Collect / Display Reasoning Tokens For Samples, Evals

CHANGELOG.md

@@ -18,6 +18,9 @@
 - Bugfix: Ensure that token limits are not enforced during model graded scoring.
 - Inspect View: Fix layout issues with human agent terminal session playback.
 - Inspect View: Improve tool input / output appearance when rendered in VSCode.
+- Inspect View: Display reasoning tokens in model usage for the samples and for the complete eval.
+- Inspect View: Improve model api request / response output when rendere in VSCode.
+- Inspect View: Improve rendering of some tool calls in the transcript.
 
 ## v0.3.70 (25 February 2025)
 

src/inspect_ai/_view/www/App.css

@@ -811,12 +811,14 @@ pre[class*="language-"].tool-output,
   background-color: #f8f8f8;
 }
 
+.vscode-dark .model-call pre[class*="language-"],
 .vscode-dark .markdown-content pre[class*="language-"],
 .vscode-dark pre[class*="language-"].tool-output,
 .vscode-dark .tool-output {
   background-color: #333333;
 }
 
+.model-call pre[class*="language-"],
 .markdown-content pre[class*="language-"],
 pre[class*="language-"].tool-output {
   border: none !important;

src/inspect_ai/_view/www/dist/assets/index.js

@@ -14273,7 +14273,7 @@ var require_assets = __commonJS({
       if (seconds < 60) {
         return `${formatPrettyDecimal(seconds, 1)} sec`;
       } else if (seconds < 60 * 60) {
-        return `${Math.floor(seconds / 60)} min ${seconds % 60} sec`;
+        return `${Math.floor(seconds / 60)} min ${Math.floor(seconds % 60)} sec`;
       } else if (seconds < 60 * 60 * 24) {
         const hours = Math.floor(seconds / (60 * 60));
         const minutes = Math.floor(seconds % (60 * 60) / 60);
@@ -14428,12 +14428,12 @@ var require_assets = __commonJS({
       }
     };
     const container$c = "_container_w37fs_1";
-    const padded$1 = "_padded_w37fs_8";
+    const padded$2 = "_padded_w37fs_8";
     const key$1 = "_key_w37fs_12";
     const value$1 = "_value_w37fs_16";
     const styles$14 = {
       container: container$c,
-      padded: padded$1,
+      padded: padded$2,
       key: key$1,
       value: value$1
     };
@@ -21653,14 +21653,15 @@ var require_assets = __commonJS({
       }
       const collapse = Array.isArray(output2) ? output2.every((item2) => !isContentImage(item2)) : !isContentImage(output2);
       const normalizedContent = reactExports.useMemo(() => normalizeContent$1(output2), [output2]);
+      const contents2 = mode !== "compact" ? input2 : input2 || functionCall;
       return /* @__PURE__ */ jsxRuntimeExports.jsxs("div", { children: [
         mode !== "compact" && (!view || view.title) ? /* @__PURE__ */ jsxRuntimeExports.jsx(ToolTitle, { title: (view == null ? void 0 : view.title) || functionCall }) : "",
         /* @__PURE__ */ jsxRuntimeExports.jsx("div", { children: /* @__PURE__ */ jsxRuntimeExports.jsxs("div", { children: [
           /* @__PURE__ */ jsxRuntimeExports.jsx(
             ToolInput,
             {
               highlightLanguage,
-              contents: input2,
+              contents: contents2,
               toolCallView: view
             }
           ),
@@ -49722,29 +49723,44 @@ self.onmessage = function (e) {
         }
       );
     };
-    const wrapper$2 = "_wrapper_b0it4_1";
-    const col2$1 = "_col2_b0it4_8";
-    const col1_3 = "_col1_3_b0it4_12";
-    const col3 = "_col3_b0it4_16";
-    const separator$2 = "_separator_b0it4_20";
