stable/tests/commands/test_commands.py

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import re
from pathlib import Path
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from unittest.mock import MagicMock, PropertyMock
import pytest
from freqtrade.commands import (start_convert_data, start_create_userdir,
start_download_data, start_hyperopt_list,
start_hyperopt_show, start_list_exchanges,
start_list_hyperopts, start_list_markets,
start_list_strategies, start_list_timeframes,
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start_new_hyperopt, start_new_strategy,
start_test_pairlist, start_trading)
from freqtrade.configuration import setup_utils_configuration
from freqtrade.exceptions import OperationalException
from freqtrade.state import RunMode
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from tests.conftest import (get_args, log_has, log_has_re, patch_exchange,
patched_configuration_load_config_file)
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def test_setup_utils_configuration():
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args = [
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'list-exchanges', '--config', 'config.json.example',
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]
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config = setup_utils_configuration(get_args(args), RunMode.OTHER)
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assert "exchange" in config
assert config['dry_run'] is True
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assert config['exchange']['key'] == ''
assert config['exchange']['secret'] == ''
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def test_start_trading_fail(mocker):
mocker.patch("freqtrade.worker.Worker.run", MagicMock(side_effect=OperationalException))
mocker.patch("freqtrade.worker.Worker.__init__", MagicMock(return_value=None))
exitmock = mocker.patch("freqtrade.worker.Worker.exit", MagicMock())
args = [
'trade',
'-c', 'config.json.example'
]
with pytest.raises(OperationalException):
start_trading(get_args(args))
assert exitmock.call_count == 1
exitmock.reset_mock()
mocker.patch("freqtrade.worker.Worker.__init__", MagicMock(side_effect=OperationalException))
with pytest.raises(OperationalException):
start_trading(get_args(args))
assert exitmock.call_count == 0
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def test_list_exchanges(capsys):
args = [
"list-exchanges",
]
start_list_exchanges(get_args(args))
captured = capsys.readouterr()
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assert re.match(r"Exchanges available for Freqtrade.*", captured.out)
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assert re.match(r".*binance,.*", captured.out)
assert re.match(r".*bittrex,.*", captured.out)
# Test with --one-column
args = [
"list-exchanges",
"--one-column",
]
start_list_exchanges(get_args(args))
captured = capsys.readouterr()
assert re.search(r"^binance$", captured.out, re.MULTILINE)
assert re.search(r"^bittrex$", captured.out, re.MULTILINE)
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# Test with --all
args = [
"list-exchanges",
"--all",
]
start_list_exchanges(get_args(args))
captured = capsys.readouterr()
assert re.match(r"All exchanges supported by the ccxt library.*", captured.out)
assert re.match(r".*binance,.*", captured.out)
assert re.match(r".*bittrex,.*", captured.out)
assert re.match(r".*bitmex,.*", captured.out)
# Test with --one-column --all
args = [
"list-exchanges",
"--one-column",
"--all",
]
start_list_exchanges(get_args(args))
captured = capsys.readouterr()
assert re.search(r"^binance$", captured.out, re.MULTILINE)
assert re.search(r"^bittrex$", captured.out, re.MULTILINE)
assert re.search(r"^bitmex$", captured.out, re.MULTILINE)
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def test_list_timeframes(mocker, capsys):
api_mock = MagicMock()
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api_mock.timeframes = {'1m': 'oneMin',
'5m': 'fiveMin',
'30m': 'thirtyMin',
'1h': 'hour',
'1d': 'day',
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}
patch_exchange(mocker, api_mock=api_mock)
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args = [
"list-timeframes",
]
pargs = get_args(args)
pargs['config'] = None
with pytest.raises(OperationalException,
match=r"This command requires a configured exchange.*"):
start_list_timeframes(pargs)
# Test with --config config.json.example
args = [
"list-timeframes",
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'--config', 'config.json.example',
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]
start_list_timeframes(get_args(args))
captured = capsys.readouterr()
