From be1b58d2b7830e28a0a05d33efbcb66125254115 Mon Sep 17 00:00:00 2001 From: Anxo Rodriguez Date: Thu, 22 Aug 2024 16:28:33 +0100 Subject: [PATCH] Implement the prediction of volatility (#84) * Implement the prediction of volatility * Adapt endpoint * feat: enhance implementation of slippage estimation * feat: implement thorough tests for slippage calculations * chore: make const coherent with the comment Co-authored-by: Leandro * feat: add volatility details endpoint for investigating issues with slippage calculations * fix: fix comment * chore: simplify variance * docs: improve documentation of tests * chore: use the const for max/min slippage * Fix comment * Use const for max slippage * Fix issue with the return schema * Add shared lib and handle native currency * Add script to easily test slippage tolerances * Upload test-data * Create utilities to better handle supported chains * Remove redundant info * Delete unused --------- Co-authored-by: Leandro --- apps/api/scripts/test-slippage.js | 139 + apps/api/src/app/inversify.config.ts | 4 +- .../slippageTolerance.ts | 74 +- apps/api/src/app/schemas.ts | 4 +- .../src/Erc20Repository/Erc20Repository.ts | 2 +- .../Erc20RepositoryCache.spec.ts | 2 +- .../Erc20Repository/Erc20RepositoryCache.ts | 2 +- .../Erc20RepositoryViem.spec.ts | 2 +- .../Erc20Repository/Erc20RepositoryViem.ts | 2 +- .../src/UsdRepository/UsdRepository.ts | 2 +- .../UsdRepository/UsdRepositoryCache.spec.ts | 15 +- .../src/UsdRepository/UsdRepositoryCache.ts | 2 +- .../UsdRepositoryCoingecko.test.ts | 4 +- .../UsdRepository/UsdRepositoryCoingecko.ts | 2 +- .../UsdRepository/UsdRepositoryCow.spec.ts | 2 +- .../src/UsdRepository/UsdRepositoryCow.ts | 2 +- .../UsdRepositoryFallback.spec.ts | 2 +- .../UsdRepository/UsdRepositoryFallback.ts | 2 +- libs/repositories/src/const.ts | 2 +- .../repositories/src/datasources/coingecko.ts | 2 +- libs/repositories/src/datasources/cowApi.ts | 4 +- libs/repositories/src/datasources/viem.ts | 4 +- libs/repositories/src/index.ts | 2 +- libs/repositories/src/types.ts | 11 - libs/repositories/tsconfig.lib.json | 2 +- .../src/SlippageService/SlippageService.ts | 37 +- .../SlippageServiceMain.spec.ts | 467 ++- .../SlippageService/SlippageServiceMain.ts | 147 +- .../SlippageService/SlippageServiceMock.ts | 16 +- .../1-COW-WETH__slippageTolerance.json | 3 + .../1-COW-WETH__volatilityDetails.json | 2903 +++++++++++++++++ .../1-DAI-ETH__slippageTolerance.json | 3 + .../1-DAI-ETH__volatilityDetails.json | 2898 ++++++++++++++++ .../1-DAI-WETH__slippageTolerance.json | 3 + .../1-DAI-WETH__volatilityDetails.json | 2898 ++++++++++++++++ .../1-PEPE-DAI__slippageTolerance.json | 3 + .../1-PEPE-DAI__volatilityDetails.json | 2898 ++++++++++++++++ .../1-PEPE-WETH__slippageTolerance.json | 3 + .../1-PEPE-WETH__volatilityDetails.json | 2898 ++++++++++++++++ .../1-USDC-DAI__slippageTolerance.json | 3 + .../1-USDC-DAI__volatilityDetails.json | 2898 ++++++++++++++++ .../100-USDC-xDAI__slippageTolerance.json | 3 + .../100-USDC-xDAI__volatilityDetails.json | 2223 +++++++++++++ .../100-WETH-xDAI__slippageTolerance.json | 3 + .../100-WETH-xDAI__volatilityDetails.json | 2408 ++++++++++++++ .../100-sDAI-wxDAI__slippageTolerance.json | 3 + .../100-sDAI-wxDAI__volatilityDetails.json | 2143 ++++++++++++ .../100-sDAI-xDAI__slippageTolerance.json | 3 + .../100-sDAI-xDAI__volatilityDetails.json | 2143 ++++++++++++ .../42161-COW-WETH__slippageTolerance.json | 3 + .../42161-COW-WETH__volatilityDetails.json | 2903 +++++++++++++++++ .../42161-DAI-WETH__slippageTolerance.json | 3 + .../42161-DAI-WETH__volatilityDetails.json | 2898 ++++++++++++++++ .../42161-USDC-DAI__slippageTolerance.json | 3 + .../42161-USDC-DAI__volatilityDetails.json | 2898 ++++++++++++++++ libs/shared/.eslintrc.json | 18 + libs/shared/README.md | 7 + libs/shared/jest.config.ts | 11 + libs/shared/project.json | 30 + libs/shared/src/const.ts | 29 + libs/shared/src/index.ts | 3 + libs/shared/src/types.ts | 7 + libs/shared/src/utils.ts | 43 + libs/shared/tsconfig.json | 16 + libs/shared/tsconfig.lib.json | 11 + libs/shared/tsconfig.spec.json | 14 + package.json | 3 +- tsconfig.base.json | 3 +- 68 files changed, 36080 insertions(+), 121 deletions(-) create mode 100644 apps/api/scripts/test-slippage.js delete mode 100644 libs/repositories/src/types.ts create mode 100644 libs/services/src/SlippageService/test-data/1-COW-WETH__slippageTolerance.json create mode 100644 libs/services/src/SlippageService/test-data/1-COW-WETH__volatilityDetails.json create mode 100644 libs/services/src/SlippageService/test-data/1-DAI-ETH__slippageTolerance.json create mode 100644 libs/services/src/SlippageService/test-data/1-DAI-ETH__volatilityDetails.json create mode 100644 libs/services/src/SlippageService/test-data/1-DAI-WETH__slippageTolerance.json create mode 100644 libs/services/src/SlippageService/test-data/1-DAI-WETH__volatilityDetails.json create mode 100644 libs/services/src/SlippageService/test-data/1-PEPE-DAI__slippageTolerance.json create mode 100644 libs/services/src/SlippageService/test-data/1-PEPE-DAI__volatilityDetails.json create mode 100644 libs/services/src/SlippageService/test-data/1-PEPE-WETH__slippageTolerance.json create mode 100644 libs/services/src/SlippageService/test-data/1-PEPE-WETH__volatilityDetails.json create mode 100644 libs/services/src/SlippageService/test-data/1-USDC-DAI__slippageTolerance.json create mode 100644 libs/services/src/SlippageService/test-data/1-USDC-DAI__volatilityDetails.json create mode 100644 libs/services/src/SlippageService/test-data/100-USDC-xDAI__slippageTolerance.json create mode 100644 libs/services/src/SlippageService/test-data/100-USDC-xDAI__volatilityDetails.json create mode 100644 libs/services/src/SlippageService/test-data/100-WETH-xDAI__slippageTolerance.json create mode 100644 libs/services/src/SlippageService/test-data/100-WETH-xDAI__volatilityDetails.json create mode 100644 libs/services/src/SlippageService/test-data/100-sDAI-wxDAI__slippageTolerance.json create mode 100644 libs/services/src/SlippageService/test-data/100-sDAI-wxDAI__volatilityDetails.json create mode 100644 libs/services/src/SlippageService/test-data/100-sDAI-xDAI__slippageTolerance.json create mode 100644 libs/services/src/SlippageService/test-data/100-sDAI-xDAI__volatilityDetails.json create mode 100644 libs/services/src/SlippageService/test-data/42161-COW-WETH__slippageTolerance.json create mode 100644 libs/services/src/SlippageService/test-data/42161-COW-WETH__volatilityDetails.json create mode 100644 libs/services/src/SlippageService/test-data/42161-DAI-WETH__slippageTolerance.json create mode 100644 libs/services/src/SlippageService/test-data/42161-DAI-WETH__volatilityDetails.json create mode 100644 libs/services/src/SlippageService/test-data/42161-USDC-DAI__slippageTolerance.json create mode 100644 libs/services/src/SlippageService/test-data/42161-USDC-DAI__volatilityDetails.json create mode 100644 libs/shared/.eslintrc.json create mode 100644 libs/shared/README.md create mode 100644 libs/shared/jest.config.ts create mode 100644 libs/shared/project.json create mode 100644 libs/shared/src/const.ts create mode 100644 libs/shared/src/index.ts create mode 100644 libs/shared/src/types.ts create mode 100644 libs/shared/src/utils.ts create mode 100644 libs/shared/tsconfig.json create mode 100644 libs/shared/tsconfig.lib.json create mode 100644 libs/shared/tsconfig.spec.json diff --git a/apps/api/scripts/test-slippage.js b/apps/api/scripts/test-slippage.js new file mode 100644 index 0000000..fc79e1d --- /dev/null +++ b/apps/api/scripts/test-slippage.js @@ -0,0 +1,139 @@ +const fs = require('fs'); + +const