Add files using upload-large-folder tool

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@@ -432,3 +432,5 @@ llava/lib/libstdc++.so filter=lfs diff=lfs merge=lfs -text
 llava/lib/libasan.so filter=lfs diff=lfs merge=lfs -text
 openflamingo/bin/python filter=lfs diff=lfs merge=lfs -text
 llava/lib/libtcl8.6.so filter=lfs diff=lfs merge=lfs -text
+llava/lib/python3.10/ensurepip/_bundled/setuptools-65.5.0-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
+llava/lib/python3.10/tkinter/__pycache__/__init__.cpython-310.pyc filter=lfs diff=lfs merge=lfs -text

llava/lib/python3.10/ensurepip/__init__.py

@@ -0,0 +1,294 @@
+import collections
+import os
+import os.path
+import subprocess
+import sys
+import sysconfig
+import tempfile
+from importlib import resources
+
+
+
+__all__ = ["version", "bootstrap"]
+_PACKAGE_NAMES = ('setuptools', 'pip')
+_SETUPTOOLS_VERSION = "65.5.0"
+_PIP_VERSION = "23.0.1"
+_PROJECTS = [
+    ("setuptools", _SETUPTOOLS_VERSION, "py3"),
+    ("pip", _PIP_VERSION, "py3"),
+]
+
+# Packages bundled in ensurepip._bundled have wheel_name set.
+# Packages from WHEEL_PKG_DIR have wheel_path set.
+_Package = collections.namedtuple('Package',
+                                  ('version', 'wheel_name', 'wheel_path'))
+
+# Directory of system wheel packages. Some Linux distribution packaging
+# policies recommend against bundling dependencies. For example, Fedora
+# installs wheel packages in the /usr/share/python-wheels/ directory and don't
+# install the ensurepip._bundled package.
+_WHEEL_PKG_DIR = sysconfig.get_config_var('WHEEL_PKG_DIR')
+
+
+def _find_packages(path):
+    packages = {}
+    try:
+        filenames = os.listdir(path)
+    except OSError:
+        # Ignore: path doesn't exist or permission error
+        filenames = ()
+    # Make the code deterministic if a directory contains multiple wheel files
+    # of the same package, but don't attempt to implement correct version
+    # comparison since this case should not happen.
+    filenames = sorted(filenames)
+    for filename in filenames:
+        # filename is like 'pip-21.2.4-py3-none-any.whl'
+        if not filename.endswith(".whl"):
+            continue
+        for name in _PACKAGE_NAMES:
+            prefix = name + '-'
+            if filename.startswith(prefix):
+                break
+        else:
+            continue
+
+        # Extract '21.2.4' from 'pip-21.2.4-py3-none-any.whl'
+        version = filename.removeprefix(prefix).partition('-')[0]
+        wheel_path = os.path.join(path, filename)
+        packages[name] = _Package(version, None, wheel_path)
+    return packages
+
+
+def _get_packages():
+    global _PACKAGES, _WHEEL_PKG_DIR
+    if _PACKAGES is not None:
+        return _PACKAGES
+
+    packages = {}
+    for name, version, py_tag in _PROJECTS:
+        wheel_name = f"{name}-{version}-{py_tag}-none-any.whl"
+        packages[name] = _Package(version, wheel_name, None)
+    if _WHEEL_PKG_DIR:
+        dir_packages = _find_packages(_WHEEL_PKG_DIR)
+        # only used the wheel package directory if all packages are found there
+        if all(name in dir_packages for name in _PACKAGE_NAMES):
+            packages = dir_packages
+    _PACKAGES = packages
+    return packages
+_PACKAGES = None
+
+
+def _run_pip(args, additional_paths=None):
+    # Run the bootstraping in a subprocess to avoid leaking any state that happens
+    # after pip has executed. Particulary, this avoids the case when pip holds onto
+    # the files in *additional_paths*, preventing us to remove them at the end of the
+    # invocation.
+    code = f"""
+import runpy
+import sys
+sys.path = {additional_paths or []} + sys.path
+sys.argv[1:] = {args}
+runpy.run_module("pip", run_name="__main__", alter_sys=True)
+"""
+
+    cmd = [
+        sys.executable,
+        '-W',
+        'ignore::DeprecationWarning',
+        '-c',
+        code,
+    ]
+    if sys.flags.isolated:
+        # run code in isolated mode if currently running isolated
+        cmd.insert(1, '-I')
+    return subprocess.run(cmd, check=True).returncode
+
+
+def version():
+    """
+    Returns a string specifying the bundled version of pip.
+    """
+    return _get_packages()['pip'].version
+
+
+def _disable_pip_configuration_settings():
+    # We deliberately ignore all pip environment variables
+    # when invoking pip
+    # See http://bugs.python.org/issue19734 for details
+    keys_to_remove = [k for k in os.environ if k.startswith("PIP_")]
+    for k in keys_to_remove:
+        del os.environ[k]
+    # We also ignore the settings in the default pip configuration file
+    # See http://bugs.python.org/issue20053 for details
+    os.environ['PIP_CONFIG_FILE'] = os.devnull
+
+
+def bootstrap(*, root=None, upgrade=False, user=False,
+              altinstall=False, default_pip=False,
+              verbosity=0):
+    """
+    Bootstrap pip into the current Python installation (or the given root
+    directory).
+
+    Note that calling this function will alter both sys.path and os.environ.
+    """
+    # Discard the return value
+    _bootstrap(root=root, upgrade=upgrade, user=user,
+               altinstall=altinstall, default_pip=default_pip,
+               verbosity=verbosity)
+
+
+def _bootstrap(*, root=None, upgrade=False, user=False,
+              altinstall=False, default_pip=False,
+              verbosity=0):
+    """
+    Bootstrap pip into the current Python installation (or the given root
+    directory). Returns pip command status code.
+
+    Note that calling this function will alter both sys.path and os.environ.
+    """
+    if altinstall and default_pip:
+        raise ValueError("Cannot use altinstall and default_pip together")
+
+    sys.audit("ensurepip.bootstrap", root)
+
+    _disable_pip_configuration_settings()
+
+    # By default, installing pip and setuptools installs all of the
+    # following scripts (X.Y == running Python version):
+    #
+    #   pip, pipX, pipX.Y, easy_install, easy_install-X.Y
+    #
+    # pip 1.5+ allows ensurepip to request that some of those be left out
+    if altinstall:
+        # omit pip, pipX and easy_install
+        os.environ["ENSUREPIP_OPTIONS"] = "altinstall"
+    elif not default_pip:
+        # omit pip and easy_install
+        os.environ["ENSUREPIP_OPTIONS"] = "install"
+
+    with tempfile.TemporaryDirectory() as tmpdir:
+        # Put our bundled wheels into a temporary directory and construct the
+        # additional paths that need added to sys.path
+        additional_paths = []
+        for name, package in _get_packages().items():
+            if package.wheel_name:
+                # Use bundled wheel package
+                from ensurepip import _bundled
+                wheel_name = package.wheel_name
+                whl = resources.read_binary(_bundled, wheel_name)
+            else:
+                # Use the wheel package directory
+                with open(package.wheel_path, "rb") as fp:
+                    whl = fp.read()
+                wheel_name = os.path.basename(package.wheel_path)
+
+            filename = os.path.join(tmpdir, wheel_name)
+            with open(filename, "wb") as fp:
+                fp.write(whl)
+
+            additional_paths.append(filename)
+
+        # Construct the arguments to be passed to the pip command
+        args = ["install", "--no-cache-dir", "--no-index", "--find-links", tmpdir]
+        if root:
+            args += ["--root", root]
+        if upgrade:
+            args += ["--upgrade"]
+        if user:
+            args += ["--user"]
+        if verbosity:
+            args += ["-" + "v" * verbosity]
+
+        return _run_pip([*args, *_PACKAGE_NAMES], additional_paths)
+
+def _uninstall_helper(*, verbosity=0):
+    """Helper to support a clean default uninstall process on Windows
+
+    Note that calling this function may alter os.environ.
+    """
+    # Nothing to do if pip was never installed, or has been removed
+    try:
+        import pip
+    except ImportError:
+        return
+
+    # If the installed pip version doesn't match the available one,
+    # leave it alone
+    available_version = version()
+    if pip.__version__ != available_version:
+        print(f"ensurepip will only uninstall a matching version "
+              f"({pip.__version__!r} installed, "
+              f"{available_version!r} available)",
+              file=sys.stderr)
+        return
+
+    _disable_pip_configuration_settings()
+
+    # Construct the arguments to be passed to the pip command
+    args = ["uninstall", "-y", "--disable-pip-version-check"]
+    if verbosity:
+        args += ["-" + "v" * verbosity]
+
+    return _run_pip([*args, *reversed(_PACKAGE_NAMES)])
+
+
+def _main(argv=None):
+    import argparse
+    parser = argparse.ArgumentParser(prog="python -m ensurepip")
+    parser.add_argument(
+        "--version",
+        action="version",
+        version="pip {}".format(version()),
+        help="Show the version of pip that is bundled with this Python.",
+    )
+    parser.add_argument(
+        "-v", "--verbose",
+        action="count",
+        default=0,
+        dest="verbosity",
+        help=("Give more output. Option is additive, and can be used up to 3 "
+              "times."),
+    )
+    parser.add_argument(
+        "-U", "--upgrade",
+        action="store_true",
+        default=False,
+        help="Upgrade pip and dependencies, even if already installed.",
+    )
+    parser.add_argument(
+        "--user",
+        action="store_true",
+        default=False,
+        help="Install using the user scheme.",
+    )
+    parser.add_argument(
+        "--root",
+        default=None,
+        help="Install everything relative to this alternate root directory.",
+    )
+    parser.add_argument(
+        "--altinstall",
+        action="store_true",
+        default=False,
+        help=("Make an alternate install, installing only the X.Y versioned "
+              "scripts (Default: pipX, pipX.Y, easy_install-X.Y)."),
+    )
+    parser.add_argument(
+        "--default-pip",
+        action="store_true",
+        default=False,
+        help=("Make a default pip install, installing the unqualified pip "
+              "and easy_install in addition to the versioned scripts."),
+    )
+
+    args = parser.parse_args(argv)
+
+    return _bootstrap(
+        root=args.root,
+        upgrade=args.upgrade,
+        user=args.user,
+        verbosity=args.verbosity,
+        altinstall=args.altinstall,
+        default_pip=args.default_pip,
+    )

