bdk/src/wallet/coin_selection.rs

// Magical Bitcoin Library
// Written in 2020 by
//     Alekos Filini <alekos.filini@gmail.com>
//
// Copyright (c) 2020 Magical Bitcoin
//
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
// in the Software without restriction, including without limitation the rights
// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the Software is
// furnished to do so, subject to the following conditions:
//
// The above copyright notice and this permission notice shall be included in all
// copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
// SOFTWARE.

//! Coin selection
//!
//! This module provides the trait [`CoinSelectionAlgorithm`] that can be implemented to
//! define custom coin selection algorithms.
//!
//! The coin selection algorithm is not globally part of a [`Wallet`](super::Wallet), instead it
//! is selected whenever a [`Wallet::create_tx`](super::Wallet::create_tx) call is made, through
//! the use of the [`TxBuilder`] structure, specifically with
//! [`TxBuilder::coin_selection`](super::tx_builder::TxBuilder::coin_selection) method.
//!
//! The [`DefaultCoinSelectionAlgorithm`] selects the default coin selection algorithm that
//! [`TxBuilder`] uses, if it's not explicitly overridden.
//!
//! [`TxBuilder`]: super::tx_builder::TxBuilder
//!
//! ## Example
//!
//! ```no_run
//! # use std::str::FromStr;
//! # use bitcoin::*;
//! # use bdk::wallet::coin_selection::*;
//! # use bdk::database::Database;
//! # use bdk::*;
//! #[derive(Debug)]
//! struct AlwaysSpendEverything;
//!
//! impl<D: Database> CoinSelectionAlgorithm<D> for AlwaysSpendEverything {
//!     fn coin_select(
//!         &self,
//!         database: &D,
//!         required_utxos: Vec<(UTXO, usize)>,
//!         optional_utxos: Vec<(UTXO, usize)>,
//!         fee_rate: FeeRate,
//!         amount_needed: u64,
//!         fee_amount: f32,
//!     ) -> Result<CoinSelectionResult, bdk::Error> {
//!         let mut selected_amount = 0;
//!         let mut additional_weight = 0;
//!         let all_utxos_selected = required_utxos
//!             .into_iter().chain(optional_utxos)
//!             .scan((&mut selected_amount, &mut additional_weight), |(selected_amount, additional_weight), (utxo, weight)| {
//!                 **selected_amount += utxo.txout.value;
//!                 **additional_weight += TXIN_BASE_WEIGHT + weight;
//!
//!                 Some(utxo)
//!             })
//!             .collect::<Vec<_>>();
//!         let additional_fees = additional_weight as f32 * fee_rate.as_sat_vb() / 4.0;
//!
//!         if (fee_amount + additional_fees).ceil() as u64 + amount_needed > selected_amount {
//!             return Err(bdk::Error::InsufficientFunds);
//!         }
//!
//!         Ok(CoinSelectionResult {
//!             selected: all_utxos_selected,
//!             selected_amount,
//!             fee_amount: fee_amount + additional_fees,
//!         })
//!     }
//! }
//!
//! # let wallet: OfflineWallet<_> = Wallet::new_offline("", None, Network::Testnet, bdk::database::MemoryDatabase::default())?;
//! // create wallet, sync, ...
//!
//! let to_address = Address::from_str("2N4eQYCbKUHCCTUjBJeHcJp9ok6J2GZsTDt").unwrap();
//! let (psbt, details) = wallet.create_tx(
//!     TxBuilder::with_recipients(vec![(to_address.script_pubkey(), 50_000)])
//!         .coin_selection(AlwaysSpendEverything),
//! )?;
//!
//! // inspect, sign, broadcast, ...
//!
//! # Ok::<(), bdk::Error>(())
//! ```

use crate::database::Database;
use crate::error::Error;
use crate::types::{FeeRate, UTXO};

use rand::seq::SliceRandom;
#[cfg(not(test))]
use rand::thread_rng;
#[cfg(test)]
use rand::{rngs::StdRng, SeedableRng};

