Created
March 26, 2021 14:43
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sss_with_timeout
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"RDKit: 2021.03.1b1\n" | |
] | |
} | |
], | |
"source": [ | |
"import rdkit\n", | |
"from rdkit import Chem\n", | |
"from rdkit.Chem import Draw\n", | |
"from multiprocessing import Process, Queue\n", | |
"\n", | |
"print(f\"RDKit: {rdkit.rdBase.rdkitVersion}\")" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<rdkit.Chem.rdchem.Mol at 0x7ff485107df0>" | |
] | |
}, | |
"execution_count": 2, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"mol = Chem.MolFromSmiles(\"Cc1c(C)c(S(=O)(=O)NC(=N)NCCC[C@H](NC(=O)[C@@H]2CCCN2C(=O)[C@H](CCC(=O)NC(c2ccccc2)(c2ccccc2)c2ccccc2)NC(=O)[C@H](CC(C)C)NC(=O)[C@H](CCCCNC(=O)OC(C)(C)C)NC(=O)[C@H](C)NC(=O)[C@@H]2CCCN2C(=O)[C@@H]2CCCN2C(=O)[C@H](CCCCNC(=O)OC(C)(C)C)NC(=O)[C@H](CCCCNC(=O)OC(C)(C)C)NC(=O)[C@H](COC(C)(C)C)NC(=O)[C@H](CCC(=O)OC(C)(C)C)NC(=O)[C@H](CCCCNC(=O)OC(C)(C)C)NC(=O)[C@H](CCCNC(=N)NS(=O)(=O)c2c(C)c(C)c3c(c2C)CCC(C)(C)O3)NC(=O)[C@H](CCC(=O)NC(c2ccccc2)(c2ccccc2)c2ccccc2)NC(=O)[C@H](CCC(=O)NC(c2ccccc2)(c2ccccc2)c2ccccc2)NC(=O)[C@@H](NC(=O)[C@H](CCCNC(=N)NS(=O)(=O)c2c(C)c(C)c3c(c2C)CCC(C)(C)O3)NC(=O)[C@H](CCC(=O)NC(c2ccccc2)(c2ccccc2)c2ccccc2)NC(=O)[C@H](Cc2cn(C(=O)OC(C)(C)C)cn2)NC(=O)[C@H](CCC(=O)OC(C)(C)C)NC(=O)[C@@H]2CCCN2C(=O)[C@H](COC(C)(C)C)NC(=O)[C@H](CC(C)C)NC(=O)[C@H](Cc2ccccc2)NC(=O)[C@H](COC(c2ccccc2)(c2ccccc2)c2ccccc2)NC(=O)[C@H](COC(C)(C)C)N[C:3]([CH2:2][NH:1][C:5](=[O:6])[O:7][C:8]([CH3:9])([CH3:10])[CH3:11])=[O:4])C(C)C)C(=O)O)c(C)c2c1OC(C)(C)CC2\")\n", | |
"mol" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<rdkit.Chem.rdchem.Mol at 0x7ff48509d8f0>" | |
] | |
}, | |
"execution_count": 3, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"patt = Chem.MolFromSmarts(\"C-C(-C)-C-[C@H](-N-C(=O)-[C@H](-C-C-C-C-N-C(=O)-O-C(-C)(-C)-C)-N-C(=O)-[C@H](-C)-N-C(=O)-[C@H]1-C-C-C-N-1-C(=O)-[C@H]1-C-C-C-N-1-C(=O)-[C@H](-C-C-C-C-N-C(=O)-O-C(-C)(-C)-C)-N-C(=O)-[C@H](-C-C-C-C-N-C(=O)-O-C(-C)(-C)-C)-N-C(=O)-[C@H](-C-O-C(-C)(-C)-C)-N-C(=O)-[C@H](-C-C-C(=O)-O-C(-C)(-C)-C)-N-C(=O)-[C@H](-C-C-C-C-N-C(=O)-O-C(-C)(-C)-C)-N-C(=O)-[C@H](-C-C-C-N-C(=N)-N-S(=O)(=O)-c1:c(-C):c(-C):c2:c(:c:1-C)-C-C-C(-C)(-C)-O-2)-N-C(=O)-[C@H](-C-C-C(=O)-N-C(-c1:c:c:c:c:c:1)(-c1:c:c:c:c:c:1)-c1:c:c:c:c:c:1)-N-C(=O)-[C@H](-C-C-C(=O)-N-C(-c1:c:c:c:c:c:1)(-c1:c:c:c:c:c:1)-c1:c:c:c:c:c:1)-N-C(=O)-[C@@H](-N-C(=O)-[C@H](-C-C-C-N-C(=N)-N-S(=O)(=O)-c1:c(-C):c(-C):c2:c(:c:1-C)-C-C-C(-C)(-C)-O-2)-N-C(=O)-[C@H](-C-C-C(=O)-N-C(-c1:c:c:c:c:c:1)(-c1:c:c:c:c:c:1)-c1:c:c:c:c:c:1)-N-C(=O)-[C@H](