llava/lib/python3.10/ensurepip/__main__.py

@@ -0,0 +1,5 @@
+import ensurepip
+import sys
+
+if __name__ == "__main__":
+    sys.exit(ensurepip._main())

llava/lib/python3.10/ensurepip/_bundled/setuptools-65.5.0-py3-none-any.whl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f62ea9da9ed6289bfe868cd6845968a2c854d1427f8548d52cae02a42b4f0356
+size 1232695

llava/lib/python3.10/ensurepip/_uninstall.py

@@ -0,0 +1,31 @@
+"""Basic pip uninstallation support, helper for the Windows uninstaller"""
+
+import argparse
+import ensurepip
+import sys
+
+
+def _main(argv=None):
+    parser = argparse.ArgumentParser(prog="python -m ensurepip._uninstall")
+    parser.add_argument(
+        "--version",
+        action="version",
+        version="pip {}".format(ensurepip.version()),
+        help="Show the version of pip this will attempt to uninstall.",
+    )
+    parser.add_argument(
+        "-v", "--verbose",
+        action="count",
+        default=0,
+        dest="verbosity",
+        help=("Give more output. Option is additive, and can be used up to 3 "
+              "times."),
+    )
+
+    args = parser.parse_args(argv)
+
+    return ensurepip._uninstall_helper(verbosity=args.verbosity)
+
+
+if __name__ == "__main__":
+    sys.exit(_main())

