VisActor · 666haiwen · Mar 4, 2025 · Feb 21, 2025 · Feb 23, 2025 · Feb 23, 2025
diff --git a/common/config/rush/pnpm-lock.yaml b/common/config/rush/pnpm-lock.yaml
diff --git a/common/config/rush/version-policies.json b/common/config/rush/version-policies.json
@@ -2,7 +2,7 @@
   {
     "definitionName": "lockStepVersion",
     "policyName": "vmindMin",
-    "version": "2.0.2",
+    "version": "2.0.3",
     "mainProject": "@visactor/vmind",
     "nextBump": "patch"
   }

diff --git a/docs/assets/changelog/en/release.md b/docs/assets/changelog/en/release.md
@@ -1,12 +1,59 @@
+# v2.0.3
+
+2025-03-04
+
+**🆕 New Features**
+
+- **atom**: VMind's internal atomization feature now supports function call capability
+
+**🔖 Fixes**
+
+- **chartGeneration**: Fixed issues where stacked/percentage bar charts were not working, and bar charts were not generating correctly
+- **getInsights**: Fixed an issue where, if chart values were strings, the original data obtained by insights was converted to number type, potentially causing incorrect matches
+
+**🔖 Others**
+
+- **@visactor/vmind**: Optimized type definitions
+
+# v2.0.2
+
+2025-02-23
+
+
+**🔖 Fix**
+
+- **@visactor/vmind**: fix fieldinfo may undefiend while chart-advistor
+
+[more detail about v2.0.2](https://github.com/VisActor/VMind/releases/tag/v2.0.2)
+
+# v2.0.1
+
+2025-02-21
+
+
+**🆕 New feature**
+
+- **@visactor/vmind**: Support DeepSeek and other custom model with api-key
+- **@visactor/vmind**: 12 new chart types added for chart generation
+- **@visactor/vmind**: Add text2Chart API
+- **@visactor/vmind**: Add getInsights API
+
+**🔖 other**
+
+- **@visactor/vmind**: Overall architecture upgrade
+
+
+[more detail about v2.0.1](https://github.com/VisActor/VMind/releases/tag/v2.0.1)
+
 # v1.2.12
 
 2024-06-17
 
 
 **🔖 New featureure**
-
-- **@visactor/vmind**: intelligent insight module
-- **@visactor/vmind**: add custom model type support
+
+- **@visactor/vmind**: intelligent insight module
+- **@visactor/vmind**: add custom model type support
 - **@visactor/vmind**: take skylark model when no model type match
 
 [more detail about v1.2.12](https://github.com/VisActor/VMind/releases/tag/v1.2.12)
@@ -17,7 +64,7 @@
 
 
 **🐛 Fixes**
-
+
 Fix reference error in node.
 
 [more detail about v1.2.11](https://github.com/VisActor/VMind/releases/tag/v1.2.11)
@@ -28,13 +75,13 @@ Fix reference error in node.
 
 
 **🆕 New New featureures**
-
-- **@visactor/vmind**: Refactored the VMind basic framework: abstracted TaskNode, Application class, used Meta for flow arrangement, and improved code reusability and scalability.
-- **@visactor/vmind**: Intelligent chart generation: supports generating spec templates without a data set; supports filling data into spec templates.
-- **@visactor/vmind**: Intelligent chart generation: supports selecting chart types from a specified list of chart types.
+
+- **@visactor/vmind**: Refactored the VMind basic framework: abstracted TaskNode, Application class, used Meta for flow arrangement, and improved code reusability and scalability.
+- **@visactor/vmind**: Intelligent chart generation: supports generating spec templates without a data set; supports filling data into spec templates.
+- **@visactor/vmind**: Intelligent chart generation: supports selecting chart types from a specified list of chart types.
 
 **🐛 Fixes**
-
+
 Intelligent data aggregation: replaced alasql keyword in SQL to further improve the success rate of SQL execution.
 
