package search

import (
	"context"
	"crypto/sha256"
	"encoding/hex"
	"encoding/json"
	"fmt"
	"io/fs"
	"os"
	"path/filepath"
	"sort"
	"strings"
	"time"

	"github.com/yourorg/devour/internal/config"
)

type Engine struct {
	DocsDir       string
	IndexDir      string
	MetadataDir   string
	SnippetLength int
}

type SearchOptions struct {
	Limit     int
	Threshold float64
}

type Result struct {
	ID      string         `json:"id"`
	DocID   string         `json:"doc_id"`
	Title   string         `json:"title"`
	URL     string         `json:"url,omitempty"`
	Type    string         `json:"type"`
	Source  string         `json:"source,omitempty"`
	Path    string         `json:"path"`
	Score   float64        `json:"score"`
	Snippet string         `json:"snippet"`
	Meta    map[string]any `json:"metadata,omitempty"`
}

type IndexStats struct {
	Documents      int       `json:"documents"`
	Tokens         int       `json:"tokens"`
	LastIndexedAt  time.Time `json:"last_indexed_at"`
	IndexPath      string    `json:"index_path"`
	MetadataPath   string    `json:"metadata_path"`
	SourceFileHash string    `json:"source_file_hash"`
}

type indexedDoc struct {
	ID       string         `json:"id"`
	DocID    string         `json:"doc_id"`
	Title    string         `json:"title"`
	URL      string         `json:"url,omitempty"`
	Type     string         `json:"type"`
	Source   string         `json:"source,omitempty"`
	Path     string         `json:"path"`
	Content  string         `json:"content"`
	TermFreq map[string]int `json:"term_freq"`
	Length   int            `json:"length"`
}

type persistedIndex struct {
	Version string       `json:"version"`
	BuiltAt time.Time    `json:"built_at"`
	Docs    []indexedDoc `json:"docs"`
}

type persistedMeta struct {
	Version        string    `json:"version"`
	BuiltAt        time.Time `json:"built_at"`
	DocsDir        string    `json:"docs_dir"`
	SourceFileHash string    `json:"source_file_hash"`
	DocCount       int       `json:"doc_count"`
}

type rawDoc struct {
	ID       string         `json:"id"`
	Source   string         `json:"source"`
	Type     string         `json:"type"`
	Title    string         `json:"title"`
	Content  string         `json:"content"`
	URL      string         `json:"url,omitempty"`
	Metadata map[string]any `json:"metadata,omitempty"`
}

const (
	indexFileName = "lexical_index.json"
	metaFileName  = "lexical_index_meta.json"
	indexVersion  = "1"
)

func NewEngine(cfg *config.Config) *Engine {
	snippetLength := cfg.Indexing.SnippetLength
	if snippetLength <= 0 {
		snippetLength = 220
	}
	return &Engine{
		DocsDir:       cfg.Storage.DocsDir,
		IndexDir:      cfg.Storage.IndexDir,
		MetadataDir:   cfg.Storage.MetadataDir,
		SnippetLength: snippetLength,
	}
}

func (e *Engine) Rebuild(ctx context.Context) (*IndexStats, error) {
	if strings.TrimSpace(e.DocsDir) == "" {
		return nil, fmt.Errorf("docs directory is required")
	}
	if err := os.MkdirAll(e.IndexDir, 0o755); err != nil {
		return nil, err
	}
	if err := os.MkdirAll(e.MetadataDir, 0o755); err != nil {
		return nil, err
	}

	docFiles, sourceHash, err := e.listDocFiles()
	if err != nil {
		return nil, err
	}

	docs := make([]indexedDoc, 0, len(docFiles))
	tokenCount := 0
	for _, file := range docFiles {
		select {
		case <-ctx.Done():
			return nil, ctx.Err()
		default:
		}

		rd, err := parseDocFile(file)
		if err != nil {
			continue
		}
		if strings.TrimSpace(rd.Content) == "" {
			continue
		}

		id := rd.ID
		if id == "" {
			id = hashString(file + ":" + rd.Title)
		}
		termFreq := frequency(tokenize(strings.Join([]string{rd.Title, rd.Content, rd.URL, rd.Type}, " ")))
		length := 0
		for _, v := range termFreq {
			length += v
		}
		tokenCount += length

		docs = append(docs, indexedDoc{
			ID:       hashString(file),
			DocID:    id,
			Title:    bestTitle(rd.Title, file),
			URL:      strings.TrimSpace(rd.URL),
			Type:     defaultString(strings.TrimSpace(rd.Type), "document"),
			Source:   strings.TrimSpace(rd.Source),
			Path:     file,
			Content:  collapseWhitespace(rd.Content),
			TermFreq: termFreq,
			Length:   length,
		})
	}

	index := persistedIndex{Version: indexVersion, BuiltAt: time.Now(), Docs: docs}
	indexPath := filepath.Join(e.IndexDir, indexFileName)
	if err := writeJSON(indexPath, index); err != nil {
		return nil, err
	}

