stable/freqtrade/tests/exchange/test_exchange.py

# pragma pylint: disable=missing-docstring, C0103, bad-continuation, global-statement
# pragma pylint: disable=protected-access
import logging
from datetime import datetime
from random import randint
from unittest.mock import MagicMock, PropertyMock

import ccxt
import pytest

from freqtrade import DependencyException, OperationalException, TemporaryError
from freqtrade.exchange import API_RETRY_COUNT, Exchange
from freqtrade.tests.conftest import get_patched_exchange, log_has


def ccxt_exceptionhandlers(mocker, default_conf, api_mock, fun, mock_ccxt_fun, **kwargs):
    with pytest.raises(TemporaryError):
        api_mock.__dict__[mock_ccxt_fun] = MagicMock(side_effect=ccxt.NetworkError)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        getattr(exchange, fun)(**kwargs)
    assert api_mock.__dict__[mock_ccxt_fun].call_count == API_RETRY_COUNT + 1

    with pytest.raises(OperationalException):
        api_mock.__dict__[mock_ccxt_fun] = MagicMock(side_effect=ccxt.BaseError)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        getattr(exchange, fun)(**kwargs)
    assert api_mock.__dict__[mock_ccxt_fun].call_count == 1


async def async_ccxt_exception(mocker, default_conf, api_mock, fun, mock_ccxt_fun, **kwargs):
    with pytest.raises(TemporaryError):
        api_mock.__dict__[mock_ccxt_fun] = MagicMock(side_effect=ccxt.NetworkError)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        await getattr(exchange, fun)(**kwargs)
    assert api_mock.__dict__[mock_ccxt_fun].call_count == 1

    with pytest.raises(OperationalException):
        api_mock.__dict__[mock_ccxt_fun] = MagicMock(side_effect=ccxt.BaseError)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        await getattr(exchange, fun)(**kwargs)
    assert api_mock.__dict__[mock_ccxt_fun].call_count == 1


def test_init(default_conf, mocker, caplog):
    caplog.set_level(logging.INFO)
    get_patched_exchange(mocker, default_conf)
    assert log_has('Instance is running with dry_run enabled', caplog.record_tuples)


def test_init_exception(default_conf, mocker):
    default_conf['exchange']['name'] = 'wrong_exchange_name'

    with pytest.raises(
            OperationalException,
            match='Exchange {} is not supported'.format(default_conf['exchange']['name'])):
        Exchange(default_conf)

    default_conf['exchange']['name'] = 'binance'
    with pytest.raises(
            OperationalException,
            match='Exchange {} is not supported'.format(default_conf['exchange']['name'])):
        mocker.patch("ccxt.binance", MagicMock(side_effect=AttributeError))
        Exchange(default_conf)


def test_symbol_amount_prec(default_conf, mocker):
    '''
    Test rounds down to 4 Decimal places
    '''
    api_mock = MagicMock()
    api_mock.load_markets = MagicMock(return_value={
        'ETH/BTC': '', 'LTC/BTC': '', 'XRP/BTC': '', 'NEO/BTC': ''
    })
    mocker.patch('freqtrade.exchange.Exchange.name', PropertyMock(return_value='binance'))

    markets = PropertyMock(return_value={'ETH/BTC': {'precision': {'amount': 4}}})
    type(api_mock).markets = markets

    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())
    exchange = Exchange(default_conf)

    amount = 2.34559
    pair = 'ETH/BTC'
    amount = exchange.symbol_amount_prec(pair, amount)
    assert amount == 2.3455


def test_symbol_price_prec(default_conf, mocker):
    '''
    Test rounds up to 4 decimal places
    '''
    api_mock = MagicMock()
    api_mock.load_markets = MagicMock(return_value={
        'ETH/BTC': '', 'LTC/BTC': '', 'XRP/BTC': '', 'NEO/BTC': ''
    })
    mocker.patch('freqtrade.exchange.Exchange.name', PropertyMock(return_value='binance'))

    markets = PropertyMock(return_value={'ETH/BTC': {'precision': {'price': 4}}})
    type(api_mock).markets = markets

