package llm

import (
	"bytes"
	"context"
	"encoding/json"
	"fmt"
	"io"
	"net/http"
	"time"

	"github.com/google/uuid"
)

// OllamaAdapter implements the Provider interface for Ollama
type OllamaAdapter struct {
	baseURL      string
	defaultModel string
	httpClient   *http.Client
}

// NewOllamaAdapter creates a new Ollama adapter
func NewOllamaAdapter(baseURL, defaultModel string) *OllamaAdapter {
	return &OllamaAdapter{
		baseURL:      baseURL,
		defaultModel: defaultModel,
		httpClient: &http.Client{
			Timeout: 5 * time.Minute, // LLM requests can be slow
		},
	}
}

// Name returns the provider name
func (o *OllamaAdapter) Name() string {
	return ProviderOllama
}

// IsAvailable checks if Ollama is reachable
func (o *OllamaAdapter) IsAvailable(ctx context.Context) bool {
	req, err := http.NewRequestWithContext(ctx, "GET", o.baseURL+"/api/tags", nil)
	if err != nil {
		return false
	}

	ctx, cancel := context.WithTimeout(ctx, 5*time.Second)
	defer cancel()

	req = req.WithContext(ctx)
	resp, err := o.httpClient.Do(req)
	if err != nil {
		return false
	}
	defer resp.Body.Close()

	return resp.StatusCode == http.StatusOK
}

// ListModels returns available Ollama models
func (o *OllamaAdapter) ListModels(ctx context.Context) ([]Model, error) {
	req, err := http.NewRequestWithContext(ctx, "GET", o.baseURL+"/api/tags", nil)
	if err != nil {
		return nil, err
	}

	resp, err := o.httpClient.Do(req)
	if err != nil {
		return nil, fmt.Errorf("failed to list models: %w", err)
	}
	defer resp.Body.Close()

	if resp.StatusCode != http.StatusOK {
		return nil, fmt.Errorf("unexpected status: %d", resp.StatusCode)
	}

	var result struct {
		Models []struct {
			Name       string `json:"name"`
			ModifiedAt string `json:"modified_at"`
			Size       int64  `json:"size"`
			Details    struct {
				Format            string   `json:"format"`
				Family            string   `json:"family"`
				ParameterSize     string   `json:"parameter_size"`
				QuantizationLevel string   `json:"quantization_level"`
			} `json:"details"`
		} `json:"models"`
	}

	if err := json.NewDecoder(resp.Body).Decode(&result); err != nil {
		return nil, fmt.Errorf("failed to decode response: %w", err)
	}

	models := make([]Model, len(result.Models))
	for i, m := range result.Models {
		models[i] = Model{
			ID:          m.Name,
			Name:        m.Name,
			Provider:    ProviderOllama,
			Description: fmt.Sprintf("%s (%s)", m.Details.Family, m.Details.ParameterSize),
			ContextSize: 4096, // Default, actual varies by model
			Capabilities: []string{"chat", "completion"},
		}
	}

	return models, nil
}

// Complete performs text completion
func (o *OllamaAdapter) Complete(ctx context.Context, req *CompletionRequest) (*CompletionResponse, error) {
	model := req.Model
	if model == "" {
		model = o.defaultModel
	}

	start := time.Now()

	ollamaReq := map[string]any{
		"model":  model,
		"prompt": req.Prompt,
		"stream": false,
	}

	if req.MaxTokens > 0 {
		if ollamaReq["options"] == nil {
			ollamaReq["options"] = make(map[string]any)
		}
		ollamaReq["options"].(map[string]any)["num_predict"] = req.MaxTokens
	}

	if req.Temperature > 0 {
		if ollamaReq["options"] == nil {
			ollamaReq["options"] = make(map[string]any)
		}
		ollamaReq["options"].(map[string]any)["temperature"] = req.Temperature
	}

	body, err := json.Marshal(ollamaReq)
	if err != nil {
		return nil, err
	}

	httpReq, err := http.NewRequestWithContext(ctx, "POST", o.baseURL+"/api/generate", bytes.NewReader(body))
	if err != nil {
		return nil, err
	}
	httpReq.Header.Set("Content-Type", "application/json")

	resp, err := o.httpClient.Do(httpReq)
	if err != nil {
		return nil, fmt.Errorf("ollama request failed: %w", err)
	}
	defer resp.Body.Close()

	if resp.StatusCode != http.StatusOK {
		bodyBytes, _ := io.ReadAll(resp.Body)
		return nil, fmt.Errorf("ollama error: %s", string(bodyBytes))
	}

	var result struct {
		Model              string `json:"model"`
		Response           string `json:"response"`
		Done               bool   `json:"done"`
		TotalDuration      int64  `json:"total_duration"`
		LoadDuration       int64  `json:"load_duration"`
		PromptEvalCount    int    `json:"prompt_eval_count"`
		PromptEvalDuration int64  `json:"prompt_eval_duration"`
		EvalCount          int    `json:"eval_count"`
		EvalDuration       int64  `json:"eval_duration"`
	}

	if err := json.NewDecoder(resp.Body).Decode(&result); err != nil {
		return nil, fmt.Errorf("failed to decode response: %w", err)
	}

	duration := time.Since(start)

	return &CompletionResponse{
		ID:           uuid.New().String(),
		Model:        result.Model,
		Provider:     ProviderOllama,
		Text:         result.Response,
		FinishReason: "stop",
		Usage: UsageStats{
			PromptTokens:     result.PromptEvalCount,
			CompletionTokens: result.EvalCount,
			TotalTokens:      result.PromptEvalCount + result.EvalCount,
		},
		Duration: duration,
	}, nil
}