llava/lib/python3.10/json/__init__.py

@@ -0,0 +1,359 @@
+r"""JSON (JavaScript Object Notation) <https://json.org> is a subset of
+JavaScript syntax (ECMA-262 3rd edition) used as a lightweight data
+interchange format.
+
+:mod:`json` exposes an API familiar to users of the standard library
+:mod:`marshal` and :mod:`pickle` modules.  It is derived from a
+version of the externally maintained simplejson library.
+
+Encoding basic Python object hierarchies::
+
+    >>> import json
+    >>> json.dumps(['foo', {'bar': ('baz', None, 1.0, 2)}])
+    '["foo", {"bar": ["baz", null, 1.0, 2]}]'
+    >>> print(json.dumps("\"foo\bar"))
+    "\"foo\bar"
+    >>> print(json.dumps('\u1234'))
+    "\u1234"
+    >>> print(json.dumps('\\'))
+    "\\"
+    >>> print(json.dumps({"c": 0, "b": 0, "a": 0}, sort_keys=True))
+    {"a": 0, "b": 0, "c": 0}
+    >>> from io import StringIO
+    >>> io = StringIO()
+    >>> json.dump(['streaming API'], io)
+    >>> io.getvalue()
+    '["streaming API"]'
+
+Compact encoding::
+
+    >>> import json
+    >>> mydict = {'4': 5, '6': 7}
+    >>> json.dumps([1,2,3,mydict], separators=(',', ':'))
+    '[1,2,3,{"4":5,"6":7}]'
+
+Pretty printing::
+
+    >>> import json
+    >>> print(json.dumps({'4': 5, '6': 7}, sort_keys=True, indent=4))
+    {
+        "4": 5,
+        "6": 7
+    }
+
+Decoding JSON::
+
+    >>> import json
+    >>> obj = ['foo', {'bar': ['baz', None, 1.0, 2]}]
+    >>> json.loads('["foo", {"bar":["baz", null, 1.0, 2]}]') == obj
+    True
+    >>> json.loads('"\\"foo\\bar"') == '"foo\x08ar'
+    True
+    >>> from io import StringIO
+    >>> io = StringIO('["streaming API"]')
+    >>> json.load(io)[0] == 'streaming API'
+    True
+
+Specializing JSON object decoding::
+
+    >>> import json
+    >>> def as_complex(dct):
+    ...     if '__complex__' in dct:
+    ...         return complex(dct['real'], dct['imag'])
+    ...     return dct
+    ...
+    >>> json.loads('{"__complex__": true, "real": 1, "imag": 2}',
+    ...     object_hook=as_complex)
+    (1+2j)
+    >>> from decimal import Decimal
+    >>> json.loads('1.1', parse_float=Decimal) == Decimal('1.1')
+    True
+
+Specializing JSON object encoding::
+
+    >>> import json
+    >>> def encode_complex(obj):
+    ...     if isinstance(obj, complex):
+    ...         return [obj.real, obj.imag]
+    ...     raise TypeError(f'Object of type {obj.__class__.__name__} '
+    ...                     f'is not JSON serializable')
+    ...
+    >>> json.dumps(2 + 1j, default=encode_complex)
+    '[2.0, 1.0]'
+    >>> json.JSONEncoder(default=encode_complex).encode(2 + 1j)
+    '[2.0, 1.0]'
+    >>> ''.join(json.JSONEncoder(default=encode_complex).iterencode(2 + 1j))
+    '[2.0, 1.0]'
+
+
+Using json.tool from the shell to validate and pretty-print::
+
+    $ echo '{"json":"obj"}' | python -m json.tool
+    {
+        "json": "obj"
+    }
+    $ echo '{ 1.2:3.4}' | python -m json.tool
+    Expecting property name enclosed in double quotes: line 1 column 3 (char 2)
+"""
+__version__ = '2.0.9'
+__all__ = [
+    'dump', 'dumps', 'load', 'loads',
+    'JSONDecoder', 'JSONDecodeError', 'JSONEncoder',
+]
+
+__author__ = 'Bob Ippolito <bob@redivi.com>'
+
+from .decoder import JSONDecoder, JSONDecodeError
+from .encoder import JSONEncoder
+import codecs
+
+_default_encoder = JSONEncoder(
+    skipkeys=False,
+    ensure_ascii=True,
+    check_circular=True,
+    allow_nan=True,
+    indent=None,
+    separators=None,
+    default=None,
+)
+
+def dump(obj, fp, *, skipkeys=False, ensure_ascii=True, check_circular=True,
+        allow_nan=True, cls=None, indent=None, separators=None,
+        default=None, sort_keys=False, **kw):
+    """Serialize ``obj`` as a JSON formatted stream to ``fp`` (a
+    ``.write()``-supporting file-like object).
+
+    If ``skipkeys`` is true then ``dict`` keys that are not basic types
+    (``str``, ``int``, ``float``, ``bool``, ``None``) will be skipped
+    instead of raising a ``TypeError``.
+
+    If ``ensure_ascii`` is false, then the strings written to ``fp`` can
+    contain non-ASCII characters if they appear in strings contained in
+    ``obj``. Otherwise, all such characters are escaped in JSON strings.
+
+    If ``check_circular`` is false, then the circular reference check
+    for container types will be skipped and a circular reference will
+    result in an ``RecursionError`` (or worse).
+
+    If ``allow_nan`` is false, then it will be a ``ValueError`` to
+    serialize out of range ``float`` values (``nan``, ``inf``, ``-inf``)
+    in strict compliance of the JSON specification, instead of using the
+    JavaScript equivalents (``NaN``, ``Infinity``, ``-Infinity``).
+
+    If ``indent`` is a non-negative integer, then JSON array elements and
+    object members will be pretty-printed with that indent level. An indent
+    level of 0 will only insert newlines. ``None`` is the most compact
+    representation.
+
+    If specified, ``separators`` should be an ``(item_separator, key_separator)``
+    tuple.  The default is ``(', ', ': ')`` if *indent* is ``None`` and
+    ``(',', ': ')`` otherwise.  To get the most compact JSON representation,
+    you should specify ``(',', ':')`` to eliminate whitespace.
+
+    ``default(obj)`` is a function that should return a serializable version
+    of obj or raise TypeError. The default simply raises TypeError.
+
+    If *sort_keys* is true (default: ``False``), then the output of
+    dictionaries will be sorted by key.
+
+    To use a custom ``JSONEncoder`` subclass (e.g. one that overrides the
+    ``.default()`` method to serialize additional types), specify it with
+    the ``cls`` kwarg; otherwise ``JSONEncoder`` is used.
+
+    """
+    # cached encoder
+    if (not skipkeys and ensure_ascii and
+        check_circular and allow_nan and
+        cls is None and indent is None and separators is None and
+        default is None and not sort_keys and not kw):
+        iterable = _default_encoder.iterencode(obj)
+    else:
+        if cls is None:
+            cls = JSONEncoder
+        iterable = cls(skipkeys=skipkeys, ensure_ascii=ensure_ascii,
+            check_circular=check_circular, allow_nan=allow_nan, indent=indent,
+            separators=separators,
+            default=default, sort_keys=sort_keys, **kw).iterencode(obj)
+    # could accelerate with writelines in some versions of Python, at
+    # a debuggability cost
+    for chunk in iterable:
+        fp.write(chunk)
+
+
+def dumps(obj, *, skipkeys=False, ensure_ascii=True, check_circular=True,
+        allow_nan=True, cls=None, indent=None, separators=None,
+        default=None, sort_keys=False, **kw):
+    """Serialize ``obj`` to a JSON formatted ``str``.
+
+    If ``skipkeys`` is true then ``dict`` keys that are not basic types
+    (``str``, ``int``, ``float``, ``bool``, ``None``) will be skipped
+    instead of raising a ``TypeError``.
+
+    If ``ensure_ascii`` is false, then the return value can contain non-ASCII
+    characters if they appear in strings contained in ``obj``. Otherwise, all
+    such characters are escaped in JSON strings.
+
+    If ``check_circular`` is false, then the circular reference check
+    for container types will be skipped and a circular reference will
