mirror of https://github.com/milvus-io/milvus.git
[skip ci]Add scripts for local chaos test (#10479)
Signed-off-by: zhuwenxing <wenxing.zhu@zilliz.com>pull/10482/head
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set -e
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set -x
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echo "check os env"
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platform='unknown'
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unamestr=$(uname)
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if [[ "$unamestr" == 'Linux' ]]; then
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platform='Linux'
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elif [[ "$unamestr" == 'Darwin' ]]; then
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platform='Mac'
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fi
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echo "platform: $platform"
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pod="pulsar"
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chaos_type="pod_kill"
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release="milvus-chaos"
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ns="chaos-testing"
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pushd ./scripts
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echo "uninstall milvus if exist"
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bash uninstall_milvus.sh || true
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echo "install milvus"
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bash install_milvus.sh
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popd
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if [ "$platform" == "Mac" ];
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then
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sed -i "" "s/TESTS_CONFIG_LOCATION =.*/TESTS_CONFIG_LOCATION = \'chaos_objects\/${chaos_type}\/'/g" constants.py
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sed -i "" "s/ALL_CHAOS_YAMLS =.*/ALL_CHAOS_YAMLS = \'chaos_${pod}_podkill.yaml\'/g" constants.py
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else
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sed -i "s/TESTS_CONFIG_LOCATION =.*/TESTS_CONFIG_LOCATION = \'chaos_objects\/${chaos_type}\/'/g" constants.py
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sed -i "s/ALL_CHAOS_YAMLS =.*/ALL_CHAOS_YAMLS = \'chaos_${pod}_podkill.yaml\'/g" constants.py
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fi
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echo "start running testcase ${pod}"
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host=$(kubectl get svc/milvus-chaos -o jsonpath="{.spec.clusterIP}")
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python scripts/hello_milvus.py --host "$host"
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pytest -s -v test_chaos.py --host "$host" || echo "chaos test fail"
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sleep 30s
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echo "start running e2e test"
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python scripts/hello_milvus.py --host "$host" || echo "e2e test fail"
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@ -0,0 +1,95 @@
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# Copyright (C) 2019-2020 Zilliz. All rights reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance
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# with the License. You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software distributed under the License
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# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express
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# or implied. See the License for the specific language governing permissions and limitations under the License.
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import random
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from pymilvus import (
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connections, list_collections,
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FieldSchema, CollectionSchema, DataType,
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Collection
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)
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def hello_milvus(host="127.0.0.1"):
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# create connection
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connections.connect(host=host, port="19530")
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print(f"\nList collections...")
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print(list_collections())
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# create collection
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dim = 128
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default_fields = [
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FieldSchema(name="count", dtype=DataType.INT64, is_primary=True),
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FieldSchema(name="random_value", dtype=DataType.DOUBLE),
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FieldSchema(name="float_vector", dtype=DataType.FLOAT_VECTOR, dim=dim)
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]
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default_schema = CollectionSchema(fields=default_fields, description="test collection")
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print(f"\nCreate collection...")
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collection = Collection(name="hello_milvus", schema=default_schema)
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print(f"\nList collections...")
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print(list_collections())
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# insert data
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nb = 3000
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vectors = [[random.random() for _ in range(dim)] for _ in range(nb)]
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collection.insert(
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[
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[i for i in range(nb)],
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[float(random.randrange(-20, -10)) for _ in range(nb)],
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vectors
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]
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)
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print(f"\nGet collection entities...")
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print(collection.num_entities)
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# create index and load table
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default_index = {"index_type": "IVF_FLAT", "params": {"nlist": 128}, "metric_type": "L2"}
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print(f"\nCreate index...")
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collection.create_index(field_name="float_vector", index_params=default_index)
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print(f"\nload collection...")
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collection.load()
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# load and search
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topK = 5
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search_params = {"metric_type": "L2", "params": {"nprobe": 10}}
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import time
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start_time = time.time()
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print(f"\nSearch...")
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# define output_fields of search result
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res = collection.search(
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vectors[-2:], "float_vector", search_params, topK,
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"count > 100", output_fields=["count", "random_value"]
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)
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end_time = time.time()
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# show result
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for hits in res:
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for hit in hits:
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# Get value of the random value field for search result
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print(hit, hit.entity.get("random_value"))
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print("search latency = %.4fs" % (end_time - start_time))
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# drop collection
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# collection.drop()
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import argparse
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parser = argparse.ArgumentParser(description='host ip')
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parser.add_argument('--host', type=str, default='127.0.0.1', help='host ip')
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args = parser.parse_args()
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hello_milvus(args.host)
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@ -0,0 +1,5 @@
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bash uninstall_milvus.sh || true
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helm install --wait --timeout 360s milvus-chaos milvus/milvus --set service.type=NodePort -f ../cluster-values.yaml -n=chaos-testing
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set -e
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helm uninstall milvus-chaos
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kubectl delete pvc -l release=milvus-chaos
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kubectl delete pvc -l app.kubernetes.io/instance=milvus-chaos
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