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dac1925afc
* update index case Signed-off-by: zhenwu <zhenwu@milvus.io> * add index cases Signed-off-by: zw <zw@milvus.io> * update index case Signed-off-by: zw <zw@milvus.io> * update utility cases Signed-off-by: zw <zw@milvus.io> * [skip ci] update index cases Signed-off-by: zw <zw@milvus.io> Co-authored-by: zhenwu <zhenwu@milvus.io> Co-authored-by: zw <zw@milvus.io>
419 lines
15 KiB
Python
419 lines
15 KiB
Python
import copy
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import pdb
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import pytest
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from pymilvus_orm import FieldSchema
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from base.client_base import TestcaseBase
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from base.collection_wrapper import ApiCollectionWrapper
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from base.partition_wrapper import ApiPartitionWrapper
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from base.index_wrapper import ApiIndexWrapper
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from base.utility_wrapper import ApiUtilityWrapper
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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 = "utility"
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default_schema = cf.gen_default_collection_schema()
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default_field_name = ct.default_float_vec_field_name
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default_index_params = {"index_type": "IVF_SQ8", "metric_type": "L2", "params": {"nlist": 64}}
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class TestUtilityParams(TestcaseBase):
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""" Test case of index interface """
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@pytest.fixture(
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scope="function",
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params=ct.get_invalid_strs
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)
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def get_invalid_collection_name(self, request):
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yield request.param
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@pytest.fixture(
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scope="function",
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params=ct.get_invalid_strs
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)
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def get_invalid_partition_name(self, request):
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yield request.param
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@pytest.mark.tags(CaseLabel.L1)
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def test_has_collection_name_invalid(self, get_invalid_collection_name):
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"""
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target: test has_collection with error collection name
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method: input invalid name
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expected: raise exception
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"""
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c_name = get_invalid_collection_name
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self.utility_wrap.has_collection(c_name, check_task=CheckTasks.err_res, check_items={"err_code": 1, "err_msg": "NoneType"})
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@pytest.mark.tags(CaseLabel.L1)
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def test_has_partition_collection_name_invalid(self, get_invalid_collection_name):
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"""
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target: test has_partition with error collection name
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method: input invalid name
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expected: raise exception
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"""
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c_name = get_invalid_collection_name
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p_name = cf.gen_unique_str(prefix)
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self.utility_wrap.has_partition(c_name, p_name, check_task=CheckTasks.err_res, check_items={"err_code": 1, "err_msg": "NoneType"})
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@pytest.mark.tags(CaseLabel.L1)
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def test_has_partition_name_invalid(self, get_invalid_partition_name):
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"""
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target: test has_partition with error partition name
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method: input invalid name
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expected: raise exception
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"""
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self._connect()
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ut = ApiUtilityWrapper()
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c_name = cf.gen_unique_str(prefix)
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p_name = get_invalid_partition_name
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ex, _ = ut.has_partition(c_name, p_name)
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log.error(str(ex))
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assert "invalid" or "illegal" in str(ex)
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@pytest.mark.tags(CaseLabel.L1)
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def test_list_collections_using_invalid(self):
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"""
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target: test list_collections with invalid using
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method: input invalid name
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expected: raise exception
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"""
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self._connect()
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using = "empty"
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ut = ApiUtilityWrapper(using=using)
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ex, _ = ut.list_collections()
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log.error(str(ex))
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assert "invalid" or "illegal" in str(ex)
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@pytest.mark.tags(CaseLabel.L1)
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def test_index_process_invalid_name(self, get_invalid_collection_name):
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"""
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target: test building_process
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method: input invalid name
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expected: raise exception
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"""
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self._connect()
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c_name = get_invalid_collection_name
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ut = ApiUtilityWrapper()
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ex, _ = ut.index_building_progress(c_name)
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log.error(str(ex))
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assert "invalid" or "illegal" in str(ex)
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# TODO: not support index name
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@pytest.mark.tags(CaseLabel.L1)
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def _test_index_process_invalid_index_name(self, get_invalid_index_name):
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"""
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target: test building_process
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method: input invalid index name
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expected: raise exception
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"""
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self._connect()
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c_name = cf.gen_unique_str(prefix)
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index_name = get_invalid_index_name
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ut = ApiUtilityWrapper()
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ex, _ = ut.index_building_progress(c_name, index_name)
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log.error(str(ex))
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assert "invalid" or "illegal" in str(ex)
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@pytest.mark.tags(CaseLabel.L1)
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def test_wait_index_invalid_name(self, get_invalid_collection_name):
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"""
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target: test wait_index
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method: input invalid name
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expected: raise exception
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"""
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self._connect()
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c_name = get_invalid_collection_name
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ut = ApiUtilityWrapper()
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ex, _ = ut.wait_for_index_building_complete(c_name)
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log.error(str(ex))
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assert "invalid" or "illegal" in str(ex)
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@pytest.mark.tags(CaseLabel.L1)
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def test_wait_index_invalid_index_name(self, get_invalid_index_name):
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"""
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target: test wait_index
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method: input invalid index name
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expected: raise exception
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"""
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self._connect()
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c_name = cf.gen_unique_str(prefix)
