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chore: import upstream snapshot with attribution
2026-07-13 12:31:17 +08:00

3648 lines
153 KiB
Python

import time
import numpy as np
import pytest
from base.client_v2_base import TestMilvusClientV2Base
from common import common_func as cf
from common import common_type as ct
from common.common_type import CaseLabel, CheckTasks
from pymilvus import DataType
from utils.util_log import test_log as log
from utils.util_pymilvus import * # noqa: F403
# RBAC test classes share teardown logic that lists and drops every user,
# role, privilege group, and database on the server. Under pytest-xdist `-n`
# this cross-deletes objects owned by sibling workers. Pin the whole module
# to a single xdist worker (loadgroup) so tests run serially without
# starving other test files of parallelism.
pytestmark = pytest.mark.xdist_group(name="rbac_serial")
prefix = "client_rbac"
def _teardown_rbac(test_instance):
"""Common teardown: drop all non-default users, roles, privilege groups, and databases"""
client = test_instance._client()
# drop users (revoke roles first)
users, _ = test_instance.list_users(client)
for user in users:
if user != ct.default_user:
try:
user_info, _ = test_instance.describe_user(client, user)
if user_info and user_info.get("roles"):
for role in user_info["roles"]:
try:
test_instance.revoke_role(client, user, role)
except Exception:
pass
test_instance.drop_user(client, user)
except Exception:
pass
# collect all dbs for cross-db privilege revocation
dbs, _ = test_instance.list_databases(client)
# drop roles (revoke privileges across all dbs first)
roles, _ = test_instance.list_roles(client)
for role in roles:
if role not in ["admin", "public"]:
for db in dbs:
try:
role_info, _ = test_instance.describe_role(client, role, db_name=db)
if role_info and role_info.get("privileges"):
for priv in role_info["privileges"]:
try:
test_instance.revoke_privilege(
client,
role,
priv["object_type"],
priv["privilege"],
priv["object_name"],
db_name=priv.get("db_name", ""),
)
except Exception:
try:
test_instance.revoke_privilege_v2(
client,
role,
priv["privilege"],
priv.get("object_name", "*"),
db_name=priv.get("db_name", "*"),
)
except Exception:
pass
except Exception:
pass
try:
test_instance.drop_role(client, role)
except Exception:
pass
# drop custom privilege groups
try:
groups, _ = test_instance.list_privilege_groups(client)
for g in groups:
if g.get("privilege_group") not in ct.built_in_privilege_groups:
try:
test_instance.drop_privilege_group(client, g["privilege_group"])
except Exception:
pass
except Exception:
pass
# drop databases
for db in dbs:
if db != ct.default_db:
try:
test_instance.using_database(client, db)
colls, _ = test_instance.list_collections(client)
for c in colls:
test_instance.drop_collection(client, c)
test_instance.using_database(client, "default")
test_instance.drop_database(client, db)
except Exception:
try:
test_instance.using_database(client, "default")
except Exception:
pass
user_pre = "user"
role_pre = "role"
root_token = "root:Milvus"
default_nb = ct.default_nb
default_nq = ct.default_nq
default_dim = ct.default_dim
default_limit = ct.default_limit
default_search_exp = "id >= 0"
exp_res = "exp_res"
default_search_field = ct.default_float_vec_field_name
default_search_params = ct.default_search_params
default_primary_key_field_name = "id"
default_vector_field_name = "vector"
default_float_field_name = ct.default_float_field_name
default_string_field_name = ct.default_string_field_name
@pytest.mark.tags(CaseLabel.RBAC)
class TestMilvusClientRbacBase(TestMilvusClientV2Base):
"""Test case of rbac interface"""
def teardown_method(self, method):
log.info("[teardown_method] Start teardown RBAC test cases ...")
_teardown_rbac(self)
super().teardown_method(method)
def test_milvus_client_connect_using_token(self, host, port):
"""
target: test init milvus client using token
method: init milvus client with only token
expected: init successfully
"""
uri = f"http://{host}:{port}"
client, _ = self.init_milvus_client(uri=uri, token=root_token)
# check success link
res = self.list_databases(client)[0]
assert res != []
def test_milvus_client_connect_using_user_password(self, host, port):
"""
target: test init milvus client using user and password
method: init milvus client with user and password
expected: init successfully
"""
uri = f"http://{host}:{port}"
client, _ = self.init_milvus_client(uri=uri, user=ct.default_user, password=ct.default_password)
# check success link
res = self.list_databases(client)[0]
assert res != []
def test_milvus_client_create_user(self, host, port):
"""
target: test milvus client api create_user
method: create user
expected: succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length()
self.create_user(client, user_name=user_name, password=password)
# check
uri = f"http://{host}:{port}"
client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
res = self.list_databases(client)[0]
assert res == []
def test_milvus_client_drop_user(self, host, port):
"""
target: test milvus client api drop_user
method: drop user
expected: succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length()
self.create_user(client, user_name=user_name, password=password)
# drop user that exists
self.drop_user(client, user_name=user_name)
# drop user that not exists
not_exist_user_name = cf.gen_unique_str(user_pre)
self.drop_user(client, user_name=not_exist_user_name)
def test_milvus_client_update_password(self, host, port):
"""
target: test milvus client api update_password
method: create a user and update password
expected: succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length()
self.create_user(client, user_name=user_name, password=password)
new_password = cf.gen_str_by_length()
self.update_password(client, user_name=user_name, old_password=password, new_password=new_password)
self.close(client)
# check
uri = f"http://{host}:{port}"
client, _ = self.init_milvus_client(uri=uri, user=user_name, password=new_password)
res = self.list_databases(client)[0]
assert res == []
self.close(client)
self.init_milvus_client(uri=uri, user=user_name, password=password, check_task=CheckTasks.check_auth_failure)
def test_milvus_client_list_users(self, host, port):
"""
target: test milvus client api list_users
method: create a user and list users
expected: succeed
"""
client = self._client()
user_name1 = cf.gen_unique_str(user_pre)
user_name2 = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length()
self.create_user(client, user_name=user_name1, password=password)
self.create_user(client, user_name=user_name2, password=password)
res = self.list_users(client)[0]
assert {ct.default_user, user_name1, user_name2}.issubset(set(res)) is True
def test_milvus_client_describe_user(self, host, port):
"""
target: test milvus client api describe_user
method: create a user and describe the user
expected: succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length()
self.create_user(client, user_name=user_name, password=password)
# describe one self
res, _ = self.describe_user(client, user_name=ct.default_user)
assert res["user_name"] == ct.default_user
# describe other users
res, _ = self.describe_user(client, user_name=user_name)
assert res["user_name"] == user_name
# describe user that not exists
user_not_exist = cf.gen_unique_str(user_pre)
res, _ = self.describe_user(client, user_name=user_not_exist)
assert res == {}
def test_milvus_client_create_role(self, host, port):
"""
target: test milvus client api create_role
method: create a role
expected: succeed
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
def test_milvus_client_drop_role(self, host, port):
"""
target: test milvus client api drop_role
method: create a role and drop
expected: succeed
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
self.drop_role(client, role_name=role_name)
def test_milvus_client_describe_role(self, host, port):
"""
target: test milvus client api describe_role
method: create a role and describe
expected: succeed
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
# describe a role that exists
self.describe_role(client, role_name=role_name)
def test_milvus_client_list_roles(self, host, port):
"""
target: test milvus client api list_roles
method: create a role and list roles
expected: succeed
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
res, _ = self.list_roles(client)
assert role_name in res
def test_milvus_client_grant_role(self, host, port):
"""
target: test milvus client api grant_role
method: create a role and a user, then grant role to the user
expected: succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
role_name = cf.gen_unique_str(role_pre)
password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
def test_milvus_client_revoke_role(self, host, port):
"""
target: test milvus client api revoke_role
method: create a role and a user, grant role + Search privilege, verify search succeeds,
then revoke role and verify search is denied
expected: succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
role_name = cf.gen_unique_str(role_pre)
password = cf.gen_str_by_length(contain_numbers=True)
collection_name = cf.gen_unique_str(prefix)
# create user and role
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
# create collection, insert data, create index and load
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
self.insert(client, collection_name, rows)
index_params = self.prepare_index_params(client)[0]
index_params.add_index(default_vector_field_name, metric_type="COSINE")
self.create_index(client, collection_name, index_params)
self.load_collection(client, collection_name)
# grant role + Search privilege
self.grant_role(client, user_name=user_name, role_name=role_name)
self.grant_privilege(client, role_name, "Collection", "Search", collection_name)
time.sleep(10)
# verify search succeeds with the role
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
vectors_to_search = cf.gen_vectors(1, default_dim)
self.search(user_client, collection_name, vectors_to_search)
# revoke the role from user
self.revoke_role(client, user_name=user_name, role_name=role_name)
time.sleep(10)
# verify search is denied after revoking role
self.search(user_client, collection_name, vectors_to_search, check_task=CheckTasks.check_permission_deny)
# cleanup
self.drop_collection(client, collection_name)
def test_milvus_client_grant_privilege(self, host, port):
"""
target: test milvus client api grant_privilege
method: create a role and a user, then grant role to the user, grant a privilege to the role
expected: succeed
"""
# prepare a collection
client_root = self._client()
coll_name = cf.gen_unique_str()
self.create_collection(client_root, coll_name, default_dim, consistency_level="Strong")
# create a new role and a new user ( no privilege)
user_name = cf.gen_unique_str(user_pre)
role_name = cf.gen_unique_str(role_pre)
password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(client_root, user_name=user_name, password=password)
self.create_role(client_root, role_name=role_name)
self.grant_role(client_root, user_name=user_name, role_name=role_name)
# check the role has no privilege of drop collection
uri = f"http://{host}:{port}"
client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
self.drop_collection(client, coll_name, check_task=CheckTasks.check_permission_deny)
# grant the role with the privilege of drop collection
self.grant_privilege(client_root, role_name, "Global", "DropCollection", "*")
time.sleep(10)
# check the role has privilege of drop collection
self.drop_collection(client, coll_name)
def test_milvus_client_revoke_privilege(self, host, port):
"""
target: test milvus client api revoke_privilege
method: create a role and a user, then grant role to the user, grant a privilege to the role, then revoke
expected: succeed
"""
# prepare a collection
client_root = self._client()
coll_name = cf.gen_unique_str()
# create a new role and a new user ( no privilege)
user_name = cf.gen_unique_str(user_pre)
role_name = cf.gen_unique_str(role_pre)
password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(client_root, user_name=user_name, password=password)
self.create_role(client_root, role_name=role_name)
self.grant_role(client_root, user_name=user_name, role_name=role_name)
# FIX: CreateCollection is a cluster-level privilege, needs db_name="*"
self.grant_privilege_v2(client_root, role_name, "CreateCollection", collection_name="*", db_name="*")
time.sleep(20)
# check the role has privilege of create collection
uri = f"http://{host}:{port}"
client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
# Use schema mode to avoid auto-index/load which needs extra privileges
schema = self.create_schema(client)[0]
schema.add_field(default_primary_key_field_name, DataType.INT64, is_primary=True)
schema.add_field(default_vector_field_name, DataType.FLOAT_VECTOR, dim=default_dim)
self.create_collection(client, coll_name, schema=schema)
# revoke the role with the privilege of create collection
self.revoke_privilege_v2(client_root, role_name, "CreateCollection", collection_name="*", db_name="*")
time.sleep(20)
# reconnect to pick up revoked privilege
client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
# check the role has no privilege of create collection
coll_name_2 = cf.gen_unique_str()
schema2 = self.create_schema(client)[0]
schema2.add_field(default_primary_key_field_name, DataType.INT64, is_primary=True)
schema2.add_field(default_vector_field_name, DataType.FLOAT_VECTOR, dim=default_dim)
self.create_collection(client, coll_name_2, schema=schema2, check_task=CheckTasks.check_permission_deny)
@pytest.mark.tags(CaseLabel.RBAC)
class TestMilvusClientRbacInvalid(TestMilvusClientV2Base):
"""Test case of rbac interface"""
def teardown_method(self, method):
log.info("[teardown_method] Start teardown RBAC invalid test cases ...")
