X-Git-Url: https://git.immae.eu/?a=blobdiff_plain;f=portfolio.py;h=e98689ee4c2599fc63f77b6236057e9df0b2519e;hb=5a72ded790f8b5e7c9b38a3cc91c12fbfb6cb97a;hp=b0f9256e5222ee75a3e43c09ad5b7f5d8fe2c720;hpb=089d5d9df3d9d93e3ce789be16ee6cdd99dc2b52;p=perso%2FImmae%2FProjets%2FCryptomonnaies%2FCryptoportfolio%2FTrader.git diff --git a/portfolio.py b/portfolio.py index b0f9256..e98689e 100644 --- a/portfolio.py +++ b/portfolio.py @@ -1,17 +1,13 @@ -import ccxt import time +from datetime import datetime +from decimal import Decimal as D, ROUND_DOWN # Put your poloniex api key in market.py -from market import market +from json import JSONDecodeError +import requests +import helper as h +from store import * -# FIXME: Améliorer le bid/ask -# FIXME: J'essayais d'utiliser plus de bitcoins que j'en avais à disposition -# FIXME: better compute moves to avoid rounding errors - -def static_var(varname, value): - def decorate(func): - setattr(func, varname, value) - return func - return decorate +# FIXME: correctly handle web call timeouts class Portfolio: URL = "https://cryptoportfolio.io/wp-content/uploads/portfolio/json/cryptoportfolio.json" @@ -19,26 +15,21 @@ class Portfolio: data = None @classmethod - def repartition_pertenthousand(cls, liquidity="medium"): + def repartition(cls, liquidity="medium"): cls.parse_cryptoportfolio() liquidities = cls.liquidities[liquidity] - last_date = sorted(liquidities.keys())[-1] - return liquidities[last_date] + cls.last_date = sorted(liquidities.keys())[-1] + return liquidities[cls.last_date] @classmethod def get_cryptoportfolio(cls): - import json - import urllib3 - urllib3.disable_warnings() - http = urllib3.PoolManager() - try: - r = http.request("GET", cls.URL) + r = requests.get(cls.URL) except Exception: return try: - cls.data = json.loads(r.data) - except json.JSONDecodeError: + cls.data = r.json(parse_int=D, parse_float=D) + except JSONDecodeError: cls.data = None @classmethod @@ -47,7 +38,7 @@ class Portfolio: cls.get_cryptoportfolio() def filter_weights(weight_hash): - if weight_hash[1] == 0: + if weight_hash[1][0] == 0: return False if weight_hash[0] == "_row": return False @@ -55,15 +46,13 @@ class Portfolio: def clean_weights(i): def clean_weights_(h): - if type(h[1][i]) == str: - return [h[0], h[1][i]] + if h[0].endswith("s"): + return [h[0][0:-1], (h[1][i], "short")] else: - return [h[0], int(h[1][i] * 10000)] + return [h[0], (h[1][i], "long")] return clean_weights_ def parse_weights(portfolio_hash): - # FIXME: we'll need shorts at some point - assert all(map(lambda x: x == "long", portfolio_hash["holding"]["direction"])) weights_hash = portfolio_hash["weights"] weights = {} for i in range(len(weights_hash["_row"])): @@ -80,46 +69,63 @@ class Portfolio: "high": high_liquidity, } -class Amount: - MAX_DIGITS = 18 +class Computation: + computations = { + "default": lambda x, y: x[y], + "average": lambda x, y: x["average"], + "bid": lambda x, y: x["bid"], + "ask": lambda x, y: x["ask"], + } - def __init__(self, currency, value, int_val=None, linked_to=None, ticker=None): + @classmethod + def compute_value(cls, ticker, action, compute_value="default"): + if action == "buy": + action = "ask" + if action == "sell": + action = "bid" + if isinstance(compute_value, str): + compute_value = cls.computations[compute_value] + return compute_value(ticker, action) + +class Amount: + def __init__(self, currency, value, linked_to=None, ticker=None, rate=None): self.currency = currency - if int_val is None: - self._value = int(value * 10**self.MAX_DIGITS) - else: - self._value = int_val + self.value = D(value) self.linked_to = linked_to self.ticker = ticker + self.rate = rate - self.ticker_cache = {} - self.ticker_cache_timestamp = time.time() - - @property - def value(self): - return self._value / 10 ** self.MAX_DIGITS - - def in_currency(self, other_currency, market, action="average"): + def in_currency(self, other_currency, market, rate=None, action=None, compute_value="average"): if other_currency == self.currency: return self - asset_ticker = Trade.get_ticker(self.currency, other_currency, market) + if rate is not None: + return Amount( + other_currency, + self.value * rate, + linked_to=self, + rate=rate) + asset_ticker = h.get_ticker(self.currency, other_currency, market) if asset_ticker is not None: + rate = Computation.compute_value(asset_ticker, action, compute_value=compute_value) return Amount( other_currency, - 0, - int_val=int(self._value * asset_ticker[action]), + self.value * rate, linked_to=self, - ticker=asset_ticker) + ticker=asset_ticker, + rate=rate) else: raise Exception("This asset is not available in the chosen market") + def __round__(self, n=8): + return Amount(self.currency, self.value.quantize(D(1)/D(10**n), rounding=ROUND_DOWN)) + def __abs__(self): - return Amount(self.currency, 0, int_val=abs(self._value)) + return Amount(self.currency, abs(self.value)) def __add__(self, other): - if other.currency != self.currency and other._value * self._value != 0: + if other.currency != self.currency and other.value * self.value != 0: raise Exception("Summing amounts must be done with same currencies") - return Amount(self.currency, 0, int_val=self._value + other._value) + return Amount(self.currency, self.value + other.value) def __radd__(self, other): if other == 0: @@ -128,40 +134,56 @@ class Amount: return self.__add__(other) def __sub__(self, other): - if other.currency != self.currency and other._value * self._value != 0: + if other == 0: + return self + if other.currency != self.currency and other.value * self.value != 0: raise Exception("Summing amounts must be done with same currencies") - return Amount(self.currency, 0, int_val=self._value - other._value) - - def __int__(self): - return self._value + return Amount(self.currency, self.value - other.value) def __mul__(self, value): - if type(value) != int and type(value) != float: + if not isinstance(value, (int, float, D)): raise TypeError("Amount may only be multiplied by numbers") - return Amount(self.currency, 0, int_val=(self._value * value)) + return Amount(self.currency, self.value * value) def __rmul__(self, value): return self.__mul__(value) def __floordiv__(self, value): - if type(value) != int: - raise TypeError("Amount may only be multiplied by integers") - return Amount(self.currency, 0, int_val=(self._value // value)) + if not isinstance(value, (int, float, D)): + raise TypeError("Amount may only be divided by numbers") + return Amount(self.currency, self.value / value) def __truediv__(self, value): return self.__floordiv__(value) def __lt__(self, other): + if other == 0: + return self.value < 0 if self.currency != other.currency: raise Exception("Comparing amounts must be done with same currencies") - return self._value < other._value + return self.value < other.value + + def __le__(self, other): + return self == other or self < other + + def __gt__(self, other): + return not self <= other + + def __ge__(self, other): + return not self < other def __eq__(self, other): if other == 0: - return self._value == 0 + return self.value == 0 if self.currency != other.currency: raise Exception("Comparing amounts must be done with same currencies") - return self._value == other._value + return self.value == other.value + + def __ne__(self, other): + return not self == other + + def __neg__(self): + return Amount(self.currency, - self.value) def __str__(self): if self.linked_to is None: @@ -176,70 +198,59 @@ class Amount: return "Amount({:.8f} {} -> {})".format(self.value, self.currency, repr(self.linked_to)) class Balance: - known_balances = {} - def __init__(self, currency, total_value, free_value, used_value): + def __init__(self, currency, hash_): self.currency = currency - self.total = Amount(currency, total_value) - self.free = Amount(currency, free_value) - self.used = Amount(currency, used_value) - - @classmethod - def from_hash(cls, currency, hash_): - return cls(currency, hash_["total"], hash_["free"], hash_["used"]) - - @classmethod - def in_currency(cls, other_currency, market, action="average", type="total"): - amounts = {} - for currency in cls.known_balances: - balance = cls.known_balances[currency] - other_currency_amount = getattr(balance, type)\ - .in_currency(other_currency, market, action=action) - amounts[currency] = other_currency_amount - return amounts - - @classmethod - def currencies(cls): - return cls.known_balances.keys() - - @classmethod - def _fill_balances(cls, hash_): - for key in hash_: - if key in ["info", "free", "used", "total"]: - continue - if hash_[key]["total"] > 0: - cls.known_balances[key] = cls.from_hash(key, hash_[key]) + for key in ["total", + "exchange_total", "exchange_used", "exchange_free", + "margin_total", "margin_borrowed", "margin_free"]: + setattr(self, key, Amount(currency, hash_.get(key, 0))) + + self.margin_position_type = hash_.get("margin_position_type") + + if hash_.get("margin_borrowed_base_currency") is not None: + base_currency = hash_["margin_borrowed_base_currency"] + for key in [ + "margin_liquidation_price", + "margin_pending_gain", + "margin_lending_fees", + "margin_borrowed_base_price" + ]: + setattr(self, key, Amount(base_currency, hash_.get(key, 0))) - @classmethod - def fetch_balances(cls, market): - cls._fill_balances(market.fetch_balance()) - return cls.known_balances - - @classmethod - def dispatch_assets(cls, amount): - repartition_pertenthousand = Portfolio.repartition_pertenthousand() - sum_pertenthousand = sum([v for k, v in repartition_pertenthousand.items()]) - amounts = {} - for currency, ptt in repartition_pertenthousand.items(): - amounts[currency] = ptt * amount / sum_pertenthousand - if currency not in cls.known_balances: - cls.known_balances[currency] = cls(currency, 0, 0, 0) - return amounts + def __repr__(self): + if self.exchange_total > 0: + if self.exchange_free > 0 and self.exchange_used > 0: + exchange = " Exch: [✔{} + ❌{} = {}]".format(str(self.exchange_free), str(self.exchange_used), str(self.exchange_total)) + elif self.exchange_free > 0: + exchange = " Exch: [✔{}]".format(str(self.exchange_free)) + else: + exchange = " Exch: [❌{}]".format(str(self.exchange_used)) + else: + exchange = "" + + if self.margin_total > 0: + if self.margin_free != 0 and self.margin_borrowed != 0: + margin = " Margin: [✔{} + borrowed {} = {}]".format(str(self.margin_free), str(self.margin_borrowed), str(self.margin_total)) + elif self.margin_free != 0: + margin = " Margin: [✔{}]".format(str(self.margin_free)) + else: + margin = " Margin: [borrowed {}]".format(str(self.margin_borrowed)) + elif self.margin_total < 0: + margin = " Margin: [{} @@ {}/{}]".format(str(self.margin_total), + str(self.margin_borrowed_base_price), + str(self.margin_lending_fees)) + else: + margin = "" - @classmethod - def prepare_trades(cls, market, base_currency="BTC"): - cls.fetch_balances(market) - values_in_base = cls.in_currency(base_currency, market) - total_base_value = sum(values_in_base.values()) - new_repartition = cls.dispatch_assets(total_base_value) - Trade.compute_trades(values_in_base, new_repartition, market=market) + if self.margin_total != 0 and self.exchange_total != 0: + total = " Total: [{}]".format(str(self.total)) + else: + total = "" - def __repr__(self): - return "Balance({} [{}/{}/{}])".format(self.currency, str(self.free), str(self.used), str(self.total)) + return "Balance({}".format(self.currency) + "".join([exchange, margin, total]) + ")" class Trade: - trades = {} - def __init__(self, value_from, value_to, currency, market=None): # We have value_from of currency, and want to finish with value_to of # that currency. value_* may not be in currency's terms @@ -249,67 +260,12 @@ class Trade: self.orders = [] self.market = market assert self.value_from.currency == self.value_to.currency - assert self.value_from.linked_to is not None and self.value_from.linked_to.currency == self.currency + if self.value_from != 0: + assert self.value_from.linked_to is not None and self.value_from.linked_to.currency == self.currency + elif self.value_from.linked_to is None: + self.value_from.linked_to = Amount(self.currency, 0) self.base_currency = self.value_from.currency - fees_cache = {} - @classmethod - def fetch_fees(cls, market): - if market.__class__ not in cls.fees_cache: - cls.fees_cache[market.__class__] = market.fetch_fees() - return cls.fees_cache[market.