50 lines
2.0 KiB
Python
50 lines
2.0 KiB
Python
# Copyright 2018 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
|
|
|
|
from kfp.deprecated.dsl import graph_component
|
|
from kfp.deprecated.dsl import Pipeline
|
|
from kfp.deprecated.dsl import PipelineParam
|
|
import kfp.deprecated.dsl as dsl
|
|
|
|
|
|
@unittest.skip("deprecated")
|
|
class TestGraphComponent(unittest.TestCase):
|
|
|
|
def test_graphcomponent_basic(self):
|
|
"""Test graph_component decorator metadata."""
|
|
|
|
@graph_component
|
|
def flip_component(flip_result):
|
|
with dsl.Condition(flip_result == 'heads'):
|
|
flip_component(flip_result)
|
|
|
|
with Pipeline('pipeline') as p:
|
|
param = PipelineParam(name='param')
|
|
flip_component(param)
|
|
self.assertEqual(1, len(p.groups))
|
|
self.assertEqual(1, len(p.groups[0].groups)) # pipeline
|
|
self.assertEqual(1, len(
|
|
p.groups[0].groups[0].groups)) # flip_component
|
|
self.assertEqual(1, len(
|
|
p.groups[0].groups[0].groups[0].groups)) # condition
|
|
self.assertEqual(0,
|
|
len(p.groups[0].groups[0].groups[0].groups[0]
|
|
.groups)) # recursive flip_component
|
|
recursive_group = p.groups[0].groups[0].groups[0].groups[0]
|
|
self.assertTrue(recursive_group.recursive_ref is not None)
|
|
self.assertEqual(1, len(recursive_group.inputs))
|
|
self.assertEqual('param', recursive_group.inputs[0].name)
|