未验证 提交 d90aeafa 编写于 作者: D dragondriver 提交者: GitHub

Refine the log of CalcDistance (#12371)

Signed-off-by: Ndragondriver <jiquan.long@zilliz.com>
上级 6cd34278
......@@ -1889,6 +1889,12 @@ func (node *Proxy) AlterAlias(ctx context.Context, request *milvuspb.AlterAliasR
// CalcDistance calculates the distances between vectors.
func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDistanceRequest) (*milvuspb.CalcDistanceResults, error) {
if !node.checkHealthy() {
return &milvuspb.CalcDistanceResults{
Status: unhealthyStatus(),
}, nil
}
param, _ := funcutil.GetAttrByKeyFromRepeatedKV("metric", request.GetParams())
metric, err := distance.ValidateMetricType(param)
if err != nil {
......@@ -1900,6 +1906,10 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
}, nil
}
sp, ctx := trace.StartSpanFromContextWithOperationName(ctx, "Proxy-CalcDistance")
defer sp.Finish()
traceID, _, _ := trace.InfoFromSpan(sp)
query := func(ids *milvuspb.VectorIDs) (*milvuspb.QueryResults, error) {
outputFields := []string{ids.FieldName}
......@@ -1926,14 +1936,17 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
qc: node.queryCoord,
ids: ids.IdArray,
}
log.Debug("calcDistance enqueue",
zap.String("role", Params.RoleName),
zap.String("db", queryRequest.DbName),
zap.String("collection", queryRequest.CollectionName),
zap.Any("partitions", queryRequest.PartitionNames))
err := node.sched.dqQueue.Enqueue(qt)
if err != nil {
log.Debug("CalcDistance queryTask failed to enqueue",
zap.Error(err),
zap.String("traceID", traceID),
zap.String("role", Params.RoleName),
zap.String("db", queryRequest.DbName),
zap.String("collection", queryRequest.CollectionName),
zap.Any("partitions", queryRequest.PartitionNames))
return &milvuspb.QueryResults{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
......@@ -1941,7 +1954,9 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
},
}, err
}
log.Debug("calcDistance",
log.Debug("CalcDistance queryTask enqueued",
zap.String("traceID", traceID),
zap.String("role", Params.RoleName),
zap.Int64("msgID", qt.Base.MsgID),
zap.Uint64("timestamp", qt.Base.Timestamp),
......@@ -1949,9 +1964,12 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
zap.String("collection", queryRequest.CollectionName),
zap.Any("partitions", queryRequest.PartitionNames),
zap.Any("OutputFields", queryRequest.OutputFields))
defer func() {
log.Debug("calcDistance Done",
err = qt.WaitToFinish()
if err != nil {
log.Debug("CalcDistance queryTask failed to WaitToFinish",
zap.Error(err),
zap.String("traceID", traceID),
zap.String("role", Params.RoleName),
zap.Int64("msgID", qt.Base.MsgID),
zap.Uint64("timestamp", qt.Base.Timestamp),
......@@ -1959,10 +1977,7 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
zap.String("collection", queryRequest.CollectionName),
zap.Any("partitions", queryRequest.PartitionNames),
zap.Any("OutputFields", queryRequest.OutputFields))
}()
err = qt.WaitToFinish()
if err != nil {
return &milvuspb.QueryResults{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
......@@ -1970,8 +1985,9 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
},
}, err
}
log.Debug("calcDistance Finished",
zap.Error(err),
log.Debug("CalcDistance queryTask Done",
zap.String("traceID", traceID),
zap.String("role", Params.RoleName),
zap.Int64("msgID", qt.Base.MsgID),
zap.Uint64("timestamp", qt.Base.Timestamp),
......@@ -2060,13 +2076,25 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
return nil, errors.New("failed to fetch vectors")
}
log.Debug("grpc calcDistance begin")
log.Debug("CalcDistance received",
zap.String("traceID", traceID),
zap.String("role", Params.RoleName),
zap.String("metric", metric))
vectorsLeft := request.GetOpLeft().GetDataArray()
opLeft := request.GetOpLeft().GetIdArray()
if opLeft != nil {
log.Debug("OpLeft IdArray not empty, Get vectors by id",
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
result, err := query(opLeft)
if err != nil {
log.Debug("Failed to get left vectors by id",
zap.Error(err),
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
return &milvuspb.CalcDistanceResults{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
......@@ -2075,8 +2103,17 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
}, nil
}
log.Debug("OpLeft IdArray not empty, Get vectors by id done",
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
vectorsLeft, err = arrangeFunc(opLeft, result.FieldsData)
if err != nil {
log.Debug("Failed to re-arrange left vectors",
zap.Error(err),
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
return &milvuspb.CalcDistanceResults{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
......@@ -2084,13 +2121,22 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
},
}, nil
}
log.Debug("Re-arrange left vectors done",
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
}
if vectorsLeft == nil {
msg := "Left vectors array is empty"
log.Debug(msg,
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
return &milvuspb.CalcDistanceResults{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
