import re from pathlib import Path from unittest.mock import MagicMock, PropertyMock import pytest from freqtrade.commands import (start_create_userdir, start_download_data, start_hyperopt_list, start_hyperopt_show, start_list_exchanges, start_list_markets, start_list_hyperopts, start_list_strategies, start_list_timeframes, 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 from tests.conftest import (get_args, log_has, log_has_re, patch_exchange, patched_configuration_load_config_file) def test_setup_utils_configuration(): args = [ 'list-exchanges', '--config', 'config.json.example', ] config = setup_utils_configuration(get_args(args), RunMode.OTHER) assert "exchange" in config assert config['dry_run'] is True assert config['exchange']['key'] == '' assert config['exchange']['secret'] == '' 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 def test_list_exchanges(capsys): args = [ "list-exchanges", ] start_list_exchanges(get_args(args)) captured = capsys.readouterr() assert re.match(r"Exchanges available for Freqtrade.*", captured.out) 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) # 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$", captured.out, re.MULTILINE) def test_list_timeframes(mocker, capsys): api_mock = MagicMock() api_mock.timeframes = {'1m': 'oneMin', '5m': 'fiveMin', '30m': 'thirtyMin', '1h': 'hour', '1d': 'day', } patch_exchange(mocker, api_mock=api_mock) args = [ "list-timeframes", ] pargs = get_args(args) pargs['config'] = None with pytest.raises(OperationalException, match=r"This command requires a configured exchange.*"): start_list_timeframes(pargs) # Test with --config config.json.example args = [ "list-timeframes", '--config', 'config.json.example', ] start_list_timeframes(get_args(args)) captured = capsys.readouterr() assert re.match("Timeframes available for the exchange `Bittrex`: " "1m, 5m, 30m, 1h, 1d", captured.out) # Test with --exchange bittrex args = [ "list-timeframes", "--exchange", "bittrex", ] start_list_timeframes(get_args(args)) captured = capsys.readouterr() assert re.match("Timeframes available for the exchange `Bittrex`: " "1m, 5m, 30m, 1h, 1d", captured.out) api_mock.timeframes = {'1m': '1m', '5m': '5m', '15m': '15m', '30m': '30m', '1h': '1h', '6h': '6h', '12h': '12h', '1d': '1d', '3d': '3d', } patch_exchange(mocker, api_mock=api_mock, id='binance') # Test with --exchange binance args = [ "list-timeframes", "--exchange", "binance", ] start_list_timeframes(get_args(args)) captured = capsys.readouterr() assert re.match("Timeframes available for the exchange `Binance`: " "1m, 5m, 15m, 30m, 1h, 6h, 12h, 1d, 3d", captured.out) # Test with --one-column args = [ "list-timeframes", '--config', 'config.json.example', "--one-column", ] start_list_timeframes(get_args(args)) captured = capsys.readouterr() assert re.search(r"^1m$", 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) 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", ] pargs = get_args(args) pargs['config'] = None with pytest.raises(OperationalException, match=r"This command requires a configured exchange.*"): start_list_markets(pargs, False) # Test with --config config.json.example args = [ "list-markets", '--config', 'config.json.example', "--print-list", ] start_list_markets(get_args(args), False) captured = capsys.readouterr() 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" in captured.out) patch_exchange(mocker, api_mock=api_mock, id="binance") # Test with --exchange args = [ "list-markets", "--exchange", "binance" ] pargs = get_args(args) pargs['config'] = None start_list_markets(pargs, False) captured = capsys.readouterr() assert re.match("\nExchange Binance has 9 active markets:\n", captured.out) patch_exchange(mocker, api_mock=api_mock, id="bittrex") # Test with --all: all markets args = [ "list-markets", "--all", '--config', 'config.json.example', "--print-list", ] start_list_markets(get_args(args), False) captured = capsys.readouterr() 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) # Test list-pairs subcommand: active pairs args = [ "list-pairs", '--config', 'config.json.example', "--print-list", ] start_list_markets(get_args(args), True) captured = capsys.readouterr() assert ("Exchange Bittrex has 8 active pairs: " "BLK/BTC, ETH/BTC, ETH/USDT, LTC/BTC, LTC/USD, NEO/BTC, TKN/BTC, XRP/BTC.