mirror of
https://github.com/OpenBB-finance/OpenBB.git
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dcf3bfe1f7
* Handle no adj close * Added fixes for bad data handling * Finished switching model layout * Fixed all the bugs * Big fixes * Handle a lot more bugs * A couple more enhancements * Fixed issue Co-authored-by: Henrique Joaquim <h.joaquim@campus.fct.unl.pt> Co-authored-by: James Maslek <jmaslek11@gmail.com>
53 lines
1.4 KiB
Python
53 lines
1.4 KiB
Python
from typing import Optional
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import logging
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import pandas as pd
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from openbb_terminal.rich_config import console
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logger = logging.getLogger(__name__)
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def check_columns(
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data: pd.DataFrame, high: bool = True, low: bool = True, close: bool = True
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) -> Optional[str]:
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"""Returns the close columns, or None if the dataframe does not have required columns
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Parameters
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----------
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data: pd.DataFrame
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The dataframe to check
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high: bool
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Whether to check for high column
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low: bool
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Whether to check for low column
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close: bool
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Whether to check for close column
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Returns
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----------
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Optional[str]
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The name of the close column, none if df is invalid
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"""
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close_col = "Close"
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for title in ["Adj Close", "Close", "adj_close", "Adj_Close"]:
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if title in data.columns:
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close_col = title
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break
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close_col = "Adj Close" if "Adj Close" in data.columns else "Close"
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# pylint: disable=too-many-boolean-expressions
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if (
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("High" not in data.columns and high)
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or ("Low" not in data.columns and low)
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or (close_col not in data.columns and close)
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):
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logger.error("Invalid columns. data has columns %s", data.columns)
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console.print(
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"[red] Please make sure that the columns 'High', 'Low', and 'Close'"
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" are in the dataframe.[/red]"
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)
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return None
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return close_col
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