deleted debug logging

Signed-off-by: Xiyue Yu <xiyue@google.com>

Author: capri-xiyue

pkg/epp/framework/plugins/requestcontrol/dataproducer/tokenizer/estimate.go

@@ -224,7 +224,7 @@ func (b estimateBackend) appendChatMessage(ctx context.Context, out []byte, feat
 		case "image_url":
 			out, features = appendMMAsset(out, features, fwkrh.ModalityImage, block.ImageURL.URL, b.img.placeholderCount(block.ImageURL.URL))
 		case "video_url":
-			out, features = appendMMAsset(out, features, fwkrh.ModalityVideo, block.VideoURL.URL, b.vid.placeholderCount(ctx, meta.video))
+			out, features = appendMMAsset(out, features, fwkrh.ModalityVideo, block.VideoURL.URL, b.vid.placeholderCount(meta.video))
 		case "input_audio", "audio_url":
 			data := block.InputAudio.Data + block.InputAudio.Format
 			out, features = appendMMAsset(out, features, fwkrh.ModalityAudio, data, assetPlaceholderCount(len(data)))

pkg/epp/framework/plugins/requestcontrol/dataproducer/tokenizer/mm_estimate.go

@@ -18,7 +18,6 @@ package tokenizer
 
 import (
 	"bytes"
-	"context"
 	"encoding/base64"
 	"image"
 	"strings"
@@ -28,9 +27,6 @@ import (
 	_ "image/jpeg"
 	_ "image/png"
 
-	"sigs.k8s.io/controller-runtime/pkg/log"
-
-	logutil "github.com/llm-d/llm-d-router/pkg/common/observability/logging"
 	fwkrh "github.com/llm-d/llm-d-router/pkg/epp/framework/interface/requesthandling"
 )
 
@@ -256,21 +252,14 @@ func newVideoEstimator(cfg *estimateConfig) videoEstimator {
 
 // placeholderCount estimates placeholder tokens for a video from its request
 // metadata. Always >= 1 so every video carries weight.
-func (e videoEstimator) placeholderCount(ctx context.Context, meta videoMetadata) int {
+func (e videoEstimator) placeholderCount(meta videoMetadata) int {
 	tokens := e.frameCount(meta) * e.tokensPerFrame(meta)
 	if e.maxVideoTokens > 0 && tokens > e.maxVideoTokens {
 		tokens = e.maxVideoTokens
 	}
 	if tokens < 1 {
 		tokens = 1
 	}
-	log.FromContext(ctx).V(logutil.DEFAULT).Info("video placeholder estimation",
-		"duration", meta.duration,
-		"fps", meta.fps,
-		"width", meta.width,
-		"height", meta.height,
-		"placeholderCount", tokens,
-	)
 	return tokens
 }