├── .gitignore ├── README.md ├── datagen ├── Dockerfile └── flink-sql-demo.jar ├── docker-compose.yml ├── mysql ├── Dockerfile └── category.sql ├── pom.xml ├── sql-client ├── Dockerfile ├── bin │ └── sql-client.sh ├── conf │ ├── flink-conf.yaml │ └── sql-client-conf.yaml └── docker-entrypoint.sh └── src └── main └── java └── myflink ├── ConsolePrinter.java ├── KafkaProducer.java └── SourceGenerator.java /.gitignore: -------------------------------------------------------------------------------- 1 | checkpoint 2 | .classpath 3 | .idea/ 4 | .metadata 5 | .settings 6 | .project 7 | .version.properties 8 | target 9 | .DS_Store 10 | *.iml 11 | datagen/user_behavior.log -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Build End-to-End Streaming Application using Flink SQL、Kafka、MySQL、Elasticsearch and Kibana. 2 | 3 | 图片2 4 | 5 | You can download the data here: https://drive.google.com/file/d/1P4BAZnpCY-knMt5HFfcx3onVjykYt3et/view?usp=sharing 6 | 7 | This is a repository to build the dockers which will be used in the tuturial. 8 | 9 | Blog: https://flink.apache.org/2020/07/28/flink-sql-demo-building-e2e-streaming-application.html 10 | -------------------------------------------------------------------------------- /datagen/Dockerfile: -------------------------------------------------------------------------------- 1 | FROM maven:3.6-jdk-8-slim AS builder 2 | 3 | RUN mkdir -p /opt/datagen; 4 | COPY user_behavior.log /opt/datagen 5 | COPY flink-sql-demo.jar /opt/datagen 6 | 7 | WORKDIR /opt/datagen 8 | ENV DATEGEN_HOME /opt/datagen -------------------------------------------------------------------------------- /datagen/flink-sql-demo.jar: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wuchong/flink-sql-demo/208f8902a10aecc392a2775b9cf8511f8e507561/datagen/flink-sql-demo.jar -------------------------------------------------------------------------------- /docker-compose.yml: -------------------------------------------------------------------------------- 1 | version: '2.1' 2 | services: 3 | sql-client: 4 | image: jark/demo-sql-client:0.2 5 | depends_on: 6 | - kafka 7 | - jobmanager 8 | - elasticsearch 9 | environment: 10 | FLINK_JOBMANAGER_HOST: jobmanager 11 | ZOOKEEPER_CONNECT: zookeeper 12 | KAFKA_BOOTSTRAP: kafka 13 | MYSQL_HOST: mysql 14 | ES_HOST: elasticsearch 15 | jobmanager: 16 | image: flink:1.11.0-scala_2.11 17 | ports: 18 | - "8081:8081" 19 | command: jobmanager 20 | environment: 21 | - | 22 | FLINK_PROPERTIES= 23 | jobmanager.rpc.address: jobmanager 24 | taskmanager: 25 | image: flink:1.11.0-scala_2.11 26 | depends_on: 27 | - jobmanager 28 | command: taskmanager 29 | environment: 30 | - | 31 | FLINK_PROPERTIES= 32 | jobmanager.rpc.address: jobmanager 33 | taskmanager.numberOfTaskSlots: 10 34 | datagen: 35 | image: jark/datagen:0.2 36 | command: "java -classpath /opt/datagen/flink-sql-demo.jar myflink.SourceGenerator --input /opt/datagen/user_behavior.log --output kafka kafka:9094 --speedup 2000" 37 | depends_on: 38 | - kafka 39 | environment: 40 | ZOOKEEPER_CONNECT: zookeeper 41 | KAFKA_BOOTSTRAP: kafka 42 | mysql: 43 | image: jark/mysql-example:0.2 44 | ports: 45 | - "3306:3306" 46 | environment: 47 | - MYSQL_ROOT_PASSWORD=123456 48 | zookeeper: 49 | image: wurstmeister/zookeeper:3.4.6 50 | ports: 51 | - "2181:2181" 52 | kafka: 53 | image: wurstmeister/kafka:2.12-2.2.1 54 | ports: 55 | - "9092:9092" 56 | - "9094:9094" 57 | depends_on: 58 | - zookeeper 59 | environment: 60 | - KAFKA_ADVERTISED_LISTENERS=INSIDE://:9094,OUTSIDE://localhost:9092 61 | - KAFKA_LISTENERS=INSIDE://:9094,OUTSIDE://:9092 62 | - KAFKA_LISTENER_SECURITY_PROTOCOL_MAP=INSIDE:PLAINTEXT,OUTSIDE:PLAINTEXT 63 | - KAFKA_INTER_BROKER_LISTENER_NAME=INSIDE 64 | - KAFKA_ZOOKEEPER_CONNECT=zookeeper:2181 65 | - KAFKA_CREATE_TOPICS="user_behavior:1:1" 66 | volumes: 67 | - /var/run/docker.sock:/var/run/docker.sock 68 | elasticsearch: 69 | image: docker.elastic.co/elasticsearch/elasticsearch:7.6.0 70 | environment: 71 | - cluster.name=docker-cluster 72 | - bootstrap.memory_lock=true 73 | - "ES_JAVA_OPTS=-Xms512m -Xmx512m" 74 | - discovery.type=single-node 75 | ports: 76 | - "9200:9200" 77 | - "9300:9300" 78 | ulimits: 79 | memlock: 80 | soft: -1 81 | hard: -1 82 | nofile: 83 | soft: 65536 84 | hard: 65536 85 | kibana: 86 | image: docker.elastic.co/kibana/kibana:7.6.0 87 | ports: 88 | - "5601:5601" 89 | -------------------------------------------------------------------------------- /mysql/Dockerfile: -------------------------------------------------------------------------------- 1 | FROM mysql:5.7 2 | 3 | COPY category.sql /docker-entrypoint-initdb.d/ -------------------------------------------------------------------------------- /mysql/category.sql: -------------------------------------------------------------------------------- 1 | CREATE DATABASE flink; 2 | 3 | USE flink; 4 | 5 | CREATE TABLE category ( 6 | sub_category_id BIGINT NOT NULL PRIMARY KEY, 7 | parent_category_name VARCHAR(255) 8 | )ENGINE=InnoDB DEFAULT CHARSET=utf8 COLLATE=utf8_unicode_ci; 9 | 10 | INSERT INTO category (sub_category_id, parent_category_name) 11 | VALUES (1464116, 'Clothing & Shoes'), 12 | (4145813, 'Home & Kitchens'), 13 | (2735466, 'Books'), 14 | (2885642, 'Electronics'), 15 | (4801426, 'Tools'), 16 | (4756105, 'Cell Phones'), 17 | (982926, 'Sports & Outdoors'), 18 | (1320293, 'Foods'), 19 | (2640118, 'Clothing & Shoes'), 20 | (4159072, 'Others'), 21 | (903809, 'Clothing & Shoes'), 22 | (4357323, 'Home & Kitchens'), 23 | (3607361, 'Books'), 24 | (4217906, 'Electronics'), 25 | (3002561, 'Tools'), 26 | (2355072, 'Cell Phones'), 27 | (2465336, 'Sports & Outdoors'), 28 | (4789432, 'Foods'), 29 | (1299190, 'Clothing & Shoes'), 30 | (570735, 'Others'), 31 | (1879194, 'Clothing & Shoes'), 32 | (1029459, 'Home & Kitchens'), 33 | (2520771, 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'Clothing & Shoes'), 4980 | (4741040, 'Others'), 4981 | (505975, 'Clothing & Shoes'), 4982 | (3816510, 'Home & Kitchens'), 4983 | (1081429, 'Books'), 4984 | (507291, 'Electronics'), 4985 | (2026937, 'Tools'), 4986 | (1424389, 'Cell Phones'), 4987 | (219625, 'Sports & Outdoors'), 4988 | (1602447, 'Foods'), 4989 | (4176767, 'Clothing & Shoes'), 4990 | (5157813, 'Others'), 4991 | (1726863, 'Clothing & Shoes'), 4992 | (2250828, 'Home & Kitchens'), 4993 | (2009072, 'Books'), 4994 | (336038, 'Electronics'), 4995 | (1320183, 'Tools'), 4996 | (4608278, 'Cell Phones'), 4997 | (1710799, 'Sports & Outdoors'), 4998 | (2807957, 'Foods'), 4999 | (252646, 'Clothing & Shoes'), 5000 | (176011, 'Others'), 5001 | (4642962, 'Clothing & Shoes'), 5002 | (2668462, 'Home & Kitchens'), 5003 | (1418845, 'Books'), 5004 | (2237203, 'Electronics'), 5005 | (110468, 'Tools'), 5006 | (589513, 'Cell Phones'), 5007 | (1485725, 'Sports & Outdoors'), 5008 | (4917103, 'Foods'), 5009 | (3379070, 'Clothing & Shoes'), 5010 | (4568967, 'Others'), 5011 | (797511, 'Clothing & Shoes'), 5012 | (866955, 'Home & Kitchens'), 5013 | (4032007, 'Books'), 5014 | (738823, 'Electronics'), 5015 | (3839657, 'Tools'), 5016 | (4466795, 'Cell Phones'), 5017 | (20683, 'Sports & Outdoors'), 5018 | (239731, 'Foods'), 5019 | (1308215, 'Clothing & Shoes'), 5020 | (168173, 'Others'); 5021 | -------------------------------------------------------------------------------- /pom.xml: -------------------------------------------------------------------------------- 1 | 2 | 5 | 4.0.0 6 | 7 | org.example 8 | flink-sql-demo 9 | 1.0.0 10 | 11 | 12 | 13 | 1.10.0 14 | 2.2.0 15 | 1.17.5 16 | 17 | 18 | 19 | 20 | 21 | org.apache.flink 22 | flink-core 23 | ${flink.version} 24 | 25 | 26 | org.apache.flink 27 | flink-table-common 28 | ${flink.version} 29 | 30 | 31 | org.apache.kafka 32 | kafka-clients 33 | ${kafka.version} 34 | 35 | 36 | 37 | 38 | org.slf4j 39 | slf4j-log4j12 40 | 1.7.7 41 | 42 | 43 | org.apache.logging.log4j 44 | log4j-core 45 | 2.12.1 46 | 47 | 48 | 49 | 50 | org.openjdk.jmh 51 | jmh-core 52 | ${jmh.version} 53 | 54 | 55 | 56 | org.openjdk.jmh 57 | jmh-generator-annprocess 58 | ${jmh.version} 59 | provided 60 | 61 | 62 | 63 | org.apache.flink 64 | flink-sql-connector-hbase_2.11 65 | 1.12-SNAPSHOT 66 | 67 | 68 | 69 | org.apache.flink 70 | flink-sql-connector-elasticsearch7_2.11 71 | 1.12-SNAPSHOT 72 | 73 | 74 | 75 | 76 | junit 77 | junit 78 | 4.12 79 | test 80 | 81 | 82 | 83 | 84 | 85 | 86 | org.apache.maven.plugins 87 | maven-compiler-plugin 88 | 3.8.0 89 | 90 | 1.8 91 | 1.8 92 | 93 | false 94 | 95 | 96 | -Xpkginfo:always 97 | 98 | 99 | 100 | 101 | org.apache.maven.plugins 102 | maven-shade-plugin 103 | 104 | 105 | flink-sql-demo 106 | package 107 | 108 | shade 109 | 110 | 111 | flink-sql-demo 112 | 113 | 114 | 115 | 116 | 117 | 118 | 119 | -------------------------------------------------------------------------------- /sql-client/Dockerfile: -------------------------------------------------------------------------------- 1 | ############################################################################### 2 | # Licensed to the Apache Software Foundation (ASF) under one 3 | # or more contributor license agreements. See the NOTICE file 4 | # distributed with this work for additional information 5 | # regarding copyright ownership. The ASF licenses this file 6 | # to you under the Apache License, Version 2.0 (the 7 | # "License"); you may not use this file except in compliance 8 | # with the License. You may obtain a copy of the License at 9 | # 10 | # http://www.apache.org/licenses/LICENSE-2.0 11 | # 12 | # Unless required by applicable law or agreed to in writing, software 13 | # distributed under the License is distributed on an "AS IS" BASIS, 14 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 15 | # See the License for the specific language governing permissions and 16 | # limitations under the License. 17 | ############################################################################### 18 | 19 | ############################################################################### 20 | # Build Click Count Job 21 | ############################################################################### 22 | 23 | FROM maven:3.6-jdk-8-slim AS builder 24 | 25 | ############################################################################### 26 | # Build SQL Playground Image 27 | ############################################################################### 28 | 29 | FROM flink:1.11.0-scala_2.11 30 | 31 | # Copy sql-client script 32 | COPY bin/* /opt/sql-client/ 33 | RUN mkdir -p /opt/sql-client/lib 34 | 35 | # Download connector libraries 36 | RUN wget -P /opt/sql-client/lib/ https://repo.maven.apache.org/maven2/org/apache/flink/flink-sql-connector-elasticsearch7_2.12/1.11.0/flink-sql-connector-elasticsearch7_2.12-1.11.0.jar; \ 37 | wget -P /opt/sql-client/lib/ https://repo.maven.apache.org/maven2/org/apache/flink/flink-sql-connector-kafka_2.11/1.11.0/flink-sql-connector-kafka_2.11-1.11.0.jar; \ 38 | wget -P /opt/sql-client/lib/ https://repo.maven.apache.org/maven2/org/apache/flink/flink-connector-jdbc_2.11/1.11.0/flink-connector-jdbc_2.11-1.11.0.jar; \ 39 | wget -P /opt/sql-client/lib/ https://repo.maven.apache.org/maven2/mysql/mysql-connector-java/8.0.19/mysql-connector-java-8.0.19.jar; 40 | 41 | # Copy configuration 42 | COPY conf/* /opt/flink/conf/ 43 | 44 | WORKDIR /opt/sql-client 45 | ENV SQL_CLIENT_HOME /opt/sql-client 46 | 47 | COPY docker-entrypoint.sh / 48 | ENTRYPOINT ["/docker-entrypoint.sh"] -------------------------------------------------------------------------------- /sql-client/bin/sql-client.