-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
1 parent
9db18e8
commit d78aa0b
Showing
15 changed files
with
680 additions
and
32 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,97 @@ | ||
import unittest | ||
from synutility.SynAAM.aam_validator import AAMValidator | ||
|
||
|
||
class TestAMMValidator(unittest.TestCase): | ||
|
||
def setUp(self): | ||
self.true_pair = ( | ||
( | ||
"[CH:8]=1[S:9][CH:10]=[C:6]([C:5]#[C:4][CH2:3][N:2]([C:11]2=[CH:12]" | ||
+ "[CH:13]=[CH:14][CH:15]=[CH:16]2)[CH3:1])[CH:7]=1.[OH2:17]>>[C:5]([N:2]" | ||
+ "([CH3:1])[C:11]1=[CH:12][CH:13]=[CH:14][CH:15]=[CH:16]1)([C:6]2=" | ||
+ "[CH:10][S:9][CH:8]=[CH:7]2)=[CH:4][CH:3]=[O:17]" | ||
), | ||
( | ||
"[OH2:17].[cH:12]1[cH:13][cH:14][cH:15][cH:16][c:11]1[N:2]([CH3:1])" | ||
+ "[CH2:3][C:4]#[C:5][c:6]1[cH:10][s:9][cH:8][cH:7]1>>[cH:12]1[cH:13]" | ||
+ "[cH:14][cH:15][cH:16][c:11]1[N:2]([CH3:1])[C:5](=[CH:4][CH:3]=[O:17])" | ||
+ "[c:6]1[cH:10][s:9][cH:8][cH:7]1" | ||
), | ||
) | ||
self.false_pair = ( | ||
( | ||
"[CH:8]=1[S:9][CH:10]=[C:6]([C:5]#[C:4][CH2:3][N:2]([C:11]2=[CH:12]" | ||
+ "[CH:13]=[CH:14][CH:15]=[CH:16]2)[CH3:1])[CH:7]=1.[OH2:17]>>[C:5]" | ||
+ "([N:2]([CH3:1])[C:11]1=[CH:12][CH:13]=[CH:14][CH:15]=[CH:16]1)" | ||
+ "([C:6]2=[CH:10][S:9][CH:8]=[CH:7]2)=[CH:4][CH:3]=[O:17]" | ||
), | ||
( | ||
"[CH3:1][N:2]([CH2:3][C:4]#[C:5][c:7]1[cH:8][cH:9][s:10][cH:11]1)" | ||
+ "[c:12]1[cH:13][cH:14][cH:15][cH:16][cH:17]1.[OH2:6]>>[CH3:1][N:2]" | ||
+ "([C:3](=[CH:4][CH:5]=[O:6])[c:7]1[cH:8][cH:9][s:10][cH:11]1)" | ||
+ "[c:12]1[cH:13][cH:14][cH:15][cH:16][cH:17]1" | ||
), | ||
) | ||
self.tautomer = ( | ||
"[CH3:1][C:2](=[O:3])[OH:4].[CH3:5][CH2:6][OH:7]>>[CH3:1][C:2](=[O:3])" | ||
+ "[O:7][CH2:6][CH3:5].[OH2:4]", | ||
"[CH3:1][C:2](=[O:3])[OH:4].[CH3:5][CH2:6][OH:7]>>" | ||
+ "[CH3:1][C:2](=[O:4])[O:7][CH2:6][CH3:5].[OH2:3]", | ||
) | ||
|
||
self.data_dict_1 = {"ref": self.true_pair[0], "map": self.true_pair[1]} | ||
self.data_dict_2 = {"ref": self.false_pair[0], "map": self.false_pair[1]} | ||
self.data_dict_3 = {"ref": self.tautomer[0], "map": self.tautomer[1]} | ||
self.data = [self.data_dict_1, self.data_dict_2, self.data_dict_3] | ||
|
||
def test_smiles_check(self): | ||
|
||
self.assertTrue( | ||
AAMValidator.smiles_check( | ||
*self.true_pair, check_method="RC", ignore_aromaticity=False | ||
) | ||
) | ||
self.assertFalse( | ||
AAMValidator.smiles_check( | ||
*self.false_pair, check_method="RC", ignore_aromaticity=False | ||
) | ||
) | ||
|
||
def test_smiles_check_tautomer(self): | ||
self.assertFalse( | ||
AAMValidator.smiles_check( | ||
self.tautomer[0], | ||
self.tautomer[1], | ||
check_method="RC", | ||
ignore_aromaticity=False, | ||
) | ||
) | ||
|
||
self.assertTrue( | ||
AAMValidator.smiles_check_tautomer( | ||
self.tautomer[0], | ||
self.tautomer[1], | ||
check_method="RC", | ||
ignore_aromaticity=True, | ||
) | ||
) | ||
|
||
def test_validate_smiles_dataframe(self): | ||
|
||
results = AAMValidator.validate_smiles( | ||
data=self.data, | ||
ground_truth_col="ref", | ||
mapped_cols=["map"], | ||
check_method="RC", | ||
ignore_aromaticity=False, | ||
n_jobs=2, | ||
verbose=0, | ||
ignore_tautomers=False, | ||
) | ||
self.assertEqual(results[0]["accuracy"], 66.67) | ||
self.assertEqual(results[0]["success_rate"], 100) | ||
|
||
|
||
if __name__ == "__main__": | ||
unittest.main() |
2 changes: 1 addition & 1 deletion
2
Test/SynIO/Format/test_its_construction.py → Test/SynAAM/test_its_construction.py
