fix: use raw intensity to find visual heatmap bumps
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@@ -23,7 +23,6 @@ interface ProcessedSegment {
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start: number;
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start: number;
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end: number;
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end: number;
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intensity: number;
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intensity: number;
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integralJump: number;
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}
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}
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interface VideoInfo {
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interface VideoInfo {
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@@ -143,7 +142,7 @@ function getIntensity(segment: RawHeatmapSegment): number {
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return segment.intensity ?? segment.heat ?? segment.value ?? 0;
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return segment.intensity ?? segment.heat ?? segment.value ?? 0;
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}
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}
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function getTopSegmentsByIntegral(
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function getTopSegmentsByIntensity(
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segments: RawHeatmapSegment[],
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segments: RawHeatmapSegment[],
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topN: number
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topN: number
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): ProcessedSegment[] {
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): ProcessedSegment[] {
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@@ -166,19 +165,9 @@ function getTopSegmentsByIntegral(
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return [];
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return [];
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}
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}
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// Calculate integral for each segment and sort by highest
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// Sort by raw intensity (highest first) - this matches visual "bumps" in heatmap
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const withIntegral = validSegments.map(seg => {
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validSegments.sort((a, b) => b.intensity - a.intensity);
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const segmentDuration = seg.end - seg.start;
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return validSegments.slice(0, topN);
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const integralJump = seg.intensity * segmentDuration;
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return {
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...seg,
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integralJump,
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};
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});
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// Sort by integral jump (highest first) and return top N
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withIntegral.sort((a, b) => b.integralJump - a.integralJump);
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return withIntegral.slice(0, topN);
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}
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}
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export async function downloadMostWatchedSegment(options: DownloadOptions): Promise<void> {
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export async function downloadMostWatchedSegment(options: DownloadOptions): Promise<void> {
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@@ -208,10 +197,10 @@ export async function downloadMostWatchedSegment(options: DownloadOptions): Prom
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}
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}
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console.log(`\nHeatmap data found: ${info.heatmap.length} segments`);
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console.log(`\nHeatmap data found: ${info.heatmap.length} segments`);
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console.log(`\nTop ${topN} segments by integral jump:\n`);
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console.log(`\nTop ${topN} segments by intensity (visual heatmap bumps):\n`);
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// Get top segments
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// Get top segments by raw intensity
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const topSegments = getTopSegmentsByIntegral(info.heatmap, topN);
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const topSegments = getTopSegmentsByIntensity(info.heatmap, topN);
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if (topSegments.length === 0) {
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if (topSegments.length === 0) {
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console.log("No valid segments found. Downloading full video...");
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console.log("No valid segments found. Downloading full video...");
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@@ -224,7 +213,7 @@ export async function downloadMostWatchedSegment(options: DownloadOptions): Prom
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for (let i = 0; i < topSegments.length; i++) {
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for (let i = 0; i < topSegments.length; i++) {
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const seg = topSegments[i];
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const seg = topSegments[i];
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const duration = seg.end - seg.start;
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const duration = seg.end - seg.start;
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console.log(`${i + 1}. ${formatTime(seg.start)} - ${formatTime(seg.end)} | Duration: ${formatTime(duration)} | Integral: ${seg.integralJump.toFixed(4)}`);
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console.log(`${i + 1}. ${formatTime(seg.start)} - ${formatTime(seg.end)} | Duration: ${formatTime(duration)} | Intensity: ${(seg.intensity * 100).toFixed(1)}%`);
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}
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}
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console.log("");
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console.log("");
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@@ -239,14 +228,13 @@ export async function downloadMostWatchedSegment(options: DownloadOptions): Prom
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// Save segment info
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// Save segment info
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const segmentInfoPath = join(outputDir, `${safeTitle}_top_segments.txt`);
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const segmentInfoPath = join(outputDir, `${safeTitle}_top_segments.txt`);
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let segmentInfo = `# ${info.title}\n\n`;
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let segmentInfo = `# ${info.title}\n\n`;
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segmentInfo += `Top ${topN} segments by integral jump:\n\n`;
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segmentInfo += `Top ${topN} segments by intensity (highest re-watch rate):\n\n`;
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for (let i = 0; i < topSegments.length; i++) {
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for (let i = 0; i < topSegments.length; i++) {
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const seg = topSegments[i];
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const seg = topSegments[i];
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const duration = seg.end - seg.start;
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const duration = seg.end - seg.start;
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segmentInfo += `${i + 1}. ${formatTime(seg.start)} - ${formatTime(seg.end)}\n`;
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segmentInfo += `${i + 1}. ${formatTime(seg.start)} - ${formatTime(seg.end)}\n`;
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segmentInfo += ` Duration: ${formatTime(duration)}\n`;
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segmentInfo += ` Duration: ${formatTime(duration)}\n`;
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segmentInfo += ` Integral: ${seg.integralJump.toFixed(4)}\n`;
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segmentInfo += ` Intensity: ${(seg.intensity * 100).toFixed(1)}%\n\n`;
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segmentInfo += ` Intensity: ${(seg.intensity * 100).toFixed(1)}%\n\n`;
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}
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}
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