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use crate::{
fuel_core_graphql_api::service::Database,
query::asset_query::{
AssetQuery,
AssetSpendTarget,
Exclude,
},
};
use core::mem::swap;
use fuel_core_storage::Error as StorageError;
use fuel_core_types::{
entities::resource::{
Resource,
ResourceId,
},
fuel_types::{
Address,
AssetId,
Word,
},
};
use itertools::Itertools;
use rand::prelude::*;
use std::{
cmp::Reverse,
collections::HashSet,
};
use thiserror::Error;
#[derive(Debug, Error)]
pub enum ResourceQueryError {
#[error("store error occurred")]
StorageError(StorageError),
#[error("not enough resources to fit the target")]
InsufficientResources {
asset_id: AssetId,
collected_amount: Word,
},
#[error("max number of resources is reached while trying to fit the target")]
MaxResourcesReached,
#[error("the query contains duplicate assets")]
DuplicateAssets(AssetId),
}
#[cfg(test)]
impl PartialEq for ResourceQueryError {
fn eq(&self, other: &Self) -> bool {
format!("{self:?}") == format!("{other:?}")
}
}
/// The prepared spend queries.
pub struct SpendQuery {
owner: Address,
query_per_asset: Vec<AssetSpendTarget>,
exclude: Exclude,
}
impl SpendQuery {
// TODO: Check that number of `queries` is not too high(to prevent attacks).
// https://github.com/FuelLabs/fuel-core/issues/588#issuecomment-1240074551
pub fn new(
owner: Address,
query_per_asset: &[AssetSpendTarget],
exclude_vec: Option<Vec<ResourceId>>,
) -> Result<Self, ResourceQueryError> {
let mut duplicate_checker = HashSet::new();
for query in query_per_asset {
if duplicate_checker.contains(&query.id) {
return Err(ResourceQueryError::DuplicateAssets(query.id))
}
duplicate_checker.insert(query.id);
}
let exclude = if let Some(exclude_vec) = exclude_vec {
Exclude::new(exclude_vec)
} else {
Default::default()
};
Ok(Self {
owner,
query_per_asset: query_per_asset.into(),
exclude,
})
}
/// Return [`Asset`]s.
pub fn assets(&self) -> &Vec<AssetSpendTarget> {
&self.query_per_asset
}
/// Return [`AssetQuery`]s.
pub fn asset_queries<'a>(&'a self, db: &'a Database) -> Vec<AssetQuery<'a>> {
self.query_per_asset
.iter()
.map(|asset| AssetQuery::new(&self.owner, asset, Some(&self.exclude), db))
.collect()
}
/// Returns exclude that contains information about excluded ids.
pub fn exclude(&self) -> &Exclude {
&self.exclude
}
/// Returns the owner of the query.
pub fn owner(&self) -> &Address {
&self.owner
}
}
/// Returns the biggest inputs of the `owner` to satisfy the required `target` of the asset. The
/// number of inputs for each asset can't exceed `max_inputs`, otherwise throw an error that query
/// can't be satisfied.
pub fn largest_first(query: &AssetQuery) -> Result<Vec<Resource>, ResourceQueryError> {
let mut inputs: Vec<_> = query.unspent_resources().try_collect()?;
inputs.sort_by_key(|resource| Reverse(*resource.amount()));
let mut collected_amount = 0u64;
let mut resources = vec![];
for resource in inputs {
// Break if we don't need any more coins
if collected_amount >= query.asset.target {
break
}
// Error if we can't fit more coins
if resources.len() >= query.asset.max {
return Err(ResourceQueryError::MaxResourcesReached)
}
// Add to list
collected_amount = collected_amount.saturating_add(*resource.amount());
resources.push(resource);
}
if collected_amount < query.asset.target {
return Err(ResourceQueryError::InsufficientResources {
asset_id: query.asset.id,
collected_amount,
})
}
Ok(resources)
}
// An implementation of the method described on: https://iohk.io/en/blog/posts/2018/07/03/self-organisation-in-coin-selection/
pub fn random_improve(
db: &Database,
spend_query: &SpendQuery,
) -> Result<Vec<Vec<Resource>>, ResourceQueryError> {
let mut resources_per_asset = vec![];
for query in spend_query.asset_queries(db) {
let mut inputs: Vec<_> = query.unspent_resources().try_collect()?;
inputs.shuffle(&mut thread_rng());
inputs.truncate(query.asset.max);
let mut collected_amount = 0;
let mut resources = vec![];
// Set parameters according to spec
let target = query.asset.target;
let upper_target = query.asset.target.saturating_mul(2);
for resource in inputs {
// Try to improve the result by adding dust to the result.