BASE_URL = 'http://localhost:3010/chains'; + +const NetworkToChainId = { + Mainnet: 1, + 'Gnosis Chain': 100, + Arbitrum: 42161, + Sepolia: 11155111, +}; + +const PAIRS_TEST = { + Mainnet: [ + { + pair: 'USDC-DAI', + quoteToken: '0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48', + baseToken: '0x6B175474E89094C44Da98b954EedeAC495271d0F', + }, + { + pair: 'DAI-ETH', + quoteToken: '0x6B175474E89094C44Da98b954EedeAC495271d0F', + baseToken: '0xEeeeeEeeeEeEeeEeEeEeeEEEeeeeEeeeeeeeEEeE', + }, + { + pair: 'DAI-WETH', + quoteToken: '0x6B175474E89094C44Da98b954EedeAC495271d0F', + baseToken: '0xC02aaA39b223FE8D0A0e5C4F27eAD9083C756Cc2', + }, + { + pair: 'PEPE-DAI', + quoteToken: '0x6982508145454Ce325dDbE47a25d4ec3d2311933', + baseToken: '0x6B175474E89094C44Da98b954EedeAC495271d0F', + }, + { + pair: 'PEPE-WETH', + quoteToken: '0x6982508145454Ce325dDbE47a25d4ec3d2311933', + baseToken: '0xC02aaA39b223FE8D0A0e5C4F27eAD9083C756Cc2', + }, + { + pair: 'COW-WETH', + quoteToken: '0xDEf1CA1fb7FBcDC777520aa7f396b4E015F497aB', + baseToken: '0xC02aaA39b223FE8D0A0e5C4F27eAD9083C756Cc2', + }, + ], + 'Gnosis Chain': [ + { + pair: 'USDC-xDAI', + quoteToken: '0xDDAfbb505ad214D7b80b1f830fcCc89B60fb7A83', + baseToken: '0xEeeeeEeeeEeEeeEeEeEeeEEEeeeeEeeeeeeeEEeE', + }, + { + pair: 'sDAI-xDAI', + quoteToken: '0xaf204776c7245bF4147c2612BF6e5972Ee483701', + baseToken: '0xEeeeeEeeeEeEeeEeEeEeeEEEeeeeEeeeeeeeEEeE', + }, + { + pair: 'sDAI-wxDAI', + quoteToken: '0xaf204776c7245bF4147c2612BF6e5972Ee483701', + baseToken: '0xe91D153E0b41518A2Ce8Dd3D7944Fa863463a97d', + }, + { + pair: 'WETH-xDAI', + quoteToken: '0x6A023CCd1ff6F2045C3309768eAd9E68F978f6e1', + baseToken: '0xEeeeeEeeeEeEeeEeEeEeeEEEeeeeEeeeeeeeEEeE', + }, + ], + Arbitrum: [ + { + pair: 'USDC-DAI', + quoteToken: '0xaf88d065e77c8cC2239327C5EDb3A432268e5831', + baseToken: '0xDA10009cBd5D07dd0CeCc66161FC93D7c9000da1', + }, + { + pair: 'DAI-WETH', + quoteToken: '0xDA10009cBd5D07dd0CeCc66161FC93D7c9000da1', + baseToken: '0x82aF49447D8a07e3bd95BD0d56f35241523fBab1', + }, + { + pair: 'COW-WETH', + quoteToken: '0xcb8b5CD20BdCaea9a010aC1F8d835824F5C87A04', + baseToken: '0x82aF49447D8a07e3bd95BD0d56f35241523fBab1', + }, + ], +}; + +const fetchForMarket = async (chainId, quoteToken, baseToken, endpoint) => { + const url = `${BASE_URL}/${chainId}/markets/${quoteToken}-${baseToken}/${endpoint}`; + try { + const response = await fetch(url); + return response.json(); + } catch (error) { + console.error( + `Error fetching slippage tolerance for ${quoteToken}-${baseToken} on chain ${chainId}:`, + error + ); + return null; + } +}; + +const fetchVolatilityDetails = async (pair, chainId, quoteToken, baseToken) => { + const result = await fetchForMarket( + chainId, + quoteToken, + baseToken, + 'volatilityDetails' + ); + + fs.writeFileSync( + `${chainId}-${pair}__volatilityDetails.json`, + JSON.stringify(result, null, 2) + ); +}; + +const fetchSlippageTolerance = async (pair, chainId, quoteToken, baseToken) => { + const result = await fetchForMarket( + chainId, + quoteToken, + baseToken, + 'slippageTolerance' + ); + console.log( + `${pair}: ${result ? result.slippageBps : 'Error fetching data'}` + ); + fs.writeFileSync( + `${chainId}-${pair}__slippageTolerance.json`, + JSON.stringify(result, null, 2) + ); +}; + +(async function () { + for (const chain in PAIRS_TEST) { + console.log(`\nFetching slippage tolerances for ${chain}:`); + const chainId = NetworkToChainId[chain]; + for (const { pair, quoteToken, baseToken } of PAIRS_TEST[chain]) { + await fetchSlippageTolerance(pair, chainId, quoteToken, baseToken); + await fetchVolatilityDetails(pair, chainId, quoteToken, baseToken); + } + } +})(); diff --git a/apps/api/src/app/inversify.config.ts b/apps/api/src/app/inversify.config.ts index a04fc20..5f29f75 100644 --- a/apps/api/src/app/inversify.config.ts +++ b/apps/api/src/app/inversify.config.ts @@ -26,7 +26,7 @@ const CACHE_TOKEN_INFO_SECONDS = ms('24h') / 1000; // 24h import { Container } from 'inversify'; import { SlippageService, - SlippageServiceMock, + SlippageServiceMain, UsdService, UsdServiceMain, slippageServiceSymbol, @@ -107,7 +107,7 @@ function getApiContainer(): Container { // Services apiContainer .bind(slippageServiceSymbol) - .to(SlippageServiceMock); + .to(SlippageServiceMain); apiContainer.bind(usdServiceSymbol).to(UsdServiceMain); diff --git a/apps/api/src/app/routes/__chainId/markets/__baseTokenAddress-__quoteTokenAddress/slippageTolerance.ts b/apps/api/src/app/routes/__chainId/markets/__baseTokenAddress-__quoteTokenAddress/slippageTolerance.ts index 4cb08db..12073eb 100644 --- a/apps/api/src/app/routes/__chainId/markets/__baseTokenAddress-__quoteTokenAddress/slippageTolerance.ts +++ b/apps/api/src/app/routes/__chainId/markets/__baseTokenAddress-__quoteTokenAddress/slippageTolerance.ts @@ -1,6 +1,10 @@ -import { SlippageService, slippageServiceSymbol } from '@cowprotocol/services'; +import { + SlippageService, + slippageServiceSymbol, + VolatilityDetails, +} from '@cowprotocol/services'; import { ChainIdSchema, ETHEREUM_ADDRESS_PATTERN } from '../../../../schemas'; -import { FastifyInstance, FastifyPluginAsync } from 'fastify'; +import { FastifyPluginAsync } from 'fastify'; import { FromSchema, JSONSchema } from 'json-schema-to-ts'; import { apiContainer } from '../../../../inversify.config'; import { @@ -31,6 +35,18 @@ const routeSchema = { }, } as const satisfies JSONSchema; +const queryStringSchema = { + type: 'object', + properties: { + orderKind: { type: 'string', enum: ['buy', 'sell'] }, + partiallyFillable: { type: 'boolean' }, + sellAmount: { type: 'string' }, + buyAmount: { type: 'string' }, + expirationTimeInSeconds: { type: 'number' }, + feeAmount: { type: 'string' }, + }, +} as const satisfies JSONSchema; + const successSchema = { type: 'object', required: ['slippageBps'], @@ -56,7 +72,8 @@ const slippageService: SlippageService = apiContainer.get( ); const root: FastifyPluginAsync = async (fastify): Promise => { - // example: http://localhost:3010/1/markets/0x6b175474e89094c44da98b954eedeac495271d0f-0x2260fac5e5542a773aa44fbcfedf7c193bc2c599/slippageTolerance + // example (basic): http://localhost:3010/1/markets/0x6b175474e89094c44da98b954eedeac495271d0f-0x2260fac5e5542a773aa44fbcfedf7c193bc2c599/slippageTolerance + // example (with optional params): http://localhost:3010/1/markets/0x6b175474e89094c44da98b954eedeac495271d0f-0x2260fac5e5542a773aa44fbcfedf7c193bc2c599/slippageTolerance?orderKind=sell&partiallyFillable=false&sellAmount=123456&expirationTimeInSeconds=1800 fastify.get<{ Params: RouteSchema; Reply: SuccessSchema; @@ -72,18 +89,63 @@ const root: FastifyPluginAsync = async (fastify): Promise => { }, async function (request, reply) { const { chainId, baseTokenAddress, quoteTokenAddress } = request.params; + fastify.log.info( - `Get default slippage for market ${baseTokenAddress}-${quoteTokenAddress} on chain ${chainId}` + `Get default slippage for market ${baseTokenAddress}-${quoteTokenAddress} on chain ${chainId}. Query: %s'`, + JSON.stringify(request.query) ); - const slippageBps = await slippageService.getSlippageBps( + const slippageBps = await slippageService.getSlippageBps({ + chainId, baseTokenAddress, + quoteTokenAddress, + }); + reply.header( + CACHE_CONTROL_HEADER, + getCacheControlHeaderValue(CACHE_SECONDS) + ); + reply.send({ slippageBps }); + } + ); + + fastify.get<{ + Params: RouteSchema; + Reply: { + baseToken: VolatilityDetails | null; + quoteToken: VolatilityDetails | null; + }; + }>( + '/volatilityDetails', + { + schema: { + params: routeSchema, + querystring: queryStringSchema, + }, + }, + async function (request, reply) { + const { chainId, baseTokenAddress, quoteTokenAddress } = request.params; + + fastify.log.info( + `Get volatility details for market ${baseTokenAddress}-${quoteTokenAddress} on chain ${chainId}. Query: %s'`, + JSON.stringify(request.query) + ); + const volatilityDetailsBase = await slippageService.getVolatilityDetails( + chainId, + baseTokenAddress + ); + + const volatilityDetailsQuote = await slippageService.getVolatilityDetails( + chainId, quoteTokenAddress ); + reply.header( CACHE_CONTROL_HEADER, getCacheControlHeaderValue(CACHE_SECONDS) ); - reply.send({ slippageBps }); + reply.send({ + baseToken: volatilityDetailsBase, + quoteToken: volatilityDetailsQuote, + }); } ); }; diff --git a/apps/api/src/app/schemas.ts b/apps/api/src/app/schemas.ts index 3137c86..05a2946 100644 --- a/apps/api/src/app/schemas.ts +++ b/apps/api/src/app/schemas.ts @@ -1,9 +1,9 @@ -import { ALL_CHAIN_IDS } from '@cowprotocol/repositories'; +import { AllChainIds } from '@cowprotocol/shared'; export const ChainIdSchema = { title: 'Chain ID', description: 'Chain ID', - enum: ALL_CHAIN_IDS, + enum: AllChainIds, type: 'integer', } as const; diff --git a/libs/repositories/src/Erc20Repository/Erc20Repository.ts b/libs/repositories/src/Erc20Repository/Erc20Repository.ts index 9967bb2..63917e3 100644 --- a/libs/repositories/src/Erc20Repository/Erc20Repository.ts +++ b/libs/repositories/src/Erc20Repository/Erc20Repository.ts @@ -1,4 +1,4 @@ -import { SupportedChainId } from '../types'; +import { SupportedChainId } from '@cowprotocol/shared'; export const erc20RepositorySymbol = Symbol.for('Erc20Repository'); diff --git a/libs/repositories/src/Erc20Repository/Erc20RepositoryCache.spec.ts b/libs/repositories/src/Erc20Repository/Erc20RepositoryCache.spec.ts index e61401e..25fd277 100644 --- a/libs/repositories/src/Erc20Repository/Erc20RepositoryCache.spec.ts +++ b/libs/repositories/src/Erc20Repository/Erc20RepositoryCache.spec.ts @@ -1,7 +1,7 @@ import { Erc20RepositoryCache } from './Erc20RepositoryCache'; import { Erc20, Erc20Repository } from './Erc20Repository'; import { CacheRepository } from '../CacheRepository/CacheRepository'; -import { SupportedChainId } from '../types'; +import { SupportedChainId } from '@cowprotocol/shared'; describe('Erc20RepositoryCache', () => { let erc20RepositoryCache: Erc20RepositoryCache; diff --git a/libs/repositories/src/Erc20Repository/Erc20RepositoryCache.ts b/libs/repositories/src/Erc20Repository/Erc20RepositoryCache.ts index 597a91a..5f73ab3 100644 --- a/libs/repositories/src/Erc20Repository/Erc20RepositoryCache.ts +++ b/libs/repositories/src/Erc20Repository/Erc20RepositoryCache.ts @@ -2,7 +2,7 @@ import { inject, injectable } from 'inversify'; import NodeCache from 'node-cache'; import { Erc20, Erc20Repository } from './Erc20Repository'; import { CacheRepository } from '../CacheRepository/CacheRepository'; -import { SupportedChainId } from '../types'; +import { SupportedChainId } from '@cowprotocol/shared'; import { getCacheKey, PartialCacheKey } from '../utils/cache'; const NULL_VALUE = 'null'; diff --git a/libs/repositories/src/Erc20Repository/Erc20RepositoryViem.spec.ts b/libs/repositories/src/Erc20Repository/Erc20RepositoryViem.spec.ts index a2752f5..c59f06d 100644 --- a/libs/repositories/src/Erc20Repository/Erc20RepositoryViem.spec.ts +++ b/libs/repositories/src/Erc20Repository/Erc20RepositoryViem.spec.ts @@ -1,5 +1,5 @@ import { Erc20RepositoryViem } from './Erc20RepositoryViem'; -import { SupportedChainId } from '../types'; +import { SupportedChainId } from '@cowprotocol/shared'; import { PublicClient } from 'viem'; import { erc20Abi } from 'viem'; import { Erc20 } from './Erc20Repository'; diff --git a/libs/repositories/src/Erc20Repository/Erc20RepositoryViem.ts b/libs/repositories/src/Erc20Repository/Erc20RepositoryViem.ts index 2794270..f807e05 100644 --- a/libs/repositories/src/Erc20Repository/Erc20RepositoryViem.ts +++ b/libs/repositories/src/Erc20Repository/Erc20RepositoryViem.ts @@ -1,6 +1,6 @@ import { injectable } from 'inversify'; import { Erc20, Erc20Repository } from './Erc20Repository'; -import { SupportedChainId } from '../types'; +import { SupportedChainId } from '@cowprotocol/shared'; import { erc20Abi, getAddress, PublicClient } from 'viem'; @injectable() diff --git a/libs/repositories/src/UsdRepository/UsdRepository.ts b/libs/repositories/src/UsdRepository/UsdRepository.ts index b09b52e..eba226a 100644 --- a/libs/repositories/src/UsdRepository/UsdRepository.ts +++ b/libs/repositories/src/UsdRepository/UsdRepository.ts @@ -1,4 +1,4 @@ -import { SupportedChainId } from '../types'; +import { SupportedChainId } from '@cowprotocol/shared'; export const usdRepositorySymbol = Symbol.for('UsdRepository'); diff --git a/libs/repositories/src/UsdRepository/UsdRepositoryCache.spec.ts b/libs/repositories/src/UsdRepository/UsdRepositoryCache.spec.ts index d4fe3ed..dd5e94a 100644 --- a/libs/repositories/src/UsdRepository/UsdRepositoryCache.spec.ts +++ b/libs/repositories/src/UsdRepository/UsdRepositoryCache.spec.ts @@ -2,7 +2,7 @@ import { UsdRepositoryCache } from './UsdRepositoryCache'; import IORedis from 'ioredis'; import { UsdRepository } from './UsdRepository'; import { CacheRepositoryRedis } from '../CacheRepository/CacheRepositoryRedis'; -import { SupportedChainId } from '../types'; +import { SupportedChainId } from '@cowprotocol/shared'; import { WETH } from '../../test/mock'; import type { PricePoint } from './UsdRepository'; @@ -190,19 +190,6 @@ describe('UsdRepositoryCache', () => { expect(proxyMock.getUsdPrices).not.toHaveBeenCalled(); }); - it('should return prices from cache', async () => { - // GIVEN: cached prices - redisMock.get.mockResolvedValue(pricePoints100String); - proxyMock.getUsdPrices.mockResolvedValue([pricePoint200]); - - // WHEN: Get USD prices - const prices = await usdRepositoryCache.getUsdPrices(chainId, WETH, '5m'); - - // THEN: We get the cached value - expect(prices).toEqual([pricePoint100]); - expect(proxyMock.getUsdPrices).not.toHaveBeenCalled(); - }); - it('should call the proxy if no cache, then cache the value', async () => { // GIVEN: The value is not cached redisMock.get.mockResolvedValue(null); diff --git a/libs/repositories/src/UsdRepository/UsdRepositoryCache.ts b/libs/repositories/src/UsdRepository/UsdRepositoryCache.ts index 64e0da5..0a657f4 100644 --- a/libs/repositories/src/UsdRepository/UsdRepositoryCache.ts +++ b/libs/repositories/src/UsdRepository/UsdRepositoryCache.ts @@ -6,7 +6,7 @@ import { deserializePricePoints, serializePricePoints, } from './UsdRepository'; -import { SupportedChainId } from '../types'; +import { SupportedChainId } from '@cowprotocol/shared'; import ms from 'ms'; import { CacheRepository } from '../CacheRepository/CacheRepository'; import { getCacheKey, PartialCacheKey } from '../utils/cache'; diff --git a/libs/repositories/src/UsdRepository/UsdRepositoryCoingecko.test.ts b/libs/repositories/src/UsdRepository/UsdRepositoryCoingecko.test.ts index a4fe948..6d7841a 100644 --- a/libs/repositories/src/UsdRepository/UsdRepositoryCoingecko.test.ts +++ b/libs/repositories/src/UsdRepository/UsdRepositoryCoingecko.test.ts @@ -1,6 +1,6 @@ import { Container } from 'inversify'; import { UsdRepositoryCoingecko } from './UsdRepositoryCoingecko'; -import { SupportedChainId } from '../types'; +import { SupportedChainId } from '@cowprotocol/shared'; import { WETH, DEFINITELY_NOT_A_TOKEN } from '../../test/mock'; import ms from 'ms'; @@ -111,7 +111,7 @@ describe('UsdRepositoryCoingecko', () => { } }); - it('[daily] should return ~90 prices of WETH (~60min apart)', async () => { + it('[daily] should return ~90 prices of WETH (~24h