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-rw-r--r--gm/rebaseline_server/imagediffdb.py42
-rwxr-xr-xgm/rebaseline_server/imagediffdb_test.py13
-rwxr-xr-xgm/rebaseline_server/results.py3
-rw-r--r--gm/rebaseline_server/static/view.html6
-rw-r--r--gm/rebaseline_server/tests/outputs/expected/results_test.ResultsTest.test_gm/gm.json19
5 files changed, 75 insertions, 8 deletions
diff --git a/gm/rebaseline_server/imagediffdb.py b/gm/rebaseline_server/imagediffdb.py
index 936301e1cd..8c010f8a2b 100644
--- a/gm/rebaseline_server/imagediffdb.py
+++ b/gm/rebaseline_server/imagediffdb.py
@@ -10,10 +10,13 @@ Calulate differences between image pairs, and store them in a database.
"""
import contextlib
+import csv
import logging
import os
import re
import shutil
+import sys
+import tempfile
import urllib
try:
from PIL import Image, ImageChops
@@ -21,6 +24,15 @@ except ImportError:
raise ImportError('Requires PIL to be installed; see '
+ 'http://www.pythonware.com/products/pil/')
+# Set the PYTHONPATH to include the tools directory.
+sys.path.append(
+ os.path.join(
+ os.path.dirname(os.path.realpath(__file__)), os.pardir, os.pardir,
+ 'tools'))
+import find_run_binary
+
+SKPDIFF_BINARY_NAME = 'skpdiff'
+
DEFAULT_IMAGE_SUFFIX = '.png'
DEFAULT_IMAGES_SUBDIR = 'images'
@@ -99,6 +111,32 @@ class DiffRecord(object):
whitediff_image = (graydiff_image.point(lambda p: p > 0 and VALUES_PER_BAND)
.convert('1', dither=Image.NONE))
+ # Calculate the perceptual difference percentage.
+ skpdiff_csv_dir = tempfile.mkdtemp()
+ try:
+ skpdiff_csv_output = os.path.join(skpdiff_csv_dir, 'skpdiff-output.csv')
+ skpdiff_binary = find_run_binary.find_path_to_program(SKPDIFF_BINARY_NAME)
+ expected_img = os.path.join(storage_root, expected_images_subdir,
+ str(expected_image_locator) + image_suffix)
+ actual_img = os.path.join(storage_root, actual_images_subdir,
+ str(actual_image_locator) + image_suffix)
+ find_run_binary.run_command(
+ [skpdiff_binary, '-p', expected_img, actual_img,
+ '--csv', skpdiff_csv_output, '-d', 'perceptual'])
+ with contextlib.closing(open(skpdiff_csv_output)) as csv_file:
+ for row in csv.DictReader(csv_file):
+ perceptual_similarity = float(row[' perceptual'].strip())
+ if not 0 <= perceptual_similarity <= 1:
+ # skpdiff outputs -1 if the images are different sizes. Treat any
+ # output that does not lie in [0, 1] as having 0% perceptual
+ # similarity.
+ perceptual_similarity = 0
+ # skpdiff returns the perceptual similarity, convert it to get the
+ # perceptual difference percentage.
+ self._perceptual_difference = 100 - (perceptual_similarity * 100)
+ finally:
+ shutil.rmtree(skpdiff_csv_dir)
+
# Final touches on diff_image: use whitediff_image as an alpha mask.
# Unchanged pixels are transparent; differing pixels are opaque.
diff_image.putalpha(whitediff_image)
@@ -128,6 +166,10 @@ class DiffRecord(object):
return ((float(self._num_pixels_differing) * 100) /
(self._width * self._height))
+ def get_perceptual_difference(self):
+ """Returns the perceptual difference percentage."""
+ return self._perceptual_difference
+
def get_weighted_diff_measure(self):
"""Returns a weighted measure of image diffs, as a float between 0 and 100
(inclusive)."""
