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import type { DagLayoutMode } from '../prediction_attribution/causal_flow/genAttributeDagView';
import type { TokenGenStep } from '../prediction_attribution/causal_flow/tokenGenAttributionRunner';
import type { PromptTokenSpan } from '../prediction_attribution/causal_flow/genAttributeDagPreprocess';
import {
canonicalizeCompletionFinishReason,
isCompletionFinishReason,
isKnownPersistedCompletionReason,
type CompletionFinishReason,
} from '../cross/generationEndReasonLabel';
import {
buildContentKeyFromBusinessKey,
getByContentKey,
listMru,
type CachedHistoryListRow,
removeByContentKey,
touchByContentKey,
upsertEntry,
} from './cachedHistoryStore';
const NAMESPACE = 'gen_attr';
const MAX_ENTRIES = 50;
/** 生成时左侧输入面板的状态快照,随缓存一起存储,加载缓存时据此还原输入模式与内容。 */
export type GenAttrRunDraft = {
mode: 'raw' | 'chat';
/** 生成所用的 model 槽位 */
model?: string;
/** 生成时的 maxTokens 上限 */
maxTokens?: number;
/** chat 模式:system prompt 原文 */
system?: string;
/** chat 模式:user prompt 原文 */
user?: string;
/** chat 模式:是否启用 system prompt */
useSystem?: boolean;
/** chat 模式:是否启用 Qwen3 thinking chat template */
enableThinking?: boolean;
/** chat 模式:是否向 chat template 注入 tool config schema */
toolCallingEnabled?: boolean;
/** chat 模式:多轮 mock tool calling */
multiTurnEnabled?: boolean;
/** chat 模式:tool config(与 Chat 页 draft 同源结构) */
toolConfig?: ToolConfig;
/** Teacher forcing 续写原文;非空则表示已启用 teacher forcing。旧缓存无此字段时从根级 teacherForcingContinuation 降级读取。 */
teacherForcing?: string;
/** teacher forcing 结束后是否停止(而非继续 top-1 生成)。 */
stopAfterTeacherForcing?: boolean;
};
/**
* Payload 中与 **正文 / demo UI 选项** 中的 UI 无关的内容(一次 run 的 JSON 主体):
* - **Key 语义**(去重哈希)单独由 {@link GenAttrCacheKey} 表示并排他参与 `contentKey`;
* - UI 控件快照见可选字段 {@link GenAttrCachedRun.demoUiOptions}(仅导出 demo)。
*/
export type GenAttrCachedRunContentFields = {
initialContext: string;
steps: TokenGenStep[];
/** 完整 prompt token spans(offset + raw),与 /api/tokenize 同源;旧缓存无此字段时由调用方从 step 0 归因降级。 */
promptSpans?: PromptTokenSpan[];
/** 与 OpenAI `finish_reason` 子集一致,见 {@link CompletionFinishReason} */
completionReason?: CompletionFinishReason;
/** 生成时输入面板快照;旧缓存无此字段时回退到 raw 模式展示 initialContext。 */
draft?: GenAttrRunDraft;
};
/**
* Gen Attribute 页 **演示用 UI** 快照(DAG 几何与勾选、回放节奏、归因排除正则等;与正文 key 无关)。
* **Export demo** 写入完整对象;加载时可为 {@link Partial},缺失键在 demo 加载路径以默认值补齐。
*/
export type GenAttrDemoUiOptions = {
layoutMode: DagLayoutMode;
/** 切换 DAG layout 时是否播放转场。 */
layoutTransitionEnabled: boolean;
/** layout 转场时长(秒)。 */
layoutTransitionDurationS: number;
measureWidthPx: number;
dagCompactness: number;
linearArcAdjacentGapPx: number;
hideExcludedTokens: boolean;
/** Causal Flow:按 Attribution share (Total) 将低份额节点降至 0.1。 */
dimInactiveTokens: boolean;
dimInactiveTokensThreshold: number;
/** Dim inactive 开启时:传播动画播放/暂停期间不 dim,结束或停止后恢复。 */
dimInactiveNotDuringAnimation: boolean;
edgeTopPCoverage: number;
nodeCiVisualScaleEnabled: boolean;
decayAttributionToHighSurprisalTargetEnabled: boolean;
hideInactiveEdges: boolean;
