Struct GroupingMap

struct GroupingMap<I> { ... }

GroupingMap is an intermediate struct for efficient group-and-fold operations. It groups elements by their key and at the same time fold each group using some aggregating operation.

No method on this struct performs temporary allocations.

Implementations

impl<I, K, V> GroupingMap<I>

fn aggregate<FO, R>(self: Self, operation: FO) -> HashMap<K, R>
where
    FO: FnMut(Option<R>, &K, V) -> Option<R>

This is the generic way to perform any operation on a GroupingMap. It's suggested to use this method only to implement custom operations when the already provided ones are not enough.

Groups elements from the GroupingMap source by key and applies operation to the elements of each group sequentially, passing the previously accumulated value, a reference to the key and the current element as arguments, and stores the results in an HashMap.

The operation function is invoked on each element with the following parameters:

  • the current value of the accumulator of the group if there is currently one;
  • a reference to the key of the group this element belongs to;
  • the element from the source being aggregated;

If operation returns Some(element) then the accumulator is updated with element, otherwise the previous accumulation is discarded.

Return a HashMap associating the key of each group with the result of aggregation of that group's elements. If the aggregation of the last element of a group discards the accumulator then there won't be an entry associated to that group's key.

use itertools::Itertools;

let data = vec![2, 8, 5, 7, 9, 0, 4, 10];
let lookup = data.into_iter()
    .into_grouping_map_by(|&n| n % 4)
    .aggregate(|acc, _key, val| {
        if val == 0 || val == 10 {
            None
        } else {
            Some(acc.unwrap_or(0) + val)
        }
    });

assert_eq!(lookup[&0], 4);        // 0 resets the accumulator so only 4 is summed
assert_eq!(lookup[&1], 5 + 9);
assert_eq!(lookup.get(&2), None); // 10 resets the accumulator and nothing is summed afterward
assert_eq!(lookup[&3], 7);
assert_eq!(lookup.len(), 3);      // The final keys are only 0, 1 and 2

fn fold_with<FI, FO, R>(self: Self, init: FI, operation: FO) -> HashMap<K, R>
where
    FI: FnMut(&K, &V) -> R,
    FO: FnMut(R, &K, V) -> R

Groups elements from the GroupingMap source by key and applies operation to the elements of each group sequentially, passing the previously accumulated value, a reference to the key and the current element as arguments, and stores the results in a new map.

init is called to obtain the initial value of each accumulator.

operation is a function that is invoked on each element with the following parameters:

  • the current value of the accumulator of the group;
  • a reference to the key of the group this element belongs to;
  • the element from the source being accumulated.

Return a HashMap associating the key of each group with the result of folding that group's elements.

use itertools::Itertools;

#[derive(Debug, Default)]
struct Accumulator {
  acc: usize,
}

let lookup = (1..=7)
    .into_grouping_map_by(|&n| n % 3)
    .fold_with(|_key, _val| Default::default(), |Accumulator { acc }, _key, val| {
        let acc = acc + val;
        Accumulator { acc }
     });

assert_eq!(lookup[&0].acc, 3 + 6);
assert_eq!(lookup[&1].acc, 1 + 4 + 7);
assert_eq!(lookup[&2].acc, 2 + 5);
assert_eq!(lookup.len(), 3);

fn fold<FO, R>(self: Self, init: R, operation: FO) -> HashMap<K, R>
where
    R: Clone,
    FO: FnMut(R, &K, V) -> R

Groups elements from the GroupingMap source by key and applies operation to the elements of each group sequentially, passing the previously accumulated value, a reference to the key and the current element as arguments, and stores the results in a new map.

init is the value from which will be cloned the initial value of each accumulator.

operation is a function that is invoked on each element with the following parameters:

  • the current value of the accumulator of the group;
  • a reference to the key of the group this element belongs to;
  • the element from the source being accumulated.

Return a HashMap associating the key of each group with the result of folding that group's elements.

use itertools::Itertools;

let lookup = (1..=7)
    .into_grouping_map_by(|&n| n % 3)
    .fold(0, |acc, _key, val| acc + val);

assert_eq!(lookup[&0], 3 + 6);
assert_eq!(lookup[&1], 1 + 4 + 7);
assert_eq!(lookup[&2], 2 + 5);
assert_eq!(lookup.len(), 3);

fn reduce<FO>(self: Self, operation: FO) -> HashMap<K, V>
where
    FO: FnMut(V, &K, V) -> V

Groups elements from the GroupingMap source by key and applies operation to the elements of each group sequentially, passing the previously accumulated value, a reference to the key and the current element as arguments, and stores the results in a new map.