/// Default coin selection algorithm used by [`TxBuilder`](super::tx_builder::TxBuilder) if not
/// overridden
#[cfg(not(test))]
pub type DefaultCoinSelectionAlgorithm = BranchAndBoundCoinSelection;
#[cfg(test)]
pub type DefaultCoinSelectionAlgorithm = LargestFirstCoinSelection; // make the tests more predictable

// Base weight of a Txin, not counting the weight needed for satisfaying it.
// prev_txid (32 bytes) + prev_vout (4 bytes) + sequence (4 bytes) + script_len (1 bytes)
pub const TXIN_BASE_WEIGHT: usize = (32 + 4 + 4 + 1) * 4;

/// Result of a successful coin selection
#[derive(Debug)]
pub struct CoinSelectionResult {
    /// List of outputs selected for use as inputs
    pub selected: Vec<UTXO>,
    /// Sum of the selected inputs' value
    pub selected_amount: u64,
    /// Total fee amount in satoshi
    pub fee_amount: f32,
}

/// Trait for generalized coin selection algorithms
///
/// This trait can be implemented to make the [`Wallet`](super::Wallet) use a customized coin
/// selection algorithm when it creates transactions.
///
/// For an example see [this module](crate::wallet::coin_selection)'s documentation.
pub trait CoinSelectionAlgorithm<D: Database>: std::fmt::Debug {
    /// Perform the coin selection
    ///
    /// - `database`: a reference to the wallet's database that can be used to lookup additional
    ///               details for a specific UTXO
    /// - `required_utxos`: the utxos that must be spent regardless of `amount_needed` with their
    ///                     weight cost
    /// - `optional_utxos`: the remaining available utxos to satisfy `amount_needed` with their
    ///                     weight cost
    /// - `fee_rate`: fee rate to use
    /// - `amount_needed`: the amount in satoshi to select
    /// - `fee_amount`: the amount of fees in satoshi already accumulated from adding outputs and
    ///                 the transaction's header
    fn coin_select(
        &self,
        database: &D,
        required_utxos: Vec<(UTXO, usize)>,
        optional_utxos: Vec<(UTXO, usize)>,
        fee_rate: FeeRate,
        amount_needed: u64,
        fee_amount: f32,
    ) -> Result<CoinSelectionResult, Error>;
}

/// Simple and dumb coin selection
///
/// This coin selection algorithm sorts the available UTXOs by value and then picks them starting
/// from the largest ones until the required amount is reached.
#[derive(Debug, Default)]
pub struct LargestFirstCoinSelection;

impl<D: Database> CoinSelectionAlgorithm<D> for LargestFirstCoinSelection {
    fn coin_select(
        &self,
        _database: &D,
        required_utxos: Vec<(UTXO, usize)>,
        mut optional_utxos: Vec<(UTXO, usize)>,
        fee_rate: FeeRate,
        amount_needed: u64,
        mut fee_amount: f32,
    ) -> Result<CoinSelectionResult, Error> {
        let calc_fee_bytes = |wu| (wu as f32) * fee_rate.as_sat_vb() / 4.0;

        log::debug!(
            "amount_needed = `{}`, fee_amount = `{}`, fee_rate = `{:?}`",
            amount_needed,
            fee_amount,
            fee_rate
        );

        // We put the "required UTXOs" first and make sure the optional UTXOs are sorted,
        // initially smallest to largest, before being reversed with `.rev()`.
        let utxos = {
            optional_utxos.sort_unstable_by_key(|(utxo, _)| utxo.txout.value);
            required_utxos
                .into_iter()
                .map(|utxo| (true, utxo))
                .chain(optional_utxos.into_iter().rev().map(|utxo| (false, utxo)))
        };

        // Keep including inputs until we've got enough.
        // Store the total input value in selected_amount and the total fee being paid in fee_amount
        let mut selected_amount = 0;
        let selected = utxos
            .scan(
                (&mut selected_amount, &mut fee_amount),
                |(selected_amount, fee_amount), (must_use, (utxo, weight))| {
                    if must_use || **selected_amount < amount_needed + (fee_amount.ceil() as u64) {
                        **fee_amount += calc_fee_bytes(TXIN_BASE_WEIGHT + weight);
                        **selected_amount += utxo.txout.value;

