diff --git a/llmeval-env/lib/python3.10/site-packages/frozenlist-1.4.1.dist-info/INSTALLER b/llmeval-env/lib/python3.10/site-packages/frozenlist-1.4.1.dist-info/INSTALLER new file mode 100644 index 0000000000000000000000000000000000000000..a1b589e38a32041e49332e5e81c2d363dc418d68 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/frozenlist-1.4.1.dist-info/INSTALLER @@ -0,0 +1 @@ +pip diff --git a/llmeval-env/lib/python3.10/site-packages/frozenlist-1.4.1.dist-info/LICENSE b/llmeval-env/lib/python3.10/site-packages/frozenlist-1.4.1.dist-info/LICENSE new file mode 100644 index 0000000000000000000000000000000000000000..7082a2d5b9047bfc09589f387053e24ea490bc54 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/frozenlist-1.4.1.dist-info/LICENSE @@ -0,0 +1,201 @@ +Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright 2013-2019 Nikolay Kim and Andrew Svetlov + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. diff --git a/llmeval-env/lib/python3.10/site-packages/frozenlist-1.4.1.dist-info/METADATA b/llmeval-env/lib/python3.10/site-packages/frozenlist-1.4.1.dist-info/METADATA new file mode 100644 index 0000000000000000000000000000000000000000..60603d5a5a4db0e2896acef9d10496d89aed677e --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/frozenlist-1.4.1.dist-info/METADATA @@ -0,0 +1,420 @@ +Metadata-Version: 2.1 +Name: frozenlist +Version: 1.4.1 +Summary: A list-like structure which implements collections.abc.MutableSequence +Home-page: https://github.com/aio-libs/frozenlist +Maintainer: aiohttp team +Maintainer-email: team@aiohttp.org +License: Apache 2 +Project-URL: Chat: Matrix, https://matrix.to/#/#aio-libs:matrix.org +Project-URL: Chat: Matrix Space, https://matrix.to/#/#aio-libs-space:matrix.org +Project-URL: CI: Github Actions, https://github.com/aio-libs/frozenlist/actions +Project-URL: Code of Conduct, https://github.com/aio-libs/.github/blob/master/CODE_OF_CONDUCT.md +Project-URL: Coverage: codecov, https://codecov.io/github/aio-libs/frozenlist +Project-URL: Docs: Changelog, https://github.com/aio-libs/frozenlist/blob/master/CHANGES.rst#changelog +Project-URL: Docs: RTD, https://frozenlist.aio-libs.org +Project-URL: GitHub: issues, https://github.com/aio-libs/frozenlist/issues +Project-URL: GitHub: repo, https://github.com/aio-libs/frozenlist +Classifier: Development Status :: 5 - Production/Stable +Classifier: Intended Audience :: Developers +Classifier: License :: OSI Approved :: Apache Software License +Classifier: Operating System :: POSIX +Classifier: Operating System :: MacOS :: MacOS X +Classifier: Operating System :: Microsoft :: Windows +Classifier: Programming Language :: Cython +Classifier: Programming Language :: Python +Classifier: Programming Language :: Python :: 3 +Classifier: Programming Language :: Python :: 3.8 +Classifier: Programming Language :: Python :: 3.9 +Classifier: Programming Language :: Python :: 3.10 +Classifier: Programming Language :: Python :: 3.11 +Classifier: Programming Language :: Python :: 3.12 +Classifier: Programming Language :: Python :: Implementation :: CPython +Classifier: Programming Language :: Python :: Implementation :: PyPy +Requires-Python: >=3.8 +Description-Content-Type: text/x-rst +License-File: LICENSE + +frozenlist +========== + +.. image:: https://github.com/aio-libs/frozenlist/workflows/CI/badge.svg + :target: https://github.com/aio-libs/frozenlist/actions + :alt: GitHub status for master branch + +.. image:: https://codecov.io/gh/aio-libs/frozenlist/branch/master/graph/badge.svg + :target: https://codecov.io/gh/aio-libs/frozenlist + :alt: codecov.io status for master branch + +.. image:: https://img.shields.io/pypi/v/frozenlist.svg?logo=Python&logoColor=white + :target: https://pypi.org/project/frozenlist + :alt: frozenlist @ PyPI + +.. image:: https://readthedocs.org/projects/frozenlist/badge/?version=latest + :target: https://frozenlist.aio-libs.org + :alt: Read The Docs build status badge + +.. image:: https://img.shields.io/matrix/aio-libs:matrix.org?label=Discuss%20on%20Matrix%20at%20%23aio-libs%3Amatrix.org&logo=matrix&server_fqdn=matrix.org&style=flat + :target: https://matrix.to/#/%23aio-libs:matrix.org + :alt: Matrix Room — #aio-libs:matrix.org + +.. image:: https://img.shields.io/matrix/aio-libs-space:matrix.org?label=Discuss%20on%20Matrix%20at%20%23aio-libs-space%3Amatrix.org&logo=matrix&server_fqdn=matrix.org&style=flat + :target: https://matrix.to/#/%23aio-libs-space:matrix.org + :alt: Matrix Space — #aio-libs-space:matrix.org + +Introduction +------------ + +``frozenlist.FrozenList`` is a list-like structure which implements +``collections.abc.MutableSequence``. The list is *mutable* until ``FrozenList.freeze`` +is called, after which list modifications raise ``RuntimeError``: + + +>>> from frozenlist import FrozenList +>>> fl = FrozenList([17, 42]) +>>> fl.append('spam') +>>> fl.append('Vikings') +>>> fl + +>>> fl.freeze() +>>> fl + +>>> fl.frozen +True +>>> fl.append("Monty") +Traceback (most recent call last): + File "", line 1, in + File "frozenlist/_frozenlist.pyx", line 97, in frozenlist._frozenlist.FrozenList.append + self._check_frozen() + File "frozenlist/_frozenlist.pyx", line 19, in frozenlist._frozenlist.FrozenList._check_frozen + raise RuntimeError("Cannot modify frozen list.") +RuntimeError: Cannot modify frozen list. + + +FrozenList is also hashable, but only when frozen. Otherwise it also throws a RuntimeError: + + +>>> fl = FrozenList([17, 42, 'spam']) +>>> hash(fl) +Traceback (most recent call last): + File "", line 1, in + File "frozenlist/_frozenlist.pyx", line 111, in frozenlist._frozenlist.FrozenList.__hash__ + raise RuntimeError("Cannot hash unfrozen list.") +RuntimeError: Cannot hash unfrozen list. +>>> fl.freeze() +>>> hash(fl) +3713081631934410656 +>>> dictionary = {fl: 'Vikings'} # frozen fl can be a dict key +>>> dictionary +{: 'Vikings'} + + +Installation +------------ + +:: + + $ pip install frozenlist + +The library requires Python 3.8 or newer. + + +Documentation +------------- + +https://frozenlist.aio-libs.org + +Communication channels +---------------------- + +We have a *Matrix Space* `#aio-libs-space:matrix.org +`_ which is +also accessible via Gitter. + +Requirements +------------ + +- Python >= 3.8 + +License +------- + +``frozenlist`` is offered under the Apache 2 license. + +Source code +----------- + +The project is hosted on GitHub_ + +Please file an issue in the `bug tracker +`_ if you have found a bug +or have some suggestions to improve the library. + +.. _GitHub: https://github.com/aio-libs/frozenlist + +========= +Changelog +========= + +.. + You should *NOT* be adding new change log entries to this file, this + file is managed by towncrier. You *may* edit previous change logs to + fix problems like typo corrections or such. + To add a new change log entry, please see + https://pip.pypa.io/en/latest/development/contributing/#news-entries + we named the news folder "changes". + + WARNING: Don't drop the next directive! + +.. towncrier release notes start + +1.4.1 (2023-12-15) +================== + +Packaging updates and notes for downstreams +------------------------------------------- + +- Declared Python 3.12 and PyPy 3.8-3.10 supported officially + in the distribution package metadata. + + + *Related issues and pull requests on GitHub:* + `#553 `__. + +- Replaced the packaging is replaced from an old-fashioned ``setup.py`` to an + in-tree `PEP 517 `__ build backend -- by `@webknjaz `__. + + Whenever the end-users or downstream packagers need to build ``frozenlist`` + from source (a Git checkout or an sdist), they may pass a ``config_settings`` + flag ``pure-python``. If this flag is not set, a C-extension will be built + and included into the distribution. + + Here is how this can be done with ``pip``: + + .. code-block:: console + + $ python3 -m pip install . --config-settings=pure-python= + + This will also work with ``-e | --editable``. + + The same can be achieved via ``pypa/build``: + + .. code-block:: console + + $ python3 -m build --config-setting=pure-python= + + Adding ``-w | --wheel`` can force ``pypa/build`` produce a wheel from source + directly, as opposed to building an ``sdist`` and then building from it. + + + *Related issues and pull requests on GitHub:* + `#560 `__. + + +Contributor-facing changes +-------------------------- + +- It is now possible to request line tracing in Cython builds using the + ``with-cython-tracing`` `PEP 517 `__ config setting + -- `@webknjaz `__. + + This can be used in CI and development environment to measure coverage + on Cython modules, but is not normally useful to the end-users or + downstream packagers. + + Here's a usage example: + + .. code-block:: console + + $ python3 -Im pip install . --config-settings=with-cython-tracing=true + + For editable installs, this setting is on by default. Otherwise, it's + off unless requested explicitly. + + The following produces C-files required for the Cython coverage + plugin to map the measurements back to the PYX-files: + + .. code-block:: console + + $ python -Im pip install -e . + + Alternatively, the ``FROZENLIST_CYTHON_TRACING=1`` environment variable + can be set to do the same as the `PEP 517 `__ config setting. + + + *Related issues and pull requests on GitHub:* + `#560 `__. + +- Coverage collection has been implemented for the Cython modules + -- by `@webknjaz `__. + + It will also be reported to Codecov from any non-release CI jobs. + + + *Related issues and pull requests on GitHub:* + `#561 `__. + +- A step-by-step ``Release Guide`` guide has + been added, describing how to release *frozenlist* -- by `@webknjaz `__. + + This is primarily targeting the maintainers. + + + *Related issues and pull requests on GitHub:* + `#563 `__. + +- Detailed ``Contributing Guidelines`` on + authoring the changelog fragments have been published in the + documentation -- by `@webknjaz `__. + + + *Related issues and pull requests on GitHub:* + `#564 `__. + + +---- + + +1.4.0 (2023-07-12) +================== + +The published source distribution package became buildable +under Python 3.12. + + +---- + + +Bugfixes +-------- + +- Removed an unused ``typing.Tuple`` import + `#411 `_ + + +Deprecations and Removals +------------------------- + +- Dropped Python 3.7 support. + `#413 `_ + + +Misc +---- + +- `#410 `_, `#433 `_ + + +---- + + +1.3.3 (2022-11-08) +================== + +- Fixed CI runs when creating a new release, where new towncrier versions + fail when the current version section is already present. + + +---- + + +1.3.2 (2022-11-08) +================== + +Misc +---- + +- Updated the CI runs to better check for test results and to avoid deprecated syntax. `#327 `_ + + +---- + + +1.3.1 (2022-08-02) +================== + +The published source distribution package became buildable +under Python 3.11. + + +---- + + +1.3.0 (2022-01-18) +================== + +Bugfixes +-------- + +- Do not install C sources with binary distributions. + `#250 `_ + + +Deprecations and Removals +------------------------- + +- Dropped Python 3.6 support + `#274 `_ + + +---- + + +1.2.0 (2021-10-16) +================== + +Features +-------- + +- ``FrozenList`` now supports being used as a generic type as per PEP 585, e.g. ``frozen_int_list: FrozenList[int]`` (requires Python 3.9 or newer). + `#172 `_ +- Added support for Python 3.10. + `#227 `_ +- Started shipping platform-specific wheels with the ``musl`` tag targeting typical Alpine Linux runtimes. + `#227 `_ +- Started shipping platform-specific arm64 wheels for Apple Silicon. + `#227 `_ + + +---- + + +1.1.1 (2020-11-14) +================== + +Bugfixes +-------- + +- Provide x86 Windows wheels. + `#169 `_ + + +---- + + +1.1.0 (2020-10-13) +================== + +Features +-------- + +- Add support for hashing of a frozen list. + `#136 `_ + +- Support Python 3.8 and 3.9. + +- Provide wheels for ``aarch64``, ``i686``, ``ppc64le``, ``s390x`` architectures on + Linux as well as ``x86_64``. + + +---- + + +1.0.0 (2019-11-09) +================== + +Deprecations and Removals +------------------------- + +- Dropped support for Python 3.5; only 3.6, 3.7 and 3.8 are supported going forward. + `#24 `_ diff --git a/llmeval-env/lib/python3.10/site-packages/frozenlist-1.4.1.dist-info/RECORD b/llmeval-env/lib/python3.10/site-packages/frozenlist-1.4.1.dist-info/RECORD new file mode 100644 index 0000000000000000000000000000000000000000..b55212cbb06d5523203c55e2ff396b55dc900b59 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/frozenlist-1.4.1.dist-info/RECORD @@ -0,0 +1,12 @@ +frozenlist-1.4.1.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4 +frozenlist-1.4.1.dist-info/LICENSE,sha256=b9UkPpLdf5jsacesN3co50kFcJ_1J6W_mNbQJjwE9bY,11332 +frozenlist-1.4.1.dist-info/METADATA,sha256=i-BTxwxpJrHm-I8DMpFRvXVXJiqXwUcsPiUR47NY6eg,12136 +frozenlist-1.4.1.dist-info/RECORD,, +frozenlist-1.4.1.dist-info/WHEEL,sha256=vV-3gZY0A60KvZ7BiFVUnyR1ohNO_OSjBIJIoRfk_rE,225 +frozenlist-1.4.1.dist-info/top_level.txt,sha256=jivtxsPXA3nK3WBWW2LW5Mtu_GHt8UZA13NeCs2cKuA,11 +frozenlist/__init__.py,sha256=hrSQhfujMaz1BWlHfwuVFrPD02-pCK7jG4e9FaCZCmM,2316 +frozenlist/__init__.pyi,sha256=vMEoES1xGegPtVXoCi9XydEeHsyuIq-KdeXwP5PdsaA,1470 +frozenlist/__pycache__/__init__.cpython-310.pyc,, +frozenlist/_frozenlist.cpython-310-x86_64-linux-gnu.so,sha256=NlvcEP-slIw1H6qbBejxVzEOxKG33BnttUAdSoP1wA4,766040 +frozenlist/_frozenlist.pyx,sha256=9V4Z1En6TZwgFD26d-sjxyhUzUm338H1Qiz4-i5ukv0,2983 +frozenlist/py.typed,sha256=sow9soTwP9T_gEAQSVh7Gb8855h04Nwmhs2We-JRgZM,7 diff --git a/llmeval-env/lib/python3.10/site-packages/idna/__init__.py b/llmeval-env/lib/python3.10/site-packages/idna/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..a40eeafcc914108ca79c5d83d6e81da1b29c6e80 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/idna/__init__.py @@ -0,0 +1,44 @@ +from .package_data import __version__ +from .core import ( + IDNABidiError, + IDNAError, + InvalidCodepoint, + InvalidCodepointContext, + alabel, + check_bidi, + check_hyphen_ok, + check_initial_combiner, + check_label, + check_nfc, + decode, + encode, + ulabel, + uts46_remap, + valid_contextj, + valid_contexto, + valid_label_length, + valid_string_length, +) +from .intranges import intranges_contain + +__all__ = [ + "IDNABidiError", + "IDNAError", + "InvalidCodepoint", + "InvalidCodepointContext", + "alabel", + "check_bidi", + "check_hyphen_ok", + "check_initial_combiner", + "check_label", + "check_nfc", + "decode", + "encode", + "intranges_contain", + "ulabel", + "uts46_remap", + "valid_contextj", + "valid_contexto", + "valid_label_length", + "valid_string_length", +] diff --git a/llmeval-env/lib/python3.10/site-packages/idna/__pycache__/codec.cpython-310.pyc b/llmeval-env/lib/python3.10/site-packages/idna/__pycache__/codec.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..83eeabc833b1ac9c16264ee7a0820a73e958abd0 Binary files /dev/null and b/llmeval-env/lib/python3.10/site-packages/idna/__pycache__/codec.cpython-310.pyc differ diff --git a/llmeval-env/lib/python3.10/site-packages/idna/compat.py b/llmeval-env/lib/python3.10/site-packages/idna/compat.py new file mode 100644 index 0000000000000000000000000000000000000000..786e6bda63699b72d588ba91dd73df017570aee5 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/idna/compat.py @@ -0,0 +1,13 @@ +from .core import * +from .codec import * +from typing import Any, Union + +def ToASCII(label: str) -> bytes: + return encode(label) + +def ToUnicode(label: Union[bytes, bytearray]) -> str: + return decode(label) + +def nameprep(s: Any) -> None: + raise NotImplementedError('IDNA 2008 does not utilise nameprep protocol') + diff --git a/llmeval-env/lib/python3.10/site-packages/idna/core.py b/llmeval-env/lib/python3.10/site-packages/idna/core.py new file mode 100644 index 0000000000000000000000000000000000000000..0dae61acdbccad9a08f1a82cf14839037873dc56 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/idna/core.py @@ -0,0 +1,395 @@ +from . import idnadata +import bisect +import unicodedata +import re +from typing import Union, Optional +from .intranges import intranges_contain + +_virama_combining_class = 9 +_alabel_prefix = b'xn--' +_unicode_dots_re = re.compile('[\u002e\u3002\uff0e\uff61]') + +class IDNAError(UnicodeError): + """ Base exception for all IDNA-encoding related problems """ + pass + + +class IDNABidiError(IDNAError): + """ Exception when bidirectional requirements are not satisfied """ + pass + + +class InvalidCodepoint(IDNAError): + """ Exception when a disallowed or unallocated codepoint is used """ + pass + + +class InvalidCodepointContext(IDNAError): + """ Exception when the codepoint is not valid in the context it is used """ + pass + + +def _combining_class(cp: int) -> int: + v = unicodedata.combining(chr(cp)) + if v == 0: + if not unicodedata.name(chr(cp)): + raise ValueError('Unknown character in unicodedata') + return v + +def _is_script(cp: str, script: str) -> bool: + return intranges_contain(ord(cp), idnadata.scripts[script]) + +def _punycode(s: str) -> bytes: + return s.encode('punycode') + +def _unot(s: int) -> str: + return 'U+{:04X}'.format(s) + + +def valid_label_length(label: Union[bytes, str]) -> bool: + if len(label) > 63: + return False + return True + + +def valid_string_length(label: Union[bytes, str], trailing_dot: bool) -> bool: + if len(label) > (254 if trailing_dot else 253): + return False + return True + + +def check_bidi(label: str, check_ltr: bool = False) -> bool: + # Bidi rules should only be applied if string contains RTL characters + bidi_label = False + for (idx, cp) in enumerate(label, 1): + direction = unicodedata.bidirectional(cp) + if direction == '': + # String likely comes from a newer version of Unicode + raise IDNABidiError('Unknown directionality in label {} at position {}'.format(repr(label), idx)) + if direction in ['R', 'AL', 'AN']: + bidi_label = True + if not bidi_label and not check_ltr: + return True + + # Bidi rule 1 + direction = unicodedata.bidirectional(label[0]) + if direction in ['R', 'AL']: + rtl = True + elif direction == 'L': + rtl = False + else: + raise IDNABidiError('First codepoint in label {} must be directionality L, R or AL'.format(repr(label))) + + valid_ending = False + number_type = None # type: Optional[str] + for (idx, cp) in enumerate(label, 1): + direction = unicodedata.bidirectional(cp) + + if rtl: + # Bidi rule 2 + if not direction in ['R', 'AL', 'AN', 'EN', 'ES', 'CS', 'ET', 'ON', 'BN', 'NSM']: + raise IDNABidiError('Invalid direction for codepoint at position {} in a right-to-left label'.format(idx)) + # Bidi rule 3 + if direction in ['R', 'AL', 'EN', 'AN']: + valid_ending = True + elif direction != 'NSM': + valid_ending = False + # Bidi rule 4 + if direction in ['AN', 'EN']: + if not number_type: + number_type = direction + else: + if number_type != direction: + raise IDNABidiError('Can not mix numeral types in a right-to-left label') + else: + # Bidi rule 5 + if not direction in ['L', 'EN', 'ES', 'CS', 'ET', 'ON', 'BN', 'NSM']: + raise IDNABidiError('Invalid direction for codepoint at position {} in a left-to-right label'.format(idx)) + # Bidi rule 6 + if direction in ['L', 'EN']: + valid_ending = True + elif direction != 'NSM': + valid_ending = False + + if not valid_ending: + raise IDNABidiError('Label ends with illegal codepoint directionality') + + return True + + +def check_initial_combiner(label: str) -> bool: + if unicodedata.category(label[0])[0] == 'M': + raise IDNAError('Label begins with an illegal combining character') + return True + + +def check_hyphen_ok(label: str) -> bool: + if label[2:4] == '--': + raise IDNAError('Label has disallowed hyphens in 3rd and 4th position') + if label[0] == '-' or label[-1] == '-': + raise IDNAError('Label must not start or end with a hyphen') + return True + + +def check_nfc(label: str) -> None: + if unicodedata.normalize('NFC', label) != label: + raise IDNAError('Label must be in Normalization Form C') + + +def valid_contextj(label: str, pos: int) -> bool: + cp_value = ord(label[pos]) + + if cp_value == 0x200c: + + if pos > 0: + if _combining_class(ord(label[pos - 1])) == _virama_combining_class: + return True + + ok = False + for i in range(pos-1, -1, -1): + joining_type = idnadata.joining_types.get(ord(label[i])) + if joining_type == ord('T'): + continue + elif joining_type in [ord('L'), ord('D')]: + ok = True + break + else: + break + + if not ok: + return False + + ok = False + for i in range(pos+1, len(label)): + joining_type = idnadata.joining_types.get(ord(label[i])) + if joining_type == ord('T'): + continue + elif joining_type in [ord('R'), ord('D')]: + ok = True + break + else: + break + return ok + + if cp_value == 0x200d: + + if pos > 0: + if _combining_class(ord(label[pos - 1])) == _virama_combining_class: + return True + return False + + else: + + return False + + +def valid_contexto(label: str, pos: int, exception: bool = False) -> bool: + cp_value = ord(label[pos]) + + if cp_value == 0x00b7: + if 0 < pos < len(label)-1: + if ord(label[pos - 1]) == 0x006c and ord(label[pos + 1]) == 0x006c: + return True + return False + + elif cp_value == 0x0375: + if pos < len(label)-1 and len(label) > 1: + return _is_script(label[pos + 1], 'Greek') + return False + + elif cp_value == 0x05f3 or cp_value == 0x05f4: + if pos > 0: + return _is_script(label[pos - 1], 'Hebrew') + return False + + elif cp_value == 0x30fb: + for cp in label: + if cp == '\u30fb': + continue + if _is_script(cp, 'Hiragana') or _is_script(cp, 'Katakana') or _is_script(cp, 'Han'): + return True + return False + + elif 0x660 <= cp_value <= 0x669: + for cp in label: + if 0x6f0 <= ord(cp) <= 0x06f9: + return False + return True + + elif 0x6f0 <= cp_value <= 0x6f9: + for cp in label: + if 0x660 <= ord(cp) <= 0x0669: + return False + return True + + return False + + +def check_label(label: Union[str, bytes, bytearray]) -> None: + if isinstance(label, (bytes, bytearray)): + label = label.decode('utf-8') + if len(label) == 0: + raise IDNAError('Empty Label') + + check_nfc(label) + check_hyphen_ok(label) + check_initial_combiner(label) + + for (pos, cp) in enumerate(label): + cp_value = ord(cp) + if intranges_contain(cp_value, idnadata.codepoint_classes['PVALID']): + continue + elif intranges_contain(cp_value, idnadata.codepoint_classes['CONTEXTJ']): + if not valid_contextj(label, pos): + raise InvalidCodepointContext('Joiner {} not allowed at position {} in {}'.format( + _unot(cp_value), pos+1, repr(label))) + elif intranges_contain(cp_value, idnadata.codepoint_classes['CONTEXTO']): + if not valid_contexto(label, pos): + raise InvalidCodepointContext('Codepoint {} not allowed at position {} in {}'.format(_unot(cp_value), pos+1, repr(label))) + else: + raise InvalidCodepoint('Codepoint {} at position {} of {} not allowed'.format(_unot(cp_value), pos+1, repr(label))) + + check_bidi(label) + + +def alabel(label: str) -> bytes: + try: + label_bytes = label.encode('ascii') + ulabel(label_bytes) + if not valid_label_length(label_bytes): + raise IDNAError('Label too long') + return label_bytes + except UnicodeEncodeError: + pass + + check_label(label) + label_bytes = _alabel_prefix + _punycode(label) + + if not valid_label_length(label_bytes): + raise IDNAError('Label too long') + + return label_bytes + + +def ulabel(label: Union[str, bytes, bytearray]) -> str: + if not isinstance(label, (bytes, bytearray)): + try: + label_bytes = label.encode('ascii') + except UnicodeEncodeError: + check_label(label) + return label + else: + label_bytes = label + + label_bytes = label_bytes.lower() + if label_bytes.startswith(_alabel_prefix): + label_bytes = label_bytes[len(_alabel_prefix):] + if not label_bytes: + raise IDNAError('Malformed A-label, no Punycode eligible content found') + if label_bytes.decode('ascii')[-1] == '-': + raise IDNAError('A-label must not end with a hyphen') + else: + check_label(label_bytes) + return label_bytes.decode('ascii') + + try: + label = label_bytes.decode('punycode') + except UnicodeError: + raise IDNAError('Invalid A-label') + check_label(label) + return label + + +def uts46_remap(domain: str, std3_rules: bool = True, transitional: bool = False) -> str: + """Re-map the characters in the string according to UTS46 processing.""" + from .uts46data import uts46data + output = '' + + for pos, char in enumerate(domain): + code_point = ord(char) + try: + uts46row = uts46data[code_point if code_point < 256 else + bisect.bisect_left(uts46data, (code_point, 'Z')) - 1] + status = uts46row[1] + replacement = None # type: Optional[str] + if len(uts46row) == 3: + replacement = uts46row[2] + if (status == 'V' or + (status == 'D' and not transitional) or + (status == '3' and not std3_rules and replacement is None)): + output += char + elif replacement is not None and (status == 'M' or + (status == '3' and not std3_rules) or + (status == 'D' and transitional)): + output += replacement + elif status != 'I': + raise IndexError() + except IndexError: + raise InvalidCodepoint( + 'Codepoint {} not allowed at position {} in {}'.format( + _unot(code_point), pos + 1, repr(domain))) + + return unicodedata.normalize('NFC', output) + + +def encode(s: Union[str, bytes, bytearray], strict: bool = False, uts46: bool = False, std3_rules: bool = False, transitional: bool = False) -> bytes: + if not isinstance(s, str): + try: + s = str(s, 'ascii') + except UnicodeDecodeError: + raise IDNAError('should pass a unicode string to the function rather than a byte string.') + if uts46: + s = uts46_remap(s, std3_rules, transitional) + trailing_dot = False + result = [] + if strict: + labels = s.split('.') + else: + labels = _unicode_dots_re.split(s) + if not labels or labels == ['']: + raise IDNAError('Empty domain') + if labels[-1] == '': + del labels[-1] + trailing_dot = True + for label in labels: + s = alabel(label) + if s: + result.append(s) + else: + raise IDNAError('Empty label') + if trailing_dot: + result.append(b'') + s = b'.'.join(result) + if not valid_string_length(s, trailing_dot): + raise IDNAError('Domain too long') + return s + + +def decode(s: Union[str, bytes, bytearray], strict: bool = False, uts46: bool = False, std3_rules: bool = False) -> str: + try: + if not isinstance(s, str): + s = str(s, 'ascii') + except UnicodeDecodeError: + raise IDNAError('Invalid ASCII in A-label') + if uts46: + s = uts46_remap(s, std3_rules, False) + trailing_dot = False + result = [] + if not strict: + labels = _unicode_dots_re.split(s) + else: + labels = s.split('.') + if not labels or labels == ['']: + raise IDNAError('Empty domain') + if not labels[-1]: + del labels[-1] + trailing_dot = True + for label in labels: + s = ulabel(label) + if s: + result.append(s) + else: + raise IDNAError('Empty label') + if trailing_dot: + result.append('') + return '.'.join(result) diff --git a/llmeval-env/lib/python3.10/site-packages/idna/idnadata.py b/llmeval-env/lib/python3.10/site-packages/idna/idnadata.py new file mode 100644 index 0000000000000000000000000000000000000000..c61dcf977e57ec0d139e828a7c5a9cd86e55b43a --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/idna/idnadata.py @@ -0,0 +1,4245 @@ +# This file is automatically generated by tools/idna-data + +__version__ = '15.1.0' +scripts = { + 'Greek': ( + 0x37000000374, + 0x37500000378, + 0x37a0000037e, + 0x37f00000380, + 0x38400000385, + 0x38600000387, + 0x3880000038b, + 0x38c0000038d, + 0x38e000003a2, + 0x3a3000003e2, + 0x3f000000400, + 0x1d2600001d2b, + 0x1d5d00001d62, + 0x1d6600001d6b, + 0x1dbf00001dc0, + 0x1f0000001f16, + 0x1f1800001f1e, + 0x1f2000001f46, + 0x1f4800001f4e, + 0x1f5000001f58, + 0x1f5900001f5a, + 0x1f5b00001f5c, + 0x1f5d00001f5e, + 0x1f5f00001f7e, + 0x1f8000001fb5, + 0x1fb600001fc5, + 0x1fc600001fd4, + 0x1fd600001fdc, + 0x1fdd00001ff0, + 0x1ff200001ff5, + 0x1ff600001fff, + 0x212600002127, + 0xab650000ab66, + 0x101400001018f, + 0x101a0000101a1, + 0x1d2000001d246, + ), + 'Han': ( + 0x2e8000002e9a, + 0x2e9b00002ef4, + 0x2f0000002fd6, + 0x300500003006, + 0x300700003008, + 0x30210000302a, + 0x30380000303c, + 0x340000004dc0, + 0x4e000000a000, + 0xf9000000fa6e, + 0xfa700000fada, + 0x16fe200016fe4, + 0x16ff000016ff2, + 0x200000002a6e0, + 0x2a7000002b73a, + 0x2b7400002b81e, + 0x2b8200002cea2, + 0x2ceb00002ebe1, + 0x2ebf00002ee5e, + 0x2f8000002fa1e, + 0x300000003134b, + 0x31350000323b0, + ), + 'Hebrew': ( + 0x591000005c8, + 0x5d0000005eb, + 0x5ef000005f5, + 0xfb1d0000fb37, + 0xfb380000fb3d, + 0xfb3e0000fb3f, + 0xfb400000fb42, + 0xfb430000fb45, + 0xfb460000fb50, + ), + 'Hiragana': ( + 0x304100003097, + 0x309d000030a0, + 0x1b0010001b120, + 0x1b1320001b133, + 0x1b1500001b153, + 0x1f2000001f201, + ), + 'Katakana': ( + 0x30a1000030fb, + 0x30fd00003100, + 0x31f000003200, + 0x32d0000032ff, + 0x330000003358, + 0xff660000ff70, + 0xff710000ff9e, + 0x1aff00001aff4, + 0x1aff50001affc, + 0x1affd0001afff, + 0x1b0000001b001, + 0x1b1200001b123, + 0x1b1550001b156, + 0x1b1640001b168, + ), +} +joining_types = { + 0xad: 84, + 0x300: 84, + 0x301: 84, + 0x302: 84, + 0x303: 84, + 0x304: 84, + 0x305: 84, + 0x306: 84, + 0x307: 84, + 0x308: 84, + 0x309: 84, + 0x30a: 84, + 0x30b: 84, + 0x30c: 84, + 0x30d: 84, + 0x30e: 84, + 0x30f: 84, + 0x310: 84, + 0x311: 84, + 0x312: 84, + 0x313: 84, + 0x314: 84, + 0x315: 84, + 0x316: 84, + 0x317: 84, + 0x318: 84, + 0x319: 84, + 0x31a: 84, + 0x31b: 84, + 0x31c: 84, + 0x31d: 84, + 0x31e: 84, + 0x31f: 84, + 0x320: 84, + 0x321: 84, + 0x322: 84, + 0x323: 84, + 0x324: 84, + 0x325: 84, + 0x326: 84, + 0x327: 84, + 0x328: 84, + 0x329: 84, + 0x32a: 84, + 0x32b: 84, + 0x32c: 84, + 0x32d: 84, + 0x32e: 84, + 0x32f: 84, + 0x330: 84, + 0x331: 84, + 0x332: 84, + 0x333: 84, + 0x334: 84, + 0x335: 84, + 0x336: 84, + 0x337: 84, + 0x338: 84, + 0x339: 84, + 0x33a: 84, + 0x33b: 84, + 0x33c: 84, + 0x33d: 84, + 0x33e: 84, + 0x33f: 84, + 0x340: 84, + 0x341: 84, + 0x342: 84, + 0x343: 84, + 0x344: 84, + 0x345: 84, + 0x346: 84, + 0x347: 84, + 0x348: 84, + 0x349: 84, + 0x34a: 84, + 0x34b: 84, + 0x34c: 84, + 0x34d: 84, + 0x34e: 84, + 0x34f: 84, + 0x350: 84, + 0x351: 84, + 0x352: 84, + 0x353: 84, + 0x354: 84, + 0x355: 84, + 0x356: 84, + 0x357: 84, + 0x358: 84, + 0x359: 84, + 0x35a: 84, + 0x35b: 84, + 0x35c: 84, + 0x35d: 84, + 0x35e: 84, + 0x35f: 84, + 0x360: 84, + 0x361: 84, + 0x362: 84, + 0x363: 84, + 0x364: 84, + 0x365: 84, + 0x366: 84, + 0x367: 84, + 0x368: 84, + 0x369: 84, + 0x36a: 84, + 0x36b: 84, + 0x36c: 84, + 0x36d: 84, + 0x36e: 84, + 0x36f: 84, + 0x483: 84, + 0x484: 84, + 0x485: 84, + 0x486: 84, + 0x487: 84, + 0x488: 84, + 0x489: 84, + 0x591: 84, + 0x592: 84, + 0x593: 84, + 0x594: 84, + 0x595: 84, + 0x596: 84, + 0x597: 84, + 0x598: 84, + 0x599: 84, + 0x59a: 84, + 0x59b: 84, + 0x59c: 84, + 0x59d: 84, + 0x59e: 84, + 0x59f: 84, + 0x5a0: 84, + 0x5a1: 84, + 0x5a2: 84, + 0x5a3: 84, + 0x5a4: 84, + 0x5a5: 84, + 0x5a6: 84, + 0x5a7: 84, + 0x5a8: 84, + 0x5a9: 84, + 0x5aa: 84, + 0x5ab: 84, + 0x5ac: 84, + 0x5ad: 84, + 0x5ae: 84, + 0x5af: 84, + 0x5b0: 84, + 0x5b1: 84, + 0x5b2: 84, + 0x5b3: 84, + 0x5b4: 84, + 0x5b5: 84, + 0x5b6: 84, + 0x5b7: 84, + 0x5b8: 84, + 0x5b9: 84, + 0x5ba: 84, + 0x5bb: 84, + 0x5bc: 84, + 0x5bd: 84, + 0x5bf: 84, + 0x5c1: 84, + 0x5c2: 84, + 0x5c4: 84, + 0x5c5: 84, + 0x5c7: 84, + 0x610: 84, + 0x611: 84, + 0x612: 84, + 0x613: 84, + 0x614: 84, + 0x615: 84, + 0x616: 84, + 0x617: 84, + 0x618: 84, + 0x619: 84, + 0x61a: 84, + 0x61c: 84, + 0x620: 68, + 0x622: 82, + 0x623: 82, + 0x624: 82, + 0x625: 82, + 0x626: 68, + 0x627: 82, + 0x628: 68, + 0x629: 82, + 0x62a: 68, + 0x62b: 68, + 0x62c: 68, + 0x62d: 68, + 0x62e: 68, + 0x62f: 82, + 0x630: 82, + 0x631: 82, + 0x632: 82, + 0x633: 68, + 0x634: 68, + 0x635: 68, + 0x636: 68, + 0x637: 68, + 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Then answer the question "was x present +in the original list?" in time O(log(# runs)). +""" + +import bisect +from typing import List, Tuple + +def intranges_from_list(list_: List[int]) -> Tuple[int, ...]: + """Represent a list of integers as a sequence of ranges: + ((start_0, end_0), (start_1, end_1), ...), such that the original + integers are exactly those x such that start_i <= x < end_i for some i. + + Ranges are encoded as single integers (start << 32 | end), not as tuples. + """ + + sorted_list = sorted(list_) + ranges = [] + last_write = -1 + for i in range(len(sorted_list)): + if i+1 < len(sorted_list): + if sorted_list[i] == sorted_list[i+1]-1: + continue + current_range = sorted_list[last_write+1:i+1] + ranges.append(_encode_range(current_range[0], current_range[-1] + 1)) + last_write = i + + return tuple(ranges) + +def _encode_range(start: int, end: int) -> int: + return (start << 32) | end + +def _decode_range(r: int) -> Tuple[int, int]: + return (r >> 32), (r & ((1 << 32) - 1)) + + +def intranges_contain(int_: int, ranges: Tuple[int, ...]) -> bool: + """Determine if `int_` falls into one of the ranges in `ranges`.""" + tuple_ = _encode_range(int_, 0) + pos = bisect.bisect_left(ranges, tuple_) + # we could be immediately ahead of a tuple (start, end) + # with start < int_ <= end + if pos > 0: + left, right = _decode_range(ranges[pos-1]) + if left <= int_ < right: + return True + # or we could be immediately behind a tuple (int_, end) + if pos < len(ranges): + left, _ = _decode_range(ranges[pos]) + if left == int_: + return True + return False diff --git a/llmeval-env/lib/python3.10/site-packages/idna/package_data.py b/llmeval-env/lib/python3.10/site-packages/idna/package_data.py new file mode 100644 index 0000000000000000000000000000000000000000..ed8111336331554058dfb0a8d5dcbc0defc62dfe --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/idna/package_data.py @@ -0,0 +1,2 @@ +__version__ = '3.7' + diff --git 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The full license text is available at: +# - https://github.com/uqfoundation/multiprocess/blob/master/LICENSE +''' +----------------------------------------------------------------- +multiprocess: better multiprocessing and multithreading in Python +----------------------------------------------------------------- + +About Multiprocess +================== + +``multiprocess`` is a fork of ``multiprocessing``. ``multiprocess`` extends ``multiprocessing`` to provide enhanced serialization, using `dill`. ``multiprocess`` leverages ``multiprocessing`` to support the spawning of processes using the API of the Python standard library's ``threading`` module. ``multiprocessing`` has been distributed as part of the standard library since Python 2.6. + +``multiprocess`` is part of ``pathos``, a Python framework for heterogeneous computing. +``multiprocess`` is in active development, so any user feedback, bug reports, comments, +or suggestions are highly appreciated. A list of issues is located at https://github.com/uqfoundation/multiprocess/issues, with a legacy list maintained at https://uqfoundation.github.io/project/pathos/query. + + +Major Features +============== + +``multiprocess`` enables: + + - objects to be transferred between processes using pipes or multi-producer/multi-consumer queues + - objects to be shared between processes using a server process or (for simple data) shared memory + +``multiprocess`` provides: + + - equivalents of all the synchronization primitives in ``threading`` + - a ``Pool`` class to facilitate submitting tasks to worker processes + - enhanced serialization, using ``dill`` + + +Current Release +=============== + +The latest released version of ``multiprocess`` is available from: + + https://pypi.org/project/multiprocess + +``multiprocess`` is distributed under a 3-clause BSD license, and is a fork of ``multiprocessing``. + + +Development Version +=================== + +You can get the latest development version with all the shiny new features at: + + https://github.com/uqfoundation + +If you have a new contribution, please submit a pull request. + + +Installation +============ + +``multiprocess`` can be installed with ``pip``:: + + $ pip install multiprocess + +For Python 2, a C compiler is required to build the included extension module from source. Python 3 and binary installs do not require a C compiler. + + +Requirements +============ + +``multiprocess`` requires: + + - ``python`` (or ``pypy``), **>=3.8** + - ``setuptools``, **>=42** + - ``dill``, **>=0.3.8** + + +Basic Usage +=========== + +The ``multiprocess.Process`` class follows the API of ``threading.Thread``. +For example :: + + from multiprocess import Process, Queue + + def f(q): + q.put('hello world') + + if __name__ == '__main__': + q = Queue() + p = Process(target=f, args=[q]) + p.start() + print (q.get()) + p.join() + +Synchronization primitives like locks, semaphores and conditions are +available, for example :: + + >>> from multiprocess import Condition + >>> c = Condition() + >>> print (c) + ), 0> + >>> c.acquire() + True + >>> print (c) + ), 0> + +One can also use a manager to create shared objects either in shared +memory or in a server process, for example :: + + >>> from multiprocess import Manager + >>> manager = Manager() + >>> l = manager.list(range(10)) + >>> l.reverse() + >>> print (l) + [9, 8, 7, 6, 5, 4, 3, 2, 1, 0] + >>> print (repr(l)) + + +Tasks can be offloaded to a pool of worker processes in various ways, +for example :: + + >>> from multiprocess import Pool + >>> def f(x): return x*x + ... + >>> p = Pool(4) + >>> result = p.map_async(f, range(10)) + >>> print (result.get(timeout=1)) + [0, 1, 4, 9, 16, 25, 36, 49, 64, 81] + +When ``dill`` is installed, serialization is extended to most objects, +for example :: + + >>> from multiprocess import Pool + >>> p = Pool(4) + >>> print (p.map(lambda x: (lambda y:y**2)(x) + x, xrange(10))) + [0, 2, 6, 12, 20, 30, 42, 56, 72, 90] + + +More Information +================ + +Probably the best way to get started is to look at the documentation at +http://multiprocess.rtfd.io. Also see ``multiprocess.tests`` for scripts that +demonstrate how ``multiprocess`` can be used to leverge multiple processes +to execute Python in parallel. You can run the test suite with +``python -m multiprocess.tests``. As ``multiprocess`` conforms to the +``multiprocessing`` interface, the examples and documentation found at +http://docs.python.org/library/multiprocessing.html also apply to +``multiprocess`` if one will ``import multiprocessing as multiprocess``. +See https://github.com/uqfoundation/multiprocess/tree/master/py3.12/examples +for a set of examples that demonstrate some basic use cases and benchmarking +for running Python code in parallel. Please feel free to submit a ticket on +github, or ask a question on stackoverflow (**@Mike McKerns**). If you would +like to share how you use ``multiprocess`` in your work, please send an email +(to **mmckerns at uqfoundation dot org**). + + +Citation +======== + +If you use ``multiprocess`` to do research that leads to publication, we ask that you +acknowledge use of ``multiprocess`` by citing the following in your publication:: + + M.M. McKerns, L. Strand, T. Sullivan, A. Fang, M.A.G. Aivazis, + "Building a framework for predictive science", Proceedings of + the 10th Python in Science Conference, 2011; + http://arxiv.org/pdf/1202.1056 + + Michael McKerns and Michael Aivazis, + "pathos: a framework for heterogeneous computing", 2010- ; + https://uqfoundation.github.io/project/pathos + +Please see https://uqfoundation.github.io/project/pathos or +http://arxiv.org/pdf/1202.1056 for further information. + +''' + +__all__ = [] +__version__ = '0.70.16' +__author__ = 'Mike McKerns' + +__license__ = ''' +Copyright (c) 2008-2016 California Institute of Technology. +Copyright (c) 2016-2024 The Uncertainty Quantification Foundation. +All rights reserved. + +This software forks the python package "multiprocessing". Licence and +copyright information for multiprocessing can be found in "COPYING". + +This software is available subject to the conditions and terms laid +out below. By downloading and using this software you are agreeing +to the following conditions. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions +are met: + + - Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + + - Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in the + documentation and/or other materials provided with the distribution. + + - Neither the names of the copyright holders nor the names of any of + the contributors may be used to endorse or promote products derived + from this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED +TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR +PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR +CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, +EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, +PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; +OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, +WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR +OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF +ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + +''' diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/__init__.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..8ff0f1ac4d92706328b55fc8be649bc107092bbc --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/__init__.py @@ -0,0 +1,66 @@ +# +# Package analogous to 'threading.py' but using processes +# +# multiprocessing/__init__.py +# +# This package is intended to duplicate the functionality (and much of +# the API) of threading.py but uses processes instead of threads. A +# subpackage 'multiprocessing.dummy' has the same API but is a simple +# wrapper for 'threading'. +# +# Original: Copyright (c) 2006-2008, R Oudkerk +# Original: Licensed to PSF under a Contributor Agreement. +# Forked by Mike McKerns, to support enhanced serialization. + +# author, version, license, and long description +try: # the package is installed + from .__info__ import __version__, __author__, __doc__, __license__ +except: # pragma: no cover + import os + import sys + root = os.path.dirname(os.path.dirname(os.path.abspath(os.path.dirname(__file__)))) + sys.path.append(root) + # get distribution meta info + from version import (__version__, __author__, + get_license_text, get_readme_as_rst) + __license__ = get_license_text(os.path.join(root, 'LICENSE')) + __license__ = "\n%s" % __license__ + __doc__ = get_readme_as_rst(os.path.join(root, 'README.md')) + del os, sys, root, get_license_text, get_readme_as_rst + + +import sys +from . import context + +# +# Copy stuff from default context +# + +__all__ = [x for x in dir(context._default_context) if not x.startswith('_')] +globals().update((name, getattr(context._default_context, name)) for name in __all__) + +# +# XXX These should not really be documented or public. +# + +SUBDEBUG = 5 +SUBWARNING = 25 + +# +# Alias for main module -- will be reset by bootstrapping child processes +# + +if '__main__' in sys.modules: + sys.modules['__mp_main__'] = sys.modules['__main__'] + + +def license(): + """print license""" + print (__license__) + return + +def citation(): + """print citation""" + print (__doc__[-491:-118]) + return + diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/__pycache__/__info__.cpython-310.pyc b/llmeval-env/lib/python3.10/site-packages/multiprocess/__pycache__/__info__.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..b3455961f3fe36f487bed9627e3c63850c469661 Binary files /dev/null and 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multiprocessing/connection.py +# +# Copyright (c) 2006-2008, R Oudkerk +# Licensed to PSF under a Contributor Agreement. +# + +__all__ = [ 'Client', 'Listener', 'Pipe', 'wait' ] + +import io +import os +import sys +import socket +import struct +import time +import tempfile +import itertools + +try: + import _multiprocess as _multiprocessing +except ImportError: + import _multiprocessing + +from . import util + +from . import AuthenticationError, BufferTooShort +from .context import reduction +_ForkingPickler = reduction.ForkingPickler + +try: + import _winapi + from _winapi import WAIT_OBJECT_0, WAIT_ABANDONED_0, WAIT_TIMEOUT, INFINITE +except ImportError: + if sys.platform == 'win32': + raise + _winapi = None + +# +# +# + +BUFSIZE = 8192 +# A very generous timeout when it comes to local connections... +CONNECTION_TIMEOUT = 20. + +_mmap_counter = itertools.count() + +default_family = 'AF_INET' +families = ['AF_INET'] + +if hasattr(socket, 'AF_UNIX'): + default_family = 'AF_UNIX' + families += ['AF_UNIX'] + +if sys.platform == 'win32': + default_family = 'AF_PIPE' + families += ['AF_PIPE'] + + +def _init_timeout(timeout=CONNECTION_TIMEOUT): + return getattr(time,'monotonic',time.time)() + timeout + +def _check_timeout(t): + return getattr(time,'monotonic',time.time)() > t + +# +# +# + +def arbitrary_address(family): + ''' + Return an arbitrary free address for the given family + ''' + if family == 'AF_INET': + return ('localhost', 0) + elif family == 'AF_UNIX': + return tempfile.mktemp(prefix='listener-', dir=util.get_temp_dir()) + elif family == 'AF_PIPE': + return tempfile.mktemp(prefix=r'\\.\pipe\pyc-%d-%d-' % + (os.getpid(), next(_mmap_counter)), dir="") + else: + raise ValueError('unrecognized family') + +def _validate_family(family): + ''' + Checks if the family is valid for the current environment. + ''' + if sys.platform != 'win32' and family == 'AF_PIPE': + raise ValueError('Family %s is not recognized.' % family) + + if sys.platform == 'win32' and family == 'AF_UNIX': + # double check + if not hasattr(socket, family): + raise ValueError('Family %s is not recognized.' % family) + +def address_type(address): + ''' + Return the types of the address + + This can be 'AF_INET', 'AF_UNIX', or 'AF_PIPE' + ''' + if type(address) == tuple: + return 'AF_INET' + elif type(address) is str and address.startswith('\\\\'): + return 'AF_PIPE' + elif type(address) is str or util.is_abstract_socket_namespace(address): + return 'AF_UNIX' + else: + raise ValueError('address type of %r unrecognized' % address) + +# +# Connection classes +# + +class _ConnectionBase: + _handle = None + + def __init__(self, handle, readable=True, writable=True): + handle = handle.