_teardown_rbac(self)
super().teardown_method(method)
def test_milvus_client_init_token_invalid(self, host, port):
"""
target: test milvus client api token invalid
method: init milvus client using a wrong token
expected: raise exception
"""
uri = f"http://{host}:{port}"
wrong_token = root_token + "kk"
self.init_milvus_client(uri=uri, token=wrong_token, check_task=CheckTasks.check_auth_failure)
def test_milvus_client_init_username_invalid(self, host, port):
"""
target: test milvus client api username invalid
method: init milvus client using a wrong username
expected: raise exception
"""
uri = f"http://{host}:{port}"
invalid_user_name = ct.default_user + "nn"
self.init_milvus_client(
uri=uri, user=invalid_user_name, password=ct.default_password, check_task=CheckTasks.check_auth_failure
)
def test_milvus_client_init_password_invalid(self, host, port):
"""
target: test milvus client api password invalid
method: init milvus client using a wrong password
expected: raise exception
"""
uri = f"http://{host}:{port}"
wrong_password = ct.default_password + "kk"
self.init_milvus_client(
uri=uri, user=ct.default_user, password=wrong_password, check_task=CheckTasks.check_auth_failure
)
@pytest.mark.parametrize("invalid_name", ["", "0", "n@me", "h h"])
def test_milvus_client_create_user_value_invalid(self, host, port, invalid_name):
"""
target: test milvus client api create_user invalid
method: create using a wrong username
expected: raise exception
"""
client = self._client()
self.create_user(
client,
invalid_name,
ct.default_password,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1100, ct.err_msg: "invalid parameter"},
)
@pytest.mark.parametrize("invalid_name", [1, [], None, {}])
def test_milvus_client_create_user_type_invalid(self, host, port, invalid_name):
"""
target: test milvus client api create_user invalid
method: create using a wrong username
expected: raise exception
"""
client = self._client()
self.create_user(
client,
invalid_name,
ct.default_password,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1, ct.err_msg: f"`user` value {invalid_name} is illegal"},
)
def test_milvus_client_create_user_exist(self, host, port):
"""
target: test milvus client api create_user invalid
method: create using a wrong username
expected: raise exception
"""
client = self._client()
self.create_user(
client,
"root",
ct.default_password,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 65535, ct.err_msg: "user already exists: root"},
)
@pytest.mark.parametrize("invalid_password", ["", "0", "p@ss", "h h", "1+1=2"])
def test_milvus_client_create_user_password_invalid_value(self, host, port, invalid_password):
"""
target: test milvus client api create_user invalid
method: create using a wrong username
expected: raise exception
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
self.create_user(
client,
user_name,
invalid_password,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1100, ct.err_msg: "invalid password"},
)
@pytest.mark.parametrize("invalid_password", [1, [], None, {}])
def test_milvus_client_create_user_password_invalid_type(self, host, port, invalid_password):
"""
target: test milvus client api create_user invalid
method: create using a wrong username
expected: raise exception
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
self.create_user(
client,
user_name,
invalid_password,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1, ct.err_msg: f"`password` value {invalid_password} is illegal"},
)
def test_milvus_client_update_password_user_not_exist(self, host, port):
"""
target: test milvus client api update_password
method: create a user and update password
expected: raise exception
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
new_password = cf.gen_str_by_length(contain_numbers=True)
self.update_password(
client,
user_name=user_name,
old_password=password,
new_password=new_password,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1400, ct.err_msg: f"old password not correct for {user_name}: not authenticated"},
)
def test_milvus_client_update_password_password_wrong(self, host, port):
"""
target: test milvus client api update_password
method: create a user and update password
expected: succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(client, user_name=user_name, password=password)
new_password = cf.gen_str_by_length(contain_numbers=True)
wrong_password = password + "kk"
self.update_password(
client,
user_name=user_name,
old_password=wrong_password,
new_password=new_password,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1400, ct.err_msg: f"old password not correct for {user_name}: not authenticated"},
)
def test_milvus_client_update_password_new_password_same(self, host, port):
"""
target: test milvus client api update_password
method: create a user and update password
expected: succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(client, user_name=user_name, password=password)
self.update_password(client, user_name=user_name, old_password=password, new_password=password)
@pytest.mark.parametrize("invalid_password", ["", "0", "p@ss", "h h", "1+1=2"])
def test_milvus_client_update_password_new_password_invalid(self, host, port, invalid_password):
"""
target: test milvus client api update_password
method: create a user and update password
expected: succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(client, user_name=user_name, password=password)
self.update_password(
client,
user_name=user_name,
old_password=password,
new_password=invalid_password,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1100, ct.err_msg: "invalid password"},
)
def test_milvus_client_create_role_exist(self, host, port):
"""
target: test milvus client api create_role
method: create a role using invalid name
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
# create existed role
error_msg = f'role [name:"{role_name}"] already exists'
self.create_role(
client,
role_name=role_name,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 65535, ct.err_msg: error_msg},
)
def test_milvus_client_drop_role_invalid(self, host, port):
"""
target: test milvus client api drop_role
method: create a role and drop
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.drop_role(
client,
role_name=role_name,
check_task=CheckTasks.err_res,
check_items={
ct.err_code: 65535,
ct.err_msg: "not found the role, maybe the role isn't existed or internal system error",
},
)
@pytest.mark.parametrize("role_name", ["admin", "public"])
def test_milvus_client_drop_built_in_role(self, host, port, role_name):
"""
target: test milvus client api drop_role
method: create a role and drop
expected: raise exception
"""
client = self._client()
self.drop_role(
client,
role_name=role_name,
check_task=CheckTasks.err_res,
check_items={
ct.err_code: 65535,
ct.err_msg: f"the role[{role_name}] is a default role, which can't be dropped",
},
)
def test_milvus_client_describe_role_invalid(self, host, port):
"""
target: test milvus client api describe_role
method: describe a role using invalid name
expected: raise exception
"""
client = self._client()
# describe a role that does not exist
role_not_exist = cf.gen_unique_str(role_pre)
error_msg = "not found the role, maybe the role isn't existed or internal system error"
self.describe_role(
client,
role_name=role_not_exist,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 65535, ct.err_msg: error_msg},
)
def test_milvus_client_grant_role_user_not_exist(self, host, port):
"""
target: test milvus client api grant_role
method: create a role and a user, then grant role to the user
expected: succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
self.grant_role(
client,
user_name=user_name,
role_name=role_name,
check_task=CheckTasks.err_res,
check_items={
ct.err_code: 65536,
ct.err_msg: "not found the user, maybe the user isn't existed or internal system error",
},
)
def test_milvus_client_grant_role_role_not_exist(self, host, port):
"""
target: test milvus client api grant_role
method: create a role and a user, then grant role to the user
expected: succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
role_name = cf.gen_unique_str(role_pre)
password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(client, user_name=user_name, password=password)
self.grant_role(
client,
user_name=user_name,
role_name=role_name,
check_task=CheckTasks.err_res,
check_items={
ct.err_code: 65536,
ct.err_msg: "not found the role, maybe the role isn't existed or internal system error",
},
)
@pytest.mark.parametrize("name", [1, 1.0])
def test_milvus_client_create_privilege_group_with_privilege_group_name_invalid_type(self, name, host, port):
"""
target: test milvus client api create privilege group with invalid name
method: create privilege group with invalid name
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
error_msg = f"`privilege_group` value {name} is illegal"
self.create_privilege_group(
client,
privilege_group=name,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1, ct.err_msg: error_msg},
)
# cleanup
self.drop_role(client, role_name=role_name)
@pytest.mark.parametrize("name", ["n%$#@!", "test-role", "ff ff"])
def test_milvus_client_create_privilege_group_with_privilege_group_name_invalid_value_1(self, name, host, port):
"""
target: test milvus client api create privilege group with invalid name
method: create privilege group with invalid name
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
error_msg = f"privilege group name {name} can only contain numbers, letters and underscores: invalid parameter"
self.create_privilege_group(
client,
privilege_group=name,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1100, ct.err_msg: error_msg},
)
# cleanup
self.drop_role(client, role_name=role_name)
@pytest.mark.parametrize("name", [1, 1.0])
def test_milvus_client_drop_privilege_group_with_privilege_group_name_invalid_type(self, name, host, port):
"""
target: test milvus client api drop privilege group with invalid name
method: drop privilege group with invalid name
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
error_msg = f"`privilege_group` value {name} is illegal"
self.drop_privilege_group(
client,
privilege_group=name,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1, ct.err_msg: error_msg},
)
# cleanup
self.drop_role(client, role_name=role_name)
@pytest.mark.parametrize("name", [1, 1.0])
def test_milvus_client_add_privileges_to_group_with_privilege_group_name_invalid_type(self, name, host, port):
"""
target: test milvus client api add privilege group with invalid name
method: add privilege group with invalid name
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
error_msg = f"`privilege_group` value {name} is illegal"
self.add_privileges_to_group(
client,
privilege_group=name,
privileges=["Insert"],
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1, ct.err_msg: error_msg},
)
# cleanup
self.drop_role(client, role_name=role_name)
@pytest.mark.parametrize("name", ["n%$#@!", "test-role", "ff ff"])
def test_milvus_client_add_privileges_to_group_with_privilege_group_name_invalid_value(self, name, host, port):
"""
target: test milvus client api add privilege group with invalid name
method: add privilege group with invalid name
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
error_msg = f"privilege group name {name} can only contain numbers, letters and underscores: invalid parameter"
self.add_privileges_to_group(
client,
privilege_group=name,
privileges=["Insert"],
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1100, ct.err_msg: error_msg},
)
# cleanup
self.drop_role(client, role_name=role_name)
def test_milvus_client_add_privilege_into_not_exist_privilege_group(self, host, port):
"""
target: test milvus client api add privilege into not exist privilege group
method: add privilege into not exist privilege group
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
privilege_group_name = "privilege_group_not_exist"
error_msg = f"there is no privilege group name [{privilege_group_name}] defined in system"
self.add_privileges_to_group(
client,
privilege_group=privilege_group_name,
privileges=["Insert"],
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1100, ct.err_msg: error_msg},
)
# cleanup
self.drop_role(client, role_name=role_name)
@pytest.mark.parametrize("name", [1, 1.0, "n%$#@!", "test-role", "ff ff", "invalid_privilege"])
def test_milvus_client_add_privileges_to_group_with_privilege_invalid(self, name, host, port):
"""
target: test milvus client api add privilege group with invalid privilege type
method: add privilege group with invalid privilege type
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
error_msg = f"`privileges` value {name} is illegal"
self.add_privileges_to_group(
client,
privilege_group="privilege_group_1",
privileges=name,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1, ct.err_msg: error_msg},
