SDK 및 작업자 종속 항목

Apache Beam SDK와 Cloud 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 Cloud Dataflow SDK 출시 버전별 종속 항목과 작업자 패키지 정보가 포함되어 있습니다.

Apache Beam 2.x SDK

자바용 SDK

참고: 자바용 Apache Beam SDK의 종속 항목 정보는 자바용 Apache Beam SDK 종속 항목 페이지를 참조하세요.

Python용 SDK

참고: Python용 Apache Beam SDK의 종속 항목 정보는 Python용 Apache Beam SDK 종속 항목 페이지를 참조하세요.

버전 2.16.0

Cloud Dataflow 작업자에는 다음 패키지가 이미 설치되어 있습니다.

Python 2.7.13

패키지버전
absl-py0.8.1
astor0.8.0
atomicwrites1.3.0
attrs19.2.0
avro1.8.2
backports.functools-lru-cache1.5
backports.weakref1.0.post1
beautifulsoup44.7.1
bs40.0.1
cachetools3.1.1
certifi2019.9.11
chardet3.0.4
configparser4.0.2
contextlib20.6.0
crcmod1.7
Cython0.29.10
dill0.3.0
docopt0.6.2
enum341.1.6
fastavro0.21.24
fasteners0.15
funcsigs1.0.2
functools323.2.3.post2
future0.17.1
futures3.2.0
gast0.2.2
google-api-core1.14.3
google-api-python-client1.7.11
google-apitools0.5.28
google-auth1.6.3
google-auth-httplib20.0.3
google-cloud-bigquery1.17.0
google-cloud-bigtable1.0.0
google-cloud-core1.0.3
google-cloud-datastore1.7.4
google-cloud-pubsub1.0.0
google-pasta0.1.7
google-python-cloud-debugger1.9
google-resumable-media0.4.1
googleapis-common-protos1.6.0
googledatastore7.0.2
grpc-google-iam-v10.12.3
grpcio1.23.0
guppy0.1.10
h5py2.10.0
hdfs2.5.8
httplib20.12.0
idna2.8
importlib-metadata0.23
Keras-Applications1.0.8
Keras-Preprocessing1.1.0
Markdown3.1.1
mock2.0.0
monotonic1.5
more-itertools5.0.0
nltk3.4.3
nose1.3.7
nose-xunitmp0.4.1
numpy1.16.5
oauth2client3.0.0
opt-einsum2.3.2
pandas0.24.2
pathlib22.3.5
pbr5.4.3
Pillow6.0.0
pip19.2.3
pluggy0.13.0
proto-google-cloud-datastore-v10.90.4
protobuf3.9.1
protorpc0.12.0
py1.8.0
pyarrow0.14.1
pyasn10.4.7
pyasn1-modules0.2.6
pydot1.4.1
pymongo3.8.0
pyparsing2.4.2
pytest4.4.0
python-dateutil2.8.0
python-gflags3.0.6
python-snappy0.5.4
pytz2019.2
PyVCF0.6.8
PyYAML3.13
requests2.22.0
rsa4.0
scandir1.10.0
scikit-learn0.20.3
scipy1.2.2
setuptools41.4.0
singledispatch3.4.0.3
six1.12.0
soupsieve1.9.4
tensorboard1.15.0
tensorflow-cpu1.15.0rc3
tensorflow-estimator1.15.1
termcolor1.1.0
typing3.6.6
uritemplate3.0.0
urllib31.25.6
Werkzeug0.16.0
wheel0.33.6
wrapt1.11.2
zipp0.6.0

Python 3.5.7

패키지버전
absl-py0.8.1
astor0.8.0
atomicwrites1.3.0
attrs19.2.0
avro-python31.8.2
beautifulsoup44.7.1
bs40.0.1
cachetools3.1.1
certifi2019.9.11
chardet3.0.4
crcmod1.7
Cython0.29.10
dill0.3.0
docopt0.6.2
fastavro0.21.24
fasteners0.15
future0.17.1
gast0.2.2
google-api-core1.14.3
google-apitools0.5.28
google-auth1.6.3
google-cloud-bigquery1.17.0
google-cloud-bigtable1.0.0
google-cloud-core1.0.3
google-cloud-datastore1.7.4
google-cloud-pubsub1.0.0
google-pasta0.1.7
google-resumable-media0.4.1
googleapis-common-protos1.6.0
grpc-google-iam-v10.12.3
grpcio1.23.0
h5py2.10.0
hdfs2.5.8
httplib20.12.0
idna2.8
importlib-metadata0.23
Keras-Applications1.0.8
Keras-Preprocessing1.1.0
Markdown3.1.1
mock2.0.0
monotonic1.5
more-itertools7.2.0
nltk3.4.3
nose1.3.7
nose-xunitmp0.4.1
numpy1.17.2
oauth2client3.0.0
opt-einsum3.1.0
pandas0.24.2
pathlib22.3.5
pbr5.4.3
Pillow6.0.0
pip19.2.3
pluggy0.13.0
protobuf3.9.1
protorpc0.12.0
py1.8.0
pyarrow0.14.1
pyasn10.4.7
pyasn1-modules0.2.6
pydot1.4.1
pymongo3.8.0
pyparsing2.4.2
pytest4.4.0
python-dateutil2.8.0
python-gflags3.0.6
python-snappy0.5.4
pytz2019.2
PyYAML3.13
requests2.22.0
rsa4.0
scikit-learn0.20.3
scipy1.3.1
setuptools41.2.0
six1.12.0
soupsieve1.9.4
tensorboard1.15.0
tensorflow-cpu1.15.0rc3
tensorflow-estimator1.15.1
termcolor1.1.0
urllib31.25.6
Werkzeug0.16.0
wheel0.33.6
wrapt1.11.2
zipp0.6.0

