# LazyForEach: Lazy Data Loading

For details about API parameters, see [LazyForEach](https://gitee.com/openharmony/docs/blob/master/en/application-dev/reference/apis-arkui/arkui-ts/ts-rendering-control-lazyforeach.md) APIs.

**LazyForEach** iterates over provided data sources and creates corresponding components during each iteration. When **LazyForEach** is used in a scrolling container, the framework creates components as required within the visible area of the scrolling container. When a component is out of the visible area, the framework destroys and reclaims the component to reduce memory usage.

## Constraints

- **LazyForEach** must be used in a container component. Only the [List](../reference/apis-arkui/arkui-ts/ts-container-list.md), [Grid](../reference/apis-arkui/arkui-ts/ts-container-grid.md), [Swiper](../reference/apis-arkui/arkui-ts/ts-container-swiper.md), and [WaterFlow](../reference/apis-arkui/arkui-ts/ts-container-waterflow.md) components support lazy loading (that is, only the visible part and a small amount of data before and after the visible part are loaded for caching). For other components, all data is loaded at once.
- In each iteration, only one child component must be created for **LazyForEach**. That is, the child component generation function of **LazyForEach** has only one root component.
- The generated child components must be allowed in the parent container component of **LazyForEach**.
- **LazyForEach** can be included in an **if/else** statement, and can also contain such a statement.
- The ID generation function must generate a unique value for each piece of data. Rendering issues will arise with components assigned duplicate IDs.
- **LazyForEach** must use the **DataChangeListener** object to re-render UI. If the first parameter **dataSource** is re-assigned a value, an exception occurs. When **dataSource** uses a state variable, the change of the state variable does not trigger the UI re-renders performed by **LazyForEach**.
- For better rendering performance, when the **onDataChange** API of the **DataChangeListener** object is used to update the UI, an ID different from the original one needs to be generated to trigger component re-rendering.
- **LazyForEach** must be used with the [@Reusable](https://developer.huawei.com/consumer/en/doc/best-practices-V5/bpta-component-reuse-V5#section5601835174020) decorator to trigger node reuse. Use @Reusable to decorate the components on the **LazyForEach** list. For details, see [Reuse Rules](https://developer.huawei.com/consumer/en/doc/best-practices-V5/bpta-component-reuse-V5#section5923195311402).

## Key Generation Rules

During **LazyForEach** rendering, the system generates a unique, persistent key for each item to identify the owing component. When the key changes, the ArkUI framework considers that the array element has been replaced or modified and creates a new component based on the new key.

**LazyForEach** provides a parameter named **keyGenerator**, which is in effect a function through which you can customize key generation rules. If no **keyGenerator** function is defined, the ArkUI framework uses the default key generation function, that is, **(item: Object, index: number) => { return viewId + '-' + index.toString(); }**, wherein **viewId** is generated during compiler conversion. The **viewId** values in the same **LazyForEach** component are the same.

## Component Creation Rules

After the key generation rules are determined, the **itemGenerator** function – the second parameter in **LazyForEach** – creates a component for each array item of the data source based on the rules. There are two cases for creating a component: [initial render](#initial-render) and [non initial render](#non-initial-render).

### Initial Render

- ### Generating Different Key Values

When used for initial render, **LazyForEach** generates a unique key for each array item of the data source based on the key generation rules, and creates a component.

```ts
// Basic implementation of IDataSource to handle data listener
class BasicDataSource implements IDataSource {
  private listeners: DataChangeListener[] = [];
  private originDataArray: string[] = [];

  public totalCount(): number {
    return 0;
  }

  public getData(index: number): string {
    return this.originDataArray[index];
  }

  // This method is called by the framework to add a listener to the LazyForEach data source.
  registerDataChangeListener(listener: DataChangeListener): void {
    if (this.listeners.indexOf(listener) < 0) {
      console.info('add listener');
      this.listeners.push(listener);
    }
  }

  // This method is called by the framework to remove the listener from the LazyForEach data source.
  unregisterDataChangeListener(listener: DataChangeListener): void {
    const pos = this.listeners.indexOf(listener);
    if (pos >= 0) {
      console.info('remove listener');
      this.listeners.splice(pos, 1);
    }
  }

  // Notify LazyForEach that all child components need to be reloaded.
  notifyDataReload(): void {
    this.listeners.forEach(listener => {
      listener.onDataReloaded();
    })
  }

  // Notify LazyForEach that a child component needs to be added for the data item with the specified index.
  notifyDataAdd(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataAdd(index);
    })
  }

  // Notify LazyForEach that the data item with the specified index has changed and the child component needs to be rebuilt.
  notifyDataChange(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataChange(index);
    })
  }

  // Notify LazyForEach that the child component needs to be deleted from the data item with the specified index.
  notifyDataDelete(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataDelete(index);
    })
  }

  // Notify LazyForEach that data needs to be swapped between the from and to positions.
  notifyDataMove(from: number, to: number): void {
    this.listeners.forEach(listener => {
      listener.onDataMove(from, to);
    })
  }
}

class MyDataSource extends BasicDataSource {
  private dataArray: string[] = [];

  public totalCount(): number {
    return this.dataArray.length;
  }

  public getData(index: number): string {
    return this.dataArray[index];
  }

  public addData(index: number, data: string): void {
    this.dataArray.splice(index, 0, data);
    this.notifyDataAdd(index);
  }

  public pushData(data: string): void {
    this.dataArray.push(data);
    this.notifyDataAdd(this.dataArray.length - 1);
  }
}

@Entry
@Component
struct MyComponent {
  private data: MyDataSource = new MyDataSource();
   
  aboutToAppear() {
    for (let i = 0; i <= 20; i++) {
      this.data.pushData(`Hello ${i}`)
    }
  }

  build() {
    List({ space: 3 }) {
      LazyForEach(this.data, (item: string) => {
        ListItem() {
          Row() {
            Text(item).fontSize(50)
              .onAppear(() => {
                console.info("appear:" + item)
              })
          }.margin({ left: 10, right: 10 })
        }
      }, (item: string) => item)
    }.cachedCount(5)
  }
}
```

In the preceding code snippets, the key generation rule is the return value **item** of the **keyGenerator** function. During loop rendering, **LazyForEach** generates keys in the sequence of **Hello 0**, **Hello 1**, ..., **Hello 20** for the array item of the data source, creates the corresponding **ListItem** child components and render them on the GUI.

The figure below shows the effect.

**Figure 1** Initial render of LazyForEach 
![LazyForEach-Render-DifferentKey](./figures/LazyForEach-Render-DifferentKey.gif)

- ### Incorrect Rendering When Keys Are the Same

When the keys generated for different data items are the same, the behavior of the framework is unpredictable. For example, in the following code, the keys of the data items rendered by **LazyForEach** are the same. During the swipe process, **LazyForEach** preloads child components for the current page. Because the new child component and the destroyed component have the same key, the framework may incorrectly obtain the cache. As a result, the child component rendering is abnormal.

 ```ts
class BasicDataSource implements IDataSource {
  private listeners: DataChangeListener[] = [];
  private originDataArray: string[] = [];

  public totalCount(): number {
    return 0;
  }

  public getData(index: number): string {
    return this.originDataArray[index];
  }

  registerDataChangeListener(listener: DataChangeListener): void {
    if (this.listeners.indexOf(listener) < 0) {
      console.info('add listener');
      this.listeners.push(listener);
    }
  }

  unregisterDataChangeListener(listener: DataChangeListener): void {
    const pos = this.listeners.indexOf(listener);
    if (pos >= 0) {
      console.info('remove listener');
      this.listeners.splice(pos, 1);
    }
  }

  notifyDataReload(): void {
    this.listeners.forEach(listener => {
      listener.onDataReloaded();
    })
  }

  notifyDataAdd(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataAdd(index);
    })
  }

  notifyDataChange(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataChange(index);
    })
  }

  notifyDataDelete(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataDelete(index);
    })
  }

  notifyDataMove(from: number, to: number): void {
    this.listeners.forEach(listener => {
      listener.onDataMove(from, to);
    })
  }
}

class MyDataSource extends BasicDataSource {
  private dataArray: string[] = [];

  public totalCount(): number {
    return this.dataArray.length;
  }

  public getData(index: number): string {
    return this.dataArray[index];
  }

  public addData(index: number, data: string): void {
    this.dataArray.splice(index, 0, data);
    this.notifyDataAdd(index);
  }

  public pushData(data: string): void {
    this.dataArray.push(data);
    this.notifyDataAdd(this.dataArray.length - 1);
  }
}

@Entry
@Component
struct MyComponent {
  private data: MyDataSource = new MyDataSource();

  aboutToAppear() {
    for (let i = 0; i <= 20; i++) {
      this.data.pushData(`Hello ${i}`)
    }
  }

  build() {
    List({ space: 3 }) {
      LazyForEach(this.data, (item: string) => {
        ListItem() {
          Row() {
            Text(item).fontSize(50)
              .onAppear(() => {
                console.info("appear:" + item)
              })
          }.margin({ left: 10, right: 10 })
        }
      }, (item: string) => 'same key')
    }.cachedCount(5)
  }
}
 ```

The figure below shows the effect.

