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cad8bf6c8d
add restful client test in ci --------- Signed-off-by: zhuwenxing <wenxing.zhu@zilliz.com>
122 lines
4.0 KiB
Python
122 lines
4.0 KiB
Python
import json
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import sys
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import pytest
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import time
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from pymilvus import connections, db
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from utils.util_log import test_log as logger
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from api.milvus import VectorClient, CollectionClient
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from utils.utils import get_data_by_payload
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def get_config():
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pass
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class Base:
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name = None
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protocol = None
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host = None
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port = None
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url = None
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api_key = None
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username = None
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password = None
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invalid_api_key = None
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vector_client = None
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collection_client = None
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class TestBase(Base):
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def teardown_method(self):
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self.collection_client.api_key = self.api_key
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all_collections = self.collection_client.collection_list()['data']
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if self.name in all_collections:
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logger.info(f"collection {self.name} exist, drop it")
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payload = {
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"collectionName": self.name,
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}
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try:
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rsp = self.collection_client.collection_drop(payload)
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except Exception as e:
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logger.error(e)
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@pytest.fixture(scope="function", autouse=True)
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def init_client(self, endpoint, token):
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self.url = f"{endpoint}/v1"
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self.api_key = f"{token}"
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self.invalid_api_key = "invalid_token"
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self.vector_client = VectorClient(self.url, self.api_key)
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self.collection_client = CollectionClient(self.url, self.api_key)
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if token is None:
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self.vector_client.api_key = None
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self.collection_client.api_key = None
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connections.connect(uri=endpoint, token=token)
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def init_collection(self, collection_name, pk_field="id", metric_type="L2", dim=128, nb=100, batch_size=1000):
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# create collection
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schema_payload = {
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"collectionName": collection_name,
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"dimension": dim,
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"metricType": metric_type,
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"description": "test collection",
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"primaryField": pk_field,
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"vectorField": "vector",
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}
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rsp = self.collection_client.collection_create(schema_payload)
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assert rsp['code'] == 200
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self.wait_collection_load_completed(collection_name)
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batch_size = batch_size
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batch = nb // batch_size
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remainder = nb % batch_size
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data = []
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for i in range(batch):
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nb = batch_size
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data = get_data_by_payload(schema_payload, nb)
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payload = {
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"collectionName": collection_name,
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"data": data
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}
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body_size = sys.getsizeof(json.dumps(payload))
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logger.debug(f"body size: {body_size / 1024 / 1024} MB")
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rsp = self.vector_client.vector_insert(payload)
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assert rsp['code'] == 200
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# insert remainder data
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if remainder:
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nb = remainder
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data = get_data_by_payload(schema_payload, nb)
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payload = {
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"collectionName": collection_name,
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"data": data
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}
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rsp = self.vector_client.vector_insert(payload)
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assert rsp['code'] == 200
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return schema_payload, data
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def wait_collection_load_completed(self, name):
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t0 = time.time()
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timeout = 60
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while True and time.time() - t0 < timeout:
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rsp = self.collection_client.collection_describe(name)
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if "data" in rsp and "load" in rsp["data"] and rsp["data"]["load"] == "LoadStateLoaded":
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break
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else:
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time.sleep(5)
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def create_database(self, db_name="default"):
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all_db = db.list_database()
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logger.info(f"all database: {all_db}")
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if db_name not in all_db:
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logger.info(f"create database: {db_name}")
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try:
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db.create_database(db_name=db_name)
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except Exception as e:
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logger.error(e)
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def update_database(self, db_name="default"):
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self.create_database(db_name=db_name)
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self.collection_client.db_name = db_name
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self.vector_client.db_name = db_name
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