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test_codelist.py
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315 lines (271 loc) · 14.5 KB
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import unittest
from codelists_rs.codelist import CodeList
class TestCodeListBasics(unittest.TestCase):
def setUp(self):
self.codelist = CodeList(
name="Test Codelist",
codelist_type="ICD10",
source="Manually created",
)
def test_create_basic_codelist(self):
codelist = CodeList(
name="Test Codelist",
codelist_type="ICD10",
source="Manually created",
)
codelist.add_entry("A00", "Cholera")
self.assertEqual(codelist.entries(), [("A00", "Cholera", None)])
def test_invalid_codelist_type(self):
with self.assertRaises(ValueError) as e:
CodeList(
name="Test Codelist",
codelist_type="INVALID",
source="Manually created",
)
self.assertEqual(str(e.exception), "Invalid codelist type: INVALID")
def test_add_duplicate_entries(self):
self.codelist.add_entry("A01", "Typhoid fever")
self.codelist.add_entry("A01", "Typhoid fever") # duplicate entry
self.assertEqual(len(self.codelist.entries()), 1)
def test_contributors_and_dates(self):
self.assertEqual(set(), self.codelist.contributors)
self.codelist.add_contributor("John Doe")
self.assertEqual({"John Doe"}, self.codelist.contributors)
self.codelist.add_contributor("Jane Smith")
self.assertEqual({"John Doe", "Jane Smith"}, self.codelist.contributors)
self.codelist.remove_contributor("John Doe")
self.assertEqual({"Jane Smith"}, self.codelist.contributors)
self.assertIn("date_created", self.codelist.get_dates())
self.assertIn("last_modified_date", self.codelist.get_dates())
def test_tags_and_usage(self):
self.codelist.add_tag("pneumonia")
self.codelist.add_tag("fever")
self.assertIn("pneumonia", self.codelist.get_tags())
self.assertIn("fever", self.codelist.get_tags())
self.codelist.remove_tag("fever")
self.assertNotIn("fever", self.codelist.get_tags())
self.codelist.add_usage("clinical trials")
self.codelist.add_usage("research")
self.assertIn("clinical trials", self.codelist.get_usage())
self.assertIn("research", self.codelist.get_usage())
self.codelist.remove_usage("research")
self.assertNotIn("research", self.codelist.get_usage())
def test_license_management(self):
self.codelist.add_license("MIT")
self.assertEqual("MIT", self.codelist.get_license_info())
self.codelist.update_license("Apache 2.0")
self.assertEqual("Apache 2.0", self.codelist.get_license_info())
self.codelist.remove_license()
self.assertIsNone(self.codelist.get_license_info())
def test_purpose_and_context(self):
self.codelist.add_purpose("To identify those with pneumonia in primary care")
self.assertEqual("To identify those with pneumonia in primary care", self.codelist.get_purpose())
self.codelist.update_purpose("To identify those with pneumonia in secondary care")
self.assertEqual("To identify those with pneumonia in secondary care", self.codelist.get_purpose())
self.codelist.remove_purpose()
self.assertIsNone(self.codelist.get_purpose())
self.codelist.add_audience("epidemiologists using CPRD")
self.codelist.add_use_context("CPRD database")
self.assertEqual("epidemiologists using CPRD", self.codelist.get_audience())
self.assertEqual("CPRD database", self.codelist.get_use_context())
self.codelist.update_audience("epidemiologists using CPRD and other databases")
self.codelist.update_use_context("CPRD and other databases")
self.assertEqual("epidemiologists using CPRD and other databases", self.codelist.get_audience())
self.assertEqual("CPRD and other databases", self.codelist.get_use_context())
self.codelist.remove_audience()
self.codelist.remove_use_context()
self.assertIsNone(self.codelist.get_audience())
self.assertIsNone(self.codelist.get_use_context())
def test_validation(self):
self.assertEqual(False, self.codelist.is_validated())
self.codelist.add_validation_info(
reviewer="Michelle Obama",
status="in review",
notes="Looking good"
)
self.assertEqual("Michelle Obama", self.codelist.get_reviewer())
self.assertEqual("in review", self.codelist.get_validation_status())
self.assertEqual("Looking good", self.codelist.get_validation_notes())
self.codelist.update_validation_notes("Needs more work")
self.assertEqual("Looking good\nNeeds more work", self.codelist.get_validation_notes())
def test_add_comment(self):
self.codelist.add_entry("A01", "Typhoid fever")
self.assertEqual(self.codelist.entries(), [("A01", "Typhoid fever", None)])
self.codelist.add_comment("A01", "Comment 1")
self.assertEqual(self.codelist.entries(), [("A01", "Typhoid fever", "Comment 1")])
def test_add_comment_already_exists(self):
self.codelist.add_entry("A01", "Typhoid fever", "Comment 1")
self.assertEqual(self.codelist.entries(), [("A01", "Typhoid fever", "Comment 1")])
with self.assertRaises(ValueError) as e:
self.codelist.add_comment("A01", "Comment 2")
self.assertEqual(str(e.exception), "Comment for entry with code A01 already exists. Please use update comment instead.")
