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// This file is part of Substrate.
// Copyright (C) 2020-2022 Parity Technologies (UK) Ltd.
// SPDX-License-Identifier: Apache-2.0
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//! Primitive traits for providing election functionality.
//!
//! This crate provides two traits that could interact to enable extensible election functionality
//! within FRAME pallets.
//!
//! Something that will provide the functionality of election will implement [`ElectionProvider`],
//! whilst needing an associated [`ElectionProvider::DataProvider`], which needs to be fulfilled by
//! an entity implementing [`ElectionDataProvider`]. Most often, *the data provider is* the receiver
//! of the election, resulting in a diagram as below:
//!
//! ```ignore
//! ElectionDataProvider
//! <------------------------------------------+
//! | |
//! v |
//! +-----+----+ +------+---+
//! | | | |
//! pallet-do-election | | | | pallet-needs-election
//! | | | |
//! | | | |
//! +-----+----+ +------+---+
//! | ^
//! | |
//! +------------------------------------------+
//! ElectionProvider
//! ```
//!
//! > It could also be possible that a third party pallet (C), provides the data of election to an
//! > election provider (B), which then passes the election result to another pallet (A).
//!
//! ## Election Types
//!
//! Typically, two types of elections exist:
//!
//! 1. **Stateless**: Election data is provided, and the election result is immediately ready.
//! 2. **Stateful**: Election data is is queried ahead of time, and the election result might be
//! ready some number of blocks in the future.
//!
//! To accommodate both type of elections in one trait, the traits lean toward **stateful
//! election**, as it is more general than the stateless. This is why [`ElectionProvider::elect`]
//! has no parameters. All value and type parameter must be provided by the [`ElectionDataProvider`]
//! trait, even if the election happens immediately.
//!
//! ## Election Data
//!
//! The data associated with an election, essentially what the [`ElectionDataProvider`] must convey
//! is as follows:
//!
//! 1. A list of voters, with their stake.
//! 2. A list of targets (i.e. _candidates_).
//! 3. A number of desired targets to be elected (i.e. _winners_)
//!
//! In addition to that, the [`ElectionDataProvider`] must also hint [`ElectionProvider`] at when
//! the next election might happen ([`ElectionDataProvider::next_election_prediction`]). A stateless
//! election provider would probably ignore this. A stateful election provider can use this to
//! prepare the election result in advance.
//!
//! Nonetheless, an [`ElectionProvider`] shan't rely on this and should preferably provide some
//! means of fallback election as well, in case the `elect` was called immaturely early.
//!
//! ## Example
//!
//! ```rust
//! # use frame_election_provider_support::{*, data_provider};
//! # use sp_npos_elections::{Support, Assignment};
//! # use frame_support::traits::ConstU32;
//!
//! type AccountId = u64;
//! type Balance = u64;
//! type BlockNumber = u32;
//!
//! mod data_provider_mod {
//! use super::*;
//!
//! pub trait Config: Sized {
//! type ElectionProvider: ElectionProvider<
//! AccountId = AccountId,
//! BlockNumber = BlockNumber,
//! DataProvider = Pallet<Self>,
//! >;
//! }
//!
//! pub struct Pallet<T: Config>(std::marker::PhantomData<T>);
//!
//! impl<T: Config> ElectionDataProvider for Pallet<T> {
//! type AccountId = AccountId;
//! type BlockNumber = BlockNumber;
//! type MaxVotesPerVoter = ConstU32<1>;
//!
//! fn desired_targets() -> data_provider::Result<u32> {
//! Ok(1)
//! }
//! fn electing_voters(maybe_max_len: Option<usize>)
//! -> data_provider::Result<Vec<VoterOf<Self>>>
//! {
//! Ok(Default::default())
//! }
//! fn electable_targets(maybe_max_len: Option<usize>) -> data_provider::Result<Vec<AccountId>> {
//! Ok(vec![10, 20, 30])
//! }
//! fn next_election_prediction(now: BlockNumber) -> BlockNumber {
//! 0
//! }
//! }
//! }
//!
//!
//! mod generic_election_provider {
//! use super::*;
//!
//! pub struct GenericElectionProvider<T: Config>(std::marker::PhantomData<T>);
//!
//! pub trait Config {
//! type DataProvider: ElectionDataProvider<AccountId=AccountId, BlockNumber = BlockNumber>;
//! }
//!
//! impl<T: Config> ElectionProvider for GenericElectionProvider<T> {
//! type AccountId = AccountId;
//! type BlockNumber = BlockNumber;
//! type Error = &'static str;
//! type DataProvider = T::DataProvider;
//!
