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read_pubsub_multiple.py
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# Copyright 2022 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# standard libraries
import logging
# third party libraries
import apache_beam as beam
from apache_beam import Map
from apache_beam.io import MultipleReadFromPubSub, PubSubSourceDescriptor
from apache_beam.options.pipeline_options import PipelineOptions
def run():
class ReadPubSubOptions(PipelineOptions):
@classmethod
def _add_argparse_args(cls, parser):
# Add a command line flag to be parsed along
# with other normal PipelineOptions
parser.add_argument(
"--sources",
required=True,
help="PubSub topics or subscriptions, separated by a comma,"
"e.g.: projects/a/topics/t1,projects/a/topics/t2.",
)
options = ReadPubSubOptions(streaming=True)
# Split the source argument into a list of sources that can be read by
# Beam's MultipleReadFromPubSub transform
sources = [PubSubSourceDescriptor(s) for s in options.sources.split(",")]
with beam.Pipeline(options=options) as p:
(
p
| "Read multiple PubSub sources" >> MultipleReadFromPubSub(sources)
| "Message" >> Map(lambda msg: f"PubSub message:\n{msg}\n")
| Map(logging.info)
)
if __name__ == "__main__":
logging.getLogger().setLevel(logging.INFO)
run()