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# -*- coding: utf-8 -*-
import math
from io import BytesIO
from pathlib import Path
import pytest
from PIL import Image, ImageChops, ImageOps
from arkindex_worker.image import download_tiles, open_image
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FIXTURES = Path(__file__).absolute().parent / "data"
TILE = FIXTURES / "test_image.jpg"
FULL_IMAGE = FIXTURES / "tiled_image.jpg"
def _root_mean_square(img_a, img_b):
"""
Get the root-mean-square difference between two images for fuzzy matching
See https://effbot.org/zone/pil-comparing-images.htm
"""
h = ImageChops.difference(img_a, img_b).histogram()
return math.sqrt(
sum((value * ((idx % 256) ** 2) for idx, value in enumerate(h)))
/ float(img_a.size[0] * img_a.size[1])
)
def test_download_tiles(responses):
expected = Image.open(FULL_IMAGE).convert("RGB")
with TILE.open("rb") as tile:
tile_bytes = tile.read()
responses.add(
responses.GET,
"http://nowhere/info.json",
json={"width": 543, "height": 720, "tiles": [{"width": 181, "height": 240}]},
)
for x in (0, 181, 362):
for y in (0, 240, 480):
responses.add(
responses.GET,
f"http://nowhere/{x},{y},181,240/full/0/default.jpg",
body=tile_bytes,
)
actual = download_tiles("http://nowhere")
assert _root_mean_square(expected, actual) <= 5.0
def test_download_tiles_crop(responses):
"""
Ensure download_tiles does not care about tiles that are slightly bigger than expected
(occasional issue with the Harvard IDS image server where 1024×1024 tiles sometimes are returned as 1024x1025)
"""
expected = Image.open(FULL_IMAGE).convert("RGB")
tile_bytes = BytesIO()
with TILE.open("rb") as tile:
# Add one extra pixel to each tile to return slightly bigger tiles
ImageOps.pad(Image.open(tile), (181, 241)).save(tile_bytes, format="jpeg")
tile_bytes = tile_bytes.getvalue()
responses.add(
responses.GET,
"http://nowhere/info.json",
json={"width": 543, "height": 720, "tiles": [{"width": 181, "height": 240}]},
)
for x in (0, 181, 362):
for y in (0, 240, 480):
responses.add(
responses.GET,
f"http://nowhere/{x},{y},181,240/full/0/default.jpg",
body=tile_bytes,
)
actual = download_tiles("http://nowhere")
assert _root_mean_square(expected, actual) <= 5.0
def test_download_tiles_small(responses):
small_tile = BytesIO()
Image.new("RGB", (1, 1)).save(small_tile, format="jpeg")
small_tile.seek(0)
responses.add(
responses.GET,
"http://nowhere/info.json",
json={"width": 543, "height": 720, "tiles": [{"width": 181, "height": 240}]},
)
responses.add(
responses.GET,
"http://nowhere/0,0,181,240/full/0/default.jpg",
body=small_tile.read(),
)
with pytest.raises(ValueError) as e:
download_tiles("http://nowhere")
assert str(e.value) == "Expected size 181×240 for tile 0,0, but got 1×1"
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@pytest.mark.parametrize(
"path, is_local",
(
("http://somewhere/test.jpg", False),
("https://somewhere/test.jpg", False),
("path/to/something", True),
("/absolute/path/to/something", True),
),
)
def test_open_image(path, is_local, monkeypatch):
"""Check if the path triggers a local load or a remote one"""
monkeypatch.setattr("os.path.exists", lambda x: True)
monkeypatch.setattr(Image, "open", lambda x: Image.new("RGB", (1, 10)))
monkeypatch.setattr(
"arkindex_worker.image.download_image", lambda x: Image.new("RGB", (10, 1))
)
image = open_image(path)
if is_local:
assert image.size == (1, 10)
else:
assert image.size == (10, 1)