class ParadexMarketMakerKeeper:
"""Keeper acting as a market maker on Paradex."""
logger = logging.getLogger()
def __init__(self, args: list, **kwargs):
parser = argparse.ArgumentParser(prog='paradex-market-maker-keeper')
parser.add_argument("--rpc-host",
type=str,
default="localhost",
help="JSON-RPC host (default: `localhost')")
parser.add_argument("--rpc-port",
type=int,
default=8545,
help="JSON-RPC port (default: `8545')")
parser.add_argument("--rpc-timeout",
type=int,
default=10,
help="JSON-RPC timeout (in seconds, default: 10)")
parser.add_argument(
"--eth-from",
type=str,
required=True,
help="Ethereum account from which to send transactions")
parser.add_argument(
"--exchange-address",
type=str,
required=True,
help="Ethereum address of the 0x Exchange contract")
parser.add_argument(
"--paradex-api-server",
type=str,
default='https://api.paradex.io/consumer',
help=
"Address of the Paradex API (default: 'https://api.paradex.io/consumer')"
)
parser.add_argument("--paradex-api-key",
type=str,
required=True,
help="API key for the Paradex API")
parser.add_argument(
"--paradex-api-timeout",
type=float,
default=9.5,
help=
"Timeout for accessing the Paradex API (in seconds, default: 9.5)")
parser.add_argument(
"--pair",
type=str,
required=True,
help="Token pair (sell/buy) on which the keeper will operate")
parser.add_argument("--buy-token-address",
type=str,
required=True,
help="Ethereum address of the buy token")
parser.add_argument("--sell-token-address",
type=str,
required=True,
help="Ethereum address of the sell token")
parser.add_argument("--config",
type=str,
required=True,
help="Bands configuration file")
parser.add_argument("--price-feed",
type=str,
required=True,
help="Source of price feed")
parser.add_argument(
"--price-feed-expiry",
type=int,
default=120,
help="Maximum age of the price feed (in seconds, default: 120)")
parser.add_argument("--spread-feed",
type=str,
help="Source of spread feed")
parser.add_argument(
"--spread-feed-expiry",
type=int,
default=3600,
help="Maximum age of the spread feed (in seconds, default: 3600)")
parser.add_argument("--order-history",
type=str,
help="Endpoint to report active orders to")
parser.add_argument(
"--order-history-every",
type=int,
default=30,
help=
"Frequency of reporting active orders (in seconds, default: 30)")
parser.add_argument(
"--order-expiry",
type=int,
required=True,
help="Expiration time of created orders (in seconds)")
parser.add_argument("--gas-price",
type=int,
default=0,
help="Gas price (in Wei)")
parser.add_argument(
"--smart-gas-price",
dest='smart_gas_price',
action='store_true',
help=
"Use smart gas pricing strategy, based on the ethgasstation.info feed"
)
parser.add_argument(
"--refresh-frequency",
type=int,
default=3,
help="Order book refresh frequency (in seconds, default: 3)")
parser.add_argument("--debug",
dest='debug',
action='store_true',
help="Enable debug output")
self.arguments = parser.parse_args(args)
setup_logging(self.arguments)
self.web3 = kwargs['web3'] if 'web3' in kwargs else Web3(
HTTPProvider(
endpoint_uri=
f"http://{self.arguments.rpc_host}:{self.arguments.rpc_port}",
request_kwargs={"timeout": self.arguments.rpc_timeout}))
self.web3.eth.defaultAccount = self.arguments.eth_from
self.our_address = Address(self.arguments.eth_from)
self.pair = self.arguments.pair.upper()
self.token_buy = ERC20Token(web3=self.web3,
address=Address(
self.arguments.buy_token_address))
self.token_sell = ERC20Token(web3=self.web3,
address=Address(
self.arguments.sell_token_address))
self.bands_config = ReloadableConfig(self.arguments.config)
self.price_max_decimals = None
self.amount_max_decimals = None
self.gas_price = GasPriceFactory().create_gas_price(self.arguments)
self.price_feed = PriceFeedFactory().create_price_feed(self.arguments)
self.spread_feed = create_spread_feed(self.arguments)
self.order_history_reporter = create_order_history_reporter(
self.arguments)
self.history = History()
self.zrx_exchange = ZrxExchangeV2(web3=self.web3,
address=Address(
self.arguments.exchange_address))
self.paradex_api = ParadexApi(self.zrx_exchange,
