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https://github.com/TeamNewPipe/NewPipe
synced 2024-11-23 02:35:21 +01:00
Further improve image resolution strategy
Now using multiple comparison steps instead of magic values
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@ -1,5 +1,8 @@
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package org.schabi.newpipe.util.image;
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package org.schabi.newpipe.util.image;
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import static org.schabi.newpipe.extractor.Image.HEIGHT_UNKNOWN;
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import static org.schabi.newpipe.extractor.Image.WIDTH_UNKNOWN;
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import androidx.annotation.NonNull;
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import androidx.annotation.NonNull;
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import androidx.annotation.Nullable;
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import androidx.annotation.Nullable;
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@ -10,9 +13,10 @@ import java.util.List;
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public final class ImageStrategy {
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public final class ImageStrategy {
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// the height thresholds also used by the extractor (TODO move them to the extractor)
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// when preferredImageQuality is LOW or MEDIUM, images are sorted by how close their preferred
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private static final int LOW_MEDIUM = 175;
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// image quality is to these values (H stands for "Height")
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private static final int MEDIUM_HIGH = 720;
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private static final int BEST_LOW_H = 75;
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private static final int BEST_MEDIUM_H = 250;
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private static PreferredImageQuality preferredImageQuality = PreferredImageQuality.MEDIUM;
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private static PreferredImageQuality preferredImageQuality = PreferredImageQuality.MEDIUM;
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@ -28,35 +32,18 @@ public final class ImageStrategy {
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}
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}
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private static double estimatePixelCount(final Image image,
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static double estimatePixelCount(final Image image, final double widthOverHeight) {
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final double widthOverHeight,
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if (image.getHeight() == HEIGHT_UNKNOWN) {
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final boolean unknownsLast) {
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if (image.getWidth() == WIDTH_UNKNOWN) {
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if (image.getHeight() == Image.HEIGHT_UNKNOWN) {
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// images whose size is completely unknown will be in their own subgroups, so
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if (image.getWidth() == Image.WIDTH_UNKNOWN) {
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// any one of them will do, hence returning the same value for all of them
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switch (image.getEstimatedResolutionLevel()) {
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return 0;
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case LOW:
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return unknownsLast
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? (LOW_MEDIUM - 1) * (LOW_MEDIUM - 1) * widthOverHeight
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: 0;
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case MEDIUM:
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return unknownsLast
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? (MEDIUM_HIGH - 1) * (MEDIUM_HIGH - 1) * widthOverHeight
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: LOW_MEDIUM * LOW_MEDIUM * widthOverHeight;
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case HIGH:
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return unknownsLast
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? 1e20 // less than 1e21 to prefer over fully unknown image sizes
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: MEDIUM_HIGH * MEDIUM_HIGH * widthOverHeight;
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default:
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case UNKNOWN:
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// images whose size is completely unknown will be avoided when possible
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return unknownsLast ? 1e21 : -1;
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}
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} else {
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} else {
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return image.getWidth() * image.getWidth() / widthOverHeight;
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return image.getWidth() * image.getWidth() / widthOverHeight;
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}
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}
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} else if (image.getWidth() == Image.WIDTH_UNKNOWN) {
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} else if (image.getWidth() == WIDTH_UNKNOWN) {
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return image.getHeight() * image.getHeight() * widthOverHeight;
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return image.getHeight() * image.getHeight() * widthOverHeight;
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} else {
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} else {
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@ -70,36 +57,57 @@ public final class ImageStrategy {
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return null; // do not load images
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return null; // do not load images
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}
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}
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// this will be used to estimate the pixel count for images where only one of height or
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// width are known
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final double widthOverHeight = images.stream()
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final double widthOverHeight = images.stream()
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.filter(image -> image.getHeight() != Image.HEIGHT_UNKNOWN
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.filter(image -> image.getHeight() != HEIGHT_UNKNOWN
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&& image.getWidth() != Image.WIDTH_UNKNOWN)
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&& image.getWidth() != WIDTH_UNKNOWN)
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.mapToDouble(image -> ((double) image.getWidth()) / image.getHeight())
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.mapToDouble(image -> ((double) image.getWidth()) / image.getHeight())
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.findFirst()
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.findFirst()
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.orElse(1.0);
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.orElse(1.0);
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final Comparator<Image> comparator;
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final Image.ResolutionLevel preferredLevel = preferredImageQuality.toResolutionLevel();
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switch (preferredImageQuality) {
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final Comparator<Image> initialComparator = Comparator
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case LOW:
