惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

H
Help Net Security
T
ThreatConnect
SecWiki News
SecWiki News
F
Future of Privacy Forum
AWS News Blog
AWS News Blog
C
Cisco Blogs
A
Arctic Wolf
Vercel News
Vercel News
The GitHub Blog
The GitHub Blog
Scott Helme
Scott Helme
V
V2EX
博客园 - 叶小钗
阮一峰的网络日志
阮一峰的网络日志
K
Kaspersky official blog
G
Google Developers Blog
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
P
Privacy International News Feed
C
Cyber Attacks, Cyber Crime and Cyber Security
N
News | PayPal Newsroom
Schneier on Security
Schneier on Security
NISL@THU
NISL@THU
Microsoft Azure Blog
Microsoft Azure Blog
量子位
The Hacker News
The Hacker News
Stack Overflow Blog
Stack Overflow Blog
Security Latest
Security Latest
M
Microsoft Research Blog - Microsoft Research
Google Online Security Blog
Google Online Security Blog
博客园_首页
C
CXSECURITY Database RSS Feed - CXSecurity.com
I
InfoQ
Google DeepMind News
Google DeepMind News
Y
Y Combinator Blog
The Cloudflare Blog
Microsoft Security Blog
Microsoft Security Blog
Martin Fowler
Martin Fowler
Cisco Talos Blog
Cisco Talos Blog
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
T
Troy Hunt's Blog
F
Fox-IT International blog
S
Security @ Cisco Blogs
博客园 - 司徒正美
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
C
Comments on: Blog
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
L
LINUX DO - 最新话题
GbyAI
GbyAI
Project Zero
Project Zero
腾讯CDC
T
Tailwind CSS Blog

