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63275576a2 |
176
mev_inspect/historical_price.py
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176
mev_inspect/historical_price.py
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import os
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from mev_inspect.schemas.classified_traces import Protocol
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from mev_inspect.abi import get_raw_abi
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from web3 import Web3
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WETH_ADDRESS = "0xC02aaA39b223FE8D0A0e5C4F27eAD9083C756Cc2"
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USDC_ADDRESS = "0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48"
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ZERO_ADDRESS = "0x0000000000000000000000000000000000000000"
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UNISWAP_ROUTER = "0x7a250d5630B4cF539739dF2C5dAcb4c659F2488D"
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UNISWAP_FACTORY = "0x5C69bEe701ef814a2B6a3EDD4B1652CB9cc5aA6f"
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SUSHISWAP_ROUTER = "0xd9e1cE17f2641f24aE83637ab66a2cca9C378B9F"
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SUSHISWAP_FACTORY = "0xC0AEe478e3658e2610c5F7A4A2E1777cE9e4f2Ac"
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router_abi = get_raw_abi("UniswapV2Router", Protocol.uniswap_v2)
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factory_abi = get_raw_abi("UniswapV2Factory", Protocol.uniswap_v2)
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pool_abi = get_raw_abi("UniswapV2Pair", None)
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def get_erc20_token_decimals(token_address):
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token_abi = get_raw_abi("ERC20", None)
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token_instance = w3.eth.contract(address=token_address, abi=token_abi)
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decimals = token_instance.functions.decimals().call()
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return decimals
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# get the specific uniswap/sushiswap pools for a pair of tokens
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def get_uniswap_pair_pool(token_0, token_1):
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factory_instance = w3.eth.contract(address=UNISWAP_FACTORY, abi=factory_abi)
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pair_address = factory_instance.functions.getPair(token_0, token_1).call()
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# 0x0 is returned when the pair does not have a pool
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if pair_address != ZERO_ADDRESS:
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return pair_address
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else:
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return None
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def get_sushiswap_pair_pool(token_0, token_1):
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factory_instance = w3.eth.contract(address=SUSHISWAP_FACTORY, abi=factory_abi)
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pair_address = factory_instance.functions.getPair(token_0, token_1).call()
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if pair_address != ZERO_ADDRESS:
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return pair_address
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else:
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return None
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# get reserves of a pool at a specific block number
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def get_uni_pool_reserves(pool_address, block_number):
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if pool_address is None: # pool ABC-XYZ does not exist
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return None
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pool_instance = w3.eth.contract(address=pool_address, abi=pool_abi)
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token_0 = pool_instance.functions.token0().call()
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token_1 = pool_instance.functions.token1().call()
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token_0_reserve, token_1_reserve, _ = pool_instance.functions.getReserves().call(
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block_identifier=block_number
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)
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return {token_0: token_0_reserve, token_1: token_1_reserve}
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def get_sushi_pool_reserves(pool_address, block_number):
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if pool_address is None: # pool ABC-XYZ does not exist
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return None
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pool_instance = w3.eth.contract(address=pool_address, abi=pool_abi)
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token_0 = pool_instance.functions.token0().call()
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token_1 = pool_instance.functions.token1().call()
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token_0_reserve, token_1_reserve, _ = pool_instance.functions.getReserves().call(
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block_identifier=block_number
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)
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return {token_0: token_0_reserve, token_1: token_1_reserve}
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# get the price of any token (in eth) at a specific block number
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def get_erc20_token_price_in_eth(token_amount, token_address, block_number, w3):
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# get the TOKEN-ETH pool addresses from AMM factory
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uni_pair_pool_address = get_uniswap_pair_pool(token_address, WETH_ADDRESS)
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sushi_pair_pool_address = get_sushiswap_pair_pool(token_address, WETH_ADDRESS)
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# get reserves from both pools, pick one with higher liquidity at that block height
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uni_pool_reserves = get_uni_pool_reserves(uni_pair_pool_address, block_number)
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sushi_pool_reserves = get_sushi_pool_reserves(sushi_pair_pool_address, block_number)
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if sushi_pool_reserves is None and uni_pool_reserves is None:
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return 0 # no liquidity exists in either pools
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# if sushiswap pool doesn't exist, use uniswap pool
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if sushi_pool_reserves is None and uni_pool_reserves != None:
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router_instance = w3.eth.contract(address=UNISWAP_ROUTER, abi=router_abi)
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token_price_in_wei = router_instance.functions.getAmountOut(
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token_amount,
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uni_pool_reserves[token_address],
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uni_pool_reserves[WETH_ADDRESS],
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).call()
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token_price_in_eth = w3.fromWei(token_price_in_wei, "ether")
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return float(token_price_in_eth)
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# conversely
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if sushi_pool_reserves != None and uni_pool_reserves is None:
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router_instance = w3.eth.contract(address=SUSHISWAP_ROUTER, abi=router_abi)
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token_price_in_wei = router_instance.functions.getAmountOut(
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token_amount,
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uni_pool_reserves[token_address],
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uni_pool_reserves[WETH_ADDRESS],
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).call()
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token_price_in_eth = w3.fromWei(token_price_in_wei, "ether")
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return float(token_price_in_eth)
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# if both have liquidity and uniswap has better liquidity
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if uni_pool_reserves[token_address] > sushi_pool_reserves[token_address]:
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router_instance = w3.eth.contract(address=UNISWAP_ROUTER, abi=router_abi)
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token_price_in_wei = router_instance.functions.getAmountOut(
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token_amount,
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uni_pool_reserves[token_address],
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uni_pool_reserves[WETH_ADDRESS],
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).call()
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token_price_in_eth = w3.fromWei(token_price_in_wei, "ether")
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return float(token_price_in_eth)