showDownstreamInfluence: boolean;
/** 因果流模式(UI: Causal Flow Mode ↯;与 `recursiveAttribution*` 同义)。 */
recursiveAttributionEnabled: boolean;
/** 传播链播放方向(▶ 在传播模式下、有用户焦点时)。 */
recursiveEdgeBatchAnimationDirection: 'backward' | 'forward';
/** forward ↯:slide 有 Total share 的 prompt 等节点;false 时用 500ms prompt 首开帧。 */
forwardSlideSharedNodes: boolean;
/** 是否显示 token tooltip(UI: Show token tooltip;`showTokenInfoOnSelected`)。 */
showTokenInfoOnSelected: boolean;
replayPacingMode: 'total' | 'step';
/** 步进重放(▶)每步是否自动 fit 视口。 */
replayAutoZoom: boolean;
/** 传播链(↯)禁用按归因权重缩放帧间隔,改为均匀间隔。 */
disableSmartStepTime: boolean;
/** forward 末帧 dwell:传播蓝边闪电高亮(accent 混白 × linear opacity)。 */
lightningEffect: boolean;
/** 闪电 `min(1, renderStrength/τ)` 分母;见 {@link clampLightningThresholdTau}。 */
lightningThresholdTau: number;
/** 闪电慢放倍数 [1,10];见 {@link clampLightningSlowMo}。 */
lightningSlowMo: number;
/** 闪电效果伴随雷声。 */
lightningSound: boolean;
playbackTotalS: number;
playbackStepMs: number;
/** ▶ 展开 attention 扫描 + FFN 动画(非 Causal Flow Mode)。 */
simulateAttentionCost: boolean;
/** ▶ 跳过 prefill:uncached 多 token 时不逐 token query;scan 仍随 query 在 context 中取前缀。 */
skipPrefillAttention: boolean;
/** prefill 中间轮动画:`plain` 逐轮扫描;`random` 每 query 一帧并行摘要。 */
prefillStyle: 'plain' | 'random';
attendMs: number;
/** dwell ratio(存储键仍为 ffnRatioAttend);新 gen 前后 FFN 停留倍数。 */
ffnRatioAttend: number;
/** random prefill:每帧并行建立的 query 数。 */
queryBurst: number;
attendBurst: number;
/** Simulate attention 播放中高亮 token 时隐藏 DAG 边(箭头)。 */
hideArrowsDuringAttention: boolean;
/** 删除 prompt token(物理移除,不占布局):使能与正则文本(`info_radar_gen_attr_delete_prompt_*`)。 */
deletePromptPatternsEnabled: boolean;
deletePromptPatternsText: string;
/** 排除 prompt token 归因:使能与正则文本(仅 Gen Attribute,`info_radar_gen_attr_exclude_prompt_*`)。 */
excludePromptPatternsEnabled: boolean;
excludePromptPatternsText: string;
/** 排除生成 token 归因:使能与正则文本(`info_radar_gen_attr_exclude_generated_*`)。 */
excludeGeneratedPatternsEnabled: boolean;
excludeGeneratedPatternsText: string;
/** DAG 选中节点(offset id:`"${start}_${end}"`);无选中时为 `null`。 */
selectedNodeId?: string | null;
};
/** 单条记录 JSON:内容字段 + 可选 `demoUiOptions`(仅导出 demo 写入)。 */
export type GenAttrCachedRun = GenAttrCachedRunContentFields & {
demoUiOptions?: Partial<GenAttrDemoUiOptions>;
};
/**
* 缓存业务 **key 字段**:涵盖所有影响 `steps` 内容的生成参数(决定 `contentKey`)。
* 原则:draft 中存储的可变参数均纳入 key,同参数不同结果不应互相覆盖。
*/
export type GenAttrCacheKey = {
initialContext: string;
model: string;
maxTokens: number;
/** teacher forcing 续写文本,无则省略 */
teacherForcing?: string;
/** teacher forcing 用尽后是否停止,仅在 teacherForcing 非空时有意义 */
stopAfterTeacherForcing?: boolean;
/** 多轮 mock tool calling 开启时的 tool config fingerprint(含 mock_results) */
toolConfigFingerprint?: string;
};
/** 规范化 key,去除对结果无影响的冗余字段,保证相同语义的 key 生成相同 hash。 */
function normalizeKey(key: GenAttrCacheKey): object {
const tf = key.teacherForcing && key.teacherForcing.length > 0 ? key.teacherForcing : undefined;
return {
initialContext: key.initialContext,
model: key.model,
