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import polars as pl
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from pcdigitizer import Annotation, GetAnnotationPage
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def test_process_dissociation_data(test_dir, mock_session):
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"""Makes request for the first page of the `"Dissociation Constants"` and
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processes the data into a polars DataFrame.
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Makes the following request:
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[pubchem.ncbi.nlm.nih.gov/rest/pug_view/annotations/heading/Dissociation%20Constants/JSON?page=1](https://pubchem.ncbi.nlm.nih.gov/rest/pug_view/annotations/heading/Dissociation%20Constants/JSON?page=1).
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"""
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task = GetAnnotationPage()
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df = task.do(
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item=1, annotation=Annotation.DISSOCIATION_CONSTANTS, session=mock_session
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)
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# TODO: Need to implement actual tests
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assert not df.is_empty()
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assert df.columns == [
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"cid",
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"sid",
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"pclid",
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"pka_label",
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"pka_value",
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"temperature_C",
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"comment",
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]
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assert df.schema["pka_value"] == pl.Float64
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assert df.schema["cid"] == pl.Int64
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csv_path = test_dir / "tmp" / "test_process_dissociation_data.csv"
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df.write_csv(csv_path)
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