milvus/tests/milvus_python_test/test_partition.py
BossZou 015f0352a6 Fix http bug & add binary vectors support (#1073)
* refactoring(create_table done)

* refactoring

* refactor server delivery (insert done)

* refactoring server module (count_table done)

* server refactor done

* cmake pass

* refactor server module done.

* set grpc response status correctly

* format done.

* fix redefine ErrorMap()

* optimize insert reducing ids data copy

* optimize grpc request with reducing data copy

* clang format

* [skip ci] Refactor server module done. update changlog. prepare for PR

* remove explicit and change int32_t to int64_t

* add web server

* [skip ci] add license in web module

* modify header include & comment oatpp environment config

* add port configure & create table in handler

* modify web url

* simple url complation done & add swagger

* make sure web url

* web functionality done. debuging

* add web unittest

* web test pass

* add web server port

* add web server port in template

* update unittest cmake file

* change web server default port to 19121

* rename method in web module & unittest pass

* add search case in unittest for web module

* rename some variables

* fix bug

* unittest pass

* web prepare

* fix cmd bug(check server status)

* update changlog

* add web port validate & default set

* clang-format pass

* add web port test in unittest

* add CORS & redirect root to swagger ui

* add web status

* web table method func cascade test pass

* add config url in web module

* modify thirdparty cmake to avoid building oatpp test

* clang format

* update changlog

* add constants in web module

* reserve Config.cpp

* fix constants reference bug

* replace web server with async module

* modify component to support async

* format

* developing controller & add test clent into unittest

* add web port into demo/server_config

* modify thirdparty cmake to allow build test

* remove  unnecessary comment

* add endpoint info in controller

* finish web test(bug here)

* clang format

* add web test cpp to lint exclusions

* check null field in GetConfig

* add macro RETURN STATUS DTo

* fix cmake conflict

* fix crash when exit server

* remove surplus comments & add http param check

* add uri /docs to direct swagger

* format

* change cmd to system

* add default value & unittest in web module

* add macros to judge if GPU supported

* add macros in unit & add default in index dto & print error message when bind http port fail

* format (fix #788)

* fix cors bug (not completed)

* comment cors

* change web framework to simple api

* comments optimize

* change to simple API

* remove comments in controller.hpp

* remove EP_COMMON_CMAKE_ARGS in oatpp and oatpp-swagger

* add ep cmake args to sqlite

* clang-format

* change a format

* test pass

* change name to

* fix compiler issue(oatpp-swagger depend on oatpp)

* add & in start_server.h

* specify lib location with oatpp and oatpp-swagger

* add comments

* add swagger definition

* [skip ci] change http method options status code

* remove oatpp swagger(fix #970)

* remove comments

* check Start web behavior

* add default to cpu_cache_capacity

* remove swagger component.hpp & /docs url

* remove /docs info

* remove /docs in unittest

* remove space in test rpc

* remove repeate info in CHANGLOG

* change cache_insert_data default value as a constant

* [skip ci] Fix some broken links (#960)

* [skip ci] Fix broken link

* [skip ci] Fix broken link

* [skip ci] Fix broken link

* [skip ci] Fix broken links

* fix issue 373 (#964)

* fix issue 373

* Adjustment format

* Adjustment format

* Adjustment format

* change readme

* #966 update NOTICE.md (#967)

* remove comments

* check Start web behavior

* add default to cpu_cache_capacity

* remove swagger component.hpp & /docs url

* remove /docs info

* remove /docs in unittest

* remove space in test rpc

* remove repeate info in CHANGLOG

* change cache_insert_data default value as a constant

* adjust web port cofig place

* rename web_port variable

* change gpu resources invoke way to cmd()

* set advanced config name add DEFAULT

* change config setting to cmd

* modify ..

