metrics

package
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 Go to latest Published: Jul 13, 2015 License: MIT, MPL-2.0 Imports: 14 Imported by: 0

README

go-metrics

This library provides a metrics package which can be used to instrument code, expose application metrics, and profile runtime performance in a flexible manner.

Current API: GoDoc

Sinks

The metrics package makes use of a MetricSink interface to support delivery to any type of backend. Currently the following sinks are provided:

  • StatsiteSink : Sinks to a statsite instance (TCP)
  • StatsdSink: Sinks to a StatsD / statsite instance (UDP)
  • PrometheusSink: Sinks to a Prometheus metrics endpoint (exposed via HTTP for scrapes)
  • InmemSink : Provides in-memory aggregation, can be used to export stats
  • FanoutSink : Sinks to multiple sinks. Enables writing to multiple statsite instances for example.
  • BlackholeSink : Sinks to nowhere

In addition to the sinks, the InmemSignal can be used to catch a signal, and dump a formatted output of recent metrics. For example, when a process gets a SIGUSR1, it can dump to stderr recent performance metrics for debugging.

Examples

Here is an example of using the package:

func SlowMethod() {
    // Profiling the runtime of a method
    defer metrics.MeasureSince([]string{"SlowMethod"}, time.Now())
}

// Configure a statsite sink as the global metrics sink
sink, _ := metrics.NewStatsiteSink("statsite:8125")
metrics.NewGlobal(metrics.DefaultConfig("service-name"), sink)

// Emit a Key/Value pair
metrics.EmitKey([]string{"questions", "meaning of life"}, 42)

Here is an example of setting up an signal handler:

// Setup the inmem sink and signal handler
inm := metrics.NewInmemSink(10*time.Second, time.Minute)
sig := metrics.DefaultInmemSignal(inm)
metrics.NewGlobal(metrics.DefaultConfig("service-name"), inm)

// Run some code
inm.SetGauge([]string{"foo"}, 42)
inm.EmitKey([]string{"bar"}, 30)

inm.IncrCounter([]string{"baz"}, 42)
inm.IncrCounter([]string{"baz"}, 1)
inm.IncrCounter([]string{"baz"}, 80)

inm.AddSample([]string{"method", "wow"}, 42)
inm.AddSample([]string{"method", "wow"}, 100)
inm.AddSample([]string{"method", "wow"}, 22)

....

When a signal comes in, output like the following will be dumped to stderr:

[2014-01-28 14:57:33.04 -0800 PST][G] 'foo': 42.000
[2014-01-28 14:57:33.04 -0800 PST][P] 'bar': 30.000
[2014-01-28 14:57:33.04 -0800 PST][C] 'baz': Count: 3 Min: 1.000 Mean: 41.000 Max: 80.000 Stddev: 39.509
[2014-01-28 14:57:33.04 -0800 PST][S] 'method.wow': Count: 3 Min: 22.000 Mean: 54.667 Max: 100.000 Stddev: 40.513

Documentation

Index

Constants

View Source 
const (
	// DefaultSignal is used with DefaultInmemSignal
	DefaultSignal = syscall.SIGUSR1
)

Variables

This section is empty.

Functions

func AddSample 

func AddSample(key []string, val float32)

func EmitKey 

func EmitKey(key []string, val float32)

func IncrCounter 

func IncrCounter(key []string, val float32)

func MeasureSince 

func MeasureSince(key []string, start time.Time)

func SetGauge 

func SetGauge(key []string, val float32)

Proxy all the methods to the globalMetrics instance

Types

type AggregateSample 

type AggregateSample struct {
	Count       int       // The count of emitted pairs
	Sum         float64   // The sum of values
	SumSq       float64   // The sum of squared values
	Min         float64   // Minimum value
	Max         float64   // Maximum value
	LastUpdated time.Time // When value was last updated
}

AggregateSample is used to hold aggregate metrics about a sample

func (*AggregateSample) Ingest 

func (a *AggregateSample) Ingest(v float64)