    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())
    exchange = Exchange(default_conf)

    price = 2.34559
    pair = 'ETH/BTC'
    price = exchange.symbol_price_prec(pair, price)
    assert price == 2.3456


def test_set_sandbox(default_conf, mocker):
    """
    Test working scenario
    """
    api_mock = MagicMock()
    api_mock.load_markets = MagicMock(return_value={
        'ETH/BTC': '', 'LTC/BTC': '', 'XRP/BTC': '', 'NEO/BTC': ''
    })
    url_mock = PropertyMock(return_value={'test': "api-public.sandbox.gdax.com",
                                          'api': 'https://api.gdax.com'})
    type(api_mock).urls = url_mock
    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())

    exchange = Exchange(default_conf)
    liveurl = exchange._api.urls['api']
    default_conf['exchange']['sandbox'] = True
    exchange.set_sandbox(exchange._api, default_conf['exchange'], 'Logname')
    assert exchange._api.urls['api'] != liveurl


def test_set_sandbox_exception(default_conf, mocker):
    """
    Test Fail scenario
    """
    api_mock = MagicMock()
    api_mock.load_markets = MagicMock(return_value={
        'ETH/BTC': '', 'LTC/BTC': '', 'XRP/BTC': '', 'NEO/BTC': ''
    })
    url_mock = PropertyMock(return_value={'api': 'https://api.gdax.com'})
    type(api_mock).urls = url_mock

    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())

    with pytest.raises(OperationalException, match=r'does not provide a sandbox api'):
        exchange = Exchange(default_conf)
        default_conf['exchange']['sandbox'] = True
        exchange.set_sandbox(exchange._api, default_conf['exchange'], 'Logname')


def test_validate_pairs(default_conf, mocker):
    api_mock = MagicMock()
    api_mock.load_markets = MagicMock(return_value={
        'ETH/BTC': '', 'LTC/BTC': '', 'XRP/BTC': '', 'NEO/BTC': ''
    })
    id_mock = PropertyMock(return_value='test_exchange')
    type(api_mock).id = id_mock

    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())
    Exchange(default_conf)


def test_validate_pairs_not_available(default_conf, mocker):
    api_mock = MagicMock()
    api_mock.load_markets = MagicMock(return_value={})
    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())

    with pytest.raises(OperationalException, match=r'not available'):
        Exchange(default_conf)


def test_validate_pairs_not_compatible(default_conf, mocker):
    api_mock = MagicMock()
    api_mock.load_markets = MagicMock(return_value={
        'ETH/BTC': '', 'TKN/BTC': '', 'TRST/BTC': '', 'SWT/BTC': '', 'BCC/BTC': ''
    })
    default_conf['stake_currency'] = 'ETH'
    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())
    with pytest.raises(OperationalException, match=r'not compatible'):
        Exchange(default_conf)


def test_validate_pairs_exception(default_conf, mocker, caplog):
    caplog.set_level(logging.INFO)
    api_mock = MagicMock()
    mocker.patch('freqtrade.exchange.Exchange.name', PropertyMock(return_value='Binance'))

    api_mock.load_markets = MagicMock(return_value={})
    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', api_mock)
    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())

    with pytest.raises(OperationalException, match=r'Pair ETH/BTC is not available at Binance'):
        Exchange(default_conf)

    api_mock.load_markets = MagicMock(side_effect=ccxt.BaseError())

    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
    Exchange(default_conf)
    assert log_has('Unable to validate pairs (assuming they are correct). Reason: ',
                   caplog.record_tuples)


def test_validate_pairs_stake_exception(default_conf, mocker, caplog):
    caplog.set_level(logging.INFO)
    default_conf['stake_currency'] = 'ETH'
    api_mock = MagicMock()
    api_mock.name = MagicMock(return_value='binance')
    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', api_mock)
    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())

    with pytest.raises(
        OperationalException,
        match=r'Pair ETH/BTC not compatible with stake_currency: ETH'
    ):
        Exchange(default_conf)


def test_validate_timeframes(default_conf, mocker):
    default_conf["ticker_interval"] = "5m"
    api_mock = MagicMock()
    id_mock = PropertyMock(return_value='test_exchange')
    type(api_mock).id = id_mock
    timeframes = PropertyMock(return_value={'1m': '1m',
                                            '5m': '5m',
                                            '15m': '15m',
                                            '1h': '1h'})
    type(api_mock).timeframes = timeframes

    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
    mocker.patch('freqtrade.exchange.Exchange.validate_pairs', MagicMock())
    Exchange(default_conf)


def test_validate_timeframes_failed(default_conf, mocker):
    default_conf["ticker_interval"] = "3m"
    api_mock = MagicMock()
    id_mock = PropertyMock(return_value='test_exchange')
    type(api_mock).id = id_mock
    timeframes = PropertyMock(return_value={'1m': '1m',
                                            '5m': '5m',
                                            '15m': '15m',
                                            '1h': '1h'})
    type(api_mock).timeframes = timeframes

