Merge pull request #173 from jgor20/fix/quota-aware-selection
feat(strategy): add quota-awareness to hybrid account selection
This commit is contained in:
@@ -1,33 +1,36 @@
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/**
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* Hybrid Strategy
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*
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* Smart selection based on health score, token bucket, and LRU freshness.
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* Smart selection based on health score, token bucket, quota, and LRU freshness.
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* Combines multiple signals for optimal account distribution.
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*
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* Scoring formula:
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* score = (Health × 2) + ((Tokens / MaxTokens × 100) × 5) + (LRU × 0.1)
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* score = (Health × 2) + ((Tokens / MaxTokens × 100) × 5) + (Quota × 3) + (LRU × 0.1)
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*
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* Filters accounts that are:
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* - Not rate-limited
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* - Not invalid or disabled
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* - Health score >= minUsable
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* - Has tokens available
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* - Quota not critically low (< 5%)
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*/
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import { BaseStrategy } from './base-strategy.js';
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import { HealthTracker, TokenBucketTracker } from './trackers/index.js';
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import { HealthTracker, TokenBucketTracker, QuotaTracker } from './trackers/index.js';
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import { logger } from '../../utils/logger.js';
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// Default weights for scoring
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const DEFAULT_WEIGHTS = {
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health: 2,
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tokens: 5,
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quota: 3,
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lru: 0.1
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};
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export class HybridStrategy extends BaseStrategy {
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#healthTracker;
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#tokenBucketTracker;
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#quotaTracker;
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#weights;
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/**
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@@ -35,12 +38,14 @@ export class HybridStrategy extends BaseStrategy {
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* @param {Object} config - Strategy configuration
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* @param {Object} [config.healthScore] - Health tracker configuration
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* @param {Object} [config.tokenBucket] - Token bucket configuration
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* @param {Object} [config.quota] - Quota tracker configuration
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* @param {Object} [config.weights] - Scoring weights
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*/
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constructor(config = {}) {
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super(config);
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this.#healthTracker = new HealthTracker(config.healthScore || {});
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this.#tokenBucketTracker = new TokenBucketTracker(config.tokenBucket || {});
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this.#quotaTracker = new QuotaTracker(config.quota || {});
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this.#weights = { ...DEFAULT_WEIGHTS, ...config.weights };
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}
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@@ -71,7 +76,7 @@ export class HybridStrategy extends BaseStrategy {
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const scored = candidates.map(({ account, index }) => ({
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account,
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index,
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score: this.#calculateScore(account)
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score: this.#calculateScore(account, modelId)
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}));
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scored.sort((a, b) => b.score - a.score);
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@@ -126,7 +131,7 @@ export class HybridStrategy extends BaseStrategy {
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* @private
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*/
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#getCandidates(accounts, modelId) {
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return accounts
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const candidates = accounts
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.map((account, index) => ({ account, index }))
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.filter(({ account }) => {
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// Basic usability check
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@@ -144,15 +149,40 @@ export class HybridStrategy extends BaseStrategy {
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return false;
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}
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// Quota availability check (exclude critically low quota)
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if (this.#quotaTracker.isQuotaCritical(account, modelId)) {
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logger.debug(`[HybridStrategy] Excluding ${account.email}: quota critically low for ${modelId}`);
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return false;
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}
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return true;
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});
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// If no candidates after quota filter, fall back to all usable accounts
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// (better to use critical quota than fail entirely)
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if (candidates.length === 0) {
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const fallback = accounts
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.map((account, index) => ({ account, index }))
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.filter(({ account }) => {
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if (!this.isAccountUsable(account, modelId)) return false;
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if (!this.#healthTracker.isUsable(account.email)) return false;
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if (!this.#tokenBucketTracker.hasTokens(account.email)) return false;
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return true;
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});
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if (fallback.length > 0) {