+    result in an ``RecursionError`` (or worse).
+
+    If ``allow_nan`` is false, then it will be a ``ValueError`` to
+    serialize out of range ``float`` values (``nan``, ``inf``, ``-inf``) in
+    strict compliance of the JSON specification, instead of using the
+    JavaScript equivalents (``NaN``, ``Infinity``, ``-Infinity``).
+
+    If ``indent`` is a non-negative integer, then JSON array elements and
+    object members will be pretty-printed with that indent level. An indent
+    level of 0 will only insert newlines. ``None`` is the most compact
+    representation.
+
+    If specified, ``separators`` should be an ``(item_separator, key_separator)``
+    tuple.  The default is ``(', ', ': ')`` if *indent* is ``None`` and
+    ``(',', ': ')`` otherwise.  To get the most compact JSON representation,
+    you should specify ``(',', ':')`` to eliminate whitespace.
+
+    ``default(obj)`` is a function that should return a serializable version
+    of obj or raise TypeError. The default simply raises TypeError.
+
+    If *sort_keys* is true (default: ``False``), then the output of
+    dictionaries will be sorted by key.
+
+    To use a custom ``JSONEncoder`` subclass (e.g. one that overrides the
+    ``.default()`` method to serialize additional types), specify it with
+    the ``cls`` kwarg; otherwise ``JSONEncoder`` is used.
+
+    """
+    # cached encoder
+    if (not skipkeys and ensure_ascii and
+        check_circular and allow_nan and
+        cls is None and indent is None and separators is None and
+        default is None and not sort_keys and not kw):
+        return _default_encoder.encode(obj)
+    if cls is None:
+        cls = JSONEncoder
+    return cls(
+        skipkeys=skipkeys, ensure_ascii=ensure_ascii,
+        check_circular=check_circular, allow_nan=allow_nan, indent=indent,
+        separators=separators, default=default, sort_keys=sort_keys,
+        **kw).encode(obj)
+
+
+_default_decoder = JSONDecoder(object_hook=None, object_pairs_hook=None)
+
+
+def detect_encoding(b):
+    bstartswith = b.startswith
+    if bstartswith((codecs.BOM_UTF32_BE, codecs.BOM_UTF32_LE)):
+        return 'utf-32'
+    if bstartswith((codecs.BOM_UTF16_BE, codecs.BOM_UTF16_LE)):
+        return 'utf-16'
+    if bstartswith(codecs.BOM_UTF8):
+        return 'utf-8-sig'
+
+    if len(b) >= 4:
+        if not b[0]:
+            # 00 00 -- -- - utf-32-be
+            # 00 XX -- -- - utf-16-be
+            return 'utf-16-be' if b[1] else 'utf-32-be'
+        if not b[1]:
+            # XX 00 00 00 - utf-32-le
+            # XX 00 00 XX - utf-16-le
+            # XX 00 XX -- - utf-16-le
+            return 'utf-16-le' if b[2] or b[3] else 'utf-32-le'
+    elif len(b) == 2:
+        if not b[0]:
+            # 00 XX - utf-16-be
+            return 'utf-16-be'
+        if not b[1]:
+            # XX 00 - utf-16-le
+            return 'utf-16-le'
+    # default
+    return 'utf-8'
+
+
+def load(fp, *, cls=None, object_hook=None, parse_float=None,
+        parse_int=None, parse_constant=None, object_pairs_hook=None, **kw):
+    """Deserialize ``fp`` (a ``.read()``-supporting file-like object containing
+    a JSON document) to a Python object.
+
+    ``object_hook`` is an optional function that will be called with the
+    result of any object literal decode (a ``dict``). The return value of
+    ``object_hook`` will be used instead of the ``dict``. This feature
+    can be used to implement custom decoders (e.g. JSON-RPC class hinting).
+
+    ``object_pairs_hook`` is an optional function that will be called with the
+    result of any object literal decoded with an ordered list of pairs.  The
+    return value of ``object_pairs_hook`` will be used instead of the ``dict``.
+    This feature can be used to implement custom decoders.  If ``object_hook``
+    is also defined, the ``object_pairs_hook`` takes priority.
+
+    To use a custom ``JSONDecoder`` subclass, specify it with the ``cls``
+    kwarg; otherwise ``JSONDecoder`` is used.
+    """
+    return loads(fp.read(),
+        cls=cls, object_hook=object_hook,
+        parse_float=parse_float, parse_int=parse_int,
+        parse_constant=parse_constant, object_pairs_hook=object_pairs_hook, **kw)
+
+
+def loads(s, *, cls=None, object_hook=None, parse_float=None,
+        parse_int=None, parse_constant=None, object_pairs_hook=None, **kw):
+    """Deserialize ``s`` (a ``str``, ``bytes`` or ``bytearray`` instance
+    containing a JSON document) to a Python object.
+
+    ``object_hook`` is an optional function that will be called with the
+    result of any object literal decode (a ``dict``). The return value of
+    ``object_hook`` will be used instead of the ``dict``. This feature
+    can be used to implement custom decoders (e.g. JSON-RPC class hinting).
+
+    ``object_pairs_hook`` is an optional function that will be called with the
+    result of any object literal decoded with an ordered list of pairs.  The
+    return value of ``object_pairs_hook`` will be used instead of the ``dict``.
+    This feature can be used to implement custom decoders.  If ``object_hook``
+    is also defined, the ``object_pairs_hook`` takes priority.
+
+    ``parse_float``, if specified, will be called with the string
+    of every JSON float to be decoded. By default this is equivalent to
+    float(num_str). This can be used to use another datatype or parser
+    for JSON floats (e.g. decimal.Decimal).
+
+    ``parse_int``, if specified, will be called with the string
+    of every JSON int to be decoded. By default this is equivalent to
+    int(num_str). This can be used to use another datatype or parser
+    for JSON integers (e.g. float).
+
+    ``parse_constant``, if specified, will be called with one of the
+    following strings: -Infinity, Infinity, NaN.
+    This can be used to raise an exception if invalid JSON numbers
+    are encountered.
+
+    To use a custom ``JSONDecoder`` subclass, specify it with the ``cls``
+    kwarg; otherwise ``JSONDecoder`` is used.
+    """
+    if isinstance(s, str):
+        if s.startswith('\ufeff'):
+            raise JSONDecodeError("Unexpected UTF-8 BOM (decode using utf-8-sig)",
+                                  s, 0)
+    else:
+        if not isinstance(s, (bytes, bytearray)):
+            raise TypeError(f'the JSON object must be str, bytes or bytearray, '
+                            f'not {s.__class__.__name__}')
+        s = s.decode(detect_encoding(s), 'surrogatepass')
+
+    if (cls is None and object_hook is None and
+            parse_int is None and parse_float is None and
+            parse_constant is None and object_pairs_hook is None and not kw):
+        return _default_decoder.decode(s)
+    if cls is None:
+        cls = JSONDecoder
+    if object_hook is not None:
+        kw['object_hook'] = object_hook
+    if object_pairs_hook is not None:
+        kw['object_pairs_hook'] = object_pairs_hook
+    if parse_float is not None:
+        kw['parse_float'] = parse_float
+    if parse_int is not None:
+        kw['parse_int'] = parse_int
+    if parse_constant is not None:
+        kw['parse_constant'] = parse_constant
+    return cls(**kw).decode(s)