self.arguments.paradex_api_server,
self.arguments.paradex_api_key,
self.arguments.paradex_api_timeout)
self.order_book_manager = OrderBookManager(
refresh_frequency=self.arguments.refresh_frequency, max_workers=1)
self.order_book_manager.get_orders_with(
lambda: self.paradex_api.get_orders(self.pair))
self.order_book_manager.get_balances_with(lambda: self.get_balances())
self.order_book_manager.cancel_orders_with(
lambda order: self.paradex_api.cancel_order(order.order_id))
self.order_book_manager.enable_history_reporting(
self.order_history_reporter, self.our_buy_orders,
self.our_sell_orders)
self.order_book_manager.start()
def main(self):
with Lifecycle(self.web3) as lifecycle:
lifecycle.initial_delay(10)
lifecycle.on_startup(self.startup)
lifecycle.every(1, self.synchronize_orders)
lifecycle.on_shutdown(self.shutdown)
def startup(self):
self.approve()
# Get maximum number of decimals for prices and amounts.
# Paradex API enforces it.
markets = self.paradex_api.get_markets()
market = next(filter(lambda item: item['symbol'] == self.pair,
markets))
self.price_max_decimals = market['priceMaxDecimals']
self.amount_max_decimals = market['amountMaxDecimals']
def shutdown(self):
self.order_book_manager.cancel_all_orders()
def approve(self):
self.zrx_exchange.approve([self.token_sell, self.token_buy],
directly(gas_price=self.gas_price))
def get_balances(self):
return self.token_sell.balance_of(
self.our_address), self.token_buy.balance_of(self.our_address)
def our_total_sell_balance(self, balances) -> Wad:
return balances[0]
def our_total_buy_balance(self, balances) -> Wad:
return balances[1]
def our_sell_orders(self, our_orders: list) -> list:
return list(filter(lambda order: order.is_sell, our_orders))
def our_buy_orders(self, our_orders: list) -> list:
return list(filter(lambda order: not order.is_sell, our_orders))
def synchronize_orders(self):
bands = Bands.read(self.bands_config, self.spread_feed, self.history)
order_book = self.order_book_manager.get_order_book()
target_price = self.price_feed.get_price()
# Cancel orders
cancellable_orders = bands.cancellable_orders(
our_buy_orders=self.our_buy_orders(order_book.orders),
our_sell_orders=self.our_sell_orders(order_book.orders),
target_price=target_price)
if len(cancellable_orders) > 0:
self.order_book_manager.cancel_orders(cancellable_orders)
return
# Do not place new orders if order book state is not confirmed
if order_book.orders_being_placed or order_book.orders_being_cancelled:
self.logger.debug(
"Order book is in progress, not placing new orders")
return
# In case of Paradex, balances returned by `our_total_balance` still contain amounts "locked"
# by currently open orders, so we need to explicitly subtract these amounts.
our_buy_balance = self.our_total_buy_balance(
order_book.balances) - Bands.total_amount(
self.our_buy_orders(order_book.orders))
our_sell_balance = self.our_total_sell_balance(
order_book.balances) - Bands.total_amount(
self.our_sell_orders(order_book.orders))
# Place new orders
self.place_orders(
bands.new_orders(
our_buy_orders=self.our_buy_orders(order_book.orders),
our_sell_orders=self.our_sell_orders(order_book.orders),
our_buy_balance=our_buy_balance,
our_sell_balance=our_sell_balance,
target_price=target_price)[0])
def place_orders(self, new_orders):
def place_order_function(new_order_to_be_placed):
price = round(new_order_to_be_placed.price,
self.price_max_decimals)
amount = new_order_to_be_placed.pay_amount if new_order_to_be_placed.is_sell else new_order_to_be_placed.buy_amount
amount = round(amount, self.amount_max_decimals)
order_id = self.paradex_api.place_order(
pair=self.pair,
is_sell=new_order_to_be_placed.is_sell,
price=price,
amount=amount,
expiry=self.arguments.order_expiry)
return Order(order_id, self.pair, new_order_to_be_placed.is_sell,
price, amount, amount)
for new_order in new_orders:
self.order_book_manager.place_order(
lambda new_order=new_order: place_order_function(new_order))
class ParadexMarketMakerKeeper:
"""Keeper acting as a market maker on Paradex."""