apart)', async () => { const prices = await usdRepositoryCoingecko.getUsdPrices( SupportedChainId.MAINNET, WETH, diff --git a/libs/repositories/src/UsdRepository/UsdRepositoryCoingecko.ts b/libs/repositories/src/UsdRepository/UsdRepositoryCoingecko.ts index ec96e6e..bc370c2 100644 --- a/libs/repositories/src/UsdRepository/UsdRepositoryCoingecko.ts +++ b/libs/repositories/src/UsdRepository/UsdRepositoryCoingecko.ts @@ -5,7 +5,7 @@ import { SimplePriceResponse, coingeckoProClient, } from '../datasources/coingecko'; -import { SupportedChainId } from '../types'; +import { SupportedChainId } from '@cowprotocol/shared'; import { throwIfUnsuccessful } from '../utils/throwIfUnsuccessful'; /** diff --git a/libs/repositories/src/UsdRepository/UsdRepositoryCow.spec.ts b/libs/repositories/src/UsdRepository/UsdRepositoryCow.spec.ts index 8ba6c61..ae90e7b 100644 --- a/libs/repositories/src/UsdRepository/UsdRepositoryCow.spec.ts +++ b/libs/repositories/src/UsdRepository/UsdRepositoryCow.spec.ts @@ -1,4 +1,4 @@ -import { SupportedChainId } from '../types'; +import { SupportedChainId } from '@cowprotocol/shared'; import { UsdRepositoryCow } from './UsdRepositoryCow'; import { diff --git a/libs/repositories/src/UsdRepository/UsdRepositoryCow.ts b/libs/repositories/src/UsdRepository/UsdRepositoryCow.ts index 482aa0b..4c06e64 100644 --- a/libs/repositories/src/UsdRepository/UsdRepositoryCow.ts +++ b/libs/repositories/src/UsdRepository/UsdRepositoryCow.ts @@ -1,7 +1,7 @@ import { injectable } from 'inversify'; import { UsdRepositoryNoop } from './UsdRepository'; import { OneBigNumber, TenBigNumber, USDC, ZeroBigNumber } from '../const'; -import { SupportedChainId } from '../types'; +import { SupportedChainId } from '@cowprotocol/shared'; import { BigNumber } from 'bignumber.js'; import { throwIfUnsuccessful } from '../utils/throwIfUnsuccessful'; import { Erc20Repository } from '../Erc20Repository/Erc20Repository'; diff --git a/libs/repositories/src/UsdRepository/UsdRepositoryFallback.spec.ts b/libs/repositories/src/UsdRepository/UsdRepositoryFallback.spec.ts index 7c9ad33..9684e4c 100644 --- a/libs/repositories/src/UsdRepository/UsdRepositoryFallback.spec.ts +++ b/libs/repositories/src/UsdRepository/UsdRepositoryFallback.spec.ts @@ -1,4 +1,4 @@ -import { SupportedChainId } from '../types'; +import { SupportedChainId } from '@cowprotocol/shared'; import { PricePoint, UsdRepository } from './UsdRepository'; import { UsdRepositoryFallback } from './UsdRepositoryFallback'; import { WETH } from '../../test/mock'; diff --git a/libs/repositories/src/UsdRepository/UsdRepositoryFallback.ts b/libs/repositories/src/UsdRepository/UsdRepositoryFallback.ts index 390ea26..4366175 100644 --- a/libs/repositories/src/UsdRepository/UsdRepositoryFallback.ts +++ b/libs/repositories/src/UsdRepository/UsdRepositoryFallback.ts @@ -1,6 +1,6 @@ import { injectable } from 'inversify'; import { PricePoint, PriceStrategy, UsdRepository } from './UsdRepository'; -import { SupportedChainId } from '../types'; +import { SupportedChainId } from '@cowprotocol/shared'; @injectable() export class UsdRepositoryFallback implements UsdRepository { diff --git a/libs/repositories/src/const.ts b/libs/repositories/src/const.ts index 9cb9888..c58ce56 100644 --- a/libs/repositories/src/const.ts +++ b/libs/repositories/src/const.ts @@ -1,5 +1,5 @@ import BigNumber from 'bignumber.js'; -import { SupportedChainId } from './types'; +import { SupportedChainId } from '../../shared/src/types'; interface TokenAddressAndDecimals { address: string; diff --git a/libs/repositories/src/datasources/coingecko.ts b/libs/repositories/src/datasources/coingecko.ts index 88a192d..329e455 100644 --- a/libs/repositories/src/datasources/coingecko.ts +++ b/libs/repositories/src/datasources/coingecko.ts @@ -1,4 +1,4 @@ -import { SupportedChainId } from '../types'; +import { SupportedChainId } from '@cowprotocol/shared'; import createClient from 'openapi-fetch'; diff --git a/libs/repositories/src/datasources/cowApi.ts b/libs/repositories/src/datasources/cowApi.ts index af07914..6d7f624 100644 --- a/libs/repositories/src/datasources/cowApi.ts +++ b/libs/repositories/src/datasources/cowApi.ts @@ -3,7 +3,7 @@ import createClient from 'openapi-fetch'; const COW_API_BASE_URL = process.env.COW_API_BASE_URL || 'https://api.cow.fi'; import type { paths } from '../gen/cow/cow-api-types'; -import { ALL_CHAIN_IDS, SupportedChainId } from '../types'; +import { AllChainIds, SupportedChainId } from '@cowprotocol/shared'; export type CowApiClient = ReturnType>; @@ -14,7 +14,7 @@ const COW_API_NETWORK_NAMES: Record = { [SupportedChainId.SEPOLIA]: 'sepolia', }; -export const cowApiClients = ALL_CHAIN_IDS.reduce< +export const cowApiClients = AllChainIds.reduce< Record >((acc, chainId) => { const cowApiUrl = diff --git a/libs/repositories/src/datasources/viem.ts b/libs/repositories/src/datasources/viem.ts index 08f8995..3039a1e 100644 --- a/libs/repositories/src/datasources/viem.ts +++ b/libs/repositories/src/datasources/viem.ts @@ -7,7 +7,7 @@ import { webSocket, } from 'viem'; import { arbitrum, gnosis, mainnet, sepolia } from 'viem/chains'; -import { ALL_CHAIN_IDS, SupportedChainId } from '../types'; +import { AllChainIds, SupportedChainId } from '@cowprotocol/shared'; const NETWORKS: Record = { [SupportedChainId.MAINNET]: mainnet, @@ -16,7 +16,7 @@ const NETWORKS: Record = { [SupportedChainId.SEPOLIA]: sepolia, }; -export const viemClients = ALL_CHAIN_IDS.reduce< +export const viemClients = AllChainIds.reduce< Record >((acc, chainId) => { const chain = NETWORKS[chainId]; diff --git a/libs/repositories/src/index.ts b/libs/repositories/src/index.ts index 2bd617b..15f3943 100644 --- a/libs/repositories/src/index.ts +++ b/libs/repositories/src/index.ts @@ -1,4 +1,4 @@ -export * from './types'; +export * from '../../shared/src/types'; // Utils export * from './utils/cache'; diff --git a/libs/repositories/src/types.ts b/libs/repositories/src/types.ts deleted file mode 100644 index 3906e70..0000000 --- a/libs/repositories/src/types.ts +++ /dev/null @@ -1,11 +0,0 @@ -// TODO: Import from SDK -export enum SupportedChainId { - MAINNET = 1, - GNOSIS_CHAIN = 100, - ARBITRUM_ONE = 42161, - SEPOLIA = 11155111, -} - -export const ALL_CHAIN_IDS: SupportedChainId[] = Object.values(SupportedChainId) - .filter((value) => typeof value === 'number') // Filter out non-numeric values - .map((value) => value as number); // Map to number diff --git a/libs/repositories/tsconfig.lib.json b/libs/repositories/tsconfig.lib.json index 3f06e80..7091363 100644 --- a/libs/repositories/tsconfig.lib.json +++ b/libs/repositories/tsconfig.lib.json @@ -7,5 +7,5 @@ "types": ["node"] }, "exclude": ["jest.config.ts", "src/**/*.spec.ts", "src/**/*.test.ts"], - "include": ["src/**/*.ts"] + "include": ["src/**/*.ts", "../shared/src/types.ts"] } diff --git a/libs/services/src/SlippageService/SlippageService.ts b/libs/services/src/SlippageService/SlippageService.ts index 278f0c8..65c3a37 100644 --- a/libs/services/src/SlippageService/SlippageService.ts +++ b/libs/services/src/SlippageService/SlippageService.ts @@ -1,13 +1,42 @@ +import { PricePoint, SupportedChainId } from '@cowprotocol/repositories'; +import { Address } from 'viem'; + /** * BPS (Basis Points) */ export type Bps = number; +export interface GetSlippageBpsParams { + chainId: SupportedChainId; + quoteTokenAddress: string; + baseTokenAddress: string; + order?: OrderForSlippageCalculation; +} + +export type OrderKind = 'buy' | 'sell'; + +export interface OrderForSlippageCalculation { + orderKind: OrderKind; + partiallyFillable: boolean; + sellAmount: string; + buyAmount: string; + expirationTimeInSeconds: number; +} + +export interface VolatilityDetails { + tokenAddress: string; + usdPrice: number; + prices: PricePoint[] | null; + volatilityInUsd: number; + volatilityInTokens: number; +} + export interface SlippageService { - getSlippageBps( - quoteTokenAddress: string, - baseTokenAddress: string - ): Promise; + getSlippageBps(params: GetSlippageBpsParams): Promise; + getVolatilityDetails( + chainId: SupportedChainId, + tokenAddress: string + ): Promise; } export const slippageServiceSymbol = Symbol.for('SlippageService'); diff --git a/libs/services/src/SlippageService/SlippageServiceMain.spec.ts b/libs/services/src/SlippageService/SlippageServiceMain.spec.ts index 223f748..36cfce2 100644 --- a/libs/services/src/SlippageService/SlippageServiceMain.spec.ts +++ b/libs/services/src/SlippageService/SlippageServiceMain.spec.ts @@ -1,47 +1,448 @@ -import { Container, injectable } from 'inversify'; -import { SlippageService, slippageServiceSymbol } from './SlippageService'; -import { SlippageServiceMain } from './SlippageServiceMain'; +import { + MAX_SLIPPAGE_BPS, + MIN_SLIPPAGE_BPS, + SlippageServiceMain, +} from './SlippageServiceMain'; import { PricePoint, - PriceStrategy, SupportedChainId, UsdRepository, - usdRepositorySymbol, } from '@cowprotocol/repositories'; +import ms from 'ms'; -@injectable() -class UsdRepositoryMock implements UsdRepository { - getUsdPrice( - chainId: SupportedChainId, - tokenAddress: string - ): Promise { - throw null; - } - getUsdPrices( - chainId: SupportedChainId, - tokenAddress: string, - priceStrategy: PriceStrategy - ): Promise { - throw null; - } -} +const FIVE_MIN = ms('5min'); +const FOUR_MIN = ms('4min'); +const SIX_MIN = ms('6min'); + +const getUsdPrice = jest.fn(); +const getUsdPrices = jest.fn(); + +const POINTS_VOLATILITY_ZERO = getPoints([100, 100, 100, 100]); +const POINTS_WITH_HIGH_VOLATILITY = getPoints([100, 110, 120, 130]); // 10% each 5min +const POINTS_WITH_LOW_VOLATILITY = getPoints([ + 100.0001, 100.0002, 100.0003, 100.0004, +]); // 0.0001% each 5min describe('SlippageServiceMain', () => { - let slippageService: SlippageService; + let slippageService: SlippageServiceMain; + let usdRepositoryMock: UsdRepository; + + const chainId = SupportedChainId.MAINNET; + const baseTokenAddress = '0xC02aaA39b223FE8D0A0e5C4F27eAD9083C756Cc2'; + const quoteTokenAddress = '0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48'; + + beforeEach(() => { + usdRepositoryMock = { + getUsdPrice, + getUsdPrices, + }; + + slippageService = new SlippageServiceMain(usdRepositoryMock); + }); + + describe('should return the maximum slippage if', () => { + it('prices are not available', async () => { + // GIVEN: No prices available + getUsdPrices.mockResolvedValue(null); + + // WHEN: Get slippage + const result = await slippageService.getSlippageBps({ + chainId, + baseTokenAddress, + quoteTokenAddress, + }); + + // THEN: We get the max slippage + expect(result).toBe(MAX_SLIPPAGE_BPS); + }); + + it('no price points are available', async () => { + // GIVEN: No prices available + getUsdPrices.mockResolvedValue([]); + + // WHEN: Get slippage + const result = await slippageService.getSlippageBps({ + chainId, + baseTokenAddress, + quoteTokenAddress, + }); + + // THEN: We get the max slippage + expect(result).toBe(MAX_SLIPPAGE_BPS); + }); + + it(`one of the tokens is volatile`, async () => { + getUsdPrices.mockImplementation( + async (chainId, tokenAddress, interval) => { + if (tokenAddress === baseTokenAddress) { + // GIVEN: One token is volatile + return POINTS_VOLATILITY_ZERO; + } else { + // GIVEN: The other token is very volatile + return POINTS_WITH_HIGH_VOLATILITY; + } + } + ); + + // WHEN: Get slippage + let result = await slippageService.getSlippageBps({ + chainId, + baseTokenAddress, + quoteTokenAddress, + }); + + // THEN: We get the maximum slippage + expect(result).toBe(MAX_SLIPPAGE_BPS); + + // WHEN: Get slippage (with the tokens inverted) + result = await slippageService.getSlippageBps({ + chainId, + quoteTokenAddress, + baseTokenAddress, + }); + + // THEN: We get the maximum slippage too + expect(result).toBe(MAX_SLIPPAGE_BPS); + }); + + it(`one of the tokens has no prices available`, async () => { + getUsdPrices.mockImplementation( + async (chainId, tokenAddress, interval) => { + if (tokenAddress === baseTokenAddress) { + // GIVEN: One token is volatile + return POINTS_VOLATILITY_ZERO; + } else { + // GIVEN: The other token is not + return null; + } + } + ); + + // WHEN: Get slippage + let result = await slippageService.getSlippageBps({ + chainId, + baseTokenAddress, + quoteTokenAddress, + }); + + // THEN: We get the maximum slippage + expect(result).toBe(MAX_SLIPPAGE_BPS); + + // WHEN: Get slippage (with the tokens inverted) + result = await slippageService.getSlippageBps({ + chainId, + quoteTokenAddress, + baseTokenAddress, + }); + + // THEN: We get the maximum slippage too + expect(result).toBe(MAX_SLIPPAGE_BPS); + }); + + it(`if the prices change a lot`, async () => { + // GIVEN: The prices have high volatility + getUsdPrices.mockResolvedValue(POINTS_WITH_HIGH_VOLATILITY); + + // WHEN: Get slippage + const result = await slippageService.getSlippageBps({ + chainId, + baseTokenAddress, + quoteTokenAddress, + }); + + // THEN: We get the maximum slippage + expect(result).toBe(MAX_SLIPPAGE_BPS); + }); + + it(`if the asset is volatile`, async () => { + // GIVEN: The prices have high volatility + getUsdPrices.mockResolvedValue(getPoints([100, 100.02, 100.04, 100.06])); + + // GIVEN: Price is 1 USD + getUsdPrice.mockResolvedValue(1); + + // WHEN: Get slippage + const result = await slippageService.getSlippageBps({ + chainId, + baseTokenAddress, + quoteTokenAddress, + }); + + // THEN: We get the maximum slippage + // AVG = (100 + 100.02 + 100.04 + 100.06)/4 = 100.03 + // VARIANCE = ((100 - 100.03)**2 + (100.02 - 100.03)**2 + (100.04 - 100.03)**2 + (100.06 - 100.03)**2) / 4 = 0.0005 + // STDDEV = sqrt(0.0005) = 0.02236067977 + // Number of points for Fair Settlement = 5min / 5min = 1 + // Volatility Fair Settlement (USD) = 0.02236067977 * sqrt(1) = 0.02236067977 + // Volatility Fair Settlement (Token) = 0.02236067977 / 1 = 0.02236067977 + // Slippage BPS = ceil(0.02236067977 * 10000) = 224 + // Adjusted Slippage = MAX = 200 + expect(result).toBe(MAX_SLIPPAGE_BPS); + }); + }); + + describe('should return the minimum slippage if', () => { + it(`if the prices don't change`, async () => { + // GIVEN: The prices don't change at all + getUsdPrices.mockResolvedValue(POINTS_VOLATILITY_ZERO); + + // WHEN: Get slippage + const result = await slippageService.getSlippageBps({ + chainId, + baseTokenAddress, + quoteTokenAddress, + }); + + // THEN: We get the minimum slippage + expect(result).toBe(MIN_SLIPPAGE_BPS); + }); + + it(`if the prices change very little`, async () => { + // GIVEN: The prices don't change much + getUsdPrices.mockResolvedValue(POINTS_WITH_LOW_VOLATILITY); - beforeAll(() => { - const container = new Container(); - container.bind(usdRepositorySymbol).to(UsdRepositoryMock); - container - .bind(slippageServiceSymbol) - .to(SlippageServiceMain); + // WHEN: Get slippage + const result = await slippageService.getSlippageBps({ + chainId, + baseTokenAddress, + quoteTokenAddress, + }); - slippageService = container.get(slippageServiceSymbol); + // THEN: We get the minimum slippage + expect(result).toBe(MIN_SLIPPAGE_BPS); + }); }); - // TODO: Implement! as slippage calculation is not implemented, we cant test it yey - it('should return always 50', async () => { - const slippage = 0; // await slippageService.getSlippageBps('0x0', '0x0'); - expect(slippage).toEqual(0); + describe('should