我用python编写了这个简单的ApacheBeam管道
import apache_beam as beam
from apache_beam.runners.interactive.interactive_runner import InteractiveRunner
from apache_beam.runners.direct.direct_runner import DirectRunner
from apache_beam.options.pipeline_options import PipelineOptions
p = beam.Pipeline(InteractiveRunner(underlying_runner=DirectRunner()), options=PipelineOptions())
class Foo(beam.DoFn):
def process(self, element, *args, **kwargs):
k,v = element
yield (k , {k:v})
a = [('a',1), ('a',1), ('b',1)]
x0 = p | "0" >> beam.Create(a) | "2" >> beam.ParDo(Foo())
r = p.run()
r.wait_until_finish()
print(r.get(x0))
运行上述代码会引发以下错误
Traceback (most recent call last):
File "apache_beam/runners/common.py", line 883, in apache_beam.runners.common.DoFnRunner.process
File "apache_beam/runners/common.py", line 497, in apache_beam.runners.common.SimpleInvoker.invoke_process
File "apache_beam/runners/common.py", line 1028, in apache_beam.runners.common._OutputProcessor.process_outputs
File "apache_beam/runners/worker/operations.py", line 177, in apache_beam.runners.worker.operations.SingletonConsumerSet.receive
File "apache_beam/runners/worker/operations.py", line 155, in apache_beam.runners.worker.operations.ConsumerSet.update_counters_start
File "apache_beam/runners/worker/opcounters.py", line 214, in apache_beam.runners.worker.opcounters.OperationCounters.update_from
File "apache_beam/runners/worker/opcounters.py", line 233, in apache_beam.runners.worker.opcounters.OperationCounters.do_sample
File "apache_beam/coders/coder_impl.py", line 1162, in apache_beam.coders.coder_impl.WindowedValueCoderImpl.get_estimated_size_and_observables
File "apache_beam/coders/coder_impl.py", line 1172, in apache_beam.coders.coder_impl.WindowedValueCoderImpl.get_estimated_size_and_observables
File "apache_beam/coders/coder_impl.py", line 768, in apache_beam.coders.coder_impl.AbstractComponentCoderImpl.get_estimated_size_and_observables
File "apache_beam/coders/coder_impl.py", line 187, in apache_beam.coders.coder_impl.CoderImpl.get_estimated_size_and_observables
File "apache_beam/coders/coder_impl.py", line 686, in apache_beam.coders.coder_impl.VarIntCoderImpl.estimate_size
File "apache_beam/coders/stream.pyx", line 225, in apache_beam.coders.stream.get_varint_size
TypeError: an integer is required
但是,如果我们将a
设置为列表列表而不是元组列表,那么同样的代码也可以工作
a = [('a',1), ('a',1), ('b',1)]
-->a = [['a',1], ['a',1], ['b',1]]
我已经确认这是一个错误。存档https://issues.apache.org/jira/browse/BEAM-10833
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