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+---
+title: Offline Sync Connector Extension
+sidebar_position: 6
+---
+## Overview
+Apache InLong is a powerful data synchronization tool that supports both real-time and offline synchronization, relying on Flink as its underlying engine.
+Through a unified Flink SQL API, users can handle both types of data synchronization tasks using the same code.
+
+The difference between the two is that real-time synchronization uses Flink Streaming to implement data synchronization, while offline synchronization uses Flink Batch for data synchronization.
+In practical use, users can choose the appropriate synchronization method based on their needs..
+
+This article describes how to extend offline synchronization connector plugins and how to extend third-party scheduling services.
+
+## Offline connector extension
+Offline synchronization, like real-time synchronization, mainly consists of two parts: Source and Sink. The biggest difference lies in whether the Source is bounded:
+- The Source for real-time synchronization is unbounded.
+- The Source for offline synchronization is bounded.
+
+Bounded means that the offline data source has a clear start and end, typically using batch processing for offline data synchronization.
+The offline data source reuses the Flink Connector from real-time synchronization and adds the property of whether the Source is bounded, while the implementation of the Sink is consistent with that of real-time synchronization.
+
+Flink's Source provides interfaces to set data boundaries:
+```java
+    /**
+     * Get the boundedness of this source.
+     *
+     * @return the boundedness of this source.
+     */
+    Boundedness getBoundedness();
+```
+
+Boundedness is an enumeration type with two values: BOUNDED and CONTINUOUS_UNBOUNDED.
+```java
+@Public
+public enum Boundedness {
+    /**
+     * A BOUNDED stream is a stream with finite records.
+     */
+    BOUNDED,
+
+    /**
+     * A CONTINUOUS_UNBOUNDED stream is a stream with infinite records.
+     */
+    CONTINUOUS_UNBOUNDED
+}
+```
+Using Pulsar Source as an example, describe how to set the boundedness property for the Pulsar Source.
+### Data source boundaries
+`lowerBound`: Represents the starting position of the boundary.
+`upperBound`: Represents the ending position of the boundary.
+`boundaryType`: Indicates the type of boundary, currently supporting two types: TIME and OFFSET.
+```java
+public class Boundaries {
+    public String lowerBound;
+    public String upperBound;
+    public BoundaryType boundaryType;
+}
+```
+The boundary information is carried by the ExtractNode, which corresponds to the Source in Flink.
+```java
+public abstract class ExtractNode implements Node {
+    public void fillInBoundaries(Boundaries boundaries) {
+        Preconditions.checkNotNull(boundaries, "boundaries is null");
+        // every single kind of extract node should provide the way to fill in boundaries individually
+    }
+}
+```
+### Setting Boundaries for the Source
+In `PulsarExtractNode`, the Boundaries information will be configured into the relevant parameters of the Pulsar Connector.：
+```java
+@Override
+    public void fillInBoundaries(Boundaries boundaries) {
+        super.fillInBoundaries(boundaries);
+        BoundaryType boundaryType = boundaries.getBoundaryType();
+        String lowerBoundary = boundaries.getLowerBound();
+        String upperBoundary = boundaries.getUpperBound();
+        if (Objects.requireNonNull(boundaryType) == BoundaryType.TIME) {
+            // set time boundaries
+            sourceBoundaryOptions.put("source.start.publish-time", lowerBoundary);
+            sourceBoundaryOptions.put("source.stop.at-publish-time", upperBoundary);
+            log.info("Filled in source boundaries options");
+        } else {
+            log.warn("Not supported boundary type: {}", boundaryType);
+        }
+    }
+```
+These parameters will be recognized by the PulsarSource, and during the initialization of the PulsarSource, a `BoundedStopCursor` will be set for the Source.