-C-c1:c:n(-C(=O)-O-C(-C)(-C)-C):c:n:1)-N-C(=O)-[C@H](-C-C-C(=O)-O-C(-C)(-C)-C)-N-C(=O)-[C@H]1-C-C-C-N-1-C(=O)-[C@H](-C-O-C(-C)(-C)-C)-N-C(=O)-[C@H](-C-C(-C)-C)-N-C(=O)-[C@H](-C-c1:c:c:c:c:c:1)-N-C(=O)-[C@H](-C-O-C(-c1:c:c:c:c:c:1)(-c1:c:c:c:c:c:1)-c1:c:c:c:c:c:1)-N-C(=O)-[C@H](-C-O-C(-C)(-C)-C)-N-[C;H0;D3;+0:3](-[C:2])=[O;H0;D1;+0:4])-C(-C)-C)-C(=O)-N-[C@H](-C-C-C(=O)-N-C(-c1:c:c:c:c:c:1)(-c1:c:c:c:c:c:1)-c1:c:c:c:c:c:1)-C(=O)-N1-C-C-C-[C@H]-1-C(=O)-N-[C@H](-C-C-C-N-C(=N)-N-S(=O)(=O)-c1:c(-C):c(-C):c2:c(:c:1-C)-C-C-C(-C)(-C)-O-2)-C(-O)=O\")\n", | |
"patt" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Cc1c(C)c(S(=O)(=O)NC(=N)NCCC[C@H](NC(=O)[C@@H]2CCCN2C(=O)[C@H](CCC(=O)NC(c2ccccc2)(c2ccccc2)c2ccccc2)NC(=O)[C@H](CC(C)C)NC(=O)[C@H](CCCCNC(=O)OC(C)(C)C)NC(=O)[C@H](C)NC(=O)[C@@H]2CCCN2C(=O)[C@@H]2CCCN2C(=O)[C@H](CCCCNC(=O)OC(C)(C)C)NC(=O)[C@H](CCCCNC(=O)OC(C)(C)C)NC(=O)[C@H](COC(C)(C)C)NC(=O)[C@H](CCC(=O)OC(C)(C)C)NC(=O)[C@H](CCCCNC(=O)OC(C)(C)C)NC(=O)[C@H](CCCNC(=N)NS(=O)(=O)c2c(C)c(C)c3c(c2C)CCC(C)(C)O3)NC(=O)[C@H](CCC(=O)NC(c2ccccc2)(c2ccccc2)c2ccccc2)NC(=O)[C@H](CCC(=O)NC(c2ccccc2)(c2ccccc2)c2ccccc2)NC(=O)[C@@H](NC(=O)[C@H](CCCNC(=N)NS(=O)(=O)c2c(C)c(C)c3c(c2C)CCC(C)(C)O3)NC(=O)[C@H](CCC(=O)NC(c2ccccc2)(c2ccccc2)c2ccccc2)NC(=O)[C@H](Cc2cn(C(=O)OC(C)(C)C)cn2)NC(=O)[C@H](CCC(=O)OC(C)(C)C)NC(=O)[C@@H]2CCCN2C(=O)[C@H](COC(C)(C)C)NC(=O)[C@H](CC(C)C)NC(=O)[C@H](Cc2ccccc2)NC(=O)[C@H](COC(c2ccccc2)(c2ccccc2)c2ccccc2)NC(=O)[C@H](COC(C)(C)C)N[C:3]([CH2:2][NH:1][C:5](=[O:6])[O:7][C:8]([CH3:9])([CH3:10])[CH3:11])=[O:4])C(C)C)C(=O)O)c(C)c2c1OC(C)(C)CC2\n", | |
"Chiral Centers: 27\n" | |
] | |
} | |
], | |
"source": [ | |
"smiles = Chem.MolToSmiles(mol)\n", | |
"print(f\"{smiles}\")\n", | |
"print(f\"Chiral Centers: {smiles.count('[C@H]') + smiles.count('[C@@H]')}\")" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Cc1c(C)c(S(=O)(=O)NC(=N)NCCC[C@H](NC(=O)[C@H](CCC(=O)NC(c2ccccc2)(c2ccccc2)c2ccccc2)NC(=O)[C@H](CCC(=O)NC(c2ccccc2)(c2ccccc2)c2ccccc2)NC(=O)[C@@H](NC(=O)[C@H](CCCNC(=N)NS(=O)(=O)c2c(C)c(C)c3c(c2C)CCC(C)(C)O3)NC(=O)[C@H](CCC(=O)NC(c2ccccc2)(c2ccccc2)c2ccccc2)NC(=O)[C@H](Cc2cn(C(=O)OC(C)(C)C)cn2)NC(=O)[C@H](CCC(=O)OC(C)(C)C)NC(=O)[C@H]2CCCN2C(=O)[C@H](COC(C)(C)C)NC(=O)[C@H](CC(C)C)NC(=O)[C@H](Cc2ccccc2)NC(=O)[C@H](COC(c2ccccc2)(c2ccccc2)c2ccccc2)NC(=O)[C@H](COC(C)(C)C)N[C:3]([CH3:2])=[O:4])C(C)C)C(=O)N[C@@H](CCCCNC(=O)OC(C)(C)C)C(=O)N[C@@H](CCC(=O)OC(C)(C)C)C(=O)N[C@@H](COC(C)(C)C)C(=O)N[C@@H](CCCCNC(=O)OC(C)(C)C)C(=O)N[C@@H](CCCCNC(=O)OC(C)(C)C)C(=O)N2CCC[C@@H]2C(=O)N2CCC[C@@H]2C(=O)N[C@@H](C)C(=O)N[C@@H](CCCCNC(=O)OC(C)(C)C)C(=O)N[C@@H](CC(C)C)C(=O)N[C@H](CCC(=O)NC(c2ccccc2)(c2ccccc2)c2ccccc2)C(=O)N2CCC[C@H]2C(=O)N[C@H](CCCNC(=N)NS(=O)(=O)c2c(C)c(C)c3c(c2C)CCC(C)(C)O3)C(=O)O)c(C)c2c1OC(C)(C)CC2\n", | |
