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44 lines
1.6 KiB
Python
44 lines
1.6 KiB
Python
import pytest
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from imaginairy.api import imagine
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from imaginairy.schema import ImaginePrompt, LazyLoadingImage
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from imaginairy.utils import get_device
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from imaginairy.utils.outpaint import outpaint_arg_str_parse
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from tests import TESTS_FOLDER
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from tests.utils import assert_image_similar_to_expectation
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@pytest.mark.skipif(get_device() == "cpu", reason="Too slow to run on CPU")
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def test_outpainting_outpaint(filename_base_for_outputs):
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img = LazyLoadingImage(
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filepath=f"{TESTS_FOLDER}/data/girl_with_a_pearl_earring.jpg"
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)
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prompt = ImaginePrompt(
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prompt="woman standing",
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init_image=img,
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init_image_strength=0,
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mask_prompt="background",
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outpaint="all250,up0,down600",
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mask_mode="replace",
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negative_prompt="picture frame, borders, framing, text, writing, watermarks, indoors, advertisement, paper, canvas, stock photo",
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steps=20,
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seed=542906833,
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)
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result = next(iter(imagine([prompt])))
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img_path = f"{filename_base_for_outputs}.png"
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assert_image_similar_to_expectation(result.img, img_path=img_path, threshold=17000)
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outpaint_test_params = [
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("A132", {"_all": 132}),
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("A132,U50", {"_all": 132, "up": 50}),
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("A132,U50,D50", {"_all": 132, "up": 50, "down": 50}),
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("a132,u50,d50", {"_all": 132, "up": 50, "down": 50}),
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("all50,up20,down600", {"_all": 50, "up": 20, "down": 600}),
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]
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@pytest.mark.parametrize(("arg_str", "expected_kwargs"), outpaint_test_params)
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def test_outpaint_parse_kwargs(arg_str, expected_kwargs):
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assert outpaint_arg_str_parse(arg_str) == expected_kwargs
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