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | ${FLINK_HOME}/bin/sql-client.sh embedded -d ${FLINK_HOME}/conf/sql-client-conf.yaml -l ${SQL_CLIENT_HOME}/lib -------------------------------------------------------------------------------- /sql-client/conf/flink-conf.yaml: -------------------------------------------------------------------------------- 1 | ################################################################################ 2 | # Copyright 2019 Ververica GmbH 3 | # 4 | # Licensed under the Apache License, Version 2.0 (the "License"); 5 | # you may not use this file except in compliance with the License. 6 | # You may obtain a copy of the License at 7 | # 8 | # http://www.apache.org/licenses/LICENSE-2.0 9 | # 10 | # Unless required by applicable law or agreed to in writing, software 11 | # distributed under the License is distributed on an "AS IS" BASIS, 12 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13 | # See the License for the specific language governing permissions and 14 | # limitations under the License. 15 | ################################################################################ 16 | 17 | jobmanager.rpc.address: jobmanager 18 | -------------------------------------------------------------------------------- /sql-client/conf/sql-client-conf.yaml: -------------------------------------------------------------------------------- 1 | ################################################################################ 2 | # Copyright 2019 Ververica GmbH 3 | # 4 | # Licensed under the Apache License, Version 2.0 (the "License"); 5 | # you may not use this file except in compliance with the License. 6 | # You may obtain a copy of the License at 7 | # 8 | # http://www.apache.org/licenses/LICENSE-2.0 9 | # 10 | # Unless required by applicable law or agreed to in writing, software 11 | # distributed under the License is distributed on an "AS IS" BASIS, 12 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13 | # See the License for the specific language governing permissions and 14 | # limitations under the License. 15 | ################################################################################ 16 | 17 | 18 | # This file defines the default environment for Flink's SQL Client. 19 | # Defaults might be overwritten by a session specific environment. 20 | 21 | #============================================================================== 22 | # Execution properties 23 | #============================================================================== 24 | 25 | # Execution properties allow for changing the behavior of a table program. 26 | 27 | execution: 28 | planner: blink # using the Blink planner 29 | type: streaming # 'batch' or 'streaming' execution 30 | result-mode: table # 'changelog' or 'table' presentation of results 31 | parallelism: 1 # parallelism of the program 32 | max-parallelism: 128 # maximum parallelism 33 | min-idle-state-retention: 0 # minimum idle state retention in ms 34 | max-idle-state-retention: 0 # maximum idle state retention in ms 35 | 36 | #============================================================================== 37 | # Deployment properties 38 | #============================================================================== 39 | 40 | # Deployment properties allow for describing the cluster to which table 41 | # programs are submitted to. 42 | 43 | deployment: 44 | type: standalone # only the 'standalone' deployment is supported 45 | response-timeout: 5000 # general cluster communication timeout in ms 46 | gateway-address: "" # (optional) address from cluster to gateway 47 | gateway-port: 0 # (optional) port from cluster to gateway 48 | -------------------------------------------------------------------------------- /sql-client/docker-entrypoint.