Further improve image resolution strategy

Now using multiple comparison steps instead of magic values
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Stypox 2023-05-02 20:10:52 +02:00
parent 4f7d206736
commit 8d463b9577
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2 changed files with 73 additions and 50 deletions

View File

@ -1,5 +1,8 @@
package org.schabi.newpipe.util.image; package org.schabi.newpipe.util.image;
import static org.schabi.newpipe.extractor.Image.HEIGHT_UNKNOWN;
import static org.schabi.newpipe.extractor.Image.WIDTH_UNKNOWN;
import androidx.annotation.NonNull; import androidx.annotation.NonNull;
import androidx.annotation.Nullable; import androidx.annotation.Nullable;
@ -10,9 +13,10 @@ import java.util.List;
public final class ImageStrategy { public final class ImageStrategy {
// the height thresholds also used by the extractor (TODO move them to the extractor) // when preferredImageQuality is LOW or MEDIUM, images are sorted by how close their preferred
private static final int LOW_MEDIUM = 175; // image quality is to these values (H stands for "Height")
private static final int MEDIUM_HIGH = 720; private static final int BEST_LOW_H = 75;
private static final int BEST_MEDIUM_H = 250;
private static PreferredImageQuality preferredImageQuality = PreferredImageQuality.MEDIUM; private static PreferredImageQuality preferredImageQuality = PreferredImageQuality.MEDIUM;
@ -28,35 +32,18 @@ public final class ImageStrategy {
} }
private static double estimatePixelCount(final Image image, static double estimatePixelCount(final Image image, final double widthOverHeight) {
final double widthOverHeight, if (image.getHeight() == HEIGHT_UNKNOWN) {
final boolean unknownsLast) { if (image.getWidth() == WIDTH_UNKNOWN) {
if (image.getHeight() == Image.HEIGHT_UNKNOWN) { // images whose size is completely unknown will be in their own subgroups, so
if (image.getWidth() == Image.WIDTH_UNKNOWN) { // any one of them will do, hence returning the same value for all of them
switch (image.getEstimatedResolutionLevel()) { return 0;
case LOW:
return unknownsLast
? (LOW_MEDIUM - 1) * (LOW_MEDIUM - 1) * widthOverHeight
: 0;
case MEDIUM:
return unknownsLast
? (MEDIUM_HIGH - 1) * (MEDIUM_HIGH - 1) * widthOverHeight
: LOW_MEDIUM * LOW_MEDIUM * widthOverHeight;
case HIGH:
return unknownsLast
? 1e20 // less than 1e21 to prefer over fully unknown image sizes
: MEDIUM_HIGH * MEDIUM_HIGH * widthOverHeight;
default:
case UNKNOWN:
// images whose size is completely unknown will be avoided when possible
return unknownsLast ? 1e21 : -1;
}
} else { } else {
return image.getWidth() * image.getWidth() / widthOverHeight; return image.getWidth() * image.getWidth() / widthOverHeight;
} }
} else if (image.getWidth() == Image.WIDTH_UNKNOWN) { } else if (image.getWidth() == WIDTH_UNKNOWN) {
return image.getHeight() * image.getHeight() * widthOverHeight; return image.getHeight() * image.getHeight() * widthOverHeight;
} else { } else {
@ -70,36 +57,57 @@ public final class ImageStrategy {
return null; // do not load images return null; // do not load images
} }
// this will be used to estimate the pixel count for images where only one of height or
// width are known
final double widthOverHeight = images.stream() final double widthOverHeight = images.stream()
.filter(image -> image.getHeight() != Image.HEIGHT_UNKNOWN .filter(image -> image.getHeight() != HEIGHT_UNKNOWN
&& image.getWidth() != Image.WIDTH_UNKNOWN) && image.getWidth() != WIDTH_UNKNOWN)
.mapToDouble(image -> ((double) image.getWidth()) / image.getHeight()) .mapToDouble(image -> ((double) image.getWidth()) / image.getHeight())
.findFirst() .findFirst()
