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https://gitee.com/milvus-io/milvus.git
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401 lines
19 KiB
Python
401 lines
19 KiB
Python
import sys
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import time
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import timeout_decorator
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from numpy import NaN
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from pymilvus import Collection
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sys.path.append("..")
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from check.func_check import ResponseChecker
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from utils.api_request import api_request
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from utils.wrapper import trace
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from utils.util_log import test_log as log
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from pymilvus.orm.types import CONSISTENCY_STRONG
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from common.common_func import param_info
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TIMEOUT = 180
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INDEX_NAME = ""
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# keep small timeout for stability tests
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# TIMEOUT = 5
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class ApiCollectionWrapper:
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collection = None
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def __init__(self, active_trace=False):
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self.active_trace = active_trace
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def init_collection(self, name, schema=None, using="default", check_task=None, check_items=None,
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active_trace=False, **kwargs):
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self.active_trace = active_trace
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consistency_level = kwargs.get("consistency_level", CONSISTENCY_STRONG)
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kwargs.update({"consistency_level": consistency_level})
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""" In order to distinguish the same name of collection """
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func_name = sys._getframe().f_code.co_name
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res, is_succ = api_request([Collection, name, schema, using], **kwargs)
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self.collection = res if is_succ else None
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check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
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name=name, schema=schema, using=using, **kwargs).run()
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return res, check_result
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@property
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def schema(self):
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return self.collection.schema
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@property
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def description(self):
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return self.collection.description
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@property
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def name(self):
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return self.collection.name
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@property
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def is_empty(self):
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self.flush()
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return self.collection.is_empty
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@property
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def num_entities(self):
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self.flush()
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return self.collection.num_entities
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@property
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def num_shards(self):
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return self.collection.num_shards
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@property
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def num_entities_without_flush(self):
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return self.collection.num_entities
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@property
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def primary_field(self):
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return self.collection.primary_field
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@property
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def aliases(self):
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return self.collection.aliases
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@trace()
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def construct_from_dataframe(self, name, dataframe, check_task=None, check_items=None, **kwargs):
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func_name = sys._getframe().f_code.co_name
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res, is_succ = api_request([Collection.construct_from_dataframe, name, dataframe], **kwargs)
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self.collection = res[0] if is_succ else None
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check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
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name=name, dataframe=dataframe, **kwargs).run()
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return res, check_result
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@trace()
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def drop(self, check_task=None, check_items=None, **kwargs):
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timeout = kwargs.get("timeout", TIMEOUT)
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kwargs.update({"timeout": timeout})
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.drop], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run()
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return res, check_result
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@trace()
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def load(self, partition_names=None, replica_number=NaN, timeout=None, check_task=None, check_items=None, **kwargs):
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timeout = TIMEOUT if timeout is None else timeout
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replica_number = param_info.param_replica_num if replica_number is NaN else replica_number
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.load, partition_names, replica_number, timeout], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check,
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partition_names=partition_names, **kwargs).run()
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return res, check_result
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@trace()
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def release(self, check_task=None, check_items=None, **kwargs):
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timeout = kwargs.get("timeout", TIMEOUT)
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kwargs.update({"timeout": timeout})
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.release], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task,
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check_items, check, **kwargs).run()
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return res, check_result
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@trace()
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def insert(self, data, partition_name=None, check_task=None, check_items=None, **kwargs):
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timeout = kwargs.get("timeout", TIMEOUT)
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kwargs.update({"timeout": timeout})
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.insert, data, partition_name], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check,
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data=data, partition_name=partition_name,
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**kwargs).run()
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return res, check_result
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# @trace()
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# def flush(self, check_task=None, check_items=None, **kwargs):
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# #TODO:currently, flush is not supported by sdk in milvus
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# timeout = kwargs.get("timeout", TIMEOUT)
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#
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# @timeout_decorator.timeout(timeout, timeout_exception=TimeoutError)
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# def _flush():
