def create_evaluation(project, workflow, evaluation=None):
"""The basic method for creating an evaluation (evaluating a workflow).
"""
output_dictionary = {}
database = project
if type(database) in [dict, OrderedDict]:
database = database['database']
if type(workflow) not in [dict, OrderedDict]:
workflow = workflow_processor.get_workflow(database, workflow_name=workflow)
structure = workflow_processor.get_workflow_structure_name(workflow)
template = workflow_processor.get_workflow_template(database, structure)
record = prepare_evaluation_record(template)
evaluation_maker = evaluation_model.make_evaluation_closure(workflow, template)
evaluation = evaluation_maker(evaluation)
evaluation = evaluation_dao.add_evaluation(database, evaluation)
ordered_functions = get_ordered_evaluation_functions(project, workflow)
record_translator = get_record_translator(ordered_functions)
prepared_functions = get_prepared_evaluation_functions(project, workflow, ordered_functions)
evaluation_functions = []
for function in prepared_functions:
if has_inputs(function):
function = update_function_inputs(project, workflow, function, record, output_dictionary)
result = language_processor.route_function(project, function)
function['output'] = function['hold_output']
if validate_data_targets(function, result['output']):
record = update_evaluation_record(record, result['output'],
record_translator[function['order']])
output_dictionary = update_function_output_dictionary(function, result['output'], output_dictionary)
evaluation_functions.append(evaluation_model.make_evaluation_function(function, result['info']))
evaluation = evaluation_model.update_evaluation_functions(evaluation, evaluation_functions)
record = mars.record.add_new_record(database, template, record)
evaluation = evaluation_model.update_evaluation_record(evaluation, record)
evaluation = evaluation_dao.update_evaluation(database, evaluation,
changes=['functions', 'record', 'info'])
return evaluation
def test_named_evaluation_workflow(project):
"""Tests creating evaluations of a workflow that uses a named evaluation of a workflow.
"""
test_workflow = workflow_processor.get_workflow(project, workflow_name='test_named_evaluation')
num_times = 10
evaluations = evaluation_test.test_make_evaluations(project, test_workflow, count=num_times,)
print('Evaluations: ')
print(evaluations)
print('')
print('')
print('Getting the records for the evaluations: ')
records = evaluation_test.test_get_evaluation_records(project, evaluations)
print('Records: ')
print(records)
print('')
print('')
def test_named_evaluation_workflow(harness):
"""Tests creating evaluations of a workflow that uses a named evaluation of a workflow.
"""
test_workflow = workflow_processor.get_workflow(harness, workflow_name='test_named_evaluation')
num_times = 10
evaluations = evaluation_test.test_make_evaluations(harness, test_workflow, count=num_times)
print 'Evaluations: '
print evaluations
print ''
print ''
print 'Getting the records for the evaluations: '
records = evaluation_test.test_get_evaluation_records(harness, evaluations)
print 'Records: '
print records
print ''
print ''
def test_custom_structure_workflow(project):
"""Tests creating evaluations of a workflow that uses a named evaluation of a workflow.
"""
test_workflow = workflow_processor.get_workflow(project, workflow_name='get_coordinate_multiple')
num_times = 10
evaluations = evaluation_test.test_make_evaluations(project, test_workflow, count=num_times)
print('Evaluations: ')
print(evaluations)
print('')
print('')
print('Getting the records for the evaluations: ')
records = evaluation_test.test_get_evaluation_records(project, evaluations)
print('Records: ')
print(records)
print('')
print('')
return records
def test_custom_structure_workflow(harness):
"""Tests creating evaluations of a workflow that uses a named evaluation of a workflow.
"""
test_workflow = workflow_processor.get_workflow(harness, workflow_name='get_coordinate_multiple')
num_times = 10
evaluations = evaluation_test.test_make_evaluations(harness, test_workflow, count=num_times)
print 'Evaluations: '
print evaluations
print ''
print ''
print 'Getting the records for the evaluations: '
records = evaluation_test.test_get_evaluation_records(harness, evaluations)
print 'Records: '
print records
print ''
print ''
return records
def test_get_workflow(project, workflow_name):
"""Gets a workflow by the name and project.
"""
return workflow_processor.get_workflow(project, workflow_name=workflow_name)
def test_get_workflow(harness, workflow_name):
"""Gets a workflow by the name and harness.
"""
return workflow_processor.get_workflow(harness, workflow_name=workflow_name)