    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
    mocker.patch('freqtrade.exchange.Exchange.validate_pairs', MagicMock())
    with pytest.raises(OperationalException, match=r'Invalid ticker 3m, this Exchange supports.*'):
        Exchange(default_conf)


def test_validate_timeframes_not_in_config(default_conf, mocker):
    del default_conf["ticker_interval"]
    api_mock = MagicMock()
    id_mock = PropertyMock(return_value='test_exchange')
    type(api_mock).id = id_mock
    timeframes = PropertyMock(return_value={'1m': '1m',
                                            '5m': '5m',
                                            '15m': '15m',
                                            '1h': '1h'})
    type(api_mock).timeframes = timeframes

    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
    mocker.patch('freqtrade.exchange.Exchange.validate_pairs', MagicMock())
    Exchange(default_conf)


def test_exchange_has(default_conf, mocker):
    exchange = get_patched_exchange(mocker, default_conf)
    assert not exchange.exchange_has('ASDFASDF')
    api_mock = MagicMock()

    type(api_mock).has = PropertyMock(return_value={'deadbeef': True})
    exchange = get_patched_exchange(mocker, default_conf, api_mock)
    assert exchange.exchange_has("deadbeef")

    type(api_mock).has = PropertyMock(return_value={'deadbeef': False})
    exchange = get_patched_exchange(mocker, default_conf, api_mock)
    assert not exchange.exchange_has("deadbeef")


def test_buy_dry_run(default_conf, mocker):
    default_conf['dry_run'] = True
    exchange = get_patched_exchange(mocker, default_conf)

    order = exchange.buy(pair='ETH/BTC', rate=200, amount=1)
    assert 'id' in order
    assert 'dry_run_buy_' in order['id']


def test_buy_prod(default_conf, mocker):
    api_mock = MagicMock()
    order_id = 'test_prod_buy_{}'.format(randint(0, 10 ** 6))
    api_mock.create_limit_buy_order = MagicMock(return_value={
        'id': order_id,
        'info': {
            'foo': 'bar'
        }
    })
    default_conf['dry_run'] = False
    exchange = get_patched_exchange(mocker, default_conf, api_mock)

    order = exchange.buy(pair='ETH/BTC', rate=200, amount=1)
    assert 'id' in order
    assert 'info' in order
    assert order['id'] == order_id

    # test exception handling
    with pytest.raises(DependencyException):
        api_mock.create_limit_buy_order = MagicMock(side_effect=ccxt.InsufficientFunds)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        exchange.buy(pair='ETH/BTC', rate=200, amount=1)

    with pytest.raises(DependencyException):
        api_mock.create_limit_buy_order = MagicMock(side_effect=ccxt.InvalidOrder)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        exchange.buy(pair='ETH/BTC', rate=200, amount=1)

    with pytest.raises(TemporaryError):
        api_mock.create_limit_buy_order = MagicMock(side_effect=ccxt.NetworkError)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        exchange.buy(pair='ETH/BTC', rate=200, amount=1)

    with pytest.raises(OperationalException):
        api_mock.create_limit_buy_order = MagicMock(side_effect=ccxt.BaseError)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        exchange.buy(pair='ETH/BTC', rate=200, amount=1)


def test_sell_dry_run(default_conf, mocker):
    default_conf['dry_run'] = True
    exchange = get_patched_exchange(mocker, default_conf)

    order = exchange.sell(pair='ETH/BTC', rate=200, amount=1)
    assert 'id' in order
    assert 'dry_run_sell_' in order['id']


def test_sell_prod(default_conf, mocker):
    api_mock = MagicMock()
    order_id = 'test_prod_sell_{}'.format(randint(0, 10 ** 6))
    api_mock.create_limit_sell_order = MagicMock(return_value={
        'id': order_id,
        'info': {
            'foo': 'bar'
        }
    })
    default_conf['dry_run'] = False

    exchange = get_patched_exchange(mocker, default_conf, api_mock)

    order = exchange.sell(pair='ETH/BTC', rate=200, amount=1)
    assert 'id' in order
    assert 'info' in order
    assert order['id'] == order_id

