def test_badBucketBoundary(self):
data = FMDLData()
data.config = Config(
{'minBoundingBoxAspectRatio':1.5,'maxBoundingBoxAspectRatio': 3,'measuredBucketWidthCM':300,"effectiveWidthYcoordMultiplier":0.5,'maxDiffBetweenAbsBucketEdgeSlopes': 3},
[
('measuredBucketWidthCM', 10, 100000, 'float'),
('minBoundingBoxAspectRatio', 0.1, 10, 'float'),
('maxBoundingBoxAspectRatio', 0.1, 10, 'float'),
('effectiveWidthYcoordMultiplier', 0, 1, 'float'),
('maxDiffBetweenAbsBucketEdgeSlopes', 0, 100, 'float'),
])
data.load_image(self.byteArrayImage)
data.bucketBoundary = (0.3406982123851776, 0.8910735845565796, 0.059263408184051514, 1.0)
validResults1 = getPixel2CmConversionFactor(data)
data.bucketBoundary = (0, -0.8910735845565796, 0, 1.0)
validResults2 = getPixel2CmConversionFactor(data)
self.assertFalse(validResults1)
self.assertFalse(validResults2)
self.assertEqual(data.pixel2CM_conversion_factor , -1)
self.assertEqual(data.bucketWidthPX, -1)
self.assertEqual(data.bucketWidthPointsXCord, [])
def test_missingBucketBoundary(self):
data = FMDLData()
data.load_image(self.byteArrayImage)
data.config = Config(
{'minBoundingBoxAspectRatio':1.5,'maxBoundingBoxAspectRatio': 3,'measuredBucketWidthCM':300,"effectiveWidthYcoordMultiplier":0.5,'maxDiffBetweenAbsBucketEdgeSlopes': 3},
[
('measuredBucketWidthCM', 10, 100000, 'float'),
('minBoundingBoxAspectRatio', 0.1, 10, 'float'),
('maxBoundingBoxAspectRatio', 0.1, 10, 'float'),
('effectiveWidthYcoordMultiplier', 0, 1, 'float'),
('maxDiffBetweenAbsBucketEdgeSlopes', 0, 100, 'float'),
])
validResults = getPixel2CmConversionFactor(data)
self.assertFalse(validResults)
self.assertEqual(data.pixel2CM_conversion_factor , -1)
self.assertEqual(data.bucketWidthPX, -1)
self.assertEqual(data.bucketWidthPointsXCord, [])
def test_bucketBoundaryWithWrongAspectRatio(self):
data = FMDLData()
data.load_image(self.byteArrayImage)
data.bucketBoundary = (1,2,3,4)
data.config = Config(
{'minBoundingBoxAspectRatio':1.5,'maxBoundingBoxAspectRatio': 3,'measuredBucketWidthCM':300,"effectiveWidthYcoordMultiplier":0.5,'maxDiffBetweenAbsBucketEdgeSlopes': 3},
[
('measuredBucketWidthCM', 10, 100000, 'float'),
('minBoundingBoxAspectRatio', 0.1, 10, 'float'),
('maxBoundingBoxAspectRatio', 0.1, 10, 'float'),
('effectiveWidthYcoordMultiplier', 0, 1, 'float'),
('maxDiffBetweenAbsBucketEdgeSlopes', 0, 100, 'float'),
])
validResults = getPixel2CmConversionFactor(data)
self.assertFalse(validResults)
def test_badInputImage1(self):
data = FMDLData()
data.load_image('tests/networksAndImages-forUnitTesting/FMDL_2018.04.30_19.11.20.png')
data.bucketBoundary = (1,2,3,4)
data.config = Config(
{'minBoundingBoxAspectRatio':1.5,'maxBoundingBoxAspectRatio': 3,'measuredBucketWidthCM':300,"effectiveWidthYcoordMultiplier":0.5,'maxDiffBetweenAbsBucketEdgeSlopes': 3},
[
('measuredBucketWidthCM', 10, 100000, 'float'),
('minBoundingBoxAspectRatio', 0.1, 10, 'float'),
('maxBoundingBoxAspectRatio', 0.1, 10, 'float'),
('effectiveWidthYcoordMultiplier', 0, 1, 'float'),
('maxDiffBetweenAbsBucketEdgeSlopes', 0, 100, 'float'),
])
validResults = getPixel2CmConversionFactor(data)
self.assertFalse(validResults)
self.assertEqual(data.pixel2CM_conversion_factor , -1)
self.assertEqual(data.bucketWidthPX, -1)
self.assertEqual(data.bucketWidthPointsXCord, [])
def test_outputs(self):
data = FMDLData()
data.load_image(self.byteArrayImage)
data.bucketBoundary = (0.3406982123851776, 0.059263408184051514, 1.0, 0.8910735845565796)
data.config = Config(
{'minBoundingBoxAspectRatio':1.5,'maxBoundingBoxAspectRatio': 3,'measuredBucketWidthCM':300,"effectiveWidthYcoordMultiplier":0.5,'maxDiffBetweenAbsBucketEdgeSlopes': 3},
[
('measuredBucketWidthCM', 10, 100000, 'float'),
('minBoundingBoxAspectRatio', 0.1, 10, 'float'),
('maxBoundingBoxAspectRatio', 0.1, 10, 'float'),
('effectiveWidthYcoordMultiplier', 0, 1, 'float'),
('maxDiffBetweenAbsBucketEdgeSlopes', 0, 100, 'float'),
])
validResults = getPixel2CmConversionFactor(data)
self.assertTrue(validResults)
self.assertTrue(np.allclose(data.pixel2CM_conversion_factor, (0.5639097744360902), atol=1e-04))
self.assertAlmostEqual(data.bucketWidthPX, 532)
self.assertEqual(data.bucketWidthPointsXCord[0], 38)
self.assertEqual(data.bucketWidthPointsXCord[1], 570)