                        log::debug!(
                            "Selected {}, updated fee_amount = `{}`",
                            utxo.outpoint,
                            fee_amount
                        );

                        Some(utxo)
                    } else {
                        None
                    }
                },
            )
            .collect::<Vec<_>>();

        if selected_amount < amount_needed + (fee_amount.ceil() as u64) {
            return Err(Error::InsufficientFunds);
        }

        Ok(CoinSelectionResult {
            selected,
            fee_amount,
            selected_amount,
        })
    }
}

#[derive(Debug, Clone)]
// Adds fee information to an UTXO.
struct OutputGroup {
    utxo: UTXO,
    // weight needed to satisfy the UTXO, as described in `Descriptor::max_satisfaction_weight`
    satisfaction_weight: usize,
    // Amount of fees for spending a certain utxo, calculated using a certain FeeRate
    fee: f32,
    // The effective value of the UTXO, i.e., the utxo value minus the fee for spending it
    effective_value: i64,
}

impl OutputGroup {
    fn new(utxo: UTXO, satisfaction_weight: usize, fee_rate: FeeRate) -> Self {
        let fee = (TXIN_BASE_WEIGHT + satisfaction_weight) as f32 / 4.0 * fee_rate.as_sat_vb();
        let effective_value = utxo.txout.value as i64 - fee.ceil() as i64;
        OutputGroup {
            utxo,
            satisfaction_weight,
            effective_value,
            fee,
        }
    }
}

/// Branch and bound coin selection
///
/// Code adapted from Bitcoin Core's implementation and from Mark Erhardt Master's Thesis: <http://murch.one/wp-content/uploads/2016/11/erhardt2016coinselection.pdf>
#[derive(Debug)]
pub struct BranchAndBoundCoinSelection {
    size_of_change: u64,
}

impl Default for BranchAndBoundCoinSelection {
    fn default() -> Self {
        Self {
            // P2WPKH cost of change -> value (8 bytes) + script len (1 bytes) + script (22 bytes)
            size_of_change: 8 + 1 + 22,
        }
    }
}

impl BranchAndBoundCoinSelection {
    pub fn new(size_of_change: u64) -> Self {
        Self { size_of_change }
    }
}

const BNB_TOTAL_TRIES: usize = 100_000;

impl<D: Database> CoinSelectionAlgorithm<D> for BranchAndBoundCoinSelection {
    fn coin_select(
        &self,
        _database: &D,
        required_utxos: Vec<(UTXO, usize)>,
        optional_utxos: Vec<(UTXO, usize)>,
        fee_rate: FeeRate,
        amount_needed: u64,
        fee_amount: f32,
    ) -> Result<CoinSelectionResult, Error> {
        // Mapping every (UTXO, usize) to an output group
        let required_utxos: Vec<OutputGroup> = required_utxos
            .into_iter()
            .map(|u| OutputGroup::new(u.0, u.1, fee_rate))
            .collect();

        // Mapping every (UTXO, usize) to an output group.
        // Filtering UTXOs with an effective_value < 0, as the fee paid for
        // adding them is more than their value
        let optional_utxos: Vec<OutputGroup> = optional_utxos
            .into_iter()
            .map(|u| OutputGroup::new(u.0, u.1, fee_rate))
            .filter(|u| u.effective_value > 0)
            .collect();

        let curr_value = required_utxos
            .iter()
            .fold(0, |acc, x| acc + x.effective_value as u64);

        let curr_available_value = optional_utxos
            .iter()
            .fold(0, |acc, x| acc + x.effective_value as u64);

        let actual_target = fee_amount.ceil() as u64 + amount_needed;
        let cost_of_change = self.size_of_change as f32 * fee_rate.as_sat_vb();

        if curr_available_value + curr_value < actual_target {
            return Err(Error::InsufficientFunds);
        }