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else: # sushiswap
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router_instance = w3.eth.contract(address=SUSHISWAP_ROUTER, abi=router_abi)
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token_price_in_wei = router_instance.functions.getAmountOut(
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token_amount,
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sushi_pool_reserves[token_address],
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sushi_pool_reserves[WETH_ADDRESS],
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).call()
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token_price_in_eth = w3.fromWei(token_price_in_wei, "ether")
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return float(token_price_in_eth)
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# same as above but denominated in USDC
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def get_erc20_token_price_in_usdc(token_amount, token_address, block_number, w3):
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uni_pair_pool_address = get_uniswap_pair_pool(token_address, USDC_ADDRESS)
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sushi_pair_pool_address = get_sushiswap_pair_pool(token_address, USDC_ADDRESS)
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uni_pool_reserves = get_uni_pool_reserves(uni_pair_pool_address, block_number)
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sushi_pool_reserves = get_sushi_pool_reserves(sushi_pair_pool_address, block_number)
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if sushi_pool_reserves is None and uni_pool_reserves is None:
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return 0 # no liquidity exists in either pools
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# if sushiswap pool doesn't exist, use uniswap pool
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if sushi_pool_reserves is None and uni_pool_reserves != None:
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router_instance = w3.eth.contract(address=UNISWAP_ROUTER, abi=router_abi)
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token_price = router_instance.functions.getAmountOut(
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token_amount,
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uni_pool_reserves[token_address],
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uni_pool_reserves[USDC_ADDRESS],
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).call()
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# usdc has 6 decimals
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return token_price / 10 ** 6
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# conversely
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if sushi_pool_reserves != None and uni_pool_reserves is None:
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router_instance = w3.eth.contract(address=SUSHISWAP_ROUTER, abi=router_abi)
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token_price = router_instance.functions.getAmountOut(
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token_amount,
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sushi_pool_reserves[token_address],
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sushi_pool_reserves[USDC_ADDRESS],
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).call()
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return token_price / 10 ** 6
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if uni_pool_reserves[token_address] > sushi_pool_reserves[token_address]:
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router_instance = w3.eth.contract(address=UNISWAP_ROUTER, abi=router_abi)
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token_price = router_instance.functions.getAmountOut(
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token_amount,
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uni_pool_reserves[token_address],
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uni_pool_reserves[USDC_ADDRESS],
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).call()
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# usdc has 6 decimals
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return token_price / 10 ** 6
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else:
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router_instance = w3.eth.contract(address=SUSHISWAP_ROUTER, abi=router_abi)
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token_price = router_instance.functions.getAmountOut(
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token_amount,
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sushi_pool_reserves[token_address],
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sushi_pool_reserves[USDC_ADDRESS],
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).call()
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return token_price / 10 ** 6
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56
tests/test_histortical_price.py
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56
tests/test_histortical_price.py
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from mev_inspect.historical_price import (
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get_erc20_token_price_in_eth,
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get_erc20_token_price_in_usdc,
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get_erc20_token_decimals,
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)
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rpc = os.getenv("RPC_URL")
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if rpc is None:
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raise RuntimeError("Missing environment variable RPC_URL")
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else:
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w3 = Web3(Web3.HTTPProvider(rpc))
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def test_historical_price():
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uni_token_address = "0x1f9840a85d5aF5bf1D1762F925BDADdC4201F984"
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uni_decimals = get_erc20_token_decimals(uni_token_address)
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uni_amount = 1 * (10 ** uni_decimals)
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block_number = 13320250
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historical_uni_price_in_eth = get_erc20_token_price_in_eth(
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uni_amount, uni_token_address, block_number, w3
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)
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historical_uni_price_in_usdc = get_erc20_token_price_in_usdc(
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uni_amount, uni_token_address, block_number, w3
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)
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assert (
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historical_uni_price_in_eth == 0.008136743925185488
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) # prices at that block height
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assert historical_uni_price_in_usdc == 23.598414
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# ALCX and NFTX have more liquidity on sushiswap than uni
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alcx_token_address = "0xdBdb4d16EdA451D0503b854CF79D55697F90c8DF"
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alcx_decimals = get_erc20_token_decimals(alcx_token_address)
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alcx_amount = 1 * (10 ** alcx_decimals)
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historical_alcx_price_in_eth = get_erc20_token_price_in_eth(
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alcx_amount, alcx_token_address, block_number
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)
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historical_alcx_price_in_usdc = get_erc20_token_price_in_usdc(
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alcx_amount, alcx_token_address, block_number, w3
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)
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assert historical_alcx_price_in_eth == 0.074379006845621186
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assert (
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historical_alcx_price_in_usdc == 0
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) # 0 because ALCX-USDC pair does not exist on sushiswap or uniswap
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nftx_token_address = "0x87d73E916D7057945c9BcD8cdd94e42A6F47f776"
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nftx_decimals = get_erc20_token_decimals(nftx_token_address)
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nftx_amount = 1 * (10 ** nftx_decimals)
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historical_nftx_price_in_eth = get_erc20_token_price_in_eth(
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nftx_amount, nftx_token_address, block_number, w3
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)
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historical_nftx_price_in_usdc = get_erc20_token_price_in_usdc(
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nftx_amount, nftx_token_address, block_number, w3
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)
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assert historical_nftx_price_in_eth == 0.045450080391748228
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assert historical_nftx_price_in_usdc == 0
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