__index__() + if handle < 0: + raise ValueError("invalid handle") + if not readable and not writable: + raise ValueError( + "at least one of `readable` and `writable` must be True") + self._handle = handle + self._readable = readable + self._writable = writable + + # XXX should we use util.Finalize instead of a __del__? + + def __del__(self): + if self._handle is not None: + self._close() + + def _check_closed(self): + if self._handle is None: + raise OSError("handle is closed") + + def _check_readable(self): + if not self._readable: + raise OSError("connection is write-only") + + def _check_writable(self): + if not self._writable: + raise OSError("connection is read-only") + + def _bad_message_length(self): + if self._writable: + self._readable = False + else: + self.close() + raise OSError("bad message length") + + @property + def closed(self): + """True if the connection is closed""" + return self._handle is None + + @property + def readable(self): + """True if the connection is readable""" + return self._readable + + @property + def writable(self): + """True if the connection is writable""" + return self._writable + + def fileno(self): + """File descriptor or handle of the connection""" + self._check_closed() + return self._handle + + def close(self): + """Close the connection""" + if self._handle is not None: + try: + self._close() + finally: + self._handle = None + + def send_bytes(self, buf, offset=0, size=None): + """Send the bytes data from a bytes-like object""" + self._check_closed() + self._check_writable() + m = memoryview(buf) + # HACK for byte-indexing of non-bytewise buffers (e.g. array.array) + if m.itemsize > 1: + m = memoryview(bytes(m)) + n = len(m) + if offset < 0: + raise ValueError("offset is negative") + if n < offset: + raise ValueError("buffer length < offset") + if size is None: + size = n - offset + elif size < 0: + raise ValueError("size is negative") + elif offset + size > n: + raise ValueError("buffer length < offset + size") + self._send_bytes(m[offset:offset + size]) + + def send(self, obj): + """Send a (picklable) object""" + self._check_closed() + self._check_writable() + self._send_bytes(_ForkingPickler.dumps(obj)) + + def recv_bytes(self, maxlength=None): + """ + Receive bytes data as a bytes object. + """ + self._check_closed() + self._check_readable() + if maxlength is not None and maxlength < 0: + raise ValueError("negative maxlength") + buf = self._recv_bytes(maxlength) + if buf is None: + self._bad_message_length() + return buf.getvalue() + + def recv_bytes_into(self, buf, offset=0): + """ + Receive bytes data into a writeable bytes-like object. + Return the number of bytes read. + """ + self._check_closed() + self._check_readable() + with memoryview(buf) as m: + # Get bytesize of arbitrary buffer + itemsize = m.itemsize + bytesize = itemsize * len(m) + if offset < 0: + raise ValueError("negative offset") + elif offset > bytesize: + raise ValueError("offset too large") + result = self._recv_bytes() + size = result.tell() + if bytesize < offset + size: + raise BufferTooShort(result.getvalue()) + # Message can fit in dest + result.seek(0) + result.readinto(m[offset // itemsize : + (offset + size) // itemsize]) + return size + + def recv(self): + """Receive a (picklable) object""" + self._check_closed() + self._check_readable() + buf = self._recv_bytes() + return _ForkingPickler.loads(buf.getbuffer()) + + def poll(self, timeout=0.0): + """Whether there is any input available to be read""" + self._check_closed() + self._check_readable() + return self._poll(timeout) + + def __enter__(self): + return self + + def __exit__(self, exc_type, exc_value, exc_tb): + self.close() + + +if _winapi: + + class PipeConnection(_ConnectionBase): + """ + Connection class based on a Windows named pipe. + Overlapped I/O is used, so the handles must have been created + with FILE_FLAG_OVERLAPPED. + """ + _got_empty_message = False + + def _close(self, _CloseHandle=_winapi.CloseHandle): + _CloseHandle(self._handle) + + def _send_bytes(self, buf): + ov, err = _winapi.WriteFile(self._handle, buf, overlapped=True) + try: + if err == _winapi.ERROR_IO_PENDING: + waitres = _winapi.WaitForMultipleObjects( + [ov.event], False, INFINITE) + assert waitres == WAIT_OBJECT_0 + except: + ov.cancel() + raise + finally: + nwritten, err = ov.GetOverlappedResult(True) + assert err == 0 + assert nwritten == len(buf) + + def _recv_bytes(self, maxsize=None): + if self._got_empty_message: + self._got_empty_message = False + return io.BytesIO() + else: + bsize = 128 if maxsize is None else min(maxsize, 128) + try: + ov, err = _winapi.ReadFile(self._handle, bsize, + overlapped=True) + try: + if err == _winapi.ERROR_IO_PENDING: + waitres = _winapi.WaitForMultipleObjects( + [ov.event], False, INFINITE) + assert waitres == WAIT_OBJECT_0 + except: + ov.cancel() + raise + finally: + nread, err = ov.GetOverlappedResult(True) + if err == 0: + f = io.BytesIO() + f.write(ov.getbuffer()) + return f + elif err == _winapi.ERROR_MORE_DATA: + return self._get_more_data(ov, maxsize) + except OSError as e: + if e.winerror == _winapi.ERROR_BROKEN_PIPE: + raise EOFError + else: + raise + raise RuntimeError("shouldn't get here; expected KeyboardInterrupt") + + def _poll(self, timeout): + if (self._got_empty_message or + _winapi.PeekNamedPipe(self._handle)[0] != 0): + return True + return bool(wait([self], timeout)) + + def _get_more_data(self, ov, maxsize): + buf = ov.getbuffer() + f = io.BytesIO() + f.write(buf) + left = _winapi.PeekNamedPipe(self._handle)[1] + assert left > 0 + if maxsize is not None and len(buf) + left > maxsize: + self._bad_message_length() + ov, err = _winapi.ReadFile(self._handle, left, overlapped=True) + rbytes, err = ov.GetOverlappedResult(True) + assert err == 0 + assert rbytes == left + f.write(ov.getbuffer()) + return f + + +class Connection(_ConnectionBase): + """ + Connection class based on an arbitrary file descriptor (Unix only), or + a socket handle (Windows). + """ + + if _winapi: + def _close(self, _close=_multiprocessing.closesocket): + _close(self._handle) + _write = _multiprocessing.send + _read = _multiprocessing.recv + else: + def _close(self, _close=os.close): + _close(self._handle) + _write = os.write + _read = os.read + + def _send(self, buf, write=_write): + remaining = len(buf) + while True: + n = write(self._handle, buf) + remaining -= n + if remaining == 0: + break + buf = buf[n:] + + def _recv(self, size, read=_read): + buf = io.BytesIO() + handle = self._handle + remaining = size + while remaining > 0: + chunk = read(handle, remaining) + n = len(chunk) + if n == 0: + if remaining == size: + raise EOFError + else: + raise OSError("got end of file during message") + buf.write(chunk) + remaining -= n + return buf + + def _send_bytes(self, buf): + n = len(buf) + if n > 0x7fffffff: + pre_header = struct.pack("!i", -1) + header = struct.pack("!Q", n) + self._send(pre_header) + self._send(header) + self._send(buf) + else: + # For wire compatibility with 3.7 and lower + header = struct.pack("!i", n) + if n > 16384: + # The payload is large so Nagle's algorithm won't be triggered + # and we'd better avoid the cost of concatenation. + self._send(header) + self._send(buf) + else: + # Issue #20540: concatenate before sending, to avoid delays due + # to Nagle's algorithm on a TCP socket. + # Also note we want to avoid sending a 0-length buffer separately, + # to avoid "broken pipe" errors if the other end closed the pipe. + self._send(header + buf) + + def _recv_bytes(self, maxsize=None): + buf = self._recv(4) + size, = struct.unpack("!i", buf.getvalue()) + if size == -1: + buf = self._recv(8) + size, = struct.unpack("!Q", buf.getvalue()) + if maxsize is not None and size > maxsize: + return None + return self._recv(size) + + def _poll(self, timeout): + r = wait([self], timeout) + return bool(r) + + +# +# Public functions +# + +class Listener(object): + ''' + Returns a listener object. + + This is a wrapper for a bound socket which is 'listening' for + connections, or for a Windows named pipe. + ''' + def __init__(self, address=None, family=None, backlog=1, authkey=None): + family = family or (address and address_type(address)) \ + or default_family + address = address or arbitrary_address(family) + + _validate_family(family) + if family == 'AF_PIPE': + self._listener = PipeListener(address, backlog) + else: + self._listener = SocketListener(address, family, backlog) + + if authkey is not None and not isinstance(authkey, bytes): + raise TypeError('authkey should be a byte string') + + self._authkey = authkey + + def accept(self): + ''' + Accept a connection on the bound socket or named pipe of `self`. + + Returns a `Connection` object. + ''' + if self._listener is None: + raise OSError('listener is closed') + c = self._listener.accept() + if self._authkey: + deliver_challenge(c, self._authkey) + answer_challenge(c, self._authkey) + return c + + def close(self): + ''' + Close the bound socket or named pipe of `self`. + ''' + listener = self._listener + if listener is not None: + self._listener = None + listener.close() + + @property + def address(self): + return self._listener._address + + @property + def last_accepted(self): + return self._listener._last_accepted + + def __enter__(self): + return self + + def __exit__(self, exc_type, exc_value, exc_tb): + self.close() + + +def Client(address, family=None, authkey=None): + ''' + Returns a connection to the address of a `Listener` + ''' + family = family or address_type(address) + _validate_family(family) + if family == 'AF_PIPE': + c = PipeClient(address) + else: + c = SocketClient(address) + + if authkey is not None and not isinstance(authkey, bytes): + raise TypeError('authkey should be a byte string') + + if authkey is not None: + answer_challenge(c, authkey) + deliver_challenge(c, authkey) + + return c + + +if sys.platform != 'win32': + + def Pipe(duplex=True): + ''' + Returns pair of connection objects at either end of a pipe + ''' + if duplex: + s1, s2 = socket.socketpair() + s1.setblocking(True) + s2.setblocking(True) + c1 = Connection(s1.detach()) + c2 = Connection(s2.detach()) + else: + fd1, fd2 = os.pipe() + c1 = Connection(fd1, writable=False) + c2 = Connection(fd2, readable=False) + + return c1, c2 + +else: + + def Pipe(duplex=True): + ''' + Returns pair of connection objects at either end of a pipe + ''' + address = arbitrary_address('AF_PIPE') + if duplex: + openmode = _winapi.PIPE_ACCESS_DUPLEX + access = _winapi.GENERIC_READ | _winapi.GENERIC_WRITE + obsize, ibsize = BUFSIZE, BUFSIZE + else: + openmode = _winapi.PIPE_ACCESS_INBOUND + access = _winapi.GENERIC_WRITE + obsize, ibsize = 0, BUFSIZE + + h1 = _winapi.CreateNamedPipe( + address, openmode | _winapi.FILE_FLAG_OVERLAPPED | + _winapi.FILE_FLAG_FIRST_PIPE_INSTANCE, + _winapi.PIPE_TYPE_MESSAGE | _winapi.PIPE_READMODE_MESSAGE | + _winapi.PIPE_WAIT, + 1, obsize, ibsize, _winapi.NMPWAIT_WAIT_FOREVER, + # default security descriptor: the handle cannot be inherited + _winapi.NULL + ) + h2 = _winapi.CreateFile( + address, access, 0, _winapi.NULL, _winapi.OPEN_EXISTING, + _winapi.FILE_FLAG_OVERLAPPED, _winapi.NULL + ) + _winapi.SetNamedPipeHandleState( + h2, _winapi.PIPE_READMODE_MESSAGE, None, None + ) + + overlapped = _winapi.ConnectNamedPipe(h1, overlapped=True) + _, err = overlapped.GetOverlappedResult(True) + assert err == 0 + + c1 = PipeConnection(h1, writable=duplex) + c2 = PipeConnection(h2, readable=duplex) + + return c1, c2 + +# +# Definitions for connections based on sockets +# + +class SocketListener(object): + ''' + Representation of a socket which is bound to an address and listening + ''' + def __init__(self, address, family, backlog=1): + self._socket = socket.socket(getattr(socket, family)) + try: + # SO_REUSEADDR has different semantics on Windows (issue #2550). + if os.name == 'posix': + self._socket.setsockopt(socket.SOL_SOCKET, + socket.SO_REUSEADDR, 1) + self._socket.setblocking(True) + self._socket.bind(address) + self._socket.listen(backlog) + self._address = self._socket.getsockname() + except OSError: + self._socket.close() + raise + self._family = family + self._last_accepted = None + + if family == 'AF_UNIX' and not util.is_abstract_socket_namespace(address): + # Linux abstract socket namespaces do not need to be explicitly unlinked + self._unlink = util.Finalize( + self, os.unlink, args=(address,), exitpriority=0 + ) + else: + self._unlink = None + + def accept(self): + s, self._last_accepted = self._socket.accept() + s.setblocking(True) + return Connection(s.detach()) + + def close(self): + try: + self._socket.close() + finally: + unlink = self._unlink + if unlink is not None: + self._unlink = None + unlink() + + +def SocketClient(address): + ''' + Return a connection object connected to the socket given by `address` + ''' + family = address_type(address) + with socket.socket( getattr(socket, family) ) as s: + s.setblocking(True) + s.connect(address) + return Connection(s.detach()) + +# +# Definitions for connections based on named pipes +# + +if sys.platform == 'win32': + + class PipeListener(object): + ''' + Representation of a named pipe + ''' + def __init__(self, address, backlog=None): + self._address = address + self._handle_queue = [self._new_handle(first=True)] + + self._last_accepted = None + util.sub_debug('listener created with address=%r', self._address) + self.close = util.Finalize( + self, PipeListener._finalize_pipe_listener, + args=(self._handle_queue, self._address), exitpriority=0 + ) + + def _new_handle(self, first=False): + flags = _winapi.PIPE_ACCESS_DUPLEX | _winapi.FILE_FLAG_OVERLAPPED + if first: + flags |= _winapi.FILE_FLAG_FIRST_PIPE_INSTANCE + return _winapi.CreateNamedPipe( + self._address, flags, + _winapi.PIPE_TYPE_MESSAGE | _winapi.PIPE_READMODE_MESSAGE | + _winapi.PIPE_WAIT, + _winapi.PIPE_UNLIMITED_INSTANCES, BUFSIZE, BUFSIZE, + _winapi.NMPWAIT_WAIT_FOREVER, _winapi.NULL + ) + + def accept(self): + self._handle_queue.append(self._new_handle()) + handle = self._handle_queue.pop(0) + try: + ov = _winapi.ConnectNamedPipe(handle, overlapped=True) + except OSError as e: + if e.winerror != _winapi.ERROR_NO_DATA: + raise + # ERROR_NO_DATA can occur if a client has already connected, + # written data and then disconnected -- see Issue 14725. + else: + try: + res = _winapi.WaitForMultipleObjects( + [ov.event], False, INFINITE) + except: + ov.cancel() + _winapi.CloseHandle(handle) + raise + finally: + _, err = ov.GetOverlappedResult(True) + assert err == 0 + return PipeConnection(handle) + + @staticmethod + def _finalize_pipe_listener(queue, address): + util.sub_debug('closing listener with address=%r', address) + for handle in queue: + _winapi.CloseHandle(handle) + + def PipeClient(address): + ''' + Return a connection object connected to the pipe given by `address` + ''' + t = _init_timeout() + while 1: + try: + _winapi.WaitNamedPipe(address, 1000) + h = _winapi.CreateFile( + address, _winapi.GENERIC_READ | _winapi.GENERIC_WRITE, + 0, _winapi.NULL, _winapi.OPEN_EXISTING, + _winapi.FILE_FLAG_OVERLAPPED, _winapi.NULL + ) + except OSError as e: + if e.winerror not in (_winapi.ERROR_SEM_TIMEOUT, + _winapi.ERROR_PIPE_BUSY) or _check_timeout(t): + raise + else: + break + else: + raise + + _winapi.SetNamedPipeHandleState( + h, _winapi.PIPE_READMODE_MESSAGE, None, None + ) + return PipeConnection(h) + +# +# Authentication stuff +# + +MESSAGE_LENGTH = 20 + +CHALLENGE = b'#CHALLENGE#' +WELCOME = b'#WELCOME#' +FAILURE = b'#FAILURE#' + +def deliver_challenge(connection, authkey): + import hmac + if not isinstance(authkey, bytes): + raise ValueError( + "Authkey must be bytes, not {0!s}".format(type(authkey))) + message = os.urandom(MESSAGE_LENGTH) + connection.send_bytes(CHALLENGE + message) + digest = hmac.new(authkey, message, 'md5').digest() + response = connection.recv_bytes(256) # reject large message + if response == digest: + connection.send_bytes(WELCOME) + else: + connection.send_bytes(FAILURE) + raise AuthenticationError('digest received was wrong') + +def answer_challenge(connection, authkey): + import hmac + if not isinstance(authkey, bytes): + raise ValueError( + "Authkey must be bytes, not {0!s}".format(type(authkey))) + message = connection.recv_bytes(256) # reject large message + assert message[:len(CHALLENGE)] == CHALLENGE, 'message = %r' % message + message = message[len(CHALLENGE):] + digest = hmac.new(authkey, message, 'md5').digest() + connection.send_bytes(digest) + response = connection.recv_bytes(256) # reject large message + if response != WELCOME: + raise AuthenticationError('digest sent was rejected') + +# +# Support for using xmlrpclib for serialization +# + +class ConnectionWrapper(object): + def __init__(self, conn, dumps, loads): + self._conn = conn + self._dumps = dumps + self._loads = loads + for attr in ('fileno', 'close', 'poll', 'recv_bytes', 'send_bytes'): + obj = getattr(conn, attr) + setattr(self, attr, obj) + def send(self, obj): + s = self._dumps(obj) + self._conn.send_bytes(s) + def recv(self): + s = self._conn.recv_bytes() + return self._loads(s) + +def _xml_dumps(obj): + return xmlrpclib.dumps((obj,), None, None, None, 1).encode('utf-8') + +def _xml_loads(s): + (obj,), method = xmlrpclib.loads(s.decode('utf-8')) + return obj + +class XmlListener(Listener): + def accept(self): + global xmlrpclib + import xmlrpc.client as xmlrpclib + obj = Listener.accept(self) + return ConnectionWrapper(obj, _xml_dumps, _xml_loads) + +def XmlClient(*args, **kwds): + global xmlrpclib + import xmlrpc.client as xmlrpclib + return ConnectionWrapper(Client(*args, **kwds), _xml_dumps, _xml_loads) + +# +# Wait +# + +if sys.platform == 'win32': + + def _exhaustive_wait(handles, timeout): + # Return ALL handles which are currently signalled. (Only + # returning the first signalled might create starvation issues.) + L = list(handles) + ready = [] + while L: + res = _winapi.WaitForMultipleObjects(L, False, timeout) + if res == WAIT_TIMEOUT: + break + elif WAIT_OBJECT_0 <= res < WAIT_OBJECT_0 + len(L): + res -= WAIT_OBJECT_0 + elif WAIT_ABANDONED_0 <= res < WAIT_ABANDONED_0 + len(L): + res -= WAIT_ABANDONED_0 + else: + raise RuntimeError('Should not get here') + ready.append(L[res]) + L = L[res+1:] + timeout = 0 + return ready + + _ready_errors = {_winapi.ERROR_BROKEN_PIPE, _winapi.ERROR_NETNAME_DELETED} + + def wait(object_list, timeout=None): + ''' + Wait till an object in object_list is ready/readable. + + Returns list of those objects in object_list which are ready/readable. + ''' + if timeout is None: + timeout = INFINITE + elif timeout < 0: + timeout = 0 + else: + timeout = int(timeout * 1000 + 0.5) + + object_list = list(object_list) + waithandle_to_obj = {} + ov_list = [] + ready_objects = set() + ready_handles = set() + + try: + for o in object_list: + try: + fileno = getattr(o, 'fileno') + except AttributeError: + waithandle_to_obj[o.__index__()] = o + else: + # start an overlapped read of length zero + try: + ov, err = _winapi.ReadFile(fileno(), 0, True) + except OSError as e: + ov, err = None, e.winerror + if err not in _ready_errors: + raise + if err == _winapi.ERROR_IO_PENDING: + ov_list.append(ov) + waithandle_to_obj[ov.event] = o + else: + # If o.fileno() is an overlapped pipe handle and + # err == 0 then there is a zero length message + # in the pipe, but it HAS NOT been consumed... + if ov and sys.getwindowsversion()[:2] >= (6, 2): + # ... except on Windows 8 and later, where + # the message HAS been consumed. + try: + _, err = ov.GetOverlappedResult(False) + except OSError as e: + err = e.winerror + if not err and hasattr(o, '_got_empty_message'): + o._got_empty_message = True + ready_objects.add(o) + timeout = 0 + + ready_handles = _exhaustive_wait(waithandle_to_obj.keys(), timeout) + finally: + # request that overlapped reads stop + for ov in ov_list: + ov.cancel() + + # wait for all overlapped reads to stop + for ov in ov_list: + try: + _, err = ov.GetOverlappedResult(True) + except OSError as e: + err = e.winerror + if err not in _ready_errors: + raise + if err != _winapi.ERROR_OPERATION_ABORTED: + o = waithandle_to_obj[ov.event] + ready_objects.add(o) + if err == 0: + # If o.fileno() is an overlapped pipe handle then + # a zero length message HAS been consumed. + if hasattr(o, '_got_empty_message'): + o._got_empty_message = True + + ready_objects.update(waithandle_to_obj[h] for h in ready_handles) + return [o for o in object_list if o in ready_objects] + +else: + + import selectors + + # poll/select have the advantage of not requiring any extra file + # descriptor, contrarily to epoll/kqueue (also, they require a single + # syscall). + if hasattr(selectors, 'PollSelector'): + _WaitSelector = selectors.PollSelector + else: + _WaitSelector = selectors.SelectSelector + + def wait(object_list, timeout=None): + ''' + Wait till an object in object_list is ready/readable. + + Returns list of those objects in object_list which are ready/readable. + ''' + with _WaitSelector() as selector: + for obj in object_list: + selector.register(obj, selectors.EVENT_READ) + + if timeout is not None: + deadline = getattr(time,'monotonic',time.time)() + timeout + + while True: + ready = selector.select(timeout) + if ready: + return [key.fileobj for (key, events) in ready] + else: + if timeout is not None: + timeout = deadline - getattr(time,'monotonic',time.time)() + if timeout < 0: + return ready + +# +# Make connection and socket objects sharable if possible +# + +if sys.platform == 'win32': + def reduce_connection(conn): + handle = conn.fileno() + with socket.fromfd(handle, socket.AF_INET, socket.SOCK_STREAM) as s: + from . import resource_sharer + ds = resource_sharer.DupSocket(s) + return rebuild_connection, (ds, conn.readable, conn.writable) + def rebuild_connection(ds, readable, writable): + sock = ds.detach() + return Connection(sock.detach(), readable, writable) + reduction.register(Connection, reduce_connection) + + def reduce_pipe_connection(conn): + access = ((_winapi.FILE_GENERIC_READ if conn.readable else 0) | + (_winapi.FILE_GENERIC_WRITE if conn.writable else 0)) + dh = reduction.DupHandle(conn.fileno(), access) + return rebuild_pipe_connection, (dh, conn.readable, conn.writable) + def rebuild_pipe_connection(dh, readable, writable): + handle = dh.detach() + return PipeConnection(handle, readable, writable) + reduction.register(PipeConnection, reduce_pipe_connection) + +else: + def reduce_connection(conn): + df = reduction.DupFd(conn.fileno()) + return rebuild_connection, (df, conn.readable, conn.writable) + def rebuild_connection(df, readable, writable): + fd = df.detach() + return Connection(fd, readable, writable) + reduction.register(Connection, reduce_connection) diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/dummy/__init__.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/dummy/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..6a1468609e347b3a0b9281e5c9e6ec311fcb37e5 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/dummy/__init__.py @@ -0,0 +1,126 @@ +# +# Support for the API of the multiprocessing package using threads +# +# multiprocessing/dummy/__init__.py +# +# Copyright (c) 2006-2008, R Oudkerk +# Licensed to PSF under a Contributor Agreement. +# + +__all__ = [ + 'Process', 'current_process', 'active_children', 'freeze_support', + 'Lock', 'RLock', 'Semaphore', 'BoundedSemaphore', 'Condition', + 'Event', 'Barrier', 'Queue', 'Manager', 'Pipe', 'Pool', 'JoinableQueue' + ] + +# +# Imports +# + +import threading +import sys +import weakref +import array + +from .connection import Pipe +from threading import Lock, RLock, Semaphore, BoundedSemaphore +from threading import Event, Condition, Barrier +from queue import Queue + +# +# +# + +class DummyProcess(threading.Thread): + + def __init__(self, group=None, target=None, name=None, args=(), kwargs={}): + threading.Thread.__init__(self, group, target, name, args, kwargs) + self._pid = None + self._children = weakref.WeakKeyDictionary() + self._start_called = False + self._parent = current_process() + + def start(self): + if self._parent is not current_process(): + raise RuntimeError( + "Parent is {0!r} but current_process is {1!r}".format( + self._parent, current_process())) + self._start_called = True + if hasattr(self._parent, '_children'): + self._parent._children[self] = None + threading.Thread.start(self) + + @property + def exitcode(self): + if self._start_called and not self.is_alive(): + return 0 + else: + return None + +# +# +# + +Process = DummyProcess +current_process = threading.current_thread +current_process()._children = weakref.WeakKeyDictionary() + +def active_children(): + children = current_process()._children + for p in list(children): + if not p.is_alive(): + children.pop(p, None) + return list(children) + +def freeze_support(): + pass + +# +# +# + +class Namespace(object): + def __init__(self, /, **kwds): + self.__dict__.update(kwds) + def __repr__(self): + items = list(self.__dict__.items()) + temp = [] + for name, value in items: + if not name.startswith('_'): + temp.append('%s=%r' % (name, value)) + temp.sort() + return '%s(%s)' % (self.__class__.__name__, ', '.join(temp)) + +dict = dict +list = list + +def Array(typecode, sequence, lock=True): + return array.array(typecode, sequence) + +class Value(object): + def __init__(self, typecode, value, lock=True): + self._typecode = typecode + self._value = value + + @property + def value(self): + return self._value + + @value.setter + def value(self, value): + self._value = value + + def __repr__(self): + return '<%s(%r, %r)>'%(type(self).__name__,self._typecode,self._value) + +def Manager(): + return sys.modules[__name__] + +def shutdown(): + pass + +def Pool(processes=None, initializer=None, initargs=()): + from ..pool import ThreadPool + return ThreadPool(processes, initializer, initargs) + +JoinableQueue = Queue diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/dummy/__pycache__/__init__.cpython-310.pyc b/llmeval-env/lib/python3.10/site-packages/multiprocess/dummy/__pycache__/__init__.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..e0acfe92ce963e171a8a3ee381674e2f9a6c09cf Binary files /dev/null and b/llmeval-env/lib/python3.10/site-packages/multiprocess/dummy/__pycache__/__init__.cpython-310.pyc differ diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/dummy/__pycache__/connection.cpython-310.pyc b/llmeval-env/lib/python3.10/site-packages/multiprocess/dummy/__pycache__/connection.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..2c2ee59a06c45912be7281ee568ee603b21fce0e Binary files /dev/null and b/llmeval-env/lib/python3.10/site-packages/multiprocess/dummy/__pycache__/connection.cpython-310.pyc differ diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/dummy/connection.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/dummy/connection.py new file mode 100644 index 0000000000000000000000000000000000000000..f0ce320fcf514083f3a6477e87abf40e9719285a --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/dummy/connection.py @@ -0,0 +1,75 @@ +# +# Analogue of `multiprocessing.connection` which uses queues instead of sockets +# +# multiprocessing/dummy/connection.py +# +# Copyright (c) 2006-2008, R Oudkerk +# Licensed to PSF under a Contributor Agreement. +# + +__all__ = [ 'Client', 'Listener', 'Pipe' ] + +from queue import Queue + + +families = [None] + + +class Listener(object): + + def __init__(self, address=None, family=None, backlog=1): + self._backlog_queue = Queue(backlog) + + def accept(self): + return Connection(*self._backlog_queue.get()) + + def close(self): + self._backlog_queue = None + + @property + def address(self): + return self._backlog_queue + + def __enter__(self): + return self + + def __exit__(self, exc_type, exc_value, exc_tb): + self.close() + + +def Client(address): + _in, _out = Queue(), Queue() + address.put((_out, _in)) + return Connection(_in, _out) + + +def Pipe(duplex=True): + a, b = Queue(), Queue() + return Connection(a, b), Connection(b, a) + + +class Connection(object): + + def __init__(self, _in, _out): + self._out = _out + self._in = _in + self.send = self.send_bytes = _out.put + self.recv = self.recv_bytes = _in.get + + def poll(self, timeout=0.0): + if self._in.qsize() > 0: + return True + if timeout <= 0.0: + return False + with self._in.not_empty: + self._in.not_empty.wait(timeout) + return self._in.qsize() > 0 + + def close(self): + pass + + def __enter__(self): + return self + + def __exit__(self, exc_type, exc_value, exc_tb): + self.close() diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/forkserver.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/forkserver.py new file mode 100644 index 0000000000000000000000000000000000000000..f988506e1a6f30f04d5680f62bf9ae965f993254 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/forkserver.py @@ -0,0 +1,347 @@ +import errno +import os +import selectors +import signal +import socket +import struct +import sys +import threading +import warnings + +from . import connection +from . import process +from .context import reduction +from . import resource_tracker +from . import spawn +from . import util + +__all__ = ['ensure_running', 'get_inherited_fds', 'connect_to_new_process', + 'set_forkserver_preload'] + +# +# +# + +MAXFDS_TO_SEND = 256 +SIGNED_STRUCT = struct.Struct('q') # large enough for pid_t + +# +# Forkserver class +# + +class ForkServer(object): + + def __init__(self): + self._forkserver_address = None + self._forkserver_alive_fd = None + self._forkserver_pid = None + self._inherited_fds = None + self._lock = threading.Lock() + self._preload_modules = ['__main__'] + + def _stop(self): + # Method used by unit tests to stop the server + with self._lock: + self._stop_unlocked() + + def _stop_unlocked(self): + if self._forkserver_pid is None: + return + + # close the "alive" file descriptor asks the server to stop + os.close(self._forkserver_alive_fd) + self._forkserver_alive_fd = None + + os.waitpid(self._forkserver_pid, 0) + self._forkserver_pid = None + + if not util.is_abstract_socket_namespace(self._forkserver_address): + os.unlink(self._forkserver_address) + self._forkserver_address = None + + def set_forkserver_preload(self, modules_names): + '''Set list of module names to try to load in forkserver process.''' + if not all(type(mod) is str for mod in self._preload_modules): + raise TypeError('module_names must be a list of strings') + self._preload_modules = modules_names + + def get_inherited_fds(self): + '''Return list of fds inherited from parent process. + + This returns None if the current process was not started by fork + server. + ''' + return self._inherited_fds + + def connect_to_new_process(self, fds): + '''Request forkserver to create a child process. + + Returns a pair of fds (status_r, data_w). The calling process can read + the child process's pid and (eventually) its returncode from status_r. + The calling process should write to data_w the pickled preparation and + process data. + ''' + self.ensure_running() + if len(fds) + 4 >= MAXFDS_TO_SEND: + raise ValueError('too many fds') + with socket.socket(socket.AF_UNIX) as client: + client.connect(self._forkserver_address) + parent_r, child_w = os.pipe() + child_r, parent_w = os.pipe() + allfds = [child_r, child_w, self._forkserver_alive_fd, + resource_tracker.getfd()] + allfds += fds + try: + reduction.sendfds(client, allfds) + return parent_r, parent_w + except: + os.close(parent_r) + os.close(parent_w) + raise + finally: + os.close(child_r) + os.close(child_w) + + def ensure_running(self): + '''Make sure that a fork server is running. + + This can be called from any process. Note that usually a child + process will just reuse the forkserver started by its parent, so + ensure_running() will do nothing. + ''' + with self._lock: + resource_tracker.ensure_running() + if self._forkserver_pid is not None: + # forkserver was launched before, is it still running? + pid, status = os.waitpid(self._forkserver_pid, os.WNOHANG) + if not pid: + # still alive + return + # dead, launch it again + os.close(self._forkserver_alive_fd) + self._forkserver_address = None + self._forkserver_alive_fd = None + self._forkserver_pid = None + + cmd = ('from multiprocess.forkserver import main; ' + + 'main(%d, %d, %r, **%r)') + + if self._preload_modules: + desired_keys = {'main_path', 'sys_path'} + data = spawn.get_preparation_data('ignore') + data = {x: y for x, y in data.items() if x in desired_keys} + else: + data = {} + + with socket.socket(socket.AF_UNIX) as listener: + address = connection.arbitrary_address('AF_UNIX') + listener.bind(address) + if not util.is_abstract_socket_namespace(address): + os.chmod(address, 0o600) + listener.listen() + + # all client processes own the write end of the "alive" pipe; + # when they all terminate the read end becomes ready. + alive_r, alive_w = os.pipe() + try: + fds_to_pass = [listener.fileno(), alive_r] + cmd %= (listener.fileno(), alive_r, self._preload_modules, + data) + exe = spawn.get_executable() + args = [exe] + util._args_from_interpreter_flags() + args += ['-c', cmd] + pid = util.spawnv_passfds(exe, args, fds_to_pass) + except: + os.close(alive_w) + raise + finally: + os.close(alive_r) + self._forkserver_address = address + self._forkserver_alive_fd = alive_w + self._forkserver_pid = pid + +# +# +# + +def main(listener_fd, alive_r, preload, main_path=None, sys_path=None): + '''Run forkserver.''' + if preload: + if '__main__' in preload and main_path is not None: + process.current_process()._inheriting = True + try: + spawn.import_main_path(main_path) + finally: + del process.current_process()._inheriting + for modname in preload: + try: + __import__(modname) + except ImportError: + pass + + util._close_stdin() + + sig_r, sig_w = os.pipe() + os.set_blocking(sig_r, False) + os.set_blocking(sig_w, False) + + def sigchld_handler(*_unused): + # Dummy signal handler, doesn't do anything + pass + + handlers = { + # unblocking SIGCHLD allows the wakeup fd to notify our event loop + signal.SIGCHLD: sigchld_handler, + # protect the process from ^C + signal.SIGINT: signal.SIG_IGN, + } + old_handlers = {sig: signal.signal(sig, val) + for (sig, val) in handlers.items()} + + # calling os.write() in the Python signal handler is racy + signal.set_wakeup_fd(sig_w) + + # map child pids to client fds + pid_to_fd = {} + + with socket.socket(socket.AF_UNIX, fileno=listener_fd) as listener, \ + selectors.DefaultSelector() as selector: + _forkserver._forkserver_address = listener.getsockname() + + selector.register(listener, selectors.EVENT_READ) + selector.register(alive_r, selectors.EVENT_READ) + selector.register(sig_r, selectors.EVENT_READ) + + while True: + try: + while True: + rfds = [key.fileobj for (key, events) in selector.select()] + if rfds: + break + + if alive_r in rfds: + # EOF because no more client processes left + assert os.read(alive_r, 1) == b'', "Not at EOF?" + raise SystemExit + + if sig_r in rfds: + # Got SIGCHLD + os.read(sig_r, 65536) # exhaust + while True: + # Scan for child processes + try: + pid, sts = os.waitpid(-1, os.WNOHANG) + except ChildProcessError: + break + if pid == 0: + break + child_w = pid_to_fd.pop(pid, None) + if child_w is not None: + returncode = os.waitstatus_to_exitcode(sts) + # Send exit code to client process + try: + write_signed(child_w, returncode) + except BrokenPipeError: + # client vanished + pass + os.close(child_w) + else: + # This shouldn't happen really + warnings.warn('forkserver: waitpid returned ' + 'unexpected pid %d' % pid) + + if listener in rfds: + # Incoming fork request + with listener.accept()[0] as s: + # Receive fds from client + fds = reduction.recvfds(s, MAXFDS_TO_SEND + 1) + if len(fds) > MAXFDS_TO_SEND: + raise RuntimeError( + "Too many ({0:n}) fds to send".format( + len(fds))) + child_r, child_w, *fds = fds + s.close() + pid = os.fork() + if pid == 0: + # Child + code = 1 + try: + listener.close() + selector.close() + unused_fds = [alive_r, child_w, sig_r, sig_w] + unused_fds.extend(pid_to_fd.values()) + code = _serve_one(child_r, fds, + unused_fds, + old_handlers) + except Exception: + sys.excepthook(*sys.exc_info()) + sys.stderr.flush() + finally: + os._exit(code) + else: + # Send pid to client process + try: + write_signed(child_w, pid) + except BrokenPipeError: + # client vanished + pass + pid_to_fd[pid] = child_w + os.close(child_r) + for fd in fds: + os.close(fd) + + except OSError as e: + if e.errno != errno.ECONNABORTED: + raise + + +def _serve_one(child_r, fds, unused_fds, handlers): + # close unnecessary stuff and reset signal handlers + signal.set_wakeup_fd(-1) + for sig, val in handlers.items(): + signal.signal(sig, val) + for fd in unused_fds: + os.close(fd) + + (_forkserver._forkserver_alive_fd, + resource_tracker._resource_tracker._fd, + *_forkserver._inherited_fds) = fds + + # Run process object received over pipe + parent_sentinel = os.dup(child_r) + code = spawn._main(child_r, parent_sentinel) + + return code + + +# +# Read and write signed numbers +# + +def read_signed(fd): + data = b'' + length = SIGNED_STRUCT.size + while len(data) < length: + s = os.read(fd, length - len(data)) + if not s: + raise EOFError('unexpected EOF') + data += s + return SIGNED_STRUCT.unpack(data)[0] + +def write_signed(fd, n): + msg = SIGNED_STRUCT.pack(n) + while msg: + nbytes = os.write(fd, msg) + if nbytes == 0: + raise RuntimeError('should not get here') + msg = msg[nbytes:] + +# +# +# + +_forkserver = ForkServer() +ensure_running = _forkserver.ensure_running +get_inherited_fds = _forkserver.get_inherited_fds +connect_to_new_process = _forkserver.connect_to_new_process +set_forkserver_preload = _forkserver.set_forkserver_preload diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/heap.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/heap.py new file mode 100644 index 0000000000000000000000000000000000000000..6217dfe12689b379f2dad6f1e4bc3bbf6af8f60a --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/heap.py @@ -0,0 +1,337 @@ +# +# Module which supports allocation of memory from an mmap +# +# multiprocessing/heap.py +# +# Copyright (c) 2006-2008, R Oudkerk +# Licensed to PSF under a Contributor Agreement. +# + +import bisect +from collections import defaultdict +import mmap +import os +import sys +import tempfile +import threading + +from .context import reduction, assert_spawning +from . import util + +__all__ = ['BufferWrapper'] + +# +# Inheritable class which wraps an mmap, and from which blocks can be allocated +# + +if sys.platform == 'win32': + + import _winapi + + class Arena(object): + """ + A shared memory area backed by anonymous memory (Windows). + """ + + _rand = tempfile._RandomNameSequence() + + def __init__(self, size): + self.size = size + for i in range(100): + name = 'pym-%d-%s' % (os.getpid(), next(self._rand)) + buf = mmap.mmap(-1, size, tagname=name) + if _winapi.GetLastError() == 0: + break + # We have reopened a preexisting mmap. + buf.close() + else: + raise FileExistsError('Cannot find name for new mmap') + self.name = name + self.buffer = buf + self._state = (self.size, self.name) + + def __getstate__(self): + assert_spawning(self) + return self._state + + def __setstate__(self, state): + self.size, self.name = self._state = state + # Reopen existing mmap + self.buffer = mmap.mmap(-1, self.size, tagname=self.name) + # XXX Temporarily preventing buildbot failures while determining + # XXX the correct long-term fix. See issue 23060 + #assert _winapi.GetLastError() == _winapi.ERROR_ALREADY_EXISTS + +else: + + class Arena(object): + """ + A shared memory area backed by a temporary file (POSIX). + """ + + if sys.platform == 'linux': + _dir_candidates = ['/dev/shm'] + else: + _dir_candidates = [] + + def __init__(self, size, fd=-1): + self.size = size + self.fd = fd + if fd == -1: + # Arena is created anew (if fd != -1, it means we're coming + # from rebuild_arena() below) + self.fd, name = tempfile.mkstemp( + prefix='pym-%d-'%os.getpid(), + dir=self._choose_dir(size)) + os.unlink(name) + util.Finalize(self, os.close, (self.fd,)) + os.ftruncate(self.fd, size) + self.buffer = mmap.mmap(self.fd, self.size) + + def _choose_dir(self, size): + # Choose a non-storage backed directory if possible, + # to improve performance + for d in self._dir_candidates: + st = os.statvfs(d) + if st.f_bavail * st.f_frsize >= size: # enough free space? + return d + return util.get_temp_dir() + + def reduce_arena(a): + if a.fd == -1: + raise ValueError('Arena is unpicklable because ' + 'forking was enabled when it was created') + return rebuild_arena, (a.size, reduction.DupFd(a.fd)) + + def rebuild_arena(size, dupfd): + return Arena(size, dupfd.detach()) + + reduction.register(Arena, reduce_arena) + +# +# Class allowing allocation of chunks of memory from arenas +# + +class Heap(object): + + # Minimum malloc() alignment + _alignment = 8 + + _DISCARD_FREE_SPACE_LARGER_THAN = 4 * 1024 ** 2 # 4 MB + _DOUBLE_ARENA_SIZE_UNTIL = 4 * 1024 ** 2 + + def __init__(self, size=mmap.PAGESIZE): + self._lastpid = os.getpid() + self._lock = threading.Lock() + # Current arena allocation size + self._size = size + # A sorted list of available block sizes in arenas + self._lengths = [] + + # Free block management: + # - map each block size to a list of `(Arena, start, stop)` blocks + self._len_to_seq = {} + # - map `(Arena, start)` tuple to the `(Arena, start, stop)` block + # starting at that offset + self._start_to_block = {} + # - map `(Arena, stop)` tuple to the `(Arena, start, stop)` block + # ending at that offset + self._stop_to_block = {} + + # Map arenas to their `(Arena, start, stop)` blocks in use + self._allocated_blocks = defaultdict(set) + self._arenas = [] + + # List of pending blocks to free - see comment in free() below + self._pending_free_blocks = [] + + # Statistics + self._n_mallocs = 0 + self._n_frees = 0 + + @staticmethod + def _roundup(n, alignment): + # alignment must be a power of 2 + mask = alignment - 1 + return (n + mask) & ~mask + + def _new_arena(self, size): + # Create a new arena with at least the given *size* + length = self._roundup(max(self._size, size), mmap.PAGESIZE) + # We carve larger and larger arenas, for efficiency, until we + # reach a large-ish size (roughly L3 cache-sized) + if self._size < self._DOUBLE_ARENA_SIZE_UNTIL: + self._size *= 2 + util.info('allocating a new mmap of length %d', length) + arena = Arena(length) + self._arenas.append(arena) + return (arena, 0, length) + + def _discard_arena(self, arena): + # Possibly delete the given (unused) arena + length = arena.size + # Reusing an existing arena is faster than creating a new one, so + # we only reclaim space if it's large enough. + if length < self._DISCARD_FREE_SPACE_LARGER_THAN: + return + blocks = self._allocated_blocks.pop(arena) + assert not blocks + del self._start_to_block[(arena, 0)] + del self._stop_to_block[(arena, length)] + self._arenas.remove(arena) + seq = self._len_to_seq[length] + seq.remove((arena, 0, length)) + if not seq: + del self._len_to_seq[length] + self._lengths.remove(length) + + def _malloc(self, size): + # returns a large enough block -- it might be much larger + i = bisect.bisect_left(self._lengths, size) + if i == len(self._lengths): + return self._new_arena(size) + else: + length = self._lengths[i] + seq = self._len_to_seq[length] + block = seq.pop() + if not seq: + del self._len_to_seq[length], self._lengths[i] + + (arena, start, stop) = block + del self._start_to_block[(arena, start)] + del self._stop_to_block[(arena, stop)] + return block + + def _add_free_block(self, block): + # make block available and try to merge with its neighbours in the arena + (arena, start, stop) = block + + try: + prev_block = self._stop_to_block[(arena, start)] + except KeyError: + pass + else: + start, _ = self._absorb(prev_block) + + try: + next_block = self._start_to_block[(arena, stop)] + except KeyError: + pass + else: + _, stop = self._absorb(next_block) + + block = (arena, start, stop) + length = stop - start + + try: + self._len_to_seq[length].append(block) + except KeyError: + self._len_to_seq[length] = [block] + bisect.insort(self._lengths, length) + + self._start_to_block[(arena, start)] = block + self._stop_to_block[(arena, stop)] = block + + def _absorb(self, block): + # deregister this block so it can be merged with a neighbour + (arena, start, stop) = block + del self._start_to_block[(arena, start)] + del self._stop_to_block[(arena, stop)] + + length = stop - start + seq = self._len_to_seq[length] + seq.remove(block) + if not seq: + del self._len_to_seq[length] + self._lengths.remove(length) + + return start, stop + + def _remove_allocated_block(self, block): + arena, start, stop = block + blocks = self._allocated_blocks[arena] + blocks.remove((start, stop)) + if not blocks: + # Arena is entirely free, discard it from this process + self._discard_arena(arena) + + def _free_pending_blocks(self): + # Free all the blocks in the pending list - called with the lock held. + while True: + try: + block = self._pending_free_blocks.pop() + except IndexError: + break + self._add_free_block(block) + self._remove_allocated_block(block) + + def free(self, block): + # free a block returned by malloc() + # Since free() can be called asynchronously by the GC, it could happen + # that it's called while self._lock is held: in that case, + # self._lock.acquire() would deadlock (issue #12352). To avoid that, a + # trylock is used instead, and if the lock can't be acquired + # immediately, the block is added to a list of blocks to be freed + # synchronously sometimes later from malloc() or free(), by calling + # _free_pending_blocks() (appending and retrieving from a list is not + # strictly thread-safe but under CPython it's atomic thanks to the GIL). + if os.getpid() != self._lastpid: + raise ValueError( + "My pid ({0:n}) is not last pid {1:n}".format( + os.getpid(),self._lastpid)) + if not self._lock.acquire(False): + # can't acquire the lock right now, add the block to the list of + # pending blocks to free + self._pending_free_blocks.append(block) + else: + # we hold the lock + try: + self._n_frees += 1 + self._free_pending_blocks() + self._add_free_block(block) + self._remove_allocated_block(block) + finally: + self._lock.release() + + def malloc(self, size): + # return a block of right size (possibly rounded up) + if size < 0: + raise ValueError("Size {0:n} out of range".format(size)) + if sys.maxsize <= size: + raise OverflowError("Size {0:n} too large".format(size)) + if os.getpid() != self._lastpid: + self.__init__() # reinitialize after fork + with self._lock: + self._n_mallocs += 1 + # allow pending blocks to be marked available + self._free_pending_blocks() + size = self._roundup(max(size, 1), self._alignment) + (arena, start, stop) = self._malloc(size) + real_stop = start + size + if real_stop < stop: + # if the returned block is larger than necessary, mark + # the remainder available + self._add_free_block((arena, real_stop, stop)) + self._allocated_blocks[arena].add((start, real_stop)) + return (arena, start, real_stop) + +# +# Class wrapping a block allocated out of a Heap -- can be inherited by child process +# + +class BufferWrapper(object): + + _heap = Heap() + + def __init__(self, size): + if size < 0: + raise ValueError("Size {0:n} out of range".format(size)) + if sys.maxsize <= size: + raise OverflowError("Size {0:n} too large".format(size)) + block = BufferWrapper._heap.malloc(size) + self._state = (block, size) + util.Finalize(self, BufferWrapper._heap.free, args=(block,)) + + def create_memoryview(self): + (arena, start, stop), size = self._state + return memoryview(arena.buffer)[start:start+size] diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/pool.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/pool.py new file mode 100644 index 0000000000000000000000000000000000000000..961d7e5991847af1ea8034a5a37d9159cf4614ae --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/pool.py @@ -0,0 +1,957 @@ +# +# Module providing the `Pool` class for managing a process pool +# +# multiprocessing/pool.py +# +# Copyright (c) 2006-2008, R Oudkerk +# Licensed to PSF under a Contributor Agreement. +# + +__all__ = ['Pool', 'ThreadPool'] + +# +# Imports +# + +import collections +import itertools +import os +import queue +import threading +import time +import traceback +import types +import warnings + +# If threading is available then ThreadPool should be provided. Therefore +# we avoid top-level imports which are liable to fail on some systems. +from . import util +from . import get_context, TimeoutError +from .connection import wait + +# +# Constants representing the state of a pool +# + +INIT = "INIT" +RUN = "RUN" +CLOSE = "CLOSE" +TERMINATE = "TERMINATE" + +# +# Miscellaneous +# + +job_counter = itertools.count() + +def mapstar(args): + return list(map(*args)) + +def starmapstar(args): + return list(itertools.starmap(args[0], args[1])) + +# +# Hack to embed stringification of remote traceback in local traceback +# + +class RemoteTraceback(Exception): + def __init__(self, tb): + self.tb = tb + def __str__(self): + return self.tb + +class ExceptionWithTraceback: + def __init__(self, exc, tb): + tb = traceback.format_exception(type(exc), exc, tb) + tb = ''.join(tb) + self.exc = exc + self.tb = '\n"""\n%s"""' % tb + def __reduce__(self): + return rebuild_exc, (self.exc, self.tb) + +def rebuild_exc(exc, tb): + exc.__cause__ = RemoteTraceback(tb) + return exc + +# +# Code run by worker processes +# + +class MaybeEncodingError(Exception): + """Wraps possible unpickleable errors, so they can be + safely sent through the socket.""" + + def __init__(self, exc, value): + self.exc = repr(exc) + self.value = repr(value) + super(MaybeEncodingError, self).__init__(self.exc, self.value) + + def __str__(self): + return "Error sending result: '%s'. Reason: '%s'" % (self.value, + self.exc) + + def __repr__(self): + return "<%s: %s>" % (self.__class__.__name__, self) + + +def worker(inqueue, outqueue, initializer=None, initargs=(), maxtasks=None, + wrap_exception=False): + if (maxtasks is not None) and not (isinstance(maxtasks, int) + and maxtasks >= 1): + raise AssertionError("Maxtasks {!r} is not valid".format(maxtasks)) + put = outqueue.put + get = inqueue.get + if hasattr(inqueue, '_writer'): + inqueue._writer.close() + outqueue._reader.close() + + if initializer is not None: + initializer(*initargs) + + completed = 0 + while maxtasks is None or (maxtasks and completed < maxtasks): + try: + task = get() + except (EOFError, OSError): + util.debug('worker got EOFError or OSError -- exiting') + break + + if task is None: + util.debug('worker got sentinel -- exiting') + break + + job, i, func, args, kwds = task + try: + result = (True, func(*args, **kwds)) + except Exception as e: + if wrap_exception and func is not _helper_reraises_exception: + e = ExceptionWithTraceback(e, e.__traceback__) + result = (False, e) + try: + put((job, i, result)) + except Exception as e: + wrapped = MaybeEncodingError(e, result[1]) + util.debug("Possible encoding error while sending result: %s" % ( + wrapped)) + put((job, i, (False, wrapped))) + + task = job = result = func = args = kwds = None + completed += 1 + util.debug('worker exiting after %d tasks' % completed) + +def _helper_reraises_exception(ex): + 'Pickle-able helper function for use by _guarded_task_generation.' + raise ex + +# +# Class representing a process pool +# + +class _PoolCache(dict): + """ + Class that implements a cache for the Pool class that will notify + the pool management threads every time the cache is emptied. The + notification is done by the use of a queue that is provided when + instantiating the cache. + """ + def __init__(self, /, *args, notifier=None, **kwds): + self.notifier = notifier + super().__init__(*args, **kwds) + + def __delitem__(self, item): + super().