Python 3.6.9

패키지버전
absl-py0.8.1
astor0.8.0
atomicwrites1.3.0
attrs19.2.0
avro-python31.8.2
beautifulsoup44.7.1
bs40.0.1
cachetools3.1.1
certifi2019.9.11
chardet3.0.4
crcmod1.7
Cython0.29.10
dill0.3.0
docopt0.6.2
fastavro0.21.24
fasteners0.15
future0.17.1
gast0.2.2
google-api-core1.14.3
google-apitools0.5.28
google-auth1.6.3
google-cloud-bigquery1.17.0
google-cloud-bigtable1.0.0
google-cloud-core1.0.3
google-cloud-datastore1.7.4
google-cloud-pubsub1.0.0
google-pasta0.1.7
google-resumable-media0.4.1
googleapis-common-protos1.6.0
grpc-google-iam-v10.12.3
grpcio1.23.0
h5py2.10.0
hdfs2.5.8
httplib20.12.0
idna2.8
importlib-metadata0.23
Keras-Applications1.0.8
Keras-Preprocessing1.1.0
Markdown3.1.1
mock2.0.0
monotonic1.5
more-itertools7.2.0
nltk3.4.3
nose1.3.7
nose-xunitmp0.4.1
numpy1.17.2
oauth2client3.0.0
opt-einsum3.1.0
pandas0.24.2
pbr5.4.3
Pillow6.0.0
pip19.2.3
pluggy0.13.0
protobuf3.9.1
protorpc0.12.0
py1.8.0
pyarrow0.14.1
pyasn10.4.7
pyasn1-modules0.2.6
pydot1.4.1
pymongo3.8.0
pyparsing2.4.2
pytest4.4.0
python-dateutil2.8.0
python-gflags3.0.6
python-snappy0.5.4
pytz2019.2
PyYAML3.13
requests2.22.0
rsa4.0
scikit-learn0.20.3
scipy1.3.1
setuptools41.2.0
six1.12.0
soupsieve1.9.4
tensorboard1.15.0
tensorflow-cpu1.15.0rc3
tensorflow-estimator1.15.1
termcolor1.1.0
urllib31.25.6
Werkzeug0.16.0
wheel0.33.6
wrapt1.11.2
zipp0.6.0

Python 3.7.4

패키지버전
absl-py0.8.1
astor0.8.0
atomicwrites1.3.0
attrs19.2.0
avro-python31.8.2
beautifulsoup44.7.1
bs40.0.1
cachetools3.1.1
certifi2019.9.11
chardet3.0.4
crcmod1.7
Cython0.29.10
dill0.3.0
docopt0.6.2
fastavro0.21.24
fasteners0.15
future0.17.1
gast0.2.2
google-api-core1.14.3
google-apitools0.5.28
google-auth1.6.3
google-cloud-bigquery1.17.0
google-cloud-bigtable1.0.0
google-cloud-core1.0.3
google-cloud-datastore1.7.4
google-cloud-pubsub1.0.0
google-pasta0.1.7
google-resumable-media0.4.1
googleapis-common-protos1.6.0
grpc-google-iam-v10.12.3
grpcio1.23.0
h5py2.10.0
hdfs2.5.8
httplib20.12.0
idna2.8
importlib-metadata0.23
Keras-Applications1.0.8
Keras-Preprocessing1.1.0
Markdown3.1.1
mock2.0.0
monotonic1.5
more-itertools7.2.0
nltk3.4.3
nose1.3.7
nose-xunitmp0.4.1
numpy1.17.2
oauth2client3.0.0
opt-einsum3.1.0
pandas0.24.2
pbr5.4.3
Pillow6.0.0
pip19.2.3
pluggy0.13.0
protobuf3.9.1
protorpc0.12.0
py1.8.0
pyarrow0.14.1
pyasn10.4.7
pyasn1-modules0.2.6
pydot1.4.1
pymongo3.8.0
pyparsing2.4.2
pytest4.4.0
python-dateutil2.8.0
python-gflags3.0.6
python-snappy0.5.4
pytz2019.2
PyYAML3.13
requests2.22.0
rsa4.0
scikit-learn0.20.3
scipy1.3.1
setuptools41.2.0
six1.12.0
soupsieve1.9.4
tensorboard1.15.0
tensorflow-cpu1.15.0rc3
tensorflow-estimator1.15.1
termcolor1.1.0
urllib31.25.6
Werkzeug0.16.0
wheel0.33.6
wrapt1.11.2
zipp0.6.0

Cloud 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.

Python용 SDK

Cloud Dataflow 1.x SDK

자바용 SDK

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