pipelines/samples/core/condition/condition_test.py

67 lines
2.4 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.
from __future__ import annotations
import unittest
import kfp.deprecated as kfp
import kfp_server_api
from ml_metadata.proto import Execution
from .condition import condition
from .condition_v2 import condition as condition_v2
from kfp.samples.test.utils import KfpTask, debug_verify, run_pipeline_func, TestCase
def verify_heads(t: unittest.TestCase, run: kfp_server_api.ApiRun,
tasks: dict[str, KfpTask], **kwargs):
t.assertEqual(run.status, 'Succeeded')
t.assertCountEqual(['print-msg', 'condition-1', 'flip-coin'], tasks.keys())
t.assertCountEqual(['print-msg-2', 'print-msg-3', 'flip-coin-2'],
tasks['condition-1'].children.keys())
def verify_tails(t: unittest.TestCase, run: kfp_server_api.ApiRun,
tasks: dict[str, KfpTask], **kwargs):
t.assertEqual(run.status, 'Succeeded')
t.assertCountEqual(['print-msg', 'condition-1', 'flip-coin'], tasks.keys())
t.assertIsNone(tasks['condition-1'].children)
# MLMD canceled state means NotTriggered state for KFP.
t.assertEqual(Execution.State.CANCELED, tasks['condition-1'].state)
run_pipeline_func([
TestCase(
pipeline_func=condition_v2,
mode=kfp.dsl.PipelineExecutionMode.V2_ENGINE,
arguments={"force_flip_result": "heads"},
verify_func=verify_heads,
),
TestCase(
pipeline_func=condition_v2,
mode=kfp.dsl.PipelineExecutionMode.V2_ENGINE,
arguments={"force_flip_result": "tails"},
verify_func=verify_tails,
),
TestCase(
pipeline_func=condition,
mode=kfp.dsl.PipelineExecutionMode.V1_LEGACY,
arguments={"force_flip_result": "heads"},
),
TestCase(
pipeline_func=condition,
mode=kfp.dsl.PipelineExecutionMode.V1_LEGACY,
arguments={"force_flip_result": "tails"},
),
])