pub enum MetricValue {
    Counter {
        value: f64,
    },
    Gauge {
        value: f64,
    },
    Set {
        values: BTreeSet<String>,
    },
    Distribution {
        samples: Vec<Sample>,
        statistic: StatisticKind,
    },
    AggregatedHistogram {
        buckets: Vec<Bucket>,
        count: u64,
        sum: f64,
    },
    AggregatedSummary {
        quantiles: Vec<Quantile>,
        count: u64,
        sum: f64,
    },
    Sketch {
        sketch: MetricSketch,
    },
}Expand description
Metric value. Container for the actual value of a metric.
Variants§
Counter
A cumulative numerical value that can only increase or be reset to zero.
Gauge
A single numerical value that can arbitrarily go up and down.
Set
A set of (unordered) unique values for a key.
Distribution
A set of observations without any aggregation or sampling.
Fields
statistic: StatisticKindThe type of statistics to derive for this distribution.
AggregatedHistogram
A set of observations which are counted into buckets.
It also contains the total count of all observations and their sum to allow calculating the mean.
Fields
AggregatedSummary
A set of observations which are represented by quantiles.
Each quantile contains the upper value of the quantile (0 <= φ <= 1). It also contains the total count of all observations and their sum to allow calculating the mean.
Fields
Sketch
A data structure that can answer questions about the cumulative distribution of the contained samples in space-efficient way.
Sketches represent the data in a way that queries over it have bounded error guarantees without needing to hold every single sample in memory. They are also, typically, able to be merged with other sketches of the same type such that client-side and server-side aggregation can be accomplished without loss of accuracy in the queries.
Fields
sketch: MetricSketchImplementations§
Source§impl MetricValue
 
impl MetricValue
Sourcepub fn is_empty(&self) -> bool
 
pub fn is_empty(&self) -> bool
Returns true if the value is empty.
Emptiness is dictated by whether or not the value has any samples or measurements present. Consequently, scalar values (counter, gauge) are never considered empty.
Sourcepub fn as_name(&self) -> &'static str
 
pub fn as_name(&self) -> &'static str
Gets the name of this value as a string.
This maps to the name of the enum variant itself.
Sourcepub fn distribution_to_agg_histogram(
    &self,
    buckets: &[f64],
) -> Option<MetricValue>
 
pub fn distribution_to_agg_histogram( &self, buckets: &[f64], ) -> Option<MetricValue>
Converts a distribution to an aggregated histogram.
Histogram bucket bounds are based on buckets, where the value is the upper bound of the bucket.  Samples will
be thus be ordered in a “less than” fashion: if the given sample is less than or equal to a given bucket’s upper
bound, it will be counted towards that bucket at the given sample rate.
If this value is not a distribution, then None is returned.  Otherwise,
Some(MetricValue::AggregatedHistogram) is returned.
Sourcepub fn distribution_to_sketch(&self) -> Option<MetricValue>
 
pub fn distribution_to_sketch(&self) -> Option<MetricValue>
Converts a distribution to a sketch.
This conversion specifically use the AgentDDSketch sketch variant, in the default configuration that matches
the Datadog Agent, parameter-wise.
If this value is not a distribution, then None is returned.  Otherwise, Some(MetricValue::Sketch) is
returned.
Sourcepub fn zero(&mut self)
 
pub fn zero(&mut self)
Zeroes out all the values contained in this value.
This keeps all the bucket/value vectors for the histogram and summary metric types intact while zeroing the counts. Distribution metrics are emptied of all their values.
Sourcepub fn add(&mut self, other: &MetricValue) -> bool
 
pub fn add(&mut self, other: &MetricValue) -> bool
Adds another value to this one.
If the other value is not the same type, or if they are but their defining characteristics of the value are
different (i.e. aggregated histograms with different bucket layouts), then false is returned.  Otherwise,
true is returned.
Sourcepub fn subtract(&mut self, other: &MetricValue) -> bool
 
