diff options
Diffstat (limited to 'test/extractor/image')
-rw-r--r-- | test/extractor/image/__init__.py | 0 | ||||
-rw-r--r-- | test/extractor/image/test_colors_spatial.py | 95 | ||||
-rw-r--r-- | test/extractor/image/test_photometrics.py | 143 | ||||
-rw-r--r-- | test/extractor/image/testimage.jpg | bin | 0 -> 349264 bytes |
4 files changed, 238 insertions, 0 deletions
diff --git a/test/extractor/image/__init__.py b/test/extractor/image/__init__.py new file mode 100644 index 0000000..e69de29 --- /dev/null +++ b/test/extractor/image/__init__.py diff --git a/test/extractor/image/test_colors_spatial.py b/test/extractor/image/test_colors_spatial.py new file mode 100644 index 0000000..902ab6d --- /dev/null +++ b/test/extractor/image/test_colors_spatial.py @@ -0,0 +1,95 @@ + +# standard imports +import os +import unittest + +# external imports +import PIL.Image + +# bsie imports +from bsie.extractor import base +from bsie.utils import bsfs, ns, node as _node + +# objects to test +from bsie.extractor.image.colors_spatial import ColorsSpatial + + +## code ## + +class TestColorsSpatial(unittest.TestCase): + def setUp(self): + # content id with default constructors (width=32, height=32, exp=4) + self.instance_prefix = 'https://schema.bsfs.io/ie/Literal/Array/Feature/ColorsSpatial' + self.predicate_prefix = 'https://schema.bsfs.io/ie/Node/Entity#colors_spatial_' + self.uuid = 'adee8d6c43687021e1c5bffe56bcfe727f1638d792744137181304ef889dac2a' + + def test_essentials(self): + # clones are equal + self.assertEqual(ColorsSpatial(32, 32, 4), ColorsSpatial(32, 32, 4)) + self.assertEqual(hash(ColorsSpatial(32, 32, 4)), hash(ColorsSpatial(32, 32, 4))) + # equal respects type + self.assertNotEqual(ColorsSpatial(32, 32, 4), 'hello world') + self.assertNotEqual(hash(ColorsSpatial(32, 32, 4)), hash('hello world')) + # equals respects width + self.assertNotEqual(ColorsSpatial(32, 32, 4), ColorsSpatial(16, 32, 4)) + self.assertNotEqual(hash(ColorsSpatial(32, 32, 4)), hash(ColorsSpatial(16, 32, 4))) + # equals respects height + self.assertNotEqual(ColorsSpatial(32, 32, 4), ColorsSpatial(32, 16, 4)) + self.assertNotEqual(hash(ColorsSpatial(32, 32, 4)), hash(ColorsSpatial(32, 16, 4))) + # equals respects exp + self.assertNotEqual(ColorsSpatial(32, 32, 4), ColorsSpatial(32, 32, 8)) + self.assertNotEqual(hash(ColorsSpatial(32, 32, 4)), hash(ColorsSpatial(32, 32, 8))) + # string representation + self.assertEqual(str(ColorsSpatial()), 'ColorsSpatial') + self.assertEqual(repr(ColorsSpatial(64, 16, 2)), 'ColorsSpatial(64, 16, 2)') + + def test_dimension(self): + self.assertEqual(ColorsSpatial.dimension(32, 32, 4), 3 * (32*32 + 8*8 + 2*2)) + self.assertEqual(ColorsSpatial.dimension(16, 16, 8), 3 * (16*16 + 2*2)) + self.assertEqual(ColorsSpatial.dimension(64, 64, 16), 3 * (64*64 + 4*4)) + + def test_schema(self): + schema = bsfs.schema.from_string(base.SCHEMA_PREAMBLE + f''' + <{self.instance_prefix}> rdfs:subClassOf bsa:Feature ; + # annotations + rdfs:label "Spatially dominant colors"^^xsd:string ; + schema:description "Domiant colors of subregions in an image."