)
# cleanup
self.drop_role(client, role_name=role_name)
@pytest.mark.parametrize("name", [1, 1.0, "n%$#@!", "test-role", "ff ff"])
def test_milvus_client_remove_privileges_to_group_with_privilege_group_name_invalid(self, name, host, port):
"""
target: test milvus client api remove privilege group with invalid name
method: remove privilege group with invalid name
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
error_msg = f"{name}"
self.remove_privileges_from_group(
client,
privilege_group=name,
privileges=["Insert"],
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1, ct.err_msg: error_msg},
)
# cleanup
self.drop_role(client, role_name=role_name)
@pytest.mark.parametrize("name", [1, 1.0, "n%$#@!", "test-role", "ff ff", "invalid_privilege"])
def test_milvus_client_remove_privileges_to_group_with_privilege_invalid(self, name, host, port):
"""
target: test milvus client api remove privilege group with invalid privilege type
method: remove privilege group with invalid privilege type
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
error_msg = f"`privileges` value {name} is illegal"
self.remove_privileges_from_group(
client,
privilege_group="privilege_group_1",
privileges=name,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1, ct.err_msg: error_msg},
)
# cleanup
self.drop_role(client, role_name=role_name)
# ==================== P2 Edge Cases ====================
def test_milvus_client_remove_root_from_default_role(self, host, port):
"""
target: test milvus client api revoke root from admin and public role
method: try to revoke root user from admin and public role, then restore
expected: revoke succeeds (no error), root is restored afterwards
"""
client = self._client()
try:
# revoke root from admin role — succeeds without error
self.revoke_role(client, user_name=ct.default_user, role_name="admin")
# revoke root from public role — succeeds without error
self.revoke_role(client, user_name=ct.default_user, role_name="public")
finally:
# FIX: restore root's admin and public roles after revoke
self.grant_role(client, user_name=ct.default_user, role_name="admin")
self.grant_role(client, user_name=ct.default_user, role_name="public")
# verify root has admin role restored
user_info, _ = self.describe_user(client, user_name=ct.default_user)
assert "admin" in user_info.get("roles", [])
def test_milvus_client_remove_user_from_unbind_role(self, host, port):
"""
target: test milvus client api revoke role from user who is not bound
method: create user and role (don't bind), then revoke
expected: server silently succeeds
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
role_name = cf.gen_unique_str(role_pre)
password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
# LOGIC CHANGE: server now silently succeeds on revoke_role for unbound user
self.revoke_role(client, user_name=user_name, role_name=role_name)
def test_milvus_client_remove_user_from_nonexistent_role(self, host, port):
"""
target: test milvus client api revoke user from nonexistent role
method: create user, try to revoke nonexistent role
expected: raise error because the role does not exist
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(client, user_name=user_name, password=password)
nonexistent_role = cf.gen_unique_str(role_pre)
# FIX: revoking from a nonexistent role returns an error
self.revoke_role(
client,
user_name=user_name,
role_name=nonexistent_role,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 65535, ct.err_msg: "not found the role"},
)
def test_milvus_client_remove_nonexistent_user_from_role(self, host, port):
"""
target: test milvus client api revoke nonexistent user from role
method: create role, try to revoke nonexistent user
expected: server silently succeeds
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
nonexistent_user = cf.gen_unique_str(user_pre)
# LOGIC CHANGE: server now silently succeeds on revoke_role for nonexistent user
self.revoke_role(client, user_name=nonexistent_user, role_name=role_name)
@pytest.mark.parametrize("role_name", ["admin", "public"])
def test_milvus_client_remove_user_from_default_role(self, role_name, host, port):
"""
target: test milvus client api revoke user from default role after granting
method: create user, grant admin/public, revoke
expected: succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(client, user_name=user_name, password=password)
self.grant_role(client, user_name=user_name, role_name=role_name)
# verify user has the role
user_info, _ = self.describe_user(client, user_name=user_name)
assert role_name in user_info.get("roles", [])
# revoke role from user
self.revoke_role(client, user_name=user_name, role_name=role_name)
# verify user no longer has the role
user_info, _ = self.describe_user(client, user_name=user_name)
assert role_name not in user_info.get("roles", [])
def test_milvus_client_remove_root_from_new_role(self, host, port):
"""
target: test milvus client api grant and revoke root from new role
method: create role, grant to root, verify, revoke, verify
expected: succeed
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
# grant role to root
self.grant_role(client, user_name=ct.default_user, role_name=role_name)
# verify root has the role
user_info, _ = self.describe_user(client, user_name=ct.default_user)
assert role_name in user_info.get("roles", [])
# revoke role from root
self.revoke_role(client, user_name=ct.default_user, role_name=role_name)
# verify root no longer has the role
user_info, _ = self.describe_user(client, user_name=ct.default_user)
assert role_name not in user_info.get("roles", [])
def test_milvus_client_list_grant_by_role_and_not_exist_object(self, host, port):
"""
target: test milvus client api describe role with no grants
method: create role, describe role
expected: privileges list is empty
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
role_info, _ = self.describe_role(client, role_name=role_name)
assert role_info.get("privileges", []) == []
def test_milvus_client_revoke_privilege_with_object_not_exist(self, host, port):
"""
target: test milvus client api revoke privilege with random object type
method: create role, revoke privilege with random object type
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
random_object = cf.gen_unique_str(prefix)
self.revoke_privilege(
client,
role_name,
random_object,
"*",
"*",
check_task=CheckTasks.err_res,
check_items={ct.err_code: 65535, ct.err_msg: "the object entity in the request is nil or invalid"},
)
def test_milvus_client_revoke_privilege_with_privilege_not_exist(self, host, port):
"""
target: test milvus client api revoke privilege with random privilege name
method: create role, revoke privilege with random privilege name
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
random_privilege = cf.gen_unique_str(prefix)
self.revoke_privilege(
client,
role_name,
"Global",
random_privilege,
"*",
check_task=CheckTasks.err_res,
check_items={ct.err_code: 65535, ct.err_msg: "not found the privilege name"},
)
def test_milvus_client_grant_privilege_with_db_not_exist(self, host, port):
"""
target: test milvus client api grant privilege with nonexistent db
method: create user/role, grant on nonexistent db, root client using_database
expected: raise exception when using nonexistent db
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
role_name = cf.gen_unique_str(role_pre)
password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
nonexistent_db = cf.gen_unique_str(prefix)
self.grant_privilege(client, role_name, "Global", "All", "*", db_name=nonexistent_db)
time.sleep(10)
self.using_database(
client,
nonexistent_db,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 2, ct.err_msg: "database not found"},
)
def test_milvus_client_revoke_db_not_existed(self, host, port):
"""
target: test milvus client api revoke privilege with nonexistent db
method: grant Global All, revoke on nonexistent db
expected: silent success
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
self.grant_privilege(client, role_name, "Global", "All", "*")
nonexistent_db = cf.gen_unique_str(prefix)
self.revoke_privilege(client, role_name, "Global", "All", "*", db_name=nonexistent_db)
def test_milvus_client_list_grant_db_non_existed(self, host, port):
"""
target: test milvus client api describe role with nonexistent db
method: grant Global All, describe role with nonexistent db
expected: privileges list is empty
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
self.grant_privilege(client, role_name, "Global", "All", "*")
nonexistent_db = cf.gen_unique_str(prefix)
role_info, _ = self.describe_role(client, role_name=role_name, db_name=nonexistent_db)
assert role_info.get("privileges", []) == []
def test_milvus_client_grant_v2_collection_name_invalid_type(self, host, port):
"""
target: test milvus client api grant_privilege_v2 with invalid collection_name type
method: grant_privilege_v2 with collection_name=1
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
self.grant_privilege_v2(
client,
role_name,
"Insert",
collection_name=1,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1, ct.err_msg: "is illegal"},
)
def test_milvus_client_grant_v2_db_name_invalid_type(self, host, port):
"""
target: test milvus client api grant_privilege_v2 with invalid db_name type
method: grant_privilege_v2 with db_name=1
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
self.grant_privilege_v2(
client,
role_name,
"Insert",
collection_name="*",
db_name=1,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1, ct.err_msg: "is illegal"},
)
def test_milvus_client_grant_v2_db_name_invalid_value(self, host, port):
"""
target: test milvus client api grant_privilege_v2 with invalid db_name value
method: grant_privilege_v2 with db_name="n%$#@!"
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
self.grant_privilege_v2(
client,
role_name,
"Insert",
collection_name="*",
db_name="n%$#@!",
check_task=CheckTasks.err_res,
check_items={ct.err_code: 802, ct.err_msg: "database name can only contain"},
)
def test_milvus_client_grant_v2_not_exist_db_name(self, host, port):
"""
target: test milvus client api grant_privilege_v2 with nonexistent db_name
method: create privilege group, grant_v2 with nonexistent db, revoke_v2
expected: succeed (no error)
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
pg_name = cf.gen_unique_str(prefix)
self.create_privilege_group(client, privilege_group=pg_name)
self.add_privileges_to_group(client, privilege_group=pg_name, privileges=["Insert"])
nonexistent_db = cf.gen_unique_str(prefix)
self.grant_privilege_v2(client, role_name, pg_name, collection_name="*", db_name=nonexistent_db)
self.revoke_privilege_v2(client, role_name, pg_name, collection_name="*", db_name=nonexistent_db)
# cleanup
self.remove_privileges_from_group(client, privilege_group=pg_name, privileges=["Insert"])
self.drop_privilege_group(client, privilege_group=pg_name)
def test_milvus_client_revoke_v2_privilege_invalid_type(self, host, port):
"""
target: test milvus client api revoke_privilege_v2 with invalid privilege type
method: revoke_privilege_v2 with privilege=1
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
self.revoke_privilege_v2(
client,
role_name,
privilege=1,
collection_name="*",
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1, ct.err_msg: "is illegal"},
)
def test_milvus_client_revoke_v2_privilege_invalid_value(self, host, port):
"""
target: test milvus client api revoke_privilege_v2 with invalid privilege value
method: revoke_privilege_v2 with random privilege name
expected: raise exception
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=role_name)
random_privilege = cf.gen_unique_str(prefix)
self.revoke_privilege_v2(
client,
role_name,
privilege=random_privilege,
collection_name="*",
check_task=CheckTasks.err_res,
check_items={ct.err_code: 65535, ct.err_msg: "not found the privilege name"},
)
def test_milvus_client_delete_all_users(self, host, port):
"""
target: test milvus client api delete all non-root users
method: create 3 users, delete all non-root users
expected: only root user remains
"""
client = self._client()
user_names = []
for _ in range(3):
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(client, user_name=user_name, password=password)
user_names.append(user_name)
# verify all users exist
users, _ = self.list_users(client)
for un in user_names:
assert un in users
# delete all non-root users
for un in user_names:
self.drop_user(client, user_name=un)
# verify only root remains
users, _ = self.list_users(client)
assert len(users) == 1
assert ct.default_user in users
@pytest.mark.tags(CaseLabel.RBAC)
class TestMilvusClientRbacAdvance(TestMilvusClientV2Base):
"""Test case of rbac interface"""
def teardown_method(self, method):
log.info("[teardown_method] Start teardown RBAC test cases ...")
