auctions.rs

// Copyright 2019-2020 Parity Technologies (UK) Ltd.
// This file is part of Polkadot.

// Polkadot is free software: you can redistribute it and/or modify
// it under the terms of the GNU General Public License as published by
// the Free Software Foundation, either version 3 of the License, or
// (at your option) any later version.

// Polkadot is distributed in the hope that it will be useful,
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
// GNU General Public License for more details.

// You should have received a copy of the GNU General Public License
// along with Polkadot.  If not, see <http://www.gnu.org/licenses/>.

//! Auctioning system to determine the set of Parachains in operation. This includes logic for the
//! auctioning mechanism and for reserving balance as part of the "payment". Unreserving the balance
//! happens elsewhere.

use crate::{
	slot_range::SlotRange,
	traits::{AuctionStatus, Auctioneer, LeaseError, Leaser, Registrar},
};
use frame_support::{
	dispatch::DispatchResult,
	ensure,
	traits::{Currency, Get, Randomness, ReservableCurrency},
	weights::Weight,
};
pub use pallet::*;
use parity_scale_codec::Decode;
use primitives::v1::Id as ParaId;
use sp_runtime::traits::{CheckedSub, One, Saturating, Zero};
use sp_std::{mem::swap, prelude::*};

type CurrencyOf<T> =
	<<T as Config>::Leaser as Leaser<<T as frame_system::Config>::BlockNumber>>::Currency;
type BalanceOf<T> = <<<T as Config>::Leaser as Leaser<<T as frame_system::Config>::BlockNumber>>::Currency as Currency<
	<T as frame_system::Config>::AccountId,
>>::Balance;

pub trait WeightInfo {
	fn new_auction() -> Weight;
	fn bid() -> Weight;
	fn cancel_auction() -> Weight;
	fn on_initialize() -> Weight;
}

pub struct TestWeightInfo;
impl WeightInfo for TestWeightInfo {
	fn new_auction() -> Weight {
		0
	}
	fn bid() -> Weight {
		0
	}
	fn cancel_auction() -> Weight {
		0
	}
	fn on_initialize() -> Weight {
		0
	}
}

/// An auction index. We count auctions in this type.
pub type AuctionIndex = u32;

type LeasePeriodOf<T> =
	<<T as Config>::Leaser as Leaser<<T as frame_system::Config>::BlockNumber>>::LeasePeriod;

// Winning data type. This encodes the top bidders of each range together with their bid.
type WinningData<T> = [Option<(<T as frame_system::Config>::AccountId, ParaId, BalanceOf<T>)>;
	SlotRange::SLOT_RANGE_COUNT];
// Winners data type. This encodes each of the final winners of a parachain auction, the parachain
// index assigned to them, their winning bid and the range that they won.
type WinnersData<T> =
	Vec<(<T as frame_system::Config>::AccountId, ParaId, BalanceOf<T>, SlotRange)>;

#[frame_support::pallet]
pub mod pallet {
	use super::*;
	use frame_support::{pallet_prelude::*, traits::EnsureOrigin, weights::DispatchClass};
	use frame_system::{ensure_root, ensure_signed, pallet_prelude::*};

	#[pallet::pallet]
	#[pallet::generate_store(pub(super) trait Store)]
	pub struct Pallet<T>(_);

	/// The module's configuration trait.
	#[pallet::config]
	pub trait Config: frame_system::Config {
		/// The overarching event type.
		type Event: From<Event<Self>> + IsType<<Self as frame_system::Config>::Event>;

		/// The type representing the leasing system.
		type Leaser: Leaser<
			Self::BlockNumber,
			AccountId = Self::AccountId,
			LeasePeriod = Self::BlockNumber,
		>;

		/// The parachain registrar type.
		type Registrar: Registrar<AccountId = Self::AccountId>;

		/// The number of blocks over which an auction may be retroactively ended.
		#[pallet::constant]
		type EndingPeriod: Get<Self::BlockNumber>;

		/// The length of each sample to take during the ending period.
		///
		/// `EndingPeriod` / `SampleLength` = Total # of Samples
		#[pallet::constant]
		type SampleLength: Get<Self::BlockNumber>;

		/// Something that provides randomness in the runtime.
		type Randomness: Randomness<Self::Hash, Self::BlockNumber>;

		/// The origin which may initiate auctions.
		type InitiateOrigin: EnsureOrigin<Self::Origin>;

		/// Weight Information for the Extrinsics in the Pallet
		type WeightInfo: WeightInfo;
	}

