这是我的进口代码
from __future__ import absolute_import
import datetime
import json
import logging
import re
import apache_beam as beam
from apache_beam import combiners
from apache_beam.io.gcp.bigquery import parse_table_schema_from_json
from apache_beam.io.gcp.datastore.v1.datastoreio import ReadFromDatastore
from apache_beam.pvalue import AsDict
from apache_beam.pvalue import AsSingleton
from apache_beam.options.pipeline_options import PipelineOptions
from google.cloud.proto.datastore.v1 import query_pb2
from google.cloud import datastore
from googledatastore import helper as datastore_helper, PropertyFilter
# datastore entities that we need to perform the mapping computations
#from models import UserPlan, UploadIntervalCount, RollingMonthlyCount这就是我的requirements.txt文件的样子
$ cat requirements.txt
Flask==0.12.2
apache-beam[gcp]==2.1.1
gunicorn==19.7.1
google-cloud-dataflow==2.1.1
six==1.10.0
google-cloud-datastore==1.3.0
google-cloud所有这些都在/lib目录中。/lib目录有以下内容
$ ls -1 lib/google/cloud
__init__.py
_helpers.py
_helpers.pyc
_http.py
_http.pyc
_testing.py
_testing.pyc
bigquery
bigtable
client.py
client.pyc
datastore
dns
environment_vars.py
environment_vars.pyc
error_reporting
exceptions.py
exceptions.pyc
gapic
iam.py
iam.pyc
language
language_v1
language_v1beta2
logging
monitoring
obselete.py
obselete.pyc
operation.py
operation.pyc
proto
pubsub
resource_manager
runtimeconfig
spanner
speech
speech_v1
storage
translate.py
translate.pyc
translate_v2
videointelligence.py
videointelligence.pyc
videointelligence_v1beta1
vision
vision_v1注意,google.cloud.datastore和google.cloud.proto都存在于/lib文件夹中。但是,这个导入行工作正常。
from google.cloud.proto.datastore.v1 import query_pb2
但这次失败了
from google.cloud import datastore
这是例外(取自google云数据流在线控制台)
(9b49615f4d91c1fb): Traceback (most recent call last):
File "/usr/local/lib/python2.7/dist-packages/dataflow_worker/batchworker.py", line 582, in do_work
work_executor.execute()
File "/usr/local/lib/python2.7/dist-packages/dataflow_worker/executor.py", line 166, in execute
op.start()
File "apache_beam/runners/worker/operations.py", line 294, in apache_beam.runners.worker.operations.DoOperation.start (apache_beam/runners/worker/operations.c:10607)
def start(self):
File "apache_beam/runners/worker/operations.py", line 295, in apache_beam.runners.worker.operations.DoOperation.start (apache_beam/runners/worker/operations.c:10501)
with self.scoped_start_state:
File "apache_beam/runners/worker/operations.py", line 300, in apache_beam.runners.worker.operations.DoOperation.start (apache_beam/runners/worker/operations.c:9702)
pickler.loads(self.spec.serialized_fn))
File "/usr/local/lib/python2.7/dist-packages/apache_beam/internal/pickler.py", line 225, in loads
return dill.loads(s)
File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 277, in loads
return load(file)
File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 266, in load
obj = pik.load()
File "/usr/lib/python2.7/pickle.py", line 858, in load
dispatch[key](self)
File "/usr/lib/python2.7/pickle.py", line 1133, in load_reduce
value = func(*args)
File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 767, in _import_module
return getattr(__import__(module, None, None, [obj]), obj)
File "/usr/local/lib/python2.7/dist-packages/dataflow_pipeline/counters_pipeline.py", line 25, in <module>
from google.cloud import datastore
ImportError: No module named datastore为什么它找不到包裹?
发布于 2017-10-22 09:01:21
必须在setup.py中安装外部依赖项,此文件应在管道参数中指定为--setup_file。在setup.py中,可以使用自定义命令安装包。
pip install google-cloud-datastore==1.3.0或者将包添加到REQUIRED_PACKAGES中
REQUIRED_PACKAGES = ["google-cloud-datastore==1.3.0"]需要在setup.py中指定它的原因是appengine_config中的库在DataFlow执行过程中不被使用。App在这里只充当调度器,它只将作业部署到DataFlow引擎。然后,DataFlow创建了一些执行管道的工作机器--这些工作人员没有以任何方式连接到App。DataFlow工作人员必须拥有执行管道所需的每个包,这就是为什么需要在setup.py文件中指定所需的包的原因。DataFlow工作人员使用此文件“自行设置”。
https://stackoverflow.com/questions/46840828
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