pipelines/samples/test/reused_component_test.py

47 lines
1.5 KiB
Python

# Copyright 2021 The Kubeflow Authors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import unittest
import kfp.deprecated as kfp
from .reused_component import my_pipeline
from kfp.samples.test.utils import run_pipeline_func, TestCase, KfpMlmdClient
def verify(run, mlmd_connection_config, **kwargs):
t = unittest.TestCase()
t.maxDiff = None # we always want to see full diff
t.assertEqual(run.status, 'Succeeded')
client = KfpMlmdClient(mlmd_connection_config=mlmd_connection_config)
tasks = client.get_tasks(run_id=run.id)
t.assertEqual(17, tasks['add-3'].outputs.parameters['sum'],
'add result should be 17')
run_pipeline_func([
# Cannot test V2_ENGINE and V1_LEGACY using the same code.
# V2_ENGINE requires importing everything from v2 namespace.
# TestCase(
# pipeline_func=my_pipeline,
# verify_func=verify,
# mode=kfp.dsl.PipelineExecutionMode.V2_ENGINE
# ),
TestCase(
pipeline_func=my_pipeline,
mode=kfp.dsl.PipelineExecutionMode.V1_LEGACY,
),
])