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index_name = get_invalid_index_name
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ut = ApiUtilityWrapper()
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ex, _ = ut.wait_for_index_building_complete(c_name, index_name)
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log.error(str(ex))
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assert "invalid" or "illegal" in str(ex)
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class TestUtilityBase(TestcaseBase):
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""" Test case of index interface """
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@pytest.mark.tags(CaseLabel.L1)
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def test_has_collection(self):
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"""
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target: test has_collection with collection name
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method: input collection name created before
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expected: True
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"""
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cw = self.init_collection_wrap()
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res, _ = self.utility_wrap.has_collection(cw.name)
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assert res is True
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@pytest.mark.tags(CaseLabel.L1)
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def test_has_collection_not_created(self):
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"""
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target: test has_collection with collection name which is not created
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method: input random collection name
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expected: False
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"""
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c_name = cf.gen_unique_str(prefix)
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_ = self.init_collection_wrap()
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res, _ = self.utility_wrap.has_collection(c_name)
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assert res is False
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@pytest.mark.tags(CaseLabel.L1)
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def test_has_collection_after_drop(self):
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"""
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target: test has_collection with collection name droped before
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method: input random collection name
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expected: False
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"""
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c_name = cf.gen_unique_str(prefix)
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cw = self.init_collection_wrap(name=c_name)
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res, _ = self.utility_wrap.has_collection(c_name)
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assert res is True
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cw.drop()
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res, _ = self.utility_wrap.has_collection(c_name)
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assert res is False
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@pytest.mark.tags(CaseLabel.L1)
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def test_has_partition(self):
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"""
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target: test has_partition with partition name
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method: input collection name and partition name created before
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expected: True
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"""
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c_name = cf.gen_unique_str(prefix)
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p_name = cf.gen_unique_str(prefix)
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cw = self.init_collection_wrap(name=c_name)
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self.init_partition_wrap(cw, p_name)
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res, _ = self.utility_wrap.has_partition(c_name, p_name)
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assert res is True
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@pytest.mark.tags(CaseLabel.L1)
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def test_has_partition_not_created(self):
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"""
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target: test has_partition with partition name
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method: input collection name, and partition name not created before
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expected: True
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"""
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c_name = cf.gen_unique_str(prefix)
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p_name = cf.gen_unique_str()
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self.init_collection_wrap(name=c_name)
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res, _ = self.utility_wrap.has_partition(c_name, p_name)
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assert res is False
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@pytest.mark.tags(CaseLabel.L1)
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def test_has_partition_after_drop(self):
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"""
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target: test has_partition with partition name
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method: input collection name, and partition name dropped
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expected: True
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"""
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c_name = cf.gen_unique_str(prefix)
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p_name = cf.gen_unique_str()
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cw = self.init_collection_wrap(name=c_name)
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pw = self.init_partition_wrap(cw, p_name)
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res, _ = self.utility_wrap.has_partition(c_name, p_name)
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assert res is True
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pw.drop()
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res, _ = self.utility_wrap.has_partition(c_name, p_name)
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assert res is False
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@pytest.mark.xfail(reason="issue #5667")
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@pytest.mark.tags(CaseLabel.L1)
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def test_list_collections(self):
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"""
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target: test list_collections
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method: create collection, list_collections
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expected: in the result
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"""
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c_name = cf.gen_unique_str(prefix)
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self.init_collection_wrap(name=c_name)
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res, _ = self.utility_wrap.list_collections()
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assert c_name in res
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# TODO: make sure all collections deleted
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@pytest.mark.tags(CaseLabel.L1)
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def _test_list_collections_no_collection(self):
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"""
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target: test list_collections
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method: no collection created, list_collections
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expected: length of the result equals to 0
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"""
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self._connect()
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res, _ = self.utility_wrap.list_collections()
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assert len(res) == 0
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@pytest.mark.tags(CaseLabel.L1)
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def test_index_process_collection_not_existed(self):
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"""
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target: test building_process
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method: input collection not created before
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expected: raise exception
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"""
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self._connect()
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c_name = cf.gen_unique_str(prefix)
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self.utility_wrap.index_building_progress(c_name, check_task=CheckTasks.err_res, check_items={"err_code": 1, "err_msg": "can't find collection"})
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@pytest.mark.xfail(reason="issue #5673")
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@pytest.mark.tags(CaseLabel.L1)
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def test_index_process_collection_empty(self):
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"""
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target: test building_process
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method: input empty collection
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expected: no exception raised
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"""
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c_name = cf.gen_unique_str(prefix)
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self.init_collection_wrap(name=c_name)
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res, _ = self.utility_wrap.index_building_progress(c_name)
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assert "indexed_rows" in res
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assert res["indexed_rows"] == 0
