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117 lines
4.3 KiB
Python
117 lines
4.3 KiB
Python
from time import sleep
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from pymilvus import connections, list_collections, utility
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from chaos.checker import (CreateChecker, InsertFlushChecker,
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SearchChecker, QueryChecker, IndexChecker, Op)
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from common.milvus_sys import MilvusSys
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from utils.util_log import test_log as log
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from chaos import chaos_commons as cc
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from chaos.chaos_commons import assert_statistic
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from common.common_type import CaseLabel
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from common import common_func as cf
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from chaos import constants
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from customize.milvus_operator import MilvusOperator
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from delayed_assert import assert_expectations
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namespace = "chaos-testing"
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def install_milvus(release_name):
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cus_configs = {'spec.components.image': 'milvusdb/milvus:master-20211206-b20a238',
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'metadata.namespace': namespace,
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'metadata.name': release_name,
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'spec.components.proxy.serviceType': 'LoadBalancer'
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}
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milvus_op = MilvusOperator()
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log.info(f"install milvus with configs: {cus_configs}")
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milvus_op.install(cus_configs)
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healthy = milvus_op.wait_for_healthy(release_name, namespace, timeout=1200)
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log.info(f"milvus healthy: {healthy}")
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if healthy:
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endpoint = milvus_op.endpoint(release_name, namespace).split(':')
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log.info(f"milvus endpoint: {endpoint}")
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host = endpoint[0]
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port = endpoint[1]
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return release_name, host, port
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else:
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return release_name, None, None
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def scale_up_milvus(release_name):
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cus_configs = {
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'spec.components.queryNode.replicas': 2
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}
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milvus_op = MilvusOperator()
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log.info(f"scale up milvus with configs: {cus_configs}")
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milvus_op.upgrade(release_name, cus_configs, namespace=namespace)
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healthy = milvus_op.wait_for_healthy(release_name, namespace, timeout=1200)
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log.info(f"milvus healthy: {healthy}")
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if healthy:
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endpoint = milvus_op.endpoint(release_name, namespace).split(':')
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log.info(f"milvus endpoint: {endpoint}")
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host = endpoint[0]
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port = endpoint[1]
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return release_name, host, port
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else:
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return release_name, None, None
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class TestAutoLoadBalance(object):
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def teardown_method(self):
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milvus_op = MilvusOperator()
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milvus_op.uninstall(self.release_name, namespace)
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def test_auto_load_balance(self):
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"""
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"""
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log.info(f"start to install milvus")
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release_name, host, port = install_milvus("test-auto-load-balance") # todo add release name
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self.release_name = release_name
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assert host is not None
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conn = connections.connect("default", host=host, port=port)
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assert conn is not None
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self.health_checkers = {
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Op.create: CreateChecker(),
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Op.insert: InsertFlushChecker(),
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Op.flush: InsertFlushChecker(flush=True),
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Op.index: IndexChecker(),
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Op.search: SearchChecker(),
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Op.query: QueryChecker()
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}
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cc.start_monitor_threads(self.health_checkers)
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# wait
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sleep(constants.WAIT_PER_OP * 10)
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all_collections = list_collections()
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for c in all_collections:
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seg_info = utility.get_query_segment_info(c)
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seg_distribution = cf.get_segment_distribution(seg_info)
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for k in seg_distribution.keys():
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log.info(f"collection {c}'s segment distribution in node {k} is {seg_distribution[k]['sealed']}")
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# first assert
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log.info("first assert")
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assert_statistic(self.health_checkers)
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# scale up
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log.info("scale up milvus")
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scale_up_milvus(self.release_name)
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# reset counting
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cc.reset_counting(self.health_checkers)
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sleep(constants.WAIT_PER_OP * 10)
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all_collections = list_collections()
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for c in all_collections:
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seg_info = utility.get_query_segment_info(c)
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seg_distribution = cf.get_segment_distribution(seg_info)
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for k in seg_distribution.keys():
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log.info(f"collection {c}'s sealed segment distribution in node {k} is {seg_distribution[k]['sealed']}")
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# second assert
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log.info("second assert")
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assert_statistic(self.health_checkers)
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# TODO assert segment distribution
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# assert all expectations
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assert_expectations()
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