        Ok(self
            .bnb(
                required_utxos.clone(),
                optional_utxos.clone(),
                curr_value,
                curr_available_value,
                actual_target,
                fee_amount,
                cost_of_change,
            )
            .unwrap_or_else(|_| {
                self.single_random_draw(
                    required_utxos,
                    optional_utxos,
                    curr_value,
                    actual_target,
                    fee_amount,
                )
            }))
    }
}

impl BranchAndBoundCoinSelection {
    // TODO: make this more Rust-onic :)
    // (And perhpaps refactor with less arguments?)
    #[allow(clippy::too_many_arguments)]
    fn bnb(
        &self,
        required_utxos: Vec<OutputGroup>,
        mut optional_utxos: Vec<OutputGroup>,
        mut curr_value: u64,
        mut curr_available_value: u64,
        actual_target: u64,
        fee_amount: f32,
        cost_of_change: f32,
    ) -> Result<CoinSelectionResult, Error> {
        // current_selection[i] will contain true if we are using optional_utxos[i],
        // false otherwise. Note that current_selection.len() could be less than
        // optional_utxos.len(), it just means that we still haven't decided if we should keep
        // certain optional_utxos or not.
        let mut current_selection: Vec<bool> = Vec::with_capacity(optional_utxos.len());

        // Sort the utxo_pool
        optional_utxos.sort_unstable_by_key(|a| a.effective_value);
        optional_utxos.reverse();

        // Contains the best selection we found
        let mut best_selection = Vec::new();
        let mut best_selection_value = None;

        // Depth First search loop for choosing the UTXOs
        for _ in 0..BNB_TOTAL_TRIES {
            // Conditions for starting a backtrack
            let mut backtrack = false;
            // Cannot possibly reach target with the amount remaining in the curr_available_value,
            // or the selected value is out of range.
            // Go back and try other branch
            if curr_value + curr_available_value < actual_target
                || curr_value > actual_target + cost_of_change as u64
            {
                backtrack = true;
            } else if curr_value >= actual_target {
                // Selected value is within range, there's no point in going forward. Start
                // backtracking
                backtrack = true;

                // If we found a solution better than the previous one, or if there wasn't previous
                // solution, update the best solution
                if best_selection_value.is_none() || curr_value < best_selection_value.unwrap() {
                    best_selection = current_selection.clone();
                    best_selection_value = Some(curr_value);
                }

                // If we found a perfect match, break here
                if curr_value == actual_target {
                    break;
                }
            }

            // Backtracking, moving backwards
            if backtrack {
                // Walk backwards to find the last included UTXO that still needs to have its omission branch traversed.
                while let Some(false) = current_selection.last() {
                    current_selection.pop();
                    curr_available_value +=
                        optional_utxos[current_selection.len()].effective_value as u64;
                }

                if current_selection.last_mut().is_none() {
                    // We have walked back to the first utxo and no branch is untraversed. All solutions searched
                    // If best selection is empty, then there's no exact match
                    if best_selection.is_empty() {
                        return Err(Error::BnBNoExactMatch);
                    }
                    break;
                }

                if let Some(c) = current_selection.last_mut() {
                    // Output was included on previous iterations, try excluding now.
                    *c = false;
                }

                let utxo = &optional_utxos[current_selection.len() - 1];
                curr_value -= utxo.effective_value as u64;
            } else {
                // Moving forwards, continuing down this branch
                let utxo = &optional_utxos[current_selection.len()];

                // Remove this utxo from the curr_available_value utxo amount
                curr_available_value -= utxo.effective_value as u64;

                // Inclusion branch first (Largest First Exploration)
                current_selection.push(true);
                curr_value += utxo.effective_value as u64;
            }
        }

        // Check for solution
        if best_selection.is_empty() {
            return Err(Error::BnBTotalTriesExceeded);
        }

        // Set output set
        let selected_utxos = optional_utxos
            .into_iter()
            .zip(best_selection)
            .filter_map(|(optional, is_in_best)| if is_in_best { Some(optional) } else { None })
            .collect();

