From 69c2b12879d05dba7867240ddb52897c0c3f54d4 Mon Sep 17 00:00:00 2001 From: Matthias Date: Thu, 22 Aug 2019 16:02:03 +0200 Subject: [PATCH 01/27] Move plot_dataframe as freqtrade submodule --- freqtrade/configuration/arguments.py | 10 ++++++ freqtrade/plot/plot_utils.py | 15 +++++++++ freqtrade/plot/plotting.py | 46 ++++++++++++++++++++++++++-- freqtrade/utils.py | 3 -- 4 files changed, 69 insertions(+), 5 deletions(-) create mode 100644 freqtrade/plot/plot_utils.py diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py index 2c76afa8f..61c899f93 100644 --- a/freqtrade/configuration/arguments.py +++ b/freqtrade/configuration/arguments.py @@ -119,6 +119,7 @@ class Arguments(object): hyperopt_cmd.set_defaults(func=start_hyperopt) self._build_args(optionlist=ARGS_HYPEROPT, parser=hyperopt_cmd) + # Create userdir subcommand create_userdir_cmd = subparsers.add_parser('create-userdir', help="Create user-data directory.") create_userdir_cmd.set_defaults(func=start_create_userdir) @@ -139,3 +140,12 @@ class Arguments(object): ) download_data_cmd.set_defaults(func=start_download_data) self._build_args(optionlist=ARGS_DOWNLOAD_DATA, parser=download_data_cmd) + + # Add Plotting subcommand + from freqtrade.plot.plot_utils import start_plot_dataframe + plot_dataframe_cmd = subparsers.add_parser( + 'plot-dataframe', + help='Plot candles with indicators.' + ) + plot_dataframe_cmd.set_defaults(func=start_plot_dataframe) + self._build_args(optionlist=ARGS_PLOT_DATAFRAME, parser=plot_dataframe_cmd) diff --git a/freqtrade/plot/plot_utils.py b/freqtrade/plot/plot_utils.py new file mode 100644 index 000000000..2a06ca185 --- /dev/null +++ b/freqtrade/plot/plot_utils.py @@ -0,0 +1,15 @@ +from argparse import Namespace + +from freqtrade.state import RunMode +from freqtrade.utils import setup_utils_configuration + + +def start_plot_dataframe(args: Namespace) -> None: + """ + Plotting dataframe + """ + # Import here to avoid errors if plot-dependencies are not installed. + from freqtrade.plot.plotting import analyse_and_plot_pairs + config = setup_utils_configuration(args, RunMode.OTHER) + + analyse_and_plot_pairs(config) diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py index 9dc6b9551..f50987972 100644 --- a/freqtrade/plot/plotting.py +++ b/freqtrade/plot/plotting.py @@ -1,13 +1,14 @@ import logging from pathlib import Path -from typing import Dict, List, Optional +from typing import Any, Dict, List, Optional import pandas as pd from freqtrade.configuration import TimeRange from freqtrade.data import history from freqtrade.data.btanalysis import (combine_tickers_with_mean, - create_cum_profit, load_trades) + create_cum_profit, + extract_trades_of_period, load_trades) from freqtrade.exchange import Exchange from freqtrade.resolvers import ExchangeResolver, StrategyResolver @@ -321,3 +322,44 @@ def store_plot_file(fig, filename: str, directory: Path, auto_open: bool = False plot(fig, filename=str(_filename), auto_open=auto_open) logger.info(f"Stored plot as {_filename}") + + +def analyse_and_plot_pairs(config: Dict[str, Any]): + """ + From configuration provided + - Initializes plot-script + -Get tickers data + -Generate Dafaframes populated with indicators and signals + -Load trades excecuted on same periods + -Generate Plotly plot objects + -Generate plot files + :return: None + """ + plot_elements = init_plotscript(config) + trades = plot_elements['trades'] + strategy = plot_elements["strategy"] + + pair_counter = 0 + for pair, data in plot_elements["tickers"].items(): + pair_counter += 1 + logger.info("analyse pair %s", pair) + tickers = {} + tickers[pair] = data + + dataframe = strategy.analyze_ticker(tickers[pair], {'pair': pair}) + + trades_pair = trades.loc[trades['pair'] == pair] + trades_pair = extract_trades_of_period(dataframe, trades_pair) + + fig = generate_candlestick_graph( + pair=pair, + data=dataframe, + trades=trades_pair, + indicators1=config["indicators1"].split(","), + indicators2=config["indicators2"].split(",") + ) + + store_plot_file(fig, filename=generate_plot_filename(pair, config['ticker_interval']), + directory=config['user_data_dir'] / "plot") + + logger.info('End of ploting process %s plots generated', pair_counter) diff --git a/freqtrade/utils.py b/freqtrade/utils.py index 56e60ec82..07daaf074 100644 --- a/freqtrade/utils.py +++ b/freqtrade/utils.py @@ -108,6 +108,3 @@ def start_download_data(args: Namespace) -> None: logger.info( f"Pairs [{','.join(pairs_not_available)}] not available " f"on exchange {config['exchange']['name']}.") - - # configuration.resolve_pairs_list() - print(config) From f8c72feea8d8bcafc6dbe165a8548cd16b103aaf Mon Sep 17 00:00:00 2001 From: Matthias Date: Thu, 22 Aug 2019 16:21:48 +0200 Subject: [PATCH 02/27] Add some initial tests for plot_dataframe --- freqtrade/configuration/arguments.py | 6 ++---- freqtrade/plot/plot_utils.py | 2 +- freqtrade/plot/plotting.py | 10 +++++----- freqtrade/tests/test_plotting.py | 18 +++++++++++++++++- 4 files changed, 25 insertions(+), 11 deletions(-) diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py index 61c899f93..7b4a6f63f 100644 --- a/freqtrade/configuration/arguments.py +++ b/freqtrade/configuration/arguments.py @@ -34,10 +34,8 @@ ARGS_CREATE_USERDIR = ["user_data_dir"] ARGS_DOWNLOAD_DATA = ["pairs", "pairs_file", "days", "exchange", "timeframes", "erase"] -ARGS_PLOT_DATAFRAME = (ARGS_COMMON + ARGS_STRATEGY + - ["pairs", "indicators1", "indicators2", "plot_limit", "db_url", - "trade_source", "export", "exportfilename", "timerange", - "refresh_pairs"]) +ARGS_PLOT_DATAFRAME = ["pairs", "indicators1", "indicators2", "plot_limit", "db_url", + "trade_source", "export", "exportfilename", "timerange", "refresh_pairs"] ARGS_PLOT_PROFIT = (ARGS_COMMON + ARGS_STRATEGY + ["pairs", "timerange", "export", "exportfilename", "db_url", "trade_source"]) diff --git a/freqtrade/plot/plot_utils.py b/freqtrade/plot/plot_utils.py index 2a06ca185..125a1f46c 100644 --- a/freqtrade/plot/plot_utils.py +++ b/freqtrade/plot/plot_utils.py @@ -6,7 +6,7 @@ from freqtrade.utils import setup_utils_configuration def start_plot_dataframe(args: Namespace) -> None: """ - Plotting dataframe + Plotting dataframe helper """ # Import here to avoid errors if plot-dependencies are not installed. from freqtrade.plot.plotting import analyse_and_plot_pairs diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py index f50987972..cb13e3147 100644 --- a/freqtrade/plot/plotting.py +++ b/freqtrade/plot/plotting.py @@ -328,11 +328,11 @@ def analyse_and_plot_pairs(config: Dict[str, Any]): """ From configuration provided - Initializes plot-script - -Get tickers data - -Generate Dafaframes populated with indicators and signals - -Load trades excecuted on same periods - -Generate Plotly plot objects - -Generate plot files + - Get tickers data + - Generate Dafaframes populated with indicators and signals based on configured strategy + - Load trades excecuted during the selected period + - Generate Plotly plot objects + - Generate plot files :return: None """ plot_elements = init_plotscript(config) diff --git a/freqtrade/tests/test_plotting.py b/freqtrade/tests/test_plotting.py index a78e38c1f..02660341e 100644 --- a/freqtrade/tests/test_plotting.py +++ b/freqtrade/tests/test_plotting.py @@ -9,13 +9,14 @@ from plotly.subplots import make_subplots from freqtrade.configuration import TimeRange from freqtrade.data import history from freqtrade.data.btanalysis import create_cum_profit, load_backtest_data +from freqtrade.plot.plot_utils import start_plot_dataframe from freqtrade.plot.plotting import (add_indicators, add_profit, generate_candlestick_graph, generate_plot_filename, generate_profit_graph, init_plotscript, plot_trades, store_plot_file) from freqtrade.strategy.default_strategy import DefaultStrategy -from freqtrade.tests.conftest import log_has, log_has_re +from freqtrade.tests.conftest import get_args, log_has, log_has_re def fig_generating_mock(fig, *args, **kwargs): @@ -270,3 +271,18 @@ def test_generate_profit_graph(): for pair in pairs: profit_pair = find_trace_in_fig_data(figure.data, f"Profit {pair}") assert isinstance(profit_pair, go.Scattergl) + + +def test_start_plot_dataframe(mocker): + aup = mocker.patch("freqtrade.plot.plotting.analyse_and_plot_pairs", MagicMock()) + args = [ + "--config", "config.json.example", + "plot-dataframe", + "--pairs", "ETH/BTC" + ] + start_plot_dataframe(get_args(args)) + + assert aup.call_count == 1 + called_config = aup.call_args_list[0][0][0] + assert "pairs" in called_config + assert called_config['pairs'] == ["ETH/BTC"] From 99b2be90fd19b4344c35256c25e998c0e307c624 Mon Sep 17 00:00:00 2001 From: Matthias Date: Thu, 22 Aug 2019 16:24:57 +0200 Subject: [PATCH 03/27] Cleanup plotting (if you have backtest results, no need to download data!) --- freqtrade/configuration/arguments.py | 2 +- freqtrade/plot/plotting.py | 13 ++----------- 2 files changed, 3 insertions(+), 12 deletions(-) diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py index 7b4a6f63f..da231dd32 100644 --- a/freqtrade/configuration/arguments.py +++ b/freqtrade/configuration/arguments.py @@ -35,7 +35,7 @@ ARGS_CREATE_USERDIR = ["user_data_dir"] ARGS_DOWNLOAD_DATA = ["pairs", "pairs_file", "days", "exchange", "timeframes", "erase"] ARGS_PLOT_DATAFRAME = ["pairs", "indicators1", "indicators2", "plot_limit", "db_url", - "trade_source", "export", "exportfilename", "timerange", "refresh_pairs"] + "trade_source", "export", "exportfilename", "timerange"] ARGS_PLOT_PROFIT = (ARGS_COMMON + ARGS_STRATEGY + ["pairs", "timerange", "export", "exportfilename", "db_url", "trade_source"]) diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py index cb13e3147..02c341869 100644 --- a/freqtrade/plot/plotting.py +++ b/freqtrade/plot/plotting.py @@ -1,6 +1,6 @@ import logging from pathlib import Path -from typing import Any, Dict, List, Optional +from typing import Any, Dict, List import pandas as pd @@ -9,8 +9,7 @@ from freqtrade.data import history from freqtrade.data.btanalysis import (combine_tickers_with_mean, create_cum_profit, extract_trades_of_period, load_trades) -from freqtrade.exchange import Exchange -from freqtrade.resolvers import ExchangeResolver, StrategyResolver +from freqtrade.resolvers import StrategyResolver logger = logging.getLogger(__name__) @@ -29,12 +28,6 @@ def init_plotscript(config): Initialize objects needed for plotting :return: Dict with tickers, trades, pairs and strategy """ - exchange: Optional[Exchange] = None - - # Exchange is only needed when downloading data! - if config.get("refresh_pairs", False): - exchange = ExchangeResolver(config.get('exchange', {}).get('name'), - config).exchange strategy = StrategyResolver(config).strategy if "pairs" in config: @@ -49,9 +42,7 @@ def init_plotscript(config): datadir=Path(str(config.get("datadir"))), pairs=pairs, ticker_interval=config['ticker_interval'], - refresh_pairs=config.get('refresh_pairs', False), timerange=timerange, - exchange=exchange, ) trades = load_trades(config) From 29076acc699cf17a164d2671029f52c9754f7d29 Mon Sep 17 00:00:00 2001 From: Matthias Date: Thu, 22 Aug 2019 16:43:28 +0200 Subject: [PATCH 04/27] Add test for analyse_and_plot --- freqtrade/plot/plotting.py | 2 +- freqtrade/tests/test_plotting.py | 29 +++++++++++++++++++++++++++++ 2 files changed, 30 insertions(+), 1 deletion(-) diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py index 02c341869..a475fd18c 100644 --- a/freqtrade/plot/plotting.py +++ b/freqtrade/plot/plotting.py @@ -353,4 +353,4 @@ def analyse_and_plot_pairs(config: Dict[str, Any]): store_plot_file(fig, filename=generate_plot_filename(pair, config['ticker_interval']), directory=config['user_data_dir'] / "plot") - logger.info('End of ploting process %s plots generated', pair_counter) + logger.info('End of plotting process. %s plots generated', pair_counter) diff --git a/freqtrade/tests/test_plotting.py b/freqtrade/tests/test_plotting.py index 02660341e..39578d441 100644 --- a/freqtrade/tests/test_plotting.py +++ b/freqtrade/tests/test_plotting.py @@ -11,6 +11,7 @@ from freqtrade.data import history from freqtrade.data.btanalysis import create_cum_profit, load_backtest_data from freqtrade.plot.plot_utils import start_plot_dataframe from freqtrade.plot.plotting import (add_indicators, add_profit, + analyse_and_plot_pairs, generate_candlestick_graph, generate_plot_filename, generate_profit_graph, init_plotscript, @@ -286,3 +287,31 @@ def test_start_plot_dataframe(mocker): called_config = aup.call_args_list[0][0][0] assert "pairs" in called_config assert called_config['pairs'] == ["ETH/BTC"] + + +def test_analyse_and_plot_pairs(default_conf, mocker, caplog): + default_conf['trade_source'] = 'file' + default_conf["datadir"] = history.make_testdata_path(None) + default_conf['exportfilename'] = str( + history.make_testdata_path(None) / "backtest-result_test.json") + default_conf['indicators1'] = "sma5,ema10" + default_conf['indicators2'] = "macd" + default_conf['pairs'] = ["ETH/BTC", "LTC/BTC"] + + candle_mock = MagicMock() + store_mock = MagicMock() + mocker.patch.multiple( + "freqtrade.plot.plotting", + generate_candlestick_graph=candle_mock, + store_plot_file=store_mock + ) + analyse_and_plot_pairs(default_conf) + + # Both mocks should be called once per pair + assert candle_mock.call_count == 2 + assert store_mock.call_count == 2 + + assert candle_mock.call_args_list[0][1]['indicators1'] == ['sma5', 'ema10'] + assert candle_mock.call_args_list[0][1]['indicators2'] == ['macd'] + + assert log_has("End of plotting process. 2 plots generated", caplog) From f7cb75ff9362a8c955a0f1c73926781b72a3a2e9 Mon Sep 17 00:00:00 2001 From: Matthias Date: Thu, 22 Aug 2019 16:51:00 +0200 Subject: [PATCH 05/27] Add plot-profit command --- freqtrade/configuration/arguments.py | 13 ++++++++++--- freqtrade/plot/plot_utils.py | 13 ++++++++++++- freqtrade/plot/plotting.py | 21 ++++++++++++++++++++- 3 files changed, 42 insertions(+), 5 deletions(-) diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py index da231dd32..794e8466d 100644 --- a/freqtrade/configuration/arguments.py +++ b/freqtrade/configuration/arguments.py @@ -37,8 +37,7 @@ ARGS_DOWNLOAD_DATA = ["pairs", "pairs_file", "days", "exchange", "timeframes", " ARGS_PLOT_DATAFRAME = ["pairs", "indicators1", "indicators2", "plot_limit", "db_url", "trade_source", "export", "exportfilename", "timerange"] -ARGS_PLOT_PROFIT = (ARGS_COMMON + ARGS_STRATEGY + - ["pairs", "timerange", "export", "exportfilename", "db_url", "trade_source"]) +ARGS_PLOT_PROFIT = ["pairs", "timerange", "export", "exportfilename", "db_url", "trade_source"] NO_CONF_REQURIED = ["start_download_data"] @@ -140,10 +139,18 @@ class Arguments(object): self._build_args(optionlist=ARGS_DOWNLOAD_DATA, parser=download_data_cmd) # Add Plotting subcommand - from freqtrade.plot.plot_utils import start_plot_dataframe + from freqtrade.plot.plot_utils import start_plot_dataframe, start_plot_profit plot_dataframe_cmd = subparsers.add_parser( 'plot-dataframe', help='Plot candles with indicators.' ) plot_dataframe_cmd.set_defaults(func=start_plot_dataframe) self._build_args(optionlist=ARGS_PLOT_DATAFRAME, parser=plot_dataframe_cmd) + + # Plot profit + plot_profit_cmd = subparsers.add_parser( + 'plot-profit', + help='Generate plot showing profits.' + ) + plot_profit_cmd.set_defaults(func=start_plot_profit) + self._build_args(optionlist=ARGS_PLOT_PROFIT, parser=plot_profit_cmd) diff --git a/freqtrade/plot/plot_utils.py b/freqtrade/plot/plot_utils.py index 125a1f46c..11bc9f552 100644 --- a/freqtrade/plot/plot_utils.py +++ b/freqtrade/plot/plot_utils.py @@ -6,10 +6,21 @@ from freqtrade.utils import setup_utils_configuration def start_plot_dataframe(args: Namespace) -> None: """ - Plotting dataframe helper + Entrypoint for dataframe plotting """ # Import here to avoid errors if plot-dependencies are not installed. from freqtrade.plot.plotting import analyse_and_plot_pairs config = setup_utils_configuration(args, RunMode.OTHER) analyse_and_plot_pairs(config) + + +def start_plot_profit(args: Namespace) -> None: + """ + Entrypoint for plot_profit + """ + # Import here to avoid errors if plot-dependencies are not installed. + from freqtrade.plot.plotting import plot_profit + config = setup_utils_configuration(args, RunMode.OTHER) + + plot_profit(config) diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py index a475fd18c..62cbf0baa 100644 --- a/freqtrade/plot/plotting.py +++ b/freqtrade/plot/plotting.py @@ -19,7 +19,7 @@ try: from plotly.offline import plot import plotly.graph_objects as go except ImportError: - logger.exception("Module plotly not found \n Please install using `pip install plotly`") + logger.exception("Module plotly not found \n Please install using `pip3 install plotly`") exit(1) @@ -354,3 +354,22 @@ def analyse_and_plot_pairs(config: Dict[str, Any]): directory=config['user_data_dir'] / "plot") logger.info('End of plotting process. %s plots generated', pair_counter) + + +def plot_profit(config: Dict[str, Any]) -> None: + """ + Plots the total profit for all pairs. + Note, the profit calculation isn't realistic. + But should be somewhat proportional, and therefor useful + in helping out to find a good algorithm. + """ + plot_elements = init_plotscript(config) + trades = plot_elements['trades'] + # Filter trades to relevant pairs + trades = trades[trades['pair'].isin(plot_elements["pairs"])] + + # Create an average close price of all the pairs that were involved. + # this could be useful to gauge the overall market trend + fig = generate_profit_graph(plot_elements["pairs"], plot_elements["tickers"], trades) + store_plot_file(fig, filename='freqtrade-profit-plot.html', + directory=config['user_data_dir'] / "plot", auto_open=True) From c559f957030d87e312ad4c3f283fe6527d946852 Mon Sep 17 00:00:00 2001 From: Matthias Date: Thu, 22 Aug 2019 16:51:09 +0200 Subject: [PATCH 06/27] Add test for plot-profit --- freqtrade/tests/test_plotting.py | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/freqtrade/tests/test_plotting.py b/freqtrade/tests/test_plotting.py index 39578d441..705cde975 100644 --- a/freqtrade/tests/test_plotting.py +++ b/freqtrade/tests/test_plotting.py @@ -315,3 +315,18 @@ def test_analyse_and_plot_pairs(default_conf, mocker, caplog): assert candle_mock.call_args_list[0][1]['indicators2'] == ['macd'] assert log_has("End of plotting process. 2 plots generated", caplog) + + +def start_plot_profit(mocker): + aup = mocker.patch("freqtrade.plot.plotting.plot_profit", MagicMock()) + args = [ + "--config", "config.json.example", + "plot-profit", + "--pairs", "ETH/BTC" + ] + start_plot_profit(get_args(args)) + + assert aup.call_count == 1 + called_config = aup.call_args_list[0][0][0] + assert "pairs" in called_config + assert called_config['pairs'] == ["ETH/BTC"] From 0ef13be577b2bcbddcb61eea3122d5da7a7d5953 Mon Sep 17 00:00:00 2001 From: Matthias Date: Thu, 22 Aug 2019 17:02:22 +0200 Subject: [PATCH 07/27] Test plot_profit --- freqtrade/tests/test_plotting.py | 26 +++++++++++++++++++++++++- 1 file changed, 25 insertions(+), 1 deletion(-) diff --git a/freqtrade/tests/test_plotting.py b/freqtrade/tests/test_plotting.py index 705cde975..90306ffdb 100644 --- a/freqtrade/tests/test_plotting.py +++ b/freqtrade/tests/test_plotting.py @@ -15,7 +15,7 @@ from freqtrade.plot.plotting import (add_indicators, add_profit, generate_candlestick_graph, generate_plot_filename, generate_profit_graph, init_plotscript, - plot_trades, store_plot_file) + plot_profit, plot_trades, store_plot_file) from freqtrade.strategy.default_strategy import DefaultStrategy from freqtrade.tests.conftest import get_args, log_has, log_has_re @@ -330,3 +330,27 @@ def start_plot_profit(mocker): called_config = aup.call_args_list[0][0][0] assert "pairs" in called_config assert called_config['pairs'] == ["ETH/BTC"] + + +def test_plot_profit(default_conf, mocker, caplog): + default_conf['trade_source'] = 'file' + default_conf["datadir"] = history.make_testdata_path(None) + default_conf['exportfilename'] = str( + history.make_testdata_path(None) / "backtest-result_test.json") + default_conf['pairs'] = ["ETH/BTC", "LTC/BTC"] + + profit_mock = MagicMock() + store_mock = MagicMock() + mocker.patch.multiple( + "freqtrade.plot.plotting", + generate_profit_graph=profit_mock, + store_plot_file=store_mock + ) + plot_profit(default_conf) + + # Plot-profit generates one combined plot + assert profit_mock.call_count == 1 + assert store_mock.call_count == 1 + + assert profit_mock.call_args_list[0][0][0] == default_conf['pairs'] + assert store_mock.call_args_list[0][1]['auto_open'] == True From f8ddb1060725482dc914f2065a092ae4ec482b6a Mon Sep 17 00:00:00 2001 From: Matthias Date: Thu, 22 Aug 2019 17:09:58 +0200 Subject: [PATCH 08/27] switch indicators to nargs argument type --- freqtrade/configuration/cli_options.py | 10 ++++++---- freqtrade/plot/plotting.py | 4 ++-- freqtrade/tests/test_plotting.py | 6 +++--- 3 files changed, 11 insertions(+), 9 deletions(-) diff --git a/freqtrade/configuration/cli_options.py b/freqtrade/configuration/cli_options.py index d7e4e61b1..bf1ec3620 100644 --- a/freqtrade/configuration/cli_options.py +++ b/freqtrade/configuration/cli_options.py @@ -292,14 +292,16 @@ AVAILABLE_CLI_OPTIONS = { "indicators1": Arg( '--indicators1', help='Set indicators from your strategy you want in the first row of the graph. ' - 'Comma-separated list. Example: `ema3,ema5`. Default: `%(default)s`.', - default='sma,ema3,ema5', + 'Space-separated list. Example: `ema3 ema5`. Default: `%(default)s`.', + default=['sma', 'ema3', 'ema5'], + nargs='+', ), "indicators2": Arg( '--indicators2', help='Set indicators from your strategy you want in the third row of the graph. ' - 'Comma-separated list. Example: `fastd,fastk`. Default: `%(default)s`.', - default='macd,macdsignal', + 'Space-separated list. Example: `fastd fastk`. Default: `%(default)s`.', + default=['macd', 'macdsignal'], + nargs='+', ), "plot_limit": Arg( '--plot-limit', diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py index 62cbf0baa..a057d3d94 100644 --- a/freqtrade/plot/plotting.py +++ b/freqtrade/plot/plotting.py @@ -346,8 +346,8 @@ def analyse_and_plot_pairs(config: Dict[str, Any]): pair=pair, data=dataframe, trades=trades_pair, - indicators1=config["indicators1"].split(","), - indicators2=config["indicators2"].split(",") + indicators1=config["indicators1"], + indicators2=config["indicators2"], ) store_plot_file(fig, filename=generate_plot_filename(pair, config['ticker_interval']), diff --git a/freqtrade/tests/test_plotting.py b/freqtrade/tests/test_plotting.py index 90306ffdb..2790fc7db 100644 --- a/freqtrade/tests/test_plotting.py +++ b/freqtrade/tests/test_plotting.py @@ -294,8 +294,8 @@ def test_analyse_and_plot_pairs(default_conf, mocker, caplog): default_conf["datadir"] = history.make_testdata_path(None) default_conf['exportfilename'] = str( history.make_testdata_path(None) / "backtest-result_test.json") - default_conf['indicators1'] = "sma5,ema10" - default_conf['indicators2'] = "macd" + default_conf['indicators1'] = ["sma5", "ema10"] + default_conf['indicators2'] = ["macd"] default_conf['pairs'] = ["ETH/BTC", "LTC/BTC"] candle_mock = MagicMock() @@ -353,4 +353,4 @@ def test_plot_profit(default_conf, mocker, caplog): assert store_mock.call_count == 1 assert profit_mock.call_args_list[0][0][0] == default_conf['pairs'] - assert store_mock.call_args_list[0][1]['auto_open'] == True + assert store_mock.call_args_list[0][1]['auto_open'] is True From 518d7dfde8d9f858945fa52b6d7d79d2d1e23d5b Mon Sep 17 00:00:00 2001 From: Matthias Date: Thu, 22 Aug 2019 17:11:16 +0200 Subject: [PATCH 09/27] Replace plot-scripts with pointers to the new commands --- scripts/plot_dataframe.py | 99 ++------------------------------------- scripts/plot_profit.py | 65 ++----------------------- 2 files changed, 10 insertions(+), 154 deletions(-) diff --git a/scripts/plot_dataframe.py b/scripts/plot_dataframe.py index db4f99d61..62c4bc39f 100755 --- a/scripts/plot_dataframe.py +++ b/scripts/plot_dataframe.py @@ -1,100 +1,11 @@ #!