import logging import os import sys logging.basicConfig(level=logging.ERROR) my_dir_path = os.path.dirname(os.path.abspath(__file__)) sys.path.insert(0, os.path.join(os.path.join(my_dir_path, os.pardir), os.pardir)) from taskflow.patterns import linear_flow as lf from taskflow import task def flow_notify(state, details): print("'%s' entered state: %s" % (details['flow'], state)) def task_notify(state, details): print("'%s' entered state: %s" % (details['runner'], state)) # This class is used to populate requirements that further tasks need to run # by populating those tasks from a dictionary and returning said dictionary # when the flow runs (so that further tasks can use those values). You can # think of this a needed bootstrapping of a flow in a way. class Provider(task.Task): def __init__(self, name, **kwargs): super(Provider, self).__init__(name) self.provides.update(kwargs.keys()) self._provide = kwargs def execute(self, context): return self._provide class Adder(task.Task): def __init__(self, name, x_name, y_name, provides_name): super(Adder, self).__init__(name) self.requires.update([x_name, y_name]) self.provides.update([provides_name]) self._provides_name = provides_name def execute(self, context, **kwargs): return { self._provides_name: sum(kwargs.values()), } class Multiplier(task.Task): def __init__(self, name, z_name, by_how_much): super(Multiplier, self).__init__(name) self.requires.update([z_name]) self._by_how_much = by_how_much self._z_name = z_name def execute(self, context, **kwargs): return kwargs.pop(self._z_name) * self._by_how_much flow = lf.Flow("calc-them") flow.add(Provider("provide-adder", x=2, y=3, d=5)) # Add x + y to produce z (5) flow.add(Adder('add', 'x', 'y', 'z')) # Add z + d to produce a (5 + 5) flow.add(Adder('add', 'z', 'd', 'a')) # Multiple a by 3 (30) multi_uuid = flow.add(Multiplier('multi', 'a', 3)) # Get notified of the state changes the flow is going through. flow.notifier.register('*', flow_notify) # Get notified of the state changes the flows tasks/runners are going through. flow.task_notifier.register('*', task_notify) # Context is typically passed in openstack, it is not needed here. print '-' * 7 print 'Running' print '-' * 7 context = {} flow.run(context) # This will have the last results and the task that produced that result, # but we don't care about the task that produced it and just want the result # itself. print '-' * 11 print 'All results' print '-' * 11 for (uuid, v) in flow.results.items(): print '%s => %s' % (uuid, v) multi_results = flow.results[multi_uuid] print '-' * 15 print "Multiply result" print '-' * 15 print(multi_results) assert multi_results == 30, "Example is broken"