from __future__ import print_function
from theano.sandbox.theano_object import *


RUN_TESTS = False


def run(TF):
    def deco(f):
        if TF and RUN_TESTS:
            print('running test', f.__name__)
            f()
        if RUN_TESTS:
            return f
        else: return None
    return deco


class MyModule(TheanoObject):

    def __init__(self, a=3, b=9):
        super(MyModule, self).__init__()
        self.a = self.symbolic_member(2)
        self.b = self.symbolic_member(3)
        self.c = 100  # a constant
        self.d = [self.symbolic_member(5), self.symbolic_member(6)]
        self.e = ['a', self.symbolic_member(6)]

    @symbolic_fn
    def add(self, x):
        return RVal(self.a + self.b + x)

    @symbolic_fn_opts(mode='FAST_COMPILE')
    def sub(self, x):
        outputs = (self.a - x, self.b - x)
        updates = {self.b: self.b-x}
        return RVal(outputs, updates)

    def normal_function(self, x):
        return self.add(x) + self.sub(x)  #use numpy addition

    @symbolic_fn
    def use_submodule(self, x):
        return RVal(self.a + x + self.submodule.b)


@run(True)
def test_outputs():
    MM = MyModule(3, 4)
    assert MM.add(5) == 12
    assert MM.b.get() == 4
    MM.sub(3)
    assert MM.b.get() == 1  # test get()
    assert MM.add(5) == 9  # test that b's container is shared between add and sub
    MM.b.set(2)  # test set
    assert MM.b.get() == 2  # test get()
    assert MM.add(5) == 10  # test that b's container is shared between add and sub


@run(True)
def test_submodule():
    MM = MyModule(1, 2)
    MM.submodule = MyModule(3, 4)
    assert MM.add(5) == 8
    MM.submodule.sub(7)
    assert MM.submodule.b.get() == -3
    assert MM.use_submodule(0) == -2  # self.a is 1 + self.submodule.b is -3


@run(False)
def test_misc_prints():
    MM = MyModule()
    print(MM)
    print('add', MM.add(4))
    print('b', MM.value(MM.b))
    print('sub', MM.sub(45))
    print('b', MM.value(MM.b))
    print(MM.sub(23))
    print(MM.add(9))
    print(MM.add(19))
    print('b', MM.value(MM.b))
    print('a', MM.value(MM.a))
    MM.value_set(MM.a, 6)
    MM.value_set(MM.b, 6)
    print(MM.add(6))

    try:
        MM.b = 5
    except Exception as e:
        print(e)
    MM.del_member(MM.b)
    try:
        print('b', MM.value(MM.b))
    except Exception as e:
        print(e)
    MM.b = 'asdffd'
    try:
        print('b', MM.value(MM.b))
    except Exception as e:
        print(e)
    try:
        print('b', MM.value(MM.b))
    except Exception as e:
        print('E', e)
    print(MM.b)
    print('a', MM.value(MM.a))