llava/lib/python3.10/json/decoder.py

@@ -0,0 +1,356 @@
+"""Implementation of JSONDecoder
+"""
+import re
+
+from json import scanner
+try:
+    from _json import scanstring as c_scanstring
+except ImportError:
+    c_scanstring = None
+
+__all__ = ['JSONDecoder', 'JSONDecodeError']
+
+FLAGS = re.VERBOSE | re.MULTILINE | re.DOTALL
+
+NaN = float('nan')
+PosInf = float('inf')
+NegInf = float('-inf')
+
+
+class JSONDecodeError(ValueError):
+    """Subclass of ValueError with the following additional properties:
+
+    msg: The unformatted error message
+    doc: The JSON document being parsed
+    pos: The start index of doc where parsing failed
+    lineno: The line corresponding to pos
+    colno: The column corresponding to pos
+
+    """
+    # Note that this exception is used from _json
+    def __init__(self, msg, doc, pos):
+        lineno = doc.count('\n', 0, pos) + 1
+        colno = pos - doc.rfind('\n', 0, pos)
+        errmsg = '%s: line %d column %d (char %d)' % (msg, lineno, colno, pos)
+        ValueError.__init__(self, errmsg)
+        self.msg = msg
+        self.doc = doc
+        self.pos = pos
+        self.lineno = lineno
+        self.colno = colno
+
+    def __reduce__(self):
+        return self.__class__, (self.msg, self.doc, self.pos)
+
+
+_CONSTANTS = {
+    '-Infinity': NegInf,
+    'Infinity': PosInf,
+    'NaN': NaN,
+}
+
+
+STRINGCHUNK = re.compile(r'(.*?)(["\\\x00-\x1f])', FLAGS)
+BACKSLASH = {
+    '"': '"', '\\': '\\', '/': '/',
+    'b': '\b', 'f': '\f', 'n': '\n', 'r': '\r', 't': '\t',
+}
+
+def _decode_uXXXX(s, pos):
+    esc = s[pos + 1:pos + 5]
+    if len(esc) == 4 and esc[1] not in 'xX':
+        try:
+            return int(esc, 16)
+        except ValueError:
+            pass
+    msg = "Invalid \\uXXXX escape"
+    raise JSONDecodeError(msg, s, pos)
+
+def py_scanstring(s, end, strict=True,
+        _b=BACKSLASH, _m=STRINGCHUNK.match):
+    """Scan the string s for a JSON string. End is the index of the
+    character in s after the quote that started the JSON string.
+    Unescapes all valid JSON string escape sequences and raises ValueError
+    on attempt to decode an invalid string. If strict is False then literal
+    control characters are allowed in the string.
+
+    Returns a tuple of the decoded string and the index of the character in s
+    after the end quote."""
+    chunks = []
+    _append = chunks.append
+    begin = end - 1
+    while 1:
+        chunk = _m(s, end)
+        if chunk is None:
+            raise JSONDecodeError("Unterminated string starting at", s, begin)
+        end = chunk.end()
+        content, terminator = chunk.groups()
+        # Content is contains zero or more unescaped string characters
+        if content:
+            _append(content)
+        # Terminator is the end of string, a literal control character,
+        # or a backslash denoting that an escape sequence follows
+        if terminator == '"':
+            break
+        elif terminator != '\\':
+            if strict:
+                #msg = "Invalid control character %r at" % (terminator,)
+                msg = "Invalid control character {0!r} at".format(terminator)
+                raise JSONDecodeError(msg, s, end)
+            else:
+                _append(terminator)
+                continue
+        try:
+            esc = s[end]
+        except IndexError:
+            raise JSONDecodeError("Unterminated string starting at",
+                                  s, begin) from None
+        # If not a unicode escape sequence, must be in the lookup table
+        if esc != 'u':
+            try:
+                char = _b[esc]
+            except KeyError:
+                msg = "Invalid \\escape: {0!r}".format(esc)
+                raise JSONDecodeError(msg, s, end)
+            end += 1
+        else:
+            uni = _decode_uXXXX(s, end)
+            end += 5
+            if 0xd800 <= uni <= 0xdbff and s[end:end + 2] == '\\u':
+                uni2 = _decode_uXXXX(s, end + 1)
+                if 0xdc00 <= uni2 <= 0xdfff:
+                    uni = 0x10000 + (((uni - 0xd800) << 10) | (uni2 - 0xdc00))
+                    end += 6
+            char = chr(uni)
+        _append(char)
+    return ''.join(chunks), end
+
+
+# Use speedup if available
+scanstring = c_scanstring or py_scanstring
+
+WHITESPACE = re.compile(r'[ \t\n\r]*', FLAGS)
+WHITESPACE_STR = ' \t\n\r'
+
+
+def JSONObject(s_and_end, strict, scan_once, object_hook, object_pairs_hook,
+               memo=None, _w=WHITESPACE.match, _ws=WHITESPACE_STR):
+    s, end = s_and_end
+    pairs = []
+    pairs_append = pairs.append
+    # Backwards compatibility
+    if memo is None:
+        memo = {}
+    memo_get = memo.setdefault
+    # Use a slice to prevent IndexError from being raised, the following
+    # check will raise a more specific ValueError if the string is empty
+    nextchar = s[end:end + 1]
+    # Normally we expect nextchar == '"'
+    if nextchar != '"':
+        if nextchar in _ws:
+            end = _w(s, end).end()
+            nextchar = s[end:end + 1]
+        # Trivial empty object
+        if nextchar == '}':
+            if object_pairs_hook is not None:
+                result = object_pairs_hook(pairs)
+                return result, end + 1
+            pairs = {}
+            if object_hook is not None:
+                pairs = object_hook(pairs)
+            return pairs, end + 1
+        elif nextchar != '"':
+            raise JSONDecodeError(
+                "Expecting property name enclosed in double quotes", s, end)
+    end += 1
+    while True:
+        key, end = scanstring(s, end, strict)
+        key = memo_get(key, key)
+        # To skip some function call overhead we optimize the fast paths where
+        # the JSON key separator is ": " or just ":".
+        if s[end:end + 1] != ':':
+            end = _w(s, end).end()
+            if s[end:end + 1] != ':':
+                raise JSONDecodeError("Expecting ':' delimiter", s, end)
+        end += 1
+
+        try:
+            if s[end] in _ws:
+                end += 1
+                if s[end] in _ws:
+                    end = _w(s, end + 1).end()
+        except IndexError:
+            pass
+
+        try:
+            value, end = scan_once(s, end)
+        except StopIteration as err:
+            raise JSONDecodeError("Expecting value", s, err.value) from None
+        pairs_append((key, value))
+        try:
+            nextchar = s[end]
+            if nextchar in _ws:
+                end = _w(s, end + 1).end()
+                nextchar = s[end]
+        except IndexError:
+            nextchar = ''
+        end += 1
+
+        if nextchar == '}':
+            break
+        elif nextchar != ',':
+            raise JSONDecodeError("Expecting ',' delimiter", s, end - 1)
+        end = _w(s, end).end()
+        nextchar = s[end:end + 1]
+        end += 1
+        if nextchar != '"':
+            raise JSONDecodeError(
+                "Expecting property name enclosed in double quotes", s, end - 1)
+    if object_pairs_hook is not None:
+        result = object_pairs_hook(pairs)
+        return result, end
+    pairs = dict(pairs)
+    if object_hook is not None:
+        pairs = object_hook(pairs)
+    return pairs, end
+
+def JSONArray(s_and_end, scan_once, _w=WHITESPACE.match, _ws=WHITESPACE_STR):
+    s, end = s_and_end
+    values = []
+    nextchar = s[end:end + 1]
+    if nextchar in _ws:
+        end = _w(s, end + 1).end()
+        nextchar = s[end:end + 1]
+    # Look-ahead for trivial empty array
+    if nextchar == ']':
+        return values, end + 1
+    _append = values.append
+    while True:
+        try:
+            value, end = scan_once(s, end)
+        except StopIteration as err:
+            raise JSONDecodeError("Expecting value", s, err.value) from None
+        _append(value)
+        nextchar = s[end:end + 1]
+        if nextchar in _ws:
+            end = _w(s, end + 1).end()
+            nextchar = s[end:end + 1]
+        end += 1
+        if nextchar == ']':
+            break
+        elif nextchar != ',':
+            raise JSONDecodeError("Expecting ',' delimiter", s, end - 1)
+        try:
+            if s[end] in _ws:
+                end += 1
+                if s[end] in _ws:
+                    end = _w(s, end + 1).end()
+        except IndexError:
+            pass
+
+    return values, end
+
+
+class JSONDecoder(object):
+    """Simple JSON <https://json.org> decoder
+
+    Performs the following translations in decoding by default:
+
+    +---------------+-------------------+
+    | JSON          | Python            |
+    +===============+===================+
+    | object        | dict              |
+    +---------------+-------------------+
+    | array         | list              |
+    +---------------+-------------------+
+    | string        | str               |
+    +---------------+-------------------+
+    | number (int)  | int               |
+    +---------------+-------------------+
+    | number (real) | float             |
+    +---------------+-------------------+
+    | true          | True              |
+    +---------------+-------------------+
+    | false         | False             |
+    +---------------+-------------------+
+    | null          | None              |
+    +---------------+-------------------+
+
+    It also understands ``NaN``, ``Infinity``, and ``-Infinity`` as
+    their corresponding ``float`` values, which is outside the JSON spec.
+
+    """
+
+    def __init__(self, *, object_hook=None, parse_float=None,
+            parse_int=None, parse_constant=None, strict=True,
+            object_pairs_hook=None):
+        """``object_hook``, if specified, will be called with the result
+        of every JSON object decoded and its return value will be used in
+        place of the given ``dict``.  This can be used to provide custom
+        deserializations (e.g. to support JSON-RPC class hinting).
+
+        ``object_pairs_hook``, if specified will be called with the result of
+        every JSON object decoded with an ordered list of pairs.  The return
+        value of ``object_pairs_hook`` will be used instead of the ``dict``.
+        This feature can be used to implement custom decoders.
+        If ``object_hook`` is also defined, the ``object_pairs_hook`` takes
+        priority.
+
+        ``parse_float``, if specified, will be called with the string
+        of every JSON float to be decoded. By default this is equivalent to
+        float(num_str). This can be used to use another datatype or parser
+        for JSON floats (e.g. decimal.Decimal).
+
+        ``parse_int``, if specified, will be called with the string
+        of every JSON int to be decoded. By default this is equivalent to
+        int(num_str). This can be used to use another datatype or parser
+        for JSON integers (e.g. float).
+
+        ``parse_constant``, if specified, will be called with one of the
+        following strings: -Infinity, Infinity, NaN.
+        This can be used to raise an exception if invalid JSON numbers
+        are encountered.
+
+        If ``strict`` is false (true is the default), then control
+        characters will be allowed inside strings.  Control characters in
+        this context are those with character codes in the 0-31 range,
+        including ``'\\t'`` (tab), ``'\\n'``, ``'\\r'`` and ``'\\0'``.
+        """
+        self.object_hook = object_hook
+        self.parse_float = parse_float or float
+        self.parse_int = parse_int or int
+        self.parse_constant = parse_constant or _CONSTANTS.__getitem__
+        self.strict = strict
+        self.object_pairs_hook = object_pairs_hook
+        self.parse_object = JSONObject
+        self.parse_array = JSONArray
+        self.parse_string = scanstring
+        self.memo = {}
+        self.scan_once = scanner.make_scanner(self)
+
+
+    def decode(self, s, _w=WHITESPACE.match):
+        """Return the Python representation of ``s`` (a ``str`` instance
+        containing a JSON document).
+
+        """
+        obj, end = self.raw_decode(s, idx=_w(s, 0).end())
+        end = _w(s, end).end()
+        if end != len(s):
+            raise JSONDecodeError("Extra data", s, end)
+        return obj
+
+    def raw_decode(self, s, idx=0):
+        """Decode a JSON document from ``s`` (a ``str`` beginning with
+        a JSON document) and return a 2-tuple of the Python
+        representation and the index in ``s`` where the document ended.
+
+        This can be used to decode a JSON document from a string that may
+        have extraneous data at the end.
+
+        """
+        try:
+            obj, end = self.scan_once(s, idx)
+        except StopIteration as err:
+            raise JSONDecodeError("Expecting value", s, err.value) from None
+        return obj, end

