Files
deb-python-taskflow/taskflow/tests/unit/test_graph_flow.py
2013-05-21 16:53:12 -07:00

208 lines
7.5 KiB
Python

# -*- coding: utf-8 -*-
# vim: tabstop=4 shiftwidth=4 softtabstop=4
# Copyright (C) 2012 Yahoo! Inc. All Rights Reserved.
#
# 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 collections
import unittest
from taskflow import exceptions as excp
from taskflow import states
from taskflow import task
from taskflow import wrappers
from taskflow.patterns import graph_flow as gw
def null_functor(*_args, **_kwargs):
return None
class ProvidesRequiresTask(task.Task):
def __init__(self, name, provides, requires):
super(ProvidesRequiresTask, self).__init__(name)
self._provides = provides
self._requires = requires
def requires(self):
return self._requires
def provides(self):
return self._provides
def apply(self, context, *_args, **kwargs):
outs = {
'__inputs__': dict(kwargs),
}
context['__order__'].append(self.name)
for v in self.provides():
outs[v] = True
return outs
class GraphFlowTest(unittest.TestCase):
def test_reverting_flow(self):
flo = gw.Flow("test-flow")
reverted = []
def run1(context): # pylint: disable=W0613
return {
'a': 1,
}
def run1_revert(context, result, cause): # pylint: disable=W0613
reverted.append('run1')
self.assertEquals(states.REVERTING, cause.flow.state)
self.assertEquals(result, {'a': 1})
def run2(context, a): # pylint: disable=W0613,C0103
raise Exception('Dead')
flo.add(wrappers.FunctorTask(None, run1, run1_revert,
provides_what=['a'],
extract_requires=True))
flo.add(wrappers.FunctorTask(None, run2, null_functor,
provides_what=['c'],
extract_requires=True))
self.assertEquals(states.PENDING, flo.state)
self.assertRaises(Exception, flo.run, {})
self.assertEquals(states.FAILURE, flo.state)
self.assertEquals(['run1'], reverted)
def test_no_requires_provider(self):
flo = gw.Flow("test-flow")
flo.add(ProvidesRequiresTask('test1',
provides=['a', 'b'],
requires=['c', 'd']))
self.assertEquals(states.PENDING, flo.state)
self.assertRaises(excp.InvalidStateException, flo.run, {})
self.assertEquals(states.FAILURE, flo.state)
def test_looping_flow(self):
flo = gw.Flow("test-flow")
flo.add(ProvidesRequiresTask('test1',
provides=['a', 'b'],
requires=['c', 'd', 'e']))
flo.add(ProvidesRequiresTask('test2',
provides=['c', 'd', 'e'],
requires=['a', 'b']))
ctx = collections.defaultdict(list)
self.assertEquals(states.PENDING, flo.state)
self.assertRaises(excp.InvalidStateException, flo.run, ctx)
self.assertEquals(states.FAILURE, flo.state)
def test_complicated_inputs_outputs(self):
flo = gw.Flow("test-flow")
flo.add(ProvidesRequiresTask('test1',
provides=['a', 'b'],
requires=['c', 'd', 'e']))
flo.add(ProvidesRequiresTask('test2',
provides=['c', 'd', 'e'],
requires=[]))
flo.add(ProvidesRequiresTask('test3',
provides=['c', 'd'],
requires=[]))
flo.add(ProvidesRequiresTask('test4',
provides=['z'],
requires=['a', 'b', 'c', 'd', 'e']))
flo.add(ProvidesRequiresTask('test5',
provides=['y'],
requires=['z']))
flo.add(ProvidesRequiresTask('test6',
provides=[],
requires=['y']))
self.assertEquals(states.PENDING, flo.state)
ctx = collections.defaultdict(list)
flo.run(ctx)
self.assertEquals(states.SUCCESS, flo.state)
run_order = ctx['__order__']
# Order isn't deterministic so that's why we sort it
self.assertEquals(['test2', 'test3'], sorted(run_order[0:2]))
# This order is deterministic
self.assertEquals(['test1', 'test4', 'test5', 'test6'], run_order[2:])
def test_connect_requirement_failure(self):
def run1(context): # pylint: disable=W0613
return {
'a': 1,
}
def run2(context, b, c, d): # pylint: disable=W0613,C0103
return None
flo = gw.Flow("test-flow")
flo.add(wrappers.FunctorTask(None, run1, null_functor,
provides_what=['a'],
extract_requires=True))
flo.add(wrappers.FunctorTask(None, run2, null_functor,
extract_requires=True))
self.assertRaises(excp.InvalidStateException, flo.connect)
self.assertRaises(excp.InvalidStateException, flo.run, {})
self.assertRaises(excp.InvalidStateException, flo.order)
def test_happy_flow(self):
flo = gw.Flow("test-flow")
run_order = []
f_args = {}
def run1(context): # pylint: disable=W0613,C0103
run_order.append('ran1')
return {
'a': 1,
}
def run2(context, a): # pylint: disable=W0613,C0103
run_order.append('ran2')
return {
'c': 3,
}
def run3(context, a): # pylint: disable=W0613,C0103
run_order.append('ran3')
return {
'b': 2,
}
def run4(context, b, c): # pylint: disable=W0613,C0103
run_order.append('ran4')
f_args['b'] = b
f_args['c'] = c
flo.add(wrappers.FunctorTask(None, run1, null_functor,
provides_what=['a'],
extract_requires=True))
flo.add(wrappers.FunctorTask(None, run2, null_functor,
provides_what=['c'],
extract_requires=True))
flo.add(wrappers.FunctorTask(None, run3, null_functor,
provides_what=['b'],
extract_requires=True))
flo.add(wrappers.FunctorTask(None, run4, null_functor,
extract_requires=True))
flo.run({})
self.assertEquals(['ran1', 'ran2', 'ran3', 'ran4'], sorted(run_order))
self.assertEquals('ran1', run_order[0])
self.assertEquals('ran4', run_order[-1])
self.assertEquals({'b': 2, 'c': 3}, f_args)