Recent Commits to openclaw:main

fix(auto-reply): use context-aware overflow reserve hints (#84399) feat(gateway): forward OpenAI sampling params (#84094) fix: hide unsupported best effort message option · openclaw/openclaw@5dc7043 refactor: reuse realtime output activity in google meet (#86665) fix(test): harden bundled plugin install sweep · openclaw/openclaw@84929e4 fix: prefer source public artifacts in source checkouts · openclaw/openclaw@c87957d test: type child process spawn mock · openclaw/openclaw@65a2105 test(installer): cover rocky cli installs · openclaw/openclaw@fe33747 docs: update changelog for landed fixes · openclaw/openclaw@da831e2 fix: dampen repeated device-required probes · openclaw/openclaw@399c692 fix(ui): keep local file markdown links inert · openclaw/openclaw@fc2d2d5 fix(update): avoid duplicate plugin smoke failures · openclaw/openclaw@342bde2 fix(gateway): cap retained compaction checkpoint bytes · openclaw/openclaw@d7361ef fix: stabilize tests and reduce plugin memory churn · openclaw/openclaw@c1a026a perf: reduce runtime metadata hotpath churn · openclaw/openclaw@1d21224 refactor: share realtime output activity tracking (#86661) fix(memory-wiki): bound compile page reads (#86660) · openclaw/openclaw@acbdb8c test(qa-matrix): use larger media coverage jpeg fix(cli): reject unknown command help roots (#81083) (thanks @YB0y) · openclaw/openclaw@bec7d56 test: improve test profiling helpers · openclaw/openclaw@68ab48b perf: reduce fuzzy matching allocations · openclaw/openclaw@ec7ad3b perf: reduce runtime cache churn · openclaw/openclaw@1531fe2 refactor: reuse forced consult coordinator in discord voice (#86656) · openclaw/openclaw@0164fd5 fix(scripts): drain codex-cli metadata stdout (#84239) (thanks @Iftek… fix(test): avoid discord voice tts activation tax · openclaw/openclaw@75ac0b5 fix(codex): disable native thread personality (#85891) (thanks @lastg… · openclaw/openclaw@0f35ec2 Refactor realtime voice turn context tracking (#86650) fix(discord): surface silent reply-delivery skips and remove runtime.… · openclaw/openclaw@3a48366 test(discord): cover deliver-lambda abort-skip path via processDiscor… · openclaw/openclaw@48adcb1 docs: update changelog for landed bug fixes · openclaw/openclaw@75c6cf2 test(qa-matrix): use valid media coverage jpeg · openclaw/openclaw@0f54221 fix(gmail-watcher): strip listeners from old process after settleProc… · openclaw/openclaw@0a38932 fix(gmail-watcher): prevent TDZ in settleProcess and guard exit handl… · openclaw/openclaw@94968c8 fix(hooks): stop existing Gmail watcher before re-entry to prevent leaks fix(codex): honor yolo app-server approval policy · openclaw/openclaw@7b30291 fix(usage-cost): invalidate durable cache on missing-cost semantics c… · openclaw/openclaw@9c79a0f fix(usage-cost): preserve transport-recorded positive cost for unpric… · openclaw/openclaw@6e85869 fix(usage-cost): only flag catalog-default zeros, preserve operator-c… · openclaw/openclaw@1670249 fix: treat zero-rate usage cost as unknown · openclaw/openclaw@116c600 fix(usage-cost): surface unpriced-model spend as missingCostEntries i… · openclaw/openclaw@1cc0a96 fix(irc): normalize channel route ids · openclaw/openclaw@9cb1e47 test(irc): cover transient channel join · openclaw/openclaw@c4c80ce fix(irc): store inbound channel routes as channel:#name and join befo… · openclaw/openclaw@63dee51 fix(test): harden macos onboarding e2e · openclaw/openclaw@cd96542 fix(agents): strip markdown code spans from IDENTITY.md values and la… · openclaw/openclaw@55c9a6b perf: reduce runtime cache churn · openclaw/openclaw@5b6d03e fix(pi-runner): flush blocks after compaction retry (#85288) (thanks … · openclaw/openclaw@0d4575a fix(gateway): abort stale agent runs on restart · openclaw/openclaw@a122d80 fix(ui): harden control e2e browser setup · openclaw/openclaw@4424daf fix(telegram): keep overlapping DM replies deliverable (#85361) (than… · openclaw/openclaw@0f67dfd fix(openai): route compaction through Codex auth provider (#86408) · openclaw/openclaw@f4cfa01 refactor: share realtime forced consult coordination · openclaw/openclaw@5dccba7 test(qa-lab): add runtime confidence reports build: refresh dependency pins (#86628) · openclaw/openclaw@cda7c30 test: port release validation stabilizers · openclaw/openclaw@9f7485e fix(cron): stop forcing message tool for delivery · openclaw/openclaw@c51fa0d fix(google): omit request config with cached content test: stabilize release validation test harnesses fix(test): bound kitchen sink command output · openclaw/openclaw@f1197ed fix(discord): stabilize realtime wake-name feedback test(config): guard legacy agentRuntime regression perf: precompute audio resample kernels fix(codex): allow env api-key app-server bootstrap · openclaw/openclaw@009b18c refactor: reuse shared coercion helpers (#86419) · openclaw/openclaw@77d9ac3 fix(cron): preserve runtime snapshot for isolated delivery · openclaw/openclaw@a98660e fix(test): model active assistant failover attempts · openclaw/openclaw@c55bee5 docs: update changelog for bug sweep landings test: fix mock signatures for tsgo · openclaw/openclaw@aa05c5c docs: document fail-closed behavior for rejected modelPatterns · openclaw/openclaw@36f269d fix(security): guard plugin modelPatterns with compileSafeRegex · openclaw/openclaw@117e082 docs(manifest): note safe-regex validation for modelPatterns · openclaw/openclaw@e7c7ee4 style: use bracket notation for __openclaw to satisfy no-underscore-d… · openclaw/openclaw@9a6c161 fix(security): escape field names in transcript regex extraction · openclaw/openclaw@fe8d99d test: tighten oversized metadata assertion to check exact id in __ope… · openclaw/openclaw@aff8e64 fix(logging): exit on stdout/stderr EPIPE instead of spinning · openclaw/openclaw@2aa5f17 fix(logging): preserve failure exit on EPIPE · openclaw/openclaw@623a60a fix(logging): keep string failure codes on EPIPE · openclaw/openclaw@78a1e7d fix(scripts): docs-spellcheck.sh fails on bash 3.2 with set -u · openclaw/openclaw@fef57f9 fix(docs): keep spellcheck bash 3.2-compatible · openclaw/openclaw@778fa87 fix(test): assert e2e agent reply payloads · openclaw/openclaw@74f3a1e test(gateway): pin live gateway models to pi runtime · openclaw/openclaw@c88f660 perf: speed up local TUI startup · openclaw/openclaw@a0023fb refactor: share realtime voice activation helpers (#86615) · openclaw/openclaw@d0ab0d9 fix(feishu): render native presentation buttons (#86588) · openclaw/openclaw@170e0aa fix(test): narrow plugin gauntlet prebuild · openclaw/openclaw@423f7d2 fix: route Discord gateway metadata through proxy (#86601) · openclaw/openclaw@5b6d409 fix: tighten Discord voice wake matching (#86595) · openclaw/openclaw@f00a912 refactor(logging): share diagnostic message lifecycle · openclaw/openclaw@baab4cf fix(cron): restore suspended lanes to default concurrency · openclaw/openclaw@e844d1d fix(auth): emit one-shot doctor-pointer warning for Keychain-only leg… · openclaw/openclaw@a61d530 fix(codex): recover stale preflight bindings (#86602) · openclaw/openclaw@9b9d897 fix(cron): preserve unsupported payload rows on writes · openclaw/openclaw@c916906 fix(cron): canonicalize preserved row ids · openclaw/openclaw@985bc93 test(cron): pin sequential duration regression · openclaw/openclaw@8351556 docs: update changelog for cron preservation (#86415) · openclaw/openclaw@bdc6b32 build: bump qs to patched release · openclaw/openclaw@9330b76 fix(status): prefer active OAuth for runtime aliases chore(acpx): bump bundled acpx to 0.10.0 · openclaw/openclaw@407cf8e docs: make changelog release-owned · openclaw/openclaw@c0f2d89 fix(google): stop appending preview to flash lite · openclaw/openclaw@915c820
perf: cache model cost indexes · openclaw/openclaw@068924e
steipete · 2026-05-26 · via Recent Commits to openclaw:main