**Figure 2** LazyForEach rendering when keys are the same 
![LazyForEach-Render-SameKey](./figures/LazyForEach-Render-SameKey.gif)

### Non Initial Render

When the **LazyForEach** data source changes and a re-render is required, call a listener API based on the data source change to notify **LazyForEach**. Below are some use cases.

- ### Adding Data

```ts
class BasicDataSource implements IDataSource {
  private listeners: DataChangeListener[] = [];
  private originDataArray: string[] = [];

  public totalCount(): number {
    return 0;
  }

  public getData(index: number): string {
    return this.originDataArray[index];
  }

  registerDataChangeListener(listener: DataChangeListener): void {
    if (this.listeners.indexOf(listener) < 0) {
      console.info('add listener');
      this.listeners.push(listener);
    }
  }

  unregisterDataChangeListener(listener: DataChangeListener): void {
    const pos = this.listeners.indexOf(listener);
    if (pos >= 0) {
      console.info('remove listener');
      this.listeners.splice(pos, 1);
    }
  }

  notifyDataReload(): void {
    this.listeners.forEach(listener => {
      listener.onDataReloaded();
    })
  }

  notifyDataAdd(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataAdd(index);
      // Method 2: listener.onDatasetChange([{type: DataOperationType.ADD, index: index}]);
    })
  }

  notifyDataChange(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataChange(index);
    })
  }

  notifyDataDelete(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataDelete(index);
    })
  }

  notifyDataMove(from: number, to: number): void {
    this.listeners.forEach(listener => {
      listener.onDataMove(from, to);
    })
  }
}

class MyDataSource extends BasicDataSource {
  private dataArray: string[] = [];

  public totalCount(): number {
    return this.dataArray.length;
  }

  public getData(index: number): string {
    return this.dataArray[index];
  }

  public addData(index: number, data: string): void {
    this.dataArray.splice(index, 0, data);
    this.notifyDataAdd(index);
  }

  public pushData(data: string): void {
    this.dataArray.push(data);
    this.notifyDataAdd(this.dataArray.length - 1);
  }
}

@Entry
@Component
struct MyComponent {
  private data: MyDataSource = new MyDataSource();

  aboutToAppear() {
    for (let i = 0; i <= 20; i++) {
      this.data.pushData(`Hello ${i}`)
    }
  }

  build() {
    List({ space: 3 }) {
      LazyForEach(this.data, (item: string) => {
        ListItem() {
          Row() {
            Text(item).fontSize(50)
              .onAppear(() => {
                console.info("appear:" + item)
              })
          }.margin({ left: 10, right: 10 })
        }
        .onClick(() => {
          // Click to add a child component.
          this.data.pushData(`Hello ${this.data.totalCount()}`);
        })
      }, (item: string) => item)
    }.cachedCount(5)
  }
}
```

When the child component of **LazyForEach** is clicked, the **pushData** method of the data source is called first. This method adds data to the end of the data source and then calls the **notifyDataAdd** method. In the **notifyDataAdd** method, the **listener.onDataAdd** method is called to notify **LazyForEach** that data is added, and LazyForEach creates a child component at the position indicated by the specified index.

The figure below shows the effect.

**Figure 3** Adding data to LazyForEach 
![LazyForEach-Add-Data](./figures/LazyForEach-Add-Data.gif)

- ### Deleting Data

```ts
class BasicDataSource implements IDataSource {
  private listeners: DataChangeListener[] = [];
  private originDataArray: string[] = [];

  public totalCount(): number {
    return 0;
  }

  public getData(index: number): string {
    return this.originDataArray[index];
  }

  registerDataChangeListener(listener: DataChangeListener): void {
    if (this.listeners.indexOf(listener) < 0) {
      console.info('add listener');
      this.listeners.push(listener);
    }
  }

  unregisterDataChangeListener(listener: DataChangeListener): void {
    const pos = this.listeners.indexOf(listener);
    if (pos >= 0) {
      console.info('remove listener');
      this.listeners.splice(pos, 1);
    }
  }

  notifyDataReload(): void {
    this.listeners.forEach(listener => {
      listener.onDataReloaded();
    })
  }

  notifyDataAdd(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataAdd(index);
    })
  }

  notifyDataChange(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataChange(index);
    })
  }

  notifyDataDelete(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataDelete(index);
      // Method 2: listener.onDatasetChange([{type: DataOperationType.DELETE, index: index}]);
    })
  }

  notifyDataMove(from: number, to: number): void {
    this.listeners.forEach(listener => {
      listener.onDataMove(from, to);
    })
  }
}

class MyDataSource extends BasicDataSource {
  dataArray: string[] = [];

  public totalCount(): number {
    return this.dataArray.length;
  }

  public getData(index: number): string {
    return this.dataArray[index];
  }

  public addData(index: number, data: string): void {
    this.dataArray.splice(index, 0, data);
    this.notifyDataAdd(index);
  }

  public pushData(data: string): void {
    this.dataArray.push(data);
  }
  
  public deleteData(index: number): void {
    this.dataArray.splice(index, 1);
    this.notifyDataDelete(index);
  }
}

@Entry
@Component
struct MyComponent {
  private data: MyDataSource = new MyDataSource();

  aboutToAppear() {
    for (let i = 0; i <= 20; i++) {
      this.data.pushData(`Hello ${i}`)
    }
  }

  build() {
    List({ space: 3 }) {
      LazyForEach(this.data, (item: string, index: number) => {
        ListItem() {
          Row() {
            Text(item).fontSize(50)
              .onAppear(() => {
                console.info("appear:" + item)
              })
          }.margin({ left: 10, right: 10 })
        }
        .onClick(() => {
          // Click to delete a child component.
          this.data.deleteData(this.data.dataArray.indexOf(item));
        })
      }, (item: string) => item)
    }.cachedCount(5)
  }
}
```

When the child component of **LazyForEach** is clicked, the **deleteData** method of the data source is called first. This method deletes data that matches the specified index from the data source and then calls the **notifyDataDelete** method. In the **notifyDataDelete** method, the **listener.onDataDelete** method is called to notify **LazyForEach** that data is deleted, and **LazyForEach** deletes the child component at the position indicated by the specified index.

The figure below shows the effect.

