|
| 1 | +import numpy as np |
| 2 | + |
| 3 | +from pynwb.base import Images, ImageReferences |
| 4 | +from pynwb.image import GrayscaleImage |
| 5 | + |
| 6 | +from nwbinspector import InspectorMessage, Importance |
| 7 | +from nwbinspector.checks.images import check_order_of_images_unique, check_order_of_images_len |
| 8 | + |
| 9 | + |
| 10 | +def test_check_order_of_images_unique(): |
| 11 | + |
| 12 | + imgs = [GrayscaleImage(name=f"image{i}", data=np.random.randn(10, 10)) for i in range(5)] |
| 13 | + img_refs = ImageReferences(name="order_of_images", data=imgs + [imgs[0]]) |
| 14 | + images = Images(name="my_images", images=imgs, order_of_images=img_refs) |
| 15 | + |
| 16 | + assert check_order_of_images_unique(images) == InspectorMessage( |
| 17 | + message="order_of_images should have unique values.", |
| 18 | + importance=Importance.BEST_PRACTICE_VIOLATION, |
| 19 | + check_function_name="check_order_of_images_unique", |
| 20 | + object_type="Images", |
| 21 | + object_name="my_images", |
| 22 | + location="/", |
| 23 | + ) |
| 24 | + |
| 25 | + |
| 26 | +def test_pass_check_order_of_images_unique(): |
| 27 | + |
| 28 | + imgs = [GrayscaleImage(name=f"image{i}", data=np.random.randn(10, 10)) for i in range(5)] |
| 29 | + img_refs = ImageReferences(name="order_of_images", data=imgs) |
| 30 | + images = Images(name="my_images", images=imgs, order_of_images=img_refs) |
| 31 | + |
| 32 | + assert check_order_of_images_unique(images) is None |
| 33 | + |
| 34 | + |
| 35 | +def test_check_order_of_images_len(): |
| 36 | + |
| 37 | + imgs = [GrayscaleImage(name=f"image{i}", data=np.random.randn(10, 10)) for i in range(5)] |
| 38 | + img_refs = ImageReferences(name="order_of_images", data=imgs + [imgs[0]]) |
| 39 | + images = Images(name="my_images", images=imgs, order_of_images=img_refs) |
| 40 | + |
| 41 | + assert check_order_of_images_len(images) == InspectorMessage( |
| 42 | + message=f"Length of order_of_images (6) does not match the number of images (5).", |
| 43 | + importance=Importance.BEST_PRACTICE_VIOLATION, |
| 44 | + check_function_name="check_order_of_images_len", |
| 45 | + object_type="Images", |
| 46 | + object_name="my_images", |
| 47 | + location="/", |
| 48 | + ) |
| 49 | + |
| 50 | + |
| 51 | +def test_pass_check_order_of_images_len(): |
| 52 | + |
| 53 | + imgs = [GrayscaleImage(name=f"image{i}", data=np.random.randn(10, 10)) for i in range(5)] |
| 54 | + img_refs = ImageReferences(name="order_of_images", data=imgs) |
| 55 | + images = Images(name="my_images", images=imgs, order_of_images=img_refs) |
| 56 | + |
| 57 | + assert check_order_of_images_len(images) is None |
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