assert re.match("Timeframes available for the exchange `Bittrex`: "
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"1m, 5m, 30m, 1h, 1d",
captured.out)
# Test with --exchange bittrex
args = [
"list-timeframes",
"--exchange", "bittrex",
]
start_list_timeframes(get_args(args))
captured = capsys.readouterr()
assert re.match("Timeframes available for the exchange `Bittrex`: "
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"1m, 5m, 30m, 1h, 1d",
captured.out)
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api_mock.timeframes = {'1m': '1m',
'5m': '5m',
'15m': '15m',
'30m': '30m',
'1h': '1h',
'6h': '6h',
'12h': '12h',
'1d': '1d',
'3d': '3d',
}
patch_exchange(mocker, api_mock=api_mock, id='binance')
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# Test with --exchange binance
args = [
"list-timeframes",
"--exchange", "binance",
]
start_list_timeframes(get_args(args))
captured = capsys.readouterr()
assert re.match("Timeframes available for the exchange `Binance`: "
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"1m, 5m, 15m, 30m, 1h, 6h, 12h, 1d, 3d",
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captured.out)
# Test with --one-column
args = [
"list-timeframes",
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'--config', 'config.json.example',
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"--one-column",
]
start_list_timeframes(get_args(args))
captured = capsys.readouterr()
assert re.search(r"^1m$", captured.out, re.MULTILINE)
assert re.search(r"^5m$", captured.out, re.MULTILINE)
assert re.search(r"^1h$", captured.out, re.MULTILINE)
assert re.search(r"^1d$", captured.out, re.MULTILINE)
# Test with --exchange binance --one-column
args = [
"list-timeframes",
"--exchange", "binance",
"--one-column",
]
start_list_timeframes(get_args(args))
captured = capsys.readouterr()
assert re.search(r"^1m$", captured.out, re.MULTILINE)
assert re.search(r"^5m$", captured.out, re.MULTILINE)
assert re.search(r"^1h$", captured.out, re.MULTILINE)
assert re.search(r"^1d$", captured.out, re.MULTILINE)
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def test_list_markets(mocker, markets, capsys):
api_mock = MagicMock()
api_mock.markets = markets
patch_exchange(mocker, api_mock=api_mock)
# Test with no --config
args = [
"list-markets",
]
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pargs = get_args(args)
pargs['config'] = None
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with pytest.raises(OperationalException,
match=r"This command requires a configured exchange.*"):
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start_list_markets(pargs, False)
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# Test with --config config.json.example
args = [
"list-markets",
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'--config', 'config.json.example',
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"--print-list",
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]
start_list_markets(get_args(args), False)
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captured = capsys.readouterr()
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assert ("Exchange Bittrex has 9 active markets: "
"BLK/BTC, ETH/BTC, ETH/USDT, LTC/BTC, LTC/USD, NEO/BTC, TKN/BTC, XLTCUSDT, XRP/BTC.\n"
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in captured.out)
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patch_exchange(mocker, api_mock=api_mock, id="binance")
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# Test with --exchange
args = [
"list-markets",
"--exchange", "binance"
]
pargs = get_args(args)
pargs['config'] = None
start_list_markets(pargs, False)
captured = capsys.readouterr()
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assert re.match("\nExchange Binance has 9 active markets:\n",
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captured.out)
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patch_exchange(mocker, api_mock=api_mock, id="bittrex")
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# Test with --all: all markets
args = [
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"list-markets", "--all",
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'--config', 'config.json.example',
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"--print-list",
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]
start_list_markets(get_args(args), False)
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captured = capsys.readouterr()
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assert ("Exchange Bittrex has 11 markets: "
"BLK/BTC, BTT/BTC, ETH/BTC, ETH/USDT, LTC/BTC, LTC/USD, LTC/USDT, NEO/BTC, "