^^xsd:string ; + bsfs:dtype xsd:integer . + + <{self.instance_prefix}#{self.uuid}> rdfs:subClassOf <{self.instance_prefix}> ; + bsfs:dimension "3276"^^xsd:integer ; + # annotations + <{self.instance_prefix}/args#width> "32"^^xsd:integer ; + <{self.instance_prefix}/args#height> "32"^^xsd:integer ; + <{self.instance_prefix}/args#exp> "4"^^xsd:float . + + <{self.predicate_prefix}{self.uuid}> rdfs:subClassOf bsfs:Predicate ; + rdfs:domain bsn:Entity ; + rdfs:range <{self.instance_prefix}#{self.uuid}> ; + bsfs:unique "true"^^xsd:boolean . + ''') + self.assertEqual(schema, ColorsSpatial().schema) + + def test_extract(self): + ext = ColorsSpatial(2,2,2) + img = PIL.Image.open(os.path.join(os.path.dirname(__file__), 'testimage.jpg')) + node = _node.Node(ns.bsn.Entity, bsfs.URI('http://example.com/entity#1234')) + principals = set(ext.principals) + self.assertEqual(len(principals), 1) + # valid invocation yields feature + ret = list(ext.extract(node, img, principals)) + self.assertEqual(ret[0], ( + node, + list(principals)[0], + (91, 127, 121, 94, 138, 167, 163, 134, 190, 138, 170, 156, 121, 142, 159))) + # principals is respected + self.assertListEqual(list(ext.extract(node, img, {})), []) + + + +## main ## + +if __name__ == '__main__': + unittest.main() + +## EOF ## diff --git a/test/extractor/image/test_photometrics.py b/test/extractor/image/test_photometrics.py new file mode 100644 index 0000000..fb219e2 --- /dev/null +++ b/test/extractor/image/test_photometrics.py @@ -0,0 +1,143 @@ + +# standard imports +import unittest + +# bsie imports +from bsie.extractor import base +from bsie.utils import bsfs, node as _node, ns + +# objects to test +from bsie.extractor.image.photometrics import Exif, _gps_to_dec + + +## code ## + +class TestExif(unittest.TestCase): + + def test_gps_to_dec(self): + # deg+min+sec format + self.assertAlmostEqual(_gps_to_dec('29/1 58/1 45/1'.split()), 29.979167, 6) + self.assertAlmostEqual(_gps_to_dec('31 08 03'.split()), 31.134167, 6) + self.assertAlmostEqual(_gps_to_dec('20 40 586/10'.split()), 20.682944, 6) + self.assertAlmostEqual(_gps_to_dec('88/1 34 68/10'.split()), 88.568556, 6) + # deg+min format + self.assertAlmostEqual(_gps_to_dec('13 472167/10000 0/1 '.split()), 13.786945, 6) + self.assertAlmostEqual(_gps_to_dec('104/1 3215/100 0/1'.split()), 104.535833, 6) + + def test_eq(self): + # identical instances are equal + self.assertEqual(Exif(), Exif()) + self.assertEqual(hash(Exif()), hash(Exif())) + # comparison respects type + class Foo(): pass + self.assertNotEqual(Exif(), Foo()) + self.assertNotEqual(hash(Exif()), hash(Foo())) + self.assertNotEqual(Exif(), 1234) + self.assertNotEqual(hash(Exif()), hash(1234)) + self.assertNotEqual(Exif(), None) + self.assertNotEqual(hash(Exif()), hash(None)) + + def test_schema(self): + self.assertSetEqual({pred.uri for pred in Exif().schema.predicates()}, { + ns.bsfs.Predicate, + ns.bse.exposure, + ns.bse.aperture, + ns.bse.iso, + ns.bse.focal_length, + ns.bse.width, + ns.bse.height, + ns.bse.orientation, + ns.bse.orientation_label, + ns.bse.altitude, + ns.bse.latitude, + ns.bse.longitude, + }) + + def test_extract(self): + ext = Exif() + node = _node.Node(ns.bsfs.File, '') # Blank node + content = { + 'Exif.Photo.ExposureTime': '10/600', + 'Exif.Photo.FNumber': '48/10', + 'Exif.Photo.ISOSpeedRatings': '400', + 'Exif.Photo.FocalLength': '460/10', + 'Exif.Photo.PixelXDimension': '4288', + 'Exif.Photo.PixelYDimension': '2848', + 'Exif.Image.Orientation': '1', + 'Exif.GPSInfo.GPSAltitude': '431/1', + 'Exif.GPSInfo.GPSLatitude': '46/1 11397/625 0/1', + 'Exif.GPSInfo.GPSLongitude': '7/1 131250/2500 0/1', + } + + # invalid principals are ignored + self.assertSetEqual(set(ext.extract(node, content, {ns.bse.filename})), set()) + # extract finds all relevant information + self.assertSetEqual(set(ext.extract(node, content, {ext.schema.predicate(ns.bse.exposure)})), + {(node, ext.schema.predicate(ns.bse.exposure), 60.0)}) + self.assertSetEqual(set(ext.extract(node, content, {ext.schema.predicate(ns.bse.aperture)})), + {(node, ext.schema.predicate(ns.bse.aperture), 4.8)}) + self.assertSetEqual(set(ext.extract(node, content, {ext.schema.predicate(ns.bse.iso)})), + {(node, ext.schema.predicate(ns.bse.iso), 400)}) + self.assertSetEqual(set(ext.extract(node, content, {ext.schema.predicate(ns.bse.focal_length)})), + {(node, ext.schema.predicate(ns.bse.focal_length), 46.0)}) + self.assertSetEqual(set(ext.extract(node, content, {ext.schema.predicate(ns.bse.width)})), + {(node, ext.schema.predicate(ns.bse.width), 4288)}) + self.assertSetEqual(set(ext.extract(node, content, {ext.schema.predicate(ns.bse.height)})), + {(node, ext.schema.predicate(ns.bse.height), 2848)}) + self.assertSetEqual(set(ext.extract(node, content, {ext.schema.predicate(ns.bse.orientation)})), + {(node, ext.schema.predicate(ns.bse.orientation), 1)}) + self.assertSetEqual(set(ext.extract(node, content, {ext.schema.predicate(ns.bse.orientation_label)})), + {(node, ext.schema.predicate(ns.bse.orientation_label), 'landscape')}) + self.assertSetEqual(set(ext.extract(node, content, {ext.schema.predicate(ns.bse.altitude)})), + {(node, ext.schema.predicate(ns.bse.altitude), 431.0)}) + self.assertSetEqual(set(ext.extract(node, content, {ext.schema.predicate(ns.bse.latitude)})), + {(node, ext.schema.predicate(ns.bse.latitude), 46.30392)}) + self.assertSetEqual(set(ext.extract(node, content, {ext.schema.predicate(ns.bse.longitude)})), + {(node, ext.schema.predicate(ns.bse.longitude), 7.875)}) + + # check orientation label + self.assertSetEqual(set(ext.extract( + node, { + 'Exif.Photo.PixelXDimension': '4288', + 'Exif.Photo.PixelYDimension': '2848', + 'Exif.Image.Orientation': '5', + }, + {ext.schema.predicate(ns.bse.orientation_label)})), + {(node, ext.schema.predicate(ns.bse.orientation_label), 'portrait')}) + + # can pass multiple principals + self.assertSetEqual(set(ext.extract(node, content, { + ext.schema.predicate(ns.bse.exposure), + ext.schema.predicate(ns.bse.iso), + ext.schema.predicate(ns.bse.focal_length), + })), { + (node, ext.schema.predicate(ns.bse.exposure), 60.0), + (node, ext.schema.predicate(ns.bse.iso), 400), + (node, ext.schema.predicate(ns.bse.focal_length), 46.0), + }) + + # principals w/o content are ignored + self.assertSetEqual(set(ext.extract( + node, + content={'Exif.Photo.ExposureTime': '10/600'}, + principals={ + ext.schema.predicate(ns.bse.exposure), + ext.schema.predicate(ns.bse.iso), + ext.schema.predicate(ns.bse.focal_length), + }) + ), { + (node, ext.schema.predicate(ns.bse.exposure), 60.0), + }) + + # empty content is acceptable + self.assertSetEqual(set(ext.extract(node, {}, set(ext.principals))), set()) + # no principals is acceptable + self.assertSetEqual(set(ext.extract(node, content, set())), set()) + + +## main ## + +if __name__ == '__main__': + unittest.main() + +## EOF ## diff --git a/test/extractor/image/testimage.jpg b/test/extractor/image/testimage.jpg Binary files differnew file mode 100644 index 0000000..c80bb48 --- /dev/null +++ b/test/extractor/image/testimage.jpg |