**Figure 4** Deleting data from LazyForEach 
![LazyForEach-Delete-Data](./figures/LazyForEach-Delete-Data.gif)

- ### Swapping Data

```ts
class BasicDataSource implements IDataSource {
  private listeners: DataChangeListener[] = [];
  private originDataArray: string[] = [];

  public totalCount(): number {
    return 0;
  }

  public getData(index: number): string {
    return this.originDataArray[index];
  }

  registerDataChangeListener(listener: DataChangeListener): void {
    if (this.listeners.indexOf(listener) < 0) {
      console.info('add listener');
      this.listeners.push(listener);
    }
  }

  unregisterDataChangeListener(listener: DataChangeListener): void {
    const pos = this.listeners.indexOf(listener);
    if (pos >= 0) {
      console.info('remove listener');
      this.listeners.splice(pos, 1);
    }
  }

  notifyDataReload(): void {
    this.listeners.forEach(listener => {
      listener.onDataReloaded();
    })
  }

  notifyDataAdd(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataAdd(index);
    })
  }

  notifyDataChange(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataChange(index);
    })
  }

  notifyDataDelete(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataDelete(index);
    })
  }

  notifyDataMove(from: number, to: number): void {
    this.listeners.forEach(listener => {
      listener.onDataMove(from, to);
      // Method 2: listener.onDatasetChange ()
      //         [{type: DataOperationType.EXCHANGE, index: {start: from, end: to}}]);
    })
  }
}

class MyDataSource extends BasicDataSource {
  dataArray: string[] = [];

  public totalCount(): number {
    return this.dataArray.length;
  }

  public getData(index: number): string {
    return this.dataArray[index];
  }

  public addData(index: number, data: string): void {
    this.dataArray.splice(index, 0, data);
    this.notifyDataAdd(index);
  }

  public pushData(data: string): void {
    this.dataArray.push(data);
  }
  
  public deleteData(index: number): void {
    this.dataArray.splice(index, 1);
    this.notifyDataDelete(index);
  }
  
  public moveData(from: number, to: number): void {
    let temp: string = this.dataArray[from];
    this.dataArray[from] = this.dataArray[to];
    this.dataArray[to] = temp;
    this.notifyDataMove(from, to);
  }
}

@Entry
@Component
struct MyComponent {
  private moved: number[] = [];
  private data: MyDataSource = new MyDataSource();

  aboutToAppear() {
    for (let i = 0; i <= 20; i++) {
      this.data.pushData(`Hello ${i}`)
    }
  }

  build() {
    List({ space: 3 }) {
      LazyForEach(this.data, (item: string, index: number) => {
        ListItem() {
          Row() {
            Text(item).fontSize(50)
              .onAppear(() => {
                console.info("appear:" + item)
              })
          }.margin({ left: 10, right: 10 })
        }
        .onClick(() => {
          this.moved.push(this.data.dataArray.indexOf(item));
          if (this.moved.length === 2) {
          	// Click to exchange child components.
          	this.data.moveData(this.moved[0], this.moved[1]);
            this.moved = [];
          }
        })
      }, (item: string) => item)
    }.cachedCount(5)
  }
}
```

When a child component of **LazyForEach** is clicked, the index of the data to be moved is stored in the **moved** member variable. When another child component of **LazyForEach** is clicked, the first child component clicked is moved here. The **moveData** method of the data source is called to move the data from the original location to the expected location, after which the **notifyDataMove** method is called. In the **notifyDataMove** method, the **listener.onDataMove** method is called to notify **LazyForEach** that data needs to be moved.** LazyForEach** then swaps data between the **from** and **to** positions.

The figure below shows the effect.

**Figure 5** Swapping data in LazyForEach 
![LazyForEach-Exchange-Data](./figures/LazyForEach-Exchange-Data.gif)

- ### Changing a Data Item

```ts
class BasicDataSource implements IDataSource {
  private listeners: DataChangeListener[] = [];
  private originDataArray: string[] = [];

  public totalCount(): number {
    return 0;
  }

  public getData(index: number): string {
    return this.originDataArray[index];
  }

  registerDataChangeListener(listener: DataChangeListener): void {
    if (this.listeners.indexOf(listener) < 0) {
      console.info('add listener');
      this.listeners.push(listener);
    }
  }

  unregisterDataChangeListener(listener: DataChangeListener): void {
    const pos = this.listeners.indexOf(listener);
    if (pos >= 0) {
      console.info('remove listener');
      this.listeners.splice(pos, 1);
    }
  }

  notifyDataReload(): void {
    this.listeners.forEach(listener => {
      listener.onDataReloaded();
    })
  }

  notifyDataAdd(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataAdd(index);
    })
  }

  notifyDataChange(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataChange(index);
      // Method 2: listener.onDatasetChange([{type: DataOperationType.CHANGE, index: index}]);
    })
  }

  notifyDataDelete(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataDelete(index);
    })
  }

  notifyDataMove(from: number, to: number): void {
    this.listeners.forEach(listener => {
      listener.onDataMove(from, to);
    })
  }
}

class MyDataSource extends BasicDataSource {
  private dataArray: string[] = [];

  public totalCount(): number {
    return this.dataArray.length;
  }

  public getData(index: number): string {
    return this.dataArray[index];
  }

  public addData(index: number, data: string): void {
    this.dataArray.splice(index, 0, data);
    this.notifyDataAdd(index);
  }

  public pushData(data: string): void {
    this.dataArray.push(data);
  }
  
  public deleteData(index: number): void {
    this.dataArray.splice(index, 1);
    this.notifyDataDelete(index);
  }
  
  public changeData(index: number, data: string): void {
    this.dataArray.splice(index, 1, data);
    this.notifyDataChange(index);
  }
}

@Entry
@Component
struct MyComponent {
  private moved: number[] = [];
  private data: MyDataSource = new MyDataSource();

  aboutToAppear() {
    for (let i = 0; i <= 20; i++) {
      this.data.pushData(`Hello ${i}`)
    }
  }


  build() {
    List({ space: 3 }) {
      LazyForEach(this.data, (item: string, index: number) => {
        ListItem() {
          Row() {
            Text(item).fontSize(50)
              .onAppear(() => {
                console.info("appear:" + item)
              })
          }.margin({ left: 10, right: 10 })
        }
        .onClick(() => {
          this.data.changeData(index, item + '00');
        })
      }, (item: string) => item)
    }.cachedCount(5)
  }
}
```

When the child component of **LazyForEach** is clicked, the data is changed first, and then the **changeData** method of the data source is called. In this method, the **notifyDataChange** method is called. In the **notifyDataChange** method, the **listener.onDataChange** method is called to notify **LazyForEach** of data changes. **LazyForEach** then rebuilds the child component that matches the specified index.

The figure below shows the effect.

**Figure 6** Changing a data item in LazyForEach 
![LazyForEach-Change-SingleData](./figures/LazyForEach-Change-SingleData.gif)

- ### Changing Multiple Data Items

```ts
class BasicDataSource implements IDataSource {
  private listeners: DataChangeListener[] = [];
  private originDataArray: string[] = [];

  public totalCount(): number {
    return 0;
  }

  public getData(index: number): string {
    return this.originDataArray[index];
  }

  registerDataChangeListener(listener: DataChangeListener): void {
    if (this.listeners.indexOf(listener) < 0) {
      console.info('add listener');
      this.listeners.push(listener);
    }
  }

  unregisterDataChangeListener(listener: DataChangeListener): void {
    const pos = this.listeners.indexOf(listener);
    if (pos >= 0) {
      console.info('remove listener');
      this.listeners.splice(pos, 1);
    }
  }

  notifyDataReload(): void {
    this.listeners.forEach(listener => {
      listener.onDataReloaded();
      // Method 2: listener.onDatasetChange([{type: DataOperationType.RELOAD}]);
    })
  }

  notifyDataAdd(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataAdd(index);
    })
  }

  notifyDataChange(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataChange(index);
    })
  }

  notifyDataDelete(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataDelete(index);
    })
  }

  notifyDataMove(from: number, to: number): void {
    this.listeners.forEach(listener => {
      listener.onDataMove(from, to);
    })
  }
}

class MyDataSource extends BasicDataSource {
  private dataArray: string[] = [];

  public totalCount(): number {
    return this.dataArray.length;
  }

  public getData(index: number): string {
    return this.dataArray[index];
  }

  public addData(index: number, data: string): void {
    this.dataArray.splice(index, 0, data);
    this.notifyDataAdd(index);
  }

  public pushData(data: string): void {
    this.dataArray.push(data);
  }
  
  public deleteData(index: number): void {
    this.dataArray.splice(index, 1);
    this.notifyDataDelete(index);
  }
  
  public changeData(index: number): void {
    this.notifyDataChange(index);
  }
    
  public reloadData(): void {
    this.notifyDataReload();
  }
    
  public modifyAllData(): void {
    this.dataArray = this.dataArray.map((item: string) => {
        return item + '0';
    })
  }
}

@Entry
@Component
struct MyComponent {
  private moved: number[] = [];
  private data: MyDataSource = new MyDataSource();

  aboutToAppear() {
    for (let i = 0; i <= 20; i++) {
      this.data.pushData(`Hello ${i}`)
    }
  }

  build() {
    List({ space: 3 }) {
      LazyForEach(this.data, (item: string, index: number) => {
        ListItem() {
          Row() {
            Text(item).fontSize(50)
              .onAppear(() => {
                console.info("appear:" + item)
              })
          }.margin({ left: 10, right: 10 })
        }
        .onClick(() => {
          this.data.modifyAllData();
          this.data.reloadData();
        })
      }, (item: string) => item)
    }.cachedCount(5)
  }
}
```

When a child component of **LazyForEach** is clicked, the **modifyAllData** method of the data source is called to change all data items, and then the **reloadData** method of the data source is called. In this method, the **notifyDataReload** method is called. In the **notifyDataReload** method, the **listener.onDataReloaded** method is called to notify **LazyForEach** that all subnodes need to be rebuilt. **LazyForEach** compares the keys of all original data items with those of all new data items on a one-by-one basis. If the keys are the same, the cache is used. If the keys are different, the child component is rebuilt.