"TKN/BTC, XLTCUSDT, XRP/BTC.\n"
in captured.out)
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# Test list-pairs subcommand: active pairs
args = [
"list-pairs",
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'--config', 'config.json.example',
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"--print-list",
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]
start_list_markets(get_args(args), True)
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captured = capsys.readouterr()
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assert ("Exchange Bittrex has 8 active pairs: "
"BLK/BTC, ETH/BTC, ETH/USDT, LTC/BTC, LTC/USD, NEO/BTC, TKN/BTC, XRP/BTC.\n"
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in captured.out)
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# Test list-pairs subcommand with --all: all pairs
args = [
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"list-pairs", "--all",
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'--config', 'config.json.example',
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"--print-list",
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]
start_list_markets(get_args(args), True)
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captured = capsys.readouterr()
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assert ("Exchange Bittrex has 10 pairs: "
"BLK/BTC, BTT/BTC, ETH/BTC, ETH/USDT, LTC/BTC, LTC/USD, LTC/USDT, NEO/BTC, "
"TKN/BTC, XRP/BTC.\n"
in captured.out)
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# active markets, base=ETH, LTC
args = [
"list-markets",
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'--config', 'config.json.example',
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"--base", "ETH", "LTC",
"--print-list",
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]
start_list_markets(get_args(args), False)
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captured = capsys.readouterr()
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assert ("Exchange Bittrex has 5 active markets with ETH, LTC as base currencies: "
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"ETH/BTC, ETH/USDT, LTC/BTC, LTC/USD, XLTCUSDT.\n"
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in captured.out)
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# active markets, base=LTC
args = [
"list-markets",
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'--config', 'config.json.example',
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"--base", "LTC",
"--print-list",
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]
start_list_markets(get_args(args), False)
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captured = capsys.readouterr()
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assert ("Exchange Bittrex has 3 active markets with LTC as base currency: "
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"LTC/BTC, LTC/USD, XLTCUSDT.\n"
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in captured.out)
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# active markets, quote=USDT, USD
args = [
"list-markets",
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'--config', 'config.json.example',
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"--quote", "USDT", "USD",
"--print-list",
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]
start_list_markets(get_args(args), False)
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captured = capsys.readouterr()
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assert ("Exchange Bittrex has 3 active markets with USDT, USD as quote currencies: "
"ETH/USDT, LTC/USD, XLTCUSDT.\n"
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in captured.out)
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# active markets, quote=USDT
args = [
"list-markets",
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'--config', 'config.json.example',
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"--quote", "USDT",
"--print-list",
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]
start_list_markets(get_args(args), False)
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captured = capsys.readouterr()
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assert ("Exchange Bittrex has 2 active markets with USDT as quote currency: "
"ETH/USDT, XLTCUSDT.\n"
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in captured.out)
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# active markets, base=LTC, quote=USDT
args = [
"list-markets",
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'--config', 'config.json.example',
