Add volumePairList - refactor tests to correct file
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@ -12,8 +12,6 @@ from typing import Any, Callable, Dict, List, Optional
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import arrow
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from requests.exceptions import RequestException
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from cachetools import TTLCache, cached
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from freqtrade import (DependencyException, OperationalException,
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TemporaryError, __version__, constants, persistence)
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from freqtrade.exchange import Exchange
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@ -25,7 +23,8 @@ from freqtrade.resolvers import StrategyResolver
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from freqtrade.state import State
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from freqtrade.strategy.interface import SellType, IStrategy
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from freqtrade.exchange.exchange_helpers import order_book_to_dataframe
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from freqtrade.pairlist.StaticList import StaticList
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from freqtrade.pairlist.StaticPairList import StaticPairList
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from freqtrade.pairlist.VolumePairList import VolumePairList
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logger = logging.getLogger(__name__)
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@ -60,7 +59,11 @@ class FreqtradeBot(object):
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self.persistence = None
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self.exchange = Exchange(self.config)
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self.wallets = Wallets(self.exchange)
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self.pairlists = StaticList(self, self.config)
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if self.config.get('dynamic_whitelist', None):
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self.pairlists = VolumePairList(self, self.config)
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else:
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self.pairlists = StaticPairList(self, self.config)
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# Initializing Edge only if enabled
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self.edge = Edge(self.config, self.exchange, self.strategy) if \
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@ -148,18 +151,9 @@ class FreqtradeBot(object):
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"""
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state_changed = False
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try:
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nb_assets = self.config.get('dynamic_whitelist', None)
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# Refresh whitelist based on wallet maintenance
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# Refresh whitelist
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self.pairlists.refresh_whitelist()
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sanitized_list = self.pairlists.whitelist
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# sanitized_list = self._refresh_whitelist(
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# self._gen_pair_whitelist(
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# self.config['stake_currency']
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# ) if nb_assets else self.lists.get_whitelist()
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# )
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# Keep only the subsets of pairs wanted (up to nb_assets)
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self.active_pair_whitelist = sanitized_list[:nb_assets] if nb_assets else sanitized_list
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self.active_pair_whitelist = self.pairlists.whitelist
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# Calculating Edge positiong
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# Should be called before refresh_tickers
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@ -207,30 +201,6 @@ class FreqtradeBot(object):
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self.state = State.STOPPED
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return state_changed
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@cached(TTLCache(maxsize=1, ttl=1800))
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def _gen_pair_whitelist(self, base_currency: str, key: str = 'quoteVolume') -> List[str]:
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"""
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Updates the whitelist with with a dynamically generated list
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:param base_currency: base currency as str
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:param key: sort key (defaults to 'quoteVolume')
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:return: List of pairs
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"""
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if not self.exchange.exchange_has('fetchTickers'):
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raise OperationalException(
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'Exchange does not support dynamic whitelist.'
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'Please edit your config and restart the bot'
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)
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tickers = self.exchange.get_tickers()
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# check length so that we make sure that '/' is actually in the string
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tickers = [v for k, v in tickers.items()
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if len(k.split('/')) == 2 and k.split('/')[1] == base_currency]
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sorted_tickers = sorted(tickers, reverse=True, key=lambda t: t[key])
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pairs = [s['symbol'] for s in sorted_tickers]
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return pairs
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def get_target_bid(self, pair: str, ticker: Dict[str, float]) -> float:
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"""
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Calculates bid target between current ask price and last price
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@ -10,7 +10,7 @@ from typing import List, Optional
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logger = logging.getLogger(__name__)
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class StaticList(object):
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class StaticPairList(object):
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def __init__(self, freqtrade, config: dict) -> None:
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self._freqtrade = freqtrade
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@ -32,9 +32,9 @@ class StaticList(object):
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"""
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Refreshes whitelist and assigns it to self._whitelist
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"""
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self._whitelist = self.validate_whitelist(self._config['exchange']['pair_whitelist'])
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self._whitelist = self._validate_whitelist(self._config['exchange']['pair_whitelist'])
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def validate_whitelist(self, whitelist: List[str]) -> List[str]:
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def _validate_whitelist(self, whitelist: List[str]) -> List[str]:
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"""
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Check available markets and remove pair from whitelist if necessary
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:param whitelist: the sorted list (based on BaseVolume) of pairs the user might want to
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98
freqtrade/pairlist/VolumePairList.py
Normal file
98
freqtrade/pairlist/VolumePairList.py
Normal file
@ -0,0 +1,98 @@
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"""
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Static List provider
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Provides lists as configured in config.json
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"""
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import logging
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from typing import List
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from cachetools import TTLCache, cached
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from freqtrade.pairlist.StaticPairList import StaticPairList
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from freqtrade import OperationalException
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logger = logging.getLogger(__name__)
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class VolumePairList(StaticPairList):
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def __init__(self, freqtrade, config: dict) -> None:
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self._freqtrade = freqtrade
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self._config = config
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self._whitelist = self._config['exchange']['pair_whitelist']
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self._blacklist = self._config['exchange'].get('pair_blacklist', [])
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self._number_pairs = self._config.get('dynamic_whitelist', None)
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if not self._freqtrade.exchange.exchange_has('fetchTickers'):
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raise OperationalException(
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'Exchange does not support dynamic whitelist.'
