コード例 #1
0
    def test_species_initialization(self):
        # tests naming convention repr without species type or attributes
        species = Species(name='test_species')
        self.assertEqual(repr(species), species.name)

        with self.assertRaisesRegex(
                ValueError,
                f"name attribute @test_species must consist of letters, numbers, or underscores and cannot contain double underscores or begin/end with a special character."
        ):
            species = Species(name="@test_species")

        self.assertEqual(species.compartment.name, "default")
        # tests naming convention for species with name and compartment
        species = Species(name='test_species', compartment='test_compartment')
        self.assertEqual(repr(species),
                         species.name + '_' + species.compartment.name)
        self.assertEqual(species.compartment.name, 'test_compartment')

        # tests material type
        species = Species(name='test_species', material_type="dna")
        self.assertTrue(species.material_type == "dna")
        species.material_type = None

        with self.assertRaisesRegex(
                ValueError,
                f"species name: 2test_species contains a number as the first character and therefore requires a material_type."
        ):
            species = Species(name='2test_species')
        with self.assertRaisesRegex(
                ValueError,
                f"material_type 2dna must be alpha-numeric and start with a letter."
        ):
            species = Species(name="test_species", material_type="2dna")

        species2 = Species(name="test_species2")
        with self.assertRaisesRegex(
                ValueError,
                "species argument must be an instance of Species!"):
            species.replace_species(species, "new_species")
        with self.assertRaisesRegex(
                ValueError,
                "species argument must be an instance of Species!"):
            species.replace_species("new_species", species)
        # tests emtpy attributes
        self.assertTrue(isinstance(species.attributes, list))

        species = Species(name='test_species', material_type="dna")
        # tests naming convention via repr without attributes
        self.assertEqual(repr(species),
                         species.material_type + "_" + species.name)

        # tests adding attributes
        attr_list = ['atr1', 'atr2']
        species = Species(name='test_species', attributes=attr_list)
        self.assertEqual(attr_list, species.attributes)

        # tests naming convention with attributes and no material
        correct_name = species.name
        for attribute in species.attributes:
            correct_name += "_" + attribute
        self.assertEqual(repr(species), correct_name)

        # test OrderedMonomer subclass
        self.assertTrue(species.parent is None)
        self.assertTrue(species.position is None)
        self.assertTrue(species.direction is None)
コード例 #2
0
class TestChemicalReactionNetwork(TestCase):
    def setUp(self) -> None:
        """this method gets executed before every test"""
        self.s1 = Species(name='test_species1')
        self.s2 = Species(name='test_species2')
        self.s3 = Species(name='test_species3')
        self.s4 = Species(name='test_species4')

        self.s_old = Species("s_old")
        self.s_new = Species("s_new")

        self.species_list = [self.s1, self.s2]
        # creating a valid reaction two species
        self.rx1 = Reaction.from_massaction(inputs=[self.s1],
                                            outputs=[self.s2],
                                            k_forward=0.1)
        self.rxn_list = [self.rx1]

        self.crn = ChemicalReactionNetwork(species=self.species_list,
                                           reactions=self.rxn_list)

    def test_check_crn_validity(self):

        checked_reactions, checked_species = ChemicalReactionNetwork.check_crn_validity(
            reactions=self.rxn_list, species=self.species_list)
        # test that the returned species list is the same as the species list supplied
        self.assertEqual(self.species_list, checked_species)
        # test that the returned reaction list is the same as the reaction list supplied
        self.assertEqual(self.rxn_list, checked_reactions)

        species_list_with_none = self.species_list.copy()
        # injecting a None to the species list
        species_list_with_none.append(None)
        # test whether a non-species object is detected and Value error has been raised
        #                                         A non-species object was used as a species: [test_species1, test_species2, None]!"'
        #                                         A non-species object was used as a species: [test_species1, test_species2, None]!"
        with self.assertRaisesRegex(
                ValueError, "A non-species object was used as a species!"):
            ChemicalReactionNetwork.check_crn_validity(
                reactions=self.rxn_list, species=species_list_with_none)

        rxn_list_with_none = self.rxn_list.copy()
        # injecting a None to the reaction list
        rxn_list_with_none.append(None)
        # test whether a non-reaction object is detected and Value Error has been raised
        with self.assertRaisesRegex(
                ValueError, 'A non-reaction object was used as a reaction!'):
            ChemicalReactionNetwork.check_crn_validity(
                reactions=rxn_list_with_none, species=self.species_list)

        rxn2 = Reaction.from_massaction(inputs=[self.s1],
                                        outputs=[self.s3],
                                        k_forward=0.1)
        # test warning raised if a species (in the reaction outputs) is detected which is not part of the species list
        with self.assertWarnsRegex(
                Warning, f'are not part of any reactions in the CRN'):
            ChemicalReactionNetwork.check_crn_validity(
                reactions=[rxn2],
                species=self.species_list,
                show_warnings=True)

        rxn3 = Reaction.from_massaction(inputs=[self.s4],
                                        outputs=[self.s2],
                                        k_forward=0.1)
        # test warning raised if a species (in the reaction inputs) is detected which is not part of the species list
        with self.assertWarnsRegex(
                Warning, f'are not part of any reactions in the CRN'):
            ChemicalReactionNetwork.check_crn_validity(
                reactions=[rxn3],
                species=self.species_list,
                show_warnings=True)