logger = logging.getLogger()
def __init__(self, args: list, **kwargs):
parser = argparse.ArgumentParser(prog='paradex-market-maker-keeper')
parser.add_argument("--rpc-host", type=str, default="localhost",
help="JSON-RPC host (default: `localhost')")
parser.add_argument("--rpc-port", type=int, default=8545,
help="JSON-RPC port (default: `8545')")
parser.add_argument("--rpc-timeout", type=int, default=10,
help="JSON-RPC timeout (in seconds, default: 10)")
parser.add_argument("--eth-from", type=str, required=True,
help="Ethereum account from which to send transactions")
parser.add_argument("--exchange-address", type=str, required=True,
help="Ethereum address of the 0x Exchange contract")
parser.add_argument("--paradex-api-server", type=str, default='https://api.paradex.io/consumer',
help="Address of the Paradex API (default: 'https://api.paradex.io/consumer')")
parser.add_argument("--paradex-api-key", type=str, required=True,
help="API key for the Paradex API")
parser.add_argument("--paradex-api-timeout", type=float, default=9.5,
help="Timeout for accessing the Paradex API (in seconds, default: 9.5)")
parser.add_argument("--pair", type=str, required=True,
help="Token pair (sell/buy) on which the keeper will operate")
parser.add_argument("--buy-token-address", type=str, required=True,
help="Ethereum address of the buy token")
parser.add_argument("--sell-token-address", type=str, required=True,
help="Ethereum address of the sell token")
parser.add_argument("--config", type=str, required=True,
help="Bands configuration file")
parser.add_argument("--price-feed", type=str, required=True,
help="Source of price feed")
parser.add_argument("--price-feed-expiry", type=int, default=120,
help="Maximum age of the price feed (in seconds, default: 120)")
parser.add_argument("--spread-feed", type=str,
help="Source of spread feed")
parser.add_argument("--spread-feed-expiry", type=int, default=3600,
help="Maximum age of the spread feed (in seconds, default: 3600)")
parser.add_argument("--order-history", type=str,
help="Endpoint to report active orders to")
parser.add_argument("--order-history-every", type=int, default=30,
help="Frequency of reporting active orders (in seconds, default: 30)")
parser.add_argument("--order-expiry", type=int, required=True,
help="Expiration time of created orders (in seconds)")
parser.add_argument("--min-eth-balance", type=float, default=0,
help="Minimum ETH balance below which keeper will cease operation")
parser.add_argument("--gas-price", type=int, default=0,
help="Gas price (in Wei)")
parser.add_argument("--smart-gas-price", dest='smart_gas_price', action='store_true',
help="Use smart gas pricing strategy, based on the ethgasstation.info feed")
parser.add_argument("--refresh-frequency", type=int, default=3,
help="Order book refresh frequency (in seconds, default: 3)")
parser.add_argument("--debug", dest='debug', action='store_true',
help="Enable debug output")
self.arguments = parser.parse_args(args)
setup_logging(self.arguments)
self.web3 = kwargs['web3'] if 'web3' in kwargs else Web3(HTTPProvider(endpoint_uri=f"http://{self.arguments.rpc_host}:{self.arguments.rpc_port}",
request_kwargs={"timeout": self.arguments.rpc_timeout}))
self.web3.eth.defaultAccount = self.arguments.eth_from
self.our_address = Address(self.arguments.eth_from)
self.pair = self.arguments.pair.upper()
self.token_buy = ERC20Token(web3=self.web3, address=Address(self.arguments.buy_token_address))
self.token_sell = ERC20Token(web3=self.web3, address=Address(self.arguments.sell_token_address))
self.min_eth_balance = Wad.from_number(self.arguments.min_eth_balance)
self.bands_config = ReloadableConfig(self.arguments.config)
self.price_max_decimals = None
self.amount_max_decimals = None
self.gas_price = GasPriceFactory().create_gas_price(self.arguments)
self.price_feed = PriceFeedFactory().create_price_feed(self.arguments)
self.spread_feed = create_spread_feed(self.arguments)
self.order_history_reporter = create_order_history_reporter(self.arguments)
self.history = History()
self.zrx_exchange = ZrxExchange(web3=self.web3, address=Address(self.arguments.exchange_address))
self.paradex_api = ParadexApi(self.zrx_exchange,
self.arguments.paradex_api_server,
self.arguments.paradex_api_key,
self.arguments.paradex_api_timeout)
def main(self):
with Lifecycle(self.web3) as lifecycle:
lifecycle.initial_delay(10)
lifecycle.on_startup(self.startup)
lifecycle.every(self.arguments.refresh_frequency, self.synchronize_orders)
lifecycle.on_shutdown(self.shutdown)
def startup(self):
self.approve()
