pco 1.0.0-rc

Good compression for numerical sequences
Documentation
use std::fmt::Debug;
use std::iter::Sum;

use crate::errors::PcoResult;

/// The possible kinds of latent variables present in a chunk.
///
#[derive(Clone, Copy, Debug, PartialEq, Eq)]
pub enum LatentVarKey {
  /// Used by certain types of
  /// [delta encodings][crate::metadata::DeltaEncoding]. E.g. lookback delta
  /// encoding uses this to store lookbacks.
  Delta,
  /// The only required latent variable, used by
  /// [modes][crate::metadata::Mode] to represent number values.
  ///
  /// Always has the same precision as the encoded numbers.
  Primary,
  /// An optional additional latent variable, used by certain
  /// [modes][crate::metadata::Mode] to represent number values.
  Secondary,
}

/// A generic container holding a value for each applicable latent variable.
#[derive(Clone, Debug, Default, PartialEq, Eq)]
pub struct PerLatentVar<T> {
  pub delta: Option<T>,
  pub primary: T,
  pub secondary: Option<T>,
}

#[derive(Clone, Debug)]
pub(crate) struct PerLatentVarBuilder<T> {
  pub delta: Option<T>,
  pub primary: Option<T>,
  pub secondary: Option<T>,
}

impl<T> Default for PerLatentVarBuilder<T> {
  fn default() -> Self {
    Self {
      delta: None,
      primary: None,
      secondary: None,
    }
  }
}

impl<T> PerLatentVarBuilder<T> {
  pub fn set(&mut self, key: LatentVarKey, value: T) {
    match key {
      LatentVarKey::Delta => self.delta = Some(value),
      LatentVarKey::Primary => self.primary = Some(value),
      LatentVarKey::Secondary => self.secondary = Some(value),
    }
  }
}

impl<T> From<PerLatentVarBuilder<T>> for PerLatentVar<T> {
  fn from(value: PerLatentVarBuilder<T>) -> Self {
    PerLatentVar {
      delta: value.delta,
      primary: value.primary.unwrap(),
      secondary: value.secondary,
    }
  }
}

impl<T> PerLatentVar<T> {
  pub(crate) fn map<S, F: FnMut(LatentVarKey, T) -> S>(self, mut f: F) -> PerLatentVar<S> {
    PerLatentVar {
      delta: self.delta.map(|delta| f(LatentVarKey::Delta, delta)),
      primary: f(LatentVarKey::Primary, self.primary),
      secondary: self
        .secondary
        .map(|secondary| f(LatentVarKey::Secondary, secondary)),
    }
  }

  pub(crate) fn map_result<S, F: FnMut(LatentVarKey, T) -> PcoResult<S>>(
    self,
    mut f: F,
  ) -> PcoResult<PerLatentVar<S>> {
    Ok(PerLatentVar {
      delta: match self.delta {
        Some(delta) => Some(f(LatentVarKey::Delta, delta)?),
        None => None,
      },
      primary: f(LatentVarKey::Primary, self.primary)?,
      secondary: match self.secondary {
        Some(secondary) => Some(f(LatentVarKey::Secondary, secondary)?),
        None => None,
      },
    })
  }

  /// Returns a new `PerLatentVar` where each entry has been wrapped in a
  /// reference.
  pub fn as_ref(&self) -> PerLatentVar<&T> {
    PerLatentVar {
      delta: self.delta.as_ref(),
      primary: &self.primary,
      secondary: self.secondary.as_ref(),
    }
  }

  pub(crate) fn as_mut(&mut self) -> PerLatentVar<&mut T> {
    PerLatentVar {
      delta: self.delta.as_mut(),
      primary: &mut self.primary,
      secondary: self.secondary.as_mut(),
    }
  }

  pub(crate) fn get(&self, key: LatentVarKey) -> Option<&T> {
    match key {
      LatentVarKey::Delta => self.delta.as_ref(),
      LatentVarKey::Primary => Some(&self.primary),
      LatentVarKey::Secondary => self.secondary.as_ref(),
    }
  }

  /// Zips each element of this `PerLatentVar` with each element of the other.
  ///
  /// Will panic if either one has a latent variable that the other does not.
  pub fn zip_exact<S>(self, other: PerLatentVar<S>) -> PerLatentVar<(T, S)> {
    let zip_option = |a: Option<T>, b: Option<S>| match (a, b) {
      (Some(a), Some(b)) => Some((a, b)),
      (None, None) => None,
      _ => panic!("expected values of left and right sides to match"),
    };

    PerLatentVar {
      delta: zip_option(self.delta, other.delta),
      primary: (self.primary, other.primary),
      secondary: zip_option(self.secondary, other.secondary),
    }
  }

  /// Returns a vector of the defined `LatentVarKey`s and values, in order
  /// of appearance in the file.
  pub fn enumerated(self) -> Vec<(LatentVarKey, T)> {
    let mut res = Vec::with_capacity(3);
    if let Some(value) = self.delta {
      res.push((LatentVarKey::Delta, value));
    }
    res.push((LatentVarKey::Primary, self.primary));
    if let Some(value) = self.secondary {
      res.push((LatentVarKey::Secondary, value));
    }
    res
  }

  pub(crate) fn sum(self) -> T
  where
    T: Sum,
  {
    let mut values = Vec::with_capacity(3);
    if let Some(value) = self.delta {
      values.push(value);
    }
    values.push(self.primary);
    if let Some(value) = self.secondary {
      values.push(value);
    }
    T::sum(values.into_iter())
  }
}