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"--base", "LTC", "--quote", "USDT",
"--print-list",
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]
start_list_markets(get_args(args), False)
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captured = capsys.readouterr()
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assert ("Exchange Bittrex has 1 active market with LTC as base currency and "
"with USDT as quote currency: XLTCUSDT.\n"
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in captured.out)
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# active pairs, base=LTC, quote=USDT
args = [
"list-pairs",
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'--config', 'config.json.example',
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"--base", "LTC", "--quote", "USD",
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"--print-list",
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]
start_list_markets(get_args(args), True)
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captured = capsys.readouterr()
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assert ("Exchange Bittrex has 1 active pair with LTC as base currency and "
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"with USD as quote currency: LTC/USD.\n"
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in captured.out)
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# active markets, base=LTC, quote=USDT, NONEXISTENT
args = [
"list-markets",
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'--config', 'config.json.example',
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"--base", "LTC", "--quote", "USDT", "NONEXISTENT",
"--print-list",
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]
start_list_markets(get_args(args), False)
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captured = capsys.readouterr()
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assert ("Exchange Bittrex has 1 active market with LTC as base currency and "
"with USDT, NONEXISTENT as quote currencies: XLTCUSDT.\n"
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in captured.out)
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# active markets, base=LTC, quote=NONEXISTENT
args = [
"list-markets",
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'--config', 'config.json.example',
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"--base", "LTC", "--quote", "NONEXISTENT",
"--print-list",
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]
start_list_markets(get_args(args), False)
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captured = capsys.readouterr()
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assert ("Exchange Bittrex has 0 active markets with LTC as base currency and "
"with NONEXISTENT as quote currency.\n"
in captured.out)
# Test tabular output
args = [
"list-markets",
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'--config', 'config.json.example',
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]
start_list_markets(get_args(args), False)
captured = capsys.readouterr()
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assert ("Exchange Bittrex has 9 active markets:\n"
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in captured.out)
# Test tabular output, no markets found
args = [
"list-markets",
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'--config', 'config.json.example',
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"--base", "LTC", "--quote", "NONEXISTENT",
]
start_list_markets(get_args(args), False)
captured = capsys.readouterr()
assert ("Exchange Bittrex has 0 active markets with LTC as base currency and "
"with NONEXISTENT as quote currency.\n"
in captured.out)
# Test --print-json
args = [
"list-markets",
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'--config', 'config.json.example',
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"--print-json"
]
start_list_markets(get_args(args), False)
captured = capsys.readouterr()
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assert ('["BLK/BTC","ETH/BTC","ETH/USDT","LTC/BTC","LTC/USD","NEO/BTC",'
'"TKN/BTC","XLTCUSDT","XRP/BTC"]'
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in captured.out)
# Test --print-csv
args = [
"list-markets",
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'--config', 'config.json.example',
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"--print-csv"
]
start_list_markets(get_args(args), False)
captured = capsys.readouterr()
assert ("Id,Symbol,Base,Quote,Active,Is pair" in captured.out)
assert ("blkbtc,BLK/BTC,BLK,BTC,True,True" in captured.out)