The figure below shows the effect.

**Figure 7** Changing multiple data items in LazyForEach 
![LazyForEach-Reload-Data](./figures/LazyForEach-Reload-Data.gif)

- ### Precisely Changing Data in Batches

```ts
class BasicDataSource implements IDataSource {
  private listeners: DataChangeListener[] = [];
  private originDataArray: string[] = [];

  public totalCount(): number {
    return 0;
  }

  public getData(index: number): string {
    return this.originDataArray[index];
  }

  registerDataChangeListener(listener: DataChangeListener): void {
    if (this.listeners.indexOf(listener) < 0) {
      console.info('add listener');
      this.listeners.push(listener);
    }
  }

  unregisterDataChangeListener(listener: DataChangeListener): void {
    const pos = this.listeners.indexOf(listener);
    if (pos >= 0) {
      console.info('remove listener');
      this.listeners.splice(pos, 1);
    }
  }

  notifyDatasetChange(operations: DataOperation[]): void {
    this.listeners.forEach(listener => {
      listener.onDatasetChange(operations);
    })
  }
}

class MyDataSource extends BasicDataSource {
  private dataArray: string[] = [];

  public totalCount(): number {
    return this.dataArray.length;
  }

  public getData(index: number): string {
    return this.dataArray[index];
  }

  public operateData(): void {
    console.info(JSON.stringify(this.dataArray));
    this.dataArray.splice(4, 0, this.dataArray[1]);
    this.dataArray.splice(1, 1);
    let temp = this.dataArray[4];
    this.dataArray[4] = this.dataArray[6];
    this.dataArray[6] = temp
    this.dataArray.splice(8, 0, 'Hello 1', 'Hello 2');
    this.dataArray.splice(12, 2);
    console.info(JSON.stringify(this.dataArray));
    this.notifyDatasetChange([
      { type: DataOperationType.MOVE, index: { from: 1, to: 3 } },
      { type: DataOperationType.EXCHANGE, index: { start: 4, end: 6 } },
      { type: DataOperationType.ADD, index: 8, count: 2 },
      { type: DataOperationType.DELETE, index: 10, count: 2 }]);
  }

  public init(): void {
    this.dataArray.splice(0, 0, 'Hello a', 'Hello b', 'Hello c', 'Hello d', 'Hello e', 'Hello f', 'Hello g', 'Hello h',
      'Hello i', 'Hello j', 'Hello k', 'Hello l', 'Hello m', 'Hello n', 'Hello o', 'Hello p', 'Hello q', 'Hello r');
  }
}

@Entry
@Component
struct MyComponent {
  private data: MyDataSource = new MyDataSource();

  aboutToAppear() {
    this.data.init()
  }

  build() {
    Column() {
      Text('Move the second item to where the fourth item is located, exchange the fifth and seventh data items, add "Hello 1" "Hello 2" to the ninth item, and delete two items starting from the eleventh item')
        .fontSize(10)
        .backgroundColor(Color.Blue)
        .fontColor(Color.White)
        .borderRadius(50)
        .padding(5)
        .onClick(() => {
          this.data.operateData();
        })
      List({ space: 3 }) {
        LazyForEach(this.data, (item: string, index: number) => {
          ListItem() {
            Row() {
              Text(item).fontSize(35)
                .onAppear(() => {
                  console.info("appear:" + item)
                })
            }.margin({ left: 10, right: 10 })
          }

        }, (item: string) => item + new Date().getTime())
      }.cachedCount(5)
    }
  }
}
```

The **onDatasetChange** API notifies **LazyForEach** of the operations to be performed at once. In the preceding example, **LazyForEach** adds, deletes, moves, and exchanges data at the same time. 

**Figure 8** Changing multiple data items in LazyForEach 

![LazyForEach-Change-MultiData](./figures/LazyForEach-Change-MultiData.gif)  

In the second example, values are directly changed in the array without using **splice()**. Result of **operations** is directly obtained by comparing the original array with the new array.
```ts
class BasicDataSource implements IDataSource {
  private listeners: DataChangeListener[] = [];
  private originDataArray: string[] = [];

  public totalCount(): number {
    return 0;
  }

  public getData(index: number): string {
    return this.originDataArray[index];
  }

  registerDataChangeListener(listener: DataChangeListener): void {
    if (this.listeners.indexOf(listener) < 0) {
      console.info('add listener');
      this.listeners.push(listener);
    }
  }

  unregisterDataChangeListener(listener: DataChangeListener): void {
    const pos = this.listeners.indexOf(listener);
    if (pos >= 0) {
      console.info('remove listener');
      this.listeners.splice(pos, 1);
    }
  }

  notifyDatasetChange(operations: DataOperation[]): void {
    this.listeners.forEach(listener => {
      listener.onDatasetChange(operations);
    })
  }
}

class MyDataSource extends BasicDataSource {
  private dataArray: string[] = [];

  public totalCount(): number {
    return this.dataArray.length;
  }

  public getData(index: number): string {
    return this.dataArray[index];
  }

  public operateData(): void {
    this.dataArray =
      ['Hello x', 'Hello 1', 'Hello 2', 'Hello b', 'Hello c', 'Hello e', 'Hello d', 'Hello f', 'Hello g', 'Hello h']
    this.notifyDatasetChange([
      { type: DataOperationType.CHANGE, index: 0 },
      { type: DataOperationType.ADD, index: 1, count: 2 },
      { type: DataOperationType.EXCHANGE, index: { start: 3, end: 4 } },
    ]);
  }

  public init(): void {
    this.dataArray = ['Hello a', 'Hello b', 'Hello c', 'Hello d', 'Hello e', 'Hello f', 'Hello g', 'Hello h'];
  }
}

@Entry
@Component
struct MyComponent {
  private data: MyDataSource = new MyDataSource();

  aboutToAppear() {
    this.data.init()
  }

  build() {
    Column() {
      Text('Multi-Data Change')
        .fontSize(10)
        .backgroundColor(Color.Blue)
        .fontColor(Color.White)
        .borderRadius(50)
        .padding(5)
        .onClick(() => {
          this.data.operateData();
        })
      List({ space: 3 }) {
        LazyForEach(this.data, (item: string, index: number) => {
          ListItem() {
            Row() {
              Text(item).fontSize(35)
                .onAppear(() => {
                  console.info("appear:" + item)
                })
            }.margin({ left: 10, right: 10 })
          }

        }, (item: string) => item + new Date().getTime())
      }.cachedCount(5)
    }
  }
}
```
**Figure 9** Changing multiple data items in LazyForEach

![LazyForEach-Change-MultiData2](./figures/LazyForEach-Change-MultiData2.gif)  

Pay attention to the following when using the **onDatasetChange** API:

1. The **onDatasetChange** API cannot be used together with other data operation APIs.
2. The input parameter of **onDatasetChange** is operations. The **index** of each operation is sourced from the original array. Therefore, the index in operations(input parameter of **onDatasetChange**) does not correspond exactly with the index in the operations on Datasource and is not negative.   
The first example clearly illustrates this point:
```ts
// Array before modification.
["Hello a","Hello b","Hello c","Hello d","Hello e","Hello f","Hello g","Hello h","Hello i","Hello j","Hello k","Hello l","Hello m","Hello n","Hello o","Hello p","Hello q","Hello r"]
//Array after modification.
["Hello a","Hello c","Hello d","Hello b","Hello g","Hello f","Hello e","Hello h","Hello 1","Hello 2","Hello i","Hello j","Hello m","Hello n","Hello o","Hello p","Hello q","Hello r"]
```
**Hello b** is changed from item 2 to item 4. Therefore, the first **operation** is written in **{ type: DataOperationType.MOVE, index: { from: 1, to: 3 } }**. 
**Hello e** whose index is 4 and **Hello g** whose index is 6 are exchanged in the original array. Therefore, the second **operation** is written in **{ type: DataOperationType.EXCHANGE, index: { start: 4, end: 6 } }**. 
**Hello 1** and **Hello 2** are inserted after **Hello h** whose index is 7 in the original array. Therefore, the third **operation** is written in **{ type: DataOperationType.ADD, index: 8, count: 2 }**. 
**Hello k** whose index is 10 and **Hello l** whose index is 11 are deleted in the original array. Therefore, the fourth **operation** is written in **{ type: DataOperationType.DELETE, index: 10, count: 2 }**. 

