fix(chat): normalize chart tool data

src/components/chat/AgentArtifactPanel.tsx

@@ -17,7 +17,6 @@ import SensorsRounded from "@mui/icons-material/SensorsRounded";
 import BuildCircleRounded from "@mui/icons-material/BuildCircleRounded";
 
 import { ChatInlineChart } from "./ChatInlineChart";
-import type { ChatChartSeries } from "./ChatInlineChart";
 import type { AgentArtifact } from "./GlobalChatbox.types";
 
 const artifactIcon = (kind: AgentArtifact["kind"]) => {
@@ -61,8 +60,13 @@ export const AgentArtifactPanel = ({ artifacts }: { artifacts: AgentArtifact[] }
               chart_type={
                 (artifact.params.chart_type as "line" | "bar" | "pie") ?? "line"
               }
-              x_data={(artifact.params.x_data as string[]) ?? []}
-              series={(artifact.params.series as ChatChartSeries[]) ?? []}
+              x_data={
+                artifact.params.x_data ??
+                artifact.params.xData ??
+                artifact.params.labels ??
+                artifact.params.categories
+              }
+              series={artifact.params.series}
               x_axis_name={(artifact.params.x_axis_name as string) ?? undefined}
               y_axis_name={(artifact.params.y_axis_name as string) ?? undefined}
             />

src/components/chat/AgentTurn.tsx

@@ -26,7 +26,6 @@ import type { Message, SpeechState } from "./GlobalChatbox.types";
 import { stripMarkdown } from "./GlobalChatbox.utils";
 import { AgentProgressTimeline } from "./AgentProgressTimeline";
 import { ChatInlineChart } from "./ChatInlineChart";
-import type { ChatChartSeries } from "./ChatInlineChart";
 import { ChatToolCallBlock } from "./ChatToolCallBlock";
 import { MarkdownBlock, normalizeClipboardText } from "./AgentMarkdownBlock";
 import { PermissionRequestGroup } from "./AgentPermissionRequests";
@@ -251,8 +250,8 @@ export const AgentTurn = React.memo(
                             chart_type={
                               (p.chart_type as "line" | "bar" | "pie") ?? "line"
                             }
-                            x_data={(p.x_data as string[]) ?? []}
-                            series={(p.series as ChatChartSeries[]) ?? []}
+                            x_data={p.x_data ?? p.xData ?? p.labels ?? p.categories}
+                            series={p.series}
                             x_axis_name={(p.x_axis_name as string) ?? undefined}
                             y_axis_name={(p.y_axis_name as string) ?? undefined}
                           />

src/components/chat/ChatInlineChart.test.ts

@@ -0,0 +1,49 @@
+import { normalizeChartData } from "./ChatInlineChart";
+
+describe("normalizeChartData", () => {
+  it("keeps standard bar chart series data", () => {
+    const result = normalizeChartData(["A", "B"], [
+      { name: "数量", data: [3, 5], type: "bar" },
+    ]);
+
+    expect(result).toEqual({
+      xData: ["A", "B"],
+      series: [{ name: "数量", data: [3, 5], type: "bar" }],
+    });
+  });
+
+  it("normalizes line chart point arrays into x labels and y values", () => {
+    const result = normalizeChartData(undefined, [
+      { name: "压力", data: [["10:00", 12.5], ["11:00", 13.1]] },
+    ]);
+
+    expect(result).toEqual({
+      xData: ["10:00", "11:00"],
+      series: [{ name: "压力", data: [12.5, 13.1], type: undefined }],
+    });
+  });
+
+  it("normalizes pie chart point objects into a single series", () => {
+    const result = normalizeChartData(undefined, [
+      { name: "低风险", value: 8 },
+      { name: "高风险", value: 2 },
+    ]);
+
+    expect(result).toEqual({
+      xData: ["低风险", "高风险"],
+      series: [{ name: "数据", data: [8, 2], type: undefined }],
+    });
+  });
+
+  it("accepts a single series object", () => {
+    const result = normalizeChartData(["A", "B"], {
+      name: "流量",
+      values: ["1.2", "2.4"],
+    });
+
+    expect(result).toEqual({
+      xData: ["A", "B"],
+      series: [{ name: "流量", data: [1.2, 2.4], type: undefined }],
+    });
+  });
+});

src/components/chat/ChatInlineChart.tsx

@@ -16,11 +16,25 @@ export interface ChatChartSeries {
   type?: "line" | "bar";
 }
 
+type RawChartPoint =
+  | number
+  | string
+  | [unknown, unknown]
+  | { x?: unknown; y?: unknown; time?: unknown; timestamp?: unknown; label?: unknown; name?: unknown; value?: unknown };
+
+type RawChartSeries = {
+  name?: unknown;
+  data?: unknown;
+  points?: unknown;
+  values?: unknown;
+  type?: unknown;
+};
+
 export interface ChatInlineChartProps {
   title?: string;
   chart_type?: "line" | "bar" | "pie";
-  x_data?: string[];
-  series?: ChatChartSeries[];
+  x_data?: unknown;
+  series?: unknown;
   y_axis_name?: string;
   x_axis_name?: string;
 }
@@ -37,23 +51,148 @@ const COLORS = [
   "#ea7ccc",
 ];
 
