import logging import os import sys logging.basicConfig(level=logging.ERROR) top_dir = os.path.abspath(os.path.join(os.path.dirname(__file__), os.pardir, os.pardir)) sys.path.insert(0, top_dir) import taskflow.engines from taskflow.patterns import linear_flow as lf from taskflow import task # In this example LinearFlow is used to group four tasks to # calculate value. Added task is used twice. In the first case # it uses default parameters ('x' and 'y') and in the second one # arguments are binding with 'z' and 'd' keys from engine storage. # Multiplier task uses binding too, but explicitly shows that 'z' # parameter is binded with 'a' key from engine storage. class Provider(task.Task): def __init__(self, name, *args, **kwargs): super(Provider, self).__init__(name=name, **kwargs) self._provide = args def execute(self): return self._provide class Adder(task.Task): def __init__(self, name, provides=None, rebind=None): super(Adder, self).__init__(name=name, provides=provides, rebind=rebind) def execute(self, x, y): return x + y class Multiplier(task.Task): def __init__(self, name, multiplier, provides=None, rebind=None): super(Multiplier, self).__init__(name=name, provides=provides, rebind=rebind) self._multiplier = multiplier def execute(self, z): return z * self._multiplier flow = lf.Flow('root').add( # x = 2, y = 3, d = 5 Provider("provide-adder", 2, 3, 5, provides=('x', 'y', 'd')), # z = x+y = 5 Adder("add-1", provides='z'), # a = z+d = 10 Adder("add-2", provides='a', rebind=['z', 'd']), # r = a*3 = 30 Multiplier("multi", 3, provides='r', rebind={'z': 'a'}) ) results = taskflow.engines.run(flow) print results