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https://gitee.com/milvus-io/milvus.git
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563 lines
28 KiB
Python
563 lines
28 KiB
Python
import pytest
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import random
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from base.client_base import TestcaseBase
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from utils.util_log import test_log as log
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from common import common_func as cf
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from common import common_type as ct
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from common.common_type import CaseLabel, CheckTasks
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prefix = "alias"
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exp_name = "name"
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exp_schema = "schema"
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default_schema = cf.gen_default_collection_schema()
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default_binary_schema = cf.gen_default_binary_collection_schema()
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default_nb = ct.default_nb
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default_nb_medium = ct.default_nb_medium
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default_nq = ct.default_nq
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default_dim = ct.default_dim
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default_limit = ct.default_limit
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default_search_exp = "int64 >= 0"
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default_search_field = ct.default_float_vec_field_name
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default_search_params = ct.default_search_params
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class TestAliasParams(TestcaseBase):
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""" Test cases of alias interface parameters"""
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pass
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class TestAliasParamsInvalid(TestcaseBase):
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""" Negative test cases of alias interface parameters"""
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@pytest.mark.tags(CaseLabel.L1)
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@pytest.mark.parametrize("alias_name", ["12-s", "12 s", "(mn)", "中文", "%$#", "a".join("a" for i in range(256))])
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def test_alias_create_alias_with_invalid_name(self, alias_name):
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"""
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target: test alias inserting data
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method: create a collection with invalid alias name
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expected: create alias failed
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"""
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self._connect()
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c_name = cf.gen_unique_str("collection")
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collection_w = self.init_collection_wrap(name=c_name, schema=default_schema,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: c_name, exp_schema: default_schema})
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error = {ct.err_code: 1, ct.err_msg: f"Invalid collection alias: {alias_name}"}
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self.utility_wrap.create_alias(collection_w.name, alias_name,
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check_task=CheckTasks.err_res,
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check_items=error)
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class TestAliasOperation(TestcaseBase):
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""" Test cases of alias interface operations"""
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@pytest.mark.tags(CaseLabel.L1)
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def test_alias_create_operation_default(self):
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"""
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target: test collection creating alias
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method:
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1.create a collection and create 10 partitions for it
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2.collection create an alias, then init a collection with this alias but not create partitions
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expected: collection is equal to alias
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"""
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self._connect()
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c_name = cf.gen_unique_str("collection")
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collection_w = self.init_collection_wrap(name=c_name, schema=default_schema,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: c_name, exp_schema: default_schema})
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for _ in range(10):
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partition_name = cf.gen_unique_str("partition")
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# create partition with different names and check the partition exists
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self.init_partition_wrap(collection_w, partition_name)
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assert collection_w.has_partition(partition_name)[0]
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alias_name = cf.gen_unique_str(prefix)
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self.utility_wrap.create_alias(collection_w.name, alias_name)
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collection_alias, _ = self.collection_wrap.init_collection(name=alias_name,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: alias_name,
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exp_schema: default_schema})
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# assert collection is equal to alias according to partitions
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assert [p.name for p in collection_w.partitions] == [p.name for p in collection_alias.partitions]
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@pytest.mark.tags(CaseLabel.L1)
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def test_alias_alter_operation_default(self):
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"""
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target: test collection altering alias
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method:
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1. create collection_1 with 10 partitions and its alias alias_a
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2. create collection_2 with 5 partitions and its alias alias_b
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3. collection_1 alter alias to alias_b
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expected:
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in step 1, collection_1 is equal to alias_a
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in step 2, collection_2 is equal to alias_b
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in step 3, collection_1 is equal to alias_a and alias_b, and collection_2 is not equal to alias_b
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"""
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self._connect()
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# create collection_1 with 10 partitions and its alias alias_a
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c_1_name = cf.gen_unique_str("collection")
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collection_1 = self.init_collection_wrap(name=c_1_name, schema=default_schema,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: c_1_name, exp_schema: default_schema})
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for _ in range(10):
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partition_name = cf.gen_unique_str("partition")
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# create partition with different names and check the partition exists
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self.init_partition_wrap(collection_1, partition_name)
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assert collection_1.has_partition(partition_name)[0]
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alias_a_name = cf.gen_unique_str(prefix)
