[Bug]: [Sparse_inverted] it should report error if trying to build sparse inverted index with dim_max_score_ratio=0.49

[yanliang567]

Is there an existing issue for this?

• I have searched the existing issues

Environment

- Milvus version: master-20250114-3e788f0f-amd64
- Deployment mode(standalone or cluster): standalone
- MQ type(rocksmq, pulsar or kafka):    
- SDK version(e.g. pymilvus v2.0.0rc2):2.6.0rc53

Current Behavior

it succeeded if building sparse inverted index with
params = {"index_type": index, "metric_type": "IP", "params": {"dim_max_score_ratio": 0.49}}
the valid dim_max_score_ratio is [0.5, 1.3], so it should fail

Expected Behavior

report error msg

Steps To Reproduce

Milvus Log

No response

Anything else?

No response

[sparknack]

ack

[yanliang567]

if flush before building index, the client hang and there pos errors in milvus logs:
[2025/01/16 08:34:45.540 +00:00] [WARN] [indexnode/task_scheduler.go:236] ["process task failed"] [error="failed to create index, C Runtime Exception: => failed to build index, invalid args at /workspace/source/internal/core/src/index/VectorMemIndex.cpp:272\n\n: segcore error[segcoreCode=2004]"] [errorVerbose="failed to create index, C Runtime Exception: => failed to build index, invalid args at /workspace/source/internal/core/src/index/VectorMemIndex.cpp:272: segcore error[segcoreCode=2004]\n(1) attached stack trace\n -- stack trace:\n | [github.com/milvus-io/milvus/pkg/util/merr.WrapErrSegcore\n](http://github.com/milvus-io/milvus/pkg/util/merr.WrapErrSegcore/n) | \t/workspace/source/pkg/util/merr/utils.go:1006\n | [github.com/milvus-io/milvus/internal/util/indexcgowrapper.HandleCStatus\n](http://github.com/milvus-io/milvus/internal/util/indexcgowrapper.HandleCStatus/n) | \t/workspace/source/internal/util/indexcgowrapper/helper.go:78\n | [github.com/milvus-io/milvus/internal/util/indexcgowrapper.CreateIndex\n](http://github.com/milvus-io/milvus/internal/util/indexcgowrapper.CreateIndex/n) | \t/workspace/source/internal/util/indexcgowrapper/index.go:114\n | [github.com/milvus-io/milvus/internal/indexnode.(*indexBuildTask).Execute\n](http://github.com/milvus-io/milvus/internal/indexnode.(*indexBuildTask).Execute/n) | \t/workspace/source/internal/indexnode/task_index.go:314\n | [github.com/milvus-io/milvus/internal/indexnode.(*TaskScheduler).processTask.func1\n](http://github.com/milvus-io/milvus/internal/indexnode.(*TaskScheduler).processTask.func1/n) | \t/workspace/source/internal/indexnode/task_scheduler.go:222\n | [github.com/milvus-io/milvus/internal/indexnode.(*TaskScheduler).processTask\n](http://github.com/milvus-io/milvus/internal/indexnode.(*TaskScheduler).processTask/n) | \t/workspace/source/internal/indexnode/task_scheduler.go:235\n | [github.com/milvus-io/milvus/internal/indexnode.(*TaskScheduler).indexBuildLoop.func1\n](http://github.com/milvus-io/milvus/internal/indexnode.(*TaskScheduler).indexBuildLoop.func1/n) | \t/workspace/source/internal/indexnode/task_scheduler.go:262\n | runtime.goexit\n | \t/go/pkg/mod/[golang.org/[email protected]/src/runtime/asm_amd64.s:1695\nWraps](http://golang.org/[email protected]/src/runtime/asm_amd64.s:1695/nWraps): (2) failed to create index, C Runtime Exception: => failed to build index, invalid args at /workspace/source/internal/core/src/index/VectorMemIndex.cpp:272\nWraps: (3) segcore error[segcoreCode=2004]\nError types: (1) *withstack.withStack (2) *errutil.withPrefix (3) merr.milvusError"]