diff --git a/packages/s2-core/src/data-set/base-data-set.ts b/packages/s2-core/src/data-set/base-data-set.ts
index c0f295cb21..0c668048c3 100644
--- a/packages/s2-core/src/data-set/base-data-set.ts
+++ b/packages/s2-core/src/data-set/base-data-set.ts
@@ -198,17 +198,17 @@ export abstract class BaseDataSet {
    * To get a row or column cells data;
    * if query is empty, return all data
    * @param query
-   * @param option
-   *  - withMissedField 用于标记是否需要汇总数据混入其中，在排序功能中使用
+   * @param isTotals
+   * @param isRow
+   * @param drillDownFields
+   * @param withMissedField 用于标记是否需要汇总数据混入其中，在排序功能中使用
    */
   public abstract getMultiData(
     query: DataType,
-    option?: {
-      isTotals?: boolean;
-      isRow?: boolean;
-      drillDownFields?: string[];
-      withMissedField?: boolean;
-    },
+    isTotals?: boolean,
+    isRow?: boolean,
+    drillDownFields?: string[],
+    withMissedField?: boolean,
   ): DataType[];
 
   public moreThanOneValue() {
diff --git a/packages/s2-core/src/data-set/pivot-data-set.ts b/packages/s2-core/src/data-set/pivot-data-set.ts
index 564ebec8c0..b012aeff28 100644
--- a/packages/s2-core/src/data-set/pivot-data-set.ts
+++ b/packages/s2-core/src/data-set/pivot-data-set.ts
@@ -657,14 +657,11 @@ export class PivotDataSet extends BaseDataSet {
 
   public getMultiData(
     query: DataType,
-    option: {
-      isTotals?: boolean;
-      isRow?: boolean;
-      drillDownFields?: string[];
-      withMissedField?: boolean;
-    } = {},
+    isTotals?: boolean,
+    isRow?: boolean,
+    drillDownFields?: string[],
+    withMissedField?: boolean,
   ): DataType[] {
-    const { isTotals, isRow, drillDownFields, withMissedField } = option;
     if (isEmpty(query)) {
       return compact(customFlattenDeep(this.indexesData));
     }
diff --git a/packages/s2-core/src/data-set/table-data-set.ts b/packages/s2-core/src/data-set/table-data-set.ts
index 2f056e0446..619d04456a 100644
--- a/packages/s2-core/src/data-set/table-data-set.ts
+++ b/packages/s2-core/src/data-set/table-data-set.ts
@@ -171,7 +171,7 @@ export class TableDataSet extends BaseDataSet {
     return rowData[query.col];
   }
 
-  public getMultiData(query: DataType): DataType[] {
+  public getMultiData(query: DataType, isTotals?: boolean): DataType[] {
     return this.displayData;
   }
 
diff --git a/packages/s2-core/src/interaction/base-interaction/click/row-text-click.ts b/packages/s2-core/src/interaction/base-interaction/click/row-text-click.ts
index 33f59f6ef6..58a8fa9435 100644
--- a/packages/s2-core/src/interaction/base-interaction/click/row-text-click.ts
+++ b/packages/s2-core/src/interaction/base-interaction/click/row-text-click.ts
@@ -37,10 +37,11 @@ export class RowTextClick extends BaseEvent implements BaseEventImplement {
   private getRowData = (cellData: Node): Data => {
     const leafNode = cellData.getHeadLeafChild();
 
-    const data = this.spreadsheet.dataSet.getMultiData(leafNode?.query, {
-      isTotals: leafNode?.isTotals,
-      isRow: true,
-    })[0];
+    const data = this.spreadsheet.dataSet.getMultiData(
+      leafNode?.query,
+      leafNode?.isTotals,
+      true,
+    )[0];
 
     return {
       ...data,
diff --git a/packages/s2-core/src/utils/sort-action.ts b/packages/s2-core/src/utils/sort-action.ts
index 8bca21307f..79bdf3e52d 100644
--- a/packages/s2-core/src/utils/sort-action.ts
+++ b/packages/s2-core/src/utils/sort-action.ts
@@ -252,9 +252,13 @@ export const getSortByMeasureValues = (
   const { dataSet, sortParam, originValues } = params;
   const { fields } = dataSet;
   const { sortByMeasure, query, sortFieldId } = sortParam;
-  const dataList = dataSet.getMultiData(query, {
-    withMissedField: true,
-  }); // 按 query 查出所有数据
+  const dataList = dataSet.getMultiData(
+    query,
+    undefined,
+    undefined,
+    undefined,
+    true,
+  ); // 按 query 查出所有数据
   const columns = getLeafColumnsWithKey(fields.columns);
   /**
    * 按明细数据
diff --git a/packages/s2-react/playground/index.tsx b/packages/s2-react/playground/index.tsx
index 6dfa4e2ad2..cbf99d085b 100644
--- a/packages/s2-react/playground/index.tsx
+++ b/packages/s2-react/playground/index.tsx
@@ -109,11 +109,7 @@ const partDrillDown: PartDrillDown = {
       const dataSet = meta.spreadsheet.dataSet;
       const field = drillFields[0];
       const rowDatas = dataSet
-        .getMultiData(meta.query, {
-          isTotals: true,
-          isRow: true,
-          drillDownFields: [preDrillDownfield],
-        })
+        .getMultiData(meta.query, true, true, [preDrillDownfield])
         .filter(
           (item) => item.sub_type && item.type && item[preDrillDownfield],
         );
diff --git a/packages/s2-vue/playground/App.vue b/packages/s2-vue/playground/App.vue
index 6e70e6f6a1..bf7558bb3f 100644
--- a/packages/s2-vue/playground/App.vue
+++ b/packages/s2-vue/playground/App.vue
@@ -536,11 +536,7 @@ const partDrillDown: PartDrillDown = {
       const dataSet = meta.spreadsheet.dataSet;
       const field = drillFields[0];
       const rowData = dataSet
-        .getMultiData(meta?.query as DataType, {
-          isTotals: true,
-          isRow: true,
-          drillDownFields: [preDrillDownfield],
-        })
+        .getMultiData(meta?.query as DataType, true, true, [preDrillDownfield])
         .filter(
           (item) => item.sub_type && item.type && item[preDrillDownfield],
         );