    # test exception handling
    with pytest.raises(DependencyException):
        api_mock.create_limit_sell_order = MagicMock(side_effect=ccxt.InsufficientFunds)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        exchange.sell(pair='ETH/BTC', rate=200, amount=1)

    with pytest.raises(DependencyException):
        api_mock.create_limit_sell_order = MagicMock(side_effect=ccxt.InvalidOrder)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        exchange.sell(pair='ETH/BTC', rate=200, amount=1)

    with pytest.raises(TemporaryError):
        api_mock.create_limit_sell_order = MagicMock(side_effect=ccxt.NetworkError)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        exchange.sell(pair='ETH/BTC', rate=200, amount=1)

    with pytest.raises(OperationalException):
        api_mock.create_limit_sell_order = MagicMock(side_effect=ccxt.BaseError)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        exchange.sell(pair='ETH/BTC', rate=200, amount=1)


def test_get_balance_dry_run(default_conf, mocker):
    default_conf['dry_run'] = True

    exchange = get_patched_exchange(mocker, default_conf)
    assert exchange.get_balance(currency='BTC') == 999.9


def test_get_balance_prod(default_conf, mocker):
    api_mock = MagicMock()
    api_mock.fetch_balance = MagicMock(return_value={'BTC': {'free': 123.4}})
    default_conf['dry_run'] = False

    exchange = get_patched_exchange(mocker, default_conf, api_mock)

    assert exchange.get_balance(currency='BTC') == 123.4

    with pytest.raises(OperationalException):
        api_mock.fetch_balance = MagicMock(side_effect=ccxt.BaseError)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)

        exchange.get_balance(currency='BTC')

    with pytest.raises(TemporaryError, match=r'.*balance due to malformed exchange response:.*'):
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        mocker.patch('freqtrade.exchange.Exchange.get_balances', MagicMock(return_value={}))
        exchange.get_balance(currency='BTC')


def test_get_balances_dry_run(default_conf, mocker):
    default_conf['dry_run'] = True
    exchange = get_patched_exchange(mocker, default_conf)
    assert exchange.get_balances() == {}


def test_get_balances_prod(default_conf, mocker):
    balance_item = {
        'free': 10.0,
        'total': 10.0,
        'used': 0.0
    }

    api_mock = MagicMock()
    api_mock.fetch_balance = MagicMock(return_value={
        '1ST': balance_item,
        '2ST': balance_item,
        '3ST': balance_item
    })
    default_conf['dry_run'] = False
    exchange = get_patched_exchange(mocker, default_conf, api_mock)
    assert len(exchange.get_balances()) == 3
    assert exchange.get_balances()['1ST']['free'] == 10.0
    assert exchange.get_balances()['1ST']['total'] == 10.0
    assert exchange.get_balances()['1ST']['used'] == 0.0

    ccxt_exceptionhandlers(mocker, default_conf, api_mock,
                           "get_balances", "fetch_balance")


def test_get_tickers(default_conf, mocker):
    api_mock = MagicMock()
    tick = {'ETH/BTC': {
          'symbol': 'ETH/BTC',
          'bid': 0.5,
          'ask': 1,
          'last': 42,
      }, 'BCH/BTC': {
          'symbol': 'BCH/BTC',
          'bid': 0.6,
          'ask': 0.5,
          'last': 41,
      }
      }
    api_mock.fetch_tickers = MagicMock(return_value=tick)
    exchange = get_patched_exchange(mocker, default_conf, api_mock)
    # retrieve original ticker
    tickers = exchange.get_tickers()

    assert 'ETH/BTC' in tickers
    assert 'BCH/BTC' in tickers
    assert tickers['ETH/BTC']['bid'] == 0.5
    assert tickers['ETH/BTC']['ask'] == 1
    assert tickers['BCH/BTC']['bid'] == 0.6
    assert tickers['BCH/BTC']['ask'] == 0.5

    ccxt_exceptionhandlers(mocker, default_conf, api_mock,
                           "get_tickers", "fetch_tickers")

    with pytest.raises(OperationalException):
        api_mock.fetch_tickers = MagicMock(side_effect=ccxt.NotSupported)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        exchange.get_tickers()

    api_mock.fetch_tickers = MagicMock(return_value={})
    exchange = get_patched_exchange(mocker, default_conf, api_mock)
    exchange.get_tickers()


def test_get_ticker(default_conf, mocker):
    api_mock = MagicMock()
    tick = {
        'symbol': 'ETH/BTC',
        'bid': 0.00001098,
        'ask': 0.00001099,
        'last': 0.0001,
    }
    api_mock.fetch_ticker = MagicMock(return_value=tick)
    exchange = get_patched_exchange(mocker, default_conf, api_mock)
    # retrieve original ticker
    ticker = exchange.get_ticker(pair='ETH/BTC')

    assert ticker['bid'] == 0.00001098
    assert ticker['ask'] == 0.00001099

    # change the ticker
    tick = {
        'symbol': 'ETH/BTC',
        'bid': 0.5,
        'ask': 1,
        'last': 42,
    }
    api_mock.fetch_ticker = MagicMock(return_value=tick)
    exchange = get_patched_exchange(mocker, default_conf, api_mock)