maxTokens: key.maxTokens,
...(tf !== undefined ? { teacherForcing: tf, stopAfterTeacherForcing: key.stopAfterTeacherForcing ?? false } : {}),
...(key.toolConfigFingerprint !== undefined
? { toolConfigFingerprint: key.toolConfigFingerprint }
: {}),
};
}
function keyHash(key: GenAttrCacheKey): string {
return buildContentKeyFromBusinessKey(normalizeKey(key));
}
/** 构造「内容字段」:供 IndexedDB `save` 与导出 demo 的共有主体(不含 demo UI)。 */
export function buildGenAttrCachedRunContentPayload(params: {
initialContext: string;
steps: TokenGenStep[];
promptSpans: PromptTokenSpan[];
completionReason?: CompletionFinishReason;
draft?: GenAttrRunDraft;
}): GenAttrCachedRunContentFields {
const { initialContext, steps, promptSpans, completionReason, draft } = params;
let reasonToStore: CompletionFinishReason | undefined;
if (completionReason !== undefined) {
const c = canonicalizeCompletionFinishReason(completionReason);
if (!isCompletionFinishReason(c)) {
throw new Error(`gen_attr cache: invalid completionReason: ${completionReason}`);
}
reasonToStore = c;
}
return {
initialContext,
steps,
...(promptSpans.length > 0 ? { promptSpans } : {}),
...(reasonToStore !== undefined ? { completionReason: reasonToStore } : {}),
...(draft !== undefined ? { draft } : {}),
};
}
/**
* 仅 **Export demo** 使用:在内容字段上附加 **demoUiOptions** 全量(history 不得调用)。
*/
export function buildGenAttrExportedDemoPayload(
params: {
initialContext: string;
steps: TokenGenStep[];
promptSpans: PromptTokenSpan[];
completionReason?: CompletionFinishReason;
draft?: GenAttrRunDraft;
demoUiOptions: GenAttrDemoUiOptions;
}
): GenAttrCachedRun {
const { demoUiOptions, ...contentParams } = params;
return { ...buildGenAttrCachedRunContentPayload(contentParams), demoUiOptions };
}
function isValidPromptSpansPayload(v: unknown): boolean {
if (!Array.isArray(v)) return false;
for (const item of v) {
if (item == null || typeof item !== 'object') return false;
const o = item as Record<string, unknown>;
const off = o.offset;
if (!Array.isArray(off) || off.length !== 2) return false;
if (typeof off[0] !== 'number' || !Number.isFinite(off[0])) return false;
if (typeof off[1] !== 'number' || !Number.isFinite(off[1])) return false;
if (typeof o.raw !== 'string') return false;
if (o.token_id !== undefined && (typeof o.token_id !== 'number' || !Number.isFinite(o.token_id))) {
return false;
}
}
return true;
}
function isValidGenAttrRunDraftPayload(v: unknown): boolean {
if (v == null || typeof v !== 'object') return false;
const d = v as Record<string, unknown>;
if (d.mode !== 'raw' && d.mode !== 'chat') return false;
if (d.model !== undefined && typeof d.model !== 'string') return false;
if (d.maxTokens !== undefined && (typeof d.maxTokens !== 'number' || !Number.isFinite(d.maxTokens))) {
return false;
}
if (d.system !== undefined && typeof d.system !== 'string') return false;
if (d.user !== undefined && typeof d.user !== 'string') return false;
if (d.useSystem !== undefined && typeof d.useSystem !== 'boolean') return false;
