mirror of
https://github.com/wassname/catalyst.git
synced 2026-07-02 02:40:51 +08:00
BLD: replacing symbols.json and fetching markets with a single config
This commit is contained in:
@@ -12,7 +12,8 @@ from catalyst.exchange.exchange_bundle import ExchangeBundle
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from catalyst.exchange.exchange_errors import InvalidHistoryFrequencyError, \
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ExchangeSymbolsNotFound, ExchangeRequestError, InvalidOrderStyle, \
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UnsupportedHistoryFrequencyError, \
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ExchangeNotFoundError, CreateOrderError, InvalidHistoryTimeframeError
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ExchangeNotFoundError, CreateOrderError, InvalidHistoryTimeframeError, \
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MarketsNotFoundError, InvalidMarketError
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from catalyst.exchange.exchange_execution import ExchangeLimitOrder
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from catalyst.exchange.utils.ccxt_utils import get_exchange_config
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from catalyst.exchange.utils.datetime_utils import from_ms_timestamp, \
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@@ -23,6 +24,7 @@ from catalyst.finance.transaction import Transaction
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from ccxt import InvalidOrder, NetworkError, \
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ExchangeError
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from logbook import Logger
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from redo import retry
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from six import string_types
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log = Logger('CCXT', level=LOG_LEVEL)
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@@ -107,6 +109,97 @@ class CCXT(Exchange):
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asset = TradingPair(**asset_dict)
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self.assets.append(asset)
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def _fetch_markets(self):
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markets_symbols = self.api.load_markets()
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log.debug(
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'fetching {} markets:\n{}'.format(
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self.name, markets_symbols
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)
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)
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try:
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markets = self.api.fetch_markets()
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except NetworkError as e:
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raise ExchangeRequestError(error=e)
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if not markets:
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raise MarketsNotFoundError(
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exchange=self.name,
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)
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for market in markets:
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if 'id' not in market:
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raise InvalidMarketError(
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exchange=self.name,
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market=market,
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)
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return markets
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def create_exchange_config(self):
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config = dict(
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name=self.name,
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features=[feature for feature in self.has if self.has[feature]]
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)
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markets = retry(
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action=self._fetch_markets,
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attempts=5,
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sleeptime=5,
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retry_exceptions=(ExchangeRequestError,),
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cleanup=lambda: log.warn(
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'fetching markets again for {}'.format(self.name)
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),
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)
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config['assets'] = []
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for market in markets:
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asset = self.create_trading_pair(market=market)
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config['assets'].append(asset)
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return config
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def create_trading_pair(self, market, start_dt=None, end_dt=None,
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leverage=1, end_daily=None, end_minute=None):
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"""
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Creating a TradingPair from market and asset data.
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Parameters
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----------
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market: dict[str, Object]
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start_dt
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end_dt
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leverage
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end_daily
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end_minute
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Returns
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-------
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"""
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params = dict(
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exchange=self.name,
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data_source='catalyst',
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exchange_symbol=market['id'],
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symbol=get_catalyst_symbol(market),
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start_date=start_dt,
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end_date=end_dt,
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leverage=leverage,
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asset_name=market['symbol'],
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end_daily=end_daily,
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end_minute=end_minute,
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)
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self.apply_conditional_market_params(params, market)
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return TradingPair(**params)
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def load_assets(self):
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if self._config is None:
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raise ValueError('Exchange config not available.')
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self.assets = []
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for asset_dict in self._config['assets']:
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asset = TradingPair(**asset_dict)
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self.assets.append(asset)
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def account(self):
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return None
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@@ -365,6 +458,54 @@ class CCXT(Exchange):
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except ExchangeSymbolsNotFound:
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return None
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def apply_conditional_market_params(self, params, market):
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"""
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Applies a CCXT market dict to parameters of TradingPair init.
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Parameters
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----------
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params: dict[Object]
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market: dict[Object]
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Returns
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-------
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"""
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# TODO: make this more externalized / configurable
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# Consider representing in some type of JSON structure
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if 'active' in market:
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params['trading_state'] = 1 if market['active'] else 0
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else:
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params['trading_state'] = 1
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if 'lot' in market:
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params['min_trade_size'] = market['lot']
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params['lot'] = market['lot']
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if self.name == 'bitfinex':
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params['maker'] = 0.001
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params['taker'] = 0.002
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elif 'maker' in market and 'taker' in market \
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and market['maker'] is not None \
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and market['taker'] is not None:
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params['maker'] = market['maker']
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params['taker'] = market['taker']
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else:
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# TODO: default commission, make configurable
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params['maker'] = 0.0015
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params['taker'] = 0.0025
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info = market['info'] if 'info' in market else None
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if info:
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if 'minimum_order_size' in info:
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params['min_trade_size'] = float(info['minimum_order_size'])
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if 'lot' not in params:
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params['lot'] = params['min_trade_size']
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def get_balances(self):
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try:
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log.debug('retrieving wallets balances')
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@@ -16,7 +16,7 @@ from catalyst.exchange.exchange_errors import MismatchingBaseCurrencies, \
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from catalyst.exchange.utils.datetime_utils import get_delta, \
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get_periods_range, \
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get_periods, get_start_dt, get_frequency
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from catalyst.exchange.utils.exchange_utils import get_exchange_symbols, \
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from catalyst.exchange.utils.exchange_utils import \
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resample_history_df, has_bundle
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from logbook import Logger
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@@ -290,16 +290,6 @@ class Exchange:
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log.debug('found asset: {}'.format(asset))
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return asset
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def fetch_symbol_map(self, is_local=False):
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index = 1 if is_local else 0
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if self._symbol_maps[index] is not None:
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return self._symbol_maps[index]
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else:
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symbol_map = get_exchange_symbols(self.name, is_local)
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self._symbol_maps[index] = symbol_map
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return symbol_map
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@abstractmethod
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def init(self):
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"""
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@@ -311,24 +301,13 @@ class Exchange:
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"""
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@abstractmethod
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def load_assets(self, is_local=False):
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def create_exchange_config(self):
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"""
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Populate the 'assets' attribute with a dictionary of Assets.
