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| <div align="center"> | ||
| <p><img src="https://github.com/ClickHouse/clickhouse-js/blob/a332672bfb70d54dfd27ae1f8f5169a6ffeea780/.static/logo.svg" width="200px" align="center"></p> | ||
| <h1>ClickHouse Flink Connector</h1> | ||
| </div> | ||
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| Table of Contents | ||
| * [Covid Flink Example](#covid-flink-application-example) | ||
| * [Build Application](#build-covid-application) | ||
| * [Build Connector](#build-clickhouse-flink-connector) | ||
| * [Java Application](#java-covid-app) | ||
| * [Scala Application](#scala-covid-app) | ||
| * [Running Example](#running-the-example) | ||
| * [Download Data](#download-covid-data) | ||
| * [Create table](#create-a-destination-covid-table) | ||
| * [Submit Flink](#submit-flink-job) | ||
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| # Covid Flink Application example | ||
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| Read covid data from a file and insert into ClickHouse | ||
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| ### Build Covid Application | ||
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| #### Build ClickHouse Flink Connector | ||
| If you wish to build the connector locally run before building the example | ||
| ```bash | ||
| ./gradlew publishToMavenLocal | ||
| ``` | ||
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| #### Java Covid App | ||
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| From project directory run this will create a `covid-1.0-SNAPSHOT.jar` can be found in target folder | ||
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| Build Covid Java App | ||
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| ```bash | ||
| mvn clean package -DskipTests | ||
| ``` | ||
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| #### Scala Covid App | ||
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| From project directory run this will create a `covid.jar` can be found in `target/scala-2.12` folder | ||
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| Build Covid Scala App | ||
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| ```bash | ||
| sbt clean assembly | ||
| ``` | ||
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| ## Running the example | ||
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| - Prepare ClickHouse OSS or [ClickHouse Cloud](https://clickhouse.com/) | ||
| - Flink Cluster or Standalone running | ||
| - Download covid data | ||
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| ### Download covid data | ||
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| Download covid data set and save it in a location that is accessible to Flink | ||
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| ```bash | ||
| curl -L -# -o epidemiology.csv https://storage.googleapis.com/covid19-open-data/v3/epidemiology.csv | ||
| ``` | ||
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| ### Create a destination covid table | ||
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| ```sql | ||
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| CREATE TABLE IF NOT EXISTS `default`.`covid` ( | ||
| date Date, | ||
| location_key LowCardinality(String), | ||
| new_confirmed Int32, | ||
| new_deceased Int32, | ||
| new_recovered Int32, | ||
| new_tested Int32, | ||
| cumulative_confirmed Int32, | ||
| cumulative_deceased Int32, | ||
| cumulative_recovered Int32, | ||
| cumulative_tested Int32 | ||
| ) ENGINE = MergeTree | ||
| ORDER BY (location_key, date); | ||
| ``` | ||
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| ### Submit Flink Job | ||
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| After you have created java `covid-1.0-SNAPSHOT.jar` or scala `covid.jar` you can submit job to a flink cluster or standalone using `./bin/flink run` | ||
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| ```bash | ||
| # Run the application | ||
| ./bin/flink run \ | ||
| /path/to/your/generated/jar \ | ||
| -input "/path/to/epidemiology.csv" \ | ||
| -url "/url/clickhouse" \ | ||
| -username "default" \ | ||
| -password "" \ | ||
| -database "default" \ | ||
| -table "covid" | ||
| ``` | ||
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| <!-- | ||
| 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 | ||
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| http://www.apache.org/licenses/LICENSE-2.0 | ||
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| 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. | ||
| --> | ||
| <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
| xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
| <modelVersion>4.0.0</modelVersion> | ||
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| <groupId>com.clickhouse.example.covid</groupId> | ||
| <artifactId>covid</artifactId> | ||
| <version>1.0-SNAPSHOT</version> | ||
| <packaging>jar</packaging> | ||
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| <name>Flink Quickstart Job</name> | ||
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| <properties> | ||
| <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding> | ||
| <flink.version>2.0.0</flink.version> | ||
| <target.java.version>11</target.java.version> | ||
| <scala.binary.version>2.12</scala.binary.version> | ||
| <maven.compiler.source>${target.java.version}</maven.compiler.source> | ||
| <maven.compiler.target>${target.java.version}</maven.compiler.target> | ||
| <log4j.version>2.24.1</log4j.version> | ||
| </properties> | ||
|
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| <repositories> | ||
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| <repository> | ||
| <id>apache.snapshots</id> | ||
| <name>Apache Development Snapshot Repository</name> | ||
| <url>https://repository.apache.org/content/repositories/snapshots/</url> | ||
| <releases> | ||
| <enabled>false</enabled> | ||
| </releases> | ||
| <snapshots> | ||
| <enabled>true</enabled> | ||
| </snapshots> | ||
| </repository> | ||
| </repositories> | ||
|
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| <dependencies> | ||
