move ORDERFLOW_ADDED_COLUMNS to constant
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@@ -71,6 +71,19 @@ DEFAULT_DATAFRAME_COLUMNS = ["date", "open", "high", "low", "close", "volume"]
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# it has wide consequences for stored trades files
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# it has wide consequences for stored trades files
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DEFAULT_TRADES_COLUMNS = ["timestamp", "id", "type", "side", "price", "amount", "cost"]
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DEFAULT_TRADES_COLUMNS = ["timestamp", "id", "type", "side", "price", "amount", "cost"]
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DEFAULT_ORDERFLOW_COLUMNS = ["level", "bid", "ask", "delta"]
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DEFAULT_ORDERFLOW_COLUMNS = ["level", "bid", "ask", "delta"]
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ORDERFLOW_ADDED_COLUMNS = [
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"trades",
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"orderflow",
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"imbalances",
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"stacked_imbalances_bid",
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"stacked_imbalances_ask",
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"max_delta",
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"min_delta",
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"bid",
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"ask",
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"delta",
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"total_trades",
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]
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TRADES_DTYPES = {
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TRADES_DTYPES = {
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"timestamp": "int64",
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"timestamp": "int64",
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"id": "str",
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"id": "str",
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@@ -9,26 +9,12 @@ from datetime import datetime
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import numpy as np
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import numpy as np
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import pandas as pd
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import pandas as pd
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from freqtrade.constants import DEFAULT_ORDERFLOW_COLUMNS, Config
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from freqtrade.constants import DEFAULT_ORDERFLOW_COLUMNS, ORDERFLOW_ADDED_COLUMNS, Config
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from freqtrade.exceptions import DependencyException
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from freqtrade.exceptions import DependencyException
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logger = logging.getLogger(__name__)
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logger = logging.getLogger(__name__)
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ORDERFLOW_ADDED_COLUMNS = [
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"trades",
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"orderflow",
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"imbalances",
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"stacked_imbalances_bid",
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"stacked_imbalances_ask",
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"max_delta",
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"min_delta",
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"bid",
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"ask",
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"delta",
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"total_trades",
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]
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def _init_dataframe_with_trades_columns(dataframe: pd.DataFrame):
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def _init_dataframe_with_trades_columns(dataframe: pd.DataFrame):
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"""
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"""
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@@ -16,8 +16,8 @@ from pandas import DataFrame
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from sklearn.model_selection import train_test_split
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from sklearn.model_selection import train_test_split
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from freqtrade.configuration import TimeRange
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from freqtrade.configuration import TimeRange
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from freqtrade.constants import DOCS_LINK, Config
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from freqtrade.constants import DOCS_LINK, ORDERFLOW_ADDED_COLUMNS, Config
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from freqtrade.data.converter import ORDERFLOW_ADDED_COLUMNS, reduce_dataframe_footprint
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from freqtrade.data.converter import reduce_dataframe_footprint
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from freqtrade.exceptions import OperationalException
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from freqtrade.exceptions import OperationalException
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from freqtrade.exchange import timeframe_to_seconds
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from freqtrade.exchange import timeframe_to_seconds
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from freqtrade.strategy import merge_informative_pair
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from freqtrade.strategy import merge_informative_pair
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