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416 lines
12 KiB
TypeScript
416 lines
12 KiB
TypeScript
/**
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* Thinking Budget Validator
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*
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* Validates user-provided thinking values against model capabilities.
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* - Clamps out-of-range budgets
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* - Maps invalid levels to closest valid
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* - Warns when model doesn't support thinking
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*/
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import { getModelThinkingSupport, ThinkingSupport } from './model-catalog';
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import { CLIProxyProvider } from './types';
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/**
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* Thinking budget bounds (used for validation across API and CLI)
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*/
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export const THINKING_BUDGET_MIN = 0;
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export const THINKING_BUDGET_MAX = 100000;
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export const THINKING_BUDGET_DEFAULT_MIN = 512;
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/**
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* Result of thinking value validation
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*/
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export interface ThinkingValidationResult {
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/** Whether the value is valid for the model */
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valid: boolean;
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/** The validated value (possibly clamped/mapped) */
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value: string | number;
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/** Warning message for user feedback */
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warning?: string;
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}
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/**
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* Named thinking level mappings to budget values (when converting level→budget)
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*/
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export const THINKING_LEVEL_BUDGETS: Record<string, number> = {
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minimal: 512,
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low: 1024,
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medium: 8192,
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high: 24576,
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xhigh: 32768,
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};
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/**
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* Level rank for comparison (higher = more intensive)
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*/
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export const THINKING_LEVEL_RANK: Record<string, number> = {
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minimal: 1,
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low: 2,
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medium: 3,
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high: 4,
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xhigh: 5,
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};
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/**
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* Valid thinking level names
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*/
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export const VALID_THINKING_LEVELS = ['minimal', 'low', 'medium', 'high', 'xhigh', 'auto'] as const;
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export type ThinkingLevel = (typeof VALID_THINKING_LEVELS)[number];
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/**
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* Valid tier names for tier_defaults configuration
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*/
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export const VALID_THINKING_TIERS = ['opus', 'sonnet', 'haiku'] as const;
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export type ThinkingTier = (typeof VALID_THINKING_TIERS)[number];
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/**
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* Cap a level at the model's maximum supported level.
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* Returns the capped level and whether capping occurred.
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*/
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export function capLevelAtMax(
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level: string,
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maxLevel: string | undefined
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): { level: string; capped: boolean } {
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if (!maxLevel) return { level, capped: false };
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const levelRank = THINKING_LEVEL_RANK[level] ?? 0;
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const maxRank = THINKING_LEVEL_RANK[maxLevel] ?? 5;
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if (levelRank > maxRank) {
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return { level: maxLevel, capped: true };
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}
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return { level, capped: false };
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}
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/**
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* Special thinking values
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*/
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export const THINKING_OFF_VALUES = ['off', 'none', 'disabled', '0'] as const;
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export const THINKING_AUTO_VALUE = 'auto';
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/**
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* Check whether a value should disable thinking.
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* Accepts common string aliases and numeric 0.
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*/
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export function isThinkingOffValue(value: unknown): boolean {
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if (typeof value === 'number') {
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return value === 0;
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}
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if (typeof value === 'string') {
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const normalized = value.toLowerCase().trim();
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return THINKING_OFF_VALUES.includes(normalized as (typeof THINKING_OFF_VALUES)[number]);
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}
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return false;
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}
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/**
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* Find closest valid level using simple string matching
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* Returns undefined if no close match found
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*/
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function findClosestLevel(input: string, validLevels: string[]): string | undefined {
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const normalized = input.toLowerCase().trim();
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// Exact match first
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if (validLevels.includes(normalized)) {
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return normalized;
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}
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// Prefix matching (e.g., 'med' → 'medium', 'hi' → 'high')
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for (const level of validLevels) {
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if (level.startsWith(normalized)) {
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return level;
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}
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}
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// Common aliases
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const aliases: Record<string, string> = {
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min: 'minimal',
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lo: 'low',
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med: 'medium',
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mid: 'medium',
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hi: 'high',
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max: 'xhigh',
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ultra: 'xhigh',
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extreme: 'xhigh',
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};
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if (aliases[normalized] && validLevels.includes(aliases[normalized])) {
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return aliases[normalized];
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}
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return undefined;
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}
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/**