        Ok(BranchAndBoundCoinSelection::calculate_cs_result(
            selected_utxos,
            required_utxos,
            fee_amount,
        ))
    }

    fn single_random_draw(
        &self,
        required_utxos: Vec<OutputGroup>,
        mut optional_utxos: Vec<OutputGroup>,
        curr_value: u64,
        actual_target: u64,
        fee_amount: f32,
    ) -> CoinSelectionResult {
        #[cfg(not(test))]
        optional_utxos.shuffle(&mut thread_rng());
        #[cfg(test)]
        {
            let seed = [0; 32];
            let mut rng: StdRng = SeedableRng::from_seed(seed);
            optional_utxos.shuffle(&mut rng);
        }

        let selected_utxos = optional_utxos
            .into_iter()
            .scan(curr_value, |curr_value, utxo| {
                if *curr_value >= actual_target {
                    None
                } else {
                    *curr_value += utxo.effective_value as u64;
                    Some(utxo)
                }
            })
            .collect::<Vec<_>>();

        BranchAndBoundCoinSelection::calculate_cs_result(selected_utxos, required_utxos, fee_amount)
    }

    fn calculate_cs_result(
        mut selected_utxos: Vec<OutputGroup>,
        mut required_utxos: Vec<OutputGroup>,
        mut fee_amount: f32,
    ) -> CoinSelectionResult {
        selected_utxos.append(&mut required_utxos);
        fee_amount += selected_utxos.iter().map(|u| u.fee).sum::<f32>();
        let selected = selected_utxos
            .into_iter()
            .map(|u| u.utxo)
            .collect::<Vec<_>>();
        let selected_amount = selected.iter().map(|u| u.txout.value).sum();

        CoinSelectionResult {
            selected,
            fee_amount,
            selected_amount,
        }
    }
}

#[cfg(test)]
mod test {
    use std::str::FromStr;

    use bitcoin::{OutPoint, Script, TxOut};

    use super::*;
    use crate::database::MemoryDatabase;
    use crate::types::*;

    use rand::rngs::StdRng;
    use rand::seq::SliceRandom;
    use rand::{Rng, SeedableRng};

    const P2WPKH_WITNESS_SIZE: usize = 73 + 33 + 2;

    fn get_test_utxos() -> Vec<(UTXO, usize)> {
        vec![
            (
                UTXO {
                    outpoint: OutPoint::from_str(
                        "ebd9813ecebc57ff8f30797de7c205e3c7498ca950ea4341ee51a685ff2fa30a:0",
                    )
                    .unwrap(),
                    txout: TxOut {
                        value: 100_000,
                        script_pubkey: Script::new(),
                    },
                    script_type: ScriptType::External,
                },
                P2WPKH_WITNESS_SIZE,
            ),
            (
                UTXO {
                    outpoint: OutPoint::from_str(
                        "65d92ddff6b6dc72c89624a6491997714b90f6004f928d875bc0fd53f264fa85:0",
                    )
                    .unwrap(),
                    txout: TxOut {
                        value: 200_000,
                        script_pubkey: Script::new(),
                    },
                    script_type: ScriptType::Internal,
                },
                P2WPKH_WITNESS_SIZE,
            ),
        ]
    }

    fn generate_random_utxos(rng: &mut StdRng, utxos_number: usize) -> Vec<(UTXO, usize)> {
        let mut res = Vec::new();
        for _ in 0..utxos_number {
            res.push((
                UTXO {
                    outpoint: OutPoint::from_str(
                        "ebd9813ecebc57ff8f30797de7c205e3c7498ca950ea4341ee51a685ff2fa30a:0",
                    )
                    .unwrap(),
                    txout: TxOut {
                        value: rng.gen_range(0, 200000000),
                        script_pubkey: Script::new(),
                    },
                    script_type: ScriptType::External,
                },
                P2WPKH_WITNESS_SIZE,
            ));
        }
        res
    }