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self.utility_wrap.create_alias(collection_1.name, alias_a_name)
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collection_alias_a, _ = self.collection_wrap.init_collection(name=alias_a_name,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: alias_a_name,
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exp_schema: default_schema})
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# assert collection is equal to alias according to partitions
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assert [p.name for p in collection_1.partitions] == [p.name for p in collection_alias_a.partitions]
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# create collection_2 with 5 partitions and its alias alias_b
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c_2_name = cf.gen_unique_str("collection")
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collection_2 = self.init_collection_wrap(name=c_2_name, schema=default_schema,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: c_2_name, exp_schema: default_schema})
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for _ in range(5):
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partition_name = cf.gen_unique_str("partition")
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# create partition with different names and check the partition exists
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self.init_partition_wrap(collection_2, partition_name)
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assert collection_2.has_partition(partition_name)[0]
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alias_b_name = cf.gen_unique_str(prefix)
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self.utility_wrap.create_alias(collection_2.name, alias_b_name)
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collection_alias_b, _ = self.collection_wrap.init_collection(name=alias_b_name,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: alias_b_name,
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exp_schema: default_schema})
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# assert collection is equal to alias according to partitions
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assert [p.name for p in collection_2.partitions] == [p.name for p in collection_alias_b.partitions]
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# collection_1 alter alias to alias_b
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self.utility_wrap.alter_alias(collection_1.name, alias_b_name)
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# collection_1 has two alias name, alias_a and alias_b, but collection_2 has no alias any more
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assert [p.name for p in collection_1.partitions] == [p.name for p in collection_alias_b.partitions]
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assert [p.name for p in collection_1.partitions] == [p.name for p in collection_alias_a.partitions]
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assert [p.name for p in collection_2.partitions] != [p.name for p in collection_alias_b.partitions]
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@pytest.mark.tags(CaseLabel.L1)
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def test_alias_drop_operation_default(self):
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"""
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target: test collection dropping alias
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method:
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1.create a collection with 10 partitions
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2.collection create an alias
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3.collection drop the alias
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expected:
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after step 2, collection is equal to alias
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after step 3, collection with alias name is not exist
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"""
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self._connect()
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c_name = cf.gen_unique_str("collection")
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collection_w = self.init_collection_wrap(name=c_name, schema=default_schema,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: c_name, exp_schema: default_schema})
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for _ in range(10):
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partition_name = cf.gen_unique_str("partition")
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# create partition with different names and check the partition exists
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self.init_partition_wrap(collection_w, partition_name)
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assert collection_w.has_partition(partition_name)[0]
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alias_name = cf.gen_unique_str(prefix)
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self.utility_wrap.create_alias(collection_w.name, alias_name)
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# collection_w.create_alias(alias_name)
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collection_alias, _ = self.collection_wrap.init_collection(name=alias_name,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: alias_name,
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exp_schema: default_schema})
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# assert collection is equal to alias according to partitions
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assert [p.name for p in collection_w.partitions] == [p.name for p in collection_alias.partitions]
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self.utility_wrap.drop_alias(alias_name)
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error = {ct.err_code: 0,
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ct.err_msg: f"Collection '{alias_name}' not exist, or you can pass in schema to create one"}
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collection_alias, _ = self.collection_wrap.init_collection(name=alias_name,
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check_task=CheckTasks.err_res,
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check_items=error)
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@pytest.mark.tags(CaseLabel.L1)
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def test_alias_exec_operations_as_collection(self):
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"""
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target: test alias
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1.creating partition,
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2.inserting data,
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3.creating index,
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4.loading collection,
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5.searching,
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6.releasing collection,
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method: follow the steps in target
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expected: all steps operated by alias can work
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"""
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create_partition_flag = True
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insert_data_flag = True
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create_index_flag = True
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load_collection_flag = True
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search_flag = True
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release_collection_flag = True
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self._connect()
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c_name = cf.gen_unique_str("collection")
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collection_w = self.init_collection_wrap(name=c_name, schema=default_schema,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: c_name, exp_schema: default_schema})
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alias_name = cf.gen_unique_str(prefix)
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self.utility_wrap.create_alias(collection_w.name, alias_name)
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# collection_w.create_alias(alias_name)
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collection_alias, _ = self.collection_wrap.init_collection(name=alias_name,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: alias_name,
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exp_schema: default_schema})