def test_update_comment(self):
self.codelist.add_entry("A01", "Typhoid fever", "Comment 1")
self.assertEqual(self.codelist.entries(), [("A01", "Typhoid fever", "Comment 1")])
self.codelist.update_comment("A01", "Comment 2")
self.assertEqual(self.codelist.entries(), [("A01", "Typhoid fever", "Comment 2")])
def test_update_comment_doesnt_exist(self):
self.codelist.add_entry("A01", "Typhoid fever")
self.assertEqual(self.codelist.entries(), [("A01", "Typhoid fever", None)])
with self.assertRaises(ValueError) as e:
self.codelist.update_comment("A01", "Comment 2")
self.assertEqual(str(e.exception), "Comment for entry with code A01 does not exist. Please use add comment instead.")
def test_remove_comment(self):
self.codelist.add_entry("A01", "Typhoid fever", "Comment 1")
self.assertEqual(self.codelist.entries(), [("A01", "Typhoid fever", "Comment 1")])
self.codelist.remove_comment("A01")
self.assertEqual(self.codelist.entries(), [("A01", "Typhoid fever", None)])
def test_remove_comment_doesnt_exist(self):
self.codelist.add_entry("A01", "Typhoid fever")
self.assertEqual(self.codelist.entries(), [("A01", "Typhoid fever", None)])
with self.assertRaises(ValueError) as e:
self.codelist.remove_comment("A01")
self.assertEqual(str(e.exception), "Comment for entry with code A01 does not exist. Unable to remove comment.")
def test_add_term(self):
self.codelist.add_entry("A01")
self.assertEqual(self.codelist.entries(), [("A01", None, None)])
self.codelist.add_term("A01", "Term 1")
self.assertEqual(self.codelist.entries(), [("A01", "Term 1", None)])
def test_add_term_already_exists(self):
self.codelist.add_entry("A01", "Typhoid fever", "Comment 1")
self.assertEqual(self.codelist.entries(), [("A01", "Typhoid fever", "Comment 1")])
with self.assertRaises(ValueError) as e:
self.codelist.add_term("A01", "Term 1")
self.assertEqual(str(e.exception), "Term for entry with code A01 already exists. Please use update term instead.")
def test_update_term(self):
self.codelist.add_entry("A01", "Typhoid fever")
self.assertEqual(self.codelist.entries(), [("A01", "Typhoid fever", None)])
self.codelist.update_term("A01", "Term 2")
self.assertEqual(self.codelist.entries(), [("A01", "Term 2", None)])
def test_update_term_doesnt_exist(self):
self.codelist.add_entry("A01", None)
self.assertEqual(self.codelist.entries(), [("A01", None, None)])
with self.assertRaises(ValueError) as e:
self.codelist.update_term("A01", "Term 2")
self.assertEqual(str(e.exception), "Term for entry with code A01 does not exist. Please use add term instead.")
def test_remove_term(self):
self.codelist.add_entry("A01", "Typhoid fever", "Comment 1")
self.assertEqual(self.codelist.entries(), [("A01", "Typhoid fever", "Comment 1")])
self.codelist.remove_term("A01")
self.assertEqual(self.codelist.entries(), [("A01", None, "Comment 1")])
def test_remove_term_doesnt_exist(self):
self.codelist.add_entry("A01", None, "Comment 1")
self.assertEqual(self.codelist.entries(), [("A01", None, "Comment 1")])
with self.assertRaises(ValueError) as e:
self.codelist.remove_term("A01")
self.assertEqual(str(e.exception), "Term for entry with code A01 does not exist. Unable to remove term.")