        # test warning if reaction has unlisted species
        rxn4 = Reaction.from_massaction(inputs=[self.s4, self.s3],
                                        outputs=[self.s2],
                                        k_forward=0.1)
        with self.assertWarnsRegex(
                Warning,
                f'are not listed in the Species list, but part of the reactions'
        ):
            ChemicalReactionNetwork.check_crn_validity(
                reactions=[rxn4],
                species=[self.s4, self.s2],
                show_warnings=True)

        # test duplicate reactions are both added
        rxn_list = [self.rx1, self.rx1]

        CRN = ChemicalReactionNetwork(species=[self.s1, self.s2],
                                      reactions=rxn_list)
        self.assertTrue(CRN.reactions.count(self.rx1) == 2)

        with self.assertWarnsRegex(Warning,
                                   'may be duplicated in CRN definitions'):
            ChemicalReactionNetwork.check_crn_validity(
                reactions=rxn_list,
                species=self.species_list,
                show_warnings=True)

        # test warning suppression
        with warnings.catch_warnings(record=True) as w:
            # Cause all warnings to always be triggered.
            ChemicalReactionNetwork.check_crn_validity(
                reactions=rxn_list,
                species=self.species_list,
                show_warnings=False)

        assert not w

    def test_species_protection(self):
        #tests that Species cannot be changed once they are in a CRN
        S = Species("S")
        S2 = Species("S2")
        CRN = ChemicalReactionNetwork([S], [])

        #Internal species copied correctly to return
        assert S in CRN.species

        #assert species are copied
        assert not S is CRN._species[0]

        #Returned list does not effect internal species
        CRN.species[0] = S2
        assert S2 not in CRN.species

        #add species effects internal species list
        CRN.add_species(S2)
        assert S2 in CRN.species
        #assert correct copying
        assert S2 is not CRN._species[1]

        with self.assertRaisesRegex(
                AttributeError,
                "The species in a CRN cannot be removed or modified*"):
            CRN.species = []

        #Test bypassing species protection
        CRN = ChemicalReactionNetwork([], [])
        CRN.add_species([S], copy_species=False)
        assert S is CRN._species[0]

    def test_reaction_protection(self):
        #tests that Reactions cannot be changed once they are in a CRN
        S = Species("S")
        S2 = Species("S2")
        R = Reaction.from_massaction([S], [S2], k_forward=1.0)
        R2 = Reaction.from_massaction([S2], [S], k_forward=1.0)
        CRN = ChemicalReactionNetwork([S, S2], [R])

        #Internal reactions copied correctly to return
        assert R in CRN.reactions
        assert not R is CRN._reactions[0]

        #Returned list does not effect internal reactions
        CRN.reactions[0] = R2
        assert R2 not in CRN.reactions

        #add reactions effects internal reaction list
        CRN.add_reactions(R2)
        assert R2 in CRN.reactions
        assert not R2 is CRN._reactions[1]

        with self.assertRaisesRegex(
                AttributeError,
                "The reactions in a CRN cannot be removed or modified*"):
            CRN.reactions = []

        #test bypassing reaction protection
        CRN = ChemicalReactionNetwork([], [])
        CRN.add_reactions([R], copy_reactions=False)
        assert R is CRN._reactions[0]
        assert S in CRN.species

        #test bypassing reaction protection
        CRN = ChemicalReactionNetwork([], [])
        CRN.add_reactions([R], add_species=False)
        assert not S in CRN.species

    def test_initial_condition_vector(self):

        # no initial value is supplied for s2
        init_cond = {self.s1: 5, self.s3: 10}

        x0 = self.crn.initial_condition_vector(init_cond_dict=init_cond)

        # test that value for s3 is not in the initial value list because s3 is not part of any reaction
        not_in_the_list = False
        for key, value in init_cond.items():
            if value not in x0 and key == self.s3:
                not_in_the_list = True
        self.assertTrue(not_in_the_list)

    def test_get_all_species_containing(self):

        # test that the species arument must be Species object
        with self.assertRaisesRegex(
                ValueError,
                'species argument must be an instance of Species!'):
            self.crn.get_all_species_containing(species=self.species_list)

        # s3 is not part of the CRN
        rtn_species_list = self.crn.get_all_species_containing(species=self.s3)
        # test that empty list is returned
        self.assertEqual(rtn_species_list, [])