__class__] - - ticker_cache = {} - ticker_cache_timestamp = time.time() - @classmethod - def get_ticker(cls, c1, c2, market, refresh=False): - def invert(ticker): - return { - "inverted": True, - "average": (float(1/ticker["bid"]) + float(1/ticker["ask"]) ) / 2, - "original": ticker, - } - def augment_ticker(ticker): - ticker.update({ - "inverted": False, - "average": (ticker["bid"] + ticker["ask"] ) / 2, - }) - - if time.time() - cls.ticker_cache_timestamp > 5: - cls.ticker_cache = {} - cls.ticker_cache_timestamp = time.time() - elif not refresh: - if (c1, c2, market.__class__) in cls.ticker_cache: - return cls.ticker_cache[(c1, c2, market.__class__)] - if (c2, c1, market.__class__) in cls.ticker_cache: - return invert(cls.ticker_cache[(c2, c1, market.__class__)]) - - try: - cls.ticker_cache[(c1, c2, market.__class__)] = market.fetch_ticker("{}/{}".format(c1, c2)) - augment_ticker(cls.ticker_cache[(c1, c2, market.__class__)]) - except ccxt.ExchangeError: - try: - cls.ticker_cache[(c2, c1, market.__class__)] = market.fetch_ticker("{}/{}".format(c2, c1)) - augment_ticker(cls.ticker_cache[(c2, c1, market.__class__)]) - except ccxt.ExchangeError: - cls.ticker_cache[(c1, c2, market.__class__)] = None - return cls.get_ticker(c1, c2, market) - - @classmethod - def compute_trades(cls, values_in_base, new_repartition, market=None): - base_currency = sum(values_in_base.values()).currency - for currency in Balance.currencies(): - if currency == base_currency: - continue - cls.trades[currency] = cls( - values_in_base.get(currency, Amount(base_currency, 0)), - new_repartition.get(currency, Amount(base_currency, 0)), - currency, - market=market - ) - cls.trades[currency].prepare_order() - return cls.trades - @property def action(self): if self.value_from == self.value_to: @@ -317,54 +273,125 @@ class Trade: if self.base_currency == self.currency: return None - if self.value_from < self.value_to: - return "buy" + if abs(self.value_from) < abs(self.value_to): + return "acquire" else: - return "sell" + return "dispose" def order_action(self, inverted): - if self.value_from < self.value_to: - return "ask" if not inverted else "bid" + if (self.value_from < self.value_to) != inverted: + return "buy" else: - return "bid" if not inverted else "ask" + return "sell" - def prepare_order(self): + @property + def trade_type(self): + if self.value_from + self.value_to < 0: + return "short" + else: + return "long" + + def filled_amount(self, in_base_currency=False): + filled_amount = 0 + for order in self.orders: + filled_amount += order.filled_amount(in_base_currency=in_base_currency) + return filled_amount + + def update_order(self, order, tick): + new_order = None + if tick in [0, 1, 3, 4, 6]: + print("{}, tick {}, waiting".format(order, tick)) + elif tick == 2: + new_order = self.prepare_order(compute_value=lambda x, y: (x[y] + x["average"]) / 2) + print("{}, tick {}, cancelling and adjusting to {}".format(order, tick, new_order)) + elif tick ==5: + new_order = self.prepare_order(compute_value=lambda x, y: (x[y]*2 + x["average"]) / 3) + print("{}, tick {}, cancelling and adjusting to {}".format(order, tick, new_order)) + elif tick >= 7: + if tick == 7: + print("{}, tick {}, fallbacking to market value".format(order, tick)) + if (tick - 7) % 3 == 0: + new_order = self.prepare_order(compute_value="default") + print("{}, tick {}, market value, cancelling and adjusting to {}".format(order, tick, new_order)) + + if new_order is not None: + order.cancel() + new_order.run() + + def prepare_order(self, compute_value="default"): if self.action is None: - return - ticker = self.value_from.ticker + return None + ticker = h.get_ticker(self.currency, self.base_currency, self.market) inverted = ticker["inverted"] - - if not inverted: - value_from = self.value_from.linked_to - value_to = self.value_to.in_currency(self.currency, self.market) - delta = abs(value_to - value_from) - currency = self.base_currency - else: + if inverted: ticker = ticker["original"] - delta = abs(self.value_to - self.value_from) - currency = self.currency + rate = Computation.compute_value(ticker, self.order_action(inverted), compute_value=compute_value) - rate = ticker[self.order_action(inverted)] + delta_in_base = abs(self.value_from - self.value_to) + # 9 BTC's worth of move (10 - 1 or 1 - 10 depending on case) - self.orders.append(Order(self.order_action(inverted), delta, rate, currency)) - - @classmethod - def all_orders(cls): - return sum(map(lambda