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assert ("USD-LTC,LTC/USD,LTC,USD,True,True" in captured.out)
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# Test --one-column
args = [
"list-markets",
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'--config', 'config.json.example',
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"--one-column"
]
start_list_markets(get_args(args), False)
captured = capsys.readouterr()
assert re.search(r"^BLK/BTC$", captured.out, re.MULTILINE)
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assert re.search(r"^LTC/USD$", captured.out, re.MULTILINE)
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def test_create_datadir_failed(caplog):
args = [
"create-userdir",
]
with pytest.raises(SystemExit):
start_create_userdir(get_args(args))
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assert log_has("`create-userdir` requires --userdir to be set.", caplog)
def test_create_datadir(caplog, mocker):
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# Ensure that caplog is empty before starting ...
# Should prevent random failures.
caplog.clear()
# Added assert here to analyze random test-failures ...
assert len(caplog.record_tuples) == 0
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cud = mocker.patch("freqtrade.commands.deploy_commands.create_userdata_dir", MagicMock())
csf = mocker.patch("freqtrade.commands.deploy_commands.copy_sample_files", MagicMock())
args = [
"create-userdir",
"--userdir",
"/temp/freqtrade/test"
]
start_create_userdir(get_args(args))
assert cud.call_count == 1
assert csf.call_count == 1
assert len(caplog.record_tuples) == 0
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def test_start_new_strategy(mocker, caplog):
wt_mock = mocker.patch.object(Path, "write_text", MagicMock())
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mocker.patch.object(Path, "exists", MagicMock(return_value=False))
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args = [
"new-strategy",
"--strategy",
"CoolNewStrategy"
]
start_new_strategy(get_args(args))
assert wt_mock.call_count == 1
assert "CoolNewStrategy" in wt_mock.call_args_list[0][0][0]
assert log_has_re("Writing strategy to .*", caplog)
def test_start_new_strategy_DefaultStrat(mocker, caplog):
args = [
"new-strategy",
"--strategy",
"DefaultStrategy"
]
with pytest.raises(OperationalException,
match=r"DefaultStrategy is not allowed as name\."):
start_new_strategy(get_args(args))
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def test_start_new_strategy_no_arg(mocker, caplog):
args = [
"new-strategy",
]
with pytest.raises(OperationalException,
match="`new-strategy` requires --strategy to be set."):
start_new_strategy(get_args(args))
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def test_start_new_hyperopt(mocker, caplog):
wt_mock = mocker.patch.object(Path, "write_text", MagicMock())
mocker.patch.object(Path, "exists", MagicMock(return_value=False))
args = [
"new-hyperopt",
"--hyperopt",
"CoolNewhyperopt"
]
start_new_hyperopt(get_args(args))
assert wt_mock.call_count == 1
assert "CoolNewhyperopt" in wt_mock.call_args_list[0][0][0]
assert log_has_re("Writing hyperopt to .*", caplog)
def test_start_new_hyperopt_DefaultHyperopt(mocker, caplog):
args = [
"new-hyperopt",
"--hyperopt",
"DefaultHyperopt"
]
with pytest.raises(OperationalException,
match=r"DefaultHyperopt is not allowed as name\."):
start_new_hyperopt(get_args(args))
def test_start_new_hyperopt_no_arg(mocker, caplog):
args = [
"new-hyperopt",
]
with pytest.raises(OperationalException,
match="`new-hyperopt` requires --hyperopt to be set."):
start_new_hyperopt(get_args(args))
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def test_download_data_keyboardInterrupt(mocker, caplog, markets):
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dl_mock = mocker.patch('freqtrade.commands.data_commands.refresh_backtest_ohlcv_data',
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MagicMock(side_effect=KeyboardInterrupt))
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patch_exchange(mocker)
mocker.patch(
'freqtrade.exchange.Exchange.markets', PropertyMock(return_value=markets)
)
args = [
"download-data",
"--exchange", "binance",
"--pairs", "ETH/BTC", "XRP/BTC",
]
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with pytest.raises(SystemExit):
start_download_data(get_args(args))
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assert dl_mock.call_count == 1
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def test_download_data_no_markets(mocker, caplog):
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dl_mock = mocker.patch('freqtrade.commands.data_commands.refresh_backtest_ohlcv_data',