+```java
+@Override
+public ScanRuntimeProvider getScanRuntimeProvider(ScanContext context) {
+    PulsarDeserializationSchema<RowData> deserializationSchema =
+            deserializationSchemaFactory.createPulsarDeserialization(context);
+    PulsarSourceBuilder<RowData> sourceBuilder = PulsarSource.builder();
+    sourceBuilder
+            .setTopics(topics)
+            .setStartCursor(startCursor)
+            .setDeserializationSchema(deserializationSchema)
+            .setProperties(properties);
+    if (!(stopCursor instanceof NeverStopCursor)) {
+        // 设置 stop cursor
+        sourceBuilder.setBoundedStopCursor(stopCursor);
+    } else {
+        sourceBuilder.setUnboundedStopCursor(stopCursor);
+    }
+    return SourceProvider.of(sourceBuilder.build());
+}
+```
+If a `BoundedStopCursor` is configured, the Source's boundedness property will be set to `Boundedness.BOUNDED`.
+```java
+public PulsarSourceBuilder<OUT> setBoundedStopCursor(StopCursor stopCursor) {
+        this.boundedness = Boundedness.BOUNDED;
+        this.stopCursor = checkNotNull(stopCursor);
+        return this;
+    }
+```
+This way, the Flink engine can recognize that this is a bounded Source, allowing it to process data using a batch approach.
+
+## Offline Sync Scheduling
+Offline synchronization is based on Flink batch jobs and can be scheduled at regular intervals. Each Flink batch job is triggered by the scheduling system. InLong has a built-in scheduling system based on Quartz, which supports the scheduling of offline tasks.
+
+The overall process of offline synchronization task scheduling is illustrated in the following diagram:
+![Offline Sync Schedule](img/offline_sync_schedule.png)
+
+- The user creates an offline synchronization task
+- After task approval, the task will be registered with the scheduling system via ScheduleClient.
+- The scheduling service will periodically generate scheduling instances based on the configuration information.
+- The scheduling instance will callback to InLong's Schedule Operator, initiating a task execution. The callback will carry detailed task information, including GroupId, StreamId, task start and end boundaries, and other parameters.
+- The Schedule Operator will create a Flink Job based on the task's detailed information and submit it to the Flink cluster for execution.
+
+### Scheduling Engine Expansion
+InLong's offline scheduling capability supports third-party scheduling systems. Next, we will introduce how to expand scheduling capabilities.
+
+#### Scheduling Task Registration
+`ScheduleClient` is the client for scheduling task registration, allowing users to register tasks with the scheduling system. 
+The `ScheduleClient` selects the scheduling engine based on the engineType in `ScheduleInfo`, and users can extend scheduling capabilities by implementing the `ScheduleEngineClient` interface.
+
+```java
+public interface ScheduleEngineClient {
+    /**
+     * Check whether scheduleEngine type is matched.
+     * */
+    boolean accept(String engineType);
+    /**
+     * Register schedule to schedule engine.
+     * @param scheduleInfo schedule info to register
+     * */
+    boolean register(ScheduleInfo scheduleInfo);
+    /**
+     * Un-register schedule from schedule engine.
+     *
+     * @param groupId schedule info to unregister
+     */
+    boolean unregister(String groupId);
+    /**
+     * Update schedule from schedule engine.
+     * @param scheduleInfo schedule info to update
+     * */
+    boolean update(ScheduleInfo scheduleInfo);
+}
+```
+`ScheduleEngineClient` provides the capability to register, unregister, and update scheduling tasks, allowing users to implement these interfaces according to their needs.
+#### Scheduling Task Execution
+The execution of scheduling tasks relies on the scheduling service, which periodically generates scheduling instances based on the scheduling configuration. It then callbacks to InLong's `Schedule Operator` to initiate a task execution.
+For example, using the built-in Quartz scheduling service, we can demonstrate how the scheduling system periodically triggers offline synchronization tasks.
+
+```java
+public interface ScheduleEngine {
+    /**
+     * Start schedule engine.
+     * */
+    void start();
+    /**
+     * Handle schedule register.
+     * @param scheduleInfo schedule info to register
+     * */
+    boolean handleRegister(ScheduleInfo scheduleInfo);
+    /**
+     * Handle schedule unregister.
+     * @param groupId group to un-register schedule info
+     * */
+    boolean handleUnregister(String groupId);
+    /**
+     * Handle schedule update.
