chore: remove some deprecated functions from datakitchen
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@@ -24,8 +24,6 @@ from freqtrade.strategy import merge_informative_pair
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from freqtrade.strategy.interface import IStrategy
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pd.set_option("future.no_silent_downcasting", True)
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SECONDS_IN_DAY = 86400
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SECONDS_IN_HOUR = 3600
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@@ -239,16 +237,14 @@ class FreqaiDataKitchen:
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filtered_df = filtered_df.replace([np.inf, -np.inf], np.nan)
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drop_index = pd.isnull(filtered_df).any(axis=1) # get the rows that have NaNs,
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drop_index = drop_index.replace(True, 1).replace(False, 0).infer_objects(copy=False)
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drop_index = drop_index.replace(True, 1).replace(False, 0).infer_objects()
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if training_filter:
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# we don't care about total row number (total no. datapoints) in training, we only care
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# about removing any row with NaNs
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# if labels has multiple columns (user wants to train multiple modelEs), we detect here
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labels = unfiltered_df.filter(label_list or [], axis=1)
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drop_index_labels = pd.isnull(labels).any(axis=1)
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drop_index_labels = (
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drop_index_labels.replace(True, 1).replace(False, 0).infer_objects(copy=False)
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)
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drop_index_labels = drop_index_labels.replace(True, 1).replace(False, 0).infer_objects()
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dates = unfiltered_df["date"]
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filtered_df = filtered_df[
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(drop_index == 0) & (drop_index_labels == 0)
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