milvus/tests/benchmark/mix_task.py

43 lines
1.1 KiB
Python

import random
from locust import User, task, between
from locust_task import MilvusTask
from client import MilvusClient
connection_type = "single"
host = "192.168.1.29"
port = 19530
collection_name = "sift_128_euclidean"
dim = 128
m = MilvusClient(host=host, port=port, collection_name=collection_name)
class MixTask(User):
wait_time = between(0.001, 0.002)
print("in query task")
if connection_type == "single":
client = MilvusTask(m=m)
else:
client = MilvusTask(host=host, port=port, collection_name=collection_name)
@task(30)
def query(self):
top_k = 10
X = [[random.random() for i in range(dim)] for i in range(1)]
search_param = {"nprobe": 16}
self.client.query(X, top_k, search_param)
@task(10)
def insert(self):
id = random.randint(10000000, 10000000000)
X = [[random.random() for i in range(dim)] for i in range(1)]
self.client.insert(X, ids=[id])
@task(1)
def flush(self):
self.client.flush()
# @task(5)
# def delete(self):
# self.client.delete([random.randint(1, 1000000)])