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79c2224eaa
- Put test data for each content type into separate directories
- Makes config.yml for docker and local host consistent
- Prepending tests to /data in sample_config.yml makes application
run on local host using test data
- Allows mounting separate volume for each content type in docker-compose
- Ignore gitignore to only add tests content, not generated models or embeddings
76 lines
No EOL
2.5 KiB
Python
76 lines
No EOL
2.5 KiB
Python
# Standard Packages
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import pytest
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# Internal Packages
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from src.search_type import asymmetric, image_search
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from src.utils.rawconfig import ContentConfig, TextContentConfig, ImageContentConfig, SearchConfig, SymmetricSearchConfig, AsymmetricSearchConfig, ImageSearchConfig
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@pytest.fixture(scope='session')
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def search_config(tmp_path_factory):
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model_dir = tmp_path_factory.mktemp('data')
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search_config = SearchConfig()
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search_config.asymmetric = SymmetricSearchConfig(
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encoder = "sentence-transformers/paraphrase-MiniLM-L6-v2",
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cross_encoder = "cross-encoder/ms-marco-MiniLM-L-6-v2",
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model_directory = model_dir
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)
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search_config.asymmetric = AsymmetricSearchConfig(
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encoder = "sentence-transformers/msmarco-MiniLM-L-6-v3",
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cross_encoder = "cross-encoder/ms-marco-MiniLM-L-6-v2",
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model_directory = model_dir
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)
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search_config.image = ImageSearchConfig(
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encoder = "clip-ViT-B-32",
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model_directory = model_dir
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)
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return search_config
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@pytest.fixture(scope='session')
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def model_dir(search_config):
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model_dir = search_config.asymmetric.model_directory
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# Generate Image Embeddings from Test Images
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content_config = ContentConfig()
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content_config.image = ImageContentConfig(
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input_directory = 'tests/data/images',
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embeddings_file = model_dir.joinpath('image_embeddings.pt'),
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batch_size = 10,
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use_xmp_metadata = False)
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image_search.setup(content_config.image, search_config.image, regenerate=False, verbose=True)
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# Generate Notes Embeddings from Test Notes
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content_config.org = TextContentConfig(
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input_files = None,
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input_filter = 'tests/data/notes/*.org',
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compressed_jsonl = model_dir.joinpath('notes.jsonl.gz'),
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embeddings_file = model_dir.joinpath('note_embeddings.pt'))
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asymmetric.setup(content_config.org, search_config.asymmetric, regenerate=False, verbose=True)
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return model_dir
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@pytest.fixture(scope='session')
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def content_config(model_dir):
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content_config = ContentConfig()
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content_config.org = TextContentConfig(
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input_files = None,
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input_filter = 'tests/data/notes/*.org',
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compressed_jsonl = model_dir.joinpath('notes.jsonl.gz'),
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embeddings_file = model_dir.joinpath('note_embeddings.pt'))
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content_config.image = ImageContentConfig(
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input_directory = 'tests/data/images',
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embeddings_file = model_dir.joinpath('image_embeddings.pt'),
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batch_size = 10,
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use_xmp_metadata = False)
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return content_config |