/usr/bin/env python3 -""" -Script to display when the bot will buy on specific pair(s) -Use `python plot_dataframe.py --help` to display the command line arguments - -Indicators recommended -Row 1: sma, ema3, ema5, ema10, ema50 -Row 3: macd, rsi, fisher_rsi, mfi, slowd, slowk, fastd, fastk - -Example of usage: -> python3 scripts/plot_dataframe.py --pairs BTC/EUR,XRP/BTC -d user_data/data/ - --indicators1 sma,ema3 --indicators2 fastk,fastd -""" -import logging import sys -from typing import Any, Dict, List - -from freqtrade.configuration import Arguments -from freqtrade.configuration.arguments import ARGS_PLOT_DATAFRAME -from freqtrade.data.btanalysis import extract_trades_of_period -from freqtrade.optimize import setup_configuration -from freqtrade.plot.plotting import (init_plotscript, generate_candlestick_graph, - store_plot_file, - generate_plot_filename) -from freqtrade.state import RunMode - -logger = logging.getLogger(__name__) -def analyse_and_plot_pairs(config: Dict[str, Any]): - """ - From arguments provided in cli: - -Initialise backtest env - -Get tickers data - -Generate Dafaframes populated with indicators and signals - -Load trades excecuted on same periods - -Generate Plotly plot objects - -Generate plot files - :return: None - """ - plot_elements = init_plotscript(config) - trades = plot_elements['trades'] - strategy = plot_elements["strategy"] +print("This script has been integrated into freqtrade " + "and its functionality is available by calling `freqtrade plot-dataframe`.") +print("Please check the documentation on https://www.freqtrade.io/en/latest/plotting/ " + "for details.") - pair_counter = 0 - for pair, data in plot_elements["tickers"].items(): - pair_counter += 1 - logger.info("analyse pair %s", pair) - tickers = {} - tickers[pair] = data - - dataframe = strategy.analyze_ticker(tickers[pair], {'pair': pair}) - - trades_pair = trades.loc[trades['pair'] == pair] - trades_pair = extract_trades_of_period(dataframe, trades_pair) - - fig = generate_candlestick_graph( - pair=pair, - data=dataframe, - trades=trades_pair, - indicators1=config["indicators1"].split(","), - indicators2=config["indicators2"].split(",") - ) - - store_plot_file(fig, filename=generate_plot_filename(pair, config['ticker_interval']), - directory=config['user_data_dir'] / "plot") - - logger.info('End of ploting process %s plots generated', pair_counter) - - -def plot_parse_args(args: List[str]) -> Dict[str, Any]: - """ - Parse args passed to the script - :param args: Cli arguments - :return: args: Array with all arguments - """ - arguments = Arguments(args, 'Graph dataframe') - arguments._build_args(optionlist=ARGS_PLOT_DATAFRAME) - parsed_args = arguments._parse_args() - - # Load the configuration - config = setup_configuration(parsed_args, RunMode.OTHER) - return config - - -def main(sysargv: List[str]) -> None: - """ - This function will initiate the bot and start the trading loop. - :return: None - """ - logger.info('Starting Plot Dataframe') - analyse_and_plot_pairs( - plot_parse_args(sysargv) - ) - exit() - - -if __name__ == '__main__': - main(sys.argv[1:]) +sys.exit(1) diff --git a/scripts/plot_profit.py b/scripts/plot_profit.py index 578ddf15f..c9a23c1ee 100755 --- a/scripts/plot_profit.py +++ b/scripts/plot_profit.py @@ -1,66 +1,11 @@ #!/usr/bin/env python3 -""" -Script to display profits -Use `python plot_profit.py --help` to display the command line arguments -""" -import logging import sys -from typing import Any, Dict, List - -from freqtrade.configuration import Arguments -from freqtrade.configuration.arguments import ARGS_PLOT_PROFIT -from freqtrade.optimize import setup_configuration -from freqtrade.plot.plotting import init_plotscript, generate_profit_graph, store_plot_file -from freqtrade.state import RunMode - -logger = logging.getLogger(__name__) -def plot_profit(config: Dict[str, Any]) -> None: - """ - Plots the total profit for all pairs. - Note, the profit calculation isn't realistic. - But should be somewhat proportional, and therefor useful - in helping out to find a good algorithm. - """ - plot_elements = init_plotscript(config) - trades = plot_elements['trades'] - # Filter trades to relevant pairs - trades = trades[trades['pair'].isin(plot_elements["pairs"])] +print("This script has been integrated into freqtrade " + "and its functionality is available by calling `freqtrade plot-profit`.") +print("Please check the documentation on https://www.freqtrade.io/en/latest/plotting/ " + "for details.") - # Create an average close price of all the pairs that were involved. - # this could be useful to gauge the overall market trend - fig = generate_profit_graph(plot_elements["pairs"], plot_elements["tickers"], trades) - store_plot_file(fig, filename='freqtrade-profit-plot.html', - directory=config['user_data_dir'] / "plot", auto_open=True) - - -def plot_parse_args(args: List[str]) -> Dict[str, Any]: - """ - Parse args passed to the script - :param args: Cli arguments - :return: args: Array with all arguments - """ - arguments = Arguments(args, 'Graph profits') - arguments._build_args(optionlist=ARGS_PLOT_PROFIT) - parsed_args = arguments._parse_args() - - # Load the configuration - config = setup_configuration(parsed_args, RunMode.OTHER) - return config - - -def main(sysargv: List[str]) -> None: - """ - This function will initiate the bot and start the trading loop. - :return: None - """ - logger.info('Starting Plot Dataframe') - plot_profit( - plot_parse_args(sysargv) - ) - - -if __name__ == '__main__': - main(sys.argv[1:]) +sys.exit(1) From 1b374fcf7e8271fc600fc4959e70b2f33c3da26f Mon Sep 17 00:00:00 2001 From: Matthias Date: Thu, 22 Aug 2019 17:16:33 +0200 Subject: [PATCH 10/27] Improve plotting documentation --- docs/plotting.md | 104 ++++++++++++++++++++++++++++++++++++++--------- 1 file changed, 85 insertions(+), 19 deletions(-) diff --git a/docs/plotting.md b/docs/plotting.md index 5a1e9757a..5e3b47311 100644 --- a/docs/plotting.md +++ b/docs/plotting.md @@ -12,25 +12,67 @@ pip install -U -r requirements-plot.txt ## Plot price and indicators -Usage for the price plotter: +Usage for the candlestick plotting: + +``` +usage: freqtrade plot-dataframe [-h] [-p PAIRS [PAIRS ...]] + [--indicators1 INDICATORS1 [INDICATORS1 ...]] + [--indicators2 INDICATORS2 [INDICATORS2 ...]] + [--plot-limit INT] [--db-url PATH] + [--trade-source {DB,file}] [--export EXPORT] + [--export-filename PATH] + [--timerange TIMERANGE] + +optional arguments: + -h, --help show this help message and exit + -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...] + Show profits for only these pairs. Pairs are space- + separated. + --indicators1 INDICATORS1 [INDICATORS1 ...] + Set indicators from your strategy you want in the + first row of the graph. Space-separated list. Example: + `ema3 ema5`. Default: `['sma', 'ema3', 'ema5']`. + --indicators2 INDICATORS2 [INDICATORS2 ...] + Set indicators from your strategy you want in the + third row of the graph. Space-separated list. Example: + `fastd fastk`. Default: `['macd', 'macdsignal']`. + --plot-limit INT Specify tick limit for plotting. Notice: too high + values cause huge files. Default: 750. + --db-url PATH Override trades database URL, this is useful in custom + deployments (default: `sqlite:///tradesv3.sqlite` for + Live Run mode, `sqlite://` for Dry Run). + --trade-source {DB,file} + Specify the source for trades (Can be DB or file + (backtest file)) Default: file + --export EXPORT Export backtest results, argument are: trades. + Example: `--export=trades` + --export-filename PATH + Save backtest results to the file with this filename + (default: `user_data/backtest_results/backtest- + result.json`). Requires `--export` to be set as well. + Example: `--export-filename=user_data/backtest_results + /backtest_today.json` + --timerange TIMERANGE + Specify what timerange of data to use. -``` bash -python3 script/plot_dataframe.py [-h] [-p pairs] ``` Example ``` bash -python3 scripts/plot_dataframe.py -p BTC/ETH +freqtrade plot-dataframe -p BTC/ETH ``` -The `-p` pairs argument can be used to specify pairs you would like to plot. +The `--pairs` argument can be used to specify pairs you would like to plot. + +!!! Note + Generates one plot-file per pair. Specify custom indicators. Use `--indicators1` for the main plot and `--indicators2` for the subplot below (if values are in a different range than prices). ``` bash -python3 scripts/plot_dataframe.py -p BTC/ETH --indicators1 sma,ema --indicators2 macd +freqtrade plot-dataframe -p BTC/ETH --indicators1 sma ema --indicators2 macd ``` ### Advanced use @@ -38,32 +80,32 @@ python3 scripts/plot_dataframe.py -p BTC/ETH --indicators1 sma,ema --indicators2 To plot multiple pairs, separate them with