Struct light_curve_feature::prelude::FeatureExtractor
source · pub struct FeatureExtractor<T, F> { /* private fields */ }
Expand description
Bulk feature extractor
- Depends on: as reuired by feature evaluators
- Minimum number of observations: as required by feature evaluators
- Number of features: total for all feature evaluators
Implementations§
source§impl<T, F> FeatureExtractor<T, F>where
T: Float,
F: FeatureEvaluator<T>,
impl<T, F> FeatureExtractor<T, F>where
T: Float,
F: FeatureEvaluator<T>,
source§impl<T> FeatureExtractor<T, Feature<T>>where
T: Float,
impl<T> FeatureExtractor<T, Feature<T>>where
T: Float,
sourcepub fn from_features(features: Vec<Feature<T>>) -> Self
pub fn from_features(features: Vec<Feature<T>>) -> Self
Specialized version of FeatureExtractor::new for Feature
Trait Implementations§
source§impl<T: Clone, F: Clone> Clone for FeatureExtractor<T, F>
impl<T: Clone, F: Clone> Clone for FeatureExtractor<T, F>
source§fn clone(&self) -> FeatureExtractor<T, F>
fn clone(&self) -> FeatureExtractor<T, F>
Returns a copy of the value. Read more
1.0.0 · source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source
. Read moresource§impl<'de, T, F> Deserialize<'de> for FeatureExtractor<T, F>where
T: Float,
F: FeatureEvaluator<T>,
impl<'de, T, F> Deserialize<'de> for FeatureExtractor<T, F>where
T: Float,
F: FeatureEvaluator<T>,
source§fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
source§impl<T, F> EvaluatorInfoTrait for FeatureExtractor<T, F>where
T: Float,
F: FeatureEvaluator<T>,
impl<T, F> EvaluatorInfoTrait for FeatureExtractor<T, F>where
T: Float,
F: FeatureEvaluator<T>,
source§fn min_ts_length(&self) -> usize
fn min_ts_length(&self) -> usize
Minimum time series length required to successfully evaluate feature
source§fn is_t_required(&self) -> bool
fn is_t_required(&self) -> bool
If time array used by the feature
source§fn is_m_required(&self) -> bool
fn is_m_required(&self) -> bool
If magnitude array is used by the feature
source§fn is_w_required(&self) -> bool
fn is_w_required(&self) -> bool
If weight array is used by the feature
source§fn is_sorting_required(&self) -> bool
fn is_sorting_required(&self) -> bool
If feature requires time-sorting on the input TimeSeries
source§impl<T, F> FeatureEvaluator<T> for FeatureExtractor<T, F>where
T: Float,
F: FeatureEvaluator<T>,
impl<T, F> FeatureEvaluator<T> for FeatureExtractor<T, F>where
T: Float,
F: FeatureEvaluator<T>,
source§fn eval(&self, ts: &mut TimeSeries<'_, T>) -> Result<Vec<T>, EvaluatorError>
fn eval(&self, ts: &mut TimeSeries<'_, T>) -> Result<Vec<T>, EvaluatorError>
Vector of feature values or
EvaluatorError
source§fn eval_or_fill(&self, ts: &mut TimeSeries<'_, T>, fill_value: T) -> Vec<T>
fn eval_or_fill(&self, ts: &mut TimeSeries<'_, T>, fill_value: T) -> Vec<T>
Returns vector of feature values and fill invalid components with given value
source§fn check_ts_length(
&self,
ts: &TimeSeries<'_, T>
) -> Result<usize, EvaluatorError>
fn check_ts_length( &self, ts: &TimeSeries<'_, T> ) -> Result<usize, EvaluatorError>
Checks if TimeSeries has enough points to evaluate the feature
source§impl<T, F> FeatureNamesDescriptionsTrait for FeatureExtractor<T, F>where
T: Float,
F: FeatureEvaluator<T>,
impl<T, F> FeatureNamesDescriptionsTrait for FeatureExtractor<T, F>where
T: Float,
F: FeatureEvaluator<T>,
source§impl<T> From<FeatureExtractor<T, Feature<T>>> for Feature<T>where
T: Float,
impl<T> From<FeatureExtractor<T, Feature<T>>> for Feature<T>where
T: Float,
source§fn from(v: FeatureExtractor<T, Self>) -> Feature<T>
fn from(v: FeatureExtractor<T, Self>) -> Feature<T>
Converts to this type from the input type.
