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55 lines
2.1 KiB
Python
55 lines
2.1 KiB
Python
# Standard Modules
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from pathlib import Path
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from PIL import Image
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# External Packages
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import pytest
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# Internal Packages
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from src.main import model, web_directory
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from src.search_type import image_search
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from src.utils.helpers import resolve_absolute_path
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from src.utils.rawconfig import ContentConfig, SearchConfig
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# Test
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# ----------------------------------------------------------------------------------------------------
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def test_image_search_setup(content_config: ContentConfig, search_config: SearchConfig):
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# Act
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# Regenerate image search embeddings during image setup
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image_search_model = image_search.setup(content_config.image, search_config.image, regenerate=True)
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# Assert
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assert len(image_search_model.image_names) == 3
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assert len(image_search_model.image_embeddings) == 3
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# ----------------------------------------------------------------------------------------------------
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@pytest.mark.skip(reason="results inconsistent currently")
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def test_image_search(content_config: ContentConfig, search_config: SearchConfig):
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# Arrange
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output_directory = resolve_absolute_path(web_directory)
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model.image_search = image_search.setup(content_config.image, search_config.image, regenerate=False)
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query_expected_image_pairs = [("kitten", "kitten_park.jpg"),
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("horse and dog in a farm", "horse_dog.jpg"),
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("A guinea pig eating grass", "guineapig_grass.jpg")]
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# Act
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for query, expected_image_name in query_expected_image_pairs:
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hits = image_search.query(
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query,
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count = 1,
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model = model.image_search)
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results = image_search.collate_results(
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hits,
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model.image_search.image_names,
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output_directory=output_directory,
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static_files_url='/static',
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count=1)
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actual_image = Image.open(output_directory.joinpath(Path(results[0]["entry"]).name))
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expected_image = Image.open(content_config.image.input_directories[0].joinpath(expected_image_name))
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# Assert
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assert expected_image == actual_image
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