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authorValentin Popov <valentin@popov.link>2024-01-08 00:21:28 +0300
committerValentin Popov <valentin@popov.link>2024-01-08 00:21:28 +0300
commit1b6a04ca5504955c571d1c97504fb45ea0befee4 (patch)
tree7579f518b23313e8a9748a88ab6173d5e030b227 /vendor/textwrap/src/wrap_algorithms
parent5ecd8cf2cba827454317368b68571df0d13d7842 (diff)
downloadfparkan-1b6a04ca5504955c571d1c97504fb45ea0befee4.tar.xz
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Initial vendor packages
Signed-off-by: Valentin Popov <valentin@popov.link>
Diffstat (limited to 'vendor/textwrap/src/wrap_algorithms')
-rw-r--r--vendor/textwrap/src/wrap_algorithms/optimal_fit.rs433
1 files changed, 433 insertions, 0 deletions
diff --git a/vendor/textwrap/src/wrap_algorithms/optimal_fit.rs b/vendor/textwrap/src/wrap_algorithms/optimal_fit.rs
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+use std::cell::RefCell;
+
+use crate::core::Fragment;
+
+/// Penalties for
+/// [`WrapAlgorithm::OptimalFit`](crate::WrapAlgorithm::OptimalFit)
+/// and [`wrap_optimal_fit`].
+///
+/// This wrapping algorithm in [`wrap_optimal_fit`] considers the
+/// entire paragraph to find optimal line breaks. When wrapping text,
+/// "penalties" are assigned to line breaks based on the gaps left at
+/// the end of lines. The penalties are given by this struct, with
+/// [`Penalties::default`] assigning penalties that work well for
+/// monospace text.
+///
+/// If you are wrapping proportional text, you are advised to assign
+/// your own penalties according to your font size. See the individual
+/// penalties below for details.
+///
+/// **Note:** Only available when the `smawk` Cargo feature is
+/// enabled.
+#[derive(Clone, Copy, Debug)]
+pub struct Penalties {
+ /// Per-line penalty. This is added for every line, which makes it
+ /// expensive to output more lines than the minimum required.
+ pub nline_penalty: usize,
+
+ /// Per-character cost for lines that overflow the target line width.
+ ///
+ /// With a default value of 50², every single character costs as
+ /// much as leaving a gap of 50 characters behind. This is because
+ /// we assign as cost of `gap * gap` to a short line. When
+ /// wrapping monospace text, we can overflow the line by 1
+ /// character in extreme cases:
+ ///
+ /// ```
+ /// use textwrap::core::Word;
+ /// use textwrap::wrap_algorithms::{wrap_optimal_fit, Penalties};
+ ///
+ /// let short = "foo ";
+ /// let long = "x".repeat(50);
+ /// let length = (short.len() + long.len()) as f64;
+ /// let fragments = vec![Word::from(short), Word::from(&long)];
+ /// let penalties = Penalties::new();
+ ///
+ /// // Perfect fit, both words are on a single line with no overflow.
+ /// let wrapped = wrap_optimal_fit(&fragments, &[length], &penalties).unwrap();
+ /// assert_eq!(wrapped, vec![&[Word::from(short), Word::from(&long)]]);
+ ///
+ /// // The words no longer fit, yet we get a single line back. While
+ /// // the cost of overflow (`1 * 2500`) is the same as the cost of the
+ /// // gap (`50 * 50 = 2500`), the tie is broken by `nline_penalty`
+ /// // which makes it cheaper to overflow than to use two lines.
+ /// let wrapped = wrap_optimal_fit(&fragments, &[length - 1.0], &penalties).unwrap();
+ /// assert_eq!(wrapped, vec![&[Word::from(short), Word::from(&long)]]);
+ ///
+ /// // The cost of overflow would be 2 * 2500, whereas the cost of
+ /// // the gap is only `49 * 49 + nline_penalty = 2401 + 1000 =
+ /// // 3401`. We therefore get two lines.
+ /// let wrapped = wrap_optimal_fit(&fragments, &[length - 2.0], &penalties).unwrap();
+ /// assert_eq!(wrapped, vec![&[Word::from(short)],
+ /// &[Word::from(&long)]]);
+ /// ```
+ ///
+ /// This only happens if the overflowing word is 50 characters
+ /// long _and_ if the word overflows the line by exactly one
+ /// character. If it overflows by more than one character, the
+ /// overflow penalty will quickly outgrow the cost of the gap, as
+ /// seen above.
+ pub overflow_penalty: usize,
+
+ /// When should the a single word on the last line be considered
+ /// "too short"?