// Chat performs chat completion
func (o *OllamaAdapter) Chat(ctx context.Context, req *ChatRequest) (*ChatResponse, error) {
	model := req.Model
	if model == "" {
		model = o.defaultModel
	}

	start := time.Now()

	// Convert messages to Ollama format
	messages := make([]map[string]string, len(req.Messages))
	for i, m := range req.Messages {
		messages[i] = map[string]string{
			"role":    m.Role,
			"content": m.Content,
		}
	}

	ollamaReq := map[string]any{
		"model":    model,
		"messages": messages,
		"stream":   false,
	}

	if req.MaxTokens > 0 {
		if ollamaReq["options"] == nil {
			ollamaReq["options"] = make(map[string]any)
		}
		ollamaReq["options"].(map[string]any)["num_predict"] = req.MaxTokens
	}

	if req.Temperature > 0 {
		if ollamaReq["options"] == nil {
			ollamaReq["options"] = make(map[string]any)
		}
		ollamaReq["options"].(map[string]any)["temperature"] = req.Temperature
	}

	body, err := json.Marshal(ollamaReq)
	if err != nil {
		return nil, err
	}

	httpReq, err := http.NewRequestWithContext(ctx, "POST", o.baseURL+"/api/chat", bytes.NewReader(body))
	if err != nil {
		return nil, err
	}
	httpReq.Header.Set("Content-Type", "application/json")

	resp, err := o.httpClient.Do(httpReq)
	if err != nil {
		return nil, fmt.Errorf("ollama chat request failed: %w", err)
	}
	defer resp.Body.Close()

	if resp.StatusCode != http.StatusOK {
		bodyBytes, _ := io.ReadAll(resp.Body)
		return nil, fmt.Errorf("ollama chat error: %s", string(bodyBytes))
	}

	var result struct {
		Model   string `json:"model"`
		Message struct {
			Role    string `json:"role"`
			Content string `json:"content"`
		} `json:"message"`
		Done               bool  `json:"done"`
		TotalDuration      int64 `json:"total_duration"`
		PromptEvalCount    int   `json:"prompt_eval_count"`
		EvalCount          int   `json:"eval_count"`
	}

	if err := json.NewDecoder(resp.Body).Decode(&result); err != nil {
		return nil, fmt.Errorf("failed to decode chat response: %w", err)
	}

	duration := time.Since(start)

	return &ChatResponse{
		ID:       uuid.New().String(),
		Model:    result.Model,
		Provider: ProviderOllama,
		Message: Message{
			Role:    result.Message.Role,
			Content: result.Message.Content,
		},
		FinishReason: "stop",
		Usage: UsageStats{
			PromptTokens:     result.PromptEvalCount,
			CompletionTokens: result.EvalCount,
			TotalTokens:      result.PromptEvalCount + result.EvalCount,
		},
		Duration: duration,
	}, nil
}

// Embed creates embeddings
func (o *OllamaAdapter) Embed(ctx context.Context, req *EmbedRequest) (*EmbedResponse, error) {
	model := req.Model
	if model == "" {
		model = "nomic-embed-text" // Default embedding model
	}

	start := time.Now()

	var embeddings [][]float64

	for _, input := range req.Input {
		ollamaReq := map[string]any{
			"model":  model,
			"prompt": input,
		}

		body, err := json.Marshal(ollamaReq)
		if err != nil {
			return nil, err
		}

		httpReq, err := http.NewRequestWithContext(ctx, "POST", o.baseURL+"/api/embeddings", bytes.NewReader(body))
		if err != nil {
			return nil, err
		}
		httpReq.Header.Set("Content-Type", "application/json")

		resp, err := o.httpClient.Do(httpReq)
		if err != nil {
			return nil, fmt.Errorf("ollama embedding request failed: %w", err)
		}
		defer resp.Body.Close()

		if resp.StatusCode != http.StatusOK {
			bodyBytes, _ := io.ReadAll(resp.Body)
			return nil, fmt.Errorf("ollama embedding error: %s", string(bodyBytes))
		}

		var result struct {
			Embedding []float64 `json:"embedding"`
		}

		if err := json.NewDecoder(resp.Body).Decode(&result); err != nil {
			return nil, fmt.Errorf("failed to decode embedding response: %w", err)
		}

		embeddings = append(embeddings, result.Embedding)
	}

	duration := time.Since(start)

	return &EmbedResponse{
		ID:         uuid.New().String(),
		Model:      model,
		Provider:   ProviderOllama,
		Embeddings: embeddings,
		Usage: UsageStats{
			TotalTokens: len(req.Input) * 256, // Approximate
		},
		Duration: duration,
	}, nil
}