3. When **onDatasetChange** is called, the data can be operated only once for each index. If the data is operated multiple times, **LazyForEach** enables only the first operation to take effect.
4. In operations where you can specify keys on your own, **LazyForEach** does not call the key generator to obtain keys. As such, make sure the specified keys are correct.
5. If the API contains the **RELOAD** operation, other operations do not take effect.



- ### Changing Data Subproperties

When **LazyForEach** is used for UI re-renders, a child component needs to be destroyed and rebuilt when the data item changes. This may result in low re-render performance when the child component structure is complex. This is where @Observed and @ObjectLink come into picture. By providing in-depth observation, @Observed and @ObjectLink enable precise re-renders of only components that use the changed properties. You can select a re-render mode that better suits your needs.

```ts
class BasicDataSource implements IDataSource {
  private listeners: DataChangeListener[] = [];
  private originDataArray: StringData[] = [];

  public totalCount(): number {
    return 0;
  }

  public getData(index: number): StringData {
    return this.originDataArray[index];
  }

  registerDataChangeListener(listener: DataChangeListener): void {
    if (this.listeners.indexOf(listener) < 0) {
      console.info('add listener');
      this.listeners.push(listener);
    }
  }

  unregisterDataChangeListener(listener: DataChangeListener): void {
    const pos = this.listeners.indexOf(listener);
    if (pos >= 0) {
      console.info('remove listener');
      this.listeners.splice(pos, 1);
    }
  }

  notifyDataReload(): void {
    this.listeners.forEach(listener => {
      listener.onDataReloaded();
    })
  }

  notifyDataAdd(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataAdd(index);
    })
  }

  notifyDataChange(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataChange(index);
    })
  }

  notifyDataDelete(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataDelete(index);
    })
  }

  notifyDataMove(from: number, to: number): void {
    this.listeners.forEach(listener => {
      listener.onDataMove(from, to);
    })
  }
}

class MyDataSource extends BasicDataSource {
  private dataArray: StringData[] = [];

  public totalCount(): number {
    return this.dataArray.length;
  }

  public getData(index: number): StringData {
    return this.dataArray[index];
  }

  public addData(index: number, data: StringData): void {
    this.dataArray.splice(index, 0, data);
    this.notifyDataAdd(index);
  }

  public pushData(data: StringData): void {
    this.dataArray.push(data);
    this.notifyDataAdd(this.dataArray.length - 1);
  }
}

@Observed
class StringData {
  message: string;
  constructor(message: string) {
    this.message = message;
  }  
}

@Entry
@Component
struct MyComponent {
  private moved: number[] = [];
  @State data: MyDataSource = new MyDataSource();

  aboutToAppear() {
    for (let i = 0; i <= 20; i++) {
      this.data.pushData(new StringData(`Hello ${i}`));
    }
  }

  build() {
    List({ space: 3 }) {
      LazyForEach(this.data, (item: StringData, index: number) => {
        ListItem() {
          ChildComponent({data: item})
        }
        .onClick(() => {
          item.message += '0';
        })
      }, (item: StringData, index: number) => index.toString())
    }.cachedCount(5)
  }
}

@Component
struct ChildComponent {
  @ObjectLink data: StringData
  build() {
    Row() {
      Text(this.data.message).fontSize(50)
        .onAppear(() => {
          console.info("appear:" + this.data.message)
        })
    }.margin({ left: 10, right: 10 })
  }
}
```

When the child component of **LazyForEach** is clicked, **item.message** is changed. As re-rendering depends on the listening of the @ObjectLink decorated member variable of **ChildComponent** on its subproperties. In this case, the framework only re-renders **Text(this.data.message)** and does not rebuild the entire **ListItem** child component.

**Figure 10** Changing data subproperties in LazyForEach 
![LazyForEach-Change-SubProperty](./figures/LazyForEach-Change-SubProperty.gif)

## Enabling Drag and Sort
If **LazyForEach** is used in a list, and the **onMove** event is set, you can enable drag and sort for the list items. If an item changes the position after you drag and sort the data, the **onMove** event is triggered to report the original index and target index of the item. The data source needs to be modified in the **onMove** event based on the reported start index and target index. The **DataChangeListener** API does not need to be called to notify the data source change.

```ts
class BasicDataSource implements IDataSource {
  private listeners: DataChangeListener[] = [];
  private originDataArray: string[] = [];

  public totalCount(): number {
    return 0;
  }

  public getData(index: number): string {
    return this.originDataArray[index];
  }

  registerDataChangeListener(listener: DataChangeListener): void {
    if (this.listeners.indexOf(listener) < 0) {
      console.info('add listener');
      this.listeners.push(listener);
    }
  }

  unregisterDataChangeListener(listener: DataChangeListener): void {
    const pos = this.listeners.indexOf(listener);
    if (pos >= 0) {
      console.info('remove listener');
      this.listeners.splice(pos, 1);
    }
  }

  notifyDataReload(): void {
    this.listeners.forEach(listener => {
      listener.onDataReloaded();
    })
  }

  notifyDataAdd(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataAdd(index);
    })
  }

  notifyDataChange(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataChange(index);
    })
  }

  notifyDataDelete(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataDelete(index);
    })
  }

  notifyDataMove(from: number, to: number): void {
    this.listeners.forEach(listener => {
      listener.onDataMove(from, to);
    })
  }
}

class MyDataSource extends BasicDataSource {
  private dataArray: string[] = [];

  public totalCount(): number {
    return this.dataArray.length;
  }

  public getData(index: number): string {
    return this.dataArray[index];
  }

  public addData(index: number, data: string): void {
    this.dataArray.splice(index, 0, data);
    this.notifyDataAdd(index);
  }

  public moveDataWithoutNotify(from: number, to: number): void {
    let tmp = this.dataArray.splice(from, 1);
    this.dataArray.splice(to, 0, tmp[0])
  }

  public pushData(data: string): void {
    this.dataArray.push(data);
    this.notifyDataAdd(this.dataArray.length - 1);
  }

  public deleteData(index: number): void {
    this.dataArray.splice(index, 1);
    this.notifyDataDelete(index);
  }
}

@Entry
@Component
struct Parent {
  private data: MyDataSource = new MyDataSource();

  build() {
    Row() {
      List() {
        LazyForEach(this.data, (item: string) => {
            ListItem() {
              Text(item.toString())
                .fontSize(16)
                .textAlign(TextAlign.Center)
                .size({height: 100, width: "100%"})
            }.margin(10)
            .borderRadius(10)
            .backgroundColor("#FFFFFFFF")
          }, (item: string) => item)
          .onMove((from:number, to:number)=>{
            this.data.moveDataWithoutNotify(from, to)
          })
      }
      .width('100%')
      .height('100%')
      .backgroundColor("#FFDCDCDC")
    }
  }
  aboutToAppear(): void {
    for (let i = 0; i < 100; i++) {
      this.data.pushData(i.toString())
    }
  }
}
```

**Figure 11** Drag and sort in LazyForEach 
![LazyForEach-Drag-Sort](figures/ForEach-Drag-Sort.gif)

## FAQs

- ### Unexpected Rendering Result

  ```ts
  class BasicDataSource implements IDataSource {
    private listeners: DataChangeListener[] = [];
    private originDataArray: string[] = [];
  
    public totalCount(): number {
      return 0;
    }
  
    public getData(index: number): string {
      return this.originDataArray[index];
    }
  
    registerDataChangeListener(listener: DataChangeListener): void {
      if (this.listeners.indexOf(listener) < 0) {
        console.info('add listener');
        this.listeners.push(listener);
      }
    }
  
    unregisterDataChangeListener(listener: DataChangeListener): void {
      const pos = this.listeners.indexOf(listener);
      if (pos >= 0) {
        console.info('remove listener');
        this.listeners.splice(pos, 1);
      }
    }
  
    notifyDataReload(): void {
      this.listeners.forEach(listener => {
        listener.onDataReloaded();
      })
    }
  
    notifyDataAdd(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataAdd(index);
      })
    }
  
    notifyDataChange(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataChange(index);
      })
    }
  
    notifyDataDelete(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataDelete(index);
      })
    }
  
    notifyDataMove(from: number, to: number): void {
      this.listeners.forEach(listener => {
        listener.onDataMove(from, to);
      })
    }
  }
  
  class MyDataSource extends BasicDataSource {
    private dataArray: string[] = [];
  
    public totalCount(): number {
      return this.dataArray.length;
    }
  
    public getData(index: number): string {
      return this.dataArray[index];
    }
  
    public addData(index: number, data: string): void {
      this.dataArray.splice(index, 0, data);
      this.notifyDataAdd(index);
    }
  
    public pushData(data: string): void {
      this.dataArray.push(data);
      this.notifyDataAdd(this.dataArray.length - 1);
    }
    
    public deleteData(index: number): void {
      this.dataArray.splice(index, 1);
      this.notifyDataDelete(index);
    }
  }
  
  @Entry
  @Component
  struct MyComponent {
    private data: MyDataSource = new MyDataSource();
  
    aboutToAppear() {
      for (let i = 0; i <= 20; i++) {
        this.data.pushData(`Hello ${i}`)
      }
    }
  
    build() {
      List({ space: 3 }) {
        LazyForEach(this.data, (item: string, index: number) => {
          ListItem() {
            Row() {
              Text(item).fontSize(50)
                .onAppear(() => {
                  console.info("appear:" + item)
                })
            }.margin({ left: 10, right: 10 })
          }
          .onClick(() => {
            // Click to delete a child component.
            this.data.deleteData(index);
          })
        }, (item: string) => item)
      }.cachedCount(5)
    }
  }
  ```