class TestCodeListValidation(unittest.TestCase):
def test_validate_icd10(self):
codelist = CodeList(
name="Test Codelist",
codelist_type="ICD10",
source="Manually created",
)
codelist.add_entry("A02", "Salmonella infections")
codelist.validate_codes()
codelist.add_entry("INVALID_CODE", "Invalid code")
with self.assertRaises(ValueError) as e:
codelist.validate_codes()
self.assertIn("Code INVALID_CODE is an invalid length", str(e.exception))
def test_validate_snomed(self):
codelist = CodeList(
name="Test SNOMED",
codelist_type="SNOMED",
source="Manually created",
)
codelist.add_entry("123456", "Valid SNOMED")
codelist.add_entry("12345678", "Valid SNOMED")
codelist.validate_codes()
codelist.add_entry("11", "Invalid SNOMED")
with self.assertRaises(ValueError) as e:
codelist.validate_codes()
self.assertIn("Code 11 is an invalid length for type SNOMED", str(e.exception))
def test_truncate_icd10_to_3_digits_first(self):
codelist = CodeList(
name="Test Codelist",
codelist_type="ICD10",
source="Manually created",
)
# codelist of various lengths
codelist.add_entry("A01.1", "Typhoid fever, intestinal more complex")
codelist.add_entry("A01", "Typhoid fever, intestinal")
codelist.add_entry("A02", "Salmonella infections")
codelist.add_entry("A0311", "Random infections, unspecified")
codelist.truncate_to_3_digits(term_management="first")
## May be in different order so test entries to account for that
self.assertEqual(len(codelist.entries()), 3)
self.assertIn(("A01", "Typhoid fever, intestinal", None), codelist.entries())
self.assertIn(("A02", "Salmonella infections", None), codelist.entries())
self.assertIn(("A03", "Random infections, unspecified", "A0311 truncated to 3 digits, term first encountered"), codelist.entries())
def test_truncate_icd10_to_3_digits_drop_term(self):
codelist = CodeList(
name="Test Codelist",
codelist_type="ICD10",
source="Manually created",
)
# codelist of various lengths
codelist.add_entry("A01.1", "Typhoid fever, intestinal more complex")
codelist.add_entry("A01", "Typhoid fever, intestinal")
codelist.add_entry("A02", "Salmonella infections")
codelist.add_entry("A0311", "Random infections, unspecified")
codelist.truncate_to_3_digits(term_management="drop_term")
## May be in different order so test entries to account for that
self.assertEqual(len(codelist.entries()), 3)
self.assertIn(("A01", "Typhoid fever, intestinal", None), codelist.entries())
self.assertIn(("A02", "Salmonella infections", None), codelist.entries())
self.assertIn(("A03", None, "Truncated to 3 digits, term discarded"), codelist.entries())
def test_invalid_term_management_arg_for_truncate(self):
codelist = CodeList(
name="Test Codelist",
codelist_type="ICD10",
source="Manually created",
)
codelist.add_entry("A01.1", "Typhoid fever, intestinal more complex")
with self.assertRaises(ValueError) as e:
codelist.truncate_to_3_digits(term_management="invalid")
self.assertEqual(str(e.exception), "invalid is not known. Valid values are 'first', 'drop_term'")
def test_cannot_truncate_snomed(self):
codelist = CodeList(
name="Test SNOMED Codelist",
codelist_type="SNOMED",
source="Manually created",
)
codelist.add_entry("123456", "Valid SNOMED")
with self.assertRaises(ValueError) as e:
codelist.truncate_to_3_digits(term_management="first")
self.assertEqual(str(e.exception), "SNOMED cannot be truncated to 3 digits.")
def test_x_code_added_icd10(self):
codelist = CodeList(
name="Test Codelist",
codelist_type="ICD10",
source="Manually created",
)
codelist.add_entry("A01", "Typhoid fever")
self.assertEqual(codelist.entries(), [("A01", "Typhoid fever", None)])
codelist.add_x_codes()
self.assertIn(("A01X", "Typhoid fever", None), codelist.entries())
def test_x_code_not_added_snomed(self):
codelist = CodeList(
name="Test SNOMED",
codelist_type="SNOMED",
source="Manually created",
)
codelist.add_entry("123456", "Valid SNOMED")
self.assertEqual(codelist.entries(), [("123456", "Valid SNOMED", None)])
with self.assertRaises(ValueError) as e:
codelist.add_x_codes()
self.assertEqual(str(e.exception), "SNOMED cannot be transformed by having X added to the end of it")
def test_validate_codes_with_custom_regex(self):
codelist = CodeList(
name="Test Codelist",
codelist_type="ICD10",
source="Manually created",
)
codelist.add_entry("A11", "Valid test code")
codelist.validate_codes("^A")
codelist.add_entry("B112", "Invalid test code")
with self.assertRaises(ValueError) as e:
codelist.validate_codes("^A")
self.assertIn("Code B112 contents is invalid for type ICD10. Reason: Code does not match the custom regex pattern", str(e.exception))
if __name__ == '__main__':
unittest.main()