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Author SHA1 Message Date
Taarush Vemulapalli
63275576a2 historical price in eth/usdc 2021-10-04 05:41:55 -07:00
2 changed files with 232 additions and 0 deletions

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import os
from mev_inspect.schemas.classified_traces import Protocol
from mev_inspect.abi import get_raw_abi
from web3 import Web3
WETH_ADDRESS = "0xC02aaA39b223FE8D0A0e5C4F27eAD9083C756Cc2"
USDC_ADDRESS = "0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48"
ZERO_ADDRESS = "0x0000000000000000000000000000000000000000"
UNISWAP_ROUTER = "0x7a250d5630B4cF539739dF2C5dAcb4c659F2488D"
UNISWAP_FACTORY = "0x5C69bEe701ef814a2B6a3EDD4B1652CB9cc5aA6f"
SUSHISWAP_ROUTER = "0xd9e1cE17f2641f24aE83637ab66a2cca9C378B9F"
SUSHISWAP_FACTORY = "0xC0AEe478e3658e2610c5F7A4A2E1777cE9e4f2Ac"
router_abi = get_raw_abi("UniswapV2Router", Protocol.uniswap_v2)
factory_abi = get_raw_abi("UniswapV2Factory", Protocol.uniswap_v2)
pool_abi = get_raw_abi("UniswapV2Pair", None)
def get_erc20_token_decimals(token_address):
token_abi = get_raw_abi("ERC20", None)
token_instance = w3.eth.contract(address=token_address, abi=token_abi)
decimals = token_instance.functions.decimals().call()
return decimals
# get the specific uniswap/sushiswap pools for a pair of tokens
def get_uniswap_pair_pool(token_0, token_1):
factory_instance = w3.eth.contract(address=UNISWAP_FACTORY, abi=factory_abi)
pair_address = factory_instance.functions.getPair(token_0, token_1).call()
# 0x0 is returned when the pair does not have a pool
if pair_address != ZERO_ADDRESS:
return pair_address
else:
return None
def get_sushiswap_pair_pool(token_0, token_1):
factory_instance = w3.eth.contract(address=SUSHISWAP_FACTORY, abi=factory_abi)
pair_address = factory_instance.functions.getPair(token_0, token_1).call()
if pair_address != ZERO_ADDRESS:
return pair_address
else:
return None
# get reserves of a pool at a specific block number
def get_uni_pool_reserves(pool_address, block_number):
if pool_address is None: # pool ABC-XYZ does not exist
return None
pool_instance = w3.eth.contract(address=pool_address, abi=pool_abi)
token_0 = pool_instance.functions.token0().call()
token_1 = pool_instance.functions.token1().call()
token_0_reserve, token_1_reserve, _ = pool_instance.functions.getReserves().call(
block_identifier=block_number
)
return {token_0: token_0_reserve, token_1: token_1_reserve}
def get_sushi_pool_reserves(pool_address, block_number):
if pool_address is None: # pool ABC-XYZ does not exist
return None
pool_instance = w3.eth.contract(address=pool_address, abi=pool_abi)
token_0 = pool_instance.functions.token0().call()
token_1 = pool_instance.functions.token1().call()
token_0_reserve, token_1_reserve, _ = pool_instance.functions.getReserves().call(
block_identifier=block_number
)
return {token_0: token_0_reserve, token_1: token_1_reserve}
# get the price of any token (in eth) at a specific block number
def get_erc20_token_price_in_eth(token_amount, token_address, block_number, w3):
# get the TOKEN-ETH pool addresses from AMM factory
uni_pair_pool_address = get_uniswap_pair_pool(token_address, WETH_ADDRESS)
sushi_pair_pool_address = get_sushiswap_pair_pool(token_address, WETH_ADDRESS)
# get reserves from both pools, pick one with higher liquidity at that block height
uni_pool_reserves = get_uni_pool_reserves(uni_pair_pool_address, block_number)
sushi_pool_reserves = get_sushi_pool_reserves(sushi_pair_pool_address, block_number)
if sushi_pool_reserves is None and uni_pool_reserves is None:
return 0 # no liquidity exists in either pools
# if sushiswap pool doesn't exist, use uniswap pool
if sushi_pool_reserves is None and uni_pool_reserves != None:
router_instance = w3.eth.contract(address=UNISWAP_ROUTER, abi=router_abi)
token_price_in_wei = router_instance.functions.getAmountOut(
token_amount,
uni_pool_reserves[token_address],
uni_pool_reserves[WETH_ADDRESS],
).call()
token_price_in_eth = w3.fromWei(token_price_in_wei, "ether")
return float(token_price_in_eth)
# conversely
if sushi_pool_reserves != None and uni_pool_reserves is None:
router_instance = w3.eth.contract(address=SUSHISWAP_ROUTER, abi=router_abi)
token_price_in_wei = router_instance.functions.getAmountOut(
token_amount,
uni_pool_reserves[token_address],
uni_pool_reserves[WETH_ADDRESS],
).call()
token_price_in_eth = w3.fromWei(token_price_in_wei, "ether")
return float(token_price_in_eth)
# if both have liquidity and uniswap has better liquidity
if uni_pool_reserves[token_address] > sushi_pool_reserves[token_address]:
