milvus/tests/benchmark/locust_get_entity_task.py

37 lines
1.1 KiB
Python

import logging
import random
from locust import User, task, between
from locust_task import MilvusTask
from client import MilvusClient
from milvus import DataType
connection_type = "single"
host = "192.168.1.6"
port = 19530
collection_name = "sift_10m_100000_128_l2"
dim = 128
m = MilvusClient(host=host, port=port, collection_name=collection_name)
# m.clean_db()
# m.create_collection(dim, data_type=DataType.FLOAT_VECTOR, auto_id=True, other_fields=None)
nb = 6000
# vectors = [[random.random() for _ in range(dim)] for _ in range(nb)]
# entities = m.generate_entities(vectors)
ids = [i for i in range(nb)]
class GetEntityTask(User):
wait_time = between(0.001, 0.002)
if connection_type == "single":
client = MilvusTask(m=m)
else:
client = MilvusTask(host=host, port=port, collection_name=collection_name)
# def insert(self):
# self.client.insert(entities)
@task(1)
def get_entity_by_id(self):
# num = random.randint(100, 200)
# get_ids = random.sample(ids, num)
self.client.get_entities([0])
# logging.getLogger().info(len(get_res))