        # test that s1 is returned only once
        rtn_species_list = self.crn.get_all_species_containing(species=self.s1)
        self.assertEqual(rtn_species_list, [self.s1])

        # test that s1 is returned only once as a string
        rtn_species_list = self.crn.get_all_species_containing(
            species=self.s1, return_as_strings=True)
        self.assertEqual(rtn_species_list, [repr(self.s1)])

    def test_replace_species_in_Species(self):

        #Test replace species in a Species
        self.assertTrue(
            self.s1.replace_species(self.s2, self.s_new) == self.s1)
        self.assertTrue(
            self.s_old.replace_species(self.s_old, self.s_new) == self.s_new)

    def test_replace_Species_in_ComplexSpecies(self):
        c1 = Complex([self.s1, self.s_old])
        c2 = Complex([self.s1, c1])
        self.assertTrue(c1.replace_species(self.s2, self.s_new) == c1)
        self.assertTrue(
            c1.replace_species(self.s_old, self.s_new) == Complex(
                [self.s1, self.s_new]))
        self.assertTrue(c2 == Complex([self.s1, c1]))
        self.assertTrue(
            c2.replace_species(self.s_new, self.s_old) == Complex(
                [self.s1, Complex([self.s1, self.s_old])]))

    def test_replace_Species_in_OrderedComplexSpecies(self):
        oc1 = Complex([self.s1, self.s_old], ordered=True)
        self.assertTrue(
            oc1.replace_species(self.s_old, self.s_new) == Complex(
                [self.s1, self.s_new], ordered=True))

    def test_replace_species_in_Reaction(self):
        c1 = Complex([self.s1, self.s_old])
        c2 = Complex([self.s1, self.s_new])
        r1 = Reaction.from_massaction([self.s1, self.s_old], [c1], k_forward=1)
        self.assertTrue(
            r1.replace_species(self.s_old, self.s_new) ==
            Reaction.from_massaction([self.s1, self.s_new], [c2], k_forward=1))

    def test_replace_species_with_a_non_massaction_reaction(self):
        c1 = Complex([self.s1, self.s_old])

        prop_hill_old = ProportionalHillPositive(k=1.,
                                                 s1=self.s1,
                                                 K=10,
                                                 d=self.s_old,
                                                 n=2)
        r1 = Reaction([self.s1, self.s_old], [c1],
                      propensity_type=prop_hill_old)
        prop_hill_new = ProportionalHillPositive(k=1.,
                                                 s1=self.s1,
                                                 K=10,
                                                 d=self.s_new,
                                                 n=2)
        r1_new = Reaction([self.s1, self.s_new],
                          [c1.replace_species(self.s_old, self.s_new)],
                          propensity_type=prop_hill_new)
        self.assertTrue(r1.replace_species(self.s_old, self.s_new) == r1_new)

    def test_replace_in_a_chemical_reaction_network(self):
        c1 = Complex([self.s1, self.s_old])
        c2 = Complex([self.s1, c1])
        species = [self.s1, self.s_old, c1, c2]
        r1 = Reaction.from_massaction([self.s1, self.s_old], [c1], k_forward=1)
        crn = ChemicalReactionNetwork(species=species, reactions=[r1])
        new_crn = crn.replace_species(self.s_old, self.s_new)

        self.assertTrue(self.s1 in new_crn.species)
        self.assertFalse(self.s_old in new_crn.species)

        self.assertTrue(self.s_new in new_crn.species)
        self.assertFalse(c1 in new_crn.species)
        self.assertFalse(c2 in new_crn.species)
        c1_new = Complex([self.s1, self.s_new])
        c2_new = Complex([self.s1, c1_new])
        self.assertTrue(c1_new in new_crn.species)
        self.assertTrue(c2_new in new_crn.species)
        r1_new = Reaction.from_massaction([self.s1, self.s_new], [c1_new],
                                          k_forward=1)
        self.assertFalse(r1 in new_crn.reactions)
        self.assertTrue(r1_new in new_crn.reactions)

    def test_write_sbml_file(self):
        s1, s2 = Species("S1"), Species("S2")
        rx1 = Reaction.from_massaction(inputs=[s1],
                                       outputs=[s2],
                                       k_forward=0.1)
        crn = ChemicalReactionNetwork(species=[s1, s2], reactions=[rx1])

        model_id = 'test_model'
        document, _ = crn.generate_sbml_model(model_id=model_id)
        sbml_string = libsbml.writeSBMLToString(document)

        file_name = 'test_sbml.xml'
        with patch("builtins.open", new=mock_open()) as _file:
            crn.write_sbml_file(file_name, model_id=model_id)

            _file.assert_called_once_with(file_name, 'w')
            _file().write.assert_called_once_with(sbml_string)