\n" in captured.out) # Test list-pairs subcommand with --all: all pairs args = [ "list-pairs", "--all", '--config', 'config.json.example', "--print-list", ] start_list_markets(get_args(args), True) captured = capsys.readouterr() 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) # active markets, base=ETH, LTC args = [ "list-markets", '--config', 'config.json.example', "--base", "ETH", "LTC", "--print-list", ] start_list_markets(get_args(args), False) captured = capsys.readouterr() assert ("Exchange Bittrex has 5 active markets with ETH, LTC as base currencies: " "ETH/BTC, ETH/USDT, LTC/BTC, LTC/USD, XLTCUSDT.\n" in captured.out) # active markets, base=LTC args = [ "list-markets", '--config', 'config.json.example', "--base", "LTC", "--print-list", ] start_list_markets(get_args(args), False) captured = capsys.readouterr() assert ("Exchange Bittrex has 3 active markets with LTC as base currency: " "LTC/BTC, LTC/USD, XLTCUSDT.\n" in captured.out) # active markets, quote=USDT, USD args = [ "list-markets", '--config', 'config.json.example', "--quote", "USDT", "USD", "--print-list", ] start_list_markets(get_args(args), False) captured = capsys.readouterr() assert ("Exchange Bittrex has 3 active markets with USDT, USD as quote currencies: " "ETH/USDT, LTC/USD, XLTCUSDT.\n" in captured.out) # active markets, quote=USDT args = [ "list-markets", '--config', 'config.json.example', "--quote", "USDT", "--print-list", ] start_list_markets(get_args(args), False) captured = capsys.readouterr() assert ("Exchange Bittrex has 2 active markets with USDT as quote currency: " "ETH/USDT, XLTCUSDT.\n" in captured.out) # active markets, base=LTC, quote=USDT args = [ "list-markets", '--config', 'config.json.example', "--base", "LTC", "--quote", "USDT", "--print-list", ] start_list_markets(get_args(args), False) captured = capsys.readouterr() assert ("Exchange Bittrex has 1 active market with LTC as base currency and " "with USDT as quote currency: XLTCUSDT.\n" in captured.out) # active pairs, base=LTC, quote=USDT args = [ "list-pairs", '--config', 'config.json.example', "--base", "LTC", "--quote", "USD", "--print-list", ] start_list_markets(get_args(args), True) captured = capsys.readouterr() assert ("Exchange Bittrex has 1 active pair with LTC as base currency and " "with USD as quote currency: LTC/USD.\n" in captured.out) # active markets, base=LTC, quote=USDT, NONEXISTENT args = [ "list-markets", '--config', 'config.json.example', "--base", "LTC", "--quote", "USDT", "NONEXISTENT", "--print-list", ] start_list_markets(get_args(args), False) captured = capsys.readouterr() assert ("Exchange Bittrex has 1 active market with LTC as base currency and " "with USDT, NONEXISTENT as quote currencies: XLTCUSDT.\n" in captured.out) # active markets, base=LTC, quote=NONEXISTENT args = [ "list-markets", '--config', 'config.json.example', "--base", "LTC", "--quote", "NONEXISTENT", "--print-list", ] 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 tabular output args = [ "list-markets", '--config', 'config.json.example', ] start_list_markets(get_args(args), False) captured = capsys.readouterr() assert ("Exchange Bittrex has 9 active markets:\n" in captured.out) # Test tabular output, no markets found args = [ "list-markets", '--config', 'config.json.example', "--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", '--config', 'config.json.example', "--print-json" ] start_list_markets(get_args(args), False) captured = capsys.readouterr() assert ('["BLK/BTC","ETH/BTC","ETH/USDT","LTC/BTC","LTC/USD","NEO/BTC",' '"TKN/BTC","XLTCUSDT","XRP/BTC"]' in captured.out) # Test --print-csv args = [ "list-markets", '--config', 'config.json.example', "--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) assert ("USD-LTC,LTC/USD,LTC,USD,True,True" in captured.out) # Test --one-column args = [ "list-markets", '--config', 'config.json.example', "--one-column" ] start_list_markets(get_args(args), False) captured = capsys.readouterr() assert re.search(r"^BLK/BTC$", captured.out, re.MULTILINE) assert