Merge pull request #6685 from freqtrade/bt_load_history
Backtesting load history
This commit is contained in:
@@ -1429,7 +1429,7 @@ def test_backtesting_show(mocker, testdatadir, capsys):
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args = [
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"backtesting-show",
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"--export-filename",
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f"{testdatadir / 'backtest-result_new.json'}",
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f"{testdatadir / 'backtest_results/backtest-result_new.json'}",
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"--show-pair-list"
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]
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pargs = get_args(args)
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@@ -27,18 +27,19 @@ def test_get_latest_backtest_filename(testdatadir, mocker):
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with pytest.raises(ValueError,
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match=r"Directory .* does not seem to contain .*"):
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get_latest_backtest_filename(testdatadir.parent)
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get_latest_backtest_filename(testdatadir)
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res = get_latest_backtest_filename(testdatadir)
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testdir_bt = testdatadir / "backtest_results"
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res = get_latest_backtest_filename(testdir_bt)
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assert res == 'backtest-result_new.json'
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res = get_latest_backtest_filename(str(testdatadir))
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res = get_latest_backtest_filename(str(testdir_bt))
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assert res == 'backtest-result_new.json'
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mocker.patch("freqtrade.data.btanalysis.json_load", return_value={})
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with pytest.raises(ValueError, match=r"Invalid '.last_result.json' format."):
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get_latest_backtest_filename(testdatadir)
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get_latest_backtest_filename(testdir_bt)
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def test_get_latest_hyperopt_file(testdatadir):
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@@ -81,7 +82,7 @@ def test_load_backtest_data_old_format(testdatadir, mocker):
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def test_load_backtest_data_new_format(testdatadir):
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filename = testdatadir / "backtest-result_new.json"
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filename = testdatadir / "backtest_results/backtest-result_new.json"
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bt_data = load_backtest_data(filename)
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assert isinstance(bt_data, DataFrame)
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assert set(bt_data.columns) == set(BT_DATA_COLUMNS + ['close_timestamp', 'open_timestamp'])
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@@ -92,19 +93,19 @@ def test_load_backtest_data_new_format(testdatadir):
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assert bt_data.equals(bt_data2)
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# Test loading from folder (must yield same result)
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bt_data3 = load_backtest_data(testdatadir)
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bt_data3 = load_backtest_data(testdatadir / "backtest_results")
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assert bt_data.equals(bt_data3)
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with pytest.raises(ValueError, match=r"File .* does not exist\."):
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load_backtest_data(str("filename") + "nofile")
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with pytest.raises(ValueError, match=r"Unknown dataformat."):
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load_backtest_data(testdatadir / LAST_BT_RESULT_FN)
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load_backtest_data(testdatadir / "backtest_results" / LAST_BT_RESULT_FN)
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def test_load_backtest_data_multi(testdatadir):
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filename = testdatadir / "backtest-result_multistrat.json"
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filename = testdatadir / "backtest_results/backtest-result_multistrat.json"
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for strategy in ('StrategyTestV2', 'TestStrategy'):
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bt_data = load_backtest_data(filename, strategy=strategy)
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assert isinstance(bt_data, DataFrame)
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@@ -182,7 +183,7 @@ def test_extract_trades_of_period(testdatadir):
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def test_analyze_trade_parallelism(testdatadir):
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filename = testdatadir / "backtest-result_new.json"
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filename = testdatadir / "backtest_results/backtest-result_new.json"
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bt_data = load_backtest_data(filename)
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res = analyze_trade_parallelism(bt_data, "5m")
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@@ -256,7 +257,7 @@ def test_combine_dataframes_with_mean_no_data(testdatadir):
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def test_create_cum_profit(testdatadir):
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filename = testdatadir / "backtest-result_new.json"
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filename = testdatadir / "backtest_results/backtest-result_new.json"
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bt_data = load_backtest_data(filename)
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timerange = TimeRange.parse_timerange("20180110-20180112")
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@@ -272,7 +273,7 @@ def test_create_cum_profit(testdatadir):
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def test_create_cum_profit1(testdatadir):
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filename = testdatadir / "backtest-result_new.json"
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filename = testdatadir / "backtest_results/backtest-result_new.json"
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bt_data = load_backtest_data(filename)
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# Move close-time to "off" the candle, to make sure the logic still works
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bt_data.loc[:, 'close_date'] = bt_data.loc[:, 'close_date'] + DateOffset(seconds=20)
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@@ -294,7 +295,7 @@ def test_create_cum_profit1(testdatadir):
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def test_calculate_max_drawdown(testdatadir):
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filename = testdatadir / "backtest-result_new.json"
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filename = testdatadir / "backtest_results/backtest-result_new.json"
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bt_data = load_backtest_data(filename)
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_, hdate, lowdate, hval, lval, drawdown = calculate_max_drawdown(
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bt_data, value_col="profit_abs")
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@@ -318,7 +319,7 @@ def test_calculate_max_drawdown(testdatadir):
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def test_calculate_csum(testdatadir):
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filename = testdatadir / "backtest-result_new.json"
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filename = testdatadir / "backtest_results/backtest-result_new.json"
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bt_data = load_backtest_data(filename)
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csum_min, csum_max = calculate_csum(bt_data)
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@@ -228,7 +228,7 @@ def test_generate_pair_metrics():
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def test_generate_daily_stats(testdatadir):
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filename = testdatadir / "backtest-result_new.json"
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filename = testdatadir / "backtest_results/backtest-result_new.json"
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bt_data = load_backtest_data(filename)
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res = generate_daily_stats(bt_data)
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assert isinstance(res, dict)
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@@ -248,7 +248,7 @@ def test_generate_daily_stats(testdatadir):
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def test_generate_trading_stats(testdatadir):
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filename = testdatadir / "backtest-result_new.json"
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filename = testdatadir / "backtest_results/backtest-result_new.json"
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bt_data = load_backtest_data(filename)