//! fn elect() -> Result<Supports<AccountId>, Self::Error> {
//! Self::DataProvider::electable_targets(None)
//! .map_err(|_| "failed to elect")
//! .map(|t| vec![(t[0], Support::default())])
//! }
//! }
//! }
//!
//! mod runtime {
//! use super::generic_election_provider;
//! use super::data_provider_mod;
//! use super::AccountId;
//!
//! struct Runtime;
//! impl generic_election_provider::Config for Runtime {
//! type DataProvider = data_provider_mod::Pallet<Runtime>;
//! }
//!
//! impl data_provider_mod::Config for Runtime {
//! type ElectionProvider = generic_election_provider::GenericElectionProvider<Runtime>;
//! }
//!
//! }
//!
//! # fn main() {}
//! ```
#![cfg_attr(not(feature = "std"), no_std)]
pub mod onchain;
pub mod traits;
use sp_runtime::traits::{Bounded, Saturating, Zero};
use sp_std::{fmt::Debug, prelude::*};
/// Re-export the solution generation macro.
pub use frame_election_provider_solution_type::generate_solution_type;
pub use frame_support::{traits::Get, weights::Weight, BoundedVec, RuntimeDebug};
/// Re-export some type as they are used in the interface.
pub use sp_arithmetic::PerThing;
pub use sp_npos_elections::{
Assignment, BalancingConfig, ElectionResult, Error, ExtendedBalance, IdentifierT, PerThing128,
Support, Supports, VoteWeight,
};
pub use traits::NposSolution;
// re-export for the solution macro, with the dependencies of the macro.
#[doc(hidden)]
pub use codec;
#[doc(hidden)]
pub use scale_info;
#[doc(hidden)]
pub use sp_arithmetic;
#[doc(hidden)]
pub use sp_std;
pub mod weights;
pub use weights::WeightInfo;
#[cfg(test)]
mod mock;
#[cfg(test)]
mod tests;
// Simple Extension trait to easily convert `None` from index closures to `Err`.
//
// This is only generated and re-exported for the solution code to use.
#[doc(hidden)]
pub trait __OrInvalidIndex<T> {
fn or_invalid_index(self) -> Result<T, Error>;
}
impl<T> __OrInvalidIndex<T> for Option<T> {
fn or_invalid_index(self) -> Result<T, Error> {
self.ok_or(Error::SolutionInvalidIndex)
}
}
/// The [`IndexAssignment`] type is an intermediate between the assignments list
/// ([`&[Assignment<T>]`][Assignment]) and `SolutionOf<T>`.
///
/// The voter and target identifiers have already been replaced with appropriate indices,
/// making it fast to repeatedly encode into a `SolutionOf<T>`. This property turns out
/// to be important when trimming for solution length.
#[derive(RuntimeDebug, Clone, Default)]
#[cfg_attr(feature = "std", derive(PartialEq, Eq, codec::Encode, codec::Decode))]
pub struct IndexAssignment<VoterIndex, TargetIndex, P: PerThing> {
/// Index of the voter among the voters list.
pub who: VoterIndex,
/// The distribution of the voter's stake among winning targets.
///
/// Targets are identified by their index in the canonical list.
pub distribution: Vec<(TargetIndex, P)>,
}
impl<VoterIndex, TargetIndex, P: PerThing> IndexAssignment<VoterIndex, TargetIndex, P> {
pub fn new<AccountId: IdentifierT>(
assignment: &Assignment<AccountId, P>,
voter_index: impl Fn(&AccountId) -> Option<VoterIndex>,
target_index: impl Fn(&AccountId) -> Option<TargetIndex>,
) -> Result<Self, Error> {
Ok(Self {
who: voter_index(&assignment.who).or_invalid_index()?,
distribution: assignment
.distribution
.iter()
.map(|(target, proportion)| Some((target_index(target)?, *proportion)))
.collect::<Option<Vec<_>>>()
.or_invalid_index()?,
})
}
}
/// A type alias for [`IndexAssignment`] made from [`NposSolution`].
pub type IndexAssignmentOf<C> = IndexAssignment<
<C as NposSolution>::VoterIndex,
<C as NposSolution>::TargetIndex,
<C as NposSolution>::Accuracy,
>;
/// Types that are used by the data provider trait.
pub mod data_provider {
/// Alias for the result type of the election data provider.
pub type Result<T> = sp_std::result::Result<T, &'static str>;
}
/// Something that can provide the data to an [`ElectionProvider`].
pub trait ElectionDataProvider {
/// The account identifier type.
type AccountId;
/// The block number type.
type BlockNumber;
/// Maximum number of votes per voter that this data provider is providing.
type MaxVotesPerVoter: Get<u32>;
/// All possible targets for the election, i.e. the targets that could become elected, thus
/// "electable".