re.search(r"^LTC/USD$", captured.out, re.MULTILINE) def test_create_datadir_failed(caplog): args = [ "create-userdir", ] with pytest.raises(SystemExit): start_create_userdir(get_args(args)) assert log_has("`create-userdir` requires --userdir to be set.", caplog) def test_create_datadir(caplog, mocker): # 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 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 def test_start_new_strategy(mocker, caplog): wt_mock = mocker.patch.object(Path, "write_text", MagicMock()) mocker.patch.object(Path, "exists", MagicMock(return_value=False)) 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)) 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)) 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)) def test_download_data_keyboardInterrupt(mocker, caplog, markets): dl_mock = mocker.patch('freqtrade.commands.data_commands.refresh_backtest_ohlcv_data', MagicMock(side_effect=KeyboardInterrupt)) patch_exchange(mocker) mocker.patch( 'freqtrade.exchange.Exchange.markets', PropertyMock(return_value=markets) ) args = [ "download-data", "--exchange", "binance", "--pairs", "ETH/BTC", "XRP/BTC", ] with pytest.raises(SystemExit): start_download_data(get_args(args)) assert dl_mock.call_count == 1 def test_download_data_no_markets(mocker, caplog): dl_mock = mocker.patch('freqtrade.commands.data_commands.refresh_backtest_ohlcv_data', MagicMock(return_value=["ETH/BTC", "XRP/BTC"])) patch_exchange(mocker, id='binance') mocker.patch( 'freqtrade.exchange.Exchange.markets', PropertyMock(return_value={}) ) args = [ "download-data", "--exchange", "binance", "--pairs", "ETH/BTC", "XRP/BTC", "--days", "20" ] start_download_data(get_args(args)) 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): 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", ] 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)) 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) def test_download_data_trades(mocker, caplog): dl_mock = mocker.patch('freqtrade.commands.data_commands.refresh_backtest_trades_data', MagicMock(return_value=[])) convert_mock = mocker.patch('freqtrade.commands.data_commands.convert_trades_to_ohlcv', 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 def test_start_list_strategies(mocker, caplog, capsys): args = [ "list-strategies", "--strategy-path", str(Path(__file__).parent.parent / "strategy"), "-1" ] pargs = get_args(args) # pargs['config'] = None start_list_strategies(pargs) captured = capsys.readouterr() assert "TestStrategyLegacy" in captured.out assert "legacy_strategy.py" not in captured.out assert "DefaultStrategy" in captured.out # Test regular output args = [ "list-strategies", "--strategy-path", str(Path(__file__).parent.parent / "strategy"), ] pargs = get_args(args) # pargs['config'] = None start_list_strategies(pargs) captured = capsys.readouterr() assert "TestStrategyLegacy" in captured.out assert "legacy_strategy.py" in captured.out assert "DefaultStrategy" in captured.out 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 def test_start_test_pairlist(mocker, caplog, tickers, default_conf, capsys): patch_exchange(mocker, mock_markets=True) mocker.patch.multiple('freqtrade.exchange.Exchange', exchange_has=MagicMock(return_value=True), get_tickers=tickers, ) 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" ] 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" ] 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" ] 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"]) 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"]) 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"]) 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", ] pargs = get_args(args) pargs['config'] = None start_hyperopt_show(pargs) captured = capsys.readouterr() assert " 12/12" in captured.out args = [ "hyperopt-show", "--best" ] 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" ] 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" ] 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" ] pargs = get_args(args) pargs['config'] = None start_hyperopt_show(pargs) captured = capsys.readouterr() assert " 10/12" in captured.out 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)