if collected_amount >= target {
// Break if found resource exceeds max `u64` or the upper limit
if collected_amount == u64::MAX || resource.amount() > &upper_target {
break
}
// Break if adding doesn't improve the distance
let change_amount = collected_amount - target;
let distance = target.abs_diff(change_amount);
let next_distance = target.abs_diff(change_amount + resource.amount());
if next_distance >= distance {
break
}
}
// Add to list
collected_amount = collected_amount.saturating_add(*resource.amount());
resources.push(resource);
}
// Fallback to largest_first if we can't fit more coins
if collected_amount < query.asset.target {
swap(&mut resources, &mut largest_first(&query)?);
}
resources_per_asset.push(resources);
}
Ok(resources_per_asset)
}
impl From<StorageError> for ResourceQueryError {
fn from(e: StorageError) -> Self {
ResourceQueryError::StorageError(e)
}
}
#[cfg(test)]
mod tests {
use crate::{
database::Database,
fuel_core_graphql_api::service::Database as ServiceDatabase,
query::{
asset_query::{
AssetQuery,
AssetSpendTarget,
},
CoinQueryContext,
MessageQueryContext,
},
resource_query::{
largest_first,
random_improve,
ResourceQueryError,
SpendQuery,
},
state::IterDirection,
};
use assert_matches::assert_matches;
use fuel_core_storage::{
tables::{
Coins,
Messages,
},
StorageMutate,
};
use fuel_core_types::{
blockchain::primitives::DaBlockHeight,
entities::{
coin::{
Coin,
CoinStatus,
CompressedCoin,
},
message::{
CompressedMessage,
Message,
},
},
fuel_asm::Word,
fuel_tx::*,
};
use itertools::Itertools;
use std::cmp::Reverse;
fn setup_coins() -> (Address, [AssetId; 2], TestDatabase) {
let owner = Address::default();
let asset_ids = [AssetId::new([1u8; 32]), AssetId::new([2u8; 32])];
let mut db = TestDatabase::new();
(0..5usize).for_each(|i| {
db.make_coin(owner, (i + 1) as Word, asset_ids[0]);
db.make_coin(owner, (i + 1) as Word, asset_ids[1]);
});
(owner, asset_ids, db)
}
fn setup_messages() -> (Address, AssetId, TestDatabase) {
let owner = Address::default();
let asset_id = AssetId::BASE;
let mut db = TestDatabase::new();
(0..5usize).for_each(|i| {
db.make_message(owner, (i + 1) as Word);
});
(owner, asset_id, db)
}
fn setup_coins_and_messages() -> (Address, [AssetId; 2], TestDatabase) {
let owner = Address::default();
let asset_ids = [AssetId::BASE, AssetId::new([1u8; 32])];
let mut db = TestDatabase::new();
// 2 coins and 3 messages
(0..2usize).for_each(|i| {
db.make_coin(owner, (i + 1) as Word, asset_ids[0]);
});
(2..5usize).for_each(|i| {
db.make_message(owner, (i + 1) as Word);
});
(0..5usize).for_each(|i| {
db.make_coin(owner, (i + 1) as Word, asset_ids[1]);
});
(owner, asset_ids, db)
}
mod largest_first {
use super::*;
fn query(
spend_query: &[AssetSpendTarget],
owner: &Address,
db: &ServiceDatabase,
) -> Result<Vec<Vec<(AssetId, Word)>>, ResourceQueryError> {
let result: Vec<_> = spend_query
.iter()
.map(|asset| {
largest_first(&AssetQuery::new(owner, asset, None, db)).map(
|resources| {
resources
.iter()
.map(|resource| {
(*resource.asset_id(), *resource.amount())
})
.collect()
},
)
})
.try_collect()?;
Ok(result)
}
fn single_asset_assert(owner: Address, asset_ids: &[AssetId], db: TestDatabase) {
