prometheus

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Published: Jul 7, 2025 License: MIT Imports: 15 Imported by: 3

README

Prometheus

The prometheus data format converts metrics into the Prometheus text exposition format. When used with the prometheus input, the input should be use the metric_version = 2 option in order to properly round trip metrics.

Warning: When generating histogram and summary types, output may not be correct if the metric spans multiple batches. This issue can be somewhat, but not fully, mitigated by using outputs that support writing in "batch format". When using histogram and summary types, it is recommended to use only the prometheus_client output. Histogram and Summary types also update their expiration time based on the most recently received data. If incoming metrics stop updating specific buckets or quantiles but continue reporting others every bucket/quantile will continue to exist.

Configuration

[[outputs.file]]
  files = ["stdout"]
  use_batch_format = true

  ## Include the metric timestamp on each sample.
  prometheus_export_timestamp = false

  ## Sort prometheus metric families and metric samples.  Useful for
  ## debugging.
  prometheus_sort_metrics = false

  ## Output string fields as metric labels; when false string fields are
  ## discarded.
  prometheus_string_as_label = false

  ## Encode metrics without HELP metadata. This helps reduce the payload
  ## size.
  prometheus_compact_encoding = false

  ## Data format to output.
  ## Each data format has its own unique set of configuration options, read
  ## more about them here:
  ##   https://github.com/influxdata/telegraf/blob/master/docs/DATA_FORMATS_INPUT.md
  data_format = "prometheus"

  ## Specify the metric type explicitly.
  ## This overrides the metric-type of the Telegraf metric. Globbing is allowed.
  [outputs.file.prometheus_metric_types]
    counter = []
    gauge = []
Metrics

A Prometheus metric is created for each integer, float, boolean or unsigned field. Boolean values are converted to 1.0 for true and 0.0 for false.

The Prometheus metric names are produced by joining the measurement name with the field key. In the special case where the measurement name is prometheus it is not included in the final metric name.

Prometheus labels are produced for each tag.

Note: String fields are ignored and do not produce Prometheus metrics.

Example

Example Input
cpu,cpu=cpu0 time_guest=8022.6,time_system=26145.98,time_user=92512.89 1574317740000000000
cpu,cpu=cpu1 time_guest=8097.88,time_system=25223.35,time_user=96519.58 1574317740000000000
cpu,cpu=cpu2 time_guest=7386.28,time_system=24870.37,time_user=95631.59 1574317740000000000
cpu,cpu=cpu3 time_guest=7434.19,time_system=24843.71,time_user=93753.88 1574317740000000000
Example Output
# HELP cpu_time_guest Telegraf collected metric
# TYPE cpu_time_guest counter
cpu_time_guest{cpu="cpu0"} 9582.54
cpu_time_guest{cpu="cpu1"} 9660.88
cpu_time_guest{cpu="cpu2"} 8946.45
cpu_time_guest{cpu="cpu3"} 9002.31
# HELP cpu_time_system Telegraf collected metric
# TYPE cpu_time_system counter
cpu_time_system{cpu="cpu0"} 28675.47
cpu_time_system{cpu="cpu1"} 27779.34
cpu_time_system{cpu="cpu2"} 27406.18
cpu_time_system{cpu="cpu3"} 27404.97
# HELP cpu_time_user Telegraf collected metric
# TYPE cpu_time_user counter
cpu_time_user{cpu="cpu0"} 99551.84
cpu_time_user{cpu="cpu1"} 103468.52
cpu_time_user{cpu="cpu2"} 102591.45
cpu_time_user{cpu="cpu3"} 100717.05

Documentation

Index

Constants

This section is empty.

Variables

This section is empty.

Functions

func MetricName

func MetricName(measurement, fieldKey string, valueType telegraf.ValueType) string

MetricName returns the Prometheus metric name.

func SampleCount

func SampleCount(value interface{}) (uint64, bool)

SampleCount converts a field value into a count suitable for a metric family of the Histogram or Summary type.

func SampleSum

func SampleSum(value interface{}) (float64, bool)

SampleSum converts a field value into a sum suitable for a metric family of the Histogram or Summary type.

func SampleValue

func SampleValue(value interface{}) (float64, bool)

SampleValue converts a field value into a value suitable for a simple sample value.

func SanitizeLabelName

func SanitizeLabelName(name string) (string, bool)

SanitizeLabelName checks if the name is a valid Prometheus label name. If not, it attempts to replace invalid runes with an underscore to create a valid name.

func SanitizeMetricName

func SanitizeMetricName(name string) (string, bool)

SanitizeMetricName checks if the name is a valid Prometheus metric name. If not, it attempts to replace invalid runes with an underscore to create a valid name.

Types

type Collection

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

Collection is a cache of metrics that are being processed.

func NewCollection

func NewCollection(config FormatConfig) *Collection

NewCollection creates a new Collection instance.

func (*Collection) Add

func (c *Collection) Add(m telegraf.Metric, now time.Time)

Add adds a metric to the collection. It will create a new entry if the metric is not already present.

func (*Collection) Expire

func (c *Collection) Expire(now time.Time, age time.Duration)

Expire removes metrics that are older than the specified age.

func (*Collection) GetEntries

func (c *Collection) GetEntries() []entry

GetEntries returns a slice of all entries in the collection.

func (*Collection) GetMetrics

func (c *Collection) GetMetrics(entry entry) []*metric

GetMetrics returns a slice of all metrics in the entry.

func (*Collection) GetProto

func (c *Collection) GetProto() []*dto.MetricFamily

GetProto returns a slice of all metrics in the collection as protobuf messages.

type FormatConfig

type FormatConfig struct {
	ExportTimestamp bool `toml:"prometheus_export_timestamp"`
	SortMetrics     bool `toml:"prometheus_sort_metrics"`
	StringAsLabel   bool `toml:"prometheus_string_as_label"`
	// CompactEncoding defines whether to include
	// HELP metadata in Prometheus payload. Setting to true
	// helps to reduce payload size.
	CompactEncoding bool        `toml:"prometheus_compact_encoding"`
	TypeMappings    MetricTypes `toml:"prometheus_metric_types"`
}

FormatConfig contains the configuration for the Prometheus serializer.

type MetricTypes added in v1.28.0

type MetricTypes struct {
	Counter []string `toml:"counter"`
	Gauge   []string `toml:"gauge"`
	// contains filtered or unexported fields
}

MetricTypes defines the mapping of metric names to their types.

func (*MetricTypes) DetermineType added in v1.28.0

func (mt *MetricTypes) DetermineType(name string, m telegraf.Metric) telegraf.ValueType

DetermineType determines the type of the metric based on its name and the configured filters.

func (*MetricTypes) Init added in v1.28.0

func (mt *MetricTypes) Init() error

Init initializes the MetricTypes by compiling the filters for counter and gauge metrics.

type Serializer

type Serializer struct {
	FormatConfig
}

func (*Serializer) Init added in v1.28.0

func (s *Serializer) Init() error

func (*Serializer) Serialize

func (s *Serializer) Serialize(metric telegraf.Metric) ([]byte, error)

func (*Serializer) SerializeBatch

func (s *Serializer) SerializeBatch(metrics []telegraf.Metric) ([]byte, error)

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