Files
CLIProxyAPIPlus/internal/thinking/validate.go
hkfires c44793789b feat(thinking): add adaptive thinking support for Claude models
Add support for Claude's "adaptive" and "auto" thinking modes using `output_config.effort`. Introduce support for new effort level "max" in adaptive thinking. Update thinking logic, validate model capabilities, and extend converters and handling to ensure compatibility with adaptive modes. Adjust static model data with supported levels and refine handling across translators and executors.
2026-03-03 09:05:31 +08:00

379 lines
11 KiB
Go

// Package thinking provides unified thinking configuration processing logic.
package thinking
import (
"fmt"
"strings"
"github.com/router-for-me/CLIProxyAPI/v6/internal/registry"
log "github.com/sirupsen/logrus"
)
// ValidateConfig validates a thinking configuration against model capabilities.
//
// This function performs comprehensive validation:
// - Checks if the model supports thinking
// - Auto-converts between Budget and Level formats based on model capability
// - Validates that requested level is in the model's supported levels list
// - Clamps budget values to model's allowed range
// - When converting Budget -> Level for level-only models, clamps the derived standard level to the nearest supported level
// (special values none/auto are preserved)
// - When config comes from a model suffix, strict budget validation is disabled (we clamp instead of error)
//
// Parameters:
// - config: The thinking configuration to validate
// - support: Model's ThinkingSupport properties (nil means no thinking support)
// - fromFormat: Source provider format (used to determine strict validation rules)
// - toFormat: Target provider format
// - fromSuffix: Whether config was sourced from model suffix
//
// Returns:
// - Normalized ThinkingConfig with clamped values
// - ThinkingError if validation fails (ErrThinkingNotSupported, ErrLevelNotSupported, etc.)
//
// Auto-conversion behavior:
// - Budget-only model + Level config → Level converted to Budget
// - Level-only model + Budget config → Budget converted to Level
// - Hybrid model → preserve original format
func ValidateConfig(config ThinkingConfig, modelInfo *registry.ModelInfo, fromFormat, toFormat string, fromSuffix bool) (*ThinkingConfig, error) {
fromFormat, toFormat = strings.ToLower(strings.TrimSpace(fromFormat)), strings.ToLower(strings.TrimSpace(toFormat))
model := "unknown"
support := (*registry.ThinkingSupport)(nil)
if modelInfo != nil {
if modelInfo.ID != "" {
model = modelInfo.ID
}
support = modelInfo.Thinking
}
if support == nil {
if config.Mode != ModeNone {
return nil, NewThinkingErrorWithModel(ErrThinkingNotSupported, "thinking not supported for this model", model)
}
return &config, nil
}
allowClampUnsupported := isBudgetBasedProvider(fromFormat) && isLevelBasedProvider(toFormat)
strictBudget := !fromSuffix && fromFormat != "" && isSameProviderFamily(fromFormat, toFormat)
budgetDerivedFromLevel := false
capability := detectModelCapability(modelInfo)
switch capability {
case CapabilityBudgetOnly:
if config.Mode == ModeLevel {
if config.Level == LevelAuto {
break
}
budget, ok := ConvertLevelToBudget(string(config.Level))
if !ok {
return nil, NewThinkingError(ErrUnknownLevel, fmt.Sprintf("unknown level: %s", config.Level))
}
config.Mode = ModeBudget
config.Budget = budget
config.Level = ""
budgetDerivedFromLevel = true
}
case CapabilityLevelOnly:
if config.Mode == ModeBudget {
level, ok := ConvertBudgetToLevel(config.Budget)
if !ok {
return nil, NewThinkingError(ErrUnknownLevel, fmt.Sprintf("budget %d cannot be converted to a valid level", config.Budget))
}
// When converting Budget -> Level for level-only models, clamp the derived standard level
// to the nearest supported level. Special values (none/auto) are preserved.
