From 750c780293facfecd90bbb864e783fb49070a134 Mon Sep 17 00:00:00 2001 From: Matthias Date: Sat, 29 May 2021 16:37:19 +0200 Subject: [PATCH] Support loading parameters from json file --- freqtrade/strategy/hyper.py | 29 ++++++++++++++++++++++++++--- tests/optimize/test_hyperopt.py | 2 ++ 2 files changed, 28 insertions(+), 3 deletions(-) diff --git a/freqtrade/strategy/hyper.py b/freqtrade/strategy/hyper.py index 21a806202..3ae500847 100644 --- a/freqtrade/strategy/hyper.py +++ b/freqtrade/strategy/hyper.py @@ -5,8 +5,10 @@ This module defines a base class for auto-hyperoptable strategies. import logging from abc import ABC, abstractmethod from contextlib import suppress +from pathlib import Path from typing import Any, Dict, Iterator, List, Optional, Sequence, Tuple, Union +from freqtrade.misc import deep_merge_dicts, json_load from freqtrade.optimize.hyperopt_tools import HyperoptTools @@ -305,10 +307,31 @@ class HyperStrategyMixin(object): """ Load Hyperoptable parameters """ - self._load_params(getattr(self, 'buy_params', None), 'buy', hyperopt) - self._load_params(getattr(self, 'sell_params', None), 'sell', hyperopt) + params = self.load_params_from_file() + params = params.get('params', {}) + buy_params = deep_merge_dicts(params.get('buy', {}), getattr(self, 'buy_params', None)) + sell_params = deep_merge_dicts(params.get('sell', {}), getattr(self, 'sell_params', None)) - def _load_params(self, params: dict, space: str, hyperopt: bool = False) -> None: + self._load_params(buy_params, 'buy', hyperopt) + self._load_params(sell_params, 'sell', hyperopt) + + def load_params_from_file(self) -> Dict: + filename_str = getattr(self, '__file__', '') + if not filename_str: + return {} + filename = Path(filename_str).with_suffix('.json') + + if filename.is_file(): + logger.info(f"Loading parameters from file {filename}") + params = json_load(filename.open('r')) + if params.get('strategy_name') != self.get_strategy_name(): + raise OperationalException('Invalid parameter file provided') + return params + logger.info("Found no parameter file.") + + return {} + + def _load_params(self, params: Dict, space: str, hyperopt: bool = False) -> None: """ Set optimizable parameter values. :param params: Dictionary with new parameter values. diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py index 10e99395d..c4cea638f 100644 --- a/tests/optimize/test_hyperopt.py +++ b/tests/optimize/test_hyperopt.py @@ -686,6 +686,8 @@ def test_generate_optimizer(mocker, hyperopt_conf) -> None: def test_clean_hyperopt(mocker, hyperopt_conf, caplog): patch_exchange(mocker) + mocker.patch("freqtrade.strategy.hyper.HyperStrategyMixin.load_params_from_file", + MagicMock(return_value={})) mocker.patch("freqtrade.optimize.hyperopt.Path.is_file", MagicMock(return_value=True)) unlinkmock = mocker.patch("freqtrade.optimize.hyperopt.Path.unlink", MagicMock()) h = Hyperopt(hyperopt_conf)