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# create partition by alias
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partition_name = cf.gen_unique_str("partition")
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try:
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collection_alias.create_partition(partition_name)
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except Exception as e:
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log.info(f"alias create partition failed with exception {e}")
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create_partition_flag = False
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collection_w.create_partition(partition_name)
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# assert partition
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pytest.assume(create_partition_flag is True and
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[p.name for p in collection_alias.partitions] == [p.name for p in collection_w.partitions])
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# insert data by alias
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df = cf.gen_default_dataframe_data(ct.default_nb)
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try:
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collection_alias.insert(data=df)
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except Exception as e:
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log.info(f"alias insert data failed with exception {e}")
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insert_data_flag = False
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collection_w.insert(data=df)
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# assert insert data
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pytest.assume(insert_data_flag is True and
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collection_w.num_entities == ct.default_nb and
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collection_alias.num_entities == ct.default_nb)
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# create index by alias
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default_index = {"index_type": "IVF_FLAT", "params": {"nlist": 128}, "metric_type": "L2"}
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try:
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collection_alias.create_index(field_name="float_vector", index_params=default_index)
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except Exception as e:
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log.info(f"alias create index failed with exception {e}")
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create_index_flag = False
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collection_w.create_index(field_name="float_vector", index_params=default_index)
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# assert create index
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pytest.assume(create_index_flag is True and
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collection_alias.has_index() is True and
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collection_w.has_index()[0] is True)
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# load by alias
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try:
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collection_alias.load()
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except Exception as e:
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log.info(f"alias load collection failed with exception {e}")
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load_collection_flag = False
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collection_w.load()
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# assert load
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pytest.assume(load_collection_flag is True)
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# search by alias
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topK = 5
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search_params = {"metric_type": "L2", "params": {"nprobe": 10}}
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query = [[random.random() for _ in range(ct.default_dim)] for _ in range(1)]
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alias_res = None
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try:
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alias_res = collection_alias.search(
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query, "float_vector", search_params, topK,
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"int64 >= 0", output_fields=["int64"]
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)
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except Exception as e:
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log.info(f"alias search failed with exception {e}")
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search_flag = False
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collection_res, _ = collection_w.search(
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query, "float_vector", search_params, topK,
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"int64 >= 0", output_fields=["int64"]
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)
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# assert search
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pytest.assume(search_flag is True and alias_res[0].ids == collection_res[0].ids)
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# release by alias
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try:
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collection_alias.release()
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except Exception as e:
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log.info(f"alias release failed with exception {e}")
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release_collection_flag = False
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collection_w.release()
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# assert release
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pytest.assume(release_collection_flag is True)
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@pytest.mark.tags(CaseLabel.L1)
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def test_alias_called_by_utility_has_collection(self):
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"""
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target: test utility has collection by alias
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method:
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1.create collection with alias
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2.call has_collection function with alias as param
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expected: result is True
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"""
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self._connect()
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c_name = cf.gen_unique_str("collection")
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collection_w = self.init_collection_wrap(name=c_name, schema=default_schema,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: c_name, exp_schema: default_schema})
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alias_name = cf.gen_unique_str(prefix)
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self.utility_wrap.create_alias(collection_w.name, alias_name)
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# collection_w.create_alias(alias_name)
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collection_alias, _ = self.collection_wrap.init_collection(name=alias_name,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: alias_name,
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exp_schema: default_schema})
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res, _ = self.utility_wrap.has_collection(alias_name)
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assert res is True
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@pytest.mark.tags(CaseLabel.L1)
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def test_alias_called_by_utility_drop_collection(self):
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"""
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target: test utility drop collection by alias
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method:
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1.create collection with alias
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2.call drop_collection function with alias as param
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expected: Got error: collection cannot be dropped via alias.