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | tail -f /dev/null 4 | -------------------------------------------------------------------------------- /src/main/java/myflink/ConsolePrinter.java: -------------------------------------------------------------------------------- 1 | /* 2 | * Licensed to the Apache Software Foundation (ASF) under one 3 | * or more contributor license agreements. See the NOTICE file 4 | * distributed with this work for additional information 5 | * regarding copyright ownership. The ASF licenses this file 6 | * to you under the Apache License, Version 2.0 (the 7 | * "License"); you may not use this file except in compliance 8 | * with the License. You may obtain a copy of the License at 9 | * 10 | * http://www.apache.org/licenses/LICENSE-2.0 11 | * 12 | * Unless required by applicable law or agreed to in writing, software 13 | * distributed under the License is distributed on an "AS IS" BASIS, 14 | * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 15 | * See the License for the specific language governing permissions and 16 | * limitations under the License. 17 | */ 18 | 19 | package myflink; 20 | 21 | import java.util.function.Consumer; 22 | 23 | public class ConsolePrinter implements Consumer { 24 | @Override 25 | public void accept(String s) { 26 | System.out.println(s); 27 | } 28 | } 29 | -------------------------------------------------------------------------------- /src/main/java/myflink/KafkaProducer.java: -------------------------------------------------------------------------------- 1 | /* 2 | * Licensed to the Apache Software Foundation (ASF) under one 3 | * or more contributor license agreements. See the NOTICE file 4 | * distributed with this work for additional information 5 | * regarding copyright ownership. The ASF licenses this file 6 | * to you under the Apache License, Version 2.0 (the 7 | * "License"); you may not use this file except in compliance 8 | * with the License. You may obtain a copy of the License at 9 | * 10 | * http://www.apache.org/licenses/LICENSE-2.0 11 | * 12 | * Unless required by applicable law or agreed to in writing, software 13 | * distributed under the License is distributed on an "AS IS" BASIS, 14 | * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 15 | * See the License for the specific language governing permissions and 16 | * limitations under the License. 17 | */ 18 | 19 | package myflink; 20 | 21 | import org.apache.kafka.clients.producer.ProducerConfig; 22 | import org.apache.kafka.clients.producer.ProducerRecord; 23 | import org.apache.kafka.common.serialization.ByteArraySerializer; 24 | 25 | import java.util.Properties; 26 | import java.util.function.Consumer; 27 | 28 | /** 29 | * Produces TaxiRecords into a Kafka topic. 30 | */ 31 | public class KafkaProducer implements Consumer { 32 | 33 | private final String topic; 34 | private final org.apache.kafka.clients.producer.KafkaProducer producer; 35 | 36 | public KafkaProducer(String kafkaTopic, String kafkaBrokers) { 37 | this.topic = kafkaTopic; 38 | this.producer = new org.apache.kafka.clients.producer.KafkaProducer<>(createKafkaProperties(kafkaBrokers)); 39 | } 40 | 41 | @Override 42 | public void accept(String record) { 43 | // serialize record as JSON 44 | // create producer record and publish to Kafka 45 | ProducerRecord kafkaRecord = new ProducerRecord<>(topic, record.getBytes()); 46 | producer.send(kafkaRecord); 47 | } 48 | 49 | /** 50 | * Create configuration properties for Kafka producer. 