	#[pallet::event]
	#[pallet::generate_deposit(pub(super) fn deposit_event)]
	pub enum Event<T: Config> {
		/// An auction started. Provides its index and the block number where it will begin to
		/// close and the first lease period of the quadruplet that is auctioned.
		/// `[auction_index, lease_period, ending]`
		AuctionStarted(AuctionIndex, LeasePeriodOf<T>, T::BlockNumber),
		/// An auction ended. All funds become unreserved. `[auction_index]`
		AuctionClosed(AuctionIndex),
		/// Funds were reserved for a winning bid. First balance is the extra amount reserved.
		/// Second is the total. `[bidder, extra_reserved, total_amount]`
		Reserved(T::AccountId, BalanceOf<T>, BalanceOf<T>),
		/// Funds were unreserved since bidder is no longer active. `[bidder, amount]`
		Unreserved(T::AccountId, BalanceOf<T>),
		/// Someone attempted to lease the same slot twice for a parachain. The amount is held in reserve
		/// but no parachain slot has been leased.
		/// `[parachain_id, leaser, amount]`
		ReserveConfiscated(ParaId, T::AccountId, BalanceOf<T>),
		/// A new bid has been accepted as the current winner.
		/// `[who, para_id, amount, first_slot, last_slot]`
		BidAccepted(T::AccountId, ParaId, BalanceOf<T>, LeasePeriodOf<T>, LeasePeriodOf<T>),
		/// The winning offset was chosen for an auction. This will map into the `Winning` storage map.
		/// `[auction_index, block_number]`
		WinningOffset(AuctionIndex, T::BlockNumber),
	}

	#[pallet::error]
	pub enum Error<T> {
		/// This auction is already in progress.
		AuctionInProgress,
		/// The lease period is in the past.
		LeasePeriodInPast,
		/// Para is not registered
		ParaNotRegistered,
		/// Not a current auction.
		NotCurrentAuction,
		/// Not an auction.
		NotAuction,
		/// Auction has already ended.
		AuctionEnded,
		/// The para is already leased out for part of this range.
		AlreadyLeasedOut,
	}

	/// Number of auctions started so far.
	#[pallet::storage]
	#[pallet::getter(fn auction_counter)]
	pub type AuctionCounter<T> = StorageValue<_, AuctionIndex, ValueQuery>;

	/// Information relating to the current auction, if there is one.
	///
	/// The first item in the tuple is the lease period index that the first of the four
	/// contiguous lease periods on auction is for. The second is the block number when the
	/// auction will "begin to end", i.e. the first block of the Ending Period of the auction.
	#[pallet::storage]
	#[pallet::getter(fn auction_info)]
	pub type AuctionInfo<T: Config> = StorageValue<_, (LeasePeriodOf<T>, T::BlockNumber)>;

	/// Amounts currently reserved in the accounts of the bidders currently winning
	/// (sub-)ranges.
	#[pallet::storage]
	#[pallet::getter(fn reserved_amounts)]
	pub type ReservedAmounts<T: Config> =
		StorageMap<_, Twox64Concat, (T::AccountId, ParaId), BalanceOf<T>>;

	/// The winning bids for each of the 10 ranges at each sample in the final Ending Period of
	/// the current auction. The map's key is the 0-based index into the Sample Size. The
	/// first sample of the ending period is 0; the last is `Sample Size - 1`.
	#[pallet::storage]
	#[pallet::getter(fn winning)]
	pub type Winning<T: Config> = StorageMap<_, Twox64Concat, T::BlockNumber, WinningData<T>>;

	#[pallet::extra_constants]
	impl<T: Config> Pallet<T> {
		//TODO: rename to snake case after https://github.com/paritytech/substrate/issues/8826 fixed.
		#[allow(non_snake_case)]
		fn SlotRangeCount() -> u32 {
			SlotRange::SLOT_RANGE_COUNT as u32
		}

		//TODO: rename to snake case after https://github.com/paritytech/substrate/issues/8826 fixed.
		#[allow(non_snake_case)]
		fn LeasePeriodsPerSlot() -> u32 {
			SlotRange::LEASE_PERIODS_PER_SLOT as u32
		}
	}

	#[pallet::hooks]
	impl<T: Config> Hooks<BlockNumberFor<T>> for Pallet<T> {
		fn on_initialize(n: T::BlockNumber) -> Weight {
			let mut weight = T::DbWeight::get().reads(1);

			// If the current auction was in its ending period last block, then ensure that the (sub-)range
			// winner information is duplicated from the previous block in case no bids happened in the
			// last block.
			if let AuctionStatus::EndingPeriod(offset, _sub_sample) = Self::auction_status(n) {
				weight = weight.saturating_add(T::DbWeight::get().reads(1));
				if !Winning::<T>::contains_key(&offset) {
					weight = weight.saturating_add(T::DbWeight::get().writes(1));
					let winning_data = offset
						.checked_sub(&One::one())
						.and_then(Winning::<T>::get)
						.unwrap_or([Self::EMPTY; SlotRange::SLOT_RANGE_COUNT]);
					Winning::<T>::insert(offset, winning_data);
				}
			}

