"""Utils.""" import argparse import os import random import re import shutil import sys from contextlib import contextmanager from datetime import ( datetime, ) from pathlib import Path from typing import TYPE_CHECKING, Dict, List, Optional, Tuple, Union import numpy as np import pandas as pd import requests from openbb_cli.config.constants import AVAILABLE_FLAIRS, ENV_FILE_SETTINGS from openbb_cli.session import Session from openbb_core.app.model.obbject import OBBject from pytz import all_timezones, timezone from rich.table import Table if TYPE_CHECKING: from openbb_charting.core.openbb_figure import OpenBBFigure # pylint: disable=R1702,R0912 # pylint: disable=too-many-statements,no-member,too-many-branches,C0302 session = Session() def remove_file(path: Path) -> bool: """Remove path. Parameters ---------- path : Path The file path. Returns ------- bool The status of the removal. """ # TODO: Check why module level import leads to circular import. try: if os.path.isfile(path): os.remove(path) elif os.path.isdir(path): shutil.rmtree(path) return True except Exception: session.console.print( f"\n[bold red]Failed to remove {path}" "\nPlease delete this manually![/bold red]" ) return False def print_goodbye(): """Print a goodbye message when quitting the terminal.""" # LEGACY GOODBYE MESSAGES - You'll live in our hearts forever. # "An informed ape, is a strong ape." # "Remember that stonks only go up." # "Diamond hands." # "Apes together strong." # "This is our way." # "Keep the spacesuit ape, we haven't reached the moon yet." # "I am not a cat. I'm an ape." # "We like the terminal." # "...when offered a flight to the moon, nobody asks about what seat." text = """ [param]Thank you for using the OpenBB Platform CLI and being part of this journey.[/param] We hope you'll find the new OpenBB Platform CLI a valuable tool. To stay tuned, sign up for our newsletter: [cmds]https://openbb.co/newsletter.[/] Please feel free to check out our other products: [bold]OpenBB Workspace[/]: [cmds]https://openbb.co[/cmds] [bold]OpenBB Platform:[/] [cmds]https://docs.openbb.co/platform[/cmds] [bold]OpenBB Bot[/]: [cmds]https://docs.openbb.co/bot[/cmds] """ session.console.print(text) def print_guest_block_msg(): """Block guest users from using the cli.""" if session.is_local(): session.console.print( "[info]You are currently logged as a guest.[/info]\n" "[info]Login to use this feature.[/info]\n\n" "[info]If you don't have an account, you can create one here: [/info]" f"[cmds]{session.settings.HUB_URL + '/register'}\n[/cmds]" ) def bootup(): """Bootup the cli.""" if sys.platform == "win32": # Enable VT100 Escape Sequence for WINDOWS 10 Ver. 1607 os.system("") # nosec # noqa: S605,S607 try: if os.name == "nt": # pylint: disable=E1101 sys.stdin.reconfigure(encoding="utf-8") # type: ignore # pylint: disable=E1101 sys.stdout.reconfigure(encoding="utf-8") # type: ignore except Exception as e: session.console.print(e, "\n") def welcome_message(): """Print the welcome message. Prints first welcome message, help and a notification if updates are available. """ session.console.print( f"\nWelcome to OpenBB Platform CLI v{session.settings.VERSION}" ) def reset(queue: Optional[List[str]] = None): """Reset the CLI. Allows for checking code without quitting. """ session.console.print("resetting...") debug = session.settings.DEBUG_MODE dev = session.settings.DEV_BACKEND try: # remove the hub routines if not session.is_local(): remove_file( Path(session.user.preferences.export_directory, "routines", "hub") ) # if not get_current_user().profile.remember: # Local.remove(HIST_FILE_PROMPT) # we clear all openbb_cli modules from sys.modules for module in list(sys.modules.keys()): parts = module.split(".") if parts[0] == "openbb_cli": del sys.modules[module] queue_list = ["/".join(queue) if len(queue) > 0 else ""] # type: ignore # pylint: disable=import-outside-toplevel # we run the cli again if session.is_local(): from openbb_cli.controllers.cli_controller import main main(debug, dev, queue_list, module="") # type: ignore else: from openbb_cli.controllers.cli_controller import launch launch(queue=queue_list) except Exception as e: session.console.print(f"Unfortunately, resetting wasn't possible: {e}\n") print_goodbye() @contextmanager def suppress_stdout(): """Suppress the stdout.""" with open(os.devnull, "w") as devnull: old_stdout = sys.stdout old_stderr = sys.stderr sys.stdout = devnull sys.stderr = devnull try: yield finally: sys.stdout = old_stdout sys.stderr = old_stderr def first_time_user() -> bool: """Check whether a user is a first time user. A first time user is someone with an empty .env file. If this is true, it also adds an env variable to make sure this does not run again. Returns ------- bool Whether or not the user is a first time user """ if ENV_FILE_SETTINGS.stat().st_size == 0: session.settings.set_item("PREVIOUS_USE", True) return True return False def parse_and_split_input(an_input: str, custom_filters: List) -> List[str]: """Filter and split the input queue. Uses regex to filters command arguments that have forward slashes so that it doesn't break the execution of the command queue. Currently handles unix paths and sorting settings for screener menus. Parameters ---------- an_input : str User input as string custom_filters : List Additional regular expressions to match Returns ------- List[str] Command queue as list """ # Make sure that the user can go back to the root when doing "/" if an_input and an_input == "/": an_input = "home" # everything from ` -f ` to the next known extension file_flag = r"(\ -f |\ --file )" up_to = r".*?" known_extensions = r"(\.(xlsx|csv|xls|tsv|json|yaml|ini|openbb|ipynb))" unix_path_arg_exp = f"({file_flag}{up_to}{known_extensions})" # Add custom expressions to handle edge cases of individual controllers custom_filter = "" for exp in custom_filters: if exp is not None: custom_filter += f"|{exp}" del exp slash_filter_exp = f"({unix_path_arg_exp}){custom_filter}" filter_input = True placeholders: Dict[str, str] = {} while filter_input: match = re.search(pattern=slash_filter_exp, string=an_input) if match is not None: placeholder = f"{{placeholder{len(placeholders)+1}}}" placeholders[placeholder] = an_input[ match.span()[0] : match.span()[1] # noqa:E203 ] an_input = ( an_input[: match.span()[0]] + placeholder + an_input[match.span()[1] :] # noqa:E203 ) else: filter_input = False commands = an_input.split("/") if "timezone" not in an_input else [an_input] for command_num, command in enumerate(commands): if command == commands[-1] == "": return list(filter(None, commands)) matching_placeholders = [tag for tag in placeholders if tag in command] if len(matching_placeholders) > 0: for tag in matching_placeholders: commands[command_num] = command.replace(tag, placeholders[tag]) return commands def return_colored_value(value: str): """Return the string value based on condition. Return it with green, yellow, red or white color based on whether the number is positive, negative, zero or other, respectively. Parameters ---------- value: str string to be checked Returns ------- value: str string with color based on value of number if it exists """ values = re.findall(r"[-+]?(?:\d*\.