| <!-- Apache Flink dependencies --> | ||
| <!-- These dependencies are provided, because they should not be packaged into the JAR file. --> | ||
| <dependency> | ||
| <groupId>org.apache.flink</groupId> | ||
| <artifactId>flink-streaming-java</artifactId> | ||
| <version>${flink.version}</version> | ||
| <scope>provided</scope> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.apache.flink</groupId> | ||
| <artifactId>flink-clients</artifactId> | ||
| <version>${flink.version}</version> | ||
| <scope>provided</scope> | ||
| </dependency> | ||
| <!-- https://mvnrepository.com/artifact/org.apache.flink/flink-connector-files --> | ||
| <dependency> | ||
| <groupId>org.apache.flink</groupId> | ||
| <artifactId>flink-connector-files</artifactId> | ||
| <version>2.0.0</version> | ||
| <scope>provided</scope> | ||
| </dependency> | ||
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| <dependency> | ||
| <groupId>org.apache.flink.connector</groupId> | ||
| <artifactId>clickhouse</artifactId> | ||
| <version>0.0.1</version> | ||
| <classifier>all</classifier> | ||
| </dependency> | ||
|
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| <!-- Add connector dependencies here. They must be in the default scope (compile). --> | ||
|
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| <!-- Example: | ||
|
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| <dependency> | ||
| <groupId>org.apache.flink</groupId> | ||
| <artifactId>flink-connector-kafka</artifactId> | ||
| <version>3.0.0-1.17</version> | ||
| </dependency> | ||
| --> | ||
|
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| <!-- Add logging framework, to produce console output when running in the IDE. --> | ||
| <!-- These dependencies are excluded from the application JAR by default. --> | ||
| <dependency> | ||
| <groupId>org.apache.logging.log4j</groupId> | ||
| <artifactId>log4j-slf4j-impl</artifactId> | ||
| <version>${log4j.version}</version> | ||
| <scope>runtime</scope> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.apache.logging.log4j</groupId> | ||
| <artifactId>log4j-api</artifactId> | ||
| <version>${log4j.version}</version> | ||
| <scope>runtime</scope> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.apache.logging.log4j</groupId> | ||
| <artifactId>log4j-core</artifactId> | ||
| <version>${log4j.version}</version> | ||
| <scope>runtime</scope> | ||
| </dependency> | ||
| </dependencies> | ||
|
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| <build> | ||
| <plugins> | ||
|
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| <!-- Java Compiler --> | ||
| <plugin> | ||
| <groupId>org.apache.maven.plugins</groupId> | ||
| <artifactId>maven-compiler-plugin</artifactId> | ||
| <version>3.1</version> | ||
| <configuration> | ||
| <source>${target.java.version}</source> | ||
| <target>${target.java.version}</target> | ||
| </configuration> | ||
| </plugin> | ||
|
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| <!-- We use the maven-shade plugin to create a fat jar that contains all necessary dependencies. --> | ||
| <!-- Change the value of <mainClass>...</mainClass> if your program entry point changes. --> | ||
| <plugin> | ||
| <groupId>org.apache.maven.plugins</groupId> | ||
| <artifactId>maven-shade-plugin</artifactId> | ||
| <version>3.1.1</version> | ||
| <executions> | ||
| <!-- Run shade goal on package phase --> | ||
| <execution> | ||
| <phase>package</phase> | ||
| <goals> | ||
| <goal>shade</goal> | ||
| </goals> | ||
| <configuration> | ||
| <createDependencyReducedPom>false</createDependencyReducedPom> | ||
| <artifactSet> | ||
| <excludes> | ||
| <exclude>org.apache.flink:flink-shaded-force-shading</exclude> | ||
| <exclude>com.google.code.findbugs:jsr305</exclude> | ||
| <exclude>org.slf4j:*</exclude> | ||
| <exclude>org.apache.logging.log4j:*</exclude> | ||
| </excludes> | ||
| </artifactSet> | ||
| <filters> | ||
| <filter> | ||
| <!-- Do not copy the signatures in the META-INF folder. | ||
| Otherwise, this might cause SecurityExceptions when using the JAR. --> | ||
| <artifact>*:*</artifact> | ||
| <excludes> | ||
| <exclude>META-INF/*.SF</exclude> | ||
| <exclude>META-INF/*.DSA</exclude> | ||
| <exclude>META-INF/*.RSA</exclude> | ||
| </excludes> | ||
| </filter> | ||
| </filters> | ||
| <transformers> | ||
| <transformer implementation="org.apache.maven.plugins.shade.resource.ServicesResourceTransformer"/> | ||
| <transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer"> | ||
| <mainClass>com.clickhouse.example.covid.DataStreamJob</mainClass> | ||
| </transformer> | ||
| </transformers> | ||
| </configuration> | ||
| </execution> | ||
| </executions> | ||
| </plugin> | ||
| </plugins> | ||
|
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| <pluginManagement> | ||
| <plugins> | ||
|
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| <!-- This improves the out-of-the-box experience in Eclipse by resolving some warnings. --> | ||
| <plugin> | ||
| <groupId>org.eclipse.m2e</groupId> | ||
| <artifactId>lifecycle-mapping</artifactId> | ||
| <version>1.0.0</version> | ||
| <configuration> | ||
| <lifecycleMappingMetadata> | ||
| <pluginExecutions> | ||
| <pluginExecution> | ||
| <pluginExecutionFilter> | ||
| <groupId>org.apache.maven.plugins</groupId> | ||
| <artifactId>maven-shade-plugin</artifactId> | ||
| <versionRange>[3.1.1,)</versionRange> | ||
| <goals> | ||
| <goal>shade</goal> | ||
| </goals> | ||
| </pluginExecutionFilter> | ||
| <action> | ||
| <ignore/> | ||
| </action> | ||
| </pluginExecution> | ||
| <pluginExecution> | ||
| <pluginExecutionFilter> | ||
| <groupId>org.apache.maven.plugins</groupId> | ||
| <artifactId>maven-compiler-plugin</artifactId> | ||
| <versionRange>[3.1,)</versionRange> | ||
| <goals> | ||
| <goal>testCompile</goal> | ||
| <goal>compile</goal> | ||
| </goals> | ||
| </pluginExecutionFilter> | ||
| <action> | ||
| <ignore/> | ||
| </action> | ||
| </pluginExecution> | ||
| </pluginExecutions> | ||
| </lifecycleMappingMetadata> | ||
| </configuration> | ||
| </plugin> | ||
| </plugins> | ||
| </pluginManagement> | ||
| </build> | ||
| </project> |
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