			// Check to see if an auction just ended.
			if let Some((winning_ranges, auction_lease_period_index)) = Self::check_auction_end(n) {
				// Auction is ended now. We have the winning ranges and the lease period index which
				// acts as the offset. Handle it.
				Self::manage_auction_end(auction_lease_period_index, winning_ranges);
				weight = weight.saturating_add(T::WeightInfo::on_initialize());
			}

			weight
		}
	}

	#[pallet::call]
	impl<T: Config> Pallet<T> {
		/// Create a new auction.
		///
		/// This can only happen when there isn't already an auction in progress and may only be
		/// called by the root origin. Accepts the `duration` of this auction and the
		/// `lease_period_index` of the initial lease period of the four that are to be auctioned.
		#[pallet::weight((T::WeightInfo::new_auction(), DispatchClass::Operational))]
		pub fn new_auction(
			origin: OriginFor<T>,
			#[pallet::compact] duration: T::BlockNumber,
			#[pallet::compact] lease_period_index: LeasePeriodOf<T>,
		) -> DispatchResult {
			T::InitiateOrigin::ensure_origin(origin)?;
			Self::do_new_auction(duration, lease_period_index)
		}

		/// Make a new bid from an account (including a parachain account) for deploying a new
		/// parachain.
		///
		/// Multiple simultaneous bids from the same bidder are allowed only as long as all active
		/// bids overlap each other (i.e. are mutually exclusive). Bids cannot be redacted.
		///
		/// - `sub` is the sub-bidder ID, allowing for multiple competing bids to be made by (and
		/// funded by) the same account.
		/// - `auction_index` is the index of the auction to bid on. Should just be the present
		/// value of `AuctionCounter`.
		/// - `first_slot` is the first lease period index of the range to bid on. This is the
		/// absolute lease period index value, not an auction-specific offset.
		/// - `last_slot` is the last lease period index of the range to bid on. This is the
		/// absolute lease period index value, not an auction-specific offset.
		/// - `amount` is the amount to bid to be held as deposit for the parachain should the
		/// bid win. This amount is held throughout the range.
		#[pallet::weight(T::WeightInfo::bid())]
		pub fn bid(
			origin: OriginFor<T>,
			#[pallet::compact] para: ParaId,
			#[pallet::compact] auction_index: AuctionIndex,
			#[pallet::compact] first_slot: LeasePeriodOf<T>,
			#[pallet::compact] last_slot: LeasePeriodOf<T>,
			#[pallet::compact] amount: BalanceOf<T>,
		) -> DispatchResult {
			let who = ensure_signed(origin)?;
			Self::handle_bid(who, para, auction_index, first_slot, last_slot, amount)?;
			Ok(())
		}

		/// Cancel an in-progress auction.
		///
		/// Can only be called by Root origin.
		#[pallet::weight(T::WeightInfo::cancel_auction())]
		pub fn cancel_auction(origin: OriginFor<T>) -> DispatchResult {
			ensure_root(origin)?;
			// Unreserve all bids.
			for ((bidder, _), amount) in ReservedAmounts::<T>::drain() {
				CurrencyOf::<T>::unreserve(&bidder, amount);
			}
			Winning::<T>::remove_all(None);
			AuctionInfo::<T>::kill();
			Ok(())
		}
	}
}

impl<T: Config> Auctioneer<T::BlockNumber> for Pallet<T> {
	type AccountId = T::AccountId;
	type LeasePeriod = T::BlockNumber;
	type Currency = CurrencyOf<T>;

	fn new_auction(
		duration: T::BlockNumber,
		lease_period_index: LeasePeriodOf<T>,
	) -> DispatchResult {
		Self::do_new_auction(duration, lease_period_index)
	}

	// Returns the status of the auction given the current block number.
	fn auction_status(now: T::BlockNumber) -> AuctionStatus<T::BlockNumber> {
		let early_end = match AuctionInfo::<T>::get() {
			Some((_, early_end)) => early_end,
			None => return AuctionStatus::NotStarted,
		};

		let after_early_end = match now.checked_sub(&early_end) {
			Some(after_early_end) => after_early_end,
			None => return AuctionStatus::StartingPeriod,
		};

		let ending_period = T::EndingPeriod::get();
		if after_early_end < ending_period {
			let sample_length = T::SampleLength::get().max(One::one());
			let sample = after_early_end / sample_length;
			let sub_sample = after_early_end % sample_length;
			return AuctionStatus::EndingPeriod(sample, sub_sample)
		} else {
			// This is safe because of the comparison operator above
			return AuctionStatus::VrfDelay(after_early_end - ending_period)
		}
	}

	fn place_bid(
		bidder: T::AccountId,
		para: ParaId,
		first_slot: LeasePeriodOf<T>,
		last_slot: LeasePeriodOf<T>,
		amount: BalanceOf<T>,
	) -> DispatchResult {
		Self::handle_bid(bidder, para, AuctionCounter::<T>::get(), first_slot, last_slot, amount)
	}

	fn lease_period_index(b: T::BlockNumber) -> Option<(Self::LeasePeriod, bool)> {
		T::Leaser::lease_period_index(b)
	}

