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backup historical predictions pickle and load the backup in case of corruption

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This commit is contained in:
robcaulk 2022-09-04 15:56:07 +02:00
parent 3b5e5fc57b
commit ec76214d02
1 changed files with 20 additions and 7 deletions
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13
freqtrade/freqai/data_drawer.py
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@ -76,6 +76,8 @@ class FreqaiDataDrawer:
self.full_path / f"follower_dictionary-{self.follower_name}.json" self.full_path / f"follower_dictionary-{self.follower_name}.json"
) )
self.historic_predictions_path = Path(self.full_path / "historic_predictions.pkl") self.historic_predictions_path = Path(self.full_path / "historic_predictions.pkl")
self.historic_predictions_bkp_path = Path(
self.full_path / "historic_predictions.backup.pkl")
self.pair_dictionary_path = Path(self.full_path / "pair_dictionary.json") self.pair_dictionary_path = Path(self.full_path / "pair_dictionary.json")
self.follow_mode = follow_mode self.follow_mode = follow_mode
if follow_mode: if follow_mode:
@ -118,6 +120,7 @@ class FreqaiDataDrawer:
""" """
exists = self.historic_predictions_path.is_file() exists = self.historic_predictions_path.is_file()
if exists: if exists:
try:
with open(self.historic_predictions_path, "rb") as fp: with open(self.historic_predictions_path, "rb") as fp:
self.historic_predictions = cloudpickle.load(fp) self.historic_predictions = cloudpickle.load(fp)
logger.info( logger.info(
@ -125,6 +128,13 @@ class FreqaiDataDrawer:
"that statistics may be inaccurate if the bot has been offline for " "that statistics may be inaccurate if the bot has been offline for "
"an extended period of time." "an extended period of time."
) )
except EOFError:
logger.warning(
'Historical prediction file was corrupted. Trying to load backup file.')
with open(self.historic_predictions_bkp_path, "rb") as fp:
self.historic_predictions = cloudpickle.load(fp)
logger.warning('FreqAI successfully loaded the backup historical predictions file.')
elif not self.follow_mode: elif not self.follow_mode:
logger.info("Could not find existing historic_predictions, starting from scratch") logger.info("Could not find existing historic_predictions, starting from scratch")
else: else:
@ -142,6 +152,9 @@ class FreqaiDataDrawer:
with open(self.historic_predictions_path, "wb") as fp: with open(self.historic_predictions_path, "wb") as fp:
cloudpickle.dump(self.historic_predictions, fp, protocol=cloudpickle.DEFAULT_PROTOCOL) cloudpickle.dump(self.historic_predictions, fp, protocol=cloudpickle.DEFAULT_PROTOCOL)
# create a backup
shutil.copy(self.historic_predictions_path, self.historic_predictions_bkp_path)
def save_drawer_to_disk(self): def save_drawer_to_disk(self):
""" """
Save data drawer full of all pair model metadata in present model folder. Save data drawer full of all pair model metadata in present model folder.