+     * @param scheduleInfo schedule info to update
+     * */
+    boolean handleUpdate(ScheduleInfo scheduleInfo);
+    /**
+     * Stop schedule engine.
+     * */
+    void stop();
+}
+```
+
+`QuartzScheduleEngine` provides a `Scheduler` that offers capabilities for starting, stopping, registering, unregistering, and updating scheduling tasks in response to requests from `ScheduleEngineClient`.
+
+Currently, `QuartzScheduleEngine` supports periodic scheduling based on scheduling cycle configurations and crontab expressions. Each periodic scheduling instance includes trigger time, cycle, and other relevant information, which is used to initiate InLong data synchronization tasks.
+
+Each scheduling instance corresponds to a `QuartzOfflineSyncJob`, which sends an `OfflineJobRequest` to the Manager.
+
+```java
+public class OfflineJobRequest {
+
+    @ApiModelProperty("Inlong Group ID")
+    @NotNull
+    private String groupId;
+
+    @ApiModelProperty("Source boundary type, TIME and OFFSET are supported")
+    @NotNull
+    private String boundaryType;
+
+    @ApiModelProperty("The lower bound for bounded source")
+    @NotNull
+    private String lowerBoundary;
+
+    @ApiModelProperty("The upper bound for bounded source")
+    @NotNull
+    private String upperBoundary;
+}
+```
+`OfflineJobRequest` includes parameters such as GroupId, StreamId, and the task's start and end boundaries.
+
+When extending third-party scheduling engines, users also need to construct `OfflineJobRequest` within the scheduling instance and send task execution requests to the `Manager`.
+
+
+## Summary
+This article primarily describes methods for extending offline data synchronization capabilities, including how to enhance offline synchronization based on real-time data sources and how to support third-party scheduling engines.
+
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diff --git a/i18n/zh-CN/docusaurus-plugin-content-docs/current/development/extension_sort/offline_data_sync.md b/i18n/zh-CN/docusaurus-plugin-content-docs/current/development/extension_sort/offline_data_sync.md
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+---
+title: 离线同步 Connector 插件扩展
+sidebar_position: 6
+---
+## 概述
+目前，Apache InLong 支持数据实时同步和离线同步，底层的数据计算引擎都是 Flink。
+
+Apache InLong 通过流批统一的 Flink SQL API 实现一套代码同时支持实时和离线的数据同步任务的能力。
+两者的区别是实时同步使用 Flink Streaming 实现数据同步，而离线同步则是使用 Flink Batch 实现数据同步。
+在实际使用中，用户可以根据自己的需求选择合适的同步方式。
+
+本文描述如何扩展离线同步 connector 插件以及如何扩展第三方调度服务。
+
+## 离线数据源扩展
+
+离线同步和实时同步一样，也主要包括 Source 和 Sink 两部分，最大的区别在于 Source 是否有界：
+- 实时同步的 Source 是无边界的
+- 离线同步的 Source 是有边界的
+
+边界是指离线数据源具有明确的起始和结束，一般采用批处理的方式来做离线数据同步。
+离线数据源复用了实时同步的 Flink Connector，并且增加了 Source 的是否有边界的属性，Sink 的实现和实时同步的 Sink 一致。
+
+Flink 的 Source 中提供了接口来设置数据边界的接口：
+```java
+    /**
+     * Get the boundedness of this source.
+     *
+     * @return the boundedness of this source.
+     */
+    Boundedness getBoundedness();
+```
+Boundedness 是一个枚举类型，有两个值：
+```java
+@Public
+public enum Boundedness {
+    /**
+     * A BOUNDED stream is a stream with finite records.
+     */
+    BOUNDED,
+
+    /**
+     * A CONTINUOUS_UNBOUNDED stream is a stream with infinite records.