	#[cfg(any(feature = "runtime-benchmarks", test))]
	fn lease_period_length() -> (T::BlockNumber, T::BlockNumber) {
		T::Leaser::lease_period_length()
	}

	fn has_won_an_auction(para: ParaId, bidder: &T::AccountId) -> bool {
		!T::Leaser::deposit_held(para, bidder).is_zero()
	}
}

impl<T: Config> Pallet<T> {
	// A trick to allow me to initialize large arrays with nothing in them.
	const EMPTY: Option<(<T as frame_system::Config>::AccountId, ParaId, BalanceOf<T>)> = None;

	/// Create a new auction.
	///
	/// This can only happen when there isn't already an auction in progress. Accepts the `duration`
	/// of this auction and the `lease_period_index` of the initial lease period of the four that
	/// are to be auctioned.
	fn do_new_auction(
		duration: T::BlockNumber,
		lease_period_index: LeasePeriodOf<T>,
	) -> DispatchResult {
		let maybe_auction = AuctionInfo::<T>::get();
		ensure!(maybe_auction.is_none(), Error::<T>::AuctionInProgress);
		let now = frame_system::Pallet::<T>::block_number();
		if let Some((current_lease_period, _)) = T::Leaser::lease_period_index(now) {
			// If there is no active lease period, then we don't need to make this check.
			ensure!(lease_period_index >= current_lease_period, Error::<T>::LeasePeriodInPast);
		}

		// Bump the counter.
		let n = AuctionCounter::<T>::mutate(|n| {
			*n += 1;
			*n
		});

		// Set the information.
		let ending = frame_system::Pallet::<T>::block_number().saturating_add(duration);
		AuctionInfo::<T>::put((lease_period_index, ending));

		Self::deposit_event(Event::<T>::AuctionStarted(n, lease_period_index, ending));
		Ok(())
	}

	/// Actually place a bid in the current auction.
	///
	/// - `bidder`: The account that will be funding this bid.
	/// - `auction_index`: The auction index of the bid. For this to succeed, must equal
	/// the current value of `AuctionCounter`.
	/// - `first_slot`: The first lease period index of the range to be bid on.
	/// - `last_slot`: The last lease period index of the range to be bid on (inclusive).
	/// - `amount`: The total amount to be the bid for deposit over the range.
	pub fn handle_bid(
		bidder: T::AccountId,
		para: ParaId,
		auction_index: u32,
		first_slot: LeasePeriodOf<T>,
		last_slot: LeasePeriodOf<T>,
		amount: BalanceOf<T>,
	) -> DispatchResult {
		// Ensure para is registered before placing a bid on it.
		ensure!(T::Registrar::is_registered(para), Error::<T>::ParaNotRegistered);
		// Bidding on latest auction.
		ensure!(auction_index == AuctionCounter::<T>::get(), Error::<T>::NotCurrentAuction);
		// Assume it's actually an auction (this should never fail because of above).
		let (first_lease_period, _) = AuctionInfo::<T>::get().ok_or(Error::<T>::NotAuction)?;

		// Get the auction status and the current sample block. For the starting period, the sample
		// block is zero.
		let auction_status = Self::auction_status(frame_system::Pallet::<T>::block_number());
		// The offset into the ending samples of the auction.
		let offset = match auction_status {
			AuctionStatus::NotStarted => return Err(Error::<T>::AuctionEnded.into()),
			AuctionStatus::StartingPeriod => Zero::zero(),
			AuctionStatus::EndingPeriod(o, _) => o,
			AuctionStatus::VrfDelay(_) => return Err(Error::<T>::AuctionEnded.into()),
		};

		// We also make sure that the bid is not for any existing leases the para already has.
		ensure!(
			!T::Leaser::already_leased(para, first_slot, last_slot),
			Error::<T>::AlreadyLeasedOut
		);

		// Our range.
		let range = SlotRange::new_bounded(first_lease_period, first_slot, last_slot)?;
		// Range as an array index.
		let range_index = range as u8 as usize;

		// The current winning ranges.
		let mut current_winning = Winning::<T>::get(offset)
			.or_else(|| offset.checked_sub(&One::one()).and_then(Winning::<T>::get))
			.unwrap_or([Self::EMPTY; SlotRange::SLOT_RANGE_COUNT]);

		// If this bid beat the previous winner of our range.
		if current_winning[range_index].as_ref().map_or(true, |last| amount > last.2) {
			// Ok; we are the new winner of this range - reserve the additional amount and record.