    # if not caching the result we should get the same ticker
    # if not fetching a new result we should get the cached ticker
    ticker = exchange.get_ticker(pair='ETH/BTC')

    assert api_mock.fetch_ticker.call_count == 1
    assert ticker['bid'] == 0.5
    assert ticker['ask'] == 1

    assert 'ETH/BTC' in exchange._cached_ticker
    assert exchange._cached_ticker['ETH/BTC']['bid'] == 0.5
    assert exchange._cached_ticker['ETH/BTC']['ask'] == 1

    # Test caching
    api_mock.fetch_ticker = MagicMock()
    exchange.get_ticker(pair='ETH/BTC', refresh=False)
    assert api_mock.fetch_ticker.call_count == 0

    ccxt_exceptionhandlers(mocker, default_conf, api_mock,
                           "get_ticker", "fetch_ticker",
                           pair='ETH/BTC', refresh=True)

    api_mock.fetch_ticker = MagicMock(return_value={})
    exchange = get_patched_exchange(mocker, default_conf, api_mock)
    exchange.get_ticker(pair='ETH/BTC', refresh=True)


@pytest.mark.asyncio
async def test_async_get_candle_history(default_conf, mocker):
    tick = [
        [
            1511686200000,  # unix timestamp ms
            1,  # open
            2,  # high
            3,  # low
            4,  # close
            5,  # volume (in quote currency)
        ]
    ]

    async def async_fetch_ohlcv(pair, timeframe, since):
        return tick

    exchange = get_patched_exchange(mocker, default_conf)
    # Monkey-patch async function
    exchange._api_async.fetch_ohlcv = async_fetch_ohlcv

    exchange = Exchange(default_conf)
    pair = 'ETH/BTC'
    res = await exchange.async_get_candle_history(pair, "5m")
    assert type(res) is tuple
    assert len(res) == 2
    assert res[0] == pair
    assert res[1] == tick

    await async_ccxt_exception(mocker, default_conf, MagicMock(),
                               "async_get_candle_history", "fetch_ohlcv",
                               pair='ABCD/BTC', tick_interval=default_conf['ticker_interval'])

    api_mock = MagicMock()
    with pytest.raises(OperationalException, match=r'Could not fetch ticker data*'):
        api_mock.fetch_ohlcv = MagicMock(side_effect=ccxt.BaseError)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        await exchange.async_get_candle_history(pair, "5m")


@pytest.mark.asyncio
async def test_async_get_candles_history(default_conf, mocker):
    tick = [
        [
            1511686200000,  # unix timestamp ms
            1,  # open
            2,  # high
            3,  # low
            4,  # close
            5,  # volume (in quote currency)
        ]
    ]

    async def async_fetch_ohlcv(pair, timeframe, since):
        return tick

    exchange = get_patched_exchange(mocker, default_conf)
    # Monkey-patch async function
    exchange._api_async.fetch_ohlcv = async_fetch_ohlcv

    exchange = Exchange(default_conf)
    pairs = ['ETH/BTC', 'XRP/BTC']
    res = await exchange.async_get_candles_history(pairs, "5m")
    assert type(res) is list
    assert len(res) == 2
    assert type(res[0]) is tuple
    assert res[0][0] == pairs[0]
    assert res[0][1] == tick
    assert res[1][0] == pairs[1]
    assert res[1][1] == tick

    # await async_ccxt_exception(mocker, default_conf, MagicMock(),
    #                            "async_get_candles_history", "fetch_ohlcv",
    #                            pairs=pairs, tick_interval=default_conf['ticker_interval'])

    # api_mock = MagicMock()
    # with pytest.raises(OperationalException, match=r'Could not fetch ticker data*'):
    #     api_mock.fetch_ohlcv = MagicMock(side_effect=ccxt.BaseError)
    #     exchange = get_patched_exchange(mocker, default_conf, api_mock)
    #     await exchange.async_get_candles_history('ETH/BTC', "5m")


def test_refresh_tickers():
    # TODO: Implement test for this
    pass


def make_fetch_ohlcv_mock(data):
    def fetch_ohlcv_mock(pair, timeframe, since):
        if since:
            assert since > data[-1][0]
            return []
        return data
    return fetch_ohlcv_mock


def test_get_candle_history(default_conf, mocker):
    api_mock = MagicMock()
    tick = [
        [
            1511686200000,  # unix timestamp ms
            1,  # open
            2,  # high
            3,  # low
            4,  # close
            5,  # volume (in quote currency)
        ]
    ]
    type(api_mock).has = PropertyMock(return_value={'fetchOHLCV': True})
    api_mock.fetch_ohlcv = MagicMock(side_effect=make_fetch_ohlcv_mock(tick))
    exchange = get_patched_exchange(mocker, default_conf, api_mock)