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# res = self.collection.num_entities
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# return res
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# try:
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# res = _flush()
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# return res, True
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# except TimeoutError as e:
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# log.error(f"flush timeout error: {e}")
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# res = None
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# return res, False
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@trace()
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def flush(self, check_task=None, check_items=None, **kwargs):
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timeout = kwargs.get("timeout", TIMEOUT)
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kwargs.update({"timeout": timeout})
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.flush], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task,
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check_items, check, **kwargs).run()
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return res, check_result
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@trace()
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def search(self, data, anns_field, param, limit, expr=None,
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partition_names=None, output_fields=None, timeout=None, round_decimal=-1,
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check_task=None, check_items=None, **kwargs):
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timeout = TIMEOUT if timeout is None else timeout
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.search, data, anns_field, param, limit,
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expr, partition_names, output_fields, timeout, round_decimal], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check,
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data=data, anns_field=anns_field, param=param, limit=limit,
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expr=expr, partition_names=partition_names,
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output_fields=output_fields,
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timeout=timeout, **kwargs).run()
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return res, check_result
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@trace()
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def hybrid_search(self, reqs, rerank, limit, partition_names=None,
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output_fields=None, timeout=None, round_decimal=-1,
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check_task=None, check_items=None, **kwargs):
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timeout = TIMEOUT if timeout is None else timeout
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.hybrid_search, reqs, rerank, limit, partition_names,
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output_fields, timeout, round_decimal], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check,
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reqs=reqs, rerank=rerank, limit=limit,
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partition_names=partition_names,
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output_fields=output_fields,
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timeout=timeout, **kwargs).run()
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return res, check_result
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@trace()
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def search_iterator(self, data, anns_field, param, batch_size, limit=-1, expr=None,
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partition_names=None, output_fields=None, timeout=None, round_decimal=-1,
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check_task=None, check_items=None, **kwargs):
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timeout = TIMEOUT if timeout is None else timeout
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.search_iterator, data, anns_field, param, batch_size, limit,
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expr, partition_names, output_fields, timeout, round_decimal], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check,
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data=data, anns_field=anns_field, param=param, limit=limit,
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expr=expr, partition_names=partition_names,
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output_fields=output_fields,
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timeout=timeout, **kwargs).run()
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return res, check_result
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@trace()
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def query(self, expr, output_fields=None, partition_names=None, timeout=None, check_task=None, check_items=None,
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**kwargs):
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timeout = TIMEOUT if timeout is None else timeout
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.query, expr, output_fields, partition_names, timeout], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check,
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expression=expr, partition_names=partition_names,
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output_fields=output_fields,
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timeout=timeout, **kwargs).run()
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return res, check_result
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@trace()
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def query_iterator(self, batch_size=1000, limit=-1, expr=None, output_fields=None, partition_names=None, timeout=None,
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check_task=None, check_items=None, **kwargs):
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timeout = TIMEOUT if timeout is None else timeout
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.query_iterator, batch_size, limit, expr, output_fields, partition_names,
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timeout], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check,
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batch_size=batch_size, limit=limit, expression=expr,
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output_fields=output_fields, partition_names=partition_names,
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timeout=timeout, **kwargs).run()
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return res, check_result
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@property
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def partitions(self):
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return self.collection.partitions
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@trace()
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def partition(self, partition_name, check_task=None, check_items=None):
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func_name = sys._getframe().f_code.co_name
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res, succ = api_request([self.collection.partition, partition_name])
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check_result = ResponseChecker(res, func_name, check_task, check_items,
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succ, partition_name=partition_name).run()
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return res, check_result
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@trace()
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def has_partition(self, partition_name, check_task=None, check_items=None):
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func_name = sys._getframe().f_code.co_name
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res, succ = api_request([self.collection.has_partition, partition_name])
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check_result = ResponseChecker(res, func_name, check_task, check_items,
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succ, partition_name=partition_name).run()
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return res, check_result
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@trace()
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def drop_partition(self, partition_name, check_task=None, check_items=None, **kwargs):
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timeout = kwargs.get("timeout", TIMEOUT)
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kwargs.update({"timeout": timeout})
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.drop_partition, partition_name], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check, partition_name=partition_name,
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**kwargs).run()
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return res, check_result
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@trace()
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def create_partition(self, partition_name, check_task=None, check_items=None, description=""):