* optimize code

* assign TableDto' count default value 0 (fix #995)

* check if table exists when show partitions (fix #1028)

* check table exists when drop partition (fix #1029)

* check if partition name is legal (fix #1022)

* modify status code when partition tag is illegal

* update changlog

* add info to /system url

* add binary index and add bin uri & handler method(not completed)

* optimize http insert and search time(fix #1066) | add binary vectors support(fix #1067)

* fix test partition bug

* fix test bug when check insert records

* add binary vectors test

* add default for offset and page_size

* fix uinttest bug

* [skip ci] remove comments

* optimize web code for PR comments

* add new folder named utils

Co-authored-by: jielinxu <52057195+jielinxu@users.noreply.github.com>
Co-authored-by: JackLCL <53512883+JackLCL@users.noreply.github.com>
Co-authored-by: Cai Yudong <yudong.cai@zilliz.com>
2020-01-18 10:05:49 +08:00

432 lines
16 KiB
Python

import time
import random
import pdb
import threading
import logging
from multiprocessing import Pool, Process
import pytest
from milvus import IndexType, MetricType
from utils import *
dim = 128
index_file_size = 10
table_id = "test_add"
ADD_TIMEOUT = 60
nprobe = 1
epsilon = 0.0001
tag = "1970-01-01"
class TestCreateBase:
"""
******************************************************************
The following cases are used to test `create_partition` function
******************************************************************
"""
def test_create_partition(self, connect, table):
'''
target: test create partition, check status returned
method: call function: create_partition
expected: status ok
'''
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
assert status.OK()
def test_create_partition_repeat(self, connect, table):
'''
target: test create partition, check status returned
method: call function: create_partition
expected: status ok
'''
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
status = connect.create_partition(table, partition_name, tag)
assert not status.OK()
def test_create_partition_recursively(self, connect, table):
'''
target: test create partition, and create partition in parent partition, check status returned
method: call function: create_partition
expected: status not ok
'''
partition_name = gen_unique_str()
new_partition_name = gen_unique_str()
new_tag = "new_tag"
status = connect.create_partition(table, partition_name, tag)
status = connect.create_partition(partition_name, new_partition_name, new_tag)
assert not status.OK()
def test_create_partition_table_not_existed(self, connect):
'''
target: test create partition, its owner table name not existed in db, check status returned
method: call function: create_partition
expected: status not ok
'''
table_name = gen_unique_str()
partition_name = gen_unique_str()
status = connect.create_partition(table_name, partition_name, tag)
assert not status.OK()
def test_create_partition_partition_name_existed(self, connect, table):
'''
target: test create partition, and create the same partition again, check status returned
method: call function: create_partition
expected: status not ok
'''
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
assert status.OK()
tag_new = "tag_new"
status = connect.create_partition(table, partition_name, tag_new)
assert not status.OK()
def test_create_partition_partition_name_equals_table(self, connect, table):
'''
target: test create partition, the partition equals to table, check status returned
method: call function: create_partition
expected: status not ok
'''
status = connect.create_partition(table, table, tag)
assert not status.OK()
def test_create_partition_partition_name_None(self, connect, table):
'''
target: test create partition, partition name set None, check status returned
method: call function: create_partition
expected: status not ok
'''
partition_name = None
status = connect.create_partition(table, partition_name, tag)
assert not status.OK()
def test_create_partition_tag_name_None(self, connect, table):
'''
target: test create partition, tag name set None, check status returned
method: call function: create_partition
expected: status ok
'''
tag_name = None
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag_name)
assert not status.OK()
def test_create_different_partition_tag_name_existed(self, connect, table):
'''
target: test create partition, and create the same partition tag again, check status returned
method: call function: create_partition with the same tag name
expected: status not ok
'''
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
assert status.OK()
new_partition_name = gen_unique_str()
status = connect.create_partition(table, new_partition_name, tag)
assert not status.OK()