This is similar to fold but the initial value of the accumulator is the first element of the group.

operation is a function that is invoked on each element with the following parameters:

  • the current value of the accumulator of the group;
  • a reference to the key of the group this element belongs to;
  • the element from the source being accumulated.

Return a HashMap associating the key of each group with the result of folding that group's elements.

use itertools::Itertools;

let lookup = (1..=7)
    .into_grouping_map_by(|&n| n % 3)
    .reduce(|acc, _key, val| acc + val);

assert_eq!(lookup[&0], 3 + 6);
assert_eq!(lookup[&1], 1 + 4 + 7);
assert_eq!(lookup[&2], 2 + 5);
assert_eq!(lookup.len(), 3);

fn fold_first<FO>(self: Self, operation: FO) -> HashMap<K, V>
where
    FO: FnMut(V, &K, V) -> V

See .reduce().

fn collect<C>(self: Self) -> HashMap<K, C>
where
    C: Default + Extend<V>

Groups elements from the GroupingMap source by key and collects the elements of each group in an instance of C. The iteration order is preserved when inserting elements.

Return a HashMap associating the key of each group with the collection containing that group's elements.

use itertools::Itertools;
use std::collections::HashSet;

let lookup = vec![0, 1, 2, 3, 4, 5, 6, 2, 3, 6].into_iter()
    .into_grouping_map_by(|&n| n % 3)
    .collect::<HashSet<_>>();

assert_eq!(lookup[&0], vec![0, 3, 6].into_iter().collect::<HashSet<_>>());
assert_eq!(lookup[&1], vec![1, 4].into_iter().collect::<HashSet<_>>());
assert_eq!(lookup[&2], vec![2, 5].into_iter().collect::<HashSet<_>>());
assert_eq!(lookup.len(), 3);

fn max(self: Self) -> HashMap<K, V>
where
    V: Ord

Groups elements from the GroupingMap source by key and finds the maximum of each group.

If several elements are equally maximum, the last element is picked.

Returns a HashMap associating the key of each group with the maximum of that group's elements.

use itertools::Itertools;

let lookup = vec![1, 3, 4, 5, 7, 8, 9, 12].into_iter()
    .into_grouping_map_by(|&n| n % 3)
    .max();

assert_eq!(lookup[&0], 12);
assert_eq!(lookup[&1], 7);
assert_eq!(lookup[&2], 8);
assert_eq!(lookup.len(), 3);

fn max_by<F>(self: Self, compare: F) -> HashMap<K, V>
where
    F: FnMut(&K, &V, &V) -> Ordering

Groups elements from the GroupingMap source by key and finds the maximum of each group with respect to the specified comparison function.

If several elements are equally maximum, the last element is picked.

Returns a HashMap associating the key of each group with the maximum of that group's elements.

use itertools::Itertools;

let lookup = vec![1, 3, 4, 5, 7, 8, 9, 12].into_iter()
    .into_grouping_map_by(|&n| n % 3)
    .max_by(|_key, x, y| y.cmp(x));

assert_eq!(lookup[&0], 3);
assert_eq!(lookup[&1], 1);
assert_eq!(lookup[&2], 5);
assert_eq!(lookup.len(), 3);

fn max_by_key<F, CK>(self: Self, f: F) -> HashMap<K, V>
where
    F: FnMut(&K, &V) -> CK,
    CK: Ord

Groups elements from the GroupingMap source by key and finds the element of each group that gives the maximum from the specified function.

If several elements are equally maximum, the last element is picked.

Returns a HashMap associating the key of each group with the maximum of that group's elements.

use itertools::Itertools;

let lookup = vec![1, 3, 4, 5, 7, 8, 9, 12].into_iter()
    .into_grouping_map_by(|&n| n % 3)
    .max_by_key(|_key, &val| val % 4);

assert_eq!(lookup[&0], 3);
assert_eq!(lookup[&1], 7);
assert_eq!(lookup[&2], 5);
assert_eq!(lookup.len(), 3);

fn min(self: Self) -> HashMap<K, V>
where
    V: Ord

Groups elements from the GroupingMap source by key and finds the minimum of each group.