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MagicMock(return_value=["ETH/BTC", "XRP/BTC"]))
patch_exchange(mocker, id='binance')
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mocker.patch(
'freqtrade.exchange.Exchange.markets', PropertyMock(return_value={})
)
args = [
"download-data",
"--exchange", "binance",
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"--pairs", "ETH/BTC", "XRP/BTC",
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"--days", "20"
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]
start_download_data(get_args(args))
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assert dl_mock.call_args[1]['timerange'].starttype == "date"
assert log_has("Pairs [ETH/BTC,XRP/BTC] not available on exchange Binance.", caplog)
def test_download_data_no_exchange(mocker, caplog):
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mocker.patch('freqtrade.commands.data_commands.refresh_backtest_ohlcv_data',
MagicMock(return_value=["ETH/BTC", "XRP/BTC"]))
patch_exchange(mocker)
mocker.patch(
'freqtrade.exchange.Exchange.markets', PropertyMock(return_value={})
)
args = [
"download-data",
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]
pargs = get_args(args)
pargs['config'] = None
with pytest.raises(OperationalException,
match=r"This command requires a configured exchange.*"):
start_download_data(pargs)
def test_download_data_no_pairs(mocker, caplog):
mocker.patch.object(Path, "exists", MagicMock(return_value=False))
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mocker.patch('freqtrade.commands.data_commands.refresh_backtest_ohlcv_data',
MagicMock(return_value=["ETH/BTC", "XRP/BTC"]))
patch_exchange(mocker)
mocker.patch(
'freqtrade.exchange.Exchange.markets', PropertyMock(return_value={})
)
args = [
"download-data",
"--exchange",
"binance",
]
pargs = get_args(args)
pargs['config'] = None
with pytest.raises(OperationalException,
match=r"Downloading data requires a list of pairs\..*"):
start_download_data(pargs)
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def test_download_data_trades(mocker, caplog):
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dl_mock = mocker.patch('freqtrade.commands.data_commands.refresh_backtest_trades_data',
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MagicMock(return_value=[]))
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convert_mock = mocker.patch('freqtrade.commands.data_commands.convert_trades_to_ohlcv',
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MagicMock(return_value=[]))
patch_exchange(mocker)
mocker.patch(
'freqtrade.exchange.Exchange.markets', PropertyMock(return_value={})
)
args = [
"download-data",
"--exchange", "kraken",
"--pairs", "ETH/BTC", "XRP/BTC",
"--days", "20",
"--dl-trades"
]
start_download_data(get_args(args))
assert dl_mock.call_args[1]['timerange'].starttype == "date"
assert dl_mock.call_count == 1
assert convert_mock.call_count == 1
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def test_start_list_strategies(mocker, caplog, capsys):
args = [
"list-strategies",
"--strategy-path",
str(Path(__file__).parent.parent / "strategy"),
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"-1"
]
pargs = get_args(args)
# pargs['config'] = None
start_list_strategies(pargs)
captured = capsys.readouterr()
assert "TestStrategyLegacy" in captured.out
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assert "legacy_strategy.py" not in captured.out
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assert "DefaultStrategy" in captured.out
# Test regular output
args = [
"list-strategies",
"--strategy-path",
str(Path(__file__).parent.parent / "strategy"),
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]
pargs = get_args(args)
# pargs['config'] = None
start_list_strategies(pargs)
captured = capsys.readouterr()
assert "TestStrategyLegacy" in captured.out
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assert "legacy_strategy.py" in captured.out
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assert "DefaultStrategy" in captured.out
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def test_start_list_hyperopts(mocker, caplog, capsys):
args = [
"list-hyperopts",
"--hyperopt-path",
str(Path(__file__).parent.parent / "optimize"),
"-1"
]
pargs = get_args(args)
# pargs['config'] = None
start_list_hyperopts(pargs)
captured = capsys.readouterr()
assert "TestHyperoptLegacy" not in captured.out
assert "legacy_hyperopt.py" not in captured.out
assert "DefaultHyperOpt" in captured.out
assert "test_hyperopt.py" not in captured.out
# Test regular output
args = [
"list-hyperopts",
"--hyperopt-path",
