Switch to side-by-side view

--- a
+++ b/data/prepare_crossdocked.py
@@ -0,0 +1,55 @@
+import sys
+import torch
+import shutil
+from pathlib import Path
+
+from rdkit import Chem
+from tqdm import tqdm
+
+
+basedir = sys.argv[1]
+structure_dir = Path(basedir, 'crossdocked_pocket10')
+
+test_set = torch.load(Path(basedir, 'split_by_name.pt'))['test']
+
+receptor_dir = Path(basedir, 'receptor_pdbs')
+receptor_dir.mkdir(exist_ok=True)
+
+ref_ligand_dir = Path(basedir, 'reference_ligands')
+ref_ligand_dir.mkdir(exist_ok=True)
+
+methods = ['cvae', 'sbdd', 'p2m']
+for method in methods:
+    method_lig_dir = Path(basedir, f'{method}_processed')
+    method_lig_dir.mkdir(exist_ok=True)
+
+for pocket_idx, (receptor_name, ligand_name) in enumerate(tqdm(test_set)):
+
+    # copy receptor file and remove underscores
+    new_rec_name = Path(receptor_name).stem.replace('_', '-')
+    shutil.copy(Path(structure_dir, receptor_name), Path(receptor_dir, new_rec_name + '.pdb'))
+
+    # copy and rename reference ligands
+    new_lig_name = new_rec_name + '_' + Path(ligand_name).stem.replace('_', '-')
+    shutil.copy(Path(structure_dir, ligand_name), Path(ref_ligand_dir, new_lig_name + '.sdf'))
+
+    for method in methods:
+
+        method_pocket_dir = Path(basedir, method, f'pocket_{pocket_idx}')
+
+        generated_mols = [Chem.SDMolSupplier(str(file), sanitize=False)[0]
+                          for file in method_pocket_dir.glob(f'mol_*.sdf')]
+
+        # only select first 100 molecules
+        generated_mols = generated_mols[:100]
+        if len(generated_mols) < 1:
+            print('No molecule found for this pocket')
+            continue
+        if len(generated_mols) < 100:
+            print('Less than 100 molecules found for this pocket')
+
+        # write a combined sdf file
+        sdf_path = Path(basedir, f'{method}_processed', f'{new_rec_name}_mols-pocket-{pocket_idx}.sdf')
+        with Chem.SDWriter(str(sdf_path)) as w:
+            for mol in generated_mols:
+                w.write(mol)