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@visactor/vmind

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import type { BasemapOption, ChartGeneratorCtx, ChartTheme, ChartType, ClusterDataView, DataItem, DataTable, FieldInfo, OuterPackages, TimeType, Usage, VMindOptions } from '../types'; import type { Insight } from '../atom/dataInsight/type'; import type { DataInsightOptions } from '../atom/dataInsight/type'; declare class VMind { private options; private _FPS; private llm; private dataQuerySchedule; private text2DataTableSchedule; private text2ChartSchedule; private dataInsightSchedule; private data2ChartSchedule; constructor(options: VMindOptions); updateOptions(options?: VMindOptions): void; parseCSVData(csvString: string): { fieldInfo: FieldInfo[]; dataset: DataItem[]; }; getFieldInfo(dataset: DataItem[]): FieldInfo[]; dataQuery(userPrompt: string, dataset: DataTable, fieldInfo?: FieldInfo[]): Promise<{ dataTable: DataTable; fieldInfo: FieldInfo[]; usage: Usage; error: string; }>; text2Data(text: string, userPrompt?: string, options?: { fieldInfo?: FieldInfo[]; hierarchicalClustering?: boolean; clusterThreshold?: number; }): Promise<{ extractDataTable: DataTable; dataTable: DataTable; fieldInfo: FieldInfo[]; extractFieldInfo: FieldInfo[]; usage: Usage; clusterResult: ClusterDataView[]; }>; text2Chart(text: string, userPrompt?: string, options?: { fieldInfo?: FieldInfo[]; chartTypeList?: ChartType[]; colorPalette?: string[]; animationDuration?: number; enableDataQuery?: boolean; theme?: ChartTheme | string; basemapOption?: BasemapOption; }): Promise<{ spec: any; command: string; chartAdvistorRes: { chartType: ChartType; spec: any; score: number; }[]; cell: import("../types").Cell; vizSchema: import("../types").VizSchema; time: { totalTime: number; frameArr: any[]; }; dataTable: DataTable; fieldInfo: FieldInfo[]; usage: Usage; error: string; }>; generateChart(userPrompt?: string, fieldInfo?: FieldInfo[], dataset?: DataTable, options?: { image?: string; chartTypeList?: ChartType[]; colorPalette?: string[]; animationDuration?: number; enableDataQuery?: boolean; theme?: ChartTheme | string; basemapOption?: BasemapOption; }): Promise<ChartGeneratorCtx>; getInsights(spec: any, options?: DataInsightOptions): Promise<{ insights: Insight[]; usage: Usage; error: string; newSpec: any; }>; updateSpecByInsights(spec: any, insights: Insight[], options?: { chartType?: ChartType; }): Promise<{ error: string; newSpec: any; }>; fillSpecWithData(spec: any, dataset: DataTable, cell?: any): any; exportVideo(spec: any, time: TimeType, outerPackages: OuterPackages, mode?: 'node' | 'desktop-browser'): Promise<ArrayBufferLike>; exportGIF(spec: any, time: TimeType, outerPackages: OuterPackages, mode?: 'node' | 'desktop-browser'): Promise<ArrayBufferLike>; } export default VMind;