breakpilot-compliance/ai-compliance-sdk/internal/ucca/legal_rag_scroll.go

package ucca

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

// ScrollChunks iterates over all chunks in a Qdrant collection using the scroll API.
// Pass an empty offset to start from the beginning. Returns chunks, next offset ID, and error.
func (c *LegalRAGClient) ScrollChunks(ctx context.Context, collection string, offset string, limit int) ([]ScrollChunkResult, string, error) {
	scrollReq := qdrantScrollRequest{
		Limit:       limit,
		WithPayload: true,
		WithVectors: false,
	}
	if offset != "" {
		var offsetInt uint64
		if _, err := fmt.Sscanf(offset, "%d", &offsetInt); err == nil {
			scrollReq.Offset = offsetInt
		} else {
			scrollReq.Offset = offset
		}
	}

	jsonBody, err := json.Marshal(scrollReq)
	if err != nil {
		return nil, "", fmt.Errorf("failed to marshal scroll request: %w", err)
	}

	url := fmt.Sprintf("%s/collections/%s/points/scroll", c.qdrantURL, collection)
	req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewReader(jsonBody))
	if err != nil {
		return nil, "", fmt.Errorf("failed to create scroll request: %w", err)
	}
	req.Header.Set("Content-Type", "application/json")
	if c.qdrantAPIKey != "" {
		req.Header.Set("api-key", c.qdrantAPIKey)
	}

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

	if resp.StatusCode != http.StatusOK {
		body, _ := io.ReadAll(resp.Body)
		return nil, "", fmt.Errorf("qdrant returned %d: %s", resp.StatusCode, string(body))
	}

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

	chunks := make([]ScrollChunkResult, len(scrollResp.Result.Points))
	for i, pt := range scrollResp.Result.Points {
		pointID := ""
		if pt.ID != nil {
			pointID = fmt.Sprintf("%v", pt.ID)
		}

		chunks[i] = ScrollChunkResult{
			ID:              pointID,
			Text:            getString(pt.Payload, "text"),
			RegulationCode:  getString(pt.Payload, "regulation_code"),
			RegulationName:  getString(pt.Payload, "regulation_name"),
			RegulationShort: getString(pt.Payload, "regulation_short"),
			Category:        getString(pt.Payload, "category"),
			Article:         getString(pt.Payload, "article"),
			Paragraph:       getString(pt.Payload, "paragraph"),
			SourceURL:       getString(pt.Payload, "source_url"),
		}

		if chunks[i].Text == "" {
			chunks[i].Text = getString(pt.Payload, "chunk_text")
		}
		if chunks[i].RegulationCode == "" {
			chunks[i].RegulationCode = getString(pt.Payload, "regulation_id")
		}
		if chunks[i].RegulationName == "" {
			chunks[i].RegulationName = getString(pt.Payload, "regulation_name_de")
		}
		if chunks[i].SourceURL == "" {
			chunks[i].SourceURL = getString(pt.Payload, "source")
		}
	}

	nextOffset := ""
	if scrollResp.Result.NextPageOffset != nil {
		switch v := scrollResp.Result.NextPageOffset.(type) {
		case float64:
			nextOffset = fmt.Sprintf("%.0f", v)
		case string:
			nextOffset = v
		default:
			nextOffset = fmt.Sprintf("%v", v)
		}
	}

	return chunks, nextOffset, nil
}

// ScrollDocumentIndex scrolls through all chunks in a collection using minimal
// payload (no text/vectors) and returns a deduplicated list of documents.
func (c *LegalRAGClient) ScrollDocumentIndex(ctx context.Context, collection string) ([]CEDocumentInfo, error) {
	includeFields := []string{"regulation_id", "regulation_name_de", "regulation_name_en", "category", "source", "source_org"}

	// regulation_id → aggregated info
	docMap := make(map[string]*CEDocumentInfo)
	var offset interface{}
	batchLimit := 500

	for {
		reqBody := map[string]interface{}{
			"limit":        batchLimit,
			"with_payload": map[string]interface{}{"include": includeFields},
			"with_vectors": false,
		}
		if offset != nil {
			reqBody["offset"] = offset
		}

		jsonBody, err := json.Marshal(reqBody)
		if err != nil {
			return nil, fmt.Errorf("failed to marshal scroll request: %w", err)
		}

		url := fmt.Sprintf("%s/collections/%s/points/scroll", c.qdrantURL, collection)
		req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewReader(jsonBody))
		if err != nil {
			return nil, fmt.Errorf("failed to create scroll request: %w", err)
		}
		req.Header.Set("Content-Type", "application/json")
		if c.qdrantAPIKey != "" {
			req.Header.Set("api-key", c.qdrantAPIKey)
		}

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

		if resp.StatusCode != http.StatusOK {
			body, _ := io.ReadAll(resp.Body)
			return nil, fmt.Errorf("qdrant returned %d: %s", resp.StatusCode, string(body))
		}

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

		for _, pt := range scrollResp.Result.Points {
			regID := getString(pt.Payload, "regulation_id")
			if regID == "" {
				continue
			}
			if existing, ok := docMap[regID]; ok {
				existing.ChunkCount++
				continue
			}
			docMap[regID] = &CEDocumentInfo{
				RegulationID: regID,
				NameDE:       getString(pt.Payload, "regulation_name_de"),
				NameEN:       getString(pt.Payload, "regulation_name_en"),
				Category:     getString(pt.Payload, "category"),
				SourceURL:    getString(pt.Payload, "source"),
				SourceOrg:    getString(pt.Payload, "source_org"),
				ChunkCount:   1,
			}
		}

		if scrollResp.Result.NextPageOffset == nil {
			break
		}
		offset = scrollResp.Result.NextPageOffset
	}

	docs := make([]CEDocumentInfo, 0, len(docMap))
	for _, d := range docMap {
		docs = append(docs, *d)
	}
	return docs, nil
}

// Helper functions

func getString(m map[string]interface{}, key string) string {
	if v, ok := m[key]; ok {
		if s, ok := v.(string); ok {
			return s
		}
	}
	return ""
}

func getIntSlice(m map[string]interface{}, key string) []int {
	v, ok := m[key]
	if !ok {
		return nil
	}
	arr, ok := v.([]interface{})
	if !ok {
		return nil
	}
	result := make([]int, 0, len(arr))
	for _, item := range arr {
		if f, ok := item.(float64); ok {
			result = append(result, int(f))
		}
	}
	return result
}

func contains(slice []string, item string) bool {
	for _, s := range slice {
		if s == item {
			return true
		}
	}
	return false
}

func truncateText(text string, maxLen int) string {
	if len(text) <= maxLen {
		return text
	}
	return text[:maxLen] + "..."
}