\d+|\d+)", value) # Finds exactly 1 number in the string if len(values) == 1: if float(values[0]) > 0: return f"[green]{value}[/green]" if float(values[0]) < 0: return f"[red]{value}[/red]" if float(values[0]) == 0: return f"[yellow]{value}[/yellow]" return f"{value}" # pylint: disable=too-many-arguments,too-many-positional-arguments def print_rich_table( # noqa: PLR0912 df: pd.DataFrame, show_index: bool = False, title: str = "", index_name: str = "", headers: Optional[Union[List[str], pd.Index]] = None, floatfmt: Union[str, List[str]] = ".2f", show_header: bool = True, automatic_coloring: bool = False, columns_to_auto_color: Optional[List[str]] = None, rows_to_auto_color: Optional[List[str]] = None, export: bool = False, limit: Optional[int] = 1000, columns_keep_types: Optional[List[str]] = None, use_tabulate_df: bool = True, ): """Prepare a table from df in rich. Parameters ---------- df: pd.DataFrame Dataframe to turn into table show_index: bool Whether to include index title: str Title for table index_name : str Title for index column headers: List[str] Titles for columns floatfmt: Union[str, List[str]] Float number formatting specs as string or list of strings. Defaults to ".2f" show_header: bool Whether to show the header row. automatic_coloring: bool Automatically color a table based on positive and negative values columns_to_auto_color: List[str] Columns to automatically color rows_to_auto_color: List[str] Rows to automatically color export: bool Whether we are exporting the table to a file. If so, we don't want to print it. limit: Optional[int] Limit the number of rows to show. columns_keep_types: Optional[List[str]] Columns to keep their types, i.e. not convert to numeric """ if export: return MAX_COLS = session.settings.ALLOWED_NUMBER_OF_COLUMNS MAX_ROWS = session.settings.ALLOWED_NUMBER_OF_ROWS # Make a copy of the dataframe to avoid SettingWithCopyWarning df = df.copy() show_index = not isinstance(df.index, pd.RangeIndex) and show_index # convert non-str that are not timestamp or int into str # eg) praw.models.reddit.subreddit.Subreddit for col in df.columns: if columns_keep_types is not None and col in columns_keep_types: continue try: if not any( isinstance(df[col].iloc[x], pd.Timestamp) for x in range(min(10, len(df))) ): df[col] = df[col].apply(pd.to_numeric) except (ValueError, TypeError): df[col] = df[col].astype(str) def _get_headers(_headers: Union[List[str], pd.Index]) -> List[str]: """Check if headers are valid and return them.""" output = _headers if isinstance(_headers, pd.Index): output = list(_headers) if len(output) != len(df.columns): raise ValueError("Length of headers does not match length of DataFrame.") return output # type: ignore if session.settings.USE_INTERACTIVE_DF: df_outgoing = df.copy() # If headers are provided, use them if headers is not None: # We check if headers are valid df_outgoing.columns = _get_headers(headers) if show_index and index_name not in df_outgoing.columns: # If index name is provided, we use it df_outgoing.index.name = index_name or "Index" df_outgoing = df_outgoing.reset_index() for col in df_outgoing.columns: if col == "": df_outgoing = df_outgoing.rename(columns={col: " "}) session._backend.send_table( # type: ignore # pylint: disable=protected-access df_table=df_outgoing, title=title, theme=session.user.preferences.table_style, ) return df = df.copy() if not limit else df.copy().iloc[:limit] if automatic_coloring: if columns_to_auto_color: for col in columns_to_auto_color: # checks whether column exists if col in df.columns: df[col] = df[col].apply(lambda x: return_colored_value(str(x))) if rows_to_auto_color: for row in rows_to_auto_color: # checks whether row exists if row in df.index: df.loc[row] = df.loc[row].apply( lambda x: return_colored_value(str(x)) ) if columns_to_auto_color is None and rows_to_auto_color is None: df = df.applymap(lambda x: return_colored_value(str(x))) exceeds_allowed_columns = len(df.columns) > MAX_COLS exceeds_allowed_rows = len(df) > MAX_ROWS if exceeds_allowed_columns: original_columns = df.columns.tolist() trimmed_columns = df.columns.tolist()[:MAX_COLS] df = df[trimmed_columns] trimmed_columns = [ col for col in original_columns if col not in trimmed_columns ] if exceeds_allowed_rows: n_rows = len(df.index) max_rows = MAX_ROWS df = df[:max_rows] trimmed_rows_count = n_rows - max_rows if use_tabulate_df: table = Table(title=title, show_lines=True, show_header=show_header) if show_index: table.add_column(index_name) if headers is not None: headers = _get_headers(headers) for header in headers: table.add_column(str(header)) else: for column in df.columns: table.add_column(str(column)) if isinstance(floatfmt, list) and len(floatfmt) != len(df.columns): raise ( ValueError( "Length of floatfmt list does not match length of DataFrame columns." ) ) if isinstance(floatfmt, str): floatfmt = [floatfmt for _ in range(len(df.columns))] for idx, values in zip(df.index.tolist(), df.values.tolist()): # remove hour/min/sec from timestamp index - Format: YYYY-MM-DD # make better row_idx = [str(idx)] if show_index else [] row_idx += [ ( str(x) if not isinstance(x, float) and not isinstance(x, np.float64) else ( f"{x:{floatfmt[idx]}}" if isinstance(floatfmt, list) else ( f"{x:.2e}" if 0 < abs(float(x)) <= 0.0001 else f"{x:floatfmt}" ) ) ) for idx, x in enumerate(values) ] table.add_row(*row_idx) session.console.print(table) else: session.console.print(df.to_string(col_space=0)) if exceeds_allowed_columns: session.console.print( f"[yellow]\nAllowed number of columns exceeded ({session.settings.ALLOWED_NUMBER_OF_COLUMNS}).\n" f"The following columns were removed from the output: {', '.join(trimmed_columns)}.\n[/yellow]" ) if exceeds_allowed_rows: session.console.print( f"[yellow]\nAllowed number of rows exceeded ({session.settings.ALLOWED_NUMBER_OF_ROWS}).\n" f"{trimmed_rows_count} rows were removed from the output.\n[/yellow]" ) if exceeds_allowed_columns or exceeds_allowed_rows: session.console.print( "Use the `--export` flag to analyse the full output on a file." ) def check_non_negative(value) -> int: """Argparse type to check non negative int.""" new_value = int(value) if new_value < 0: raise argparse.ArgumentTypeError(f"{value} is negative") return new_value def check_positive(value) -> int: """Argparse type to check positive int.""" new_value = int(value) if new_value <= 0: raise argparse.ArgumentTypeError(f"{value} is an invalid positive int value") return new_value def validate_register_key(value: str) -> str: """Validate the register key to ensure it does not contain the reserved word 'OBB'.""" if "OBB" in value: raise argparse.ArgumentTypeError( "The register key cannot contain the reserved word 'OBB'." ) return str(value) def get_user_agent() -> str: """Get a not very random user agent.""" user_agent_strings = [ "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10.10; rv:86.1) Gecko/20100101 Firefox/86.1", "Mozilla/5.0 (Windows NT 6.1; WOW64; rv:86.1) Gecko/20100101 Firefox/86.1", "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.10; rv:82.1) Gecko/20100101 Firefox/82.1", "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.13; rv:86.0) Gecko/20100101 Firefox/86.0", "Mozilla/5.0 (Windows NT 10.0; WOW64; rv:86.0) Gecko/20100101 Firefox/86.0", "Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10.10; rv:83.0) Gecko/20100101 Firefox/83.0", "Mozilla/5.0 (Windows NT 6.1; WOW64; rv:84.0) Gecko/20100101 Firefox/84.0", ] return random.choice(user_agent_strings) # nosec # noqa: S311 def get_flair() -> str: """Get a flair icon.""" current_flair = str(session.settings.FLAIR) flair = AVAILABLE_FLAIRS.get(current_flair, current_flair) return flair def get_dtime() -> str: """Get a datetime string.""" dtime = "" if session.settings.USE_DATETIME and get_user_timezone_or_invalid() != "INVALID": dtime = datetime.now(timezone(get_user_timezone())).strftime("%Y %b %d, %H:%M") return dtime def get_flair_and_username() -> str: """Get a flair icon and username.""" flair = get_flair() if dtime := get_dtime(): dtime = f"{dtime} " username = getattr(session.user.profile.hub_session, "username", "") if username: username = f"[{username}] " return