def check_merge_compact_plan(compaction_plans, func_name, check_items):
"""
Verify that the merge type compaction plan
:param: compaction_plans: A compaction plan
:type: CompactionPlans
:param func_name: get_compaction_plans API name
:type func_name: str
:param check_items: which items you wish to check
segment_num represent how many segments are expected to be merged, default is 2
:type: dict
"""
to_check_func = 'get_compaction_plans'
if func_name != to_check_func:
log.warning("The function name is {} rather than {}".format(
func_name, to_check_func))
if not isinstance(compaction_plans, CompactionPlans):
raise Exception(
"The compaction_plans result to check isn't CompactionPlans type object"
)
segment_num = check_items.get("segment_num", 2)
assert len(compaction_plans.plans) == 1
assert len(compaction_plans.plans[0].sources) == segment_num
assert compaction_plans.plans[0].target not in compaction_plans.plans[
0].sources
def check_query_results(query_res, func_name, check_items):
"""
According to the check_items to check actual query result, which return from func_name.
:param: query_res: A list that contains all results
:type: list
:param func_name: Query API name
:type func_name: str
:param check_items: The items expected to be checked, including exp_res, with_vec
The type of exp_res value is as same as query_res
The type of with_vec value is bool, True value means check vector field, False otherwise
:type check_items: dict
"""
if func_name != 'query':
log.warning("The function name is {} rather than {}".format(
func_name, "query"))
if not isinstance(query_res, list):
raise Exception("The query result to check isn't list type object")
if len(check_items) == 0:
raise Exception("No expect values found in the check task")
exp_res = check_items.get("exp_res", None)
with_vec = check_items.get("with_vec", False)
if exp_res and isinstance(query_res, list):
assert pc.equal_entities_list(exp=exp_res,
actual=query_res,
with_vec=with_vec)
def check_collection_property(res, func_name, check_items):
exp_func_name = "init_collection"
exp_func_name_2 = "construct_from_dataframe"
if func_name != exp_func_name and func_name != exp_func_name_2:
log.warning("The function name is {} rather than {}".format(func_name, exp_func_name))
if isinstance(res, Collection):
collection = res
elif isinstance(res, tuple):
collection = res[0]
log.debug(collection.schema)
else:
raise Exception("The result to check isn't collection type object")
if len(check_items) == 0:
raise Exception("No expect values found in the check task")
if check_items.get("name", None):
assert collection.name == check_items.get("name")
if check_items.get("schema", None):
assert collection.schema == check_items.get("schema")
if check_items.get("num_entities", None):
if check_items.get("num_entities") == 0:
assert collection.is_empty
assert collection.num_entities == check_items.get("num_entities")
if check_items.get("primary", None):
assert collection.primary_field.name == check_items.get("primary")
return True
def check_delete_compact_plan(compaction_plans, func_name, check_items):
"""
Verify that the delete type compaction plan
:param: compaction_plans: A compaction plan
:type: CompactionPlans
:param func_name: get_compaction_plans API name
:type func_name: str
:param check_items: which items you wish to check
plans_num represent the delete compact plans number
:type: dict
"""
to_check_func = 'get_compaction_plans'
if func_name != to_check_func:
log.warning("The function name is {} rather than {}".format(
func_name, to_check_func))
if not isinstance(compaction_plans, CompactionPlans):
raise Exception(
"The compaction_plans result to check isn't CompactionPlans type object"
)
plans_num = check_items.get("plans_num", 1)
assert len(compaction_plans.plans) == plans_num
for plan in compaction_plans.plans:
assert len(plan.sources) == 1
assert plan.sources[0] != plan.target
def check_query_results(query_res, func_name, check_items):
if func_name != 'query':
log.warning("The function name is {} rather than {}".format(func_name, "query"))
if not isinstance(query_res, list):
raise Exception("The query result to check isn't list type object")
if len(check_items) == 0:
raise Exception("No expect values found in the check task")
exp_res = check_items.get("exp_res", None)
with_vec = check_items.get("with_vec", False)
if exp_res and isinstance(query_res, list):
assert pc.equal_entities_list(exp=exp_res, actual=query_res, with_vec=with_vec)
def get_milvus_chart_env_var(var=constants.MILVUS_CHART_ENV):
""" get log path for testing """
try:
milvus_helm_chart = os.environ[var]
return str(milvus_helm_chart)
except Exception as e:
milvus_helm_chart = constants.MILVUS_CHART_PATH
log.warning(
f"Failed to get environment variables: {var}, use default: {constants.MILVUS_CHART_PATH}, {str(e)}")
if not os.path.exists(milvus_helm_chart):
raise Exception(f'milvus_helm_chart: {milvus_helm_chart} not exist')
return milvus_helm_chart
def req_collection_property_check(collection, func_name, params):
'''
:param collection
:return:
'''
exp_func_name = "collection_init"
if func_name != exp_func_name:
log.warning("The function name is {} rather than {}".format(
func_name, exp_func_name))
if not isinstance(collection, Collection):
raise Exception("The result to check isn't collection type object")
assert collection.name == params["name"]
assert collection.description == params["schema"].description
assert collection.schema == params["schema"]
def check_query_empty(query_res, func_name):
"""
Verify that the query result is empty
:param: query_res: A list that contains all results
:type: list
:param func_name: Query API name
:type func_name: str
"""