let asset_id = asset_ids[0];
// Query some targets, including higher than the owner's balance
for target in 0..20 {
let resources = query(
&[AssetSpendTarget::new(asset_id, target, u64::MAX)],
&owner,
&db.service_database(),
);
// Transform result for convenience
let resources = resources.map(|resources| {
resources[0]
.iter()
.map(|(id, amount)| {
// Check the asset ID before we drop it
assert_eq!(id, &asset_id);
*amount
})
.collect::<Vec<u64>>()
});
match target {
// This should return nothing
0 => {
assert_matches!(resources, Ok(resources) if resources.is_empty())
}
// This range should return the largest resources
1..=5 => {
assert_matches!(resources, Ok(resources) if resources == vec![5])
}
// This range should return the largest two resources
6..=9 => {
assert_matches!(resources, Ok(resources) if resources == vec![5, 4])
}
// This range should return the largest three resources
10..=12 => {
assert_matches!(resources, Ok(resources) if resources == vec![5, 4, 3])
}
// This range should return the largest four resources
13..=14 => {
assert_matches!(resources, Ok(resources) if resources == vec![5, 4, 3, 2])
}
// This range should return all resources
15 => {
assert_matches!(resources, Ok(resources) if resources == vec![5, 4, 3, 2, 1])
}
// Asking for more than the owner's balance should error
_ => {
assert_matches!(
resources,
Err(ResourceQueryError::InsufficientResources {
asset_id: _,
collected_amount: 15,
})
)
}
};
}
// Query with too small max_inputs
let resources = query(
&[AssetSpendTarget::new(asset_id, 6, 1)],
&owner,
&db.service_database(),
);
assert_matches!(resources, Err(ResourceQueryError::MaxResourcesReached));
}
#[test]
fn single_asset() {
// Setup for coins
let (owner, asset_ids, db) = setup_coins();
single_asset_assert(owner, &asset_ids, db);
// Setup for messages
let (owner, asset_ids, db) = setup_messages();
single_asset_assert(owner, &[asset_ids], db);
// Setup for coins and messages
let (owner, asset_ids, db) = setup_coins_and_messages();
single_asset_assert(owner, &asset_ids, db);
}
fn multiple_assets_helper(
owner: Address,
asset_ids: &[AssetId],
db: TestDatabase,
) {
let resources = query(
&[
AssetSpendTarget::new(asset_ids[0], 3, u64::MAX),
AssetSpendTarget::new(asset_ids[1], 6, u64::MAX),
],
&owner,
&db.service_database(),
);
assert_matches!(resources, Ok(resources)
if resources == vec![
vec![(asset_ids[0], 5)],
vec![(asset_ids[1], 5), (asset_ids[1], 4)]
]);
}
#[test]
fn multiple_assets() {
// Setup coins
let (owner, asset_ids, db) = setup_coins();
multiple_assets_helper(owner, &asset_ids, db);
// Setup coins and messages
let (owner, asset_ids, db) = setup_coins_and_messages();
multiple_assets_helper(owner, &asset_ids, db);
}
}
mod random_improve {
use super::*;
fn query(
query_per_asset: Vec<AssetSpendTarget>,
owner: Address,
asset_ids: &[AssetId],
db: &ServiceDatabase,
) -> Result<Vec<(AssetId, u64)>, ResourceQueryError> {
let coins =
random_improve(db, &SpendQuery::new(owner, &query_per_asset, None)?);
// Transform result for convenience
coins.map(|coins| {
coins
.into_iter()
.flat_map(|coin| {
coin.into_iter()
.map(|resource| (*resource.asset_id(), *resource.amount()))
