| | from __future__ import annotations |
| |
|
| | from contextlib import contextmanager |
| | import os |
| | from pathlib import Path |
| | import tempfile |
| | from typing import ( |
| | IO, |
| | TYPE_CHECKING, |
| | Any, |
| | ) |
| | import uuid |
| |
|
| | from pandas._config import using_copy_on_write |
| |
|
| | from pandas.compat import PYPY |
| | from pandas.errors import ChainedAssignmentError |
| |
|
| | from pandas import set_option |
| |
|
| | from pandas.io.common import get_handle |
| |
|
| | if TYPE_CHECKING: |
| | from collections.abc import Generator |
| |
|
| | from pandas._typing import ( |
| | BaseBuffer, |
| | CompressionOptions, |
| | FilePath, |
| | ) |
| |
|
| |
|
| | @contextmanager |
| | def decompress_file( |
| | path: FilePath | BaseBuffer, compression: CompressionOptions |
| | ) -> Generator[IO[bytes], None, None]: |
| | """ |
| | Open a compressed file and return a file object. |
| | |
| | Parameters |
| | ---------- |
| | path : str |
| | The path where the file is read from. |
| | |
| | compression : {'gzip', 'bz2', 'zip', 'xz', 'zstd', None} |
| | Name of the decompression to use |
| | |
| | Returns |
| | ------- |
| | file object |
| | """ |
| | with get_handle(path, "rb", compression=compression, is_text=False) as handle: |
| | yield handle.handle |
| |
|
| |
|
| | @contextmanager |
| | def set_timezone(tz: str) -> Generator[None, None, None]: |
| | """ |
| | Context manager for temporarily setting a timezone. |
| | |
| | Parameters |
| | ---------- |
| | tz : str |
| | A string representing a valid timezone. |
| | |
| | Examples |
| | -------- |
| | >>> from datetime import datetime |
| | >>> from dateutil.tz import tzlocal |
| | >>> tzlocal().tzname(datetime(2021, 1, 1)) # doctest: +SKIP |
| | 'IST' |
| | |
| | >>> with set_timezone('US/Eastern'): |
| | ... tzlocal().tzname(datetime(2021, 1, 1)) |
| | ... |
| | 'EST' |
| | """ |
| | import time |
| |
|
| | def setTZ(tz) -> None: |
| | if tz is None: |
| | try: |
| | del os.environ["TZ"] |
| | except KeyError: |
| | pass |
| | else: |
| | os.environ["TZ"] = tz |
| | time.tzset() |
| |
|
| | orig_tz = os.environ.get("TZ") |
| | setTZ(tz) |
| | try: |
| | yield |
| | finally: |
| | setTZ(orig_tz) |
| |
|
| |
|
| | @contextmanager |
| | def ensure_clean( |
| | filename=None, return_filelike: bool = False, **kwargs: Any |
| | ) -> Generator[Any, None, None]: |
| | """ |
| | Gets a temporary path and agrees to remove on close. |
| | |
| | This implementation does not use tempfile.mkstemp to avoid having a file handle. |
| | If the code using the returned path wants to delete the file itself, windows |
| | requires that no program has a file handle to it. |
| | |
| | Parameters |
| | ---------- |
| | filename : str (optional) |
| | suffix of the created file. |
| | return_filelike : bool (default False) |
| | if True, returns a file-like which is *always* cleaned. Necessary for |
| | savefig and other functions which want to append extensions. |
| | **kwargs |
| | Additional keywords are passed to open(). |
| | |
| | """ |
| | folder = Path(tempfile.gettempdir()) |
| |
|
| | if filename is None: |
| | filename = "" |
| | filename = str(uuid.uuid4()) + filename |
| | path = folder / filename |
| |
|
| | path.touch() |
| |
|
| | handle_or_str: str | IO = str(path) |
| | encoding = kwargs.pop("encoding", None) |
| | if return_filelike: |
| | kwargs.setdefault("mode", "w+b") |