router_instance = w3.eth.contract(address=UNISWAP_ROUTER, abi=router_abi)
token_price_in_wei = router_instance.functions.getAmountOut(
token_amount,
uni_pool_reserves[token_address],
uni_pool_reserves[WETH_ADDRESS],
).call()
token_price_in_eth = w3.fromWei(token_price_in_wei, "ether")
return float(token_price_in_eth)
else: # sushiswap
router_instance = w3.eth.contract(address=SUSHISWAP_ROUTER, abi=router_abi)
token_price_in_wei = router_instance.functions.getAmountOut(
token_amount,
sushi_pool_reserves[token_address],
sushi_pool_reserves[WETH_ADDRESS],
).call()
token_price_in_eth = w3.fromWei(token_price_in_wei, "ether")
return float(token_price_in_eth)
# same as above but denominated in USDC
def get_erc20_token_price_in_usdc(token_amount, token_address, block_number, w3):
uni_pair_pool_address = get_uniswap_pair_pool(token_address, USDC_ADDRESS)
sushi_pair_pool_address = get_sushiswap_pair_pool(token_address, USDC_ADDRESS)
uni_pool_reserves = get_uni_pool_reserves(uni_pair_pool_address, block_number)
sushi_pool_reserves = get_sushi_pool_reserves(sushi_pair_pool_address, block_number)
if sushi_pool_reserves is None and uni_pool_reserves is None:
return 0 # no liquidity exists in either pools
# if sushiswap pool doesn't exist, use uniswap pool
if sushi_pool_reserves is None and uni_pool_reserves != None:
router_instance = w3.eth.contract(address=UNISWAP_ROUTER, abi=router_abi)
token_price = router_instance.functions.getAmountOut(
token_amount,
uni_pool_reserves[token_address],
uni_pool_reserves[USDC_ADDRESS],
).call()
# usdc has 6 decimals
return token_price / 10 ** 6
# conversely
if sushi_pool_reserves != None and uni_pool_reserves is None:
router_instance = w3.eth.contract(address=SUSHISWAP_ROUTER, abi=router_abi)
token_price = router_instance.functions.getAmountOut(
token_amount,
sushi_pool_reserves[token_address],
sushi_pool_reserves[USDC_ADDRESS],
).call()
return token_price / 10 ** 6
if uni_pool_reserves[token_address] > sushi_pool_reserves[token_address]:
router_instance = w3.eth.contract(address=UNISWAP_ROUTER, abi=router_abi)
token_price = router_instance.functions.getAmountOut(
token_amount,
uni_pool_reserves[token_address],
uni_pool_reserves[USDC_ADDRESS],
).call()
# usdc has 6 decimals
return token_price / 10 ** 6
else:
router_instance = w3.eth.contract(address=SUSHISWAP_ROUTER, abi=router_abi)
token_price = router_instance.functions.getAmountOut(
token_amount,
sushi_pool_reserves[token_address],
sushi_pool_reserves[USDC_ADDRESS],
).call()
return token_price / 10 ** 6

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from mev_inspect.historical_price import (
get_erc20_token_price_in_eth,
get_erc20_token_price_in_usdc,
get_erc20_token_decimals,
)
rpc = os.getenv("RPC_URL")
if rpc is None:
raise RuntimeError("Missing environment variable RPC_URL")
else:
w3 = Web3(Web3.HTTPProvider(rpc))
def test_historical_price():
uni_token_address = "0x1f9840a85d5aF5bf1D1762F925BDADdC4201F984"
uni_decimals = get_erc20_token_decimals(uni_token_address)
uni_amount = 1 * (10 ** uni_decimals)
block_number = 13320250
historical_uni_price_in_eth = get_erc20_token_price_in_eth(
uni_amount, uni_token_address, block_number, w3
)
historical_uni_price_in_usdc = get_erc20_token_price_in_usdc(
uni_amount, uni_token_address, block_number, w3
)
assert (
historical_uni_price_in_eth == 0.008136743925185488
) # prices at that block height
assert historical_uni_price_in_usdc == 23.598414
# ALCX and NFTX have more liquidity on sushiswap than uni
alcx_token_address = "0xdBdb4d16EdA451D0503b854CF79D55697F90c8DF"
alcx_decimals = get_erc20_token_decimals(alcx_token_address)
alcx_amount = 1 * (10 ** alcx_decimals)
historical_alcx_price_in_eth = get_erc20_token_price_in_eth(
alcx_amount, alcx_token_address, block_number
)
historical_alcx_price_in_usdc = get_erc20_token_price_in_usdc(
alcx_amount, alcx_token_address, block_number, w3
)
assert historical_alcx_price_in_eth == 0.074379006845621186
assert (
historical_alcx_price_in_usdc == 0
) # 0 because ALCX-USDC pair does not exist on sushiswap or uniswap
nftx_token_address = "0x87d73E916D7057945c9BcD8cdd94e42A6F47f776"
nftx_decimals = get_erc20_token_decimals(nftx_token_address)
nftx_amount = 1 * (10 ** nftx_decimals)
historical_nftx_price_in_eth = get_erc20_token_price_in_eth(
nftx_amount, nftx_token_address, block_number, w3
)
historical_nftx_price_in_usdc = get_erc20_token_price_in_usdc(
nftx_amount, nftx_token_address, block_number, w3
)
assert historical_nftx_price_in_eth == 0.045450080391748228
assert historical_nftx_price_in_usdc == 0