_teardown_rbac(self)
super().teardown_method(method)
# NOTE: requires common.security.authorizationEnabled=true
@pytest.mark.skip("requires specific multi-db RBAC setup")
def test_milvus_client_search_iterator_rbac_mul_db(self):
"""
target: test search iterator(high level api) normal case about mul db by rbac
method: create connection, collection, insert and search iterator
expected: search iterator permission deny after switch to no permission db
"""
batch_size = 20
uri = f"http://{cf.param_info.param_host}:{cf.param_info.param_port}"
client, _ = self.init_milvus_client(uri=uri, token="root:Milvus")
my_db = cf.gen_unique_str(prefix)
self.create_database(client, my_db)
collection_name = cf.gen_unique_str(prefix)
self.using_database(client, my_db)
# 1. create collection
self.create_collection(client, collection_name, default_dim, consistency_level="Bounded")
# 2. insert
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
self.insert(client, collection_name, rows)
self.flush(client, collection_name)
self.using_database(client, "default")
# 3. create collection
self.create_collection(client, collection_name, default_dim, consistency_level="Bounded")
# 4. insert
self.insert(client, collection_name, rows)
self.flush(client, collection_name)
user_name = cf.gen_unique_str(user_pre)
role_name = cf.gen_unique_str(role_pre)
password = cf.gen_str_by_length()
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.grant_privilege(client, role_name, "Collection", "Search", collection_name, "default")
self.grant_privilege(client, role_name, "Collection", "Insert", collection_name, my_db)
client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
# 5. search_iterator
vectors_to_search = rng.random((1, default_dim))
self.search_iterator(
client,
collection_name,
vectors_to_search,
batch_size,
use_rbac_mul_db=True,
another_db=my_db,
check_task=CheckTasks.check_permission_deny,
)
client, _ = self.init_milvus_client(uri=uri, token="root:Milvus")
self.revoke_privilege(client, role_name, "Collection", "Insert", collection_name, my_db)
self.drop_collection(client, collection_name)
self.using_database(client, "default")
self.drop_collection(client, collection_name)
def test_milvus_client_drop_role_which_bind_user(self, host, port):
"""
target: test milvus client api drop_role when role is bound to user
method: create a role, bind user to the role, drop the role
expected: drop success
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
role_name = cf.gen_unique_str(role_pre)
password = cf.gen_str_by_length(contain_numbers=True)
# create user and role
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
# bind user to role
self.grant_role(client, user_name=user_name, role_name=role_name)
# drop role that has user bound to it
self.drop_role(client, role_name=role_name)
# verify role is dropped
roles, _ = self.list_roles(client)
assert role_name not in roles
@pytest.mark.parametrize("role_name", ["admin", "public"])
def test_milvus_client_add_user_to_default_role(self, role_name, host, port):
"""
target: test milvus client api add user to default role (admin or public)
method: create a user, add user to admin role or public role
expected: add success
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
# create user
self.create_user(client, user_name=user_name, password=password)
# grant role to user (add user to role)
self.grant_role(client, user_name=user_name, role_name=role_name)
# grant role to user again to test idempotency
self.grant_role(client, user_name=user_name, role_name=role_name)
# verify user has the role
user_info, _ = self.describe_user(client, user_name=user_name)
assert user_info["user_name"] == user_name
assert role_name in user_info.get("roles", [])
def test_milvus_client_add_root_to_new_role(self, host, port):
"""
target: test milvus client api add root to new role
method: create a new role and add root user to the role
expected: add success
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
# create new role
self.create_role(client, role_name=role_name)
# add root user to the new role
self.grant_role(client, user_name=ct.default_user, role_name=role_name)
# verify root user has the role
user_info, _ = self.describe_user(client, user_name=ct.default_user)
assert user_info["user_name"] == ct.default_user
assert role_name in user_info.get("roles", [])
# drop the role
self.drop_role(client, role_name=role_name)
def test_milvus_client_list_collection_grants_by_role_and_object(self, host, port):
"""
target: test milvus client api list grants by role and object
method: create a new role, grant role collection privilege, list grants by role and object
expected: list success
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
collection_name = cf.gen_unique_str(prefix)
# create collection
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
# create new role
self.create_role(client, role_name=role_name)
# grant collection privileges to role
self.grant_privilege(client, role_name, "Collection", "Search", collection_name)
self.grant_privilege(client, role_name, "Collection", "Insert", collection_name)
# wait for privilege to take effect
time.sleep(10)
# describe role to get privileges
role_info, _ = self.describe_role(client, role_name=role_name)
# verify grants
privileges = role_info.get("privileges", [])
assert len(privileges) == 2
privilege_names = [priv["privilege"] for priv in privileges]
assert "Search" in privilege_names
assert "Insert" in privilege_names
# verify object type and name
for priv in privileges:
assert priv["object_type"] == "Collection"
assert priv["object_name"] == collection_name
# revoke privileges
for priv in privileges:
self.revoke_privilege(client, role_name, priv["object_type"], priv["privilege"], priv["object_name"])
# drop role and collection
self.drop_role(client, role_name=role_name)
self.drop_collection(client, collection_name)
def test_milvus_client_list_global_grants_by_role_and_object(self, host, port):
"""
target: test milvus client api list grants by role and object for global privileges
method: create a new role, grant role global privilege, list grants by role and object
expected: list success
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
# create new role
self.create_role(client, role_name=role_name)
# grant global privileges to role
self.grant_privilege(client, role_name, "Global", "CreateCollection", "*")
self.grant_privilege(client, role_name, "Global", "All", "*")
# wait for privilege to take effect
time.sleep(10)
# describe role to get privileges
role_info, _ = self.describe_role(client, role_name=role_name)
# verify grants
privileges = role_info.get("privileges", [])
assert len(privileges) == 2
privilege_names = [priv["privilege"] for priv in privileges]
assert "CreateCollection" in privilege_names
assert "All" in privilege_names
# verify object type and name
for priv in privileges:
assert priv["object_type"] == "Global"
assert priv["object_name"] == "*"
# revoke privileges
for priv in privileges:
self.revoke_privilege(client, role_name, priv["object_type"], priv["privilege"], priv["object_name"])
# wait for revoke to take effect
time.sleep(10)
# drop role
self.drop_role(client, role_name=role_name)
def test_milvus_client_verify_admin_role_privilege(self, host, port):
"""
target: test milvus client api verify admin role privilege
method: create a new user, bind to admin role, crud collection
expected: verify success
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
collection_name = cf.gen_unique_str(prefix)
# create user
self.create_user(client, user_name=user_name, password=password)
# grant admin role to user
self.grant_role(client, user_name=user_name, role_name="admin")
# wait for role to take effect
time.sleep(10)
# create new client with the user credentials
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
# test admin privileges by performing CRUD operations
# create collection
self.create_collection(user_client, collection_name, default_dim, consistency_level="Strong")
# insert data
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
self.insert(user_client, collection_name, rows)
# create index
index_params, _ = self.prepare_index_params(user_client)
index_params.add_index(field_name=default_vector_field_name)
self.create_index(user_client, collection_name, index_params)
# load collection
self.load_collection(user_client, collection_name)
# verify collection has data
self.flush(user_client, collection_name)
num_entities, _ = self.get_collection_stats(user_client, collection_name)
assert num_entities["row_count"] == default_nb
# release collection
self.release_collection(user_client, collection_name)
# drop collection
self.drop_collection(user_client, collection_name)
# drop user
self.drop_user(client, user_name=user_name)
@pytest.mark.parametrize("with_db", [False, True])
def test_milvus_client_verify_grant_collection_load_privilege(self, host, port, with_db):
"""
target: test milvus client api verify grant collection load privilege
method: verify grant collection load privilege
expected: verify success
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
collection_name = cf.gen_unique_str(prefix)
role_name = cf.gen_unique_str(role_pre)
# create user and role
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
# handle database parameter
if with_db:
db_name = cf.gen_unique_str(prefix)
self.create_database(client, db_name)
self.using_database(client, db_name)
else:
db_name = "default"
# create collection
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
# grant collection load privileges to role
self.grant_privilege(client, role_name, "Collection", "Load", collection_name, db_name=db_name)
self.grant_privilege(client, role_name, "Collection", "GetLoadingProgress", collection_name, db_name=db_name)
# wait for privilege to take effect
time.sleep(10)
# create new client with the user credentials
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password, db_name=db_name)
# test load privilege
self.load_collection(user_client, collection_name)
# cleanup
self.drop_collection(client, collection_name)
if with_db:
self.using_database(client, "default")
self.drop_database(client, db_name)
@pytest.mark.parametrize("with_db", [False, True])
def test_milvus_client_verify_grant_collection_release_privilege(self, host, port, with_db):
"""
target: test milvus client api verify grant collection release privilege
method: verify grant collection release privilege
expected: verify success
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
collection_name = cf.gen_unique_str(prefix)
role_name = cf.gen_unique_str(role_pre)
# create user and role
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
# handle database parameter
if with_db:
db_name = cf.gen_unique_str(prefix)
self.create_database(client, db_name)
self.using_database(client, db_name)
else:
db_name = "default"
# create collection
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
# load collection
self.load_collection(client, collection_name)
# grant collection release privilege to role
self.grant_privilege(client, role_name, "Collection", "Release", collection_name, db_name=db_name)
# wait for privilege to take effect
time.sleep(10)
# create new client with the user credentials
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password, db_name=db_name)
# test release privilege
self.release_collection(user_client, collection_name)
# cleanup
self.drop_collection(client, collection_name)
if with_db:
self.using_database(client, "default")
self.drop_database(client, db_name)
@pytest.mark.parametrize("with_db", [False, True])
def test_milvus_client_verify_grant_collection_insert_privilege(self, host, port, with_db):
"""
target: test milvus client api verify grant collection insert privilege
method: verify grant collection insert privilege
expected: verify success
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
collection_name = cf.gen_unique_str(prefix)
role_name = cf.gen_unique_str(role_pre)
# create user and role
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
# handle database parameter
if with_db:
db_name = cf.gen_unique_str(prefix)
self.create_database(client, db_name)
self.using_database(client, db_name)
else:
db_name = "default"
# create collection
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
# grant collection insert privilege to role
self.grant_privilege(client, role_name, "Collection", "Insert", collection_name, db_name=db_name)
# wait for privilege to take effect
time.sleep(10)
# create new client with the user credentials
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password, db_name=db_name)
# test insert privilege
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
self.insert(user_client, collection_name, rows)
# cleanup
self.drop_collection(client, collection_name)
if with_db:
self.using_database(client, "default")
self.drop_database(client, db_name)
@pytest.mark.parametrize("with_db", [False, True])
def test_milvus_client_verify_grant_collection_delete_privilege(self, host, port, with_db):
"""
target: test milvus client api verify grant collection delete privilege
method: verify grant collection delete privilege
expected: verify success
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
collection_name = cf.gen_unique_str(prefix)
role_name = cf.gen_unique_str(role_pre)
# create user and role
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
# handle database parameter
if with_db:
db_name = cf.gen_unique_str(prefix)
self.create_database(client, db_name)
self.using_database(client, db_name)
else:
db_name = "default"
# create collection
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
# grant collection delete privilege to role
self.grant_privilege(client, role_name, "Collection", "Delete", collection_name, db_name=db_name)
# wait for privilege to take effect
time.sleep(10)
# create new client with the user credentials
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password, db_name=db_name)