	meta := persistedMeta{
		Version:        indexVersion,
		BuiltAt:        index.BuiltAt,
		DocsDir:        e.DocsDir,
		SourceFileHash: sourceHash,
		DocCount:       len(docs),
	}
	metaPath := filepath.Join(e.MetadataDir, metaFileName)
	if err := writeJSON(metaPath, meta); err != nil {
		return nil, err
	}

	return &IndexStats{
		Documents:      len(docs),
		Tokens:         tokenCount,
		LastIndexedAt:  index.BuiltAt,
		IndexPath:      indexPath,
		MetadataPath:   metaPath,
		SourceFileHash: sourceHash,
	}, nil
}

func (e *Engine) EnsureIndexed(ctx context.Context) (*IndexStats, error) {
	metaPath := filepath.Join(e.MetadataDir, metaFileName)
	b, err := os.ReadFile(metaPath)
	if err != nil {
		if os.IsNotExist(err) {
			return e.Rebuild(ctx)
		}
		return nil, err
	}

	var meta persistedMeta
	if err := json.Unmarshal(b, &meta); err != nil {
		return e.Rebuild(ctx)
	}

	_, sourceHash, err := e.listDocFiles()
	if err != nil {
		return nil, err
	}
	if sourceHash != meta.SourceFileHash {
		return e.Rebuild(ctx)
	}

	return &IndexStats{
		Documents:      meta.DocCount,
		LastIndexedAt:  meta.BuiltAt,
		IndexPath:      filepath.Join(e.IndexDir, indexFileName),
		MetadataPath:   metaPath,
		SourceFileHash: meta.SourceFileHash,
	}, nil
}

func (e *Engine) Search(ctx context.Context, query string, opts SearchOptions) ([]Result, *IndexStats, error) {
	query = strings.TrimSpace(query)
	if query == "" {
		return nil, nil, fmt.Errorf("query is required")
	}

	stats, err := e.EnsureIndexed(ctx)
	if err != nil {
		return nil, nil, err
	}

	indexPath := filepath.Join(e.IndexDir, indexFileName)
	b, err := os.ReadFile(indexPath)
	if err != nil {
		return nil, nil, err
	}

	var idx persistedIndex
	if err := json.Unmarshal(b, &idx); err != nil {
		return nil, nil, err
	}

	limit := opts.Limit
	if limit <= 0 {
		limit = 5
	}
	threshold := opts.Threshold
	if threshold < 0 {
		threshold = 0
	}

	queryTokens := tokenize(query)
	if len(queryTokens) == 0 {
		return nil, stats, nil
	}
	qFreq := frequency(queryTokens)

	type scored struct {
		doc   indexedDoc
		score float64
	}
	matches := make([]scored, 0)

	for _, doc := range idx.Docs {
		select {
		case <-ctx.Done():
			return nil, nil, ctx.Err()
		default:
		}
		score := lexicalScore(qFreq, queryTokens, doc)
		if score <= 0 {
			continue
		}
		if threshold > 0 && score < threshold {
			continue
		}
		matches = append(matches, scored{doc: doc, score: score})
	}

	sort.Slice(matches, func(i, j int) bool {
		if matches[i].score == matches[j].score {
			return matches[i].doc.Title < matches[j].doc.Title
		}
		return matches[i].score > matches[j].score
	})

	if limit > len(matches) {
		limit = len(matches)
	}

	results := make([]Result, 0, limit)
	for i := 0; i < limit; i++ {
		d := matches[i].doc
		results = append(results, Result{
			ID:      d.ID,
			DocID:   d.DocID,
			Title:   d.Title,
			URL:     d.URL,
			Type:    d.Type,
			Source:  d.Source,
			Path:    d.Path,
			Score:   matches[i].score,
			Snippet: bestSnippet(d.Content, queryTokens, e.SnippetLength),
			Meta: map[string]any{
				"length": d.Length,
			},
		})
	}

	return results, stats, nil
}

func (e *Engine) listDocFiles() ([]string, string, error) {
	files := make([]string, 0)
	h := sha256.New()

	err := filepath.WalkDir(e.DocsDir, func(path string, d fs.DirEntry, err error) error {
		if err != nil {
			return err
		}
		if d.IsDir() {
			return nil
		}
		ext := strings.ToLower(filepath.Ext(path))
		switch ext {
		case ".json", ".md", ".txt":
		default:
			return nil
		}

		info, statErr := d.Info()
		if statErr != nil {
			return statErr
		}
		files = append(files, path)
		fmt.Fprintf(h, "%s|%d|%d\n", path, info.Size(), info.ModTime().UnixNano())
		return nil
	})
	if err != nil {
		if os.IsNotExist(err) {
			return []string{}, hashString("empty"), nil
		}
		return nil, "", err
	}