# Get maximum number of decimals for prices and amounts.
# Paradex API enforces it.
markets = self.paradex_api.get_markets()
market = next(filter(lambda item: item['symbol'] == self.pair, markets))
self.price_max_decimals = market['priceMaxDecimals']
self.amount_max_decimals = market['amountMaxDecimals']
@retry(delay=5, logger=logger)
def shutdown(self):
self.cancel_orders(self.our_orders())
def approve(self):
self.zrx_exchange.approve([self.token_sell, self.token_buy], directly(gas_price=self.gas_price))
def our_total_balance(self, token: ERC20Token) -> Wad:
return token.balance_of(self.our_address)
def our_orders(self) -> list:
return self.paradex_api.get_orders(self.pair)
def our_sell_orders(self, our_orders: list) -> list:
return list(filter(lambda order: order.is_sell, our_orders))
def our_buy_orders(self, our_orders: list) -> list:
return list(filter(lambda order: not order.is_sell, our_orders))
def synchronize_orders(self):
if eth_balance(self.web3, self.our_address) < self.min_eth_balance:
self.logger.warning("Keeper ETH balance below minimum. Cancelling all orders.")
self.cancel_orders(self.our_orders())
return
bands = Bands(self.bands_config, self.spread_feed, self.history)
our_orders = self.our_orders()
target_price = self.price_feed.get_price()
# Cancel orders
cancellable_orders = bands.cancellable_orders(our_buy_orders=self.our_buy_orders(our_orders),
our_sell_orders=self.our_sell_orders(our_orders),
target_price=target_price)
if len(cancellable_orders) > 0:
self.cancel_orders(cancellable_orders)
return
# In case of Paradex, balances returned by `our_total_balance` still contain amounts "locked"
# by currently open orders, so we need to explicitly subtract these amounts.
our_buy_balance = self.our_total_balance(self.token_buy) - Bands.total_amount(self.our_buy_orders(our_orders))
our_sell_balance = self.our_total_balance(self.token_sell) - Bands.total_amount(self.our_sell_orders(our_orders))
# Place new orders
self.place_orders(bands.new_orders(our_buy_orders=self.our_buy_orders(our_orders),
our_sell_orders=self.our_sell_orders(our_orders),
our_buy_balance=our_buy_balance,
our_sell_balance=our_sell_balance,
target_price=target_price)[0])
def cancel_orders(self, orders):
for order in orders:
self.paradex_api.cancel_order(order.order_id)
def place_orders(self, new_orders):
for new_order in new_orders:
amount = new_order.pay_amount if new_order.is_sell else new_order.buy_amount
self.paradex_api.place_order(pair=self.pair,
is_sell=new_order.is_sell,
price=round(new_order.price, self.price_max_decimals),
amount=round(amount, self.amount_max_decimals),
expiry=self.arguments.order_expiry)
class ParadexMarketMakerKeeper:
"""Keeper acting as a market maker on Paradex."""