# test delete privilege
delete_expr = f"{default_primary_key_field_name} == 0"
self.delete(user_client, collection_name, filter=delete_expr)
# cleanup
self.drop_collection(client, collection_name)
if with_db:
self.using_database(client, "default")
self.drop_database(client, db_name)
def test_milvus_client_new_user_default_owns_public_role_permission(self, host, port):
"""
target: test milvus client api new user owns public role privilege
method: create a role, verify its permission
expected: verify success
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
collection_name = cf.gen_unique_str(prefix)
collection_name_2 = cf.gen_unique_str(prefix)
role_name = cf.gen_unique_str(role_pre)
# create user
self.create_user(client, user_name=user_name, password=password)
# create collection
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
# create index
index_params, _ = self.prepare_index_params(client)
index_params.add_index(field_name=default_vector_field_name)
self.create_index(client, collection_name, index_params)
# create new client with the user credentials
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
# wait for user to be created
time.sleep(10)
# test collection permission deny (new user has no privileges)
self.load_collection(user_client, collection_name, check_task=CheckTasks.check_permission_deny)
self.release_collection(user_client, collection_name, check_task=CheckTasks.check_permission_deny)
# test insert permission deny
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
self.insert(user_client, collection_name, rows, check_task=CheckTasks.check_permission_deny)
# test delete permission deny
delete_expr = f"{default_primary_key_field_name} == 0"
self.delete(user_client, collection_name, filter=delete_expr, check_task=CheckTasks.check_permission_deny)
# test search permission deny
vectors_to_search = rng.random((1, default_dim))
self.search(user_client, collection_name, vectors_to_search, check_task=CheckTasks.check_permission_deny)
# test query permission deny
query_expr = f"{default_primary_key_field_name} in [0, 1]"
self.query(user_client, collection_name, filter=query_expr, check_task=CheckTasks.check_permission_deny)
# test global permission deny
self.create_collection(
user_client,
collection_name_2,
default_dim,
consistency_level="Strong",
check_task=CheckTasks.check_permission_deny,
)
self.drop_collection(user_client, collection_name, check_task=CheckTasks.check_permission_deny)
self.create_user(
user_client, user_name=collection_name, password=password, check_task=CheckTasks.check_permission_deny
)
self.create_role(user_client, role_name=role_name, check_task=CheckTasks.check_permission_deny)
self.drop_user(user_client, user_name=user_name, check_task=CheckTasks.check_permission_deny)
# cleanup
self.drop_collection(client, collection_name)
self.drop_user(client, user_name=user_name)
@pytest.mark.parametrize("role_name", ["admin", "public"])
def test_milvus_client_remove_user_from_default_role(self, role_name, host, port):
"""
target: test milvus client api remove user from default role (admin or public)
method: create a user, add user to admin role or public role, remove user from role
expected: remove success
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
# create user
self.create_user(client, user_name=user_name, password=password)
# grant role to user (add user to role)
self.grant_role(client, user_name=user_name, role_name=role_name)
# verify user has the role
user_info, _ = self.describe_user(client, user_name=user_name)
assert user_info["user_name"] == user_name
assert role_name in user_info.get("roles", [])
# revoke role from user (remove user from role)
self.revoke_role(client, user_name=user_name, role_name=role_name)
# verify user no longer has the role
user_info, _ = self.describe_user(client, user_name=user_name)
assert user_info["user_name"] == user_name
assert role_name not in user_info.get("roles", [])
# cleanup
self.drop_user(client, user_name=user_name)
@pytest.mark.parametrize("role_name", ["admin", "public"])
def test_milvus_client_drop_admin_and_public_role(self, role_name, host, port):
"""
target: test milvus client api drop admin and public role fail
method: drop admin and public role fail
expected: fail to drop
"""
client = self._client()
# verify role exists
roles, _ = self.list_roles(client)
assert role_name in roles
# try to drop default role (should fail)
error_msg = f"the role[{role_name}] is a default role, which can't be dropped"
self.drop_role(
client,
role_name=role_name,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 1401, ct.err_msg: error_msg},
)
# verify role still exists
roles, _ = self.list_roles(client)
assert role_name in roles
def test_milvus_client_add_user_not_exist_role(self, host, port):
"""
target: test milvus client api add user to not exist role
method: create a user, add user to not exist role
expected: fail to add
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
# create user
self.create_user(client, user_name=user_name, password=password)
# verify role does not exist
roles, _ = self.list_roles(client)
assert role_name not in roles
# try to grant non-existent role to user (should fail)
error_msg = "not found the role, maybe the role isn't existed or internal system error"
self.grant_role(
client,
user_name=user_name,
role_name=role_name,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 65535, ct.err_msg: error_msg},
)
# cleanup
self.drop_user(client, user_name=user_name)
def test_milvus_client_remove_user_from_empty_role(self, host, port):
"""
target: test milvus client api remove not exist user from role
method: create new role, remove not exist user from unbind role
expected: fail to remove
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
# create user
self.create_user(client, user_name=user_name, password=password)
# create role
self.create_role(client, role_name=role_name)
# verify role does not have the user
role_info, _ = self.describe_role(client, role_name=role_name)
role_users = role_info.get("users", [])
assert user_name not in role_users
# try to revoke user from role (should fail since user is not in the role)
self.revoke_role(client, user_name=user_name, role_name=role_name)
# verify user is still not in the role
role_info, _ = self.describe_role(client, role_name=role_name)
role_users = role_info.get("users", [])
assert user_name not in role_users
# cleanup
self.drop_role(client, role_name=role_name)
self.drop_user(client, user_name=user_name)
def test_milvus_client_list_grant_by_not_exist_role(self, host, port):
"""
target: test milvus client api list grants by not exist role
method: list grants by not exist role
expected: fail to list
"""
client = self._client()
role_name = cf.gen_unique_str(role_pre)
# verify role does not exist
roles, _ = self.list_roles(client)
assert role_name not in roles
# try to describe non-existent role (should fail)
error_msg = "not found the role, maybe the role isn't existed or internal system error"
self.describe_role(
client,
role_name=role_name,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 65535, ct.err_msg: error_msg},
)
@pytest.mark.tags(CaseLabel.RBAC)
class TestMilvusClientRbacPrivilegeVerify(TestMilvusClientV2Base):
"""Test case of rbac privilege verification"""
def teardown_method(self, method):
log.info("[teardown_method] Start teardown RBAC test cases ...")
_teardown_rbac(self)
super().teardown_method(method)
# ==================== P0 Tests ====================
def test_milvus_client_new_user_default_public_role_permission(self, host, port):
"""
target: test new user with no explicit role has no privileges except list_collections
method: create user with no role, verify operations are denied, list_collections succeeds
expected: 14+ operations denied, list_collections succeeds
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
collection_name = cf.gen_unique_str(prefix)
collection_name_2 = cf.gen_unique_str(prefix)
role_name = cf.gen_unique_str(role_pre)
# create user (no role assigned)
self.create_user(client, user_name=user_name, password=password)
# create collection + index for testing
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
index_params = self.prepare_index_params(client)[0]
index_params.add_index(default_vector_field_name, metric_type="COSINE")
self.create_index(client, collection_name, index_params)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
time.sleep(10)
# verify operations denied
self.load_collection(user_client, collection_name, check_task=CheckTasks.check_permission_deny)
self.release_collection(user_client, collection_name, check_task=CheckTasks.check_permission_deny)
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
self.insert(user_client, collection_name, rows, check_task=CheckTasks.check_permission_deny)
delete_expr = f"{default_primary_key_field_name} == 0"
self.delete(user_client, collection_name, filter=delete_expr, check_task=CheckTasks.check_permission_deny)
vectors_to_search = cf.gen_vectors(1, default_dim)
self.search(user_client, collection_name, vectors_to_search, check_task=CheckTasks.check_permission_deny)
query_expr = f"{default_primary_key_field_name} in [0, 1]"
self.query(user_client, collection_name, filter=query_expr, check_task=CheckTasks.check_permission_deny)
self.create_collection(user_client, collection_name_2, default_dim, check_task=CheckTasks.check_permission_deny)
self.drop_collection(user_client, collection_name, check_task=CheckTasks.check_permission_deny)
self.create_user(
user_client,
user_name=cf.gen_unique_str(user_pre),
password=password,
check_task=CheckTasks.check_permission_deny,
)
self.create_role(user_client, role_name=role_name, check_task=CheckTasks.check_permission_deny)
self.drop_user(user_client, user_name=user_name, check_task=CheckTasks.check_permission_deny)
self.drop_role(user_client, role_name="admin", check_task=CheckTasks.check_permission_deny)
self.grant_privilege(user_client, "admin", "Global", "All", "*", check_task=CheckTasks.check_permission_deny)
self.revoke_privilege(user_client, "admin", "Global", "All", "*", check_task=CheckTasks.check_permission_deny)
self.grant_role(
user_client, user_name=user_name, role_name="admin", check_task=CheckTasks.check_permission_deny
)
# list_collections should succeed (public role)
res, _ = self.list_collections(user_client)
assert isinstance(res, list)
# cleanup
self.drop_collection(client, collection_name)
def test_milvus_client_verify_grant_collection_insert_privilege(self, host, port):
"""
target: test grant Insert on specific collection only
method: create 2 collections, grant Insert on col_a only
expected: user insert col_a succeeds, col_b denied, create_index on col_a denied
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
col_a = cf.gen_unique_str(prefix)
col_b = cf.gen_unique_str(prefix)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.create_collection(client, col_a, default_dim, consistency_level="Strong")
self.create_collection(client, col_b, default_dim, consistency_level="Strong")
self.grant_privilege(client, role_name, "Collection", "Insert", col_a)
time.sleep(10)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
# insert into col_a succeeds
self.insert(user_client, col_a, rows)
# insert into col_b denied
self.insert(user_client, col_b, rows, check_task=CheckTasks.check_permission_deny)
# create_index on col_a denied (no CreateIndex privilege)
index_params = self.prepare_index_params(user_client)[0]
index_params.add_index(default_vector_field_name, metric_type="COSINE")
self.create_index(user_client, col_a, index_params, check_task=CheckTasks.check_permission_deny)
# cleanup
self.drop_collection(client, col_a)
self.drop_collection(client, col_b)
def test_milvus_client_verify_grant_collection_delete_privilege(self, host, port):
"""
target: test grant Delete privilege on collection
method: root creates collection + inserts, grant Delete, user deletes
expected: user delete succeeds
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
collection_name = cf.gen_unique_str(prefix)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
self.insert(client, collection_name, rows)
self.grant_privilege(client, role_name, "Collection", "Delete", collection_name)
time.sleep(10)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
delete_expr = f"{default_primary_key_field_name} in [0, 1, 2]"
self.delete(user_client, collection_name, filter=delete_expr)
# cleanup
self.drop_collection(client, collection_name)
def test_milvus_client_verify_grant_collection_search_privilege(self, host, port):
"""
target: test grant Search privilege on collection
method: root creates + inserts + loads, grant Search, user searches
expected: user search returns results
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
collection_name = cf.gen_unique_str(prefix)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
self.insert(client, collection_name, rows)
index_params = self.prepare_index_params(client)[0]
index_params.add_index(default_vector_field_name, metric_type="COSINE")
self.create_index(client, collection_name, index_params)
self.load_collection(client, collection_name)
self.grant_privilege(client, role_name, "Collection", "Search", collection_name)
time.sleep(10)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
vectors_to_search = cf.gen_vectors(1, default_dim)
res, _ = self.search(user_client, collection_name, vectors_to_search)
assert len(res) > 0
# cleanup
self.drop_collection(client, collection_name)
def test_milvus_client_verify_grant_collection_query_privilege(self, host, port):
"""
target: test grant Query privilege on collection
method: root creates + inserts + loads, grant Query, user queries
expected: user query returns results
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
collection_name = cf.gen_unique_str(prefix)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