+ ///
+ /// If the last line of the text consist of a single word and if
+ /// this word is shorter than `1 / short_last_line_fraction` of
+ /// the line width, then the final line will be considered "short"
+ /// and `short_last_line_penalty` is added as an extra penalty.
+ ///
+ /// The effect of this is to avoid a final line consisting of a
+ /// single small word. For example, with a
+ /// `short_last_line_penalty` of 25 (the default), a gap of up to
+ /// 5 columns will be seen as more desirable than having a final
+ /// short line.
+ ///
+ /// ## Examples
+ ///
+ /// ```
+ /// use textwrap::{wrap, wrap_algorithms, Options, WrapAlgorithm};
+ ///
+ /// let text = "This is a demo of the short last line penalty.";
+ ///
+ /// // The first-fit algorithm leaves a single short word on the last line:
+ /// assert_eq!(wrap(text, Options::new(37).wrap_algorithm(WrapAlgorithm::FirstFit)),
+ /// vec!["This is a demo of the short last line",
+ /// "penalty."]);
+ ///
+ /// #[cfg(feature = "smawk")] {
+ /// let mut penalties = wrap_algorithms::Penalties::new();
+ ///
+ /// // Since "penalty." is shorter than 25% of the line width, the
+ /// // optimal-fit algorithm adds a penalty of 25. This is enough
+ /// // to move "line " down:
+ /// assert_eq!(wrap(text, Options::new(37).wrap_algorithm(WrapAlgorithm::OptimalFit(penalties))),
+ /// vec!["This is a demo of the short last",
+ /// "line penalty."]);
+ ///
+ /// // We can change the meaning of "short" lines. Here, only words
+ /// // shorter than 1/10th of the line width will be considered short:
+ /// penalties.short_last_line_fraction = 10;
+ /// assert_eq!(wrap(text, Options::new(37).wrap_algorithm(WrapAlgorithm::OptimalFit(penalties))),
+ /// vec!["This is a demo of the short last line",
+ /// "penalty."]);
+ ///
+ /// // If desired, the penalty can also be disabled:
+ /// penalties.short_last_line_fraction = 4;
+ /// penalties.short_last_line_penalty = 0;
+ /// assert_eq!(wrap(text, Options::new(37).wrap_algorithm(WrapAlgorithm::OptimalFit(penalties))),
+ /// vec!["This is a demo of the short last line",
+ /// "penalty."]);
+ /// }
+ /// ```
+ pub short_last_line_fraction: usize,
+
+ /// Penalty for a last line with a single short word.
+ ///
+ /// Set this to zero if you do not want to penalize short last lines.
+ pub short_last_line_penalty: usize,
+
+ /// Penalty for lines ending with a hyphen.
+ pub hyphen_penalty: usize,
+}
+
+impl Penalties {
+ /// Default penalties for monospace text.
+ ///
+ /// The penalties here work well for monospace text. This is
+ /// because they expect the gaps at the end of lines to be roughly
+ /// in the range `0..100`. If the gaps are larger, the
+ /// `overflow_penalty` and `hyphen_penalty` become insignificant.
+ pub const fn new() -> Self {
+ Penalties {
+ nline_penalty: 1000,
+ overflow_penalty: 50 * 50,
+ short_last_line_fraction: 4,
+ short_last_line_penalty: 25,
+ hyphen_penalty: 25,
+ }
+ }
+}
+
+impl Default for Penalties {
+ fn default() -> Self {
+ Self::new()
+ }
+}
+
+/// Cache for line numbers. This is necessary to avoid a O(n**2)
+/// behavior when computing line numbers in [`wrap_optimal_fit`].
+struct LineNumbers {
+ line_numbers: RefCell<Vec<usize>>,
+}
+
+impl LineNumbers {
+ fn new(size: usize) -> Self {
+ let mut line_numbers = Vec::with_capacity(size);
+ line_numbers.push(0);
+ LineNumbers {
+ line_numbers: RefCell::new(line_numbers),
+ }
+ }
+
+ fn get<T>(&self, i: usize, minima: &[(usize, T)]) -> usize {
+ while self.line_numbers.borrow_mut().len() < i + 1 {
+ let pos = self.line_numbers.borrow().len();
+ let line_number = 1 + self.get(minima[pos].0, minima);
+ self.line_numbers.borrow_mut().push(line_number);
+ }
+
+ self.line_numbers.borrow()[i]
+ }
+}
+
+/// Overflow error during the [`wrap_optimal_fit`] computation.
+#[derive(Debug, PartialEq, Eq)]
+pub struct OverflowError;
+
+impl std::fmt::Display for OverflowError {
+ fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+ write!(f, "wrap_optimal_fit cost computation overflowed")
+ }
+}
+
+impl std::error::Error for OverflowError {}
+
+/// Wrap abstract fragments into lines with an optimal-fit algorithm.
