cr-connect-workflow/tests/test_lookup_service.py

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from crc import session
from crc.models.file import FileDataModel, FileModel, LookupFileModel, LookupDataModel
from crc.services.file_service import FileService
from crc.services.lookup_service import LookupService
from crc.services.workflow_processor import WorkflowProcessor
from crc.services.workflow_service import WorkflowService
from tests.base_test import BaseTest
class TestLookupService(BaseTest):
def test_create_lookup_file_multiple_times_does_not_update_database(self):
spec = self.load_test_spec('enum_options_from_file')
file_model = session.query(FileModel).filter(FileModel.name == "customer_list.xls").first()
file_data_model = session.query(FileDataModel).filter(FileDataModel.file_model == file_model).first()
LookupService.get_lookup_table_from_data_model(file_data_model, "CUSTOMER_NUMBER", "CUSTOMER_NAME")
LookupService.get_lookup_table_from_data_model(file_data_model, "CUSTOMER_NUMBER", "CUSTOMER_NAME")
LookupService.get_lookup_table_from_data_model(file_data_model, "CUSTOMER_NUMBER", "CUSTOMER_NAME")
lookup_records = session.query(LookupFileModel).all()
self.assertIsNotNone(lookup_records)
self.assertEqual(1, len(lookup_records))
lookup_record = lookup_records[0]
lookup_data = session.query(LookupDataModel).filter(LookupDataModel.lookup_file_model == lookup_record).all()
self.assertEquals(19, len(lookup_data))
# Using the same table with different lookup lable or value, does create additional records.
LookupService.get_lookup_table_from_data_model(file_data_model, "CUSTOMER_NAME", "CUSTOMER_NUMBER")
lookup_records = session.query(LookupFileModel).all()
self.assertIsNotNone(lookup_records)
self.assertEqual(2, len(lookup_records))
FileService.delete_file(file_model.id) ## Assure we can delete the file.
def test_some_full_text_queries(self):
self.load_test_spec('enum_options_from_file')
file_model = session.query(FileModel).filter(FileModel.name == "customer_list.xls").first()
self.assertIsNotNone(file_model)
file_data_model = session.query(FileDataModel).filter(FileDataModel.file_model == file_model).first()
lookup_table = LookupService.get_lookup_table_from_data_model(file_data_model, "CUSTOMER_NUMBER", "CUSTOMER_NAME")
results = LookupService._run_lookup_query(lookup_table, "medicines", limit=10)
self.assertEquals(1, len(results), "words in the middle of label are detected.")
self.assertEquals("The Medicines Company", results[0].label)
results = LookupService._run_lookup_query(lookup_table, "", limit=10)
self.assertEquals(10, len(results), "Blank queries return everything, to the limit")
results = LookupService._run_lookup_query(lookup_table, "UVA", limit=10)
self.assertEquals(1, len(results), "Beginning of label is found.")
self.assertEquals("UVA - INTERNAL - GM USE ONLY", results[0].label)
results = LookupService._run_lookup_query(lookup_table, "uva", limit=10)
self.assertEquals(1, len(results), "case does not matter.")
self.assertEquals("UVA - INTERNAL - GM USE ONLY", results[0].label)
results = LookupService._run_lookup_query(lookup_table, "medici", limit=10)
self.assertEquals(1, len(results), "partial words are picked up.")
self.assertEquals("The Medicines Company", results[0].label)
results = LookupService._run_lookup_query(lookup_table, "Genetics Savings", limit=10)
self.assertEquals(1, len(results), "multiple terms are picked up..")
self.assertEquals("Genetics Savings & Clone, Inc.", results[0].label)
results = LookupService._run_lookup_query(lookup_table, "Genetics Sav", limit=10)
self.assertEquals(1, len(results), "prefix queries still work with partial terms")
self.assertEquals("Genetics Savings & Clone, Inc.", results[0].label)
results = LookupService._run_lookup_query(lookup_table, "Gen Sav", limit=10)
self.assertEquals(1, len(results), "prefix queries still work with ALL the partial terms")
self.assertEquals("Genetics Savings & Clone, Inc.", results[0].label)
results = LookupService._run_lookup_query(lookup_table, "Inc", limit=10)
self.assertEquals(7, len(results), "short terms get multiple correct results.")
self.assertEquals("Genetics Savings & Clone, Inc.", results[0].label)
# Fixme: Stop words are taken into account on the query side, and haven't found a fix yet.
#results = WorkflowService.run_lookup_query(lookup_table.id, "in", limit=10)
#self.assertEquals(7, len(results), "stop words are not removed.")
#self.assertEquals("Genetics Savings & Clone, Inc.", results[0].label)