+    const wrapper$2 = "_wrapper_sq96g_1";
+    const col2$1 = "_col2_sq96g_8";
+    const col1_3 = "_col1_3_sq96g_12";
+    const col3 = "_col3_sq96g_16";
+    const separator$2 = "_separator_sq96g_20";
+    const padded$1 = "_padded_sq96g_26";
     const styles$G = {
       wrapper: wrapper$2,
       col2: col2$1,
       col1_3,
       col3,
-      separator: separator$2
+      separator: separator$2,
+      padded: padded$1
     };
     const ModelUsagePanel = ({ usage }) => {
       if (!usage) {
         return null;
       }
-      const rows = [
-        {
-          label: "input",
-          value: usage.input_tokens,
-          secondary: false
-        }
-      ];
+      const rows = [];
+      if (usage.reasoning_tokens) {
+        rows.push({
+          label: "Reasoning",
+          value: usage.reasoning_tokens,
+          secondary: false,
+          bordered: true
+        });
+        rows.push({
+          label: "---",
+          value: void 0,
+          secondary: false,
+          padded: true
+        });
+      }
+      rows.push({
+        label: "input",
+        value: usage.input_tokens,
+        secondary: false
+      });
       if (usage.input_tokens_cache_read) {
         rows.push({
           label: "cache_read",
@@ -49777,7 +49793,16 @@ self.onmessage = function (e) {
       });
       return /* @__PURE__ */ jsxRuntimeExports.jsx("div", { className: clsx("text-size-small", styles$G.wrapper), children: rows.map((row2, idx) => {
         if (row2.label === "---") {
-          return /* @__PURE__ */ jsxRuntimeExports.jsx("div", { className: styles$G.separator }, `$usage-sep-${idx}`);
+          return /* @__PURE__ */ jsxRuntimeExports.jsx(
+            "div",
+            {
+              className: clsx(
+                styles$G.separator,
+                row2.padded ? styles$G.padded : void 0
+              )
+            },
+            `$usage-sep-${idx}`
+          );
         } else {
           return /* @__PURE__ */ jsxRuntimeExports.jsxs(reactExports.Fragment, { children: [
             /* @__PURE__ */ jsxRuntimeExports.jsx(
@@ -49882,14 +49907,7 @@ self.onmessage = function (e) {
       return /* @__PURE__ */ jsxRuntimeExports.jsxs(TokenTable, { className: className2, children: [
         /* @__PURE__ */ jsxRuntimeExports.jsx(TokenHeader, {}),
         /* @__PURE__ */ jsxRuntimeExports.jsx("tbody", { children: Object.keys(model_usage).map((key2) => {
-          return /* @__PURE__ */ jsxRuntimeExports.jsx(
-            TokenRow,
-            {
-              model: `${key2}-token-row`,
-              usage: model_usage[key2]
-            },
-            key2
-          );
+          return /* @__PURE__ */ jsxRuntimeExports.jsx(TokenRow, { model: key2, usage: model_usage[key2] }, key2);
         }) })
       ] });
     };
@@ -53760,7 +53778,7 @@ self.onmessage = function (e) {
       if (!contents2) {
         return null;
       }
-      return /* @__PURE__ */ jsxRuntimeExports.jsx("div", { children: /* @__PURE__ */ jsxRuntimeExports.jsx("pre", { className: styles$t.codePre, children: /* @__PURE__ */ jsxRuntimeExports.jsx(
+      return /* @__PURE__ */ jsxRuntimeExports.jsx("div", { className: clsx("model-call"), children: /* @__PURE__ */ jsxRuntimeExports.jsx("pre", { className: clsx(styles$t.codePre), children: /* @__PURE__ */ jsxRuntimeExports.jsx(
         "code",
         {
           id,