+     */
+    CONTINUOUS_UNBOUNDED
+}
+```
+以 Pulsar Source 为例，来描述如何为 Pulsar Source 设置边界属性。
+### 数据源边界
+边界由 `Boundaries` 确定，包括 
+- `lowerBound` ：表示边界的起始位置
+- `upperBound` ：表示边界的结束位置
+- `boundaryType` ： 表示边界的类型，目前支持 `TIME` 和 `OFFSET` 两种类型
+```java
+public class Boundaries {
+    public String lowerBound;
+    public String upperBound;
+    public BoundaryType boundaryType;
+}
+```
+边界信息是由 `ExtractNode` 携带的，`ExtractNode` 对应 Flink 的 Source。
+```java
+public abstract class ExtractNode implements Node {
+    public void fillInBoundaries(Boundaries boundaries) {
+        Preconditions.checkNotNull(boundaries, "boundaries is null");
+        // every single kind of extract node should provide the way to fill in boundaries individually
+    }
+}
+```
+### Source 的边界设置
+`PulsarExtractNode` 中会将 Boundaries 信息配置到 Pulsar Connector 的相关参数中：
+```java
+@Override
+    public void fillInBoundaries(Boundaries boundaries) {
+        super.fillInBoundaries(boundaries);
+        BoundaryType boundaryType = boundaries.getBoundaryType();
+        String lowerBoundary = boundaries.getLowerBound();
+        String upperBoundary = boundaries.getUpperBound();
+        if (Objects.requireNonNull(boundaryType) == BoundaryType.TIME) {
+            // 设置时间边界
+            sourceBoundaryOptions.put("source.start.publish-time", lowerBoundary);
+            sourceBoundaryOptions.put("source.stop.at-publish-time", upperBoundary);
+            log.info("Filled in source boundaries options");
+        } else {
+            log.warn("Not supported boundary type: {}", boundaryType);
+        }
+    }
+```
+这些参数会被 PulsarSource 感知到，在初始化 PulsarSource 时，会为 Source 设置一个 `BoundedStopCursor`
+```java
+@Override
+public ScanRuntimeProvider getScanRuntimeProvider(ScanContext context) {
+    PulsarDeserializationSchema<RowData> deserializationSchema =
+            deserializationSchemaFactory.createPulsarDeserialization(context);
+    PulsarSourceBuilder<RowData> sourceBuilder = PulsarSource.builder();
+    sourceBuilder
+            .setTopics(topics)
+            .setStartCursor(startCursor)
+            .setDeserializationSchema(deserializationSchema)
+            .setProperties(properties);
+    if (!(stopCursor instanceof NeverStopCursor)) {
+        // 设置 stop cursor
+        sourceBuilder.setBoundedStopCursor(stopCursor);
+    } else {
+        sourceBuilder.setUnboundedStopCursor(stopCursor);
+    }
+    return SourceProvider.of(sourceBuilder.build());
+}
+```
+如果配置了 `BoundedStopCursor`，则会将 Source 的 `boundedness` 属性设置为 `Boundedness.BOUNDED`。
+```java
+public PulsarSourceBuilder<OUT> setBoundedStopCursor(StopCursor stopCursor) {
+        this.boundedness = Boundedness.BOUNDED;
+        this.stopCursor = checkNotNull(stopCursor);
+        return this;
+    }
+```
+这样 Flink 引擎就可以感知这是一个有边界的 Source，从而使用 Batch 的方式来处理数据。
+
+## 离线同步任务调度
+离线同步是基于 Flink batch 的任务，并且可以按照一定的周期进行调度，每个 Flink Batch 任务都是由调度系统触发的。 InLong 内置了基于 Quartz 的调度系统，可以支持离线任务的调度。
+
+离线同步任务调度的整体流程如图所示：
+
+![Offline Sync Schedule](img/offline_sync_schedule.png)
+
+- 用户创建离线同步任务
+- 任务审批之后，会通过 `ScheduleClient` 向调度系统注册任务
+- 调度服务会根据调度的配置信息，周期性的生成调度实例
+- 调度实例会回调 InLong 的 `Schedule Operator`，发起一次任务执行，回调中会携带任务的详细信息，包括 GroupId、StreamId、任务起始和结束边界等参数
+- `Schedule Operator` 会根据任务的详细信息，创建一个 Flink Job，提交到 Flink 集群中执行
+
+### 调度能力扩展
+InLong 的离线调度能力支持第三方调度系统，接下来介绍如何扩展调度能力。
+
+#### 调度任务注册
+`ScheduleClient` 是调度任务注册的客户端，用户可以通过 `ScheduleClient` 向调度系统注册任务。
+`ScheduleClient` 会根据 `ScheduleInfo` 中的 `engineType` 来选择调度引擎，用户可以通过实现 `ScheduleEngineClient` 接口来扩展调度能力。
+
+```java
+public interface ScheduleEngineClient {
+    /**
+     * Check whether scheduleEngine type is matched.