Ingest is used to update a sample

func (*AggregateSample) Mean 

func (a *AggregateSample) Mean() float64

Computes a mean of the values

func (*AggregateSample) Stddev 

func (a *AggregateSample) Stddev() float64

Computes a Stddev of the values

func (*AggregateSample) String 

func (a *AggregateSample) String() string

type BlackholeSink 

type BlackholeSink struct{}

BlackholeSink is used to just blackhole messages

func (*BlackholeSink) AddSample 

func (*BlackholeSink) AddSample(key []string, val float32)

func (*BlackholeSink) EmitKey 

func (*BlackholeSink) EmitKey(key []string, val float32)

func (*BlackholeSink) IncrCounter 

func (*BlackholeSink) IncrCounter(key []string, val float32)

func (*BlackholeSink) SetGauge 

func (*BlackholeSink) SetGauge(key []string, val float32)

type Config 

type Config struct {
	ServiceName          string        // Prefixed with keys to seperate services
	HostName             string        // Hostname to use. If not provided and EnableHostname, it will be os.Hostname
	EnableHostname       bool          // Enable prefixing gauge values with hostname
	EnableRuntimeMetrics bool          // Enables profiling of runtime metrics (GC, Goroutines, Memory)
	EnableTypePrefix     bool          // Prefixes key with a type ("counter", "gauge", "timer")
	TimerGranularity     time.Duration // Granularity of timers.
	ProfileInterval      time.Duration // Interval to profile runtime metrics
}

Config is used to configure metrics settings

func DefaultConfig 

func DefaultConfig(serviceName string) *Config

DefaultConfig provides a sane default configuration

type FanoutSink 

type FanoutSink []MetricSink

FanoutSink is used to sink to fanout values to multiple sinks

func (FanoutSink) AddSample 

func (fh FanoutSink) AddSample(key []string, val float32)

func (FanoutSink) EmitKey 

func (fh FanoutSink) EmitKey(key []string, val float32)

func (FanoutSink) IncrCounter 

func (fh FanoutSink) IncrCounter(key []string, val float32)

func (FanoutSink) SetGauge 

func (fh FanoutSink) SetGauge(key []string, val float32)

type InmemSignal 

type InmemSignal struct {
	// contains filtered or unexported fields
}

InmemSignal is used to listen for a given signal, and when received, to dump the current metrics from the InmemSink to an io.Writer

func DefaultInmemSignal 

func DefaultInmemSignal(inmem *InmemSink) *InmemSignal

DefaultInmemSignal returns a new InmemSignal that responds to SIGUSR1 and writes output to stderr. Windows uses SIGBREAK

func NewInmemSignal 

func NewInmemSignal(inmem *InmemSink, sig syscall.Signal, w io.Writer) *InmemSignal

NewInmemSignal creates a new InmemSignal which listens for a given signal, and dumps the current metrics out to a writer

func (*InmemSignal) Stop 

func (i *InmemSignal) Stop()

Stop is used to stop the InmemSignal from listening

type InmemSink 

type InmemSink struct {
	// contains filtered or unexported fields
}

InmemSink provides a MetricSink that does in-memory aggregation without sending metrics over a network. It can be embedded within an application to provide profiling information.

func NewInmemSink 

func NewInmemSink(interval, retain time.Duration) *InmemSink

NewInmemSink is used to construct a new in-memory sink. Uses an aggregation interval and maximum retention period.

func (*InmemSink) AddSample 

func (i *InmemSink) AddSample(key []string, val float32)

func (*InmemSink) Data 

func (i *InmemSink) Data() []*IntervalMetrics

Data is used to retrieve all the aggregated metrics Intervals may be in use, and a read lock should be acquired

func (*InmemSink) EmitKey 

func (i *InmemSink) EmitKey(key []string, val float32)

func (*InmemSink) IncrCounter 

func (i *InmemSink) IncrCounter(key []string, val float32)

func (*InmemSink) SetGauge 

func (i *InmemSink) SetGauge(key []string, val float32)

type IntervalMetrics 

type IntervalMetrics struct {
	sync.RWMutex

	// The start time of the interval
	Interval time.Time

	// Gauges maps the key to the last set value
	Gauges map[string]float32

	// Points maps the string to the list of emitted values
	// from EmitKey
	Points map[string][]float32