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"""
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self._connect()
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c_name = cf.gen_unique_str("collection")
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collection_w = self.init_collection_wrap(name=c_name, schema=default_schema,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: c_name, exp_schema: default_schema})
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alias_name = cf.gen_unique_str(prefix)
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self.utility_wrap.create_alias(collection_w.name, alias_name)
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# collection_w.create_alias(alias_name)
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collection_alias, _ = self.collection_wrap.init_collection(name=alias_name,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: alias_name,
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exp_schema: default_schema})
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assert self.utility_wrap.has_collection(c_name)[0]
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error = {ct.err_code: 1, ct.err_msg: f"cannot drop the collection via alias = {alias_name}"}
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self.utility_wrap.drop_collection(alias_name,
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check_task=CheckTasks.err_res,
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check_items=error)
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self.utility_wrap.drop_collection(c_name)
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assert not self.utility_wrap.has_collection(c_name)[0]
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@pytest.mark.tags(CaseLabel.L1)
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def test_alias_called_by_utility_has_partition(self):
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"""
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target: test utility has partition by alias
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method:
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1.create collection with partition and alias
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2.call has_partition function with alias as param
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expected: result is True
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"""
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self._connect()
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c_name = cf.gen_unique_str("collection")
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collection_w = self.init_collection_wrap(name=c_name, schema=default_schema,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: c_name, exp_schema: default_schema})
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partition_name = cf.gen_unique_str("partition")
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self.init_partition_wrap(collection_w, partition_name)
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alias_name = cf.gen_unique_str(prefix)
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self.utility_wrap.create_alias(collection_w.name, alias_name)
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# collection_w.create_alias(alias_name)
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collection_alias, _ = self.collection_wrap.init_collection(name=alias_name,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: alias_name,
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exp_schema: default_schema})
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res, _ = self.utility_wrap.has_partition(alias_name, partition_name)
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assert res is True
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class TestAliasOperationInvalid(TestcaseBase):
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""" Negative test cases of alias interface operations"""
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@pytest.mark.tags(CaseLabel.L1)
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def test_alias_create_duplication_alias(self):
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"""
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target: test two collections creating alias with same name
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method:
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1.create a collection_1 with alias name alias_a
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2.create a collection_2 also with alias name alias_a
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expected:
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in step 2, creating alias with a duplication name is not allowed
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"""
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self._connect()
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c_1_name = cf.gen_unique_str("collection")
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collection_1 = self.init_collection_wrap(name=c_1_name, schema=default_schema,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: c_1_name, exp_schema: default_schema})
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alias_a_name = cf.gen_unique_str(prefix)
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self.utility_wrap.create_alias(collection_1.name, alias_a_name)
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# collection_1.create_alias(alias_a_name)
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c_2_name = cf.gen_unique_str("collection")
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collection_2 = self.init_collection_wrap(name=c_2_name, schema=default_schema,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: c_2_name, exp_schema: default_schema})
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error = {ct.err_code: 1, ct.err_msg: "Create alias failed: duplicate collection alias"}
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self.utility_wrap.create_alias(collection_2.name, alias_a_name,
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check_task=CheckTasks.err_res,
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check_items=error)
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# collection_2.create_alias(alias_a_name,
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# check_task=CheckTasks.err_res,
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# check_items=error)
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@pytest.mark.tags(CaseLabel.L1)
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def test_alias_alter_not_exist_alias(self):
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"""
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target: test collection altering to alias which is not exist
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method:
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1.create a collection with alias
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2.collection alters to an alias name which is not exist
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expected:
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in step 2, alter alias with a not exist name is not allowed
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"""
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self._connect()
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c_name = cf.gen_unique_str("collection")
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collection_w = self.init_collection_wrap(name=c_name, schema=default_schema,
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check_task=CheckTasks.check_collection_property,
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check_items={exp_name: c_name, exp_schema: default_schema})
|
|
alias_name = cf.gen_unique_str(prefix)
|
|
self.utility_wrap.create_alias(collection_w.name, alias_name)
|
|
# collection_w.create_alias(alias_name)
|
|
|
|
alias_not_exist_name = cf.gen_unique_str(prefix)
|
|
error = {ct.err_code: 1, ct.err_msg: "Alter alias failed: alias does not exist"}
|
|
self.utility_wrap.alter_alias(collection_w.name, alias_not_exist_name,
|
|
check_task=CheckTasks.err_res,
|
|
check_items=error)
|
|
# collection_w.alter_alias(alias_not_exist_name,
|
|
# check_task=CheckTasks.err_res,
|
|
# check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
@pytest.mark.skip("not supported on mysql")
|
|
def test_alias_drop_not_exist_alias(self):
|
|
"""
|
|
target: test collection dropping alias which is not exist
|
|
method:
|
|
1.create a collection with alias
|
|
2.collection drop alias which is not exist
|
|
expected: drop alias failed
|
|
"""
|
|
self._connect()
|
|
c_name = cf.gen_unique_str("collection")
|
|
collection_w = self.init_collection_wrap(name=c_name, schema=default_schema,
|
|
check_task=CheckTasks.check_collection_property,
|
|
check_items={exp_name: c_name, exp_schema: default_schema})
|
|
alias_name = cf.gen_unique_str(prefix)
|
|
self.utility_wrap.create_alias(collection_w.name, alias_name)
|
|
# collection_w.create_alias(alias_name)
|
|
|
|
alias_not_exist_name = cf.gen_unique_str(prefix)