diff --git a/gm/rebaseline_server/imagediffdb_test.py b/gm/rebaseline_server/imagediffdb_test.py
index 558a816a02..b1d534a5e0 100755
--- a/gm/rebaseline_server/imagediffdb_test.py
+++ b/gm/rebaseline_server/imagediffdb_test.py
@@ -19,7 +19,8 @@ import unittest
import imagediffdb
-IMG_URL_BASE = 'http://chromium-skia-gm.commondatastorage.googleapis.com/gm/bitmap-64bitMD5/'
+IMG_URL_BASE = ('http://chromium-skia-gm.commondatastorage.googleapis.com/gm/'
+ 'bitmap-64bitMD5/')
class ImageDiffDbTest(unittest.TestCase):
@@ -56,21 +57,22 @@ class ImageDiffDbTest(unittest.TestCase):
# 3. actual image URL
# 4. expected percent_pixels_differing (as a string, to 4 decimal places)
# 5. expected weighted_diff_measure (as a string, to 4 decimal places)
- # 6. expected max_diff_per_channel
+ # 6. expected perceptual difference (as a string, to 4 decimal places)
+ # 7. expected max_diff_per_channel
selftests = [
[
'arcofzorro/16206093933823793653',
IMG_URL_BASE + 'arcofzorro/16206093933823793653.png',
'arcofzorro/13786535001616823825',
IMG_URL_BASE + 'arcofzorro/13786535001616823825.png',
- '0.0662', '0.0113', [255, 255, 247],
+ '0.0662', '0.0113', '0.0662', [255, 255, 247],
],
[
'gradients_degenerate_2pt/10552995703607727960',
IMG_URL_BASE + 'gradients_degenerate_2pt/10552995703607727960.png',
'gradients_degenerate_2pt/11198253335583713230',
IMG_URL_BASE + 'gradients_degenerate_2pt/11198253335583713230.png',
- '100.0000', '66.6667', [255, 0, 255],
+ '100.0000', '66.6667', '100.0000', [255, 0, 255],
],
]
@@ -88,7 +90,8 @@ class ImageDiffDbTest(unittest.TestCase):
self.assertEqual('%.4f' % record.get_percent_pixels_differing(),
selftest[4])
self.assertEqual('%.4f' % record.get_weighted_diff_measure(), selftest[5])
- self.assertEqual(record.get_max_diff_per_channel(), selftest[6])
+ self.assertEqual('%.4f' % record.get_perceptual_difference(), selftest[6])
+ self.assertEqual(record.get_max_diff_per_channel(), selftest[7])
def main():
diff --git a/gm/rebaseline_server/results.py b/gm/rebaseline_server/results.py
index fff0a941e8..3b57bc1e20 100755
--- a/gm/rebaseline_server/results.py
+++ b/gm/rebaseline_server/results.py
@@ -432,6 +432,7 @@ class Results(object):
results_for_this_test['numDifferingPixels'] = 0
results_for_this_test['percentDifferingPixels'] = 0
results_for_this_test['weightedDiffMeasure'] = 0
+ results_for_this_test['perceptualDifference'] = 0
results_for_this_test['maxDiffPerChannel'] = 0
else:
try:
@@ -444,6 +445,8 @@ class Results(object):
diff_record.get_percent_pixels_differing())
results_for_this_test['weightedDiffMeasure'] = (
diff_record.get_weighted_diff_measure())
+ results_for_this_test['perceptualDifference'] = (
+ diff_record.get_perceptual_difference())
results_for_this_test['maxDiffPerChannel'] = (
diff_record.get_max_diff_per_channel())
except KeyError:
diff --git a/gm/rebaseline_server/static/view.html b/gm/rebaseline_server/static/view.html
index 79335ca861..9ce3fae140 100644
--- a/gm/rebaseline_server/static/view.html
+++ b/gm/rebaseline_server/static/view.html
@@ -263,7 +263,7 @@
value="weightedDiffMeasure"
ng-checked="(sortColumn == 'weightedDiffMeasure')"
ng-click="sortResultsBy('weightedDiffMeasure')">
- difference per pixel
+ perceptual difference
<br>
<input type="range" ng-model="pixelDiffBgColorBrightness"
ng-init="pixelDiffBgColorBrightness=64; pixelDiffBgColor=brightnessStringToHexColor(pixelDiffBgColorBrightness)"
@@ -378,9 +378,9 @@
<!-- diffs: per-channel RGB deltas -->
<td valign="bottom" width="{{imageSize}}">
<div ng-hide="result.expectedHashDigest == result.actualHashDigest"
- title="Weighted difference measure is {{result.weightedDiffMeasure.toFixed(4)}}%. Maximum difference per channel: R={{result.maxDiffPerChannel[0]}}, G={{result.maxDiffPerChannel[1]}}, B={{result.maxDiffPerChannel[2]}}">
+ title="Perceptual difference measure is {{result.perceptualDifference.toFixed(4)}}%. Maximum difference per channel: R={{result.maxDiffPerChannel[0]}}, G={{result.maxDiffPerChannel[1]}}, B={{result.maxDiffPerChannel[2]}}">
- {{result.weightedDiffMeasure.toFixed(4)}}%
+ {{result.perceptualDifference.toFixed(4)}}%
{{result.maxDiffPerChannel}}
<br/>
<a href="/static/generated-images/diffs/{{result.expectedHashDigest}}-vs-{{result.actualHashDigest}}.png" target="_blank">View Image</a><br/>