			// Get the amount already held on deposit if this is a renewal bid (i.e. there's
			// an existing lease on the same para by the same leaser).
			let existing_lease_deposit = T::Leaser::deposit_held(para, &bidder);
			let reserve_required = amount.saturating_sub(existing_lease_deposit);

			// Get the amount already reserved in any prior and still active bids by us.
			let bidder_para = (bidder.clone(), para);
			let already_reserved = ReservedAmounts::<T>::get(&bidder_para).unwrap_or_default();

			// If these don't already cover the bid...
			if let Some(additional) = reserve_required.checked_sub(&already_reserved) {
				// ...then reserve some more funds from their account, failing if there's not
				// enough funds.
				CurrencyOf::<T>::reserve(&bidder, additional)?;
				// ...and record the amount reserved.
				ReservedAmounts::<T>::insert(&bidder_para, reserve_required);

				Self::deposit_event(Event::<T>::Reserved(
					bidder.clone(),
					additional,
					reserve_required,
				));
			}

			// Return any funds reserved for the previous winner if we are not in the ending period
			// and they no longer have any active bids.
			let mut outgoing_winner = Some((bidder.clone(), para, amount));
			swap(&mut current_winning[range_index], &mut outgoing_winner);
			if let Some((who, para, _amount)) = outgoing_winner {
				if auction_status.is_starting() &&
					current_winning
						.iter()
						.filter_map(Option::as_ref)
						.all(|&(ref other, other_para, _)| other != &who || other_para != para)
				{
					// Previous bidder is no longer winning any ranges: unreserve their funds.
					if let Some(amount) = ReservedAmounts::<T>::take(&(who.clone(), para)) {
						// It really should be reserved; there's not much we can do here on fail.
						let err_amt = CurrencyOf::<T>::unreserve(&who, amount);
						debug_assert!(err_amt.is_zero());
						Self::deposit_event(Event::<T>::Unreserved(who, amount));
					}
				}
			}

			// Update the range winner.
			Winning::<T>::insert(offset, &current_winning);
			Self::deposit_event(Event::<T>::BidAccepted(
				bidder, para, amount, first_slot, last_slot,
			));
		}
		Ok(())
	}

	/// Some when the auction's end is known (with the end block number). None if it is unknown.
	/// If `Some` then the block number must be at most the previous block and at least the
	/// previous block minus `T::EndingPeriod::get()`.
	///
	/// This mutates the state, cleaning up `AuctionInfo` and `Winning` in the case of an auction
	/// ending. An immediately subsequent call with the same argument will always return `None`.
	fn check_auction_end(now: T::BlockNumber) -> Option<(WinningData<T>, LeasePeriodOf<T>)> {
		if let Some((lease_period_index, early_end)) = AuctionInfo::<T>::get() {
			let ending_period = T::EndingPeriod::get();
			let late_end = early_end.saturating_add(ending_period);
			let is_ended = now >= late_end;
			if is_ended {
				// auction definitely ended.
				// check to see if we can determine the actual ending point.
				let (raw_offset, known_since) = T::Randomness::random(&b"para_auction"[..]);

				if late_end <= known_since {
					// Our random seed was known only after the auction ended. Good to use.
					let raw_offset_block_number = <T::BlockNumber>::decode(
						&mut raw_offset.as_ref(),
					)
					.expect("secure hashes should always be bigger than the block number; qed");
					let offset = (raw_offset_block_number % ending_period) /
						T::SampleLength::get().max(One::one());

					let auction_counter = AuctionCounter::<T>::get();
					Self::deposit_event(Event::<T>::WinningOffset(auction_counter, offset));
					let res = Winning::<T>::get(offset)
						.unwrap_or([Self::EMPTY; SlotRange::SLOT_RANGE_COUNT]);
					// This `remove_all` statement should remove at most `EndingPeriod` / `SampleLength` items,
					// which should be bounded and sensibly configured in the runtime.
					Winning::<T>::remove_all(None);
					AuctionInfo::<T>::kill();
					return Some((res, lease_period_index))
				}
			}
		}
		None
	}

	/// Auction just ended. We have the current lease period, the auction's lease period (which
	/// is guaranteed to be at least the current period) and the bidders that were winning each
	/// range at the time of the auction's close.
	fn manage_auction_end(
		auction_lease_period_index: LeasePeriodOf<T>,
		winning_ranges: WinningData<T>,
	) {
		// First, unreserve all amounts that were reserved for the bids. We will later re-reserve the
		// amounts from the bidders that ended up being assigned the slot so there's no need to
		// special-case them here.
		for ((bidder, _), amount) in ReservedAmounts::<T>::drain() {
			CurrencyOf::<T>::unreserve(&bidder, amount);
		}

		// Next, calculate the winning combination of slots and thus the final winners of the
		// auction.
		let winners = Self::calculate_winners(winning_ranges);