logger = logging.getLogger()
def __init__(self, args: list, **kwargs):
parser = argparse.ArgumentParser(prog='paradex-market-maker-keeper')
parser.add_argument("--rpc-host",
type=str,
default="localhost",
help="JSON-RPC host (default: `localhost')")
parser.add_argument("--rpc-port",
type=int,
default=8545,
help="JSON-RPC port (default: `8545')")
parser.add_argument("--rpc-timeout",
type=int,
default=10,
help="JSON-RPC timeout (in seconds, default: 10)")
parser.add_argument(
"--eth-from",
type=str,
required=True,
help="Ethereum account from which to send transactions")
parser.add_argument(
"--eth-key-file",
type=str,
required=True,
help="File with the private key file for the Ethereum account")
parser.add_argument(
"--eth-password-file",
type=str,
required=True,
help="File with the private key password for the Ethereum account")
parser.add_argument(
"--exchange-address",
type=str,
required=True,
help="Ethereum address of the 0x Exchange contract")
parser.add_argument(
"--paradex-api-server",
type=str,
default='https://api.paradex.io/consumer',
help=
"Address of the Paradex API (default: 'https://api.paradex.io/consumer')"
)
parser.add_argument("--paradex-api-key",
type=str,
required=True,
help="API key for the Paradex API")
parser.add_argument(
"--paradex-api-timeout",
type=float,
default=9.5,
help=
"Timeout for accessing the Paradex API (in seconds, default: 9.5)")
parser.add_argument(
"--pair",
type=str,
required=True,
help="Token pair (sell/buy) on which the keeper will operate")
parser.add_argument("--buy-token-address",
type=str,
required=True,
help="Ethereum address of the buy token")
parser.add_argument("--sell-token-address",
type=str,
required=True,
help="Ethereum address of the sell token")
parser.add_argument("--config",
type=str,
required=True,
help="Bands configuration file")
parser.add_argument("--price-feed",
type=str,
required=True,
help="Source of price feed")
parser.add_argument(
"--price-feed-expiry",
type=int,
default=120,
help="Maximum age of the price feed (in seconds, default: 120)")
parser.add_argument(
"--order-expiry",
type=int,
required=True,
help="Expiration time of created orders (in seconds)")
parser.add_argument(
"--min-eth-balance",
type=float,
default=0,
help="Minimum ETH balance below which keeper will cease operation")
parser.add_argument("--gas-price",
type=int,
default=0,
help="Gas price (in Wei)")
parser.add_argument(
"--smart-gas-price",
dest='smart_gas_price',
action='store_true',
help=
"Use smart gas pricing strategy, based on the ethgasstation.info feed"
)
parser.add_argument("--debug",
dest='debug',
action='store_true',
help="Enable debug output")
self.arguments = parser.parse_args(args)
setup_logging(self.arguments)
self.web3 = kwargs['web3'] if 'web3' in kwargs else Web3(
HTTPProvider(
endpoint_uri=
f"http://{self.arguments.rpc_host}:{self.arguments.rpc_port}",
request_kwargs={"timeout": self.arguments.rpc_timeout}))
self.web3.eth.defaultAccount = self.arguments.eth_from
self.our_address = Address(self.arguments.eth_from)
self.min_eth_balance = Wad.from_number(self.arguments.min_eth_balance)
self.bands_config = ReloadableConfig(self.arguments.config)
self.gas_price = GasPriceFactory().create_gas_price(self.arguments)
self.price_feed = PriceFeedFactory().create_price_feed(
self.arguments.price_feed, self.arguments.price_feed_expiry)
self.zrx_exchange = ZrxExchange(web3=self.web3,
address=Address(
self.arguments.exchange_address))
self.paradex_api = ParadexApi(
self.zrx_exchange, self.arguments.paradex_api_server,
self.arguments.paradex_api_key, self.arguments.paradex_api_timeout,
self.arguments.eth_key_file,
self.read_password(self.arguments.eth_password_file))
@staticmethod
def read_password(filename: str):
with open(filename) as file:
return "".join(line.rstrip() for line in file)
def main(self):
with Lifecycle(self.web3) as lifecycle:
lifecycle.initial_delay(10)
lifecycle.on_startup(self.startup)
lifecycle.every(3, self.synchronize_orders)
lifecycle.on_shutdown(self.shutdown)
def startup(self):
self.approve()
@retry(delay=5, logger=logger)
def shutdown(self):
self.cancel_orders(self.our_orders())
def approve(self):
self.zrx_exchange.approve(
[self.token_sell(), self.token_buy()],
directly(gas_price=self.gas_price))
def price(self) -> Wad:
return self.price_feed.get_price()
def pair(self):
return self.arguments.pair.upper()
def token_sell(self) -> ERC20Token:
return ERC20Token(web3=self.web3,
address=Address(self.arguments.sell_token_address))
def token_buy(self) -> ERC20Token:
return ERC20Token(web3=self.web3,
address=Address(self.arguments.buy_token_address))
def our_total_balance(self, token: ERC20Token) -> Wad:
return token.balance_of(self.our_address)
def our_orders(self) -> list:
return self.paradex_api.get_orders(self.pair())
def our_sell_orders(self, our_orders: list) -> list:
return list(filter(lambda order: order.is_sell, our_orders))
def our_buy_orders(self, our_orders: list) -> list:
return list(filter(lambda order: not order.is_sell, our_orders))
def synchronize_orders(self):
"""Update our positions in the order book to reflect keeper parameters."""