Reason: "Left vectors array is empty",
Reason: msg,
},
}, nil
}
......@@ -2098,8 +2144,17 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
vectorsRight := request.GetOpRight().GetDataArray()
opRight := request.GetOpRight().GetIdArray()
if opRight != nil {
log.Debug("OpRight IdArray not empty, Get vectors by id",
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
result, err := query(opRight)
if err != nil {
log.Debug("Failed to get right vectors by id",
zap.Error(err),
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
return &milvuspb.CalcDistanceResults{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
......@@ -2108,8 +2163,17 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
}, nil
}
log.Debug("OpRight IdArray not empty, Get vectors by id done",
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
vectorsRight, err = arrangeFunc(opRight, result.FieldsData)
if err != nil {
log.Debug("Failed to re-arrange right vectors",
zap.Error(err),
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
return &milvuspb.CalcDistanceResults{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
......@@ -2117,22 +2181,36 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
},
}, nil
}
log.Debug("Re-arrange right vectors done",
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
}
if vectorsRight == nil {
msg := "Right vectors array is empty"
log.Debug(msg,
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
return &milvuspb.CalcDistanceResults{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
Reason: "Right vectors array is empty",
Reason: msg,
},
}, nil
}
if vectorsLeft.Dim != vectorsRight.Dim {
msg := "Vectors dimension is not equal"
log.Debug(msg,
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
return &milvuspb.CalcDistanceResults{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
Reason: "Vectors dimension is not equal",
Reason: msg,
},
}, nil
}
......@@ -2140,6 +2218,11 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
if vectorsLeft.GetFloatVector() != nil && vectorsRight.GetFloatVector() != nil {
distances, err := distance.CalcFloatDistance(vectorsLeft.Dim, vectorsLeft.GetFloatVector().Data, vectorsRight.GetFloatVector().Data, metric)
if err != nil {
log.Debug("Failed to CalcFloatDistance",
zap.Error(err),
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
return &milvuspb.CalcDistanceResults{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
......@@ -2148,6 +2231,11 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
}, nil
}
log.Debug("CalcFloatDistance done",
zap.Error(err),
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
return &milvuspb.CalcDistanceResults{
Status: &commonpb.Status{ErrorCode: commonpb.ErrorCode_Success, Reason: ""},
Array: &milvuspb.CalcDistanceResults_FloatDist{
......@@ -2161,6 +2249,11 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
if vectorsLeft.GetBinaryVector() != nil && vectorsRight.GetBinaryVector() != nil {
hamming, err := distance.CalcHammingDistance(vectorsLeft.Dim, vectorsLeft.GetBinaryVector(), vectorsRight.GetBinaryVector())
if err != nil {
log.Debug("Failed to CalcHammingDistance",
zap.Error(err),
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
return &milvuspb.CalcDistanceResults{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
......@@ -2170,6 +2263,10 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
}
if metric == distance.HAMMING {
log.Debug("CalcHammingDistance done",
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
return &milvuspb.CalcDistanceResults{
Status: &commonpb.Status{ErrorCode: commonpb.ErrorCode_Success, Reason: ""},
Array: &milvuspb.CalcDistanceResults_IntDist{
......@@ -2183,6 +2280,11 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
if metric == distance.TANIMOTO {
tanimoto, err := distance.CalcTanimotoCoefficient(vectorsLeft.Dim, hamming)
if err != nil {
log.Debug("Failed to CalcTanimotoCoefficient",
zap.Error(err),
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
return &milvuspb.CalcDistanceResults{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
......@@ -2191,6 +2293,10 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
}, nil
}
log.Debug("CalcTanimotoCoefficient done",
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
return &milvuspb.CalcDistanceResults{
Status: &commonpb.Status{ErrorCode: commonpb.ErrorCode_Success, Reason: ""},
Array: &milvuspb.CalcDistanceResults_FloatDist{
......@@ -2207,6 +2313,11 @@ func (node *Proxy) CalcDistance(ctx context.Context, request *milvuspb.CalcDista
err = errors.New("cannot calculate distance between binary vectors and float vectors")
}
log.Debug("Failed to CalcDistance",
zap.Error(err),
zap.String("traceID", traceID),
zap.String("role", Params.RoleName))
return &milvuspb.CalcDistanceResults{
Status: &commonpb.Status{
ErrorCode: commonpb.ErrorCode_UnexpectedError,
......
Markdown is supported
0% .
You are about to add 0 people to the discussion. Proceed with caution.
先完成此消息的编辑!
想要评论请 注册