llava/lib/python3.10/json/scanner.py

@@ -0,0 +1,73 @@
+"""JSON token scanner
+"""
+import re
+try:
+    from _json import make_scanner as c_make_scanner
+except ImportError:
+    c_make_scanner = None
+
+__all__ = ['make_scanner']
+
+NUMBER_RE = re.compile(
+    r'(-?(?:0|[1-9]\d*))(\.\d+)?([eE][-+]?\d+)?',
+    (re.VERBOSE | re.MULTILINE | re.DOTALL))
+
+def py_make_scanner(context):
+    parse_object = context.parse_object
+    parse_array = context.parse_array
+    parse_string = context.parse_string
+    match_number = NUMBER_RE.match
+    strict = context.strict
+    parse_float = context.parse_float
+    parse_int = context.parse_int
+    parse_constant = context.parse_constant
+    object_hook = context.object_hook
+    object_pairs_hook = context.object_pairs_hook
+    memo = context.memo
+
+    def _scan_once(string, idx):
+        try:
+            nextchar = string[idx]
+        except IndexError:
+            raise StopIteration(idx) from None
+
+        if nextchar == '"':
+            return parse_string(string, idx + 1, strict)
+        elif nextchar == '{':
+            return parse_object((string, idx + 1), strict,
+                _scan_once, object_hook, object_pairs_hook, memo)
+        elif nextchar == '[':
+            return parse_array((string, idx + 1), _scan_once)
+        elif nextchar == 'n' and string[idx:idx + 4] == 'null':
+            return None, idx + 4
+        elif nextchar == 't' and string[idx:idx + 4] == 'true':
+            return True, idx + 4
+        elif nextchar == 'f' and string[idx:idx + 5] == 'false':
+            return False, idx + 5
+
+        m = match_number(string, idx)
+        if m is not None:
+            integer, frac, exp = m.groups()
+            if frac or exp:
+                res = parse_float(integer + (frac or '') + (exp or ''))
+            else:
+                res = parse_int(integer)
+            return res, m.end()
+        elif nextchar == 'N' and string[idx:idx + 3] == 'NaN':
+            return parse_constant('NaN'), idx + 3
+        elif nextchar == 'I' and string[idx:idx + 8] == 'Infinity':
+            return parse_constant('Infinity'), idx + 8
+        elif nextchar == '-' and string[idx:idx + 9] == '-Infinity':
+            return parse_constant('-Infinity'), idx + 9
+        else:
+            raise StopIteration(idx)
+
+    def scan_once(string, idx):
+        try:
+            return _scan_once(string, idx)
+        finally:
+            memo.clear()
+
+    return scan_once
+
+make_scanner = c_make_scanner or py_make_scanner

llava/lib/python3.10/json/tool.py

@@ -0,0 +1,85 @@
+r"""Command-line tool to validate and pretty-print JSON
+
+Usage::
+
+    $ echo '{"json":"obj"}' | python -m json.tool
+    {
+        "json": "obj"
+    }
+    $ echo '{ 1.2:3.4}' | python -m json.tool
+    Expecting property name enclosed in double quotes: line 1 column 3 (char 2)
+
+"""
+import argparse
+import json
+import sys
+from pathlib import Path
+
+
+def main():
+    prog = 'python -m json.tool'
+    description = ('A simple command line interface for json module '
+                   'to validate and pretty-print JSON objects.')
+    parser = argparse.ArgumentParser(prog=prog, description=description)
+    parser.add_argument('infile', nargs='?',
+                        type=argparse.FileType(encoding="utf-8"),
+                        help='a JSON file to be validated or pretty-printed',
+                        default=sys.stdin)
+    parser.add_argument('outfile', nargs='?',
+                        type=Path,
+                        help='write the output of infile to outfile',
+                        default=None)
+    parser.add_argument('--sort-keys', action='store_true', default=False,
+                        help='sort the output of dictionaries alphabetically by key')
+    parser.add_argument('--no-ensure-ascii', dest='ensure_ascii', action='store_false',
+                        help='disable escaping of non-ASCII characters')
+    parser.add_argument('--json-lines', action='store_true', default=False,
+                        help='parse input using the JSON Lines format. '
+                        'Use with --no-indent or --compact to produce valid JSON Lines output.')
+    group = parser.add_mutually_exclusive_group()
+    group.add_argument('--indent', default=4, type=int,
+                       help='separate items with newlines and use this number '
+                       'of spaces for indentation')
+    group.add_argument('--tab', action='store_const', dest='indent',
+                       const='\t', help='separate items with newlines and use '
+                       'tabs for indentation')
+    group.add_argument('--no-indent', action='store_const', dest='indent',
+                       const=None,
+                       help='separate items with spaces rather than newlines')
+    group.add_argument('--compact', action='store_true',
+                       help='suppress all whitespace separation (most compact)')
+    options = parser.parse_args()
+
+    dump_args = {
+        'sort_keys': options.sort_keys,
+        'indent': options.indent,
+        'ensure_ascii': options.ensure_ascii,
+    }
+    if options.compact:
+        dump_args['indent'] = None
+        dump_args['separators'] = ',', ':'
+
+    with options.infile as infile:
+        try:
+            if options.json_lines:
+                objs = (json.loads(line) for line in infile)
+            else:
+                objs = (json.load(infile),)
+
+            if options.outfile is None:
+                out = sys.stdout
+            else:
+                out = options.outfile.open('w', encoding='utf-8')
+            with out as outfile:
+                for obj in objs:
+                    json.dump(obj, outfile, **dump_args)
+                    outfile.write('\n')
+        except ValueError as e:
+            raise SystemExit(e)
+
+
+if __name__ == '__main__':
+    try:
+        main()
+    except BrokenPipeError as exc:
+        sys.exit(exc.errno)

llava/lib/python3.10/multiprocessing/__init__.py

@@ -0,0 +1,37 @@
+#
+# 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'.
+#
+# Copyright (c) 2006-2008, R Oudkerk
+# Licensed to PSF under a Contributor Agreement.
+#
+
+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__']

llava/lib/python3.10/multiprocessing/connection.py

@@ -0,0 +1,973 @@
+#
+# A higher level module for using sockets (or Windows named pipes)
+#
+# 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
+
+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 time.monotonic() + timeout
+
+def _check_timeout(t):
+    return time.monotonic() > 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 = time.monotonic() + 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 - time.monotonic()
+                        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)

