v1 | >=0.90.0, <=0.90.4 |
| protobuf | >=3.2.0, <=3.3.0 |
| pyhamcrest | >=1.9, <2.0 |
| pyyaml | >=3.12, <4.0.0 |
| six | >=1.9, <1.11 |
| typing | >=3.6.0, <3.7.0 |
Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.
| 패키지 | 버전 |
|---|---|
| avro | 1.8.2 |
| beautifulsoup4 | 4.5.1 |
| bs4 | 0.0.1 |
| crcmod | 1.7 |
| cython | 0.27.2 |
| dill | 0.2.6 |
| grpcio | 0.3.0 |
| google-apitools | 0.5.11 |
| google-cloud-bigquery | 0.25.0 |
| google-cloud-pubsub | 0.26.0 |
| google-python-cloud-debugger | 1.9.1 |
| googledatastore | 7.0.1 |
| guppy | 0.1.10 |
| httplib2 | 0.9.2 |
| mock | 2.0.0 |
| nltk | 3.2.1 |
| nose | 1.3.7 |
| numpy | 1.13.3 |
| oauth2client | 3.0.0 |
| pandas | 0.18.1 |
| pillow | 3.4.1 |
| proto-google-cloud-datastore-v1 | 0.90.4 |
| protobuf | 3.3.0 |
| protorpc | 0.11.1 |
| python-gflags | 3.0.6 |
| python-snappy | 0.5.1 |
| pyyaml | 3.12 |
| requests | 2.18.4 |
| scikit-learn | 0.17.1 |
| scipy | 1.0.0 |
| six | 1.10.0 |
| tensorflow | 1.4.0 |
| typing | 3.6.1 |
| wheel | 0.29.0 |
Dataflow 1.x SDK
자바용 SDK
버전 1.9.1
자바용 Dataflow SDK 1.9.1에는 다음과 같은 컴파일 및 런타임 종속 항목이 있습니다.
| GroupId | ArtifactId | 버전 |
|---|---|---|
| com.fasterxml.jackson.core | jackson-annotations | 2.7.0 |
| com.fasterxml.jackson.core | jackson-core | 2.7.0 |
| com.fasterxml.jackson.core | jackson-databind | 2.7.0 |
| com.google.api-client | google-api-client-jackson2 | 1.22.0 |
| com.google.api-client | google-api-client-java6 | 1.22.0 |
| com.google.api-client | google-api-client | 1.22.0 |
| com.google.api.grpc | grpc-core-proto | 0.0.3 |
| com.google.api.grpc | grpc-pubsub-v1 | 0.0.2 |
| com.google.apis | google-api-services-bigquery | v2-rev295-1.22.0 |
| com.google.apis | google-api-services-clouddebugger | v2-rev8-1.22.0 |
| com.google.apis | google-api-services-dataflow | v1b3-rev36-1.22.0 |
| com.google.apis | google-api-services-datastore-protobuf | v1beta2-rev1-4.0.0 |
| com.google.apis | google-api-services-pubsub | v1-rev10-1.22.0 |
| com.google.apis | google-api-services-storage | v1-rev71-1.22.0 |
| com.google.auth | google-auth-library-credentials | 0.4.0 |
| com.google.auth | google-auth-library-oauth2-http | 0.4.0 |
| com.google.auto.service | auto-service | 1.0-rc2 |
| com.google.auto | auto-common | 0.3 |
| com.google.cloud.bigdataoss | gcsio | 1.4.5 |
| com.google.cloud.bigdataoss | util | 1.4.5 |
| com.google.cloud.bigtable | bigtable-protos | 0.3.0 |
| com.google.cloud.datastore | datastore-v1-proto-client | 1.1.0 |
| com.google.cloud.datastore | datastore-v1-protos | 1.0.1 |
| com.google.code.findbugs | jsr305 | 3.0.1 |
| com.google.http-client | google-http-client-jackson | 1.22.0 |
| com.google.http-client | google-http-client-jackson2 | 1.22.0 |
| com.google.http-client | google-http-client-protobuf | 1.22.0 |
| com.google.oauth-client | google-oauth-client-java6 | 1.22.0 |
| com.google.oauth-client | google-oauth-client | 1.22.0 |
| com.google.protobuf.nano | protobuf-javanano | 3.0.0-alpha-5 |
| com.google.protobuf | protobuf-java | 3.0.0-beta-1 |
| com.squareup.okhttp | okhttp | 2.5.0 |
| com.squareup.okio | okio | 1.6.0 |
| com.thoughtworks.paranamer | paranamer | 2.3 |
| commons-codec | commons-codec | 1.3 |
| commons-logging | commons-logging | 1.1.1 |
| io.grpc | grpc-all | 0.13.1 |
| io.grpc | grpc-auth | 0.13.1 |
| io.grpc | grpc-core | 0.13.1 |
| io.grpc | grpc-netty | 0.13.1 |
| io.grpc | grpc-okhttp | 0.13.1 |
| io.grpc | grpc-protobuf-nano | 0.13.1 |
| io.grpc | grpc-protobuf | 0.13.1 |
| io.grpc | grpc-stub | 0.13.1 |
| io.netty | netty-buffer | 4.1.0.CR1 |
| io.netty | netty-codec-http | 4.1.0.CR1 |
| io.netty | netty-codec-http2 | 4.1.0.CR1 |
| io.netty | netty-codec | 4.1.0.CR1 |
| io.netty | netty-common | 4.1.0.CR1 |
| io.netty | netty-handler | 4.1.0.CR1 |
| io.netty | netty-resolver | 4.1.0.CR1 |
| io.netty | netty-transport | 4.1.0.CR1 |
| joda-time | joda-time | 2.4 |
| org.apache.avro | avro | 1.7.7 |
| org.apache.commons | commons-compress | 1.9 |
| org.apache.httpcomponents | httpclient | 4.0.1 |
| org.apache.httpcomponents | httpcore | 4.0.1 |
| org.codehaus.jackson | jackson-core-asl | 1.9.13 |
| org.codehaus.jackson | jackson-mapper-asl | 1.9.13 |
| org.codehaus.woodstox | stax2-api | 3.1.4 |
| org.codehaus.woodstox | woodstox-core-asl | 4.4.1 |
| org.slf4j | slf4j-api | 1.7.14 |
| org.tukaani | xz | 1.5 |
| org.xerial.snappy | snappy-java | 1.1.2.1 |
또한 Dataflow 작업자는 classpath 앞에 추가된 다음 로깅 JAR로 시작합니다.
| GroupId | ArtifactId | 버전 |
|---|---|---|
| org.apache.logging.log4j | log4j-to-slf4j | 2.5 |
| org.slf4j | jcl-over-slf4j | 1.7.14 |
| org.slf4j | log4j-over-slf4j | 1.7.14 |
| org.slf4j | slf4j-api | 1.7.14 |
| org.slf4j | slf4j-jdk14 | 1.7.14 |