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logger.warn('[HybridStrategy] All accounts have critical quota, using fallback');
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return fallback;
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}
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}
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return candidates;
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}
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/**
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* Calculate the combined score for an account
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* @private
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*/
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#calculateScore(account) {
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#calculateScore(account, modelId) {
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const email = account.email;
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// Health component (0-100 scaled by weight)
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@@ -165,6 +195,10 @@ export class HybridStrategy extends BaseStrategy {
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const tokenRatio = tokens / maxTokens;
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const tokenComponent = (tokenRatio * 100) * this.#weights.tokens;
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// Quota component (0-100 scaled by weight)
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const quotaScore = this.#quotaTracker.getScore(account, modelId);
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const quotaComponent = quotaScore * this.#weights.quota;
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// LRU component (older = higher score)
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// Use time since last use, capped at 1 hour for scoring
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const lastUsed = account.lastUsed || 0;
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@@ -172,7 +206,7 @@ export class HybridStrategy extends BaseStrategy {
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const lruMinutes = timeSinceLastUse / 60000;
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const lruComponent = lruMinutes * this.#weights.lru;
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return healthComponent + tokenComponent + lruComponent;
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return healthComponent + tokenComponent + quotaComponent + lruComponent;
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}
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/**
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@@ -190,6 +224,14 @@ export class HybridStrategy extends BaseStrategy {
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getTokenBucketTracker() {
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return this.#tokenBucketTracker;
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}
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/**
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* Get the quota tracker (for testing/debugging)
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* @returns {QuotaTracker} The quota tracker instance
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*/
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getQuotaTracker() {
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return this.#quotaTracker;
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}
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}
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export default HybridStrategy;
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@@ -6,3 +6,4 @@
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export { HealthTracker } from './health-tracker.js';
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export { TokenBucketTracker } from './token-bucket-tracker.js';
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export { QuotaTracker } from './quota-tracker.js';
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120
src/account-manager/strategies/trackers/quota-tracker.js
Normal file
120
src/account-manager/strategies/trackers/quota-tracker.js
Normal file
@@ -0,0 +1,120 @@
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/**
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* Quota Tracker
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*
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* Tracks per-account quota levels to prioritize accounts with available quota.
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* Uses quota data from account.quota.models[modelId].remainingFraction.
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* Accounts below critical threshold are excluded from selection.
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*/
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// Default configuration
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const DEFAULT_CONFIG = {
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lowThreshold: 0.10, // 10% - reduce score
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criticalThreshold: 0.05, // 5% - exclude from candidates
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staleMs: 300000, // 5 min - max age of quota data to trust
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unknownScore: 50 // Score for accounts with unknown quota
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};
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export class QuotaTracker {
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#config;
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/**
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* Create a new QuotaTracker
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* @param {Object} config - Quota tracker configuration
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*/
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constructor(config = {}) {
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this.#config = { ...DEFAULT_CONFIG, ...config };
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}
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/**
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* Get the quota fraction for an account and model
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* @param {Object} account - Account object
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* @param {string} modelId - Model ID to check
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* @returns {number|null} Remaining fraction (0-1) or null if unknown
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*/
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getQuotaFraction(account, modelId) {
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if (!account?.quota?.models?.[modelId]) return null;
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const fraction = account.quota.models[modelId].remainingFraction;
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return typeof fraction === 'number' ? fraction : null;
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}
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/**
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* Check if quota data is fresh enough to be trusted
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* @param {Object} account - Account object
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* @returns {boolean} True if quota data is fresh
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*/
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isQuotaFresh(account) {
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if (!account?.quota?.lastChecked) return false;
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return (Date.now() - account.quota.lastChecked) < this.#config.staleMs;
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}
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/**
