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1079 lines
53 KiB
Python
1079 lines
53 KiB
Python
import multiprocessing
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import numbers
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import random
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import numpy
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import threading
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import pytest
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import pandas as pd
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import decimal
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from decimal import Decimal, getcontext
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from time import sleep
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import heapq
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from pymilvus import DataType
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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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from utils.util_pymilvus import *
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from common.constants import *
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from pymilvus.orm.types import CONSISTENCY_STRONG, CONSISTENCY_BOUNDED, CONSISTENCY_SESSION, CONSISTENCY_EVENTUALLY
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from base.high_level_api_wrapper import HighLevelApiWrapper
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client_w = HighLevelApiWrapper()
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prefix = "milvus_client_api_partition"
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partition_prefix = "milvus_client_api_partition"
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epsilon = ct.epsilon
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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 = "id >= 0"
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exp_res = "exp_res"
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default_search_string_exp = "varchar >= \"0\""
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default_search_mix_exp = "int64 >= 0 && varchar >= \"0\""
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default_invaild_string_exp = "varchar >= 0"
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default_json_search_exp = "json_field[\"number\"] >= 0"
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perfix_expr = 'varchar like "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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default_primary_key_field_name = "id"
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default_vector_field_name = "vector"
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default_float_field_name = ct.default_float_field_name
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default_bool_field_name = ct.default_bool_field_name
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default_string_field_name = ct.default_string_field_name
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default_int32_array_field_name = ct.default_int32_array_field_name
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default_string_array_field_name = ct.default_string_array_field_name
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class TestMilvusClientPartitionInvalid(TestcaseBase):
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""" Test case of search interface """
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@pytest.fixture(scope="function", params=[False, True])
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def auto_id(self, request):
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yield request.param
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@pytest.fixture(scope="function", params=["COSINE", "L2"])
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def metric_type(self, request):
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yield request.param
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"""
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******************************************************************
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# The following are invalid base cases
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******************************************************************
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"""
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@pytest.mark.tags(CaseLabel.L1)
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@pytest.mark.parametrize("collection_name", ["12-s", "12 s", "(mn)", "中文", "%$#"])
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def test_milvus_client_partition_invalid_collection_name(self, collection_name):
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"""
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target: test fast create collection normal case
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method: create collection
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expected: create collection with default schema, index, and load successfully
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"""
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client = self._connect(enable_milvus_client_api=True)
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partition_name = cf.gen_unique_str(partition_prefix)
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# 2. create partition
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error = {ct.err_code: 1100, ct.err_msg: f"Invalid collection name: {collection_name}. the first character of a "
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f"collection name must be an underscore or letter: invalid parameter"}
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client_w.create_partition(client, collection_name, partition_name,
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check_task=CheckTasks.err_res, check_items=error)
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@pytest.mark.tags(CaseLabel.L1)
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def test_milvus_client_partition_collection_name_over_max_length(self):
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"""
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target: test fast create collection normal case
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method: create collection
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expected: create collection with default schema, index, and load successfully
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"""
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client = self._connect(enable_milvus_client_api=True)
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collection_name = "a".join("a" for i in range(256))
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partition_name = cf.gen_unique_str(partition_prefix)
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# 2. create partition
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error = {ct.err_code: 1100, ct.err_msg: f"Invalid collection name: {collection_name}. the length of a collection name "
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f"must be less than 255 characters: invalid parameter"}
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client_w.create_partition(client, collection_name, partition_name,
