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# coding=utf-8
#
# Licensed to the Apache Software Foundation (ASF) under one or more
# contributor license agreements. See the NOTICE file distributed with
# this work for additional information regarding copyright ownership.
# The ASF licenses this file to You 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
#
# http://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.
#
# A pipeline that both writes to and reads from the same Kafka topic.
pipeline:
transforms:
- type: ReadFromText
name: ReadFromGCS
config:
path: gs://dataflow-samples/shakespeare/kinglear.txt
- type: MapToFields
name: BuildKafkaRecords
input: ReadFromGCS
config:
language: python
fields:
value:
callable: |
def func(row):
return row.line.encode('utf-8')
output_type: bytes
- type: WriteToKafka
name: SendRecordsToKafka
input: BuildKafkaRecords
config:
format: "RAW"
topic: "{{ TOPIC }}"
bootstrap_servers: "{{ BOOTSTRAP_SERVERS }}"
producer_config_updates:
sasl.jaas.config: "org.apache.kafka.common.security.plain.PlainLoginModule required \
username={{ USERNAME }} \
password={{ PASSWORD }};"
security.protocol: "SASL_PLAINTEXT"
sasl.mechanism: "PLAIN"
- type: ReadFromKafka
name: ReadFromMyTopic
config:
format: "RAW"
topic: "{{ TOPIC }}"
bootstrap_servers: "{{ BOOTSTRAP_SERVERS }}"
auto_offset_reset_config: earliest
consumer_config:
sasl.jaas.config: "org.apache.kafka.common.security.plain.PlainLoginModule required \
username={{ USERNAME }} \
password={{ PASSWORD }};"
security.protocol: "SASL_PLAINTEXT"
sasl.mechanism: "PLAIN"
- type: MapToFields
name: ParseKafkaRecords
input: ReadFromMyTopic
config:
language: python
fields:
text:
callable: |
def func(row):
# Kafka RAW format reads messages as bytes
# in the 'payload' field of a Row
return row.payload.decode('utf-8')
- type: LogForTesting
input: ParseKafkaRecords
# Since the pipeline both writes to and reads from a Kafka topic, we expect
# the first pipeline component to write the rows containing the `value`
# field as bytes to Kafka, and the second pipeline component to read the byte
# messages from Kafka before parsing them as string in the new `text` field.
# Expected:
# Row(value=b'Fool\tThou shouldst not have been old till thou hadst')
# Row(value=b'\tbeen wise.')
# Row(value=b'KING LEAR\tNothing will come of nothing: speak again.')
# Row(value=b'\tNever, never, never, never, never!')
# Row(text='Fool\tThou shouldst not have been old till thou hadst')
# Row(text='\tbeen wise.')
# Row(text='KING LEAR\tNothing will come of nothing: speak again.')
# Row(text='\tNever, never, never, never, never!')