		// Go through those winners and re-reserve their bid, updating our table of deposits
		// accordingly.
		for (leaser, para, amount, range) in winners.into_iter() {
			let begin_offset = LeasePeriodOf::<T>::from(range.as_pair().0 as u32);
			let period_begin = auction_lease_period_index + begin_offset;
			let period_count = LeasePeriodOf::<T>::from(range.len() as u32);

			match T::Leaser::lease_out(para, &leaser, amount, period_begin, period_count) {
				Err(LeaseError::ReserveFailed) |
				Err(LeaseError::AlreadyEnded) |
				Err(LeaseError::NoLeasePeriod) => {
					// Should never happen since we just unreserved this amount (and our offset is from the
					// present period). But if it does, there's not much we can do.
				},
				Err(LeaseError::AlreadyLeased) => {
					// The leaser attempted to get a second lease on the same para ID, possibly griefing us. Let's
					// keep the amount reserved and let governance sort it out.
					if CurrencyOf::<T>::reserve(&leaser, amount).is_ok() {
						Self::deposit_event(Event::<T>::ReserveConfiscated(para, leaser, amount));
					}
				},
				Ok(()) => {}, // Nothing to report.
			}
		}

		Self::deposit_event(Event::<T>::AuctionClosed(AuctionCounter::<T>::get()));
	}

	/// Calculate the final winners from the winning slots.
	///
	/// This is a simple dynamic programming algorithm designed by Al, the original code is at:
	/// `https://github.com/w3f/consensus/blob/master/NPoS/auctiondynamicthing.py`
	fn calculate_winners(mut winning: WinningData<T>) -> WinnersData<T> {
		let winning_ranges = {
			let mut best_winners_ending_at: [(Vec<SlotRange>, BalanceOf<T>);
				SlotRange::LEASE_PERIODS_PER_SLOT] = Default::default();
			let best_bid = |range: SlotRange| {
				winning[range as u8 as usize]
					.as_ref()
					.map(|(_, _, amount)| *amount * (range.len() as u32).into())
			};
			for i in 0..SlotRange::LEASE_PERIODS_PER_SLOT {
				let r = SlotRange::new_bounded(0, 0, i as u32).expect("`i < LPPS`; qed");
				if let Some(bid) = best_bid(r) {
					best_winners_ending_at[i] = (vec![r], bid);
				}
				for j in 0..i {
					let r = SlotRange::new_bounded(0, j as u32 + 1, i as u32)
						.expect("`i < LPPS`; `j < i`; `j + 1 < LPPS`; qed");
					if let Some(mut bid) = best_bid(r) {
						bid += best_winners_ending_at[j].1;
						if bid > best_winners_ending_at[i].1 {
							let mut new_winners = best_winners_ending_at[j].0.clone();
							new_winners.push(r);
							best_winners_ending_at[i] = (new_winners, bid);
						}
					} else {
						if best_winners_ending_at[j].1 > best_winners_ending_at[i].1 {
							best_winners_ending_at[i] = best_winners_ending_at[j].clone();
						}
					}
				}
			}
			best_winners_ending_at[SlotRange::LEASE_PERIODS_PER_SLOT - 1].0.clone()
		};

		winning_ranges
			.into_iter()
			.map(|range| {
				let mut final_winner = Default::default();
				swap(
					&mut final_winner,
					winning[range as u8 as usize]
						.as_mut()
						.expect("none values are filtered out in previous logic; qed"),
				);
				let (bidder, para, amount) = final_winner;
				(bidder, para, amount, range)
			})
			.collect::<Vec<_>>()
	}
}

/// tests for this module
#[cfg(test)]
mod tests {
	use super::*;
	use crate::{auctions, mock::TestRegistrar};
	use frame_support::{
		assert_noop, assert_ok, assert_storage_noop,
		dispatch::DispatchError::BadOrigin,
		ord_parameter_types, parameter_types,
		traits::{OnFinalize, OnInitialize},
	};
	use frame_system::{EnsureOneOf, EnsureRoot, EnsureSignedBy};
	use pallet_balances;
	use primitives::v1::{BlockNumber, Header, Id as ParaId};
	use sp_core::H256;
	use sp_runtime::traits::{BlakeTwo256, IdentityLookup};
	use std::{cell::RefCell, collections::BTreeMap};

	type UncheckedExtrinsic = frame_system::mocking::MockUncheckedExtrinsic<Test>;
	type Block = frame_system::mocking::MockBlock<Test>;

	frame_support::construct_runtime!(
		pub enum Test where
			Block = Block,
			NodeBlock = Block,
			UncheckedExtrinsic = UncheckedExtrinsic,
		{
			System: frame_system::{Pallet, Call, Config, Storage, Event<T>},
			Balances: pallet_balances::{Pallet, Call, Storage, Config<T>, Event<T>},
			Auctions: auctions::{Pallet, Call, Storage, Event<T>},
		}
	);

	parameter_types! {
		pub const BlockHashCount: u32 = 250;
	}
	impl frame_system::Config for Test {
		type BaseCallFilter = frame_support::traits::Everything;
		type BlockWeights = ();
		type BlockLength = ();
		type DbWeight = ();
		type Origin = Origin;
		type Call = Call;
		type Index = u64;
		type BlockNumber = BlockNumber;
		type Hash = H256;
		type Hashing = BlakeTwo256;
		type AccountId = u64;
		type Lookup = IdentityLookup<Self::AccountId>;
		type Header = Header;
		type Event = Event;
		type BlockHashCount = BlockHashCount;
		type Version = ();
		type PalletInfo = PalletInfo;
		type AccountData = pallet_balances::AccountData<u64>;
		type OnNewAccount = ();
		type OnKilledAccount = ();
		type SystemWeightInfo = ();
		type SS58Prefix = ();
		type OnSetCode = ();
	}

