milvus/tests/milvus_python_test/conftest.py

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import socket
import pdb
import logging
import pytest
from utils import gen_unique_str
from milvus import Milvus, IndexType, MetricType
index_file_size = 10
def pytest_addoption(parser):
parser.addoption("--ip", action="store", default="localhost")
parser.addoption("--port", action="store", default=19530)
parser.addoption("--internal", action="store", default=False)
def check_server_connection(request):
ip = request.config.getoption("--ip")
port = request.config.getoption("--port")
connected = True
if ip and (ip not in ['localhost', '127.0.0.1']):
try:
socket.getaddrinfo(ip, port, 0, 0, socket.IPPROTO_TCP)
except Exception as e:
print("Socket connnet failed: %s" % str(e))
connected = False
return connected
def get_args(request):
args = {
"ip": request.config.getoption("--ip"),
"port": request.config.getoption("--port")
}
return args
@pytest.fixture(scope="module")
def connect(request):
ip = request.config.getoption("--ip")
port = request.config.getoption("--port")
milvus = Milvus()
try:
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status = milvus.connect(host=ip, port=port)
logging.getLogger().info(status)
if not status.OK():
# try again
logging.getLogger().info("------------------------------------")
logging.getLogger().info("Try to connect again")
logging.getLogger().info("------------------------------------")
res = milvus.connect(host=ip, port=port)
except Exception as e:
logging.getLogger().error(str(e))
pytest.exit("Milvus server can not connected, exit pytest ...")
def fin():
try:
milvus.disconnect()
except:
pass
request.addfinalizer(fin)
return milvus
@pytest.fixture(scope="module")
def dis_connect(request):
ip = request.config.getoption("--ip")
port = request.config.getoption("--port")
milvus = Milvus()
milvus.connect(host=ip, port=port)
milvus.disconnect()
def fin():
try:
milvus.disconnect()
except:
pass
request.addfinalizer(fin)
return milvus
@pytest.fixture(scope="module")
def args(request):
ip = request.config.getoption("--ip")
port = request.config.getoption("--port")
internal = request.config.getoption("--internal")
args = {"ip": ip, "port": port}
if internal:
args = {"ip": ip, "port": port, "internal": internal}
return args
@pytest.fixture(scope="function")
def table(request, connect):
ori_table_name = getattr(request.module, "table_id", "test")
table_name = gen_unique_str(ori_table_name)
dim = getattr(request.module, "dim", "128")
param = {'table_name': table_name,
'dimension': dim,
'index_file_size': index_file_size,
'metric_type': MetricType.L2}
status = connect.create_table(param)
# logging.getLogger().info(status)
if not status.OK():
pytest.exit("Table can not be created, exit pytest ...")
def teardown():
status, table_names = connect.show_tables()
for table_name in table_names:
connect.delete_table(table_name)
request.addfinalizer(teardown)
return table_name
@pytest.fixture(scope="function")
def ip_table(request, connect):
ori_table_name = getattr(request.module, "table_id", "test")
table_name = gen_unique_str(ori_table_name)
dim = getattr(request.module, "dim", "128")
param = {'table_name': table_name,
'dimension': dim,
'index_file_size': index_file_size,
'metric_type': MetricType.IP}
status = connect.create_table(param)
# logging.getLogger().info(status)
if not status.OK():
pytest.exit("Table can not be created, exit pytest ...")
def teardown():
status, table_names = connect.show_tables()
for table_name in table_names:
connect.delete_table(table_name)
request.addfinalizer(teardown)
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return table_name
Tanimoto distance (#1016) * Add log to debug #678 * Rename nsg_mix to RNSG in C++ sdk #735 * [skip ci] change __function__ * clang-format * #766 If partition tag is similar, wrong partition is searched * #766 If partition tag is similar, wrong partition is searched * reorder changelog id * typo * define interface * Define interface (#832) * If partition tag is similar, wrong partition is searched (#825) * #766 If partition tag is similar, wrong partition is searched * #766 If partition tag is similar, wrong partition is searched * reorder changelog id * typo * define interface Attach files by dragging & dropping, selecting or pasting them. Co-authored-by: groot <yihua.mo@zilliz.com> * faiss & knowhere * faiss & knowhere (#842) * Add log to debug #678 * Rename nsg_mix to RNSG in C++ sdk #735 * [skip ci] change __function__ * clang-format * If partition tag is similar, wrong partition is searched (#825) * #766 If partition tag is similar, wrong partition is searched * #766 If partition tag is similar, wrong partition is searched * reorder changelog id * typo * faiss & knowhere Co-authored-by: groot <yihua.mo@zilliz.com> * support binary input * code lint * add wrapper interface * add knowhere unittest * sdk support binary * support using metric tanimoto and hamming * sdk binary insert/query example * fix bug * fix bug * update wrapper * format * Improve unittest and fix bugs * delete printresult * fix bug * #823 Support binary vector tanimoto metric * fix typo * dimension limit to 32768 * fix * dimension limit to 32768 * fix describe index bug * fix #886 * fix #889 * add jaccard cases * hamming dev-test case * change test_connect * Add tanimoto cases * change the output type of hamming * add abs * merge master * rearrange changelog id * modify feature description Co-authored-by: Yukikaze-CZR <48198922+Yukikaze-CZR@users.noreply.github.com> Co-authored-by: Tinkerrr <linxiaojun.cn@outlook.com>
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@pytest.fixture(scope="function")
def jac_table(request, connect):
ori_table_name = getattr(request.module, "table_id", "test")
table_name = gen_unique_str(ori_table_name)
dim = getattr(request.module, "dim", "128")
param = {'table_name': table_name,
'dimension': dim,
'index_file_size': index_file_size,
'metric_type': MetricType.JACCARD}
status = connect.create_table(param)
# logging.getLogger().info(status)
if not status.OK():
pytest.exit("Table can not be created, exit pytest ...")
def teardown():
status, table_names = connect.show_tables()
for table_name in table_names:
connect.delete_table(table_name)
request.addfinalizer(teardown)
return table_name
@pytest.fixture(scope="function")
def ham_table(request, connect):
ori_table_name = getattr(request.module, "table_id", "test")
table_name = gen_unique_str(ori_table_name)
dim = getattr(request.module, "dim", "128")
param = {'table_name': table_name,
'dimension': dim,
'index_file_size': index_file_size,
'metric_type': MetricType.HAMMING}
status = connect.create_table(param)
# logging.getLogger().info(status)
if not status.OK():
pytest.exit("Table can not be created, exit pytest ...")
def teardown():
status, table_names = connect.show_tables()
for table_name in table_names:
connect.delete_table(table_name)
request.addfinalizer(teardown)
return table_name
@pytest.fixture(scope="function")
def tanimoto_table(request, connect):
ori_table_name = getattr(request.module, "table_id", "test")
table_name = gen_unique_str(ori_table_name)
dim = getattr(request.module, "dim", "128")
param = {'table_name': table_name,
'dimension': dim,
'index_file_size': index_file_size,
'metric_type': MetricType.TANIMOTO}
status = connect.create_table(param)
# logging.getLogger().info(status)
if not status.OK():
pytest.exit("Table can not be created, exit pytest ...")
def teardown():
status, table_names = connect.show_tables()
for table_name in table_names:
connect.delete_table(table_name)
request.addfinalizer(teardown)
return table_name