if (d.teacherForcing !== undefined && typeof d.teacherForcing !== 'string') return false;
if (d.stopAfterTeacherForcing !== undefined && typeof d.stopAfterTeacherForcing !== 'boolean') {
return false;
}
if (d.multiTurnEnabled !== undefined && typeof d.multiTurnEnabled !== 'boolean') {
return false;
}
return true;
}
function migrateStepInputRanges(step: TokenGenStep): TokenGenStep {
if (Array.isArray(step.inputRanges) && step.inputRanges.length > 0) {
return step;
}
const pe = step.promptRegionEnd;
return { ...step, inputRanges: [[0, pe]] };
}
function migrateGenAttrCachedRun(rec: GenAttrCachedRun): GenAttrCachedRun {
let changed = false;
const steps = rec.steps.map((step) => {
const migrated = migrateStepInputRanges(step);
if (migrated !== step) changed = true;
return migrated;
});
return changed ? { ...rec, steps } : rec;
}
function isDagLayoutModePayload(v: unknown): v is DagLayoutMode {
return (
v === 'text-flow' ||
v === 'linear-arc' ||
v === 'linear-arc-step-down' ||
v === 'spiral' ||
v === 'attribution-matrix' ||
v === 'text-matrix'
);
}
function isValidDemoUiOptionsPayload(v: unknown): v is Partial<GenAttrDemoUiOptions> {
if (v == null || typeof v !== 'object') return false;
const d = v as Record<string, unknown>;
if (d.layoutMode !== undefined && !isDagLayoutModePayload(d.layoutMode)) return false;
if (d.layoutTransitionEnabled !== undefined && typeof d.layoutTransitionEnabled !== 'boolean') {
return false;
}
if (
d.layoutTransitionDurationS !== undefined &&
(typeof d.layoutTransitionDurationS !== 'number' || !Number.isFinite(d.layoutTransitionDurationS))
) {
return false;
}
if (d.measureWidthPx !== undefined && (typeof d.measureWidthPx !== 'number' || !Number.isFinite(d.measureWidthPx))) {
return false;
}
if (d.dagCompactness !== undefined && (typeof d.dagCompactness !== 'number' || !Number.isFinite(d.dagCompactness))) {
return false;
}
if (
d.linearArcAdjacentGapPx !== undefined &&
(typeof d.linearArcAdjacentGapPx !== 'number' || !Number.isFinite(d.linearArcAdjacentGapPx))
) {
return false;
}
if (d.hideExcludedTokens !== undefined && typeof d.hideExcludedTokens !== 'boolean') return false;
if (d.dimInactiveTokens !== undefined && typeof d.dimInactiveTokens !== 'boolean') return false;
if (
d.dimInactiveTokensThreshold !== undefined &&
(typeof d.dimInactiveTokensThreshold !== 'number' ||
!Number.isFinite(d.dimInactiveTokensThreshold))
) {
return false;
}
if (
d.dimInactiveNotDuringAnimation !== undefined &&
typeof d.dimInactiveNotDuringAnimation !== 'boolean'
) {
return false;
}
if (
d.edgeTopPCoverage !== undefined &&
(typeof d.edgeTopPCoverage !== 'number' || !Number.isFinite(d.edgeTopPCoverage))
) {
return false;
}
if (d.nodeCiVisualScaleEnabled !== undefined && typeof d.nodeCiVisualScaleEnabled !== 'boolean') {
return false;
}
if (
d.decayAttributionToHighSurprisalTargetEnabled !== undefined &&
typeof d.decayAttributionToHighSurprisalTargetEnabled !== 'boolean'
) {
return false;
}
const legacyDecay = (d as { edgeWeakenHighSurprisalEnabled?: unknown }).edgeWeakenHighSurprisalEnabled;
