Subscripts

Struct Subscripts 

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pub struct Subscripts {
    pub inputs: Vec<Vec<u32>>,
    pub output: Vec<u32>,
}
Expand description

Einsum subscripts using integer labels (omeinsum-rs compatible).

Each dimension is represented by a u32 label. Labels shared across multiple input tensors are contracted (summed over). Labels present only in the output are free indices.

§Examples

use tenferro_einsum::Subscripts;

// Matrix multiplication: C_{ik} = Σ_j A_{ij} * B_{jk}
let subs = Subscripts::new(&[&[0, 1], &[1, 2]], &[0, 2]);
assert_eq!(subs.inputs.len(), 2);
assert_eq!(subs.output, vec![0, 2]);
use tenferro_einsum::Subscripts;

// Parse from string notation
let subs = Subscripts::parse("ij,jk->ik").unwrap();
assert_eq!(subs.inputs.len(), 2);

Fields§

§inputs: Vec<Vec<u32>>

Index labels for each input tensor.

§output: Vec<u32>

Index labels for the output tensor.

Implementations§

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impl Subscripts

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pub fn new(inputs: &[&[u32]], output: &[u32]) -> Self

Create subscripts from integer label arrays.

§Arguments
  • inputs — Index labels for each input tensor
  • output — Index labels for the output tensor
Source

pub fn parse(notation: &str) -> Result<Self>

Parse subscripts from NumPy/PyTorch-style string notation.

Each character (az, AZ) represents a dimension label. Input tensors are separated by commas, and -> separates inputs from the output.

Parentheses can be used to specify contraction order explicitly. Grouped operands are contracted first, enabling manual control over the pairwise contraction sequence without using ContractionTree::from_pairs.

§Examples
  • "ij,jk->ik" — matrix multiplication
  • "ii->i" — diagonal extraction
  • "ijk->" — full contraction (scalar result)
  • "ij,(jk,kl)->il" — contract B and C first, then with A
§Errors

Returns an error if the notation is malformed.

Trait Implementations§

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impl Clone for Subscripts

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fn clone(&self) -> Subscripts

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

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

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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<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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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

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impl<T, U> TryFrom<U> for 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

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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.