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,94 @@ | ||
import unittest | ||
import networkx as nx | ||
|
||
from synutility.SynChem.Reaction.standardize import Standardize | ||
from synutility.SynIO.Format.chemical_conversion import ( | ||
smiles_to_graph, | ||
rsmi_to_graph, | ||
graph_to_rsmi, | ||
smart_to_gml, | ||
gml_to_smart, | ||
) | ||
|
||
from synutility.SynGraph.Morphism.misc import rule_isomorphism | ||
|
||
|
||
class TestChemicalConversions(unittest.TestCase): | ||
|
||
def setUp(self) -> None: | ||
self.rsmi = "[CH2:1]([H:4])[CH2:2][OH:3]>>[CH2:1]=[CH2:2].[H:4][OH:3]" | ||
self.gml = ( | ||
"rule [\n" | ||
' ruleID "rule"\n' | ||
" left [\n" | ||
' edge [ source 1 target 4 label "-" ]\n' | ||
' edge [ source 1 target 2 label "-" ]\n' | ||
' edge [ source 2 target 3 label "-" ]\n' | ||
" ]\n" | ||
" context [\n" | ||
' node [ id 1 label "C" ]\n' | ||
' node [ id 4 label "H" ]\n' | ||
' node [ id 2 label "C" ]\n' | ||
' node [ id 3 label "O" ]\n' | ||
" ]\n" | ||
" right [\n" | ||
' edge [ source 1 target 2 label "=" ]\n' | ||
' edge [ source 4 target 3 label "-" ]\n' | ||
" ]\n" | ||
"]" | ||
) | ||
|
||
self.std = Standardize() | ||
|
||
def test_smiles_to_graph_valid(self): | ||
# Test converting a valid SMILES to a graph | ||
result = smiles_to_graph("[CH3:1][CH2:2][OH:3]", False, True, True) | ||
self.assertIsInstance(result, nx.Graph) | ||
self.assertEqual(result.number_of_nodes(), 3) | ||
|
||
def test_smiles_to_graph_invalid(self): | ||
# Test converting an invalid SMILES string to a graph | ||
result = smiles_to_graph("invalid_smiles", True, False, False) | ||
self.assertIsNone(result) | ||
|
||
def test_rsmi_to_graph_valid(self): | ||
# Test converting valid reaction SMILES to graphs for reactants and products | ||
reactants_graph, products_graph = rsmi_to_graph(self.rsmi, sanitize=True) | ||
self.assertIsInstance(reactants_graph, nx.Graph) | ||
self.assertEqual(reactants_graph.number_of_nodes(), 3) | ||
self.assertIsInstance(products_graph, nx.Graph) | ||
self.assertEqual(products_graph.number_of_nodes(), 3) | ||
|
||
reactants_graph, products_graph = rsmi_to_graph(self.rsmi, sanitize=False) | ||
self.assertIsInstance(reactants_graph, nx.Graph) | ||
self.assertEqual(reactants_graph.number_of_nodes(), 4) | ||
self.assertIsInstance(products_graph, nx.Graph) | ||
self.assertEqual(products_graph.number_of_nodes(), 4) | ||
|
||
def test_rsmi_to_graph_invalid(self): | ||
# Test handling of invalid RSMI format | ||
result = rsmi_to_graph("invalid_format") | ||
self.assertEqual((None, None), result) | ||
|
||
def test_graph_to_rsmi(self): | ||
r, p = rsmi_to_graph(self.rsmi, sanitize=False) | ||
rsmi = graph_to_rsmi(r, p) | ||
self.assertIsInstance(rsmi, str) | ||
self.assertEqual(self.std.fit(rsmi, False), self.std.fit(self.rsmi, False)) | ||
|
||
def test_smart_to_gml(self): | ||
result = smart_to_gml(self.rsmi, core=False, sanitize=False, reindex=False) | ||
self.assertIsInstance(result, str) | ||
self.assertEqual(result, self.gml) | ||
|
||
result = smart_to_gml(self.rsmi, core=False, sanitize=False, reindex=True) | ||
self.assertTrue(rule_isomorphism(result, self.gml)) | ||
|
||
def test_gml_to_smart(self): | ||
smarts, _ = gml_to_smart(self.gml) | ||
self.assertIsInstance(smarts, str) | ||
self.assertEqual(self.std.fit(smarts, False), self.std.fit(self.rsmi, False)) | ||
|
||
|
||
if __name__ == "__main__": | ||
unittest.main() |
Oops, something went wrong.