groot 0f1aa5f8bb 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>
2020-01-14 19:22:27 +08:00

208 lines
6.3 KiB
Python

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:
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)
return table_name
@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