	// Counters maps the string key to a sum of the counter
	// values
	Counters map[string]*AggregateSample

	// Samples maps the key to an AggregateSample,
	// which has the rolled up view of a sample
	Samples map[string]*AggregateSample
}

IntervalMetrics stores the aggregated metrics for a specific interval

func NewIntervalMetrics 

func NewIntervalMetrics(intv time.Time) *IntervalMetrics

NewIntervalMetrics creates a new IntervalMetrics for a given interval

type MetricSink 

type MetricSink interface {
	// A Gauge should retain the last value it is set to
	SetGauge(key []string, val float32)

	// Should emit a Key/Value pair for each call
	EmitKey(key []string, val float32)

	// Counters should accumulate values
	IncrCounter(key []string, val float32)

	// Samples are for timing information, where quantiles are used
	AddSample(key []string, val float32)
}

The MetricSink interface is used to transmit metrics information to an external system

type Metrics 

type Metrics struct {
	Config
	// contains filtered or unexported fields
}

Metrics represents an instance of a metrics sink that can be used to emit

func New 

func New(conf *Config, sink MetricSink) (*Metrics, error)

New is used to create a new instance of Metrics

func NewGlobal 

func NewGlobal(conf *Config, sink MetricSink) (*Metrics, error)

NewGlobal is the same as New, but it assigns the metrics object to be used globally as well as returning it.

func (*Metrics) AddSample 

func (m *Metrics) AddSample(key []string, val float32)

func (*Metrics) EmitKey 

func (m *Metrics) EmitKey(key []string, val float32)

func (*Metrics) IncrCounter 

func (m *Metrics) IncrCounter(key []string, val float32)

func (*Metrics) MeasureSince 

func (m *Metrics) MeasureSince(key []string, start time.Time)

func (*Metrics) SetGauge 

func (m *Metrics) SetGauge(key []string, val float32)

type StatsdSink 

type StatsdSink struct {
	// contains filtered or unexported fields
}

StatsdSink provides a MetricSink that can be used with a statsite or statsd metrics server. It uses only UDP packets, while StatsiteSink uses TCP.

func NewStatsdSink 

func NewStatsdSink(addr string) (*StatsdSink, error)

NewStatsdSink is used to create a new StatsdSink

func (*StatsdSink) AddSample 

func (s *StatsdSink) AddSample(key []string, val float32)

func (*StatsdSink) EmitKey 

func (s *StatsdSink) EmitKey(key []string, val float32)

func (*StatsdSink) IncrCounter 

func (s *StatsdSink) IncrCounter(key []string, val float32)

func (*StatsdSink) SetGauge 

func (s *StatsdSink) SetGauge(key []string, val float32)

func (*StatsdSink) Shutdown 

func (s *StatsdSink) Shutdown()

Close is used to stop flushing to statsd

type StatsiteSink 

type StatsiteSink struct {
	// contains filtered or unexported fields
}

StatsiteSink provides a MetricSink that can be used with a statsite metrics server

func NewStatsiteSink 

func NewStatsiteSink(addr string) (*StatsiteSink, error)

NewStatsiteSink is used to create a new StatsiteSink

func (*StatsiteSink) AddSample 

func (s *StatsiteSink) AddSample(key []string, val float32)

func (*StatsiteSink) EmitKey 

func (s *StatsiteSink) EmitKey(key []string, val float32)

func (*StatsiteSink) IncrCounter 

func (s *StatsiteSink) IncrCounter(key []string, val float32)

func (*StatsiteSink) SetGauge 

func (s *StatsiteSink) SetGauge(key []string, val float32)

func (*StatsiteSink) Shutdown 

func (s *StatsiteSink) Shutdown()

Close is used to stop flushing to statsite

Source Files

View all Source files

Directories

Path Synopsis
+build go1.3
 +build go1.3

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