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check_task=CheckTasks.err_res, check_items=error)
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@pytest.mark.tags(CaseLabel.L1)
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def test_milvus_client_partition_not_exist_collection_name(self):
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"""
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target: test fast create collection normal case
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method: create collection
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expected: create collection with default schema, index, and load successfully
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"""
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client = self._connect(enable_milvus_client_api=True)
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collection_name = cf.gen_unique_str("partition_not_exist")
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partition_name = cf.gen_unique_str(partition_prefix)
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# 2. create partition
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error = {ct.err_code: 100, ct.err_msg: f"collection not found[database=default]"
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f"[collection={collection_name}]"}
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client_w.create_partition(client, collection_name, partition_name,
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check_task=CheckTasks.err_res, check_items=error)
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@pytest.mark.tags(CaseLabel.L1)
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@pytest.mark.parametrize("partition_name", ["12-s", "12 s", "(mn)", "中文", "%$#"])
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def test_milvus_client_partition_invalid_partition_name(self, partition_name):
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"""
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target: test fast create collection normal case
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method: create collection
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expected: create collection with default schema, index, and load successfully
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"""
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client = self._connect(enable_milvus_client_api=True)
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collection_name = cf.gen_unique_str(prefix)
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# 2. create partition
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client_w.create_collection(client, collection_name, default_dim)
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error = {ct.err_code: 65535, ct.err_msg: f"Invalid partition name: {partition_name}. The first character of a "
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f"partition name must be an underscore or letter.]"}
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client_w.create_partition(client, collection_name, partition_name,
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check_task=CheckTasks.err_res, check_items=error)
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@pytest.mark.tags(CaseLabel.L1)
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def test_milvus_client_partition_name_lists(self):
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"""
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target: test fast create collection normal case
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method: create collection
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expected: create collection with default schema, index, and load successfully
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"""
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client = self._connect(enable_milvus_client_api=True)
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collection_name = cf.gen_unique_str(prefix)
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partition_names = [cf.gen_unique_str(partition_prefix), cf.gen_unique_str(partition_prefix)]
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# 2. create partition
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client_w.create_collection(client, collection_name, default_dim)
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error = {ct.err_code: 1, ct.err_msg: f"`partition_name` value {partition_names} is illegal"}
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client_w.create_partition(client, collection_name, partition_names,
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check_task=CheckTasks.err_res, check_items=error)
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@pytest.mark.tags(CaseLabel.L2)
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@pytest.mark.skip(reason="Take much running time")
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def test_milvus_client_create_over_max_partition_num(self):
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"""
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target: test create more than maximum partitions
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method: create 4097 partitions
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expected: raise exception
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"""
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client = self._connect(enable_milvus_client_api=True)
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collection_name = cf.gen_unique_str(prefix)
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partition_nums = 4095
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# 1. create collection
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client_w.create_collection(client, collection_name, default_dim)
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for i in range(partition_nums):
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partition_name = cf.gen_unique_str(partition_prefix)
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# 2. create partition
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client_w.create_partition(client, collection_name, partition_name)
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results = client_w.list_partitions(client, collection_name)[0]
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assert len(results) == partition_nums + 1
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partition_name = cf.gen_unique_str(partition_prefix)
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error = {ct.err_code: 65535, ct.err_msg: f"partition number (4096) exceeds max configuration (4096), "
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f"collection: {collection_name}"}
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client_w.create_partition(client, collection_name, partition_name,
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check_task=CheckTasks.err_res, check_items=error)
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class TestMilvusClientPartitionValid(TestcaseBase):
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""" Test case of search interface """
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@pytest.fixture(scope="function", params=[False, True])
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def auto_id(self, request):
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yield request.param
