Improve checking requirements for sorting column indices
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469765a4e5
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4a97989738
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@ -535,10 +535,6 @@ fn pattern_format_error_to_csc_error(err: SparsityPatternFormatError) -> SparseF
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use SparsityPatternFormatError::*;
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use SparsityPatternFormatError::*;
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match err {
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match err {
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DifferentValuesIndicesLengths => E::from_kind_and_msg(
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K::InvalidStructure,
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"Lengths of values and column indices are not equal.",
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),
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InvalidOffsetArrayLength => E::from_kind_and_msg(
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InvalidOffsetArrayLength => E::from_kind_and_msg(
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K::InvalidStructure,
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K::InvalidStructure,
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"Length of col offset array is not equal to ncols + 1.",
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"Length of col offset array is not equal to ncols + 1.",
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@ -5,13 +5,13 @@
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use crate::cs::{CsLane, CsLaneIter, CsLaneIterMut, CsLaneMut, CsMatrix};
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use crate::cs::{CsLane, CsLaneIter, CsLaneIterMut, CsLaneMut, CsMatrix};
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use crate::csc::CscMatrix;
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use crate::csc::CscMatrix;
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use crate::pattern::{SparsityPattern, SparsityPatternFormatError, SparsityPatternIter};
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use crate::pattern::{SparsityPattern, SparsityPatternFormatError, SparsityPatternIter};
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use crate::utils::{apply_permutation, first_and_last_offsets_are_ok};
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use crate::utils::apply_permutation;
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use crate::{SparseEntry, SparseEntryMut, SparseFormatError, SparseFormatErrorKind};
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use crate::{SparseEntry, SparseEntryMut, SparseFormatError, SparseFormatErrorKind};
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use nalgebra::Scalar;
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use nalgebra::Scalar;
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use num_traits::One;
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use num_traits::One;
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use num_traits::Zero;
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use num_traits::Zero;
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use std::slice::{Iter, IterMut};
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use std::slice::{Iter, IterMut};
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/// A CSR representation of a sparse matrix.
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/// A CSR representation of a sparse matrix.
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@ -190,39 +190,52 @@ impl<T> CsrMatrix<T> {
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where
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where
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T: Scalar + Zero,
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T: Scalar + Zero,
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{
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{
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use SparsityPatternFormatError::*;
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let count = col_indices.len();
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let mut p: Vec<usize> = (0..count).collect();
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let mut p: Vec<usize> = (0..col_indices.len()).collect();
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if col_indices.len() != values.len() {
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if col_indices.len() != values.len() {
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return (Err(DifferentValuesIndicesLengths)).map_err(pattern_format_error_to_csr_error);
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return Err(SparseFormatError::from_kind_and_msg(
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SparseFormatErrorKind::InvalidStructure,
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"Number of values and column indices must be the same",
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));
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}
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}
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if first_and_last_offsets_are_ok(&row_offsets, &col_indices) {
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if row_offsets.len() == 0 {
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for (index, &offset) in row_offsets[0..row_offsets.len() - 1].iter().enumerate() {
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return Err(SparseFormatError::from_kind_and_msg(
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p[offset..row_offsets[index + 1]].sort_by(|a, b| {
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SparseFormatErrorKind::InvalidStructure,
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let x = &col_indices[*a];
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"Number of offsets should be greater than 0",
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let y = &col_indices[*b];
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));
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x.partial_cmp(y).unwrap()
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}
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});
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for (index, &offset) in row_offsets[0..row_offsets.len() - 1].iter().enumerate() {
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let next_offset = row_offsets[index + 1];
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if next_offset > count {
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return Err(SparseFormatError::from_kind_and_msg(
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SparseFormatErrorKind::InvalidStructure,
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"No row offset should be greater than the number of column indices",
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));
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}
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}
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p[offset..next_offset].sort_by(|a, b| {
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// permute indices
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let x = &col_indices[*a];
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let sorted_col_indices: Vec<usize> = p.iter().map(|i| col_indices[*i]).collect();
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let y = &col_indices[*b];
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x.partial_cmp(y).unwrap()
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// permute values
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});
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let mut output: Vec<T> = vec![T::zero(); p.len()];
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apply_permutation(&mut output[..p.len()], &values[..p.len()], &p[..p.len()]);
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return Self::try_from_csr_data(
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num_rows,
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num_cols,
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row_offsets,
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sorted_col_indices,
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output,
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);
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}
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}
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return (Err(InvalidOffsetFirstLast)).map_err(pattern_format_error_to_csr_error);
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// permute indices
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let sorted_col_indices: Vec<usize> = p.iter().map(|i| col_indices[*i]).collect();
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// permute values
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let mut sorted_vaues: Vec<T> = vec![T::zero(); count];
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apply_permutation(&mut sorted_vaues[..count], &values[..count], &p[..count]);
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return Self::try_from_csr_data(
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num_rows,
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num_cols,
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row_offsets,
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sorted_col_indices,
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sorted_vaues,
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);
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}
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}
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/// Try to construct a CSR matrix from a sparsity pattern and associated non-zero values.
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/// Try to construct a CSR matrix from a sparsity pattern and associated non-zero values.