///
/// If `maybe_max_len` is `Some(v)` then the resulting vector MUST NOT be longer than `v` items
/// long.
///
/// This should be implemented as a self-weighing function. The implementor should register its
/// appropriate weight at the end of execution with the system pallet directly.
fn electable_targets(
maybe_max_len: Option<usize>,
) -> data_provider::Result<Vec<Self::AccountId>>;
/// All the voters that participate in the election, thus "electing".
///
/// Note that if a notion of self-vote exists, it should be represented here.
///
/// If `maybe_max_len` is `Some(v)` then the resulting vector MUST NOT be longer than `v` items
/// long.
///
/// This should be implemented as a self-weighing function. The implementor should register its
/// appropriate weight at the end of execution with the system pallet directly.
fn electing_voters(maybe_max_len: Option<usize>) -> data_provider::Result<Vec<VoterOf<Self>>>;
/// The number of targets to elect.
///
/// This should be implemented as a self-weighing function. The implementor should register its
/// appropriate weight at the end of execution with the system pallet directly.
///
/// A sensible implementation should use the minimum between this value and
/// [`Self::targets().len()`], since desiring a winner set larger than candidates is not
/// feasible.
///
/// This is documented further in issue: <https://github.com/paritytech/substrate/issues/9478>
fn desired_targets() -> data_provider::Result<u32>;
/// Provide a best effort prediction about when the next election is about to happen.
///
/// In essence, the implementor should predict with this function when it will trigger the
/// [`ElectionProvider::elect`].
///
/// This is only useful for stateful election providers.
fn next_election_prediction(now: Self::BlockNumber) -> Self::BlockNumber;
/// Utility function only to be used in benchmarking scenarios, to be implemented optionally,
/// else a noop.
#[cfg(any(feature = "runtime-benchmarks", test))]
fn put_snapshot(
_voters: Vec<VoterOf<Self>>,
_targets: Vec<Self::AccountId>,
_target_stake: Option<VoteWeight>,
) {
}
/// Utility function only to be used in benchmarking scenarios, to be implemented optionally,
/// else a noop.
///
/// Same as `put_snapshot`, but can add a single voter one by one.
#[cfg(any(feature = "runtime-benchmarks", test))]
fn add_voter(
_voter: Self::AccountId,
_weight: VoteWeight,
_targets: BoundedVec<Self::AccountId, Self::MaxVotesPerVoter>,
) {
}
/// Utility function only to be used in benchmarking scenarios, to be implemented optionally,
/// else a noop.
///
/// Same as `put_snapshot`, but can add a single voter one by one.
#[cfg(any(feature = "runtime-benchmarks", test))]
fn add_target(_target: Self::AccountId) {}
/// Clear all voters and targets.
#[cfg(any(feature = "runtime-benchmarks", test))]
fn clear() {}
}
/// Something that can compute the result of an election and pass it back to the caller.
///
/// This trait only provides an interface to _request_ an election, i.e.
/// [`ElectionProvider::elect`]. That data required for the election need to be passed to the
/// implemented of this trait through [`ElectionProvider::DataProvider`].
pub trait ElectionProvider {
/// The account identifier type.
type AccountId;
/// The block number type.
type BlockNumber;
/// The error type that is returned by the provider.
type Error: Debug;
/// The data provider of the election.
type DataProvider: ElectionDataProvider<
AccountId = Self::AccountId,
BlockNumber = Self::BlockNumber,
>;
/// Elect a new set of winners, without specifying any bounds on the amount of data fetched from
/// [`Self::DataProvider`]. An implementation could nonetheless impose its own custom limits.
///
/// The result is returned in a target major format, namely as *vector of supports*.
///
/// This should be implemented as a self-weighing function. The implementor should register its
/// appropriate weight at the end of execution with the system pallet directly.
fn elect() -> Result<Supports<Self::AccountId>, Self::Error>;
}
/// A sub-trait of the [`ElectionProvider`] for cases where we need to be sure an election needs to
/// happen instantly, not asynchronously.
///
/// The same `DataProvider` is assumed to be used.
///
/// Consequently, allows for control over the amount of data that is being fetched from the
/// [`ElectionProvider::DataProvider`].
pub trait InstantElectionProvider: ElectionProvider {
/// Elect a new set of winners, but unlike [`ElectionProvider::elect`] which cannot enforce
/// bounds, this trait method can enforce bounds on the amount of data provided by the
/// `DataProvider`.