    fn generate_same_value_utxos(utxos_value: u64, utxos_number: usize) -> Vec<(UTXO, usize)> {
        let utxo = (
            UTXO {
                outpoint: OutPoint::from_str(
                    "ebd9813ecebc57ff8f30797de7c205e3c7498ca950ea4341ee51a685ff2fa30a:0",
                )
                .unwrap(),
                txout: TxOut {
                    value: utxos_value,
                    script_pubkey: Script::new(),
                },
                script_type: ScriptType::External,
            },
            P2WPKH_WITNESS_SIZE,
        );
        vec![utxo; utxos_number]
    }

    fn sum_random_utxos(mut rng: &mut StdRng, utxos: &mut Vec<(UTXO, usize)>) -> u64 {
        let utxos_picked_len = rng.gen_range(2, utxos.len() / 2);
        utxos.shuffle(&mut rng);
        utxos[..utxos_picked_len]
            .iter()
            .fold(0, |acc, x| acc + x.0.txout.value)
    }

    #[test]
    fn test_largest_first_coin_selection_success() {
        let utxos = get_test_utxos();
        let database = MemoryDatabase::default();

        let result = LargestFirstCoinSelection::default()
            .coin_select(
                &database,
                utxos,
                vec![],
                FeeRate::from_sat_per_vb(1.0),
                250_000,
                50.0,
            )
            .unwrap();

        assert_eq!(result.selected.len(), 2);
        assert_eq!(result.selected_amount, 300_000);
        assert_eq!(result.fee_amount, 186.0);
    }

    #[test]
    fn test_largest_first_coin_selection_use_all() {
        let utxos = get_test_utxos();
        let database = MemoryDatabase::default();

        let result = LargestFirstCoinSelection::default()
            .coin_select(
                &database,
                utxos,
                vec![],
                FeeRate::from_sat_per_vb(1.0),
                20_000,
                50.0,
            )
            .unwrap();

        assert_eq!(result.selected.len(), 2);
        assert_eq!(result.selected_amount, 300_000);
        assert_eq!(result.fee_amount, 186.0);
    }

    #[test]
    fn test_largest_first_coin_selection_use_only_necessary() {
        let utxos = get_test_utxos();
        let database = MemoryDatabase::default();

        let result = LargestFirstCoinSelection::default()
            .coin_select(
                &database,
                vec![],
                utxos,
                FeeRate::from_sat_per_vb(1.0),
                20_000,
                50.0,
            )
            .unwrap();

        assert_eq!(result.selected.len(), 1);
        assert_eq!(result.selected_amount, 200_000);
        assert_eq!(result.fee_amount, 118.0);
    }

    #[test]
    #[should_panic(expected = "InsufficientFunds")]
    fn test_largest_first_coin_selection_insufficient_funds() {
        let utxos = get_test_utxos();
        let database = MemoryDatabase::default();

        LargestFirstCoinSelection::default()
            .coin_select(
                &database,
                vec![],
                utxos,
                FeeRate::from_sat_per_vb(1.0),
                500_000,
                50.0,
            )
            .unwrap();
    }

    #[test]
    #[should_panic(expected = "InsufficientFunds")]
    fn test_largest_first_coin_selection_insufficient_funds_high_fees() {
        let utxos = get_test_utxos();
        let database = MemoryDatabase::default();

        LargestFirstCoinSelection::default()
            .coin_select(
                &database,
                vec![],
                utxos,
                FeeRate::from_sat_per_vb(1000.0),
                250_000,
                50.0,
            )
            .unwrap();
    }

    #[test]
    fn test_bnb_coin_selection_success() {
        // In this case bnb won't find a suitable match and single random draw will
        // select three outputs
        let utxos = generate_same_value_utxos(100_000, 20);

        let database = MemoryDatabase::default();

        let result = BranchAndBoundCoinSelection::default()
            .coin_select(
                &database,
                vec![],
                utxos,
                FeeRate::from_sat_per_vb(1.0),
                250_000,
                50.0,
            )
            .unwrap();

        assert_eq!(result.selected.len(), 3);
        assert_eq!(result.selected_amount, 300_000);
        assert_eq!(result.fee_amount, 254.0);
    }

