|NO.Z.00063|——————————|BigDataEnd|——|Hadoop&Flink.V02|——|Flink.v02|Flink SQL|Flink SQL外部链接|从文件获取数据流|从kafka中获取数据|
一、外部链接:Connectors
Name | VersIon | Maven dependency | SQL CIIentJAR |
Filesystem | Built-in | Built-in | |
Elasticsearch | 6 | flink-connector-elasticsearch6 | Download |
Elasticsearch | 7 | flink-connector-elasticsearch7 | Download |
Apache Kafka | 0.10 | flink-connector-kafka-0.10 | Download |
Apache Kafka | 0.11 | flink-connector-kafka-0.11 | Download |
Apache Kafka | 0.11+( universal ) | flink-connector-kafka | Download |
Apache HBase |
1.4.3 | flink-connector-hbase | Download |
JDBC | flink-connector-jdbc | Download |
二、Formats
Name | Maven dependency | SQL Cllent JAR |
Old CSV (for files) | Built-in | Built-in |
CSV (for Kafka) | flink-csv | Built-in |
JSON | flink-json | Built-in |
Apache Avro | flink-avro | Download |
三、外部链接编程实现流程
### --- 数据查询语言DQL
~~~ # 数据查询语言DQL基本结构是由SELECT子句,FROM子句,WHERE
~~~ 子句组成的查询块:
~~~ SELECT <字段名表>
~~~ FROM <表或视图名>
~~~ WHERE <查询条件>
### --- 数据操纵语言DML
~~~ # 数据操纵语言DML主要有三种形式:
~~~ 插入:INSERT
~~~ 更新:UPDATE
~~~ 删除:DELETE
### --- 数据定义语言DDL
~~~ # 数据定义语言DDL用来创建数据库中的各种对象-----表、视图、索引、同义词、聚簇等如:
~~~ CREATE TABLE/VIEW/INDEX/SYN/CLUSTER
~~~ 表 视图 索引 同义词 簇
~~~ DDL操作是隐性提交的!不能rollback
### --- 数据控制语言DCL
~~~ 数据控制语言DCL用来授予或回收访问数据库的某种特权,
~~~ 并控制数据库操纵事务发生的时间及效果,对数据库实行监视等。
~~~ 如:连接外部系统在 Catalog 中注册表,直接调用 tableEnv.connect()就可以,
~~~ 里面参数要传入一个 ConnectorDescriptor,也就是 connector 描述器。
~~~ 对于文件系统的 connector 而言,flink 内部已经提供了,就叫做 FileSystem()。
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-csv</artifactId>
<version>1.11.1</version>
</dependency>
tEnv.connect(new FileSystem().path("sensor.txt")) # 定义表数据来源,外部连接
.withFormat(new Csv()) # 定义从外部系统读取数据之后的格式化方法
.withSchema(new Schema()
.field("id", DataTypes.STRING())
.field("timestamp", DataTypes.BIGINT())
.field("temperature", DataTypes.DOUBLE())) # 定义表结构
.createTemporaryTable("inputTable"); # 创建临时表
### --- 连接Kafka:
ConnectTableDescriptor descriptor = tEnv.connect(
// declare the external system to connect to
new Kafka()
.version("universal")
.topic("animal")
.startFromEarliest()
.property("bootstrap.servers", "hdp-2:9092")
)
// declare a format for this system
.withFormat(
// new Json()
new Csv()
)
// declare the schema of the table
.withSchema(
new Schema()
// .field("rowtime", DataTypes.TIMESTAMP(3))
// .rowtime(new Rowtime()
// .timestampsFromField("timestamp")
// .watermarksPeriodicBounded(60000)
// )
// .field("user", DataTypes.BIGINT())
.field("message", DataTypes.STRING())
);
// create a table with given name
descriptor.createTemporaryTable("MyUserTable");
Table table1 = tEnv.sqlQuery("select * from MyUserTable");
DataStream<Tuple2<Boolean, Row>> tuple2DataStream =
tEnv.toRetractStream(table1, Row.class);
tuple2DataStream.print();
四、编程代码实现:从文件系统中获取数据
### --- 编程代码实现
package com.yanqi.tableql;
import org.apache.flink.api.java.tuple.Tuple2;
import org.apache.flink.streaming.api.datastream.DataStream;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.table.api.DataTypes;
import org.apache.flink.table.api.EnvironmentSettings;
import org.apache.flink.table.api.Table;
import org.apache.flink.table.api.bridge.java.StreamTableEnvironment;
import org.apache.flink.table.descriptors.Csv;
import org.apache.flink.table.descriptors.FileSystem;
import org.apache.flink.table.descriptors.Schema;
import org.apache.flink.types.Row;
public class FromFileSystem {
public static void main(String[] args) throws Exception {
//env
StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
//tEnv
EnvironmentSettings settings = EnvironmentSettings.newInstance()