+///
+/// The `line_widths` slice gives the target line width for each line
+/// (the last slice element is repeated as necessary). This can be
+/// used to implement hanging indentation.
+///
+/// The fragments must already have been split into the desired
+/// widths, this function will not (and cannot) attempt to split them
+/// further when arranging them into lines.
+///
+/// # Optimal-Fit Algorithm
+///
+/// The algorithm considers all possible break points and picks the
+/// breaks which minimizes the gaps at the end of each line. More
+/// precisely, the algorithm assigns a cost or penalty to each break
+/// point, determined by `cost = gap * gap` where `gap = target_width -
+/// line_width`. Shorter lines are thus penalized more heavily since
+/// they leave behind a larger gap.
+///
+/// We can illustrate this with the text “To be, or not to be: that is
+/// the question”. We will be wrapping it in a narrow column with room
+/// for only 10 characters. The [greedy
+/// algorithm](super::wrap_first_fit) will produce these lines, each
+/// annotated with the corresponding penalty:
+///
+/// ```text
+/// "To be, or" 1² = 1
+/// "not to be:" 0² = 0
+/// "that is" 3² = 9
+/// "the" 7² = 49
+/// "question" 2² = 4
+/// ```
+///
+/// We see that line four with “the” leaves a gap of 7 columns, which
+/// gives it a penalty of 49. The sum of the penalties is 63.
+///
+/// There are 10 words, which means that there are `2_u32.pow(9)` or
+/// 512 different ways to typeset it. We can compute
+/// the sum of the penalties for each possible line break and search
+/// for the one with the lowest sum:
+///
+/// ```text
+/// "To be," 4² = 16
+/// "or not to" 1² = 1
+/// "be: that" 2² = 4
+/// "is the" 4² = 16
+/// "question" 2² = 4
+/// ```
+///
+/// The sum of the penalties is 41, which is better than what the
+/// greedy algorithm produced.
+///
+/// Searching through all possible combinations would normally be
+/// prohibitively slow. However, it turns out that the problem can be
+/// formulated as the task of finding column minima in a cost matrix.
+/// This matrix has a special form (totally monotone) which lets us
+/// use a [linear-time algorithm called
+/// SMAWK](https://lib.rs/crates/smawk) to find the optimal break
+/// points.
+///
+/// This means that the time complexity remains O(_n_) where _n_ is
+/// the number of words. Compared to
+/// [`wrap_first_fit`](super::wrap_first_fit), this function is about
+/// 4 times slower.
+///
+/// The optimization of per-line costs over the entire paragraph is
+/// inspired by the line breaking algorithm used in TeX, as described
+/// in the 1981 article [_Breaking Paragraphs into
+/// Lines_](http://www.eprg.org/G53DOC/pdfs/knuth-plass-breaking.pdf)
+/// by Knuth and Plass. The implementation here is based on [Python
+/// code by David
+/// Eppstein](https://github.com/jfinkels/PADS/blob/master/pads/wrap.py).
+///
+/// # Errors
+///
+/// In case of an overflow during the cost computation, an `Err` is
+/// returned. Overflows happens when fragments or lines have infinite
+/// widths (`f64::INFINITY`) or if the widths are so large that the
+/// gaps at the end of lines have sizes larger than `f64::MAX.sqrt()`
+/// (approximately 1e154):
+///
+/// ```
+/// use textwrap::core::Fragment;
+/// use textwrap::wrap_algorithms::{wrap_optimal_fit, OverflowError, Penalties};
+///
+/// #[derive(Debug, PartialEq)]
+/// struct Word(f64);
+///
+/// impl Fragment for Word {
+/// fn width(&self) -> f64 { self.0 }
+/// fn whitespace_width(&self) -> f64 { 1.0 }
+/// fn penalty_width(&self) -> f64 { 0.0 }
+/// }
+///
+/// // Wrapping overflows because 1e155 * 1e155 = 1e310, which is
+/// // larger than f64::MAX:
+/// assert_eq!(wrap_optimal_fit(&[Word(0.0), Word(0.0)], &[1e155], &Penalties::default()),
+/// Err(OverflowError));
+/// ```
+///
+/// When using fragment widths and line widths which fit inside an
+/// `u64`, overflows cannot happen. This means that fragments derived
+/// from a `&str` cannot cause overflows.
+///
+/// **Note:** Only available when the `smawk` Cargo feature is
+/// enabled.