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The key of the resulting dictionary is the exchange specific
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currency pair symbol. The universal symbol is contained in the
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'symbol' attribute of each asset.
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Notes
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-----
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The sid of each asset is calculated based on a numeric hash of the
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universal symbol. This simple approach avoids maintaining a mapping
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of sids.
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This method can be omerridden if an exchange offers equivalent data
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via its api.
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Fetch the exchange market data and generate a config object
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Returns
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-------
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"""
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pass
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def get_spot_value(self, assets, field, dt=None, data_frequency='minute'):
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"""
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@@ -626,13 +626,13 @@ class ExchangeBundle:
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key=lambda chunk: pd.to_datetime(chunk['period'])
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)
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with maybe_show_progress(
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all_chunks,
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show_progress,
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label='Ingesting {frequency} price data on '
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'{exchange}'.format(
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exchange=self.exchange_name,
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frequency=data_frequency,
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)) as it:
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all_chunks,
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show_progress,
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label='Ingesting {frequency} price data on '
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'{exchange}'.format(
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exchange=self.exchange_name,
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frequency=data_frequency,
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)) as it:
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for chunk in it:
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problems += self.ingest_ctable(
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asset=chunk['asset'],
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@@ -11,11 +11,14 @@ from six import string_types
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from six.moves.urllib import request
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from catalyst.constants import DATE_FORMAT, SYMBOLS_URL
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from catalyst.exchange.exchange_errors import ExchangeSymbolsNotFound
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from catalyst.exchange.exchange_errors import ExchangeSymbolsNotFound, \
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InvalidHistoryFrequencyError, InvalidHistoryFrequencyAlias
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from catalyst.exchange.utils.serialization_utils import ExchangeJSONEncoder, \
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ExchangeJSONDecoder
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ExchangeJSONDecoder, ConfigJSONEncoder
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from catalyst.utils.paths import data_root, ensure_directory, \
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last_modified_time
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from six import string_types
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from six.moves.urllib import request
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def get_sid(symbol):
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@@ -69,7 +72,7 @@ def is_blacklist(exchange_name, environ=None):
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return os.path.exists(filename)
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def get_exchange_symbols_filename(exchange_name, is_local=False, environ=None):
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def get_exchange_config_filename(exchange_name, environ=None):
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"""
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The absolute path of the exchange's symbol.json file.
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@@ -83,12 +86,12 @@ def get_exchange_symbols_filename(exchange_name, is_local=False, environ=None):
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str
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"""
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name = 'symbols.json' if not is_local else 'symbols_local.json'
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name = 'config.json'
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exchange_folder = get_exchange_folder(exchange_name, environ)
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return os.path.join(exchange_folder, name)
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def download_exchange_symbols(exchange_name, environ=None):
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def download_exchange_config(exchange_name, filename, environ=None):
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"""
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Downloads the exchange's symbols.json from the repository.
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@@ -102,15 +105,13 @@ def download_exchange_symbols(exchange_name, environ=None):
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str
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"""
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filename = get_exchange_symbols_filename(exchange_name)
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url = SYMBOLS_URL.format(exchange=exchange_name)
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response = request.urlretrieve(url=url, filename=filename)
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return response
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url = EXCHANGE_CONFIG_URL.format(exchange=exchange_name)
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request.urlretrieve(url=url, filename=filename)
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def get_exchange_symbols(exchange_name, is_local=False, environ=None):
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def get_exchange_config(exchange_name, filename=None, environ=None):
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"""
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The de-serialized content of the exchange's symbols.json.
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The de-serialized content of the exchange's config.json.