	sort.Strings(files)
	return files, hex.EncodeToString(h.Sum(nil)), nil
}

func parseDocFile(path string) (*rawDoc, error) {
	b, err := os.ReadFile(path)
	if err != nil {
		return nil, err
	}
	ext := strings.ToLower(filepath.Ext(path))
	switch ext {
	case ".json":
		var d rawDoc
		if err := json.Unmarshal(b, &d); err == nil && (d.Title != "" || d.Content != "") {
			return &d, nil
		}
		// Not a structured doc JSON, index as raw text fallback.
		return &rawDoc{Title: filepath.Base(path), Content: string(b), Type: "json", Source: "local"}, nil
	case ".md":
		content := string(b)
		title := markdownTitle(content)
		return &rawDoc{Title: title, Content: content, Type: "markdown", Source: "local"}, nil
	default:
		return &rawDoc{Title: filepath.Base(path), Content: string(b), Type: "text", Source: "local"}, nil
	}
}

func markdownTitle(content string) string {
	for _, line := range strings.Split(content, "\n") {
		trim := strings.TrimSpace(line)
		if strings.HasPrefix(trim, "#") {
			trim = strings.TrimLeft(trim, "#")
			trim = strings.TrimSpace(trim)
			if trim != "" {
				return trim
			}
		}
	}
	return ""
}

func writeJSON(path string, v any) error {
	b, err := json.MarshalIndent(v, "", "  ")
	if err != nil {
		return err
	}
	return os.WriteFile(path, b, 0o644)
}

func tokenize(input string) []string {
	replacer := strings.NewReplacer(",", " ", ".", " ", "(", " ", ")", " ", "[", " ", "]", " ", "{", " ", "}", " ",
		":", " ", ";", " ", "!", " ", "?", " ", "\n", " ", "\r", " ", "\t", " ", "\"", " ", "'", " ", "`", " ",
	)
	clean := strings.ToLower(replacer.Replace(input))
	parts := strings.Fields(clean)
	out := make([]string, 0, len(parts))
	for _, p := range parts {
		p = strings.TrimSpace(p)
		if len(p) < 2 {
			continue
		}
		out = append(out, p)
	}
	return out
}

func frequency(tokens []string) map[string]int {
	m := make(map[string]int, len(tokens))
	for _, t := range tokens {
		m[t]++
	}
	return m
}

func lexicalScore(qFreq map[string]int, queryTokens []string, doc indexedDoc) float64 {
	if len(doc.TermFreq) == 0 {
		return 0
	}

	titleLower := strings.ToLower(doc.Title)
	urlLower := strings.ToLower(doc.URL)
	contentLower := strings.ToLower(doc.Content)

	score := 0.0
	for token, qCount := range qFreq {
		dCount := doc.TermFreq[token]
		if dCount == 0 {
			continue
		}
		part := float64(dCount*qCount) / float64(max(1, doc.Length))
		score += part * 8.0
		if strings.Contains(titleLower, token) {
			score += 2.5
		}
		if strings.Contains(urlLower, token) {
			score += 1.2
		}
	}

	phrase := strings.Join(queryTokens, " ")
	if len(queryTokens) > 1 && strings.Contains(contentLower, phrase) {
		score += 1.5
	}
	return score
}

func bestSnippet(content string, queryTokens []string, maxLen int) string {
	if maxLen <= 0 {
		maxLen = 220
	}
	flat := collapseWhitespace(content)
	if flat == "" {
		return ""
	}
	if len(flat) <= maxLen {
		return flat
	}

	lower := strings.ToLower(flat)
	start := 0
	for _, tok := range queryTokens {
		if idx := strings.Index(lower, tok); idx >= 0 {
			start = idx - (maxLen / 4)
			if start < 0 {
				start = 0
			}
			break
		}
	}
	end := start + maxLen
	if end > len(flat) {
		end = len(flat)
	}
	snippet := strings.TrimSpace(flat[start:end])
	if end < len(flat) {
		snippet += "..."
	}
	return snippet
}

func collapseWhitespace(s string) string {
	return strings.Join(strings.Fields(strings.TrimSpace(s)), " ")
}

func bestTitle(title, path string) string {
	title = strings.TrimSpace(title)
	if title != "" {
		return title
	}
	base := filepath.Base(path)
	base = strings.TrimSuffix(base, filepath.Ext(base))
	base = strings.ReplaceAll(base, "_", " ")
	base = strings.TrimSpace(base)
	if base == "" {
		return "Documentation"
	}
	return base
}

func defaultString(v, fallback string) string {
	if strings.TrimSpace(v) == "" {
		return fallback
	}
	return v
}

func hashString(s string) string {
	sum := sha256.Sum256([]byte(s))
	return hex.EncodeToString(sum[:12])
}

func max(a, b int) int {
	if a > b {
		return a
	}
	return b
}