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@pytest.fixture(scope="function", params=["COSINE", "L2", "IP"])
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def metric_type(self, request):
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yield request.param
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@pytest.fixture(scope="function", params=["int", "string"])
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def id_type(self, request):
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yield request.param
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"""
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******************************************************************
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# The following are valid base cases
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******************************************************************
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"""
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@pytest.mark.tags(CaseLabel.L0)
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@pytest.mark.skip(reason="pymilvus issue 1880")
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def test_milvus_client_partition_default(self):
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"""
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target: test fast create collection normal case
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method: create collection
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expected: create collection with default schema, index, and load successfully
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"""
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client = self._connect(enable_milvus_client_api=True)
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collection_name = cf.gen_unique_str(prefix)
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partition_name = cf.gen_unique_str(partition_prefix)
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# 1. create collection
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client_w.create_collection(client, collection_name, default_dim, consistency_level="Strong")
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# 2. create partition
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client_w.create_partition(client, collection_name, partition_name)
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partitions = client_w.list_partitions(client, collection_name)[0]
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assert partition_name in partitions
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index = client_w.list_indexes(client, collection_name)[0]
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assert index == ['vector']
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# load_state = client_w.get_load_state(collection_name)[0]
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# 3. insert
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rng = np.random.default_rng(seed=19530)
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rows = [{default_primary_key_field_name: i, default_vector_field_name: list(rng.random((1, default_dim))[0]),
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default_float_field_name: i * 1.0, default_string_field_name: str(i)} for i in range(default_nb)]
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client_w.insert(client, collection_name, rows)
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# 3. search
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vectors_to_search = rng.random((1, default_dim))
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insert_ids = [i for i in range(default_nb)]
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client_w.search(client, collection_name, vectors_to_search,
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partition_names=partitions,
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check_task=CheckTasks.check_search_results,
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check_items={"enable_milvus_client_api": True,
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"nq": len(vectors_to_search),
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"ids": insert_ids,
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"limit": default_limit})
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# 4. query
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res = client_w.query(client, collection_name, filter=default_search_exp,
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output_fields=["vector"], partition_names=partitions,
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check_task=CheckTasks.check_query_results,
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check_items={exp_res: rows,
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"with_vec": True,
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"primary_field": default_primary_key_field_name})[0]
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assert set(res[0].keys()) == {"ids", "vector"}
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partition_number = client_w.get_partition_stats(client, collection_name, "_default")[0]
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assert partition_number == default_nb
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partition_number = client_w.get_partition_stats(client, collection_name, partition_name)[0]
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assert partition_number[0]['value'] == 0
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if client_w.has_partition(client, collection_name, partition_name)[0]:
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client_w.release_partitions(client, collection_name, partition_name)
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client_w.drop_partition(client, collection_name, partition_name)
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if client_w.has_collection(client, collection_name)[0]:
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client_w.drop_collection(client, collection_name)
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@pytest.mark.tags(CaseLabel.L2)
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def test_milvus_client_create_partition_name_existed(self):
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"""
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target: test fast create collection normal case
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method: create collection
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expected: create partition successfully with only one partition created
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"""
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client = self._connect(enable_milvus_client_api=True)
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collection_name = cf.gen_unique_str(prefix)
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partition_name = cf.gen_unique_str(partition_prefix)
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# 2. create partition
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client_w.create_collection(client, collection_name, default_dim)
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client_w.create_partition(client, collection_name, "_default")
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results = client_w.list_partitions(client, collection_name)[0]