    #[test]
    fn test_bnb_coin_selection_required_are_enough() {
        let utxos = get_test_utxos();
        let database = MemoryDatabase::default();

        let result = BranchAndBoundCoinSelection::default()
            .coin_select(
                &database,
                utxos.clone(),
                utxos,
                FeeRate::from_sat_per_vb(1.0),
                20_000,
                50.0,
            )
            .unwrap();

        assert_eq!(result.selected.len(), 2);
        assert_eq!(result.selected_amount, 300_000);
        assert_eq!(result.fee_amount, 186.0);
    }

    #[test]
    #[should_panic(expected = "InsufficientFunds")]
    fn test_bnb_coin_selection_insufficient_funds() {
        let utxos = get_test_utxos();
        let database = MemoryDatabase::default();

        BranchAndBoundCoinSelection::default()
            .coin_select(
                &database,
                vec![],
                utxos,
                FeeRate::from_sat_per_vb(1.0),
                500_000,
                50.0,
            )
            .unwrap();
    }

    #[test]
    #[should_panic(expected = "InsufficientFunds")]
    fn test_bnb_coin_selection_insufficient_funds_high_fees() {
        let utxos = get_test_utxos();
        let database = MemoryDatabase::default();

        BranchAndBoundCoinSelection::default()
            .coin_select(
                &database,
                vec![],
                utxos,
                FeeRate::from_sat_per_vb(1000.0),
                250_000,
                50.0,
            )
            .unwrap();
    }

    #[test]
    fn test_bnb_coin_selection_check_fee_rate() {
        let utxos = get_test_utxos();
        let database = MemoryDatabase::default();

        let result = BranchAndBoundCoinSelection::new(0)
            .coin_select(
                &database,
                vec![],
                utxos.clone(),
                FeeRate::from_sat_per_vb(1.0),
                99932, // first utxo's effective value
                0.0,
            )
            .unwrap();

        assert_eq!(result.selected.len(), 1);
        assert_eq!(result.selected_amount, 100_000);
        let input_size = (TXIN_BASE_WEIGHT as f32) / 4.0 + P2WPKH_WITNESS_SIZE as f32 / 4.0;
        let epsilon = 0.5;
        assert!((1.0 - (result.fee_amount / input_size)).abs() < epsilon);
    }

    #[test]
    fn test_bnb_coin_selection_exact_match() {
        let seed = [0; 32];
        let mut rng: StdRng = SeedableRng::from_seed(seed);
        let database = MemoryDatabase::default();

        for _i in 0..200 {
            let mut optional_utxos = generate_random_utxos(&mut rng, 16);
            let target_amount = sum_random_utxos(&mut rng, &mut optional_utxos);
            let result = BranchAndBoundCoinSelection::new(0)
                .coin_select(
                    &database,
                    vec![],
                    optional_utxos,
                    FeeRate::from_sat_per_vb(0.0),
                    target_amount,
                    0.0,
                )
                .unwrap();
            assert_eq!(result.selected_amount, target_amount);
        }
    }

    #[test]
    #[should_panic(expected = "BnBNoExactMatch")]
    fn test_bnb_function_no_exact_match() {
        let fee_rate = FeeRate::from_sat_per_vb(10.0);
        let utxos: Vec<OutputGroup> = get_test_utxos()
            .into_iter()
            .map(|u| OutputGroup::new(u.0, u.1, fee_rate))
            .collect();

        let curr_available_value = utxos
            .iter()
            .fold(0, |acc, x| acc + x.effective_value as u64);

        let size_of_change = 31;
        let cost_of_change = size_of_change as f32 * fee_rate.as_sat_vb();
        BranchAndBoundCoinSelection::new(size_of_change)
            .bnb(
                vec![],
                utxos,
                0,
                curr_available_value,
                20_000,
                50.0,
                cost_of_change,
            )
            .unwrap();
    }