///
/// An implementing type, if itself bounded, should choose the minimum of the two bounds to
/// choose the final value of `max_voters` and `max_targets`. In other words, an implementation
/// should guarantee that `max_voter` and `max_targets` provided to this method are absolutely
/// respected.
fn elect_with_bounds(
max_voters: usize,
max_targets: usize,
) -> Result<Supports<Self::AccountId>, Self::Error>;
}
/// An election provider to be used only for testing.
#[cfg(feature = "std")]
pub struct NoElection<X>(sp_std::marker::PhantomData<X>);
#[cfg(feature = "std")]
impl<AccountId, BlockNumber, DataProvider> ElectionProvider
for NoElection<(AccountId, BlockNumber, DataProvider)>
where
DataProvider: ElectionDataProvider<AccountId = AccountId, BlockNumber = BlockNumber>,
{
type AccountId = AccountId;
type BlockNumber = BlockNumber;
type Error = &'static str;
type DataProvider = DataProvider;
fn elect() -> Result<Supports<AccountId>, Self::Error> {
Err("<NoElection as ElectionProvider> cannot do anything.")
}
}
/// A utility trait for something to implement `ElectionDataProvider` in a sensible way.
///
/// This is generic over `AccountId` and it can represent a validator, a nominator, or any other
/// entity.
///
/// The scores (see [`Self::Score`]) are ascending, the higher, the better.
///
/// Something that implements this trait will do a best-effort sort over ids, and thus can be
/// used on the implementing side of [`ElectionDataProvider`].
pub trait SortedListProvider<AccountId> {
/// The list's error type.
type Error: sp_std::fmt::Debug;
/// The type used by the list to compare nodes for ordering.
type Score: Bounded + Saturating + Zero;
/// An iterator over the list, which can have `take` called on it.
fn iter() -> Box<dyn Iterator<Item = AccountId>>;
/// Returns an iterator over the list, starting right after from the given voter.
///
/// May return an error if `start` is invalid.
fn iter_from(start: &AccountId) -> Result<Box<dyn Iterator<Item = AccountId>>, Self::Error>;
/// The current count of ids in the list.
fn count() -> u32;
/// Return true if the list already contains `id`.
fn contains(id: &AccountId) -> bool;
/// Hook for inserting a new id.
///
/// Implementation should return an error if duplicate item is being inserted.
fn on_insert(id: AccountId, score: Self::Score) -> Result<(), Self::Error>;
/// Hook for updating a single id.
///
/// The `new` score is given.
///
/// Returns `Ok(())` iff it successfully updates an item, an `Err(_)` otherwise.
fn on_update(id: &AccountId, score: Self::Score) -> Result<(), Self::Error>;
/// Get the score of `id`.
fn get_score(id: &AccountId) -> Result<Self::Score, Self::Error>;
/// Same as `on_update`, but incorporate some increased score.
fn on_increase(id: &AccountId, additional: Self::Score) -> Result<(), Self::Error> {
let old_score = Self::get_score(id)?;
let new_score = old_score.saturating_add(additional);
Self::on_update(id, new_score)
}
/// Same as `on_update`, but incorporate some decreased score.
///
/// If the new score of the item is `Zero`, it is removed.
fn on_decrease(id: &AccountId, decreased: Self::Score) -> Result<(), Self::Error> {
let old_score = Self::get_score(id)?;
let new_score = old_score.saturating_sub(decreased);
if new_score.is_zero() {
Self::on_remove(id)
} else {
Self::on_update(id, new_score)
}
}
/// Hook for removing am id from the list.
///
/// Returns `Ok(())` iff it successfully removes an item, an `Err(_)` otherwise.
fn on_remove(id: &AccountId) -> Result<(), Self::Error>;
/// Regenerate this list from scratch. Returns the count of items inserted.
///
/// This should typically only be used at a runtime upgrade.
///
/// ## WARNING
///
/// This function should be called with care, regenerate will remove the current list write the
/// new list, which can lead to too many storage accesses, exhausting the block weight.
fn unsafe_regenerate(
all: impl IntoIterator<Item = AccountId>,
score_of: Box<dyn Fn(&AccountId) -> Self::Score>,
) -> u32;
/// Remove all items from the list.
///
/// ## WARNING
///
/// This function should never be called in production settings because it can lead to an
/// unbounded amount of storage accesses.
fn unsafe_clear();
/// Check internal state of list. Only meant for debugging.
fn try_state() -> Result<(), &'static str>;
/// If `who` changes by the returned amount they are guaranteed to have a worst case change
/// in their list position.