__delitem__(item) + + # Notify that the cache is empty. This is important because the + # pool keeps maintaining workers until the cache gets drained. This + # eliminates a race condition in which a task is finished after the + # the pool's _handle_workers method has enter another iteration of the + # loop. In this situation, the only event that can wake up the pool + # is the cache to be emptied (no more tasks available). + if not self: + self.notifier.put(None) + +class Pool(object): + ''' + Class which supports an async version of applying functions to arguments. + ''' + _wrap_exception = True + + @staticmethod + def Process(ctx, *args, **kwds): + return ctx.Process(*args, **kwds) + + def __init__(self, processes=None, initializer=None, initargs=(), + maxtasksperchild=None, context=None): + # Attributes initialized early to make sure that they exist in + # __del__() if __init__() raises an exception + self._pool = [] + self._state = INIT + + self._ctx = context or get_context() + self._setup_queues() + self._taskqueue = queue.SimpleQueue() + # The _change_notifier queue exist to wake up self._handle_workers() + # when the cache (self._cache) is empty or when there is a change in + # the _state variable of the thread that runs _handle_workers. + self._change_notifier = self._ctx.SimpleQueue() + self._cache = _PoolCache(notifier=self._change_notifier) + self._maxtasksperchild = maxtasksperchild + self._initializer = initializer + self._initargs = initargs + + if processes is None: + processes = os.cpu_count() or 1 + if processes < 1: + raise ValueError("Number of processes must be at least 1") + if maxtasksperchild is not None: + if not isinstance(maxtasksperchild, int) or maxtasksperchild <= 0: + raise ValueError("maxtasksperchild must be a positive int or None") + + if initializer is not None and not callable(initializer): + raise TypeError('initializer must be a callable') + + self._processes = processes + try: + self._repopulate_pool() + except Exception: + for p in self._pool: + if p.exitcode is None: + p.terminate() + for p in self._pool: + p.join() + raise + + sentinels = self._get_sentinels() + + self._worker_handler = threading.Thread( + target=Pool._handle_workers, + args=(self._cache, self._taskqueue, self._ctx, self.Process, + self._processes, self._pool, self._inqueue, self._outqueue, + self._initializer, self._initargs, self._maxtasksperchild, + self._wrap_exception, sentinels, self._change_notifier) + ) + self._worker_handler.daemon = True + self._worker_handler._state = RUN + self._worker_handler.start() + + + self._task_handler = threading.Thread( + target=Pool._handle_tasks, + args=(self._taskqueue, self._quick_put, self._outqueue, + self._pool, self._cache) + ) + self._task_handler.daemon = True + self._task_handler._state = RUN + self._task_handler.start() + + self._result_handler = threading.Thread( + target=Pool._handle_results, + args=(self._outqueue, self._quick_get, self._cache) + ) + self._result_handler.daemon = True + self._result_handler._state = RUN + self._result_handler.start() + + self._terminate = util.Finalize( + self, self._terminate_pool, + args=(self._taskqueue, self._inqueue, self._outqueue, self._pool, + self._change_notifier, self._worker_handler, self._task_handler, + self._result_handler, self._cache), + exitpriority=15 + ) + self._state = RUN + + # Copy globals as function locals to make sure that they are available + # during Python shutdown when the Pool is destroyed. + def __del__(self, _warn=warnings.warn, RUN=RUN): + if self._state == RUN: + _warn(f"unclosed running multiprocessing pool {self!r}", + ResourceWarning, source=self) + if getattr(self, '_change_notifier', None) is not None: + self._change_notifier.put(None) + + def __repr__(self): + cls = self.__class__ + return (f'<{cls.__module__}.{cls.__qualname__} ' + f'state={self._state} ' + f'pool_size={len(self._pool)}>') + + def _get_sentinels(self): + task_queue_sentinels = [self._outqueue._reader] + self_notifier_sentinels = [self._change_notifier._reader] + return [*task_queue_sentinels, *self_notifier_sentinels] + + @staticmethod + def _get_worker_sentinels(workers): + return [worker.sentinel for worker in + workers if hasattr(worker, "sentinel")] + + @staticmethod + def _join_exited_workers(pool): + """Cleanup after any worker processes which have exited due to reaching + their specified lifetime. Returns True if any workers were cleaned up. + """ + cleaned = False + for i in reversed(range(len(pool))): + worker = pool[i] + if worker.exitcode is not None: + # worker exited + util.debug('cleaning up worker %d' % i) + worker.join() + cleaned = True + del pool[i] + return cleaned + + def _repopulate_pool(self): + return self._repopulate_pool_static(self._ctx, self.Process, + self._processes, + self._pool, self._inqueue, + self._outqueue, self._initializer, + self._initargs, + self._maxtasksperchild, + self._wrap_exception) + + @staticmethod + def _repopulate_pool_static(ctx, Process, processes, pool, inqueue, + outqueue, initializer, initargs, + maxtasksperchild, wrap_exception): + """Bring the number of pool processes up to the specified number, + for use after reaping workers which have exited. + """ + for i in range(processes - len(pool)): + w = Process(ctx, target=worker, + args=(inqueue, outqueue, + initializer, + initargs, maxtasksperchild, + wrap_exception)) + w.name = w.name.replace('Process', 'PoolWorker') + w.daemon = True + w.start() + pool.append(w) + util.debug('added worker') + + @staticmethod + def _maintain_pool(ctx, Process, processes, pool, inqueue, outqueue, + initializer, initargs, maxtasksperchild, + wrap_exception): + """Clean up any exited workers and start replacements for them. + """ + if Pool._join_exited_workers(pool): + Pool._repopulate_pool_static(ctx, Process, processes, pool, + inqueue, outqueue, initializer, + initargs, maxtasksperchild, + wrap_exception) + + def _setup_queues(self): + self._inqueue = self._ctx.SimpleQueue() + self._outqueue = self._ctx.SimpleQueue() + self._quick_put = self._inqueue._writer.send + self._quick_get = self._outqueue._reader.recv + + def _check_running(self): + if self._state != RUN: + raise ValueError("Pool not running") + + def apply(self, func, args=(), kwds={}): + ''' + Equivalent of `func(*args, **kwds)`. + Pool must be running. + ''' + return self.apply_async(func, args, kwds).get() + + def map(self, func, iterable, chunksize=None): + ''' + Apply `func` to each element in `iterable`, collecting the results + in a list that is returned. + ''' + return self._map_async(func, iterable, mapstar, chunksize).get() + + def starmap(self, func, iterable, chunksize=None): + ''' + Like `map()` method but the elements of the `iterable` are expected to + be iterables as well and will be unpacked as arguments. Hence + `func` and (a, b) becomes func(a, b). + ''' + return self._map_async(func, iterable, starmapstar, chunksize).get() + + def starmap_async(self, func, iterable, chunksize=None, callback=None, + error_callback=None): + ''' + Asynchronous version of `starmap()` method. + ''' + return self._map_async(func, iterable, starmapstar, chunksize, + callback, error_callback) + + def _guarded_task_generation(self, result_job, func, iterable): + '''Provides a generator of tasks for imap and imap_unordered with + appropriate handling for iterables which throw exceptions during + iteration.''' + try: + i = -1 + for i, x in enumerate(iterable): + yield (result_job, i, func, (x,), {}) + except Exception as e: + yield (result_job, i+1, _helper_reraises_exception, (e,), {}) + + def imap(self, func, iterable, chunksize=1): + ''' + Equivalent of `map()` -- can be MUCH slower than `Pool.map()`. + ''' + self._check_running() + if chunksize == 1: + result = IMapIterator(self) + self._taskqueue.put( + ( + self._guarded_task_generation(result._job, func, iterable), + result._set_length + )) + return result + else: + if chunksize < 1: + raise ValueError( + "Chunksize must be 1+, not {0:n}".format( + chunksize)) + task_batches = Pool._get_tasks(func, iterable, chunksize) + result = IMapIterator(self) + self._taskqueue.put( + ( + self._guarded_task_generation(result._job, + mapstar, + task_batches), + result._set_length + )) + return (item for chunk in result for item in chunk) + + def imap_unordered(self, func, iterable, chunksize=1): + ''' + Like `imap()` method but ordering of results is arbitrary. + ''' + self._check_running() + if chunksize == 1: + result = IMapUnorderedIterator(self) + self._taskqueue.put( + ( + self._guarded_task_generation(result._job, func, iterable), + result._set_length + )) + return result + else: + if chunksize < 1: + raise ValueError( + "Chunksize must be 1+, not {0!r}".format(chunksize)) + task_batches = Pool._get_tasks(func, iterable, chunksize) + result = IMapUnorderedIterator(self) + self._taskqueue.put( + ( + self._guarded_task_generation(result._job, + mapstar, + task_batches), + result._set_length + )) + return (item for chunk in result for item in chunk) + + def apply_async(self, func, args=(), kwds={}, callback=None, + error_callback=None): + ''' + Asynchronous version of `apply()` method. + ''' + self._check_running() + result = ApplyResult(self, callback, error_callback) + self._taskqueue.put(([(result._job, 0, func, args, kwds)], None)) + return result + + def map_async(self, func, iterable, chunksize=None, callback=None, + error_callback=None): + ''' + Asynchronous version of `map()` method. + ''' + return self._map_async(func, iterable, mapstar, chunksize, callback, + error_callback) + + def _map_async(self, func, iterable, mapper, chunksize=None, callback=None, + error_callback=None): + ''' + Helper function to implement map, starmap and their async counterparts. + ''' + self._check_running() + if not hasattr(iterable, '__len__'): + iterable = list(iterable) + + if chunksize is None: + chunksize, extra = divmod(len(iterable), len(self._pool) * 4) + if extra: + chunksize += 1 + if len(iterable) == 0: + chunksize = 0 + + task_batches = Pool._get_tasks(func, iterable, chunksize) + result = MapResult(self, chunksize, len(iterable), callback, + error_callback=error_callback) + self._taskqueue.put( + ( + self._guarded_task_generation(result._job, + mapper, + task_batches), + None + ) + ) + return result + + @staticmethod + def _wait_for_updates(sentinels, change_notifier, timeout=None): + wait(sentinels, timeout=timeout) + while not change_notifier.empty(): + change_notifier.get() + + @classmethod + def _handle_workers(cls, cache, taskqueue, ctx, Process, processes, + pool, inqueue, outqueue, initializer, initargs, + maxtasksperchild, wrap_exception, sentinels, + change_notifier): + thread = threading.current_thread() + + # Keep maintaining workers until the cache gets drained, unless the pool + # is terminated. + while thread._state == RUN or (cache and thread._state != TERMINATE): + cls._maintain_pool(ctx, Process, processes, pool, inqueue, + outqueue, initializer, initargs, + maxtasksperchild, wrap_exception) + + current_sentinels = [*cls._get_worker_sentinels(pool), *sentinels] + + cls._wait_for_updates(current_sentinels, change_notifier) + # send sentinel to stop workers + taskqueue.put(None) + util.debug('worker handler exiting') + + @staticmethod + def _handle_tasks(taskqueue, put, outqueue, pool, cache): + thread = threading.current_thread() + + for taskseq, set_length in iter(taskqueue.get, None): + task = None + try: + # iterating taskseq cannot fail + for task in taskseq: + if thread._state != RUN: + util.debug('task handler found thread._state != RUN') + break + try: + put(task) + except Exception as e: + job, idx = task[:2] + try: + cache[job]._set(idx, (False, e)) + except KeyError: + pass + else: + if set_length: + util.debug('doing set_length()') + idx = task[1] if task else -1 + set_length(idx + 1) + continue + break + finally: + task = taskseq = job = None + else: + util.debug('task handler got sentinel') + + try: + # tell result handler to finish when cache is empty + util.debug('task handler sending sentinel to result handler') + outqueue.put(None) + + # tell workers there is no more work + util.debug('task handler sending sentinel to workers') + for p in pool: + put(None) + except OSError: + util.debug('task handler got OSError when sending sentinels') + + util.debug('task handler exiting') + + @staticmethod + def _handle_results(outqueue, get, cache): + thread = threading.current_thread() + + while 1: + try: + task = get() + except (OSError, EOFError): + util.debug('result handler got EOFError/OSError -- exiting') + return + + if thread._state != RUN: + assert thread._state == TERMINATE, "Thread not in TERMINATE" + util.debug('result handler found thread._state=TERMINATE') + break + + if task is None: + util.debug('result handler got sentinel') + break + + job, i, obj = task + try: + cache[job]._set(i, obj) + except KeyError: + pass + task = job = obj = None + + while cache and thread._state != TERMINATE: + try: + task = get() + except (OSError, EOFError): + util.debug('result handler got EOFError/OSError -- exiting') + return + + if task is None: + util.debug('result handler ignoring extra sentinel') + continue + job, i, obj = task + try: + cache[job]._set(i, obj) + except KeyError: + pass + task = job = obj = None + + if hasattr(outqueue, '_reader'): + util.debug('ensuring that outqueue is not full') + # If we don't make room available in outqueue then + # attempts to add the sentinel (None) to outqueue may + # block. There is guaranteed to be no more than 2 sentinels. + try: + for i in range(10): + if not outqueue._reader.poll(): + break + get() + except (OSError, EOFError): + pass + + util.debug('result handler exiting: len(cache)=%s, thread._state=%s', + len(cache), thread._state) + + @staticmethod + def _get_tasks(func, it, size): + it = iter(it) + while 1: + x = tuple(itertools.islice(it, size)) + if not x: + return + yield (func, x) + + def __reduce__(self): + raise NotImplementedError( + 'pool objects cannot be passed between processes or pickled' + ) + + def close(self): + util.debug('closing pool') + if self._state == RUN: + self._state = CLOSE + self._worker_handler._state = CLOSE + self._change_notifier.put(None) + + def terminate(self): + util.debug('terminating pool') + self._state = TERMINATE + self._terminate() + + def join(self): + util.debug('joining pool') + if self._state == RUN: + raise ValueError("Pool is still running") + elif self._state not in (CLOSE, TERMINATE): + raise ValueError("In unknown state") + self._worker_handler.join() + self._task_handler.join() + self._result_handler.join() + for p in self._pool: + p.join() + + @staticmethod + def _help_stuff_finish(inqueue, task_handler, size): + # task_handler may be blocked trying to put items on inqueue + util.debug('removing tasks from inqueue until task handler finished') + inqueue._rlock.acquire() + while task_handler.is_alive() and inqueue._reader.poll(): + inqueue._reader.recv() + time.sleep(0) + + @classmethod + def _terminate_pool(cls, taskqueue, inqueue, outqueue, pool, change_notifier, + worker_handler, task_handler, result_handler, cache): + # this is guaranteed to only be called once + util.debug('finalizing pool') + + # Notify that the worker_handler state has been changed so the + # _handle_workers loop can be unblocked (and exited) in order to + # send the finalization sentinel all the workers. + worker_handler._state = TERMINATE + change_notifier.put(None) + + task_handler._state = TERMINATE + + util.debug('helping task handler/workers to finish') + cls._help_stuff_finish(inqueue, task_handler, len(pool)) + + if (not result_handler.is_alive()) and (len(cache) != 0): + raise AssertionError( + "Cannot have cache with result_hander not alive") + + result_handler._state = TERMINATE + change_notifier.put(None) + outqueue.put(None) # sentinel + + # We must wait for the worker handler to exit before terminating + # workers because we don't want workers to be restarted behind our back. + util.debug('joining worker handler') + if threading.current_thread() is not worker_handler: + worker_handler.join() + + # Terminate workers which haven't already finished. + if pool and hasattr(pool[0], 'terminate'): + util.debug('terminating workers') + for p in pool: + if p.exitcode is None: + p.terminate() + + util.debug('joining task handler') + if threading.current_thread() is not task_handler: + task_handler.join() + + util.debug('joining result handler') + if threading.current_thread() is not result_handler: + result_handler.join() + + if pool and hasattr(pool[0], 'terminate'): + util.debug('joining pool workers') + for p in pool: + if p.is_alive(): + # worker has not yet exited + util.debug('cleaning up worker %d' % p.pid) + p.join() + + def __enter__(self): + self._check_running() + return self + + def __exit__(self, exc_type, exc_val, exc_tb): + self.terminate() + +# +# Class whose instances are returned by `Pool.apply_async()` +# + +class ApplyResult(object): + + def __init__(self, pool, callback, error_callback): + self._pool = pool + self._event = threading.Event() + self._job = next(job_counter) + self._cache = pool._cache + self._callback = callback + self._error_callback = error_callback + self._cache[self._job] = self + + def ready(self): + return self._event.is_set() + + def successful(self): + if not self.ready(): + raise ValueError("{0!r} not ready".format(self)) + return self._success + + def wait(self, timeout=None): + self._event.wait(timeout) + + def get(self, timeout=None): + self.wait(timeout) + if not self.ready(): + raise TimeoutError + if self._success: + return self._value + else: + raise self._value + + def _set(self, i, obj): + self._success, self._value = obj + if self._callback and self._success: + self._callback(self._value) + if self._error_callback and not self._success: + self._error_callback(self._value) + self._event.set() + del self._cache[self._job] + self._pool = None + + __class_getitem__ = classmethod(types.GenericAlias) + +AsyncResult = ApplyResult # create alias -- see #17805 + +# +# Class whose instances are returned by `Pool.map_async()` +# + +class MapResult(ApplyResult): + + def __init__(self, pool, chunksize, length, callback, error_callback): + ApplyResult.__init__(self, pool, callback, + error_callback=error_callback) + self._success = True + self._value = [None] * length + self._chunksize = chunksize + if chunksize <= 0: + self._number_left = 0 + self._event.set() + del self._cache[self._job] + else: + self._number_left = length//chunksize + bool(length % chunksize) + + def _set(self, i, success_result): + self._number_left -= 1 + success, result = success_result + if success and self._success: + self._value[i*self._chunksize:(i+1)*self._chunksize] = result + if self._number_left == 0: + if self._callback: + self._callback(self._value) + del self._cache[self._job] + self._event.set() + self._pool = None + else: + if not success and self._success: + # only store first exception + self._success = False + self._value = result + if self._number_left == 0: + # only consider the result ready once all jobs are done + if self._error_callback: + self._error_callback(self._value) + del self._cache[self._job] + self._event.set() + self._pool = None + +# +# Class whose instances are returned by `Pool.imap()` +# + +class IMapIterator(object): + + def __init__(self, pool): + self._pool = pool + self._cond = threading.Condition(threading.Lock()) + self._job = next(job_counter) + self._cache = pool._cache + self._items = collections.deque() + self._index = 0 + self._length = None + self._unsorted = {} + self._cache[self._job] = self + + def __iter__(self): + return self + + def next(self, timeout=None): + with self._cond: + try: + item = self._items.popleft() + except IndexError: + if self._index == self._length: + self._pool = None + raise StopIteration from None + self._cond.wait(timeout) + try: + item = self._items.popleft() + except IndexError: + if self._index == self._length: + self._pool = None + raise StopIteration from None + raise TimeoutError from None + + success, value = item + if success: + return value + raise value + + __next__ = next # XXX + + def _set(self, i, obj): + with self._cond: + if self._index == i: + self._items.append(obj) + self._index += 1 + while self._index in self._unsorted: + obj = self._unsorted.pop(self._index) + self._items.append(obj) + self._index += 1 + self._cond.notify() + else: + self._unsorted[i] = obj + + if self._index == self._length: + del self._cache[self._job] + self._pool = None + + def _set_length(self, length): + with self._cond: + self._length = length + if self._index == self._length: + self._cond.notify() + del self._cache[self._job] + self._pool = None + +# +# Class whose instances are returned by `Pool.imap_unordered()` +# + +class IMapUnorderedIterator(IMapIterator): + + def _set(self, i, obj): + with self._cond: + self._items.append(obj) + self._index += 1 + self._cond.notify() + if self._index == self._length: + del self._cache[self._job] + self._pool = None + +# +# +# + +class ThreadPool(Pool): + _wrap_exception = False + + @staticmethod + def Process(ctx, *args, **kwds): + from .dummy import Process + return Process(*args, **kwds) + + def __init__(self, processes=None, initializer=None, initargs=()): + Pool.__init__(self, processes, initializer, initargs) + + def _setup_queues(self): + self._inqueue = queue.SimpleQueue() + self._outqueue = queue.SimpleQueue() + self._quick_put = self._inqueue.put + self._quick_get = self._outqueue.get + + def _get_sentinels(self): + return [self._change_notifier._reader] + + @staticmethod + def _get_worker_sentinels(workers): + return [] + + @staticmethod + def _help_stuff_finish(inqueue, task_handler, size): + # drain inqueue, and put sentinels at its head to make workers finish + try: + while True: + inqueue.get(block=False) + except queue.Empty: + pass + for i in range(size): + inqueue.put(None) + + def _wait_for_updates(self, sentinels, change_notifier, timeout): + time.sleep(timeout) diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/popen_fork.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/popen_fork.py new file mode 100644 index 0000000000000000000000000000000000000000..fa7c52d589fea22aad4b2ff4ba969db442a9ec1c --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/popen_fork.py @@ -0,0 +1,83 @@ +import os +import signal + +from . import util + +__all__ = ['Popen'] + +# +# Start child process using fork +# + +class Popen(object): + method = 'fork' + + def __init__(self, process_obj): + util._flush_std_streams() + self.returncode = None + self.finalizer = None + self._launch(process_obj) + + def duplicate_for_child(self, fd): + return fd + + def poll(self, flag=os.WNOHANG): + if self.returncode is None: + try: + pid, sts = os.waitpid(self.pid, flag) + except OSError: + # Child process not yet created. See #1731717 + # e.errno == errno.ECHILD == 10 + return None + if pid == self.pid: + self.returncode = os.waitstatus_to_exitcode(sts) + return self.returncode + + def wait(self, timeout=None): + if self.returncode is None: + if timeout is not None: + from multiprocess.connection import wait + if not wait([self.sentinel], timeout): + return None + # This shouldn't block if wait() returned successfully. + return self.poll(os.WNOHANG if timeout == 0.0 else 0) + return self.returncode + + def _send_signal(self, sig): + if self.returncode is None: + try: + os.kill(self.pid, sig) + except ProcessLookupError: + pass + except OSError: + if self.wait(timeout=0.1) is None: + raise + + def terminate(self): + self._send_signal(signal.SIGTERM) + + def kill(self): + self._send_signal(signal.SIGKILL) + + def _launch(self, process_obj): + code = 1 + parent_r, child_w = os.pipe() + child_r, parent_w = os.pipe() + self.pid = os.fork() + if self.pid == 0: + try: + os.close(parent_r) + os.close(parent_w) + code = process_obj._bootstrap(parent_sentinel=child_r) + finally: + os._exit(code) + else: + os.close(child_w) + os.close(child_r) + self.finalizer = util.Finalize(self, util.close_fds, + (parent_r, parent_w,)) + self.sentinel = parent_r + + def close(self): + if self.finalizer is not None: + self.finalizer() diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/popen_forkserver.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/popen_forkserver.py new file mode 100644 index 0000000000000000000000000000000000000000..2cea1fc7a4602172b87df391fdc831c9d40ac49a --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/popen_forkserver.py @@ -0,0 +1,74 @@ +import io +import os + +from .context import reduction, set_spawning_popen +if not reduction.HAVE_SEND_HANDLE: + raise ImportError('No support for sending fds between processes') +from . import forkserver +from . import popen_fork +from . import spawn +from . import util + + +__all__ = ['Popen'] + +# +# Wrapper for an fd used while launching a process +# + +class _DupFd(object): + def __init__(self, ind): + self.ind = ind + def detach(self): + return forkserver.get_inherited_fds()[self.ind] + +# +# Start child process using a server process +# + +class Popen(popen_fork.Popen): + method = 'forkserver' + DupFd = _DupFd + + def __init__(self, process_obj): + self._fds = [] + super().__init__(process_obj) + + def duplicate_for_child(self, fd): + self._fds.append(fd) + return len(self._fds) - 1 + + def _launch(self, process_obj): + prep_data = spawn.get_preparation_data(process_obj._name) + buf = io.BytesIO() + set_spawning_popen(self) + try: + reduction.dump(prep_data, buf) + reduction.dump(process_obj, buf) + finally: + set_spawning_popen(None) + + self.sentinel, w = forkserver.connect_to_new_process(self._fds) + # Keep a duplicate of the data pipe's write end as a sentinel of the + # parent process used by the child process. + _parent_w = os.dup(w) + self.finalizer = util.Finalize(self, util.close_fds, + (_parent_w, self.sentinel)) + with open(w, 'wb', closefd=True) as f: + f.write(buf.getbuffer()) + self.pid = forkserver.read_signed(self.sentinel) + + def poll(self, flag=os.WNOHANG): + if self.returncode is None: + from multiprocess.connection import wait + timeout = 0 if flag == os.WNOHANG else None + if not wait([self.sentinel], timeout): + return None + try: + self.returncode = forkserver.read_signed(self.sentinel) + except (OSError, EOFError): + # This should not happen usually, but perhaps the forkserver + # process itself got killed + self.returncode = 255 + + return self.returncode diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/popen_spawn_posix.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/popen_spawn_posix.py new file mode 100644 index 0000000000000000000000000000000000000000..24b8634523e5f2c29cd8bb21022c26d22a4fb13b --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/popen_spawn_posix.py @@ -0,0 +1,72 @@ +import io +import os + +from .context import reduction, set_spawning_popen +from . import popen_fork +from . import spawn +from . import util + +__all__ = ['Popen'] + + +# +# Wrapper for an fd used while launching a process +# + +class _DupFd(object): + def __init__(self, fd): + self.fd = fd + def detach(self): + return self.fd + +# +# Start child process using a fresh interpreter +# + +class Popen(popen_fork.Popen): + method = 'spawn' + DupFd = _DupFd + + def __init__(self, process_obj): + self._fds = [] + super().__init__(process_obj) + + def duplicate_for_child(self, fd): + self._fds.append(fd) + return fd + + def _launch(self, process_obj): + from . import resource_tracker + tracker_fd = resource_tracker.getfd() + self._fds.append(tracker_fd) + prep_data = spawn.get_preparation_data(process_obj._name) + fp = io.BytesIO() + set_spawning_popen(self) + try: + reduction.dump(prep_data, fp) + reduction.dump(process_obj, fp) + finally: + set_spawning_popen(None) + + parent_r = child_w = child_r = parent_w = None + try: + parent_r, child_w = os.pipe() + child_r, parent_w = os.pipe() + cmd = spawn.get_command_line(tracker_fd=tracker_fd, + pipe_handle=child_r) + self._fds.extend([child_r, child_w]) + self.pid = util.spawnv_passfds(spawn.get_executable(), + cmd, self._fds) + self.sentinel = parent_r + with open(parent_w, 'wb', closefd=False) as f: + f.write(fp.getbuffer()) + finally: + fds_to_close = [] + for fd in (parent_r, parent_w): + if fd is not None: + fds_to_close.append(fd) + self.finalizer = util.Finalize(self, util.close_fds, fds_to_close) + + for fd in (child_r, child_w): + if fd is not None: + os.close(fd) diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/popen_spawn_win32.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/popen_spawn_win32.py new file mode 100644 index 0000000000000000000000000000000000000000..9c4098d0fa4f1e6e3ec94ecc8e596dd3857d741f --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/popen_spawn_win32.py @@ -0,0 +1,131 @@ +import os +import msvcrt +import signal +import sys +import _winapi + +from .context import reduction, get_spawning_popen, set_spawning_popen +from . import spawn +from . import util + +__all__ = ['Popen'] + +# +# +# + +TERMINATE = 0x10000 +WINEXE = (sys.platform == 'win32' and getattr(sys, 'frozen', False)) +WINSERVICE = sys.executable.lower().endswith("pythonservice.exe") + + +def _path_eq(p1, p2): + return p1 == p2 or os.path.normcase(p1) == os.path.normcase(p2) + +WINENV = not _path_eq(sys.executable, sys._base_executable) + + +def _close_handles(*handles): + for handle in handles: + _winapi.CloseHandle(handle) + + +# +# We define a Popen class similar to the one from subprocess, but +# whose constructor takes a process object as its argument. +# + +class Popen(object): + ''' + Start a subprocess to run the code of a process object + ''' + method = 'spawn' + + def __init__(self, process_obj): + prep_data = spawn.get_preparation_data(process_obj._name) + + # read end of pipe will be duplicated by the child process + # -- see spawn_main() in spawn.py. + # + # bpo-33929: Previously, the read end of pipe was "stolen" by the child + # process, but it leaked a handle if the child process had been + # terminated before it could steal the handle from the parent process. + rhandle, whandle = _winapi.CreatePipe(None, 0) + wfd = msvcrt.open_osfhandle(whandle, 0) + cmd = spawn.get_command_line(parent_pid=os.getpid(), + pipe_handle=rhandle) + cmd = ' '.join('"%s"' % x for x in cmd) + + python_exe = spawn.get_executable() + + # bpo-35797: When running in a venv, we bypass the redirect + # executor and launch our base Python. + if WINENV and _path_eq(python_exe, sys.executable): + python_exe = sys._base_executable + env = os.environ.copy() + env["__PYVENV_LAUNCHER__"] = sys.executable + else: + env = None + + with open(wfd, 'wb', closefd=True) as to_child: + # start process + try: + hp, ht, pid, tid = _winapi.CreateProcess( + python_exe, cmd, + None, None, False, 0, env, None, None) + _winapi.CloseHandle(ht) + except: + _winapi.CloseHandle(rhandle) + raise + + # set attributes of self + self.pid = pid + self.returncode = None + self._handle = hp + self.sentinel = int(hp) + self.finalizer = util.Finalize(self, _close_handles, + (self.sentinel, int(rhandle))) + + # send information to child + set_spawning_popen(self) + try: + reduction.dump(prep_data, to_child) + reduction.dump(process_obj, to_child) + finally: + set_spawning_popen(None) + + def duplicate_for_child(self, handle): + assert self is get_spawning_popen() + return reduction.duplicate(handle, self.sentinel) + + def wait(self, timeout=None): + if self.returncode is None: + if timeout is None: + msecs = _winapi.INFINITE + else: + msecs = max(0, int(timeout * 1000 + 0.5)) + + res = _winapi.WaitForSingleObject(int(self._handle), msecs) + if res == _winapi.WAIT_OBJECT_0: + code = _winapi.GetExitCodeProcess(self._handle) + if code == TERMINATE: + code = -signal.SIGTERM + self.returncode = code + + return self.returncode + + def poll(self): + return self.wait(timeout=0) + + def terminate(self): + if self.returncode is None: + try: + _winapi.TerminateProcess(int(self._handle), TERMINATE) + except OSError: + if self.wait(timeout=1.0) is None: + raise + + kill = terminate + + def close(self): + self.finalizer() diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/process.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/process.py new file mode 100644 index 0000000000000000000000000000000000000000..4c887e3b164600f9fee2993315ad8fc2f85f29c8 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/process.py @@ -0,0 +1,438 @@ +# +# Module providing the `Process` class which emulates `threading.Thread` +# +# multiprocessing/process.py +# +# Copyright (c) 2006-2008, R Oudkerk +# Licensed to PSF under a Contributor Agreement. +# + +__all__ = ['BaseProcess', 'current_process', 'active_children', + 'parent_process'] + +# +# Imports +# + +import os +import sys +import signal +import itertools +import threading +from _weakrefset import WeakSet + +# +# +# + +try: + ORIGINAL_DIR = os.path.abspath(os.getcwd()) +except OSError: + ORIGINAL_DIR = None + +# +# Public functions +# + +def current_process(): + ''' + Return process object representing the current process + ''' + return _current_process + +def active_children(): + ''' + Return list of process objects corresponding to live child processes + ''' + _cleanup() + return list(_children) + + +def parent_process(): + ''' + Return process object representing the parent process + ''' + return _parent_process + +# +# +# + +def _cleanup(): + # check for processes which have finished + for p in list(_children): + if p._popen.poll() is not None: + _children.discard(p) + +# +# The `Process` class +# + +class BaseProcess(object): + ''' + Process objects represent activity that is run in a separate process + + The class is analogous to `threading.Thread` + ''' + def _Popen(self): + raise NotImplementedError + + def __init__(self, group=None, target=None, name=None, args=(), kwargs={}, + *, daemon=None): + assert group is None, 'group argument must be None for now' + count = next(_process_counter) + self._identity = _current_process._identity + (count,) + self._config = _current_process._config.copy() + self._parent_pid = os.getpid() + self._parent_name = _current_process.name + self._popen = None + self._closed = False + self._target = target + self._args = tuple(args) + self._kwargs = dict(kwargs) + self._name = name or type(self).__name__ + '-' + \ + ':'.join(str(i) for i in self._identity) + if daemon is not None: + self.daemon = daemon + _dangling.add(self) + + def _check_closed(self): + if self._closed: + raise ValueError("process object is closed") + + def run(self): + ''' + Method to be run in sub-process; can be overridden in sub-class + ''' + if self._target: + self._target(*self._args, **self._kwargs) + + def start(self): + ''' + Start child process + ''' + self._check_closed() + assert self._popen is None, 'cannot start a process twice' + assert self._parent_pid == os.getpid(), \ + 'can only start a process object created by current process' + assert not _current_process._config.get('daemon'), \ + 'daemonic processes are not allowed to have children' + _cleanup() + self._popen = self._Popen(self) + self._sentinel = self._popen.sentinel + # Avoid a refcycle if the target function holds an indirect + # reference to the process object (see bpo-30775) + del self._target, self._args, self._kwargs + _children.add(self) + + def terminate(self): + ''' + Terminate process; sends SIGTERM signal or uses TerminateProcess() + ''' + self._check_closed() + self._popen.terminate() + + def kill(self): + ''' + Terminate process; sends SIGKILL signal or uses TerminateProcess() + ''' + self._check_closed() + self._popen.kill() + + def join(self, timeout=None): + ''' + Wait until child process terminates + ''' + self._check_closed() + assert self._parent_pid == os.getpid(), 'can only join a child process' + assert self._popen is not None, 'can only join a started process' + res = self._popen.wait(timeout) + if res is not None: + _children.discard(self) + + def is_alive(self): + ''' + Return whether process is alive + ''' + self._check_closed() + if self is _current_process: + return True + assert self._parent_pid == os.getpid(), 'can only test a child process' + + if self._popen is None: + return False + + returncode = self._popen.poll() + if returncode is None: + return True + else: + _children.discard(self) + return False + + def close(self): + ''' + Close the Process object. + + This method releases resources held by the Process object. It is + an error to call this method if the child process is still running. + ''' + if self._popen is not None: + if self._popen.poll() is None: + raise ValueError("Cannot close a process while it is still running. " + "You should first call join() or terminate().") + self._popen.close() + self._popen = None + del self._sentinel + _children.discard(self) + self._closed = True + + @property + def name(self): + return self._name + + @name.setter + def name(self, name): + assert isinstance(name, str), 'name must be a string' + self._name = name + + @property + def daemon(self): + ''' + Return whether process is a daemon + ''' + return self._config.get('daemon', False) + + @daemon.setter + def daemon(self, daemonic): + ''' + Set whether process is a daemon + ''' + assert self._popen is None, 'process has already started' + self._config['daemon'] = daemonic + + @property + def authkey(self): + return self._config['authkey'] + + @authkey.setter + def authkey(self, authkey): + ''' + Set authorization key of process + ''' + self._config['authkey'] = AuthenticationString(authkey) + + @property + def exitcode(self): + ''' + Return exit code of process or `None` if it has yet to stop + ''' + self._check_closed() + if self._popen is None: + return self._popen + return self._popen.poll() + + @property + def ident(self): + ''' + Return identifier (PID) of process or `None` if it has yet to start + ''' + self._check_closed() + if self is _current_process: + return os.getpid() + else: + return self._popen and self._popen.pid + + pid = ident + + @property + def sentinel(self): + ''' + Return a file descriptor (Unix) or handle (Windows) suitable for + waiting for process termination. + ''' + self._check_closed() + try: + return self._sentinel + except AttributeError: + raise ValueError("process not started") from None + + def __repr__(self): + exitcode = None + if self is _current_process: + status = 'started' + elif self._closed: + status = 'closed' + elif self._parent_pid != os.getpid(): + status = 'unknown' + elif self._popen is None: + status = 'initial' + else: + exitcode = self._popen.poll() + if exitcode is not None: + status = 'stopped' + else: + status = 'started' + + info = [type(self).__name__, 'name=%r' % self._name] + if self._popen is not None: + info.append('pid=%s' % self._popen.pid) + info.append('parent=%s' % self._parent_pid) + info.append(status) + if exitcode is not None: + exitcode = _exitcode_to_name.get(exitcode, exitcode) + info.append('exitcode=%s' % exitcode) + if self.daemon: + info.append('daemon') + return '<%s>' % ' '.join(info) + + ## + + def _bootstrap(self, parent_sentinel=None): + from . import util, context + global _current_process, _parent_process, _process_counter, _children + + try: + if self._start_method is not None: + context._force_start_method(self._start_method) + _process_counter = itertools.count(1) + _children = set() + util._close_stdin() + old_process = _current_process + _current_process = self + _parent_process = _ParentProcess( + self._parent_name, self._parent_pid, parent_sentinel) + if threading._HAVE_THREAD_NATIVE_ID: + threading.main_thread()._set_native_id() + try: + self._after_fork() + finally: + # delay finalization of the old process object until after + # _run_after_forkers() is executed + del old_process + util.info('child process calling self.run()') + try: + self.run() + exitcode = 0 + finally: + util._exit_function() + except SystemExit as e: + if e.code is None: + exitcode = 0 + elif isinstance(e.code, int): + exitcode = e.code + else: + sys.stderr.write(str(e.code) + '\n') + exitcode = 1 + except: + exitcode = 1 + import traceback + sys.stderr.write('Process %s:\n' % self.name) + traceback.print_exc() + finally: + threading._shutdown() + util.info('process exiting with exitcode %d' % exitcode) + util._flush_std_streams() + + return exitcode + + @staticmethod + def _after_fork(): + from . import util + util._finalizer_registry.clear() + util._run_after_forkers() + + +# +# We subclass bytes to avoid accidental transmission of auth keys over network +# + +class AuthenticationString(bytes): + def __reduce__(self): + from .context import get_spawning_popen + if get_spawning_popen() is None: + raise TypeError( + 'Pickling an AuthenticationString object is ' + 'disallowed for security reasons' + ) + return AuthenticationString, (bytes(self),) + + +# +# Create object representing the parent process +# + +class _ParentProcess(BaseProcess): + + def __init__(self, name, pid, sentinel): + self._identity = () + self._name = name + self._pid = pid + self._parent_pid = None + self._popen = None + self._closed = False + self._sentinel = sentinel + self._config = {} + + def is_alive(self): + from multiprocess.connection import wait + return not wait([self._sentinel], timeout=0) + + @property + def ident(self): + return self._pid + + def join(self, timeout=None): + ''' + Wait until parent process terminates + ''' + from multiprocess.connection import wait + wait([self._sentinel], timeout=timeout) + + pid = ident + +# +# Create object representing the main process +# + +class _MainProcess(BaseProcess): + + def __init__(self): + self._identity = () + self._name = 'MainProcess' + self._parent_pid = None + self._popen = None + self._closed = False + self._config = {'authkey': AuthenticationString(os.urandom(32)), + 'semprefix': '/mp'} + # Note that some versions of FreeBSD only allow named + # semaphores to have names of up to 14 characters. Therefore + # we choose a short prefix. + # + # On MacOSX in a sandbox it may be necessary to use a + # different prefix -- see #19478. + # + # Everything in self._config will be inherited by descendant + # processes. + + def close(self): + pass + + +_parent_process = None +_current_process = _MainProcess() +_process_counter = itertools.count(1) +_children = set() +del _MainProcess + +# +# Give names to some return codes +# + +_exitcode_to_name = {} + +for name, signum in list(signal.__dict__.items()): + if name[:3]=='SIG' and '_' not in name: + _exitcode_to_name[-signum] = f'-{name}' + +# For debug and leak testing +_dangling = WeakSet() diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/queues.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/queues.py new file mode 100644 index 0000000000000000000000000000000000000000..72b3a0ccf29dfd34448459696111ceb3355aacef --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/queues.py @@ -0,0 +1,382 @@ +# +# Module implementing queues +# +# multiprocessing/queues.py +# +# Copyright (c) 2006-2008, R Oudkerk +# Licensed to PSF under a Contributor Agreement. +# + +__all__ = ['Queue', 'SimpleQueue', 'JoinableQueue'] + +import sys +import os +import threading +import collections +import time +import types +import weakref +import errno + +from queue import Empty, Full + +try: + import _multiprocess as _multiprocessing +except ImportError: + import _multiprocessing + +from . import connection +from . import context +_ForkingPickler = context.reduction.ForkingPickler + +from .util import debug, info, Finalize, register_after_fork, is_exiting + +# +# Queue type using a pipe, buffer and thread +# + +class Queue(object): + + def __init__(self, maxsize=0, *, ctx): + if maxsize <= 0: + # Can raise ImportError (see issues #3770 and #23400) + from .synchronize import SEM_VALUE_MAX as maxsize + self._maxsize = maxsize + self._reader, self._writer = connection.Pipe(duplex=False) + self._rlock = ctx.Lock() + self._opid = os.getpid() + if sys.platform == 'win32': + self._wlock = None + else: + self._wlock = ctx.Lock() + self._sem = ctx.BoundedSemaphore(maxsize) + # For use by concurrent.futures + self._ignore_epipe = False + self._reset() + + if sys.platform != 'win32': + register_after_fork(self, Queue._after_fork) + + def __getstate__(self): + context.assert_spawning(self) + return (self._ignore_epipe, self._maxsize, self._reader, self._writer, + self._rlock, self._wlock, self._sem, self._opid) + + def __setstate__(self, state): + (self._ignore_epipe, self._maxsize, self._reader, self._writer, + self._rlock, self._wlock, self._sem, self._opid) = state + self._reset() + + def _after_fork(self): + debug('Queue._after_fork()') + self._reset(after_fork=True) + + def _reset(self, after_fork=False): + if after_fork: + self._notempty._at_fork_reinit() + else: + self._notempty = threading.Condition(threading.Lock()) + self._buffer = collections.deque() + self._thread = None + self._jointhread = None + self._joincancelled = False + self._closed = False + self._close = None + self._send_bytes = self._writer.send_bytes + self._recv_bytes = self._reader.recv_bytes + self._poll = self._reader.poll + + def put(self, obj, block=True, timeout=None): + if self._closed: + raise ValueError(f"Queue {self!r} is closed") + if not self._sem.acquire(block, timeout): + raise Full + + with self._notempty: + if self._thread is None: + self._start_thread() + self._buffer.append(obj) + self._notempty.notify() + + def get(self, block=True, timeout=None): + if self._closed: + raise ValueError(f"Queue {self!r} is closed") + if block and timeout is None: + with self._rlock: + res = self._recv_bytes() + self._sem.release() + else: + if block: + deadline = getattr(time,'monotonic',time.time)() + timeout + if not self._rlock.acquire(block, timeout): + raise Empty + try: + if block: + timeout = deadline - getattr(time,'monotonic',time.time)() + if not self._poll(timeout): + raise Empty + elif not self._poll(): + raise Empty + res = self._recv_bytes() + self._sem.release() + finally: + self._rlock.release() + # unserialize the data after having released the lock + return _ForkingPickler.loads(res) + + def qsize(self): + # Raises NotImplementedError on Mac OSX because of broken sem_getvalue() + return self._maxsize - self._sem._semlock._get_value() + + def empty(self): + return not self._poll() + + def full(self): + return self._sem._semlock._is_zero() + + def get_nowait(self): + return self.get(False) + + def put_nowait(self, obj): + return self.put(obj, False) + + def close(self): + self._closed = True + close = self._close + if close: + self._close = None + close() + + def join_thread(self): + debug('Queue.join_thread()') + assert self._closed, "Queue {0!r} not closed".format(self) + if self._jointhread: + self._jointhread() + + def cancel_join_thread(self): + debug('Queue.cancel_join_thread()') + self._joincancelled = True + try: + self._jointhread.cancel() + except AttributeError: + pass + + def _start_thread(self): + debug('Queue._start_thread()') + + # Start thread which transfers data from buffer to pipe + self._buffer.clear() + self._thread = threading.Thread( + target=Queue._feed, + args=(self._buffer, self._notempty, self._send_bytes, + self._wlock, self._reader.close, self._writer.close, + self._ignore_epipe, self._on_queue_feeder_error, + self._sem), + name='QueueFeederThread' + ) + self._thread.daemon = True + + debug('doing self._thread.start()') + self._thread.start() + debug('... done self._thread.start()') + + if not self._joincancelled: + self._jointhread = Finalize( + self._thread, Queue._finalize_join, + [weakref.ref(self._thread)], + exitpriority=-5 + ) + + # Send sentinel to the thread queue object when garbage collected + self._close = Finalize( + self, Queue._finalize_close, + [self._buffer, self._notempty], + exitpriority=10 + ) + + @staticmethod + def _finalize_join(twr): + debug('joining queue thread') + thread = twr() + if thread is not None: + thread.join() + debug('... queue thread joined') + else: + debug('... queue thread already dead') + + @staticmethod + def _finalize_close(buffer, notempty): + debug('telling queue thread to quit') + with notempty: + buffer.append(_sentinel) + notempty.notify() + + @staticmethod + def _feed(buffer, notempty, send_bytes, writelock, reader_close, + writer_close, ignore_epipe, onerror, queue_sem): + debug('starting thread to feed data to pipe') + nacquire = notempty.acquire + nrelease = notempty.release + nwait = notempty.wait + bpopleft = buffer.popleft + sentinel = _sentinel + if sys.platform != 'win32': + wacquire = writelock.acquire + wrelease = writelock.release + else: + wacquire = None + + while 1: + try: + nacquire() + try: + if not buffer: + nwait() + finally: + nrelease() + try: + while 1: + obj = bpopleft() + if obj is sentinel: + debug('feeder thread got sentinel -- exiting') + reader_close() + writer_close() + return + + # serialize the data before acquiring the lock + obj = _ForkingPickler.dumps(obj) + if wacquire is None: + send_bytes(obj) + else: + wacquire() + try: + send_bytes(obj) + finally: + wrelease() + except IndexError: + pass + except Exception as e: + if ignore_epipe and getattr(e, 'errno', 0) == errno.EPIPE: + return + # Since this runs in a daemon thread the resources it uses + # may be become unusable while the process is cleaning up. + # We ignore errors which happen after the process has + # started to cleanup. + if is_exiting(): + info('error in queue thread: %s', e) + return + else: + # Since the object has not been sent in the queue, we need + # to decrease the size of the queue. The error acts as + # if the object had been silently removed from the queue + # and this step is necessary to have a properly working + # queue. + queue_sem.release() + onerror(e, obj) + + @staticmethod + def _on_queue_feeder_error(e, obj): + """ + Private API hook called when feeding data in the background thread + raises an exception. For overriding by concurrent.futures. + """ + import traceback + traceback.print_exc() + + +_sentinel = object() + +# +# A queue type which also supports join() and task_done() methods +# +# Note that if you do not call task_done() for each finished task then +# eventually the counter's semaphore may overflow causing Bad Things +# to happen. +# + +class JoinableQueue(Queue): + + def __init__(self, maxsize=0, *, ctx): + Queue.__init__(self, maxsize, ctx=ctx) + self._unfinished_tasks = ctx.Semaphore(0) + self._cond = ctx.Condition() + + def __getstate__(self): + return Queue.__getstate__(self) + (self._cond, self._unfinished_tasks) + + def __setstate__(self, state): + Queue.