If several elements are equally minimum, the first element is picked.

Returns a HashMap associating the key of each group with the minimum of that group's elements.

use itertools::Itertools;

let lookup = vec![1, 3, 4, 5, 7, 8, 9, 12].into_iter()
    .into_grouping_map_by(|&n| n % 3)
    .min();

assert_eq!(lookup[&0], 3);
assert_eq!(lookup[&1], 1);
assert_eq!(lookup[&2], 5);
assert_eq!(lookup.len(), 3);

fn min_by<F>(self: Self, compare: F) -> HashMap<K, V>
where
    F: FnMut(&K, &V, &V) -> Ordering

Groups elements from the GroupingMap source by key and finds the minimum of each group with respect to the specified comparison function.

If several elements are equally minimum, the first element is picked.

Returns a HashMap associating the key of each group with the minimum of that group's elements.

use itertools::Itertools;

let lookup = vec![1, 3, 4, 5, 7, 8, 9, 12].into_iter()
    .into_grouping_map_by(|&n| n % 3)
    .min_by(|_key, x, y| y.cmp(x));

assert_eq!(lookup[&0], 12);
assert_eq!(lookup[&1], 7);
assert_eq!(lookup[&2], 8);
assert_eq!(lookup.len(), 3);

fn min_by_key<F, CK>(self: Self, f: F) -> HashMap<K, V>
where
    F: FnMut(&K, &V) -> CK,
    CK: Ord

Groups elements from the GroupingMap source by key and finds the element of each group that gives the minimum from the specified function.

If several elements are equally minimum, the first element is picked.

Returns a HashMap associating the key of each group with the minimum of that group's elements.

use itertools::Itertools;

let lookup = vec![1, 3, 4, 5, 7, 8, 9, 12].into_iter()
    .into_grouping_map_by(|&n| n % 3)
    .min_by_key(|_key, &val| val % 4);

assert_eq!(lookup[&0], 12);
assert_eq!(lookup[&1], 4);
assert_eq!(lookup[&2], 8);
assert_eq!(lookup.len(), 3);

fn minmax(self: Self) -> HashMap<K, MinMaxResult<V>>
where
    V: Ord

Groups elements from the GroupingMap source by key and find the maximum and minimum of each group.

If several elements are equally maximum, the last element is picked. If several elements are equally minimum, the first element is picked.

See Itertools::minmax for the non-grouping version.

Differences from the non grouping version:

  • It never produces a MinMaxResult::NoElements
  • It doesn't have any speedup

Returns a HashMap associating the key of each group with the minimum and maximum of that group's elements.

use itertools::Itertools;
use itertools::MinMaxResult::{OneElement, MinMax};

let lookup = vec![1, 3, 4, 5, 7, 9, 12].into_iter()
    .into_grouping_map_by(|&n| n % 3)
    .minmax();

assert_eq!(lookup[&0], MinMax(3, 12));
assert_eq!(lookup[&1], MinMax(1, 7));
assert_eq!(lookup[&2], OneElement(5));
assert_eq!(lookup.len(), 3);

fn minmax_by<F>(self: Self, compare: F) -> HashMap<K, MinMaxResult<V>>
where
    F: FnMut(&K, &V, &V) -> Ordering

Groups elements from the GroupingMap source by key and find the maximum and minimum of each group with respect to the specified comparison function.

If several elements are equally maximum, the last element is picked. If several elements are equally minimum, the first element is picked.

It has the same differences from the non-grouping version as minmax.

Returns a HashMap associating the key of each group with the minimum and maximum of that group's elements.

use itertools::Itertools;
use itertools::MinMaxResult::{OneElement, MinMax};

let lookup = vec![1, 3, 4, 5, 7, 9, 12].into_iter()
    .into_grouping_map_by(|&n| n % 3)
    .minmax_by(|_key, x, y| y.cmp(x));

assert_eq!(lookup[&0], MinMax(12, 3));
assert_eq!(lookup[&1], MinMax(7, 1));
assert_eq!(lookup[&2], OneElement(5));
assert_eq!(lookup.len(), 3);

fn minmax_by_key<F, CK>(self: Self, f: F) -> HashMap<K, MinMaxResult<V>>
where
    F: FnMut(&K, &V) -> CK,
    CK: Ord

Groups elements from the GroupingMap source by key and find the elements of each group that gives the minimum and maximum from the specified function.