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* Validate a thinking value against model capabilities
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*
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* @param provider - The CLI proxy provider
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* @param modelId - The model identifier
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* @param value - User-provided thinking value (level name or budget number)
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* @returns Validation result with possibly clamped/mapped value and warnings
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*/
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export function validateThinking(
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provider: CLIProxyProvider,
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modelId: string,
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value: string | number
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): ThinkingValidationResult {
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const thinking = getModelThinkingSupport(provider, modelId);
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// Handle string length limit to prevent performance issues
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if (typeof value === 'string' && value.length > 100) {
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return {
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valid: false,
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value: 'off',
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warning: 'Thinking value too long (max 100 chars). Using "off".',
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};
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}
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// Handle empty string explicitly
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if (typeof value === 'string' && value.trim() === '') {
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return {
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valid: false,
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value: 'off',
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warning: 'Empty thinking value not allowed. Using "off".',
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};
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}
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// Handle off/none/disabled values
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if (isThinkingOffValue(value)) {
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return { valid: true, value: 'off' };
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}
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// If model has no thinking support info, pass through
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if (!thinking) {
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return {
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valid: true,
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value,
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warning: `Model ${modelId} has unknown thinking support. Value passed through unchanged.`,
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};
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}
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// Model doesn't support thinking at all
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if (thinking.type === 'none') {
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return {
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valid: false,
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value: 'off',
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warning: `Model ${modelId} does not support extended thinking. Thinking disabled.`,
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};
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}
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// Handle 'auto' value
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if (typeof value === 'string' && value.toLowerCase().trim() === THINKING_AUTO_VALUE) {
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if (!thinking.dynamicAllowed) {
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return {
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valid: false,
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value:
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thinking.type === 'budget' ? (thinking.min ?? 1024) : (thinking.levels?.[0] ?? 'low'),
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warning: `Model ${modelId} does not support dynamic/auto thinking. Using minimum value.`,
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};
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}
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return { valid: true, value: 'auto' };
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}
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// Budget-type models
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if (thinking.type === 'budget') {
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return validateBudgetThinking(thinking, value, modelId);
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}
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// Level-type models
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if (thinking.type === 'levels') {
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return validateLevelThinking(thinking, value, modelId);
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}
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// Fallback
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return { valid: true, value };
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}
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/**
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* Validate budget-type thinking value
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*/
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function validateBudgetThinking(
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thinking: ThinkingSupport,
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value: string | number,
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modelId: string
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): ThinkingValidationResult {
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const min = thinking.min ?? THINKING_BUDGET_MIN;
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const max = thinking.max ?? THINKING_BUDGET_MAX;
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// Convert level name to budget if needed
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let budget: number;
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if (typeof value === 'string') {
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const normalizedLevel = value.toLowerCase().trim();
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if (normalizedLevel in THINKING_LEVEL_BUDGETS) {
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budget = THINKING_LEVEL_BUDGETS[normalizedLevel];
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} else {
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// Strict number parsing: reject partial parses like "123abc"
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const parsed = Number(value);
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const trimmed = value.trim();
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// Accept trailing .0 for whole numbers (e.g., "8192.0" → 8192)
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const isWholeWithDecimal = Number.isInteger(parsed) && trimmed === `${parsed}.0`;
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if (
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isNaN(parsed) ||
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!Number.isFinite(parsed) ||
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(trimmed !== String(parsed) && !isWholeWithDecimal)
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) {
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// Not a valid number, try to find closest level
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const closest = findClosestLevel(value, Object.keys(THINKING_LEVEL_BUDGETS));
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if (closest) {
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budget = THINKING_LEVEL_BUDGETS[closest];
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} else {
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return {
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valid: false,
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value: min || THINKING_BUDGET_DEFAULT_MIN,
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warning: `Invalid thinking value "${value}" for ${modelId}. Using minimum budget ${min || THINKING_BUDGET_DEFAULT_MIN}.`,
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};
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}
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} else {
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budget = parsed;
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}
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}
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} else {
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budget = value;
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}
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// Reject NaN/Infinity budgets
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if (!Number.isFinite(budget)) {
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return {
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valid: false,
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value: min || THINKING_BUDGET_DEFAULT_MIN,
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warning: `Budget must be a finite number. Using minimum ${min || THINKING_BUDGET_DEFAULT_MIN}.`,