__setstate__(self, state[:-2]) + self._cond, self._unfinished_tasks = state[-2:] + + def put(self, obj, block=True, timeout=None): + if self._closed: + raise ValueError(f"Queue {self!r} is closed") + if not self._sem.acquire(block, timeout): + raise Full + + with self._notempty, self._cond: + if self._thread is None: + self._start_thread() + self._buffer.append(obj) + self._unfinished_tasks.release() + self._notempty.notify() + + def task_done(self): + with self._cond: + if not self._unfinished_tasks.acquire(False): + raise ValueError('task_done() called too many times') + if self._unfinished_tasks._semlock._is_zero(): + self._cond.notify_all() + + def join(self): + with self._cond: + if not self._unfinished_tasks._semlock._is_zero(): + self._cond.wait() + +# +# Simplified Queue type -- really just a locked pipe +# + +class SimpleQueue(object): + + def __init__(self, *, ctx): + self._reader, self._writer = connection.Pipe(duplex=False) + self._rlock = ctx.Lock() + self._poll = self._reader.poll + if sys.platform == 'win32': + self._wlock = None + else: + self._wlock = ctx.Lock() + + def close(self): + self._reader.close() + self._writer.close() + + def empty(self): + return not self._poll() + + def __getstate__(self): + context.assert_spawning(self) + return (self._reader, self._writer, self._rlock, self._wlock) + + def __setstate__(self, state): + (self._reader, self._writer, self._rlock, self._wlock) = state + self._poll = self._reader.poll + + def get(self): + with self._rlock: + res = self._reader.recv_bytes() + # unserialize the data after having released the lock + return _ForkingPickler.loads(res) + + def put(self, obj): + # serialize the data before acquiring the lock + obj = _ForkingPickler.dumps(obj) + if self._wlock is None: + # writes to a message oriented win32 pipe are atomic + self._writer.send_bytes(obj) + else: + with self._wlock: + self._writer.send_bytes(obj) + + __class_getitem__ = classmethod(types.GenericAlias) diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/reduction.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/reduction.py new file mode 100644 index 0000000000000000000000000000000000000000..39b132c5e17067a215184866a25654b70b7bea1f --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/reduction.py @@ -0,0 +1,284 @@ +# +# Module which deals with pickling of objects. +# +# multiprocessing/reduction.py +# +# Copyright (c) 2006-2008, R Oudkerk +# Licensed to PSF under a Contributor Agreement. +# + +from abc import ABCMeta +import copyreg +import functools +import io +import os +try: + import dill as pickle +except ImportError: + import pickle +import socket +import sys + +from . import context + +__all__ = ['send_handle', 'recv_handle', 'ForkingPickler', 'register', 'dump'] + + +HAVE_SEND_HANDLE = (sys.platform == 'win32' or + (hasattr(socket, 'CMSG_LEN') and + hasattr(socket, 'SCM_RIGHTS') and + hasattr(socket.socket, 'sendmsg'))) + +# +# Pickler subclass +# + +class ForkingPickler(pickle.Pickler): + '''Pickler subclass used by multiprocess.''' + _extra_reducers = {} + _copyreg_dispatch_table = copyreg.dispatch_table + + def __init__(self, *args, **kwds): + super().__init__(*args, **kwds) + self.dispatch_table = self._copyreg_dispatch_table.copy() + self.dispatch_table.update(self._extra_reducers) + + @classmethod + def register(cls, type, reduce): + '''Register a reduce function for a type.''' + cls._extra_reducers[type] = reduce + + @classmethod + def dumps(cls, obj, protocol=None, *args, **kwds): + buf = io.BytesIO() + cls(buf, protocol, *args, **kwds).dump(obj) + return buf.getbuffer() + + loads = pickle.loads + +register = ForkingPickler.register + +def dump(obj, file, protocol=None, *args, **kwds): + '''Replacement for pickle.dump() using ForkingPickler.''' + ForkingPickler(file, protocol, *args, **kwds).dump(obj) + +# +# Platform specific definitions +# + +if sys.platform == 'win32': + # Windows + __all__ += ['DupHandle', 'duplicate', 'steal_handle'] + import _winapi + + def duplicate(handle, target_process=None, inheritable=False, + *, source_process=None): + '''Duplicate a handle. (target_process is a handle not a pid!)''' + current_process = _winapi.GetCurrentProcess() + if source_process is None: + source_process = current_process + if target_process is None: + target_process = current_process + return _winapi.DuplicateHandle( + source_process, handle, target_process, + 0, inheritable, _winapi.DUPLICATE_SAME_ACCESS) + + def steal_handle(source_pid, handle): + '''Steal a handle from process identified by source_pid.''' + source_process_handle = _winapi.OpenProcess( + _winapi.PROCESS_DUP_HANDLE, False, source_pid) + try: + return _winapi.DuplicateHandle( + source_process_handle, handle, + _winapi.GetCurrentProcess(), 0, False, + _winapi.DUPLICATE_SAME_ACCESS | _winapi.DUPLICATE_CLOSE_SOURCE) + finally: + _winapi.CloseHandle(source_process_handle) + + def send_handle(conn, handle, destination_pid): + '''Send a handle over a local connection.''' + dh = DupHandle(handle, _winapi.DUPLICATE_SAME_ACCESS, destination_pid) + conn.send(dh) + + def recv_handle(conn): + '''Receive a handle over a local connection.''' + return conn.recv().detach() + + class DupHandle(object): + '''Picklable wrapper for a handle.''' + def __init__(self, handle, access, pid=None): + if pid is None: + # We just duplicate the handle in the current process and + # let the receiving process steal the handle. + pid = os.getpid() + proc = _winapi.OpenProcess(_winapi.PROCESS_DUP_HANDLE, False, pid) + try: + self._handle = _winapi.DuplicateHandle( + _winapi.GetCurrentProcess(), + handle, proc, access, False, 0) + finally: + _winapi.CloseHandle(proc) + self._access = access + self._pid = pid + + def detach(self): + '''Get the handle. This should only be called once.''' + # retrieve handle from process which currently owns it + if self._pid == os.getpid(): + # The handle has already been duplicated for this process. + return self._handle + # We must steal the handle from the process whose pid is self._pid. + proc = _winapi.OpenProcess(_winapi.PROCESS_DUP_HANDLE, False, + self._pid) + try: + return _winapi.DuplicateHandle( + proc, self._handle, _winapi.GetCurrentProcess(), + self._access, False, _winapi.DUPLICATE_CLOSE_SOURCE) + finally: + _winapi.CloseHandle(proc) + +else: + # Unix + __all__ += ['DupFd', 'sendfds', 'recvfds'] + import array + + # On MacOSX we should acknowledge receipt of fds -- see Issue14669 + ACKNOWLEDGE = sys.platform == 'darwin' + + def sendfds(sock, fds): + '''Send an array of fds over an AF_UNIX socket.''' + fds = array.array('i', fds) + msg = bytes([len(fds) % 256]) + sock.sendmsg([msg], [(socket.SOL_SOCKET, socket.SCM_RIGHTS, fds)]) + if ACKNOWLEDGE and sock.recv(1) != b'A': + raise RuntimeError('did not receive acknowledgement of fd') + + def recvfds(sock, size): + '''Receive an array of fds over an AF_UNIX socket.''' + a = array.array('i') + bytes_size = a.itemsize * size + msg, ancdata, flags, addr = sock.recvmsg(1, socket.CMSG_SPACE(bytes_size)) + if not msg and not ancdata: + raise EOFError + try: + if ACKNOWLEDGE: + sock.send(b'A') + if len(ancdata) != 1: + raise RuntimeError('received %d items of ancdata' % + len(ancdata)) + cmsg_level, cmsg_type, cmsg_data = ancdata[0] + if (cmsg_level == socket.SOL_SOCKET and + cmsg_type == socket.SCM_RIGHTS): + if len(cmsg_data) % a.itemsize != 0: + raise ValueError + a.frombytes(cmsg_data) + if len(a) % 256 != msg[0]: + raise AssertionError( + "Len is {0:n} but msg[0] is {1!r}".format( + len(a), msg[0])) + return list(a) + except (ValueError, IndexError): + pass + raise RuntimeError('Invalid data received') + + def send_handle(conn, handle, destination_pid): + '''Send a handle over a local connection.''' + with socket.fromfd(conn.fileno(), socket.AF_UNIX, socket.SOCK_STREAM) as s: + sendfds(s, [handle]) + + def recv_handle(conn): + '''Receive a handle over a local connection.''' + with socket.fromfd(conn.fileno(), socket.AF_UNIX, socket.SOCK_STREAM) as s: + return recvfds(s, 1)[0] + + def DupFd(fd): + '''Return a wrapper for an fd.''' + popen_obj = context.get_spawning_popen() + if popen_obj is not None: + return popen_obj.DupFd(popen_obj.duplicate_for_child(fd)) + elif HAVE_SEND_HANDLE: + from . import resource_sharer + return resource_sharer.DupFd(fd) + else: + raise ValueError('SCM_RIGHTS appears not to be available') + +# +# Try making some callable types picklable +# + +def _reduce_method(m): + if m.__self__ is None: + return getattr, (m.__class__, m.__func__.__name__) + else: + return getattr, (m.__self__, m.__func__.__name__) +class _C: + def f(self): + pass +register(type(_C().f), _reduce_method) + + +def _reduce_method_descriptor(m): + return getattr, (m.__objclass__, m.__name__) +register(type(list.append), _reduce_method_descriptor) +register(type(int.__add__), _reduce_method_descriptor) + + +def _reduce_partial(p): + return _rebuild_partial, (p.func, p.args, p.keywords or {}) +def _rebuild_partial(func, args, keywords): + return functools.partial(func, *args, **keywords) +register(functools.partial, _reduce_partial) + +# +# Make sockets picklable +# + +if sys.platform == 'win32': + def _reduce_socket(s): + from .resource_sharer import DupSocket + return _rebuild_socket, (DupSocket(s),) + def _rebuild_socket(ds): + return ds.detach() + register(socket.socket, _reduce_socket) + +else: + def _reduce_socket(s): + df = DupFd(s.fileno()) + return _rebuild_socket, (df, s.family, s.type, s.proto) + def _rebuild_socket(df, family, type, proto): + fd = df.detach() + return socket.socket(family, type, proto, fileno=fd) + register(socket.socket, _reduce_socket) + + +class AbstractReducer(metaclass=ABCMeta): + '''Abstract base class for use in implementing a Reduction class + suitable for use in replacing the standard reduction mechanism + used in multiprocess.''' + ForkingPickler = ForkingPickler + register = register + dump = dump + send_handle = send_handle + recv_handle = recv_handle + + if sys.platform == 'win32': + steal_handle = steal_handle + duplicate = duplicate + DupHandle = DupHandle + else: + sendfds = sendfds + recvfds = recvfds + DupFd = DupFd + + _reduce_method = _reduce_method + _reduce_method_descriptor = _reduce_method_descriptor + _rebuild_partial = _rebuild_partial + _reduce_socket = _reduce_socket + _rebuild_socket = _rebuild_socket + + def __init__(self, *args): + register(type(_C().f), _reduce_method) + register(type(list.append), _reduce_method_descriptor) + register(type(int.__add__), _reduce_method_descriptor) + register(functools.partial, _reduce_partial) + register(socket.socket, _reduce_socket) diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/resource_sharer.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/resource_sharer.py new file mode 100644 index 0000000000000000000000000000000000000000..66076509a1202e7a1b4d8a481f64621a4bfbbf3e --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/resource_sharer.py @@ -0,0 +1,154 @@ +# +# We use a background thread for sharing fds on Unix, and for sharing sockets on +# Windows. +# +# A client which wants to pickle a resource registers it with the resource +# sharer and gets an identifier in return. The unpickling process will connect +# to the resource sharer, sends the identifier and its pid, and then receives +# the resource. +# + +import os +import signal +import socket +import sys +import threading + +from . import process +from .context import reduction +from . import util + +__all__ = ['stop'] + + +if sys.platform == 'win32': + __all__ += ['DupSocket'] + + class DupSocket(object): + '''Picklable wrapper for a socket.''' + def __init__(self, sock): + new_sock = sock.dup() + def send(conn, pid): + share = new_sock.share(pid) + conn.send_bytes(share) + self._id = _resource_sharer.register(send, new_sock.close) + + def detach(self): + '''Get the socket. This should only be called once.''' + with _resource_sharer.get_connection(self._id) as conn: + share = conn.recv_bytes() + return socket.fromshare(share) + +else: + __all__ += ['DupFd'] + + class DupFd(object): + '''Wrapper for fd which can be used at any time.''' + def __init__(self, fd): + new_fd = os.dup(fd) + def send(conn, pid): + reduction.send_handle(conn, new_fd, pid) + def close(): + os.close(new_fd) + self._id = _resource_sharer.register(send, close) + + def detach(self): + '''Get the fd. This should only be called once.''' + with _resource_sharer.get_connection(self._id) as conn: + return reduction.recv_handle(conn) + + +class _ResourceSharer(object): + '''Manager for resources using background thread.''' + def __init__(self): + self._key = 0 + self._cache = {} + self._lock = threading.Lock() + self._listener = None + self._address = None + self._thread = None + util.register_after_fork(self, _ResourceSharer._afterfork) + + def register(self, send, close): + '''Register resource, returning an identifier.''' + with self._lock: + if self._address is None: + self._start() + self._key += 1 + self._cache[self._key] = (send, close) + return (self._address, self._key) + + @staticmethod + def get_connection(ident): + '''Return connection from which to receive identified resource.''' + from .connection import Client + address, key = ident + c = Client(address, authkey=process.current_process().authkey) + c.send((key, os.getpid())) + return c + + def stop(self, timeout=None): + '''Stop the background thread and clear registered resources.''' + from .connection import Client + with self._lock: + if self._address is not None: + c = Client(self._address, + authkey=process.current_process().authkey) + c.send(None) + c.close() + self._thread.join(timeout) + if self._thread.is_alive(): + util.sub_warning('_ResourceSharer thread did ' + 'not stop when asked') + self._listener.close() + self._thread = None + self._address = None + self._listener = None + for key, (send, close) in self._cache.items(): + close() + self._cache.clear() + + def _afterfork(self): + for key, (send, close) in self._cache.items(): + close() + self._cache.clear() + self._lock._at_fork_reinit() + if self._listener is not None: + self._listener.close() + self._listener = None + self._address = None + self._thread = None + + def _start(self): + from .connection import Listener + assert self._listener is None, "Already have Listener" + util.debug('starting listener and thread for sending handles') + self._listener = Listener(authkey=process.current_process().authkey) + self._address = self._listener.address + t = threading.Thread(target=self._serve) + t.daemon = True + t.start() + self._thread = t + + def _serve(self): + if hasattr(signal, 'pthread_sigmask'): + signal.pthread_sigmask(signal.SIG_BLOCK, signal.valid_signals()) + while 1: + try: + with self._listener.accept() as conn: + msg = conn.recv() + if msg is None: + break + key, destination_pid = msg + send, close = self._cache.pop(key) + try: + send(conn, destination_pid) + finally: + close() + except: + if not util.is_exiting(): + sys.excepthook(*sys.exc_info()) + + +_resource_sharer = _ResourceSharer() +stop = _resource_sharer.stop diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/resource_tracker.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/resource_tracker.py new file mode 100644 index 0000000000000000000000000000000000000000..983e57e0f5ba1da0525f1757265b6f8f418afeb9 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/resource_tracker.py @@ -0,0 +1,242 @@ +############################################################################### +# Server process to keep track of unlinked resources (like shared memory +# segments, semaphores etc.) and clean them. +# +# On Unix we run a server process which keeps track of unlinked +# resources. The server ignores SIGINT and SIGTERM and reads from a +# pipe. Every other process of the program has a copy of the writable +# end of the pipe, so we get EOF when all other processes have exited. +# Then the server process unlinks any remaining resource names. +# +# This is important because there may be system limits for such resources: for +# instance, the system only supports a limited number of named semaphores, and +# shared-memory segments live in the RAM. If a python process leaks such a +# resource, this resource will not be removed till the next reboot. Without +# this resource tracker process, "killall python" would probably leave unlinked +# resources. + +import os +import signal +import sys +import threading +import warnings + +from . import spawn +from . import util + +__all__ = ['ensure_running', 'register', 'unregister'] + +_HAVE_SIGMASK = hasattr(signal, 'pthread_sigmask') +_IGNORED_SIGNALS = (signal.SIGINT, signal.SIGTERM) + +_CLEANUP_FUNCS = { + 'noop': lambda: None, +} + +if os.name == 'posix': + try: + import _multiprocess as _multiprocessing + except ImportError: + import _multiprocessing + import _posixshmem + + # Use sem_unlink() to clean up named semaphores. + # + # sem_unlink() may be missing if the Python build process detected the + # absence of POSIX named semaphores. In that case, no named semaphores were + # ever opened, so no cleanup would be necessary. + if hasattr(_multiprocessing, 'sem_unlink'): + _CLEANUP_FUNCS.update({ + 'semaphore': _multiprocessing.sem_unlink, + }) + _CLEANUP_FUNCS.update({ + 'shared_memory': _posixshmem.shm_unlink, + }) + + +class ResourceTracker(object): + + def __init__(self): + self._lock = threading.Lock() + self._fd = None + self._pid = None + + def _stop(self): + with self._lock: + if self._fd is None: + # not running + return + + # closing the "alive" file descriptor stops main() + os.close(self._fd) + self._fd = None + + os.waitpid(self._pid, 0) + self._pid = None + + def getfd(self): + self.ensure_running() + return self._fd + + def ensure_running(self): + '''Make sure that resource tracker process is running. + + This can be run from any process. Usually a child process will use + the resource created by its parent.''' + with self._lock: + if self._fd is not None: + # resource tracker was launched before, is it still running? + if self._check_alive(): + # => still alive + return + # => dead, launch it again + os.close(self._fd) + + # Clean-up to avoid dangling processes. + try: + # _pid can be None if this process is a child from another + # python process, which has started the resource_tracker. + if self._pid is not None: + os.waitpid(self._pid, 0) + except ChildProcessError: + # The resource_tracker has already been terminated. + pass + self._fd = None + self._pid = None + + warnings.warn('resource_tracker: process died unexpectedly, ' + 'relaunching. Some resources might leak.') + + fds_to_pass = [] + try: + fds_to_pass.append(sys.stderr.fileno()) + except Exception: + pass + cmd = 'from multiprocess.resource_tracker import main;main(%d)' + r, w = os.pipe() + try: + fds_to_pass.append(r) + # process will out live us, so no need to wait on pid + exe = spawn.get_executable() + args = [exe] + util._args_from_interpreter_flags() + args += ['-c', cmd % r] + # bpo-33613: Register a signal mask that will block the signals. + # This signal mask will be inherited by the child that is going + # to be spawned and will protect the child from a race condition + # that can make the child die before it registers signal handlers + # for SIGINT and SIGTERM. The mask is unregistered after spawning + # the child. + try: + if _HAVE_SIGMASK: + signal.pthread_sigmask(signal.SIG_BLOCK, _IGNORED_SIGNALS) + pid = util.spawnv_passfds(exe, args, fds_to_pass) + finally: + if _HAVE_SIGMASK: + signal.pthread_sigmask(signal.SIG_UNBLOCK, _IGNORED_SIGNALS) + except: + os.close(w) + raise + else: + self._fd = w + self._pid = pid + finally: + os.close(r) + + def _check_alive(self): + '''Check that the pipe has not been closed by sending a probe.''' + try: + # We cannot use send here as it calls ensure_running, creating + # a cycle. + os.write(self._fd, b'PROBE:0:noop\n') + except OSError: + return False + else: + return True + + def register(self, name, rtype): + '''Register name of resource with resource tracker.''' + self._send('REGISTER', name, rtype) + + def unregister(self, name, rtype): + '''Unregister name of resource with resource tracker.''' + self._send('UNREGISTER', name, rtype) + + def _send(self, cmd, name, rtype): + self.ensure_running() + msg = '{0}:{1}:{2}\n'.format(cmd, name, rtype).encode('ascii') + if len(msg) > 512: + # posix guarantees that writes to a pipe of less than PIPE_BUF + # bytes are atomic, and that PIPE_BUF >= 512 + raise ValueError('msg too long') + nbytes = os.write(self._fd, msg) + assert nbytes == len(msg), "nbytes {0:n} but len(msg) {1:n}".format( + nbytes, len(msg)) + + +_resource_tracker = ResourceTracker() +ensure_running = _resource_tracker.ensure_running +register = _resource_tracker.register +unregister = _resource_tracker.unregister +getfd = _resource_tracker.getfd + +def main(fd): + '''Run resource tracker.''' + # protect the process from ^C and "killall python" etc + signal.signal(signal.SIGINT, signal.SIG_IGN) + signal.signal(signal.SIGTERM, signal.SIG_IGN) + if _HAVE_SIGMASK: + signal.pthread_sigmask(signal.SIG_UNBLOCK, _IGNORED_SIGNALS) + + for f in (sys.stdin, sys.stdout): + try: + f.close() + except Exception: + pass + + cache = {rtype: set() for rtype in _CLEANUP_FUNCS.keys()} + try: + # keep track of registered/unregistered resources + with open(fd, 'rb') as f: + for line in f: + try: + cmd, name, rtype = line.strip().decode('ascii').split(':') + cleanup_func = _CLEANUP_FUNCS.get(rtype, None) + if cleanup_func is None: + raise ValueError( + f'Cannot register {name} for automatic cleanup: ' + f'unknown resource type {rtype}') + + if cmd == 'REGISTER': + cache[rtype].add(name) + elif cmd == 'UNREGISTER': + cache[rtype].remove(name) + elif cmd == 'PROBE': + pass + else: + raise RuntimeError('unrecognized command %r' % cmd) + except Exception: + try: + sys.excepthook(*sys.exc_info()) + except: + pass + finally: + # all processes have terminated; cleanup any remaining resources + for rtype, rtype_cache in cache.items(): + if rtype_cache: + try: + warnings.warn('resource_tracker: There appear to be %d ' + 'leaked %s objects to clean up at shutdown' % + (len(rtype_cache), rtype)) + except Exception: + pass + for name in rtype_cache: + # For some reason the process which created and registered this + # resource has failed to unregister it. Presumably it has + # died. We therefore unlink it. + try: + try: + _CLEANUP_FUNCS[rtype](name) + except Exception as e: + warnings.warn('resource_tracker: %r: %s' % (name, e)) + finally: + pass diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/sharedctypes.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/sharedctypes.py new file mode 100644 index 0000000000000000000000000000000000000000..6071707027bea46dccfc4d92fb3195060faf07ce --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/sharedctypes.py @@ -0,0 +1,240 @@ +# +# Module which supports allocation of ctypes objects from shared memory +# +# multiprocessing/sharedctypes.py +# +# Copyright (c) 2006-2008, R Oudkerk +# Licensed to PSF under a Contributor Agreement. +# + +import ctypes +import weakref + +from . import heap +from . import get_context + +from .context import reduction, assert_spawning +_ForkingPickler = reduction.ForkingPickler + +__all__ = ['RawValue', 'RawArray', 'Value', 'Array', 'copy', 'synchronized'] + +# +# +# + +typecode_to_type = { + 'c': ctypes.c_char, 'u': ctypes.c_wchar, + 'b': ctypes.c_byte, 'B': ctypes.c_ubyte, + 'h': ctypes.c_short, 'H': ctypes.c_ushort, + 'i': ctypes.c_int, 'I': ctypes.c_uint, + 'l': ctypes.c_long, 'L': ctypes.c_ulong, + 'q': ctypes.c_longlong, 'Q': ctypes.c_ulonglong, + 'f': ctypes.c_float, 'd': ctypes.c_double + } + +# +# +# + +def _new_value(type_): + size = ctypes.sizeof(type_) + wrapper = heap.BufferWrapper(size) + return rebuild_ctype(type_, wrapper, None) + +def RawValue(typecode_or_type, *args): + ''' + Returns a ctypes object allocated from shared memory + ''' + type_ = typecode_to_type.get(typecode_or_type, typecode_or_type) + obj = _new_value(type_) + ctypes.memset(ctypes.addressof(obj), 0, ctypes.sizeof(obj)) + obj.__init__(*args) + return obj + +def RawArray(typecode_or_type, size_or_initializer): + ''' + Returns a ctypes array allocated from shared memory + ''' + type_ = typecode_to_type.get(typecode_or_type, typecode_or_type) + if isinstance(size_or_initializer, int): + type_ = type_ * size_or_initializer + obj = _new_value(type_) + ctypes.memset(ctypes.addressof(obj), 0, ctypes.sizeof(obj)) + return obj + else: + type_ = type_ * len(size_or_initializer) + result = _new_value(type_) + result.__init__(*size_or_initializer) + return result + +def Value(typecode_or_type, *args, lock=True, ctx=None): + ''' + Return a synchronization wrapper for a Value + ''' + obj = RawValue(typecode_or_type, *args) + if lock is False: + return obj + if lock in (True, None): + ctx = ctx or get_context() + lock = ctx.RLock() + if not hasattr(lock, 'acquire'): + raise AttributeError("%r has no method 'acquire'" % lock) + return synchronized(obj, lock, ctx=ctx) + +def Array(typecode_or_type, size_or_initializer, *, lock=True, ctx=None): + ''' + Return a synchronization wrapper for a RawArray + ''' + obj = RawArray(typecode_or_type, size_or_initializer) + if lock is False: + return obj + if lock in (True, None): + ctx = ctx or get_context() + lock = ctx.RLock() + if not hasattr(lock, 'acquire'): + raise AttributeError("%r has no method 'acquire'" % lock) + return synchronized(obj, lock, ctx=ctx) + +def copy(obj): + new_obj = _new_value(type(obj)) + ctypes.pointer(new_obj)[0] = obj + return new_obj + +def synchronized(obj, lock=None, ctx=None): + assert not isinstance(obj, SynchronizedBase), 'object already synchronized' + ctx = ctx or get_context() + + if isinstance(obj, ctypes._SimpleCData): + return Synchronized(obj, lock, ctx) + elif isinstance(obj, ctypes.Array): + if obj._type_ is ctypes.c_char: + return SynchronizedString(obj, lock, ctx) + return SynchronizedArray(obj, lock, ctx) + else: + cls = type(obj) + try: + scls = class_cache[cls] + except KeyError: + names = [field[0] for field in cls._fields_] + d = {name: make_property(name) for name in names} + classname = 'Synchronized' + cls.__name__ + scls = class_cache[cls] = type(classname, (SynchronizedBase,), d) + return scls(obj, lock, ctx) + +# +# Functions for pickling/unpickling +# + +def reduce_ctype(obj): + assert_spawning(obj) + if isinstance(obj, ctypes.Array): + return rebuild_ctype, (obj._type_, obj._wrapper, obj._length_) + else: + return rebuild_ctype, (type(obj), obj._wrapper, None) + +def rebuild_ctype(type_, wrapper, length): + if length is not None: + type_ = type_ * length + _ForkingPickler.register(type_, reduce_ctype) + buf = wrapper.create_memoryview() + obj = type_.from_buffer(buf) + obj._wrapper = wrapper + return obj + +# +# Function to create properties +# + +def make_property(name): + try: + return prop_cache[name] + except KeyError: + d = {} + exec(template % ((name,)*7), d) + prop_cache[name] = d[name] + return d[name] + +template = ''' +def get%s(self): + self.acquire() + try: + return self._obj.%s + finally: + self.release() +def set%s(self, value): + self.acquire() + try: + self._obj.%s = value + finally: + self.release() +%s = property(get%s, set%s) +''' + +prop_cache = {} +class_cache = weakref.WeakKeyDictionary() + +# +# Synchronized wrappers +# + +class SynchronizedBase(object): + + def __init__(self, obj, lock=None, ctx=None): + self._obj = obj + if lock: + self._lock = lock + else: + ctx = ctx or get_context(force=True) + self._lock = ctx.RLock() + self.acquire = self._lock.acquire + self.release = self._lock.release + + def __enter__(self): + return self._lock.__enter__() + + def __exit__(self, *args): + return self._lock.__exit__(*args) + + def __reduce__(self): + assert_spawning(self) + return synchronized, (self._obj, self._lock) + + def get_obj(self): + return self._obj + + def get_lock(self): + return self._lock + + def __repr__(self): + return '<%s wrapper for %s>' % (type(self).__name__, self._obj) + + +class Synchronized(SynchronizedBase): + value = make_property('value') + + +class SynchronizedArray(SynchronizedBase): + + def __len__(self): + return len(self._obj) + + def __getitem__(self, i): + with self: + return self._obj[i] + + def __setitem__(self, i, value): + with self: + self._obj[i] = value + + def __getslice__(self, start, stop): + with self: + return self._obj[start:stop] + + def __setslice__(self, start, stop, values): + with self: + self._obj[start:stop] = values + + +class SynchronizedString(SynchronizedArray): + value = make_property('value') + raw = make_property('raw') diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/spawn.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/spawn.py new file mode 100644 index 0000000000000000000000000000000000000000..2c0283d80c7799a09e83b363e3f956ebbb665e42 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/spawn.py @@ -0,0 +1,297 @@ +# +# Code used to start processes when using the spawn or forkserver +# start methods. +# +# multiprocessing/spawn.py +# +# Copyright (c) 2006-2008, R Oudkerk +# Licensed to PSF under a Contributor Agreement. +# + +import os +import sys +import runpy +import types + +from . import get_start_method, set_start_method +from . import process +from .context import reduction +from . import util + +__all__ = ['_main', 'freeze_support', 'set_executable', 'get_executable', + 'get_preparation_data', 'get_command_line', 'import_main_path'] + +# +# _python_exe is the assumed path to the python executable. +# People embedding Python want to modify it. +# + +if sys.platform != 'win32': + WINEXE = False + WINSERVICE = False +else: + WINEXE = getattr(sys, 'frozen', False) + WINSERVICE = sys.executable.lower().endswith("pythonservice.exe") + +if WINSERVICE: + _python_exe = os.path.join(sys.exec_prefix, 'python.exe') +else: + _python_exe = sys.executable + +def set_executable(exe): + global _python_exe + _python_exe = exe + +def get_executable(): + return _python_exe + +# +# +# + +def is_forking(argv): + ''' + Return whether commandline indicates we are forking + ''' + if len(argv) >= 2 and argv[1] == '--multiprocessing-fork': + return True + else: + return False + + +def freeze_support(): + ''' + Run code for process object if this in not the main process + ''' + if is_forking(sys.argv): + kwds = {} + for arg in sys.argv[2:]: + name, value = arg.split('=') + if value == 'None': + kwds[name] = None + else: + kwds[name] = int(value) + spawn_main(**kwds) + sys.exit() + + +def get_command_line(**kwds): + ''' + Returns prefix of command line used for spawning a child process + ''' + if getattr(sys, 'frozen', False): + return ([sys.executable, '--multiprocessing-fork'] + + ['%s=%r' % item for item in kwds.items()]) + else: + prog = 'from multiprocess.spawn import spawn_main; spawn_main(%s)' + prog %= ', '.join('%s=%r' % item for item in kwds.items()) + opts = util._args_from_interpreter_flags() + return [_python_exe] + opts + ['-c', prog, '--multiprocessing-fork'] + + +def spawn_main(pipe_handle, parent_pid=None, tracker_fd=None): + ''' + Run code specified by data received over pipe + ''' + assert is_forking(sys.argv), "Not forking" + if sys.platform == 'win32': + import msvcrt + import _winapi + + if parent_pid is not None: + source_process = _winapi.OpenProcess( + _winapi.SYNCHRONIZE | _winapi.PROCESS_DUP_HANDLE, + False, parent_pid) + else: + source_process = None + new_handle = reduction.duplicate(pipe_handle, + source_process=source_process) + fd = msvcrt.open_osfhandle(new_handle, os.O_RDONLY) + parent_sentinel = source_process + else: + from . import resource_tracker + resource_tracker._resource_tracker._fd = tracker_fd + fd = pipe_handle + parent_sentinel = os.dup(pipe_handle) + exitcode = _main(fd, parent_sentinel) + sys.exit(exitcode) + + +def _main(fd, parent_sentinel): + with os.fdopen(fd, 'rb', closefd=True) as from_parent: + process.current_process()._inheriting = True + try: + preparation_data = reduction.pickle.load(from_parent) + prepare(preparation_data) + self = reduction.pickle.load(from_parent) + finally: + del process.current_process()._inheriting + return self._bootstrap(parent_sentinel) + + +def _check_not_importing_main(): + if getattr(process.current_process(), '_inheriting', False): + raise RuntimeError(''' + An attempt has been made to start a new process before the + current process has finished its bootstrapping phase. + + This probably means that you are not using fork to start your + child processes and you have forgotten to use the proper idiom + in the main module: + + if __name__ == '__main__': + freeze_support() + ... + + The "freeze_support()" line can be omitted if the program + is not going to be frozen to produce an executable.''') + + +def get_preparation_data(name): + ''' + Return info about parent needed by child to unpickle process object + ''' + _check_not_importing_main() + d = dict( + log_to_stderr=util._log_to_stderr, + authkey=process.current_process().authkey, + ) + + if util._logger is not None: + d['log_level'] = util._logger.getEffectiveLevel() + + sys_path=sys.path.copy() + try: + i = sys_path.index('') + except ValueError: + pass + else: + sys_path[i] = process.ORIGINAL_DIR + + d.update( + name=name, + sys_path=sys_path, + sys_argv=sys.argv, + orig_dir=process.ORIGINAL_DIR, + dir=os.getcwd(), + start_method=get_start_method(), + ) + + # Figure out whether to initialise main in the subprocess as a module + # or through direct execution (or to leave it alone entirely) + main_module = sys.modules['__main__'] + main_mod_name = getattr(main_module.__spec__, "name", None) + if main_mod_name is not None: + d['init_main_from_name'] = main_mod_name + elif sys.platform != 'win32' or (not WINEXE and not WINSERVICE): + main_path = getattr(main_module, '__file__', None) + if main_path is not None: + if (not os.path.isabs(main_path) and + process.ORIGINAL_DIR is not None): + main_path = os.path.join(process.ORIGINAL_DIR, main_path) + d['init_main_from_path'] = os.path.normpath(main_path) + + return d + +# +# Prepare current process +# + +old_main_modules = [] + +def prepare(data): + ''' + Try to get current process ready to unpickle process object + ''' + if 'name' in data: + process.current_process().name = data['name'] + + if 'authkey' in data: + process.current_process().authkey = data['authkey'] + + if 'log_to_stderr' in data and data['log_to_stderr']: + util.log_to_stderr() + + if 'log_level' in data: + util.get_logger().setLevel(data['log_level']) + + if 'sys_path' in data: + sys.path = data['sys_path'] + + if 'sys_argv' in data: + sys.argv = data['sys_argv'] + + if 'dir' in data: + os.chdir(data['dir']) + + if 'orig_dir' in data: + process.ORIGINAL_DIR = data['orig_dir'] + + if 'start_method' in data: + set_start_method(data['start_method'], force=True) + + if 'init_main_from_name' in data: + _fixup_main_from_name(data['init_main_from_name']) + elif 'init_main_from_path' in data: + _fixup_main_from_path(data['init_main_from_path']) + +# Multiprocessing module helpers to fix up the main module in +# spawned subprocesses +def _fixup_main_from_name(mod_name): + # __main__.py files for packages, directories, zip archives, etc, run + # their "main only" code unconditionally, so we don't even try to + # populate anything in __main__, nor do we make any changes to + # __main__ attributes + current_main = sys.modules['__main__'] + if mod_name == "__main__" or mod_name.endswith(".__main__"): + return + + # If this process was forked, __main__ may already be populated + if getattr(current_main.__spec__, "name", None) == mod_name: + return + + # Otherwise, __main__ may contain some non-main code where we need to + # support unpickling it properly. We rerun it as __mp_main__ and make + # the normal __main__ an alias to that + old_main_modules.append(current_main) + main_module = types.ModuleType("__mp_main__") + main_content = runpy.run_module(mod_name, + run_name="__mp_main__", + alter_sys=True) + main_module.__dict__.update(main_content) + sys.modules['__main__'] = sys.modules['__mp_main__'] = main_module + + +def _fixup_main_from_path(main_path): + # If this process was forked, __main__ may already be populated + current_main = sys.modules['__main__'] + + # Unfortunately, the main ipython launch script historically had no + # "if __name__ == '__main__'" guard, so we work around that + # by treating it like a __main__.py file + # See https://github.com/ipython/ipython/issues/4698 + main_name = os.path.splitext(os.path.basename(main_path))[0] + if main_name == 'ipython': + return + + # Otherwise, if __file__ already has the setting we expect, + # there's nothing more to do + if getattr(current_main, '__file__', None) == main_path: + return + + # If the parent process has sent a path through rather than a module + # name we assume it is an executable script that may contain + # non-main code that needs to be executed + old_main_modules.append(current_main) + main_module = types.ModuleType("__mp_main__") + main_content = runpy.run_path(main_path, + run_name="__mp_main__") + main_module.__dict__.update(main_content) + sys.modules['__main__'] = sys.modules['__mp_main__'] = main_module + + +def import_main_path(main_path): + ''' + Set sys.modules['__main__'] to module at main_path + ''' + _fixup_main_from_path(main_path) diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/synchronize.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/synchronize.py new file mode 100644 index 0000000000000000000000000000000000000000..3d1c6c580ef46fb91954b6c9c15137ae0a2caa1a --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/synchronize.py @@ -0,0 +1,400 @@ +# +# Module implementing synchronization primitives +# +# multiprocessing/synchronize.py +# +# Copyright (c) 2006-2008, R Oudkerk +# Licensed to PSF under a Contributor Agreement. +# + +__all__ = [ + 'Lock', 'RLock', 'Semaphore', 'BoundedSemaphore', 'Condition', 'Event' + ] + +import threading +import sys +import tempfile +try: + import _multiprocess as _multiprocessing +except ImportError: + import _multiprocessing +import time + +from . import context +from . import process +from . import util + +# Try to import the mp.synchronize module cleanly, if it fails +# raise ImportError for platforms lacking a working sem_open implementation. +# See issue 3770 +try: + from _multiprocess import SemLock, sem_unlink +except ImportError: + try: + from _multiprocessing import SemLock, sem_unlink + except (ImportError): + raise ImportError("This platform lacks a functioning sem_open" + + " implementation, therefore, the required" + + " synchronization primitives needed will not" + + " function, see issue 3770.") + +# +# Constants +# + +RECURSIVE_MUTEX, SEMAPHORE = list(range(2)) +SEM_VALUE_MAX = _multiprocessing.SemLock.SEM_VALUE_MAX + +# +# Base class for semaphores and mutexes; wraps `_multiprocessing.SemLock` +# + +class SemLock(object): + + _rand = tempfile._RandomNameSequence() + + def __init__(self, kind, value, maxvalue, *, ctx): + if ctx is None: + ctx = context._default_context.get_context() + name = ctx.get_start_method() + unlink_now = sys.platform == 'win32' or name == 'fork' + for i in range(100): + try: + sl = self._semlock = _multiprocessing.SemLock( + kind, value, maxvalue, self._make_name(), + unlink_now) + except FileExistsError: + pass + else: + break + else: + raise FileExistsError('cannot find name for semaphore') + + util.debug('created semlock with handle %s' % sl.handle) + self._make_methods() + + if sys.platform != 'win32': + def _after_fork(obj): + obj._semlock._after_fork() + util.register_after_fork(self, _after_fork) + + if self._semlock.name is not None: + # We only get here if we are on Unix with forking + # disabled. When the object is garbage collected or the + # process shuts down we unlink the semaphore name + from .resource_tracker import register + register(self._semlock.name, "semaphore") + util.Finalize(self, SemLock._cleanup, (self._semlock.name,), + exitpriority=0) + + @staticmethod + def _cleanup(name): + from .resource_tracker import unregister + sem_unlink(name) + unregister(name, "semaphore") + + def _make_methods(self): + self.acquire = self._semlock.acquire + self.release = self._semlock.release + + def __enter__(self): + return self._semlock.__enter__() + + def __exit__(self, *args): + return self._semlock.__exit__(*args) + + def __getstate__(self): + context.assert_spawning(self) + sl = self._semlock + if sys.platform == 'win32': + h = context.get_spawning_popen().duplicate_for_child(sl.handle) + else: + h = sl.handle + return (h, sl.kind, sl.maxvalue, sl.name) + + def __setstate__(self, state): + self._semlock = _multiprocessing.SemLock._rebuild(*state) + util.debug('recreated blocker with handle %r' % state[0]) + self._make_methods() + + @staticmethod + def _make_name(): + return '%s-%s' % (process.current_process()._config['semprefix'], + next(SemLock._rand)) + +# +# Semaphore +# + +class Semaphore(SemLock): + + def __init__(self, value=1, *, ctx): + SemLock.__init__(self, SEMAPHORE, value, SEM_VALUE_MAX, ctx=ctx) + + def get_value(self): + return self._semlock._get_value() + + def __repr__(self): + try: + value = self._semlock._get_value() + except Exception: + value = 'unknown' + return '<%s(value=%s)>' % (self.__class__.__name__, value) + +# +# Bounded semaphore +# + +class BoundedSemaphore(Semaphore): + + def __init__(self, value=1, *, ctx): + SemLock.__init__(self, SEMAPHORE, value, value, ctx=ctx) + + def __repr__(self): + try: + value = self._semlock._get_value() + except Exception: + value = 'unknown' + return '<%s(value=%s, maxvalue=%s)>' % \ + (self.__class__.__name__, value, self._semlock.maxvalue) + +# +# Non-recursive lock +# + +class Lock(SemLock): + + def __init__(self, *, ctx): + SemLock.__init__(self, SEMAPHORE, 1, 1, ctx=ctx) + + def __repr__(self): + try: + if self._semlock._is_mine(): + name = process.current_process().name + if threading.current_thread().name != 'MainThread': + name += '|' + threading.current_thread().name + elif self._semlock._get_value() == 1: + name = 'None' + elif self._semlock._count() > 0: + name = 'SomeOtherThread' + else: + name = 'SomeOtherProcess' + except Exception: + name = 'unknown' + return '<%s(owner=%s)>' % (self.__class__.__name__, name) + +# +# Recursive lock +# + +class RLock(SemLock): + + def __init__(self, *, ctx): + SemLock.__init__(self, RECURSIVE_MUTEX, 1, 1, ctx=ctx) + + def __repr__(self): + try: + if self._semlock._is_mine(): + name = process.current_process().name + if threading.current_thread().name != 'MainThread': + name += '|' + threading.current_thread().name + count = self._semlock._count() + elif self._semlock._get_value() == 1: + name, count = 'None', 0 + elif self._semlock._count() > 0: + name, count = 'SomeOtherThread', 'nonzero' + else: + name, count = 'SomeOtherProcess', 'nonzero' + except Exception: + name, count = 'unknown', 'unknown' + return '<%s(%s, %s)>' % (self.__class__.__name__, name, count) + +# +# Condition variable +# + +class Condition(object): + + def __init__(self, lock=None, *, ctx): + self._lock = lock or ctx.RLock() + self._sleeping_count = ctx.Semaphore(0) + self._woken_count = ctx.Semaphore(0) + self._wait_semaphore = ctx.Semaphore(0) + self._make_methods() + + def __getstate__(self): + context.assert_spawning(self) + return (self._lock, self._sleeping_count, + self._woken_count, self._wait_semaphore) + + def __setstate__(self, state): + (self._lock, self._sleeping_count, + self._woken_count, self._wait_semaphore) = state + self._make_methods() + + def __enter__(self): + return self._lock.__enter__() + + def __exit__(self, *args): + return self._lock.__exit__(*args) + + def _make_methods(self): + self.acquire = self._lock.acquire + self.release = self._lock.release + + def __repr__(self): + try: + num_waiters = (self._sleeping_count._semlock._get_value() - + self._woken_count._semlock._get_value()) + except Exception: + num_waiters = 'unknown' + return '<%s(%s, %s)>' % (self.__class__.__name__, self._lock, num_waiters) + + def wait(self, timeout=None): + assert self._lock._semlock._is_mine(), \ + 'must acquire() condition before using wait()' + + # indicate that this thread is going to sleep + self._sleeping_count.release() + + # release lock + count = self._lock._semlock._count() + for i in range(count): + self._lock.release() + + try: + # wait for notification or timeout + return self._wait_semaphore.acquire(True, timeout) + finally: + # indicate that this thread has woken + self._woken_count.release() + + # reacquire lock + for i in range(count): + self._lock.acquire() + + def notify(self, n=1): + assert self._lock._semlock._is_mine(), 'lock is not owned' + assert not self._wait_semaphore.acquire( + False), ('notify: Should not have been able to acquire ' + + '_wait_semaphore') + + # to take account of timeouts since last notify*() we subtract + # woken_count from sleeping_count and rezero woken_count + while self._woken_count.acquire(False): + res = self._sleeping_count.acquire(False) + assert res, ('notify: Bug in sleeping_count.acquire' + + '- res should not be False') + + sleepers = 0 + while sleepers < n and self._sleeping_count.acquire(False): + self._wait_semaphore.release() # wake up one sleeper + sleepers += 1 + + if sleepers: + for i in range(sleepers): + self._woken_count.acquire() # wait for a sleeper to wake + + # rezero wait_semaphore in case some timeouts just happened + while self._wait_semaphore.acquire(False): + pass + + def notify_all(self): + self.notify(n=sys.maxsize) + + def wait_for(self, predicate, timeout=None): + result = predicate() + if result: + return result + if timeout is not None: + endtime = getattr(time,'monotonic',time.time)() + timeout + else: + endtime = None + waittime = None + while not result: + if endtime is not None: + waittime = endtime - getattr(time,'monotonic',time.time)() + if waittime <= 0: + break + self.wait(waittime) + result = predicate() + return result + +# +# Event +# + +class Event(object): + + def __init__(self, *, ctx): + self._cond = ctx.Condition(ctx.Lock()) + self._flag = ctx.Semaphore(0) + + def is_set(self): + with self._cond: + if self._flag.acquire(False): + self._flag.release() + return True + return False + + def set(self): + with self._cond: + self._flag.acquire(False) + self._flag.release() + self._cond.notify_all() + + def clear(self): + with self._cond: + self._flag.acquire(False) + + def wait(self, timeout=None): + with self._cond: + if self._flag.acquire(False): + self._flag.release() + else: + self._cond.wait(timeout) + + if self._flag.acquire(False): + self._flag.release() + return True + return False + +# +# Barrier +# + +class Barrier(threading.Barrier): + + def __init__(self, parties, action=None, timeout=None, *, ctx): + import struct + from .heap import BufferWrapper + wrapper = BufferWrapper(struct.calcsize('i') * 2) + cond = ctx.Condition() + self.__setstate__((parties, action, timeout, cond, wrapper)) + self._state = 0 + self._count = 0 + + def __setstate__(self, state): + (self._parties, self._action, self._timeout, + self._cond, self._wrapper) = state + self._array = self._wrapper.create_memoryview().cast('i') + + def __getstate__(self): + return (self._parties, self._action, self._timeout, + self._cond, self._wrapper) + + @property + def _state(self): + return self._array[0] + + @_state.setter + def _state(self, value): + self._array[0] = value + + @property + def _count(self): + return self._array[1] + + @_count.setter + def _count(self, value): + self._array[1] = value diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/__init__.