#!/usr/bin/env python3 from itertools import chain, combinations from typing import Generator def zerosum_subgroups( balances: dict[str, int], tolerance: int = 0, ) -> Generator[tuple[str, ...], None, None]: if len(balances) < 3: return for combination in combinations(balances, len(balances) - 2): if abs(sum(balances[key] for key in combination)) <= tolerance: yield combination def solve_greedily( balances: dict[str, int], tolerance: int = 0 ) -> dict[tuple[str, str], int]: creditors = {} debitors = {} for k, v in balances.items(): if v > 0: creditors[k] = v else: debitors[k] = v transactions = {} while not all( abs(value) <= tolerance for value in chain(creditors.values(), debitors.values()) ): for debitor, debit_value in sorted(debitors.items(), key=lambda x: x[1]): for creditor, credit_value in sorted( creditors.items(), key=lambda x: x[1], reverse=True ): sum_value = credit_value + debit_value if abs(debit_value) <= credit_value: del debitors[debitor] creditors[creditor] = sum_value transactions[debitor, creditor] = abs(debit_value) else: del creditors[creditor] debitors[debitor] = sum_value transactions[debitor, creditor] = credit_value break return transactions def solve(balances: dict[str, int], tolerance: int = 0) -> dict[tuple[str, str], int]: possibilities = [] for subgroup in zerosum_subgroups(balances, tolerance): transactions_sub = solve({k: balances[k] for k in subgroup}, tolerance) transactions_other = solve( {k: balances[k] for k in balances if not k in subgroup}, tolerance ) possibilities.append(transactions_sub | transactions_other) if not possibilities: possibilities.append(solve_greedily(balances, tolerance)) return min(possibilities, key=lambda x: len(x)) def perform_transfers( balances: dict[str, int], transactions: dict[tuple[str, str], int] ) -> dict[str, int]: balances = balances.copy() for (sender, recipient), value in transactions.items(): balances[sender] += value balances[recipient] -= value return balances if __name__ == "__main__": # should be possible with 3 transactions (A, B, C balance excactly) balances = { "A": 50, "B": -30, "C": -20, "D": -40, } balances["E"] = -sum(balances.values()) print(solve(balances))