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.create_partition, partition_name, description])
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check_result = ResponseChecker(res, func_name, check_task, check_items, check,
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partition_name=partition_name).run()
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return res, check_result
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@property
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def indexes(self):
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return self.collection.indexes
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@trace()
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def index(self, check_task=None, check_items=None, **kwargs):
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func_name = sys._getframe().f_code.co_name
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if "index_name" in kwargs:
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index_name = kwargs.get('index_name')
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kwargs.update({"index_name": index_name})
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res, check = api_request([self.collection.index], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run()
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return res, check_result
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@trace()
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def create_index(self, field_name, index_params=None, index_name=None, timeout=None, check_task=None, check_items=None, **kwargs):
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timeout = 1200 if timeout is None else timeout
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index_name = INDEX_NAME if index_name is None else index_name
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index_name = kwargs.get("index_name", index_name)
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kwargs.update({"index_name": index_name})
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.create_index, field_name, index_params, timeout], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run()
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return res, check_result
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@trace()
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def has_index(self, index_name=None, check_task=None, check_items=None, **kwargs):
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index_name = INDEX_NAME if index_name is None else index_name
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index_name = kwargs.get("index_name", index_name)
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kwargs.update({"index_name": index_name})
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.has_index], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run()
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return res, check_result
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@trace()
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def drop_index(self, index_name=None, check_task=None, check_items=None, **kwargs):
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timeout = kwargs.get("timeout", TIMEOUT)
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index_name = INDEX_NAME if index_name is None else index_name
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index_name = kwargs.get("index_name", index_name)
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kwargs.update({"timeout": timeout, "index_name": index_name})
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.drop_index], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run()
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return res, check_result
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@trace()
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def delete(self, expr, partition_name=None, timeout=None, check_task=None, check_items=None, **kwargs):
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timeout = TIMEOUT if timeout is None else timeout
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.delete, expr, partition_name, timeout], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run()
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return res, check_result
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@trace()
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def upsert(self, data, partition_name=None, timeout=None, check_task=None, check_items=None, **kwargs):
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timeout = TIMEOUT if timeout is None else timeout
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.upsert, data, partition_name, timeout], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run()
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return res, check_result
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@trace()
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def compact(self, timeout=None, check_task=None, check_items=None, **kwargs):
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timeout = TIMEOUT if timeout is None else timeout
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.compact, timeout], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run()
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return res, check_result
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@trace()
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def get_compaction_state(self, timeout=None, check_task=None, check_items=None, **kwargs):
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timeout = TIMEOUT if timeout is None else timeout
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.get_compaction_state, timeout], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run()
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return res, check_result
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@trace()
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def get_compaction_plans(self, timeout=None, check_task=None, check_items={}, **kwargs):
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timeout = TIMEOUT if timeout is None else timeout
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.get_compaction_plans, timeout], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run()
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return res, check_result
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def wait_for_compaction_completed(self, timeout=None, **kwargs):
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timeout = TIMEOUT * 3 if timeout is None else timeout
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res = self.collection.wait_for_compaction_completed(timeout, **kwargs)
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# log.debug(res)
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return res
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@trace()
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def get_replicas(self, timeout=None, check_task=None, check_items=None, **kwargs):
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timeout = TIMEOUT if timeout is None else timeout
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.get_replicas, timeout], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run()
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return res, check_result
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@trace()
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def describe(self, timeout=None, check_task=None, check_items=None):
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timeout = TIMEOUT if timeout is None else timeout
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.describe, timeout])
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check_result = ResponseChecker(res, func_name, check_task, check_items, check).run()
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return res, check_result
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@trace()
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def alter_index(self, index_name, extra_params={}, timeout=None, check_task=None, check_items=None, **kwargs):
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timeout = TIMEOUT if timeout is None else timeout
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.alter_index, index_name, extra_params, timeout], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run()
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return res, check_result
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@trace()
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def set_properties(self, extra_params={}, timeout=None, check_task=None, check_items=None, **kwargs):
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timeout = TIMEOUT if timeout is None else timeout
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func_name = sys._getframe().f_code.co_name
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res, check = api_request([self.collection.set_properties, extra_params, timeout], **kwargs)
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check_result = ResponseChecker(res, func_name, check_task, check_items, check, **kwargs).run()
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return res, check_result |