[−][src]Struct light_curve_feature::PeriodogramPowerFft
"Fast" (FFT-based) periodogram executor
This algorithm spreads observer time series into uniform time grid using linear interpolation
and then uses FFT to obtain periodogram sums. This implementation returns estimation of
Lomb-Scargle periodogram that derives to the exact values while max_freq_factor
grows.
Asymptotic time is $O(N \log N)$, it is faster then
PeriodogramPowerDirect even for $N \gtrsim 10$.
Note that current implementation uses two-powered time grids and requires to estimate the best
FFT algorithm for each pair of grid size and working thread that can take several seconds,
especially for large grids.
The implementation is inspired by Numerical Recipes, Press et al., 1997, Section 13.8
Trait Implementations
impl Debug for PeriodogramPowerFft
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impl<T> PeriodogramPower<T> for PeriodogramPowerFft where
T: Float,
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T: Float,
fn power(
&self,
freq: &FreqGrid<T>,
ts: &mut TimeSeries<'_, '_, '_, T>
) -> Vec<T>
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&self,
freq: &FreqGrid<T>,
ts: &mut TimeSeries<'_, '_, '_, T>
) -> Vec<T>
Auto Trait Implementations
impl RefUnwindSafe for PeriodogramPowerFft
impl Send for PeriodogramPowerFft
impl Sync for PeriodogramPowerFft
impl Unpin for PeriodogramPowerFft
impl UnwindSafe for PeriodogramPowerFft
Blanket Implementations
impl<T> Any for T where
T: 'static + ?Sized,
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T: 'static + ?Sized,
impl<Src, Scheme> ApproxFrom<Src, Scheme> for Src where
Scheme: ApproxScheme,
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Scheme: ApproxScheme,
type Err = NoError
The error type produced by a failed conversion.
fn approx_from(src: Src) -> Result<Src, <Src as ApproxFrom<Src, Scheme>>::Err>
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impl<Dst, Src, Scheme> ApproxInto<Dst, Scheme> for Src where
Dst: ApproxFrom<Src, Scheme>,
Scheme: ApproxScheme,
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Dst: ApproxFrom<Src, Scheme>,
Scheme: ApproxScheme,
type Err = <Dst as ApproxFrom<Src, Scheme>>::Err
The error type produced by a failed conversion.
fn approx_into(self) -> Result<Dst, <Src as ApproxInto<Dst, Scheme>>::Err>
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impl<T> Borrow<T> for T where
T: ?Sized,
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T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
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T: ?Sized,
fn borrow_mut(&mut self) -> &mut T
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impl<T, Dst> ConvAsUtil<Dst> for T
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fn approx(self) -> Result<Dst, Self::Err> where
Self: ApproxInto<Dst, DefaultApprox>,
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Self: ApproxInto<Dst, DefaultApprox>,
fn approx_by<Scheme>(self) -> Result<Dst, Self::Err> where
Scheme: ApproxScheme,
Self: ApproxInto<Dst, Scheme>,
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Scheme: ApproxScheme,
Self: ApproxInto<Dst, Scheme>,
impl<T> ConvUtil for T
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fn approx_as<Dst>(self) -> Result<Dst, Self::Err> where
Self: ApproxInto<Dst, DefaultApprox>,
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Self: ApproxInto<Dst, DefaultApprox>,
fn approx_as_by<Dst, Scheme>(self) -> Result<Dst, Self::Err> where
Scheme: ApproxScheme,
Self: ApproxInto<Dst, Scheme>,
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Scheme: ApproxScheme,
Self: ApproxInto<Dst, Scheme>,
fn into_as<Dst>(self) -> Dst where
Self: Into<Dst>,
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Self: Into<Dst>,
fn try_as<Dst>(self) -> Result<Dst, Self::Err> where
Self: TryInto<Dst>,
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Self: TryInto<Dst>,
fn value_as<Dst>(self) -> Result<Dst, Self::Err> where
Self: ValueInto<Dst>,
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Self: ValueInto<Dst>,
impl<T> From<T> for T
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impl<T, U> Into<U> for T where
U: From<T>,
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U: From<T>,
impl<Src> TryFrom<Src> for Src
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type Err = NoError
The error type produced by a failed conversion.
fn try_from(src: Src) -> Result<Src, <Src as TryFrom<Src>>::Err>
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impl<T, U> TryFrom<U> for T where
U: Into<T>,
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U: Into<T>,
type Error = Infallible
The type returned in the event of a conversion error.
fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>
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impl<Src, Dst> TryInto<Dst> for Src where
Dst: TryFrom<Src>,
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Dst: TryFrom<Src>,
type Err = <Dst as TryFrom<Src>>::Err
The error type produced by a failed conversion.
fn try_into(self) -> Result<Dst, <Src as TryInto<Dst>>::Err>
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impl<T, U> TryInto<U> for T where
U: TryFrom<T>,
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U: TryFrom<T>,
type Error = <U as TryFrom<T>>::Error
The type returned in the event of a conversion error.
fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>
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impl<Src> ValueFrom<Src> for Src
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type Err = NoError
The error type produced by a failed conversion.
fn value_from(src: Src) -> Result<Src, <Src as ValueFrom<Src>>::Err>
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impl<Src, Dst> ValueInto<Dst> for Src where
Dst: ValueFrom<Src>,
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Dst: ValueFrom<Src>,