pub fn subtract(&mut self, other: &MetricValue) -> bool
Subtracts another value from this one.
If the other value is not the same type, or if they are but their defining characteristics of the value are
different (i.e. aggregated histograms with different bucket layouts), then false is returned.  Otherwise,
true is returned.
Trait Implementations§
Source§impl AsRef<MetricValue> for Metric
 
impl AsRef<MetricValue> for Metric
Source§fn as_ref(&self) -> &MetricValue
 
fn as_ref(&self) -> &MetricValue
Source§impl ByteSizeOf for MetricValue
 
impl ByteSizeOf for MetricValue
Source§impl Clone for MetricValue
 
impl Clone for MetricValue
Source§fn clone(&self) -> MetricValue
 
fn clone(&self) -> MetricValue
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
 
fn clone_from(&mut self, source: &Self)
source. Read moreSource§impl Configurable for MetricValue
 
impl Configurable for MetricValue
Source§fn referenceable_name() -> Option<&'static str>
 
fn referenceable_name() -> Option<&'static str>
Source§fn generate_schema(
    schema_gen: &RefCell<SchemaGenerator>,
) -> Result<SchemaObject, GenerateError>
 
fn generate_schema( schema_gen: &RefCell<SchemaGenerator>, ) -> Result<SchemaObject, GenerateError>
Source§fn validate_metadata(_metadata: &Metadata) -> Result<(), GenerateError>where
    Self: Sized,
 
fn validate_metadata(_metadata: &Metadata) -> Result<(), GenerateError>where
    Self: Sized,
Source§fn as_configurable_ref() -> ConfigurableRefwhere
    Self: Sized + 'static,
 
fn as_configurable_ref() -> ConfigurableRefwhere
    Self: Sized + 'static,
Source§impl Debug for MetricValue
 
impl Debug for MetricValue
Source§impl<'de> Deserialize<'de> for MetricValue
 
impl<'de> Deserialize<'de> for MetricValue
Source§fn deserialize<__D>(
    __deserializer: __D,
) -> Result<MetricValue, <__D as Deserializer<'de>>::Error>where
    __D: Deserializer<'de>,
 
fn deserialize<__D>(
    __deserializer: __D,
) -> Result<MetricValue, <__D as Deserializer<'de>>::Error>where
    __D: Deserializer<'de>,
Source§impl Display for MetricValue
 
impl Display for MetricValue
Source§impl From<AgentDDSketch> for MetricValue
 
impl From<AgentDDSketch> for MetricValue
Source§fn from(ddsketch: AgentDDSketch) -> MetricValue
 
fn from(ddsketch: AgentDDSketch) -> MetricValue
Source§impl From<Value> for MetricValue
 
impl From<Value> for MetricValue
Source§fn from(value: Value) -> MetricValue
 
fn from(value: Value) -> MetricValue
Source§impl From<MetricValue> for Value
 
impl From<MetricValue> for Value
Source§fn from(value: MetricValue) -> Value
 
fn from(value: MetricValue) -> Value
Source§impl From<MetricValue> for Value
 
impl From<MetricValue> for Value
Source§fn from(value: MetricValue) -> Value
 
fn from(value: MetricValue) -> Value
Source§impl PartialEq for MetricValue
 
impl PartialEq for MetricValue
Source§impl Serialize for MetricValue
 
impl Serialize for MetricValue
Source§fn serialize<__S>(
    &self,
    __serializer: __S,
) -> Result<<__S as Serializer>::Ok, <__S as Serializer>::Error>where
    __S: Serializer,
 
fn serialize<__S>(
    &self,
    __serializer: __S,
) -> Result<<__S as Serializer>::Ok, <__S as Serializer>::Error>where
    __S: Serializer,
Auto Trait Implementations§
impl Freeze for MetricValue
impl RefUnwindSafe for MetricValue
impl Send for MetricValue
impl Sync for MetricValue
impl Unpin for MetricValue
impl UnwindSafe for MetricValue
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