gistfile1.txt

from chembl_webresource_client.new_client import new_client

# Get Molecules with ATC 'A10' classification
molecules    = new_client.molecule.filter(atc_classifications__level5__startswith='A10')
molecule_ids = list(set(map(lambda d: d['molecule_chembl_id'], molecules)))
print molecule_ids


# Get Targets for Molecules
activities = new_client.activity.filter(molecule_chembl_id__in=molecule_ids).filter(pchembl_value__gte=6)
target_ids = list(set(map(lambda d: d['target_chembl_id'], activities)))
print target_ids
assert(len(target_ids)==59)

# Get TargetComponents for Targets


# Get UniProt accessions for TargetComponents