Struct FactorizeOptions 

pub struct FactorizeOptions {
    pub alg: FactorizeAlg,
    pub canonical: Canonical,
    pub max_rank: Option<usize>,
    pub svd_policy: Option<SvdTruncationPolicy>,
    pub qr_rtol: Option<f64>,
}

Options for tensor factorization.

Controls the algorithm, canonical direction, and truncation parameters for TensorLike::factorize.

Defaults

• Algorithm: SVD
• Canonical: Left (left factor is orthogonal)
• max_rank: None (no rank limit)
• svd_policy: None (uses the SVD global default policy)
• qr_rtol: None (uses the QR global default tolerance)

Field Interactions

• svd_policy is only valid for FactorizeAlg::SVD.
• qr_rtol is only valid for FactorizeAlg::QR.
• max_rank is independent of the algorithm-specific tolerance settings.

Examples

use tensor4all_core::{
    factorize, Canonical, DynIndex, FactorizeOptions, TensorDynLen,
};

let i = DynIndex::new_dyn(4);
let j = DynIndex::new_dyn(4);
let mut data = vec![0.0_f64; 16];
data[0] = 1.0;  // rank-1 matrix
let tensor = TensorDynLen::from_dense(vec![i.clone(), j.clone()], data).unwrap();

// SVD with an explicit policy
let opts = FactorizeOptions::svd()
    .with_svd_policy(tensor4all_core::SvdTruncationPolicy::new(1e-10));
let result = factorize(&tensor, &[i.clone()], &opts).unwrap();
assert_eq!(result.rank, 1);

// QR with max-rank truncation
let opts = FactorizeOptions::qr().with_qr_rtol(1e-8).with_max_rank(2);
let result = factorize(&tensor, &[i.clone()], &opts).unwrap();
assert!(result.rank <= 2);

Fields

alg: FactorizeAlg

Factorization algorithm to use.

canonical: Canonical

Canonical direction.

max_rank: Option<usize>

Maximum rank for truncation. If None, no rank limit is applied.

svd_policy: Option<SvdTruncationPolicy>

SVD truncation policy. If None, uses the SVD global default.

qr_rtol: Option<f64>

QR-specific relative tolerance. If None, uses the QR global default.

Implementations

impl FactorizeOptions

pub fn svd() -> Self

Create options for SVD factorization.

Examples

use tensor4all_core::{FactorizeAlg, FactorizeOptions};

let opts = FactorizeOptions::svd();
assert_eq!(opts.alg, FactorizeAlg::SVD);

pub fn qr() -> Self

Create options for QR factorization.

Examples

use tensor4all_core::{FactorizeAlg, FactorizeOptions};

let opts = FactorizeOptions::qr();
assert_eq!(opts.alg, FactorizeAlg::QR);

pub fn lu() -> Self

Create options for LU factorization.

Examples

use tensor4all_core::{FactorizeAlg, FactorizeOptions};

let opts = FactorizeOptions::lu();
assert_eq!(opts.alg, FactorizeAlg::LU);

pub fn ci() -> Self

Create options for CI factorization.

Examples

use tensor4all_core::{FactorizeAlg, FactorizeOptions};

let opts = FactorizeOptions::ci();
assert_eq!(opts.alg, FactorizeAlg::CI);

pub fn with_canonical(self, canonical: Canonical) -> Self

Set canonical direction.

Examples

use tensor4all_core::{Canonical, FactorizeOptions};

let opts = FactorizeOptions::svd().with_canonical(Canonical::Right);
assert_eq!(opts.canonical, Canonical::Right);

pub fn with_svd_policy(self, policy: SvdTruncationPolicy) -> Self

Set the SVD truncation policy.

Examples

use tensor4all_core::{FactorizeOptions, SvdTruncationPolicy};

let opts = FactorizeOptions::svd().with_svd_policy(SvdTruncationPolicy::new(1e-8));
assert_eq!(opts.svd_policy, Some(SvdTruncationPolicy::new(1e-8)));

pub fn with_qr_rtol(self, rtol: f64) -> Self

Set the QR-specific relative tolerance.

Examples

use tensor4all_core::FactorizeOptions;

let opts = FactorizeOptions::qr().with_qr_rtol(1e-8);
assert_eq!(opts.qr_rtol, Some(1e-8));

pub fn with_max_rank(self, max_rank: usize) -> Self

Set maximum rank.

Examples

use tensor4all_core::FactorizeOptions;

let opts = FactorizeOptions::svd().with_max_rank(10);
assert_eq!(opts.max_rank, Some(10));

pub fn validate(&self) -> Result<(), FactorizeError>

Validate that the selected fields make sense for the chosen algorithm.

Errors

Returns FactorizeError::InvalidOptions if an algorithm is paired with unsupported algorithm-specific truncation settings.

Trait Implementations

impl Clone for FactorizeOptions

fn clone(&self) -> FactorizeOptions

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for FactorizeOptions

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

Formats the value using the given formatter.

impl Default for FactorizeOptions

fn default() -> Self

Returns the “default value” for a type.