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'Please edit your config and restart the bot'
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)
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# self.refresh_whitelist()
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@property
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def whitelist(self) -> List[str]:
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""" Contains the current whitelist """
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return self._whitelist
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@property
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def blacklist(self) -> List[str]:
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return self._blacklist
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def refresh_whitelist(self) -> None:
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"""
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Refreshes whitelist and assigns it to self._whitelist
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"""
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# Generate dynamic whitelist
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pairs = self._gen_pair_whitelist(self._config['stake_currency'])
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# Validate whitelist to only have active market pairs
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self._whitelist = self._validate_whitelist(pairs)[:self._number_pairs]
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@cached(TTLCache(maxsize=1, ttl=1800))
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def _gen_pair_whitelist(self, base_currency: str, key: str = 'quoteVolume') -> List[str]:
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"""
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Updates the whitelist with with a dynamically generated list
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:param base_currency: base currency as str
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:param key: sort key (defaults to 'quoteVolume')
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:return: List of pairs
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"""
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tickers = self._freqtrade.exchange.get_tickers()
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# check length so that we make sure that '/' is actually in the string
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tickers = [v for k, v in tickers.items()
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if len(k.split('/')) == 2 and k.split('/')[1] == base_currency]
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sorted_tickers = sorted(tickers, reverse=True, key=lambda t: t[key])
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pairs = [s['symbol'] for s in sorted_tickers]
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return pairs
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def _validate_whitelist(self, whitelist: List[str]) -> List[str]:
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"""
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Check available markets and remove pair from whitelist if necessary
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:param whitelist: the sorted list (based on BaseVolume) of pairs the user might want to
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trade
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:return: the list of pairs the user wants to trade without the one unavailable or
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black_listed
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"""
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sanitized_whitelist = whitelist
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markets = self._freqtrade.exchange.get_markets()
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# Filter to markets in stake currency
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markets = [m for m in markets if m['quote'] == self._config['stake_currency']]
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known_pairs = set()
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for market in markets:
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pair = market['symbol']
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# pair is not int the generated dynamic market, or in the blacklist ... ignore it
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if pair not in whitelist or pair in self.blacklist:
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continue
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# else the pair is valid
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known_pairs.add(pair)
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# Market is not active
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if not market['active']:
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sanitized_whitelist.remove(pair)
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logger.info(
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'Ignoring %s from whitelist. Market is not active.',
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pair
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)
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# We need to remove pairs that are unknown
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return [x for x in sanitized_whitelist if x in known_pairs]
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@ -2,6 +2,7 @@
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from unittest.mock import MagicMock
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from freqtrade import OperationalException
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from freqtrade.tests.conftest import get_patched_freqtradebot
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import pytest
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@ -35,7 +36,7 @@ def test_refresh_market_pair_not_in_whitelist(mocker, markets, whitelist_conf):
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# List ordered by BaseVolume
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whitelist = ['ETH/BTC', 'TKN/BTC']
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# Ensure all except those in whitelist are removed
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assert whitelist == freqtradebot.pairlists.whitelist
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assert set(whitelist) == set(freqtradebot.pairlists.whitelist)
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# Ensure config dict hasn't been changed
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assert (whitelist_conf['exchange']['pair_whitelist'] ==
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freqtradebot.config['exchange']['pair_whitelist'])
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@ -49,11 +50,12 @@ def test_refresh_pairlists(mocker, markets, whitelist_conf):
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# List ordered by BaseVolume
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whitelist = ['ETH/BTC', 'TKN/BTC']
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# Ensure all except those in whitelist are removed
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assert whitelist == freqtradebot.pairlists.whitelist
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assert set(whitelist)== set(freqtradebot.pairlists.whitelist)
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assert whitelist_conf['exchange']['pair_blacklist'] == freqtradebot.pairlists.blacklist
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def test_refresh_whitelist_dynamic(mocker, markets, tickers, whitelist_conf):