  **Figure 12** Unexpected data deletion by LazyForEach 
  ![LazyForEach-Render-Not-Expected](./figures/LazyForEach-Render-Not-Expected.gif)

  When child components are clicked to be deleted, there may be cases where the deleted child component is not the one clicked. If this is the case, the indexes of data items are not updated correctly. In normal cases, after a child component is deleted, all data items following the data item of the child component should have their index decreased by 1. If these data items still use the original indexes, the indexes in **itemGenerator** do not change, resulting in the unexpected rendering result.

  The following shows the code snippet after optimization:

  ```ts
  class BasicDataSource implements IDataSource {
    private listeners: DataChangeListener[] = [];
    private originDataArray: string[] = [];
  
    public totalCount(): number {
      return 0;
    }
  
    public getData(index: number): string {
      return this.originDataArray[index];
    }
  
    registerDataChangeListener(listener: DataChangeListener): void {
      if (this.listeners.indexOf(listener) < 0) {
        console.info('add listener');
        this.listeners.push(listener);
      }
    }
  
    unregisterDataChangeListener(listener: DataChangeListener): void {
      const pos = this.listeners.indexOf(listener);
      if (pos >= 0) {
        console.info('remove listener');
        this.listeners.splice(pos, 1);
      }
    }
  
    notifyDataReload(): void {
      this.listeners.forEach(listener => {
        listener.onDataReloaded();
      })
    }
  
    notifyDataAdd(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataAdd(index);
      })
    }
  
    notifyDataChange(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataChange(index);
      })
    }
  
    notifyDataDelete(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataDelete(index);
      })
    }
  
    notifyDataMove(from: number, to: number): void {
      this.listeners.forEach(listener => {
        listener.onDataMove(from, to);
      })
    }
  }
  
  class MyDataSource extends BasicDataSource {
    private dataArray: string[] = [];
  
    public totalCount(): number {
      return this.dataArray.length;
    }
  
    public getData(index: number): string {
      return this.dataArray[index];
    }
  
    public addData(index: number, data: string): void {
      this.dataArray.splice(index, 0, data);
      this.notifyDataAdd(index);
    }
  
    public pushData(data: string): void {
      this.dataArray.push(data);
      this.notifyDataAdd(this.dataArray.length - 1);
    }
    
    public deleteData(index: number): void {
      this.dataArray.splice(index, 1);
      this.notifyDataDelete(index);
    }
      
    public reloadData(): void {
      this.notifyDataReload();
    }
  }
  
  @Entry
  @Component
  struct MyComponent {
    private data: MyDataSource = new MyDataSource();
  
    aboutToAppear() {
      for (let i = 0; i <= 20; i++) {
        this.data.pushData(`Hello ${i}`)
      }
    }
  
    build() {
      List({ space: 3 }) {
        LazyForEach(this.data, (item: string, index: number) => {
          ListItem() {
            Row() {
              Text(item).fontSize(50)
                .onAppear(() => {
                  console.info("appear:" + item)
                })
            }.margin({ left: 10, right: 10 })
          }
          .onClick(() => {
            // Click to delete a child component.
            this.data.deleteData(index);
            // Reset the indexes of all child components.
            this.data.reloadData();
          })
        }, (item: string, index: number) => item + index.toString())
      }.cachedCount(5)
    }
  }
  ```

  After a data item is deleted, the **reloadData** method is called to rebuild the subsequent data items to update the indexes. To gurantee that **reload** method will rebuild data items, we must make sure that new keys be generated for the data items. Here `item + index.toString()` gurantee that subsequent data items of the deleted one will be rebuit. If we replace key generator by `item + Data.now().toString()`, new keys will be generated for all remaining data items, so they all will be rebuilt. This way, effect is the same, but the performance is slightly inferior.

  **Figure 13** Fixing unexpected data deletion 
  ![LazyForEach-Render-Not-Expected-Repair](./figures/LazyForEach-Render-Not-Expected-Repair.gif)

- ### Image Flickering During Re-renders

  ```ts
  class BasicDataSource implements IDataSource {
    private listeners: DataChangeListener[] = [];
    private originDataArray: StringData[] = [];
  
    public totalCount(): number {
      return 0;
    }
  
    public getData(index: number): StringData {
      return this.originDataArray[index];
    }
  
    registerDataChangeListener(listener: DataChangeListener): void {
      if (this.listeners.indexOf(listener) < 0) {
        console.info('add listener');
        this.listeners.push(listener);
      }
    }
  
    unregisterDataChangeListener(listener: DataChangeListener): void {
      const pos = this.listeners.indexOf(listener);
      if (pos >= 0) {
        console.info('remove listener');
        this.listeners.splice(pos, 1);
      }
    }
  
    notifyDataReload(): void {
      this.listeners.forEach(listener => {
        listener.onDataReloaded();
      })
    }
  
    notifyDataAdd(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataAdd(index);
      })
    }
  
    notifyDataChange(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataChange(index);
      })
    }
  
    notifyDataDelete(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataDelete(index);
      })
    }
  
    notifyDataMove(from: number, to: number): void {
      this.listeners.forEach(listener => {
        listener.onDataMove(from, to);
      })
    }
  }
  
  class MyDataSource extends BasicDataSource {
    private dataArray: StringData[] = [];
  
    public totalCount(): number {
      return this.dataArray.length;
    }
  
    public getData(index: number): StringData {
      return this.dataArray[index];
    }
  
    public addData(index: number, data: StringData): void {
      this.dataArray.splice(index, 0, data);
      this.notifyDataAdd(index);
    }
  
    public pushData(data: StringData): void {
      this.dataArray.push(data);
      this.notifyDataAdd(this.dataArray.length - 1);
    }
      
    public reloadData(): void {
      this.notifyDataReload();
    }
  }
  
  class StringData {
    message: string;
    imgSrc: Resource;
    constructor(message: string, imgSrc: Resource) {
        this.message = message;
        this.imgSrc = imgSrc;
    }  
  }
  
  @Entry
  @Component
  struct MyComponent {
    private moved: number[] = [];
    private data: MyDataSource = new MyDataSource();
  
    aboutToAppear() {
      for (let i = 0; i <= 20; i++) {
        this.data.pushData(new StringData(`Hello ${i}`, $r('app.media.img')));
      }
    }
  
    build() {
      List({ space: 3 }) {
        LazyForEach(this.data, (item: StringData, index: number) => {
          ListItem() {
            Column() {
              Text(item.message).fontSize(50)
                .onAppear(() => {
                  console.info("appear:" + item.message)
                })
              Image(item.imgSrc)
                .width(500)
                .height(200)
            }.margin({ left: 10, right: 10 })
          }
          .onClick(() => {
            item.message += '00';
            this.data.reloadData();
          })
        }, (item: StringData, index: number) => JSON.stringify(item))
      }.cachedCount(5)
    }
  }
  ```

  **Figure 14** Unwanted image flickering with LazyForEach 
  ![LazyForEach-Image-Flush](./figures/LazyForEach-Image-Flush.gif)

  In the example, when a list item is clicked, only the **message** property of the item is changed. Yet, along with the text change comes the unwanted image flickering. This is because, with the **LazyForEach** update mechanism, the entire list item is rebuilt. As the **Image** component is updated asynchronously, flickering occurs. To address this issue, use @ObjectLink and @Observed so that only the **Text** component that uses the **item.message** property is re-rendered.