 [more detail about v1.2.9](https://github.com/VisActor/VMind/releases/tag/v1.2.9)

diff --git a/docs/assets/changelog/zh/release.md b/docs/assets/changelog/zh/release.md
@@ -1,12 +1,60 @@
+# v2.0.3
+
+2025-03-04
+
+**🆕 新增功能**
+
+- **atom**: VMind内部原子化功能支持function call能力
+
+**🔖 Fix**
+
+- **chartGeneration**: 修复堆积类/百分比柱图不生效的问题，修复条形图无法正确生成的问题
+- **getInsights**: 修复当图表数值为string时，洞察得到的原始数据为转为number类型的数据项，导致匹配可能有误的问题
+
+**🔖 其他**
+
+- **@visactor/vmind**: 类型定义优化
+
+
+# v2.0.2
+
+2025-02-23
+
+
+**🔖 Fix**
+
+- **@visactor/vmind**: fix fieldinfo may undefiend while chart-advistor
+
+[更多详情请查看 v2.0.2](https://github.com/VisActor/VMind/releases/tag/v2.0.2)
+
+# v2.0.1
+
+2025-02-21
+
+
+**🆕 新增功能**
+
+- **@visactor/vmind**: Support DeepSeek and other custom model with api-key
+- **@visactor/vmind**: 12 new chart types added for chart generation
+- **@visactor/vmind**: Add text2Chart API
+- **@visactor/vmind**: Add getInsights API
+
+**🔖 其他**
+
+- **@visactor/vmind**: Overall architecture upgrade
+
+
+[更多详情请查看 v2.0.1](https://github.com/VisActor/VMind/releases/tag/v2.0.1)
+
 # v1.2.12
 
 2024-06-17
 
 
 **🔖 新增功能ure**
-
-- **@visactor/vmind**: intelligent insight module
-- **@visactor/vmind**: add custom model type support
+
+- **@visactor/vmind**: intelligent insight module
+- **@visactor/vmind**: add custom model type support
 - **@visactor/vmind**: take skylark model when no model type match
 
 [更多详情请查看 v1.2.12](https://github.com/VisActor/VMind/releases/tag/v1.2.12)
@@ -17,7 +65,7 @@
 
 
 **🐛 Fixes**
-
+
 Fix reference error in node.
 
 [更多详情请查看 v1.2.11](https://github.com/VisActor/VMind/releases/tag/v1.2.11)
@@ -28,13 +76,13 @@ Fix reference error in node.
 
 
 **🆕 New 新增功能ures**
-
-- **@visactor/vmind**: Refactored the VMind basic framework: abstracted TaskNode, Application class, used Meta for flow arrangement, and improved code reusability and scalability.
-- **@visactor/vmind**: Intelligent chart generation: supports generating spec templates without a data set; supports filling data into spec templates.
-- **@visactor/vmind**: Intelligent chart generation: supports selecting chart types from a specified list of chart types.
+
+- **@visactor/vmind**: Refactored the VMind basic framework: abstracted TaskNode, Application class, used Meta for flow arrangement, and improved code reusability and scalability.
+- **@visactor/vmind**: Intelligent chart generation: supports generating spec templates without a data set; supports filling data into spec templates.
+- **@visactor/vmind**: Intelligent chart generation: supports selecting chart types from a specified list of chart types.
 
 **🐛 Fixes**
-
+
 Intelligent data aggregation: replaced alasql keyword in SQL to further improve the success rate of SQL execution.
 
 [更多详情请查看 v1.2.9](https://github.com/VisActor/VMind/releases/tag/v1.2.9)

diff --git a/packages/calculator/package.json b/packages/calculator/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@visactor/calculator",
-  "version": "2.0.2",
+  "version": "2.0.3",
   "description": "SQL-like query executor with DSL",
   "main": "lib",
   "module": "es",

diff --git a/packages/chart-advisor/package.json b/packages/chart-advisor/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@visactor/chart-advisor",
-  "version": "2.0.2",
+  "version": "2.0.3",
   "description": "图表推荐模块",
   "main": "lib",
   "module": "es",

diff --git a/packages/vmind/CHANGELOG.json b/packages/vmind/CHANGELOG.json
@@ -1,6 +1,12 @@
 {
   "name": "@visactor/vmind",
   "entries": [
+    {
+      "version": "2.0.3",
+      "tag": "@visactor/vmind_v2.0.3",
+      "date": "Tue, 04 Mar 2025 08:58:32 GMT",
+      "comments": {}
+    },
     {
       "version": "2.0.2",
       "tag": "@visactor/vmind_v2.0.2",
@@ -164,4 +170,4 @@
       "comments": {}
     }
   ]
-}
+}
diff --git a/packages/vmind/CHANGELOG.md b/packages/vmind/CHANGELOG.md
@@ -1,6 +1,17 @@
 # Change Log - @visactor/vmind
 
