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https://gitee.com/milvus-io/milvus.git
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502 lines
21 KiB
Python
502 lines
21 KiB
Python
import threading
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import logging
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import time
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from multiprocessing import Pool, Process
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import pytest
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from utils import utils as ut
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from common.constants import default_entities, default_fields
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from common.common_type import CaseLabel
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TIMEOUT = 120
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default_nb = ut.default_nb
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default_tag = ut.default_tag
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class TestCreateBase:
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"""
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******************************************************************
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The following cases are used to test `create_partition` function
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******************************************************************
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"""
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@pytest.mark.tags(CaseLabel.L0)
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def test_create_partition_a(self, connect, collection):
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"""
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target: test create partition, check status returned
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method: call function: create_partition
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expected: status ok
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"""
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connect.create_partition(collection, default_tag)
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@pytest.mark.tags(CaseLabel.L2)
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@pytest.mark.skip(reason="skip temporarily for debug")
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@pytest.mark.timeout(600)
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def test_create_partition_limit(self, connect, collection, args):
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"""
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target: test create partitions, check status returned
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method: call function: create_partition for 4097 times
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expected: exception raised
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"""
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threads_num = 8
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threads = []
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if args["handler"] == "HTTP":
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pytest.skip("skip in http mode")
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def create(connect, threads_num):
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for i in range(ut.max_partition_num // threads_num):
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tag_tmp = ut.gen_unique_str()
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connect.create_partition(collection, tag_tmp)
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for i in range(threads_num):
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m = ut.get_milvus(host=args["ip"], port=args["port"], handler=args["handler"])
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t = threading.Thread(target=create, args=(m, threads_num))
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threads.append(t)
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t.start()
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for t in threads:
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t.join()
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tag_tmp = ut.gen_unique_str()
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with pytest.raises(Exception) as e:
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connect.create_partition(collection, tag_tmp)
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@pytest.mark.tags(CaseLabel.L0)
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def test_create_partition_repeat(self, connect, collection):
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"""
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target: test create partition, check status returned
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method: call function: create_partition
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expected: status ok
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"""
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connect.create_partition(collection, default_tag)
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try:
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connect.create_partition(collection, default_tag)
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except Exception as e:
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code = getattr(e, 'code', "The exception does not contain the field of code.")
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assert code == 1
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message = getattr(e, 'message', "The exception does not contain the field of message.")
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assert message == "CreatePartition failed: partition name = %s already exists" % default_tag
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assert ut.compare_list_elements(connect.list_partitions(collection), [default_tag, '_default'])
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@pytest.mark.tags(CaseLabel.L2)
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def test_create_partition_collection_not_existed(self, connect):
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"""
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target: verify the response when creating a partition with a non_existing collection
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method: create a partition with a non_existing collection
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expected: raise an exception
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"""
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collection_name = ut.gen_unique_str()
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try:
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connect.create_partition(collection_name, default_tag)
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except Exception as e:
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code = getattr(e, 'code', "The exception does not contain the field of code.")
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assert code == 1
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message = getattr(e, 'message', "The exception does not contain the field of message.")
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assert message == "CreatePartition failed: can't find collection: %s" % collection_name
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@pytest.mark.tags(CaseLabel.L2)
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def test_create_partition_name_name_none(self, connect, collection):
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"""
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target: test create partition, tag name set None, check status returned
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method: call function: create_partition
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expected: status ok
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"""
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tag_name = None
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try:
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connect.create_partition(collection, tag_name)
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except Exception as e:
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assert e.args[0] == "`partition_name` value None is illegal"
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@pytest.mark.tags(CaseLabel.L0)
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def test_create_different_partition_names(self, connect, collection):
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"""
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target: test create partition twice with different names
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method: call function: create_partition, and again
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expected: status ok
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"""
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connect.create_partition(collection, default_tag)
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tag_name = ut.gen_unique_str()
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connect.create_partition(collection, tag_name)
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assert ut.compare_list_elements(connect.list_partitions(collection), [default_tag, tag_name, '_default'])
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@pytest.mark.tags(CaseLabel.L2)
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def test_create_partition_insert_default(self, connect, id_collection):
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"""
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target: test create partition, and insert vectors, check status returned
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method: call function: create_partition
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expected: status ok
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"""
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connect.create_partition(id_collection, default_tag)
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ids = [i for i in range(default_nb)]
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result = connect.insert(id_collection, default_entities)
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assert len(result.primary_keys) == len(ids)
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@pytest.mark.tags(CaseLabel.L0)
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def test_create_partition_insert_with_tag(self, connect, id_collection):
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"""
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target: test create partition, and insert vectors to specific partition
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method: 1. create_partition
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2. insert data with partition name specified
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expected: insert data successfully
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"""
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connect.create_partition(id_collection, default_tag)
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ids = [i for i in range(default_nb)]
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result = connect.insert(id_collection, default_entities, partition_name=default_tag)
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assert len(result.primary_keys) == len(ids)
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@pytest.mark.tags(CaseLabel.L2)
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def test_create_partition_insert_with_tag_not_existed(self, connect, collection):
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"""
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target: try to insert data into a non existing partition
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method: 1. create a partition in a collection
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2. try to insert data into non existing partition
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expected: raise an exception
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"""
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tag_new = "tag_new"
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connect.create_partition(collection, default_tag)
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ids = [i for i in range(default_nb)]
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try:
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connect.insert(collection, default_entities, partition_name=tag_new)
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except Exception as e:
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code = getattr(e, 'code', "The exception does not contain the field of code.")
