from pymilvus_orm import Collection from pymilvus_orm.types import DataType from pymilvus_orm.default_config import DefaultConfig import sys sys.path.append("..") from check.param_check import * from check.func_check import * from utils.util_log import my_log as log from common.common_type import * def collection_catch(): def wrapper(func): def inner_wrapper(*args, **kwargs): try: return func(*args, **kwargs), True except Exception as e: log.error("[Collection API Exception]%s: %s" % (str(func), str(e))) return e, False return inner_wrapper return wrapper @collection_catch() def func_req(_list, **kwargs): if isinstance(_list, list): func = _list[0] if callable(func): arg = [] if len(_list) > 1: for a in _list[1:]: arg.append(a) return func(*arg, **kwargs) return False, False class ApiCollection: collection = None def collection_init(self, name, data=None, schema=None, check_res=None, **kwargs): """ In order to distinguish the same name of collection """ func_name = sys._getframe().f_code.co_name res, check = func_req([Collection, name, data, schema], **kwargs) self.collection = res if check is True else None check_result = CheckFunc(res, func_name, check_res, name=name, data=data, schema=schema, **kwargs).run() return res, check_result def schema(self, check_res=None): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.schema]) check_result = CheckFunc(res, func_name, check_res).run() return res, check_result def description(self, check_res=None): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.description]) check_result = CheckFunc(res, func_name, check_res).run() return res, check_result def name(self, check_res=None): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.name]) check_result = CheckFunc(res, func_name, check_res).run() return res, check_result def is_empty(self, check_res=None): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.is_empty]) check_result = CheckFunc(res, func_name, check_res).run() return res, check_result def num_entities(self, check_res=None): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.num_entities]) check_result = CheckFunc(res, func_name, check_res).run() return res, check_result def primary_field(self, check_res=None): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.primary_field]) check_result = CheckFunc(res, func_name, check_res).run() return res, check_result def drop(self, check_res=None, **kwargs): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.drop], **kwargs) check_result = CheckFunc(res, func_name, check_res, **kwargs).run() return res, check_result def load(self, field_names=None, index_names=None, partition_names=None, check_res=None, **kwargs): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.load, field_names, index_names, partition_names], **kwargs) check_result = CheckFunc(res, func_name, check_res, field_names=field_names, index_names=index_names, partition_names=partition_names, **kwargs).run() return res, check_result def release(self, check_res=None, **kwargs): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.release], **kwargs) check_result = CheckFunc(res, func_name, check_res, **kwargs).run() return res, check_result def insert(self, data, partition_name=None, check_res=None, **kwargs): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.insert, data, partition_name], **kwargs) check_result = CheckFunc(res, func_name, check_res, dat=data, partition_name=partition_name, **kwargs).run() return res, check_result def search(self, data, anns_field, param, limit, expression, partition_names=None, output_fields=None, timeout=None, check_res=None, **kwargs): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.search, data, anns_field, param, limit, expression, partition_names, output_fields, timeout], **kwargs) check_result = CheckFunc(res, func_name, check_res, data=data, anns_field=anns_field, param=param, limit=limit, expression=expression, partition_names=partition_names, output_fields=output_fields, timeout=timeout, **kwargs).run() return res, check_result def partitions(self, check_res=None): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.partitions]) check_result = CheckFunc(res, func_name, check_res).run() return res, check_result def partition(self, partition_name, check_res=None): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.partition, partition_name]) check_result = CheckFunc(res, func_name, check_res, partition_name=partition_name).run() return res, check_result def has_partition(self, partition_name, check_res=None): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.has_partition, partition_name]) check_result = CheckFunc(res, func_name, check_res, partition_name=partition_name).run() return res, check_result def drop_partition(self, partition_name, check_res=None, **kwargs): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.drop_partition, partition_name], **kwargs) check_result = CheckFunc(res, func_name, check_res, partition_name=partition_name, **kwargs).run() return res, check_result def indexes(self, check_res=None): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.indexes]) check_result = CheckFunc(res, func_name, check_res).run() return res, check_result def index(self, index_name="", check_res=None): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.index, index_name]) check_result = CheckFunc(res, func_name, check_res, index_name=index_name).run() return res, check_result def create_index(self, field_name, index_params, index_name="", check_res=None, **kwargs): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.create_index, field_name, index_params, index_name], **kwargs) check_result = CheckFunc(res, func_name, check_res, field_name=field_name, index_params=index_params, index_name=index_name, **kwargs).run() return res, check_result def has_index(self, index_name="", check_res=None): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.has_index, index_name]) check_result = CheckFunc(res, func_name, check_res, index_name=index_name).run() return res, check_result def drop_index(self, index_name="", check_res=None, **kwargs): func_name = sys._getframe().f_code.co_name res, check = func_req([self.collection.drop_index, index_name], **kwargs) check_result = CheckFunc(res, func_name, check_res, index_name=index_name, **kwargs).run() return res, check_result