self.insert(client, collection_name, rows)
index_params = self.prepare_index_params(client)[0]
index_params.add_index(default_vector_field_name, metric_type="COSINE")
self.create_index(client, collection_name, index_params)
self.load_collection(client, collection_name)
self.grant_privilege(client, role_name, "Collection", "Query", collection_name)
time.sleep(10)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
query_expr = f"{default_primary_key_field_name} in [0, 1, 2]"
res, _ = self.query(user_client, collection_name, filter=query_expr)
assert len(res) > 0
# cleanup
self.drop_collection(client, collection_name)
def test_milvus_client_verify_grant_collection_load_privilege(self, host, port):
"""
target: test grant Load + GetLoadingProgress privilege on collection
method: root creates + inserts + creates index, grant Load + GetLoadingProgress, user loads
expected: user load succeeds
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
collection_name = cf.gen_unique_str(prefix)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
self.insert(client, collection_name, rows)
index_params = self.prepare_index_params(client)[0]
index_params.add_index(default_vector_field_name, metric_type="COSINE")
self.create_index(client, collection_name, index_params)
self.grant_privilege(client, role_name, "Collection", "Load", collection_name)
self.grant_privilege(client, role_name, "Collection", "GetLoadingProgress", collection_name)
time.sleep(10)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
self.load_collection(user_client, collection_name)
# cleanup
self.drop_collection(client, collection_name)
def test_milvus_client_verify_grant_collection_release_privilege(self, host, port):
"""
target: test grant Release privilege on collection
method: root creates + loads, grant Release, user releases
expected: user release succeeds
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
collection_name = cf.gen_unique_str(prefix)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
self.load_collection(client, collection_name)
self.grant_privilege(client, role_name, "Collection", "Release", collection_name)
time.sleep(10)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
self.release_collection(user_client, collection_name)
# cleanup
self.drop_collection(client, collection_name)
def test_milvus_client_verify_global_all_privilege(self, host, port):
"""
target: test grant Global All privilege
method: grant Global All *, user can create/insert/drop collection + create/drop user + create/drop role
expected: all operations succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.grant_privilege(client, role_name, "Global", "All", "*")
time.sleep(10)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
# create and drop collection
coll_name = cf.gen_unique_str(prefix)
self.create_collection(user_client, coll_name, default_dim, consistency_level="Strong")
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
self.insert(user_client, coll_name, rows)
self.drop_collection(user_client, coll_name)
# create and drop user
tmp_user = cf.gen_unique_str(user_pre)
tmp_password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(user_client, user_name=tmp_user, password=tmp_password)
self.drop_user(user_client, user_name=tmp_user)
# create and drop role
tmp_role = cf.gen_unique_str(role_pre)
self.create_role(user_client, role_name=tmp_role)
self.drop_role(user_client, role_name=tmp_role)
def test_milvus_client_role_revoke_user_privilege(self, host, port):
"""
target: test grant and revoke Global UpdateUser privilege
method: grant UpdateUser, user updates OTHER user's password, revoke, denied
expected: update other's password succeeds then denied after revoke
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
target_user = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
target_password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
self.create_user(client, user_name=user_name, password=password)
self.create_user(client, user_name=target_user, password=target_password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.grant_privilege_v2(client, role_name, "UpdateUser", collection_name="*", db_name="*")
time.sleep(20)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
# user can update OTHER user's password (requires UpdateUser privilege)
new_target_password = cf.gen_str_by_length(contain_numbers=True)
self.update_password(
user_client, user_name=target_user, old_password=target_password, new_password=new_target_password
)
# revoke UpdateUser
self.revoke_privilege_v2(client, role_name, "UpdateUser", collection_name="*", db_name="*")
time.sleep(20)
# reconnect to pick up revoked privilege
user_client2, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
another_password = cf.gen_str_by_length(contain_numbers=True)
self.update_password(
user_client2,
user_name=target_user,
old_password=new_target_password,
new_password=another_password,
check_task=CheckTasks.check_permission_deny,
)
def test_milvus_client_verify_grant_wildcard_object_name(self, host, port):
"""
target: test grant Insert with wildcard object name
method: grant Collection Insert on "*", root creates 2 collections, user inserts both
expected: user inserts both succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.grant_privilege(client, role_name, "Collection", "Insert", "*")
time.sleep(10)
col_a = cf.gen_unique_str(prefix)
col_b = cf.gen_unique_str(prefix)
self.create_collection(client, col_a, default_dim, consistency_level="Strong")
self.create_collection(client, col_b, default_dim, consistency_level="Strong")
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
self.insert(user_client, col_a, rows)
self.insert(user_client, col_b, rows)
# cleanup
self.drop_collection(client, col_a)
self.drop_collection(client, col_b)
def test_milvus_client_verify_grant_wildcard_privilege(self, host, port):
"""
target: test grant Collection * (all privileges) on specific collection
method: grant Collection * on col, root inserts + loads, user can insert/search/query
expected: all operations succeed on the collection
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
collection_name = cf.gen_unique_str(prefix)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
self.insert(client, collection_name, rows)
index_params = self.prepare_index_params(client)[0]
index_params.add_index(default_vector_field_name, metric_type="COSINE")
self.create_index(client, collection_name, index_params)
self.load_collection(client, collection_name)
self.grant_privilege_v2(client, role_name, "CollectionReadWrite", collection_name=collection_name)
time.sleep(10)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
# user can insert
new_rows = [
{
default_primary_key_field_name: i + default_nb,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: (i + default_nb) * 1.0,
default_string_field_name: str(i + default_nb),
}
for i in range(10)
]
self.insert(user_client, collection_name, new_rows)
# user can search
vectors_to_search = cf.gen_vectors(1, default_dim)
res, _ = self.search(user_client, collection_name, vectors_to_search)
assert len(res) > 0
# user can query
query_expr = f"{default_primary_key_field_name} in [0, 1, 2]"
res, _ = self.query(user_client, collection_name, filter=query_expr)
assert len(res) > 0
# cleanup
self.drop_collection(client, collection_name)
# ==================== P1 Tests ====================
def test_milvus_client_verify_grant_create_index_privilege(self, host, port):
"""
target: test grant CreateIndex privilege on collection
method: root creates collection, grant CreateIndex, user creates index
expected: user create_index succeeds
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
collection_name = cf.gen_unique_str(prefix)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
self.grant_privilege(client, role_name, "Collection", "CreateIndex", collection_name)
time.sleep(10)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
index_params = self.prepare_index_params(user_client)[0]
index_params.add_index(default_vector_field_name, metric_type="COSINE")
self.create_index(user_client, collection_name, index_params)
# cleanup
self.drop_collection(client, collection_name)
def test_milvus_client_verify_grant_drop_index_privilege(self, host, port):
"""
target: test grant DropIndex privilege on collection
method: root creates collection + index, grant DropIndex, user drops index
expected: user drop_index succeeds
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
collection_name = cf.gen_unique_str(prefix)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
# Use schema mode to avoid auto-load, then manually create index
schema = self.create_schema(client)[0]
schema.add_field(default_primary_key_field_name, DataType.INT64, is_primary=True)
schema.add_field(default_vector_field_name, DataType.FLOAT_VECTOR, dim=default_dim)
self.create_collection(client, collection_name, schema=schema)
index_params = self.prepare_index_params(client)[0]
index_params.add_index(default_vector_field_name, metric_type="COSINE")
self.create_index(client, collection_name, index_params)
# collection is NOT loaded, so drop_index is allowed
# grant DropIndex + DescribeCollection via v2 API
self.grant_privilege_v2(client, role_name, "DropIndex", collection_name=collection_name)
self.grant_privilege_v2(client, role_name, "DescribeCollection", collection_name=collection_name)
time.sleep(20)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
self.drop_index(user_client, collection_name, default_vector_field_name)
# cleanup
self.drop_collection(client, collection_name)
def test_milvus_client_verify_grant_compaction_privilege(self, host, port):
"""
target: test grant Compaction privilege on collection
method: root creates collection + inserts, grant Compaction, user compacts
expected: user compact succeeds
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
collection_name = cf.gen_unique_str(prefix)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
self.insert(client, collection_name, rows)
self.grant_privilege(client, role_name, "Collection", "Compaction", collection_name)
time.sleep(10)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
self.compact(user_client, collection_name)
# cleanup
self.drop_collection(client, collection_name)
def test_milvus_client_verify_grant_flush_privilege(self, host, port):
"""
target: test grant Flush privilege on collection
method: root creates collection + inserts, grant Flush, user flushes
expected: user flush succeeds
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
collection_name = cf.gen_unique_str(prefix)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
self.insert(client, collection_name, rows)
self.grant_privilege(client, role_name, "Collection", "Flush", collection_name)
time.sleep(10)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
self.flush(user_client, collection_name)
# cleanup
self.drop_collection(client, collection_name)
def test_milvus_client_verify_grant_global_create_collection_privilege(self, host, port):
"""
target: test grant Global CreateCollection privilege
method: grant CreateCollection, user creates collection
expected: user create_collection succeeds
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
# FIX: CreateCollection is a cluster-level privilege, needs db_name="*"
self.grant_privilege_v2(client, role_name, "CreateCollection", collection_name="*", db_name="*")
time.sleep(15)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
coll_name = cf.gen_unique_str(prefix)
# Use schema mode to avoid auto-index/load which needs extra privileges
schema = self.create_schema(user_client)[0]
schema.add_field(default_primary_key_field_name, DataType.INT64, is_primary=True)
schema.add_field(default_vector_field_name, DataType.FLOAT_VECTOR, dim=default_dim)
self.create_collection(user_client, coll_name, schema=schema)
# cleanup
self.drop_collection(client, coll_name)
def test_milvus_client_verify_grant_global_drop_collection_privilege(self, host, port):
"""
target: test grant Global DropCollection privilege
method: root creates collection, grant DropCollection, user drops
expected: user drop_collection succeeds
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
collection_name = cf.gen_unique_str(prefix)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
self.grant_privilege(client, role_name, "Global", "DropCollection", "*")
time.sleep(10)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
self.drop_collection(user_client, collection_name)
def test_milvus_client_verify_grant_global_create_ownership_privilege(self, host, port):
"""
target: test grant Global CreateOwnership privilege
method: grant CreateOwnership, user can create user and create role
expected: user create_user and create_role succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.grant_privilege(client, role_name, "Global", "CreateOwnership", "*")
time.sleep(10)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
tmp_user = cf.gen_unique_str(user_pre)
tmp_password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(user_client, user_name=tmp_user, password=tmp_password)
tmp_role = cf.gen_unique_str(role_pre)
self.create_role(user_client, role_name=tmp_role)
# cleanup
self.drop_role(client, role_name=tmp_role)
self.drop_user(client, user_name=tmp_user)
def test_milvus_client_verify_grant_global_drop_ownership_privilege(self, host, port):
"""
target: test grant Global DropOwnership privilege
method: root creates user + role, grant DropOwnership, user drops them
expected: user drop_user and drop_role succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.grant_privilege(client, role_name, "Global", "DropOwnership", "*")
time.sleep(10)
# root creates targets to drop
tmp_user = cf.gen_unique_str(user_pre)
tmp_password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(client, user_name=tmp_user, password=tmp_password)