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* Check if an account has critically low quota for a model
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* @param {Object} account - Account object
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* @param {string} modelId - Model ID to check
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* @returns {boolean} True if quota is at or below critical threshold
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*/
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isQuotaCritical(account, modelId) {
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const fraction = this.getQuotaFraction(account, modelId);
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// Unknown quota = not critical (assume OK)
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if (fraction === null) return false;
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// Only apply critical check if data is fresh
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if (!this.isQuotaFresh(account)) return false;
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return fraction <= this.#config.criticalThreshold;
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}
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/**
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* Check if an account has low (but not critical) quota for a model
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* @param {Object} account - Account object
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* @param {string} modelId - Model ID to check
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* @returns {boolean} True if quota is below low threshold but above critical
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*/
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isQuotaLow(account, modelId) {
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const fraction = this.getQuotaFraction(account, modelId);
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if (fraction === null) return false;
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return fraction <= this.#config.lowThreshold && fraction > this.#config.criticalThreshold;
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}
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/**
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* Get a score (0-100) for an account based on quota
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* Higher score = more quota available
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* @param {Object} account - Account object
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* @param {string} modelId - Model ID to check
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* @returns {number} Score from 0-100
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*/
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getScore(account, modelId) {
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const fraction = this.getQuotaFraction(account, modelId);
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// Unknown quota = middle score
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if (fraction === null) {
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return this.#config.unknownScore;
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}
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// Convert fraction (0-1) to score (0-100)
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let score = fraction * 100;
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// Apply small penalty for stale data (reduce confidence)
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if (!this.isQuotaFresh(account)) {
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score *= 0.9; // 10% penalty for stale data
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}
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return score;
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}
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/**
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* Get the critical threshold
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* @returns {number} Critical threshold (0-1)
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*/
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getCriticalThreshold() {
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return this.#config.criticalThreshold;
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}
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/**
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* Get the low threshold
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* @returns {number} Low threshold (0-1)
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*/
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getLowThreshold() {
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return this.#config.lowThreshold;
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}
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}
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export default QuotaTracker;
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@@ -34,6 +34,11 @@ const DEFAULT_CONFIG = {
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maxTokens: 50, // Maximum token capacity
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tokensPerMinute: 6, // Regeneration rate
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initialTokens: 50 // Starting tokens
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},
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quota: {
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lowThreshold: 0.10, // 10% - reduce score
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criticalThreshold: 0.05, // 5% - exclude from candidates
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staleMs: 300000 // 5 min - max age of quota data to trust
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}
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}
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};
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@@ -19,6 +19,7 @@ async function runTests() {
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// Dynamic imports for ESM modules
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const { HealthTracker } = await import('../src/account-manager/strategies/trackers/health-tracker.js');
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const { TokenBucketTracker } = await import('../src/account-manager/strategies/trackers/token-bucket-tracker.js');
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const { QuotaTracker } = await import('../src/account-manager/strategies/trackers/quota-tracker.js');
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const { StickyStrategy } = await import('../src/account-manager/strategies/sticky-strategy.js');
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const { RoundRobinStrategy } = await import('../src/account-manager/strategies/round-robin-strategy.js');
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const { HybridStrategy } = await import('../src/account-manager/strategies/hybrid-strategy.js');
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@@ -277,6 +278,149 @@ async function runTests() {
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assertEqual(tracker.getTokens('test@example.com'), 50, 'Reset should restore initial');
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});
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// ==========================================================================
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// QUOTA TRACKER TESTS
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// ==========================================================================
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console.log('\n─── QuotaTracker Tests ───');