+const toFiniteNumber = (value: unknown): number | null => {
+  if (typeof value === "number") {
+    return Number.isFinite(value) ? value : null;
+  }
+  if (typeof value === "string" && value.trim()) {
+    const parsed = Number(value);
+    return Number.isFinite(parsed) ? parsed : null;
+  }
+  return null;
+};
+
+export const pointToLabelValue = (
+  point: RawChartPoint,
+  fallbackLabel: string,
+): { label: string; value: number } | null => {
+  const directValue = toFiniteNumber(point);
+  if (directValue !== null) {
+    return { label: fallbackLabel, value: directValue };
+  }
+
+  if (Array.isArray(point)) {
+    const value = toFiniteNumber(point[1]);
+    if (value === null) return null;
+    return { label: String(point[0] ?? fallbackLabel), value };
+  }
+
+  if (point && typeof point === "object") {
+    const value = toFiniteNumber(point.value ?? point.y);
+    if (value === null) return null;
+    const label =
+      point.x ?? point.time ?? point.timestamp ?? point.label ?? point.name ?? fallbackLabel;
+    return { label: String(label), value };
+  }
+
+  return null;
+};
+
+const normalizeXData = (rawXData: unknown): string[] =>
+  Array.isArray(rawXData)
+    ? rawXData.map((item) => String(item ?? "")).filter((item) => item.length > 0)
+    : [];
+
+const normalizeSeriesType = (type: unknown): "line" | "bar" | undefined =>
+  type === "line" || type === "bar" ? type : undefined;
+
+const isRawChartPoint = (item: unknown): boolean => {
+  if (toFiniteNumber(item) !== null) return true;
+  if (Array.isArray(item)) return item.length >= 2 && toFiniteNumber(item[1]) !== null;
+  if (item && typeof item === "object") {
+    const rawItem = item as RawChartSeries & RawChartPoint;
+    return (
+      rawItem.data === undefined &&
+      rawItem.points === undefined &&
+      rawItem.values === undefined &&
+      toFiniteNumber(rawItem.value ?? rawItem.y) !== null
+    );
+  }
+  return false;
+};
+
+const normalizeRawSeriesItems = (rawSeries: unknown): unknown[] => {
+  if (!Array.isArray(rawSeries)) {
+    return rawSeries && typeof rawSeries === "object" ? [rawSeries] : [];
+  }
+
+  return rawSeries.length > 0 && rawSeries.every(isRawChartPoint)
+    ? [{ name: "数据", data: rawSeries }]
+    : rawSeries;
+};
+
+export const normalizeChartData = (
+  rawXData: unknown,
+  rawSeries: unknown,
+): { xData: string[]; series: ChatChartSeries[] } => {
+  const xData = normalizeXData(rawXData);
+  const rawSeriesItems = normalizeRawSeriesItems(rawSeries);
+  if (!rawSeriesItems.length) {
+    return { xData, series: [] };
+  }
+
+  const normalizedSeries = rawSeriesItems
+    .map((rawItem, seriesIndex): ChatChartSeries | null => {
+      const item =
+        rawItem && typeof rawItem === "object" && !Array.isArray(rawItem)
+          ? (rawItem as RawChartSeries)
+          : ({ data: rawItem } satisfies RawChartSeries);
+      const rawData = item.data ?? item.points ?? item.values;
+      if (!Array.isArray(rawData)) return null;
+
+      const labelsFromPoints: string[] = [];
+      const data = rawData
+        .map((point, index) => {
+          const parsed = pointToLabelValue(
+            point as RawChartPoint,
+            xData[index] ?? `${index + 1}`,
+          );
+          if (!parsed) return null;
+          labelsFromPoints[index] = parsed.label;
+          return parsed.value;
+        })
+        .filter((value): value is number => value !== null);
+
+      if (!data.length) return null;
+      if (!xData.length && labelsFromPoints.length) {
+        xData.push(...labelsFromPoints);
+      }
+
+      return {
+        name:
+          typeof item.name === "string" && item.name.trim()
+            ? item.name
+            : `系列 ${seriesIndex + 1}`,
+        data,
+        type: normalizeSeriesType(item.type),
+      };
+    })
+    .filter((item): item is ChatChartSeries => Boolean(item));
+
+  return { xData, series: normalizedSeries };
+};
+
 export const ChatInlineChart: React.FC<ChatInlineChartProps> = ({
   title,
   chart_type: chartType = "line",
-  x_data: xData,
-  series = [],
+  x_data,
+  series,
   y_axis_name: yAxisName,
   x_axis_name: xAxisName,
 }) => {
   const theme = useTheme();
+  const { xData, series: chartSeries } = useMemo(
+    () => normalizeChartData(x_data, series),
+    [x_data, series],
+  );
 
   const option = useMemo(() => {
-    if (!series.length) return null;
+    if (!chartSeries.length) return null;
 
     /* ---------- Pie chart ---------- */
     if (chartType === "pie") {
       const pieData =
-        series[0]?.data.map((value, i) => ({
+        chartSeries[0]?.data.map((value, i) => ({
           name: xData?.[i] ?? `${i}`,
           value,
         })) ?? [];
@@ -111,7 +250,7 @@ export const ChatInlineChart: React.FC<ChatInlineChartProps> = ({
         xData && xData.length > 20
           ? [{ type: "inside", start: 0, end: 100 }]
           : undefined,
-      series: series.map((s, i) => {
+      series: chartSeries.map((s, i) => {
         const color = COLORS[i % COLORS.length];
         return {
           name: s.name,
@@ -135,7 +274,7 @@ export const ChatInlineChart: React.FC<ChatInlineChartProps> = ({
       }),
       color: COLORS,
     };
-  }, [chartType, xData, series, title, yAxisName, xAxisName]);
+  }, [chartType, xData, chartSeries, title, yAxisName, xAxisName]);
 
   if (!option) {
     return (