+pub fn wrap_optimal_fit<'a, 'b, T: Fragment>(
+ fragments: &'a [T],
+ line_widths: &'b [f64],
+ penalties: &'b Penalties,
+) -> Result<Vec<&'a [T]>, OverflowError> {
+ // The final line width is used for all remaining lines.
+ let default_line_width = line_widths.last().copied().unwrap_or(0.0);
+ let mut widths = Vec::with_capacity(fragments.len() + 1);
+ let mut width = 0.0;
+ widths.push(width);
+ for fragment in fragments {
+ width += fragment.width() + fragment.whitespace_width();
+ widths.push(width);
+ }
+
+ let line_numbers = LineNumbers::new(fragments.len());
+
+ let minima = smawk::online_column_minima(0.0, widths.len(), |minima, i, j| {
+ // Line number for fragment `i`.
+ let line_number = line_numbers.get(i, minima);
+ let line_width = line_widths
+ .get(line_number)
+ .copied()
+ .unwrap_or(default_line_width);
+ let target_width = line_width.max(1.0);
+
+ // Compute the width of a line spanning fragments[i..j] in
+ // constant time. We need to adjust widths[j] by subtracting
+ // the whitespace of fragment[j-1] and then add the penalty.
+ let line_width = widths[j] - widths[i] - fragments[j - 1].whitespace_width()
+ + fragments[j - 1].penalty_width();
+
+ // We compute cost of the line containing fragments[i..j]. We
+ // start with values[i].1, which is the optimal cost for
+ // breaking before fragments[i].
+ //
+ // First, every extra line cost NLINE_PENALTY.
+ let mut cost = minima[i].1 + penalties.nline_penalty as f64;
+
+ // Next, we add a penalty depending on the line length.
+ if line_width > target_width {
+ // Lines that overflow get a hefty penalty.
+ let overflow = line_width - target_width;
+ cost += overflow * penalties.overflow_penalty as f64;
+ } else if j < fragments.len() {
+ // Other lines (except for the last line) get a milder
+ // penalty which depend on the size of the gap.
+ let gap = target_width - line_width;
+ cost += gap * gap;
+ } else if i + 1 == j
+ && line_width < target_width / penalties.short_last_line_fraction as f64
+ {
+ // The last line can have any size gap, but we do add a
+ // penalty if the line is very short (typically because it
+ // contains just a single word).
+ cost += penalties.short_last_line_penalty as f64;
+ }
+
+ // Finally, we discourage hyphens.
+ if fragments[j - 1].penalty_width() > 0.0 {
+ // TODO: this should use a penalty value from the fragment
+ // instead.
+ cost += penalties.hyphen_penalty as f64;
+ }
+
+ cost
+ });
+
+ for (_, cost) in &minima {
+ if cost.is_infinite() {
+ return Err(OverflowError);
+ }
+ }
+
+ let mut lines = Vec::with_capacity(line_numbers.get(fragments.len(), &minima));
+ let mut pos = fragments.len();
+ loop {
+ let prev = minima[pos].0;
+ lines.push(&fragments[prev..pos]);
+ pos = prev;
+ if pos == 0 {
+ break;
+ }
+ }
+
+ lines.reverse();
+ Ok(lines)
+}
+
+#[cfg(test)]
+mod tests {
+ use super::*;
+
+ #[derive(Debug, PartialEq)]
+ struct Word(f64);
+
+ #[rustfmt::skip]
+ impl Fragment for Word {
+ fn width(&self) -> f64 { self.0 }
+ fn whitespace_width(&self) -> f64 { 1.0 }
+ fn penalty_width(&self) -> f64 { 0.0 }
+ }
+
+ #[test]
+ fn wrap_fragments_with_infinite_widths() {
+ let words = vec![Word(f64::INFINITY)];
+ assert_eq!(
+ wrap_optimal_fit(&words, &[0.0], &Penalties::default()),
+ Err(OverflowError)
+ );
+ }
+
+ #[test]
+ fn wrap_fragments_with_huge_widths() {
+ let words = vec![Word(1e200), Word(1e250), Word(1e300)];
+ assert_eq!(
+ wrap_optimal_fit(&words, &[1e300], &Penalties::default()),
+ Err(OverflowError)
+ );
+ }
+
+ #[test]
+ fn wrap_fragments_with_large_widths() {
+ // The gaps will be of the sizes between 1e25 and 1e75. This
+ // makes the `gap * gap` cost fit comfortably in a f64.
+ let words = vec![Word(1e25), Word(1e50), Word(1e75)];
+ assert_eq!(
+ wrap_optimal_fit(&words, &[1e100], &Penalties::default()),
+ Ok(vec![&vec![Word(1e25), Word(1e50), Word(1e75)][..]])
+ );
+ }
+}