@@ -63,7 +63,19 @@ type ModelsJsonCostCache = {

6363

rawEntries: Map<string, ModelCostConfig> | null;

6464

};

656566+

type ProviderCostIndexCacheEntry = {

67+

fingerprint: string;

68+

normalizedEntries?: Map<string, ModelCostConfig>;

69+

rawEntries?: Map<string, ModelCostConfig>;

70+

};

71+72+

const EMPTY_PROVIDER_COST_INDEX = new Map<string, ModelCostConfig>();

73+6674

let modelsJsonCostCache: ModelsJsonCostCache | null = null;

75+

let providerCostIndexByConfig = new WeakMap<

76+

Record<string, ModelProviderConfig>,

77+

ProviderCostIndexCacheEntry

78+

>();

67796880

export function formatTokenCount(value?: number): string {

6981

if (value === undefined || !Number.isFinite(value)) {

@@ -108,6 +120,7 @@ function toResolvedModelKey(params: {

108120

return null;

109121

}

110122

const normalized = normalizeModelRef(provider, model, {

123+

allowManifestNormalization: params.allowPluginNormalization === false ? false : undefined,

111124

allowPluginNormalization: params.allowPluginNormalization,

112125

});

113126

return modelKey(normalized.provider, normalized.model);

@@ -174,7 +187,7 @@ function normalizeTieredPricing(raw: RawPricingTier[] | undefined): PricingTier[

174187175188

function buildProviderCostIndex(

176189

providers: Record<string, ModelProviderConfig> | undefined,

177-

options?: { allowPluginNormalization?: boolean },

190+

options?: { allowManifestNormalization?: boolean; allowPluginNormalization?: boolean },

178191

): Map<string, ModelCostConfig> {

179192

const entries = new Map<string, ModelCostConfig>();

180193

if (!providers) {

@@ -184,6 +197,9 @@ function buildProviderCostIndex(

184197

const normalizedProvider = normalizeProviderId(providerKey);

185198

for (const model of providerConfig?.models ?? []) {

186199

const normalized = normalizeModelRef(normalizedProvider, model.id, {

200+

allowManifestNormalization:

201+

options?.allowManifestNormalization ??