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assert len(results) == 1
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client_w.create_partition(client, collection_name, partition_name)
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results = client_w.list_partitions(client, collection_name)[0]
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assert len(results) == 2
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client_w.create_partition(client, collection_name, partition_name)
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results = client_w.list_partitions(client, collection_name)[0]
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assert len(results) == 2
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@pytest.mark.tags(CaseLabel.L2)
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def test_milvus_client_drop_partition_not_exist_partition(self):
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"""
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target: test drop not exist partition
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method: create collection
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expected: drop successfully
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"""
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client = self._connect(enable_milvus_client_api=True)
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collection_name = cf.gen_unique_str(prefix)
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partition_name = cf.gen_unique_str("partition_not_exist")
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# 2. create partition
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client_w.create_collection(client, collection_name, default_dim)
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client_w.drop_partition(client, collection_name, partition_name)
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@pytest.mark.tags(CaseLabel.L2)
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def test_milvus_client_drop_partition_collection_partition_not_match(self):
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"""
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target: test drop partition in another collection
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method: drop partition in another collection
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expected: drop successfully without any operations
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"""
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client = self._connect(enable_milvus_client_api=True)
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collection_name = cf.gen_unique_str(prefix)
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another_collection_name = cf.gen_unique_str("another")
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partition_name = cf.gen_unique_str(partition_prefix)
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# 2. create partition
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client_w.create_collection(client, collection_name, default_dim)
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client_w.create_partition(client, collection_name, partition_name)
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client_w.create_collection(client, another_collection_name, default_dim)
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client_w.drop_partition(client, another_collection_name, partition_name)
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@pytest.mark.tags(CaseLabel.L2)
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def test_milvus_client_has_partition_collection_partition_not_match(self):
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"""
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target: test drop partition in another collection
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method: drop partition in another collection
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expected: drop successfully without any operations
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"""
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client = self._connect(enable_milvus_client_api=True)
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collection_name = cf.gen_unique_str(prefix)
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another_collection_name = cf.gen_unique_str("another")
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partition_name = cf.gen_unique_str(partition_prefix)
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# 2. create partition
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client_w.create_collection(client, collection_name, default_dim)
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client_w.create_partition(client, collection_name, partition_name)
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client_w.create_collection(client, another_collection_name, default_dim)
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result = client_w.has_partition(client, another_collection_name, partition_name)[0]
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assert result == False
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class TestMilvusClientDropPartitionInvalid(TestcaseBase):
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""" Test case of search interface """
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@pytest.fixture(scope="function", params=[False, True])
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def auto_id(self, request):
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yield request.param
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@pytest.fixture(scope="function", params=["COSINE", "L2"])
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def metric_type(self, request):
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yield request.param
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"""
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******************************************************************
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# The following are invalid base cases
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******************************************************************
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"""
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@pytest.mark.tags(CaseLabel.L1)
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@pytest.mark.parametrize("collection_name", ["12-s", "12 s", "(mn)", "中文", "%$#"])
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def test_milvus_client_drop_partition_invalid_collection_name(self, collection_name):
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"""
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target: test fast create collection normal case
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method: create collection
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expected: create collection with default schema, index, and load successfully
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"""
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client = self._connect(enable_milvus_client_api=True)
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partition_name = cf.gen_unique_str(partition_prefix)
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# 2. create partition