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assert "total_rows" in res
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assert res["total_rows"] == 0
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@pytest.mark.xfail(reason="issue #5674")
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@pytest.mark.tags(CaseLabel.L1)
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def test_index_process_collection_insert_no_index(self):
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"""
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target: test building_process
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method: insert 1 entity, no index created
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expected: no exception raised
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"""
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nb = 1
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c_name = cf.gen_unique_str(prefix)
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cw = self.init_collection_wrap(name=c_name)
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data = cf.gen_default_list_data(nb)
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cw.insert(data=data)
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res, _ = self.utility_wrap.index_building_progress(c_name)
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assert "indexed_rows" in res
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assert res["indexed_rows"] == 0
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assert "total_rows" in res
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assert res["total_rows"] == nb
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@pytest.mark.xfail(reason="issue #5674")
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@pytest.mark.tags(CaseLabel.L1)
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def test_index_process_collection_index(self):
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"""
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target: test building_process
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method: insert 1200 entities, build and call building_process
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expected: 1200 entity indexed
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"""
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nb = 1200
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c_name = cf.gen_unique_str(prefix)
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cw = self.init_collection_wrap(name=c_name)
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data = cf.gen_default_list_data(nb)
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cw.insert(data=data)
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res, _ = self.utility_wrap.index_building_progress(c_name)
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assert "indexed_rows" in res
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assert res["indexed_rows"] == nb
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assert "total_rows" in res
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assert res["total_rows"] == nb
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@pytest.mark.tags(CaseLabel.L1)
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def test_index_process_collection_indexing(self):
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"""
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target: test building_process
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method: call building_process during building
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expected: 1200 entity indexed
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"""
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nb = 1200
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c_name = cf.gen_unique_str(prefix)
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cw = self.init_collection_wrap(name=c_name)
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data = cf.gen_default_list_data(nb)
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cw.insert(data=data)
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cw.create_index(default_field_name, default_index_params)
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res, _ = self.utility_wrap.index_building_progress(c_name)
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for _ in range(2):
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assert "indexed_rows" in res
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assert res["indexed_rows"] <= nb
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assert res["indexed_rows"] >= 0
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assert "total_rows" in res
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assert res["total_rows"] == nb
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@pytest.mark.tags(CaseLabel.L1)
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def test_wait_index_collection_not_existed(self):
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"""
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target: test wait_index
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method: input collection not created before
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expected: raise exception
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"""
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self._connect()
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c_name = cf.gen_unique_str(prefix)
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self.utility_wrap.wait_for_index_building_complete(c_name, check_task=CheckTasks.err_res, check_items={"err_code": 1, "err_msg": "can't find collection"})
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@pytest.mark.tags(CaseLabel.L1)
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def test_wait_index_collection_empty(self):
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"""
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target: test wait_index
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method: input empty collection
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expected: no exception raised
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"""
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self._connect()
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c_name = cf.gen_unique_str(prefix)
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self.init_collection_wrap(name=c_name)
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res, _ = self.utility_wrap.wait_for_index_building_complete(c_name)
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assert res is None
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@pytest.mark.tags(CaseLabel.L1)
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def test_wait_index_collection_index(self):
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"""
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target: test wait_index
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method: insert 1200 entities, build and call wait_index
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expected: 1200 entity indexed
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"""
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nb = 1200
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c_name = cf.gen_unique_str(prefix)
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cw = self.init_collection_wrap(name=c_name)
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data = cf.gen_default_list_data(nb)
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cw.insert(data=data)
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cw.create_index(default_field_name, default_index_params)
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res, _ = self.utility_wrap.wait_for_index_building_complete(c_name)
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assert res is None
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res, _ = self.utility_wrap.index_building_progress(c_name)
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assert res["indexed_rows"] == nb
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class TestUtilityAdvanced(TestcaseBase):
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""" Test case of index interface """
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@pytest.mark.tags(CaseLabel.L2)
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def test_has_collection_multi_collections(self):
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"""
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target: test has_collection with collection name
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method: input collection name created before
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expected: True
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"""
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c_name = cf.gen_unique_str(prefix)
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c_name_2 = cf.gen_unique_str(prefix)
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self.init_collection_wrap(name=c_name)
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self.init_collection_wrap(name=c_name_2)
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for name in [c_name, c_name_2]:
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res, _ = self.utility_wrap.has_collection(name)
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assert res is True
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@pytest.mark.tags(CaseLabel.L2)
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def test_list_collections_multi_collection(self):
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"""
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target: test list_collections
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method: create collection, list_collections
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expected: in the result
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"""
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c_name = cf.gen_unique_str(prefix)
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c_name_2 = cf.gen_unique_str(prefix)
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self.init_collection_wrap(name=c_name)
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self.init_collection_wrap(name=c_name_2)
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res, _ = self.utility_wrap.list_collections()
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for name in [c_name, c_name_2]:
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assert name in res
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