src/inspect_ai/_view/www/log-schema.json

@@ -3200,6 +3200,18 @@
           ],
           "default": null,
           "title": "Input Tokens Cache Read"
+        },
+        "reasoning_tokens": {
+          "anyOf": [
+            {
+              "type": "integer"
+            },
+            {
+              "type": "null"
+            }
+          ],
+          "default": null,
+          "title": "Reasoning Tokens"
         }
       },
       "title": "ModelUsage",
@@ -3209,7 +3221,8 @@
         "output_tokens",
         "total_tokens",
         "input_tokens_cache_write",
-        "input_tokens_cache_read"
+        "input_tokens_cache_read",
+        "reasoning_tokens"
       ],
       "additionalProperties": false
     },

src/inspect_ai/_view/www/src/samples/chat/tools/ToolCallView.tsx

@@ -83,6 +83,8 @@ export const ToolCallView: FC<ToolCallViewProps> = ({
     : !isContentImage(output);
   const normalizedContent = useMemo(() => normalizeContent(output), [output]);
 
+  const contents = mode !== "compact" ? input : input || functionCall;
+
   return (
     <div>
       {mode !== "compact" && (!view || view.title) ? (
@@ -94,7 +96,7 @@ export const ToolCallView: FC<ToolCallViewProps> = ({
         <div>
           <ToolInput
             highlightLanguage={highlightLanguage}
-            contents={input}
+            contents={contents}
             toolCallView={view}
           />
           <ExpandablePanel collapse={collapse} border={true} lines={15}>

src/inspect_ai/_view/www/src/samples/transcript/ModelEventView.tsx

@@ -189,8 +189,8 @@ export const APICodeCell: FC<APICodeCellProps> = ({ id, contents }) => {
   }
 
   return (
-    <div>
-      <pre className={styles.codePre}>
+    <div className={clsx("model-call")}>
+      <pre className={clsx(styles.codePre)}>
         <code
           id={id}
           ref={codeRef}

src/inspect_ai/_view/www/src/types/log.d.ts

@@ -1,3 +1,4 @@
+/* eslint-disable */
 /**
  * This file was automatically generated by json-schema-to-typescript.
  * DO NOT MODIFY IT BY HAND. Instead, modify the source JSONSchema file,
@@ -122,6 +123,7 @@ export type OutputTokens = number;
 export type TotalTokens = number;
 export type InputTokensCacheWrite = number | null;
 export type InputTokensCacheRead = number | null;
+export type ReasoningTokens1 = number | null;
 export type Message = string;
 export type Traceback = string;
 export type TracebackAnsi = string;
@@ -735,6 +737,7 @@ export interface ModelUsage1 {
   total_tokens: TotalTokens;
   input_tokens_cache_write: InputTokensCacheWrite;
   input_tokens_cache_read: InputTokensCacheRead;
+  reasoning_tokens: ReasoningTokens1;
 }
 /**
  * Eval error details.

src/inspect_ai/_view/www/src/usage/ModelTokenTable.tsx

@@ -1,8 +1,9 @@
 import { FC } from "react";
+import { ModelUsage, ModelUsage2 } from "../types/log";
 import { TokenHeader, TokenRow, TokenTable } from "./TokenTable";
 
 interface ModelTokenTableProps {
-  model_usage: any;
+  model_usage: ModelUsage | ModelUsage2;
   className?: string | string[];
 }
 
@@ -15,13 +16,7 @@ export const ModelTokenTable: FC<ModelTokenTableProps> = ({
       <TokenHeader />
       <tbody>
         {Object.keys(model_usage).map((key) => {
-          return (
-            <TokenRow
-              key={key}
-              model={`${key}-token-row`}
-              usage={model_usage[key]}
-            />
-          );
+          return <TokenRow key={key} model={key} usage={model_usage[key]} />;
         })}
       </tbody>
     </TokenTable>

src/inspect_ai/_view/www/src/usage/ModelUsagePanel.module.css

@@ -22,3 +22,7 @@
   height: 1px;
   background-color: var(--bs-light-border-subtle);
 }
+
+.padded {
+  margin-bottom: 1em;
+}

src/inspect_ai/_view/www/src/usage/ModelUsagePanel.tsx

@@ -13,6 +13,7 @@ interface ModelUsageRow {
   value?: number;
   secondary?: boolean;
   bordered?: boolean;
+  padded?: boolean;
 }
 
 /**
@@ -23,13 +24,29 @@ export const ModelUsagePanel: FC<ModelUsageProps> = ({ usage }) => {
     return null;
   }
 
-  const rows: ModelUsageRow[] = [
-    {
-      label: "input",
-      value: usage.input_tokens,
+  const rows: ModelUsageRow[] = [];
+
+  if (usage.reasoning_tokens) {
+    rows.push({
+      label: "Reasoning",
+      value: usage.reasoning_tokens,
+      secondary: false,
+      bordered: true,
+    });
+
+    rows.push({
+      label: "---",
+      value: undefined,
       secondary: false,
-    },
-  ];
+      padded: true,
+    });
+  }
+
+  rows.push({
+    label: "input",
+    value: usage.input_tokens,
+    secondary: false,
+  });
 
   if (usage.input_tokens_cache_read) {
     rows.push({
@@ -71,7 +88,13 @@ export const ModelUsagePanel: FC<ModelUsageProps> = ({ usage }) => {
       {rows.map((row, idx) => {
         if (row.label === "---") {
           return (
-            <div key={`$usage-sep-${idx}`} className={styles.separator}></div>
+            <div
+              key={`$usage-sep-${idx}`}
+              className={clsx(
+                styles.separator,
+                row.padded ? styles.padded : undefined,
+              )}
+            ></div>
           );
         } else {
           return (