180 lines
5.7 KiB
Bash
Executable File
180 lines
5.7 KiB
Bash
Executable File
# 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.
|
|
|
|
#!/bin/bash
|
|
|
|
#########################
|
|
# The command line help #
|
|
#########################
|
|
usage() {
|
|
echo "Usage: $0"
|
|
echo " -n |--num-kafka-records, (required) number of kafka records to generate in a batch"
|
|
echo " -b |--num-batch, (optional) number of batches of records to generate (default is 1)"
|
|
echo " -t |--reuse-topic, (optional) reuses the Kafka topic (default deletes and recreate the topic)"
|
|
echo " -f |--raw-file, (optional) raw file for the kafka records"
|
|
echo " -k |--kafka-topic, (optional) Topic name for Kafka"
|
|
echo " -m |--num-kafka-partitions, (optional) number of kafka partitions"
|
|
echo " -r |--record-key, (optional) field to use as record key"
|
|
echo " -o |--record-key-offset, (optional) record key offset to start with (default is 0)"
|
|
echo " -l |--num-hudi-partitions, (optional) number of hudi partitions"
|
|
echo " -p |--partition-key, (optional) field to use as partition"
|
|
echo " -s |--schema-file, (optional) path of the file containing the schema of the records"
|
|
exit 1
|
|
}
|
|
|
|
case "$1" in
|
|
--help)
|
|
usage
|
|
exit 0
|
|
;;
|
|
esac
|
|
|
|
if [ $# -lt 1 ]; then
|
|
echo "Illegal number of parameters"
|
|
usage
|
|
exit 0
|
|
fi
|
|
|
|
if [ ! $HUDI_DIR ]; then
|
|
export HUDI_DIR=$(dirname "$(dirname $PWD)")
|
|
fi
|
|
|
|
## defaults
|
|
rawDataFile=${HUDI_DIR}/docker/demo/data/batch_1.json
|
|
kafkaBrokerHostname=localhost
|
|
kafkaTopicName=hudi-test-topic
|
|
numKafkaPartitions=4
|
|
recordKey=volume
|
|
numHudiPartitions=5
|
|
partitionField=date
|
|
schemaFile=${HUDI_DIR}/docker/demo/config/schema.avsc
|
|
numBatch=1
|
|
recordValue=0
|
|
recreateTopic="Y"
|
|
|
|
while getopts ":n:b:tf:k:m:r:o:l:p:s:-:" opt; do
|
|
case $opt in
|
|
n)
|
|
numRecords="$OPTARG"
|
|
printf "Argument num-kafka-records is %s\n" "$numRecords"
|
|
;;
|
|
b)
|
|
numBatch="$OPTARG"
|
|
printf "Argument num-batch is %s\n" "$numBatch"
|
|
;;
|
|
t)
|
|
recreateTopic="N"
|
|
printf "Argument recreate-topic is N (reuse Kafka topic) \n"
|
|
;;
|
|
k)
|
|
rawDataFile="$OPTARG"
|
|
printf "Argument raw-file is %s\n" "$rawDataFile"
|
|
;;
|
|
f)
|
|
kafkaTopicName="$OPTARG"
|
|
printf "Argument kafka-topic is %s\n" "$kafkaTopicName"
|
|
;;
|
|
m)
|
|
numKafkaPartitions="$OPTARG"
|
|
printf "Argument num-kafka-partitions is %s\n" "$numKafkaPartitions"
|
|
;;
|
|
r)
|
|
recordKey="$OPTARG"
|
|
printf "Argument record-key is %s\n" "$recordKey"
|
|
;;
|
|
o)
|
|
recordValue="$OPTARG"
|
|
printf "Argument record-key-offset is %s\n" "$recordValue"
|
|
;;
|
|
l)
|
|
numHudiPartitions="$OPTARG"
|
|
printf "Argument num-hudi-partitions is %s\n" "$numHudiPartitions"
|
|
;;
|
|
p)
|
|
partitionField="$OPTARG"
|
|
printf "Argument partition-key is %s\n" "$partitionField"
|
|
;;
|
|
s)
|
|
schemaFile="$OPTARG"
|
|
printf "Argument schema-file is %s\n" "$schemaFile"
|
|
;;
|
|
-)
|
|
echo "Invalid option -$OPTARG" >&2
|
|
;;
|
|
esac
|
|
done
|
|
|
|
if [ $recreateTopic = "Y" ]; then
|
|
# First delete the existing topic
|
|
echo "Delete Kafka topic $kafkaTopicName ..."
|
|
${KAFKA_HOME}/bin/kafka-topics.sh --delete --topic ${kafkaTopicName} --bootstrap-server ${kafkaBrokerHostname}:9092
|
|
|
|
# Create the topic with 4 partitions
|
|
echo "Create Kafka topic $kafkaTopicName ..."
|
|
${KAFKA_HOME}/bin/kafka-topics.sh --create --topic ${kafkaTopicName} --partitions $numKafkaPartitions --replication-factor 1 --bootstrap-server ${kafkaBrokerHostname}:9092
|
|
fi
|
|
|
|
# Setup the schema registry
|
|
export SCHEMA=$(sed 's|/\*|\n&|g;s|*/|&\n|g' ${schemaFile} | sed '/\/\*/,/*\//d' | jq tostring)
|
|
curl -X POST -H "Content-Type: application/vnd.schemaregistry.v1+json" --data "{\"schema\": $SCHEMA}" http://localhost:8082/subjects/${kafkaTopicName}/versions
|
|
curl -X GET http://localhost:8082/subjects/${kafkaTopicName}/versions/latest
|
|
|
|
# Generate kafka messages from raw records
|
|
# Each records with unique keys and generate equal messages across each hudi partition
|
|
partitions={}
|
|
for ((i = 0; i < ${numHudiPartitions}; i++)); do
|
|
partitions[$i]="partition_"$i
|
|
done
|
|
|
|
events_file=/tmp/kcat-input.events
|
|
rm -f ${events_file}
|
|
|
|
totalNumRecords=$((numRecords + recordValue))
|
|
|
|
for ((i = 1;i<=numBatch;i++)); do
|
|
rm -f ${events_file}
|
|
date
|
|
echo "Start batch $i ..."
|
|
batchRecordSeq=0
|
|
for (( ; ; )); do
|
|
while IFS= read line; do
|
|
for partitionValue in "${partitions[@]}"; do
|
|
echo $line | jq --arg recordKey $recordKey --arg recordValue $recordValue --arg partitionField $partitionField --arg partitionValue $partitionValue -c '.[$recordKey] = $recordValue | .[$partitionField] = $partitionValue' >>${events_file}
|
|
((recordValue = recordValue + 1))
|
|
((batchRecordSeq = batchRecordSeq + 1))
|
|
|
|
if [ $batchRecordSeq -eq $numRecords ]; then
|
|
break
|
|
fi
|
|
done
|
|
|
|
if [ $batchRecordSeq -eq $numRecords ]; then
|
|
break
|
|
fi
|
|
done <"$rawDataFile"
|
|
|
|
if [ $batchRecordSeq -eq $numRecords ]; then
|
|
date
|
|
echo " Record key until $recordValue"
|
|
sleep 20
|
|
break
|
|
fi
|
|
done
|
|
|
|
echo "publish to Kafka ..."
|
|
grep -v '^$' ${events_file} | kcat -P -b ${kafkaBrokerHostname}:9092 -t ${kafkaTopicName}
|
|
done
|