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issue: https://github.com/milvus-io/milvus/issues/41690 This commit implements partial search result functionality when query nodes go down, improving system availability during node failures. The changes include: - Enhanced load balancing in proxy (lb_policy.go) to handle node failures with retry support - Added partial search result capability in querynode delegator and distribution logic - Implemented tests for various partial result scenarios when nodes go down - Added metrics to track partial search results in querynode_metrics.go - Updated parameter configuration to support partial result required data ratio - Replaced old partial_search_test.go with more comprehensive partial_result_on_node_down_test.go - Updated proto definitions and improved retry logic These changes improve query resilience by returning partial results to users when some query nodes are unavailable, ensuring that queries don't completely fail when a portion of data remains accessible. --------- Signed-off-by: Wei Liu <wei.liu@zilliz.com>
Integration test
This folder contains the integration test for Milvus components.
How to run integration test locally
Integration test still need some thirdparty components to start:
cd [milvus-folder]/deployments/docker/dev && docker compose up -d
Run following script to start the full integration test:
cd [milvus-folder]
make milvus # milvus needs to be compiled to make cpp build ready
./scripts/run_intergration_test.sh
If you want to run single test case, you could execute command like this example
# mq, etcd, minio ready before
cd [milvus-folder]
source scripts/setenv.sh
cd tests/integration/[testcase-folder]/
go test -run "$testCaseName^" -testify.m "$subTestifyCaseName^" -race -v
Recommended coding style for add new cases
Using suite
MiniClusterandMiniClusterSuite` provides lots of comment preset tool function to execute intergration test.
It is recommend to add a new test with testify/suite
import (
// ...
"github.com/milvus-io/milvus/tests/integration"
)
type NewSuite struct {
integration.MiniClusterSuite
}
// Setups and teardowns, optional if no custom logic needed
// example to suite setup & teardown, same logic applies to test setup&teardown
func (s *NewSuite) SetupSuite() {
s.MiniClusterSuite.SetupSuite()
// customized setup
}
func (s *NewSuite) TearDownSuite() {
s.MiniClusterSuite.TearDownSuite()
// customized teardown
}
New folder for each new scenario
It's a known issue that integration test cases run in same process might affect due to some singleton component not fully cleaned.
As a temp solution, test cases are separated into different packages to run independently.