Flink CDC中tikv这个怎么处理呢 增加tikv节点么?
安装 TiKV:首先需要在 TiKV 集群中增加新的节点,确保 TiKV 集群可用。可以参考 TiKV 官方文档进行安装和配置,也可以使用工具如 TiUP 等进行自动化部署。
配置 TiCDC:TiCDC 是 TiKV 的一个子项目,用于解决 TiKV 的异构数据源同步问题。需要在 TiCDC 中配置 MySQL 数据库的连接信息和 TiKV 相关参数,以便 TiCDC 可以将数据从 MySQL 同步到 TiKV 中。
配置 Flink CDC:在 Flink CDC 中,需要添加一个新的 TiKV Sink,用于将数据从 Flink 中输出到 TiKV 中。可以使用 Flink Connector for TiDB 插件来实现这一功能。该插件提供了 TiDB 和 TiKV 的 Sink 和 Source,可以方便地进行 TiDB 和 TiKV 的数据同步。
编写 Flink 程序:最后,需要编写 Flink 程序来读取 MySQL 数据库中的数据,并将其输出到 TiKV 中。可以使用 Flink SQL 或 Flink DataStream API 来编写程序,具体实现方式取决于具体的业务需求和数据处理场景。
在Flink CDC中,Tikv节点是用来存储TiDB中的数据的。如果你想要增加Tikv节点,你需要执行以下步骤:
在Flink CDC中使用TiKV,首先需要确保你的集群环境中已经安装了TiKV。然后,你可以按照以下步骤进行操作:
pom.xml
文件中添加以下依赖:<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-connector-clickhouse_2.11</artifactId>
<version>${flink.version}</version>
</dependency>
flink-conf.yaml
文件中添加以下内容:```yaml
execution.runtime-mode: cluster
parallelism.default: 1
jobmanager.rpc.address: localhost
jobmanager.heap.mb: 1000
taskmanager.heap.mb: 800
taskmanager.numberOfTaskSlots: 2
connector.keep-alive: true
connector.allow-non-restored-state: true
execution.checkpointing.strategy: periodic
execution.checkpointing.interval: 60s
execution.checkpointing.min-pause: 5s
execution.checkpointing.max-concurrent-checkpoints: 1
execution.checkpointing.timeout: 0ms
execution.checkpointing.extra-concurrent-checkpoints: 0
execution.checkpointing.checkpoint-failover-strategy: REGULAR
execution.checkpointing.savepoint.directory: s3a://my-bucket/savepoints
execution.checkpointing.savepoint.keep-for-one-minute: false
execution.checkpointing.savepoint.keep-for-one-hour: false
execution.checkpointing.savepoint.keep-for-one-day: false
execution.checkpointing.savepoint.keep-forever: false
execution.checkpointing.savepoint.compatibility: NONE
execution.checkpointing.savepoint.compatibility-for-kafka-streams: NONE
execution.checkpointing.savepoint.compatibility-for-flink-sql: NONE
execution.checkpointing.savepoint.compatibility-for-data-stream-api: NONE
execution.checkpointing.savepoint.compatibility-for-legacy-format: NONE
execution.checkpointing.savepoint.compatibility-for-table-api: NONE
execution.checkpointing.savepoint.compatibility-for-source-and-sink-factories: NONE
execution.checkpointing.savepoint.compatibility-for-custom-format: NONE
execution.checkpointing.savepoint.compatibility-for-custom-serialization: NONE
execution.checkpointing.savepoint.compatibility-for-custom-deserialization: NONE
execution.checkpointing.savepoint.compatibility-for-custom-watermarks: NONE
execution.checkpointing.savepoint.compatibility-for-custom-timestamp-assigners: NONE
execution.checkpointing.savepoint.compatibility-for-custom-operator: NONE
execution.checkpointing.savepoint.compatibility-for-custom-io-registry: NONE
execution.checkpointing.savepoint.compatibility-for-custom-typeinfo: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-backend: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-view-factory: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-family: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-extractor: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-value: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-metadata: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-visitor: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-serializer: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-deserializer: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-copy-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-equals-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-hash-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-union-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-intersection-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-subtraction-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-addition-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-removal-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-replacement-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-update-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-merge-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-split-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-join-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-map-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-flat-map-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-filter-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-reduce-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-collect-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-iterate-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-key-selector: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-value-selector: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-window-assigner: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-trigger: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-accumulator: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-combine-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-finish-function: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-out-of-orderness-behavior: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-state-description: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-state-factory: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-state-visitor: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-state-serializer: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-state-deserializer: NONE
execution.checkpointing.savepoint.compatibility-for-custom-state-tag-state-copy-function
Flink CDC 支持 TiKV 作为 Change Data Capture(CDC)数据源。要使用 TiKV 作为 Flink CDC 的数据源,你需要按照以下步骤操作:
org.apache.flink
flink-connector-tikv_2.12
1.13.2
CopyCopy
请注意,这里我们使用的是 Flink 1.13.2 版本,你还需要根据你的项目需求选择合适的版本。
import org.apache.flink.connector.tikv.TiKVConfig;
import org.apache.flink.connector.tikv.TiKVData;
// ...
TiKVConfig tiKVConfig = TiKVConfig.newBuilder()
.setMasterAddresses("tikv-master-01:2379,tikv-master-02:2379")
.setWorkerAddresses("tikv-worker-01:2380,tikv-worker-02:2380")
.build();
// ...
DataStream tiKVDataStream = env.connect(tiKVConfig)
.with(new TiKVData.TiKVDataFunction());
CopyCopy
请将 tikv-master-01:2379,tikv-master-02:2379 和 tikv-worker-01:2380,tikv-worker-02:2380 替换为你的 TiKV 集群的实际连接信息。
tiKVDataStream
.filter(new TiKVDataFilterFunction())
.map(new TiKVDataMapFunction())
.groupBy(...);
CopyCopy
请注意,你需要根据你的业务需求实现 TiKVDataFilterFunction 和 TiKVDataMapFunction 函数。
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