219 lines
6.7 KiB
Go
219 lines
6.7 KiB
Go
package asr
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import (
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"bytes"
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"context"
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"encoding/json"
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"fmt"
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"io"
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"mime/multipart"
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"net/http"
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"os"
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"path/filepath"
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"strings"
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"time"
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"github.com/sipeed/picoclaw/pkg/config"
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"github.com/sipeed/picoclaw/pkg/logger"
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"github.com/sipeed/picoclaw/pkg/utils"
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)
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type Transcriber interface {
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Name() string
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Transcribe(ctx context.Context, audioFilePath string) (*TranscriptionResponse, error)
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}
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type GroqTranscriber struct {
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apiKey string
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apiBase string
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httpClient *http.Client
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}
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type TranscriptionResponse struct {
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Text string `json:"text"`
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Language string `json:"language,omitempty"`
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Duration float64 `json:"duration,omitempty"`
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}
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func NewGroqTranscriber(apiKey string) *GroqTranscriber {
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logger.DebugCF("voice", "Creating Groq transcriber", map[string]any{"has_api_key": apiKey != ""})
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apiBase := "https://api.groq.com/openai/v1"
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return &GroqTranscriber{
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apiKey: apiKey,
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apiBase: apiBase,
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httpClient: &http.Client{
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Timeout: 60 * time.Second,
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},
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}
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}
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func (t *GroqTranscriber) TranscribeData(
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ctx context.Context,
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data []byte,
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filename string,
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) (*TranscriptionResponse, error) {
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logger.InfoCF("voice", "Starting memory transcription", map[string]any{"filename": filename, "bytes": len(data)})
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var requestBody bytes.Buffer
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writer := multipart.NewWriter(&requestBody)
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part, err := writer.CreateFormFile("file", filename)
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if err != nil {
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logger.ErrorCF("voice", "Failed to create form file", map[string]any{"error": err})
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return nil, fmt.Errorf("failed to create form file: %w", err)
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}
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if _, copyErr := io.Copy(part, bytes.NewReader(data)); copyErr != nil {
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logger.ErrorCF("voice", "Failed to copy file content", map[string]any{"error": copyErr})
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return nil, fmt.Errorf("failed to copy file content: %w", copyErr)
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}
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if err = writer.WriteField("model", "whisper-large-v3-turbo"); err != nil {
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logger.ErrorCF("voice", "Failed to write model field", map[string]any{"error": err})
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return nil, fmt.Errorf("failed to write model field: %w", err)
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}
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if err = writer.WriteField("response_format", "json"); err != nil {
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logger.ErrorCF("voice", "Failed to write response_format field", map[string]any{"error": err})
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return nil, fmt.Errorf("failed to write response_format field: %w", err)
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}
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if err = writer.Close(); err != nil {
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logger.ErrorCF("voice", "Failed to close multipart writer", map[string]any{"error": err})
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return nil, fmt.Errorf("failed to close multipart writer: %w", err)
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}
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return t.doRequest(ctx, &requestBody, writer.FormDataContentType(), int64(len(data)))
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}
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func (t *GroqTranscriber) Transcribe(ctx context.Context, audioFilePath string) (*TranscriptionResponse, error) {
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logger.InfoCF("voice", "Starting transcription", map[string]any{"audio_file": audioFilePath})
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audioFile, err := os.Open(audioFilePath)
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if err != nil {
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return nil, fmt.Errorf("failed to open audio file %s: %w", audioFilePath, err)
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}
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defer audioFile.Close()
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fileInfo, err := audioFile.Stat()
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if err != nil {
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return nil, fmt.Errorf("failed to stat audio file %s: %w", audioFilePath, err)
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}
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var requestBody bytes.Buffer
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writer := multipart.NewWriter(&requestBody)
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part, err := writer.CreateFormFile("file", filepath.Base(audioFilePath))
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if err != nil {
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return nil, fmt.Errorf("failed to create form file: %w", err)
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}
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if _, copyErr := io.Copy(part, audioFile); copyErr != nil {
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return nil, fmt.Errorf("failed to copy audio data: %w", copyErr)