if eth_balance(self.web3, self.our_address) < self.min_eth_balance:
self.logger.warning(
"Keeper ETH balance below minimum. Cancelling all orders.")
self.cancel_orders(self.our_orders())
return
bands = Bands(self.bands_config)
our_orders = self.our_orders()
target_price = self.price()
if target_price is None:
self.logger.warning(
"Cancelling all orders as no price feed available.")
self.cancel_orders(our_orders)
return
# Cancel orders
cancellable_orders = bands.cancellable_orders(
our_buy_orders=self.our_buy_orders(our_orders),
our_sell_orders=self.our_sell_orders(our_orders),
target_price=target_price)
if len(cancellable_orders) > 0:
self.cancel_orders(cancellable_orders)
return
# In case of Paradex, balances returned by `our_total_balance` still contain amounts "locked"
# by currently open orders, so we need to explicitly subtract these amounts.
our_buy_balance = self.our_total_balance(
self.token_buy()) - Bands.total_amount(
self.our_buy_orders(our_orders))
our_sell_balance = self.our_total_balance(
self.token_sell()) - Bands.total_amount(
self.our_sell_orders(our_orders))
# Place new orders
self.create_orders(
bands.new_orders(our_buy_orders=self.our_buy_orders(our_orders),
our_sell_orders=self.our_sell_orders(our_orders),
our_buy_balance=our_buy_balance,
our_sell_balance=our_sell_balance,
target_price=target_price)[0])
def cancel_orders(self, orders):
for order in orders:
self.paradex_api.cancel_order(order.order_id)
def create_orders(self, orders):
for order in orders:
amount = order.pay_amount if order.is_sell else order.buy_amount
self.paradex_api.place_order(self.pair(), order.is_sell,
order.price, amount,
self.arguments.order_expiry)
exit(-1)
# You should have received a copy of the GNU Affero General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
import logging
import sys
from web3 import Web3, HTTPProvider
from pyexchange.paradex import ParadexApi
from pymaker import Wad, Address
from pymaker.zrx import ZrxExchange
logging.basicConfig(format='%(asctime)-15s %(levelname)-8s %(message)s', level=logging.INFO)
web3 = Web3(HTTPProvider("http://localhost:8545", request_kwargs={"timeout": 600}))
web3.eth.defaultAccount = sys.argv[2]
zrx_exchange = ZrxExchange(web3, Address('0x12459C951127e0c374FF9105DdA097662A027093'))
paradex = ParadexApi(zrx_exchange, 'https://api.paradex.io/consumer', sys.argv[1], 15.5)
print(paradex.ticker('WETH/DAI'))
print(paradex.get_balances())
print(paradex.get_orders('WETH/DAI'))
# paradex.place_order('WETH/DAI', True, Wad.from_number(995), Wad.from_number(0.1), expiry=1000)
# for order in paradex.get_orders('WETH/DAI'):
# paradex.cancel_order(order.order_id)
print(paradex.get_orders('WETH/DAI'))
print(paradex.get_trades('WETH/DAI'))