If several elements are equally maximum, the last element is picked. If several elements are equally minimum, the first element is picked.

It has the same differences from the non-grouping version as minmax.

Returns a HashMap associating the key of each group with the minimum and maximum of that group's elements.

use itertools::Itertools;
use itertools::MinMaxResult::{OneElement, MinMax};

let lookup = vec![1, 3, 4, 5, 7, 9, 12].into_iter()
    .into_grouping_map_by(|&n| n % 3)
    .minmax_by_key(|_key, &val| val % 4);

assert_eq!(lookup[&0], MinMax(12, 3));
assert_eq!(lookup[&1], MinMax(4, 7));
assert_eq!(lookup[&2], OneElement(5));
assert_eq!(lookup.len(), 3);

fn sum(self: Self) -> HashMap<K, V>
where
    V: Add<V, Output = V>

Groups elements from the GroupingMap source by key and sums them.

This is just a shorthand for self.reduce(|acc, _, val| acc + val). It is more limited than Iterator::sum since it doesn't use the Sum trait.

Returns a HashMap associating the key of each group with the sum of that group's elements.

use itertools::Itertools;

let lookup = vec![1, 3, 4, 5, 7, 8, 9, 12].into_iter()
    .into_grouping_map_by(|&n| n % 3)
    .sum();

assert_eq!(lookup[&0], 3 + 9 + 12);
assert_eq!(lookup[&1], 1 + 4 + 7);
assert_eq!(lookup[&2], 5 + 8);
assert_eq!(lookup.len(), 3);

fn product(self: Self) -> HashMap<K, V>
where
    V: Mul<V, Output = V>

Groups elements from the GroupingMap source by key and multiply them.

This is just a shorthand for self.reduce(|acc, _, val| acc * val). It is more limited than Iterator::product since it doesn't use the Product trait.

Returns a HashMap associating the key of each group with the product of that group's elements.

use itertools::Itertools;

let lookup = vec![1, 3, 4, 5, 7, 8, 9, 12].into_iter()
    .into_grouping_map_by(|&n| n % 3)
    .product();

assert_eq!(lookup[&0], 3 * 9 * 12);
assert_eq!(lookup[&1], 1 * 4 * 7);
assert_eq!(lookup[&2], 5 * 8);
assert_eq!(lookup.len(), 3);

impl<I> Freeze for GroupingMap<I>

impl<I> RefUnwindSafe for GroupingMap<I>

impl<I> Send for GroupingMap<I>

impl<I> Sync for GroupingMap<I>

impl<I> Unpin for GroupingMap<I>

impl<I> UnsafeUnpin for GroupingMap<I>

impl<I> UnwindSafe for GroupingMap<I>

impl<I: $crate::clone::Clone> Clone for GroupingMap<I>

fn clone(self: &Self) -> GroupingMap<I>

impl<I: $crate::fmt::Debug> Debug for GroupingMap<I>

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

impl<T> Any for GroupingMap<I>

fn type_id(self: &Self) -> TypeId

impl<T> Borrow for GroupingMap<I>

fn borrow(self: &Self) -> &T

impl<T> BorrowMut for GroupingMap<I>

fn borrow_mut(self: &mut Self) -> &mut T

impl<T> CloneToUninit for GroupingMap<I>

unsafe fn clone_to_uninit(self: &Self, dest: *mut u8)

impl<T> From for GroupingMap<I>

fn from(t: T) -> T

Returns the argument unchanged.

impl<T> ToOwned for GroupingMap<I>

fn to_owned(self: &Self) -> T
fn clone_into(self: &Self, target: &mut T)

impl<T, U> Into for GroupingMap<I>

fn into(self: Self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of [From]<T> for U chooses to do.

impl<T, U> TryFrom for GroupingMap<I>

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

impl<T, U> TryInto for GroupingMap<I>

fn try_into(self: Self) -> Result<U, <U as TryFrom<T>>::Error>