milvus/tests/python_client/base/utility_wrapper.py
yanliang567 84baa93cb1
Add tests for bulk load (#16780)
Signed-off-by: yanliang567 <yanliang.qiao@zilliz.com>
2022-05-06 09:51:51 +08:00

218 lines
12 KiB
Python

from datetime import datetime
import time
from pymilvus import utility
import sys
sys.path.append("..")
from check.func_check import ResponseChecker
from utils.api_request import api_request
TIMEOUT = 20
class ApiUtilityWrapper:
""" Method of encapsulating utility files """
ut = utility
def bulk_load(self, collection_name, partition_name="",
channels="", row_based=True, files="", timeout=None,
using="default", check_task=None, check_items=None, **kwargs):
func_name = sys._getframe().f_code.co_name
res, is_succ = api_request([self.ut.bulk_load, collection_name, partition_name,
channels, row_based,files, timeout,
using], **kwargs)
check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
collection_name=collection_name, using=using).run()
return res, check_result
def get_bulk_load_state(self, task_id, timeout=None, using="default", check_task=None, check_items=None, **kwargs):
func_name = sys._getframe().f_code.co_name
res, is_succ = api_request([self.ut.get_bulk_load_state, task_id, timeout, using], **kwargs)
check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
task_id=task_id, using=using).run()
return res, check_result
def wait_for_bulk_load_tasks_completed(self, task_ids, timeout=None, using="default", **kwargs):
start = time.time()
successes = {}
fails = {}
if timeout is not None:
task_timeout = timeout / len(task_ids)
else:
task_timeout = TIMEOUT
while True and (len(successes) + len(fails)) < len(task_ids):
in_progress = {}
time.sleep(0.5)
for task_id in task_ids:
if successes.get(task_id, None) is not None or fails.get(task_id, None) is not None:
continue
else:
state, _ = self.get_bulk_load_state(task_id, task_timeout, using, **kwargs)
if state.state_name == "BulkLoadPersisted": # "BulkLoadCompleted"
successes[task_id] = state
elif state.state_name == "BulkLoadFailed":
fails[task_id] = state
else:
in_progress[task_id] = state
end = time.time()
if timeout is not None:
if end - start > timeout:
in_progress.update(fails)
in_progress.update(successes)
return False, in_progress
if len(fails) == 0:
return True, successes
else:
fails.update(successes)
return False, fails
def get_query_segment_info(self, collection_name, timeout=None, using="default", check_task=None, check_items=None):
timeout = TIMEOUT if timeout is None else timeout
func_name = sys._getframe().f_code.co_name
res, is_succ = api_request([self.ut.get_query_segment_info, collection_name, timeout, using])
check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
collection_name=collection_name, timeout=timeout, using=using).run()
return res, check_result
def loading_progress(self, collection_name, partition_names=None,
using="default", check_task=None, check_items=None):
func_name = sys._getframe().f_code.co_name
res, is_succ = api_request([self.ut.loading_progress, collection_name, partition_names, using])
check_result = ResponseChecker(res, func_name, check_task,
check_items, is_succ, collection_name=collection_name,
partition_names=partition_names, using=using).run()
return res, check_result
def wait_for_loading_complete(self, collection_name, partition_names=None, timeout=None, using="default",
check_task=None, check_items=None):
timeout = TIMEOUT if timeout is None else timeout
func_name = sys._getframe().f_code.co_name
res, is_succ = api_request([self.ut.wait_for_loading_complete, collection_name,
partition_names, timeout, using])
check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
collection_name=collection_name, partition_names=partition_names,
timeout=timeout, using=using).run()
return res, check_result
def index_building_progress(self, collection_name, index_name="", using="default",
check_task=None, check_items=None):
func_name = sys._getframe().f_code.co_name
res, is_succ = api_request([self.ut.index_building_progress, collection_name, index_name, using])
check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
collection_name=collection_name, index_name=index_name,
using=using).run()
return res, check_result
def wait_for_index_building_complete(self, collection_name, index_name="", timeout=None, using="default",
check_task=None, check_items=None):
timeout = TIMEOUT if timeout is None else timeout
func_name = sys._getframe().f_code.co_name
res, is_succ = api_request([self.ut.wait_for_index_building_complete, collection_name,
index_name, timeout, using])
check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