	parameter_types! {
		pub const ExistentialDeposit: u64 = 1;
		pub const MaxReserves: u32 = 50;
	}

	impl pallet_balances::Config for Test {
		type Balance = u64;
		type DustRemoval = ();
		type Event = Event;
		type ExistentialDeposit = ExistentialDeposit;
		type AccountStore = System;
		type WeightInfo = ();
		type MaxLocks = ();
		type MaxReserves = MaxReserves;
		type ReserveIdentifier = [u8; 8];
	}

	#[derive(Eq, PartialEq, Ord, PartialOrd, Clone, Copy, Debug)]
	pub struct LeaseData {
		leaser: u64,
		amount: u64,
	}

	thread_local! {
		pub static LEASES:
			RefCell<BTreeMap<(ParaId, BlockNumber), LeaseData>> = RefCell::new(BTreeMap::new());
	}

	fn leases() -> Vec<((ParaId, BlockNumber), LeaseData)> {
		LEASES.with(|p| (&*p.borrow()).clone().into_iter().collect::<Vec<_>>())
	}

	pub struct TestLeaser;
	impl Leaser<BlockNumber> for TestLeaser {
		type AccountId = u64;
		type LeasePeriod = BlockNumber;
		type Currency = Balances;

		fn lease_out(
			para: ParaId,
			leaser: &Self::AccountId,
			amount: <Self::Currency as Currency<Self::AccountId>>::Balance,
			period_begin: Self::LeasePeriod,
			period_count: Self::LeasePeriod,
		) -> Result<(), LeaseError> {
			LEASES.with(|l| {
				let mut leases = l.borrow_mut();
				let now = System::block_number();
				let (current_lease_period, _) =
					Self::lease_period_index(now).ok_or(LeaseError::NoLeasePeriod)?;
				if period_begin < current_lease_period {
					return Err(LeaseError::AlreadyEnded)
				}
				for period in period_begin..(period_begin + period_count) {
					if leases.contains_key(&(para, period)) {
						return Err(LeaseError::AlreadyLeased)
					}
					leases.insert((para, period), LeaseData { leaser: leaser.clone(), amount });
				}
				Ok(())
			})
		}

		fn deposit_held(
			para: ParaId,
			leaser: &Self::AccountId,
		) -> <Self::Currency as Currency<Self::AccountId>>::Balance {
			leases()
				.iter()
				.filter_map(|((id, _period), data)| {
					if id == &para && &data.leaser == leaser {
						Some(data.amount)
					} else {
						None
					}
				})
				.max()
				.unwrap_or_default()
		}

		fn lease_period_length() -> (BlockNumber, BlockNumber) {
			(10, 0)
		}

		fn lease_period_index(b: BlockNumber) -> Option<(Self::LeasePeriod, bool)> {
			let (lease_period_length, offset) = Self::lease_period_length();
			let b = b.checked_sub(offset)?;

			let lease_period = b / lease_period_length;
			let first_block = (b % lease_period_length).is_zero();

			Some((lease_period, first_block))
		}

		fn already_leased(
			para_id: ParaId,
			first_period: Self::LeasePeriod,
			last_period: Self::LeasePeriod,
		) -> bool {
			leases().into_iter().any(|((para, period), _data)| {
				para == para_id && first_period <= period && period <= last_period
			})
		}
	}

	ord_parameter_types! {
		pub const Six: u64 = 6;
	}

	type RootOrSix = EnsureOneOf<u64, EnsureRoot<u64>, EnsureSignedBy<Six, u64>>;

	thread_local! {
		pub static LAST_RANDOM: RefCell<Option<(H256, u32)>> = RefCell::new(None);
	}
	fn set_last_random(output: H256, known_since: u32) {
		LAST_RANDOM.with(|p| *p.borrow_mut() = Some((output, known_since)))
	}
	pub struct TestPastRandomness;
	impl Randomness<H256, BlockNumber> for TestPastRandomness {
		fn random(_subject: &[u8]) -> (H256, u32) {
			LAST_RANDOM.with(|p| {
				if let Some((output, known_since)) = &*p.borrow() {
					(*output, *known_since)
				} else {
					(H256::zero(), frame_system::Pallet::<Test>::block_number())
				}
			})
		}
	}

	parameter_types! {
		pub static EndingPeriod: BlockNumber = 3;
		pub static SampleLength: BlockNumber = 1;
	}

	impl Config for Test {
		type Event = Event;
		type Leaser = TestLeaser;
		type Registrar = TestRegistrar<Self>;
		type EndingPeriod = EndingPeriod;
		type SampleLength = SampleLength;
		type Randomness = TestPastRandomness;
		type InitiateOrigin = RootOrSix;
		type WeightInfo = crate::auctions::TestWeightInfo;
	}