tmp_role = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=tmp_role)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
self.drop_user(user_client, user_name=tmp_user)
self.drop_role(user_client, role_name=tmp_role)
def test_milvus_client_verify_grant_global_select_ownership_privilege(self, host, port):
"""
target: test grant Global SelectOwnership privilege
method: grant SelectOwnership, user can list_users and list_roles
expected: user list_users and list_roles succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.grant_privilege(client, role_name, "Global", "SelectOwnership", "*")
time.sleep(10)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
users, _ = self.list_users(user_client)
assert len(users) >= 1
roles, _ = self.list_roles(user_client)
assert len(roles) >= 2
def test_milvus_client_verify_grant_global_manage_ownership_privilege(self, host, port):
"""
target: test grant Global ManageOwnership privilege
method: grant ManageOwnership, user can grant_role and revoke_role
expected: user grant_role and revoke_role succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.grant_privilege(client, role_name, "Global", "ManageOwnership", "*")
time.sleep(10)
# root creates a second user and role
tmp_user = cf.gen_unique_str(user_pre)
tmp_password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(client, user_name=tmp_user, password=tmp_password)
tmp_role = cf.gen_unique_str(role_pre)
self.create_role(client, role_name=tmp_role)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
# user can grant role
self.grant_role(user_client, user_name=tmp_user, role_name=tmp_role)
# user can revoke role
self.revoke_role(user_client, user_name=tmp_user, role_name=tmp_role)
# cleanup
self.drop_role(client, role_name=tmp_role)
self.drop_user(client, user_name=tmp_user)
def test_milvus_client_verify_grant_user_update_privilege(self, host, port):
"""
target: test grant Global UpdateUser privilege
method: grant UpdateUser, user can update own password
expected: user update_password succeeds
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
self.grant_privilege_v2(client, role_name, "UpdateUser", collection_name="*")
time.sleep(10)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
new_password = cf.gen_str_by_length(contain_numbers=True)
self.update_password(user_client, user_name=user_name, old_password=password, new_password=new_password)
def test_milvus_client_verify_grant_user_select_privilege(self, host, port):
"""
target: test grant Global SelectUser privilege
method: grant SelectUser, user can describe_user and list_users
expected: user describe_user and list_users succeed
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
# SelectUser allows describe_user; SelectOwnership allows list_users
self.grant_privilege_v2(client, role_name, "SelectUser", collection_name="*", db_name="*")
self.grant_privilege_v2(client, role_name, "SelectOwnership", collection_name="*", db_name="*")
time.sleep(20)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
res, _ = self.describe_user(user_client, user_name=user_name)
assert res["user_name"] == user_name
users, _ = self.list_users(user_client)
assert user_name in users
@pytest.mark.skip("public role privileges may be granted via built-in groups and cannot be individually revoked")
def test_milvus_client_revoke_public_role_privilege(self, host, port):
"""
target: test revoke privilege from public role
method: revoke ShowCollections from public, user denied list_collections, re-grant
expected: user denied after revoke, succeeds after re-grant
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(client, user_name=user_name, password=password)
try:
# revoke ShowCollections from public role
self.revoke_privilege_v2(client, "public", "ShowCollections", collection_name="*", db_name="*")
time.sleep(20)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
self.list_collections(user_client, check_task=CheckTasks.check_permission_deny)
finally:
# re-grant to restore public role
self.grant_privilege_v2(client, "public", "ShowCollections", collection_name="*", db_name="*")
time.sleep(20)
def test_milvus_client_revoke_user_after_delete_user(self, host, port):
"""
target: test recreate user after delete
method: create user, bind role, delete user, recreate with same name, login with new password
expected: new user can login with new password
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
# delete user
self.drop_user(client, user_name=user_name)
time.sleep(10)
# recreate user with same name but different password
new_password = cf.gen_str_by_length(contain_numbers=True)
self.create_user(client, user_name=user_name, password=new_password)
time.sleep(20)
# login with new password should succeed
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=new_password)
res, _ = self.list_collections(user_client)
assert isinstance(res, list)
def test_milvus_client_grant_connect_privilege(self, host, port):
"""
target: test grant SelectUser privilege allows list_users and list_collections
method: grant SelectUser, user can list_users and list_collections but not create_collection
expected: list_users ok, list_collections ok, create_collection denied
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
# SelectUser + SelectOwnership for list_users
self.grant_privilege_v2(client, role_name, "SelectUser", collection_name="*", db_name="*")
self.grant_privilege_v2(client, role_name, "SelectOwnership", collection_name="*", db_name="*")
time.sleep(20)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
users, _ = self.list_users(user_client)
assert len(users) >= 1
res, _ = self.list_collections(user_client)
assert isinstance(res, list)
coll_name = cf.gen_unique_str(prefix)
self.create_collection(user_client, coll_name, default_dim, check_task=CheckTasks.check_permission_deny)
def test_milvus_client_public_role_privilege_all_dbs(self, host, port):
"""
target: test public role user can list_collections in default db only
method: create db_a and db_b, public user lists in default db and cannot switch to other dbs
expected: list_collections succeeds in default db and using_database is denied in db_a/db_b
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
db_a = cf.gen_unique_str(prefix)
db_b = cf.gen_unique_str(prefix)
self.create_user(client, user_name=user_name, password=password)
self.create_database(client, db_a)
self.create_database(client, db_b)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
# list_collections in default db
res, _ = self.list_collections(user_client)
assert isinstance(res, list)
# public role cannot switch to another db without DescribeDatabase privilege
self.using_database(
user_client,
db_a,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 7, ct.err_msg: "PrivilegeDescribeDatabase: permission deny"},
)
self.using_database(
user_client,
db_b,
check_task=CheckTasks.err_res,
check_items={ct.err_code: 7, ct.err_msg: "PrivilegeDescribeDatabase: permission deny"},
)
# cleanup
self.using_database(client, "default")
self.drop_database(client, db_a)
self.drop_database(client, db_b)
def test_milvus_client_built_in_privilege_groups_e2e(self, host, port):
"""
target: test built-in privilege groups end to end
method: grant CollectionReadOnly, search ok, insert denied, switch to ReadWrite,
insert ok, then custom group with Insert, grant, verify, remove Insert, verify denied
expected: privilege groups work correctly
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
collection_name = cf.gen_unique_str(prefix)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
# create collection, insert, index, load
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
self.insert(client, collection_name, rows)
index_params = self.prepare_index_params(client)[0]
index_params.add_index(default_vector_field_name, metric_type="COSINE")
self.create_index(client, collection_name, index_params)
self.load_collection(client, collection_name)
# grant CollectionReadOnly
self.grant_privilege_v2(client, role_name, "CollectionReadOnly", collection_name=collection_name)
# FIX: increase sleep times throughout for privilege propagation
time.sleep(20)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
# search ok
vectors_to_search = cf.gen_vectors(1, default_dim)
res, _ = self.search(user_client, collection_name, vectors_to_search)
assert len(res) > 0
# insert denied (ReadOnly)
new_rows = [
{
default_primary_key_field_name: i + default_nb,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: (i + default_nb) * 1.0,
default_string_field_name: str(i + default_nb),
}
for i in range(10)
]
self.insert(user_client, collection_name, new_rows, check_task=CheckTasks.check_permission_deny)
# revoke CollectionReadOnly, grant CollectionReadWrite
self.revoke_privilege_v2(client, role_name, "CollectionReadOnly", collection_name=collection_name)
self.grant_privilege_v2(client, role_name, "CollectionReadWrite", collection_name=collection_name)
time.sleep(20)
# insert ok (ReadWrite)
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
self.insert(user_client, collection_name, new_rows)
# revoke CollectionReadWrite
self.revoke_privilege_v2(client, role_name, "CollectionReadWrite", collection_name=collection_name)
time.sleep(20)
# create custom privilege group with Insert
pg_name = cf.gen_unique_str(prefix)
self.create_privilege_group(client, privilege_group=pg_name)
self.add_privileges_to_group(client, privilege_group=pg_name, privileges=["Insert"])
self.grant_privilege_v2(client, role_name, pg_name, collection_name=collection_name)
time.sleep(20)
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
more_rows = [
{
default_primary_key_field_name: i + default_nb + 10,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: (i + default_nb + 10) * 1.0,
default_string_field_name: str(i + default_nb + 10),
}
for i in range(10)
]
self.insert(user_client, collection_name, more_rows)
# revoke the privilege group grant first, then remove privilege from group
self.revoke_privilege_v2(client, role_name, pg_name, collection_name=collection_name)
self.remove_privileges_from_group(client, privilege_group=pg_name, privileges=["Insert"])
time.sleep(30)
# insert denied (use different PKs to avoid duplicate key issues)
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
denied_rows = [
{
default_primary_key_field_name: i + default_nb + 20,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: (i + default_nb + 20) * 1.0,
default_string_field_name: str(i + default_nb + 20),
}
for i in range(10)
]
self.insert(user_client, collection_name, denied_rows, check_task=CheckTasks.check_permission_deny)
# cleanup
self.drop_privilege_group(client, privilege_group=pg_name)
self.drop_collection(client, collection_name)
@pytest.mark.tags(CaseLabel.RBAC)
class TestMilvusClientRbacPrivilegeGroup(TestMilvusClientV2Base):
"""Test case of rbac privilege group interface"""
def teardown_method(self, method):
log.info("[teardown_method] Start teardown privilege group test cases ...")
_teardown_rbac(self)
super().teardown_method(method)
def test_milvus_client_create_large_numbers_privilege_groups(self, host, port):
"""
target: test create large number of privilege groups
method: create 100 privilege groups, verify all exist, drop all
expected: all operations succeed
"""
client = self._client()
pg_names = []
for i in range(100):
pg_name = cf.gen_unique_str(prefix)
self.create_privilege_group(client, privilege_group=pg_name)
pg_names.append(pg_name)
# verify all groups exist
pgs, _ = self.list_privilege_groups(client)
pg_list = [pg.get("privilege_group", pg) if isinstance(pg, dict) else str(pg) for pg in pgs]
for pg_name in pg_names:
assert pg_name in pg_list
# drop all groups
for pg_name in pg_names:
self.drop_privilege_group(client, privilege_group=pg_name)
# verify all groups are dropped
pgs, _ = self.list_privilege_groups(client)
pg_list = [pg.get("privilege_group", pg) if isinstance(pg, dict) else str(pg) for pg in pgs]
for pg_name in pg_names:
assert pg_name not in pg_list
@pytest.mark.tags(CaseLabel.RBAC)
class TestMilvusClientRbacPrefixIsolation(TestMilvusClientV2Base):
"""PR #48053 / Issue #47998: RBAC prefix isolation tests.
Bug: When two usernames have a prefix relationship (e.g. user1 / user11),
getRolesByUsername returns empty-string roles due to path.Join stripping
trailing slash in etcd LoadWithPrefix.
"""
DIM = 128
def teardown_method(self, method):
"""Clean up entities created by this test, then call super() for connection cleanup."""
if not hasattr(self, "_p"):
super().teardown_method(method)
return
log.info(f"[pr48053 teardown] cleaning up {method.__name__}, prefix={self._p}")
client = self._client()
# Use force_drop to skip manual revoke of privileges.
# Order: drop roles (force) → drop users → drop privilege groups
# → drop aliases → drop collections → drop databases
for role in [self._role1, self._role10, self._role1_read]:
try:
client.drop_role(role, force_drop=True)
except Exception:
pass
for user in [self._user1, self._user11, self._user1_ro]:
try:
client.drop_user(user)
except Exception:
pass
for pg in [self._pg1, self._pg10, self._pg1_ext]:
try:
client.drop_privilege_group(pg)
except Exception:
pass
for alias in [self._alias1, self._alias10, self._alias1_bak]:
try:
client.drop_alias(alias)
except Exception:
pass
for col in [self._col, self._col_v2, self._collection]:
try:
client.drop_collection(col)
except Exception:
pass
for db in [self._db1, self._db10]:
try:
client.using_database(db)
client.drop_collection("inner_col")
except Exception:
pass
try:
client.using_database("default")
client.drop_database(db)
except Exception:
pass
super().teardown_method(method)
def test_prefix_isolation_all(self, host, port):
"""All UpgradeCheck cases (#01~#26) in a single test method.
Before upgrade (bug present):
- #03 DescribeUser(user1): FAIL (empty-string role)
- #23 ListDatabases as user1: FAIL (role entity invalid)
After upgrade (bug fixed): all pass.