202+

(options?.allowPluginNormalization === false ? false : undefined),

187203

allowPluginNormalization: options?.allowPluginNormalization,

188204

});

189205

const cost = { ...model.cost };

@@ -201,6 +217,41 @@ function buildProviderCostIndex(

201217

return entries;

202218

}

203219220+

function getProviderCostIndex(

221+

providers: Record<string, ModelProviderConfig> | undefined,

222+

options?: { allowManifestNormalization?: boolean; allowPluginNormalization?: boolean },

223+

): Map<string, ModelCostConfig> {

224+

if (!providers) {

225+

return EMPTY_PROVIDER_COST_INDEX;

226+

}

227+

const isRawLookup =

228+

options?.allowPluginNormalization === false &&

229+

(options.allowManifestNormalization === false ||

230+

options.allowManifestNormalization === undefined);

231+

const isDefaultNormalizedLookup =

232+

options?.allowPluginNormalization !== false &&

233+

options?.allowManifestNormalization === undefined;

234+

if (!isRawLookup && !isDefaultNormalizedLookup) {

235+

return buildProviderCostIndex(providers, options);

236+

}

237+238+

const fingerprint = stableCostFingerprintValue(providers);

239+

let cache = providerCostIndexByConfig.get(providers);

240+

if (!cache || cache.fingerprint !== fingerprint) {

241+

cache = { fingerprint };

242+

providerCostIndexByConfig.set(providers, cache);

243+

}

244+

if (isRawLookup) {

245+

cache.rawEntries ??= buildProviderCostIndex(providers, {

246+

allowManifestNormalization: false,

247+

allowPluginNormalization: false,

248+

});

249+

return cache.rawEntries;

250+

}

251+

cache.normalizedEntries ??= buildProviderCostIndex(providers);

252+

return cache.normalizedEntries;

253+

}

254+204255

function loadModelsJsonCostIndex(options?: {

205256

allowPluginNormalization?: boolean;

206257

}): Map<string, ModelCostConfig> {

@@ -226,13 +277,13 @@ function loadModelsJsonCostIndex(options?: {

226277

}

227278228279

if (useRawEntries) {

229-

modelsJsonCostCache.rawEntries ??= buildProviderCostIndex(modelsJsonCostCache.providers, {

280+

modelsJsonCostCache.rawEntries ??= getProviderCostIndex(modelsJsonCostCache.providers, {

230281

allowPluginNormalization: false,

231282

});

232283

return modelsJsonCostCache.rawEntries;

233284

}

234285235-

modelsJsonCostCache.normalizedEntries ??= buildProviderCostIndex(modelsJsonCostCache.providers);

286+

modelsJsonCostCache.normalizedEntries ??= getProviderCostIndex(modelsJsonCostCache.providers);

236287

return modelsJsonCostCache.normalizedEntries;

237288

} catch {

238289

const empty = new Map<string, ModelCostConfig>();

@@ -257,7 +308,7 @@ function findConfiguredProviderCost(params: {

257308

if (!key) {

258309

return undefined;

259310

}

260-

return buildProviderCostIndex(params.config?.models?.providers, {

311+

return getProviderCostIndex(params.config?.models?.providers, {

261312

allowPluginNormalization: params.allowPluginNormalization,

262313

}).get(key);

263314

}

@@ -289,9 +340,9 @@ function serializeCostIndex(

289340

export function resolveModelCostConfigFingerprint(config?: OpenClawConfig): string {

290341

return stableCostFingerprintValue({

291342

configuredRaw: serializeCostIndex(

292-

buildProviderCostIndex(config?.models?.providers, { allowPluginNormalization: false }),

343+

getProviderCostIndex(config?.models?.providers, { allowPluginNormalization: false }),

293344

),

294-

configuredNormalized: serializeCostIndex(buildProviderCostIndex(config?.models?.providers)),

345+

configuredNormalized: serializeCostIndex(getProviderCostIndex(config?.models?.providers)),

295346

modelsJsonRaw: serializeCostIndex(loadModelsJsonCostIndex({ allowPluginNormalization: false })),

296347

modelsJsonNormalized: serializeCostIndex(loadModelsJsonCostIndex()),

297348

gatewayPricing: getGatewayModelPricingCacheFingerprint(),

@@ -430,4 +481,5 @@ export function estimateUsageCost(params: {

430481431482

export function resetUsageFormatCachesForTest(): void {

432483

modelsJsonCostCache = null;

484+

providerCostIndexByConfig = new WeakMap();

433485

}