    # retrieve original ticker
    ticks = exchange.get_candle_history('ETH/BTC', default_conf['ticker_interval'])
    assert ticks[0][0] == 1511686200000
    assert ticks[0][1] == 1
    assert ticks[0][2] == 2
    assert ticks[0][3] == 3
    assert ticks[0][4] == 4
    assert ticks[0][5] == 5

    # change ticker and ensure tick changes
    new_tick = [
        [
            1511686210000,  # unix timestamp ms
            6,  # open
            7,  # high
            8,  # low
            9,  # close
            10,  # volume (in quote currency)
        ]
    ]
    api_mock.fetch_ohlcv = MagicMock(side_effect=make_fetch_ohlcv_mock(new_tick))
    exchange = get_patched_exchange(mocker, default_conf, api_mock)

    ticks = exchange.get_candle_history('ETH/BTC', default_conf['ticker_interval'])
    assert ticks[0][0] == 1511686210000
    assert ticks[0][1] == 6
    assert ticks[0][2] == 7
    assert ticks[0][3] == 8
    assert ticks[0][4] == 9
    assert ticks[0][5] == 10

    ccxt_exceptionhandlers(mocker, default_conf, api_mock,
                           "get_candle_history", "fetch_ohlcv",
                           pair='ABCD/BTC', tick_interval=default_conf['ticker_interval'])

    with pytest.raises(OperationalException, match=r'Exchange .* does not support.*'):
        api_mock.fetch_ohlcv = MagicMock(side_effect=ccxt.NotSupported)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        exchange.get_candle_history(pair='ABCD/BTC', tick_interval=default_conf['ticker_interval'])


def test_get_candle_history_sort(default_conf, mocker):
    api_mock = MagicMock()

    # GDAX use-case (real data from GDAX)
    # This ticker history is ordered DESC (newest first, oldest last)
    tick = [
        [1527833100000, 0.07666, 0.07671, 0.07666, 0.07668, 16.65244264],
        [1527832800000, 0.07662, 0.07666, 0.07662, 0.07666, 1.30051526],
        [1527832500000, 0.07656, 0.07661, 0.07656, 0.07661, 12.034778840000001],
        [1527832200000, 0.07658, 0.07658, 0.07655, 0.07656, 0.59780186],
        [1527831900000, 0.07658, 0.07658, 0.07658, 0.07658, 1.76278136],
        [1527831600000, 0.07658, 0.07658, 0.07658, 0.07658, 2.22646521],
        [1527831300000, 0.07655, 0.07657, 0.07655, 0.07657, 1.1753],
        [1527831000000, 0.07654, 0.07654, 0.07651, 0.07651, 0.8073060299999999],
        [1527830700000, 0.07652, 0.07652, 0.07651, 0.07652, 10.04822687],
        [1527830400000, 0.07649, 0.07651, 0.07649, 0.07651, 2.5734867]
    ]
    type(api_mock).has = PropertyMock(return_value={'fetchOHLCV': True})
    api_mock.fetch_ohlcv = MagicMock(side_effect=make_fetch_ohlcv_mock(tick))

    exchange = get_patched_exchange(mocker, default_conf, api_mock)

    # Test the ticker history sort
    ticks = exchange.get_candle_history('ETH/BTC', default_conf['ticker_interval'])
    assert ticks[0][0] == 1527830400000
    assert ticks[0][1] == 0.07649
    assert ticks[0][2] == 0.07651
    assert ticks[0][3] == 0.07649
    assert ticks[0][4] == 0.07651
    assert ticks[0][5] == 2.5734867

    assert ticks[9][0] == 1527833100000
    assert ticks[9][1] == 0.07666
    assert ticks[9][2] == 0.07671
    assert ticks[9][3] == 0.07666
    assert ticks[9][4] == 0.07668
    assert ticks[9][5] == 16.65244264