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whitelist_conf['dynamic_whitelist'] = 5
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freqtradebot = get_patched_freqtradebot(mocker, whitelist_conf)
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mocker.patch.multiple(
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'freqtrade.exchange.Exchange',
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@ -64,10 +66,7 @@ def test_refresh_whitelist_dynamic(mocker, markets, tickers, whitelist_conf):
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# argument: use the whitelist dynamically by exchange-volume
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whitelist = ['ETH/BTC', 'TKN/BTC']
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freqtradebot._refresh_whitelist(
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freqtradebot._gen_pair_whitelist(whitelist_conf['stake_currency'])
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)
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freqtradebot.pairlists.refresh_whitelist()
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assert whitelist == freqtradebot.pairlists.whitelist
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@ -79,7 +78,40 @@ def test_refresh_whitelist_dynamic_empty(mocker, markets_empty, whitelist_conf):
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# argument: use the whitelist dynamically by exchange-volume
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whitelist = []
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whitelist_conf['exchange']['pair_whitelist'] = []
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freqtradebot._refresh_whitelist(whitelist)
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freqtradebot.pairlists.refresh_whitelist()
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pairslist = whitelist_conf['exchange']['pair_whitelist']
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assert set(whitelist) == set(pairslist)
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def test_gen_pair_whitelist(mocker, default_conf, tickers) -> None:
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freqtrade = get_patched_freqtradebot(mocker, default_conf)
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mocker.patch('freqtrade.exchange.Exchange.get_tickers', tickers)
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mocker.patch('freqtrade.exchange.Exchange.exchange_has', MagicMock(return_value=True))
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# Test to retrieved BTC sorted on quoteVolume (default)
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freqtrade.pairlists.refresh_whitelist()
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whitelist = freqtrade.pairlists.whitelist
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assert whitelist == ['ETH/BTC', 'TKN/BTC', 'BLK/BTC', 'LTC/BTC']
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# Test to retrieve BTC sorted on bidVolume
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whitelist = freqtrade._gen_pair_whitelist(base_currency='BTC', key='bidVolume')
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assert whitelist == ['LTC/BTC', 'TKN/BTC', 'ETH/BTC', 'BLK/BTC']
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# Test with USDT sorted on quoteVolume (default)
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whitelist = freqtrade._gen_pair_whitelist(base_currency='USDT')
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assert whitelist == ['TKN/USDT', 'ETH/USDT', 'LTC/USDT', 'BLK/USDT']
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# Test with ETH (our fixture does not have ETH, so result should be empty)
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whitelist = freqtrade._gen_pair_whitelist(base_currency='ETH')
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assert whitelist == []
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def test_gen_pair_whitelist_not_supported(mocker, default_conf, tickers) -> None:
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freqtrade = get_patched_freqtradebot(mocker, default_conf)
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mocker.patch('freqtrade.exchange.Exchange.get_tickers', tickers)
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mocker.patch('freqtrade.exchange.Exchange.exchange_has', MagicMock(return_value=False))
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with pytest.raises(OperationalException):
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freqtrade._gen_pair_whitelist(base_currency='BTC')
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@ -136,37 +136,6 @@ def test_throttle_with_assets(mocker, default_conf) -> None:
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assert result == -1
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def test_gen_pair_whitelist(mocker, default_conf, tickers) -> None:
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freqtrade = get_patched_freqtradebot(mocker, default_conf)
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mocker.patch('freqtrade.exchange.Exchange.get_tickers', tickers)
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mocker.patch('freqtrade.exchange.Exchange.exchange_has', MagicMock(return_value=True))
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# Test to retrieved BTC sorted on quoteVolume (default)
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whitelist = freqtrade._gen_pair_whitelist(base_currency='BTC')
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assert whitelist == ['ETH/BTC', 'TKN/BTC', 'BLK/BTC', 'LTC/BTC']
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# Test to retrieve BTC sorted on bidVolume
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whitelist = freqtrade._gen_pair_whitelist(base_currency='BTC', key='bidVolume')
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assert whitelist == ['LTC/BTC', 'TKN/BTC', 'ETH/BTC', 'BLK/BTC']
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# Test with USDT sorted on quoteVolume (default)
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whitelist = freqtrade._gen_pair_whitelist(base_currency='USDT')
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assert whitelist == ['TKN/USDT', 'ETH/USDT', 'LTC/USDT', 'BLK/USDT']
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# Test with ETH (our fixture does not have ETH, so result should be empty)
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whitelist = freqtrade._gen_pair_whitelist(base_currency='ETH')
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assert whitelist == []
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def test_gen_pair_whitelist_not_supported(mocker, default_conf, tickers) -> None:
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freqtrade = get_patched_freqtradebot(mocker, default_conf)
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mocker.patch('freqtrade.exchange.Exchange.get_tickers', tickers)
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mocker.patch('freqtrade.exchange.Exchange.exchange_has', MagicMock(return_value=False))
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with pytest.raises(OperationalException):
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freqtrade._gen_pair_whitelist(base_currency='BTC')
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def test_get_trade_stake_amount(default_conf, ticker, limit_buy_order, fee, mocker) -> None:
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patch_RPCManager(mocker)
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patch_exchange(mocker)
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