a comma: ``` bash -python3 scripts/plot_dataframe.py -p BTC/ETH,XRP/ETH +freqtrade plot-dataframe -p BTC/ETH XRP/ETH ``` To plot a timerange (to zoom in): ``` bash -python3 scripts/plot_dataframe.py -p BTC/ETH --timerange=20180801-20180805 +freqtrade plot-dataframe -p BTC/ETH --timerange=20180801-20180805 ``` To plot trades stored in a database use `--db-url` argument: ``` bash -python3 scripts/plot_dataframe.py --db-url sqlite:///tradesv3.dry_run.sqlite -p BTC/ETH --trade-source DB +freqtrade plot-dataframe --db-url sqlite:///tradesv3.dry_run.sqlite -p BTC/ETH --trade-source DB ``` To plot trades from a backtesting result, use `--export-filename ` ``` bash -python3 scripts/plot_dataframe.py --export-filename user_data/backtest_results/backtest-result.json -p BTC/ETH +freqtrade plot-dataframe --export-filename user_data/backtest_results/backtest-result.json -p BTC/ETH ``` To plot a custom strategy the strategy should have first be backtested. The results may then be plotted with the -s argument: ``` bash -python3 scripts/plot_dataframe.py -s Strategy_Name -p BTC/ETH --datadir user_data/data// +freqtrade plot-dataframe -s Strategy_Name -p BTC/ETH --datadir user_data/data// ``` ## Plot profit @@ -76,26 +118,50 @@ The profit plotter shows a picture with three plots: more of an estimate. 3) Each pair individually profit -The first graph is good to get a grip of how the overall market -progresses. +The first graph is good to get a grip of how the overall market progresses. The second graph will show how your algorithm works or doesn't. Perhaps you want an algorithm that steadily makes small profits, or one that acts less seldom, but makes big swings. -The third graph can be useful to spot outliers, events in pairs -that makes profit spikes. +The third graph can be useful to spot outliers, events in pairs that makes profit spikes. Usage for the profit plotter: -``` bash -python3 script/plot_profit.py [-h] [-p pair] [--datadir directory] [--ticker_interval num] +``` +usage: freqtrade plot-profit [-h] [-p PAIRS [PAIRS ...]] + [--timerange TIMERANGE] [--export EXPORT] + [--export-filename PATH] [--db-url PATH] + [--trade-source {DB,file}] + +optional arguments: + -h, --help show this help message and exit + -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...] + Show profits for only these pairs. Pairs are space- + separated. + --timerange TIMERANGE + Specify what timerange of data to use. + --export EXPORT Export backtest results, argument are: trades. + Example: `--export=trades` + --export-filename PATH + Save backtest results to the file with this filename + (default: `user_data/backtest_results/backtest- + result.json`). Requires `--export` to be set as well. + Example: `--export-filename=user_data/backtest_results + /backtest_today.json` + --db-url PATH Override trades database URL, this is useful in custom + deployments (default: `sqlite:///tradesv3.sqlite` for + Live Run mode, `sqlite://` for Dry Run). + --trade-source {DB,file} + Specify the source for trades (Can be DB or file + (backtest file)) Default: file + ``` -The `-p` pair argument, can be used to plot a single pair +The `--pairs` argument, can be used to limit the pairs that are considered for this calculation. Example ``` bash -python3 scripts/plot_profit.py --datadir ../freqtrade/freqtrade/tests/testdata-20171221/ -p LTC/BTC +freqtrade plot-profit --datadir ../freqtrade/freqtrade/tests/testdata-20171221/ -p LTC/BTC ``` From 545e5c5bc6f1589770d2b8305133f6cfaf2c1a17 Mon Sep 17 00:00:00 2001 From: Matthias Date: Thu, 22 Aug 2019 20:17:36 +0200 Subject: [PATCH 11/27] simplify load_trades call --- freqtrade/data/btanalysis.py | 10 +++++----- freqtrade/plot/plotting.py | 5 ++++- freqtrade/tests/data/test_btanalysis.py | 11 +++++++---- 3 files changed, 16 insertions(+), 10 deletions(-) diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py index 36d8aedbb..992100cbd 100644 --- a/freqtrade/data/btanalysis.py +++ b/freqtrade/data/btanalysis.py @@ -112,16 +112,16 @@ def load_trades_from_db(db_url: str) -> pd.DataFrame: return trades -def load_trades(config) -> pd.DataFrame: +def load_trades(source: str, db_url: str, exportfilename: str) -> pd.DataFrame: """ Based on configuration option "trade_source": * loads data from DB (using `db_url`) * loads data from backtestfile (using `exportfilename`) """ - if config["trade_source"] == "DB": - return load_trades_from_db(config["db_url"]) - elif config["trade_source"] == "file": - return load_backtest_data(Path(config["exportfilename"])) + if source == "DB": + return load_trades_from_db(db_url) + elif source == "file": + return load_backtest_data(Path(exportfilename)) def extract_trades_of_period(dataframe: pd.DataFrame, trades: pd.DataFrame) -> pd.DataFrame: diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py index a057d3d94..900e9e90c 100644 --- a/freqtrade/plot/plotting.py +++ b/freqtrade/plot/plotting.py @@ -45,7 +45,10 @@ def init_plotscript(config): timerange=timerange, ) - trades = load_trades(config) + trades = load_trades(config['trade_source'], + db_url=config.get('db_url'), + exportfilename=config.get('exportfilename'), + ) return {"tickers": tickers, "trades": trades, "pairs": pairs, diff --git a/freqtrade/tests/data/test_btanalysis.py b/freqtrade/tests/data/test_btanalysis.py index cf8cae566..90602b4fc 100644 --- a/freqtrade/tests/data/test_btanalysis.py +++ b/freqtrade/tests/data/test_btanalysis.py @@ -89,17 +89,20 @@ def test_load_trades(default_conf, mocker): db_mock = mocker.patch("freqtrade.data.btanalysis.load_trades_from_db", MagicMock()) bt_mock = mocker.patch("freqtrade.data.btanalysis.load_backtest_data", MagicMock()) - default_conf['trade_source'] = "DB" - load_trades(default_conf) + load_trades("DB", + db_url=default_conf.get('db_url'), + exportfilename=default_conf.get('exportfilename'), + ) assert db_mock.call_count == 1 assert bt_mock.call_count == 0 db_mock.reset_mock() bt_mock.reset_mock() - default_conf['trade_source'] = "file" default_conf['exportfilename'] = "testfile.json" - load_trades(default_conf) + load_trades("file", + db_url=default_conf.get('db_url'), + exportfilename=default_conf.get('exportfilename'),) assert db_mock.call_count == 0 assert bt_mock.call_count == 1 From 9f29ad77bd45efc8d53421d726f45f59fbb4d256 Mon Sep 17 00:00:00 2001 From: Matthias Date: Thu, 22 Aug 2019 20:23:38 +0200 Subject: [PATCH 12/27] fix test after plot_dataframe change --- freqtrade/tests/test_arguments.py | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/freqtrade/tests/test_arguments.py b/freqtrade/tests/test_arguments.py index 24f11e32e..e80703418 100644 --- a/freqtrade/tests/test_arguments.py +++ b/freqtrade/tests/test_arguments.py @@ -4,7 +4,6 @@ import argparse import pytest from freqtrade.configuration import Arguments -from freqtrade.configuration.arguments import ARGS_PLOT_DATAFRAME from freqtrade.configuration.cli_options import check_int_positive @@ -149,16 +148,17 @@ def test_download_data_options() -> None: def test_plot_dataframe_options() -> None: args = [ - '--indicators1', 'sma10,sma100', - '--indicators2', 'macd,fastd,fastk', + '-c', 'config.json.example', + 'plot-dataframe', + '--indicators1', 'sma10', 'sma100', + '--indicators2', 'macd', 'fastd', 'fastk', '--plot-limit', '30', '-p', 'UNITTEST/BTC', ] - arguments = Arguments(args, '') - arguments._build_args(ARGS_PLOT_DATAFRAME) - pargs = arguments._parse_args() - assert pargs.indicators1 == "sma10,sma100" - assert pargs.indicators2 == "macd,fastd,fastk" + pargs = Arguments(args, '').get_parsed_arg() + + assert pargs.indicators1 == ["sma10", "sma100"] + assert pargs.indicators2 == ["macd", "fastd", "fastk"] assert pargs.plot_limit == 30 assert pargs.pairs == ["UNITTEST/BTC"] From 395414ccde7a426ea9d696ef902bbaacc8587937 Mon Sep 17 00:00:00 2001 From: Matthias Date: Thu, 22 Aug 2019 20:32:06 +0200 Subject: [PATCH 13/27] Refactor init_plotscript a bit (strategy is not needed for plot_profit) --- freqtrade/configuration/arguments.py | 5 +++-- freqtrade/plot/plotting.py | 15 +++++++++------ freqtrade/tests/test_plotting.py | 1 - 3 files changed, 12 insertions(+), 9 deletions(-) diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py index 