|
|
error = {ct.err_code: 1, ct.err_msg: "Drop alias failed: alias does not exist"}
|
|
# self.utility_wrap.drop_alias(alias_not_exist_name,
|
|
# check_task=CheckTasks.err_res,
|
|
# check_items=error)
|
|
# @longjiquan: dropping alias should be idempotent.
|
|
self.utility_wrap.drop_alias(alias_not_exist_name)
|
|
|
|
#
|
|
# collection_w.drop_alias(alias_not_exist_name,
|
|
# check_task=CheckTasks.err_res,
|
|
# check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
def test_alias_drop_same_alias_twice(self):
|
|
"""
|
|
target: test collection dropping same alias twice
|
|
method:
|
|
1.create a collection with alias
|
|
2.collection drop alias
|
|
3.collection drop alias again
|
|
expected: drop alias failed
|
|
"""
|
|
self._connect()
|
|
c_name = cf.gen_unique_str("collection")
|
|
collection_w = self.init_collection_wrap(name=c_name, schema=default_schema,
|
|
check_task=CheckTasks.check_collection_property,
|
|
check_items={exp_name: c_name, exp_schema: default_schema})
|
|
alias_name = cf.gen_unique_str(prefix)
|
|
self.utility_wrap.create_alias(collection_w.name, alias_name)
|
|
self.utility_wrap.drop_alias(alias_name)
|
|
# collection_w.create_alias(alias_name)
|
|
# collection_w.drop_alias(alias_name)
|
|
|
|
# @longjiquan: dropping alias should be idempotent.
|
|
self.utility_wrap.drop_alias(alias_name)
|
|
|
|
# error = {ct.err_code: 1, ct.err_msg: "Drop alias failed: alias does not exist"}
|
|
# self.utility_wrap.drop_alias(alias_name,
|
|
# check_task=CheckTasks.err_res,
|
|
# check_items=error)
|
|
|
|
# collection_w.drop_alias(alias_name,
|
|
# check_task=CheckTasks.err_res,
|
|
# check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
def test_alias_create_dup_name_collection(self):
|
|
"""
|
|
target: test creating a collection with a same name as alias, but a different schema
|
|
method:
|
|
1.create a collection with alias
|
|
2.create a collection with same name as alias, but a different schema
|
|
expected: in step 2, create collection failed
|
|
"""
|
|
self._connect()
|
|
c_name = cf.gen_unique_str("collection")
|
|
collection_w = self.init_collection_wrap(name=c_name, schema=default_schema,
|
|
check_task=CheckTasks.check_collection_property,
|
|
check_items={exp_name: c_name, exp_schema: default_schema})
|
|
alias_name = cf.gen_unique_str(prefix)
|
|
self.utility_wrap.create_alias(collection_w.name, alias_name)
|
|
# collection_w.create_alias(alias_name)
|
|
|
|
error = {ct.err_code: 0,
|
|
ct.err_msg: "The collection already exist, but the schema is not the same as the schema passed in"}
|
|
self.init_collection_wrap(alias_name, schema=default_binary_schema,
|
|
check_task=CheckTasks.err_res,
|
|
check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
def test_alias_drop_collection_by_alias(self):
|
|
"""
|
|
target: test dropping a collection by alias
|
|
method:
|
|
1.create a collection with alias
|
|
2.drop a collection by alias
|
|
expected: in step 2, drop collection by alias failed by design
|
|
"""
|
|
self._connect()
|
|
c_name = cf.gen_unique_str("collection")
|
|
collection_w = self.init_collection_wrap(name=c_name, schema=default_schema,
|
|
check_task=CheckTasks.check_collection_property,
|
|
check_items={exp_name: c_name, exp_schema: default_schema})
|
|
alias_name = cf.gen_unique_str(prefix)
|
|
self.utility_wrap.create_alias(collection_w.name, alias_name)
|
|
# collection_w.create_alias(alias_name)
|
|
collection_alias, _ = self.collection_wrap.init_collection(name=alias_name,
|
|
check_task=CheckTasks.check_collection_property,
|
|
check_items={exp_name: alias_name,
|
|
exp_schema: default_schema})
|
|
|
|
with pytest.raises(Exception):
|
|
collection_alias.drop()
|