Rename CsrMatrix::get(_mut) to get_entry(_mut) and change semantics
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@ -1,6 +1,5 @@
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//! An implementation of the CSR sparse matrix format.
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use crate::{SparseFormatError, SparseFormatErrorKind};
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use crate::{SparseFormatError, SparseFormatErrorKind, SparseEntry, SparseEntryMut};
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use crate::pattern::{SparsityPattern, SparsityPatternFormatError, SparsityPatternIter};
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use crate::csc::CscMatrix;
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@ -298,40 +297,79 @@ impl<T> CsrMatrix<T> {
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pub fn pattern(&self) -> &Arc<SparsityPattern> {
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&self.sparsity_pattern
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}
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}
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impl<T: Clone + Zero> CsrMatrix<T> {
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/// Return the value in the matrix at the given global row/col indices, or `None` if out of
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/// bounds.
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///
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/// If the indices are in bounds, but no explicitly stored entry is associated with it,
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/// `T::zero()` is returned. Note that this method offers no way of distinguishing
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/// explicitly stored zero entries from zero values that are only implicitly represented.
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///
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/// Each call to this function incurs the cost of a binary search among the explicitly
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/// stored column entries for the given row.
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#[inline]
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pub fn get(&self, row_index: usize, col_index: usize) -> Option<T> {
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self.get_row(row_index)?.get(col_index)
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}
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/// Same as `get`, but panics if indices are out of bounds.
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///
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/// Panics
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/// ------
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/// Panics if either index is out of bounds.
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#[inline]
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pub fn index(&self, row_index: usize, col_index: usize) -> T {
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self.get(row_index, col_index).unwrap()
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}
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/// Reinterprets the CSR matrix as its transpose represented by a CSC matrix.
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///
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/// This operation does not touch the CSR data, and is effectively a no-op.
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pub fn transpose_as_csc(self) -> CscMatrix<T> {
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let pattern = self.sparsity_pattern;
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let values = self.values;
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CscMatrix::try_from_pattern_and_values(pattern, values).unwrap()
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}
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/// Returns an entry for the given row/col indices, or `None` if the indices are out of bounds.
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///
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/// Each call to this function incurs the cost of a binary search among the explicitly
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/// stored column entries for the given row.
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pub fn get_entry(&self, row_index: usize, col_index: usize) -> Option<SparseEntry<T>> {
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let row_range = self.get_index_range(row_index)?;
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let col_indices = &self.col_indices()[row_range.clone()];
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let values = &self.values()[row_range];
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get_entry_from_slices(self.ncols(), col_indices, values, col_index)
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}
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/// Returns a mutable entry for the given row/col indices, or `None` if the indices are out
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/// of bounds.
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///
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/// Each call to this function incurs the cost of a binary search among the explicitly
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/// stored column entries for the given row.
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pub fn get_entry_mut(&mut self, row_index: usize, col_index: usize)
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-> Option<SparseEntryMut<T>> {
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let row_range = self.get_index_range(row_index)?;
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let ncols = self.ncols();
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let (_, col_indices, values) = self.csr_data_mut();
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let col_indices = &col_indices[row_range.clone()];
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let values = &mut values[row_range];
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get_mut_entry_from_slices(ncols, col_indices, values, col_index)
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}
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/// Returns an entry for the given row/col indices.
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///
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/// Same as `get_entry`, except that it directly panics upon encountering row/col indices
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/// out of bounds.
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///
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/// Panics
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/// ------
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/// Panics if `row_index` or `col_index` is out of bounds.
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pub fn index_entry(&self, row_index: usize, col_index: usize) -> SparseEntry<T> {
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self.get_entry(row_index, col_index)
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.expect("Out of bounds matrix indices encountered")
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}
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/// Returns a mutable entry for the given row/col indices.
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///
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/// Same as `get_entry_mut`, except that it directly panics upon encountering row/col indices
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/// out of bounds.
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///
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/// Panics
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/// ------
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/// Panics if `row_index` or `col_index` is out of bounds.
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pub fn index_entry_mut(&mut self, row_index: usize, col_index: usize) -> SparseEntryMut<T> {
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self.get_entry_mut(row_index, col_index)
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.expect("Out of bounds matrix indices encountered")
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}
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/// Returns a triplet of slices `(row_offsets, col_indices, values)` that make up the CSR data.
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pub fn csr_data(&self) -> (&[usize], &[usize], &[T]) {
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(self.row_offsets(), self.col_indices(), self.values())
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}
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/// Returns a triplet of slices `(row_offsets, col_indices, values)` that make up the CSR data,
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/// where the `values` array is mutable.
