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client_metrics.go
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client_metrics.go
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package grpc_prometheus
import (
"io"
prom "github.com/prometheus/client_golang/prometheus"
"golang.org/x/net/context"
"google.golang.org/grpc"
"google.golang.org/grpc/codes"
)
// ClientMetrics represents a collection of metrics to be registered on a
// Prometheus metrics registry for a gRPC client.
type ClientMetrics struct {
clientStartedCounter *prom.CounterVec
clientHandledCounter *prom.CounterVec
clientStreamMsgReceived *prom.CounterVec
clientStreamMsgSent *prom.CounterVec
clientHandledHistogramEnabled bool
clientHandledHistogramOpts prom.HistogramOpts
clientHandledHistogram *prom.HistogramVec
clientHandledSummaryEnabled bool
clientHandledSummaryOpts prom.SummaryOpts
clientHandledSummary *prom.SummaryVec
}
// NewClientMetrics returns a ClientMetrics object. Use a new instance of
// ClientMetrics when not using the default Prometheus metrics registry, for
// example when wanting to control which metrics are added to a registry as
// opposed to automatically adding metrics via init functions.
func NewClientMetrics() *ClientMetrics {
return &ClientMetrics{
clientStartedCounter: prom.NewCounterVec(
prom.CounterOpts{
Name: "grpc_client_started_total",
Help: "Total number of RPCs started on the client.",
}, []string{"grpc_type", "grpc_service", "grpc_method"}),
clientHandledCounter: prom.NewCounterVec(
prom.CounterOpts{
Name: "grpc_client_handled_total",
Help: "Total number of RPCs completed by the client, regardless of success or failure.",
}, []string{"grpc_type", "grpc_service", "grpc_method", "grpc_code"}),
clientStreamMsgReceived: prom.NewCounterVec(
prom.CounterOpts{
Name: "grpc_client_msg_received_total",
Help: "Total number of RPC stream messages received by the client.",
}, []string{"grpc_type", "grpc_service", "grpc_method"}),
clientStreamMsgSent: prom.NewCounterVec(
prom.CounterOpts{
Name: "grpc_client_msg_sent_total",
Help: "Total number of gRPC stream messages sent by the client.",
}, []string{"grpc_type", "grpc_service", "grpc_method"}),
clientHandledHistogramEnabled: false,
clientHandledHistogramOpts: prom.HistogramOpts{
Name: "grpc_client_handling_seconds",
Help: "Histogram of response latency (seconds) of the gRPC until it is finished by the application.",
Buckets: prom.DefBuckets,
},
clientHandledHistogram: nil,
clientHandledSummaryEnabled: false,
clientHandledSummaryOpts: prom.SummaryOpts{
Name: "grpc_client_handling_seconds_summary",
Help: "Summary of response latency (seconds) of the gRPC until it is finished by the application.",
Objectives: map[float64]float64{0.5: 0.05, 0.9: 0.01, 0.99: 0.001},
},
clientHandledSummary: nil,
}
}
// Describe sends the super-set of all possible descriptors of metrics
// collected by this Collector to the provided channel and returns once
// the last descriptor has been sent.
func (m *ClientMetrics) Describe(ch chan<- *prom.Desc) {
m.clientStartedCounter.Describe(ch)
m.clientHandledCounter.Describe(ch)
m.clientStreamMsgReceived.Describe(ch)
m.clientStreamMsgSent.Describe(ch)
if m.clientHandledHistogramEnabled {
m.clientHandledHistogram.Describe(ch)
}
if m.clientHandledSummaryEnabled {
m.clientHandledSummary.Describe(ch)
}
}
// Collect is called by the Prometheus registry when collecting
// metrics. The implementation sends each collected metric via the
// provided channel and returns once the last metric has been sent.
func (m *ClientMetrics) Collect(ch chan<- prom.Metric) {
m.clientStartedCounter.Collect(ch)
m.clientHandledCounter.Collect(ch)
m.clientStreamMsgReceived.Collect(ch)
m.clientStreamMsgSent.Collect(ch)
if m.clientHandledHistogramEnabled {
m.clientHandledHistogram.Collect(ch)
}
if m.clientHandledSummaryEnabled {
m.clientHandledSummary.Collect(ch)
}
}
// EnableClientHandlingTimeHistogram turns on recording of handling time of RPCs.