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test('QuotaTracker: getQuotaFraction returns null for missing data', () => {
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const tracker = new QuotaTracker();
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const account = { email: 'test@example.com' };
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assertNull(tracker.getQuotaFraction(account, 'model'), 'Missing quota should return null');
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});
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test('QuotaTracker: getQuotaFraction returns correct value', () => {
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const tracker = new QuotaTracker();
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const account = {
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email: 'test@example.com',
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quota: {
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models: { 'model': { remainingFraction: 0.75 } },
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lastChecked: Date.now()
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}
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};
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assertEqual(tracker.getQuotaFraction(account, 'model'), 0.75);
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});
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test('QuotaTracker: isQuotaFresh returns false when no lastChecked', () => {
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const tracker = new QuotaTracker();
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const account = { email: 'test@example.com' };
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assertFalse(tracker.isQuotaFresh(account), 'Missing lastChecked should not be fresh');
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});
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test('QuotaTracker: isQuotaFresh returns true for recent data', () => {
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const tracker = new QuotaTracker({ staleMs: 300000 }); // 5 min
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const account = {
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email: 'test@example.com',
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quota: { lastChecked: Date.now() - 60000 } // 1 min ago
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};
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assertTrue(tracker.isQuotaFresh(account), 'Recent data should be fresh');
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});
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test('QuotaTracker: isQuotaFresh returns false for stale data', () => {
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const tracker = new QuotaTracker({ staleMs: 300000 }); // 5 min
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const account = {
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email: 'test@example.com',
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quota: { lastChecked: Date.now() - 600000 } // 10 min ago
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};
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assertFalse(tracker.isQuotaFresh(account), 'Old data should be stale');
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});
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test('QuotaTracker: isQuotaCritical returns false for unknown quota', () => {
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const tracker = new QuotaTracker({ criticalThreshold: 0.05 });
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const account = { email: 'test@example.com' };
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assertFalse(tracker.isQuotaCritical(account, 'model'), 'Unknown quota should not be critical');
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});
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test('QuotaTracker: isQuotaCritical returns true when quota <= threshold', () => {
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const tracker = new QuotaTracker({ criticalThreshold: 0.05 });
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const account = {
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email: 'test@example.com',
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quota: {
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models: { 'model': { remainingFraction: 0.04 } },
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lastChecked: Date.now()
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}
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};
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assertTrue(tracker.isQuotaCritical(account, 'model'), 'Low quota should be critical');
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});
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test('QuotaTracker: isQuotaCritical returns false when quota > threshold', () => {
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const tracker = new QuotaTracker({ criticalThreshold: 0.05 });
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const account = {
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email: 'test@example.com',
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quota: {
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models: { 'model': { remainingFraction: 0.10 } },
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lastChecked: Date.now()
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}
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};
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assertFalse(tracker.isQuotaCritical(account, 'model'), 'Higher quota should not be critical');
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});
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test('QuotaTracker: isQuotaCritical returns false for stale data', () => {
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const tracker = new QuotaTracker({ criticalThreshold: 0.05, staleMs: 300000 });
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const account = {
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email: 'test@example.com',
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quota: {
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models: { 'model': { remainingFraction: 0.01 } },
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lastChecked: Date.now() - 600000 // 10 min ago (stale)
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}
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};
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assertFalse(tracker.isQuotaCritical(account, 'model'), 'Stale critical data should be ignored');
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});
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test('QuotaTracker: isQuotaLow returns true for low but not critical quota', () => {
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const tracker = new QuotaTracker({ lowThreshold: 0.10, criticalThreshold: 0.05 });
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const account = {
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email: 'test@example.com',
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quota: {
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models: { 'model': { remainingFraction: 0.08 } },
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lastChecked: Date.now()
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}
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};
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assertTrue(tracker.isQuotaLow(account, 'model'), 'Quota at 8% should be low');
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});
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test('QuotaTracker: isQuotaLow returns false for critical quota', () => {