"Chiral Centers: 27\n" | |
] | |
} | |
], | |
"source": [ | |
"smiles = Chem.MolToSmiles(patt)\n", | |
"print(f\"{smiles}\")\n", | |
"print(f\"Chiral Centers: {smiles.count('[C@H]') + smiles.count('[C@@H]')}\")" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"True" | |
] | |
}, | |
"execution_count": 6, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"mol.HasSubstructMatch(patt)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def has_substruct_match(q, mol, patt, useChirality=True):\n", | |
" q.put(mol.HasSubstructMatch(patt, useChirality=useChirality))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"q = Queue()\n", | |
"p = Process(target=has_substruct_match, args=(q, mol, patt, True))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"If the process is still running after 5 s, terminate it. `res` is `None`" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"p.start()\n", | |
"p.join(timeout=5.0)\n", | |
"res = None\n", | |
"if p.exitcode is None:\n", | |
" p.terminate()\n", | |
"else:\n", | |
" res = q.get()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 10, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"True" | |
] | |
}, | |
"execution_count": 10, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"res is None" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"If the process has completed, `res` is not `None`" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 11, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"q = Queue()\n", | |
"p = Process(target=has_substruct_match, args=(q, mol, patt, False))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 12, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"p.start()\n", | |
"p.join(timeout=5.0)\n", | |
"res = None\n", | |
"if p.exitcode is None:\n", | |
" p.terminate()\n", | |
"else:\n", | |
" res = q.get()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 13, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"False" | |
] | |
}, | |
"execution_count": 13, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"res is None" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 14, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"True" | |
] | |
}, | |
"execution_count": 14, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"res" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.6.12" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
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