package llm

import (
	"context"
	"errors"
	"time"
)

// Provider names
const (
	ProviderOllama    = "ollama"
	ProviderAnthropic = "anthropic"
	ProviderOpenAI    = "openai"
)

var (
	ErrProviderUnavailable = errors.New("LLM provider unavailable")
	ErrModelNotFound       = errors.New("model not found")
	ErrContextTooLong      = errors.New("context too long for model")
	ErrRateLimited         = errors.New("rate limited")
	ErrInvalidRequest      = errors.New("invalid request")
)

// Provider defines the interface for LLM providers
type Provider interface {
	// Name returns the provider name
	Name() string

	// IsAvailable checks if the provider is currently available
	IsAvailable(ctx context.Context) bool

	// ListModels returns available models
	ListModels(ctx context.Context) ([]Model, error)

	// Complete performs text completion
	Complete(ctx context.Context, req *CompletionRequest) (*CompletionResponse, error)

	// Chat performs chat completion
	Chat(ctx context.Context, req *ChatRequest) (*ChatResponse, error)

	// Embed creates embeddings for text
	Embed(ctx context.Context, req *EmbedRequest) (*EmbedResponse, error)
}

// Model represents an available LLM model
type Model struct {
	ID          string            `json:"id"`
	Name        string            `json:"name"`
	Provider    string            `json:"provider"`
	Description string            `json:"description,omitempty"`
	ContextSize int               `json:"context_size"`
	Parameters  map[string]any    `json:"parameters,omitempty"`
	Capabilities []string         `json:"capabilities,omitempty"` // "chat", "completion", "embedding"
}

// Message represents a chat message
type Message struct {
	Role    string `json:"role"` // "system", "user", "assistant"
	Content string `json:"content"`
}

// CompletionRequest represents a text completion request
type CompletionRequest struct {
	Model       string         `json:"model"`
	Prompt      string         `json:"prompt"`
	MaxTokens   int            `json:"max_tokens,omitempty"`
	Temperature float64        `json:"temperature,omitempty"`
	TopP        float64        `json:"top_p,omitempty"`
	Stop        []string       `json:"stop,omitempty"`
	Options     map[string]any `json:"options,omitempty"`
}

// CompletionResponse represents a text completion response
type CompletionResponse struct {
	ID           string        `json:"id"`
	Model        string        `json:"model"`
	Provider     string        `json:"provider"`
	Text         string        `json:"text"`
	FinishReason string        `json:"finish_reason,omitempty"`
	Usage        UsageStats    `json:"usage"`
	Duration     time.Duration `json:"duration"`
}

// ChatRequest represents a chat completion request
type ChatRequest struct {
	Model       string         `json:"model"`
	Messages    []Message      `json:"messages"`
	MaxTokens   int            `json:"max_tokens,omitempty"`
	Temperature float64        `json:"temperature,omitempty"`
	TopP        float64        `json:"top_p,omitempty"`
	Stop        []string       `json:"stop,omitempty"`
	Options     map[string]any `json:"options,omitempty"`
}

// ChatResponse represents a chat completion response
type ChatResponse struct {
	ID           string        `json:"id"`
	Model        string        `json:"model"`
	Provider     string        `json:"provider"`
	Message      Message       `json:"message"`
	FinishReason string        `json:"finish_reason,omitempty"`
	Usage        UsageStats    `json:"usage"`
	Duration     time.Duration `json:"duration"`
}

// EmbedRequest represents an embedding request
type EmbedRequest struct {
	Model string   `json:"model"`
	Input []string `json:"input"`
}

// EmbedResponse represents an embedding response
type EmbedResponse struct {
	ID         string        `json:"id"`
	Model      string        `json:"model"`
	Provider   string        `json:"provider"`
	Embeddings [][]float64   `json:"embeddings"`
	Usage      UsageStats    `json:"usage"`
	Duration   time.Duration `json:"duration"`
}

// UsageStats represents token usage statistics
type UsageStats struct {
	PromptTokens     int `json:"prompt_tokens"`
	CompletionTokens int `json:"completion_tokens"`
	TotalTokens      int `json:"total_tokens"`
}

// ProviderRegistry manages multiple LLM providers
type ProviderRegistry struct {
	providers       map[string]Provider
	primaryProvider string
	fallbackProvider string
}

// NewProviderRegistry creates a new provider registry
func NewProviderRegistry(primary, fallback string) *ProviderRegistry {
	return &ProviderRegistry{
		providers:        make(map[string]Provider),
		primaryProvider:  primary,
		fallbackProvider: fallback,
	}
}

// Register registers a provider
func (r *ProviderRegistry) Register(provider Provider) {
	r.providers[provider.Name()] = provider
}

// GetProvider returns a provider by name
func (r *ProviderRegistry) GetProvider(name string) (Provider, bool) {
	p, ok := r.providers[name]
	return p, ok
}

// GetPrimary returns the primary provider
func (r *ProviderRegistry) GetPrimary() (Provider, bool) {
	return r.GetProvider(r.primaryProvider)
}

// GetFallback returns the fallback provider
func (r *ProviderRegistry) GetFallback() (Provider, bool) {
	return r.GetProvider(r.fallbackProvider)
}

// GetAvailable returns the first available provider (primary, then fallback)
func (r *ProviderRegistry) GetAvailable(ctx context.Context) (Provider, error) {
	if p, ok := r.GetPrimary(); ok && p.IsAvailable(ctx) {
		return p, nil
	}

	if p, ok := r.GetFallback(); ok && p.IsAvailable(ctx) {
		return p, nil
	}

	return nil, ErrProviderUnavailable
}

// ListAllModels returns models from all available providers
func (r *ProviderRegistry) ListAllModels(ctx context.Context) ([]Model, error) {
	var allModels []Model

	for _, p := range r.providers {
		if p.IsAvailable(ctx) {
			models, err := p.ListModels(ctx)
			if err == nil {
				allModels = append(allModels, models...)
			}
		}
	}

	return allModels, nil
}

// Complete performs completion with automatic fallback
func (r *ProviderRegistry) Complete(ctx context.Context, req *CompletionRequest) (*CompletionResponse, error) {
	provider, err := r.GetAvailable(ctx)
	if err != nil {
		return nil, err
	}

	resp, err := provider.Complete(ctx, req)
	if err != nil && r.fallbackProvider != "" {
		// Try fallback
		if fallback, ok := r.GetFallback(); ok && fallback.Name() != provider.Name() {
			return fallback.Complete(ctx, req)
		}
	}

	return resp, err
}

// Chat performs chat completion with automatic fallback
func (r *ProviderRegistry) Chat(ctx context.Context, req *ChatRequest) (*ChatResponse, error) {
	provider, err := r.GetAvailable(ctx)
	if err != nil {
		return nil, err
	}

	resp, err := provider.Chat(ctx, req)
	if err != nil && r.fallbackProvider != "" {
		// Try fallback
		if fallback, ok := r.GetFallback(); ok && fallback.Name() != provider.Name() {
			return fallback.Chat(ctx, req)
		}
	}

	return resp, err
}

// Embed creates embeddings with automatic fallback
func (r *ProviderRegistry) Embed(ctx context.Context, req *EmbedRequest) (*EmbedResponse, error) {
	provider, err := r.GetAvailable(ctx)
	if err != nil {
		return nil, err
	}

	return provider.Embed(ctx, req)
}