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// the first step splits the images into groups of resolution levels
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comparator = Comparator.comparingDouble(
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.<Image>comparingInt(i -> {
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image -> estimatePixelCount(image, widthOverHeight, true));
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if (i.getEstimatedResolutionLevel() == Image.ResolutionLevel.UNKNOWN) {
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break;
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return 3; // avoid unknowns as much as possible
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default:
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} else if (i.getEstimatedResolutionLevel() == preferredLevel) {
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case MEDIUM:
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return 0; // prefer a matching resolution level
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comparator = Comparator.comparingDouble(image -> {
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} else if (i.getEstimatedResolutionLevel() == Image.ResolutionLevel.MEDIUM) {
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final double pixelCount = estimatePixelCount(image, widthOverHeight, true);
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return 1; // the preferredLevel is only 1 "step" away (either HIGH or LOW)
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final double mediumHeight = (LOW_MEDIUM + MEDIUM_HIGH) / 2.0;
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} else {
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return Math.abs(pixelCount - mediumHeight * mediumHeight * widthOverHeight);
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return 2; // the preferredLevel is the furthest away possible (2 "steps")
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});
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}
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break;
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})
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case HIGH:
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// then each level's group is further split into two subgroups, one with known image
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comparator = Comparator.<Image>comparingDouble(
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// size (which is also the preferred subgroup) and the other without
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image -> estimatePixelCount(image, widthOverHeight, false))
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.thenComparing(image ->
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.reversed();
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image.getHeight() == HEIGHT_UNKNOWN && image.getWidth() == WIDTH_UNKNOWN);
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break;
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}
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// The third step chooses, within each subgroup with known image size, the best image based
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// on how close its size is to BEST_LOW_H or BEST_MEDIUM_H (with proper units). Subgroups
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// without known image size will be left untouched since estimatePixelCount always returns
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// the same number for those.
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final Comparator<Image> finalComparator = switch (preferredImageQuality) {
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case NONE -> initialComparator; // unreachable
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case LOW -> initialComparator.thenComparingDouble(image -> {
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final double pixelCount = estimatePixelCount(image, widthOverHeight);
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return Math.abs(pixelCount - BEST_LOW_H * BEST_LOW_H * widthOverHeight);
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});
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case MEDIUM -> initialComparator.thenComparingDouble(image -> {
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final double pixelCount = estimatePixelCount(image, widthOverHeight);
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return Math.abs(pixelCount - BEST_MEDIUM_H * BEST_MEDIUM_H * widthOverHeight);
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});
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case HIGH -> initialComparator.thenComparingDouble(
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// this is reversed with a - so that the highest resolution is chosen
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i -> -estimatePixelCount(i, widthOverHeight));
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};
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return images.stream()
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return images.stream()
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.min(comparator)
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// using "min" basically means "take the first group, then take the first subgroup,
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// then choose the best image, while ignoring all other groups and subgroups"
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.min(finalComparator)
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.map(Image::getUrl)
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.map(Image::getUrl)
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.orElse(null);
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.orElse(null);
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}
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}
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@ -3,6 +3,7 @@ package org.schabi.newpipe.util.image;
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import android.content.Context;
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import android.content.Context;
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import org.schabi.newpipe.R;
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import org.schabi.newpipe.R;
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import org.schabi.newpipe.extractor.Image;
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public enum PreferredImageQuality {
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public enum PreferredImageQuality {
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NONE,
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NONE,
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@ -21,4 +22,18 @@ public enum PreferredImageQuality {
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return MEDIUM; // default to medium
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return MEDIUM; // default to medium
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}
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}
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}
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}
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public Image.ResolutionLevel toResolutionLevel() {
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switch (this) {
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case LOW:
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return Image.ResolutionLevel.LOW;
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case MEDIUM:
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return Image.ResolutionLevel.MEDIUM;
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case HIGH:
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return Image.ResolutionLevel.HIGH;
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default:
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case NONE:
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return Image.ResolutionLevel.UNKNOWN;
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}
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}
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}
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}
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