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..2fee074ed217520894521edd6501e0192f57e8cb --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/__init__.py @@ -0,0 +1,6000 @@ +# +# Unit tests for the multiprocessing package +# + +import unittest +import unittest.mock +import queue as pyqueue +import textwrap +import time +import io +import itertools +import sys +import os +import gc +import errno +import signal +import array +import socket +import random +import logging +import subprocess +import struct +import operator +import pickle #XXX: use dill? +import weakref +import warnings +import test.support +import test.support.script_helper +from test import support +from test.support import hashlib_helper +from test.support import import_helper +from test.support import os_helper +from test.support import socket_helper +from test.support import threading_helper +from test.support import warnings_helper + + +# Skip tests if _multiprocessing wasn't built. +_multiprocessing = import_helper.import_module('_multiprocessing') +# Skip tests if sem_open implementation is broken. +import_helper.import_module('multiprocess.synchronize') +import threading + +import multiprocess as multiprocessing +import multiprocess.connection +import multiprocess.dummy +import multiprocess.heap +import multiprocess.managers +import multiprocess.pool +import multiprocess.queues + +from multiprocess import util + +try: + from multiprocess import reduction + HAS_REDUCTION = reduction.HAVE_SEND_HANDLE +except ImportError: + HAS_REDUCTION = False + +try: + from multiprocess.sharedctypes import Value, copy + HAS_SHAREDCTYPES = True +except ImportError: + HAS_SHAREDCTYPES = False + +try: + from multiprocess import shared_memory + HAS_SHMEM = True +except ImportError: + HAS_SHMEM = False + +try: + import msvcrt +except ImportError: + msvcrt = None + + +if hasattr(support,'check_sanitizer') and support.check_sanitizer(address=True): + # bpo-45200: Skip multiprocessing tests if Python is built with ASAN to + # work around a libasan race condition: dead lock in pthread_create(). + raise unittest.SkipTest("libasan has a pthread_create() dead lock") + +# Don't ignore user's installed packages +ENV = dict(__cleanenv = False, __isolated = False) + +# Timeout to wait until a process completes #XXX: travis-ci +TIMEOUT = (90.0 if os.environ.get('COVERAGE') else 60.0) # seconds + +def latin(s): + return s.encode('latin') + + +def close_queue(queue): + if isinstance(queue, multiprocessing.queues.Queue): + queue.close() + queue.join_thread() + + +def join_process(process): + # Since multiprocessing.Process has the same API than threading.Thread + # (join() and is_alive(), the support function can be reused + threading_helper.join_thread(process, timeout=TIMEOUT) + + +if os.name == "posix": + from multiprocess import resource_tracker + + def _resource_unlink(name, rtype): + resource_tracker._CLEANUP_FUNCS[rtype](name) + + +# +# Constants +# + +LOG_LEVEL = util.SUBWARNING +#LOG_LEVEL = logging.DEBUG + +DELTA = 0.1 +CHECK_TIMINGS = False # making true makes tests take a lot longer + # and can sometimes cause some non-serious + # failures because some calls block a bit + # longer than expected +if CHECK_TIMINGS: + TIMEOUT1, TIMEOUT2, TIMEOUT3 = 0.82, 0.35, 1.4 +else: + TIMEOUT1, TIMEOUT2, TIMEOUT3 = 0.1, 0.1, 0.1 + +HAVE_GETVALUE = not getattr(_multiprocessing, + 'HAVE_BROKEN_SEM_GETVALUE', False) + +WIN32 = (sys.platform == "win32") + +from multiprocess.connection import wait + +def wait_for_handle(handle, timeout): + if timeout is not None and timeout < 0.0: + timeout = None + return wait([handle], timeout) + +try: + MAXFD = os.sysconf("SC_OPEN_MAX") +except: + MAXFD = 256 + +# To speed up tests when using the forkserver, we can preload these: +PRELOAD = ['__main__', 'test_multiprocessing_forkserver'] + +# +# Some tests require ctypes +# + +try: + from ctypes import Structure, c_int, c_double, c_longlong +except ImportError: + Structure = object + c_int = c_double = c_longlong = None + + +def check_enough_semaphores(): + """Check that the system supports enough semaphores to run the test.""" + # minimum number of semaphores available according to POSIX + nsems_min = 256 + try: + nsems = os.sysconf("SC_SEM_NSEMS_MAX") + except (AttributeError, ValueError): + # sysconf not available or setting not available + return + if nsems == -1 or nsems >= nsems_min: + return + raise unittest.SkipTest("The OS doesn't support enough semaphores " + "to run the test (required: %d)." % nsems_min) + + +# +# Creates a wrapper for a function which records the time it takes to finish +# + +class TimingWrapper(object): + + def __init__(self, func): + self.func = func + self.elapsed = None + + def __call__(self, *args, **kwds): + t = time.monotonic() + try: + return self.func(*args, **kwds) + finally: + self.elapsed = time.monotonic() - t + +# +# Base class for test cases +# + +class BaseTestCase(object): + + ALLOWED_TYPES = ('processes', 'manager', 'threads') + + def assertTimingAlmostEqual(self, a, b): + if CHECK_TIMINGS: + self.assertAlmostEqual(a, b, 1) + + def assertReturnsIfImplemented(self, value, func, *args): + try: + res = func(*args) + except NotImplementedError: + pass + else: + return self.assertEqual(value, res) + + # For the sanity of Windows users, rather than crashing or freezing in + # multiple ways. + def __reduce__(self, *args): + raise NotImplementedError("shouldn't try to pickle a test case") + + __reduce_ex__ = __reduce__ + +# +# Return the value of a semaphore +# + +def get_value(self): + try: + return self.get_value() + except AttributeError: + try: + return self._Semaphore__value + except AttributeError: + try: + return self._value + except AttributeError: + raise NotImplementedError + +# +# Testcases +# + +class DummyCallable: + def __call__(self, q, c): + assert isinstance(c, DummyCallable) + q.put(5) + + +class _TestProcess(BaseTestCase): + + ALLOWED_TYPES = ('processes', 'threads') + + def test_current(self): + if self.TYPE == 'threads': + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + current = self.current_process() + authkey = current.authkey + + self.assertTrue(current.is_alive()) + self.assertTrue(not current.daemon) + self.assertIsInstance(authkey, bytes) + self.assertTrue(len(authkey) > 0) + self.assertEqual(current.ident, os.getpid()) + self.assertEqual(current.exitcode, None) + + def test_daemon_argument(self): + if self.TYPE == "threads": + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + # By default uses the current process's daemon flag. + proc0 = self.Process(target=self._test) + self.assertEqual(proc0.daemon, self.current_process().daemon) + proc1 = self.Process(target=self._test, daemon=True) + self.assertTrue(proc1.daemon) + proc2 = self.Process(target=self._test, daemon=False) + self.assertFalse(proc2.daemon) + + @classmethod + def _test(cls, q, *args, **kwds): + current = cls.current_process() + q.put(args) + q.put(kwds) + q.put(current.name) + if cls.TYPE != 'threads': + q.put(bytes(current.authkey)) + q.put(current.pid) + + def test_parent_process_attributes(self): + if self.TYPE == "threads": + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + self.assertIsNone(self.parent_process()) + + rconn, wconn = self.Pipe(duplex=False) + p = self.Process(target=self._test_send_parent_process, args=(wconn,)) + p.start() + p.join() + parent_pid, parent_name = rconn.recv() + self.assertEqual(parent_pid, self.current_process().pid) + self.assertEqual(parent_pid, os.getpid()) + self.assertEqual(parent_name, self.current_process().name) + + @classmethod + def _test_send_parent_process(cls, wconn): + from multiprocess.process import parent_process + wconn.send([parent_process().pid, parent_process().name]) + + def _test_parent_process(self): + if self.TYPE == "threads": + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + # Launch a child process. Make it launch a grandchild process. Kill the + # child process and make sure that the grandchild notices the death of + # its parent (a.k.a the child process). + rconn, wconn = self.Pipe(duplex=False) + p = self.Process( + target=self._test_create_grandchild_process, args=(wconn, )) + p.start() + + if not rconn.poll(timeout=support.LONG_TIMEOUT): + raise AssertionError("Could not communicate with child process") + parent_process_status = rconn.recv() + self.assertEqual(parent_process_status, "alive") + + p.terminate() + p.join() + + if not rconn.poll(timeout=support.LONG_TIMEOUT): + raise AssertionError("Could not communicate with child process") + parent_process_status = rconn.recv() + self.assertEqual(parent_process_status, "not alive") + + @classmethod + def _test_create_grandchild_process(cls, wconn): + p = cls.Process(target=cls._test_report_parent_status, args=(wconn, )) + p.start() + time.sleep(300) + + @classmethod + def _test_report_parent_status(cls, wconn): + from multiprocess.process import parent_process + wconn.send("alive" if parent_process().is_alive() else "not alive") + parent_process().join(timeout=support.SHORT_TIMEOUT) + wconn.send("alive" if parent_process().is_alive() else "not alive") + + def test_process(self): + q = self.Queue(1) + e = self.Event() + args = (q, 1, 2) + kwargs = {'hello':23, 'bye':2.54} + name = 'SomeProcess' + p = self.Process( + target=self._test, args=args, kwargs=kwargs, name=name + ) + p.daemon = True + current = self.current_process() + + if self.TYPE != 'threads': + self.assertEqual(p.authkey, current.authkey) + self.assertEqual(p.is_alive(), False) + self.assertEqual(p.daemon, True) + self.assertNotIn(p, self.active_children()) + self.assertTrue(type(self.active_children()) is list) + self.assertEqual(p.exitcode, None) + + p.start() + + self.assertEqual(p.exitcode, None) + self.assertEqual(p.is_alive(), True) + self.assertIn(p, self.active_children()) + + self.assertEqual(q.get(), args[1:]) + self.assertEqual(q.get(), kwargs) + self.assertEqual(q.get(), p.name) + if self.TYPE != 'threads': + self.assertEqual(q.get(), current.authkey) + self.assertEqual(q.get(), p.pid) + + p.join() + + self.assertEqual(p.exitcode, 0) + self.assertEqual(p.is_alive(), False) + self.assertNotIn(p, self.active_children()) + close_queue(q) + + @unittest.skipUnless(threading._HAVE_THREAD_NATIVE_ID, "needs native_id") + def test_process_mainthread_native_id(self): + if self.TYPE == 'threads': + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + current_mainthread_native_id = threading.main_thread().native_id + + q = self.Queue(1) + p = self.Process(target=self._test_process_mainthread_native_id, args=(q,)) + p.start() + + child_mainthread_native_id = q.get() + p.join() + close_queue(q) + + self.assertNotEqual(current_mainthread_native_id, child_mainthread_native_id) + + @classmethod + def _test_process_mainthread_native_id(cls, q): + mainthread_native_id = threading.main_thread().native_id + q.put(mainthread_native_id) + + @classmethod + def _sleep_some(cls): + time.sleep(100) + + @classmethod + def _test_sleep(cls, delay): + time.sleep(delay) + + def _kill_process(self, meth): + if self.TYPE == 'threads': + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + p = self.Process(target=self._sleep_some) + p.daemon = True + p.start() + + self.assertEqual(p.is_alive(), True) + self.assertIn(p, self.active_children()) + self.assertEqual(p.exitcode, None) + + join = TimingWrapper(p.join) + + self.assertEqual(join(0), None) + self.assertTimingAlmostEqual(join.elapsed, 0.0) + self.assertEqual(p.is_alive(), True) + + self.assertEqual(join(-1), None) + self.assertTimingAlmostEqual(join.elapsed, 0.0) + self.assertEqual(p.is_alive(), True) + + # XXX maybe terminating too soon causes the problems on Gentoo... + time.sleep(1) + + meth(p) + + if hasattr(signal, 'alarm'): + # On the Gentoo buildbot waitpid() often seems to block forever. + # We use alarm() to interrupt it if it blocks for too long. + def handler(*args): + raise RuntimeError('join took too long: %s' % p) + old_handler = signal.signal(signal.SIGALRM, handler) + try: + signal.alarm(10) + self.assertEqual(join(), None) + finally: + signal.alarm(0) + signal.signal(signal.SIGALRM, old_handler) + else: + self.assertEqual(join(), None) + + self.assertTimingAlmostEqual(join.elapsed, 0.0) + + self.assertEqual(p.is_alive(), False) + self.assertNotIn(p, self.active_children()) + + p.join() + + return p.exitcode + + def test_terminate(self): + exitcode = self._kill_process(multiprocessing.Process.terminate) + if os.name != 'nt': + self.assertEqual(exitcode, -signal.SIGTERM) + + def test_kill(self): + exitcode = self._kill_process(multiprocessing.Process.kill) + if os.name != 'nt': + self.assertEqual(exitcode, -signal.SIGKILL) + + def test_cpu_count(self): + try: + cpus = multiprocessing.cpu_count() + except NotImplementedError: + cpus = 1 + self.assertTrue(type(cpus) is int) + self.assertTrue(cpus >= 1) + + def test_active_children(self): + self.assertEqual(type(self.active_children()), list) + + p = self.Process(target=time.sleep, args=(DELTA,)) + self.assertNotIn(p, self.active_children()) + + p.daemon = True + p.start() + self.assertIn(p, self.active_children()) + + p.join() + self.assertNotIn(p, self.active_children()) + + @classmethod + def _test_recursion(cls, wconn, id): + wconn.send(id) + if len(id) < 2: + for i in range(2): + p = cls.Process( + target=cls._test_recursion, args=(wconn, id+[i]) + ) + p.start() + p.join() + + @unittest.skipIf(True, "fails with is_dill(obj, child=True)") + def test_recursion(self): + rconn, wconn = self.Pipe(duplex=False) + self._test_recursion(wconn, []) + + time.sleep(DELTA) + result = [] + while rconn.poll(): + result.append(rconn.recv()) + + expected = [ + [], + [0], + [0, 0], + [0, 1], + [1], + [1, 0], + [1, 1] + ] + self.assertEqual(result, expected) + + @classmethod + def _test_sentinel(cls, event): + event.wait(10.0) + + def test_sentinel(self): + if self.TYPE == "threads": + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + event = self.Event() + p = self.Process(target=self._test_sentinel, args=(event,)) + with self.assertRaises(ValueError): + p.sentinel + p.start() + self.addCleanup(p.join) + sentinel = p.sentinel + self.assertIsInstance(sentinel, int) + self.assertFalse(wait_for_handle(sentinel, timeout=0.0)) + event.set() + p.join() + self.assertTrue(wait_for_handle(sentinel, timeout=1)) + + @classmethod + def _test_close(cls, rc=0, q=None): + if q is not None: + q.get() + sys.exit(rc) + + def test_close(self): + if self.TYPE == "threads": + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + q = self.Queue() + p = self.Process(target=self._test_close, kwargs={'q': q}) + p.daemon = True + p.start() + self.assertEqual(p.is_alive(), True) + # Child is still alive, cannot close + with self.assertRaises(ValueError): + p.close() + + q.put(None) + p.join() + self.assertEqual(p.is_alive(), False) + self.assertEqual(p.exitcode, 0) + p.close() + with self.assertRaises(ValueError): + p.is_alive() + with self.assertRaises(ValueError): + p.join() + with self.assertRaises(ValueError): + p.terminate() + p.close() + + wr = weakref.ref(p) + del p + gc.collect() + self.assertIs(wr(), None) + + close_queue(q) + + def test_many_processes(self): + if self.TYPE == 'threads': + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + sm = multiprocessing.get_start_method() + travis = os.environ.get('COVERAGE') #XXX: travis-ci + N = (1 if travis else 5) if sm == 'spawn' else 100 + + # Try to overwhelm the forkserver loop with events + procs = [self.Process(target=self._test_sleep, args=(0.01,)) + for i in range(N)] + for p in procs: + p.start() + for p in procs: + join_process(p) + for p in procs: + self.assertEqual(p.exitcode, 0) + + procs = [self.Process(target=self._sleep_some) + for i in range(N)] + for p in procs: + p.start() + time.sleep(0.001) # let the children start... + for p in procs: + p.terminate() + for p in procs: + join_process(p) + if os.name != 'nt': + exitcodes = [-signal.SIGTERM] + if sys.platform == 'darwin': + # bpo-31510: On macOS, killing a freshly started process with + # SIGTERM sometimes kills the process with SIGKILL. + exitcodes.append(-signal.SIGKILL) + for p in procs: + self.assertIn(p.exitcode, exitcodes) + + def test_lose_target_ref(self): + c = DummyCallable() + wr = weakref.ref(c) + q = self.Queue() + p = self.Process(target=c, args=(q, c)) + del c + p.start() + p.join() + gc.collect() # For PyPy or other GCs. + self.assertIs(wr(), None) + self.assertEqual(q.get(), 5) + close_queue(q) + + @classmethod + def _test_child_fd_inflation(self, evt, q): + q.put(os_helper.fd_count()) + evt.wait() + + def test_child_fd_inflation(self): + # Number of fds in child processes should not grow with the + # number of running children. + if self.TYPE == 'threads': + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + sm = multiprocessing.get_start_method() + if sm == 'fork': + # The fork method by design inherits all fds from the parent, + # trying to go against it is a lost battle + self.skipTest('test not appropriate for {}'.format(sm)) + + N = 5 + evt = self.Event() + q = self.Queue() + + procs = [self.Process(target=self._test_child_fd_inflation, args=(evt, q)) + for i in range(N)] + for p in procs: + p.start() + + try: + fd_counts = [q.get() for i in range(N)] + self.assertEqual(len(set(fd_counts)), 1, fd_counts) + + finally: + evt.set() + for p in procs: + p.join() + close_queue(q) + + @classmethod + def _test_wait_for_threads(self, evt): + def func1(): + time.sleep(0.5) + evt.set() + + def func2(): + time.sleep(20) + evt.clear() + + threading.Thread(target=func1).start() + threading.Thread(target=func2, daemon=True).start() + + def test_wait_for_threads(self): + # A child process should wait for non-daemonic threads to end + # before exiting + if self.TYPE == 'threads': + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + evt = self.Event() + proc = self.Process(target=self._test_wait_for_threads, args=(evt,)) + proc.start() + proc.join() + self.assertTrue(evt.is_set()) + + @classmethod + def _test_error_on_stdio_flush(self, evt, break_std_streams={}): + for stream_name, action in break_std_streams.items(): + if action == 'close': + stream = io.StringIO() + stream.close() + else: + assert action == 'remove' + stream = None + setattr(sys, stream_name, None) + evt.set() + + def test_error_on_stdio_flush_1(self): + # Check that Process works with broken standard streams + streams = [io.StringIO(), None] + streams[0].close() + for stream_name in ('stdout', 'stderr'): + for stream in streams: + old_stream = getattr(sys, stream_name) + setattr(sys, stream_name, stream) + try: + evt = self.Event() + proc = self.Process(target=self._test_error_on_stdio_flush, + args=(evt,)) + proc.start() + proc.join() + self.assertTrue(evt.is_set()) + self.assertEqual(proc.exitcode, 0) + finally: + setattr(sys, stream_name, old_stream) + + def test_error_on_stdio_flush_2(self): + # Same as test_error_on_stdio_flush_1(), but standard streams are + # broken by the child process + for stream_name in ('stdout', 'stderr'): + for action in ('close', 'remove'): + old_stream = getattr(sys, stream_name) + try: + evt = self.Event() + proc = self.Process(target=self._test_error_on_stdio_flush, + args=(evt, {stream_name: action})) + proc.start() + proc.join() + self.assertTrue(evt.is_set()) + self.assertEqual(proc.exitcode, 0) + finally: + setattr(sys, stream_name, old_stream) + + @classmethod + def _sleep_and_set_event(self, evt, delay=0.0): + time.sleep(delay) + evt.set() + + def check_forkserver_death(self, signum): + # bpo-31308: if the forkserver process has died, we should still + # be able to create and run new Process instances (the forkserver + # is implicitly restarted). + if self.TYPE == 'threads': + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + sm = multiprocessing.get_start_method() + if sm != 'forkserver': + # The fork method by design inherits all fds from the parent, + # trying to go against it is a lost battle + self.skipTest('test not appropriate for {}'.format(sm)) + + from multiprocess.forkserver import _forkserver + _forkserver.ensure_running() + + # First process sleeps 500 ms + delay = 0.5 + + evt = self.Event() + proc = self.Process(target=self._sleep_and_set_event, args=(evt, delay)) + proc.start() + + pid = _forkserver._forkserver_pid + os.kill(pid, signum) + # give time to the fork server to die and time to proc to complete + time.sleep(delay * 2.0) + + evt2 = self.Event() + proc2 = self.Process(target=self._sleep_and_set_event, args=(evt2,)) + proc2.start() + proc2.join() + self.assertTrue(evt2.is_set()) + self.assertEqual(proc2.exitcode, 0) + + proc.join() + self.assertTrue(evt.is_set()) + self.assertIn(proc.exitcode, (0, 255)) + + def test_forkserver_sigint(self): + # Catchable signal + self.check_forkserver_death(signal.SIGINT) + + def test_forkserver_sigkill(self): + # Uncatchable signal + if os.name != 'nt': + self.check_forkserver_death(signal.SIGKILL) + + +# +# +# + +class _UpperCaser(multiprocessing.Process): + + def __init__(self): + multiprocessing.Process.__init__(self) + self.child_conn, self.parent_conn = multiprocessing.Pipe() + + def run(self): + self.parent_conn.close() + for s in iter(self.child_conn.recv, None): + self.child_conn.send(s.upper()) + self.child_conn.close() + + def submit(self, s): + assert type(s) is str + self.parent_conn.send(s) + return self.parent_conn.recv() + + def stop(self): + self.parent_conn.send(None) + self.parent_conn.close() + self.child_conn.close() + +class _TestSubclassingProcess(BaseTestCase): + + ALLOWED_TYPES = ('processes',) + + def test_subclassing(self): + uppercaser = _UpperCaser() + uppercaser.daemon = True + uppercaser.start() + self.assertEqual(uppercaser.submit('hello'), 'HELLO') + self.assertEqual(uppercaser.submit('world'), 'WORLD') + uppercaser.stop() + uppercaser.join() + + def test_stderr_flush(self): + # sys.stderr is flushed at process shutdown (issue #13812) + if self.TYPE == "threads": + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + testfn = os_helper.TESTFN + self.addCleanup(os_helper.unlink, testfn) + proc = self.Process(target=self._test_stderr_flush, args=(testfn,)) + proc.start() + proc.join() + with open(testfn, encoding="utf-8") as f: + err = f.read() + # The whole traceback was printed + self.assertIn("ZeroDivisionError", err) + self.assertIn("__init__.py", err) + #self.assertIn("1/0 # MARKER", err) #FIXME + + @classmethod + def _test_stderr_flush(cls, testfn): + fd = os.open(testfn, os.O_WRONLY | os.O_CREAT | os.O_EXCL) + sys.stderr = open(fd, 'w', encoding="utf-8", closefd=False) + 1/0 # MARKER + + + @classmethod + def _test_sys_exit(cls, reason, testfn): + fd = os.open(testfn, os.O_WRONLY | os.O_CREAT | os.O_EXCL) + sys.stderr = open(fd, 'w', encoding="utf-8", closefd=False) + sys.exit(reason) + + def test_sys_exit(self): + # See Issue 13854 + if self.TYPE == 'threads': + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + testfn = os_helper.TESTFN + self.addCleanup(os_helper.unlink, testfn) + + for reason in ( + [1, 2, 3], + 'ignore this', + ): + p = self.Process(target=self._test_sys_exit, args=(reason, testfn)) + p.daemon = True + p.start() + join_process(p) + self.assertEqual(p.exitcode, 1) + + with open(testfn, encoding="utf-8") as f: + content = f.read() + self.assertEqual(content.rstrip(), str(reason)) + + os.unlink(testfn) + + cases = [ + ((True,), 1), + ((False,), 0), + ((8,), 8), + ((None,), 0), + ((), 0), + ] + + for args, expected in cases: + with self.subTest(args=args): + p = self.Process(target=sys.exit, args=args) + p.daemon = True + p.start() + join_process(p) + self.assertEqual(p.exitcode, expected) + +# +# +# + +def queue_empty(q): + if hasattr(q, 'empty'): + return q.empty() + else: + return q.qsize() == 0 + +def queue_full(q, maxsize): + if hasattr(q, 'full'): + return q.full() + else: + return q.qsize() == maxsize + + +class _TestQueue(BaseTestCase): + + + @classmethod + def _test_put(cls, queue, child_can_start, parent_can_continue): + child_can_start.wait() + for i in range(6): + queue.get() + parent_can_continue.set() + + def test_put(self): + MAXSIZE = 6 + queue = self.Queue(maxsize=MAXSIZE) + child_can_start = self.Event() + parent_can_continue = self.Event() + + proc = self.Process( + target=self._test_put, + args=(queue, child_can_start, parent_can_continue) + ) + proc.daemon = True + proc.start() + + self.assertEqual(queue_empty(queue), True) + self.assertEqual(queue_full(queue, MAXSIZE), False) + + queue.put(1) + queue.put(2, True) + queue.put(3, True, None) + queue.put(4, False) + queue.put(5, False, None) + queue.put_nowait(6) + + # the values may be in buffer but not yet in pipe so sleep a bit + time.sleep(DELTA) + + self.assertEqual(queue_empty(queue), False) + self.assertEqual(queue_full(queue, MAXSIZE), True) + + put = TimingWrapper(queue.put) + put_nowait = TimingWrapper(queue.put_nowait) + + self.assertRaises(pyqueue.Full, put, 7, False) + self.assertTimingAlmostEqual(put.elapsed, 0) + + self.assertRaises(pyqueue.Full, put, 7, False, None) + self.assertTimingAlmostEqual(put.elapsed, 0) + + self.assertRaises(pyqueue.Full, put_nowait, 7) + self.assertTimingAlmostEqual(put_nowait.elapsed, 0) + + self.assertRaises(pyqueue.Full, put, 7, True, TIMEOUT1) + self.assertTimingAlmostEqual(put.elapsed, TIMEOUT1) + + self.assertRaises(pyqueue.Full, put, 7, False, TIMEOUT2) + self.assertTimingAlmostEqual(put.elapsed, 0) + + self.assertRaises(pyqueue.Full, put, 7, True, timeout=TIMEOUT3) + self.assertTimingAlmostEqual(put.elapsed, TIMEOUT3) + + child_can_start.set() + parent_can_continue.wait() + + self.assertEqual(queue_empty(queue), True) + self.assertEqual(queue_full(queue, MAXSIZE), False) + + proc.join() + close_queue(queue) + + @classmethod + def _test_get(cls, queue, child_can_start, parent_can_continue): + child_can_start.wait() + #queue.put(1) + queue.put(2) + queue.put(3) + queue.put(4) + queue.put(5) + parent_can_continue.set() + + def test_get(self): + queue = self.Queue() + child_can_start = self.Event() + parent_can_continue = self.Event() + + proc = self.Process( + target=self._test_get, + args=(queue, child_can_start, parent_can_continue) + ) + proc.daemon = True + proc.start() + + self.assertEqual(queue_empty(queue), True) + + child_can_start.set() + parent_can_continue.wait() + + time.sleep(DELTA) + self.assertEqual(queue_empty(queue), False) + + # Hangs unexpectedly, remove for now + #self.assertEqual(queue.get(), 1) + self.assertEqual(queue.get(True, None), 2) + self.assertEqual(queue.get(True), 3) + self.assertEqual(queue.get(timeout=1), 4) + self.assertEqual(queue.get_nowait(), 5) + + self.assertEqual(queue_empty(queue), True) + + get = TimingWrapper(queue.get) + get_nowait = TimingWrapper(queue.get_nowait) + + self.assertRaises(pyqueue.Empty, get, False) + self.assertTimingAlmostEqual(get.elapsed, 0) + + self.assertRaises(pyqueue.Empty, get, False, None) + self.assertTimingAlmostEqual(get.elapsed, 0) + + self.assertRaises(pyqueue.Empty, get_nowait) + self.assertTimingAlmostEqual(get_nowait.elapsed, 0) + + self.assertRaises(pyqueue.Empty, get, True, TIMEOUT1) + self.assertTimingAlmostEqual(get.elapsed, TIMEOUT1) + + self.assertRaises(pyqueue.Empty, get, False, TIMEOUT2) + self.assertTimingAlmostEqual(get.elapsed, 0) + + self.assertRaises(pyqueue.Empty, get, timeout=TIMEOUT3) + self.assertTimingAlmostEqual(get.elapsed, TIMEOUT3) + + proc.join() + close_queue(queue) + + @classmethod + def _test_fork(cls, queue): + for i in range(10, 20): + queue.put(i) + # note that at this point the items may only be buffered, so the + # process cannot shutdown until the feeder thread has finished + # pushing items onto the pipe. + + def test_fork(self): + # Old versions of Queue would fail to create a new feeder + # thread for a forked process if the original process had its + # own feeder thread. This test checks that this no longer + # happens. + + queue = self.Queue() + + # put items on queue so that main process starts a feeder thread + for i in range(10): + queue.put(i) + + # wait to make sure thread starts before we fork a new process + time.sleep(DELTA) + + # fork process + p = self.Process(target=self._test_fork, args=(queue,)) + p.daemon = True + p.start() + + # check that all expected items are in the queue + for i in range(20): + self.assertEqual(queue.get(), i) + self.assertRaises(pyqueue.Empty, queue.get, False) + + p.join() + close_queue(queue) + + def test_qsize(self): + q = self.Queue() + try: + self.assertEqual(q.qsize(), 0) + except NotImplementedError: + self.skipTest('qsize method not implemented') + q.put(1) + self.assertEqual(q.qsize(), 1) + q.put(5) + self.assertEqual(q.qsize(), 2) + q.get() + self.assertEqual(q.qsize(), 1) + q.get() + self.assertEqual(q.qsize(), 0) + close_queue(q) + + @classmethod + def _test_task_done(cls, q): + for obj in iter(q.get, None): + time.sleep(DELTA) + q.task_done() + + def test_task_done(self): + queue = self.JoinableQueue() + + workers = [self.Process(target=self._test_task_done, args=(queue,)) + for i in range(4)] + + for p in workers: + p.daemon = True + p.start() + + for i in range(10): + queue.put(i) + + queue.join() + + for p in workers: + queue.put(None) + + for p in workers: + p.join() + close_queue(queue) + + def test_no_import_lock_contention(self): + with os_helper.temp_cwd(): + module_name = 'imported_by_an_imported_module' + with open(module_name + '.py', 'w', encoding="utf-8") as f: + f.write("""if 1: + import multiprocess as multiprocessing + + q = multiprocessing.Queue() + q.put('knock knock') + q.get(timeout=3) + q.close() + del q + """) + + with import_helper.DirsOnSysPath(os.getcwd()): + try: + __import__(module_name) + except pyqueue.Empty: + self.fail("Probable regression on import lock contention;" + " see Issue #22853") + + def test_timeout(self): + q = multiprocessing.Queue() + start = time.monotonic() + self.assertRaises(pyqueue.Empty, q.get, True, 0.200) + delta = time.monotonic() - start + # bpo-30317: Tolerate a delta of 100 ms because of the bad clock + # resolution on Windows (usually 15.6 ms). x86 Windows7 3.x once + # failed because the delta was only 135.8 ms. + self.assertGreaterEqual(delta, 0.100) + close_queue(q) + + def test_queue_feeder_donot_stop_onexc(self): + # bpo-30414: verify feeder handles exceptions correctly + if self.TYPE != 'processes': + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + class NotSerializable(object): + def __reduce__(self): + raise AttributeError + with test.support.captured_stderr(): + q = self.Queue() + q.put(NotSerializable()) + q.put(True) + self.assertTrue(q.get(timeout=support.SHORT_TIMEOUT)) + close_queue(q) + + with test.support.captured_stderr(): + # bpo-33078: verify that the queue size is correctly handled + # on errors. + q = self.Queue(maxsize=1) + q.put(NotSerializable()) + q.put(True) + try: + self.assertEqual(q.qsize(), 1) + except NotImplementedError: + # qsize is not available on all platform as it + # relies on sem_getvalue + pass + self.assertTrue(q.get(timeout=support.SHORT_TIMEOUT)) + # Check that the size of the queue is correct + self.assertTrue(q.empty()) + close_queue(q) + + def test_queue_feeder_on_queue_feeder_error(self): + # bpo-30006: verify feeder handles exceptions using the + # _on_queue_feeder_error hook. + if self.TYPE != 'processes': + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + class NotSerializable(object): + """Mock unserializable object""" + def __init__(self): + self.reduce_was_called = False + self.on_queue_feeder_error_was_called = False + + def __reduce__(self): + self.reduce_was_called = True + raise AttributeError + + class SafeQueue(multiprocessing.queues.Queue): + """Queue with overloaded _on_queue_feeder_error hook""" + @staticmethod + def _on_queue_feeder_error(e, obj): + if (isinstance(e, AttributeError) and + isinstance(obj, NotSerializable)): + obj.on_queue_feeder_error_was_called = True + + not_serializable_obj = NotSerializable() + # The captured_stderr reduces the noise in the test report + with test.support.captured_stderr(): + q = SafeQueue(ctx=multiprocessing.get_context()) + q.put(not_serializable_obj) + + # Verify that q is still functioning correctly + q.put(True) + self.assertTrue(q.get(timeout=support.SHORT_TIMEOUT)) + + # Assert that the serialization and the hook have been called correctly + self.assertTrue(not_serializable_obj.reduce_was_called) + self.assertTrue(not_serializable_obj.on_queue_feeder_error_was_called) + + def test_closed_queue_put_get_exceptions(self): + for q in multiprocessing.Queue(), multiprocessing.JoinableQueue(): + q.close() + with self.assertRaisesRegex(ValueError, 'is closed'): + q.put('foo') + with self.assertRaisesRegex(ValueError, 'is closed'): + q.get() +# +# +# + +class _TestLock(BaseTestCase): + + def test_lock(self): + lock = self.Lock() + self.assertEqual(lock.acquire(), True) + self.assertEqual(lock.acquire(False), False) + self.assertEqual(lock.release(), None) + self.assertRaises((ValueError, threading.ThreadError), lock.release) + + def test_rlock(self): + lock = self.RLock() + self.assertEqual(lock.acquire(), True) + self.assertEqual(lock.acquire(), True) + self.assertEqual(lock.acquire(), True) + self.assertEqual(lock.release(), None) + self.assertEqual(lock.release(), None) + self.assertEqual(lock.release(), None) + self.assertRaises((AssertionError, RuntimeError), lock.release) + + def test_lock_context(self): + with self.Lock(): + pass + + +class _TestSemaphore(BaseTestCase): + + def _test_semaphore(self, sem): + self.assertReturnsIfImplemented(2, get_value, sem) + self.assertEqual(sem.acquire(), True) + self.assertReturnsIfImplemented(1, get_value, sem) + self.assertEqual(sem.acquire(), True) + self.assertReturnsIfImplemented(0, get_value, sem) + self.assertEqual(sem.acquire(False), False) + self.assertReturnsIfImplemented(0, get_value, sem) + self.assertEqual(sem.release(), None) + self.assertReturnsIfImplemented(1, get_value, sem) + self.assertEqual(sem.release(), None) + self.assertReturnsIfImplemented(2, get_value, sem) + + def test_semaphore(self): + sem = self.Semaphore(2) + self._test_semaphore(sem) + self.assertEqual(sem.release(), None) + self.assertReturnsIfImplemented(3, get_value, sem) + self.assertEqual(sem.release(), None) + self.assertReturnsIfImplemented(4, get_value, sem) + + def test_bounded_semaphore(self): + sem = self.BoundedSemaphore(2) + self._test_semaphore(sem) + # Currently fails on OS/X + #if HAVE_GETVALUE: + # self.assertRaises(ValueError, sem.release) + # self.assertReturnsIfImplemented(2, get_value, sem) + + def test_timeout(self): + if self.TYPE != 'processes': + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + sem = self.Semaphore(0) + acquire = TimingWrapper(sem.acquire) + + self.assertEqual(acquire(False), False) + self.assertTimingAlmostEqual(acquire.elapsed, 0.0) + + self.assertEqual(acquire(False, None), False) + self.assertTimingAlmostEqual(acquire.elapsed, 0.0) + + self.assertEqual(acquire(False, TIMEOUT1), False) + self.assertTimingAlmostEqual(acquire.elapsed, 0) + + self.assertEqual(acquire(True, TIMEOUT2), False) + self.assertTimingAlmostEqual(acquire.elapsed, TIMEOUT2) + + self.assertEqual(acquire(timeout=TIMEOUT3), False) + self.assertTimingAlmostEqual(acquire.elapsed, TIMEOUT3) + + +class _TestCondition(BaseTestCase): + + @classmethod + def f(cls, cond, sleeping, woken, timeout=None): + cond.acquire() + sleeping.release() + cond.wait(timeout) + woken.release() + cond.release() + + def assertReachesEventually(self, func, value): + for i in range(10): + try: + if func() == value: + break + except NotImplementedError: + break + time.sleep(DELTA) + time.sleep(DELTA) + self.assertReturnsIfImplemented(value, func) + + def check_invariant(self, cond): + # this is only supposed to succeed when there are no sleepers + if self.TYPE == 'processes': + try: + sleepers = (cond._sleeping_count.get_value() - + cond._woken_count.get_value()) + self.assertEqual(sleepers, 0) + self.assertEqual(cond._wait_semaphore.get_value(), 0) + except NotImplementedError: + pass + + def test_notify(self): + cond = self.Condition() + sleeping = self.Semaphore(0) + woken = self.Semaphore(0) + + p = self.Process(target=self.f, args=(cond, sleeping, woken)) + p.daemon = True + p.start() + self.addCleanup(p.join) + + p = threading.Thread(target=self.f, args=(cond, sleeping, woken)) + p.daemon = True + p.start() + self.addCleanup(p.join) + + # wait for both children to start sleeping + sleeping.acquire() + sleeping.acquire() + + # check no process/thread has woken up + time.sleep(DELTA) + self.assertReturnsIfImplemented(0, get_value, woken) + + # wake up one process/thread + cond.acquire() + cond.notify() + cond.release() + + # check one process/thread has woken up + time.sleep(DELTA) + self.assertReturnsIfImplemented(1, get_value, woken) + + # wake up another + cond.acquire() + cond.notify() + cond.release() + + # check other has woken up + time.sleep(DELTA) + self.assertReturnsIfImplemented(2, get_value, woken) + + # check state is not mucked up + self.check_invariant(cond) + p.join() + + def test_notify_all(self): + cond = self.Condition() + sleeping = self.Semaphore(0) + woken = self.Semaphore(0) + + # start some threads/processes which will timeout + for i in range(3): + p = self.Process(target=self.f, + args=(cond, sleeping, woken, TIMEOUT1)) + p.daemon = True + p.start() + self.addCleanup(p.join) + + t = threading.Thread(target=self.f, + args=(cond, sleeping, woken, TIMEOUT1)) + t.daemon = True + t.start() + self.addCleanup(t.join) + + # wait for them all to sleep + for i in range(6): + sleeping.acquire() + + # check they have all timed out + for i in range(6): + woken.acquire() + self.assertReturnsIfImplemented(0, get_value, woken) + + # check state is not mucked up + self.check_invariant(cond) + + # start some more threads/processes + for i in range(3): + p = self.Process(target=self.f, args=(cond, sleeping, woken)) + p.daemon = True + p.start() + self.addCleanup(p.join) + + t = threading.Thread(target=self.f, args=(cond, sleeping, woken)) + t.daemon = True + t.start() + self.addCleanup(t.join) + + # wait for them to all sleep + for i in range(6): + sleeping.acquire() + + # check no process/thread has woken up + time.sleep(DELTA) + self.assertReturnsIfImplemented(0, get_value, woken) + + # wake them all up + cond.acquire() + cond.notify_all() + cond.release() + + # check they have all woken + self.assertReachesEventually(lambda: get_value(woken), 6) + + # check state is not mucked up + self.check_invariant(cond) + + def test_notify_n(self): + cond = self.Condition() + sleeping = self.Semaphore(0) + woken = self.Semaphore(0) + + # start some threads/processes + for i in range(3): + p = self.Process(target=self.f, args=(cond, sleeping, woken)) + p.daemon = True + p.start() + self.addCleanup(p.join) + + t = threading.Thread(target=self.f, args=(cond, sleeping, woken)) + t.daemon = True + t.start() + self.addCleanup(t.join) + + # wait for them to all sleep + for i in range(6): + sleeping.acquire() + + # check no process/thread has woken up + time.sleep(DELTA) + self.assertReturnsIfImplemented(0, get_value, woken) + + # wake some of them up + cond.acquire() + cond.notify(n=2) + cond.release() + + # check 2 have woken + self.assertReachesEventually(lambda: get_value(woken), 2) + + # wake the rest of them + cond.acquire() + cond.notify(n=4) + cond.release() + + self.assertReachesEventually(lambda: get_value(woken), 6) + + # doesn't do anything more + cond.acquire() + cond.notify(n=3) + cond.release() + + self.assertReturnsIfImplemented(6, get_value, woken) + + # check state is not mucked up + self.check_invariant(cond) + + def test_timeout(self): + cond = self.Condition() + wait = TimingWrapper(cond.wait) + cond.acquire() + res = wait(TIMEOUT1) + cond.release() + self.assertEqual(res, False) + self.assertTimingAlmostEqual(wait.elapsed, TIMEOUT1) + + @classmethod + def _test_waitfor_f(cls, cond, state): + with cond: + state.value = 0 + cond.notify() + result = cond.wait_for(lambda : state.value==4) + if not result or state.value != 4: + sys.exit(1) + + @unittest.skipUnless(HAS_SHAREDCTYPES, 'needs sharedctypes') + def test_waitfor(self): + # based on test in test/lock_tests.py + cond = self.Condition() + state = self.Value('i', -1) + + p = self.Process(target=self._test_waitfor_f, args=(cond, state)) + p.daemon = True + p.start() + + with cond: + result = cond.wait_for(lambda : state.value==0) + self.assertTrue(result) + self.assertEqual(state.value, 0) + + for i in range(4): + time.sleep(0.01) + with cond: + state.value += 1 + cond.notify() + + join_process(p) + self.assertEqual(p.exitcode, 0) + + @classmethod + def _test_waitfor_timeout_f(cls, cond, state, success, sem): + sem.release() + with cond: + expected = 0.1 + dt = time.monotonic() + result = cond.wait_for(lambda : state.value==4, timeout=expected) + dt = time.monotonic() - dt + # borrow logic in assertTimeout() from test/lock_tests.py + if not result and expected * 0.6 < dt < expected * 10.0: + success.value = True + + @unittest.skipUnless(HAS_SHAREDCTYPES, 'needs sharedctypes') + def test_waitfor_timeout(self): + # based on test in test/lock_tests.py + cond = self.Condition() + state = self.Value('i', 0) + success = self.Value('i', False) + sem = self.Semaphore(0) + + p = self.Process(target=self._test_waitfor_timeout_f, + args=(cond, state, success, sem)) + p.daemon = True + p.start() + self.assertTrue(sem.acquire(timeout=support.LONG_TIMEOUT)) + + # Only increment 3 times, so state == 4 is never reached. + for i in range(3): + time.sleep(0.01) + with cond: + state.value += 1 + cond.notify() + + join_process(p) + self.assertTrue(success.value) + + @classmethod + def _test_wait_result(cls, c, pid): + with c: + c.notify() + time.sleep(1) + if pid is not None: + os.kill(pid, signal.SIGINT) + + def test_wait_result(self): + if isinstance(self, ProcessesMixin) and sys.platform != 'win32': + pid = os.getpid() + else: + pid = None + + c = self.Condition() + with c: + self.assertFalse(c.wait(0)) + self.assertFalse(c.wait(0.1)) + + p = self.Process(target=self._test_wait_result, args=(c, pid)) + p.start() + + self.assertTrue(c.wait(60)) + if pid is not None: + self.assertRaises(KeyboardInterrupt, c.wait, 60) + + p.join() + + +class _TestEvent(BaseTestCase): + + @classmethod + def _test_event(cls, event): + time.sleep(TIMEOUT2) + event.set() + + def test_event(self): + event = self.Event() + wait = TimingWrapper(event.wait) + + # Removed temporarily, due to API shear, this does not + # work with threading._Event objects. is_set == isSet + self.assertEqual(event.is_set(), False) + + # Removed, threading.Event.wait() will return the value of the __flag + # instead of None. API Shear with the semaphore backed mp.Event + self.assertEqual(wait(0.0), False) + self.assertTimingAlmostEqual(wait.elapsed, 0.0) + self.assertEqual(wait(TIMEOUT1), False) + self.assertTimingAlmostEqual(wait.elapsed, TIMEOUT1) + + event.set() + + # See note above on the API differences + self.assertEqual(event.is_set(), True) + self.assertEqual(wait(), True) + self.assertTimingAlmostEqual(wait.elapsed, 0.0) + self.assertEqual(wait(TIMEOUT1), True) + self.assertTimingAlmostEqual(wait.elapsed, 0.0) + # self.assertEqual(event.is_set(), True) + + event.clear() + + #self.assertEqual(event.is_set(), False) + + p = self.Process(target=self._test_event, args=(event,)) + p.daemon = True + p.start() + self.assertEqual(wait(), True) + p.join() + +# +# Tests for Barrier - adapted from tests in test/lock_tests.py +# + +# Many of the tests for threading.Barrier use a list as an atomic +# counter: a value is appended to increment the counter, and the +# length of the list gives the value. We use the class DummyList +# for the same purpose. + +class _DummyList(object): + + def __init__(self): + wrapper = multiprocessing.heap.BufferWrapper(struct.calcsize('i')) + lock = multiprocessing.Lock() + self.__setstate__((wrapper, lock)) + self._lengthbuf[0] = 0 + + def __setstate__(self, state): + (self._wrapper, self._lock) = state + self._lengthbuf = self._wrapper.create_memoryview().cast('i') + + def __getstate__(self): + return (self._wrapper, self._lock) + + def append(self, _): + with self._lock: + self._lengthbuf[0] += 1 + + def __len__(self): + with self._lock: + return self._lengthbuf[0] + +def _wait(): + # A crude wait/yield function not relying on synchronization primitives. + time.sleep(0.01) + + +class Bunch(object): + """ + A bunch of threads. + """ + def __init__(self, namespace, f, args, n, wait_before_exit=False): + """ + Construct a bunch of `n` threads running the same function `f`. + If `wait_before_exit` is True, the threads won't terminate until + do_finish() is called. + """ + self.f = f + self.args = args + self.n = n + self.started = namespace.DummyList() + self.finished = namespace.DummyList() + self._can_exit = namespace.Event() + if not wait_before_exit: + self._can_exit.set() + + threads = [] + for i in range(n): + p = namespace.Process(target=self.task) + p.daemon = True + p.start() + threads.append(p) + + def finalize(threads): + for p in threads: + p.join() + + self._finalizer = weakref.finalize(self, finalize, threads) + + def task(self): + pid = os.getpid() + self.started.append(pid) + try: + self.f(*self.args) + finally: + self.finished.append(pid) + self._can_exit.wait(30) + assert self._can_exit.is_set() + + def wait_for_started(self): + while len(self.started) < self.n: + _wait() + + def wait_for_finished(self): + while len(self.finished) < self.n: + _wait() + + def do_finish(self): + self._can_exit.set() + + def close(self): + self._finalizer() + + +class AppendTrue(object): + def __init__(self, obj): + self.obj = obj + def __call__(self): + self.obj.append(True) + + +class _TestBarrier(BaseTestCase): + """ + Tests for Barrier objects. + """ + N = 5 + defaultTimeout = 30.0 # XXX Slow Windows buildbots need generous timeout + + def setUp(self): + self.barrier = self.Barrier(self.N, timeout=self.defaultTimeout) + + def tearDown(self): + self.barrier.abort() + self.barrier = None + + def DummyList(self): + if self.TYPE == 'threads': + return [] + elif self.TYPE == 'manager': + return self.manager.list() + else: + return _DummyList() + + def run_threads(self, f, args): + b = Bunch(self, f, args, self.N-1) + try: + f(*args) + b.wait_for_finished() + finally: + b.close() + + @classmethod + def multipass(cls, barrier, results, n): + m = barrier.parties + assert m == cls.N + for i in range(n): + results[0].append(True) + assert len(results[1]) == i * m + barrier.wait() + results[1].append(True) + assert len(results[0]) == (i + 1) * m + barrier.wait() + try: + assert barrier.n_waiting == 0 + except NotImplementedError: + pass + assert not barrier.broken + + def test_barrier(self, passes=1): + """ + Test that a barrier is passed in lockstep + """ + results = [self.DummyList(), self.DummyList()] + self.run_threads(self.multipass, (self.barrier, results, passes)) + + def test_barrier_10(self): + """ + Test that a barrier works for 10 consecutive runs + """ + return self.test_barrier(10) + + @classmethod + def _test_wait_return_f(cls, barrier, queue): + res = barrier.wait() + queue.put(res) + + def test_wait_return(self): + """ + test the return value from barrier.wait + """ + queue = self.Queue() + self.run_threads(self._test_wait_return_f, (self.barrier, queue)) + results = [queue.get() for i in range(self.N)] + self.assertEqual(results.count(0), 1) + close_queue(queue) + + @classmethod + def _test_action_f(cls, barrier, results): + barrier.wait() + if len(results) != 1: + raise RuntimeError + + def test_action(self): + """ + Test the 'action' callback + """ + results = self.DummyList() + barrier = self.Barrier(self.N, action=AppendTrue(results)) + self.run_threads(self._test_action_f, (barrier, results)) + self.assertEqual(len(results), 1) + + @classmethod + def _test_abort_f(cls, barrier, results1, results2): + try: + i = barrier.wait() + if i == cls.N//2: + raise RuntimeError + barrier.wait() + results1.append(True) + except threading.BrokenBarrierError: + results2.append(True) + except RuntimeError: + barrier.abort() + + def test_abort(self): + """ + Test that an abort will put the barrier in a broken state + """ + results1 = self.DummyList() + results2 = self.DummyList() + self.run_threads(self._test_abort_f, + (self.barrier, results1, results2)) + self.assertEqual(len(results1), 0) + self.assertEqual(len(results2), self.N-1) + self.assertTrue(self.barrier.broken) + + @classmethod + def _test_reset_f(cls, barrier, results1, results2, results3): + i = barrier.wait() + if i == cls.N//2: + # Wait until the other threads are all in the barrier. + while barrier.n_waiting < cls.N-1: + time.sleep(0.001) + barrier.reset() + else: + try: + barrier.wait() + results1.append(True) + except threading.BrokenBarrierError: + results2.append(True) + # Now, pass the barrier again + barrier.wait() + results3.append(True) + + def test_reset(self): + """ + Test that a 'reset' on a barrier frees the waiting threads + """ + results1 = self.DummyList() + results2 = self.DummyList() + results3 = self.DummyList() + self.run_threads(self._test_reset_f, + (self.barrier, results1, results2, results3)) + self.assertEqual(len(results1), 0) + self.assertEqual(len(results2), self.N-1) + self.assertEqual(len(results3), self.N) + + @classmethod + def _test_abort_and_reset_f(cls, barrier, barrier2, + results1, results2, results3): + try: + i = barrier.wait() + if i == cls.N//2: + raise RuntimeError + barrier.wait() + results1.append(True) + except threading.BrokenBarrierError: + results2.append(True) + except RuntimeError: + barrier.abort() + # Synchronize and reset the barrier. Must synchronize first so + # that everyone has left it when we reset, and after so that no + # one enters it before the reset. + if barrier2.wait() == cls.N//2: + barrier.reset() + barrier2.wait() + barrier.wait() + results3.append(True) + + def test_abort_and_reset(self): + """ + Test that a barrier can be reset after being broken. + """ + results1 = self.DummyList() + results2 = self.DummyList() + results3 = self.DummyList() + barrier2 = self.Barrier(self.N) + + self.run_threads(self._test_abort_and_reset_f, + (self.barrier, barrier2, results1, results2, results3)) + self.assertEqual(len(results1), 0) + self.assertEqual(len(results2), self.N-1) + self.assertEqual(len(results3), self.N) + + @classmethod + def _test_timeout_f(cls, barrier, results): + i = barrier.wait() + if i == cls.N//2: + # One thread is late! + time.sleep(1.0) + try: + barrier.wait(0.5) + except threading.BrokenBarrierError: + results.append(True) + + def test_timeout(self): + """ + Test wait(timeout) + """ + results = self.DummyList() + self.run_threads(self._test_timeout_f, (self.barrier, results)) + self.assertEqual(len(results), self.barrier.parties) + + @classmethod + def _test_default_timeout_f(cls, barrier, results): + i = barrier.wait(cls.defaultTimeout) + if i == cls.N//2: + # One thread is later than the default timeout + time.sleep(1.0) + try: + barrier.wait() + except threading.BrokenBarrierError: + results.append(True) + + def test_default_timeout(self): + """ + Test the barrier's default timeout + """ + barrier = self.Barrier(self.N, timeout=0.5) + results = self.DummyList() + self.run_threads(self._test_default_timeout_f, (barrier, results)) + self.assertEqual(len(results), barrier.parties) + + def test_single_thread(self): + b = self.Barrier(1) + b.wait() + b.wait() + + @classmethod + def _test_thousand_f(cls, barrier, passes, conn, lock): + for i in range(passes): + barrier.wait() + with lock: + conn.send(i) + + def test_thousand(self): + if self.TYPE == 'manager': + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + passes = 1000 + lock = self.Lock() + conn, child_conn = self.Pipe(False) + for j in range(self.N): + p = self.Process(target=self._test_thousand_f, + args=(self.barrier, passes, child_conn, lock)) + p.start() + self.addCleanup(p.join) + + for i in range(passes): + for j in range(self.N): + self.assertEqual(conn.recv(), i) + +# +# +# + +class _TestValue(BaseTestCase): + + ALLOWED_TYPES = ('processes',) + + codes_values = [ + ('i', 4343, 