return the estimated slippage', () => { + it(`for normal volatility`, async () => { + // GIVEN: The prices have high volatility + getUsdPrices.mockResolvedValue(getPoints([100, 100.01, 100.02, 100.03])); + + // GIVEN: Price is 1 USD + getUsdPrice.mockResolvedValue(1); + + // WHEN: Get slippage + const result = await slippageService.getSlippageBps({ + chainId, + baseTokenAddress, + quoteTokenAddress, + }); + + // THEN: We get the the calculated slippage + // AVG = (100 + 100.01 + 100.02 + 100.03)/4 = 100.015 + // VARIANCE = ((100 - 100.015)**2 + (100.01 - 100.015)**2 + (100.02 - 100.015)**2 + (100.03 - 100.015)**2) / 4 = 0.000125 + // STDDEV = sqrt(0.000125) = 0.01118033989 + // Number of points for Fair Settlement = 5min / 5min = 1 + // Volatility Fair Settlement (USD) = 0.01118033989 * sqrt(1) = 0.01118033989 + // Volatility Fair Settlement (Token) = 0.01118033989 / 1 = 0.01118033989 + // Slippage BPS = ceil(0.01118033989 * 10000) = 112 + // Adjusted Slippage = 112 + expect(result).toBe(112); + }); + + it(`if token is worth more in USD, the slippage is smaller`, async () => { + // GIVEN: The prices have high volatility + getUsdPrices.mockResolvedValue(getPoints([100, 100.01, 100.02, 100.03])); + + // GIVEN: Price is 1.1 USD + getUsdPrice.mockResolvedValue(1.1); + + // WHEN: Get slippage + const result = await slippageService.getSlippageBps({ + chainId, + baseTokenAddress, + quoteTokenAddress, + }); + + // THEN: We get the the calculated slippage + // AVG = (100 + 100.01 + 100.02 + 100.03)/4 = 100.015 + // VARIANCE = ((100 - 100.015)**2 + (100.01 - 100.015)**2 + (100.02 - 100.015)**2 + (100.03 - 100.015)**2) / 4 = 0.000125 + // STDDEV = sqrt(0.000125) = 0.01118033989 + // Number of points for Fair Settlement = 5min / 5min = 1 + // Volatility Fair Settlement (USD) = 0.01118033989 * sqrt(1) = 0.01118033989 + // Volatility Fair Settlement (Token) = 0.01118033989 / 1.1 = 0.01016394535 + // Slippage BPS = ceil(0.01016394535 * 10000) = 102 + // Adjusted Slippage = 102 + expect(result).toBe(102); + }); + + it(`if token is worth less in USD, the slippage is bigger`, async () => { + // GIVEN: The prices have high volatility + getUsdPrices.mockResolvedValue(getPoints([100, 100.01, 100.02, 100.03])); + + // GIVEN: Price is 1.1 USD + getUsdPrice.mockResolvedValue(0.9); + + // WHEN: Get slippage + const result = await slippageService.getSlippageBps({ + chainId, + baseTokenAddress, + quoteTokenAddress, + }); + + // THEN: We get the the calculated slippage + // AVG = (100 + 100.01 + 100.02 + 100.03)/4 = 100.015 + // VARIANCE = ((100 - 100.015)**2 + (100.01 - 100.015)**2 + (100.02 - 100.015)**2 + (100.03 - 100.015)**2) / 4 = 0.000125 + // STDDEV = sqrt(0.000125) = 0.01118033989 + // Number of points for Fair Settlement = 5min / 5min = 1 + // Volatility Fair Settlement (USD) = 0.01118033989 * sqrt(1) = 0.01118033989 + // Volatility Fair Settlement (Token) = 0.01118033989 / 0.9 = 0.01242259988 + // Slippage BPS = ceil(0.01242259988 * 10000) = 125 + // Adjusted Slippage = 125 + expect(result).toBe(125); + }); + + it(`price points further away in time, make the slippage smaller`, async () => { + // GIVEN: If the points are 6min apart (instead of 5min) + getUsdPrices.mockResolvedValue( + getPoints([100, 100.01, 100.02, 100.03], SIX_MIN) + ); + + // GIVEN: Price is 1 USD + getUsdPrice.mockResolvedValue(1); + + // WHEN: Get slippage + const result = await slippageService.getSlippageBps({ + chainId, + baseTokenAddress, + quoteTokenAddress, + }); + + // THEN: We get the calculated slippage + // AVG = (100 + 100.01 + 100.02 + 100.03)/4 = 100.015 + // VARIANCE = ((100 - 100.015)**2 + (100.01 - 100.015)**2 + (100.02 - 100.015)**2 + (100.03 - 100.015)**2) / 4 = 0.000125 + // STDDEV = sqrt(0.000125) = 0.01118033989 + // Number of points for Fair Settlement = 5min / 6min = 0.8333333333 + // Volatility Fair Settlement (USD) = 0.01118033989 * sqrt(0.8333333333) = 0.01020620726 + // Volatility Fair Settlement (Token) = 0.01020620726 / 1 = 0.01020620726 + // Slippage BPS = ceil(0.01020620726 * 10000) = 103 + // Adjusted Slippage = 103 + expect(result).toBe(103); // 103 is less than 112 (same prices, but 6min apart instead of 5min) + }); + + it(`price points closer in time, increase volatility`, async () => { + // GIVEN: If the points are 4min apart (instead of 5min) + getUsdPrices.mockResolvedValue( + getPoints([100, 100.01, 100.02, 100.03], FOUR_MIN) + ); + + // GIVEN: Price is 1 USD + getUsdPrice.mockResolvedValue(1); + + // WHEN: Get slippage + const result = await slippageService.getSlippageBps({ + chainId, + baseTokenAddress, + quoteTokenAddress, + }); + + // THEN: We get the minimum slippage + // AVG = (100 + 100.01 + 100.02 + 100.03)/4 = 100.015 + // VARIANCE = ((100 - 100.015)**2 + (100.01 - 100.015)**2 + (100.02 - 100.015)**2 + (100.03 - 100.015)**2) / 4 = 0.000125 + // STDDEV = sqrt(0.000125) = 0.01118033989 + // Number of points for Fair Settlement = 5min / 4min = 1.25 + // Volatility Fair Settlement (USD) = 0.01118033989 * sqrt(1.25) = 0.0125 + // Volatility Fair Settlement (Token) = 0.0125 / 1 = 0.0125 + // Slippage BPS = ceil(0.0125 * 10000) = 125 + // Adjusted Slippage = 125 + expect(result).toBe(125); // 125 is more than 112 (same prices, but 4min apart instead of 5min) + }); + }); + + describe('when tokens have different volatility', () => { + it(`should return the worst of the two tokens`, async () => { + // GIVEN: The prices have high volatility + getUsdPrices.mockResolvedValue(getPoints([100, 100.01, 100.02, 100.03])); + + getUsdPrice.mockImplementation(async (chainId, tokenAddress) => { + if (tokenAddress === quoteTokenAddress) { + // GIVEN: Base token is 1 USD + return 1; + } else { + // GIVEN: Quote token is 1 USD + return 0.9; + } + }); + + // WHEN: Get slippage + let result = await slippageService.getSlippageBps({ + chainId, + baseTokenAddress, + quoteTokenAddress, + }); + + // THEN: We get the worst slippage of the two tokens + // AVG = (100 + 100.01 + 100.02 + 100.03)/4 = 100.015 + // VARIANCE = ((100 - 100.015)**2 + (100.01 - 100.015)**2 + (100.02 - 100.015)**2 + (100.03 - 100.015)**2) / 4 = 0.000125 + // STDDEV = sqrt(0.000125) = 0.01118033989 + // Number of points for Fair Settlement = 5min / 5min = 1 + // Volatility Fair Settlement (USD) = 0.01118033989 * sqrt(1) = 0.01118033989 + + // Volatility Fair Settlement for quote (Token) = 0.01118033989 / 1 = 0.01118033989 + // Slippage BPS for quote = ceil(0.01118033989 * 10000) = 112 + // Adjusted Slippage for quote = 112 + + // Volatility Fair Settlement for quote (Token) = 0.01118033989 / 0.9 = 0.01242259988 + // Slippage BPS for quote = ceil(0.01242259988 * 10000) = 125 + // Adjusted Slippage for quote = 125 + expect(result).toBe(125); + + // WHEN: Get slippage (inverting the tokens) + const resultTokensInverted = await slippageService.getSlippageBps({ + chainId, + quoteTokenAddress, + baseTokenAddress, + }); + + // THEN: The result should be the same (worst of the two) + expect(resultTokensInverted).toBe(125); + }); + + it(`should return the maximum volatility if we can't estimate the USD price of a token`, async () => { + // GIVEN: The prices have high volatility + getUsdPrices.mockResolvedValue(getPoints([100, 100.01, 100.02, 100.03])); + + getUsdPrice.mockImplementation(async (chainId, tokenAddress) => { + if (tokenAddress === quoteTokenAddress) { + // GIVEN: Base token is 1 USD + return 1; + } else { + // GIVEN: Quote token is not available + return null; + } + }); + + // WHEN: Get slippage + const result = await slippageService.getSlippageBps({ + chainId, + baseTokenAddress, + quoteTokenAddress, + }); + + // THEN: We get the minimum slippage + expect(result).toBe(MAX_SLIPPAGE_BPS); + + // WHEN: Get slippage (inverting the tokens) + const resultInverted = await slippageService.getSlippageBps({ + chainId, + baseTokenAddress, + quoteTokenAddress, + }); + + // THEN: The result should be the same (worst of the two) + expect(resultInverted).toBe(MAX_SLIPPAGE_BPS); + }); }); }); + +function getPoints( + prices: number[], + timeBetweenPoints = FIVE_MIN +): PricePoint[] { + const now = Date.now(); + return prices.map((price, i) => ({ + date: new Date(now + timeBetweenPoints * i), + price, + volume: 1, + })); +} diff --git a/libs/services/src/SlippageService/SlippageServiceMain.ts b/libs/services/src/SlippageService/SlippageServiceMain.ts index b47f587..da6ed32 100644 --- a/libs/services/src/SlippageService/SlippageServiceMain.ts +++ b/libs/services/src/SlippageService/SlippageServiceMain.ts @@ -4,9 +4,19 @@ import { SupportedChainId, } from '@cowprotocol/repositories'; import { injectable, inject } from 'inversify'; -import { Bps, SlippageService } from './SlippageService'; +import { + Bps, + GetSlippageBpsParams, + OrderForSlippageCalculation, + SlippageService, + VolatilityDetails, +} from './SlippageService'; +import ms from 'ms'; +import { toTokenAddress } from '@cowprotocol/shared'; -const DEFAULT_SLIPPAGE_BPS = 200; +export const MIN_SLIPPAGE_BPS = 50; +export const MAX_SLIPPAGE_BPS = 200; +const FAIR_TIME_TO_SETTLEMENT = ms('5min'); @injectable() export class SlippageServiceMain implements SlippageService { @@ -15,35 +25,132 @@ export class SlippageServiceMain implements SlippageService { private usdRepository: UsdRepository ) {} - async getSlippageBps( - quoteTokenAddress: string, - baseTokenAddress: string - ): Promise { - const [slippageQuoteToken, slippageBaseToken] = await Promise.all([ - this.getSlippageForToken(quoteTokenAddress), - this.getSlippageForToken(baseTokenAddress), - ]); + async getSlippageBps(params: GetSlippageBpsParams): Promise { + const volatilityOnExpiration = await this.getMaxVolatilityOnSettlement( + params + ); + + // If volatility is unknown, we take the worst case + if (volatilityOnExpiration === null) { + return MAX_SLIPPAGE_BPS; + } + + // Return the slippage based on the volatility + return this.getSlippageBpsFromVolatility(volatilityOnExpiration); + } + + private getSlippageBpsFromVolatility(volatility: number): Bps { + const slippageBps = Math.ceil(volatility * 10_000); - return Math.max(slippageQuoteToken, slippageBaseToken); + if (slippageBps < MIN_SLIPPAGE_BPS) { + return MIN_SLIPPAGE_BPS; + } + + if (slippageBps > MAX_SLIPPAGE_BPS) { + return MAX_SLIPPAGE_BPS; + } + + return slippageBps; } - private async getSlippageForToken(tokenAddress: string): Promise { + /** + * Get the volatility of the asset in some time (enough for a solver to execute a solvable order) + * + * @param chainId + * @param tokenAddressString + * + * @returns volatility in decimal format + */ + async getVolatilityDetails( + chainId: SupportedChainId, + tokenAddressString: string, + order?: OrderForSlippageCalculation + ): Promise { + const tokenAddress = toTokenAddress(tokenAddressString, chainId); const prices = await this.usdRepository.getUsdPrices( - SupportedChainId.MAINNET, + chainId, tokenAddress, - 'daily' + '5m' ); if (!prices) { - return DEFAULT_SLIPPAGE_BPS; + return null; } - const todayPrice = prices[prices.length - 1].price; - const yesterdayPrice = prices[prices.length - 2].price; - const bps = Math.abs( - ((todayPrice - yesterdayPrice) / yesterdayPrice) * 10000 + // Get price of the token + const usdPrice = await this.usdRepository.getUsdPrice( + chainId, + tokenAddress ); - return Math.ceil(bps); + if (!usdPrice) { + return null; + } + + // Calculate the average of the prices (in USD) + const averagePrice = + prices.reduce((acc, price) => acc + price.price, 0) / prices.length; + + // Calculate the variance + const variance = + prices.reduce((acc, price) => { + // Calculate price differences between the price point and the average + const difference = price.price - averagePrice; + + // Square the difference + const squaredDifference = difference ** 2; + + // Sum squared differences + return acc + squaredDifference; + }, 0) / prices.length; + + // Calculate the standard deviation + const standardDeviation = Math.sqrt(variance); + + // Average time between each data point + const averageTimeBetweenDataPoints = + (prices[prices.length - 1].date.getTime() - prices[0].date.getTime()) / + (prices.length - 1); + + // Points in Time for Settlement + const pointsForFairSettlement = + FAIR_TIME_TO_SETTLEMENT / averageTimeBetweenDataPoints; + + // Predict variance between now and a fair settlement + const volatilityForFairSettlement = + standardDeviation * Math.sqrt(pointsForFairSettlement); + + // Return the normalized volatility (denominated in the token, not in USD) + const normalizedVolatility = volatilityForFairSettlement / usdPrice; + + return { + tokenAddress, + prices, + usdPrice, + volatilityInUsd: volatilityForFairSettlement, + volatilityInTokens: normalizedVolatility, + }; + } + + private async getMaxVolatilityOnSettlement({ + order, + chainId, + baseTokenAddress, + quoteTokenAddress, + }: GetSlippageBpsParams) { + // Get the 5min standard deviation for the quote token (~288 points, 5min apart) + const [volatilityQuote, volatilityBase] = await Promise.all([ + this.getVolatilityDetails(chainId, quoteTokenAddress, order), + this.getVolatilityDetails(chainId, baseTokenAddress, order), + ]); + + if (volatilityQuote === null || volatilityBase === null) { + return null; + } + + return Math.max( + volatilityQuote.volatilityInTokens, + volatilityBase.volatilityInTokens + ); } } diff --git a/libs/services/src/SlippageService/SlippageServiceMock.ts b/libs/services/src/SlippageService/SlippageServiceMock.ts index b7b6a50..b03cf5a 100644 --- a/libs/services/src/SlippageService/SlippageServiceMock.ts +++ b/libs/services/src/SlippageService/SlippageServiceMock.ts @@ -1,16 +1,22 @@ import { injectable } from 'inversify'; -import { Bps, SlippageService } from './SlippageService'; +import { + Bps, + OrderForSlippageCalculation, + SlippageService, + VolatilityDetails, +} from './SlippageService'; +import { SupportedChainId } from '@cowprotocol/repositories'; const DEFAULT_SLIPPAGE_BPS = 50; @injectable() export class SlippageServiceMock implements SlippageService { constructor() {} + async getVolatilityDetails(): Promise { + return null; + } - async getSlippageBps( - _quoteTokenAddress: string, - _baseTokenAddress: string - ): Promise { + async getSlippageBps(): Promise { return DEFAULT_SLIPPAGE_BPS; } } diff --git a/libs/services/src/SlippageService/test-data/1-COW-WETH__slippageTolerance.json b/libs/services/src/SlippageService/test-data/1-COW-WETH__slippageTolerance.json new file mode 100644 index 0000000..bdc165a --- /dev/null +++ b/libs/services/src/SlippageService/test-data/1-COW-WETH__slippageTolerance.json @@ -0,0 +1,3 @@ +{ + "slippageBps": 142 +} \ No newline at end of file diff --git a/libs/services/src/SlippageService/test-data/1-COW-WETH__volatilityDetails.json b/libs/services/src/SlippageService/test-data/1-COW-WETH__volatilityDetails.json new file mode 100644 index 0000000..1cbabae --- /dev/null +++ b/libs/services/src/SlippageService/test-data/1-COW-WETH__volatilityDetails.json @@ -0,0 +1,2903 @@ +{ + 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+ "volume": 5005039.73589929 + } + ], + "usdPrice": 0.999696, + "volatilityInUsd": 0.001298267611281747, + "volatilityInTokens": 0.0012986624046527615 + } +} \ No newline at end of file diff --git a/libs/shared/.eslintrc.json b/libs/shared/.eslintrc.json new file mode 100644 index 0000000..9d9c0db --- /dev/null +++ b/libs/shared/.eslintrc.json @@ -0,0 +1,18 @@ +{ + "extends": ["../../.eslintrc.json"], + "ignorePatterns": ["!