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