.sorted_by_key(|(asset_id, amount)| {
(
asset_ids.iter().position(|c| c == asset_id).unwrap(),
Reverse(*amount),
)
})
})
.collect()
})
}
fn single_asset_assert(owner: Address, asset_ids: &[AssetId], db: TestDatabase) {
let asset_id = asset_ids[0];
// Query some amounts, including higher than the owner's balance
for amount in 0..20 {
let coins = query(
vec![AssetSpendTarget::new(asset_id, amount, u64::MAX)],
owner,
asset_ids,
&db.service_database(),
);
// Transform result for convenience
let coins = coins.map(|coins| {
coins
.into_iter()
.map(|(id, amount)| {
// Check the asset ID before we drop it
assert_eq!(id, asset_id);
amount
})
.collect::<Vec<u64>>()
});
match amount {
// This should return nothing
0 => assert_matches!(coins, Ok(coins) if coins.is_empty()),
// This range should...
1..=7 => {
// ...satisfy the amount
assert_matches!(coins, Ok(coins) if coins.iter().sum::<u64>() >= amount)
// ...and add more for dust management
// TODO: Implement the test
}
// This range should return all coins
8..=15 => {
assert_matches!(coins, Ok(coins) if coins == vec![5, 4, 3, 2, 1])
}
// Asking for more than the owner's balance should error
_ => {
assert_matches!(
coins,
Err(ResourceQueryError::InsufficientResources {
asset_id: _,
collected_amount: 15,
})
)
}
};
}
// Query with too small max_inputs
let coins = query(
vec![AssetSpendTarget::new(
asset_id, 6, // target
1, // max
)],
owner,
asset_ids,
&db.service_database(),
);
assert_matches!(coins, Err(ResourceQueryError::MaxResourcesReached));
}
#[test]
fn single_asset() {
// Setup for coins
let (owner, asset_ids, db) = setup_coins();
single_asset_assert(owner, &asset_ids, db);
// Setup for messages
let (owner, asset_ids, db) = setup_messages();
single_asset_assert(owner, &[asset_ids], db);
// Setup for coins and messages
let (owner, asset_ids, db) = setup_coins_and_messages();
single_asset_assert(owner, &asset_ids, db);
}
fn multiple_assets_assert(
owner: Address,
asset_ids: &[AssetId],
db: TestDatabase,
) {
// Query multiple asset IDs
let coins = query(
vec![
AssetSpendTarget::new(
asset_ids[0],
3, // target
3, // max
),
AssetSpendTarget::new(
asset_ids[1],
6, // target
3, // max
),
],
owner,
asset_ids,
&db.service_database(),
);
assert_matches!(coins, Ok(ref coins) if coins.len() <= 6);
let coins = coins.unwrap();
assert!(
coins
.iter()
.filter(|c| c.0 == asset_ids[0])
.map(|c| c.1)
.sum::<u64>()
>= 3
);
assert!(
coins
.iter()
.filter(|c| c.0 == asset_ids[1])
.map(|c| c.1)
.sum::<u64>()
>= 6
);
}
#[test]
fn multiple_assets() {
// Setup coins
let (owner, asset_ids, db) = setup_coins();
multiple_assets_assert(owner, &asset_ids, db);
// Setup coins and messages
let (owner, asset_ids, db) = setup_coins_and_messages();
multiple_assets_assert(owner, &asset_ids, db);
}
}
mod exclusion {
use super::*;
use fuel_core_types::entities::resource::ResourceId;
fn exclusion_assert(
owner: Address,
asset_ids: &[AssetId],
db: TestDatabase,
excluded_ids: Vec<ResourceId>,
) {
let asset_id = asset_ids[0];
let query = |query_per_asset: Vec<AssetSpendTarget>,
excluded_ids: Vec<ResourceId>|
-> Result<Vec<(AssetId, u64)>, ResourceQueryError> {
let coins = random_improve(