-This log was last generated on Sun, 23 Feb 2025 10:21:08 GMT and should not be manually modified.
+This log was last generated on Tue, 04 Mar 2025 08:58:32 GMT and should not be manually modified.
+
+## 2.0.3
+Tue, 04 Mar 2025 08:58:32 GMT
+
+### Updates
+
+- Fixed issues where stacked/percentage bar charts were not working, and bar charts were not generating correctly
+- Fixed an issue where, if chart values were strings, the original data obtained by insights was converted to number type, potentially causing incorrect matches
+- Optimized type definitions
+- Feat: VMind's internal atomization feature now supports function call capability
+
 
 ## 2.0.2
 Sun, 23 Feb 2025 10:21:08 GMT

diff --git a/packages/vmind/__tests__/browser/src/pages/Insight/DataInput.tsx b/packages/vmind/__tests__/browser/src/pages/Insight/DataInput.tsx
@@ -97,6 +97,11 @@ export function DataInput(props: IPropsType) {
     const specJson = JSON5.parse(spec);
     const { insights } = await vmind.current.getInsights(specJson, {
       maxNum: numLimits,
+      algorithmOptions: {
+        pearsonCorrelation: { withoutSeries: true, threshold: 0.75 },
+        lofOutlier: { threshold: 2 },
+        statisticsBase: { defaultLeftAxisName: '左轴', defaultRightAxisName: '右轴' }
+      },
       detailMaxNum: [
         { types: ['outlier', 'pair_outlier', 'extreme_value', 'turning_point', 'majority_value'], maxNum: 3 },
         { types: ['abnormal_band'], maxNum: 3 },

diff --git a/packages/vmind/__tests__/experiment/src/utils.ts b/packages/vmind/__tests__/experiment/src/utils.ts
@@ -48,7 +48,7 @@ function revisedTestData(data: DataExtractionResult, reGenerateDataClean = false
           dataset: caseResult.dataset,
           fieldInfoResult: caseResult.fieldInfoResult,
           defaultResult: caseResult.defaultResult.map(v => {
-            dataClean.reset(v.context as any);
+            dataClean.reset(v.context);
             return {
               ...v,
               dataClean: dataClean._runWithOutLLM()

diff --git a/packages/vmind/package.json b/packages/vmind/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@visactor/vmind",
-  "version": "2.0.2",
+  "version": "2.0.3",
   "main": "cjs/index.js",
   "module": "esm/index.js",
   "types": "esm/index.d.ts",
@@ -93,14 +93,14 @@
   },
   "dependencies": {
     "chroma-js": "^3.1.1",
-    "@visactor/chart-advisor": "workspace:2.0.2",
+    "@visactor/chart-advisor": "workspace:2.0.3",
     "@visactor/vdataset": "~0.17.4",
     "@visactor/vutils": "~0.17.4",
     "axios": "^1.4.0",
     "json5": "~2.2.3",
     "dayjs": "~1.11.10",
     "js-yaml": "~4.1.0",
-    "@visactor/calculator": "workspace:2.0.2",
+    "@visactor/calculator": "workspace:2.0.3",
     "alasql": "~4.3.2",
     "@visactor/vchart-theme": "^1.11.2",
     "jstat": "~1.9.6",

diff --git a/packages/vmind/src/applications/dataExtraction/index.ts b/packages/vmind/src/applications/dataExtraction/index.ts
@@ -19,7 +19,8 @@ export const getText2ChartSchedule = (llm: LLMManage, options: ILLMOptions) => {
   return new Schedule(
     [AtomName.DATA_EXTRACT, AtomName.DATA_CLEAN, AtomName.DATA_QUERY, AtomName.CHART_COMMAND, AtomName.CHART_GENERATE],
     {
-      base: { llm, showThoughts: options?.showThoughts }
+      base: { llm, showThoughts: options?.showThoughts },
+      chartGenerate: { useChartRule: true }
     }
   );
 };