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115 lines
4.1 KiB
Python
115 lines
4.1 KiB
Python
from pymilvus import connections
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import sys
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sys.path.append("..")
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sys.path.append("../..")
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from common.milvus_sys import MilvusSys
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from utils import *
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def task_1(data_size, host):
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"""
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task_1:
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before upgrade: create collection and insert data with flush, create index, load and search
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after upgrade: get collection, load, search, insert data with flush, release, create index, load, and search
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"""
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prefix = "task_1_"
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connections.connect(host=host, port=19530, timeout=60)
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col_list = get_collections(prefix, check=True)
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assert len(col_list) > 0
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create_index(prefix)
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load_and_search(prefix)
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create_collections_and_insert_data(prefix, count=data_size)
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release_collection(prefix)
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create_index(prefix)
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load_and_search(prefix)
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def task_2(data_size, host):
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"""
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task_2:
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before upgrade: create collection, insert data and create index, load and search
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after upgrade: get collection, load, search, insert data, release, create index, load, and search
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"""
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prefix = "task_2_"
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connections.connect(host=host, port=19530, timeout=60)
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col_list = get_collections(prefix, check=True)
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assert len(col_list) > 0
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load_and_search(prefix)
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create_collections_and_insert_data(prefix, count=data_size)
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release_collection(prefix)
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create_index(prefix)
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load_and_search(prefix)
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def task_3(data_size, host):
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"""
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task_3:
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before upgrade: create collection, insert data, flush, create index, load with one replicas and search
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after upgrade: get collection, load, search, insert data, release, create index, load with multi replicas, and search
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"""
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prefix = "task_3_"
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connections.connect(host=host, port=19530, timeout=60)
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col_list = get_collections(prefix, check=True)
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assert len(col_list) > 0
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load_and_search(prefix)
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create_collections_and_insert_data(prefix, count=data_size)
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release_collection(prefix)
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create_index(prefix)
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load_and_search(prefix, replicas=NUM_REPLICAS)
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def task_4(data_size, host):
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"""
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task_4:
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before upgrade: create collection, insert data, flush, and create index
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after upgrade: get collection, load with multi replicas, search, insert data, load with multi replicas and search
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"""
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prefix = "task_4_"
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connections.connect(host=host, port=19530, timeout=60)
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col_list = get_collections(prefix, check=True)
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assert len(col_list) > 0
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load_and_search(prefix, replicas=NUM_REPLICAS)
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create_collections_and_insert_data(prefix, flush=False, count=data_size)
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load_and_search(prefix, replicas=NUM_REPLICAS)
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def task_5(data_size, host):
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"""
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task_5_:
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before upgrade: create collection and insert data without flush
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after upgrade: get collection, create index, load with multi replicas, search, insert data with flush, load with multi replicas and search
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"""
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prefix = "task_5_"
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connections.connect(host=host, port=19530, timeout=60)
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col_list = get_collections(prefix, check=True)
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assert len(col_list) > 0
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create_index(prefix)
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load_and_search(prefix, replicas=NUM_REPLICAS)
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create_collections_and_insert_data(prefix, flush=True, count=data_size)
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load_and_search(prefix, replicas=NUM_REPLICAS)
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if __name__ == '__main__':
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import argparse
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import threading
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parser = argparse.ArgumentParser(description='config for deploy test')
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parser.add_argument('--host', type=str, default="127.0.0.1", help='milvus server ip')
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parser.add_argument('--data_size', type=int, default=3000, help='data size')
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args = parser.parse_args()
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data_size = args.data_size
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host = args.host
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logger.info(f"data size: {data_size}")
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connections.connect(host=host, port=19530, timeout=60)
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ms = MilvusSys()
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# create index for flat
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logger.info("create index for flat start")
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create_index_flat()
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logger.info("create index for flat done")
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task_1(data_size, host)
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task_2(data_size, host)
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if len(ms.query_nodes) >= NUM_REPLICAS:
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task_3(data_size, host)
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task_4(data_size, host)
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task_5(data_size, host)
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