collection_name=collection_name, index_name=index_name,
timeout=timeout, using=using).run()
return res, check_result
def has_collection(self, collection_name, using="default", check_task=None, check_items=None):
func_name = sys._getframe().f_code.co_name
res, is_succ = api_request([self.ut.has_collection, collection_name, using])
check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
collection_name=collection_name, using=using).run()
return res, check_result
def has_partition(self, collection_name, partition_name, using="default",
check_task=None, check_items=None):
func_name = sys._getframe().f_code.co_name
res, is_succ = api_request([self.ut.has_partition, collection_name, partition_name, using])
check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
collection_name=collection_name,
partition_name=partition_name, using=using).run()
return res, check_result
def drop_collection(self, collection_name, timeout=None, using="default", check_task=None, check_items=None):
func_name = sys._getframe().f_code.co_name
res, is_succ = api_request([self.ut.drop_collection, collection_name, timeout, using])
check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
collection_name=collection_name,
timeout=timeout, using=using).run()
return res, check_result
def list_collections(self, timeout=None, using="default", check_task=None, check_items=None):
timeout = TIMEOUT if timeout is None else timeout
func_name = sys._getframe().f_code.co_name
res, is_succ = api_request([self.ut.list_collections, timeout, using])
check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
timeout=timeout, using=using).run()
return res, check_result
def calc_distance(self, vectors_left, vectors_right, params=None, timeout=None,
using="default", check_task=None, check_items=None):
timeout = TIMEOUT if timeout is None else timeout
func_name = sys._getframe().f_code.co_name
res, is_succ = api_request([self.ut.calc_distance, vectors_left, vectors_right,
params, timeout, using])
check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
timeout=timeout, using=using).run()
return res, check_result
def load_balance(self, collection_name, src_node_id, dst_node_ids, sealed_segment_ids, timeout=None,
using="default", check_task=None, check_items=None):
timeout = TIMEOUT if timeout is None else timeout
func_name = sys._getframe().f_code.co_name
res, is_succ = api_request([self.ut.load_balance, collection_name, src_node_id, dst_node_ids,
sealed_segment_ids, timeout, using])
check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
timeout=timeout, using=using).run()
return res, check_result
def create_alias(self, collection_name, alias, timeout=None, using="default", check_task=None, check_items=None):
timeout = TIMEOUT if timeout is None else timeout
func_name = sys._getframe().f_code.co_name
res, is_succ = api_request([self.ut.create_alias, collection_name, alias, timeout, using])
check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
timeout=timeout, using=using).run()
return res, check_result
def drop_alias(self, alias, timeout=None, using="default", check_task=None, check_items=None):
timeout = TIMEOUT if timeout is None else timeout
func_name = sys._getframe().f_code.co_name
res, is_succ = api_request([self.ut.drop_alias, alias, timeout, using])
check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
timeout=timeout, using=using).run()
return res, check_result
def alter_alias(self, collection_name, alias, timeout=None, using="default", check_task=None, check_items=None):
timeout = TIMEOUT if timeout is None else timeout
func_name = sys._getframe().f_code.co_name
res, is_succ = api_request([self.ut.alter_alias, collection_name, alias, timeout, using])
check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
timeout=timeout, using=using).run()
return res, check_result
def list_aliases(self, collection_name, timeout=None, using="default", check_task=None, check_items=None):
timeout = TIMEOUT if timeout is None else timeout
func_name = sys._getframe().f_code.co_name
res, is_succ = api_request([self.ut.list_aliases, collection_name, timeout, using])
check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ,
timeout=timeout, using=using).run()
return res, check_result
def mkts_from_datetime(self, d_time=None, milliseconds=0., delta=None):
d_time = datetime.now() if d_time is None else d_time
res, _ = api_request([self.ut.mkts_from_datetime, d_time, milliseconds, delta])
return res
def mkts_from_hybridts(self, hybridts, milliseconds=0., delta=None):
res, _ = api_request([self.ut.mkts_from_hybridts, hybridts, milliseconds, delta])
return res