config.Mode = ModeLevel
config.Level = clampLevel(ThinkingLevel(level), modelInfo, toFormat)
config.Budget = 0
}
case CapabilityHybrid:
}
if config.Mode == ModeLevel && config.Level == LevelNone {
config.Mode = ModeNone
config.Budget = 0
config.Level = ""
}
if config.Mode == ModeLevel && config.Level == LevelAuto {
config.Mode = ModeAuto
config.Budget = -1
config.Level = ""
}
if config.Mode == ModeBudget && config.Budget == 0 {
config.Mode = ModeNone
config.Level = ""
}
if len(support.Levels) > 0 && config.Mode == ModeLevel {
if !isLevelSupported(string(config.Level), support.Levels) {
if allowClampUnsupported {
config.Level = clampLevel(config.Level, modelInfo, toFormat)
}
if !isLevelSupported(string(config.Level), support.Levels) {
// User explicitly specified an unsupported level - return error
// (budget-derived levels may be clamped based on source format)
validLevels := normalizeLevels(support.Levels)
message := fmt.Sprintf("level %q not supported, valid levels: %s", strings.ToLower(string(config.Level)), strings.Join(validLevels, ", "))
return nil, NewThinkingError(ErrLevelNotSupported, message)
}
}
}
if strictBudget && config.Mode == ModeBudget && !budgetDerivedFromLevel {
min, max := support.Min, support.Max
if min != 0 || max != 0 {
if config.Budget < min || config.Budget > max || (config.Budget == 0 && !support.ZeroAllowed) {
message := fmt.Sprintf("budget %d out of range [%d,%d]", config.Budget, min, max)
return nil, NewThinkingError(ErrBudgetOutOfRange, message)
}
}
}
// Convert ModeAuto to mid-range if dynamic not allowed
if config.Mode == ModeAuto && !support.DynamicAllowed {
config = convertAutoToMidRange(config, support, toFormat, model)
}
if config.Mode == ModeNone && toFormat == "claude" {
// Claude supports explicit disable via thinking.type="disabled".
// Keep Budget=0 so applier can omit budget_tokens.
config.Budget = 0
config.Level = ""
} else {
switch config.Mode {
case ModeBudget, ModeAuto, ModeNone:
config.Budget = clampBudget(config.Budget, modelInfo, toFormat)
}
// ModeNone with clamped Budget > 0: set Level to lowest for Level-only/Hybrid models
// This ensures Apply layer doesn't need to access support.Levels
if config.Mode == ModeNone && config.Budget > 0 && len(support.Levels) > 0 {
config.Level = ThinkingLevel(support.Levels[0])
}
}
return &config, nil
}
// convertAutoToMidRange converts ModeAuto to a mid-range value when dynamic is not allowed.
//
// This function handles the case where a model does not support dynamic/auto thinking.
// The auto mode is silently converted to a fixed value based on model capability:
// - Level-only models: convert to ModeLevel with LevelMedium
// - Budget models: convert to ModeBudget with mid = (Min + Max) / 2
//
// Logging:
// - Debug level when conversion occurs
// - Fields: original_mode, clamped_to, reason
func convertAutoToMidRange(config ThinkingConfig, support *registry.ThinkingSupport, provider, model string) ThinkingConfig {
// For level-only models (has Levels but no Min/Max range), use ModeLevel with medium
if len(support.Levels) > 0 && support.Min == 0 && support.Max == 0 {
config.Mode = ModeLevel
config.Level = LevelMedium
config.Budget = 0
log.WithFields(log.Fields{
"provider": provider,
"model": model,
"original_mode": "auto",
"clamped_to": string(LevelMedium),
}).Debug("thinking: mode converted, dynamic not allowed, using medium level |")
return config
}
// For budget models, use mid-range budget
mid := (support.Min + support.Max) / 2
if mid <= 0 && support.ZeroAllowed {
config.Mode = ModeNone
config.Budget = 0
} else if mid <= 0 {
config.Mode = ModeBudget
config.Budget = support.Min
} else {
config.Mode = ModeBudget
config.Budget = mid
}
log.WithFields(log.Fields{
"provider": provider,
"model": model,
"original_mode": "auto",
"clamped_to": config.Budget,
}).Debug("thinking: mode converted, dynamic not allowed |")
return config
}
// standardLevelOrder defines the canonical ordering of thinking levels from lowest to highest.
var standardLevelOrder = []ThinkingLevel{LevelMinimal, LevelLow, LevelMedium, LevelHigh, LevelXHigh, LevelMax}
// clampLevel clamps the given level to the nearest supported level.