// Histogram metrics can be very expensive for Prometheus to retain and query.
func (m *ClientMetrics) EnableClientHandlingTimeHistogram(opts ...HistogramOption) {
for _, o := range opts {
o(&m.clientHandledHistogramOpts)
}
if !m.clientHandledHistogramEnabled {
m.clientHandledHistogram = prom.NewHistogramVec(
m.clientHandledHistogramOpts,
[]string{"grpc_type", "grpc_service", "grpc_method"},
)
}
m.clientHandledHistogramEnabled = true
}
// EnableClientHandlingTimeSummary turns on recording of handling time of RPCs.
// Summary metrics can be very expensive for Prometheus to retain and collect.
func (m *ClientMetrics) EnableClientHandlingTimeSummary(opts ...SummaryOption) {
for _, o := range opts {
o(&m.clientHandledSummaryOpts)
}
if !m.clientHandledSummaryEnabled {
m.clientHandledSummary = prom.NewSummaryVec(
m.clientHandledSummaryOpts,
[]string{"grpc_type", "grpc_service", "grpc_method"},
)
}
m.clientHandledSummaryEnabled = true
}
// UnaryClientInterceptor is a gRPC client-side interceptor that provides Prometheus monitoring for Unary RPCs.
func (m *ClientMetrics) UnaryClientInterceptor() func(ctx context.Context, method string, req, reply interface{}, cc *grpc.ClientConn, invoker grpc.UnaryInvoker, opts ...grpc.CallOption) error {
return func(ctx context.Context, method string, req, reply interface{}, cc *grpc.ClientConn, invoker grpc.UnaryInvoker, opts ...grpc.CallOption) error {
monitor := newClientReporter(m, Unary, method)
monitor.SentMessage()
err := invoker(ctx, method, req, reply, cc, opts...)
if err != nil {
monitor.ReceivedMessage()
}
monitor.Handled(grpc.Code(err))
return err
}
}
// StreamServerInterceptor is a gRPC client-side interceptor that provides Prometheus monitoring for Streaming RPCs.
func (m *ClientMetrics) StreamClientInterceptor() func(ctx context.Context, desc *grpc.StreamDesc, cc *grpc.ClientConn, method string, streamer grpc.Streamer, opts ...grpc.CallOption) (grpc.ClientStream, error) {
return func(ctx context.Context, desc *grpc.StreamDesc, cc *grpc.ClientConn, method string, streamer grpc.Streamer, opts ...grpc.CallOption) (grpc.ClientStream, error) {
monitor := newClientReporter(m, clientStreamType(desc), method)
clientStream, err := streamer(ctx, desc, cc, method, opts...)
if err != nil {
monitor.Handled(grpc.Code(err))
return nil, err
}
return &monitoredClientStream{clientStream, monitor}, nil
}
}
func clientStreamType(desc *grpc.StreamDesc) grpcType {
if desc.ClientStreams && !desc.ServerStreams {
return ClientStream
} else if !desc.ClientStreams && desc.ServerStreams {
return ServerStream
}
return BidiStream
}
// monitoredClientStream wraps grpc.ClientStream allowing each Sent/Recv of message to increment counters.
type monitoredClientStream struct {
grpc.ClientStream
monitor *clientReporter
}
func (s *monitoredClientStream) SendMsg(m interface{}) error {
err := s.ClientStream.SendMsg(m)
if err == nil {
s.monitor.SentMessage()
}
return err
}
func (s *monitoredClientStream) RecvMsg(m interface{}) error {
err := s.ClientStream.RecvMsg(m)
if err == nil {
s.monitor.ReceivedMessage()
} else if err == io.EOF {
s.monitor.Handled(codes.OK)
} else {
s.monitor.Handled(grpc.Code(err))
}
return err
}