str(Path(__file__).parent.parent / "optimize"),
]
pargs = get_args(args)
# pargs['config'] = None
start_list_hyperopts(pargs)
captured = capsys.readouterr()
assert "TestHyperoptLegacy" not in captured.out
assert "legacy_hyperopt.py" not in captured.out
assert "DefaultHyperOpt" in captured.out
assert "test_hyperopt.py" in captured.out
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def test_start_test_pairlist(mocker, caplog, tickers, default_conf, capsys):
patch_exchange(mocker, mock_markets=True)
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mocker.patch.multiple('freqtrade.exchange.Exchange',
exchange_has=MagicMock(return_value=True),
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get_tickers=tickers,
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)
default_conf['pairlists'] = [
{
"method": "VolumePairList",
"number_assets": 5,
"sort_key": "quoteVolume",
},
{"method": "PrecisionFilter"},
{"method": "PriceFilter", "low_price_ratio": 0.02},
]
patched_configuration_load_config_file(mocker, default_conf)
args = [
'test-pairlist',
'-c', 'config.json.example'
]
start_test_pairlist(get_args(args))
assert log_has_re(r"^Using resolved pairlist VolumePairList.*", caplog)
assert log_has_re(r"^Using resolved pairlist PrecisionFilter.*", caplog)
assert log_has_re(r"^Using resolved pairlist PriceFilter.*", caplog)
captured = capsys.readouterr()
assert re.match(r"Pairs for .*", captured.out)
assert re.match("['ETH/BTC', 'TKN/BTC', 'BLK/BTC', 'LTC/BTC', 'XRP/BTC']", captured.out)
def test_hyperopt_list(mocker, capsys, hyperopt_results):
mocker.patch(
'freqtrade.optimize.hyperopt.Hyperopt.load_previous_results',
MagicMock(return_value=hyperopt_results)
)
args = [
"hyperopt-list",
"--no-details"
]
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pargs = get_args(args)
pargs['config'] = None
start_hyperopt_list(pargs)
captured = capsys.readouterr()
assert all(x in captured.out
for x in [" 1/12", " 2/12", " 3/12", " 4/12", " 5/12",
" 6/12", " 7/12", " 8/12", " 9/12", " 10/12",
" 11/12", " 12/12"])
args = [
"hyperopt-list",
"--best",
"--no-details"
]
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pargs = get_args(args)
pargs['config'] = None
start_hyperopt_list(pargs)
captured = capsys.readouterr()
assert all(x in captured.out
for x in [" 1/12", " 5/12", " 10/12"])
assert all(x not in captured.out
for x in [" 2/12", " 3/12", " 4/12", " 6/12", " 7/12", " 8/12", " 9/12",
" 11/12", " 12/12"])
args = [
"hyperopt-list",
"--profitable",
"--no-details"
]
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pargs = get_args(args)
pargs['config'] = None
start_hyperopt_list(pargs)
captured = capsys.readouterr()
assert all(x in captured.out
for x in [" 2/12", " 10/12"])
assert all(x not in captured.out
for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 6/12", " 7/12", " 8/12", " 9/12",
" 11/12", " 12/12"])
args = [
"hyperopt-list",
"--no-details",
"--no-color",
"--min-trades", "20"
]
pargs = get_args(args)
pargs['config'] = None
start_hyperopt_list(pargs)
captured = capsys.readouterr()
assert all(x in captured.out
for x in [" 3/12", " 6/12", " 7/12", " 9/12", " 11/12"])
assert all(x not in captured.out
for x in [" 1/12", " 2/12", " 4/12", " 5/12", " 8/12", " 10/12", " 12/12"])
args = [
"hyperopt-list",
"--profitable",
"--no-details",
"--max-trades", "20"
]
pargs = get_args(args)
pargs['config'] = None
start_hyperopt_list(pargs)
captured = capsys.readouterr()
assert all(x in captured.out
for x in [" 2/12", " 10/12"])
assert all(x not in captured.out
for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 6/12", " 7/12", " 8/12", " 9/12",
" 11/12", " 12/12"])
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args = [
"hyperopt-list",
"--profitable",
"--no-details",
"--min-avg-profit", "0.11"
]
pargs = get_args(args)
pargs['config'] = None
start_hyperopt_list(pargs)
captured = capsys.readouterr()
assert all(x in captured.out
for x in [" 2/12"])
assert all(x not in captured.out
for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 6/12", " 7/12", " 8/12", " 9/12",
" 10/12", " 11/12", " 12/12"])
args = [
"hyperopt-list",
"--no-details",
"--max-avg-profit", "0.10"
]
pargs = get_args(args)
pargs['config'] = None
start_hyperopt_list(pargs)
captured = capsys.readouterr()
assert all(x in captured.out
for x in [" 1/12", " 3/12", " 5/12", " 6/12", " 7/12", " 8/12", " 9/12",
" 11/12"])
assert all(x not in captured.out
for x in [" 2/12", " 4/12", " 10/12", " 12/12"])
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args = [
"hyperopt-list",
"--no-details",
"--min-total-profit", "0.4"
]
pargs = get_args(args)
pargs['config'] = None
start_hyperopt_list(pargs)
captured = capsys.readouterr()