.useBlinkPlanner()
.inStreamingMode()
// .inBatchMode()
.withBuiltInCatalogName("default_catalog")
.withBuiltInDatabaseName("default_database")
.build();
StreamTableEnvironment tEnv = StreamTableEnvironment.create(env, settings);
//从文件系统中获取数据
tEnv.connect(new FileSystem().path("e:\\data\\input\\hello.txt"))
.withFormat(new Csv())
.withSchema(
new Schema()
.field("name", DataTypes.STRING())
)
.createTemporaryTable("nameTable");
String sql = "select * from nameTable";
Table resultTable = tEnv.sqlQuery(sql);
DataStream<Tuple2<Boolean, Row>> tuple2DataStream = tEnv.toRetractStream(resultTable, Row.class);
tuple2DataStream.print();
env.execute();
}
}
### --- 编译打印
D:\JAVA\jdk1.8.0_231\bin\java.exe "-javaagent:D:\IntelliJIDEA\IntelliJ IDEA 2019.3.3\lib\idea_rt.jar=55725:D:\IntelliJIDEA\IntelliJ IDEA 2019.3.3\bin" -Dfile.encoding=UTF-8 -classpath 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com.yanqi.tableql.FromFileSystem
3> (true,hello you)
4> (true,hello me)
1> (true,hi him)
五、编程代码实现:从kafka中获取数据
### --- 编程代码实现
package com.yanqi.tableql;
import org.apache.flink.api.java.tuple.Tuple2;
import org.apache.flink.streaming.api.datastream.DataStream;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.table.api.DataTypes;
import org.apache.flink.table.api.EnvironmentSettings;
import org.apache.flink.table.api.Table;
import org.apache.flink.table.api.bridge.java.StreamTableEnvironment;
import org.apache.flink.table.descriptors.Csv;
import org.apache.flink.table.descriptors.Kafka;
import org.apache.flink.table.descriptors.Schema;
import org.apache.flink.types.Row;
/**
* FlinkTable从kafka上获取数据
*/
public class FromKafka {
public static void main(String[] args) throws Exception {
//env
StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
//tEnv
EnvironmentSettings settings = EnvironmentSettings.newInstance()
.useBlinkPlanner()
.inStreamingMode()
.withBuiltInCatalogName("default_catalog")
.withBuiltInDatabaseName("default_database")
.build();
StreamTableEnvironment tEnv = StreamTableEnvironment.create(env, settings);
tEnv.connect(
new Kafka()
.version("universal")
.topic("lucasone")
.startFromEarliest()
.property("bootstrap.servers","hadoop01:9092")
)
.withFormat(new Csv())
.withSchema(
new Schema().field("name", DataTypes.STRING())
)
.createTemporaryTable("animalTable");
String sql = "select * from animalTable";
Table resultTable = tEnv.sqlQuery(sql);
DataStream<Tuple2<Boolean, Row>> tuple2DataStream = tEnv.toRetractStream(resultTable, Row.class);
tuple2DataStream.print();
env.execute();
}
}
### --- 编译打印
~~~ # 启动kafka
[root@hadoop01 ~]# cd /opt/yanqi/servers/kafka_2.12/bin/
[root@hadoop01 bin]# ./kafka-server-start.sh -daemon ../config/server.properties
~~~ # 查看主题是否存在
[root@hadoop01 ~]# kafka-topics.sh --list --zookeeper localhost:2181/myKafka
lucasone
~~~ # 编译打印
D:\JAVA\jdk1.8.0_231\bin\java.exe "-javaagent:D:\IntelliJIDEA\IntelliJ IDEA 2019.3.3\lib\idea_rt.jar=56599:D:\IntelliJIDEA\IntelliJ IDEA 2019.3.3\bin" -Dfile.encoding=UTF-8 -classpath 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com.yanqi.tableql.FromKafka
3> (true,yanqi)
3> (true,yanqi)
3> (true,stream自定义数据源)
3> (true,stream自定义数据源)
3> (true,stream自定义数据源)
3> (true,stream自定义数据源)
3> (true,1)
3> (true,2)
3> (true,3)
3> (true,4)
3> (true,5)
Walter Savage Landor:strove with none,for none was worth my strife.Nature I loved and, next to Nature, Art:I warm'd both hands before the fire of life.It sinks, and I am ready to depart
——W.S.Landor
分类:
bdv020-flink
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