    # Bittrex use-case (real data from Bittrex)
    # This ticker history is ordered ASC (oldest first, newest last)
    tick = [
        [1527827700000, 0.07659999, 0.0766, 0.07627, 0.07657998, 1.85216924],
        [1527828000000, 0.07657995, 0.07657995, 0.0763, 0.0763, 26.04051037],
        [1527828300000, 0.0763, 0.07659998, 0.0763, 0.0764, 10.36434124],
        [1527828600000, 0.0764, 0.0766, 0.0764, 0.0766, 5.71044773],
        [1527828900000, 0.0764, 0.07666998, 0.0764, 0.07666998, 47.48888565],
        [1527829200000, 0.0765, 0.07672999, 0.0765, 0.07672999, 3.37640326],
        [1527829500000, 0.0766, 0.07675, 0.0765, 0.07675, 8.36203831],
        [1527829800000, 0.07675, 0.07677999, 0.07620002, 0.076695, 119.22963884],
        [1527830100000, 0.076695, 0.07671, 0.07624171, 0.07671, 1.80689244],
        [1527830400000, 0.07671, 0.07674399, 0.07629216, 0.07655213, 2.31452783]
    ]
    type(api_mock).has = PropertyMock(return_value={'fetchOHLCV': True})
    api_mock.fetch_ohlcv = MagicMock(side_effect=make_fetch_ohlcv_mock(tick))
    exchange = get_patched_exchange(mocker, default_conf, api_mock)
    # Test the ticker history sort
    ticks = exchange.get_candle_history('ETH/BTC', default_conf['ticker_interval'])
    assert ticks[0][0] == 1527827700000
    assert ticks[0][1] == 0.07659999
    assert ticks[0][2] == 0.0766
    assert ticks[0][3] == 0.07627
    assert ticks[0][4] == 0.07657998
    assert ticks[0][5] == 1.85216924

    assert ticks[9][0] == 1527830400000
    assert ticks[9][1] == 0.07671
    assert ticks[9][2] == 0.07674399
    assert ticks[9][3] == 0.07629216
    assert ticks[9][4] == 0.07655213
    assert ticks[9][5] == 2.31452783


def test_cancel_order_dry_run(default_conf, mocker):
    default_conf['dry_run'] = True
    exchange = get_patched_exchange(mocker, default_conf)
    assert exchange.cancel_order(order_id='123', pair='TKN/BTC') is None


# Ensure that if not dry_run, we should call API
def test_cancel_order(default_conf, mocker):
    default_conf['dry_run'] = False
    api_mock = MagicMock()
    api_mock.cancel_order = MagicMock(return_value=123)
    exchange = get_patched_exchange(mocker, default_conf, api_mock)
    assert exchange.cancel_order(order_id='_', pair='TKN/BTC') == 123

    with pytest.raises(DependencyException):
        api_mock.cancel_order = MagicMock(side_effect=ccxt.InvalidOrder)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        exchange.cancel_order(order_id='_', pair='TKN/BTC')
    assert api_mock.cancel_order.call_count == API_RETRY_COUNT + 1

    ccxt_exceptionhandlers(mocker, default_conf, api_mock,
                           "cancel_order", "cancel_order",
                           order_id='_', pair='TKN/BTC')


def test_get_order(default_conf, mocker):
    default_conf['dry_run'] = True
    order = MagicMock()
    order.myid = 123
    exchange = get_patched_exchange(mocker, default_conf)
    exchange._dry_run_open_orders['X'] = order
    print(exchange.get_order('X', 'TKN/BTC'))
    assert exchange.get_order('X', 'TKN/BTC').myid == 123

    default_conf['dry_run'] = False
    api_mock = MagicMock()
    api_mock.fetch_order = MagicMock(return_value=456)
    exchange = get_patched_exchange(mocker, default_conf, api_mock)
    assert exchange.get_order('X', 'TKN/BTC') == 456

    with pytest.raises(DependencyException):
        api_mock.fetch_order = MagicMock(side_effect=ccxt.InvalidOrder)
        exchange = get_patched_exchange(mocker, default_conf, api_mock)
        exchange.get_order(order_id='_', pair='TKN/BTC')
    assert api_mock.fetch_order.call_count == API_RETRY_COUNT + 1

    ccxt_exceptionhandlers(mocker, default_conf, api_mock,
                           'get_order', 'fetch_order',
                           order_id='_', pair='TKN/BTC')


def test_name(default_conf, mocker):
    mocker.patch('freqtrade.exchange.Exchange.validate_pairs',
                 side_effect=lambda s: True)
    default_conf['exchange']['name'] = 'binance'
    exchange = Exchange(default_conf)

    assert exchange.name == 'Binance'


def test_id(default_conf, mocker):
    mocker.patch('freqtrade.exchange.Exchange.validate_pairs',
                 side_effect=lambda s: True)
    default_conf['exchange']['name'] = 'binance'
    exchange = Exchange(default_conf)
    assert exchange.id == 'binance'


