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PyEnergyTracker

Struct PyEnergyTracker 

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pub struct PyEnergyTracker {
    pub history: Vec<(f64, f64, f64, f64)>,
    pub capacity: usize,
    pub anomaly_threshold: f64,
    pub anomalies: Vec<(usize, f64)>,
}
Expand description

Tracks kinetic, potential, and total energy over time.

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§history: Vec<(f64, f64, f64, f64)>

Time series of (time, KE, PE, total).

§capacity: usize

Maximum history size.

§anomaly_threshold: f64

Jump threshold for anomaly detection (energy change ratio).

§anomalies: Vec<(usize, f64)>

Detected energy anomalies (step_index, delta_energy).

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impl PyEnergyTracker

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pub fn new(capacity: usize, anomaly_threshold: f64) -> Self

Create a new tracker.

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pub fn record(&mut self, time: f64, ke: f64, pe: f64)

Record a step’s energy.

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pub fn mean_ke(&self) -> f64

Mean kinetic energy.

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pub fn mean_total(&self) -> f64

Mean total energy.

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pub fn latest_total(&self) -> f64

Latest total energy (or 0).

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pub fn has_anomalies(&self) -> bool

True if any anomalies were detected.

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impl Clone for PyEnergyTracker

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fn clone(&self) -> PyEnergyTracker

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for PyEnergyTracker

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for PyEnergyTracker

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fn default() -> PyEnergyTracker

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for PyEnergyTracker

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for PyEnergyTracker

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> Same for T

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type Output = T

Should always be Self
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impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

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fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more
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fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).
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fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.
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fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.
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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,