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}
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if err = writer.WriteField("model", "whisper-large-v3-turbo"); err != nil {
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return nil, fmt.Errorf("failed to write model field: %w", err)
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}
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if err = writer.WriteField("response_format", "json"); err != nil {
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return nil, fmt.Errorf("failed to write response_format field: %w", err)
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}
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if err = writer.Close(); err != nil {
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return nil, fmt.Errorf("failed to close multipart writer: %w", err)
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}
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return t.doRequest(ctx, &requestBody, writer.FormDataContentType(), fileInfo.Size())
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}
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func (t *GroqTranscriber) doRequest(
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ctx context.Context,
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requestBody *bytes.Buffer,
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contentType string,
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fileSize int64,
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) (*TranscriptionResponse, error) {
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url := t.apiBase + "/audio/transcriptions"
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req, err := http.NewRequestWithContext(ctx, "POST", url, requestBody)
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if err != nil {
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logger.ErrorCF("voice", "Failed to create request", map[string]any{"error": err})
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return nil, fmt.Errorf("failed to create request: %w", err)
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}
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req.Header.Set("Content-Type", contentType)
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req.Header.Set("Authorization", "Bearer "+t.apiKey)
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logger.DebugCF("voice", "Sending transcription request to Groq API", map[string]any{
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"url": url,
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"request_size_bytes": requestBody.Len(),
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"file_size_bytes": fileSize,
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})
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resp, err := t.httpClient.Do(req)
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if err != nil {
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logger.ErrorCF("voice", "Failed to send request", map[string]any{"error": err})
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return nil, fmt.Errorf("failed to send request: %w", err)
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}
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defer resp.Body.Close()
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body, err := io.ReadAll(resp.Body)
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if err != nil {
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logger.ErrorCF("voice", "Failed to read response", map[string]any{"error": err})
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return nil, fmt.Errorf("failed to read response: %w", err)
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}
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if resp.StatusCode != http.StatusOK {
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logger.ErrorCF("voice", "API error", map[string]any{
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"status_code": resp.StatusCode,
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"response": string(body),
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})
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return nil, fmt.Errorf("API error (status %d): %s", resp.StatusCode, string(body))
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}
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logger.DebugCF("voice", "Received response from Groq API", map[string]any{
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"status_code": resp.StatusCode,
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"response_size_bytes": len(body),
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})
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var result TranscriptionResponse
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if err := json.Unmarshal(body, &result); err != nil {
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logger.ErrorCF("voice", "Failed to unmarshal response", map[string]any{"error": err})
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return nil, fmt.Errorf("failed to unmarshal response: %w", err)
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}
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logger.InfoCF("voice", "Transcription completed successfully", map[string]any{
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"text_length": len(result.Text),
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"language": result.Language,
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"duration_seconds": result.Duration,
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"transcription_preview": utils.Truncate(result.Text, 50),
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})
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return &result, nil
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}
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func (t *GroqTranscriber) Name() string {
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return "groq"
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}
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// DetectTranscriber inspects cfg and returns the appropriate Transcriber, or
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// nil if no supported transcription provider is configured.
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func DetectTranscriber(cfg *config.Config) Transcriber {
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if modelName := strings.TrimSpace(cfg.Voice.ModelName); modelName != "" {
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modelCfg, err := cfg.GetModelConfig(modelName)
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if err != nil {
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return nil
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}
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if supportsAudioTranscription(modelCfg.Model) {
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return NewAudioModelTranscriber(modelCfg)
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}
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}
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// Fall back to any model-list entry that uses the groq/ protocol or is explicitly named groq.
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for _, mc := range cfg.ModelList {
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if (strings.HasPrefix(mc.Model, "groq/") || mc.ModelName == "groq" || mc.Model == "whisper-large-v3-turbo") &&
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mc.APIKey != "" {
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return NewGroqTranscriber(mc.APIKey)
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}
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}
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return nil
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}
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