llava/lib/python3.10/multiprocessing/context.py

@@ -0,0 +1,376 @@
+import os
+import sys
+import threading
+
+from . import process
+from . import reduction
+
+__all__ = ()
+
+#
+# Exceptions
+#
+
+class ProcessError(Exception):
+    pass
+
+class BufferTooShort(ProcessError):
+    pass
+
+class TimeoutError(ProcessError):
+    pass
+
+class AuthenticationError(ProcessError):
+    pass
+
+#
+# Base type for contexts. Bound methods of an instance of this type are included in __all__ of __init__.py
+#
+
+class BaseContext(object):
+
+    ProcessError = ProcessError
+    BufferTooShort = BufferTooShort
+    TimeoutError = TimeoutError
+    AuthenticationError = AuthenticationError
+
+    current_process = staticmethod(process.current_process)
+    parent_process = staticmethod(process.parent_process)
+    active_children = staticmethod(process.active_children)
+
+    def cpu_count(self):
+        '''Returns the number of CPUs in the system'''
+        num = os.cpu_count()
+        if num is None:
+            raise NotImplementedError('cannot determine number of cpus')
+        else:
+            return num
+
+    def Manager(self):
+        '''Returns a manager associated with a running server process
+
+        The managers methods such as `Lock()`, `Condition()` and `Queue()`
+        can be used to create shared objects.
+        '''
+        from .managers import SyncManager
+        m = SyncManager(ctx=self.get_context())
+        m.start()
+        return m
+
+    def Pipe(self, duplex=True):
+        '''Returns two connection object connected by a pipe'''
+        from .connection import Pipe
+        return Pipe(duplex)
+
+    def Lock(self):
+        '''Returns a non-recursive lock object'''
+        from .synchronize import Lock
+        return Lock(ctx=self.get_context())
+
+    def RLock(self):
+        '''Returns a recursive lock object'''
+        from .synchronize import RLock
+        return RLock(ctx=self.get_context())
+
+    def Condition(self, lock=None):
+        '''Returns a condition object'''
+        from .synchronize import Condition
+        return Condition(lock, ctx=self.get_context())
+
+    def Semaphore(self, value=1):
+        '''Returns a semaphore object'''
+        from .synchronize import Semaphore
+        return Semaphore(value, ctx=self.get_context())
+
+    def BoundedSemaphore(self, value=1):
+        '''Returns a bounded semaphore object'''
+        from .synchronize import BoundedSemaphore
+        return BoundedSemaphore(value, ctx=self.get_context())
+
+    def Event(self):
+        '''Returns an event object'''
+        from .synchronize import Event
+        return Event(ctx=self.get_context())
+
+    def Barrier(self, parties, action=None, timeout=None):
+        '''Returns a barrier object'''
+        from .synchronize import Barrier
+        return Barrier(parties, action, timeout, ctx=self.get_context())
+
+    def Queue(self, maxsize=0):
+        '''Returns a queue object'''
+        from .queues import Queue
+        return Queue(maxsize, ctx=self.get_context())
+
+    def JoinableQueue(self, maxsize=0):
+        '''Returns a queue object'''
+        from .queues import JoinableQueue
+        return JoinableQueue(maxsize, ctx=self.get_context())
+
+    def SimpleQueue(self):
+        '''Returns a queue object'''
+        from .queues import SimpleQueue
+        return SimpleQueue(ctx=self.get_context())
+
+    def Pool(self, processes=None, initializer=None, initargs=(),
+             maxtasksperchild=None):
+        '''Returns a process pool object'''
+        from .pool import Pool
+        return Pool(processes, initializer, initargs, maxtasksperchild,
+                    context=self.get_context())
+
+    def RawValue(self, typecode_or_type, *args):
+        '''Returns a shared object'''
+        from .sharedctypes import RawValue
+        return RawValue(typecode_or_type, *args)
+
+    def RawArray(self, typecode_or_type, size_or_initializer):
+        '''Returns a shared array'''
+        from .sharedctypes import RawArray
+        return RawArray(typecode_or_type, size_or_initializer)
+
+    def Value(self, typecode_or_type, *args, lock=True):
+        '''Returns a synchronized shared object'''
+        from .sharedctypes import Value
+        return Value(typecode_or_type, *args, lock=lock,
+                     ctx=self.get_context())
+
+    def Array(self, typecode_or_type, size_or_initializer, *, lock=True):
+        '''Returns a synchronized shared array'''
+        from .sharedctypes import Array
+        return Array(typecode_or_type, size_or_initializer, lock=lock,
+                     ctx=self.get_context())
+
+    def freeze_support(self):
+        '''Check whether this is a fake forked process in a frozen executable.
+        If so then run code specified by commandline and exit.
+        '''
+        if sys.platform == 'win32' and getattr(sys, 'frozen', False):
+            from .spawn import freeze_support
+            freeze_support()
+
+    def get_logger(self):
+        '''Return package logger -- if it does not already exist then
+        it is created.
+        '''
+        from .util import get_logger
+        return get_logger()
+
+    def log_to_stderr(self, level=None):
+        '''Turn on logging and add a handler which prints to stderr'''
+        from .util import log_to_stderr
+        return log_to_stderr(level)
+
+    def allow_connection_pickling(self):
+        '''Install support for sending connections and sockets
+        between processes
+        '''
+        # This is undocumented.  In previous versions of multiprocessing
+        # its only effect was to make socket objects inheritable on Windows.
+        from . import connection
+
+    def set_executable(self, executable):
+        '''Sets the path to a python.exe or pythonw.exe binary used to run
+        child processes instead of sys.executable when using the 'spawn'
+        start method.  Useful for people embedding Python.
+        '''
+        from .spawn import set_executable
+        set_executable(executable)
+
+    def set_forkserver_preload(self, module_names):
+        '''Set list of module names to try to load in forkserver process.
+        This is really just a hint.
+        '''
+        from .forkserver import set_forkserver_preload
+        set_forkserver_preload(module_names)
+
+    def get_context(self, method=None):
+        if method is None:
+            return self
+        try:
+            ctx = _concrete_contexts[method]
+        except KeyError:
+            raise ValueError('cannot find context for %r' % method) from None
+        ctx._check_available()
+        return ctx
+
+    def get_start_method(self, allow_none=False):
+        return self._name
+
+    def set_start_method(self, method, force=False):
+        raise ValueError('cannot set start method of concrete context')
+
+    @property
+    def reducer(self):
+        '''Controls how objects will be reduced to a form that can be
+        shared with other processes.'''
+        return globals().get('reduction')
+
+    @reducer.setter
+    def reducer(self, reduction):
+        globals()['reduction'] = reduction
+
+    def _check_available(self):
+        pass
+
+#
+# Type of default context -- underlying context can be set at most once
+#
+
+class Process(process.BaseProcess):
+    _start_method = None
+    @staticmethod
+    def _Popen(process_obj):
+        return _default_context.get_context().Process._Popen(process_obj)
+
+    @staticmethod
+    def _after_fork():
+        return _default_context.get_context().Process._after_fork()
+
+class DefaultContext(BaseContext):
+    Process = Process
+
+    def __init__(self, context):
+        self._default_context = context
+        self._actual_context = None
+
+    def get_context(self, method=None):
+        if method is None:
+            if self._actual_context is None:
+                self._actual_context = self._default_context
+            return self._actual_context
+        else:
+            return super().get_context(method)
+
+    def set_start_method(self, method, force=False):
+        if self._actual_context is not None and not force:
+            raise RuntimeError('context has already been set')
+        if method is None and force:
+            self._actual_context = None
+            return
+        self._actual_context = self.get_context(method)
+
+    def get_start_method(self, allow_none=False):
+        if self._actual_context is None:
+            if allow_none:
+                return None
+            self._actual_context = self._default_context
+        return self._actual_context._name
+
+    def get_all_start_methods(self):
+        if sys.platform == 'win32':
+            return ['spawn']
+        else:
+            methods = ['spawn', 'fork'] if sys.platform == 'darwin' else ['fork', 'spawn']
+            if reduction.HAVE_SEND_HANDLE:
+                methods.append('forkserver')
+            return methods
+
+
+#
+# Context types for fixed start method
+#
+
+if sys.platform != 'win32':
+
+    class ForkProcess(process.BaseProcess):
+        _start_method = 'fork'
+        @staticmethod
+        def _Popen(process_obj):
+            from .popen_fork import Popen
+            return Popen(process_obj)
+
+    class SpawnProcess(process.BaseProcess):
+        _start_method = 'spawn'
+        @staticmethod
+        def _Popen(process_obj):
+            from .popen_spawn_posix import Popen
+            return Popen(process_obj)
+
+        @staticmethod
+        def _after_fork():
+            # process is spawned, nothing to do
+            pass
+
+    class ForkServerProcess(process.BaseProcess):
+        _start_method = 'forkserver'
+        @staticmethod
+        def _Popen(process_obj):
+            from .popen_forkserver import Popen
+            return Popen(process_obj)
+
+    class ForkContext(BaseContext):
+        _name = 'fork'
+        Process = ForkProcess
+
+    class SpawnContext(BaseContext):
+        _name = 'spawn'
+        Process = SpawnProcess
+
+    class ForkServerContext(BaseContext):
+        _name = 'forkserver'
+        Process = ForkServerProcess
+        def _check_available(self):
+            if not reduction.HAVE_SEND_HANDLE:
+                raise ValueError('forkserver start method not available')
+
+    _concrete_contexts = {
+        'fork': ForkContext(),
+        'spawn': SpawnContext(),
+        'forkserver': ForkServerContext(),
+    }
+    if sys.platform == 'darwin':
+        # bpo-33725: running arbitrary code after fork() is no longer reliable
+        # on macOS since macOS 10.14 (Mojave). Use spawn by default instead.
+        _default_context = DefaultContext(_concrete_contexts['spawn'])
+    else:
+        _default_context = DefaultContext(_concrete_contexts['fork'])
+
+else:
+
+    class SpawnProcess(process.BaseProcess):
+        _start_method = 'spawn'
+        @staticmethod
+        def _Popen(process_obj):
+            from .popen_spawn_win32 import Popen
+            return Popen(process_obj)
+
+        @staticmethod
+        def _after_fork():
+            # process is spawned, nothing to do
+            pass
+
+    class SpawnContext(BaseContext):
+        _name = 'spawn'
+        Process = SpawnProcess
+
+    _concrete_contexts = {
+        'spawn': SpawnContext(),
+    }
+    _default_context = DefaultContext(_concrete_contexts['spawn'])
+
+#
+# Force the start method
+#
+
+def _force_start_method(method):
+    _default_context._actual_context = _concrete_contexts[method]
+
+#
+# Check that the current thread is spawning a child process
+#
+
+_tls = threading.local()
+
+def get_spawning_popen():
+    return getattr(_tls, 'spawning_popen', None)
+
+def set_spawning_popen(popen):
+    _tls.spawning_popen = popen
+
+def assert_spawning(obj):
+    if get_spawning_popen() is None:
+        raise RuntimeError(
+            '%s objects should only be shared between processes'
+            ' through inheritance' % type(obj).__name__
+            )