24234), + ('d', 3.625, -4.25), + ('h', -232, 234), + ('q', 2 ** 33, 2 ** 34), + ('c', latin('x'), latin('y')) + ] + + def setUp(self): + if not HAS_SHAREDCTYPES: + self.skipTest("requires multiprocess.sharedctypes") + + @classmethod + def _test(cls, values): + for sv, cv in zip(values, cls.codes_values): + sv.value = cv[2] + + + def test_value(self, raw=False): + if raw: + values = [self.RawValue(code, value) + for code, value, _ in self.codes_values] + else: + values = [self.Value(code, value) + for code, value, _ in self.codes_values] + + for sv, cv in zip(values, self.codes_values): + self.assertEqual(sv.value, cv[1]) + + proc = self.Process(target=self._test, args=(values,)) + proc.daemon = True + proc.start() + proc.join() + + for sv, cv in zip(values, self.codes_values): + self.assertEqual(sv.value, cv[2]) + + def test_rawvalue(self): + self.test_value(raw=True) + + def test_getobj_getlock(self): + val1 = self.Value('i', 5) + lock1 = val1.get_lock() + obj1 = val1.get_obj() + + val2 = self.Value('i', 5, lock=None) + lock2 = val2.get_lock() + obj2 = val2.get_obj() + + lock = self.Lock() + val3 = self.Value('i', 5, lock=lock) + lock3 = val3.get_lock() + obj3 = val3.get_obj() + self.assertEqual(lock, lock3) + + arr4 = self.Value('i', 5, lock=False) + self.assertFalse(hasattr(arr4, 'get_lock')) + self.assertFalse(hasattr(arr4, 'get_obj')) + + self.assertRaises(AttributeError, self.Value, 'i', 5, lock='navalue') + + arr5 = self.RawValue('i', 5) + self.assertFalse(hasattr(arr5, 'get_lock')) + self.assertFalse(hasattr(arr5, 'get_obj')) + + +class _TestArray(BaseTestCase): + + ALLOWED_TYPES = ('processes',) + + @classmethod + def f(cls, seq): + for i in range(1, len(seq)): + seq[i] += seq[i-1] + + @unittest.skipIf(c_int is None, "requires _ctypes") + def test_array(self, raw=False): + seq = [680, 626, 934, 821, 150, 233, 548, 982, 714, 831] + if raw: + arr = self.RawArray('i', seq) + else: + arr = self.Array('i', seq) + + self.assertEqual(len(arr), len(seq)) + self.assertEqual(arr[3], seq[3]) + self.assertEqual(list(arr[2:7]), list(seq[2:7])) + + arr[4:8] = seq[4:8] = array.array('i', [1, 2, 3, 4]) + + self.assertEqual(list(arr[:]), seq) + + self.f(seq) + + p = self.Process(target=self.f, args=(arr,)) + p.daemon = True + p.start() + p.join() + + self.assertEqual(list(arr[:]), seq) + + @unittest.skipIf(c_int is None, "requires _ctypes") + def test_array_from_size(self): + size = 10 + # Test for zeroing (see issue #11675). + # The repetition below strengthens the test by increasing the chances + # of previously allocated non-zero memory being used for the new array + # on the 2nd and 3rd loops. + for _ in range(3): + arr = self.Array('i', size) + self.assertEqual(len(arr), size) + self.assertEqual(list(arr), [0] * size) + arr[:] = range(10) + self.assertEqual(list(arr), list(range(10))) + del arr + + @unittest.skipIf(c_int is None, "requires _ctypes") + def test_rawarray(self): + self.test_array(raw=True) + + @unittest.skipIf(c_int is None, "requires _ctypes") + def test_getobj_getlock_obj(self): + arr1 = self.Array('i', list(range(10))) + lock1 = arr1.get_lock() + obj1 = arr1.get_obj() + + arr2 = self.Array('i', list(range(10)), lock=None) + lock2 = arr2.get_lock() + obj2 = arr2.get_obj() + + lock = self.Lock() + arr3 = self.Array('i', list(range(10)), lock=lock) + lock3 = arr3.get_lock() + obj3 = arr3.get_obj() + self.assertEqual(lock, lock3) + + arr4 = self.Array('i', range(10), lock=False) + self.assertFalse(hasattr(arr4, 'get_lock')) + self.assertFalse(hasattr(arr4, 'get_obj')) + self.assertRaises(AttributeError, + self.Array, 'i', range(10), lock='notalock') + + arr5 = self.RawArray('i', range(10)) + self.assertFalse(hasattr(arr5, 'get_lock')) + self.assertFalse(hasattr(arr5, 'get_obj')) + +# +# +# + +class _TestContainers(BaseTestCase): + + ALLOWED_TYPES = ('manager',) + + def test_list(self): + a = self.list(list(range(10))) + self.assertEqual(a[:], list(range(10))) + + b = self.list() + self.assertEqual(b[:], []) + + b.extend(list(range(5))) + self.assertEqual(b[:], list(range(5))) + + self.assertEqual(b[2], 2) + self.assertEqual(b[2:10], [2,3,4]) + + b *= 2 + self.assertEqual(b[:], [0, 1, 2, 3, 4, 0, 1, 2, 3, 4]) + + self.assertEqual(b + [5, 6], [0, 1, 2, 3, 4, 0, 1, 2, 3, 4, 5, 6]) + + self.assertEqual(a[:], list(range(10))) + + d = [a, b] + e = self.list(d) + self.assertEqual( + [element[:] for element in e], + [[0, 1, 2, 3, 4, 5, 6, 7, 8, 9], [0, 1, 2, 3, 4, 0, 1, 2, 3, 4]] + ) + + f = self.list([a]) + a.append('hello') + self.assertEqual(f[0][:], [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 'hello']) + + def test_list_iter(self): + a = self.list(list(range(10))) + it = iter(a) + self.assertEqual(list(it), list(range(10))) + self.assertEqual(list(it), []) # exhausted + # list modified during iteration + it = iter(a) + a[0] = 100 + self.assertEqual(next(it), 100) + + def test_list_proxy_in_list(self): + a = self.list([self.list(range(3)) for _i in range(3)]) + self.assertEqual([inner[:] for inner in a], [[0, 1, 2]] * 3) + + a[0][-1] = 55 + self.assertEqual(a[0][:], [0, 1, 55]) + for i in range(1, 3): + self.assertEqual(a[i][:], [0, 1, 2]) + + self.assertEqual(a[1].pop(), 2) + self.assertEqual(len(a[1]), 2) + for i in range(0, 3, 2): + self.assertEqual(len(a[i]), 3) + + del a + + b = self.list() + b.append(b) + del b + + def test_dict(self): + d = self.dict() + indices = list(range(65, 70)) + for i in indices: + d[i] = chr(i) + self.assertEqual(d.copy(), dict((i, chr(i)) for i in indices)) + self.assertEqual(sorted(d.keys()), indices) + self.assertEqual(sorted(d.values()), [chr(i) for i in indices]) + self.assertEqual(sorted(d.items()), [(i, chr(i)) for i in indices]) + + def test_dict_iter(self): + d = self.dict() + indices = list(range(65, 70)) + for i in indices: + d[i] = chr(i) + it = iter(d) + self.assertEqual(list(it), indices) + self.assertEqual(list(it), []) # exhausted + # dictionary changed size during iteration + it = iter(d) + d.clear() + self.assertRaises(RuntimeError, next, it) + + def test_dict_proxy_nested(self): + pets = self.dict(ferrets=2, hamsters=4) + supplies = self.dict(water=10, feed=3) + d = self.dict(pets=pets, supplies=supplies) + + self.assertEqual(supplies['water'], 10) + self.assertEqual(d['supplies']['water'], 10) + + d['supplies']['blankets'] = 5 + self.assertEqual(supplies['blankets'], 5) + self.assertEqual(d['supplies']['blankets'], 5) + + d['supplies']['water'] = 7 + self.assertEqual(supplies['water'], 7) + self.assertEqual(d['supplies']['water'], 7) + + del pets + del supplies + self.assertEqual(d['pets']['ferrets'], 2) + d['supplies']['blankets'] = 11 + self.assertEqual(d['supplies']['blankets'], 11) + + pets = d['pets'] + supplies = d['supplies'] + supplies['water'] = 7 + self.assertEqual(supplies['water'], 7) + self.assertEqual(d['supplies']['water'], 7) + + d.clear() + self.assertEqual(len(d), 0) + self.assertEqual(supplies['water'], 7) + self.assertEqual(pets['hamsters'], 4) + + l = self.list([pets, supplies]) + l[0]['marmots'] = 1 + self.assertEqual(pets['marmots'], 1) + self.assertEqual(l[0]['marmots'], 1) + + del pets + del supplies + self.assertEqual(l[0]['marmots'], 1) + + outer = self.list([[88, 99], l]) + self.assertIsInstance(outer[0], list) # Not a ListProxy + self.assertEqual(outer[-1][-1]['feed'], 3) + + def test_nested_queue(self): + a = self.list() # Test queue inside list + a.append(self.Queue()) + a[0].put(123) + self.assertEqual(a[0].get(), 123) + b = self.dict() # Test queue inside dict + b[0] = self.Queue() + b[0].put(456) + self.assertEqual(b[0].get(), 456) + + def test_namespace(self): + n = self.Namespace() + n.name = 'Bob' + n.job = 'Builder' + n._hidden = 'hidden' + self.assertEqual((n.name, n.job), ('Bob', 'Builder')) + del n.job + self.assertEqual(str(n), "Namespace(name='Bob')") + self.assertTrue(hasattr(n, 'name')) + self.assertTrue(not hasattr(n, 'job')) + +# +# +# + +def sqr(x, wait=0.0): + time.sleep(wait) + return x*x + +def mul(x, y): + return x*y + +def raise_large_valuerror(wait): + time.sleep(wait) + raise ValueError("x" * 1024**2) + +def identity(x): + return x + +class CountedObject(object): + n_instances = 0 + + def __new__(cls): + cls.n_instances += 1 + return object.__new__(cls) + + def __del__(self): + type(self).n_instances -= 1 + +class SayWhenError(ValueError): pass + +def exception_throwing_generator(total, when): + if when == -1: + raise SayWhenError("Somebody said when") + for i in range(total): + if i == when: + raise SayWhenError("Somebody said when") + yield i + + +class _TestPool(BaseTestCase): + + @classmethod + def setUpClass(cls): + super().setUpClass() + cls.pool = cls.Pool(4) + + @classmethod + def tearDownClass(cls): + cls.pool.terminate() + cls.pool.join() + cls.pool = None + super().tearDownClass() + + def test_apply(self): + papply = self.pool.apply + self.assertEqual(papply(sqr, (5,)), sqr(5)) + self.assertEqual(papply(sqr, (), {'x':3}), sqr(x=3)) + + def test_map(self): + pmap = self.pool.map + self.assertEqual(pmap(sqr, list(range(10))), list(map(sqr, list(range(10))))) + self.assertEqual(pmap(sqr, list(range(100)), chunksize=20), + list(map(sqr, list(range(100))))) + + def test_starmap(self): + psmap = self.pool.starmap + tuples = list(zip(range(10), range(9,-1, -1))) + self.assertEqual(psmap(mul, tuples), + list(itertools.starmap(mul, tuples))) + tuples = list(zip(range(100), range(99,-1, -1))) + self.assertEqual(psmap(mul, tuples, chunksize=20), + list(itertools.starmap(mul, tuples))) + + def test_starmap_async(self): + tuples = list(zip(range(100), range(99,-1, -1))) + self.assertEqual(self.pool.starmap_async(mul, tuples).get(), + list(itertools.starmap(mul, tuples))) + + def test_map_async(self): + self.assertEqual(self.pool.map_async(sqr, list(range(10))).get(), + list(map(sqr, list(range(10))))) + + def test_map_async_callbacks(self): + call_args = self.manager.list() if self.TYPE == 'manager' else [] + self.pool.map_async(int, ['1'], + callback=call_args.append, + error_callback=call_args.append).wait() + self.assertEqual(1, len(call_args)) + self.assertEqual([1], call_args[0]) + self.pool.map_async(int, ['a'], + callback=call_args.append, + error_callback=call_args.append).wait() + self.assertEqual(2, len(call_args)) + self.assertIsInstance(call_args[1], ValueError) + + def test_map_unplicklable(self): + # Issue #19425 -- failure to pickle should not cause a hang + if self.TYPE == 'threads': + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + class A(object): + def __reduce__(self): + raise RuntimeError('cannot pickle') + with self.assertRaises(RuntimeError): + self.pool.map(sqr, [A()]*10) + + def test_map_chunksize(self): + try: + self.pool.map_async(sqr, [], chunksize=1).get(timeout=TIMEOUT1) + except multiprocessing.TimeoutError: + self.fail("pool.map_async with chunksize stalled on null list") + + def test_map_handle_iterable_exception(self): + if self.TYPE == 'manager': + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + # SayWhenError seen at the very first of the iterable + with self.assertRaises(SayWhenError): + self.pool.map(sqr, exception_throwing_generator(1, -1), 1) + # again, make sure it's reentrant + with self.assertRaises(SayWhenError): + self.pool.map(sqr, exception_throwing_generator(1, -1), 1) + + with self.assertRaises(SayWhenError): + self.pool.map(sqr, exception_throwing_generator(10, 3), 1) + + class SpecialIterable: + def __iter__(self): + return self + def __next__(self): + raise SayWhenError + def __len__(self): + return 1 + with self.assertRaises(SayWhenError): + self.pool.map(sqr, SpecialIterable(), 1) + with self.assertRaises(SayWhenError): + self.pool.map(sqr, SpecialIterable(), 1) + + def test_async(self): + res = self.pool.apply_async(sqr, (7, TIMEOUT1,)) + get = TimingWrapper(res.get) + self.assertEqual(get(), 49) + self.assertTimingAlmostEqual(get.elapsed, TIMEOUT1) + + def test_async_timeout(self): + res = self.pool.apply_async(sqr, (6, TIMEOUT2 + 1.0)) + get = TimingWrapper(res.get) + self.assertRaises(multiprocessing.TimeoutError, get, timeout=TIMEOUT2) + self.assertTimingAlmostEqual(get.elapsed, TIMEOUT2) + + def test_imap(self): + it = self.pool.imap(sqr, list(range(10))) + self.assertEqual(list(it), list(map(sqr, list(range(10))))) + + it = self.pool.imap(sqr, list(range(10))) + for i in range(10): + self.assertEqual(next(it), i*i) + self.assertRaises(StopIteration, it.__next__) + + it = self.pool.imap(sqr, list(range(1000)), chunksize=100) + for i in range(1000): + self.assertEqual(next(it), i*i) + self.assertRaises(StopIteration, it.__next__) + + def test_imap_handle_iterable_exception(self): + if self.TYPE == 'manager': + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + # SayWhenError seen at the very first of the iterable + it = self.pool.imap(sqr, exception_throwing_generator(1, -1), 1) + self.assertRaises(SayWhenError, it.__next__) + # again, make sure it's reentrant + it = self.pool.imap(sqr, exception_throwing_generator(1, -1), 1) + self.assertRaises(SayWhenError, it.__next__) + + it = self.pool.imap(sqr, exception_throwing_generator(10, 3), 1) + for i in range(3): + self.assertEqual(next(it), i*i) + self.assertRaises(SayWhenError, it.__next__) + + # SayWhenError seen at start of problematic chunk's results + it = self.pool.imap(sqr, exception_throwing_generator(20, 7), 2) + for i in range(6): + self.assertEqual(next(it), i*i) + self.assertRaises(SayWhenError, it.__next__) + it = self.pool.imap(sqr, exception_throwing_generator(20, 7), 4) + for i in range(4): + self.assertEqual(next(it), i*i) + self.assertRaises(SayWhenError, it.__next__) + + def test_imap_unordered(self): + it = self.pool.imap_unordered(sqr, list(range(10))) + self.assertEqual(sorted(it), list(map(sqr, list(range(10))))) + + it = self.pool.imap_unordered(sqr, list(range(1000)), chunksize=100) + self.assertEqual(sorted(it), list(map(sqr, list(range(1000))))) + + def test_imap_unordered_handle_iterable_exception(self): + if self.TYPE == 'manager': + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + # SayWhenError seen at the very first of the iterable + it = self.pool.imap_unordered(sqr, + exception_throwing_generator(1, -1), + 1) + self.assertRaises(SayWhenError, it.__next__) + # again, make sure it's reentrant + it = self.pool.imap_unordered(sqr, + exception_throwing_generator(1, -1), + 1) + self.assertRaises(SayWhenError, it.__next__) + + it = self.pool.imap_unordered(sqr, + exception_throwing_generator(10, 3), + 1) + expected_values = list(map(sqr, list(range(10)))) + with self.assertRaises(SayWhenError): + # imap_unordered makes it difficult to anticipate the SayWhenError + for i in range(10): + value = next(it) + self.assertIn(value, expected_values) + expected_values.remove(value) + + it = self.pool.imap_unordered(sqr, + exception_throwing_generator(20, 7), + 2) + expected_values = list(map(sqr, list(range(20)))) + with self.assertRaises(SayWhenError): + for i in range(20): + value = next(it) + self.assertIn(value, expected_values) + expected_values.remove(value) + + def test_make_pool(self): + expected_error = (RemoteError if self.TYPE == 'manager' + else ValueError) + + self.assertRaises(expected_error, self.Pool, -1) + self.assertRaises(expected_error, self.Pool, 0) + + if self.TYPE != 'manager': + p = self.Pool(3) + try: + self.assertEqual(3, len(p._pool)) + finally: + p.close() + p.join() + + def test_terminate(self): + result = self.pool.map_async( + time.sleep, [0.1 for i in range(10000)], chunksize=1 + ) + self.pool.terminate() + join = TimingWrapper(self.pool.join) + join() + # Sanity check the pool didn't wait for all tasks to finish + self.assertLess(join.elapsed, 2.0) + + def test_empty_iterable(self): + # See Issue 12157 + p = self.Pool(1) + + self.assertEqual(p.map(sqr, []), []) + self.assertEqual(list(p.imap(sqr, [])), []) + self.assertEqual(list(p.imap_unordered(sqr, [])), []) + self.assertEqual(p.map_async(sqr, []).get(), []) + + p.close() + p.join() + + def test_context(self): + if self.TYPE == 'processes': + L = list(range(10)) + expected = [sqr(i) for i in L] + with self.Pool(2) as p: + r = p.map_async(sqr, L) + self.assertEqual(r.get(), expected) + p.join() + self.assertRaises(ValueError, p.map_async, sqr, L) + + @classmethod + def _test_traceback(cls): + raise RuntimeError(123) # some comment + + @unittest.skipIf(True, "fails with is_dill(obj, child=True)") + def test_traceback(self): + # We want ensure that the traceback from the child process is + # contained in the traceback raised in the main process. + if self.TYPE == 'processes': + with self.Pool(1) as p: + try: + p.apply(self._test_traceback) + except Exception as e: + exc = e + else: + self.fail('expected RuntimeError') + p.join() + self.assertIs(type(exc), RuntimeError) + self.assertEqual(exc.args, (123,)) + cause = exc.__cause__ + self.assertIs(type(cause), multiprocessing.pool.RemoteTraceback) + self.assertIn('raise RuntimeError(123) # some comment', cause.tb) + + with test.support.captured_stderr() as f1: + try: + raise exc + except RuntimeError: + sys.excepthook(*sys.exc_info()) + self.assertIn('raise RuntimeError(123) # some comment', + f1.getvalue()) + # _helper_reraises_exception should not make the error + # a remote exception + with self.Pool(1) as p: + try: + p.map(sqr, exception_throwing_generator(1, -1), 1) + except Exception as e: + exc = e + else: + self.fail('expected SayWhenError') + self.assertIs(type(exc), SayWhenError) + self.assertIs(exc.__cause__, None) + p.join() + + @classmethod + def _test_wrapped_exception(cls): + raise RuntimeError('foo') + + @unittest.skipIf(True, "fails with is_dill(obj, child=True)") + def test_wrapped_exception(self): + # Issue #20980: Should not wrap exception when using thread pool + with self.Pool(1) as p: + with self.assertRaises(RuntimeError): + p.apply(self._test_wrapped_exception) + p.join() + + def test_map_no_failfast(self): + # Issue #23992: the fail-fast behaviour when an exception is raised + # during map() would make Pool.join() deadlock, because a worker + # process would fill the result queue (after the result handler thread + # terminated, hence not draining it anymore). + + t_start = time.monotonic() + + with self.assertRaises(ValueError): + with self.Pool(2) as p: + try: + p.map(raise_large_valuerror, [0, 1]) + finally: + time.sleep(0.5) + p.close() + p.join() + + # check that we indeed waited for all jobs + self.assertGreater(time.monotonic() - t_start, 0.9) + + def test_release_task_refs(self): + # Issue #29861: task arguments and results should not be kept + # alive after we are done with them. + objs = [CountedObject() for i in range(10)] + refs = [weakref.ref(o) for o in objs] + self.pool.map(identity, objs) + + del objs + gc.collect() # For PyPy or other GCs. + time.sleep(DELTA) # let threaded cleanup code run + self.assertEqual(set(wr() for wr in refs), {None}) + # With a process pool, copies of the objects are returned, check + # they were released too. + self.assertEqual(CountedObject.n_instances, 0) + + def test_enter(self): + if self.TYPE == 'manager': + self.skipTest("test not applicable to manager") + + pool = self.Pool(1) + with pool: + pass + # call pool.terminate() + # pool is no longer running + + with self.assertRaises(ValueError): + # bpo-35477: pool.__enter__() fails if the pool is not running + with pool: + pass + pool.join() + + def test_resource_warning(self): + if self.TYPE == 'manager': + self.skipTest("test not applicable to manager") + + pool = self.Pool(1) + pool.terminate() + pool.join() + + # force state to RUN to emit ResourceWarning in __del__() + pool._state = multiprocessing.pool.RUN + + with warnings_helper.check_warnings( + ('unclosed running multiprocessing pool', ResourceWarning)): + pool = None + support.gc_collect() + +def raising(): + raise KeyError("key") + +def unpickleable_result(): + return lambda: 42 + +class _TestPoolWorkerErrors(BaseTestCase): + ALLOWED_TYPES = ('processes', ) + + def test_async_error_callback(self): + p = multiprocessing.Pool(2) + + scratchpad = [None] + def errback(exc): + scratchpad[0] = exc + + res = p.apply_async(raising, error_callback=errback) + self.assertRaises(KeyError, res.get) + self.assertTrue(scratchpad[0]) + self.assertIsInstance(scratchpad[0], KeyError) + + p.close() + p.join() + + def _test_unpickleable_result(self): + from multiprocess.pool import MaybeEncodingError + p = multiprocessing.Pool(2) + + # Make sure we don't lose pool processes because of encoding errors. + for iteration in range(20): + + scratchpad = [None] + def errback(exc): + scratchpad[0] = exc + + res = p.apply_async(unpickleable_result, error_callback=errback) + self.assertRaises(MaybeEncodingError, res.get) + wrapped = scratchpad[0] + self.assertTrue(wrapped) + self.assertIsInstance(scratchpad[0], MaybeEncodingError) + self.assertIsNotNone(wrapped.exc) + self.assertIsNotNone(wrapped.value) + + p.close() + p.join() + +class _TestPoolWorkerLifetime(BaseTestCase): + ALLOWED_TYPES = ('processes', ) + + def test_pool_worker_lifetime(self): + p = multiprocessing.Pool(3, maxtasksperchild=10) + self.assertEqual(3, len(p._pool)) + origworkerpids = [w.pid for w in p._pool] + # Run many tasks so each worker gets replaced (hopefully) + results = [] + for i in range(100): + results.append(p.apply_async(sqr, (i, ))) + # Fetch the results and verify we got the right answers, + # also ensuring all the tasks have completed. + for (j, res) in enumerate(results): + self.assertEqual(res.get(), sqr(j)) + # Refill the pool + p._repopulate_pool() + # Wait until all workers are alive + # (countdown * DELTA = 5 seconds max startup process time) + countdown = 50 + while countdown and not all(w.is_alive() for w in p._pool): + countdown -= 1 + time.sleep(DELTA) + finalworkerpids = [w.pid for w in p._pool] + # All pids should be assigned. See issue #7805. + self.assertNotIn(None, origworkerpids) + self.assertNotIn(None, finalworkerpids) + # Finally, check that the worker pids have changed + self.assertNotEqual(sorted(origworkerpids), sorted(finalworkerpids)) + p.close() + p.join() + + def test_pool_worker_lifetime_early_close(self): + # Issue #10332: closing a pool whose workers have limited lifetimes + # before all the tasks completed would make join() hang. + p = multiprocessing.Pool(3, maxtasksperchild=1) + results = [] + for i in range(6): + results.append(p.apply_async(sqr, (i, 0.3))) + p.close() + p.join() + # check the results + for (j, res) in enumerate(results): + self.assertEqual(res.get(), sqr(j)) + + def test_pool_maxtasksperchild_invalid(self): + for value in [0, -1, 0.5, "12"]: + with self.assertRaises(ValueError): + multiprocessing.Pool(3, maxtasksperchild=value) + + def test_worker_finalization_via_atexit_handler_of_multiprocessing(self): + # tests cases against bpo-38744 and bpo-39360 + cmd = '''if 1: + from multiprocess import Pool + problem = None + class A: + def __init__(self): + self.pool = Pool(processes=1) + def test(): + global problem + problem = A() + problem.pool.map(float, tuple(range(10))) + if __name__ == "__main__": + test() + ''' + rc, out, err = test.support.script_helper.assert_python_ok('-c', cmd, **ENV) + self.assertEqual(rc, 0) + +# +# Test of creating a customized manager class +# + +from multiprocess.managers import BaseManager, BaseProxy, RemoteError + +class FooBar(object): + def f(self): + return 'f()' + def g(self): + raise ValueError + def _h(self): + return '_h()' + +def baz(): + for i in range(10): + yield i*i + +class IteratorProxy(BaseProxy): + _exposed_ = ('__next__',) + def __iter__(self): + return self + def __next__(self): + return self._callmethod('__next__') + +class MyManager(BaseManager): + pass + +MyManager.register('Foo', callable=FooBar) +MyManager.register('Bar', callable=FooBar, exposed=('f', '_h')) +MyManager.register('baz', callable=baz, proxytype=IteratorProxy) + + +class _TestMyManager(BaseTestCase): + + ALLOWED_TYPES = ('manager',) + + def test_mymanager(self): + manager = MyManager() + manager.start() + self.common(manager) + manager.shutdown() + + # bpo-30356: BaseManager._finalize_manager() sends SIGTERM + # to the manager process if it takes longer than 1 second to stop, + # which happens on slow buildbots. + self.assertIn(manager._process.exitcode, (0, -signal.SIGTERM)) + + def test_mymanager_context(self): + with MyManager() as manager: + self.common(manager) + # bpo-30356: BaseManager._finalize_manager() sends SIGTERM + # to the manager process if it takes longer than 1 second to stop, + # which happens on slow buildbots. + self.assertIn(manager._process.exitcode, (0, -signal.SIGTERM)) + + def test_mymanager_context_prestarted(self): + manager = MyManager() + manager.start() + with manager: + self.common(manager) + self.assertEqual(manager._process.exitcode, 0) + + def common(self, manager): + foo = manager.Foo() + bar = manager.Bar() + baz = manager.baz() + + foo_methods = [name for name in ('f', 'g', '_h') if hasattr(foo, name)] + bar_methods = [name for name in ('f', 'g', '_h') if hasattr(bar, name)] + + self.assertEqual(foo_methods, ['f', 'g']) + self.assertEqual(bar_methods, ['f', '_h']) + + self.assertEqual(foo.f(), 'f()') + self.assertRaises(ValueError, foo.g) + self.assertEqual(foo._callmethod('f'), 'f()') + self.assertRaises(RemoteError, foo._callmethod, '_h') + + self.assertEqual(bar.f(), 'f()') + self.assertEqual(bar._h(), '_h()') + self.assertEqual(bar._callmethod('f'), 'f()') + self.assertEqual(bar._callmethod('_h'), '_h()') + + self.assertEqual(list(baz), [i*i for i in range(10)]) + + +# +# Test of connecting to a remote server and using xmlrpclib for serialization +# + +_queue = pyqueue.Queue() +def get_queue(): + return _queue + +class QueueManager(BaseManager): + '''manager class used by server process''' +QueueManager.register('get_queue', callable=get_queue) + +class QueueManager2(BaseManager): + '''manager class which specifies the same interface as QueueManager''' +QueueManager2.register('get_queue') + + +SERIALIZER = 'xmlrpclib' + +class _TestRemoteManager(BaseTestCase): + + ALLOWED_TYPES = ('manager',) + values = ['hello world', None, True, 2.25, + 'hall\xe5 v\xe4rlden', + '\u043f\u0440\u0438\u0432\u0456\u0442 \u0441\u0432\u0456\u0442', + b'hall\xe5 v\xe4rlden', + ] + result = values[:] + + @classmethod + def _putter(cls, address, authkey): + manager = QueueManager2( + address=address, authkey=authkey, serializer=SERIALIZER + ) + manager.connect() + queue = manager.get_queue() + # Note that xmlrpclib will deserialize object as a list not a tuple + queue.put(tuple(cls.values)) + + def test_remote(self): + authkey = os.urandom(32) + + manager = QueueManager( + address=(socket_helper.HOST, 0), authkey=authkey, serializer=SERIALIZER + ) + manager.start() + self.addCleanup(manager.shutdown) + + p = self.Process(target=self._putter, args=(manager.address, authkey)) + p.daemon = True + p.start() + + manager2 = QueueManager2( + address=manager.address, authkey=authkey, serializer=SERIALIZER + ) + manager2.connect() + queue = manager2.get_queue() + + self.assertEqual(queue.get(), self.result) + + # Because we are using xmlrpclib for serialization instead of + # pickle this will cause a serialization error. + self.assertRaises(Exception, queue.put, time.sleep) + + # Make queue finalizer run before the server is stopped + del queue + + +@hashlib_helper.requires_hashdigest('md5') +class _TestManagerRestart(BaseTestCase): + + @classmethod + def _putter(cls, address, authkey): + manager = QueueManager( + address=address, authkey=authkey, serializer=SERIALIZER) + manager.connect() + queue = manager.get_queue() + queue.put('hello world') + + def test_rapid_restart(self): + authkey = os.urandom(32) + manager = QueueManager( + address=(socket_helper.HOST, 0), authkey=authkey, serializer=SERIALIZER) + try: + srvr = manager.get_server() + addr = srvr.address + # Close the connection.Listener socket which gets opened as a part + # of manager.get_server(). It's not needed for the test. + srvr.listener.close() + manager.start() + + p = self.Process(target=self._putter, args=(manager.address, authkey)) + p.start() + p.join() + queue = manager.get_queue() + self.assertEqual(queue.get(), 'hello world') + del queue + finally: + if hasattr(manager, "shutdown"): + manager.shutdown() + + manager = QueueManager( + address=addr, authkey=authkey, serializer=SERIALIZER) + try: + manager.start() + self.addCleanup(manager.shutdown) + except OSError as e: + if e.errno != errno.EADDRINUSE: + raise + # Retry after some time, in case the old socket was lingering + # (sporadic failure on buildbots) + time.sleep(1.0) + manager = QueueManager( + address=addr, authkey=authkey, serializer=SERIALIZER) + if hasattr(manager, "shutdown"): + self.addCleanup(manager.shutdown) + +# +# +# + +SENTINEL = latin('') + +class _TestConnection(BaseTestCase): + + ALLOWED_TYPES = ('processes', 'threads') + + @classmethod + def _echo(cls, conn): + for msg in iter(conn.recv_bytes, SENTINEL): + conn.send_bytes(msg) + conn.close() + + def test_connection(self): + conn, child_conn = self.Pipe() + + p = self.Process(target=self._echo, args=(child_conn,)) + p.daemon = True + p.start() + + seq = [1, 2.25, None] + msg = latin('hello world') + longmsg = msg * 10 + arr = array.array('i', list(range(4))) + + if self.TYPE == 'processes': + self.assertEqual(type(conn.fileno()), int) + + self.assertEqual(conn.send(seq), None) + self.assertEqual(conn.recv(), seq) + + self.assertEqual(conn.send_bytes(msg), None) + self.assertEqual(conn.recv_bytes(), msg) + + if self.TYPE == 'processes': + buffer = array.array('i', [0]*10) + expected = list(arr) + [0] * (10 - len(arr)) + self.assertEqual(conn.send_bytes(arr), None) + self.assertEqual(conn.recv_bytes_into(buffer), + len(arr) * buffer.itemsize) + self.assertEqual(list(buffer), expected) + + buffer = array.array('i', [0]*10) + expected = [0] * 3 + list(arr) + [0] * (10 - 3 - len(arr)) + self.assertEqual(conn.send_bytes(arr), None) + self.assertEqual(conn.recv_bytes_into(buffer, 3 * buffer.itemsize), + len(arr) * buffer.itemsize) + self.assertEqual(list(buffer), expected) + + buffer = bytearray(latin(' ' * 40)) + self.assertEqual(conn.send_bytes(longmsg), None) + try: + res = conn.recv_bytes_into(buffer) + except multiprocessing.BufferTooShort as e: + self.assertEqual(e.args, (longmsg,)) + else: + self.fail('expected BufferTooShort, got %s' % res) + + poll = TimingWrapper(conn.poll) + + self.assertEqual(poll(), False) + self.assertTimingAlmostEqual(poll.elapsed, 0) + + self.assertEqual(poll(-1), False) + self.assertTimingAlmostEqual(poll.elapsed, 0) + + self.assertEqual(poll(TIMEOUT1), False) + self.assertTimingAlmostEqual(poll.elapsed, TIMEOUT1) + + conn.send(None) + time.sleep(.1) + + self.assertEqual(poll(TIMEOUT1), True) + self.assertTimingAlmostEqual(poll.elapsed, 0) + + self.assertEqual(conn.recv(), None) + + really_big_msg = latin('X') * (1024 * 1024 * 16) # 16Mb + conn.send_bytes(really_big_msg) + self.assertEqual(conn.recv_bytes(), really_big_msg) + + conn.send_bytes(SENTINEL) # tell child to quit + child_conn.close() + + if self.TYPE == 'processes': + self.assertEqual(conn.readable, True) + self.assertEqual(conn.writable, True) + self.assertRaises(EOFError, conn.recv) + self.assertRaises(EOFError, conn.recv_bytes) + + p.join() + + def test_duplex_false(self): + reader, writer = self.Pipe(duplex=False) + self.assertEqual(writer.send(1), None) + self.assertEqual(reader.recv(), 1) + if self.TYPE == 'processes': + self.assertEqual(reader.readable, True) + self.assertEqual(reader.writable, False) + self.assertEqual(writer.readable, False) + self.assertEqual(writer.writable, True) + self.assertRaises(OSError, reader.send, 2) + self.assertRaises(OSError, writer.recv) + self.assertRaises(OSError, writer.poll) + + def test_spawn_close(self): + # We test that a pipe connection can be closed by parent + # process immediately after child is spawned. On Windows this + # would have sometimes failed on old versions because + # child_conn would be closed before the child got a chance to + # duplicate it. + conn, child_conn = self.Pipe() + + p = self.Process(target=self._echo, args=(child_conn,)) + p.daemon = True + p.start() + child_conn.close() # this might complete before child initializes + + msg = latin('hello') + conn.send_bytes(msg) + self.assertEqual(conn.recv_bytes(), msg) + + conn.send_bytes(SENTINEL) + conn.close() + p.join() + + def test_sendbytes(self): + if self.TYPE != 'processes': + self.skipTest('test not appropriate for {}'.format(self.TYPE)) + + msg = latin('abcdefghijklmnopqrstuvwxyz') + a, b = self.Pipe() + + a.send_bytes(msg) + self.assertEqual(b.recv_bytes(), msg) + + a.send_bytes(msg, 5) + self.assertEqual(b.recv_bytes(), msg[5:]) + + a.send_bytes(msg, 7, 8) + self.assertEqual(b.recv_bytes(), msg[7:7+8]) + + a.send_bytes(msg, 26) + self.assertEqual(b.recv_bytes(), latin('')) + + a.send_bytes(msg, 26, 0) + self.assertEqual(b.recv_bytes(), latin('')) + + self.assertRaises(ValueError, a.send_bytes, msg, 27) + + self.assertRaises(ValueError, a.send_bytes, msg, 22, 5) + + self.assertRaises(ValueError, a.send_bytes, msg, 26, 1) + + self.assertRaises(ValueError, a.send_bytes, msg, -1) + + self.assertRaises(ValueError, a.send_bytes, msg, 4, -1) + + @classmethod + def _is_fd_assigned(cls, fd): + try: + os.fstat(fd) + except OSError as e: + if e.errno == errno.EBADF: + return False + raise + else: + return True + + @classmethod + def _writefd(cls, conn, data, create_dummy_fds=False): + if create_dummy_fds: + for i in range(0, 256): + if not cls._is_fd_assigned(i): + os.dup2(conn.fileno(), i) + fd = reduction.recv_handle(conn) + if msvcrt: + fd = msvcrt.open_osfhandle(fd, os.O_WRONLY) + os.write(fd, data) + os.close(fd) + + @unittest.skipUnless(HAS_REDUCTION, "test needs multiprocessing.reduction") + def test_fd_transfer(self): + if self.TYPE != 'processes': + self.skipTest("only makes sense with processes") + conn, child_conn = self.Pipe(duplex=True) + + p = self.Process(target=self._writefd, args=(child_conn, b"foo")) + p.daemon = True + p.start() + self.addCleanup(os_helper.unlink, os_helper.TESTFN) + with open(os_helper.TESTFN, "wb") as f: + fd = f.fileno() + if msvcrt: + fd = msvcrt.get_osfhandle(fd) + reduction.send_handle(conn, fd, p.pid) + p.join() + with open(os_helper.TESTFN, "rb") as f: + self.assertEqual(f.read(), b"foo") + + @unittest.skipUnless(HAS_REDUCTION, "test needs multiprocessing.reduction") + @unittest.skipIf(sys.platform == "win32", + "test semantics don't make sense on Windows") + @unittest.skipIf(MAXFD <= 256, + "largest assignable fd number is too small") + @unittest.skipUnless(hasattr(os, "dup2"), + "test needs os.dup2()") + def test_large_fd_transfer(self): + # With fd > 256 (issue #11657) + if self.TYPE != 'processes': + self.skipTest("only makes sense with processes") + conn, child_conn = self.Pipe(duplex=True) + + p = self.Process(target=self._writefd, args=(child_conn, b"bar", True)) + p.daemon = True + p.start() + self.addCleanup(os_helper.unlink, os_helper.TESTFN) + with open(os_helper.TESTFN, "wb") as f: + fd = f.fileno() + for newfd in range(256, MAXFD): + if not self._is_fd_assigned(newfd): + break + else: + self.fail("could not find an unassigned large file descriptor") + os.dup2(fd, newfd) + try: + reduction.send_handle(conn, newfd, p.pid) + finally: + os.close(newfd) + p.join() + with open(os_helper.TESTFN, "rb") as f: + self.assertEqual(f.read(), b"bar") + + @classmethod + def _send_data_without_fd(self, conn): + os.write(conn.fileno(), b"\0") + + @unittest.skipUnless(HAS_REDUCTION, "test needs multiprocessing.reduction") + @unittest.skipIf(sys.platform == "win32", "doesn't make sense on Windows") + def test_missing_fd_transfer(self): + # Check that exception is raised when received data is not + # accompanied by a file descriptor in ancillary data. + if self.TYPE != 'processes': + self.skipTest("only makes sense with processes") + conn, child_conn = self.Pipe(duplex=True) + + p = self.Process(target=self._send_data_without_fd, args=(child_conn,)) + p.daemon = True + p.start() + self.assertRaises(RuntimeError, reduction.recv_handle, conn) + p.join() + + def test_context(self): + a, b = self.Pipe() + + with a, b: + a.send(1729) + self.assertEqual(b.recv(), 1729) + if self.TYPE == 'processes': + self.assertFalse(a.closed) + self.assertFalse(b.closed) + + if self.TYPE == 'processes': + self.assertTrue(a.closed) + self.assertTrue(b.closed) + self.assertRaises(OSError, a.recv) + self.assertRaises(OSError, b.recv) + +class _TestListener(BaseTestCase): + + ALLOWED_TYPES = ('processes',) + + def test_multiple_bind(self): + for family in self.connection.families: + l = self.connection.Listener(family=family) + self.addCleanup(l.close) + self.assertRaises(OSError, self.connection.Listener, + l.address, family) + + def test_context(self): + with self.connection.Listener() as l: + with self.connection.Client(l.address) as c: + with l.accept() as d: + c.send(1729) + self.assertEqual(d.recv(), 1729) + + if self.TYPE == 'processes': + self.assertRaises(OSError, l.accept) + + @unittest.skipUnless(util.abstract_sockets_supported, + "test needs abstract socket support") + def test_abstract_socket(self): + with self.connection.Listener("\0something") as listener: + with self.connection.Client(listener.address) as client: + with listener.accept() as d: + client.send(1729) + self.assertEqual(d.recv(), 1729) + + if self.TYPE == 'processes': + self.assertRaises(OSError, listener.accept) + + +class _TestListenerClient(BaseTestCase): + + ALLOWED_TYPES = ('processes', 'threads') + + @classmethod + def _test(cls, address): + conn = cls.connection.Client(address) + conn.send('hello') + conn.close() + + def test_listener_client(self): + for family in self.connection.families: + l = self.connection.Listener(family=family) + p = self.Process(target=self._test, args=(l.address,)) + p.daemon = True + p.start() + conn = l.accept() + self.assertEqual(conn.recv(), 'hello') + p.join() + l.close() + + def test_issue14725(self): + l = self.connection.Listener() + p = self.Process(target=self._test, args=(l.address,)) + p.daemon = True + p.start() + time.sleep(1) + # On Windows the client process should by now have connected, + # written data and closed the pipe handle by now. This causes + # ConnectNamdedPipe() to fail with ERROR_NO_DATA. See Issue + # 14725. + conn = l.accept() + self.assertEqual(conn.recv(), 'hello') + conn.close() + p.join() + l.close() + + def test_issue16955(self): + for fam in self.connection.families: + l = self.connection.Listener(family=fam) + c = self.connection.Client(l.address) + a = l.accept() + a.send_bytes(b"hello") + self.assertTrue(c.poll(1)) + a.close() + c.close() + l.close() + +class _TestPoll(BaseTestCase): + + ALLOWED_TYPES = ('processes', 'threads') + + def test_empty_string(self): + a, b = self.Pipe() + self.assertEqual(a.poll(), False) + b.send_bytes(b'') + self.assertEqual(a.poll(), True) + self.assertEqual(a.poll(), True) + + @classmethod + def _child_strings(cls, conn, strings): + for s in strings: + time.sleep(0.1) + conn.send_bytes(s) + conn.close() + + def test_strings(self): + strings = (b'hello', b'', b'a', b'b', b'', b'bye', b'', b'lop') + a, b = self.Pipe() + p = self.Process(target=self._child_strings, args=(b, strings)) + p.start() + + for s in strings: + for i in range(200): + if a.poll(0.01): + break + x = a.recv_bytes() + self.assertEqual(s, x) + + p.join() + + @classmethod + def _child_boundaries(cls, r): + # Polling may "pull" a message in to the child process, but we + # don't want it to pull only part of a message, as that would + # corrupt the pipe for any other processes which might later + # read from it. + r.poll(5) + + def test_boundaries(self): + r, w = self.Pipe(False) + p = self.Process(target=self._child_boundaries, args=(r,)) + p.start() + time.sleep(2) + L = [b"first", b"second"] + for obj in L: + w.send_bytes(obj) + w.close() + p.join() + self.assertIn(r.recv_bytes(), L) + + @classmethod + def _child_dont_merge(cls, b): + b.send_bytes(b'a') + b.send_bytes(b'b') + b.send_bytes(b'cd') + + def test_dont_merge(self): + a, b = self.Pipe() + self.assertEqual(a.poll(0.0), False) + self.assertEqual(a.poll(0.1), False) + + p = self.Process(target=self._child_dont_merge, args=(b,)) + p.start() + + self.assertEqual(a.recv_bytes(), b'a') + self.assertEqual(a.poll(1.0), True) + self.assertEqual(a.poll(1.0), True) + self.assertEqual(a.recv_bytes(), b'b') + self.assertEqual(a.poll(1.0), True) + self.assertEqual(a.poll(1.0), True) + self.assertEqual(a.poll(0.0), True) + self.assertEqual(a.recv_bytes(), b'cd') + + p.join() + +# +# Test of sending connection and socket objects between processes +# + +@unittest.skipUnless(HAS_REDUCTION, "test needs multiprocessing.reduction") +@hashlib_helper.requires_hashdigest('md5') +class _TestPicklingConnections(BaseTestCase): + + ALLOWED_TYPES = ('processes',) + + @classmethod + def tearDownClass(cls): + from multiprocess import resource_sharer + resource_sharer.stop(timeout=support.LONG_TIMEOUT) + + @classmethod + def _listener(cls, conn, families): + for fam in families: + l = cls.connection.Listener(family=fam) + conn.send(l.address) + new_conn = l.accept() + conn.send(new_conn) + new_conn.close() + l.close() + + l = socket.create_server((socket_helper.HOST, 0)) + conn.send(l.getsockname()) + new_conn, addr = l.accept() + conn.send(new_conn) + new_conn.close() + l.close() + + conn.recv() + + @classmethod + def _remote(cls, conn): + for (address, msg) in iter(conn.recv, None): + client = cls.connection.Client(address) + client.send(msg.upper()) + client.close() + + address, msg = conn.recv() + client = socket.socket() + client.connect(address) + client.sendall(msg.upper()) + client.close() + + conn.close() + + def test_pickling(self): + families = self.connection.families + + lconn, lconn0 = self.Pipe() + lp = self.Process(target=self._listener, args=(lconn0, families)) + lp.daemon = True + lp.start() + lconn0.close() + + rconn, rconn0 = self.Pipe() + rp = self.Process(target=self._remote, args=(rconn0,)) + rp.daemon = True + rp.start() + rconn0.close() + + for fam in families: + msg = ('This connection uses family %s' % fam).encode('ascii') + address = lconn.recv() + rconn.send((address, msg)) + new_conn = lconn.recv() + self.assertEqual(new_conn.recv(), msg.upper()) + + rconn.send(None) + + msg = latin('This connection uses a normal socket') + address = lconn.recv() + rconn.send((address, msg)) + new_conn = lconn.recv() + buf = [] + while True: + s = new_conn.recv(100) + if not s: + break + buf.append(s) + buf = b''.join(buf) + self.assertEqual(buf, msg.upper()) + new_conn.close() + + lconn.send(None) + + rconn.close() + lconn.close() + + lp.join() + rp.join() + + @classmethod + def child_access(cls, conn): + w = conn.recv() + w.send('all is well') + w.close() + + r = conn.recv() + msg = r.recv() + conn.send(msg*2) + + conn.close() + + def test_access(self): + # On Windows, if we do not specify a destination pid when + # using DupHandle then we need to be careful to use the + # correct access flags for DuplicateHandle(), or else + # DupHandle.detach() will raise PermissionError. For example, + # for a read only pipe handle we should use + # access=FILE_GENERIC_READ. (Unfortunately + # DUPLICATE_SAME_ACCESS does not work.) + conn, child_conn = self.Pipe() + p = self.Process(target=self.child_access, args=(child_conn,)) + p.daemon = True + p.start() + child_conn.close() + + r, w = self.Pipe(duplex=False) + conn.send(w) + w.close() + self.assertEqual(r.recv(), 'all is well') + r.close() + + r, w = self.Pipe(duplex=False) + conn.send(r) + r.close() + w.send('foobar') + w.close() + self.assertEqual(conn.recv(), 'foobar'*2) + + p.join() + +# +# +# + +class _TestHeap(BaseTestCase): + + ALLOWED_TYPES = ('processes',) + + def setUp(self): + super().setUp() + # Make pristine heap for these tests + self.old_heap = multiprocessing.heap.BufferWrapper._heap + multiprocessing.heap.BufferWrapper._heap = multiprocessing.heap.Heap() + + def tearDown(self): + multiprocessing.heap.BufferWrapper._heap = self.old_heap + super().tearDown() + + def test_heap(self): + iterations = 5000 + maxblocks = 50 + blocks = [] + + # get the heap object + heap = multiprocessing.heap.BufferWrapper._heap + heap._DISCARD_FREE_SPACE_LARGER_THAN = 0 + + # create and destroy lots of blocks of different sizes + for i in range(iterations): + size = int(random.lognormvariate(0, 1) * 1000) + b = multiprocessing.heap.BufferWrapper(size) + blocks.append(b) + if len(blocks) > maxblocks: + i = random.randrange(maxblocks) + del blocks[i] + del b + + # verify the state of the heap + with heap._lock: + all = [] + free = 0 + occupied = 0 + for L in list(heap._len_to_seq.values()): + # count all free blocks in arenas + for arena, start, stop in L: + all.append((heap._arenas.index(arena), start, stop, + stop-start, 'free')) + free += (stop-start) + for arena, arena_blocks in heap._allocated_blocks.items(): + # count all allocated blocks in arenas + for start, stop in arena_blocks: + all.append((heap._arenas.index(arena), start, stop, + stop-start, 'occupied')) + occupied += (stop-start) + + self.assertEqual(free + occupied, + sum(arena.size for arena in heap._arenas)) + + all.sort() + + for i in range(len(all)-1): + (arena, start, stop) = all[i][:3] + (narena, nstart, nstop) = all[i+1][:3] + if arena != narena: + # Two different arenas + self.assertEqual(stop, heap._arenas[arena].size) # last block + self.assertEqual(nstart, 0) # first block + else: + # Same arena: two adjacent blocks + self.assertEqual(stop, nstart) + + # test free'ing all blocks + random.shuffle(blocks) + while blocks: + blocks.pop() + + self.assertEqual(heap._n_frees, heap._n_mallocs) + self.assertEqual(len(heap._pending_free_blocks), 0) + self.assertEqual(len(heap._arenas), 0) + self.assertEqual(len(heap._allocated_blocks), 0, heap._allocated_blocks) + self.assertEqual(len(heap._len_to_seq), 0) + + def test_free_from_gc(self): + # Check that freeing of blocks by the garbage collector doesn't deadlock + # (issue #12352). + # Make sure the GC is enabled, and set lower collection thresholds to + # make collections more frequent (and increase the probability of + # deadlock). + if not gc.isenabled(): + gc.enable() + self.addCleanup(gc.disable) + thresholds = gc.get_threshold() + self.addCleanup(gc.set_threshold, *thresholds) + gc.set_threshold(10) + + # perform numerous block allocations, with cyclic references to make + # sure objects are collected asynchronously by the gc + for i in range(5000): + a = multiprocessing.heap.BufferWrapper(1) + b = multiprocessing.heap.BufferWrapper(1) + # circular references + a.buddy = b + b.buddy = a + +# +# +# + +class _Foo(Structure): + _fields_ = [ + ('x', c_int), + ('y', c_double), + ('z', c_longlong,) + ] + +class _TestSharedCTypes(BaseTestCase): + + ALLOWED_TYPES = ('processes',) + + def setUp(self): + if not HAS_SHAREDCTYPES: + self.skipTest("requires multiprocess.sharedctypes") + + @classmethod + def _double(cls, x, y, z, foo, arr, string): + x.value *= 2 + y.value *= 2 + z.value *= 2 + foo.x *= 2 + foo.y *= 2 + string.value *= 2 + for i in range(len(arr)): + arr[i] *= 2 + + def test_sharedctypes(self, lock=False): + x = Value('i', 7, lock=lock) + y = Value(c_double, 1.0/3.0, lock=lock) + z = Value(c_longlong, 2 ** 33, lock=lock) + foo = Value(_Foo, 3, 2, lock=lock) + arr = self.Array('d', list(range(10)), lock=lock) + string = self.Array('c', 20, lock=lock) + string.value = latin('hello') + + p = self.Process(target=self._double, args=(x, y, z, foo, arr, string)) + p.daemon = True + p.start() + p.join() + + self.assertEqual(x.value, 14) + self.assertAlmostEqual(y.value, 2.0/3.0) + self.assertEqual(z.value, 2 ** 34) + self.assertEqual(foo.x, 6) + self.assertAlmostEqual(foo.y, 4.0) + for i in range(10): + self.assertAlmostEqual(arr[i], i*2) + self.assertEqual(string.value, latin('hellohello')) + + def test_synchronize(self): + self.test_sharedctypes(lock=True) + + def test_copy(self): + foo = _Foo(2, 5.0, 2 ** 33) + bar = copy(foo) + foo.x = 0 + foo.y = 0 + foo.z = 0 + self.assertEqual(bar.x, 2) + self.assertAlmostEqual(bar.y, 5.0) + self.assertEqual(bar.z, 2 ** 33) + + +@unittest.skipUnless(HAS_SHMEM, "requires multiprocess.shared_memory") +@hashlib_helper.requires_hashdigest('md5') +class _TestSharedMemory(BaseTestCase): + + ALLOWED_TYPES = ('processes',) + + @staticmethod + def _attach_existing_shmem_then_write(shmem_name_or_obj, binary_data): + if isinstance(shmem_name_or_obj, str): + local_sms = shared_memory.SharedMemory(shmem_name_or_obj) + else: + local_sms = shmem_name_or_obj + local_sms.buf[:len(binary_data)] = binary_data + local_sms.close() + + def _new_shm_name(self, prefix): + # Add a PID to the name of a POSIX shared memory object to allow + # running multiprocessing tests (test_multiprocessing_fork, + # test_multiprocessing_spawn, etc) in parallel. + return prefix + str(os.getpid()) + + def test_shared_memory_basics(self): + name_tsmb = self._new_shm_name('test01_tsmb') + sms = shared_memory.SharedMemory(name_tsmb, create=True, size=512) + self.addCleanup(sms.unlink) + + # Verify attributes are readable. + self.assertEqual(sms.name, name_tsmb) + self.assertGreaterEqual(sms.size, 512) + self.assertGreaterEqual(len(sms.buf), sms.size) + + # Verify __repr__ + self.assertIn(sms.name, str(sms)) + self.assertIn(str(sms.size), str(sms)) + + # Modify contents of shared memory segment through memoryview. + sms.buf[0] = 42 + self.assertEqual(sms.buf[0], 42) + + # Attach to existing shared memory segment. + also_sms = shared_memory.SharedMemory(name_tsmb) + self.assertEqual(also_sms.buf[0], 42) + also_sms.close() + + # Attach