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};
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}
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// Reject negative budgets
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if (budget < THINKING_BUDGET_MIN) {
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return {
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valid: false,
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value: min || THINKING_BUDGET_DEFAULT_MIN,
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warning: `Negative thinking budget not allowed. Using minimum ${min || THINKING_BUDGET_DEFAULT_MIN}.`,
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};
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}
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// Check zero budget
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if (budget === 0 && !thinking.zeroAllowed) {
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return {
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valid: false,
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value: min || THINKING_BUDGET_DEFAULT_MIN,
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warning: `Model ${modelId} does not support zero thinking budget. Using minimum ${min || THINKING_BUDGET_DEFAULT_MIN}.`,
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};
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}
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// Clamp to valid range
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if (budget < min) {
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return {
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valid: true,
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value: min,
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warning: `Thinking budget ${budget} below minimum for ${modelId}. Clamped to ${min}.`,
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};
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}
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if (budget > max) {
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return {
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valid: true,
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value: max,
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warning: `Thinking budget ${budget} exceeds maximum for ${modelId}. Clamped to ${max}.`,
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};
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}
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return { valid: true, value: budget };
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}
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/**
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* Validate level-type thinking value
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*/
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function validateLevelThinking(
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thinking: ThinkingSupport,
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value: string | number,
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modelId: string
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): ThinkingValidationResult {
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const validLevels = thinking.levels ?? [];
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const maxLevel = thinking.maxLevel;
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// Helper to apply maxLevel cap and build result
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const applyMaxCap = (level: string, baseWarning?: string): ThinkingValidationResult => {
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const { level: cappedLevel, capped } = capLevelAtMax(level, maxLevel);
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const warnings: string[] = [];
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if (baseWarning) warnings.push(baseWarning);
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if (capped) {
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warnings.push(
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`Level "${level}" exceeds max "${maxLevel}" for ${modelId}. Capped to "${cappedLevel}".`
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);
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}
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return {
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valid: true,
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value: cappedLevel,
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warning: warnings.length > 0 ? warnings.join(' ') : undefined,
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};
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};
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// If numeric, try to map to closest level by budget
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if (typeof value === 'number') {
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// Find closest level by comparing to level budgets
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let closestLevel = validLevels[0] ?? 'low';
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let closestDiff = Infinity;
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for (const level of validLevels) {
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const levelBudget = THINKING_LEVEL_BUDGETS[level] ?? 8192;
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const diff = Math.abs(levelBudget - value);
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if (diff < closestDiff) {
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closestDiff = diff;
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closestLevel = level;
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}
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}
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return applyMaxCap(
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closestLevel,
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`Model ${modelId} uses named levels. Mapped budget ${value} to "${closestLevel}".`
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);
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}
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// String level
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const normalizedLevel = value.toLowerCase().trim();
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// Check if it's a valid level for this model
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if (validLevels.includes(normalizedLevel)) {
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return applyMaxCap(normalizedLevel);
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}
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// Try to find closest match
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const closest = findClosestLevel(normalizedLevel, validLevels);
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if (closest) {
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return applyMaxCap(
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closest,
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`Level "${value}" not valid for ${modelId}. Mapped to "${closest}".`
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);
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}
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// Try to map from standard level names to model's levels
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const standardToModelLevel: Record<string, string> = {};
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const levelOrder = ['minimal', 'low', 'medium', 'high', 'xhigh'];
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// Build mapping based on position
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for (let i = 0; i < validLevels.length; i++) {
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// Map first half of standard levels to lower model levels, second half to higher
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const standardIdx = Math.floor((i / validLevels.length) * levelOrder.length);
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for (let j = standardIdx; j < levelOrder.length; j++) {
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if (!standardToModelLevel[levelOrder[j]]) {
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standardToModelLevel[levelOrder[j]] = validLevels[Math.min(i, validLevels.length - 1)];
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}
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}
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}
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const mapped = standardToModelLevel[normalizedLevel];
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if (mapped) {
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return applyMaxCap(
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mapped,
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`Level "${value}" mapped to "${mapped}" for ${modelId} (available: ${validLevels.join(', ')}).`
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);
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}
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// Default to first level
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const defaultLevel = validLevels[0] ?? 'low';
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return {
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valid: false,
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value: defaultLevel,
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warning: `Invalid level "${value}" for ${modelId}. Using "${defaultLevel}" (available: ${validLevels.join(', ')}).`,
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};
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}
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