794e8466d..4bd4410a6 100644 --- a/freqtrade/configuration/arguments.py +++ b/freqtrade/configuration/arguments.py @@ -35,9 +35,10 @@ ARGS_CREATE_USERDIR = ["user_data_dir"] ARGS_DOWNLOAD_DATA = ["pairs", "pairs_file", "days", "exchange", "timeframes", "erase"] ARGS_PLOT_DATAFRAME = ["pairs", "indicators1", "indicators2", "plot_limit", "db_url", - "trade_source", "export", "exportfilename", "timerange"] + "trade_source", "export", "exportfilename", "timerange", "ticker_interval"] -ARGS_PLOT_PROFIT = ["pairs", "timerange", "export", "exportfilename", "db_url", "trade_source"] +ARGS_PLOT_PROFIT = ["pairs", "timerange", "export", "exportfilename", "db_url", + "trade_source", "ticker_interval"] NO_CONF_REQURIED = ["start_download_data"] diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py index 900e9e90c..5966f8ae9 100644 --- a/freqtrade/plot/plotting.py +++ b/freqtrade/plot/plotting.py @@ -26,10 +26,9 @@ except ImportError: def init_plotscript(config): """ Initialize objects needed for plotting - :return: Dict with tickers, trades, pairs and strategy + :return: Dict with tickers, trades and pairs """ - strategy = StrategyResolver(config).strategy if "pairs" in config: pairs = config["pairs"] else: @@ -41,7 +40,7 @@ def init_plotscript(config): tickers = history.load_data( datadir=Path(str(config.get("datadir"))), pairs=pairs, - ticker_interval=config['ticker_interval'], + ticker_interval=config.get('ticker_interval', '5m'), timerange=timerange, ) @@ -49,10 +48,10 @@ def init_plotscript(config): db_url=config.get('db_url'), exportfilename=config.get('exportfilename'), ) + return {"tickers": tickers, "trades": trades, "pairs": pairs, - "strategy": strategy, } @@ -329,9 +328,10 @@ def analyse_and_plot_pairs(config: Dict[str, Any]): - Generate plot files :return: None """ + strategy = StrategyResolver(config).strategy + plot_elements = init_plotscript(config) trades = plot_elements['trades'] - strategy = plot_elements["strategy"] pair_counter = 0 for pair, data in plot_elements["tickers"].items(): @@ -367,7 +367,10 @@ def plot_profit(config: Dict[str, Any]) -> None: in helping out to find a good algorithm. """ plot_elements = init_plotscript(config) - trades = plot_elements['trades'] + trades = load_trades(config['trade_source'], + db_url=config.get('db_url'), + exportfilename=config.get('exportfilename'), + ) # Filter trades to relevant pairs trades = trades[trades['pair'].isin(plot_elements["pairs"])] diff --git a/freqtrade/tests/test_plotting.py b/freqtrade/tests/test_plotting.py index 2790fc7db..9f53809d1 100644 --- a/freqtrade/tests/test_plotting.py +++ b/freqtrade/tests/test_plotting.py @@ -51,7 +51,6 @@ def test_init_plotscript(default_conf, mocker): assert "tickers" in ret assert "trades" in ret assert "pairs" in ret - assert "strategy" in ret default_conf['pairs'] = ["POWR/BTC", "XLM/BTC"] ret = init_plotscript(default_conf) From d711b8c0e9851bddb7a509a426765bafd85d58d7 Mon Sep 17 00:00:00 2001 From: Matthias Date: Fri, 23 Aug 2019 20:42:59 +0200 Subject: [PATCH 14/27] Plot-profit should have subtitles per subplot --- freqtrade/plot/plotting.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py index 5966f8ae9..1cc63ba1b 100644 --- a/freqtrade/plot/plotting.py +++ b/freqtrade/plot/plotting.py @@ -274,7 +274,8 @@ def generate_profit_graph(pairs: str, tickers: Dict[str, pd.DataFrame], name='Avg close price', ) - fig = make_subplots(rows=3, cols=1, shared_xaxes=True, row_width=[1, 1, 1]) + fig = make_subplots(rows=3, cols=1, shared_xaxes=True, row_width=[1, 1, 1], + subplot_titles=["AVG Close Price", "Combined Profit", "Protit per pair"]) fig['layout'].update(title="Profit plot") fig.add_trace(avgclose, 1, 1) From 2ae398913d0fbfe232dec90fd8c3aa76c78dd124 Mon Sep 17 00:00:00 2001 From: Matthias Date: Fri, 23 Aug 2019 20:43:39 +0200 Subject: [PATCH 15/27] Fix bug in bt-analysis when multiple trades sell at the same time --- freqtrade/data/btanalysis.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py index 992100cbd..b03bdb74d 100644 --- a/freqtrade/data/btanalysis.py +++ b/freqtrade/data/btanalysis.py @@ -157,7 +157,8 @@ def create_cum_profit(df: pd.DataFrame, trades: pd.DataFrame, col_name: str) -> :param trades: DataFrame containing trades (requires columns close_time and profitperc) :return: Returns df with one additional column, col_name, containing the cumulative profit. """ - df[col_name] = trades.set_index('close_time')['profitperc'].cumsum() + # Use groupby/sum().cumsum() to avoid errors when multiple trades sold at the same candle. + df[col_name] = trades.groupby('close_time')['profitperc'].sum().cumsum() # Set first value to 0 df.loc[df.iloc[0].name, col_name] = 0 # FFill to get continuous From fb498795ad2de3bdca74e0719e68d4e980b49134 Mon Sep 17 00:00:00 2001 From: Matthias Date: Sat, 24 Aug 2019 14:49:35 +0200 Subject: [PATCH 16/27] Improve profit-plot styling --- freqtrade/plot/plotting.py | 10 ++++++++-- freqtrade/tests/test_plotting.py | 4 ++++ 2 files changed, 12 insertions(+), 2 deletions(-) diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py index 1cc63ba1b..d65e8c69d 100644 --- a/freqtrade/plot/plotting.py +++ b/freqtrade/plot/plotting.py @@ -274,9 +274,15 @@ def generate_profit_graph(pairs: str, tickers: Dict[str, pd.DataFrame], name='Avg close price', ) - fig = make_subplots(rows=3, cols=1, shared_xaxes=True, row_width=[1, 1, 1], - subplot_titles=["AVG Close Price", "Combined Profit", "Protit per pair"]) + fig = make_subplots(rows=3, cols=1, shared_xaxes=True, + row_width=[1, 1, 1], + vertical_spacing=0.05, + subplot_titles=["AVG Close Price", "Combined Profit", "Profit per pair"]) fig['layout'].update(title="Profit plot") + fig['layout']['yaxis1'].update(title='Price') + fig['layout']['yaxis2'].update(title='Profit') + fig['layout']['yaxis3'].update(title='Profit') + fig['layout']['xaxis']['rangeslider'].update(visible=False) fig.add_trace(avgclose, 1, 1) fig = add_profit(fig, 2, df_comb, 'cum_profit', 'Profit') diff --git a/freqtrade/tests/test_plotting.py b/freqtrade/tests/test_plotting.py index 9f53809d1..52ed6f3e7 100644 --- a/freqtrade/tests/test_plotting.py +++ b/freqtrade/tests/test_plotting.py @@ -259,6 +259,10 @@ def test_generate_profit_graph(): assert isinstance(fig, go.Figure) assert fig.layout.title.text == "Profit plot" + assert fig.layout.yaxis.title.text == "Price" + assert 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b/docs/plotting.md index 5e3b47311..00fdd33a4 100644 --- a/docs/plotting.md +++ b/docs/plotting.md @@ -2,9 +2,9 @@ This page explains how to plot prices, indicators and profits. -## Installation +## Installation / Setup -Plotting scripts use Plotly library. Install/upgrade it with: +Plotting modules use the Plotly library. You can install / upgrade this by running the following command: ``` bash pip install -U -r requirements-plot.txt @@ -12,7 +12,15 @@ pip install -U -r requirements-plot.txt ## Plot price and indicators -Usage for the candlestick plotting: +Plot dataframe shows an interactive graph with three subplots: + +* Main plot with candlestics and indicators following price (sma/ema) +* Volume bars +* Additional indicators as specified by `--indicators2` + +![plot-dataframe](assets/plot-dataframe.png) + +Possible arguments: ``` usage: freqtrade plot-dataframe [-h] [-p PAIRS [PAIRS ...]] @@ -57,7 +65,7 @@ optional arguments: ``` -Example +Example: ``` bash freqtrade plot-dataframe -p BTC/ETH @@ -71,62 +79,58 @@ The `--pairs` argument can be used to specify pairs you would like to plot. Specify custom indicators. Use `--indicators1` for the main plot and `--indicators2` for the subplot below (if values are in a different range than prices). +!!! tip + You will almost certainly want to specify a custom strategy! This can be done by adding `--strategy ClassName` to the command. + ``` bash -freqtrade plot-dataframe -p BTC/ETH --indicators1 sma ema --indicators2 macd +freqtrade --strategy AwesomeStrategy plot-dataframe -p BTC/ETH --indicators1 sma ema --indicators2 macd ``` -### Advanced use +### Further usage examples -To plot multiple pairs, separate them with a comma: +To plot multiple pairs, separate them with a space: ``` bash -freqtrade plot-dataframe -p