v: v.orders, cls.trades.values()), []) + if not inverted: + base_currency = self.base_currency + # BTC + if self.action == "dispose": + filled = self.filled_amount(in_base_currency=False) + delta = delta_in_base.in_currency(self.currency, self.market, rate=1/self.value_from.rate) + # I have 10 BTC worth of FOO, and I want to sell 9 BTC + # worth of it, computed first with rate 10 FOO = 1 BTC. + # -> I "sell" "90" FOO at proposed rate "rate". + + delta = delta - filled + # I already sold 60 FOO, 30 left + else: + filled = self.filled_amount(in_base_currency=True) + delta = (delta_in_base - filled).in_currency(self.currency, self.market, rate=1/rate) + # I want to buy 9 BTC worth of FOO, computed with rate + # 10 FOO = 1 BTC + # -> I "buy" "9 / rate" FOO at proposed rate "rate" + + # I already bought 3 / rate FOO, 6 / rate left + else: + base_currency = self.currency + # FOO + if self.action == "dispose": + filled = self.filled_amount(in_base_currency=True) + # Base is FOO + + delta = (delta_in_base.in_currency(self.currency, self.market, rate=1/self.value_from.rate) + - filled).in_currency(self.base_currency, self.market, rate=1/rate) + # I have 10 BTC worth of FOO, and I want to sell 9 BTC worth of it + # computed at rate 1 Foo = 0.01 BTC + # Computation says I should sell it at 125 FOO / BTC + # -> delta_in_base = 9 BTC + # -> delta = (9 * 1/0.01 FOO) * 1/125 = 7.2 BTC + # Action: "buy" "7.2 BTC" at rate "125" "FOO" on market + + # I already bought 300/125 BTC, only 600/125 left + else: + filled = self.filled_amount(in_base_currency=False) + # Base is FOO + + delta = delta_in_base + # I have 1 BTC worth of FOO, and I want to buy 9 BTC worth of it + # At rate 100 Foo / BTC + # Computation says I should buy it at 125 FOO / BTC + # -> delta_in_base = 9 BTC + # Action: "sell" "9 BTC" at rate "125" "FOO" on market + + delta = delta - filled + # I already sold 4 BTC, only 5 left + + close_if_possible = (self.value_to == 0) + + if delta <= 0: + print("Less to do than already filled: {}".format(delta)) + return None - @classmethod - def follow_orders(cls, market): - orders = cls.all_orders() - finished_orders = [] - while len(orders) != len(finished_orders): - time.sleep(30) - for order in orders: - if order in finished_orders: - continue - if order.get_status(market) != "open": - finished_orders.append(order) - print("finished {}".format(order)) - print("All orders finished") + order = Order(self.order_action(inverted), + delta, rate, base_currency, self.trade_type, + self.market, self, close_if_possible=close_if_possible) + self.orders.append(order) + return order def __repr__(self): return "Trade({} -> {} in {}, {})".format( @@ -373,61 +400,159 @@ class Trade: self.currency, self.action) -class Order: - DEBUG = True + def print_with_order(self): + print(self) + for order in self.orders: + print("\t", order, sep="") - def __init__(self, action, amount, rate, base_currency): +class Order: + def __init__(self, action, amount, rate, base_currency, trade_type, market, + trade, close_if_possible=False): self.action = action self.amount = amount self.rate = rate self.base_currency = base_currency - self.result = None - self.status = "not run" + self.market = market + self.trade_type = trade_type + self.results = [] + self.mouvements = [] + self.status = "pending" + self.trade = trade + self.close_if_possible = close_if_possible + self.id = None + self.fetch_cache_timestamp = None def __repr__(self): - return "Order({} {} at {} {} [{}])".format( + return "Order({} {} {} at {} {} [{}]{})".format( self.action, + self.trade_type, self.amount, self.rate, self.base_currency, - self.status + self.status, + " ✂" if self.close_if_possible else "", ) - def run(self, market): + @property + def account(self): + if self.trade_type == "long": + return "exchange" + else: + return "margin" + + @property + def open(self): + return self.status == "open" + + @property + def pending(self): + return self.status == "pending" + + @property + def finished(self): + return self.status == "closed" or self.status == "canceled" or self.status == "error" + + def run(self): symbol = "{}/{}".format(self.amount.currency, self.base_currency) - amount = self.amount.value + amount = round(self.amount, self.market.order_precision(symbol)).value - if self.DEBUG: - print("market.create_order('{}', 'limit', '{}', {}, price={})".format( - symbol, self.action, amount, self.rate)) + if TradeStore.debug: + print("market.create_order('{}', 'limit', '{}', {}, price={}, account={})".format( + symbol, self.action, amount, self.rate, self.account)) + self.results.append({"debug": True, "id": -1}) else: try: - self.result = market.create_order(symbol, 'limit', self.action, amount, price=self.rate) - self.status = "open" - except Exception: - pass - - def get_status(self, market): + self.results.append(self.market.create_order(symbol, 'limit', self.action, amount, price=self.rate, account=self.account)) + except Exception as e: + self.status = "error" + print("error when running market.create_order('{}', 'limit', '{}', {}, price={}, account={})".format( + symbol, self.action, amount, self.rate, self.account)) + self.error_message = str("{}: {}".format(e.__class__.__name__, e)) + print(self.error_message) + return + self.id = self.results[0]["id"] + self.status = "open" + + def get_status(self): + if TradeStore.debug: + return self.status # other states are "closed" and "canceled" - if self.status == "open": - result = market.fetch_order(self.result['id']) - self.status = result["status"] + if not self.finished: + self.fetch() + if self.finished: + self.mark_finished_order() return self.status -def print_orders(market, base_currency="BTC"): - Balance.prepare_trades(market, base_currency=base_currency) - for currency, trade in Trade.trades.items(): - print(trade) - for order in trade.orders: - print("\t", order, sep="") + def mark_finished_order(self): + if TradeStore.debug: + return + if self.status == "closed": + if self.trade_type == "short" and self.action == "buy" and self.close_if_possible: + self.market.close_margin_position(self.amount.currency, self.base_currency) -def make_orders(market, base_currency="BTC"): - Balance.prepare_trades(market, base_currency=base_currency) - for currency, trade in Trade.trades.items(): - print(trade) - for order in trade.orders: - print("\t", order, sep="") - order.run(market) + def fetch(self, force=False): + if TradeStore.debug or (not force and self.fetch_cache_timestamp is not None + and time.time() - self.fetch_cache_timestamp < 10): + return + self.fetch_cache_timestamp = time.time() + + result = self.market.fetch_order(self.id) + self.results.append(result) + + self.status = result["status"] + # Time at which the order started + self.timestamp = result["datetime"] + self.fetch_mouvements() + + # FIXME: consider open order with dust remaining as closed + + def dust_amount_remaining(self): + return self.remaining_amount() < Amount(self.amount.currency, D("0.001")) + + def remaining_amount(self): + if self.status == "open": + self.fetch() + return self.amount - self.filled_amount() + + def filled_amount(self, in_base_currency=False): + if self.status == "open": + self.fetch() + filled_amount = 0 + for mouvement in self.mouvements: + if in_base_currency: + filled_amount += mouvement.total_in_base + else: + filled_amount += mouvement.total + return filled_amount + + def fetch_mouvements(self): + mouvements = self.market.privatePostReturnOrderTrades({"orderNumber": self.id}) + self.mouvements = [] + + for mouvement_hash in mouvements: + self.mouvements.append(Mouvement(self.amount.currency, + self.base_currency, mouvement_hash)) + + def cancel(self): + if TradeStore.debug: + self.status = "canceled" + return + self.market.cancel_order(self.id) + self.fetch() -if __name__ == '__main__': - print_orders(market) +class Mouvement: + def __init__(self, currency, base_currency, hash_): + self.currency = currency + self.base_currency = base_currency + self.id = hash_["id"] + self.action = hash_["type"] + self.fee_rate = D(hash_["fee"]) + self.date = datetime.strptime(hash_["date"], '%Y-%m-%d %H:%M:%S') + self.rate = D(hash_["rate"]) + self.total = Amount(currency, hash_["amount"]) + # rate * total = total_in_base + self.total_in_base = Amount(base_currency, hash_["total"]) + +if __name__ == '__main__': # pragma: no cover + from market import market + h.print_orders(market)