assert all(x in captured.out
for x in [" 10/12"])
assert all(x not in captured.out
for x in [" 1/12", " 2/12", " 3/12", " 4/12", " 5/12", " 6/12", " 7/12", " 8/12",
" 9/12", " 11/12", " 12/12"])
args = [
"hyperopt-list",
"--no-details",
"--max-total-profit", "0.4"
]
pargs = get_args(args)
pargs['config'] = None
start_hyperopt_list(pargs)
captured = capsys.readouterr()
assert all(x in captured.out
for x in [" 1/12", " 2/12", " 3/12", " 5/12", " 6/12", " 7/12", " 8/12",
" 9/12", " 11/12"])
assert all(x not in captured.out
for x in [" 4/12", " 10/12", " 12/12"])
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args = [
"hyperopt-list",
"--profitable",
"--no-details",
"--min-avg-time", "2000"
]
pargs = get_args(args)
pargs['config'] = None
start_hyperopt_list(pargs)
captured = capsys.readouterr()
assert all(x in captured.out
for x in [" 10/12"])
assert all(x not in captured.out
for x in [" 1/12", " 2/12", " 3/12", " 4/12", " 5/12", " 6/12", " 7/12",
" 8/12", " 9/12", " 11/12", " 12/12"])
args = [
"hyperopt-list",
"--no-details",
"--max-avg-time", "1500"
]
pargs = get_args(args)
pargs['config'] = None
start_hyperopt_list(pargs)
captured = capsys.readouterr()
assert all(x in captured.out
for x in [" 2/12", " 6/12"])
assert all(x not in captured.out
for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 7/12", " 8/12"
" 9/12", " 10/12", " 11/12", " 12/12"])
def test_hyperopt_show(mocker, capsys, hyperopt_results):
mocker.patch(
'freqtrade.optimize.hyperopt.Hyperopt.load_previous_results',
MagicMock(return_value=hyperopt_results)
)
args = [
"hyperopt-show",
]
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pargs = get_args(args)
pargs['config'] = None
start_hyperopt_show(pargs)
captured = capsys.readouterr()
assert " 12/12" in captured.out
args = [
"hyperopt-show",
"--best"
]
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pargs = get_args(args)
pargs['config'] = None
start_hyperopt_show(pargs)
captured = capsys.readouterr()
assert " 10/12" in captured.out
args = [
"hyperopt-show",
"-n", "1"
]
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pargs = get_args(args)
pargs['config'] = None
start_hyperopt_show(pargs)
captured = capsys.readouterr()
assert " 1/12" in captured.out
args = [
"hyperopt-show",
"--best",
"-n", "2"
]
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pargs = get_args(args)
pargs['config'] = None
start_hyperopt_show(pargs)
captured = capsys.readouterr()
assert " 5/12" in captured.out
args = [
"hyperopt-show",
"--best",
"-n", "-1"
]
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pargs = get_args(args)
pargs['config'] = None
start_hyperopt_show(pargs)
captured = capsys.readouterr()
assert " 10/12" in captured.out
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args = [
"hyperopt-show",
"--best",
"-n", "-4"
]
pargs = get_args(args)
pargs['config'] = None
with pytest.raises(OperationalException,
match="The index of the epoch to show should be greater than -4."):
start_hyperopt_show(pargs)
args = [
"hyperopt-show",
"--best",
"-n", "4"
]
pargs = get_args(args)
pargs['config'] = None
with pytest.raises(OperationalException,
match="The index of the epoch to show should be less than 4."):
start_hyperopt_show(pargs)
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def test_convert_data(mocker, testdatadir):
ohlcv_mock = mocker.patch("freqtrade.commands.data_commands.convert_ohlcv_format")
trades_mock = mocker.patch("freqtrade.commands.data_commands.convert_trades_format")
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args = [
"convert-data",
"--format-from",
"json",
"--format-to",
"jsongz",
"--datadir",
str(testdatadir),
]
pargs = get_args(args)
pargs['config'] = None
start_convert_data(pargs, True)
assert trades_mock.call_count == 0
assert ohlcv_mock.call_count == 1
assert ohlcv_mock.call_args[1]['convert_from'] == 'json'
assert ohlcv_mock.call_args[1]['convert_to'] == 'jsongz'
assert ohlcv_mock.call_args[1]['erase'] is False
def test_convert_data_trades(mocker, testdatadir):
ohlcv_mock = mocker.patch("freqtrade.commands.data_commands.convert_ohlcv_format")
trades_mock = mocker.patch("freqtrade.commands.data_commands.convert_trades_format")
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args = [
"convert-trade-data",
"--format-from",
"jsongz",
"--format-to",
"json",
"--datadir",
str(testdatadir),
]
pargs = get_args(args)
pargs['config'] = None
start_convert_data(pargs, False)
assert ohlcv_mock.call_count == 0
assert trades_mock.call_count == 1
assert trades_mock.call_args[1]['convert_from'] == 'jsongz'
assert trades_mock.call_args[1]['convert_to'] == 'json'
assert trades_mock.call_args[1]['erase'] is False