51 | * 52 | * @param brokers The brokers to connect to. 53 | * @return A Kafka producer configuration. 54 | */ 55 | private static Properties createKafkaProperties(String brokers) { 56 | Properties kafkaProps = new Properties(); 57 | kafkaProps.put(ProducerConfig.BOOTSTRAP_SERVERS_CONFIG, brokers); 58 | kafkaProps.put(ProducerConfig.KEY_SERIALIZER_CLASS_CONFIG, ByteArraySerializer.class.getCanonicalName()); 59 | kafkaProps.put(ProducerConfig.VALUE_SERIALIZER_CLASS_CONFIG, ByteArraySerializer.class.getCanonicalName()); 60 | return kafkaProps; 61 | } 62 | } -------------------------------------------------------------------------------- /src/main/java/myflink/SourceGenerator.java: -------------------------------------------------------------------------------- 1 | /* 2 | * Licensed to the Apache Software Foundation (ASF) under one 3 | * or more contributor license agreements. See the NOTICE file 4 | * distributed with this work for additional information 5 | * regarding copyright ownership. The ASF licenses this file 6 | * to you under the Apache License, Version 2.0 (the 7 | * "License"); you may not use this file except in compliance 8 | * with the License. You may obtain a copy of the License at 9 | * 10 | * http://www.apache.org/licenses/LICENSE-2.0 11 | * 12 | * Unless required by applicable law or agreed to in writing, software 13 | * distributed under the License is distributed on an "AS IS" BASIS, 14 | * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 15 | * See the License for the specific language governing permissions and 16 | * limitations under the License. 17 | */ 18 | 19 | package myflink; 20 | 21 | import org.apache.flink.util.FileUtils; 22 | import org.apache.flink.util.StringUtils; 23 | 24 | import org.slf4j.Logger; 25 | import org.slf4j.LoggerFactory; 26 | 27 | import java.io.BufferedReader; 28 | import java.io.File; 29 | import java.io.FileInputStream; 30 | import java.io.IOException; 31 | import java.io.InputStream; 32 | import java.io.InputStreamReader; 33 | import java.time.Instant; 34 | import java.time.LocalDateTime; 35 | import java.time.ZoneId; 36 | import java.time.format.DateTimeFormatter; 37 | import java.time.format.DateTimeFormatterBuilder; 38 | import java.time.temporal.ChronoField; 39 | import java.util.TimeZone; 40 | import java.util.function.Consumer; 41 | 42 | public class SourceGenerator { 43 | /** Formatter for SQL string representation of a time value. */ 44 | static final DateTimeFormatter SQL_TIME_FORMAT = new DateTimeFormatterBuilder() 45 | .appendPattern("HH:mm:ss") 46 | .appendFraction(ChronoField.NANO_OF_SECOND, 0, 9, true) 47 | .toFormatter(); 48 | 49 | /** Formatter for SQL string representation of a timestamp value (without UTC timezone). */ 50 | static final DateTimeFormatter SQL_TIMESTAMP_FORMAT = new DateTimeFormatterBuilder() 51 | .append(DateTimeFormatter.ISO_LOCAL_DATE) 52 | .appendLiteral(' ') 53 | .append(SQL_TIME_FORMAT) 54 | .toFormatter(); 55 | 56 | private static final Logger LOGGER = LoggerFactory.getLogger(SourceGenerator.class); 57 | private static final long SPEED = 1000; // 每秒1000条 58 | private static final String MAX = "MAX"; // 不限速 59 | private static final String FROM_BEGINNING = "from-beginning"; // 不限速 60 | private static final File checkpoint = new File("checkpoint"); 61 | 62 | public static void main(String[] args) { 63 | File userBehaviorFile = new File("datagen/user_behavior.log"); 64 | long speed = SPEED; 65 | long endLine = Long.MAX_VALUE; 66 | Consumer consumer = new ConsolePrinter(); 67 | 68 | // parse arguments 69 | int argOffset = 0; 70 | while(argOffset < args.length) { 71 | 72 | String arg = args[argOffset++]; 73 | switch (arg) { 74 | case "--input": 75 | String basePath = args[argOffset++]; 76 | userBehaviorFile = new File(basePath); 77 | break; 78 | case "--output": 79 | String sink = args[argOffset++]; 80 | switch (sink) { 81 | case "console": 82 | consumer = new ConsolePrinter(); 83 | break; 84 | case "kafka": 85 | String brokers = args[argOffset++]; 86 | consumer = new KafkaProducer("user_behavior", brokers); 87 | break; 88 | default: 89 | throw new IllegalArgumentException("Unknown output configuration"); 90 | } 91 | break; 92 | case "--speedup": 93 | String spd = args[argOffset++]; 94 | if (MAX.equalsIgnoreCase(spd)) { 95 | speed = Long.MAX_VALUE; 96 | } else { 97 | speed = Long.parseLong(spd); 98 | } 99 | break; 100 | case "--endline": 101 | String end = args[argOffset++]; 102 | endLine = Long.parseLong(end); 103 | break; 104 | default: 105 | throw new IllegalArgumentException("Unknown parameter"); 106 | } 107 | } 108 | 109 | long startLine = 0; 110 | if (checkpoint.exists()) { 111 | String line = null; 112 | try { 113 | line = FileUtils.readFileUtf8(checkpoint); 114 | } catch (IOException e) { 115 | LOGGER.error("exception", e); 116 | } 117 | if (!StringUtils.isNullOrWhitespaceOnly(line)) { 118 | startLine = Long.parseLong(line); 119 | } 120 | } 121 | 122 | if (!checkpoint.exists()) { 123 | try { 124 | checkpoint.createNewFile(); 125 | } catch (IOException e) { 126 | LOGGER.error("exception", e); 127 | } 128 | } 129 | checkpointState(startLine); 130 | 131 | TimeZone tz = TimeZone.getTimeZone("Asia/Shanghai"); 132 | try (InputStream inputStream = new FileInputStream(userBehaviorFile)) { 133 | BufferedReader reader = new BufferedReader(new InputStreamReader(inputStream)); 134 | int counter = 0; 135 | long start = System.nanoTime(); 136 | long currentLine = 0; 137 | while (reader.ready()) { 138 | String line = reader.readLine(); 139 | if (currentLine < startLine) { 140 | currentLine++; 141 | continue; 142 | } 143 | currentLine++; 144 | checkpointState(currentLine); 145 | String[] splits = line.split(","); 146 | long ts = Long.parseLong(splits[4])*1000; 147 | Instant instant = Instant.ofEpochMilli(ts + tz.getOffset(ts)); 148 | LocalDateTime dateTime = LocalDateTime.ofInstant(instant, ZoneId.of("Z")); 149 | String outline = String.format( 150 | "{\"user_id\": \"%s\", \"item_id\":\"%s\", \"category_id\": \"%s\", \"behavior\": \"%s\", \"ts\": \"%s\"}", 151 | splits[0], 152 | splits[1], 153 | splits[2], 154 | splits[3], 155 | SQL_TIMESTAMP_FORMAT.format(dateTime)); 156 | consumer.accept(outline); 157 | counter++; 158 | if (counter >= speed) { 159 | long end = System.nanoTime(); 160 | long diff = end - start; 161 | while (diff < 1000_000_000) { 162 | Thread.sleep(1); 163 | end = System.nanoTime(); 164 | diff = end - start; 165 | } 166 | start = end; 167 | counter = 0; 168 | } 169 | if (currentLine == 10) { 170 | System.out.println("Start sending messages to Kafka..."); 171 | } 172 | if (currentLine >= endLine) { 173 | System.out.println("send " + currentLine + " lines."); 174 | break; 175 | } 176 | } 177 | reader.close(); 178 | } catch (IOException | InterruptedException e) { 179 | LOGGER.error("exception", e); 180 | } 181 | } 182 | 183 | private static void checkpointState(long lineState) { 184 | try { 185 | FileUtils.writeFileUtf8(checkpoint, String.valueOf(lineState)); 186 | } catch (IOException e) { 187 | LOGGER.error("exception", e); 188 | } 189 | } 190 | } 191 | --------------------------------------------------------------------------------