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assert code == 1
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message = getattr(e, 'message', "The exception does not contain the field of message.")
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assert message == "partitionID of partitionName:%s can not be find" % tag_new
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@pytest.mark.tags(CaseLabel.L0)
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def test_create_partition_insert_same_tags(self, connect, id_collection):
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"""
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target: test create partition, and insert vectors, check status returned
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method: call function: create_partition
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expected: status ok
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"""
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connect.create_partition(id_collection, default_tag)
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ids = [i for i in range(default_nb)]
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result = connect.insert(id_collection, default_entities, partition_name=default_tag)
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assert len(result.primary_keys) == default_nb
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ids = [(i+default_nb) for i in range(default_nb)]
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new_result = connect.insert(id_collection, default_entities, partition_name=default_tag)
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assert len(new_result.primary_keys) == default_nb
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connect.flush([id_collection])
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res = connect.get_collection_stats(id_collection)
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assert res["row_count"] == default_nb * 2
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@pytest.mark.tags(CaseLabel.L1)
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def test_create_partition_insert_same_tags_two_collections(self, connect, collection):
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"""
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target: test create two partitions, and insert vectors with the same tag to
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each collection, check status returned
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method: call function: create_partition
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expected: status ok, collection length is correct
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"""
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connect.create_partition(collection, default_tag)
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collection_new = ut.gen_unique_str()
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connect.create_collection(collection_new, default_fields)
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connect.create_partition(collection_new, default_tag)
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result = connect.insert(collection, default_entities, partition_name=default_tag)
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assert len(result.primary_keys) == default_nb
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new_result = connect.insert(collection_new, default_entities, partition_name=default_tag)
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assert len(new_result.primary_keys) == default_nb
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connect.flush([collection, collection_new])
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res = connect.get_collection_stats(collection)
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assert res["row_count"] == default_nb
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res = connect.get_collection_stats(collection_new)
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assert res["row_count"] == default_nb
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class TestShowBase:
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"""
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******************************************************************
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The following cases are used to test `list_partitions` function
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******************************************************************
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"""
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@pytest.mark.tags(CaseLabel.L0)
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def test_list_partitions(self, connect, collection):
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"""
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target: test show partitions, check status and partitions returned
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method: create partition first, then call function: list_partitions
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expected: status ok, partition correct
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"""
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connect.create_partition(collection, default_tag)
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assert ut.compare_list_elements(connect.list_partitions(collection), [default_tag, '_default'])
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@pytest.mark.tags(CaseLabel.L0)
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def test_list_partitions_no_partition(self, connect, collection):
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"""
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target: test show partitions with collection name, check status and partitions returned
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method: call function: list_partitions
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expected: status ok, partitions correct
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"""
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res = connect.list_partitions(collection)
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assert ut.compare_list_elements(res, ['_default'])
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@pytest.mark.tags(CaseLabel.L0)
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def test_show_multi_partitions(self, connect, collection):
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"""
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target: test show partitions, check status and partitions returned
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method: create partitions first, then call function: list_partitions
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expected: status ok, partitions correct
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"""
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tag_new = ut.gen_unique_str()
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connect.create_partition(collection, default_tag)
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connect.create_partition(collection, tag_new)
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res = connect.list_partitions(collection)
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assert ut.compare_list_elements(res, [default_tag, tag_new, '_default'])
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class TestHasBase:
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"""
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******************************************************************
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The following cases are used to test `has_partition` function
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******************************************************************
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"""
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@pytest.fixture(
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scope="function",
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params=ut.gen_invalid_strs()
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)
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def get_tag_name(self, request):
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yield request.param
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@pytest.mark.tags(CaseLabel.L0)
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def test_has_partition_a(self, connect, collection):
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"""
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target: test has_partition, check status and result
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method: create partition first, then call function: has_partition
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expected: status ok, result true
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"""
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connect.create_partition(collection, default_tag)