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const tracker = new QuotaTracker({ lowThreshold: 0.10, criticalThreshold: 0.05 });
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const account = {
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email: 'test@example.com',
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quota: {
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models: { 'model': { remainingFraction: 0.03 } },
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lastChecked: Date.now()
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}
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};
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assertFalse(tracker.isQuotaLow(account, 'model'), 'Critical quota should not be just low');
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});
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test('QuotaTracker: getScore returns unknownScore for missing quota', () => {
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const tracker = new QuotaTracker({ unknownScore: 50 });
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const account = { email: 'test@example.com' };
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assertEqual(tracker.getScore(account, 'model'), 50, 'Unknown quota should return default score');
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});
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test('QuotaTracker: getScore returns 0-100 based on fraction', () => {
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const tracker = new QuotaTracker();
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const account = {
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email: 'test@example.com',
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quota: {
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models: { 'model': { remainingFraction: 0.75 } },
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lastChecked: Date.now()
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}
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};
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assertEqual(tracker.getScore(account, 'model'), 75, 'Score should be fraction * 100');
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});
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test('QuotaTracker: getScore applies penalty for stale data', () => {
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const tracker = new QuotaTracker({ staleMs: 300000 });
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const account = {
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email: 'test@example.com',
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quota: {
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models: { 'model': { remainingFraction: 1.0 } },
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lastChecked: Date.now() - 600000 // 10 min ago
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}
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};
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assertEqual(tracker.getScore(account, 'model'), 90, 'Stale data should have 10% penalty');
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});
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// ==========================================================================
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// BASE STRATEGY TESTS
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// ==========================================================================
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@@ -643,6 +787,108 @@ async function runTests() {
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assertEqual(result.account.email, 'old-account@example.com', 'Older account should win with LRU weight');
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});
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test('HybridStrategy: filters out accounts with critical quota', () => {
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const strategy = new HybridStrategy({
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healthScore: { initial: 70 },
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tokenBucket: { initialTokens: 50, maxTokens: 50 },
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quota: { criticalThreshold: 0.05, staleMs: 300000 }
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});
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||||
const accounts = [
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{
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email: 'critical@example.com',
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||||
enabled: true,
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||||
lastUsed: Date.now() - 3600000, // Older (would normally win LRU)
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||||
quota: {
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models: { 'model': { remainingFraction: 0.02 } },
|
||||
lastChecked: Date.now()
|
||||
}
|
||||
},
|
||||
{
|
||||
email: 'healthy@example.com',
|
||||
enabled: true,
|
||||
lastUsed: Date.now()
|
||||
}
|
||||
];
|
||||
|
||||
const result = strategy.selectAccount(accounts, 'model');
|
||||
assertEqual(result.account.email, 'healthy@example.com', 'Critical quota account should be excluded');
|
||||
});
|
||||
|
||||
test('HybridStrategy: prefers higher quota accounts', () => {
|
||||
const strategy = new HybridStrategy({
|
||||
healthScore: { initial: 70 },
|
||||
tokenBucket: { initialTokens: 50, maxTokens: 50 },
|
||||
quota: { weight: 3 },
|
||||
weights: { health: 2, tokens: 5, quota: 3, lru: 0.1 }
|
||||
});
|
||||
|
||||
// Create accounts with same lastUsed (equal LRU)
|
||||
const now = Date.now();
|
||||
const accounts = [
|
||||
{
|
||||
email: 'low-quota@example.com',
|
||||
enabled: true,
|
||||
lastUsed: now,
|
||||
quota: {
|
||||
models: { 'model': { remainingFraction: 0.20 } },
|
||||
lastChecked: now
|
||||
}
|
||||
},
|
||||
{
|
||||
email: 'high-quota@example.com',
|
||||
enabled: true,
|
||||
lastUsed: now,
|
||||
quota: {
|
||||
models: { 'model': { remainingFraction: 0.80 } },
|
||||
lastChecked: now
|
||||
}
|
||||
}
|
||||
];
|
||||
|
||||
const result = strategy.selectAccount(accounts, 'model');
|
||||
assertEqual(result.account.email, 'high-quota@example.com', 'Higher quota account should be preferred');
|
||||
});
|
||||
|
||||
test('HybridStrategy: falls back when all accounts have critical quota', () => {
|
||||
const strategy = new HybridStrategy({
|
||||
healthScore: { initial: 70 },
|
||||
tokenBucket: { initialTokens: 50, maxTokens: 50 },
|
||||
quota: { criticalThreshold: 0.05, staleMs: 300000 }
|
||||
});
|
||||
|
||||
const accounts = [
|
||||
{
|
||||
email: 'critical1@example.com',
|
||||
enabled: true,
|
||||
lastUsed: Date.now() - 60000,
|
||||
quota: {
|
||||
models: { 'model': { remainingFraction: 0.02 } },
|
||||
lastChecked: Date.now()
|
||||
}
|
||||
},
|
||||
{
|
||||
email: 'critical2@example.com',
|
||||
enabled: true,
|
||||
lastUsed: Date.now(),
|
||||
quota: {
|
||||
models: { 'model': { remainingFraction: 0.01 } },
|
||||
lastChecked: Date.now()
|
||||
}
|
||||
}
|
||||
];
|
||||
|
||||
// Should fall back and select an account even though all are critical
|
||||
const result = strategy.selectAccount(accounts, 'model');
|
||||
assertTrue(result.account !== null, 'Should fall back to critical quota accounts when no alternatives');
|
||||
});
|
||||
|
||||
test('HybridStrategy: getQuotaTracker returns tracker', () => {
|
||||
const strategy = new HybridStrategy();
|
||||
const tracker = strategy.getQuotaTracker();
|
||||
assertTrue(tracker instanceof QuotaTracker, 'Should return QuotaTracker instance');
|
||||
});
|
||||
|
||||
// ==========================================================================
|
||||
// STRATEGY FACTORY TESTS
|
||||
// ==========================================================================
|
||||
|
||||
Reference in New Issue
Block a user