Files
macrolactone-toolkit/tests/test_ring_numbering.py
hotwa 0ced0fa816 Add AGENTS.md and ring numbering test
- Add AGENTS.md with AI assistant guidelines for the project
- Add tests/test_ring_numbering.py to verify ring numbering consistency
- Test confirms atom numbering is fixed and reproducible

Co-Authored-By: Claude <noreply@anthropic.com>
2026-01-23 09:53:27 +08:00

224 lines
7.0 KiB
Python

"""
测试环编号功能 - 验证原子编号是否固定
"""
import sys
sys.path.insert(0, '/home/zly/project/macro_split')
from rdkit import Chem
from rdkit.Chem import Draw, AllChem
from rdkit.Chem.Draw import rdMolDraw2D
from src.ring_visualization import (
get_macrolactone_numbering,
get_ring_atoms_by_size
)
def test_ring_numbering_consistency(smiles: str, ring_size: int = 16, num_tests: int = 5):
"""
测试环编号的一致性 - 多次运行确保编号固定
"""
print("=" * 70)
print("测试环编号一致性")
print("=" * 70)
print(f"\nSMILES: {smiles[:80]}...")
print(f"环大小: {ring_size}")
print(f"测试次数: {num_tests}")
# 解析分子
mol = Chem.MolFromSmiles(smiles)
if mol is None:
print("❌ 无法解析SMILES")
return False
print(f"✓ 分子解析成功,共 {mol.GetNumAtoms()} 个原子")
# 检测环大小
ring_atoms = get_ring_atoms_by_size(mol, ring_size)
if ring_atoms is None:
for size in range(12, 21):
ring_atoms = get_ring_atoms_by_size(mol, size)
if ring_atoms:
ring_size = size
print(f"⚠️ 使用检测到的{size}元环")
break
if ring_atoms is None:
print("❌ 未找到12-20元环")
return False
print(f"✓ 找到{ring_size}元环,包含 {len(ring_atoms)} 个原子")
# 多次测试编号一致性
all_numberings = []
all_carbonyl_carbons = []
all_ester_oxygens = []
for i in range(num_tests):
result = get_macrolactone_numbering(mol, ring_size)
ring_atoms_result, ring_numbering, ordered_atoms, carbonyl_carbon, ester_oxygen, (is_valid, reason) = result
if not is_valid:
print(f"❌ 第{i+1}次测试失败: {reason}")
return False
all_numberings.append(ring_numbering.copy())
all_carbonyl_carbons.append(carbonyl_carbon)
all_ester_oxygens.append(ester_oxygen)
# 验证一致性
print("\n" + "-" * 50)
print("编号一致性检查:")
print("-" * 50)
is_consistent = True
if len(set(all_carbonyl_carbons)) == 1:
print(f"✓ 羰基碳位置一致: 原子索引 {all_carbonyl_carbons[0]}")
else:
print(f"❌ 羰基碳位置不一致: {all_carbonyl_carbons}")
is_consistent = False
if len(set(all_ester_oxygens)) == 1:
print(f"✓ 酯氧位置一致: 原子索引 {all_ester_oxygens[0]}")
else:
print(f"❌ 酯氧位置不一致: {all_ester_oxygens}")
is_consistent = False
first_numbering = all_numberings[0]
for i, numbering in enumerate(all_numberings[1:], 2):
if numbering != first_numbering:
print(f"❌ 第{i}次编号与第1次不一致")
is_consistent = False
break
if is_consistent:
print(f"✓ 所有{num_tests}次测试的编号完全一致")
# 显示详细编号信息
print("\n" + "-" * 50)
print("环原子编号详情:")
print("-" * 50)
numbering = all_numberings[0]
carbonyl_carbon = all_carbonyl_carbons[0]
ester_oxygen = all_ester_oxygens[0]
sorted_items = sorted(numbering.items(), key=lambda x: x[1])
print(f"{'位置':<6} {'原子索引':<10} {'元素':<6} {'说明'}")
print("-" * 40)
for atom_idx, position in sorted_items:
atom = mol.GetAtomWithIdx(atom_idx)
symbol = atom.GetSymbol()
