CscMatrixView

Struct CscMatrixView 

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pub struct CscMatrixView<'a, T>(/* private fields */);
Expand description

Compressed Sparse Column (CSC) Matrix View.

CSC format is optimized for column-wise operations and is the transpose of CSR format. It stores non-zero elements column by column, making it efficient for:

  • Column access and iteration
  • Column-based computations
  • Matrix operations that benefit from column-wise access

This is a view type that provides efficient read-only access to matrix data without allocation.

§Examples

use algebra_sparse::CsrMatrix;
use nalgebra::DMatrix;

let dense = DMatrix::from_row_slice(2, 2, &[1.0, 2.0, 3.0, 4.0]);
let csr = CsrMatrix::from_dense(dense.as_view());
let csc = csr.as_view().transpose();

// Access columns
for col_idx in 0..csc.ncols() {
    let col = csc.get_col(col_idx);
    for (row, val) in col.iter() {
        println!("({}, {})", row, val);
    }
}

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impl<'a, T> CscMatrixView<'a, T>
where T: Real,

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pub fn nrows(&self) -> usize

Returns the number of rows in the matrix.

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pub fn ncols(&self) -> usize

Returns the number of columns in the matrix.

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pub fn get_col(&self, col_index: usize) -> CsVecRef<'a, T>

Gets a column as a sparse vector.

§Arguments
  • col_index - Index of the column to retrieve
§Returns

A CsVecRef representing the sparse vector for this column

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pub fn transpose(&self) -> CsrMatrixView<'a, T>

Transposes to a CsrMatrixView.

This is a zero-cost operation that only changes the interpretation of the data. No data is copied or moved.

§Returns

A CSR view of the same matrix data

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pub fn to_dense(&self) -> DMatrix<T>

Converts to a dense matrix.

This allocates a new dense matrix and copies all non-zero elements.

§Returns

A dense DMatrix containing the same data

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impl<'a, T: Clone> Clone for CscMatrixView<'a, T>

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fn clone(&self) -> CscMatrixView<'a, T>

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<'a, T: Real> Mul<CscMatrixView<'a, T>> for CsrMatrixView<'a, T>

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type Output = CsrMatrix<T>

The resulting type after applying the * operator.
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fn mul(self, rhs: CscMatrixView<'a, T>) -> Self::Output

Performs the * operation. Read more
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impl<'a, T: Real> Mul<Matrix<T, Dyn, Const<1>, ViewStorage<'a, T, Dyn, Const<1>, Const<1>, Dyn>>> for CscMatrixView<'a, T>

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type Output = Matrix<T, Dyn, Const<1>, VecStorage<T, Dyn, Const<1>>>

The resulting type after applying the * operator.
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fn mul(self, rhs: DVectorView<'a, T>) -> Self::Output

Performs the * operation. Read more
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impl<'a, T: Copy> Copy for CscMatrixView<'a, T>

Auto Trait Implementations§

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impl<'a, T> Freeze for CscMatrixView<'a, T>

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impl<'a, T> RefUnwindSafe for CscMatrixView<'a, T>
where T: RefUnwindSafe,

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impl<'a, T> Send for CscMatrixView<'a, T>
where T: Sync,

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impl<'a, T> Sync for CscMatrixView<'a, T>
where T: Sync,

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impl<'a, T> Unpin for CscMatrixView<'a, T>

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impl<'a, T> UnwindSafe for CscMatrixView<'a, T>
where T: RefUnwindSafe,

Blanket Implementations§

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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.