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error = {ct.err_code: 1100, ct.err_msg: f"Invalid collection name: {collection_name}. the first character of a "
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f"collection name must be an underscore or letter: invalid parameter"}
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client_w.drop_partition(client, collection_name, partition_name,
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check_task=CheckTasks.err_res, check_items=error)
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@pytest.mark.tags(CaseLabel.L1)
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def test_milvus_client_drop_partition_collection_name_over_max_length(self):
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"""
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target: test fast create collection normal case
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method: create collection
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expected: create collection with default schema, index, and load successfully
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"""
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client = self._connect(enable_milvus_client_api=True)
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collection_name = "a".join("a" for i in range(256))
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partition_name = cf.gen_unique_str(partition_prefix)
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# 2. create partition
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error = {ct.err_code: 1100, ct.err_msg: f"Invalid collection name: {collection_name}. the length of a collection name "
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f"must be less than 255 characters: invalid parameter"}
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client_w.drop_partition(client, collection_name, partition_name,
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check_task=CheckTasks.err_res, check_items=error)
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@pytest.mark.tags(CaseLabel.L1)
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def test_milvus_client_drop_partition_not_exist_collection_name(self):
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"""
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target: test fast create collection normal case
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method: create collection
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expected: create collection with default schema, index, and load successfully
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"""
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client = self._connect(enable_milvus_client_api=True)
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collection_name = cf.gen_unique_str("partition_not_exist")
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partition_name = cf.gen_unique_str(partition_prefix)
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# 2. create partition
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error = {ct.err_code: 100, ct.err_msg: f"collection not found[database=default]"
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f"[collection={collection_name}]"}
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client_w.drop_partition(client, collection_name, partition_name,
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check_task=CheckTasks.err_res, check_items=error)
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@pytest.mark.tags(CaseLabel.L1)
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@pytest.mark.parametrize("partition_name", ["12-s", "12 s", "(mn)", "中文", "%$#"])
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def test_milvus_client_drop_partition_invalid_partition_name(self, partition_name):
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"""
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target: test fast create collection normal case
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method: create collection
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expected: create collection with default schema, index, and load successfully
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"""
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client = self._connect(enable_milvus_client_api=True)
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collection_name = cf.gen_unique_str(prefix)
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# 2. create partition
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client_w.create_collection(client, collection_name, default_dim)
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error = {ct.err_code: 65535, ct.err_msg: f"Invalid partition name: {partition_name}. The first character of a "
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f"partition name must be an underscore or letter.]"}
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client_w.drop_partition(client, collection_name, partition_name,
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check_task=CheckTasks.err_res, check_items=error)
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@pytest.mark.tags(CaseLabel.L1)
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def test_milvus_client_drop_partition_name_lists(self):
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"""
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target: test fast create collection normal case
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method: create collection
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expected: create collection with default schema, index, and load successfully
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"""
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client = self._connect(enable_milvus_client_api=True)
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collection_name = cf.gen_unique_str(prefix)
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partition_names = [cf.gen_unique_str(partition_prefix), cf.gen_unique_str(partition_prefix)]
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# 2. create partition
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client_w.create_collection(client, collection_name, default_dim)
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error = {ct.err_code: 1, ct.err_msg: f"`partition_name` value {partition_names} is illegal"}
|
|
client_w.drop_partition(client, collection_name, partition_names,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
|
|
class TestMilvusClientReleasePartitionInvalid(TestcaseBase):
|
|
""" Test case of search interface """
|
|
|
|
@pytest.fixture(scope="function", params=[False, True])
|
|
def auto_id(self, request):
|
|
yield request.param
|
|
|
|
@pytest.fixture(scope="function", params=["COSINE", "L2"])
|
|
def metric_type(self, request):
|
|
yield request.param
|
|
|
|
"""
|
|
******************************************************************
|
|
# The following are invalid base cases
|
|
******************************************************************
|
|
"""
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
@pytest.mark.parametrize("collection_name", ["12-s", "12 s", "(mn)", "中文", "%$#"])
|
|
def test_milvus_client_release_partition_invalid_collection_name(self, collection_name):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
partition_name = cf.gen_unique_str(partition_prefix)
|
|
# 2. create partition
|
|
error = {ct.err_code: 1100, ct.err_msg: f"Invalid collection name: {collection_name}. the first character of a "