f"{dtime}{username}{flair}" def is_timezone_valid(user_tz: str) -> bool: """Check whether user timezone is valid. Parameters ---------- user_tz: str Timezone to check for validity Returns ------- bool True if timezone provided is valid """ return user_tz in all_timezones def get_user_timezone() -> str: """Get user timezone if it is a valid one. Returns ------- str user timezone based on .env file """ return session.settings.TIMEZONE def get_user_timezone_or_invalid() -> str: """Get user timezone if it is a valid one. Returns ------- str user timezone based on timezone.openbb file or INVALID """ user_tz = get_user_timezone() if is_timezone_valid(user_tz): return f"{user_tz}" return "INVALID" def check_file_type_saved(valid_types: Optional[List[str]] = None): """Provide valid types for the user to be able to select. Parameters ---------- valid_types: List[str] List of valid types to export data Returns ------- check_filenames: Optional[List[str]] Function that returns list of filenames to export data """ def check_filenames(filenames: str = "") -> str: """Check if filenames are valid. Parameters ---------- filenames: str filenames to be saved separated with comma Returns ---------- str valid filenames separated with comma """ if not filenames or not valid_types: return "" valid_filenames = list() for filename in filenames.split(","): if filename.endswith(tuple(valid_types)): valid_filenames.append(filename) else: session.console.print( f"[red]Filename '{filename}' provided is not valid!\nPlease use one of the following file types:" f"{','.join(valid_types)}[/red]\n" ) return ",".join(valid_filenames) return check_filenames def remove_timezone_from_dataframe(df: pd.DataFrame) -> pd.DataFrame: """Remove timezone information from a dataframe. Parameters ---------- df : pd.DataFrame The dataframe to remove timezone information from Returns ------- pd.DataFrame The dataframe with timezone information removed """ date_cols = [] index_is_date = False # Find columns and index containing date data if ( df.index.dtype.kind == "M" and hasattr(df.index.dtype, "tz") and df.index.dtype.tz is not None ): index_is_date = True for col, dtype in df.dtypes.items(): if dtype.kind == "M" and hasattr(df.index.dtype, "tz") and dtype.tz is not None: date_cols.append(col) # Remove the timezone information for col in date_cols: df[col] = df[col].dt.date if index_is_date: index_name = df.index.name df.index = df.index.date df.index.name = index_name return df def compose_export_path(func_name: str, dir_path: str) -> Path: """Compose export path for data from the terminal. Creates a path to a folder and a filename based on conditions. Parameters ---------- func_name : str Name of the command that invokes this function dir_path : str Path of directory from where this function is called Returns ------- Path Path variable containing the path of the exported file """ now = datetime.now() # Resolving all symlinks and also normalizing path. resolve_path = Path(dir_path).resolve() # Getting the directory names from the path. Instead of using split/replace (Windows doesn't like that) # check if this is done in a main context to avoid saving with openbb_cli if resolve_path.parts[-2] == "openbb_cli": path_cmd = f"{resolve_path.parts[-1]}" else: path_cmd = f"{resolve_path.parts[-2]}_{resolve_path.parts[-1]}" default_filename = f"{now.strftime('%Y%m%d_%H%M%S')}_{path_cmd}_{func_name}" full_path = Path(session.user.preferences.export_directory) / default_filename return full_path def ask_file_overwrite(file_path: Path) -> Tuple[bool, bool]: """Provide a prompt for overwriting existing files. Returns two values, the first is a boolean indicating if the file exists and the second is a boolean indicating if the user wants to overwrite the file. """ if session.settings.FILE_OVERWRITE: return False, True if session.settings.TEST_MODE: return