def test_create_partition_add_vectors(self, connect, table):
'''
target: test create partition, and insert vectors, check status returned
method: call function: create_partition
expected: status ok
'''
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
assert status.OK()
nq = 100
vectors = gen_vectors(nq, dim)
ids = [i for i in range(nq)]
status, ids = connect.insert(table, vectors, ids)
assert status.OK()
def test_create_partition_insert_with_tag(self, connect, table):
'''
target: test create partition, and insert vectors, check status returned
method: call function: create_partition
expected: status ok
'''
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
assert status.OK()
nq = 100
vectors = gen_vectors(nq, dim)
ids = [i for i in range(nq)]
status, ids = connect.insert(table, vectors, ids, partition_tag=tag)
assert status.OK()
def test_create_partition_insert_with_tag_not_existed(self, connect, table):
'''
target: test create partition, and insert vectors, check status returned
method: call function: create_partition
expected: status not ok
'''
tag_new = "tag_new"
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
assert status.OK()
nq = 100
vectors = gen_vectors(nq, dim)
ids = [i for i in range(nq)]
status, ids = connect.insert(table, vectors, ids, partition_tag=tag_new)
assert not status.OK()
def test_create_partition_insert_same_tags(self, connect, table):
'''
target: test create partition, and insert vectors, check status returned
method: call function: create_partition
expected: status ok
'''
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
assert status.OK()
nq = 100
vectors = gen_vectors(nq, dim)
ids = [i for i in range(nq)]
status, ids = connect.insert(table, vectors, ids, partition_tag=tag)
ids = [(i+100) for i in range(nq)]
status, ids = connect.insert(table, vectors, ids, partition_tag=tag)
assert status.OK()
time.sleep(1)
status, res = connect.get_table_row_count(partition_name)
assert res == nq * 2
def test_create_partition_insert_same_tags_two_tables(self, connect, table):
'''
target: test create two partitions, and insert vectors with the same tag to each table, check status returned
method: call function: create_partition
expected: status ok, table length is correct
'''
partition_name = gen_unique_str()
table_new = gen_unique_str()
new_partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
assert status.OK()
param = {'table_name': table_new,
'dimension': dim,
'index_file_size': index_file_size,
'metric_type': MetricType.L2}
status = connect.create_table(param)
status = connect.create_partition(table_new, new_partition_name, tag)
assert status.OK()
nq = 100
vectors = gen_vectors(nq, dim)
ids = [i for i in range(nq)]
status, ids = connect.insert(table, vectors, ids, partition_tag=tag)
ids = [(i+100) for i in range(nq)]
status, ids = connect.insert(table_new, vectors, ids, partition_tag=tag)
assert status.OK()
time.sleep(1)
status, res = connect.get_table_row_count(new_partition_name)
assert res == nq
class TestShowBase:
"""
******************************************************************
The following cases are used to test `show_partitions` function
******************************************************************
"""
def test_show_partitions(self, connect, table):
'''
target: test show partitions, check status and partitions returned
method: create partition first, then call function: show_partitions
expected: status ok, partition correct
'''
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
status, res = connect.show_partitions(table)
assert status.OK()
def test_show_partitions_no_partition(self, connect, table):
'''
target: test show partitions with table name, check status and partitions returned
method: call function: show_partitions
expected: status ok, partitions correct
'''
partition_name = gen_unique_str()
status, res = connect.show_partitions(table)
assert status.OK()
def test_show_partitions_no_partition_recursive(self, connect, table):
'''
target: test show partitions with partition name, check status and partitions returned
method: call function: show_partitions
expected: status ok, no partitions
'''
partition_name = gen_unique_str()
status, res = connect.show_partitions(partition_name)
assert not status.OK()
# assert len(res) == 0
def test_show_multi_partitions(self, connect, table):
'''
target: test show partitions, check status and partitions returned
method: create partitions first, then call function: show_partitions
expected: status ok, partitions correct
'''
partition_name = gen_unique_str()
new_partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
status = connect.create_partition(table, new_partition_name, tag)
status, res = connect.show_partitions(table)
assert status.OK()