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res = connect.has_partition(collection, default_tag)
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logging.getLogger().info(res)
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assert res
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@pytest.mark.tags(CaseLabel.L0)
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def test_has_partition_multi_partitions(self, connect, collection):
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"""
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target: test has_partition, check status and result
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method: create partition first, then call function: has_partition
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expected: status ok, result true
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"""
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for tag_name in [default_tag, "tag_new", "tag_new_new"]:
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connect.create_partition(collection, tag_name)
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for tag_name in [default_tag, "tag_new", "tag_new_new"]:
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res = connect.has_partition(collection, tag_name)
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assert res
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@pytest.mark.tags(CaseLabel.L2)
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def test_has_partition_name_not_existed(self, connect, collection):
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"""
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target: test has_partition, check status and result
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method: then call function: has_partition, with tag not existed
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expected: status ok, result empty
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"""
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res = connect.has_partition(collection, default_tag)
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logging.getLogger().info(res)
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assert not res
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@pytest.mark.tags(CaseLabel.L2)
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def test_has_partition_collection_not_existed(self, connect, collection):
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"""
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target: test has_partition, check status and result
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method: then call function: has_partition, with collection not existed
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expected: status not ok
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"""
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collection_name = "not_existed_collection"
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try:
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connect.has_partition(collection_name, default_tag)
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except Exception as e:
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code = getattr(e, 'code', "The exception does not contain the field of code.")
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assert code == 1
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message = getattr(e, 'message', "The exception does not contain the field of message.")
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assert message == "HasPartition failed: can't find collection: %s" % collection_name
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@pytest.mark.tags(CaseLabel.L2)
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def test_has_partition_with_invalid_tag_name(self, connect, collection, get_tag_name):
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"""
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target: test has partition, with invalid tag name, check status returned
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method: call function: has_partition
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expected: status ok
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"""
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tag_name = get_tag_name
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connect.create_partition(collection, default_tag)
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with pytest.raises(Exception) as e:
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connect.has_partition(collection, tag_name)
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class TestDropBase:
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"""
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******************************************************************
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The following cases are used to test `drop_partition` function
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******************************************************************
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"""
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@pytest.mark.tags(CaseLabel.L0)
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def test_drop_partition_a(self, connect, collection):
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"""
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target: test drop partition, check status and partition if existed
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method: create partitions first, then call function: drop_partition
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expected: status ok, no partitions in db
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"""
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connect.create_partition(collection, default_tag)
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res1 = connect.list_partitions(collection)
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assert default_tag in res1
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connect.drop_partition(collection, default_tag)
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res2 = connect.list_partitions(collection)
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assert default_tag not in res2
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@pytest.mark.tags(CaseLabel.L2)
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def test_drop_partition_name_not_existed(self, connect, collection):
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"""
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target: test drop partition, but tag not existed
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method: create partitions first, then call function: drop_partition
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expected: status not ok
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"""
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connect.create_partition(collection, default_tag)
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new_tag = "new_tag"
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try:
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connect.drop_partition(collection, new_tag)
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except Exception as e:
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code = getattr(e, 'code', "The exception does not contain the field of code.")
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assert code == 1
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message = getattr(e, 'message', "The exception does not contain the field of message.")
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assert message == "DropPartition failed: partition %s does not exist" % new_tag
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@pytest.mark.tags(CaseLabel.L2)
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def test_drop_partition_name_not_existed_A(self, connect, collection):
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"""
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target: test drop partition, but collection not existed
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method: create partitions first, then call function: drop_partition
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expected: status not ok
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"""
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connect.create_partition(collection, default_tag)
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new_collection = ut.gen_unique_str()
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try:
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connect.drop_partition(new_collection, default_tag)
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except Exception as e:
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code = getattr(e, 'code', "The exception does not contain the field of code.")
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assert code == 1
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message = getattr(e, 'message', "The exception does not contain the field of message.")