&db.service_database(),
&SpendQuery::new(owner, &query_per_asset, Some(excluded_ids))?,
);
// Transform result for convenience
coins.map(|coins| {
coins
.into_iter()
.flat_map(|coin| {
coin.into_iter()
.map(|resource| {
(*resource.asset_id(), *resource.amount())
})
.sorted_by_key(|(asset_id, amount)| {
(
asset_ids
.iter()
.position(|c| c == asset_id)
.unwrap(),
Reverse(*amount),
)
})
})
.collect()
})
};
// Query some amounts, including higher than the owner's balance
for amount in 0..20 {
let coins = query(
vec![AssetSpendTarget::new(asset_id, amount, u64::MAX)],
excluded_ids.clone(),
);
// Transform result for convenience
let coins = coins.map(|coins| {
coins
.into_iter()
.map(|(id, amount)| {
// Check the asset ID before we drop it
assert_eq!(id, asset_id);
amount
})
.collect::<Vec<u64>>()
});
match amount {
// This should return nothing
0 => assert_matches!(coins, Ok(coins) if coins.is_empty()),
// This range should...
1..=4 => {
// ...satisfy the amount
assert_matches!(coins, Ok(coins) if coins.iter().sum::<u64>() >= amount)
// ...and add more for dust management
// TODO: Implement the test
}
// This range should return all coins
5..=10 => {
assert_matches!(coins, Ok(coins) if coins == vec![4, 3, 2, 1])
}
// Asking for more than the owner's balance should error
_ => {
assert_matches!(
coins,
Err(ResourceQueryError::InsufficientResources {
asset_id: _,
collected_amount: 10,
})
)
}
};
}
}
#[test]
fn exclusion() {
// Setup coins
let (owner, asset_ids, db) = setup_coins();
// Exclude largest coin IDs
let excluded_ids = db
.owned_coins(&owner)
.into_iter()
.filter(|coin| coin.amount == 5)
.map(|coin| ResourceId::Utxo(coin.utxo_id))
.collect_vec();
exclusion_assert(owner, &asset_ids, db, excluded_ids);
// Setup messages
let (owner, asset_ids, db) = setup_messages();
// Exclude largest messages IDs
let excluded_ids = db
.owned_messages(&owner)
.into_iter()
.filter(|message| message.amount == 5)
.map(|message| ResourceId::Message(message.id()))
.collect_vec();
exclusion_assert(owner, &[asset_ids], db, excluded_ids);
// Setup coins and messages
let (owner, asset_ids, db) = setup_coins_and_messages();
// Exclude largest messages IDs, because coins only 1 and 2
let excluded_ids = db
.owned_messages(&owner)
.into_iter()
.filter(|message| message.amount == 5)
.map(|message| ResourceId::Message(message.id()))
.collect_vec();
exclusion_assert(owner, &asset_ids, db, excluded_ids);
}
}
#[derive(Clone, Debug)]
struct TestCase {
db_amount: Vec<Word>,
target_amount: u64,
max_resources: usize,
}
#[test_case::test_case(
TestCase {
db_amount: vec![0],
target_amount: u64::MAX,
max_resources: usize::MAX,
}
=> Err(ResourceQueryError::InsufficientResources {
asset_id: AssetId::BASE, collected_amount: 0
})
; "Insufficient resources in the DB(0) to reach target(u64::MAX)"
)]
#[test_case::test_case(
TestCase {
db_amount: vec![u64::MAX, u64::MAX],
target_amount: u64::MAX,
max_resources: usize::MAX,
}
=> Ok(1)
; "Enough resources in the DB to reach target(u64::MAX) by 1 resource"
)]
#[test_case::test_case(
TestCase {
db_amount: vec![2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, u64::MAX - 1],
target_amount: u64::MAX,