if func_name != 'query':
log.warning("The function name is {} rather than {}".format(func_name, "query"))
if not isinstance(query_res, list):
raise Exception("The query result to check isn't list type object")
assert len(query_res) == 0, "Query result is not empty"
def check_distance(distance_res, func_name, check_items):
if func_name != 'calc_distance':
log.warning("The function name is {} rather than {}".format(func_name, "calc_distance"))
if not isinstance(distance_res, list):
raise Exception("The distance result to check isn't list type object")
if len(check_items) == 0:
raise Exception("No expect values found in the check task")
vectors_l = check_items["vectors_l"]
vectors_r = check_items["vectors_r"]
metric = check_items.get("metric", "L2")
sqrt = check_items.get("sqrt", False)
cf.compare_distance_2d_vector(vectors_l, vectors_r,
distance_res,
metric, sqrt)
return True
def check_search_results(search_res, func_name, check_items):
"""
target: check the search results
method: 1. check the query number
2. check the limit(topK) and ids
3. check the distance
expected: check the search is ok
"""
log.info("search_results_check: checking the searching results")
if func_name != 'search':
log.warning("The function name is {} rather than {}".format(
func_name, "search"))
if len(check_items) == 0:
raise Exception("No expect values found in the check task")
if check_items.get("_async", None):
if check_items["_async"]:
search_res.done()
search_res = search_res.result()
if len(search_res) != check_items["nq"]:
log.error("search_results_check: Numbers of query searched (%d) "
"is not equal with expected (%d)" %
(len(search_res), check_items["nq"]))
assert len(search_res) == check_items["nq"]
else:
log.info(
"search_results_check: Numbers of query searched is correct")
for hits in search_res:
if (len(hits) != check_items["limit"]) \
or (len(hits.ids) != check_items["limit"]):
log.error("search_results_check: limit(topK) searched (%d) "
"is not equal with expected (%d)" %
(len(hits), check_items["limit"]))
assert len(hits) == check_items["limit"]
assert len(hits.ids) == check_items["limit"]
else:
if check_items.get("ids", None) is not None:
ids_match = pc.list_contain_check(list(hits.ids),
list(check_items["ids"]))
if not ids_match:
log.error(
"search_results_check: ids searched not match")
assert ids_match
else:
pass # just check nq and topk, not specific ids need check
log.info("search_results_check: limit (topK) and "
"ids searched for %d queries are correct" % len(search_res))
return True
def check_partition_property(partition, func_name, check_items):
exp_func_name = "init_partition"
if func_name != exp_func_name:
log.warning("The function name is {} rather than {}".format(func_name, exp_func_name))
if not isinstance(partition, Partition):
raise Exception("The result to check isn't partition type object")
if len(check_items) == 0:
raise Exception("No expect values found in the check task")
if check_items.get("name", None):
assert partition.name == check_items["name"]
if check_items.get("description", None):
assert partition.description == check_items["description"]
if check_items.get("is_empty", None):
assert partition.is_empty == check_items["is_empty"]
if check_items.get("num_entities", None):
assert partition.num_entities == check_items["num_entities"]
return True
def check_collection_property(res, func_name, check_items):
"""
According to the check_items to check collection properties of res, which return from func_name
:param res: actual response of init collection
:type res: Collection
:param func_name: init collection API
:type func_name: str
:param check_items: which items expected to be checked, including name, schema, num_entities, primary
:type check_items: dict, {check_key: expected_value}
"""
exp_func_name = "init_collection"
exp_func_name_2 = "construct_from_dataframe"
if func_name != exp_func_name and func_name != exp_func_name_2:
log.warning("The function name is {} rather than {}".format(
func_name, exp_func_name))
if isinstance(res, Collection):
collection = res
elif isinstance(res, tuple):
collection = res[0]
log.debug(collection.schema)
else:
raise Exception("The result to check isn't collection type object")
if len(check_items) == 0:
raise Exception("No expect values found in the check task")
if check_items.get("name", None):
assert collection.name == check_items.get("name")
if check_items.get("schema", None):
assert collection.schema == check_items.get("schema")
if check_items.get("num_entities", None):
if check_items.get("num_entities") == 0:
assert collection.is_empty
assert collection.num_entities == check_items.get("num_entities")
if check_items.get("primary", None):
assert collection.primary_field.name == check_items.get("primary")
if check_items.get("shards_num", None):
assert collection._shards_num == check_items.get("shards_num")
return True
def check_collection_property(collection, func_name, check_items):
exp_func_name = "init_collection"
if func_name != exp_func_name:
log.warning("The function name is {} rather than {}".format(
func_name, exp_func_name))
if not isinstance(collection, Collection):
raise Exception("The result to check isn't collection type object")
if len(check_items) == 0:
raise Exception("No expect values found in the check task")
name = check_items.get("name", None)
schema = check_items.get("schema", None)
num_entities = check_items.get("num_entities", 0)
primary = check_items.get("primary", None)
if name:
assert collection.name == name
if schema:
assert collection.schema == schema
if num_entities == 0:
assert collection.is_empty
assert collection.num_entities == num_entities
assert collection.primary_field == primary
return True