to existing shared memory segment but specify a new size. + same_sms = shared_memory.SharedMemory(name_tsmb, size=20*sms.size) + self.assertLess(same_sms.size, 20*sms.size) # Size was ignored. + same_sms.close() + + # Creating Shared Memory Segment with -ve size + with self.assertRaises(ValueError): + shared_memory.SharedMemory(create=True, size=-2) + + # Attaching Shared Memory Segment without a name + with self.assertRaises(ValueError): + shared_memory.SharedMemory(create=False) + + # Test if shared memory segment is created properly, + # when _make_filename returns an existing shared memory segment name + with unittest.mock.patch( + 'multiprocess.shared_memory._make_filename') as mock_make_filename: + + NAME_PREFIX = shared_memory._SHM_NAME_PREFIX + names = [self._new_shm_name('test01_fn'), self._new_shm_name('test02_fn')] + # Prepend NAME_PREFIX which can be '/psm_' or 'wnsm_', necessary + # because some POSIX compliant systems require name to start with / + names = [NAME_PREFIX + name for name in names] + + mock_make_filename.side_effect = names + shm1 = shared_memory.SharedMemory(create=True, size=1) + self.addCleanup(shm1.unlink) + self.assertEqual(shm1._name, names[0]) + + mock_make_filename.side_effect = names + shm2 = shared_memory.SharedMemory(create=True, size=1) + self.addCleanup(shm2.unlink) + self.assertEqual(shm2._name, names[1]) + + if shared_memory._USE_POSIX: + # Posix Shared Memory can only be unlinked once. Here we + # test an implementation detail that is not observed across + # all supported platforms (since WindowsNamedSharedMemory + # manages unlinking on its own and unlink() does nothing). + # True release of shared memory segment does not necessarily + # happen until process exits, depending on the OS platform. + name_dblunlink = self._new_shm_name('test01_dblunlink') + sms_uno = shared_memory.SharedMemory( + name_dblunlink, + create=True, + size=5000 + ) + with self.assertRaises(FileNotFoundError): + try: + self.assertGreaterEqual(sms_uno.size, 5000) + + sms_duo = shared_memory.SharedMemory(name_dblunlink) + sms_duo.unlink() # First shm_unlink() call. + sms_duo.close() + sms_uno.close() + + finally: + sms_uno.unlink() # A second shm_unlink() call is bad. + + with self.assertRaises(FileExistsError): + # Attempting to create a new shared memory segment with a + # name that is already in use triggers an exception. + there_can_only_be_one_sms = shared_memory.SharedMemory( + name_tsmb, + create=True, + size=512 + ) + + if shared_memory._USE_POSIX: + # Requesting creation of a shared memory segment with the option + # to attach to an existing segment, if that name is currently in + # use, should not trigger an exception. + # Note: Using a smaller size could possibly cause truncation of + # the existing segment but is OS platform dependent. In the + # case of MacOS/darwin, requesting a smaller size is disallowed. + class OptionalAttachSharedMemory(shared_memory.SharedMemory): + _flags = os.O_CREAT | os.O_RDWR + ok_if_exists_sms = OptionalAttachSharedMemory(name_tsmb) + self.assertEqual(ok_if_exists_sms.size, sms.size) + ok_if_exists_sms.close() + + # Attempting to attach to an existing shared memory segment when + # no segment exists with the supplied name triggers an exception. + with self.assertRaises(FileNotFoundError): + nonexisting_sms = shared_memory.SharedMemory('test01_notthere') + nonexisting_sms.unlink() # Error should occur on prior line. + + sms.close() + + @unittest.skipIf(True, "fails with dill >= 0.3.5") + def test_shared_memory_recreate(self): + # Test if shared memory segment is created properly, + # when _make_filename returns an existing shared memory segment name + with unittest.mock.patch( + 'multiprocess.shared_memory._make_filename') as mock_make_filename: + + NAME_PREFIX = shared_memory._SHM_NAME_PREFIX + names = [self._new_shm_name('test03_fn'), self._new_shm_name('test04_fn')] + # Prepend NAME_PREFIX which can be '/psm_' or 'wnsm_', necessary + # because some POSIX compliant systems require name to start with / + names = [NAME_PREFIX + name for name in names] + + mock_make_filename.side_effect = names + shm1 = shared_memory.SharedMemory(create=True, size=1) + self.addCleanup(shm1.unlink) + self.assertEqual(shm1._name, names[0]) + + mock_make_filename.side_effect = names + shm2 = shared_memory.SharedMemory(create=True, size=1) + self.addCleanup(shm2.unlink) + self.assertEqual(shm2._name, names[1]) + + def test_invalid_shared_memory_cration(self): + # Test creating a shared memory segment with negative size + with self.assertRaises(ValueError): + sms_invalid = shared_memory.SharedMemory(create=True, size=-1) + + # Test creating a shared memory segment with size 0 + with self.assertRaises(ValueError): + sms_invalid = shared_memory.SharedMemory(create=True, size=0) + + # Test creating a shared memory segment without size argument + with self.assertRaises(ValueError): + sms_invalid = shared_memory.SharedMemory(create=True) + + def test_shared_memory_pickle_unpickle(self): + for proto in range(pickle.HIGHEST_PROTOCOL + 1): + with self.subTest(proto=proto): + sms = shared_memory.SharedMemory(create=True, size=512) + self.addCleanup(sms.unlink) + sms.buf[0:6] = b'pickle' + + # Test pickling + pickled_sms = pickle.dumps(sms, protocol=proto) + + # Test unpickling + sms2 = pickle.loads(pickled_sms) + self.assertIsInstance(sms2, shared_memory.SharedMemory) + self.assertEqual(sms.name, sms2.name) + self.assertEqual(bytes(sms.buf[0:6]), b'pickle') + self.assertEqual(bytes(sms2.buf[0:6]), b'pickle') + + # Test that unpickled version is still the same SharedMemory + sms.buf[0:6] = b'newval' + self.assertEqual(bytes(sms.buf[0:6]), b'newval') + self.assertEqual(bytes(sms2.buf[0:6]), b'newval') + + sms2.buf[0:6] = b'oldval' + self.assertEqual(bytes(sms.buf[0:6]), b'oldval') + self.assertEqual(bytes(sms2.buf[0:6]), b'oldval') + + def test_shared_memory_pickle_unpickle_dead_object(self): + for proto in range(pickle.HIGHEST_PROTOCOL + 1): + with self.subTest(proto=proto): + sms = shared_memory.SharedMemory(create=True, size=512) + sms.buf[0:6] = b'pickle' + pickled_sms = pickle.dumps(sms, protocol=proto) + + # Now, we are going to kill the original object. + # So, unpickled one won't be able to attach to it. + sms.close() + sms.unlink() + + with self.assertRaises(FileNotFoundError): + pickle.loads(pickled_sms) + + def test_shared_memory_across_processes(self): + # bpo-40135: don't define shared memory block's name in case of + # the failure when we run multiprocessing tests in parallel. + sms = shared_memory.SharedMemory(create=True, size=512) + self.addCleanup(sms.unlink) + + # Verify remote attachment to existing block by name is working. + p = self.Process( + target=self._attach_existing_shmem_then_write, + args=(sms.name, b'howdy') + ) + p.daemon = True + p.start() + p.join() + self.assertEqual(bytes(sms.buf[:5]), b'howdy') + + # Verify pickling of SharedMemory instance also works. + p = self.Process( + target=self._attach_existing_shmem_then_write, + args=(sms, b'HELLO') + ) + p.daemon = True + p.start() + p.join() + self.assertEqual(bytes(sms.buf[:5]), b'HELLO') + + sms.close() + + @unittest.skipIf(os.name != "posix", "not feasible in non-posix platforms") + def test_shared_memory_SharedMemoryServer_ignores_sigint(self): + # bpo-36368: protect SharedMemoryManager server process from + # KeyboardInterrupt signals. + smm = multiprocessing.managers.SharedMemoryManager() + smm.start() + + # make sure the manager works properly at the beginning + sl = smm.ShareableList(range(10)) + + # the manager's server should ignore KeyboardInterrupt signals, and + # maintain its connection with the current process, and success when + # asked to deliver memory segments. + os.kill(smm._process.pid, signal.SIGINT) + + sl2 = smm.ShareableList(range(10)) + + # test that the custom signal handler registered in the Manager does + # not affect signal handling in the parent process. + with self.assertRaises(KeyboardInterrupt): + os.kill(os.getpid(), signal.SIGINT) + + smm.shutdown() + + @unittest.skipIf(os.name != "posix", "resource_tracker is posix only") + def test_shared_memory_SharedMemoryManager_reuses_resource_tracker(self): + # bpo-36867: test that a SharedMemoryManager uses the + # same resource_tracker process as its parent. + cmd = '''if 1: + from multiprocessing.managers import SharedMemoryManager + + + smm = SharedMemoryManager() + smm.start() + sl = smm.ShareableList(range(10)) + smm.shutdown() + ''' #XXX: ensure correct resource_tracker + rc, out, err = test.support.script_helper.assert_python_ok('-c', cmd, **ENV) + + # Before bpo-36867 was fixed, a SharedMemoryManager not using the same + # resource_tracker process as its parent would make the parent's + # tracker complain about sl being leaked even though smm.shutdown() + # properly released sl. + self.assertFalse(err) + + def test_shared_memory_SharedMemoryManager_basics(self): + smm1 = multiprocessing.managers.SharedMemoryManager() + with self.assertRaises(ValueError): + smm1.SharedMemory(size=9) # Fails if SharedMemoryServer not started + smm1.start() + lol = [ smm1.ShareableList(range(i)) for i in range(5, 10) ] + lom = [ smm1.SharedMemory(size=j) for j in range(32, 128, 16) ] + doppleganger_list0 = shared_memory.ShareableList(name=lol[0].shm.name) + self.assertEqual(len(doppleganger_list0), 5) + doppleganger_shm0 = shared_memory.SharedMemory(name=lom[0].name) + self.assertGreaterEqual(len(doppleganger_shm0.buf), 32) + held_name = lom[0].name + smm1.shutdown() + if sys.platform != "win32": + # Calls to unlink() have no effect on Windows platform; shared + # memory will only be released once final process exits. + with self.assertRaises(FileNotFoundError): + # No longer there to be attached to again. + absent_shm = shared_memory.SharedMemory(name=held_name) + + with multiprocessing.managers.SharedMemoryManager() as smm2: + sl = smm2.ShareableList("howdy") + shm = smm2.SharedMemory(size=128) + held_name = sl.shm.name + if sys.platform != "win32": + with self.assertRaises(FileNotFoundError): + # No longer there to be attached to again. + absent_sl = shared_memory.ShareableList(name=held_name) + + + def test_shared_memory_ShareableList_basics(self): + sl = shared_memory.ShareableList( + ['howdy', b'HoWdY', -273.154, 100, None, True, 42] + ) + self.addCleanup(sl.shm.unlink) + + # Verify __repr__ + self.assertIn(sl.shm.name, str(sl)) + self.assertIn(str(list(sl)), str(sl)) + + # Index Out of Range (get) + with self.assertRaises(IndexError): + sl[7] + + # Index Out of Range (set) + with self.assertRaises(IndexError): + sl[7] = 2 + + # Assign value without format change (str -> str) + current_format = sl._get_packing_format(0) + sl[0] = 'howdy' + self.assertEqual(current_format, sl._get_packing_format(0)) + + # Verify attributes are readable. + self.assertEqual(sl.format, '8s8sdqxxxxxx?xxxxxxxx?q') + + # Exercise len(). + self.assertEqual(len(sl), 7) + + # Exercise index(). + with warnings.catch_warnings(): + # Suppress BytesWarning when comparing against b'HoWdY'. + warnings.simplefilter('ignore') + with self.assertRaises(ValueError): + sl.index('100') + self.assertEqual(sl.index(100), 3) + + # Exercise retrieving individual values. + self.assertEqual(sl[0], 'howdy') + self.assertEqual(sl[-2], True) + + # Exercise iterability. + self.assertEqual( + tuple(sl), + ('howdy', b'HoWdY', -273.154, 100, None, True, 42) + ) + + # Exercise modifying individual values. + sl[3] = 42 + self.assertEqual(sl[3], 42) + sl[4] = 'some' # Change type at a given position. + self.assertEqual(sl[4], 'some') + self.assertEqual(sl.format, '8s8sdq8sxxxxxxx?q') + with self.assertRaisesRegex(ValueError, + "exceeds available storage"): + sl[4] = 'far too many' + self.assertEqual(sl[4], 'some') + sl[0] = 'encodés' # Exactly 8 bytes of UTF-8 data + self.assertEqual(sl[0], 'encodés') + self.assertEqual(sl[1], b'HoWdY') # no spillage + with self.assertRaisesRegex(ValueError, + "exceeds available storage"): + sl[0] = 'encodées' # Exactly 9 bytes of UTF-8 data + self.assertEqual(sl[1], b'HoWdY') + with self.assertRaisesRegex(ValueError, + "exceeds available storage"): + sl[1] = b'123456789' + self.assertEqual(sl[1], b'HoWdY') + + # Exercise count(). + with warnings.catch_warnings(): + # Suppress BytesWarning when comparing against b'HoWdY'. + warnings.simplefilter('ignore') + self.assertEqual(sl.count(42), 2) + self.assertEqual(sl.count(b'HoWdY'), 1) + self.assertEqual(sl.count(b'adios'), 0) + + # Exercise creating a duplicate. + name_duplicate = self._new_shm_name('test03_duplicate') + sl_copy = shared_memory.ShareableList(sl, name=name_duplicate) + try: + self.assertNotEqual(sl.shm.name, sl_copy.shm.name) + self.assertEqual(name_duplicate, sl_copy.shm.name) + self.assertEqual(list(sl), list(sl_copy)) + self.assertEqual(sl.format, sl_copy.format) + sl_copy[-1] = 77 + self.assertEqual(sl_copy[-1], 77) + self.assertNotEqual(sl[-1], 77) + sl_copy.shm.close() + finally: + sl_copy.shm.unlink() + + # Obtain a second handle on the same ShareableList. + sl_tethered = shared_memory.ShareableList(name=sl.shm.name) + self.assertEqual(sl.shm.name, sl_tethered.shm.name) + sl_tethered[-1] = 880 + self.assertEqual(sl[-1], 880) + sl_tethered.shm.close() + + sl.shm.close() + + # Exercise creating an empty ShareableList. + empty_sl = shared_memory.ShareableList() + try: + self.assertEqual(len(empty_sl), 0) + self.assertEqual(empty_sl.format, '') + self.assertEqual(empty_sl.count('any'), 0) + with self.assertRaises(ValueError): + empty_sl.index(None) + empty_sl.shm.close() + finally: + empty_sl.shm.unlink() + + def test_shared_memory_ShareableList_pickling(self): + for proto in range(pickle.HIGHEST_PROTOCOL + 1): + with self.subTest(proto=proto): + sl = shared_memory.ShareableList(range(10)) + self.addCleanup(sl.shm.unlink) + + serialized_sl = pickle.dumps(sl, protocol=proto) + deserialized_sl = pickle.loads(serialized_sl) + self.assertIsInstance( + deserialized_sl, shared_memory.ShareableList) + self.assertEqual(deserialized_sl[-1], 9) + self.assertIsNot(sl, deserialized_sl) + + deserialized_sl[4] = "changed" + self.assertEqual(sl[4], "changed") + sl[3] = "newvalue" + self.assertEqual(deserialized_sl[3], "newvalue") + + larger_sl = shared_memory.ShareableList(range(400)) + self.addCleanup(larger_sl.shm.unlink) + serialized_larger_sl = pickle.dumps(larger_sl, protocol=proto) + self.assertEqual(len(serialized_sl), len(serialized_larger_sl)) + larger_sl.shm.close() + + deserialized_sl.shm.close() + sl.shm.close() + + def test_shared_memory_ShareableList_pickling_dead_object(self): + for proto in range(pickle.HIGHEST_PROTOCOL + 1): + with self.subTest(proto=proto): + sl = shared_memory.ShareableList(range(10)) + serialized_sl = pickle.dumps(sl, protocol=proto) + + # Now, we are going to kill the original object. + # So, unpickled one won't be able to attach to it. + sl.shm.close() + sl.shm.unlink() + + with self.assertRaises(FileNotFoundError): + pickle.loads(serialized_sl) + + def test_shared_memory_cleaned_after_process_termination(self): + cmd = '''if 1: + import os, time, sys + from multiprocessing import shared_memory + + # Create a shared_memory segment, and send the segment name + sm = shared_memory.SharedMemory(create=True, size=10) + sys.stdout.write(sm.name + '\\n') + sys.stdout.flush() + time.sleep(100) + ''' + with subprocess.Popen([sys.executable, '-E', '-c', cmd], + stdout=subprocess.PIPE, + stderr=subprocess.PIPE) as p: + name = p.stdout.readline().strip().decode() + + # killing abruptly processes holding reference to a shared memory + # segment should not leak the given memory segment. + p.terminate() + p.wait() + + deadline = time.monotonic() + support.LONG_TIMEOUT + t = 0.1 + while time.monotonic() < deadline: + time.sleep(t) + t = min(t*2, 5) + try: + smm = shared_memory.SharedMemory(name, create=False) + except FileNotFoundError: + break + else: + raise AssertionError("A SharedMemory segment was leaked after" + " a process was abruptly terminated.") + + if os.name == 'posix': + # Without this line it was raising warnings like: + # UserWarning: resource_tracker: + # There appear to be 1 leaked shared_memory + # objects to clean up at shutdown + # See: https://bugs.python.org/issue45209 + resource_tracker.unregister(f"/{name}", "shared_memory") + + # A warning was emitted by the subprocess' own + # resource_tracker (on Windows, shared memory segments + # are released automatically by the OS). + err = p.stderr.read().decode() + self.assertIn( + "resource_tracker: There appear to be 1 leaked " + "shared_memory objects to clean up at shutdown", err) + +# +# Test to verify that `Finalize` works. +# + +class _TestFinalize(BaseTestCase): + + ALLOWED_TYPES = ('processes',) + + def setUp(self): + self.registry_backup = util._finalizer_registry.copy() + util._finalizer_registry.clear() + + def tearDown(self): + gc.collect() # For PyPy or other GCs. + self.assertFalse(util._finalizer_registry) + util._finalizer_registry.update(self.registry_backup) + + @classmethod + def _test_finalize(cls, conn): + class Foo(object): + pass + + a = Foo() + util.Finalize(a, conn.send, args=('a',)) + del a # triggers callback for a + gc.collect() # For PyPy or other GCs. + + b = Foo() + close_b = util.Finalize(b, conn.send, args=('b',)) + close_b() # triggers callback for b + close_b() # does nothing because callback has already been called + del b # does nothing because callback has already been called + gc.collect() # For PyPy or other GCs. + + c = Foo() + util.Finalize(c, conn.send, args=('c',)) + + d10 = Foo() + util.Finalize(d10, conn.send, args=('d10',), exitpriority=1) + + d01 = Foo() + util.Finalize(d01, conn.send, args=('d01',), exitpriority=0) + d02 = Foo() + util.Finalize(d02, conn.send, args=('d02',), exitpriority=0) + d03 = Foo() + util.Finalize(d03, conn.send, args=('d03',), exitpriority=0) + + util.Finalize(None, conn.send, args=('e',), exitpriority=-10) + + util.Finalize(None, conn.send, args=('STOP',), exitpriority=-100) + + # call multiprocessing's cleanup function then exit process without + # garbage collecting locals + util._exit_function() + conn.close() + os._exit(0) + + def test_finalize(self): + conn, child_conn = self.Pipe() + + p = self.Process(target=self._test_finalize, args=(child_conn,)) + p.daemon = True + p.start() + p.join() + + result = [obj for obj in iter(conn.recv, 'STOP')] + self.assertEqual(result, ['a', 'b', 'd10', 'd03', 'd02', 'd01', 'e']) + + def test_thread_safety(self): + # bpo-24484: _run_finalizers() should be thread-safe + def cb(): + pass + + class Foo(object): + def __init__(self): + self.ref = self # create reference cycle + # insert finalizer at random key + util.Finalize(self, cb, exitpriority=random.randint(1, 100)) + + finish = False + exc = None + + def run_finalizers(): + nonlocal exc + while not finish: + time.sleep(random.random() * 1e-1) + try: + # A GC run will eventually happen during this, + # collecting stale Foo's and mutating the registry + util._run_finalizers() + except Exception as e: + exc = e + + def make_finalizers(): + nonlocal exc + d = {} + while not finish: + try: + # Old Foo's get gradually replaced and later + # collected by the GC (because of the cyclic ref) + d[random.getrandbits(5)] = {Foo() for i in range(10)} + except Exception as e: + exc = e + d.clear() + + old_interval = sys.getswitchinterval() + old_threshold = gc.get_threshold() + try: + sys.setswitchinterval(1e-6) + gc.set_threshold(5, 5, 5) + threads = [threading.Thread(target=run_finalizers), + threading.Thread(target=make_finalizers)] + with threading_helper.start_threads(threads): + time.sleep(4.0) # Wait a bit to trigger race condition + finish = True + if exc is not None: + raise exc + finally: + sys.setswitchinterval(old_interval) + gc.set_threshold(*old_threshold) + gc.collect() # Collect remaining Foo's + + +# +# Test that from ... import * works for each module +# + +class _TestImportStar(unittest.TestCase): + + def get_module_names(self): + import glob + folder = os.path.dirname(multiprocessing.__file__) + pattern = os.path.join(glob.escape(folder), '*.py') + files = glob.glob(pattern) + modules = [os.path.splitext(os.path.split(f)[1])[0] for f in files] + modules = ['multiprocess.' + m for m in modules] + modules.remove('multiprocess.__init__') + modules.append('multiprocess') + return modules + + def test_import(self): + modules = self.get_module_names() + if sys.platform == 'win32': + modules.remove('multiprocess.popen_fork') + modules.remove('multiprocess.popen_forkserver') + modules.remove('multiprocess.popen_spawn_posix') + else: + modules.remove('multiprocess.popen_spawn_win32') + if not HAS_REDUCTION: + modules.remove('multiprocess.popen_forkserver') + + if c_int is None: + # This module requires _ctypes + modules.remove('multiprocess.sharedctypes') + + for name in modules: + __import__(name) + mod = sys.modules[name] + self.assertTrue(hasattr(mod, '__all__'), name) + + for attr in mod.__all__: + self.assertTrue( + hasattr(mod, attr), + '%r does not have attribute %r' % (mod, attr) + ) + +# +# Quick test that logging works -- does not test logging output +# + +class _TestLogging(BaseTestCase): + + ALLOWED_TYPES = ('processes',) + + def test_enable_logging(self): + logger = multiprocessing.get_logger() + logger.setLevel(util.SUBWARNING) + self.assertTrue(logger is not None) + logger.debug('this will not be printed') + logger.info('nor will this') + logger.setLevel(LOG_LEVEL) + + @classmethod + def _test_level(cls, conn): + logger = multiprocessing.get_logger() + conn.send(logger.getEffectiveLevel()) + + def test_level(self): + LEVEL1 = 32 + LEVEL2 = 37 + + logger = multiprocessing.get_logger() + root_logger = logging.getLogger() + root_level = root_logger.level + + reader, writer = multiprocessing.Pipe(duplex=False) + + logger.setLevel(LEVEL1) + p = self.Process(target=self._test_level, args=(writer,)) + p.start() + self.assertEqual(LEVEL1, reader.recv()) + p.join() + p.close() + + logger.setLevel(logging.NOTSET) + root_logger.setLevel(LEVEL2) + p = self.Process(target=self._test_level, args=(writer,)) + p.start() + self.assertEqual(LEVEL2, reader.recv()) + p.join() + p.close() + + root_logger.setLevel(root_level) + logger.setLevel(level=LOG_LEVEL) + + +# class _TestLoggingProcessName(BaseTestCase): +# +# def handle(self, record): +# assert record.processName == multiprocessing.current_process().name +# self.__handled = True +# +# def test_logging(self): +# handler = logging.Handler() +# handler.handle = self.handle +# self.__handled = False +# # Bypass getLogger() and side-effects +# logger = logging.getLoggerClass()( +# 'multiprocessing.test.TestLoggingProcessName') +# logger.addHandler(handler) +# logger.propagate = False +# +# logger.warn('foo') +# assert self.__handled + +# +# Check that Process.join() retries if os.waitpid() fails with EINTR +# + +class _TestPollEintr(BaseTestCase): + + ALLOWED_TYPES = ('processes',) + + @classmethod + def _killer(cls, pid): + time.sleep(0.1) + os.kill(pid, signal.SIGUSR1) + + @unittest.skipUnless(hasattr(signal, 'SIGUSR1'), 'requires SIGUSR1') + def test_poll_eintr(self): + got_signal = [False] + def record(*args): + got_signal[0] = True + pid = os.getpid() + oldhandler = signal.signal(signal.SIGUSR1, record) + try: + killer = self.Process(target=self._killer, args=(pid,)) + killer.start() + try: + p = self.Process(target=time.sleep, args=(2,)) + p.start() + p.join() + finally: + killer.join() + self.assertTrue(got_signal[0]) + self.assertEqual(p.exitcode, 0) + finally: + signal.signal(signal.SIGUSR1, oldhandler) + +# +# Test to verify handle verification, see issue 3321 +# + +class TestInvalidHandle(unittest.TestCase): + + @unittest.skipIf(WIN32, "skipped on Windows") + def test_invalid_handles(self): + conn = multiprocessing.connection.Connection(44977608) + # check that poll() doesn't crash + try: + conn.poll() + except (ValueError, OSError): + pass + finally: + # Hack private attribute _handle to avoid printing an error + # in conn.__del__ + conn._handle = None + self.assertRaises((ValueError, OSError), + multiprocessing.connection.Connection, -1) + + + +@hashlib_helper.requires_hashdigest('md5') +class OtherTest(unittest.TestCase): + # TODO: add more tests for deliver/answer challenge. + def test_deliver_challenge_auth_failure(self): + class _FakeConnection(object): + def recv_bytes(self, size): + return b'something bogus' + def send_bytes(self, data): + pass + self.assertRaises(multiprocessing.AuthenticationError, + multiprocessing.connection.deliver_challenge, + _FakeConnection(), b'abc') + + def test_answer_challenge_auth_failure(self): + class _FakeConnection(object): + def __init__(self): + self.count = 0 + def recv_bytes(self, size): + self.count += 1 + if self.count == 1: + return multiprocessing.connection.CHALLENGE + elif self.count == 2: + return b'something bogus' + return b'' + def send_bytes(self, data): + pass + self.assertRaises(multiprocessing.AuthenticationError, + multiprocessing.connection.answer_challenge, + _FakeConnection(), b'abc') + +# +# Test Manager.start()/Pool.__init__() initializer feature - see issue 5585 +# + +def initializer(ns): + ns.test += 1 + +@hashlib_helper.requires_hashdigest('md5') +class TestInitializers(unittest.TestCase): + def setUp(self): + self.mgr = multiprocessing.Manager() + self.ns = self.mgr.Namespace() + self.ns.test = 0 + + def tearDown(self): + self.mgr.shutdown() + self.mgr.join() + + def test_manager_initializer(self): + m = multiprocessing.managers.SyncManager() + self.assertRaises(TypeError, m.start, 1) + m.start(initializer, (self.ns,)) + self.assertEqual(self.ns.test, 1) + m.shutdown() + m.join() + + def test_pool_initializer(self): + self.assertRaises(TypeError, multiprocessing.Pool, initializer=1) + p = multiprocessing.Pool(1, initializer, (self.ns,)) + p.close() + p.join() + self.assertEqual(self.ns.test, 1) + +# +# Issue 5155, 5313, 5331: Test process in processes +# Verifies os.close(sys.stdin.fileno) vs. sys.stdin.close() behavior +# + +def _this_sub_process(q): + try: + item = q.get(block=False) + except pyqueue.Empty: + pass + +def _test_process(): + queue = multiprocessing.Queue() + subProc = multiprocessing.Process(target=_this_sub_process, args=(queue,)) + subProc.daemon = True + subProc.start() + subProc.join() + +def _afunc(x): + return x*x + +def pool_in_process(): + pool = multiprocessing.Pool(processes=4) + x = pool.map(_afunc, [1, 2, 3, 4, 5, 6, 7]) + pool.close() + pool.join() + +class _file_like(object): + def __init__(self, delegate): + self._delegate = delegate + self._pid = None + + @property + def cache(self): + pid = os.getpid() + # There are no race conditions since fork keeps only the running thread + if pid != self._pid: + self._pid = pid + self._cache = [] + return self._cache + + def write(self, data): + self.cache.append(data) + + def flush(self): + self._delegate.write(''.join(self.cache)) + self._cache = [] + +class TestStdinBadfiledescriptor(unittest.TestCase): + + def test_queue_in_process(self): + proc = multiprocessing.Process(target=_test_process) + proc.start() + proc.join() + + def test_pool_in_process(self): + p = multiprocessing.Process(target=pool_in_process) + p.start() + p.join() + + def test_flushing(self): + sio = io.StringIO() + flike = _file_like(sio) + flike.write('foo') + proc = multiprocessing.Process(target=lambda: flike.flush()) + flike.flush() + assert sio.getvalue() == 'foo' + + +class TestWait(unittest.TestCase): + + @classmethod + def _child_test_wait(cls, w, slow): + for i in range(10): + if slow: + time.sleep(random.random()*0.1) + w.send((i, os.getpid())) + w.close() + + def test_wait(self, slow=False): + from multiprocess.connection import wait + readers = [] + procs = [] + messages = [] + + for i in range(4): + r, w = multiprocessing.Pipe(duplex=False) + p = multiprocessing.Process(target=self._child_test_wait, args=(w, slow)) + p.daemon = True + p.start() + w.close() + readers.append(r) + procs.append(p) + self.addCleanup(p.join) + + while readers: + for r in wait(readers): + try: + msg = r.recv() + except EOFError: + readers.remove(r) + r.close() + else: + messages.append(msg) + + messages.sort() + expected = sorted((i, p.pid) for i in range(10) for p in procs) + self.assertEqual(messages, expected) + + @classmethod + def _child_test_wait_socket(cls, address, slow): + s = socket.socket() + s.connect(address) + for i in range(10): + if slow: + time.sleep(random.random()*0.1) + s.sendall(('%s\n' % i).encode('ascii')) + s.close() + + def test_wait_socket(self, slow=False): + from multiprocess.connection import wait + l = socket.create_server((socket_helper.HOST, 0)) + addr = l.getsockname() + readers = [] + procs = [] + dic = {} + + for i in range(4): + p = multiprocessing.Process(target=self._child_test_wait_socket, + args=(addr, slow)) + p.daemon = True + p.start() + procs.append(p) + self.addCleanup(p.join) + + for i in range(4): + r, _ = l.accept() + readers.append(r) + dic[r] = [] + l.close() + + while readers: + for r in wait(readers): + msg = r.recv(32) + if not msg: + readers.remove(r) + r.close() + else: + dic[r].append(msg) + + expected = ''.join('%s\n' % i for i in range(10)).encode('ascii') + for v in dic.values(): + self.assertEqual(b''.join(v), expected) + + def test_wait_slow(self): + self.test_wait(True) + + def test_wait_socket_slow(self): + self.test_wait_socket(True) + + def test_wait_timeout(self): + from multiprocess.connection import wait + + expected = 5 + a, b = multiprocessing.Pipe() + + start = time.monotonic() + res = wait([a, b], expected) + delta = time.monotonic() - start + + self.assertEqual(res, []) + self.assertLess(delta, expected * 2) + self.assertGreater(delta, expected * 0.5) + + b.send(None) + + start = time.monotonic() + res = wait([a, b], 20) + delta = time.monotonic() - start + + self.assertEqual(res, [a]) + self.assertLess(delta, 0.4) + + @classmethod + def signal_and_sleep(cls, sem, period): + sem.release() + time.sleep(period) + + def test_wait_integer(self): + from multiprocess.connection import wait + + expected = 3 + sorted_ = lambda l: sorted(l, key=lambda x: id(x)) + sem = multiprocessing.Semaphore(0) + a, b = multiprocessing.Pipe() + p = multiprocessing.Process(target=self.signal_and_sleep, + args=(sem, expected)) + + p.start() + self.assertIsInstance(p.sentinel, int) + self.assertTrue(sem.acquire(timeout=20)) + + start = time.monotonic() + res = wait([a, p.sentinel, b], expected + 20) + delta = time.monotonic() - start + + self.assertEqual(res, [p.sentinel]) + self.assertLess(delta, expected + 2) + self.assertGreater(delta, expected - 2) + + a.send(None) + + start = time.monotonic() + res = wait([a, p.sentinel, b], 20) + delta = time.monotonic() - start + + self.assertEqual(sorted_(res), sorted_([p.sentinel, b])) + self.assertLess(delta, 0.4) + + b.send(None) + + start = time.monotonic() + res = wait([a, p.sentinel, b], 20) + delta = time.monotonic() - start + + self.assertEqual(sorted_(res), sorted_([a, p.sentinel, b])) + self.assertLess(delta, 0.4) + + p.terminate() + p.join() + + def test_neg_timeout(self): + from multiprocess.connection import wait + a, b = multiprocessing.Pipe() + t = time.monotonic() + res = wait([a], timeout=-1) + t = time.monotonic() - t + self.assertEqual(res, []) + self.assertLess(t, 1) + a.close() + b.close() + +# +# Issue 14151: Test invalid family on invalid environment +# + +class TestInvalidFamily(unittest.TestCase): + + @unittest.skipIf(WIN32, "skipped on Windows") + def test_invalid_family(self): + with self.assertRaises(ValueError): + multiprocessing.connection.Listener(r'\\.\test') + + @unittest.skipUnless(WIN32, "skipped on non-Windows platforms") + def test_invalid_family_win32(self): + with self.assertRaises(ValueError): + multiprocessing.connection.Listener('/var/test.pipe') + +# +# Issue 12098: check sys.flags of child matches that for parent +# + +class TestFlags(unittest.TestCase): + @classmethod + def run_in_grandchild(cls, conn): + conn.send(tuple(sys.flags)) + + @classmethod + def run_in_child(cls): + import json + r, w = multiprocessing.Pipe(duplex=False) + p = multiprocessing.Process(target=cls.run_in_grandchild, args=(w,)) + p.start() + grandchild_flags = r.recv() + p.join() + r.close() + w.close() + flags = (tuple(sys.flags), grandchild_flags) + print(json.dumps(flags)) + + def _test_flags(self): + import json + # start child process using unusual flags + prog = ('from multiprocess.tests import TestFlags; ' + + 'TestFlags.run_in_child()') + data = subprocess.check_output( + [sys.executable, '-E', '-S', '-O', '-c', prog]) + child_flags, grandchild_flags = json.loads(data.decode('ascii')) + self.assertEqual(child_flags, grandchild_flags) + +# +# Test interaction with socket timeouts - see Issue #6056 +# + +class TestTimeouts(unittest.TestCase): + @classmethod + def _test_timeout(cls, child, address): + time.sleep(1) + child.send(123) + child.close() + conn = multiprocessing.connection.Client(address) + conn.send(456) + conn.close() + + def test_timeout(self): + old_timeout = socket.getdefaulttimeout() + try: + socket.setdefaulttimeout(0.1) + parent, child = multiprocessing.Pipe(duplex=True) + l = multiprocessing.connection.Listener(family='AF_INET') + p = multiprocessing.Process(target=self._test_timeout, + args=(child, l.address)) + p.start() + child.close() + self.assertEqual(parent.recv(), 123) + parent.close() + conn = l.accept() + self.assertEqual(conn.recv(), 456) + conn.close() + l.close() + join_process(p) + finally: + socket.setdefaulttimeout(old_timeout) + +# +# Test what happens with no "if __name__ == '__main__'" +# + +class TestNoForkBomb(unittest.TestCase): + def test_noforkbomb(self): + sm = multiprocessing.get_start_method() + name = os.path.join(os.path.dirname(__file__), 'mp_fork_bomb.py') + if sm != 'fork': + rc, out, err = test.support.script_helper.assert_python_failure(name, sm) + self.assertEqual(out, b'') + self.assertIn(b'RuntimeError', err) + else: + rc, out, err = test.support.script_helper.assert_python_ok(name, sm, **ENV) + self.assertEqual(out.rstrip(), b'123') + self.assertEqual(err, b'') + +# +# Issue #17555: ForkAwareThreadLock +# + +class TestForkAwareThreadLock(unittest.TestCase): + # We recursively start processes. Issue #17555 meant that the + # after fork registry would get duplicate entries for the same + # lock. The size of the registry at generation n was ~2**n. + + @classmethod + def child(cls, n, conn): + if n > 1: + p = multiprocessing.Process(target=cls.child, args=(n-1, conn)) + p.start() + conn.close() + join_process(p) + else: + conn.send(len(util._afterfork_registry)) + conn.close() + + def test_lock(self): + r, w = multiprocessing.Pipe(False) + l = util.ForkAwareThreadLock() + old_size = len(util._afterfork_registry) + p = multiprocessing.Process(target=self.child, args=(5, w)) + p.start() + w.close() + new_size = r.recv() + join_process(p) + self.assertLessEqual(new_size, old_size) + +# +# Check that non-forked child processes do not inherit unneeded fds/handles +# + +class TestCloseFds(unittest.TestCase): + + def get_high_socket_fd(self): + if WIN32: + # The child process will not have any socket handles, so + # calling socket.fromfd() should produce WSAENOTSOCK even + # if there is a handle of the same number. + return socket.socket().detach() + else: + # We want to produce a socket with an fd high enough that a + # freshly created child process will not have any fds as high. + fd = socket.socket().detach() + to_close = [] + while fd < 50: + to_close.append(fd) + fd = os.dup(fd) + for x in to_close: + os.close(x) + return fd + + def close(self, fd): + if WIN32: + socket.socket(socket.AF_INET, socket.SOCK_STREAM, fileno=fd).close() + else: + os.close(fd) + + @classmethod + def _test_closefds(cls, conn, fd): + try: + s = socket.fromfd(fd, socket.AF_INET, socket.SOCK_STREAM) + except Exception as e: + conn.send(e) + else: + s.close() + conn.send(None) + + def test_closefd(self): + if not HAS_REDUCTION: + raise unittest.SkipTest('requires fd pickling') + + reader, writer = multiprocessing.Pipe() + fd = self.get_high_socket_fd() + try: + p = multiprocessing.Process(target=self._test_closefds, + args=(writer, fd)) + p.start() + writer.close() + e = reader.recv() + join_process(p) + finally: + self.close(fd) + writer.close() + reader.close() + + if multiprocessing.get_start_method() == 'fork': + self.assertIs(e, None) + else: + WSAENOTSOCK = 10038 + self.assertIsInstance(e, OSError) + self.assertTrue(e.errno == errno.EBADF or + e.winerror == WSAENOTSOCK, e) + +# +# Issue #17097: EINTR should be ignored by recv(), send(), accept() etc +# + +class TestIgnoreEINTR(unittest.TestCase): + + # Sending CONN_MAX_SIZE bytes into a multiprocessing pipe must block + CONN_MAX_SIZE = max(support.PIPE_MAX_SIZE, support.SOCK_MAX_SIZE) + + @classmethod + def _test_ignore(cls, conn): + def handler(signum, frame): + pass + signal.signal(signal.SIGUSR1, handler) + conn.send('ready') + x = conn.recv() + conn.send(x) + conn.send_bytes(b'x' * cls.CONN_MAX_SIZE) + + @unittest.skipUnless(hasattr(signal, 'SIGUSR1'), 'requires SIGUSR1') + def test_ignore(self): + conn, child_conn = multiprocessing.Pipe() + try: + p = multiprocessing.Process(target=self._test_ignore, + args=(child_conn,)) + p.daemon = True + p.start() + child_conn.close() + self.assertEqual(conn.recv(), 'ready') + time.sleep(0.1) + os.kill(p.pid, signal.SIGUSR1) + time.sleep(0.1) + conn.send(1234) + self.assertEqual(conn.recv(), 1234) + time.sleep(0.1) + os.kill(p.pid, signal.SIGUSR1) + self.assertEqual(conn.recv_bytes(), b'x' * self.CONN_MAX_SIZE) + time.sleep(0.1) + p.join() + finally: + conn.close() + + @classmethod + def _test_ignore_listener(cls, conn): + def handler(signum, frame): + pass + signal.signal(signal.SIGUSR1, handler) + with multiprocessing.connection.Listener() as l: + conn.send(l.address) + a = l.accept() + a.send('welcome') + + @unittest.skipUnless(hasattr(signal, 'SIGUSR1'), 'requires SIGUSR1') + def test_ignore_listener(self): + conn, child_conn = multiprocessing.Pipe() + try: + p = multiprocessing.Process(target=self._test_ignore_listener, + args=(child_conn,)) + p.daemon = True + p.start() + child_conn.close() + address = conn.recv() + time.sleep(0.1) + os.kill(p.pid, signal.SIGUSR1) + time.sleep(0.1) + client = multiprocessing.connection.Client(address) + self.assertEqual(client.recv(), 'welcome') + p.join() + finally: + conn.close() + +class TestStartMethod(unittest.TestCase): + @classmethod + def _check_context(cls, conn): + conn.send(multiprocessing.get_start_method()) + + def check_context(self, ctx): + r, w = ctx.Pipe(duplex=False) + p = ctx.Process(target=self._check_context, args=(w,)) + p.start() + w.close() + child_method = r.recv() + r.close() + p.join() + self.assertEqual(child_method, ctx.get_start_method()) + + def test_context(self): + for method in ('fork', 'spawn', 'forkserver'): + try: + ctx = multiprocessing.get_context(method) + except ValueError: + continue + self.assertEqual(ctx.get_start_method(), method) + self.assertIs(ctx.get_context(), ctx) + self.assertRaises(ValueError, ctx.set_start_method, 'spawn') + self.assertRaises(ValueError, ctx.set_start_method, None) + self.check_context(ctx) + + def test_set_get(self): + multiprocessing.set_forkserver_preload(PRELOAD) + count = 0 + old_method = multiprocessing.get_start_method() + try: + for method in ('fork', 'spawn', 'forkserver'): + try: + multiprocessing.set_start_method(method, force=True) + except ValueError: + continue + self.assertEqual(multiprocessing.get_start_method(), method) + ctx = multiprocessing.get_context() + self.assertEqual(ctx.get_start_method(), method) + self.assertTrue(type(ctx).__name__.lower().startswith(method)) + self.assertTrue( + ctx.Process.__name__.lower().startswith(method)) + self.check_context(multiprocessing) + count += 1 + finally: + multiprocessing.set_start_method(old_method, force=True) + self.assertGreaterEqual(count, 1) + + def test_get_all(self): + methods = multiprocessing.get_all_start_methods() + if sys.platform == 'win32': + self.assertEqual(methods, ['spawn']) + else: + self.assertTrue(methods == ['fork', 'spawn'] or + methods == ['spawn', 'fork'] or + methods == ['fork', 'spawn', 'forkserver'] or + methods == ['spawn', 'fork', 'forkserver']) + + def test_preload_resources(self): + if multiprocessing.get_start_method() != 'forkserver': + self.skipTest("test only relevant for 'forkserver' method") + name = os.path.join(os.path.dirname(__file__), 'mp_preload.py') + rc, out, err = test.support.script_helper.assert_python_ok(name, **ENV) + out = out.decode() + err = err.decode() + if out.rstrip() != 'ok' or err != '': + print(out) + print(err) + self.fail("failed spawning forkserver or grandchild") + + +@unittest.skipIf(sys.platform == "win32", + "test semantics don't make sense on Windows") +class TestResourceTracker(unittest.TestCase): + + def _test_resource_tracker(self): + # + # Check that killing process does not leak named semaphores + # + cmd = '''if 1: + import time, os, tempfile + import multiprocess as mp + from multiprocess import resource_tracker + from multiprocess.shared_memory import SharedMemory + + mp.set_start_method("spawn") + rand = tempfile._RandomNameSequence() + + + def create_and_register_resource(rtype): + if rtype == "semaphore": + lock = mp.Lock() + return lock, lock._semlock.name + elif rtype == "shared_memory": + sm = SharedMemory(create=True, size=10) + return sm, sm._name + else: + raise ValueError( + "Resource type {{}} not understood".format(rtype)) + + + resource1, rname1 = create_and_register_resource("{rtype}") + resource2, rname2 = create_and_register_resource("{rtype}") + + os.write({w}, rname1.encode("ascii") + b"\\n") + os.write({w}, rname2.encode("ascii") + b"\\n") + + time.sleep(10) + ''' + for rtype in resource_tracker._CLEANUP_FUNCS: + with self.subTest(rtype=rtype): + if rtype == "noop": + # Artefact resource type used by the resource_tracker + continue + r, w = os.pipe() + p = subprocess.Popen([sys.executable, + '-E', '-c', cmd.format(w=w, rtype=rtype)], + pass_fds=[w], + stderr=subprocess.PIPE) + os.close(w) + with open(r, 'rb', closefd=True) as f: + name1 = f.readline().rstrip().decode('ascii') + name2 = f.readline().rstrip().decode('ascii') + _resource_unlink(name1, rtype) + p.terminate() + p.wait() + + deadline = time.monotonic() + support.LONG_TIMEOUT + while time.monotonic() < deadline: + time.sleep(.5) + try: + _resource_unlink(name2, rtype) + except OSError as e: + # docs say it should be ENOENT, but OSX seems to give + # EINVAL + self.assertIn(e.errno, (errno.ENOENT, errno.EINVAL)) + break + else: + raise AssertionError( + f"A {rtype} resource was leaked after a process was " + f"abruptly terminated.") + err = p.stderr.read().decode('utf-8') + p.stderr.close() + expected = ('resource_tracker: There appear to be 2 leaked {} ' + 'objects'.format( + rtype)) + self.assertRegex(err, expected) + self.assertRegex(err, r'resource_tracker: %r: \[Errno' % name1) + + def check_resource_tracker_death(self, signum, should_die): + # bpo-31310: if the semaphore tracker process has died, it should + # be restarted implicitly. + from multiprocess.resource_tracker import _resource_tracker + pid = _resource_tracker._pid + if pid is not None: + os.kill(pid, signal.SIGKILL) + support.wait_process(pid, exitcode=-signal.SIGKILL) + with warnings.catch_warnings(): + warnings.simplefilter("ignore") + _resource_tracker.ensure_running() + pid = _resource_tracker._pid + + os.kill(pid, signum) + time.sleep(1.0) # give it time to die + + ctx = multiprocessing.get_context("spawn") + with warnings.catch_warnings(record=True) as all_warn: + warnings.simplefilter("always") + sem = ctx.Semaphore() + sem.acquire() + sem.release() + wr = weakref.ref(sem) + # ensure `sem` gets collected, which triggers communication with + # the semaphore tracker + del sem + gc.collect() + self.assertIsNone(wr()) + if should_die: + self.assertEqual(len(all_warn), 1) + the_warn = all_warn[0] + self.assertTrue(issubclass(the_warn.category, UserWarning)) + self.assertTrue("resource_tracker: process died" + in str(the_warn.message)) + else: + self.assertEqual(len(all_warn), 0) + + def test_resource_tracker_sigint(self): + # Catchable signal (ignored by semaphore tracker) + self.check_resource_tracker_death(signal.SIGINT, False) + + def test_resource_tracker_sigterm(self): + # Catchable signal (ignored by semaphore tracker) + self.check_resource_tracker_death(signal.SIGTERM, False) + + def test_resource_tracker_sigkill(self): + # Uncatchable signal. + self.check_resource_tracker_death(signal.SIGKILL, True) + + @staticmethod + def _is_resource_tracker_reused(conn, pid): + from multiprocess.resource_tracker import _resource_tracker + _resource_tracker.ensure_running() + # The pid should be None in the child process, expect for the fork + # context. It should not be a new value. + reused = _resource_tracker._pid in (None, pid) + reused &= _resource_tracker._check_alive() + conn.send(reused) + + def test_resource_tracker_reused(self): + from multiprocess.resource_tracker import _resource_tracker + _resource_tracker.ensure_running() + pid = _resource_tracker._pid + + r, w = multiprocessing.Pipe(duplex=False) + p = multiprocessing.Process(target=self._is_resource_tracker_reused, + args=(w, pid)) + p.start() + is_resource_tracker_reused = r.recv() + + # Clean up + p.join() + w.close() + r.close() + + self.assertTrue(is_resource_tracker_reused) + + def test_too_long_name_resource(self): + # gh-96819: Resource names that will make the length of a write to a pipe + # greater than PIPE_BUF are not allowed + rtype = "shared_memory" + too_long_name_resource = "a" * (512 - len(rtype)) + with self.assertRaises(ValueError): + resource_tracker.register(too_long_name_resource, rtype) + + +class TestSimpleQueue(unittest.TestCase): + + @classmethod + def _test_empty(cls, queue, child_can_start, parent_can_continue): + child_can_start.wait() + # issue 30301, could fail under spawn and forkserver + try: + queue.put(queue.empty()) + queue.put(queue.empty()) + finally: + parent_can_continue.set() + + def test_empty(self): + queue = multiprocessing.SimpleQueue() + child_can_start = multiprocessing.Event() + parent_can_continue = multiprocessing.Event() + + proc = multiprocessing.Process( + target=self._test_empty, + args=(queue, child_can_start, parent_can_continue) + ) + proc.daemon = True + proc.start() + + self.assertTrue(queue.empty()) + + child_can_start.set() + parent_can_continue.wait() + + self.assertFalse(queue.empty()) + self.assertEqual(queue.get(), True) + self.assertEqual(queue.get(), False) + self.assertTrue(queue.empty()) + + proc.join() + + def test_close(self): + queue = multiprocessing.SimpleQueue() + queue.close() + # closing a queue twice should not fail + queue.close() + + # Test specific to CPython since it tests private attributes + @test.support.cpython_only + def test_closed(self): + queue = multiprocessing.SimpleQueue() + queue.close() + self.assertTrue(queue._reader.closed) + self.assertTrue(queue._writer.closed) + + +class TestPoolNotLeakOnFailure(unittest.TestCase): + + def test_release_unused_processes(self): + # Issue #19675: During pool creation, if we can't create a process, + # don't leak already created ones. + will_fail_in = 3 + forked_processes = [] + + class FailingForkProcess: + def __init__(self, **kwargs): + self.name = 'Fake Process' + self.exitcode = None + self.state = None + forked_processes.append(self) + + def start(self): + nonlocal will_fail_in + if will_fail_in <= 0: + raise OSError("Manually induced OSError") + will_fail_in -= 1 + self.state = 'started' + + def terminate(self): + self.state = 'stopping' + + def join(self): + if self.state == 'stopping': + self.state = 'stopped' + + def is_alive(self): + return self.state == 'started' or self.state == 'stopping' + + with self.assertRaisesRegex(OSError, 'Manually induced OSError'): + p = multiprocessing.pool.Pool(5, context=unittest.mock.MagicMock( + Process=FailingForkProcess)) + p.close() + p.join() + self.assertFalse( + any(process.is_alive() for process in forked_processes)) + + +@hashlib_helper.requires_hashdigest('md5') +class TestSyncManagerTypes(unittest.TestCase): + """Test all the types which can be shared between a parent and a + child process by using a manager which acts as an intermediary + between them. + + In the following unit-tests the base type is created in the parent + process, the @classmethod represents the worker process and the + shared object is readable and editable between the two. + + # The child. + @classmethod + def _test_list(cls, obj): + assert obj[0] == 5 + assert obj.append(6) + + # The parent. + def test_list(self): + o = self.manager.list() + o.append(5) + self.run_worker(self._test_list, o) + assert o[1] == 6 + """ + manager_class = multiprocessing.managers.SyncManager + + def setUp(self): + self.manager = self.manager_class() + self.manager.start() + self.proc = None + + def tearDown(self): + if self.proc is not None and self.proc.is_alive(): + self.proc.terminate() + self.proc.join() + self.manager.shutdown() + self.manager = None + self.proc = None + + @classmethod + def setUpClass(cls): + support.reap_children() + + tearDownClass = setUpClass + + def wait_proc_exit(self): + # Only the manager process should be returned by active_children() + # but this can take a bit on slow machines, so wait a few seconds + # if there are other children too (see #17395). + join_process(self.proc) + start_time = time.monotonic() + t = 0.01 + while len(multiprocessing.active_children()) > 1: + time.sleep(t) + t *= 2 + dt = time.monotonic() - start_time + if dt >= 5.0: + test.support.environment_altered = True + support.print_warning(f"multiprocess.Manager still has " + f"{multiprocessing.active_children()} " + f"active children after {dt} seconds") + break + + def run_worker(self, worker, obj): + self.proc = multiprocessing.Process(target=worker, args=(obj, )) + self.proc.daemon = True + self.proc.start() + self.wait_proc_exit() + self.assertEqual(self.proc.exitcode, 0) + + @classmethod + def _test_event(cls, obj): + assert obj.is_set() + obj.wait() + obj.clear() + obj.wait(0.001) + + def test_event(self): + o = self.manager.Event() + o.set() + self.run_worker(self._test_event, o) + assert not o.is_set() + o.wait(0.001) + + @classmethod + def _test_lock(cls, obj): + obj.acquire() + + def test_lock(self, lname="Lock"): + o = getattr(self.manager, lname)() + self.run_worker(self._test_lock, o) + o.release() + self.assertRaises(RuntimeError, o.release) # already released + + @classmethod + def _test_rlock(cls, obj): + obj.acquire() + obj.release() + + def test_rlock(self, lname="Lock"): + o = getattr(self.manager, lname)() + self.run_worker(self._test_rlock, o) + + @classmethod + def _test_semaphore(cls, obj): + obj.acquire() + + def test_semaphore(self, sname="Semaphore"): + o = getattr(self.manager, sname)() + self.run_worker(self._test_semaphore, o) + o.release() + + def test_bounded_semaphore(self): + self.test_semaphore(sname="BoundedSemaphore") + + @classmethod + def _test_condition(cls, obj): + obj.acquire() + obj.release() + + def test_condition(self): + o = self.manager.Condition() + self.run_worker(self._test_condition, o) + + @classmethod + def _test_barrier(cls, obj): + assert obj.parties == 5 + obj.reset() + + def test_barrier(self): + o = self.manager.Barrier(5) + self.run_worker(self._test_barrier, o) + + @classmethod + def _test_pool(cls, obj): + # TODO: fix https://bugs.python.org/issue35919 + with obj: + pass + + def test_pool(self): + o = self.manager.Pool(processes=4) + self.run_worker(self._test_pool, o) + + @classmethod + def _test_queue(cls, obj): + assert obj.qsize() == 2 + assert obj.full() + assert not obj.empty() + assert obj.get() == 5 + assert not obj.empty() + assert obj.get() == 6 + assert obj.empty() + + def test_queue(self, qname="Queue"): + o = getattr(self.manager, qname)(2) + o.put(5) + o.put(6) + self.run_worker(self._test_queue, o) + assert o.empty() + assert not o.full() + + def test_joinable_queue(self): + self.test_queue("JoinableQueue") + + @classmethod + def _test_list(cls, obj): + assert obj[0] == 5 + assert obj.count(5) == 1 + assert obj.index(5) == 0 + obj.sort() + obj.reverse() + for x in obj: + pass + assert len(obj) == 1 + assert obj.pop(0) == 5 + + def test_list(self): + o = self.manager.list() + o.append(5) + self.run_worker(self._test_list, o) + assert not o + self.assertEqual(len(o), 0) + + @classmethod + def _test_dict(cls, obj): + assert len(obj) == 1 + assert obj['foo'] == 5 + assert obj.get('foo') == 5 + assert list(obj.items()) == [('foo', 5)] + assert list(obj.keys()) == ['foo'] + assert list(obj.values()) == [5] + assert obj.copy() == {'foo': 5} + assert obj.popitem() == ('foo', 5) + + def test_dict(self): + o = self.manager.dict() + o['foo'] = 5 + self.run_worker(self._test_dict, o) + assert not o + self.assertEqual(len(o), 0) + + @classmethod + def _test_value(cls, obj): + assert obj.value == 1 + assert obj.get() == 1 + obj.set(2) + + def test_value(self): + o = self.manager.Value('i', 1) + self.run_worker(self._test_value, o) + self.assertEqual(o.value, 2) + self.assertEqual(o.get(), 2) + + @classmethod + def _test_array(cls, obj): + assert obj[0] == 0 + assert obj[1] == 1 + assert len(obj) == 2 + assert list(obj) == [0, 1] + + def test_array(self): + o = self.manager.Array('i', [0, 1]) + self.run_worker(self._test_array, o) + + @classmethod + def _test_namespace(cls, obj): + assert obj.x == 0 + assert obj.y == 1 + + def test_namespace(self): + o = self.manager.Namespace() + o.x = 0 + o.y = 1 + self.run_worker(self._test_namespace, o) + + +class TestNamedResource(unittest.TestCase): + @unittest.skipIf(sys.hexversion <= 0x30a05f0, "SemLock subclass") + def test_global_named_resource_spawn(self): + # + # gh-90549: Check that global named resources in main module + # will not leak by a subprocess, in spawn context. + # + testfn = os_helper.TESTFN + self.addCleanup(os_helper.unlink, testfn) + with open(testfn, 'w', encoding='utf-8') as f: + f.write(textwrap.dedent('''\ + import multiprocess as mp + + ctx = mp.get_context('spawn') + + global_resource = ctx.Semaphore() + + def submain(): pass + + if __name__ == '__main__': + p = ctx.Process(target=submain) + p.start() + p.join() + ''')) + rc, out, err = test.support.script_helper.assert_python_ok(testfn, **ENV) + # on error, err = 'UserWarning: resource_tracker: There appear to + # be 1 leaked semaphore objects to clean up at shutdown' + self.assertEqual(err, b'') + + +class MiscTestCase(unittest.TestCase): + def test__all__(self): + # Just make sure names in not_exported are excluded + support.check__all__(self, multiprocessing, extra=multiprocessing.