max_resources: 2,
}
=> Ok(2)
; "Enough resources in the DB to reach target(u64::MAX) by 2 resource"
)]
#[test_case::test_case(
TestCase {
db_amount: vec![u64::MAX, u64::MAX],
target_amount: u64::MAX,
max_resources: 0,
}
=> Err(ResourceQueryError::MaxResourcesReached)
; "Enough resources in the DB to reach target(u64::MAX) but limit is zero"
)]
fn corner_cases(case: TestCase) -> Result<usize, ResourceQueryError> {
pub enum ResourceType {
Coin,
Message,
}
fn test_case_run(
case: TestCase,
resource_type: ResourceType,
) -> Result<usize, ResourceQueryError> {
let TestCase {
db_amount,
target_amount,
max_resources,
} = case;
let owner = Address::default();
let asset_ids = vec![AssetId::BASE];
let mut db = TestDatabase::new();
for amount in db_amount {
match resource_type {
ResourceType::Coin => {
let _ = db.make_coin(owner, amount, asset_ids[0]);
}
ResourceType::Message => {
let _ = db.make_message(owner, amount);
}
};
}
let coins = random_improve(
&db.service_database(),
&SpendQuery::new(
owner,
&[AssetSpendTarget {
id: asset_ids[0],
target: target_amount,
max: max_resources,
}],
None,
)?,
)?;
assert_eq!(coins.len(), 1);
Ok(coins[0].len())
}
let coin_result = test_case_run(case.clone(), ResourceType::Coin);
let message_result = test_case_run(case, ResourceType::Message);
assert_eq!(coin_result, message_result);
coin_result
}
pub struct TestDatabase {
database: Database,
last_coin_index: u64,
last_message_index: u64,
}
impl TestDatabase {
fn new() -> Self {
Self {
database: Default::default(),
last_coin_index: Default::default(),
last_message_index: Default::default(),
}
}
fn service_database(&self) -> ServiceDatabase {
Box::new(self.database.clone())
}
}
impl TestDatabase {
pub fn make_coin(
&mut self,
owner: Address,
amount: Word,
asset_id: AssetId,
) -> Coin {
let index = self.last_coin_index;
self.last_coin_index += 1;
let id = UtxoId::new(Bytes32::from([0u8; 32]), index.try_into().unwrap());
let coin = CompressedCoin {
owner,
amount,
asset_id,
maturity: Default::default(),
status: CoinStatus::Unspent,
block_created: Default::default(),
};
let db = &mut self.database;
StorageMutate::<Coins>::insert(db, &id, &coin).unwrap();
coin.uncompress(id)
}
pub fn make_message(
&mut self,
owner: Address,
amount: Word,
) -> CompressedMessage {
let nonce = self.last_message_index;
self.last_message_index += 1;
let message = CompressedMessage {
sender: Default::default(),
recipient: owner,
nonce,
amount,
data: vec![],
da_height: DaBlockHeight::from(1u64),
};
let db = &mut self.database;
StorageMutate::<Messages>::insert(db, &message.id(), &message).unwrap();
message
}
pub fn owned_coins(&self, owner: &Address) -> Vec<Coin> {
let db = self.service_database();
let query = CoinQueryContext(&db);
query
.owned_coins_ids(owner, None, IterDirection::Forward)
.map(|res| res.map(|id| query.coin(id).unwrap()))
.try_collect()
.unwrap()
}
pub fn owned_messages(&self, owner: &Address) -> Vec<Message> {
let db = self.service_database();
let query = MessageQueryContext(&db);
query
.owned_message_ids(owner, None, IterDirection::Forward)
.map(|res| res.map(|id| query.message(&id).unwrap()))
.try_collect()
.unwrap()
}
}
}