from __future__ import annotations import contextlib import inspect import os import re from typing import Generator import warnings @contextlib.contextmanager def rewrite_exception(old_name: str, new_name: str) -> Generator[None, None, None]: """ Rewrite the message of an exception. """ try: yield except Exception as err: if not err.args: raise msg = str(err.args[0]) msg = msg.replace(old_name, new_name) args: tuple[str, ...] = (msg,) if len(err.args) > 1: args = args + err.args[1:] err.args = args raise def find_stack_level() -> int: """ Find the first place in the stack that is not inside pandas (tests notwithstanding). """ import pandas as pd pkg_dir = os.path.dirname(pd.__file__) test_dir = os.path.join(pkg_dir, "tests") # https://stackoverflow.com/questions/17407119/python-inspect-stack-is-slow frame = inspect.currentframe() n = 0 while frame: fname = inspect.getfile(frame) if fname.startswith(pkg_dir) and not fname.startswith(test_dir): frame = frame.f_back n += 1 else: break return n @contextlib.contextmanager def rewrite_warning( target_message: str, target_category: type[Warning], new_message: str, new_category: type[Warning] | None = None, ) -> Generator[None, None, None]: """ Rewrite the message of a warning. Parameters ---------- target_message : str Warning message to match. target_category : Warning Warning type to match. new_message : str New warning message to emit. new_category : Warning or None, default None New warning type to emit. When None, will be the same as target_category. """ if new_category is None: new_category = target_category with warnings.catch_warnings(record=True) as record: yield if len(record) > 0: match = re.compile(target_message) for warning in record: if warning.category is target_category and re.search( match, str(warning.message) ): category = new_category message: Warning | str = new_message else: category, message = warning.category, warning.message warnings.warn_explicit( message=message, category=category, filename=warning.filename, lineno=warning.lineno, )