+     * */
+    boolean accept(String engineType);
+    /**
+     * Register schedule to schedule engine.
+     * @param scheduleInfo schedule info to register
+     * */
+    boolean register(ScheduleInfo scheduleInfo);
+    /**
+     * Un-register schedule from schedule engine.
+     *
+     * @param groupId schedule info to unregister
+     */
+    boolean unregister(String groupId);
+    /**
+     * Update schedule from schedule engine.
+     * @param scheduleInfo schedule info to update
+     * */
+    boolean update(ScheduleInfo scheduleInfo);
+}
+```
+`ScheduleEngineClient` 提供了注册、注销、更新调度任务的能力，用户可以根据自己的需求实现这些接口。
+
+#### 调度任务执行
+调度任务的执行依赖于调度服务，调度服务会根据调度配置信息，周期性的生成调度实例，然后回调 InLong 的 `Schedule Operator`，发起一次任务执行。
+以内置的 Quartz 调度服务为例来展示调度系统如何周期性触发离线同步任务。
+
+```java
+public interface ScheduleEngine {
+    /**
+     * Start schedule engine.
+     * */
+    void start();
+    /**
+     * Handle schedule register.
+     * @param scheduleInfo schedule info to register
+     * */
+    boolean handleRegister(ScheduleInfo scheduleInfo);
+    /**
+     * Handle schedule unregister.
+     * @param groupId group to un-register schedule info
+     * */
+    boolean handleUnregister(String groupId);
+    /**
+     * Handle schedule update.
+     * @param scheduleInfo schedule info to update
+     * */
+    boolean handleUpdate(ScheduleInfo scheduleInfo);
+    /**
+     * Stop schedule engine.
+     * */
+    void stop();
+}
+```
+`QuartzScheduleEngine` 提供了 `Scheduler` 调度器，针对于 `ScheduleEngineClient` 的注册、注销、更新请求， 提供了的启动、停止、注册、注销、更新调度任务的能力。
+
+`QuartzScheduleEngine` 目前提供了基于调度周期配置以及基于 crontab 表达式的周期调度能力，每个周期产生的调度实例中包含了触发时间、周期等信息，根据这些信息完成对 InLong 数据同步任务的拉起。
+
+每个调度实例都对应于一个 `QuartzOfflineSyncJob`, `QuartzOfflineSyncJob` 向 `Manager` 发起一次 `OfflineJobRequest`
+```java
+public class OfflineJobRequest {
+
+    @ApiModelProperty("Inlong Group ID")
+    @NotNull
+    private String groupId;
+
+    @ApiModelProperty("Source boundary type, TIME and OFFSET are supported")
+    @NotNull
+    private String boundaryType;
+
+    @ApiModelProperty("The lower bound for bounded source")
+    @NotNull
+    private String lowerBoundary;
+
+    @ApiModelProperty("The upper bound for bounded source")
+    @NotNull
+    private String upperBoundary;
+}
+```
+`OfflineJobRequest` 包含了 GroupId、StreamId、任务起始和结束边界等参数。
+
+在扩展第三方调度引擎时，用户需要同样的在调度实例中构建 `OfflineJobRequest`，并向 `Manager` 发起任务执行请求。
+
+## 总结
+本文主要描述了离线数据同步的扩展方法，包括如何基于实时同步的数据源来扩展离线同步的能力，以及如何扩展支持第三方的调度引擎。
+
diff --git a/image_raw/development/.gitkeep b/image_raw/development/.gitkeep
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