import psycopg from psycopg.adapt import Loader, Dumper from psycopg.pq import Format from ..utils import Vector class VectorDumper(Dumper): format = Format.TEXT def dump(self, obj): return Vector._to_db(obj).encode('utf8') class VectorBinaryDumper(VectorDumper): format = Format.BINARY def dump(self, obj): return Vector._to_db_binary(obj) class VectorLoader(Loader): format = Format.TEXT def load(self, data): if isinstance(data, memoryview): data = bytes(data) return Vector._from_db(data.decode('utf8')) class VectorBinaryLoader(VectorLoader): format = Format.BINARY def load(self, data): if isinstance(data, memoryview): data = bytes(data) return Vector._from_db_binary(data) def register_vector_info(context, info): if info is None: raise psycopg.ProgrammingError('vector type not found in the database') info.register(context) # add oid to anonymous class for set_types text_dumper = type('', (VectorDumper,), {'oid': info.oid}) binary_dumper = type('', (VectorBinaryDumper,), {'oid': info.oid}) adapters = context.adapters adapters.register_dumper('numpy.ndarray', text_dumper) adapters.register_dumper('numpy.ndarray', binary_dumper) adapters.register_dumper(Vector, text_dumper) adapters.register_dumper(Vector, binary_dumper) adapters.register_loader(info.oid, VectorLoader) adapters.register_loader(info.oid, VectorBinaryLoader)