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res = generate_trading_stats(bt_data)
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assert isinstance(res, dict)
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@@ -332,7 +332,7 @@ def test_generate_sell_reason_stats():
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def test_text_table_strategy(testdatadir):
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filename = testdatadir / "backtest-result_multistrat.json"
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filename = testdatadir / "backtest_results/backtest-result_multistrat.json"
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bt_res_data = load_backtest_stats(filename)
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bt_res_data_comparison = bt_res_data.pop('strategy_comparison')
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@@ -364,7 +364,7 @@ def test_generate_edge_table():
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def test_generate_periodic_breakdown_stats(testdatadir):
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filename = testdatadir / "backtest-result_new.json"
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filename = testdatadir / "backtest_results/backtest-result_new.json"
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bt_data = load_backtest_data(filename).to_dict(orient='records')
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res = generate_periodic_breakdown_stats(bt_data, 'day')
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@@ -392,7 +392,7 @@ def test__get_resample_from_period():
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def test_show_sorted_pairlist(testdatadir, default_conf, capsys):
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filename = testdatadir / "backtest-result_new.json"
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filename = testdatadir / "backtest_results/backtest-result_new.json"
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bt_data = load_backtest_stats(filename)
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default_conf['backtest_show_pair_list'] = True
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@@ -1581,6 +1581,38 @@ def test_api_backtesting(botclient, mocker, fee, caplog, tmpdir):
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assert result['status_msg'] == 'Backtest reset'
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def test_api_backtest_history(botclient, mocker, testdatadir):
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ftbot, client = botclient
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mocker.patch('freqtrade.data.btanalysis._get_backtest_files',
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return_value=[
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testdatadir / 'backtest_results/backtest-result_multistrat.json',
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testdatadir / 'backtest_results/backtest-result_new.json'
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])
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rc = client_get(client, f"{BASE_URI}/backtest/history")
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assert_response(rc, 502)
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ftbot.config['user_data_dir'] = testdatadir
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ftbot.config['runmode'] = RunMode.WEBSERVER
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rc = client_get(client, f"{BASE_URI}/backtest/history")
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assert_response(rc)
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result = rc.json()
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assert len(result) == 3
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fn = result[0]['filename']
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assert fn == "backtest-result_multistrat.json"
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strategy = result[0]['strategy']
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rc = client_get(client, f"{BASE_URI}/backtest/history/result?filename={fn}&strategy={strategy}")
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assert_response(rc)
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result2 = rc.json()
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assert result2
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assert result2['status'] == 'ended'
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assert not result2['running']
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assert result2['progress'] == 1
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# Only one strategy loaded - even though we use multiresult
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assert len(result2['backtest_result']['strategy']) == 1
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assert result2['backtest_result']['strategy'][strategy]
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def test_health(botclient):
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ftbot, client = botclient
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@@ -157,7 +157,7 @@ def test_plot_trades(testdatadir, caplog):
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assert fig == fig1
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assert log_has("No trades found.", caplog)
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pair = "ADA/BTC"
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filename = testdatadir / "backtest-result_new.json"
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filename = testdatadir / "backtest_results/backtest-result_new.json"
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trades = load_backtest_data(filename)
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trades = trades.loc[trades['pair'] == pair]
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@@ -298,7 +298,7 @@ def test_generate_plot_file(mocker, caplog):
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def test_add_profit(testdatadir):
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filename = testdatadir / "backtest-result_new.json"
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filename = testdatadir / "backtest_results/backtest-result_new.json"
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bt_data = load_backtest_data(filename)
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timerange = TimeRange.parse_timerange("20180110-20180112")
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@@ -318,7 +318,7 @@ def test_add_profit(testdatadir):
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def test_generate_profit_graph(testdatadir):
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filename = testdatadir / "backtest-result_new.json"
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filename = testdatadir / "backtest_results/backtest-result_new.json"
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trades = load_backtest_data(filename)
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timerange = TimeRange.parse_timerange("20180110-20180112")
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pairs = ["TRX/BTC", "XLM/BTC"]
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@@ -456,7 +456,7 @@ def test_plot_profit(default_conf, mocker, testdatadir):
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match=r"No trades found, cannot generate Profit-plot.*"):
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plot_profit(default_conf)
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default_conf['exportfilename'] = testdatadir / "backtest-result_new.json"
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default_conf['exportfilename'] = testdatadir / "backtest_results/backtest-result_new.json"
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plot_profit(default_conf)
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10
tests/testdata/backtest_results/backtest-result_multistrat.meta.json
vendored
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10
tests/testdata/backtest_results/backtest-result_multistrat.meta.json
vendored
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@@ -0,0 +1,10 @@
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{
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"StrategyTestV2": {
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"run_id": "430d0271075ef327edbb23088f4db4ebe51a3dbf",
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"backtest_start_time": 1648904006
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},
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"TestStrategy": {
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"run_id": "110d0271075ef327edbb23085102b4ebe51a3d55",
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"backtest_start_time": 1648904006
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}
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}
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6
tests/testdata/backtest_results/backtest-result_new.meta.json
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6
tests/testdata/backtest_results/backtest-result_new.meta.json
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@@ -0,0 +1,6 @@
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{
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"StrategyTestV3": {
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"run_id": "430d0271075ef327edbb23088f4db4ebe51a3dbf",
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"backtest_start_time": 1648904006
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}
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}
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