mirror of https://github.com/milvus-io/milvus.git
403 lines
15 KiB
Python
403 lines
15 KiB
Python
import time
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import random
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import pdb
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import threading
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import logging
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from multiprocessing import Pool, Process
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import pytest
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from utils import *
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dim = 128
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segment_size = 10
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collection_id = "partition"
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nprobe = 1
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tag = "1970-01-01"
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TIMEOUT = 120
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nb = 6000
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tag = "partition_tag"
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field_name = "float_vector"
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default_index_name = "partition"
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entity = gen_entities(1)
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entities = gen_entities(nb)
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raw_vector, binary_entity = gen_binary_entities(1)
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raw_vectors, binary_entities = gen_binary_entities(nb)
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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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def test_create_partition(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, tag)
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@pytest.mark.level(3)
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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: status not ok
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'''
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if args["handler"] == "HTTP":
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pytest.skip("skip in http mode")
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for i in range(4096):
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tag_tmp = gen_unique_str()
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connect.create_partition(collection, tag_tmp)
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with pytest.raises(Exception) as e:
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connect.create_partition(collection, tag)
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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, tag)
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with pytest.raises(Exception) as e:
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connect.create_partition(collection, tag)
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def test_create_partition_collection_not_existed(self, connect):
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'''
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target: test create partition, its owner collection name not existed in db, check status returned
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method: call function: create_partition
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expected: status not ok
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'''
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collection_name = gen_unique_str()
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with pytest.raises(Exception) as e:
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connect.create_partition(collection_name, tag)
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def test_create_partition_tag_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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with pytest.raises(Exception) as e:
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connect.create_partition(collection, tag_name)
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def test_create_different_partition_tags(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, tag)
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tag_name = gen_unique_str()
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connect.create_partition(collection, tag_name)
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tag_list = connect.list_partitions(collection)
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assert tag in tag_list
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assert tag_name in tag_list
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assert "_default" in tag_list
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def test_create_partition_insert_default(self, connect, 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(collection, tag)
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ids = [i for i in range(nb)]
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insert_ids = connect.insert(collection, entities, ids)
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assert len(insert_ids) == len(ids)
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def test_create_partition_insert_with_tag(self, connect, 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(collection, tag)
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ids = [i for i in range(nb)]
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insert_ids = connect.insert(collection, entities, ids, partition_tag=tag)
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assert len(insert_ids) == len(ids)
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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: test create partition, and insert vectors, check status returned
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method: call function: create_partition
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expected: status not ok
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'''
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tag_new = "tag_new"
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connect.create_partition(collection, tag)
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ids = [i for i in range(nb)]
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with pytest.raises(Exception) as e:
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insert_ids = connect.insert(collection, entities, ids, partition_tag=tag_new)
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def test_create_partition_insert_same_tags(self, connect, 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(collection, tag)
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ids = [i for i in range(nb)]
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insert_ids = connect.insert(collection, entities, ids, partition_tag=tag)
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ids = [(i+nb) for i in range(nb)]
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new_insert_ids = connect.insert(collection, entities, ids, partition_tag=tag)
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connect.flush([collection])
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res = connect.count_entities(collection)
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assert res == nb * 2
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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 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, tag)
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collection_new = gen_unique_str()
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connect.create_collection(collection_new, default_fields)
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connect.create_collection(param)
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connect.create_partition(collection_new, tag)
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ids = [i for i in range(nb)]
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status, ids = connect.insert(collection, entities, ids, partition_tag=tag)
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ids = [(i+nb) for i in range(nq)]
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status, ids = connect.insert(collection_new, entities, ids, partition_tag=tag)
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connect.flush([collection, collection_new])
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status, res = connect.count_entities(collection)
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assert res == nb
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status, res = connect.count_entities(collection_new)
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assert res == 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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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, tag)
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res = connect.list_partitions(collection)
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assert tag in res
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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 len(res) == 1
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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 = gen_unique_str()
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connect.create_partition(collection, 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 tag in res
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assert tag_new in res
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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=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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def test_has_partition(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, tag)
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res = connect.has_partition(collection, tag)
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logging.getLogger().info(res)
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assert res
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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 [tag, "tag_new", "tag_new_new"]:
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connect.create_partition(collection, tag_name)
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for tag_name in [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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def test_has_partition_tag_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, tag)
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logging.getLogger().info(res)
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assert not res
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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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with pytest.raises(Exception) as e:
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res = connect.has_partition("not_existed_collection", tag)
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@pytest.mark.level(2)
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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, tag)
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if isinstance(tag_name, str):
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res = connect.has_partition(collection, tag_name)
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assert not res
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else:
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with pytest.raises(Exception) as e:
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res = 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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def test_drop_partition(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, tag)
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connect.drop_partition(collection, tag)
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res = connect.list_partitions(collection)
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tag_list = []
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assert tag not in tag_list
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def test_drop_partition_tag_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, tag)
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new_tag = "new_tag"
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with pytest.raises(Exception) as e:
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connect.drop_partition(collection, new_tag)
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def test_drop_partition_tag_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, tag)
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new_collection = gen_unique_str()
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with pytest.raises(Exception) as e:
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connect.drop_partition(new_collection, tag)
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@pytest.mark.level(2)
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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, tag)
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connect.drop_partition(collection, tag)
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time.sleep(2)
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with pytest.raises(Exception) as e:
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connect.drop_partition(collection, tag)
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tag_list = connect.list_partitions(collection)
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assert tag not in tag_list
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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, tag)
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connect.drop_partition(collection, tag)
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time.sleep(2)
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connect.create_partition(collection, tag)
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tag_list = connect.list_partitions(collection)
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assert tag in tag_list
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class TestNameInvalid(object):
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@pytest.fixture(
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scope="function",
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params=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=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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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, tag)
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with pytest.raises(Exception) as e:
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connect.drop_partition(collection_name, tag)
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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, 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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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, tag)
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with pytest.raises(Exception) as e:
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res = connect.list_partitions(collection_name)
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