  The following shows the code snippet after optimization:

  ```ts
  class BasicDataSource implements IDataSource {
    private listeners: DataChangeListener[] = [];
    private originDataArray: StringData[] = [];
  
    public totalCount(): number {
      return 0;
    }
  
    public getData(index: number): StringData {
      return this.originDataArray[index];
    }
  
    registerDataChangeListener(listener: DataChangeListener): void {
      if (this.listeners.indexOf(listener) < 0) {
        console.info('add listener');
        this.listeners.push(listener);
      }
    }
  
    unregisterDataChangeListener(listener: DataChangeListener): void {
      const pos = this.listeners.indexOf(listener);
      if (pos >= 0) {
        console.info('remove listener');
        this.listeners.splice(pos, 1);
      }
    }
  
    notifyDataReload(): void {
      this.listeners.forEach(listener => {
        listener.onDataReloaded();
      })
    }
  
    notifyDataAdd(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataAdd(index);
      })
    }
  
    notifyDataChange(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataChange(index);
      })
    }
  
    notifyDataDelete(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataDelete(index);
      })
    }
  
    notifyDataMove(from: number, to: number): void {
      this.listeners.forEach(listener => {
        listener.onDataMove(from, to);
      })
    }
  }
  
  class MyDataSource extends BasicDataSource {
    private dataArray: StringData[] = [];
  
    public totalCount(): number {
      return this.dataArray.length;
    }
  
    public getData(index: number): StringData {
      return this.dataArray[index];
    }
  
    public addData(index: number, data: StringData): void {
      this.dataArray.splice(index, 0, data);
      this.notifyDataAdd(index);
    }
  
    public pushData(data: StringData): void {
      this.dataArray.push(data);
      this.notifyDataAdd(this.dataArray.length - 1);
    }
  }
  
  @Observed
  class StringData {
    message: string;
    imgSrc: Resource;
    constructor(message: string, imgSrc: Resource) {
        this.message = message;
        this.imgSrc = imgSrc;
    }  
  }
  
  @Entry
  @Component
  struct MyComponent {
    @State data: MyDataSource = new MyDataSource();
  
    aboutToAppear() {
      for (let i = 0; i <= 20; i++) {
        this.data.pushData(new StringData(`Hello ${i}`, $r('app.media.img')));
      }
    }
  
    build() {
      List({ space: 3 }) {
        LazyForEach(this.data, (item: StringData, index: number) => {
          ListItem() {
            ChildComponent({data: item})
          }
          .onClick(() => {
            item.message += '0';
          })
        }, (item: StringData, index: number) => index.toString())
      }.cachedCount(5)
    }
  }
  
  @Component
  struct ChildComponent {
    @ObjectLink data: StringData
    build() {
      Column() {
        Text(this.data.message).fontSize(50)
          .onAppear(() => {
            console.info("appear:" + this.data.message)
          })
        Image(this.data.imgSrc)
          .width(500)
          .height(200)
      }.margin({ left: 10, right: 10 })
    }
  }
  ```

  **Figure 15** Fixing unwanted image flickering 
  ![LazyForEach-Image-Flush-Repair](./figures/LazyForEach-Image-Flush-Repair.gif)

- ### UI Not Re-rendered When @ObjectLink Property Is Changed

  ```ts
  class BasicDataSource implements IDataSource {
    private listeners: DataChangeListener[] = [];
    private originDataArray: StringData[] = [];
  
    public totalCount(): number {
      return 0;
    }
  
    public getData(index: number): StringData {
      return this.originDataArray[index];
    }
  
    registerDataChangeListener(listener: DataChangeListener): void {
      if (this.listeners.indexOf(listener) < 0) {
        console.info('add listener');
        this.listeners.push(listener);
      }
    }
  
    unregisterDataChangeListener(listener: DataChangeListener): void {
      const pos = this.listeners.indexOf(listener);
      if (pos >= 0) {
        console.info('remove listener');
        this.listeners.splice(pos, 1);
      }
    }
  
    notifyDataReload(): void {
      this.listeners.forEach(listener => {
        listener.onDataReloaded();
      })
    }
  
    notifyDataAdd(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataAdd(index);
      })
    }
  
    notifyDataChange(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataChange(index);
      })
    }
  
    notifyDataDelete(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataDelete(index);
      })
    }
  
    notifyDataMove(from: number, to: number): void {
      this.listeners.forEach(listener => {
        listener.onDataMove(from, to);
      })
    }
  }
  
  class MyDataSource extends BasicDataSource {
    private dataArray: StringData[] = [];
  
    public totalCount(): number {
      return this.dataArray.length;
    }
  
    public getData(index: number): StringData {
      return this.dataArray[index];
    }
  
    public addData(index: number, data: StringData): void {
      this.dataArray.splice(index, 0, data);
      this.notifyDataAdd(index);
    }
  
    public pushData(data: StringData): void {
      this.dataArray.push(data);
      this.notifyDataAdd(this.dataArray.length - 1);
    }
  }
  
  @Observed
  class StringData {
    message: NestedString;
    constructor(message: NestedString) {
      this.message = message;
    }  
  }
  
  @Observed
  class NestedString {
    message: string;
    constructor(message: string) {
      this.message = message;
    }  
  }
  
  @Entry
  @Component
  struct MyComponent {
    private moved: number[] = [];
    @State data: MyDataSource = new MyDataSource();
  
    aboutToAppear() {
      for (let i = 0; i <= 20; i++) {
        this.data.pushData(new StringData(new NestedString(`Hello ${i}`)));
      }
    }
  
    build() {
      List({ space: 3 }) {
        LazyForEach(this.data, (item: StringData, index: number) => {
          ListItem() {
            ChildComponent({data: item})
          }
          .onClick(() => {
            item.message.message += '0';
          })
        }, (item: StringData, index: number) => JSON.stringify(item) + index.toString())
      }.cachedCount(5)
    }
  }
  
  @Component
  struct ChildComponent {
    @ObjectLink data: StringData
    build() {
      Row() {
        Text(this.data.message.message).fontSize(50)
          .onAppear(() => {
            console.info("appear:" + this.data.message.message)
          })
      }.margin({ left: 10, right: 10 })
    }
  }
  ```

  **Figure 16** UI not re-rendered when @ObjectLink property is changed 
  ![LazyForEach-ObjectLink-NotRenderUI](./figures/LazyForEach-ObjectLink-NotRenderUI.gif)
  
  The member variable decorated by @ObjectLink can observe only changes of its sub-properties, not changes of nested properties. Therefore, to instruct a component to re-render, we need to change the component sub-properties. For details, see [\@Observed and \@ObjectLink Decorators](./arkts-observed-and-objectlink.md).
  
  The following shows the code snippet after optimization:
  
  ```ts
  class BasicDataSource implements IDataSource {
    private listeners: DataChangeListener[] = [];
    private originDataArray: StringData[] = [];
  
    public totalCount(): number {
      return 0;
    }
  
    public getData(index: number): StringData {
      return this.originDataArray[index];
    }
  
    registerDataChangeListener(listener: DataChangeListener): void {
      if (this.listeners.indexOf(listener) < 0) {
        console.info('add listener');
        this.listeners.push(listener);
      }
    }
  
    unregisterDataChangeListener(listener: DataChangeListener): void {
      const pos = this.listeners.indexOf(listener);
      if (pos >= 0) {
        console.info('remove listener');
        this.listeners.splice(pos, 1);
      }
    }
  
    notifyDataReload(): void {
      this.listeners.forEach(listener => {
        listener.onDataReloaded();
      })
    }
  
    notifyDataAdd(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataAdd(index);
      })
    }
  
    notifyDataChange(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataChange(index);
      })
    }
  
    notifyDataDelete(index: number): void {
      this.listeners.forEach(listener => {
        listener.onDataDelete(index);
      })
    }
  
    notifyDataMove(from: number, to: number): void {
      this.listeners.forEach(listener => {
        listener.onDataMove(from, to);
      })
    }
  }
  
  class MyDataSource extends BasicDataSource {
    private dataArray: StringData[] = [];
  
    public totalCount(): number {
      return this.dataArray.length;
    }
  
    public getData(index: number): StringData {
      return this.dataArray[index];
    }
  
    public addData(index: number, data: StringData): void {
      this.dataArray.splice(index, 0, data);
      this.notifyDataAdd(index);
    }
  
    public pushData(data: StringData): void {
      this.dataArray.push(data);
      this.notifyDataAdd(this.dataArray.length - 1);
    }
  }
  
  @Observed
  class StringData {
    message: NestedString;
    constructor(message: NestedString) {
      this.message = message;
    }  
  }
  
  @Observed
  class NestedString {
    message: string;
    constructor(message: string) {
      this.message = message;
    }  
  }
  
  @Entry
  @Component
  struct MyComponent {
    private moved: number[] = [];
    @State data: MyDataSource = new MyDataSource();
  
    aboutToAppear() {
      for (let i = 0; i <= 20; i++) {
        this.data.pushData(new StringData(new NestedString(`Hello ${i}`)));
      }
    }
  
    build() {
      List({ space: 3 }) {
        LazyForEach(this.data, (item: StringData, index: number) => {
          ListItem() {
            ChildComponent({data: item})
          }
          .onClick(() => {
            item.message = new NestedString(item.message.message + '0');
          })
        }, (item: StringData, index: number) => JSON.stringify(item) + index.toString())
      }.cachedCount(5)
    }
  }
  
  @Component
  struct ChildComponent {
    @ObjectLink data: StringData
    build() {
      Row() {
        Text(this.data.message.message).fontSize(50)
          .onAppear(() => {
            console.info("appear:" + this.data.message.message)
          })
      }.margin({ left: 10, right: 10 })
    }
  }
  ```
  