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pub fn csr_data_mut(&mut self) -> (&[usize], &[usize], &mut [T]) {
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let pattern = self.sparsity_pattern.as_ref();
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(pattern.major_offsets(), pattern.minor_indices(), &mut self.values)
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}
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}
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impl<T> CsrMatrix<T>
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@ -465,32 +503,46 @@ macro_rules! impl_csr_row_common_methods {
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pub fn values(&self) -> &[T] {
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self.values
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}
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}
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impl<'a, T: Clone + Zero> $name {
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/// Return the value in the matrix at the given global column index, or `None` if out of
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/// bounds.
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///
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/// If the index is in bounds, but no explicitly stored entry is associated with it,
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/// `T::zero()` is returned. Note that this method offers no way of distinguishing
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/// explicitly stored zero entries from zero values that are only implicitly represented.
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/// Returns an entry for the given global column index.
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///
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/// Each call to this function incurs the cost of a binary search among the explicitly
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/// stored column entries for the current row.
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pub fn get(&self, global_col_index: usize) -> Option<T> {
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let local_index = self.col_indices().binary_search(&global_col_index);
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if let Ok(local_index) = local_index {
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Some(self.values[local_index].clone())
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} else if global_col_index < self.ncols {
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Some(T::zero())
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} else {
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None
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}
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/// stored column entries.
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pub fn get_entry(&self, global_col_index: usize) -> Option<SparseEntry<T>> {
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get_entry_from_slices(self.ncols, self.col_indices, self.values, global_col_index)
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}
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}
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}
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}
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fn get_entry_from_slices<'a, T>(ncols: usize,
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col_indices: &'a [usize],
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values: &'a [T],
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global_col_index: usize) -> Option<SparseEntry<'a, T>> {
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let local_index = col_indices.binary_search(&global_col_index);
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if let Ok(local_index) = local_index {
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Some(SparseEntry::NonZero(&values[local_index]))
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} else if global_col_index < ncols {
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Some(SparseEntry::Zero)
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} else {
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None
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}
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}
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fn get_mut_entry_from_slices<'a, T>(ncols: usize,
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col_indices: &'a [usize],
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values: &'a mut [T],
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global_col_index: usize) -> Option<SparseEntryMut<'a, T>> {
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let local_index = col_indices.binary_search(&global_col_index);
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if let Ok(local_index) = local_index {
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Some(SparseEntryMut::NonZero(&mut values[local_index]))
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} else if global_col_index < ncols {
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Some(SparseEntryMut::Zero)
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} else {
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None
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}
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}
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impl_csr_row_common_methods!(CsrRow<'a, T>);
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impl_csr_row_common_methods!(CsrRowMut<'a, T>);
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@ -508,6 +560,11 @@ impl<'a, T> CsrRowMut<'a, T> {
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pub fn cols_and_values_mut(&mut self) -> (&[usize], &mut [T]) {
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(self.col_indices, self.values)
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}
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/// Returns a mutable entry for the given global column index.
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pub fn get_entry_mut(&mut self, global_col_index: usize) -> Option<SparseEntryMut<T>> {
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get_mut_entry_from_slices(self.ncols, self.col_indices, self.values, global_col_index)
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}
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}
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/// Row iterator for [CsrMatrix](struct.CsrMatrix.html).
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@ -95,6 +95,7 @@ pub mod proptest;
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use std::error::Error;
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use std::fmt;
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use num_traits::Zero;
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/// Errors produced by functions that expect well-formed sparse format data.
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#[derive(Debug)]
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@ -148,4 +149,42 @@ impl fmt::Display for SparseFormatError {
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}
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}
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impl Error for SparseFormatError {}
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impl Error for SparseFormatError {}
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/// TODO
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#[derive(Debug, PartialEq, Eq)]
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pub enum SparseEntry<'a, T> {
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/// TODO
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NonZero(&'a T),
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/// TODO
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Zero
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}
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impl<'a, T: Clone + Zero> SparseEntry<'a, T> {
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/// TODO
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pub fn to_value(self) -> T {
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match self {
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SparseEntry::NonZero(value) => value.clone(),
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SparseEntry::Zero => T::zero()
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}
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}
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}
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/// TODO
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#[derive(Debug, PartialEq, Eq)]
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pub enum SparseEntryMut<'a, T> {
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/// TODO
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NonZero(&'a mut T),
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/// TODO
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Zero
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}
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impl<'a, T: Clone + Zero> SparseEntryMut<'a, T> {
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/// TODO
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pub fn to_value(self) -> T {
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match self {
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SparseEntryMut::NonZero(value) => value.clone(),
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SparseEntryMut::Zero => T::zero()
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}
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}
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}
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