#[cfg(feature = "runtime-benchmarks")]
fn score_update_worst_case(_who: &AccountId, _is_increase: bool) -> Self::Score {
Self::Score::max_value()
}
}
/// Something that can provide the `Score` of an account. Similar to [`ElectionProvider`] and
/// [`ElectionDataProvider`], this should typically be implementing by whoever is supposed to *use*
/// `SortedListProvider`.
pub trait ScoreProvider<AccountId> {
type Score;
/// Get the current `Score` of `who`.
fn score(who: &AccountId) -> Self::Score;
/// For tests and benchmarks, set the `score`.
#[cfg(any(feature = "runtime-benchmarks", test))]
fn set_score_of(_: &AccountId, _: Self::Score) {}
}
/// Something that can compute the result to an NPoS solution.
pub trait NposSolver {
/// The account identifier type of this solver.
type AccountId: sp_npos_elections::IdentifierT;
/// The accuracy of this solver. This will affect the accuracy of the output.
type Accuracy: PerThing128;
/// The error type of this implementation.
type Error: sp_std::fmt::Debug + sp_std::cmp::PartialEq;
/// Solve an NPoS solution with the given `voters`, `targets`, and select `to_elect` count
/// of `targets`.
fn solve(
to_elect: usize,
targets: Vec<Self::AccountId>,
voters: Vec<(Self::AccountId, VoteWeight, impl IntoIterator<Item = Self::AccountId>)>,
) -> Result<ElectionResult<Self::AccountId, Self::Accuracy>, Self::Error>;
/// Measure the weight used in the calculation of the solver.
/// - `voters` is the number of voters.
/// - `targets` is the number of targets.
/// - `vote_degree` is the degree ie the maximum numbers of votes per voter.
fn weight<T: WeightInfo>(voters: u32, targets: u32, vote_degree: u32) -> Weight;
}
/// A wrapper for [`sp_npos_elections::seq_phragmen`] that implements [`NposSolver`]. See the
/// documentation of [`sp_npos_elections::seq_phragmen`] for more info.
pub struct SequentialPhragmen<AccountId, Accuracy, Balancing = ()>(
sp_std::marker::PhantomData<(AccountId, Accuracy, Balancing)>,
);
impl<AccountId: IdentifierT, Accuracy: PerThing128, Balancing: Get<Option<BalancingConfig>>>
NposSolver for SequentialPhragmen<AccountId, Accuracy, Balancing>
{
type AccountId = AccountId;
type Accuracy = Accuracy;
type Error = sp_npos_elections::Error;
fn solve(
winners: usize,
targets: Vec<Self::AccountId>,
voters: Vec<(Self::AccountId, VoteWeight, impl IntoIterator<Item = Self::AccountId>)>,
) -> Result<ElectionResult<Self::AccountId, Self::Accuracy>, Self::Error> {
sp_npos_elections::seq_phragmen(winners, targets, voters, Balancing::get())
}
fn weight<T: WeightInfo>(voters: u32, targets: u32, vote_degree: u32) -> Weight {
T::phragmen(voters, targets, vote_degree)
}
}
/// A wrapper for [`sp_npos_elections::phragmms()`] that implements [`NposSolver`]. See the
/// documentation of [`sp_npos_elections::phragmms()`] for more info.
pub struct PhragMMS<AccountId, Accuracy, Balancing = ()>(
sp_std::marker::PhantomData<(AccountId, Accuracy, Balancing)>,
);
impl<AccountId: IdentifierT, Accuracy: PerThing128, Balancing: Get<Option<BalancingConfig>>>
NposSolver for PhragMMS<AccountId, Accuracy, Balancing>
{
type AccountId = AccountId;
type Accuracy = Accuracy;
type Error = sp_npos_elections::Error;
fn solve(
winners: usize,
targets: Vec<Self::AccountId>,
voters: Vec<(Self::AccountId, VoteWeight, impl IntoIterator<Item = Self::AccountId>)>,
) -> Result<ElectionResult<Self::AccountId, Self::Accuracy>, Self::Error> {
sp_npos_elections::phragmms(winners, targets, voters, Balancing::get())
}
fn weight<T: WeightInfo>(voters: u32, targets: u32, vote_degree: u32) -> Weight {
T::phragmms(voters, targets, vote_degree)
}
}
/// A voter, at the level of abstraction of this crate.
pub type Voter<AccountId, Bound> = (AccountId, VoteWeight, BoundedVec<AccountId, Bound>);
/// Same as [`Voter`], but parameterized by an [`ElectionDataProvider`].
pub type VoterOf<D> =
Voter<<D as ElectionDataProvider>::AccountId, <D as ElectionDataProvider>::MaxVotesPerVoter>;