False, True if file_path.exists(): overwrite = input("\nFile already exists. Overwrite? [y/n]: ").lower() if overwrite == "y": file_path.unlink(missing_ok=True) # File exists and user wants to overwrite return True, True # File exists and user does not want to overwrite return True, False # File does not exist return False, True # This is a false positive on pylint and being tracked in pylint #3060 # pylint: disable=abstract-class-instantiated,too-many-positional-arguments def save_to_excel(df, saved_path, sheet_name, start_row=0, index=True, header=True): """Save a Pandas DataFrame to an Excel file. Args: df: A Pandas DataFrame. saved_path: The path to the Excel file to save to. sheet_name: The name of the sheet to save the DataFrame to. start_row: The row number to start writing the DataFrame at. index: Whether to write the DataFrame index to the Excel file. header: Whether to write the DataFrame header to the Excel file. """ overwrite_options = { "o": "replace", "a": "overlay", "n": "new", } if not saved_path.exists(): with pd.ExcelWriter(saved_path, engine="openpyxl") as writer: df.to_excel(writer, sheet_name=sheet_name, index=index, header=header) else: with pd.ExcelFile(saved_path) as reader: overwrite_option = "n" if sheet_name in reader.sheet_names: overwrite_option = input( "\nSheet already exists. Overwrite/Append/New? [o/a/n]: " ).lower() start_row = 0 if overwrite_option == "a": existing_df = pd.read_excel(saved_path, sheet_name=sheet_name) start_row = existing_df.shape[0] + 1 with pd.ExcelWriter( saved_path, mode="a", if_sheet_exists=overwrite_options[overwrite_option], engine="openpyxl", ) as writer: df.to_excel( writer, sheet_name=sheet_name, startrow=start_row, index=index, header=False if overwrite_option == "a" else header, ) # This is a false positive on pylint and being tracked in pylint #3060 # pylint: disable=abstract-class-instantiated,too-many-positional-arguments def export_data( export_type: str, dir_path: str, func_name: str, df: pd.DataFrame = pd.DataFrame(), sheet_name: Optional[str] = None, figure: Optional["OpenBBFigure"] = None, margin: bool = True, ) -> None: """Export data to a file. Parameters ---------- export_type : str Type of export between: csv,json,xlsx,xls dir_path : str Path of directory from where this function is called func_name : str Name of the command that invokes this function df : pd.Dataframe Dataframe of data to save sheet_name : str If provided. The name of the sheet to save in excel file figure : Optional[OpenBBFigure] Figure object to save as image file margin : bool Automatically adjust subplot parameters to give specified padding. """ if export_type: saved_path = compose_export_path(func_name, dir_path).resolve() saved_path.parent.mkdir(parents=True, exist_ok=True) for exp_type in export_type.split(","): # In this scenario the path was provided, e.g. --export pt.csv, pt.jpg if "." in exp_type: saved_path = saved_path.with_name(exp_type) # In this scenario we use the default filename else: if ".OpenBB_openbb_cli" in saved_path.name: saved_path = saved_path.with_name( saved_path.name.replace(".OpenBB_openbb_cli", "OpenBBCLI") ) saved_path = saved_path.with_suffix(f".{exp_type}") exists, overwrite = False, False is_xlsx = exp_type.endswith("xlsx") if sheet_name is None and is_xlsx or not is_xlsx: exists, overwrite = ask_file_overwrite(saved_path) if exists and not overwrite: existing = len(list(saved_path.parent.glob(saved_path.stem + "*"))) saved_path = saved_path.with_stem(f"{saved_path.stem}_{existing + 1}") df = df.replace( { r"\[yellow\]": "", r"\[/yellow\]": "", r"\[green\]": "", r"\[/green\]": "", r"\[red\]": "", r"\[/red\]": "", r"\[magenta\]": "", r"\[/magenta\]": "", }, regex=True, ) if exp_type.endswith("csv"): df.to_csv(saved_path) elif exp_type.endswith("json"): df.reset_index(drop=True, inplace=True) df.to_json(saved_path) elif