diff --git a/gm/rebaseline_server/tests/outputs/expected/results_test.ResultsTest.test_gm/gm.json b/gm/rebaseline_server/tests/outputs/expected/results_test.ResultsTest.test_gm/gm.json
index 89ad21b241..9aef669384 100644
--- a/gm/rebaseline_server/tests/outputs/expected/results_test.ResultsTest.test_gm/gm.json
+++ b/gm/rebaseline_server/tests/outputs/expected/results_test.ResultsTest.test_gm/gm.json
@@ -53,6 +53,7 @@
],
"numDifferingPixels": 120000,
"percentDifferingPixels": 75.0,
+ "perceptualDifference": 50.122499999999995,
"resultType": "failed",
"reviewed-by-human": null,
"test": "texdata",
@@ -76,6 +77,7 @@
],
"numDifferingPixels": 77691,
"percentDifferingPixels": 17.593070652173914,
+ "perceptualDifference": 100,
"resultType": "failure-ignored",
"reviewed-by-human": false,
"test": "filterbitmap_checkerboard_192_192",
@@ -99,6 +101,7 @@
],
"numDifferingPixels": 82952,
"percentDifferingPixels": 18.784420289855074,
+ "perceptualDifference": 100,
"resultType": "failure-ignored",
"reviewed-by-human": false,
"test": "filterbitmap_checkerboard_192_192",
@@ -122,6 +125,7 @@
],
"numDifferingPixels": 53150,
"percentDifferingPixels": 12.035778985507246,
+ "perceptualDifference": 100,
"resultType": "failure-ignored",
"reviewed-by-human": false,
"test": "filterbitmap_checkerboard_32_2",
@@ -145,6 +149,7 @@
],
"numDifferingPixels": 53773,
"percentDifferingPixels": 12.17685688405797,
+ "perceptualDifference": 100,
"resultType": "failure-ignored",
"reviewed-by-human": false,
"test": "filterbitmap_checkerboard_32_2",
@@ -208,6 +213,7 @@
"maxDiffPerChannel": 0,
"numDifferingPixels": 0,
"percentDifferingPixels": 0,
+ "perceptualDifference": 0,
"resultType": "succeeded",
"reviewed-by-human": false,
"test": "3x3bitmaprect",
@@ -227,6 +233,7 @@
"maxDiffPerChannel": 0,
"numDifferingPixels": 0,
"percentDifferingPixels": 0,
+ "perceptualDifference": 0,
"resultType": "succeeded",
"reviewed-by-human": false,
"test": "3x3bitmaprect",
@@ -244,6 +251,7 @@
"maxDiffPerChannel": 0,
"numDifferingPixels": 0,
"percentDifferingPixels": 0,
+ "perceptualDifference": 0,
"resultType": "succeeded",
"reviewed-by-human": null,
"test": "aaclip",
@@ -261,6 +269,7 @@
"maxDiffPerChannel": 0,
"numDifferingPixels": 0,
"percentDifferingPixels": 0,
+ "perceptualDifference": 0,
"resultType": "succeeded",
"reviewed-by-human": null,
"test": "aaclip",
@@ -278,6 +287,7 @@
"maxDiffPerChannel": 0,
"numDifferingPixels": 0,
"percentDifferingPixels": 0,
+ "perceptualDifference": 0,
"resultType": "succeeded",
"reviewed-by-human": null,
"test": "displacement",
@@ -295,6 +305,7 @@
"maxDiffPerChannel": 0,
"numDifferingPixels": 0,
"percentDifferingPixels": 0,
+ "perceptualDifference": 0,
"resultType": "succeeded",
"reviewed-by-human": null,
"test": "displacement",
@@ -312,6 +323,7 @@
"maxDiffPerChannel": 0,
"numDifferingPixels": 0,
"percentDifferingPixels": 0,
+ "perceptualDifference": 0,
"resultType": "succeeded",
"reviewed-by-human": null,
"test": "displacement",
@@ -329,6 +341,7 @@
"maxDiffPerChannel": 0,
"numDifferingPixels": 0,
"percentDifferingPixels": 0,
+ "perceptualDifference": 0,
"resultType": "succeeded",
"reviewed-by-human": null,
"test": "displacement",
@@ -348,6 +361,7 @@
"maxDiffPerChannel": 0,
"numDifferingPixels": 0,
"percentDifferingPixels": 0,
+ "perceptualDifference": 0,
"resultType": "succeeded",
"reviewed-by-human": false,
"test": "displacement",
@@ -422,6 +436,7 @@
"maxDiffPerChannel": 0,
"numDifferingPixels": 0,
"percentDifferingPixels": 0,
+ "perceptualDifference": 0,
"resultType": "succeeded",
"reviewed-by-human": false,
"test": "3x3bitmaprect",
@@ -441,6 +456,7 @@
"maxDiffPerChannel": 0,
"numDifferingPixels": 0,
"percentDifferingPixels": 0,
+ "perceptualDifference": 0,
"resultType": "succeeded",
"reviewed-by-human": false,
"test": "3x3bitmaprect",
@@ -460,6 +476,7 @@
"maxDiffPerChannel": 0,
"numDifferingPixels": 0,
"percentDifferingPixels": 0,
+ "perceptualDifference": 0,
"resultType": "succeeded",
"reviewed-by-human": false,
"test": "3x3bitmaprect",
@@ -479,6 +496,7 @@
"maxDiffPerChannel": 0,
"numDifferingPixels": 0,
"percentDifferingPixels": 0,
+ "perceptualDifference": 0,
"resultType": "succeeded",
"reviewed-by-human": false,
"test": "3x3bitmaprect",
@@ -498,6 +516,7 @@
"maxDiffPerChannel": 0,
"numDifferingPixels": 0,
"percentDifferingPixels": 0,
+ "perceptualDifference": 0,
"resultType": "succeeded",
"reviewed-by-human": false,
"test": "3x3bitmaprect",