|
|
f"collection name must be an underscore or letter: invalid parameter"}
|
|
client_w.release_partitions(client, collection_name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
def test_milvus_client_release_partition_collection_name_over_max_length(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = "a".join("a" for i in range(256))
|
|
partition_name = cf.gen_unique_str(partition_prefix)
|
|
# 2. create partition
|
|
error = {ct.err_code: 1100, ct.err_msg: f"Invalid collection name: {collection_name}. the length of a collection name "
|
|
f"must be less than 255 characters: invalid parameter"}
|
|
client_w.release_partitions(client, collection_name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
def test_milvus_client_release_partition_not_exist_collection_name(self):
|
|
"""
|
|
target: test release partition -- not exist collection name
|
|
method: release partition with not exist collection name
|
|
expected: raise exception
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str("partition_not_exist")
|
|
partition_name = cf.gen_unique_str(partition_prefix)
|
|
# 2. create partition
|
|
error = {ct.err_code: 100, ct.err_msg: f"collection not found[database=default]"
|
|
f"[collection={collection_name}]"}
|
|
client_w.release_partitions(client, collection_name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
@pytest.mark.xfail(reason="pymilvus issue 1896")
|
|
@pytest.mark.parametrize("partition_name", ["12-s", "12 s", "(mn)", "中文", "%$#"])
|
|
def test_milvus_client_release_partition_invalid_partition_name(self, partition_name):
|
|
"""
|
|
target: test release partition -- invalid partition name value
|
|
method: release partition with invalid partition name value
|
|
expected: raise exception
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
# 2. create partition
|
|
client_w.create_collection(client, collection_name, default_dim)
|
|
error = {ct.err_code: 65535, ct.err_msg: f"Invalid partition name: {partition_name}. The first character of a "
|
|
f"partition name must be an underscore or letter.]"}
|
|
client_w.release_partitions(client, collection_name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
@pytest.mark.xfail(reason="pymilvus issue 1896")
|
|
def test_milvus_client_release_partition_invalid_partition_name_list(self):
|
|
"""
|
|
target: test release partition -- invalid partition name value
|
|
method: release partition with invalid partition name value
|
|
expected: raise exception
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
# 2. create partition
|
|
client_w.create_collection(client, collection_name, default_dim)
|
|
partition_name = ["12-s"]
|
|
error = {ct.err_code: 65535, ct.err_msg: f"Invalid partition name: {partition_name}. The first character of a "
|
|
f"partition name must be an underscore or letter.]"}
|
|
client_w.release_partitions(client, collection_name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
@pytest.mark.xfail(reason="pymilvus issue 1897")
|
|
def test_milvus_client_release_partition_name_lists_empty(self):
|
|
"""
|
|
target: test fast release partition -- invalid partition name type
|
|
method: release partition with invalid partition name type
|
|
expected: raise exception
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
not_exist_partition = cf.gen_unique_str("partition_not_exist")
|
|
partition_names = []
|
|
# 2. create partition
|
|
client_w.create_collection(client, collection_name, default_dim)
|
|
error = {ct.err_code: 1100, ct.err_msg: f"invalid parameter[expected=any parttiion][actual=empty partition list"}
|
|
client_w.release_partitions(client, collection_name, partition_names,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
def test_milvus_client_release_partition_name_lists_not_all_exists(self):
|
|
"""
|
|
target: test fast release partition -- invalid partition name type
|
|
method: release partition with invalid partition name type
|
|
expected: raise exception
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
not_exist_partition = cf.gen_unique_str("partition_not_exist")
|
|
partition_names = ["_default", not_exist_partition]
|
|
# 2. create partition
|
|
client_w.create_collection(client, collection_name, default_dim)
|
|
error = {ct.err_code: 1, ct.err_msg: f"partition not found[partition={not_exist_partition}]"}
|
|
client_w.release_partitions(client, collection_name, partition_names,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
def test_milvus_client_release_not_exist_partition_name(self):
|
|
"""
|
|
target: test fast release partition -- invalid partition name type
|
|
method: release partition with invalid partition name type
|
|
expected: raise exception
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
partition_name = cf.gen_unique_str("partition_not_exist")
|
|
# 2. create partition
|
|
error = {ct.err_code: 200, ct.err_msg: f"partition not found[partition={partition_name}]"}
|
|
client_w.create_collection(client, collection_name, default_dim)
|
|
client_w.release_partitions(client, collection_name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
partition_name = ""
|
|
error = {ct.err_code: 200, ct.err_msg: f"partition not found[partition={partition_name}]"}
|
|
client_w.release_partitions(client, collection_name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
|
|
class TestMilvusClientReleasePartitionValid(TestcaseBase):
|
|
""" Test case of search interface """
|
|
|
|
@pytest.fixture(scope="function", params=[False, True])
|
|
def auto_id(self, request):
|
|
yield request.param
|
|
|
|
@pytest.fixture(scope="function", params=["COSINE", "L2"])
|
|
def metric_type(self, request):
|
|
yield request.param
|
|
|
|
"""
|
|
******************************************************************
|
|
# The following are invalid base cases
|
|
******************************************************************
|
|
"""
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
def test_milvus_client_partition_release_multiple_partitions(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
partition_name = cf.gen_unique_str(partition_prefix)
|
|
partition_names = ["_default", partition_name]
|
|
# 1. create collection
|
|
client_w.create_collection(client, collection_name, default_dim, consistency_level="Strong")
|
|
# 2. create partition
|
|
client_w.create_partition(client, collection_name, partition_name)
|
|
client_w.release_partitions(client, collection_name, partition_names)
|
|
client_w.release_partitions(client, collection_name, partition_names)
|
|
client_w.drop_collection(client, collection_name)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_milvus_client_partition_release_unloaded_partition(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
partition_name = cf.gen_unique_str(partition_prefix)
|
|
# 1. create collection
|
|
client_w.create_collection(client, collection_name, default_dim, consistency_level="Strong")
|
|
# 2. create partition
|
|
client_w.create_partition(client, collection_name, partition_name)
|
|
client_w.release_partitions(client, collection_name, partition_name)
|
|
client_w.release_partitions(client, collection_name, partition_name)
|
|
client_w.drop_collection(client, collection_name)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_milvus_client_partition_release_unloaded_collection(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
partition_name = cf.gen_unique_str(partition_prefix)
|
|
# 1. create collection
|
|