  **Figure 17** Fixing the UI-not-re-rendered issue 
  ![LazyForEach-ObjectLink-NotRenderUI-Repair](./figures/LazyForEach-ObjectLink-NotRenderUI-Repair.gif)

- ### Screen Flickering
List has an **onScrollIndex** callback function. When **onDataReloaded** is called in **onScrollIndex**, there is a risk of screen flickering.

```ts
class BasicDataSource implements IDataSource {
  private listeners: DataChangeListener[] = [];
  private originDataArray: string[] = [];

  public totalCount(): number {
    return 0;
  }

  public getData(index: number): string {
    return this.originDataArray[index];
  }

  registerDataChangeListener(listener: DataChangeListener): void {
    if (this.listeners.indexOf(listener) < 0) {
      console.info('add listener');
      this.listeners.push(listener);
    }
  }

  unregisterDataChangeListener(listener: DataChangeListener): void {
    const pos = this.listeners.indexOf(listener);
    if (pos >= 0) {
      console.info('remove listener');
      this.listeners.splice(pos, 1);
    }
  }

  notifyDataReload(): void {
    this.listeners.forEach(listener => {
      listener.onDataReloaded();
      // Method 2: listener.onDatasetChange([{type: DataOperationType.RELOAD}]);
    })
  }

  notifyDataAdd(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataAdd(index);
    })
  }

  notifyDataChange(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataChange(index);
    })
  }

  notifyDataDelete(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataDelete(index);
    })
  }

  notifyDataMove(from: number, to: number): void {
    this.listeners.forEach(listener => {
      listener.onDataMove(from, to);
    })
  }

  notifyDatasetChange(operations: DataOperation[]):void{
    this.listeners.forEach(listener => {
      listener.onDatasetChange(operations);
    })
  }
}

class MyDataSource extends BasicDataSource {
  private dataArray: string[] = [];

  public totalCount(): number {
    return this.dataArray.length;
  }

  public getData(index: number): string {
    return this.dataArray[index];
  }

  public addData(index: number, data: string): void {
    this.dataArray.splice(index, 0, data);
    this.notifyDataAdd(index);
  }

  public pushData(data: string): void {
    this.dataArray.push(data);
    this.notifyDataAdd(this.dataArray.length - 1);
  }

  public deleteData(index: number): void {
    this.dataArray.splice(index, 1);
    this.notifyDataDelete(index);
  }

  public changeData(index: number): void {
    this.notifyDataChange(index);
  }

  operateData():void {
    const totalCount = this.dataArray.length;
    const batch=5;
    for (let i = totalCount; i < totalCount + batch; i++) {
      this.dataArray.push(`Hello ${i}`)
    }
    this.notifyDataReload();
  }
}

@Entry
@Component
struct MyComponent {
  private moved: number[] = [];
  private data: MyDataSource = new MyDataSource();

  aboutToAppear() {
    for (let i = 0; i <= 10; i++) {
      this.data.pushData(`Hello ${i}`)
    }
  }

  build() {
    List({ space: 3 }) {
      LazyForEach(this.data, (item: string, index: number) => {
        ListItem() {
          Row() {
            Text(item)
              .width('100%')
              .height(80)
              .backgroundColor(Color.Gray)
              .onAppear(() => {
                console.info("appear:" + item)
              })
          }.margin({ left: 10, right: 10 })
        }
      }, (item: string) => item)
    }.cachedCount(10)
    .onScrollIndex((start, end, center) => {
      if (end === this.data.totalCount() - 1) {
        console.log('scroll to end')
        this.data.operateData();
      }
    })
  }
}
```

When **List** is scrolled to the bottom, screen flicks like the following. 
![LazyForEach-Screen-Flicker](figures/LazyForEach-Screen-Flicker.gif)

Replacing **onDataReloaded** by **onDatasetChange** cannot only fix this issue but also improves load performance.

```ts
class BasicDataSource implements IDataSource {
  private listeners: DataChangeListener[] = [];
  private originDataArray: string[] = [];

  public totalCount(): number {
    return 0;
  }

  public getData(index: number): string {
    return this.originDataArray[index];
  }

  registerDataChangeListener(listener: DataChangeListener): void {
    if (this.listeners.indexOf(listener) < 0) {
      console.info('add listener');
      this.listeners.push(listener);
    }
  }

  unregisterDataChangeListener(listener: DataChangeListener): void {
    const pos = this.listeners.indexOf(listener);
    if (pos >= 0) {
      console.info('remove listener');
      this.listeners.splice(pos, 1);
    }
  }

  notifyDataReload(): void {
    this.listeners.forEach(listener => {
      listener.onDataReloaded();
      // Method 2: listener.onDatasetChange([{type: DataOperationType.RELOAD}]);
    })
  }

  notifyDataAdd(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataAdd(index);
    })
  }

  notifyDataChange(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataChange(index);
    })
  }

  notifyDataDelete(index: number): void {
    this.listeners.forEach(listener => {
      listener.onDataDelete(index);
    })
  }

  notifyDataMove(from: number, to: number): void {
    this.listeners.forEach(listener => {
      listener.onDataMove(from, to);
    })
  }

  notifyDatasetChange(operations: DataOperation[]):void{
    this.listeners.forEach(listener => {
      listener.onDatasetChange(operations);
    })
  }
}

class MyDataSource extends BasicDataSource {
  private dataArray: string[] = [];

  public totalCount(): number {
    return this.dataArray.length;
  }

  public getData(index: number): string {
    return this.dataArray[index];
  }

  public addData(index: number, data: string): void {
    this.dataArray.splice(index, 0, data);
    this.notifyDataAdd(index);
  }

  public pushData(data: string): void {
    this.dataArray.push(data);
    this.notifyDataAdd(this.dataArray.length - 1);
  }

  public deleteData(index: number): void {
    this.dataArray.splice(index, 1);
    this.notifyDataDelete(index);
  }

  public changeData(index: number): void {
    this.notifyDataChange(index);
  }

  operateData():void {
    const totalCount = this.dataArray.length;
    const batch=5;
    for (let i = totalCount; i < totalCount + batch; i++) {
      this.dataArray.push(`Hello ${i}`)
    }
    this.notifyDatasetChange([{type:DataOperationType.ADD, index: totalCount-1, count:batch}])
  }
}

@Entry
@Component
struct MyComponent {
  private moved: number[] = [];
  private data: MyDataSource = new MyDataSource();

  aboutToAppear() {
    for (let i = 0; i <= 10; i++) {
      this.data.pushData(`Hello ${i}`)
    }
  }

  build() {
    List({ space: 3 }) {
      LazyForEach(this.data, (item: string, index: number) => {
        ListItem() {
          Row() {
            Text(item)
              .width('100%')
              .height(80)
              .backgroundColor(Color.Gray)
              .onAppear(() => {
                console.info("appear:" + item)
              })
          }.margin({ left: 10, right: 10 })
        }
      }, (item: string) => item)
    }.cachedCount(10)
    .onScrollIndex((start, end, center) => {
      if (end === this.data.totalCount() - 1) {
        console.log('scroll to end')
        this.data.operateData();
      }
    })
  }
}
```

Fixed result 
![LazyForEach-Screen-Flicker-Repair](figures/LazyForEach-Screen-Flicker-Repair.gif)