BTC/ETH XRP/ETH +freqtrade --strategy AwesomeStrategy plot-dataframe -p BTC/ETH XRP/ETH ``` -To plot a timerange (to zoom in): +To plot a timerange (to zoom in) ``` bash -freqtrade plot-dataframe -p BTC/ETH --timerange=20180801-20180805 +freqtrade --strategy AwesomeStrategy plot-dataframe -p BTC/ETH --timerange=20180801-20180805 ``` -To plot trades stored in a database use `--db-url` argument: +To plot trades stored in a database use `--db-url` in combination with `--trade-source DB`: ``` bash -freqtrade plot-dataframe --db-url sqlite:///tradesv3.dry_run.sqlite -p BTC/ETH --trade-source DB +freqtrade --strategy AwesomeStrategy plot-dataframe --db-url sqlite:///tradesv3.dry_run.sqlite -p BTC/ETH --trade-source DB ``` To plot trades from a backtesting result, use `--export-filename ` ``` bash -freqtrade plot-dataframe --export-filename user_data/backtest_results/backtest-result.json -p BTC/ETH -``` - -To plot a custom strategy the strategy should have first be backtested. -The results may then be plotted with the -s argument: - -``` bash -freqtrade plot-dataframe -s Strategy_Name -p BTC/ETH --datadir user_data/data// +freqtrade --strategy AwesomeStrategy plot-dataframe --export-filename user_data/backtest_results/backtest-result.json -p BTC/ETH ``` ## Plot profit -The profit plotter shows a picture with three plots: +![plot-profit](assets/plot-profit.png) + +Plot profit shows an interactive graph with three plots: 1) Average closing price for all pairs 2) The summarized profit made by backtesting. - Note that this is not the real-world profit, but - more of an estimate. -3) Each pair individually profit + Note that this is not the real-world profit, but more of an estimate. +3) Profit for each individual pair The first graph is good to get a grip of how the overall market progresses. -The second graph will show how your algorithm works or doesn't. -Perhaps you want an algorithm that steadily makes small profits, -or one that acts less seldom, but makes big swings. +The second graph will show if your algorithm works or doesn't. +Perhaps you want an algorithm that steadily makes small profits, or one that acts less often, but makes big swings. -The third graph can be useful to spot outliers, events in pairs that makes profit spikes. +The third graph can be useful to spot outliers, events in pairs that cause profit spikes. -Usage for the profit plotter: +Usage for the plot-profit module: ``` usage: freqtrade plot-profit [-h] [-p PAIRS [PAIRS ...]] @@ -160,7 +164,19 @@ optional arguments: The `--pairs` argument, can be used to limit the pairs that are considered for this calculation. -Example +Examples: + +Use custom backtest-export file + +``` bash +freqtrade plot-profit -p LTC/BTC --export-filename user_data/backtest_results/backtest-result-Strategy005.json +``` + +Use custom database + +``` bash +freqtrade plot-profit -p LTC/BTC --db-url sqlite:///tradesv3.sqlite --trade-source DB +``` ``` bash freqtrade plot-profit --datadir ../freqtrade/freqtrade/tests/testdata-20171221/ -p LTC/BTC From 1336781f8f0261308ba935b56d8402acf434a4f7 Mon Sep 17 00:00:00 2001 From: Matthias Date: Sat, 24 Aug 2019 15:09:43 +0200 Subject: [PATCH 18/27] Reorder points in documentation to group analysis points --- mkdocs.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/mkdocs.yml b/mkdocs.yml index b5e759432..869c6565c 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -14,12 +14,12 @@ nav: - Backtesting: backtesting.md - Hyperopt: hyperopt.md - Edge positioning: edge.md - - 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b/freqtrade/plot/plotting.py index d65e8c69d..b0b8e3df9 100644 --- a/freqtrade/plot/plotting.py +++ b/freqtrade/plot/plotting.py @@ -278,7 +278,7 @@ def generate_profit_graph(pairs: str, tickers: Dict[str, pd.DataFrame], row_width=[1, 1, 1], vertical_spacing=0.05, subplot_titles=["AVG Close Price", "Combined Profit", "Profit per pair"]) - fig['layout'].update(title="Profit plot") + fig['layout'].update(title="Freqtrade Profit plot") fig['layout']['yaxis1'].update(title='Price') fig['layout']['yaxis2'].update(title='Profit') fig['layout']['yaxis3'].update(title='Profit') @@ -375,8 +375,8 @@ def plot_profit(config: Dict[str, Any]) -> None: """ plot_elements = init_plotscript(config) trades = load_trades(config['trade_source'], - db_url=config.get('db_url'), - exportfilename=config.get('exportfilename'), + db_url=str(config.get('db_url')), + exportfilename=str(config.get('exportfilename')), ) # Filter trades to relevant pairs trades = trades[trades['pair'].isin(plot_elements["pairs"])] diff --git a/freqtrade/tests/test_plotting.py b/freqtrade/tests/test_plotting.py index 52ed6f3e7..cc9625e3f 100644 --- a/freqtrade/tests/test_plotting.py +++ b/freqtrade/tests/test_plotting.py @@ -258,7 +258,7 @@ def test_generate_profit_graph(): fig = generate_profit_graph(pairs, tickers, trades) assert isinstance(fig, go.Figure) - assert fig.layout.title.text == "Profit plot" + assert fig.layout.title.text == "Freqtrade Profit plot" assert fig.layout.yaxis.title.text == "Price" assert fig.layout.yaxis2.title.text == "Profit" assert fig.layout.yaxis3.title.text == "Profit" From 3121206afe547ad9ead3267e0d33a456493c837c Mon Sep 17 00:00:00 2001 From: Matthias Date: Sat, 24 Aug 2019 15:35:43 +0200 Subject: [PATCH 20/27] correct wrongly named test --- freqtrade/tests/test_plotting.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/freqtrade/tests/test_plotting.py b/freqtrade/tests/test_plotting.py index cc9625e3f..df208d4d2 100644 --- a/freqtrade/tests/test_plotting.py +++ b/freqtrade/tests/test_plotting.py @@ -9,7 +9,7 @@ from plotly.subplots import make_subplots from freqtrade.configuration import TimeRange from freqtrade.data import history from freqtrade.data.btanalysis import create_cum_profit, load_backtest_data -from freqtrade.plot.plot_utils import start_plot_dataframe +from freqtrade.plot.plot_utils import start_plot_dataframe, start_plot_profit from freqtrade.plot.plotting import (add_indicators, add_profit, analyse_and_plot_pairs, generate_candlestick_graph, @@ -320,7 +320,7 @@ def test_analyse_and_plot_pairs(default_conf, mocker, caplog): assert log_has("End of plotting process. 2 plots generated", caplog) -def start_plot_profit(mocker): +def test_start_plot_profit(mocker): aup = mocker.patch("freqtrade.plot.plotting.plot_profit", MagicMock()) args = [ "--config", "config.json.example", From 423805c9caac2a0754b2cdbbbd9aab85abfce654 Mon Sep 17 00:00:00 2001 From: Matthias Date: Fri, 30 Aug 2019 20:42:14 +0200 Subject: [PATCH 21/27] Small documentation improvements --- docs/plotting.md | 12 ++++++------ freqtrade/configuration/arguments.py | 2 +- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/docs/plotting.md b/docs/plotting.md index 00fdd33a4..d3247488c 100644 --- a/docs/plotting.md +++ b/docs/plotting.md @@ -12,7 +12,7 @@ pip install -U -r requirements-plot.txt ## Plot price and indicators -Plot dataframe shows an interactive graph with three subplots: +The `freqtrade plot-dataframe` subcommand shows an interactive graph with three subplots: * Main plot with candlestics and indicators following price (sma/ema) * Volume bars @@ -71,10 +71,10 @@ Example: freqtrade plot-dataframe -p BTC/ETH ``` -The `--pairs` argument can be used to specify pairs you would like to plot. +The `-p/--pairs` argument can be used to specify pairs you would like to plot. !!! Note - Generates one plot-file per pair. + The `freqtrade plot-dataframe` subcommand generates one plot-file per pair. Specify custom indicators. Use `--indicators1` for the main plot and `--indicators2` for the subplot below (if values are in a different range than prices). @@ -116,7 +116,7 @@ freqtrade --strategy AwesomeStrategy plot-dataframe --export-filename user_data/ ![plot-profit](assets/plot-profit.png) -Plot profit shows an interactive graph with three plots: +The `freqtrade plot-profit` subcommand shows an interactive graph with three plots: 1) Average closing price for all pairs 2) The summarized profit made by backtesting. @@ -130,7 +130,7 @@ Perhaps you want an algorithm that steadily makes small profits, or one that act The third graph can be useful to spot outliers, events in pairs