transformation

package
v1.0.0-rc.1 Latest Latest
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Published: Nov 10, 2020 License: Apache-2.0 Imports: 5 Imported by: 4

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Index

Constants

This section is empty.

Variables

This section is empty.

Functions

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Types

type BinaryTransform

type BinaryTransform interface {
	Evaluate(prev, curr Datapoint) Datapoint
}

BinaryTransform is a binary transformation that takes the previous and the current datapoint as input and produces a single datapoint as the transformation result. It can keep state if it requires.

type BinaryTransformFn added in v0.15.0

type BinaryTransformFn func(prev, curr Datapoint) Datapoint

BinaryTransformFn implements BinaryTransform as a function.

func (BinaryTransformFn) Evaluate added in v0.15.0

func (fn BinaryTransformFn) Evaluate(prev, curr Datapoint) Datapoint

Evaluate implements BinaryTransform as a function.

type Datapoint

type Datapoint struct {
	TimeNanos int64
	Value     float64
}

Datapoint is a metric data point containing a timestamp in Unix nanoseconds since epoch and a value.

func (Datapoint) IsEmpty

func (dp Datapoint) IsEmpty() bool

IsEmpty returns whether this is an empty datapoint.

type Op added in v0.15.0

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

Op represents a transform operation.

func (Op) BinaryTransform added in v0.15.0

func (o Op) BinaryTransform() (BinaryTransform, bool)

BinaryTransform returns the active binary transform if op is binary transform.

func (Op) Type added in v0.15.0

func (o Op) Type() Type

Type returns the op type.

func (Op) UnaryMultiOutputTransform added in v1.0.0

func (o Op) UnaryMultiOutputTransform() (UnaryMultiOutputTransform, bool)

UnaryMultiOutputTransform returns the active unary multi transform if op is unary multi transform.

func (Op) UnaryTransform added in v0.15.0

func (o Op) UnaryTransform() (UnaryTransform, bool)

UnaryTransform returns the active unary transform if op is unary transform.

type Type

type Type int

Type defines a transformation function.

const (
	UnknownType Type = iota
	Absolute
	PerSecond
	Increase
	Add
	Reset
)

Supported transformation types.

func ParseType

func ParseType(str string) (Type, error)

ParseType parses a transformation type.

func (Type) BinaryTransform

func (t Type) BinaryTransform() (BinaryTransform, error)

BinaryTransform returns the binary transformation function associated with the transformation type if applicable, or an error otherwise.

func (*Type) FromProto

func (t *Type) FromProto(pb transformationpb.TransformationType) error

FromProto converts the protobuf message to a transformation type in place.

func (Type) IsBinaryTransform

func (t Type) IsBinaryTransform() bool

IsBinaryTransform returns whether this is a binary transformation.

func (Type) IsUnaryMultiOutputTransform added in v1.0.0

func (t Type) IsUnaryMultiOutputTransform() bool

func (Type) IsUnaryTransform

func (t Type) IsUnaryTransform() bool

IsUnaryTransform returns whether this is a unary transformation.

func (Type) IsValid

func (t Type) IsValid() bool

IsValid checks if the transformation type is valid.

func (Type) MarshalText added in v0.12.0

func (t Type) MarshalText() (text []byte, err error)

MarshalText serializes this type to its textual representation.

func (Type) MustBinaryTransform

func (t Type) MustBinaryTransform() BinaryTransform

MustBinaryTransform returns the binary transformation function associated with the transformation type if applicable, or an error otherwise.

func (Type) MustUnaryMultiOutputTransform added in v1.0.0

func (t Type) MustUnaryMultiOutputTransform() UnaryMultiOutputTransform

MustUnaryMultiOutputTransform returns the unary transformation function associated with the transformation type if applicable, or panics otherwise.

func (Type) MustUnaryTransform

func (t Type) MustUnaryTransform() UnaryTransform

MustUnaryTransform returns the unary transformation function associated with the transformation type if applicable, or panics otherwise.

func (Type) NewOp added in v0.15.0

func (t Type) NewOp() (Op, error)

NewOp returns a constructed operation that is allocated once and can be reused.

func (Type) String

func (i Type) String() string

func (Type) ToProto

ToProto converts the transformation type to a protobuf message in place.

func (Type) UnaryMultiOutputTransform added in v1.0.0

func (t Type) UnaryMultiOutputTransform() (UnaryMultiOutputTransform, error)

UnaryMultiOutputTransform returns the unary transformation function associated with the transformation type if applicable, or an error otherwise.

func (Type) UnaryTransform

func (t Type) UnaryTransform() (UnaryTransform, error)

UnaryTransform returns the unary transformation function associated with the transformation type if applicable, or an error otherwise.

func (*Type) UnmarshalText added in v0.12.0

func (t *Type) UnmarshalText(text []byte) error

UnmarshalText extracts this type from the textual representation

func (*Type) UnmarshalYAML

func (t *Type) UnmarshalYAML(unmarshal func(interface{}) error) error

UnmarshalYAML unmarshals text-encoded data into an transformation type.

type UnaryMultiOutputTransform added in v1.0.0

type UnaryMultiOutputTransform interface {
	Evaluate(dp Datapoint) (Datapoint, Datapoint)
}

UnaryMultiOutputTransform is like UnaryTransform, but can output an additional datapoint. The additional datapoint is not passed to subsequent transforms.

type UnaryMultiOutputTransformFn added in v1.0.0

type UnaryMultiOutputTransformFn func(dp Datapoint) (Datapoint, Datapoint)

UnaryMultiOutputTransformFn implements UnaryMultiOutputTransform as a function.

func (UnaryMultiOutputTransformFn) Evaluate added in v1.0.0

type UnaryTransform

type UnaryTransform interface {
	Evaluate(dp Datapoint) Datapoint
}

UnaryTransform is a unary transformation that takes a single datapoint as input and transforms it into a datapoint as output. It can keep state if it requires.

type UnaryTransformFn added in v0.15.0

type UnaryTransformFn func(dp Datapoint) Datapoint

UnaryTransformFn implements UnaryTransform as a function.

func (UnaryTransformFn) Evaluate added in v0.15.0

func (fn UnaryTransformFn) Evaluate(dp Datapoint) Datapoint

Evaluate implements UnaryTransform as a function.

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