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SelfHealingJidoka

Struct SelfHealingJidoka 

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pub struct SelfHealingJidoka { /* private fields */ }
Expand description

Self-healing Jidoka controller for ML training [51][57].

Distinguishes between Andon (full stop) and auto-correction based on anomaly severity and correction history.

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impl SelfHealingJidoka

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pub fn new(max_auto_corrections: usize) -> Self

Create with maximum auto-correction limit.

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pub const fn with_max_same_type(self, max: usize) -> Self

Set maximum corrections of same type before escalation.

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pub fn classify_response(&self, anomaly: &TrainingAnomaly) -> JidokaResponse

Determine response based on anomaly type and history.

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pub fn generate_patch(&self, anomaly: &TrainingAnomaly) -> Option<RulePatch>

Generate corrective patch for anomaly.

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pub fn record_correction(&mut self, anomaly: &TrainingAnomaly, patch: RulePatch)

Record that a correction was applied.

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pub const fn correction_count(&self) -> usize

Get total correction count.

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pub fn applied_patches(&self) -> &[RulePatch]

Get applied patches.

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pub fn reset(&mut self)

Reset correction history.

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impl Clone for SelfHealingJidoka

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fn clone(&self) -> SelfHealingJidoka

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

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

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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 SelfHealingJidoka

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fn default() -> Self

Returns the “default value” for a type. Read more

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

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fn type_id(&self) -> TypeId

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

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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> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

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unsafe fn drop(ptr: usize)

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impl<T> Same for T

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type Output = T

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type Owned = T

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fn to_owned(&self) -> T

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fn clone_into(&self, target: &mut T)

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impl<T, U> TryFrom<U> for T
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type Error = Infallible

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

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fn vzip(self) -> V