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flinkcdc kafka怎样进行窗口操作

小樊
91
2024-12-20 18:07:43
栏目: 大数据

Flink CDC Kafka 是一个用于从 Kafka 中捕获变更数据并将其流式传输到 Flink 应用程序的库。要在 Flink CDC Kafka 中执行窗口操作,您需要遵循以下步骤:

  1. 添加依赖项:首先,确保在 Flink 项目中添加了 Flink CDC Kafka 连接器依赖项。在 Maven 项目的 pom.xml 文件中添加以下依赖项:
<dependency> <groupId>com.ververica</groupId> <artifactId>flink-connector-kafka-cdc</artifactId> <version>1.14.0</version> </dependency> 
  1. 创建 Flink 应用程序:创建一个 Flink 应用程序,并配置 Kafka CDC 连接器以从 Kafka 主题中捕获变更数据。例如:
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; import org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer; import org.apache.flink.streaming.connectors.kafka.FlinkKafkaProducer; import org.apache.flink.streaming.connectors.kafka.internals.KafkaSerializationSchemaWrapper; import org.apache.flink.streaming.connectors.kafka.internals.KafkaTopicPartition; import org.apache.flink.streaming.connectors.kafka.internals.KafkaUtils; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.internals.Kafka袁家军Wrapper; import org.apache.flink.streaming.connectors.kafka.intern

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