    #[test]
    #[should_panic(expected = "BnBTotalTriesExceeded")]
    fn test_bnb_function_tries_exceeded() {
        let fee_rate = FeeRate::from_sat_per_vb(10.0);
        let utxos: Vec<OutputGroup> = generate_same_value_utxos(100_000, 100_000)
            .into_iter()
            .map(|u| OutputGroup::new(u.0, u.1, fee_rate))
            .collect();

        let curr_available_value = utxos
            .iter()
            .fold(0, |acc, x| acc + x.effective_value as u64);

        let size_of_change = 31;
        let cost_of_change = size_of_change as f32 * fee_rate.as_sat_vb();

        BranchAndBoundCoinSelection::new(size_of_change)
            .bnb(
                vec![],
                utxos,
                0,
                curr_available_value,
                20_000,
                50.0,
                cost_of_change,
            )
            .unwrap();
    }

    // The match won't be exact but still in the range
    #[test]
    fn test_bnb_function_almost_exact_match_with_fees() {
        let fee_rate = FeeRate::from_sat_per_vb(1.0);
        let size_of_change = 31;
        let cost_of_change = size_of_change as f32 * fee_rate.as_sat_vb();
        let fee_amount = 50.0;

        let utxos: Vec<_> = generate_same_value_utxos(50_000, 10)
            .into_iter()
            .map(|u| OutputGroup::new(u.0, u.1, fee_rate))
            .collect();

        let curr_value = 0;

        let curr_available_value = utxos
            .iter()
            .fold(0, |acc, x| acc + x.effective_value as u64);

        // 2*(value of 1 utxo)  - 2*(1 utxo fees with 1.0sat/vbyte fee rate) -
        // cost_of_change + 5.
        let target_amount = 2 * 50_000 - 2 * 67 - cost_of_change.ceil() as u64 + 5;

        let result = BranchAndBoundCoinSelection::new(size_of_change)
            .bnb(
                vec![],
                utxos,
                curr_value,
                curr_available_value,
                target_amount,
                fee_amount,
                cost_of_change,
            )
            .unwrap();
        assert_eq!(result.fee_amount, 186.0);
        assert_eq!(result.selected_amount, 100_000);
    }

    // TODO: bnb() function should be optimized, and this test should be done with more utxos
    #[test]
    fn test_bnb_function_exact_match_more_utxos() {
        let seed = [0; 32];
        let mut rng: StdRng = SeedableRng::from_seed(seed);
        let fee_rate = FeeRate::from_sat_per_vb(0.0);

        for _ in 0..200 {
            let optional_utxos: Vec<_> = generate_random_utxos(&mut rng, 40)
                .into_iter()
                .map(|u| OutputGroup::new(u.0, u.1, fee_rate))
                .collect();

            let curr_value = 0;

            let curr_available_value = optional_utxos
                .iter()
                .fold(0, |acc, x| acc + x.effective_value as u64);

            let target_amount = optional_utxos[3].effective_value as u64
                + optional_utxos[23].effective_value as u64;

            let result = BranchAndBoundCoinSelection::new(0)
                .bnb(
                    vec![],
                    optional_utxos,
                    curr_value,
                    curr_available_value,
                    target_amount,
                    0.0,
                    0.0,
                )
                .unwrap();
            assert_eq!(result.selected_amount, target_amount);
        }
    }

    #[test]
    fn test_single_random_draw_function_success() {
        let seed = [0; 32];
        let mut rng: StdRng = SeedableRng::from_seed(seed);
        let mut utxos = generate_random_utxos(&mut rng, 300);
        let target_amount = sum_random_utxos(&mut rng, &mut utxos);

        let fee_rate = FeeRate::from_sat_per_vb(1.0);
        let utxos: Vec<OutputGroup> = utxos
            .into_iter()
            .map(|u| OutputGroup::new(u.0, u.1, fee_rate))
            .collect();

        let result = BranchAndBoundCoinSelection::default().single_random_draw(
            vec![],
            utxos,
            0,
            target_amount,
            50.0,
        );

        assert!(result.selected_amount > target_amount);
        assert_eq!(
            result.fee_amount,
            50.0 + result.selected.len() as f32 * 68.0
        );
    }
}