**/*"], + "overrides": [ + { + "files": ["*.ts", "*.tsx", "*.js", "*.jsx"], + "rules": {} + }, + { + "files": ["*.ts", "*.tsx"], + "rules": {} + }, + { + "files": ["*.js", "*.jsx"], + "rules": {} + } + ] +} diff --git a/libs/shared/README.md b/libs/shared/README.md new file mode 100644 index 0000000..043b8fd --- /dev/null +++ b/libs/shared/README.md @@ -0,0 +1,7 @@ +# shared + +This library was generated with [Nx](https://nx.dev). + +## Running unit tests + +Run `nx test shared` to execute the unit tests via [Jest](https://jestjs.io). diff --git a/libs/shared/jest.config.ts b/libs/shared/jest.config.ts new file mode 100644 index 0000000..e0bf15c --- /dev/null +++ b/libs/shared/jest.config.ts @@ -0,0 +1,11 @@ +/* eslint-disable */ +export default { + displayName: 'shared', + preset: '../../jest.preset.js', + testEnvironment: 'node', + transform: { + '^.+\\.[tj]s$': ['ts-jest', { tsconfig: '/tsconfig.spec.json' }], + }, + moduleFileExtensions: ['ts', 'js', 'html'], + coverageDirectory: '../../coverage/libs/shared', +}; diff --git a/libs/shared/project.json b/libs/shared/project.json new file mode 100644 index 0000000..a6ed9f1 --- /dev/null +++ b/libs/shared/project.json @@ -0,0 +1,30 @@ +{ + "name": "shared", + "$schema": "../../node_modules/nx/schemas/project-schema.json", + "sourceRoot": "libs/shared/src", + "projectType": "library", + "targets": { + "lint": { + "executor": "@nx/linter:eslint", + "outputs": ["{options.outputFile}"], + "options": { + "lintFilePatterns": ["libs/shared/**/*.ts"] + } + }, + "test": { + "executor": "@nx/jest:jest", + "outputs": ["{workspaceRoot}/coverage/{projectRoot}"], + "options": { + "jestConfig": "libs/shared/jest.config.ts", + "passWithNoTests": true + }, + "configurations": { + "ci": { + "ci": true, + "codeCoverage": true + } + } + } + }, + "tags": [] +} diff --git a/libs/shared/src/const.ts b/libs/shared/src/const.ts new file mode 100644 index 0000000..08f1b94 --- /dev/null +++ b/libs/shared/src/const.ts @@ -0,0 +1,29 @@ +import { Address } from 'viem'; +import { SupportedChainId } from './types'; + +/** + * Native currency address. For example, represents Ether in Mainnet and Arbitrum, and xDAI in Gnosis chain. + */ +export const NativeCurrencyAddress = + '0xeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee'; + +/** + * Wrapped native token address. For example, represents WETH in Mainnet and Arbitrum, and wxDAI in Gnosis chain. + */ +export const WrappedNativeTokenAddress: Record = { + [SupportedChainId.MAINNET]: '0xC02aaA39b223FE8D0A0e5C4F27eAD9083C756Cc2', + [SupportedChainId.GNOSIS_CHAIN]: '0xe91D153E0b41518A2Ce8Dd3D7944Fa863463a97d', + [SupportedChainId.ARBITRUM_ONE]: '0x82aF49447D8a07e3bd95BD0d56f35241523fBab1', + [SupportedChainId.SEPOLIA]: '0xfFf9976782d46CC05630D1f6eBAb18b2324d6B14', +}; + +export const ChainLabels: Record = { + [SupportedChainId.MAINNET]: 'Mainnet', + [SupportedChainId.GNOSIS_CHAIN]: 'Gnosis Chain', + [SupportedChainId.ARBITRUM_ONE]: 'Arbitrum', + [SupportedChainId.SEPOLIA]: 'Sepolia', +}; + +export const AllChainIds: SupportedChainId[] = Object.values(SupportedChainId) + .filter((value) => typeof value === 'number') // Filter out non-numeric values + .map((value) => value as number); // Map to number diff --git a/libs/shared/src/index.ts b/libs/shared/src/index.ts new file mode 100644 index 0000000..7918be8 --- /dev/null +++ b/libs/shared/src/index.ts @@ -0,0 +1,3 @@ +export * from './types'; +export * from './const'; +export * from './utils'; diff --git a/libs/shared/src/types.ts b/libs/shared/src/types.ts new file mode 100644 index 0000000..aecbf03 --- /dev/null +++ b/libs/shared/src/types.ts @@ -0,0 +1,7 @@ +// TODO: Import from SDK +export enum SupportedChainId { + MAINNET = 1, + GNOSIS_CHAIN = 100, + ARBITRUM_ONE = 42161, + SEPOLIA = 11155111, +} diff --git a/libs/shared/src/utils.ts b/libs/shared/src/utils.ts new file mode 100644 index 0000000..7cfc9ab --- /dev/null +++ b/libs/shared/src/utils.ts @@ -0,0 +1,43 @@ +import { Address, getAddress } from 'viem'; +import { + AllChainIds, + NativeCurrencyAddress, + WrappedNativeTokenAddress, +} from './const'; +import { SupportedChainId } from './types'; + +/** + * Returns the token address. This function will throw if the address passed is not an Ethereum address. + * It will also convert the address representing the native currency (0xEeeeeEeeeEeEeeEeEeEeeEEEeeeeEeeeeeeeEEeE) into + * its wrapped version. + */ +export function toTokenAddress( + address: string, + chainId: SupportedChainId +): Address { + if (address.toLocaleLowerCase() === NativeCurrencyAddress) { + return WrappedNativeTokenAddress[chainId]; + } + + return getAddress(address.toLowerCase()); +} + +export function isSupportedChain(chain: number): chain is SupportedChainId { + return AllChainIds.includes(chain as SupportedChainId); +} + +export function toSupportedChainId(chain: string | number): SupportedChainId { + if (typeof chain === 'string') { + chain = parseInt(chain); + } + + if (!isSupportedChain(chain)) { + throw new Error( + `Unsupported chain ID: ${chain}. Supported chains are: ${AllChainIds.join( + ', ' + )}` + ); + } + + return chain; +} diff --git a/libs/shared/tsconfig.json b/libs/shared/tsconfig.json new file mode 100644 index 0000000..19b9eec --- /dev/null +++ b/libs/shared/tsconfig.json @@ -0,0 +1,16 @@ +{ + "extends": "../../tsconfig.base.json", + "compilerOptions": { + "module": "commonjs" + }, + "files": [], + "include": [], + "references": [ + { + "path": "./tsconfig.lib.json" + }, + { + "path": "./tsconfig.spec.json" + } + ] +} diff --git a/libs/shared/tsconfig.lib.json b/libs/shared/tsconfig.lib.json new file mode 100644 index 0000000..3f06e80 --- /dev/null +++ b/libs/shared/tsconfig.lib.json @@ -0,0 +1,11 @@ +{ + "extends": "./tsconfig.json", + "compilerOptions": { + "module": "commonjs", + "outDir": "../../dist/out-tsc", + "declaration": true, + "types": ["node"] + }, + "exclude": ["jest.config.ts", "src/**/*.spec.ts", "src/**/*.test.ts"], + "include": ["src/**/*.ts"] +} diff --git a/libs/shared/tsconfig.spec.json b/libs/shared/tsconfig.spec.json new file mode 100644 index 0000000..9b2a121 --- /dev/null +++ b/libs/shared/tsconfig.spec.json @@ -0,0 +1,14 @@ +{ + "extends": "./tsconfig.json", + "compilerOptions": { + "outDir": "../../dist/out-tsc", + "module": "commonjs", + "types": ["jest", "node"] + }, + "include": [ + "jest.config.ts", + "src/**/*.test.ts", + "src/**/*.spec.ts", + "src/**/*.d.ts" + ] +} diff --git a/package.json b/package.json index 3ad6ac1..ce719d4 100644 --- a/package.json +++ b/package.json @@ -19,7 +19,8 @@ "compose:up": "yarn docker-build:affected && docker-compose up", "swagger": "ts-node scripts/fetchCoingeckoSwagger", "gen:types": "npx openapi-typescript", - "postinstall": "yarn gen:types" + "postinstall": "yarn gen:types", + "test:api:slippage": "node apps/api/scripts/test-slippage.js" }, "private": true, "dependencies": { diff --git a/tsconfig.base.json b/tsconfig.base.json index 1d8f577..0020d49 100644 --- a/tsconfig.base.json +++ b/tsconfig.base.json @@ -25,7 +25,8 @@ "@cowprotocol/cms-api": ["libs/cms-api/src/index.ts"], "@cowprotocol/notifications": ["libs/notifications/src/index.ts"], "@cowprotocol/repositories": ["libs/repositories/src/index.ts"], - "@cowprotocol/services": ["libs/services/src/index.ts"] + "@cowprotocol/services": ["libs/services/src/index.ts"], + "@cowprotocol/shared": ["libs/shared/src/index.ts"] } }, "exclude": ["node_modules", "tmp"]