client_w.create_collection(client, collection_name, default_dim, consistency_level="Strong")
|
|
# 2. create partition
|
|
client_w.create_partition(client, collection_name, partition_name)
|
|
client_w.release_collection(client, collection_name)
|
|
client_w.release_partitions(client, collection_name, partition_name)
|
|
client_w.drop_collection(client, collection_name)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_milvus_client_partition_release_loaded_partition(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
partition_name = cf.gen_unique_str(partition_prefix)
|
|
# 1. create collection
|
|
client_w.create_collection(client, collection_name, default_dim, consistency_level="Strong")
|
|
# 2. create partition
|
|
client_w.create_partition(client, collection_name, partition_name)
|
|
client_w.load_partitions(client, collection_name, partition_name)
|
|
client_w.release_partitions(client, collection_name, partition_name)
|
|
client_w.drop_collection(client, collection_name)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_milvus_client_partition_release_loaded_collection(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
partition_name = cf.gen_unique_str(partition_prefix)
|
|
# 1. create collection
|
|
client_w.create_collection(client, collection_name, default_dim, consistency_level="Strong")
|
|
# 2. create partition
|
|
client_w.create_partition(client, collection_name, partition_name)
|
|
client_w.load_collection(client, collection_name)
|
|
client_w.release_partitions(client, collection_name, partition_name)
|
|
client_w.drop_collection(client, collection_name)
|
|
|
|
|
|
class TestMilvusClientListPartitionInvalid(TestcaseBase):
|
|
""" Test case of search interface """
|
|
|
|
@pytest.fixture(scope="function", params=[False, True])
|
|
def auto_id(self, request):
|
|
yield request.param
|
|
|
|
@pytest.fixture(scope="function", params=["COSINE", "L2"])
|
|
def metric_type(self, request):
|
|
yield request.param
|
|
|
|
"""
|
|
******************************************************************
|
|
# The following are invalid base cases
|
|
******************************************************************
|
|
"""
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
@pytest.mark.parametrize("collection_name", ["12-s", "12 s", "(mn)", "中文", "%$#"])
|
|
def test_milvus_client_list_partitions_invalid_collection_name(self, collection_name):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
# 2. create partition
|
|
error = {ct.err_code: 1100, ct.err_msg: f"Invalid collection name: {collection_name}. the first character of a "
|
|
f"collection name must be an underscore or letter: invalid parameter"}
|
|
client_w.list_partitions(client, collection_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
def test_milvus_client_list_partitions_collection_name_over_max_length(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = "a".join("a" for i in range(256))
|
|
# 2. create partition
|
|
error = {ct.err_code: 1100, ct.err_msg: f"Invalid collection name: {collection_name}. the length of a collection name "
|
|
f"must be less than 255 characters: invalid parameter"}
|
|
client_w.list_partitions(client, collection_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
def test_milvus_client_list_partitions_not_exist_collection_name(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str("partition_not_exist")
|
|
# 2. create partition
|
|
error = {ct.err_code: 100, ct.err_msg: f"collection not found[database=default]"
|
|
f"[collection={collection_name}]"}
|
|
client_w.list_partitions(client, collection_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
|
|
class TestMilvusClientHasPartitionInvalid(TestcaseBase):
|
|
""" Test case of search interface """
|
|
|
|
@pytest.fixture(scope="function", params=[False, True])
|
|
def auto_id(self, request):
|
|
yield request.param
|
|
|
|
@pytest.fixture(scope="function", params=["COSINE", "L2"])
|
|
def metric_type(self, request):
|
|
yield request.param
|
|
|
|
"""
|
|
******************************************************************
|
|
# The following are invalid base cases
|
|
******************************************************************
|
|
"""
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
@pytest.mark.parametrize("collection_name", ["12-s", "12 s", "(mn)", "中文", "%$#"])
|
|
def test_milvus_client_has_partition_invalid_collection_name(self, collection_name):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
partition_name = cf.gen_unique_str(partition_prefix)
|
|
# 2. create partition
|
|
error = {ct.err_code: 1100, ct.err_msg: f"Invalid collection name: {collection_name}. the first character of a "
|
|
f"collection name must be an underscore or letter: invalid parameter"}
|
|
client_w.has_partition(client, collection_name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
def test_milvus_client_has_partition_collection_name_over_max_length(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = "a".join("a" for i in range(256))
|
|
partition_name = cf.gen_unique_str(partition_prefix)
|
|
# 2. create partition
|
|
error = {ct.err_code: 1100, ct.err_msg: f"Invalid collection name: {collection_name}. the length of a collection name "
|
|
f"must be less than 255 characters: invalid parameter"}
|
|
client_w.has_partition(client, collection_name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
def test_milvus_client_has_partition_not_exist_collection_name(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str("partition_not_exist")
|
|
partition_name = cf.gen_unique_str(partition_prefix)
|
|
# 2. create partition
|
|
error = {ct.err_code: 100, ct.err_msg: f"collection not found[database=default]"
|
|
f"[collection={collection_name}]"}
|
|
client_w.has_partition(client, collection_name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
@pytest.mark.parametrize("partition_name", ["12-s", "12 s", "(mn)", "中文", "%$#"])
|
|
def test_milvus_client_has_partition_invalid_partition_name(self, partition_name):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
# 2. create partition
|
|
client_w.create_collection(client, collection_name, default_dim)
|
|
error = {ct.err_code: 65535, ct.err_msg: f"Invalid partition name: {partition_name}. The first character of a "
|
|
f"partition name must be an underscore or letter.]"}
|
|
client_w.has_partition(client, collection_name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
def test_milvus_client_has_partition_name_over_max_length(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
partition_name = "a".join("a" for i in range(256))
|
|
# 2. create partition
|
|
client_w.create_collection(client, collection_name, default_dim)
|
|
error = {ct.err_code: 65535, ct.err_msg: f"Invalid partition name: {partition_name}. the length of a collection name "
|
|
f"must be less than 255 characters: invalid parameter"}
|
|
client_w.has_partition(client, collection_name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
def test_milvus_client_has_partition_name_lists(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
partition_names = [cf.gen_unique_str(partition_prefix), cf.gen_unique_str(partition_prefix)]
|
|
# 2. create partition
|
|
client_w.create_collection(client, collection_name, default_dim)
|
|
error = {ct.err_code: 1, ct.err_msg: f"`partition_name` value {partition_names} is illegal"}
|
|
client_w.has_partition(client, collection_name, partition_names,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
def test_milvus_client_has_partition_not_exist_partition_name(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
