Created
September 6, 2020 12:35
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Collector -> message broker -> kafka-connect -> HDFS
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#!/bin/sh | |
curl -s \ | |
-X "POST" "http://localhost:8083/connectors/" \ | |
-H "Content-Type: application/json" \ | |
--data '{ | |
"name": "hdfs-sink-phrases", | |
"config": { | |
"connector.class": "io.confluent.connect.hdfs3.Hdfs3SinkConnector", | |
"partitioner.class": "io.confluent.connect.storage.partitioner.TimeBasedPartitioner", | |
"partition.duration.ms": 10000, | |
"path.format": "YYYYMMdd_HHmm", | |
"timestamp.extractor":"Record", | |
"confluent.topic.bootstrap.servers":"assembler.broker:9092", | |
"tasks.max": "1", | |
"topics": "phrases", | |
"hdfs.url": "hdfs://assembler.hadoop.namenode:9000", | |
"flush.size": "3", | |
"locale": "en", | |
"timezone": "UTC", | |
"topics.dir": "/phrases/1_sink", | |
"logs.dir": "/phrases/1_sink/logs", | |
"name": "hdfs-sink-phrases" | |
} }' |
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from confluent_kafka import avro | |
from confluent_kafka.avro import AvroProducer | |
class Collector(object): | |
def __init__(self): | |
value_schema = avro.loads(value_schema_str) | |
key_schema = avro.loads(key_schema_str) | |
self._producer = AvroProducer({ | |
'bootstrap.servers': f'{os.getenv("BROKER_HOST")}:9092', | |
'schema.registry.url': f'http://{os.getenv("SCHEMA_REGISTRY_HOST")}:8081', | |
'on_delivery': self._delivery_report | |
}, default_key_schema=key_schema, default_value_schema=value_schema) | |
def collect_phrase(self, phrase): | |
self._producer.produce(topic='phrases', value={"phrase": phrase}, key={"phrase": phrase}) | |
self._producer.flush() |
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