def test_build_pipeline(self):
expected_pipeline = PipeLine(self.pipeline_name)
expected_pipeline.add_job(read_eq_catalog)
expected_pipeline.add_job(create_catalog_matrix)
expected_pipeline.add_job(gardner_knopoff)
self.assertEqual(expected_pipeline,
self.pipeline_builder.build(self.context.config))
def test_build_pipeline_preprocessing_jobs_undefined(self):
self.context_preprocessing.config['preprocessing_jobs'] = None
expected_preprocessing_pipeline = PipeLine()
expected_preprocessing_pipeline.add_job(read_eq_catalog)
expected_preprocessing_pipeline.add_job(read_source_model)
expected_preprocessing_pipeline.add_job(create_catalog_matrix)
expected_preprocessing_pipeline.add_job(create_default_values)
expected_preprocessing_pipeline.add_job(
retrieve_completeness_table)
pprocessing_built_pipeline = self.preprocessing_builder.build(
self.context_preprocessing.config)
self.assertEqual(expected_preprocessing_pipeline,
pprocessing_built_pipeline)
def setUp(self):
def square_job(context):
value = context.number
context.number = value * value
def double_job(context):
value = context.number
context.number = 2 * value
self.square_job = square_job
self.double_job = double_job
self.pipeline_name = 'square pipeline'
self.pipeline = PipeLine(self.pipeline_name)
self.context = Context(get_data_path('config.yml', DATA_DIR))
self.context.number = 2
def setUp(self):
def square_job(context):
value = context.number
context.number = value * value
def double_job(context):
value = context.number
context.number = 2 * value
self.square_job = square_job
self.double_job = double_job
self.pipeline = PipeLine()
self.context_preprocessing = Context(
get_data_path('config_preprocessing.yml', DATA_DIR))
self.context_preprocessing.number = 2
class PipeLineTestCase(unittest.TestCase):
def setUp(self):
def square_job(context):
value = context.number
context.number = value * value
def double_job(context):
value = context.number
context.number = 2 * value
self.square_job = square_job
self.double_job = double_job
self.pipeline_name = 'square pipeline'
self.pipeline = PipeLine(self.pipeline_name)
self.context = Context(get_data_path('config.yml', DATA_DIR))
self.context.number = 2
def test_run_jobs(self):
self.pipeline.add_job(self.square_job)
self.pipeline.add_job(self.double_job)
self.pipeline.run(self.context)
self.assertEqual(8, self.context.number)
# Change jobs order
self.pipeline.jobs.reverse()
# Reset context to a base value
self.context.number = 2
self.pipeline.run(self.context)
self.assertEqual(16, self.context.number)
def test_workflow_execute_pipelines(self):
context = Context()
context.config['apply_processing_jobs'] = True
context.sm_definitions = None
pipeline_preprocessing = PipeLine(None)
pipeline_preprocessing.run = Mock()
pipeline_processing = PipeLine(None)
pipeline_processing.run = Mock()
workflow = Workflow(pipeline_preprocessing, pipeline_processing)
# Mocking a generator method
sm_filter = MagicMock()
sm_filter.filter_eqs.return_value.__iter__.return_value = \
iter([(dict(a=1), [1]), ((dict(b=2), [2]))])
workflow.start(context, sm_filter)
self.assertTrue(workflow.preprocessing_pipeline.run.called)
self.assertTrue(sm_filter.filter_eqs.called)
self.assertTrue(pipeline_processing.run.called)
self.assertEqual(2, pipeline_processing.run.call_count)
def test_build_pipeline_source_model_undefined(self):
self.context_preprocessing.config['source_model_file'] = None
expected_preprocessing_pipeline = PipeLine()
expected_preprocessing_pipeline.add_job(read_eq_catalog)
expected_preprocessing_pipeline.add_job(create_default_source_model)
expected_preprocessing_pipeline.add_job(create_catalog_matrix)
expected_preprocessing_pipeline.add_job(create_default_values)
expected_preprocessing_pipeline.add_job(gardner_knopoff)
expected_preprocessing_pipeline.add_job(stepp)
expected_preprocessing_pipeline.add_job(create_selected_eq_vector)
expected_preprocessing_pipeline.add_job(store_preprocessed_catalog)
expected_preprocessing_pipeline.add_job(
store_completeness_table)
pprocessing_built_pipeline = self.preprocessing_builder.build(
self.context_preprocessing.config)
self.assertEqual(expected_preprocessing_pipeline,
pprocessing_built_pipeline)
def test_build_pipeline(self):
# Two different kinds of pipeline can be built:
# preprocessing and processing pipeline
expected_preprocessing_pipeline = PipeLine()
expected_preprocessing_pipeline.add_job(read_eq_catalog)
expected_preprocessing_pipeline.add_job(read_source_model)
expected_preprocessing_pipeline.add_job(create_catalog_matrix)
expected_preprocessing_pipeline.add_job(create_default_values)
expected_preprocessing_pipeline.add_job(gardner_knopoff)
expected_preprocessing_pipeline.add_job(stepp)
expected_preprocessing_pipeline.add_job(create_selected_eq_vector)
expected_preprocessing_pipeline.add_job(store_preprocessed_catalog)
expected_preprocessing_pipeline.add_job(
store_completeness_table)
expected_processing_pipeline = PipeLine()
expected_processing_pipeline.add_job(recurrence)
pprocessing_built_pipeline = self.preprocessing_builder.build(
self.context_preprocessing.config)
processing_built_pipeline = self.processing_builder.build(
self.context_processing.config)
self.assertEqual(expected_preprocessing_pipeline,
pprocessing_built_pipeline)
self.assertEqual(expected_processing_pipeline,
processing_built_pipeline)