generator

type GeneratedProfile struct {
	Profile     *profiles.ClientProfile
	Quality     float64
	Source      string
	GeneratedAt time.Time
}

type GeneratorStats struct {
	TotalGenerated    int64
	TotalAttempts     int64
	TotalRejected     int64
	AvgAttemptsPerGen float64
	SuccessRate       float64
}

type ProfileQualityRank struct {
	ProfileID    string
	BrowserType  string
	QualityScore float64
	ForgeryProb  float64
	Consistency  float64
	Confidence   float64
}

type SimilarProfile struct {
	Profile    profiles.ClientProfile
	Distance   float64
	Similarity float64
}

type SmartGenerateConfig struct {
	// TargetBrowser is the desired browser family (e.g., "chrome", "firefox").
	TargetBrowser string

	// TargetOS is the desired operating system (e.g., "windows", "macos").
	TargetOS string

	// NoiseIntensity overrides the default noise level [0,1].
	NoiseIntensity float64

	// MaxRetries overrides the default max retries.
	MaxRetries int

	// QualityThreshold overrides the default quality threshold.
	QualityThreshold float64
}

type SmartGenerateResult struct {
	// Profile is the generated fingerprint.
	Profile *profiles.ClientProfile

	// QualityScore is the composite quality score [0,1].
	QualityScore float64

	// Validation contains detailed ML validation results.
	Validation *ml.ValidationResult

	// Attempts is how many candidates were evaluated.
	Attempts int

	// SourceProfileID is the base profile that was mutated.
	SourceProfileID string

	// GenerationTime is total generation duration.
	GenerationTime time.Duration
}

type SmartGenerator struct {
	// contains filtered or unexported fields
}

type SmartGeneratorConfig struct {
	// MaxRetries is the maximum number of generation attempts.
	MaxRetries int

	// DefaultNoiseIntensity is the noise level for mutations [0,1].
	DefaultNoiseIntensity float64

	// QualityThreshold: generated fingerprints must achieve this quality
	// score (composite of forgery, consistency, confidence) in [0,1].
	QualityThreshold float64

	// EnableCaching caches recently generated profiles for dedup.
	EnableCaching bool

	// CacheSize is the max number of cached profiles.
	CacheSize int
}