	// This function basically just builds a genesis storage key/value store according to
	// our desired mock up.
	pub fn new_test_ext() -> sp_io::TestExternalities {
		let mut t = frame_system::GenesisConfig::default().build_storage::<Test>().unwrap();
		pallet_balances::GenesisConfig::<Test> {
			balances: vec![(1, 10), (2, 20), (3, 30), (4, 40), (5, 50), (6, 60)],
		}
		.assimilate_storage(&mut t)
		.unwrap();
		let mut ext: sp_io::TestExternalities = t.into();
		ext.execute_with(|| {
			// Register para 0, 1, 2, and 3 for tests
			assert_ok!(TestRegistrar::<Test>::register(
				1,
				0.into(),
				Default::default(),
				Default::default()
			));
			assert_ok!(TestRegistrar::<Test>::register(
				1,
				1.into(),
				Default::default(),
				Default::default()
			));
			assert_ok!(TestRegistrar::<Test>::register(
				1,
				2.into(),
				Default::default(),
				Default::default()
			));
			assert_ok!(TestRegistrar::<Test>::register(
				1,
				3.into(),
				Default::default(),
				Default::default()
			));
		});
		ext
	}

	fn run_to_block(n: BlockNumber) {
		while System::block_number() < n {
			Auctions::on_finalize(System::block_number());
			Balances::on_finalize(System::block_number());
			System::on_finalize(System::block_number());
			System::set_block_number(System::block_number() + 1);
			System::on_initialize(System::block_number());
			Balances::on_initialize(System::block_number());
			Auctions::on_initialize(System::block_number());
		}
	}

	#[test]
	fn basic_setup_works() {
		new_test_ext().execute_with(|| {
			assert_eq!(AuctionCounter::<Test>::get(), 0);
			assert_eq!(TestLeaser::deposit_held(0u32.into(), &1), 0);
			assert_eq!(
				Auctions::auction_status(System::block_number()),
				AuctionStatus::<u32>::NotStarted
			);

			run_to_block(10);

			assert_eq!(AuctionCounter::<Test>::get(), 0);
			assert_eq!(TestLeaser::deposit_held(0u32.into(), &1), 0);
			assert_eq!(
				Auctions::auction_status(System::block_number()),
				AuctionStatus::<u32>::NotStarted
			);
		});
	}

	#[test]
	fn can_start_auction() {
		new_test_ext().execute_with(|| {
			run_to_block(1);

			assert_noop!(Auctions::new_auction(Origin::signed(1), 5, 1), BadOrigin);
			assert_ok!(Auctions::new_auction(Origin::signed(6), 5, 1));

			assert_eq!(AuctionCounter::<Test>::get(), 1);
			assert_eq!(
				Auctions::auction_status(System::block_number()),
				AuctionStatus::<u32>::StartingPeriod
			);
		});
	}

	#[test]
	fn bidding_works() {
		new_test_ext().execute_with(|| {
			run_to_block(1);
			assert_ok!(Auctions::new_auction(Origin::signed(6), 5, 1));
			assert_ok!(Auctions::bid(Origin::signed(1), 0.into(), 1, 1, 4, 5));

			assert_eq!(Balances::reserved_balance(1), 5);
			assert_eq!(Balances::free_balance(1), 5);
			assert_eq!(
				Auctions::winning(0).unwrap()[SlotRange::ZeroThree as u8 as usize],
				Some((1, 0.into(), 5))
			);
		});
	}

	#[test]
	fn under_bidding_works() {
		new_test_ext().execute_with(|| {
			run_to_block(1);
			assert_ok!(Auctions::new_auction(Origin::signed(6), 5, 1));

			assert_ok!(Auctions::bid(Origin::signed(1), 0.into(), 1, 1, 4, 5));

			assert_storage_noop!({
				assert_ok!(Auctions::bid(Origin::signed(2), 0.into(), 1, 1, 4, 1));
			});
		});
	}

	#[test]
	fn over_bidding_works() {
		new_test_ext().execute_with(|| {
			run_to_block(1);
			assert_ok!(Auctions::new_auction(Origin::signed(6), 5, 1));
			assert_ok!(Auctions::bid(Origin::signed(1), 0.into(), 1, 1, 4, 5));
			assert_ok!(Auctions::bid(Origin::signed(2), 0.into(), 1, 1, 4, 6));

			assert_eq!(Balances::reserved_balance(1), 0);
			assert_eq!(Balances::free_balance(1), 10);
			assert_eq!(Balances::reserved_balance(2), 6);
			assert_eq!(Balances::free_balance(2), 14);
			assert_eq!(
				Auctions::winning(0).unwrap()[SlotRange::ZeroThree as u8 as usize],
				Some((2, 0.into(), 6))
			);
		});
	}

	#[test]
	fn auction_proceeds_correctly() {