__all__, + not_exported=['SUBDEBUG', 'SUBWARNING', + 'license', 'citation']) + + +# +# Mixins +# + +class BaseMixin(object): + @classmethod + def setUpClass(cls): + cls.dangling = (multiprocessing.process._dangling.copy(), + threading._dangling.copy()) + + @classmethod + def tearDownClass(cls): + # bpo-26762: Some multiprocessing objects like Pool create reference + # cycles. Trigger a garbage collection to break these cycles. + test.support.gc_collect() + + processes = set(multiprocessing.process._dangling) - set(cls.dangling[0]) + if processes: + test.support.environment_altered = True + support.print_warning(f'Dangling processes: {processes}') + processes = None + + threads = set(threading._dangling) - set(cls.dangling[1]) + if threads: + test.support.environment_altered = True + support.print_warning(f'Dangling threads: {threads}') + threads = None + + +class ProcessesMixin(BaseMixin): + TYPE = 'processes' + Process = multiprocessing.Process + connection = multiprocessing.connection + current_process = staticmethod(multiprocessing.current_process) + parent_process = staticmethod(multiprocessing.parent_process) + active_children = staticmethod(multiprocessing.active_children) + Pool = staticmethod(multiprocessing.Pool) + Pipe = staticmethod(multiprocessing.Pipe) + Queue = staticmethod(multiprocessing.Queue) + JoinableQueue = staticmethod(multiprocessing.JoinableQueue) + Lock = staticmethod(multiprocessing.Lock) + RLock = staticmethod(multiprocessing.RLock) + Semaphore = staticmethod(multiprocessing.Semaphore) + BoundedSemaphore = staticmethod(multiprocessing.BoundedSemaphore) + Condition = staticmethod(multiprocessing.Condition) + Event = staticmethod(multiprocessing.Event) + Barrier = staticmethod(multiprocessing.Barrier) + Value = staticmethod(multiprocessing.Value) + Array = staticmethod(multiprocessing.Array) + RawValue = staticmethod(multiprocessing.RawValue) + RawArray = staticmethod(multiprocessing.RawArray) + + +class ManagerMixin(BaseMixin): + TYPE = 'manager' + Process = multiprocessing.Process + Queue = property(operator.attrgetter('manager.Queue')) + JoinableQueue = property(operator.attrgetter('manager.JoinableQueue')) + Lock = property(operator.attrgetter('manager.Lock')) + RLock = property(operator.attrgetter('manager.RLock')) + Semaphore = property(operator.attrgetter('manager.Semaphore')) + BoundedSemaphore = property(operator.attrgetter('manager.BoundedSemaphore')) + Condition = property(operator.attrgetter('manager.Condition')) + Event = property(operator.attrgetter('manager.Event')) + Barrier = property(operator.attrgetter('manager.Barrier')) + Value = property(operator.attrgetter('manager.Value')) + Array = property(operator.attrgetter('manager.Array')) + list = property(operator.attrgetter('manager.list')) + dict = property(operator.attrgetter('manager.dict')) + Namespace = property(operator.attrgetter('manager.Namespace')) + + @classmethod + def Pool(cls, *args, **kwds): + return cls.manager.Pool(*args, **kwds) + + @classmethod + def setUpClass(cls): + super().setUpClass() + cls.manager = multiprocessing.Manager() + + @classmethod + def tearDownClass(cls): + # only the manager process should be returned by active_children() + # but this can take a bit on slow machines, so wait a few seconds + # if there are other children too (see #17395) + start_time = time.monotonic() + t = 0.01 + while len(multiprocessing.active_children()) > 1: + time.sleep(t) + t *= 2 + dt = time.monotonic() - start_time + if dt >= 5.0: + test.support.environment_altered = True + support.print_warning(f"multiprocess.Manager still has " + f"{multiprocessing.active_children()} " + f"active children after {dt} seconds") + break + + gc.collect() # do garbage collection + if cls.manager._number_of_objects() != 0: + # This is not really an error since some tests do not + # ensure that all processes which hold a reference to a + # managed object have been joined. + test.support.environment_altered = True + support.print_warning('Shared objects which still exist ' + 'at manager shutdown:') + support.print_warning(cls.manager._debug_info()) + cls.manager.shutdown() + cls.manager.join() + cls.manager = None + + super().tearDownClass() + + +class ThreadsMixin(BaseMixin): + TYPE = 'threads' + Process = multiprocessing.dummy.Process + connection = multiprocessing.dummy.connection + current_process = staticmethod(multiprocessing.dummy.current_process) + active_children = staticmethod(multiprocessing.dummy.active_children) + Pool = staticmethod(multiprocessing.dummy.Pool) + Pipe = staticmethod(multiprocessing.dummy.Pipe) + Queue = staticmethod(multiprocessing.dummy.Queue) + JoinableQueue = staticmethod(multiprocessing.dummy.JoinableQueue) + Lock = staticmethod(multiprocessing.dummy.Lock) + RLock = staticmethod(multiprocessing.dummy.RLock) + Semaphore = staticmethod(multiprocessing.dummy.Semaphore) + BoundedSemaphore = staticmethod(multiprocessing.dummy.BoundedSemaphore) + Condition = staticmethod(multiprocessing.dummy.Condition) + Event = staticmethod(multiprocessing.dummy.Event) + Barrier = staticmethod(multiprocessing.dummy.Barrier) + Value = staticmethod(multiprocessing.dummy.Value) + Array = staticmethod(multiprocessing.dummy.Array) + +# +# Functions used to create test cases from the base ones in this module +# + +def install_tests_in_module_dict(remote_globs, start_method): + __module__ = remote_globs['__name__'] + local_globs = globals() + ALL_TYPES = {'processes', 'threads', 'manager'} + + for name, base in local_globs.items(): + if not isinstance(base, type): + continue + if issubclass(base, BaseTestCase): + if base is BaseTestCase: + continue + assert set(base.ALLOWED_TYPES) <= ALL_TYPES, base.ALLOWED_TYPES + for type_ in base.ALLOWED_TYPES: + newname = 'With' + type_.capitalize() + name[1:] + Mixin = local_globs[type_.capitalize() + 'Mixin'] + class Temp(base, Mixin, unittest.TestCase): + pass + if type_ == 'manager': + Temp = hashlib_helper.requires_hashdigest('md5')(Temp) + Temp.__name__ = Temp.__qualname__ = newname + Temp.__module__ = __module__ + remote_globs[newname] = Temp + elif issubclass(base, unittest.TestCase): + class Temp(base, object): + pass + Temp.__name__ = Temp.__qualname__ = name + Temp.__module__ = __module__ + remote_globs[name] = Temp + + dangling = [None, None] + old_start_method = [None] + + def setUpModule(): + multiprocessing.set_forkserver_preload(PRELOAD) + multiprocessing.process._cleanup() + dangling[0] = multiprocessing.process._dangling.copy() + dangling[1] = threading._dangling.copy() + old_start_method[0] = multiprocessing.get_start_method(allow_none=True) + try: + multiprocessing.set_start_method(start_method, force=True) + except ValueError: + raise unittest.SkipTest(start_method + + ' start method not supported') + + if sys.platform.startswith("linux"): + try: + lock = multiprocessing.RLock() + except OSError: + raise unittest.SkipTest("OSError raises on RLock creation, " + "see issue 3111!") + check_enough_semaphores() + util.get_temp_dir() # creates temp directory + multiprocessing.get_logger().setLevel(LOG_LEVEL) + + def tearDownModule(): + need_sleep = False + + # bpo-26762: Some multiprocessing objects like Pool create reference + # cycles. Trigger a garbage collection to break these cycles. + test.support.gc_collect() + + multiprocessing.set_start_method(old_start_method[0], force=True) + # pause a bit so we don't get warning about dangling threads/processes + processes = set(multiprocessing.process._dangling) - set(dangling[0]) + if processes: + need_sleep = True + test.support.environment_altered = True + support.print_warning(f'Dangling processes: {processes}') + processes = None + + threads = set(threading._dangling) - set(dangling[1]) + if threads: + need_sleep = True + test.support.environment_altered = True + support.print_warning(f'Dangling threads: {threads}') + threads = None + + # Sleep 500 ms to give time to child processes to complete. + if need_sleep: + time.sleep(0.5) + + multiprocessing.util._cleanup_tests() + + remote_globs['setUpModule'] = setUpModule + remote_globs['tearDownModule'] = tearDownModule + + +@unittest.skipIf(not hasattr(_multiprocessing, 'SemLock'), 'SemLock not available') +@unittest.skipIf(sys.platform != "linux", "Linux only") +@unittest.skipIf(sys.hexversion <= 0x30a05f0, "SemLock subclass") +class SemLockTests(unittest.TestCase): + + def test_semlock_subclass(self): + class SemLock(_multiprocessing.SemLock): + pass + name = f'test_semlock_subclass-{os.getpid()}' + s = SemLock(1, 0, 10, name, False) + _multiprocessing.sem_unlink(name) diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/__main__.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/__main__.py new file mode 100644 index 0000000000000000000000000000000000000000..f0de127e06a38f895225e79aa06678dc8e58e731 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/__main__.py @@ -0,0 +1,34 @@ +#!/usr/bin/env python +# +# Author: Mike McKerns (mmckerns @caltech and @uqfoundation) +# Copyright (c) 2018-2024 The Uncertainty Quantification Foundation. +# License: 3-clause BSD. The full license text is available at: +# - https://github.com/uqfoundation/multiprocess/blob/master/LICENSE + +import glob +import os +import sys +import subprocess as sp +python = sys.executable +try: + import pox + python = pox.which_python(version=True) or python +except ImportError: + pass +shell = sys.platform[:3] == 'win' + +suite = os.path.dirname(__file__) or os.path.curdir +tests = glob.glob(suite + os.path.sep + 'test_*.py') +tests = glob.glob(suite + os.path.sep + '__init__.py') + \ + [i for i in tests if 'main' not in i] + + +if __name__ == '__main__': + + failed = 0 + for test in tests: + p = sp.Popen([python, test], shell=shell).wait() + if p: + failed = 1 + print('') + exit(failed) diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/__pycache__/__main__.cpython-310.pyc b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/__pycache__/__main__.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..2f1a1a3ac54968c9e217276b0669a93dea0a2985 Binary files /dev/null and b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/__pycache__/__main__.cpython-310.pyc differ diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/__pycache__/test_multiprocessing_main_handling.cpython-310.pyc b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/__pycache__/test_multiprocessing_main_handling.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..f93350ee576fb2405982c45b7fdb362594b2ffda Binary files /dev/null and b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/__pycache__/test_multiprocessing_main_handling.cpython-310.pyc differ diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/__pycache__/test_multiprocessing_spawn.cpython-310.pyc b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/__pycache__/test_multiprocessing_spawn.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..8eb2d5357dd4fa639c9e9308d3ff4702d096cfa8 Binary files /dev/null and b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/__pycache__/test_multiprocessing_spawn.cpython-310.pyc differ diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/mp_fork_bomb.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/mp_fork_bomb.py new file mode 100644 index 0000000000000000000000000000000000000000..017e010ba0e6fd4372356e7c2bef5b0f23717c1a --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/mp_fork_bomb.py @@ -0,0 +1,18 @@ +import multiprocessing, sys + +def foo(): + print("123") + +# Because "if __name__ == '__main__'" is missing this will not work +# correctly on Windows. However, we should get a RuntimeError rather +# than the Windows equivalent of a fork bomb. + +if len(sys.argv) > 1: + multiprocessing.set_start_method(sys.argv[1]) +else: + multiprocessing.set_start_method('spawn') + +p = multiprocessing.Process(target=foo) +p.start() +p.join() +sys.exit(p.exitcode) diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/mp_preload.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/mp_preload.py new file mode 100644 index 0000000000000000000000000000000000000000..a5d10606e41616d9e18c4a474f674566b39199a0 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/mp_preload.py @@ -0,0 +1,18 @@ +import multiprocessing + +multiprocessing.Lock() + + +def f(): + print("ok") + + +if __name__ == "__main__": + ctx = multiprocessing.get_context("forkserver") + modname = "multiprocess.tests.mp_preload" + # Make sure it's importable + __import__(modname) + ctx.set_forkserver_preload([modname]) + proc = ctx.Process(target=f) + proc.start() + proc.join() diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/test_multiprocessing_fork.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/test_multiprocessing_fork.py new file mode 100644 index 0000000000000000000000000000000000000000..f331e381613626c6b406f782bb2e4afb850c658c --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/test_multiprocessing_fork.py @@ -0,0 +1,19 @@ +import unittest +from multiprocess.tests import install_tests_in_module_dict + +import sys +from test import support + +if support.PGO: + raise unittest.SkipTest("test is not helpful for PGO") + +if sys.platform == "win32": + raise unittest.SkipTest("fork is not available on Windows") + +if sys.platform == 'darwin': + raise unittest.SkipTest("test may crash on macOS (bpo-33725)") + +install_tests_in_module_dict(globals(), 'fork') + +if __name__ == '__main__': + unittest.main() diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/test_multiprocessing_forkserver.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/test_multiprocessing_forkserver.py new file mode 100644 index 0000000000000000000000000000000000000000..b3251208c2060ee3ccc3fc30f4904534e98058f2 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/test_multiprocessing_forkserver.py @@ -0,0 +1,16 @@ +import unittest +from multiprocess.tests import install_tests_in_module_dict + +import sys +from test import support + +if support.PGO: + raise unittest.SkipTest("test is not helpful for PGO") + +if sys.platform == "win32": + raise unittest.SkipTest("forkserver is not available on Windows") + +install_tests_in_module_dict(globals(), 'forkserver') + +if __name__ == '__main__': + unittest.main() diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/test_multiprocessing_main_handling.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/test_multiprocessing_main_handling.py new file mode 100644 index 0000000000000000000000000000000000000000..ab88d2261b3c1fa6c2b7ae7065cbc270ac2be676 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/test_multiprocessing_main_handling.py @@ -0,0 +1,303 @@ +# tests __main__ module handling in multiprocessing +from test import support +from test.support import import_helper +# Skip tests if _multiprocessing wasn't built. +import_helper.import_module('_multiprocessing') + +import importlib +import importlib.machinery +import unittest +import sys +import os +import os.path +import py_compile + +from test.support import os_helper +from test.support.script_helper import ( + make_pkg, make_script, make_zip_pkg, make_zip_script, + assert_python_ok) + +if support.PGO: + raise unittest.SkipTest("test is not helpful for PGO") + +# Look up which start methods are available to test +import multiprocess as multiprocessing +AVAILABLE_START_METHODS = set(multiprocessing.get_all_start_methods()) + +# Issue #22332: Skip tests if sem_open implementation is broken. +import_helper.import_module('multiprocess.synchronize') + +verbose = support.verbose + +test_source = """\ +# multiprocessing includes all sorts of shenanigans to make __main__ +# attributes accessible in the subprocess in a pickle compatible way. + +# We run the "doesn't work in the interactive interpreter" example from +# the docs to make sure it *does* work from an executed __main__, +# regardless of the invocation mechanism + +import sys +import time +sys.path.extend({0}) +from multiprocess import Pool, set_start_method + +# We use this __main__ defined function in the map call below in order to +# check that multiprocessing in correctly running the unguarded +# code in child processes and then making it available as __main__ +def f(x): + return x*x + +# Check explicit relative imports +if "check_sibling" in __file__: + # We're inside a package and not in a __main__.py file + # so make sure explicit relative imports work correctly + from . import sibling + +if __name__ == '__main__': + start_method = sys.argv[1] + set_start_method(start_method) + results = [] + with Pool(5) as pool: + pool.map_async(f, [1, 2, 3], callback=results.extend) + start_time = getattr(time,'monotonic',time.time)() + while not results: + time.sleep(0.05) + # up to 1 min to report the results + dt = getattr(time,'monotonic',time.time)() - start_time + if dt > 60.0: + raise RuntimeError("Timed out waiting for results (%.1f sec)" % dt) + + results.sort() + print(start_method, "->", results) + + pool.join() +""".format(sys.path) + +test_source_main_skipped_in_children = """\ +# __main__.py files have an implied "if __name__ == '__main__'" so +# multiprocessing should always skip running them in child processes + +# This means we can't use __main__ defined functions in child processes, +# so we just use "int" as a passthrough operation below + +if __name__ != "__main__": + raise RuntimeError("Should only be called as __main__!") + +import sys +import time +sys.path.extend({0}) +from multiprocess import Pool, set_start_method + +start_method = sys.argv[1] +set_start_method(start_method) +results = [] +with Pool(5) as pool: + pool.map_async(int, [1, 4, 9], callback=results.extend) + start_time = getattr(time,'monotonic',time.time)() + while not results: + time.sleep(0.05) + # up to 1 min to report the results + dt = getattr(time,'monotonic',time.time)() - start_time + if dt > 60.0: + raise RuntimeError("Timed out waiting for results (%.1f sec)" % dt) + +results.sort() +print(start_method, "->", results) + +pool.join() +""".format(sys.path) + +# These helpers were copied from test_cmd_line_script & tweaked a bit... + +def _make_test_script(script_dir, script_basename, + source=test_source, omit_suffix=False): + to_return = make_script(script_dir, script_basename, + source, omit_suffix) + # Hack to check explicit relative imports + if script_basename == "check_sibling": + make_script(script_dir, "sibling", "") + importlib.invalidate_caches() + return to_return + +def _make_test_zip_pkg(zip_dir, zip_basename, pkg_name, script_basename, + source=test_source, depth=1): + to_return = make_zip_pkg(zip_dir, zip_basename, pkg_name, script_basename, + source, depth) + importlib.invalidate_caches() + return to_return + +# There's no easy way to pass the script directory in to get +# -m to work (avoiding that is the whole point of making +# directories and zipfiles executable!) +# So we fake it for testing purposes with a custom launch script +launch_source = """\ +import sys, os.path, runpy +sys.path.insert(0, %s) +runpy._run_module_as_main(%r) +""" + +def _make_launch_script(script_dir, script_basename, module_name, path=None): + if path is None: + path = "os.path.dirname(__file__)" + else: + path = repr(path) + source = launch_source % (path, module_name) + to_return = make_script(script_dir, script_basename, source) + importlib.invalidate_caches() + return to_return + +class MultiProcessingCmdLineMixin(): + maxDiff = None # Show full tracebacks on subprocess failure + + def setUp(self): + if self.start_method not in AVAILABLE_START_METHODS: + self.skipTest("%r start method not available" % self.start_method) + + def _check_output(self, script_name, exit_code, out, err): + if verbose > 1: + print("Output from test script %r:" % script_name) + print(repr(out)) + self.assertEqual(exit_code, 0) + self.assertEqual(err.decode('utf-8'), '') + expected_results = "%s -> [1, 4, 9]" % self.start_method + self.assertEqual(out.decode('utf-8').strip(), expected_results) + + def _check_script(self, script_name, *cmd_line_switches): + if not __debug__: + cmd_line_switches += ('-' + 'O' * sys.flags.optimize,) + run_args = cmd_line_switches + (script_name, self.start_method) + rc, out, err = assert_python_ok(*run_args, __isolated=False) + self._check_output(script_name, rc, out, err) + + def test_basic_script(self): + with os_helper.temp_dir() as script_dir: + script_name = _make_test_script(script_dir, 'script') + self._check_script(script_name) + + def test_basic_script_no_suffix(self): + with os_helper.temp_dir() as script_dir: + script_name = _make_test_script(script_dir, 'script', + omit_suffix=True) + self._check_script(script_name) + + def test_ipython_workaround(self): + # Some versions of the IPython launch script are missing the + # __name__ = "__main__" guard, and multiprocessing has long had + # a workaround for that case + # See https://github.com/ipython/ipython/issues/4698 + source = test_source_main_skipped_in_children + with os_helper.temp_dir() as script_dir: + script_name = _make_test_script(script_dir, 'ipython', + source=source) + self._check_script(script_name) + script_no_suffix = _make_test_script(script_dir, 'ipython', + source=source, + omit_suffix=True) + self._check_script(script_no_suffix) + + def test_script_compiled(self): + with os_helper.temp_dir() as script_dir: + script_name = _make_test_script(script_dir, 'script') + py_compile.compile(script_name, doraise=True) + os.remove(script_name) + pyc_file = import_helper.make_legacy_pyc(script_name) + self._check_script(pyc_file) + + def test_directory(self): + source = self.main_in_children_source + with os_helper.temp_dir() as script_dir: + script_name = _make_test_script(script_dir, '__main__', + source=source) + self._check_script(script_dir) + + def test_directory_compiled(self): + source = self.main_in_children_source + with os_helper.temp_dir() as script_dir: + script_name = _make_test_script(script_dir, '__main__', + source=source) + py_compile.compile(script_name, doraise=True) + os.remove(script_name) + pyc_file = import_helper.make_legacy_pyc(script_name) + self._check_script(script_dir) + + def test_zipfile(self): + source = self.main_in_children_source + with os_helper.temp_dir() as script_dir: + script_name = _make_test_script(script_dir, '__main__', + source=source) + zip_name, run_name = make_zip_script(script_dir, 'test_zip', script_name) + self._check_script(zip_name) + + def test_zipfile_compiled(self): + source = self.main_in_children_source + with os_helper.temp_dir() as script_dir: + script_name = _make_test_script(script_dir, '__main__', + source=source) + compiled_name = py_compile.compile(script_name, doraise=True) + zip_name, run_name = make_zip_script(script_dir, 'test_zip', compiled_name) + self._check_script(zip_name) + + def test_module_in_package(self): + with os_helper.temp_dir() as script_dir: + pkg_dir = os.path.join(script_dir, 'test_pkg') + make_pkg(pkg_dir) + script_name = _make_test_script(pkg_dir, 'check_sibling') + launch_name = _make_launch_script(script_dir, 'launch', + 'test_pkg.check_sibling') + self._check_script(launch_name) + + def test_module_in_package_in_zipfile(self): + with os_helper.temp_dir() as script_dir: + zip_name, run_name = _make_test_zip_pkg(script_dir, 'test_zip', 'test_pkg', 'script') + launch_name = _make_launch_script(script_dir, 'launch', 'test_pkg.script', zip_name) + self._check_script(launch_name) + + def test_module_in_subpackage_in_zipfile(self): + with os_helper.temp_dir() as script_dir: + zip_name, run_name = _make_test_zip_pkg(script_dir, 'test_zip', 'test_pkg', 'script', depth=2) + launch_name = _make_launch_script(script_dir, 'launch', 'test_pkg.test_pkg.script', zip_name) + self._check_script(launch_name) + + def test_package(self): + source = self.main_in_children_source + with os_helper.temp_dir() as script_dir: + pkg_dir = os.path.join(script_dir, 'test_pkg') + make_pkg(pkg_dir) + script_name = _make_test_script(pkg_dir, '__main__', + source=source) + launch_name = _make_launch_script(script_dir, 'launch', 'test_pkg') + self._check_script(launch_name) + + def test_package_compiled(self): + source = self.main_in_children_source + with os_helper.temp_dir() as script_dir: + pkg_dir = os.path.join(script_dir, 'test_pkg') + make_pkg(pkg_dir) + script_name = _make_test_script(pkg_dir, '__main__', + source=source) + compiled_name = py_compile.compile(script_name, doraise=True) + os.remove(script_name) + pyc_file = import_helper.make_legacy_pyc(script_name) + launch_name = _make_launch_script(script_dir, 'launch', 'test_pkg') + self._check_script(launch_name) + +# Test all supported start methods (setupClass skips as appropriate) + +class SpawnCmdLineTest(MultiProcessingCmdLineMixin, unittest.TestCase): + start_method = 'spawn' + main_in_children_source = test_source_main_skipped_in_children + +class ForkCmdLineTest(MultiProcessingCmdLineMixin, unittest.TestCase): + start_method = 'fork' + main_in_children_source = test_source + +class ForkServerCmdLineTest(MultiProcessingCmdLineMixin, unittest.TestCase): + start_method = 'forkserver' + main_in_children_source = test_source_main_skipped_in_children + +def tearDownModule(): + support.reap_children() + +if __name__ == '__main__': + unittest.main() diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/test_multiprocessing_spawn.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/test_multiprocessing_spawn.py new file mode 100644 index 0000000000000000000000000000000000000000..e5236c789d4b4828b618e7c5dda80778ba0504de --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/tests/test_multiprocessing_spawn.py @@ -0,0 +1,12 @@ +import unittest +from multiprocess.tests import install_tests_in_module_dict + +from test import support + +if support.PGO: + raise unittest.SkipTest("test is not helpful for PGO") + +install_tests_in_module_dict(globals(), 'spawn') + +if __name__ == '__main__': + unittest.main() diff --git a/llmeval-env/lib/python3.10/site-packages/multiprocess/util.py b/llmeval-env/lib/python3.10/site-packages/multiprocess/util.py new file mode 100644 index 0000000000000000000000000000000000000000..1f248d0957c10b69da4767b37bafa8bb92419d10 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/multiprocess/util.py @@ -0,0 +1,489 @@ +# +# Module providing various facilities to other parts of the package +# +# multiprocessing/util.py +# +# Copyright (c) 2006-2008, R Oudkerk +# Licensed to PSF under a Contributor Agreement. +# + +import os +import itertools +import sys +import weakref +import atexit +import threading # we want threading to install it's + # cleanup function before multiprocessing does +from subprocess import _args_from_interpreter_flags + +from . import process + +__all__ = [ + 'sub_debug', 'debug', 'info', 'sub_warning', 'get_logger', + 'log_to_stderr', 'get_temp_dir', 'register_after_fork', + 'is_exiting', 'Finalize', 'ForkAwareThreadLock', 'ForkAwareLocal', + 'close_all_fds_except', 'SUBDEBUG', 'SUBWARNING', + ] + +# +# Logging +# + +NOTSET = 0 +SUBDEBUG = 5 +DEBUG = 10 +INFO = 20 +SUBWARNING = 25 + +LOGGER_NAME = 'multiprocess' +DEFAULT_LOGGING_FORMAT = '[%(levelname)s/%(processName)s] %(message)s' + +_logger = None +_log_to_stderr = False + +def sub_debug(msg, *args): + if _logger: + _logger.log(SUBDEBUG, msg, *args) + +def debug(msg, *args): + if _logger: + _logger.log(DEBUG, msg, *args) + +def info(msg, *args): + if _logger: + _logger.log(INFO, msg, *args) + +def sub_warning(msg, *args): + if _logger: + _logger.log(SUBWARNING, msg, *args) + +def get_logger(): + ''' + Returns logger used by multiprocess + ''' + global _logger + import logging + + logging._acquireLock() + try: + if not _logger: + + _logger = logging.getLogger(LOGGER_NAME) + _logger.propagate = 0 + + # XXX multiprocessing should cleanup before logging + if hasattr(atexit, 'unregister'): + atexit.unregister(_exit_function) + atexit.register(_exit_function) + else: + atexit._exithandlers.remove((_exit_function, (), {})) + atexit._exithandlers.append((_exit_function, (), {})) + + finally: + logging._releaseLock() + + return _logger + +def log_to_stderr(level=None): + ''' + Turn on logging and add a handler which prints to stderr + ''' + global _log_to_stderr + import logging + + logger = get_logger() + formatter = logging.Formatter(DEFAULT_LOGGING_FORMAT) + handler = logging.StreamHandler() + handler.setFormatter(formatter) + logger.addHandler(handler) + + if level: + logger.setLevel(level) + _log_to_stderr = True + return _logger + + +# Abstract socket support + +def _platform_supports_abstract_sockets(): + if sys.platform == "linux": + return True + if hasattr(sys, 'getandroidapilevel'): + return True + return False + + +def is_abstract_socket_namespace(address): + if not address: + return False + if isinstance(address, bytes): + return address[0] == 0 + elif isinstance(address, str): + return address[0] == "\0" + raise TypeError(f'address type of {address!r} unrecognized') + + +abstract_sockets_supported = _platform_supports_abstract_sockets() + +# +# Function returning a temp directory which will be removed on exit +# + +def _remove_temp_dir(rmtree, tempdir): + rmtree(tempdir) + + current_process = process.current_process() + # current_process() can be None if the finalizer is called + # late during Python finalization + if current_process is not None: + current_process._config['tempdir'] = None + +def get_temp_dir(): + # get name of a temp directory which will be automatically cleaned up + tempdir = process.current_process()._config.get('tempdir') + if tempdir is None: + import shutil, tempfile + tempdir = tempfile.mkdtemp(prefix='pymp-') + info('created temp directory %s', tempdir) + # keep a strong reference to shutil.rmtree(), since the finalizer + # can be called late during Python shutdown + Finalize(None, _remove_temp_dir, args=(shutil.rmtree, tempdir), + exitpriority=-100) + process.current_process()._config['tempdir'] = tempdir + return tempdir + +# +# Support for reinitialization of objects when bootstrapping a child process +# + +_afterfork_registry = weakref.WeakValueDictionary() +_afterfork_counter = itertools.count() + +def _run_after_forkers(): + items = list(_afterfork_registry.items()) + items.sort() + for (index, ident, func), obj in items: + try: + func(obj) + except Exception as e: + info('after forker raised exception %s', e) + +def register_after_fork(obj, func): + _afterfork_registry[(next(_afterfork_counter), id(obj), func)] = obj + +# +# Finalization using weakrefs +# + +_finalizer_registry = {} +_finalizer_counter = itertools.count() + + +class Finalize(object): + ''' + Class which supports object finalization using weakrefs + ''' + def __init__(self, obj, callback, args=(), kwargs=None, exitpriority=None): + if (exitpriority is not None) and not isinstance(exitpriority,int): + raise TypeError( + "Exitpriority ({0!r}) must be None or int, not {1!s}".format( + exitpriority, type(exitpriority))) + + if obj is not None: + self._weakref = weakref.ref(obj, self) + elif exitpriority is None: + raise ValueError("Without object, exitpriority cannot be None") + + self._callback = callback + self._args = args + self._kwargs = kwargs or {} + self._key = (exitpriority, next(_finalizer_counter)) + self._pid = os.getpid() + + _finalizer_registry[self._key] = self + + def __call__(self, wr=None, + # Need to bind these locally because the globals can have + # been cleared at shutdown + _finalizer_registry=_finalizer_registry, + sub_debug=sub_debug, getpid=os.getpid): + ''' + Run the callback unless it has already been called or cancelled + ''' + try: + del _finalizer_registry[self._key] + except KeyError: + sub_debug('finalizer no longer registered') + else: + if self._pid != getpid(): + sub_debug('finalizer ignored because different process') + res = None + else: + sub_debug('finalizer calling %s with args %s and kwargs %s', + self._callback, self._args, self._kwargs) + res = self._callback(*self._args, **self._kwargs) + self._weakref = self._callback = self._args = \ + self._kwargs = self._key = None + return res + + def cancel(self): + ''' + Cancel finalization of the object + ''' + try: + del _finalizer_registry[self._key] + except KeyError: + pass + else: + self._weakref = self._callback = self._args = \ + self._kwargs = self._key = None + + def still_active(self): + ''' + Return whether this finalizer is still waiting to invoke callback + ''' + return self._key in _finalizer_registry + + def __repr__(self): + try: + obj = self._weakref() + except (AttributeError, TypeError): + obj = None + + if obj is None: + return '<%s object, dead>' % self.__class__.__name__ + + x = '<%s object, callback=%s' % ( + self.__class__.__name__, + getattr(self._callback, '__name__', self._callback)) + if self._args: + x += ', args=' + str(self._args) + if self._kwargs: + x += ', kwargs=' + str(self._kwargs) + if self._key[0] is not None: + x += ', exitpriority=' + str(self._key[0]) + return x + '>' + + +def _run_finalizers(minpriority=None): + ''' + Run all finalizers whose exit priority is not None and at least minpriority + + Finalizers with highest priority are called first; finalizers with + the same priority will be called in reverse order of creation. + ''' + if _finalizer_registry is None: + # This function may be called after this module's globals are + # destroyed. See the _exit_function function in this module for more + # notes. + return + + if minpriority is None: + f = lambda p : p[0] is not None + else: + f = lambda p : p[0] is not None and p[0] >= minpriority + + # Careful: _finalizer_registry may be mutated while this function + # is running (either by a GC run or by another thread). + + # list(_finalizer_registry) should be atomic, while + # list(_finalizer_registry.items()) is not. + keys = [key for key in list(_finalizer_registry) if f(key)] + keys.sort(reverse=True) + + for key in keys: + finalizer = _finalizer_registry.get(key) + # key may have been removed from the registry + if finalizer is not None: + sub_debug('calling %s', finalizer) + try: + finalizer() + except Exception: + import traceback + traceback.print_exc() + + if minpriority is None: + _finalizer_registry.clear() + +# +# Clean up on exit +# + +def is_exiting(): + ''' + Returns true if the process is shutting down + ''' + return _exiting or _exiting is None + +_exiting = False + +def _exit_function(info=info, debug=debug, _run_finalizers=_run_finalizers, + active_children=process.active_children, + current_process=process.current_process): + # We hold on to references to functions in the arglist due to the + # situation described below, where this function is called after this + # module's globals are destroyed. + + global _exiting + + if not _exiting: + _exiting = True + + info('process shutting down') + debug('running all "atexit" finalizers with priority >= 0') + _run_finalizers(0) + + if current_process() is not None: + # We check if the current process is None here because if + # it's None, any call to ``active_children()`` will raise + # an AttributeError (active_children winds up trying to + # get attributes from util._current_process). One + # situation where this can happen is if someone has + # manipulated sys.modules, causing this module to be + # garbage collected. The destructor for the module type + # then replaces all values in the module dict with None. + # For instance, after setuptools runs a test it replaces + # sys.modules with a copy created earlier. See issues + # #9775 and #15881. Also related: #4106, #9205, and + # #9207. + + for p in active_children(): + if p.daemon: + info('calling terminate() for daemon %s', p.name) + p._popen.terminate() + + for p in active_children(): + info('calling join() for process %s', p.name) + p.join() + + debug('running the remaining "atexit" finalizers') + _run_finalizers() + +atexit.register(_exit_function) + +# +# Some fork aware types +# + +class ForkAwareThreadLock(object): + def __init__(self): + self._lock = threading.Lock() + self.acquire = self._lock.acquire + self.release = self._lock.release + register_after_fork(self, ForkAwareThreadLock._at_fork_reinit) + + def _at_fork_reinit(self): + self._lock._at_fork_reinit() + + def __enter__(self): + return self._lock.__enter__() + + def __exit__(self, *args): + return self._lock.__exit__(*args) + + +class ForkAwareLocal(threading.local): + def __init__(self): + register_after_fork(self, lambda obj : obj.__dict__.clear()) + def __reduce__(self): + return type(self), () + +# +# Close fds except those specified +# + +try: + MAXFD = os.sysconf("SC_OPEN_MAX") +except Exception: + MAXFD = 256 + +def close_all_fds_except(fds): + fds = list(fds) + [-1, MAXFD] + fds.sort() + assert fds[-1] == MAXFD, 'fd too large' + for i in range(len(fds) - 1): + os.closerange(fds[i]+1, fds[i+1]) +# +# Close sys.stdin and replace stdin with os.devnull +# + +def _close_stdin(): + if sys.stdin is None: + return + + try: + sys.stdin.close() + except (OSError, ValueError): + pass + + try: + fd = os.open(os.devnull, os.O_RDONLY) + try: + sys.stdin = open(fd, encoding="utf-8", closefd=False) + except: + os.close(fd) + raise + except (OSError, ValueError): + pass + +# +# Flush standard streams, if any +# + +def _flush_std_streams(): + try: + sys.stdout.flush() + except (AttributeError, ValueError): + pass + try: + sys.stderr.flush() + except (AttributeError, ValueError): + pass + +# +# Start a program with only specified fds kept open +# + +def spawnv_passfds(path, args, passfds): + import _posixsubprocess + passfds = tuple(sorted(map(int, passfds))) + errpipe_read, errpipe_write = os.pipe() + try: + return _posixsubprocess.fork_exec( + args, [os.fsencode(path)], True, passfds, None, None, + -1, -1, -1, -1, -1, -1, errpipe_read, errpipe_write, + False, False, None, None, None, -1, None) + finally: + os.close(errpipe_read) + os.close(errpipe_write) + + +def close_fds(*fds): + """Close each file descriptor given as an argument""" + for fd in fds: + os.close(fd) + + +def _cleanup_tests(): + """Cleanup multiprocessing resources when multiprocessing tests + completed.""" + + from test import support + + # cleanup multiprocessing + process._cleanup() + + # Stop the ForkServer process if it's running + from multiprocess import forkserver + forkserver._forkserver._stop() + + # Stop the ResourceTracker process if it's running + from multiprocess import resource_tracker + resource_tracker._resource_tracker._stop() + + # bpo-37421: Explicitly call _run_finalizers() to remove immediately + # temporary directories created by multiprocessing.util.get_temp_dir(). + _run_finalizers() + support.gc_collect() + + support.reap_children() diff --git a/llmeval-env/lib/python3.10/site-packages/packaging-24.0.dist-info/LICENSE b/llmeval-env/lib/python3.10/site-packages/packaging-24.0.dist-info/LICENSE new file mode 100644 index 0000000000000000000000000000000000000000..6f62d44e4ef733c0e713afcd2371fed7f2b3de67 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/packaging-24.0.dist-info/LICENSE @@ -0,0 +1,3 @@ +This software is made available under the terms of *either* of the licenses +found in LICENSE.APACHE or LICENSE.BSD. Contributions to this software is made +under the terms of *both* these licenses. diff --git a/llmeval-env/lib/python3.10/site-packages/packaging-24.0.dist-info/LICENSE.APACHE b/llmeval-env/lib/python3.10/site-packages/packaging-24.0.dist-info/LICENSE.APACHE new file mode 100644 index 0000000000000000000000000000000000000000..f433b1a53f5b830a205fd2df78e2b34974656c7b --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/packaging-24.0.dist-info/LICENSE.APACHE @@ -0,0 +1,177 @@ + + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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Redistributions of source code must retain the above copyright notice, + this list of conditions and the following disclaimer. + + 2. Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in the + documentation and/or other materials provided with the distribution. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND +ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE +FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL +DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR +SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER +CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, +OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. diff --git a/llmeval-env/lib/python3.10/site-packages/packaging-24.0.dist-info/RECORD b/llmeval-env/lib/python3.10/site-packages/packaging-24.0.dist-info/RECORD new file mode 100644 index 0000000000000000000000000000000000000000..a5419e4d96ad680b02d9d92bac5f0655b6e795af --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/packaging-24.0.dist-info/RECORD @@ -0,0 +1,36 @@ +packaging-24.0.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4 +packaging-24.0.dist-info/LICENSE,sha256=ytHvW9NA1z4HS6YU0m996spceUDD2MNIUuZcSQlobEg,197 +packaging-24.0.dist-info/LICENSE.APACHE,sha256=DVQuDIgE45qn836wDaWnYhSdxoLXgpRRKH4RuTjpRZQ,10174 +packaging-24.0.dist-info/LICENSE.BSD,sha256=tw5-m3QvHMb5SLNMFqo5_-zpQZY2S8iP8NIYDwAo-sU,1344 +packaging-24.0.dist-info/METADATA,sha256=0dESdhY_wHValuOrbgdebiEw04EbX4dkujlxPdEsFus,3203 +packaging-24.0.dist-info/RECORD,, +packaging-24.0.dist-info/WHEEL,sha256=EZbGkh7Ie4PoZfRQ8I0ZuP9VklN_TvcZ6DSE5Uar4z4,81 +packaging/__init__.py,sha256=UzotcV07p8vcJzd80S-W0srhgY8NMVD_XvJcZ7JN-tA,496 +packaging/__pycache__/__init__.cpython-310.pyc,, +packaging/__pycache__/_elffile.cpython-310.pyc,, +packaging/__pycache__/_manylinux.cpython-310.pyc,, +packaging/__pycache__/_musllinux.cpython-310.pyc,, +packaging/__pycache__/_parser.cpython-310.pyc,, +packaging/__pycache__/_structures.cpython-310.pyc,, +packaging/__pycache__/_tokenizer.cpython-310.pyc,, +packaging/__pycache__/markers.cpython-310.pyc,, +packaging/__pycache__/metadata.cpython-310.pyc,, +packaging/__pycache__/requirements.cpython-310.pyc,, +packaging/__pycache__/specifiers.cpython-310.pyc,, +packaging/__pycache__/tags.cpython-310.pyc,, +packaging/__pycache__/utils.cpython-310.pyc,, +packaging/__pycache__/version.cpython-310.pyc,, +packaging/_elffile.py,sha256=hbmK8OD6Z7fY6hwinHEUcD1by7czkGiNYu7ShnFEk2k,3266 +packaging/_manylinux.py,sha256=1ng_TqyH49hY6s3W_zVHyoJIaogbJqbIF1jJ0fAehc4,9590 +packaging/_musllinux.py,sha256=kgmBGLFybpy8609-KTvzmt2zChCPWYvhp5BWP4JX7dE,2676 +packaging/_parser.py,sha256=zlsFB1FpMRjkUdQb6WLq7xON52ruQadxFpYsDXWhLb4,10347 +packaging/_structures.py,sha256=q3eVNmbWJGG_S0Dit_S3Ao8qQqz_5PYTXFAKBZe5yr4,1431 +packaging/_tokenizer.py,sha256=alCtbwXhOFAmFGZ6BQ-wCTSFoRAJ2z-ysIf7__MTJ_k,5292 +packaging/markers.py,sha256=eH-txS2zq1HdNpTd9LcZUcVIwewAiNU0grmq5wjKnOk,8208 +packaging/metadata.py,sha256=w7jPEg6mDf1FTZMn79aFxFuk4SKtynUJtxr2InTxlV4,33036 +packaging/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0 +packaging/requirements.py,sha256=dgoBeVprPu2YE6Q8nGfwOPTjATHbRa_ZGLyXhFEln6Q,2933 +packaging/specifiers.py,sha256=dB2DwbmvSbEuVilEyiIQ382YfW5JfwzXTfRRPVtaENY,39784 +packaging/tags.py,sha256=fedHXiOHkBxNZTXotXv8uXPmMFU9ae-TKBujgYHigcA,18950 +packaging/utils.py,sha256=XgdmP3yx9-wQEFjO7OvMj9RjEf5JlR5HFFR69v7SQ9E,5268 +packaging/version.py,sha256=XjRBLNK17UMDgLeP8UHnqwiY3TdSi03xFQURtec211A,16236 diff --git a/llmeval-env/lib/python3.10/site-packages/packaging-24.0.dist-info/WHEEL b/llmeval-env/lib/python3.10/site-packages/packaging-24.0.dist-info/WHEEL new file mode 100644 index 0000000000000000000000000000000000000000..3b5e64b5e6c4a210201d1676a891fd57b15cda99 --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/packaging-24.0.dist-info/WHEEL @@ -0,0 +1,4 @@ +Wheel-Version: 1.0 +Generator: flit 3.9.0 +Root-Is-Purelib: true +Tag: py3-none-any diff --git a/llmeval-env/lib/python3.10/site-packages/triton/ops/blocksparse/__init__.py b/llmeval-env/lib/python3.10/site-packages/triton/ops/blocksparse/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..6b24b5377fab564ac951b827e398c744524d711c --- /dev/null +++ b/llmeval-env/lib/python3.10/site-packages/triton/ops/blocksparse/__init__.py @@ -0,0 +1,7 @@ +from .matmul import matmul +from .softmax import softmax + +__all__ = [ + "matmul", + "softmax", +] diff --git a/llmeval-env/lib/python3.10/site-packages/triton/ops/blocksparse/__pycache__/softmax.cpython-310.pyc b/llmeval-env/lib/python3.10/site-packages/triton/ops/blocksparse/__pycache__/softmax.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..3340429e9966ee1dc461ead4e8ecb8de900b2bd8 Binary files /dev/null and b/llmeval-env/lib/python3.10/site-packages/triton/ops/blocksparse/__pycache__/softmax.cpython-310.pyc differ