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Parameters
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----------
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@@ -123,55 +124,47 @@ def get_exchange_symbols(exchange_name, is_local=False, environ=None):
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Object
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"""
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filename = get_exchange_symbols_filename(exchange_name, is_local)
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if not is_local and (not os.path.isfile(filename) or pd.Timedelta(
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pd.Timestamp('now', tz='UTC') - last_modified_time(
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filename)).days > 1):
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try:
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download_exchange_symbols(exchange_name, environ)
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except Exception:
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pass
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if filename is None:
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filename = get_exchange_config_filename(exchange_name)
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if os.path.isfile(filename):
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with open(filename) as data_file:
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try:
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data = json.load(data_file, cls=ExchangeJSONDecoder)
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return data
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now = pd.Timestamp.utcnow()
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limit = pd.Timedelta('2H')
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if pd.Timedelta(now - last_modified_time(filename)) > limit:
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download_exchange_config(exchange_name, filename, environ)
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except ValueError:
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return dict()
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else:
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raise ExchangeSymbolsNotFound(
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exchange=exchange_name,
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filename=filename
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)
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download_exchange_config(exchange_name, filename, environ)
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with open(filename) as data_file:
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try:
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data = json.load(data_file, cls=ExchangeJSONDecoder)
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return data
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def save_exchange_symbols(exchange_name, assets, is_local=False, environ=None):
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except ValueError:
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return dict()
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def save_exchange_config(exchange_name, config, filename=None, environ=None):
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"""
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Save assets into an exchange_symbols file.
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Save assets into an exchange_config file.
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Parameters
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----------
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exchange_name: str
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assets: list[dict[str, object]]
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is_local: bool
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config
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environ
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Returns
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-------
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"""
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asset_dicts = dict()
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for symbol in assets:
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asset_dicts[symbol] = assets[symbol].to_dict()
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if filename is None:
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name = 'config.json'
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exchange_folder = get_exchange_folder(exchange_name, environ)
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filename = os.path.join(exchange_folder, name)
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filename = get_exchange_symbols_filename(
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exchange_name, is_local, environ
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)
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with open(filename, 'wt') as handle:
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json.dump(asset_dicts, handle, indent=4, default=symbols_serial)
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with open(filename, 'w+') as handle:
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json.dump(config, handle, indent=4, cls=ConfigJSONEncoder)
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def get_symbols_string(assets):
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@@ -508,25 +501,6 @@ def has_bundle(exchange_name, data_frequency, environ=None):
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return os.path.isdir(folder)
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def symbols_serial(obj):
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"""
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JSON serializer for objects not serializable by default json code
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Parameters
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----------
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obj: Object
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Returns
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-------
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str
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"""
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if isinstance(obj, (datetime, date)):
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return obj.floor('1D').strftime(DATE_FORMAT)
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raise TypeError("Type %s not serializable" % type(obj))
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def perf_serial(obj):
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"""
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JSON serializer for objects not serializable by default json code
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@@ -616,46 +590,12 @@ def resample_history_df(df, freq, field, start_dt=None):
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return resampled_df
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def mixin_market_params(exchange_name, params, market):
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"""
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Applies a CCXT market dict to parameters of TradingPair init.
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def from_ms_timestamp(ms):
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return pd.to_datetime(ms, unit='ms', utc=True)
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Parameters
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----------
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params: dict[Object]
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market: dict[Object]
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Returns
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-------
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"""
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# TODO: make this more externalized / configurable
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if 'lot' in market:
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params['min_trade_size'] = market['lot']
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params['lot'] = market['lot']
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if exchange_name == 'bitfinex':
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params['maker'] = 0.001
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params['taker'] = 0.002
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elif 'maker' in market and 'taker' in market and \
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market['maker'] is not None and market['taker'] is not None:
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params['maker'] = market['maker']
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params['taker'] = market['taker']
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else:
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# TODO: default commission, make configurable
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params['maker'] = 0.0015
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params['taker'] = 0.0025
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info = market['info'] if 'info' in market else None
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if info:
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if 'minimum_order_size' in info:
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params['min_trade_size'] = float(info['minimum_order_size'])
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if 'lot' not in params:
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params['lot'] = params['min_trade_size']
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def get_epoch():
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return pd.to_datetime('1970-1-1', utc=True)
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def group_assets_by_exchange(assets):
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@@ -3,10 +3,33 @@ import re
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from json import JSONEncoder
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import pandas as pd
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from catalyst.assets._assets import TradingPair
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from catalyst.constants import DATE_TIME_FORMAT
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from six import string_types
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from datetime import date, datetime
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from catalyst.constants import DATE_TIME_FORMAT, DATE_FORMAT
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from catalyst.assets._assets import TradingPair
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class ConfigJSONEncoder(json.JSONEncoder):
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def default(self, obj):
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"""
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JSON serializer for objects not serializable by default json code
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Parameters
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----------
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obj: Object
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Returns
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-------
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str
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"""
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if isinstance(obj, (datetime, date)):
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return obj.floor('1D').strftime(DATE_FORMAT)
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elif isinstance(obj, TradingPair):
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return obj.to_dict()
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class ExchangeJSONEncoder(json.JSONEncoder):
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def default(self, obj):
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