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assert message == "DropPartition failed: can't find collection: %s" % new_collection
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@pytest.mark.tags(CaseLabel.L2)
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def test_drop_partition_repeatedly(self, connect, collection):
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"""
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target: test drop partition twice, check status and partition if existed
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method: create partitions first, then call function: drop_partition
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expected: status not ok, no partitions in db
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"""
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connect.create_partition(collection, default_tag)
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connect.drop_partition(collection, default_tag)
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time.sleep(2)
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try:
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connect.drop_partition(collection, default_tag)
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except Exception as e:
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code = getattr(e, 'code', "The exception does not contain the field of code.")
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assert code == 1
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message = getattr(e, 'message', "The exception does not contain the field of message.")
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assert message == "DropPartition failed: partition %s does not exist" % default_tag
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tag_list = connect.list_partitions(collection)
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assert default_tag not in tag_list
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@pytest.mark.tags(CaseLabel.L0)
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def test_drop_partition_create(self, connect, collection):
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"""
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target: test drop partition, and create again, check status
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method: create partitions first, then call function: drop_partition, create_partition
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expected: status not ok, partition in db
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"""
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connect.create_partition(collection, default_tag)
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assert ut.compare_list_elements(connect.list_partitions(collection), [default_tag, '_default'])
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connect.drop_partition(collection, default_tag)
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assert ut.compare_list_elements(connect.list_partitions(collection), ['_default'])
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time.sleep(2)
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connect.create_partition(collection, default_tag)
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assert ut.compare_list_elements(connect.list_partitions(collection), [default_tag, '_default'])
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class TestNameInvalid(object):
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@pytest.fixture(
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scope="function",
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params=ut.gen_invalid_strs()
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)
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def get_tag_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=ut.gen_invalid_strs()
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)
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def get_collection_name(self, request):
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yield request.param
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@pytest.mark.tags(CaseLabel.L2)
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def test_drop_partition_with_invalid_collection_name(self, connect, collection, get_collection_name):
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"""
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target: test drop partition, with invalid collection name, check status returned
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method: call function: drop_partition
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expected: status not ok
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"""
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collection_name = get_collection_name
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connect.create_partition(collection, default_tag)
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with pytest.raises(Exception) as e:
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connect.drop_partition(collection_name, default_tag)
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@pytest.mark.tags(CaseLabel.L2)
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def test_drop_partition_with_invalid_tag_name(self, connect, collection, get_tag_name):
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"""
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target: test drop partition, with invalid tag name, check status returned
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method: call function: drop_partition
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expected: status not ok
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"""
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tag_name = get_tag_name
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connect.create_partition(collection, default_tag)
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with pytest.raises(Exception) as e:
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connect.drop_partition(collection, tag_name)
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@pytest.mark.tags(CaseLabel.L2)
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def test_list_partitions_with_invalid_collection_name(self, connect, collection, get_collection_name):
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"""
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target: test show partitions, with invalid collection name, check status returned
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method: call function: list_partitions
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expected: status not ok
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"""
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collection_name = get_collection_name
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connect.create_partition(collection, default_tag)
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with pytest.raises(Exception) as e:
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connect.list_partitions(collection_name)
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class TestNewCase(object):
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@pytest.mark.tags(CaseLabel.L0)
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def test_drop_default_partition_A(self, connect, collection):
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"""
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target: test drop partition of default, check status returned
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method: call function: drop_partition
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expected: status not ok
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"""
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try:
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connect.drop_partition(collection, partition_name='_default')
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except Exception as e:
|
|
code = getattr(e, 'code', "The exception does not contain the field of code.")
|
|
assert code == 1
|
|
message = getattr(e, 'message', "The exception does not contain the field of message.")
|
|
assert message == "DropPartition failed: default partition cannot be deleted"
|
|
list_partition = connect.list_partitions(collection)
|
|
assert '_default' in list_partition
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_drop_default_partition_B(self, connect, collection):
|
|
"""
|
|
target: test drop partition of default, check status returned
|
|
method: call function: drop_partition
|
|
expected: status not ok
|
|
"""
|
|
connect.create_partition(collection, default_tag)
|
|
try:
|
|
connect.drop_partition(collection, partition_name='_default')
|
|
except Exception as e:
|
|
code = getattr(e, 'code', "The exception does not contain the field of code.")
|
|
assert code == 1
|
|
message = getattr(e, 'message', "The exception does not contain the field of message.")
|
|
assert message == "DropPartition failed: default partition cannot be deleted"
|
|
list_partition = connect.list_partitions(collection)
|
|
assert '_default' in list_partition
|