// On tie, prefers the lower level.
func clampLevel(level ThinkingLevel, modelInfo *registry.ModelInfo, provider string) ThinkingLevel {
model := "unknown"
var supported []string
if modelInfo != nil {
if modelInfo.ID != "" {
model = modelInfo.ID
}
if modelInfo.Thinking != nil {
supported = modelInfo.Thinking.Levels
}
}
if len(supported) == 0 || isLevelSupported(string(level), supported) {
return level
}
pos := levelIndex(string(level))
if pos == -1 {
return level
}
bestIdx, bestDist := -1, len(standardLevelOrder)+1
for _, s := range supported {
if idx := levelIndex(strings.TrimSpace(s)); idx != -1 {
if dist := abs(pos - idx); dist < bestDist || (dist == bestDist && idx < bestIdx) {
bestIdx, bestDist = idx, dist
}
}
}
if bestIdx >= 0 {
clamped := standardLevelOrder[bestIdx]
log.WithFields(log.Fields{
"provider": provider,
"model": model,
"original_value": string(level),
"clamped_to": string(clamped),
}).Debug("thinking: level clamped |")
return clamped
}
return level
}
// clampBudget clamps a budget value to the model's supported range.
func clampBudget(value int, modelInfo *registry.ModelInfo, provider string) int {
model := "unknown"
support := (*registry.ThinkingSupport)(nil)
if modelInfo != nil {
if modelInfo.ID != "" {
model = modelInfo.ID
}
support = modelInfo.Thinking
}
if support == nil {
return value
}
// Auto value (-1) passes through without clamping.
if value == -1 {
return value
}
min, max := support.Min, support.Max
if value == 0 && !support.ZeroAllowed {
log.WithFields(log.Fields{
"provider": provider,
"model": model,
"original_value": value,
"clamped_to": min,
"min": min,
"max": max,
}).Warn("thinking: budget zero not allowed |")
return min
}
// Some models are level-only and do not define numeric budget ranges.
if min == 0 && max == 0 {
return value
}
if value < min {
if value == 0 && support.ZeroAllowed {
return 0
}
logClamp(provider, model, value, min, min, max)
return min
}
if value > max {
logClamp(provider, model, value, max, min, max)
return max
}
return value
}
func isLevelSupported(level string, supported []string) bool {
for _, s := range supported {
if strings.EqualFold(level, strings.TrimSpace(s)) {
return true
}
}
return false
}
func levelIndex(level string) int {
for i, l := range standardLevelOrder {
if strings.EqualFold(level, string(l)) {
return i
}
}
return -1
}
func normalizeLevels(levels []string) []string {
out := make([]string, len(levels))
for i, l := range levels {
out[i] = strings.ToLower(strings.TrimSpace(l))
}
return out
}
func isBudgetBasedProvider(provider string) bool {
switch provider {
case "gemini", "gemini-cli", "antigravity", "claude":
return true
default:
return false
}
}
func isLevelBasedProvider(provider string) bool {
switch provider {
case "openai", "openai-response", "codex":
return true
default:
return false
}
}
func isGeminiFamily(provider string) bool {
switch provider {
case "gemini", "gemini-cli", "antigravity":
return true
default:
return false
}
}
func isSameProviderFamily(from, to string) bool {
if from == to {
return true
}
return isGeminiFamily(from) && isGeminiFamily(to)
}
func abs(x int) int {
if x < 0 {
return -x
}
return x
}
func logClamp(provider, model string, original, clampedTo, min, max int) {
log.WithFields(log.Fields{
"provider": provider,
"model": model,
"original_value": original,
"min": min,
"max": max,
"clamped_to": clampedTo,
}).Debug("thinking: budget clamped |")
}