exp_type.endswith("xlsx"): # since xlsx does not support datetimes with timezones we need to remove it df = remove_timezone_from_dataframe(df) if sheet_name is None: # noqa: SIM223 df.to_excel( saved_path, index=True, header=True, ) else: save_to_excel(df, saved_path, sheet_name) elif saved_path.suffix in [".jpg", ".png"]: if figure is None: session.console.print("No plot to export.") continue figure.show(export_image=saved_path, margin=margin) else: session.console.print("Wrong export file specified.") continue if saved_path.exists(): session.console.print(f"Saved file: {saved_path}") else: session.console.print(f"Failed to save file: {saved_path}") if figure is not None: figure._exported = True # pylint: disable=protected-access def system_clear(): """Clear screen.""" os.system("cls||clear") # nosec # noqa: S605,S607 # Write an abstract helper to make requests from a url with potential headers and params def request( url: str, method: str = "get", timeout: int = 0, **kwargs ) -> requests.Response: """Make requests from a url with potential headers and params. Parameters ---------- url : str Url to make the request to method : str HTTP method to use. Choose from: delete, get, head, patch, post, put, by default "get" timeout : int How many seconds to wait for the server to send data Returns ------- requests.Response Request response object Raises ------ ValueError If invalid method is passed """ method = method.lower() if method not in ["delete", "get", "head", "patch", "post", "put"]: raise ValueError(f"Invalid method: {method}") # We want to add a user agent to the request, so check if there are any headers # If there are headers, check if there is a user agent, if not add one. # Some requests seem to work only with a specific user agent, so we want to be able to override it. headers = kwargs.pop("headers", {}) timeout = timeout or session.user.preferences.request_timeout if "User-Agent" not in headers: headers["User-Agent"] = get_user_agent() func = getattr(requests, method) return func( url, headers=headers, timeout=timeout, **kwargs, ) def parse_unknown_args_to_dict(unknown_args: Optional[List[str]]) -> Dict[str, str]: """Parse unknown arguments to a dictionary.""" unknown_args_dict = {} if unknown_args: for idx, arg in enumerate(unknown_args): if arg.startswith("--"): if idx + 1 < len(unknown_args): try: unknown_args_dict[arg.replace("--", "")] = ( eval( # noqa: S307, E501 pylint: disable=eval-used unknown_args[idx + 1] ) ) except Exception: unknown_args_dict[arg] = unknown_args[idx + 1] else: session.console.print( f"Missing value for argument {arg}. Skipping this argument." ) return unknown_args_dict def handle_obbject_display( obbject: OBBject, chart: bool = False, export: str = "", sheet_name: str = "", **kwargs, ): """Handle the display of an OBBject.""" df: pd.DataFrame = pd.DataFrame() fig: Optional[OpenBBFigure] = None if chart: try: if obbject.chart: obbject.show(**kwargs) else: obbject.charting.to_chart(**kwargs) # type: ignore if export: fig = obbject.chart.fig # type: ignore df = obbject.to_dataframe() except Exception as e: session.console.print(f"Failed to display chart: {e}") elif session.settings.USE_INTERACTIVE_DF: obbject.charting.table() # type: ignore else: df = obbject.to_dataframe() print_rich_table( df=df, show_index=True, title=obbject.extra.get("command", ""), export=bool(export), ) if export and not df.empty: if sheet_name and isinstance(sheet_name, list): sheet_name = sheet_name[0] func_name = ( obbject.extra.get("command", "") .replace("/", "_") .replace(" ", "_") .replace("--", "_") ) export_data( export_type=",".join(export), dir_path=os.path.dirname(os.path.abspath(__file__)), func_name=func_name, df=df, sheet_name=sheet_name, figure=fig, ) elif export and df.empty: session.console.print("[yellow]No data to export.[/yellow]")