134 lines
5.4 KiB
Python
134 lines
5.4 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 Condition
|
|
from kfp.deprecated.dsl import ContainerOp
|
|
from kfp.deprecated.dsl import ExitHandler
|
|
from kfp.deprecated.dsl import OpsGroup
|
|
from kfp.deprecated.dsl import Pipeline
|
|
import kfp.deprecated.dsl as dsl
|
|
|
|
|
|
class TestOpsGroup(unittest.TestCase):
|
|
|
|
def test_basic(self):
|
|
"""Test basic usage."""
|
|
with Pipeline('somename') as p:
|
|
self.assertEqual(1, len(p.groups))
|
|
with OpsGroup(group_type='exit_handler'):
|
|
op1 = ContainerOp(name='op1', image='image')
|
|
with OpsGroup(group_type='branch'):
|
|
op2 = ContainerOp(name='op2', image='image')
|
|
op3 = ContainerOp(name='op3', image='image')
|
|
with OpsGroup(group_type='loop'):
|
|
op4 = ContainerOp(name='op4', image='image')
|
|
|
|
self.assertEqual(1, len(p.groups))
|
|
self.assertEqual(1, len(p.groups[0].groups))
|
|
exit_handler_group = p.groups[0].groups[0]
|
|
self.assertEqual('exit_handler', exit_handler_group.type)
|
|
self.assertEqual(2, len(exit_handler_group.groups))
|
|
self.assertEqual(1, len(exit_handler_group.ops))
|
|
self.assertEqual('op1', exit_handler_group.ops[0].name)
|
|
|
|
branch_group = exit_handler_group.groups[0]
|
|
self.assertFalse(branch_group.groups)
|
|
self.assertCountEqual([x.name for x in branch_group.ops],
|
|
['op2', 'op3'])
|
|
|
|
loop_group = exit_handler_group.groups[1]
|
|
self.assertFalse(loop_group.groups)
|
|
self.assertCountEqual([x.name for x in loop_group.ops], ['op4'])
|
|
|
|
def test_basic_recursive_opsgroups(self):
|
|
"""Test recursive opsgroups."""
|
|
with Pipeline('somename') as p:
|
|
self.assertEqual(1, len(p.groups))
|
|
|
|
# When a graph opsgraph is called.
|
|
graph_ops_group_one = dsl._ops_group.Graph('hello')
|
|
graph_ops_group_one.__enter__()
|
|
self.assertFalse(graph_ops_group_one.recursive_ref)
|
|
self.assertEqual('graph-hello-1', graph_ops_group_one.name)
|
|
|
|
# Another graph opsgraph is called with the same name
|
|
# when the previous graph opsgraphs is not finished.
|
|
graph_ops_group_two = dsl._ops_group.Graph('hello')
|
|
graph_ops_group_two.__enter__()
|
|
self.assertTrue(graph_ops_group_two.recursive_ref)
|
|
self.assertEqual(graph_ops_group_one,
|
|
graph_ops_group_two.recursive_ref)
|
|
|
|
def test_recursive_opsgroups_with_prefix_names(self):
|
|
"""Test recursive opsgroups."""
|
|
with Pipeline('somename') as p:
|
|
self.assertEqual(1, len(p.groups))
|
|
|
|
# When a graph opsgraph is called.
|
|
graph_ops_group_one = dsl._ops_group.Graph('foo_bar')
|
|
graph_ops_group_one.__enter__()
|
|
self.assertFalse(graph_ops_group_one.recursive_ref)
|
|
self.assertEqual('graph-foo-bar-1', graph_ops_group_one.name)
|
|
|
|
# Another graph opsgraph is called with the name as the prefix of the ops_group_one
|
|
# when the previous graph opsgraphs is not finished.
|
|
graph_ops_group_two = dsl._ops_group.Graph('foo')
|
|
graph_ops_group_two.__enter__()
|
|
self.assertFalse(graph_ops_group_two.recursive_ref)
|
|
|
|
|
|
class TestExitHandler(unittest.TestCase):
|
|
|
|
def test_basic(self):
|
|
"""Test basic usage."""
|
|
with Pipeline('somename') as p:
|
|
exit_op = ContainerOp(name='exit', image='image')
|
|
with ExitHandler(exit_op=exit_op):
|
|
op1 = ContainerOp(name='op1', image='image')
|
|
|
|
exit_handler = p.groups[0].groups[0]
|
|
self.assertEqual('exit_handler', exit_handler.type)
|
|
self.assertEqual('exit', exit_handler.exit_op.name)
|
|
self.assertEqual(1, len(exit_handler.ops))
|
|
self.assertEqual('op1', exit_handler.ops[0].name)
|
|
|
|
def test_invalid_exit_op(self):
|
|
with self.assertRaises(ValueError):
|
|
with Pipeline('somename') as p:
|
|
op1 = ContainerOp(name='op1', image='image')
|
|
exit_op = ContainerOp(name='exit', image='image')
|
|
exit_op.after(op1)
|
|
with ExitHandler(exit_op=exit_op):
|
|
pass
|
|
|
|
|
|
class TestConditionOp(unittest.TestCase):
|
|
|
|
def test_basic(self):
|
|
with Pipeline('somename') as p:
|
|
param1 = 'pizza'
|
|
condition1 = Condition(param1 == 'pizza')
|
|
self.assertEqual(condition1.name, None)
|
|
with condition1:
|
|
pass
|
|
self.assertEqual(condition1.name, 'condition-1')
|
|
|
|
condition2 = Condition(param1 == 'pizza', '[param1 is pizza]')
|
|
self.assertEqual(condition2.name, '[param1 is pizza]')
|
|
with condition2:
|
|
pass
|
|
self.assertEqual(condition2.name, 'condition-[param1 is pizza]-2')
|