source§impl<T, F> JsonSchema for FeatureExtractor<T, F>where
F: JsonSchema,
impl<T, F> JsonSchema for FeatureExtractor<T, F>where
F: JsonSchema,
source§fn is_referenceable() -> bool
fn is_referenceable() -> bool
Whether JSON Schemas generated for this type should be re-used where possible using the
$ref
keyword. Read moresource§fn schema_name() -> String
fn schema_name() -> String
The name of the generated JSON Schema. Read more
source§fn json_schema(gen: &mut SchemaGenerator) -> Schema
fn json_schema(gen: &mut SchemaGenerator) -> Schema
Generates a JSON Schema for this type. Read more
source§impl<T, F> Serialize for FeatureExtractor<T, F>where
T: Float,
F: FeatureEvaluator<T>,
impl<T, F> Serialize for FeatureExtractor<T, F>where
T: Float,
F: FeatureEvaluator<T>,
Auto Trait Implementations§
impl<T, F> Freeze for FeatureExtractor<T, F>
impl<T, F> RefUnwindSafe for FeatureExtractor<T, F>where
T: RefUnwindSafe,
F: RefUnwindSafe,
impl<T, F> Send for FeatureExtractor<T, F>
impl<T, F> Sync for FeatureExtractor<T, F>
impl<T, F> Unpin for FeatureExtractor<T, F>
impl<T, F> UnwindSafe for FeatureExtractor<T, F>where
T: UnwindSafe,
F: UnwindSafe,
Blanket Implementations§
source§impl<Src, Scheme> ApproxFrom<Src, Scheme> for Srcwhere
Scheme: ApproxScheme,
impl<Src, Scheme> ApproxFrom<Src, Scheme> for Srcwhere
Scheme: ApproxScheme,
source§fn approx_from(src: Src) -> Result<Src, <Src as ApproxFrom<Src, Scheme>>::Err>
fn approx_from(src: Src) -> Result<Src, <Src as ApproxFrom<Src, Scheme>>::Err>
Convert the given value into an approximately equivalent representation.
source§impl<Dst, Src, Scheme> ApproxInto<Dst, Scheme> for Srcwhere
Dst: ApproxFrom<Src, Scheme>,
Scheme: ApproxScheme,
impl<Dst, Src, Scheme> ApproxInto<Dst, Scheme> for Srcwhere
Dst: ApproxFrom<Src, Scheme>,
Scheme: ApproxScheme,
§type Err = <Dst as ApproxFrom<Src, Scheme>>::Err
type Err = <Dst as ApproxFrom<Src, Scheme>>::Err
The error type produced by a failed conversion.
source§fn approx_into(self) -> Result<Dst, <Src as ApproxInto<Dst, Scheme>>::Err>
fn approx_into(self) -> Result<Dst, <Src as ApproxInto<Dst, Scheme>>::Err>
Convert the subject into an approximately equivalent representation.
source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
source§impl<T, Dst> ConvAsUtil<Dst> for T
impl<T, Dst> ConvAsUtil<Dst> for T
source§impl<T> ConvUtil for T
impl<T> ConvUtil for T
source§fn approx_as<Dst>(self) -> Result<Dst, Self::Err>where
Self: Sized + ApproxInto<Dst>,
fn approx_as<Dst>(self) -> Result<Dst, Self::Err>where
Self: Sized + ApproxInto<Dst>,
Approximate the subject to a given type with the default scheme.
source§fn approx_as_by<Dst, Scheme>(self) -> Result<Dst, Self::Err>
fn approx_as_by<Dst, Scheme>(self) -> Result<Dst, Self::Err>
Approximate the subject to a given type with a specific scheme.
source§impl<T> IntoEither for T
impl<T> IntoEither for T
source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self
into a Left
variant of Either<Self, Self>
if into_left
is true
.
Converts self
into a Right
variant of Either<Self, Self>
otherwise. Read moresource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self
into a Left
variant of Either<Self, Self>
if into_left(&self)
returns true
.
Converts self
into a Right
variant of Either<Self, Self>
otherwise. Read more