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fix: use constant for metadata number mode
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@@ -33,6 +33,8 @@ LABEL_PIPELINE = "label_pipeline"
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TRAINDF = "trained_df"
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METADATA = "metadata"
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METADATA_NUMBER_MODE = rapidjson.NM_NATIVE | rapidjson.NM_NAN
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class pair_info(TypedDict):
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model_filename: str
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@@ -495,7 +497,7 @@ class FreqaiDataDrawer:
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dk.data["label_list"] = dk.label_list
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with (save_path / f"{dk.model_filename}_{METADATA}.json").open("w") as fp:
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rapidjson.dump(dk.data, fp, default=self.np_encoder, number_mode=rapidjson.NM_NATIVE)
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rapidjson.dump(dk.data, fp, default=self.np_encoder, number_mode=METADATA_NUMBER_MODE)
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return
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@@ -526,7 +528,7 @@ class FreqaiDataDrawer:
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dk.data["label_list"] = dk.label_list
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# store the metadata
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with (save_path / f"{dk.model_filename}_{METADATA}.json").open("w") as fp:
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rapidjson.dump(dk.data, fp, default=self.np_encoder, number_mode=rapidjson.NM_NATIVE)
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rapidjson.dump(dk.data, fp, default=self.np_encoder, number_mode=METADATA_NUMBER_MODE)
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# save the pipelines to pickle files
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with (save_path / f"{dk.model_filename}_{FEATURE_PIPELINE}.pkl").open("wb") as fp:
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@@ -563,7 +565,7 @@ class FreqaiDataDrawer:
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presaved backtesting (prediction file loading).
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"""
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with (dk.data_path / f"{dk.model_filename}_{METADATA}.json").open("r") as fp:
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dk.data = rapidjson.load(fp, number_mode=rapidjson.NM_NATIVE)
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dk.data = rapidjson.load(fp, number_mode=METADATA_NUMBER_MODE)
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dk.training_features_list = dk.data["training_features_list"]
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dk.label_list = dk.data["label_list"]
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@@ -587,7 +589,7 @@ class FreqaiDataDrawer:
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dk.label_pipeline = self.meta_data_dictionary[coin][LABEL_PIPELINE]
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else:
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with (dk.data_path / f"{dk.model_filename}_{METADATA}.json").open("r") as fp:
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dk.data = rapidjson.load(fp, number_mode=rapidjson.NM_NATIVE)
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dk.data = rapidjson.load(fp, number_mode=METADATA_NUMBER_MODE)
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with (dk.data_path / f"{dk.model_filename}_{FEATURE_PIPELINE}.pkl").open("rb") as fp:
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dk.feature_pipeline = cloudpickle.load(fp)
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