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@ -590,10 +603,6 @@ fn pattern_format_error_to_csr_error(err: SparsityPatternFormatError) -> SparseF
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use SparsityPatternFormatError::*;
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use SparsityPatternFormatError::*;
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match err {
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match err {
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DifferentValuesIndicesLengths => E::from_kind_and_msg(
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K::InvalidStructure,
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"Lengths of values and column indices are not equal.",
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),
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InvalidOffsetArrayLength => E::from_kind_and_msg(
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InvalidOffsetArrayLength => E::from_kind_and_msg(
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K::InvalidStructure,
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K::InvalidStructure,
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"Length of row offset array is not equal to nrows + 1.",
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"Length of row offset array is not equal to nrows + 1.",
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@ -149,9 +149,9 @@ pub mod csr;
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pub mod factorization;
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pub mod factorization;
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pub mod ops;
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pub mod ops;
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pub mod pattern;
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pub mod pattern;
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pub mod utils;
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pub(crate) mod cs;
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pub(crate) mod cs;
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pub(crate) mod utils;
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#[cfg(feature = "proptest-support")]
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#[cfg(feature = "proptest-support")]
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pub mod proptest;
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pub mod proptest;
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@ -1,6 +1,5 @@
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//! Sparsity patterns for CSR and CSC matrices.
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//! Sparsity patterns for CSR and CSC matrices.
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use crate::cs::transpose_cs;
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use crate::cs::transpose_cs;
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use crate::utils::first_and_last_offsets_are_ok;
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use crate::SparseFormatError;
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use crate::SparseFormatError;
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use std::error::Error;
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use std::error::Error;
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use std::fmt;
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use std::fmt;
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@ -133,8 +132,12 @@ impl SparsityPattern {
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}
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}
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// Check that the first and last offsets conform to the specification
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// Check that the first and last offsets conform to the specification
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if !first_and_last_offsets_are_ok(&major_offsets, &minor_indices) {
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{
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return Err(InvalidOffsetFirstLast);
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let first_offset_ok = *major_offsets.first().unwrap() == 0;
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let last_offset_ok = *major_offsets.last().unwrap() == minor_indices.len();
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if !first_offset_ok || !last_offset_ok {
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return Err(InvalidOffsetFirstLast);
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}
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}
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}
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// Test that each lane has strictly monotonically increasing minor indices, i.e.
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// Test that each lane has strictly monotonically increasing minor indices, i.e.
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@ -261,8 +264,6 @@ impl SparsityPattern {
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pub enum SparsityPatternFormatError {
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pub enum SparsityPatternFormatError {
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/// Indicates an invalid number of offsets.
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/// Indicates an invalid number of offsets.
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///
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///
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/// Indicates that column indices and values have different lengths.
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DifferentValuesIndicesLengths,
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/// The number of offsets must be equal to (major_dim + 1).
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/// The number of offsets must be equal to (major_dim + 1).
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InvalidOffsetArrayLength,
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InvalidOffsetArrayLength,
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/// Indicates that the first or last entry in the offset array did not conform to
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/// Indicates that the first or last entry in the offset array did not conform to
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@ -291,8 +292,7 @@ impl From<SparsityPatternFormatError> for SparseFormatError {
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use SparsityPatternFormatError::DuplicateEntry as PatternDuplicateEntry;
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use SparsityPatternFormatError::DuplicateEntry as PatternDuplicateEntry;
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use SparsityPatternFormatError::*;
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use SparsityPatternFormatError::*;
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match err {
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match err {
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DifferentValuesIndicesLengths
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InvalidOffsetArrayLength
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| InvalidOffsetArrayLength
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| InvalidOffsetFirstLast
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| InvalidOffsetFirstLast
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| NonmonotonicOffsets
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| NonmonotonicOffsets
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| NonmonotonicMinorIndices => {
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| NonmonotonicMinorIndices => {
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@ -313,9 +313,6 @@ impl From<SparsityPatternFormatError> for SparseFormatError {
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impl fmt::Display for SparsityPatternFormatError {
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impl fmt::Display for SparsityPatternFormatError {
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fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
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fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
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match self {
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match self {
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SparsityPatternFormatError::DifferentValuesIndicesLengths => {
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write!(f, "Lengths of values and column indices are not equal.")
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}
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SparsityPatternFormatError::InvalidOffsetArrayLength => {
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SparsityPatternFormatError::InvalidOffsetArrayLength => {
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write!(f, "Length of offset array is not equal to (major_dim + 1).")
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write!(f, "Length of offset array is not equal to (major_dim + 1).")
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}
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}
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@ -1,17 +1,5 @@
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//! Helper functions for sparse matrix computations
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//! Helper functions for sparse matrix computations
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/// Check that the first and last offsets conform to the specification of a CSR matrix
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#[inline]
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#[must_use]
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pub fn first_and_last_offsets_are_ok(
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major_offsets: &Vec<usize>,
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minor_indices: &Vec<usize>,
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) -> bool {
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let first_offset_ok = *major_offsets.first().unwrap() == 0;
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let last_offset_ok = *major_offsets.last().unwrap() == minor_indices.len();
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return first_offset_ok && last_offset_ok;
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}
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/// permutes entries of in_slice according to permutation slice and puts them to out_slice
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/// permutes entries of in_slice according to permutation slice and puts them to out_slice
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#[inline]
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#[inline]
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pub fn apply_permutation<T: Clone>(out_slice: &mut [T], in_slice: &[T], permutation: &[usize]) {
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pub fn apply_permutation<T: Clone>(out_slice: &mut [T], in_slice: &[T], permutation: &[usize]) {
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