if (legacyDecay !== undefined && typeof legacyDecay !== 'boolean') {
return false;
}
if (d.hideInactiveEdges !== undefined && typeof d.hideInactiveEdges !== 'boolean') return false;
if (
d.showDownstreamInfluence !== undefined &&
typeof d.showDownstreamInfluence !== 'boolean'
) {
return false;
}
if (
d.recursiveAttributionEnabled !== undefined &&
typeof d.recursiveAttributionEnabled !== 'boolean'
) {
return false;
}
if (
d.recursiveEdgeBatchAnimationDirection !== undefined &&
d.recursiveEdgeBatchAnimationDirection !== 'backward' &&
d.recursiveEdgeBatchAnimationDirection !== 'forward'
) {
return false;
}
if (
d.forwardSlideSharedNodes !== undefined &&
typeof d.forwardSlideSharedNodes !== 'boolean'
) {
return false;
}
if (
d.showTokenInfoOnSelected !== undefined &&
typeof d.showTokenInfoOnSelected !== 'boolean'
) {
return false;
}
if (d.replayPacingMode !== undefined && d.replayPacingMode !== 'total' && d.replayPacingMode !== 'step') {
return false;
}
if (d.replayAutoZoom !== undefined && typeof d.replayAutoZoom !== 'boolean') {
return false;
}
if (d.disableSmartStepTime !== undefined && typeof d.disableSmartStepTime !== 'boolean') {
return false;
}
if (d.lightningEffect !== undefined && typeof d.lightningEffect !== 'boolean') {
return false;
}
if (
d.lightningThresholdTau !== undefined &&
(typeof d.lightningThresholdTau !== 'number' || !Number.isFinite(d.lightningThresholdTau))
) {
return false;
}
if (
d.lightningSlowMo !== undefined &&
(typeof d.lightningSlowMo !== 'number' || !Number.isFinite(d.lightningSlowMo))
) {
return false;
}
if (d.lightningSound !== undefined && typeof d.lightningSound !== 'boolean') {
return false;
}
if (d.playbackTotalS !== undefined && (typeof d.playbackTotalS !== 'number' || !Number.isFinite(d.playbackTotalS))) {
return false;
}
if (d.playbackStepMs !== undefined && (typeof d.playbackStepMs !== 'number' || !Number.isFinite(d.playbackStepMs))) {
return false;
}
if (
d.deletePromptPatternsEnabled !== undefined &&
typeof d.deletePromptPatternsEnabled !== 'boolean'
) {
return false;
}
if (d.deletePromptPatternsText !== undefined && typeof d.deletePromptPatternsText !== 'string') {
return false;
}
if (
d.excludePromptPatternsEnabled !== undefined &&
typeof d.excludePromptPatternsEnabled !== 'boolean'
) {
return false;
}
if (d.excludePromptPatternsText !== undefined && typeof d.excludePromptPatternsText !== 'string') {
return false;
}
if (
d.excludeGeneratedPatternsEnabled !== undefined &&
typeof d.excludeGeneratedPatternsEnabled !== 'boolean'
) {
return false;
}
if (
d.excludeGeneratedPatternsText !== undefined &&
typeof d.excludeGeneratedPatternsText !== 'string'
) {
return false;
}
if (
d.selectedNodeId !== undefined &&
d.selectedNodeId !== null &&
typeof d.selectedNodeId !== 'string'
) {
return false;
}
return true;
}
/**
* 打包 demo JSON 与 Cached history 负载对齐:`steps` 仅要求非空数组(细粒度由运行时承担)。
*/
export function isValidGenAttrCachedRunPayload(v: unknown): v is GenAttrCachedRun {
if (v == null || typeof v !== 'object') return false;