note = ""
if atom_idx == carbonyl_carbon:
note = "← 羰基碳 (C=O)"
elif atom_idx == ester_oxygen:
note = "← 酯键氧"
print(f"{position:<6} {atom_idx:<10} {symbol:<6} {note}")
return is_consistent
def save_visualization(smiles: str, output_path: str, ring_size: int = 16):
"""保存分子可视化图片"""
print("\n" + "=" * 70)
print("保存可视化图片")
print("=" * 70)
mol = Chem.MolFromSmiles(smiles)
if mol is None:
print("❌ 无法解析SMILES")
return
for size in range(12, 21):
ring_atoms = get_ring_atoms_by_size(mol, size)
if ring_atoms:
ring_size = size
break
result = get_macrolactone_numbering(mol, ring_size)
ring_atoms, ring_numbering, ordered_atoms, carbonyl_carbon, ester_oxygen, (is_valid, reason) = result
if not is_valid:
print(f"❌ 无法获取编号: {reason}")
return
mol_copy = Chem.Mol(mol)
AllChem.Compute2DCoords(mol_copy)
for atom_idx in ring_atoms:
if atom_idx in ring_numbering:
atom = mol_copy.GetAtomWithIdx(atom_idx)
atom.SetProp("atomNote", str(ring_numbering[atom_idx]))
atom_colors = {}
for atom_idx in ring_atoms:
atom = mol.GetAtomWithIdx(atom_idx)
symbol = atom.GetSymbol()
if atom_idx == carbonyl_carbon:
atom_colors[atom_idx] = (1.0, 0.6, 0.0)
elif atom_idx == ester_oxygen:
atom_colors[atom_idx] = (1.0, 0.4, 0.4)
elif symbol == 'C':
atom_colors[atom_idx] = (0.7, 0.85, 1.0)
elif symbol == 'O':
atom_colors[atom_idx] = (1.0, 0.7, 0.7)
elif symbol == 'N':
atom_colors[atom_idx] = (0.8, 0.7, 1.0)
else:
atom_colors[atom_idx] = (0.8, 1.0, 0.8)
drawer = rdMolDraw2D.MolDraw2DSVG(1000, 1000)
drawer.SetFontSize(14)
drawer.DrawMolecule(mol_copy, highlightAtoms=list(ring_atoms), highlightAtomColors=atom_colors)
drawer.FinishDrawing()
svg = drawer.GetDrawingText()
svg_path = output_path.replace('.png', '.svg')
with open(svg_path, 'w', encoding='utf-8') as f:
f.write(svg)
print(f"✓ SVG已保存到: {svg_path}")
try:
drawer_png = rdMolDraw2D.MolDraw2DCairo(1000, 1000)
drawer_png.SetFontSize(14)
drawer_png.DrawMolecule(mol_copy, highlightAtoms=list(ring_atoms), highlightAtomColors=atom_colors)
drawer_png.FinishDrawing()
drawer_png.WriteDrawingText(output_path)
print(f"✓ PNG已保存到: {output_path}")
except Exception as e:
print(f"⚠️ PNG保存失败: {e}")
print("\n颜色说明:")
print(" 橙色: 羰基碳 (位置1)")
print(" 红色: 酯键氧 (位置2)")
print(" 浅蓝色: 环上碳原子")
def main():
smiles = "O[C@H]1[C@H]([C@H]([C@H](OC[C@@H]2[C@@H](CC)OC(C[C@H]([C@H](C)[C@H]([C@@H](CC=O)C[C@@H](C)C(/C=C/C(/C)=C/2)=O)O[C@H]2[C@@H]([C@H]([C@@H]([C@@H](C)O2)O[C@H]2C[C@](C)([C@@H]([C@@H](C)O2)O)O)[N@](C)C)O)O)=O)O[C@@H]1C)OC)OC"
print("\n大环内酯环编号测试\n")
is_consistent = test_ring_numbering_consistency(smiles, ring_size=16, num_tests=5)
output_path = "/home/zly/project/macro_split/output/test_ring_numbering.png"
save_visualization(smiles, output_path, ring_size=16)
print("\n" + "=" * 70)
print("测试总结")
print("=" * 70)
if is_consistent:
print("✅ 所有测试通过!环原子编号是固定的。")
else:
print("❌ 测试失败:环原子编号不一致")
return is_consistent
if __name__ == "__main__":
success = main()
sys.exit(0 if success else 1)