.orElse(1.0); .orElse(1.0);
final Comparator<Image> comparator; final Image.ResolutionLevel preferredLevel = preferredImageQuality.toResolutionLevel();
switch (preferredImageQuality) { final Comparator<Image> initialComparator = Comparator
case LOW: // the first step splits the images into groups of resolution levels
comparator = Comparator.comparingDouble( .<Image>comparingInt(i -> {
image -> estimatePixelCount(image, widthOverHeight, true)); if (i.getEstimatedResolutionLevel() == Image.ResolutionLevel.UNKNOWN) {
break; return 3; // avoid unknowns as much as possible
default: } else if (i.getEstimatedResolutionLevel() == preferredLevel) {
case MEDIUM: return 0; // prefer a matching resolution level
comparator = Comparator.comparingDouble(image -> { } else if (i.getEstimatedResolutionLevel() == Image.ResolutionLevel.MEDIUM) {
final double pixelCount = estimatePixelCount(image, widthOverHeight, true); return 1; // the preferredLevel is only 1 "step" away (either HIGH or LOW)
final double mediumHeight = (LOW_MEDIUM + MEDIUM_HIGH) / 2.0; } else {
return Math.abs(pixelCount - mediumHeight * mediumHeight * widthOverHeight); return 2; // the preferredLevel is the furthest away possible (2 "steps")
}); }
break; })
case HIGH: // then each level's group is further split into two subgroups, one with known image
comparator = Comparator.<Image>comparingDouble( // size (which is also the preferred subgroup) and the other without
image -> estimatePixelCount(image, widthOverHeight, false)) .thenComparing(image ->
.reversed(); image.getHeight() == HEIGHT_UNKNOWN && image.getWidth() == WIDTH_UNKNOWN);
break;
} // The third step chooses, within each subgroup with known image size, the best image based
// on how close its size is to BEST_LOW_H or BEST_MEDIUM_H (with proper units). Subgroups
// without known image size will be left untouched since estimatePixelCount always returns
// the same number for those.
final Comparator<Image> finalComparator = switch (preferredImageQuality) {
case NONE -> initialComparator; // unreachable
case LOW -> initialComparator.thenComparingDouble(image -> {
final double pixelCount = estimatePixelCount(image, widthOverHeight);
return Math.abs(pixelCount - BEST_LOW_H * BEST_LOW_H * widthOverHeight);
});
case MEDIUM -> initialComparator.thenComparingDouble(image -> {
final double pixelCount = estimatePixelCount(image, widthOverHeight);
return Math.abs(pixelCount - BEST_MEDIUM_H * BEST_MEDIUM_H * widthOverHeight);
});
case HIGH -> initialComparator.thenComparingDouble(
// this is reversed with a - so that the highest resolution is chosen
i -> -estimatePixelCount(i, widthOverHeight));
};
return images.stream() return images.stream()
.min(comparator) // using "min" basically means "take the first group, then take the first subgroup,
// then choose the best image, while ignoring all other groups and subgroups"
.min(finalComparator)
.map(Image::getUrl) .map(Image::getUrl)
.orElse(null); .orElse(null);
} }

View File

@ -3,6 +3,7 @@ package org.schabi.newpipe.util.image;
import android.content.Context; import android.content.Context;
import org.schabi.newpipe.R; import org.schabi.newpipe.R;
import org.schabi.newpipe.extractor.Image;
public enum PreferredImageQuality { public enum PreferredImageQuality {
NONE, NONE,
@ -21,4 +22,18 @@ public enum PreferredImageQuality {
return MEDIUM; // default to medium return MEDIUM; // default to medium
} }
} }
public Image.ResolutionLevel toResolutionLevel() {
switch (this) {
case LOW:
return Image.ResolutionLevel.LOW;
case MEDIUM:
return Image.ResolutionLevel.MEDIUM;
case HIGH:
return Image.ResolutionLevel.HIGH;
default:
case NONE:
return Image.ResolutionLevel.UNKNOWN;
}
}
} }