const o = v as Record<string, unknown>;
if (typeof o.initialContext !== 'string' || !Array.isArray(o.steps) || o.steps.length === 0) {
return false;
}
if (o.completionReason !== undefined) {
if (typeof o.completionReason !== 'string' || !isKnownPersistedCompletionReason(o.completionReason)) {
return false;
}
}
if (o.promptSpans !== undefined && !isValidPromptSpansPayload(o.promptSpans)) {
return false;
}
if (o.draft !== undefined && !isValidGenAttrRunDraftPayload(o.draft)) {
return false;
}
if (o.demoUiOptions !== undefined && !isValidDemoUiOptionsPayload(o.demoUiOptions)) {
return false;
}
return true;
}
/**
* 加载 demo 与加载 IndexedDB 历史共用的入口:`unknown` → 合法则返回记录,否则打日志并返回 `undefined`。
*/
export function parseGenAttrCachedRunPayload(
raw: unknown,
contextForLog?: string
): GenAttrCachedRun | undefined {
if (!isValidGenAttrCachedRunPayload(raw)) {
const suffix =
contextForLog !== undefined && contextForLog.length > 0 ? ` (${contextForLog})` : '';
console.warn(`[genAttributeRunCache] invalid GenAttrCachedRun payload${suffix}`);
return undefined;
}
return migrateGenAttrCachedRun(raw);
}
export async function save(
key: GenAttrCacheKey,
steps: TokenGenStep[],
promptSpans: PromptTokenSpan[],
status: 'partial' | 'complete' = steps.length > 0 ? 'partial' : 'complete',
completionReason?: CompletionFinishReason,
draft?: GenAttrRunDraft
): Promise<{ contentKey: string }> {
const { initialContext } = key;
const payload = buildGenAttrCachedRunContentPayload({
initialContext,
steps,
promptSpans,
completionReason,
draft,
});
return upsertEntry({
namespace: NAMESPACE,
businessKeyJson: JSON.stringify(normalizeKey(key)),
listLabel: initialContext,
payload,
status,
maxEntries: MAX_ENTRIES,
});
}
export async function get(key: GenAttrCacheKey): Promise<GenAttrCachedRun | undefined> {
const row = await getByContentKey<GenAttrCachedRun>(NAMESPACE, keyHash(key));
if (!row) return undefined;
return parseGenAttrCachedRunPayload(row.payload, 'get(GenAttrCacheKey)');
}
export async function getCachedEntryByContentKey(raw: string): Promise<GenAttrCachedRun | undefined> {
if (!raw) return undefined;
const row = await getByContentKey<GenAttrCachedRun>(NAMESPACE, raw);
if (!row) return undefined;
return parseGenAttrCachedRunPayload(row.payload, `contentKey=${raw}`);
}
/** 与 upsert 写入键一致;`?content=` 应使用 save 返回值或 MRU 的 contentKey,勿在 UI 层单独调用 */
export function buildCachedContentUrlParam(key: GenAttrCacheKey): string {
return keyHash(key);
}
export async function removeCachedEntryByContentKey(contentKey: string): Promise<void> {
await removeByContentKey(NAMESPACE, contentKey);
}
export async function touchCachedEntryByContentKey(contentKey: string): Promise<void> {
await touchByContentKey(NAMESPACE, contentKey);
}
export async function listCachedHistoryRows(): Promise<CachedHistoryListRow[]> {
const rows = await listMru<GenAttrCachedRun>(NAMESPACE);
return rows.map((r) => ({ contentKey: r.contentKey, listLabel: r.listLabel }));
}
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