partition_name = cf.gen_unique_str("partition_not_exist")
|
|
# 1. create collection
|
|
client_w.create_collection(client, collection_name, default_dim)
|
|
# 2. create partition
|
|
result = client_w.has_partition(client, collection_name, partition_name)[0]
|
|
assert result == False
|
|
|
|
|
|
class TestMilvusClientLoadPartitionInvalid(TestcaseBase):
|
|
""" Test case of search interface """
|
|
|
|
"""
|
|
******************************************************************
|
|
# The following are invalid base cases
|
|
******************************************************************
|
|
"""
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
@pytest.mark.parametrize("name", ["12-s", "12 s", "(mn)", "中文", "%$#"])
|
|
def test_milvus_client_load_partitions_invalid_collection_name(self, name):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
partition_name = cf.gen_unique_str(prefix)
|
|
error = {ct.err_code: 1100, ct.err_msg: f"Invalid collection name: {name}. collection name can only "
|
|
f"contain numbers, letters and underscores: invalid parameter"}
|
|
client_w.load_partitions(client, name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_milvus_client_load_partitions_not_existed(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: drop successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str("nonexisted")
|
|
partition_name = cf.gen_unique_str(prefix)
|
|
error = {ct.err_code: 1100, ct.err_msg: f"collection not found[database=default]"
|
|
f"[collection={collection_name}]"}
|
|
client_w.load_partitions(client, collection_name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_milvus_client_load_partitions_collection_name_over_max_length(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: drop successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = "a".join("a" for i in range(256))
|
|
partition_name = cf.gen_unique_str(prefix)
|
|
error = {ct.err_code: 1100, ct.err_msg: f"invalid dimension: {collection_name}. "
|
|
f"the length of a collection name must be less than 255 characters: "
|
|
f"invalid parameter"}
|
|
client_w.load_partitions(client, collection_name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
@pytest.mark.parametrize("name", ["12-s", "12 s", "(mn)", "中文", "%$#"])
|
|
def test_milvus_client_load_partitions_invalid_partition_name(self, name):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: create collection with default schema, index, and load successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
# 1. create collection
|
|
client_w.create_collection(client, collection_name, default_dim, consistency_level="Strong")
|
|
# 2. load partition
|
|
error = {ct.err_code: 1100, ct.err_msg: f"Invalid partition name: {name}. collection name can only "
|
|
f"contain numbers, letters and underscores: invalid parameter"}
|
|
client_w.load_partitions(client, collection_name, name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_milvus_client_load_partitions_partition_not_existed(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: drop successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
partition_name = cf.gen_unique_str("nonexisted")
|
|
# 1. create collection
|
|
client_w.create_collection(client, collection_name, default_dim, consistency_level="Strong")
|
|
# 2. load partition
|
|
error = {ct.err_code: 1100, ct.err_msg: f"partition not found[database=default]"
|
|
f"[collection={collection_name}]"}
|
|
client_w.load_partitions(client, collection_name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_milvus_client_load_partitions_partition_name_over_max_length(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: drop successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
partition_name = "a".join("a" for i in range(256))
|
|
# 1. create collection
|
|
client_w.create_collection(client, collection_name, default_dim, consistency_level="Strong")
|
|
# 2. load partition
|
|
error = {ct.err_code: 1100, ct.err_msg: f"invalid dimension: {collection_name}. "
|
|
f"the length of a collection name must be less than 255 characters: "
|
|
f"invalid parameter"}
|
|
client_w.load_partitions(client, collection_name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_milvus_client_load_partitions_without_index(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: drop successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
partition_name = cf.gen_unique_str(partition_prefix)
|
|
# 1. create collection
|
|
client_w.create_collection(client, collection_name, default_dim, consistency_level="Strong")
|
|
# 2. drop index
|
|
client_w.release_collection(client, collection_name)
|
|
client_w.drop_index(client, collection_name, "vector")
|
|
# 2. load partition
|
|
error = {ct.err_code: 700, ct.err_msg: f"index not found[collection={collection_name}]"}
|
|
client_w.load_partitions(client, collection_name, partition_name,
|
|
check_task=CheckTasks.err_res, check_items=error)
|
|
|
|
|
|
class TestMilvusClientLoadPartitionInvalid(TestcaseBase):
|
|
""" Test case of search interface """
|
|
|
|
"""
|
|
******************************************************************
|
|
# The following are invalid base cases
|
|
******************************************************************
|
|
"""
|
|
|
|
@pytest.mark.tags(CaseLabel.L1)
|
|
def test_milvus_client_load_multiple_partition(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: drop successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
partition_name = cf.gen_unique_str(partition_prefix)
|
|
partition_names = ["_default", partition_name]
|
|
# 1. create collection
|
|
client_w.create_collection(client, collection_name, default_dim, consistency_level="Strong")
|
|
client_w.create_partition(client, collection_name, partition_name)
|
|
client_w.release_collection(client, collection_name)
|
|
# 2. load partition
|
|
client_w.load_partitions(client, collection_name, partition_names)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_milvus_client_load_unloaded_partition(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: drop successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
partition_name = cf.gen_unique_str(partition_prefix)
|
|
# 1. create collection
|
|
client_w.create_collection(client, collection_name, default_dim, consistency_level="Strong")
|
|
client_w.create_partition(client, collection_name, partition_name)
|
|
client_w.release_collection(client, collection_name)
|
|
# 2. load partition
|
|
client_w.load_partitions(client, collection_name, partition_name)
|
|
client_w.load_partitions(client, collection_name, "_default")
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_milvus_client_load_unloaded_partition(self):
|
|
"""
|
|
target: test fast create collection normal case
|
|
method: create collection
|
|
expected: drop successfully
|
|
"""
|
|
client = self._connect(enable_milvus_client_api=True)
|
|
collection_name = cf.gen_unique_str(prefix)
|
|
partition_name = cf.gen_unique_str(partition_prefix)
|
|
# 1. create collection
|
|
client_w.create_collection(client, collection_name, default_dim, consistency_level="Strong")
|
|
client_w.create_partition(client, collection_name, partition_name)
|
|
client_w.release_collection(client, collection_name)
|
|
# 2. load partition
|
|
client_w.load_partitions(client, collection_name, partition_name)
|
|
client_w.load_partitions(client, collection_name, partition_name)
|
|
client_w.load_collection(client, collection_name)
|
|
client_w.load_partitions(client, collection_name, partition_name)
|
|
|
|
|