that cause profit spikes. -Usage for the plot-profit module: +Possible options for the `freqtrade plot-profit` subcommand: ``` usage: freqtrade plot-profit [-h] [-p PAIRS [PAIRS ...]] @@ -162,7 +162,7 @@ optional arguments: ``` -The `--pairs` argument, can be used to limit the pairs that are considered for this calculation. +The `-p/--pairs` argument, can be used to limit the pairs that are considered for this calculation. Examples: diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py index 4bd4410a6..f77832387 100644 --- a/freqtrade/configuration/arguments.py +++ b/freqtrade/configuration/arguments.py @@ -117,7 +117,7 @@ class Arguments(object): hyperopt_cmd.set_defaults(func=start_hyperopt) self._build_args(optionlist=ARGS_HYPEROPT, parser=hyperopt_cmd) - # Create userdir subcommand + # add create-userdir subcommand create_userdir_cmd = subparsers.add_parser('create-userdir', help="Create user-data directory.") create_userdir_cmd.set_defaults(func=start_create_userdir) From f278fcfc3fb41b2cc9be482824699bc875bd8bfa Mon Sep 17 00:00:00 2001 From: Matthias Date: Sat, 31 Aug 2019 15:14:57 +0200 Subject: [PATCH 22/27] Use plot-runmode for plot scripts --- freqtrade/plot/plot_utils.py | 4 ++-- freqtrade/state.py | 1 + 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/freqtrade/plot/plot_utils.py b/freqtrade/plot/plot_utils.py index 11bc9f552..507e86d9d 100644 --- a/freqtrade/plot/plot_utils.py +++ b/freqtrade/plot/plot_utils.py @@ -10,7 +10,7 @@ def start_plot_dataframe(args: Namespace) -> None: """ # Import here to avoid errors if plot-dependencies are not installed. from freqtrade.plot.plotting import analyse_and_plot_pairs - config = setup_utils_configuration(args, RunMode.OTHER) + config = setup_utils_configuration(args, RunMode.PLOT) analyse_and_plot_pairs(config) @@ -21,6 +21,6 @@ def start_plot_profit(args: Namespace) -> None: """ # Import here to avoid errors if plot-dependencies are not installed. from freqtrade.plot.plotting import plot_profit - config = setup_utils_configuration(args, RunMode.OTHER) + config = setup_utils_configuration(args, RunMode.PLOT) plot_profit(config) diff --git a/freqtrade/state.py b/freqtrade/state.py index ce2683a77..d4a2adba0 100644 --- a/freqtrade/state.py +++ b/freqtrade/state.py @@ -25,4 +25,5 @@ class RunMode(Enum): BACKTEST = "backtest" EDGE = "edge" HYPEROPT = "hyperopt" + PLOT = "plot" OTHER = "other" # Used for plotting scripts and test From 1760a8dfbc16d3dcb2e94878c47214f860094dfd Mon Sep 17 00:00:00 2001 From: Matthias Date: Sat, 31 Aug 2019 15:15:10 +0200 Subject: [PATCH 23/27] Use subparser-name to exclude from config requires --- freqtrade/configuration/arguments.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py index f77832387..2c814b342 100644 --- a/freqtrade/configuration/arguments.py +++ b/freqtrade/configuration/arguments.py @@ -40,7 +40,7 @@ ARGS_PLOT_DATAFRAME = ["pairs", "indicators1", "indicators2", "plot_limit", "db_ ARGS_PLOT_PROFIT = ["pairs", "timerange", "export", "exportfilename", "db_url", "trade_source", "ticker_interval"] -NO_CONF_REQURIED = ["start_download_data"] +NO_CONF_REQURIED = ["download-data", "plot-dataframe", "plot-profit"] class Arguments(object): @@ -79,8 +79,7 @@ class Arguments(object): # (see https://bugs.python.org/issue16399) # Allow no-config for certain commands (like downloading / plotting) if (not self._no_default_config and parsed_arg.config is None - and not (hasattr(parsed_arg, 'func') - and parsed_arg.func.__name__ in NO_CONF_REQURIED)): + and not ('subparser' in parsed_arg and parsed_arg.subparser in NO_CONF_REQURIED)): parsed_arg.config = [constants.DEFAULT_CONFIG] return parsed_arg From d48f03c32e1e5ec722bed20efb1d621d4476a3cd Mon Sep 17 00:00:00 2001 From: Matthias Date: Sat, 31 Aug 2019 15:15:30 +0200 Subject: [PATCH 24/27] check_exchange is not required for plotting --- freqtrade/configuration/check_exchange.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/freqtrade/configuration/check_exchange.py b/freqtrade/configuration/check_exchange.py index 70f4cfa33..61e862a9c 100644 --- a/freqtrade/configuration/check_exchange.py +++ b/freqtrade/configuration/check_exchange.py @@ -5,6 +5,7 @@ from freqtrade import OperationalException from freqtrade.exchange import (available_exchanges, get_exchange_bad_reason, is_exchange_available, is_exchange_bad, is_exchange_officially_supported) +from freqtrade.state import RunMode logger = logging.getLogger(__name__) @@ -19,6 +20,10 @@ def check_exchange(config: Dict[str, Any], check_for_bad: bool = True) -> bool: raises an exception if the exchange if not supported by ccxt and thus is not known for the Freqtrade at all. """ + + if config['runmode'] in [RunMode.PLOT] and not config.get('exchange', {}).get('name'): + # Skip checking exchange in plot mode, since it requires no exchange + return True logger.info("Checking exchange...") exchange = config.get('exchange', {}).get('name').lower() From c9e15c2f86b7e7b1c8a2ae26d3c303f35f6bb70d Mon Sep 17 00:00:00 2001 From: Matthias Date: Sat, 31 Aug 2019 15:19:59 +0200 Subject: [PATCH 25/27] Add test for new check_exchange branch --- freqtrade/tests/test_configuration.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/freqtrade/tests/test_configuration.py b/freqtrade/tests/test_configuration.py index b8bc62eb6..5a70715a4 100644 --- a/freqtrade/tests/test_configuration.py +++ b/freqtrade/tests/test_configuration.py @@ -479,6 +479,7 @@ def test_hyperopt_with_arguments(mocker, default_conf, caplog) -> None: def test_check_exchange(default_conf, caplog) -> None: # Test an officially supported by Freqtrade team exchange + default_conf['runmode'] = RunMode.DRY_RUN default_conf.get('exchange').update({'name': 'BITTREX'}) assert check_exchange(default_conf) assert log_has_re(r"Exchange .* is officially supported by the Freqtrade development team\.", @@ -523,6 +524,11 @@ def test_check_exchange(default_conf, caplog) -> None: ): check_exchange(default_conf) + # Test no exchange... + default_conf.get('exchange').update({'name': ''}) + default_conf['runmode'] = RunMode.PLOT + assert check_exchange(default_conf) + def test_cli_verbose_with_params(default_conf, mocker, caplog) -> None: patched_configuration_load_config_file(mocker, default_conf) From 736deaae32dc5c462345c95c988000ce2f02a7f8 Mon Sep 17 00:00:00 2001 From: Matthias Date: Sat, 31 Aug 2019 15:26:34 +0200 Subject: [PATCH 26/27] Add test with plot command without configuration --- freqtrade/tests/test_arguments.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/freqtrade/tests/test_arguments.py b/freqtrade/tests/test_arguments.py index fd984a504..558642894 100644 --- a/freqtrade/tests/test_arguments.py +++ b/freqtrade/tests/test_arguments.py @@ -163,6 +163,20 @@ def test_plot_dataframe_options() -> None: assert pargs.pairs == ["UNITTEST/BTC"] +def test_plot_profit_options() -> None: + args = [ + 'plot-profit', + '-p', 'UNITTEST/BTC', + '--trade-source', 'DB', + "--db-url", "sqlite:///whatever.sqlite", + ] + pargs = Arguments(args, '').get_parsed_arg() + + assert pargs.trade_source == "DB" + assert pargs.pairs == ["UNITTEST/BTC"] + assert pargs.db_url == "sqlite:///whatever.sqlite" + + def test_check_int_positive() -> None: assert check_int_positive("3") == 3 assert check_int_positive("1") == 1 From 2886fa288ad073ed7aeb5507c8dab35a00836320 Mon Sep 17 00:00:00 2001 From: Matthias Date: Sat, 31 Aug 2019 15:31:47 +0200 Subject: [PATCH 27/27] fix documentation --- docs/plotting.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/plotting.md b/docs/plotting.md index d3247488c..61bf7b74a 100644 --- a/docs/plotting.md +++ b/docs/plotting.md @@ -80,7 +80,7 @@ Specify custom indicators. Use `--indicators1` for the main plot and `--indicators2` for the subplot below (if values are in a different range than prices). !!! tip - You will almost certainly want to specify a custom strategy! This can be done by adding `--strategy ClassName` to the command. + You will almost certainly want to specify a custom strategy! This can be done by adding `-s Classname` / `--strategy ClassName` to the command. ``` bash freqtrade --strategy AwesomeStrategy plot-dataframe -p BTC/ETH --indicators1 sma ema --indicators2 macd