import sys import time from pymilvus import Collection sys.path.append("..") from check.func_check import ResponseChecker from utils.api_request import api_request from utils.util_log import test_log as log TIMEOUT = 20 # keep small timeout for stability tests # TIMEOUT = 5 class ApiCollectionWrapper: collection = None def init_collection(self, name, schema=None, using="default", shards_num=2, check_task=None, check_items=None, **kwargs): """ In order to distinguish the same name of collection """ func_name = sys._getframe().f_code.co_name res, is_succ = api_request([Collection, name, schema, using, shards_num], **kwargs) self.collection = res if is_succ else None check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ, name=name, schema=schema, using=using, shards_num=shards_num, **kwargs).run() return res, check_result @property def schema(self): return self.collection.schema @property def description(self): return self.collection.description @property def name(self): return self.collection.name @property def is_empty(self): return self.collection.is_empty @property def num_entities(self): return self.collection.num_entities @property def primary_field(self): return self.collection.primary_field @property def _shards_num(self): return self.collection._shards_num def construct_from_dataframe(self, name, dataframe, check_task=None, check_items=None, **kwargs): func_name = sys._getframe().f_code.co_name res, is_succ = api_request([Collection.construct_from_dataframe, name, dataframe], **kwargs) self.collection = res[0] if is_succ else None check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ, name=name, dataframe=dataframe, **kwargs).run() return res, check_result def drop(self, check_task=None, check_items=None, **kwargs): timeout = kwargs.get("timeout", TIMEOUT) kwargs.update({"timeout": timeout}) func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.drop], **kwargs) check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run() return res, check_result def load(self, partition_names=None, check_task=None, check_items=None, **kwargs): timeout = kwargs.get("timeout", TIMEOUT) kwargs.update({"timeout": timeout}) func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.load, partition_names], **kwargs) check_result = ResponseChecker(res, func_name, check_task, check_items, check, partition_names=partition_names, **kwargs).run() return res, check_result def release(self, check_task=None, check_items=None, **kwargs): timeout = kwargs.get("timeout", TIMEOUT) kwargs.update({"timeout": timeout}) func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.release], **kwargs) check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run() return res, check_result def insert(self, data, partition_name=None, check_task=None, check_items=None, **kwargs): timeout = kwargs.get("timeout", TIMEOUT) kwargs.update({"timeout": timeout}) func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.insert, data, partition_name], **kwargs) check_result = ResponseChecker(res, func_name, check_task, check_items, check, dat=data, partition_name=partition_name, **kwargs).run() return res, check_result def search(self, data, anns_field, param, limit, expr=None, partition_names=None, output_fields=None, timeout=None, round_decimal=-1, check_task=None, check_items=None, **kwargs): timeout = TIMEOUT if timeout is None else timeout func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.search, data, anns_field, param, limit, expr, partition_names, output_fields, timeout, round_decimal], **kwargs) check_result = ResponseChecker(res, func_name, check_task, check_items, check, data=data, anns_field=anns_field, param=param, limit=limit, expr=expr, partition_names=partition_names, output_fields=output_fields, timeout=timeout, **kwargs).run() return res, check_result def query(self, expr, output_fields=None, partition_names=None, timeout=None, check_task=None, check_items=None, **kwargs): time.sleep(5) timeout = TIMEOUT if timeout is None else timeout func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.query, expr, output_fields, partition_names, timeout]) check_result = ResponseChecker(res, func_name, check_task, check_items, check, expression=expr, partition_names=partition_names, output_fields=output_fields, timeout=timeout, **kwargs).run() return res, check_result @property def partitions(self): return self.collection.partitions def partition(self, partition_name, check_task=None, check_items=None): func_name = sys._getframe().f_code.co_name res, succ = api_request([self.collection.partition, partition_name]) check_result = ResponseChecker(res, func_name, check_task, check_items, succ, partition_name=partition_name).run() return res, check_result def has_partition(self, partition_name, check_task=None, check_items=None): func_name = sys._getframe().f_code.co_name res, succ = api_request([self.collection.has_partition, partition_name]) check_result = ResponseChecker(res, func_name, check_task, check_items, succ, partition_name=partition_name).run() return res, check_result def drop_partition(self, partition_name, check_task=None, check_items=None, **kwargs): timeout = kwargs.get("timeout", TIMEOUT) kwargs.update({"timeout": timeout}) func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.drop_partition, partition_name], **kwargs) check_result = ResponseChecker(res, func_name, check_task, check_items, check, partition_name=partition_name, **kwargs).run() return res, check_result def create_partition(self, partition_name, check_task=None, check_items=None, description=""): func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.create_partition, partition_name, description]) check_result = ResponseChecker(res, func_name, check_task, check_items, check, partition_name=partition_name).run() return res, check_result @property def indexes(self): return self.collection.indexes def index(self, check_task=None, check_items=None): func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.index]) check_result = ResponseChecker(res, func_name, check_task, check_items, check).run() return res, check_result def create_index(self, field_name, index_params, check_task=None, check_items=None, **kwargs): timeout = kwargs.get("timeout", TIMEOUT * 2) kwargs.update({"timeout": timeout}) func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.create_index, field_name, index_params], **kwargs) check_result = ResponseChecker(res, func_name, check_task, check_items, check, field_name=field_name, index_params=index_params, **kwargs).run() return res, check_result def has_index(self, check_task=None, check_items=None): func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.has_index]) check_result = ResponseChecker(res, func_name, check_task, check_items, check).run() return res, check_result def drop_index(self, check_task=None, check_items=None, **kwargs): timeout = kwargs.get("timeout", TIMEOUT) kwargs.update({"timeout": timeout}) func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.drop_index], **kwargs) check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run() return res, check_result def create_alias(self, alias_name, check_task=None, check_items=None, **kwargs): timeout = kwargs.get("timeout", TIMEOUT) kwargs.update({"timeout": timeout}) func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.create_alias, alias_name], **kwargs) check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run() return res, check_result def drop_alias(self, alias_name, check_task=None, check_items=None, **kwargs): timeout = kwargs.get("timeout", TIMEOUT) kwargs.update({"timeout": timeout}) func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.drop_alias, alias_name], **kwargs) check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run() return res, check_result def alter_alias(self, alias_name, check_task=None, check_items=None, **kwargs): timeout = kwargs.get("timeout", TIMEOUT) kwargs.update({"timeout": timeout}) func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.alter_alias, alias_name], **kwargs) check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run() return res, check_result def delete(self, expr, partition_name=None, timeout=None, check_task=None, check_items=None, **kwargs): timeout = TIMEOUT if timeout is None else timeout func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.delete, expr, partition_name, timeout], **kwargs) check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run() return res, check_result def compact(self, timeout=None, check_task=None, check_items=None, **kwargs): timeout = TIMEOUT if timeout is None else timeout func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.compact, timeout], **kwargs) check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run() return res, check_result def get_compaction_state(self, timeout=None, check_task=None, check_items=None, **kwargs): timeout = TIMEOUT if timeout is None else timeout func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.get_compaction_state, timeout], **kwargs) check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run() return res, check_result def get_compaction_plans(self, timeout=None, check_task=None, check_items=None, **kwargs): timeout = TIMEOUT if timeout is None else timeout func_name = sys._getframe().f_code.co_name res, check = api_request([self.collection.get_compaction_plans, timeout], **kwargs) check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run() return res, check_result def wait_for_compaction_completed(self, timeout=None, **kwargs): timeout = TIMEOUT if timeout is None else timeout res = self.collection.wait_for_compaction_completed(timeout, **kwargs) log.debug(res) return res