cr-connect-workflow/tests/test_workflow_service.py
Dan Funk 2699f5c65c Refactor the stats models, and assure they are very correct across all tests with the workflow api.
I noticed we were saving the workflow every time we loaded it up, rather than only when we were making changes to it.  Refactored this to be a little more careful.
Centralized the saving of the workflow into one location in the processor, so we can make sure we update all the details about that workflow every time we save.
The workflow service has a method that will log any task action taken in a consistent way.
The stats models were removed from the API completely.  Will wait for a use case for dealing with this later.
2020-05-04 10:57:09 -04:00

172 lines
8.9 KiB
Python

from crc import session
from crc.models.file import FileDataModel, FileModel, LookupFileModel, LookupDataModel
from crc.services.file_service import FileService
from crc.services.workflow_processor import WorkflowProcessor
from crc.services.workflow_service import WorkflowService
from tests.base_test import BaseTest
class TestWorkflowService(BaseTest):
def test_documentation_processing_handles_replacements(self):
self.load_example_data()
workflow = self.create_workflow('random_fact')
processor = WorkflowProcessor(workflow)
processor.do_engine_steps()
task = processor.next_task()
task.task_spec.documentation = "Some simple docs"
docs = WorkflowService._process_documentation(task)
self.assertEqual("Some simple docs", docs)
task.data = {"replace_me": "new_thing"}
task.task_spec.documentation = "{{replace_me}}"
docs = WorkflowService._process_documentation(task)
self.assertEqual("new_thing", docs)
documentation = """
# Bigger Test
* bullet one
* bullet two has {{replace_me}}
# other stuff.
"""
expected = """
# Bigger Test
* bullet one
* bullet two has new_thing
# other stuff.
"""
task.task_spec.documentation = documentation
result = WorkflowService._process_documentation(task)
self.assertEqual(expected, result)
def test_documentation_processing_handles_conditionals(self):
self.load_example_data()
workflow = self.create_workflow('random_fact')
processor = WorkflowProcessor(workflow)
processor.do_engine_steps()
task = processor.next_task()
task.task_spec.documentation = "This test {% if works == 'yes' %}works{% endif %}"
docs = WorkflowService._process_documentation(task)
self.assertEqual("This test ", docs)
task.data = {"works": 'yes'}
docs = WorkflowService._process_documentation(task)
self.assertEqual("This test works", docs)
def test_enum_options_from_file(self):
self.load_example_data()
workflow = self.create_workflow('enum_options_from_file')
processor = WorkflowProcessor(workflow)
processor.do_engine_steps()
task = processor.next_task()
WorkflowService.process_options(task, task.task_spec.form.fields[0])
options = task.task_spec.form.fields[0].options
self.assertEquals(19, len(options))
self.assertEquals('1000', options[0]['id'])
self.assertEquals("UVA - INTERNAL - GM USE ONLY", options[0]['name'])
def test_create_lookup_file(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()
WorkflowService._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]
self.assertIsNotNone(lookup_record)
self.assertEquals("CUSTOMER_NUMBER", lookup_record.value_column)
self.assertEquals("CUSTOMER_NAME", lookup_record.label_column)
self.assertEquals("CUSTOMER_NAME", lookup_record.label_column)
lookup_data = session.query(LookupDataModel).filter(LookupDataModel.lookup_file_model == lookup_record).all()
self.assertEquals(19, len(lookup_data))
self.assertEquals("1000", lookup_data[0].value)
self.assertEquals("UVA - INTERNAL - GM USE ONLY", lookup_data[0].label)
# search_results = session.query(LookupDataModel).\
# filter(LookupDataModel.lookup_file_model_id == lookup_record.id).\
# filter(LookupDataModel.__ts_vector__.op('@@')(func.plainto_tsquery('INTERNAL'))).all()
search_results = LookupDataModel.query.filter(LookupDataModel.label.match("INTERNAL")).all()
self.assertEquals(1, len(search_results))
search_results = LookupDataModel.query.filter(LookupDataModel.label.match("internal")).all()
self.assertEquals(1, len(search_results))
# This query finds results where a word starts with "bio"
search_results = LookupDataModel.query.filter(LookupDataModel.label.match("bio:*")).all()
self.assertEquals(2, len(search_results))
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()
WorkflowService._get_lookup_table_from_data_model(file_data_model, "CUSTOMER_NUMBER", "CUSTOMER_NAME")
WorkflowService._get_lookup_table_from_data_model(file_data_model, "CUSTOMER_NUMBER", "CUSTOMER_NAME")
WorkflowService._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.
WorkflowService._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()
file_data_model = session.query(FileDataModel).filter(FileDataModel.file_model == file_model).first()
lookup_table = WorkflowService._get_lookup_table_from_data_model(file_data_model, "CUSTOMER_NUMBER", "CUSTOMER_NAME")
lookup_data = session.query(LookupDataModel).filter(LookupDataModel.lookup_file_model == lookup_table).all()
results = WorkflowService.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 = WorkflowService.run_lookup_query(lookup_table, "", limit=10)
self.assertEquals(10, len(results), "Blank queries return everything, to the limit")
results = WorkflowService.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 = WorkflowService.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 = WorkflowService.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 = WorkflowService.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 = WorkflowService.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 = WorkflowService.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 = WorkflowService.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)