def test_get_pair_detail_url(default_conf, mocker, caplog):
    mocker.patch('freqtrade.exchange.Exchange.validate_pairs',
                 side_effect=lambda s: True)
    default_conf['exchange']['name'] = 'binance'
    exchange = Exchange(default_conf)

    url = exchange.get_pair_detail_url('TKN/ETH')
    assert 'TKN' in url
    assert 'ETH' in url

    url = exchange.get_pair_detail_url('LOOONG/BTC')
    assert 'LOOONG' in url
    assert 'BTC' in url

    default_conf['exchange']['name'] = 'bittrex'
    exchange = Exchange(default_conf)

    url = exchange.get_pair_detail_url('TKN/ETH')
    assert 'TKN' in url
    assert 'ETH' in url

    url = exchange.get_pair_detail_url('LOOONG/BTC')
    assert 'LOOONG' in url
    assert 'BTC' in url

    default_conf['exchange']['name'] = 'poloniex'
    exchange = Exchange(default_conf)
    url = exchange.get_pair_detail_url('LOOONG/BTC')
    assert '' == url
    assert log_has('Could not get exchange url for Poloniex', caplog.record_tuples)


def test_get_trades_for_order(default_conf, mocker):
    order_id = 'ABCD-ABCD'
    since = datetime(2018, 5, 5)
    default_conf["dry_run"] = False
    mocker.patch('freqtrade.exchange.Exchange.exchange_has', return_value=True)
    api_mock = MagicMock()

    api_mock.fetch_my_trades = MagicMock(return_value=[{'id': 'TTR67E-3PFBD-76IISV',
                                                        'order': 'ABCD-ABCD',
                                                        'info': {'pair': 'XLTCZBTC',
                                                                 'time': 1519860024.4388,
                                                                 'type': 'buy',
                                                                 'ordertype': 'limit',
                                                                 'price': '20.00000',
                                                                 'cost': '38.62000',
                                                                 'fee': '0.06179',
                                                                 'vol': '5',
                                                                 'id': 'ABCD-ABCD'},
                                                        'timestamp': 1519860024438,
                                                        'datetime': '2018-02-28T23:20:24.438Z',
                                                        'symbol': 'LTC/BTC',
                                                        'type': 'limit',
                                                        'side': 'buy',
                                                        'price': 165.0,
                                                        'amount': 0.2340606,
                                                        'fee': {'cost': 0.06179, 'currency': 'BTC'}
                                                        }])
    exchange = get_patched_exchange(mocker, default_conf, api_mock)

    orders = exchange.get_trades_for_order(order_id, 'LTC/BTC', since)
    assert len(orders) == 1
    assert orders[0]['price'] == 165

    ccxt_exceptionhandlers(mocker, default_conf, api_mock,
                           'get_trades_for_order', 'fetch_my_trades',
                           order_id=order_id, pair='LTC/BTC', since=since)

    mocker.patch('freqtrade.exchange.Exchange.exchange_has', MagicMock(return_value=False))
    assert exchange.get_trades_for_order(order_id, 'LTC/BTC', since) == []


def test_get_markets(default_conf, mocker, markets):
    api_mock = MagicMock()
    api_mock.fetch_markets = markets
    exchange = get_patched_exchange(mocker, default_conf, api_mock)
    ret = exchange.get_markets()
    assert isinstance(ret, list)
    assert len(ret) == 6

    assert ret[0]["id"] == "ethbtc"
    assert ret[0]["symbol"] == "ETH/BTC"

    ccxt_exceptionhandlers(mocker, default_conf, api_mock,
                           'get_markets', 'fetch_markets')


def test_get_fee(default_conf, mocker):
    api_mock = MagicMock()
    api_mock.calculate_fee = MagicMock(return_value={
        'type': 'taker',
        'currency': 'BTC',
        'rate': 0.025,
        'cost': 0.05
    })
    exchange = get_patched_exchange(mocker, default_conf, api_mock)

    assert exchange.get_fee() == 0.025

    ccxt_exceptionhandlers(mocker, default_conf, api_mock,
                           'get_fee', 'calculate_fee')


def test_get_amount_lots(default_conf, mocker):
    api_mock = MagicMock()
    api_mock.amount_to_lots = MagicMock(return_value=1.0)
    api_mock.markets = None
    marketmock = MagicMock()
    api_mock.load_markets = marketmock
    exchange = get_patched_exchange(mocker, default_conf, api_mock)

    assert exchange.get_amount_lots('LTC/BTC', 1.54) == 1
    assert marketmock.call_count == 1