class TestDropBase:
"""
******************************************************************
The following cases are used to test `drop_partition` function
******************************************************************
"""
def test_drop_partition(self, connect, table):
'''
target: test drop partition, check status and partition if existed
method: create partitions first, then call function: drop_partition
expected: status ok, no partitions in db
'''
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
status = connect.drop_partition(table, tag)
assert status.OK()
# check if the partition existed
status, res = connect.show_partitions(table)
assert partition_name not in res
def test_drop_partition_tag_not_existed(self, connect, table):
'''
target: test drop partition, but tag not existed
method: create partitions first, then call function: drop_partition
expected: status not ok
'''
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
new_tag = "new_tag"
status = connect.drop_partition(table, new_tag)
assert not status.OK()
def test_drop_partition_tag_not_existed_A(self, connect, table):
'''
target: test drop partition, but table not existed
method: create partitions first, then call function: drop_partition
expected: status not ok
'''
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
new_table = gen_unique_str()
status = connect.drop_partition(new_table, tag)
assert not status.OK()
def test_drop_partition_repeatedly(self, connect, table):
'''
target: test drop partition twice, check status and partition if existed
method: create partitions first, then call function: drop_partition
expected: status not ok, no partitions in db
'''
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
status = connect.drop_partition(table, tag)
status = connect.drop_partition(table, tag)
time.sleep(2)
assert not status.OK()
status, res = connect.show_partitions(table)
assert partition_name not in res
def test_drop_partition_create(self, connect, table):
'''
target: test drop partition, and create again, check status
method: create partitions first, then call function: drop_partition, create_partition
expected: status not ok, partition in db
'''
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
status = connect.drop_partition(table, tag)
time.sleep(2)
status = connect.create_partition(table, partition_name, tag)
assert status.OK()
status, res = connect.show_partitions(table)
assert partition_name == res[0].partition_name
class TestNameInvalid(object):
@pytest.fixture(
scope="function",
params=gen_invalid_table_names()
)
def get_partition_name(self, request):
yield request.param
@pytest.fixture(
scope="function",
params=gen_invalid_table_names()
)
def get_tag_name(self, request):
yield request.param
@pytest.fixture(
scope="function",
params=gen_invalid_table_names()
)
def get_table_name(self, request):
yield request.param
def test_create_partition_with_invalid_partition_name(self, connect, table, get_partition_name):
'''
target: test create partition, with invalid partition name, check status returned
method: call function: create_partition
expected: status not ok
'''
partition_name = get_partition_name
status = connect.create_partition(table, partition_name, tag)
assert not status.OK()
def test_create_partition_with_invalid_tag_name(self, connect, table):
'''
target: test create partition, with invalid partition name, check status returned
method: call function: create_partition
expected: status not ok
'''
tag_name = " "
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag_name)
assert not status.OK()
def test_drop_partition_with_invalid_table_name(self, connect, table, get_table_name):
'''
target: test drop partition, with invalid table name, check status returned
method: call function: drop_partition
expected: status not ok
'''
table_name = get_table_name
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
status = connect.drop_partition(table_name, tag)
assert not status.OK()
def test_drop_partition_with_invalid_tag_name(self, connect, table, get_tag_name):
'''
target: test drop partition, with invalid tag name, check status returned
method: call function: drop_partition
expected: status not ok
'''
tag_name = get_tag_name
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
status = connect.drop_partition(table, tag_name)
assert not status.OK()
def test_show_partitions_with_invalid_table_name(self, connect, table, get_table_name):
'''
target: test show partitions, with invalid table name, check status returned
method: call function: show_partitions
expected: status not ok
'''
table_name = get_table_name
partition_name = gen_unique_str()
status = connect.create_partition(table, partition_name, tag)
status, res = connect.show_partitions(table_name)
assert not status.OK()