"""
client = self._client()
uri = f"http://{host}:{port}"
# ============================================================
# Setup: create all test data with random prefix
# ============================================================
p = cf.gen_unique_str("pr48053")
self._p = p
# Names with prefix collision
self._user1 = f"{p}_user1"
self._user11 = f"{p}_user11"
self._user1_ro = f"{p}_user1_ro"
self._pw1 = cf.gen_str_by_length(contain_numbers=True)
self._pw11 = cf.gen_str_by_length(contain_numbers=True)
self._pw1_ro = cf.gen_str_by_length(contain_numbers=True)
self._role1 = f"{p}_role1"
self._role10 = f"{p}_role10"
self._role1_read = f"{p}_role1_read"
self._col = f"{p}_col"
self._col_v2 = f"{p}_col_v2"
self._collection = f"{p}_collection"
self._alias1 = f"{p}_alias1"
self._alias10 = f"{p}_alias10"
self._alias1_bak = f"{p}_alias1_bak"
self._db1 = f"{p}_db1"
self._db10 = f"{p}_db10"
self._pg1 = f"{p}_pg1"
self._pg10 = f"{p}_pg10"
self._pg1_ext = f"{p}_pg1_extended"
dim = self.DIM
# Collections
for col_name in [self._col, self._col_v2, self._collection]:
schema, _ = self.create_schema(client)
schema.add_field("id", DataType.INT64, is_primary=True)
schema.add_field("vec", DataType.FLOAT_VECTOR, dim=dim)
self.create_collection(client, col_name, schema=schema, force_teardown=False)
self.insert(client, col_name, [{"id": i, "vec": np.random.random(dim).tolist()} for i in range(10)])
idx = client.prepare_index_params()
idx.add_index(field_name="vec", index_type="FLAT", metric_type="COSINE")
self.create_index(client, col_name, idx)
self.load_collection(client, col_name)
# Aliases
self.create_alias(client, self._col, self._alias1)
self.create_alias(client, self._col_v2, self._alias10)
self.create_alias(client, self._collection, self._alias1_bak)
# Databases + inner collections
for db_name in [self._db1, self._db10]:
self.create_database(client, db_name)
self.using_database(client, db_name)
schema, _ = self.create_schema(client)
schema.add_field("id", DataType.INT64, is_primary=True)
schema.add_field("vec", DataType.FLOAT_VECTOR, dim=dim)
self.create_collection(client, "inner_col", schema=schema, force_teardown=False)
self.insert(client, "inner_col", [{"id": i, "vec": np.random.random(dim).tolist()} for i in range(10)])
idx = client.prepare_index_params()
idx.add_index(field_name="vec", index_type="FLAT", metric_type="COSINE")
self.create_index(client, "inner_col", idx)
self.load_collection(client, "inner_col")
self.using_database(client, "default")
# Roles
for role in [self._role1, self._role10, self._role1_read]:
self.create_role(client, role)
# Users + bindings
self.create_user(client, self._user1, self._pw1)
self.create_user(client, self._user11, self._pw11)
self.create_user(client, self._user1_ro, self._pw1_ro)
self.grant_role(client, self._user1, self._role1)
self.grant_role(client, self._user11, self._role10)
self.grant_role(client, self._user1_ro, self._role1_read)
# Privilege groups
self.create_privilege_group(client, self._pg1)
self.add_privileges_to_group(client, self._pg1, ["Search", "Query"])
self.create_privilege_group(client, self._pg10)
self.add_privileges_to_group(client, self._pg10, ["Insert", "Delete", "Upsert"])
self.create_privilege_group(client, self._pg1_ext)
self.add_privileges_to_group(client, self._pg1_ext, ["Search", "Query", "Load", "Release"])
# Grants (CreateCollection db must be "default" not "*" for #23 to reproduce)
grants = [
(self._role1, "Search", self._col, "default"),
(self._role1, "Query", self._col, "default"),
(self._role10, "Insert", self._col_v2, "default"),
(self._role10, "Search", self._col_v2, "default"),
(self._role1_read, "Search", self._collection, "default"),
(self._role1, "CreateCollection", "*", "default"),
(self._role1, "Search", "inner_col", self._db1),
(self._role10, "Search", "inner_col", self._db10),
(self._role1_read, self._pg1, self._col_v2, "default"),
]
for role, priv, col, db in grants:
self.grant_privilege_v2(client, role, priv, col, db)
time.sleep(2)
log.info(f"[pr48053] setup complete, prefix={p}")
# ============================================================
# #01~#10: RBAC metadata integrity
# ============================================================
# #01: ListUsers
users, _ = self.list_users(client)
for u in [self._user1, self._user11, self._user1_ro]:
assert u in users, f"#01: {u} not in {users}"
# #02: ListRoles
roles, _ = self.list_roles(client)
for r in [self._role1, self._role10, self._role1_read]:
assert r in roles, f"#02: {r} not in {roles}"
# #03: DescribeUser(user1) - BUG POINT
# Bug #47998: user1 is prefix of user11/user1_ro, returns ['role1', '', '']
result, _ = self.describe_user(client, self._user1)
roles_u1 = list(result.get("roles", []))
assert "" not in roles_u1, f"#03 Bug #47998: empty-string role, roles={roles_u1}"
assert self._role1 in roles_u1, f"#03: should contain {self._role1}, roles={roles_u1}"
# #04: DescribeUser(user11)
result, _ = self.describe_user(client, self._user11)
roles_u11 = list(result.get("roles", []))
assert self._role10 in roles_u11 and self._role1 not in roles_u11 and "" not in roles_u11, (
f"#04: roles={roles_u11}"
)
# #05: DescribeUser(user1_ro)
result, _ = self.describe_user(client, self._user1_ro)
roles_uro = list(result.get("roles", []))
assert self._role1_read in roles_uro and self._role1 not in roles_uro and "" not in roles_uro, (
f"#05: roles={roles_uro}"
)
# #06: DescribeRole(role1) no col_v2
result, _ = self.describe_role(client, self._role1)
privs = result.get("privileges", [])
col_v2_privs = [p for p in privs if self._col_v2 in str(p.get("object_name", ""))]
assert len(col_v2_privs) == 0, f"#06: role1 should not have col_v2: {col_v2_privs}"
assert len(privs) > 0, "#06: role1 should have privileges"
# #07: DescribeRole(role10) no col
result, _ = self.describe_role(client, self._role10)
privs = result.get("privileges", [])
col_only = [p for p in privs if p.get("object_name") == self._col]
assert len(col_only) == 0, f"#07: role10 should not have col: {col_only}"
# #08: DescribeRole(role1_read) no role1's Query/CreateCollection
result, _ = self.describe_role(client, self._role1_read)
privs = result.get("privileges", [])
has_query = any(p.get("privilege") == "Query" and p.get("object_name") == self._col for p in privs)
has_create = any(p.get("privilege") == "CreateCollection" for p in privs)
assert not has_query and not has_create, f"#08: Query={has_query}, CreateCollection={has_create}"
# #09: ListPrivilegeGroups
groups, _ = self.list_privilege_groups(client)
names = [g.get("privilege_group", g.get("group_name", "")) for g in groups]
for pg in [self._pg1, self._pg10, self._pg1_ext]:
assert pg in names, f"#09: {pg} not in {names}"
# #10: DescribeRole(role1_read) has pg1 on col_v2
result, _ = self.describe_role(client, self._role1_read)
privs = result.get("privileges", [])
has_pg1 = any(
self._pg1 in str(p.get("privilege", "")) and self._col_v2 in str(p.get("object_name", "")) for p in privs
)
assert has_pg1, f"#10: should have {self._pg1} on {self._col_v2}, privs={privs}"
# ============================================================
# #11~#20: Permission isolation
# Uses init_milvus_client per user + check_task for permission checks
# ============================================================
# #11: user1 Search col -> success
uc1, _ = self.init_milvus_client(uri=uri, user=self._user1, password=self._pw1)
self.search(uc1, self._col, data=[np.random.random(dim).tolist()])
# #12: user1 Insert col_v2 -> denied
self.insert(
uc1,
self._col_v2,
[{"id": 9999, "vec": np.random.random(dim).tolist()}],
check_task=CheckTasks.check_permission_deny,
)
# #13: user1 Search col_v2 -> denied
self.search(
uc1, self._col_v2, data=[np.random.random(dim).tolist()], check_task=CheckTasks.check_permission_deny
)
# #14: user11 Search col -> denied
uc11, _ = self.init_milvus_client(uri=uri, user=self._user11, password=self._pw11)
self.search(uc11, self._col, data=[np.random.random(dim).tolist()], check_task=CheckTasks.check_permission_deny)
# #15: user11 Query col -> denied
self.query(uc11, self._col, filter="id >= 0", check_task=CheckTasks.check_permission_deny)
# #16: user1_ro Insert col -> denied
uc_ro, _ = self.init_milvus_client(uri=uri, user=self._user1_ro, password=self._pw1_ro)
self.insert(
uc_ro,
self._col,
[{"id": 9999, "vec": np.random.random(dim).tolist()}],
check_task=CheckTasks.check_permission_deny,
)
# #17: user1_ro Search col_v2 -> success via pg1
self.search(uc_ro, self._col_v2, data=[np.random.random(dim).tolist()])
# #18: user1_ro Insert col_v2 -> denied (pg1 has no Insert)
self.insert(
uc_ro,
self._col_v2,
[{"id": 9999, "vec": np.random.random(dim).tolist()}],
check_task=CheckTasks.check_permission_deny,
)
# #19: DescribeRole(role1) grants no col_v2
result, _ = self.describe_role(client, self._role1)
col_v2 = [p for p in result.get("privileges", []) if self._col_v2 in str(p)]
assert len(col_v2) == 0, f"#19: role1 should not have col_v2: {col_v2}"
# #20: DescribeRole(role10) grants no col
result, _ = self.describe_role(client, self._role10)
col_only = [p for p in result.get("privileges", []) if p.get("object_name") == self._col]
assert len(col_only) == 0, f"#20: role10 should not have col: {col_only}"
# ============================================================
# #21~#22: Alias
# ============================================================
# #21: ListAliases
all_aliases = []
for col_name in [self._col, self._col_v2, self._collection]:
result, _ = self.list_aliases(client, col_name)
if isinstance(result, dict):
all_aliases.extend(result.get("aliases", []))
elif isinstance(result, list):
all_aliases.extend(result)
for alias in [self._alias1, self._alias10, self._alias1_bak]:
assert alias in all_aliases, f"#21: {alias} not in {all_aliases}"
# #22: Search via alias1
result, _ = self.search(client, self._alias1, data=[np.random.random(dim).tolist()])
assert len(result) > 0, "#22: search via alias1 returned no results"
# ============================================================
# #23~#26: Multi-DB
# ============================================================
# #23: user1 ListDatabases - BUG POINT
# Bug #47998: getCurrentUserVisibleDatabases -> getRolesByUsername
# -> empty role -> SelectGrant error
user_client, _ = self.init_milvus_client(uri=uri, user=self._user1, password=self._pw1)
self.list_databases(user_client)
# #25: user1 Search db1.inner_col -> success
uc1_db1, _ = self.init_milvus_client(uri=uri, user=self._user1, password=self._pw1, db_name=self._db1)
self.search(uc1_db1, "inner_col", data=[np.random.random(dim).tolist()])
# #26: user1 Search db10.inner_col -> denied
uc1_db10, _ = self.init_milvus_client(uri=uri, user=self._user1, password=self._pw1, db_name=self._db10)
self.search(
uc1_db10, "inner_col", data=[np.random.random(dim).tolist()], check_task=CheckTasks.check_permission_deny
)
log.info(f"[pr48053] all checks passed, prefix={p}")
@pytest.mark.tags(CaseLabel.RBAC)
class TestMilvusClientRbacGrantV2(TestMilvusClientV2Base):
"""Test case of rbac grant v2 interface"""
def teardown_method(self, method):
log.info("[teardown_method] Start teardown grant v2 test cases ...")
_teardown_rbac(self)
super().teardown_method(method)
def test_milvus_client_grant_revoke_v2_duplicate_privilege_and_privilege_group(self, host, port):
"""
target: test grant Search + CollectionReadOnly, revoke Search, still ok via group, then revoke group
method: grant Search + CollectionReadOnly, search ok, revoke Search, still ok, revoke group, denied
expected: search ok while group covers, denied after revoking both
"""
client = self._client()
user_name = cf.gen_unique_str(user_pre)
password = cf.gen_str_by_length(contain_numbers=True)
role_name = cf.gen_unique_str(role_pre)
collection_name = cf.gen_unique_str(prefix)
self.create_user(client, user_name=user_name, password=password)
self.create_role(client, role_name=role_name)
self.grant_role(client, user_name=user_name, role_name=role_name)
# create collection, insert, index, load
self.create_collection(client, collection_name, default_dim, consistency_level="Strong")
rng = np.random.default_rng(seed=19530)
rows = [
{
default_primary_key_field_name: i,
default_vector_field_name: list(rng.random((1, default_dim))[0]),
default_float_field_name: i * 1.0,
default_string_field_name: str(i),
}
for i in range(default_nb)
]
self.insert(client, collection_name, rows)
index_params = self.prepare_index_params(client)[0]
index_params.add_index(default_vector_field_name, metric_type="COSINE")
self.create_index(client, collection_name, index_params)
self.load_collection(client, collection_name)
# grant Search (individual) + CollectionReadOnly (group)
self.grant_privilege_v2(client, role_name, "Search", collection_name=collection_name)
self.grant_privilege_v2(client, role_name, "CollectionReadOnly", collection_name=collection_name)
time.sleep(10)
uri = f"http://{host}:{port}"
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
vectors_to_search = cf.gen_vectors(1, default_dim)
# search ok
res, _ = self.search(user_client, collection_name, vectors_to_search)
assert len(res) > 0
# revoke Search (individual) — group still covers
self.revoke_privilege_v2(client, role_name, "Search", collection_name=collection_name)
time.sleep(10)
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
res, _ = self.search(user_client, collection_name, vectors_to_search)
assert len(res) > 0
# revoke CollectionReadOnly — now denied
self.revoke_privilege_v2(client, role_name, "CollectionReadOnly", collection_name=collection_name)
time.sleep(10)
user_client, _ = self.init_milvus_client(uri=uri, user=user_name, password=password)
self.search(user_client, collection_name, vectors_to_search, check_task=CheckTasks.check_permission_deny)
# cleanup
self.drop_collection(client, collection_name)