| | if encoding is None and "b" not in kwargs["mode"]: |
| | encoding = "utf-8" |
| | handle_or_str = open(path, encoding=encoding, **kwargs) |
| |
|
| | try: |
| | yield handle_or_str |
| | finally: |
| | if not isinstance(handle_or_str, str): |
| | handle_or_str.close() |
| | if path.is_file(): |
| | path.unlink() |
| |
|
| |
|
| | @contextmanager |
| | def with_csv_dialect(name: str, **kwargs) -> Generator[None, None, None]: |
| | """ |
| | Context manager to temporarily register a CSV dialect for parsing CSV. |
| | |
| | Parameters |
| | ---------- |
| | name : str |
| | The name of the dialect. |
| | kwargs : mapping |
| | The parameters for the dialect. |
| | |
| | Raises |
| | ------ |
| | ValueError : the name of the dialect conflicts with a builtin one. |
| | |
| | See Also |
| | -------- |
| | csv : Python's CSV library. |
| | """ |
| | import csv |
| |
|
| | _BUILTIN_DIALECTS = {"excel", "excel-tab", "unix"} |
| |
|
| | if name in _BUILTIN_DIALECTS: |
| | raise ValueError("Cannot override builtin dialect.") |
| |
|
| | csv.register_dialect(name, **kwargs) |
| | try: |
| | yield |
| | finally: |
| | csv.unregister_dialect(name) |
| |
|
| |
|
| | @contextmanager |
| | def use_numexpr(use, min_elements=None) -> Generator[None, None, None]: |
| | from pandas.core.computation import expressions as expr |
| |
|
| | if min_elements is None: |
| | min_elements = expr._MIN_ELEMENTS |
| |
|
| | olduse = expr.USE_NUMEXPR |
| | oldmin = expr._MIN_ELEMENTS |
| | set_option("compute.use_numexpr", use) |
| | expr._MIN_ELEMENTS = min_elements |
| | try: |
| | yield |
| | finally: |
| | expr._MIN_ELEMENTS = oldmin |
| | set_option("compute.use_numexpr", olduse) |
| |
|
| |
|
| | def raises_chained_assignment_error(warn=True, extra_warnings=(), extra_match=()): |
| | from pandas._testing import assert_produces_warning |
| |
|
| | if not warn: |
| | from contextlib import nullcontext |
| |
|
| | return nullcontext() |
| |
|
| | if PYPY and not extra_warnings: |
| | from contextlib import nullcontext |
| |
|
| | return nullcontext() |
| | elif PYPY and extra_warnings: |
| | return assert_produces_warning( |
| | extra_warnings, |
| | match="|".join(extra_match), |
| | ) |
| | else: |
| | if using_copy_on_write(): |
| | warning = ChainedAssignmentError |
| | match = ( |
| | "A value is trying to be set on a copy of a DataFrame or Series " |
| | "through chained assignment" |
| | ) |
| | else: |
| | warning = FutureWarning |
| | |
| | match = "ChainedAssignmentError" |
| | if extra_warnings: |
| | warning = (warning, *extra_warnings) |
| | return assert_produces_warning( |
| | warning, |
| | match="|".join((match, *extra_match)), |
| | ) |
| |
|
| |
|
| | def assert_cow_warning(warn=True, match=None, **kwargs): |
| | """ |
| | Assert that a warning is raised in the CoW warning mode. |
| | |
| | Parameters |
| | ---------- |
| | warn : bool, default True |
| | By default, check that a warning is raised. Can be turned off by passing False. |
| | match : str |
| | The warning message to match against, if different from the default. |
| | kwargs |
| | Passed through to assert_produces_warning |
| | """ |
| | from pandas._testing import assert_produces_warning |
| |
|
| | if not warn: |
| | from contextlib import nullcontext |
| |
|
| | return nullcontext() |
| |
|
| | if not match: |
| | match = "Setting a value on a view" |
| |
|
| | return assert_produces_warning(FutureWarning, match=match, **kwargs) |
| |
|