llava/lib/python3.10/multiprocessing/forkserver.py

@@ -0,0 +1,348 @@
+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 multiprocessing.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

llava/lib/python3.10/multiprocessing/managers.py

@@ -0,0 +1,1378 @@
+#
+# Module providing manager classes for dealing
+# with shared objects
+#
+# multiprocessing/managers.py
+#
+# Copyright (c) 2006-2008, R Oudkerk
+# Licensed to PSF under a Contributor Agreement.
+#
+
+__all__ = [ 'BaseManager', 'SyncManager', 'BaseProxy', 'Token' ]
+
+#
+# Imports
+#
+
+import sys
+import threading
+import signal
+import array
+import queue
+import time
+import types
+import os
+from os import getpid
+
+from traceback import format_exc
+
+from . import connection
+from .context import reduction, get_spawning_popen, ProcessError
+from . import pool
+from . import process
+from . import util
+from . import get_context
+try:
+    from . import shared_memory
+except ImportError:
+    HAS_SHMEM = False
+else:
+    HAS_SHMEM = True
+    __all__.append('SharedMemoryManager')
+
+#
+# Register some things for pickling
+#
+
+def reduce_array(a):
+    return array.array, (a.typecode, a.tobytes())
+reduction.register(array.array, reduce_array)
+
+view_types = [type(getattr({}, name)()) for name in ('items','keys','values')]
+if view_types[0] is not list:       # only needed in Py3.0
+    def rebuild_as_list(obj):
+        return list, (list(obj),)
+    for view_type in view_types:
+        reduction.register(view_type, rebuild_as_list)
+
+#
+# Type for identifying shared objects
+#
+
+class Token(object):
+    '''
+    Type to uniquely identify a shared object
+    '''
+    __slots__ = ('typeid', 'address', 'id')
+
+    def __init__(self, typeid, address, id):
+        (self.typeid, self.address, self.id) = (typeid, address, id)
+
+    def __getstate__(self):
+        return (self.typeid, self.address, self.id)
+
+    def __setstate__(self, state):
+        (self.typeid, self.address, self.id) = state
+
+    def __repr__(self):
+        return '%s(typeid=%r, address=%r, id=%r)' % \
+               (self.__class__.__name__, self.typeid, self.address, self.id)
+
+#
+# Function for communication with a manager's server process
+#
+
+def dispatch(c, id, methodname, args=(), kwds={}):
+    '''
+    Send a message to manager using connection `c` and return response
+    '''
+    c.send((id, methodname, args, kwds))
+    kind, result = c.recv()
+    if kind == '#RETURN':
+        return result
+    raise convert_to_error(kind, result)
+
+def convert_to_error(kind, result):
+    if kind == '#ERROR':
+        return result
+    elif kind in ('#TRACEBACK', '#UNSERIALIZABLE'):
+        if not isinstance(result, str):
+            raise TypeError(
+                "Result {0!r} (kind '{1}') type is {2}, not str".format(
+                    result, kind, type(result)))
+        if kind == '#UNSERIALIZABLE':
+            return RemoteError('Unserializable message: %s\n' % result)
+        else:
+            return RemoteError(result)
+    else:
+        return ValueError('Unrecognized message type {!r}'.format(kind))
+
+class RemoteError(Exception):
+    def __str__(self):
+        return ('\n' + '-'*75 + '\n' + str(self.args[0]) + '-'*75)
+
+#
+# Functions for finding the method names of an object
+#
+
+def all_methods(obj):
+    '''
+    Return a list of names of methods of `obj`
+    '''
+    temp = []
+    for name in dir(obj):
+        func = getattr(obj, name)
+        if callable(func):
+            temp.append(name)
+    return temp
+
+def public_methods(obj):
+    '''
+    Return a list of names of methods of `obj` which do not start with '_'
+    '''
+    return [name for name in all_methods(obj) if name[0] != '_']
+
+#
+# Server which is run in a process controlled by a manager
+#
+
+class Server(object):
+    '''
+    Server class which runs in a process controlled by a manager object
+    '''
+    public = ['shutdown', 'create', 'accept_connection', 'get_methods',
+              'debug_info', 'number_of_objects', 'dummy', 'incref', 'decref']
+
+    def __init__(self, registry, address, authkey, serializer):
+        if not isinstance(authkey, bytes):
+            raise TypeError(
+                "Authkey {0!r} is type {1!s}, not bytes".format(
+                    authkey, type(authkey)))
+        self.registry = registry
+        self.authkey = process.AuthenticationString(authkey)
+        Listener, Client = listener_client[serializer]
+
+        # do authentication later
+        self.listener = Listener(address=address, backlog=16)
+        self.address = self.listener.address
+
+        self.id_to_obj = {'0': (None, ())}
+        self.id_to_refcount = {}
+        self.id_to_local_proxy_obj = {}
+        self.mutex = threading.Lock()
+
+    def serve_forever(self):
+        '''
+        Run the server forever
+        '''
+        self.stop_event = threading.Event()
+        process.current_process()._manager_server = self
+        try:
+            accepter = threading.Thread(target=self.accepter)
+            accepter.daemon = True
+            accepter.start()
+            try:
+                while not self.stop_event.is_set():
+                    self.stop_event.wait(1)
+            except (KeyboardInterrupt, SystemExit):
+                pass
+        finally:
+            if sys.stdout != sys.__stdout__: # what about stderr?
+                util.debug('resetting stdout, stderr')
+                sys.stdout = sys.__stdout__
+                sys.stderr = sys.__stderr__
+            sys.exit(0)
+
+    def accepter(self):
+        while True:
+            try:
+                c = self.listener.accept()
+            except OSError:
+                continue
+            t = threading.Thread(target=self.handle_request, args=(c,))
+            t.daemon = True
+            t.start()
+
+    def _handle_request(self, c):
+        request = None
+        try:
+            connection.deliver_challenge(c, self.authkey)
+            connection.answer_challenge(c, self.authkey)
+            request = c.recv()
+            ignore, funcname, args, kwds = request
+            assert funcname in self.public, '%r unrecognized' % funcname
+            func = getattr(self, funcname)
+        except Exception:
+            msg = ('#TRACEBACK', format_exc())
+        else:
+            try:
+                result = func(c, *args, **kwds)
+            except Exception:
+                msg = ('#TRACEBACK', format_exc())
+            else:
+                msg = ('#RETURN', result)
+
+        try:
+            c.send(msg)
+        except Exception as e:
+            try:
+                c.send(('#TRACEBACK', format_exc()))
+            except Exception:
+                pass
+            util.info('Failure to send message: %r', msg)
+            util.info(' ... request was %r', request)
+            util.info(' ... exception was %r', e)
+
+    def handle_request(self, conn):
+        '''
+        Handle a new connection
+        '''
+        try:
+            self._handle_request(conn)
+        except SystemExit:
+            # Server.serve_client() calls sys.exit(0) on EOF
+            pass
+        finally:
+            conn.close()
+
+    def serve_client(self, conn):
+        '''
+        Handle requests from the proxies in a particular process/thread
+        '''
+        util.debug('starting server thread to service %r',
+                   threading.current_thread().name)
+
+        recv = conn.recv
+        send = conn.send
+        id_to_obj = self.id_to_obj
+
+        while not self.stop_event.is_set():
+
+            try:
+                methodname = obj = None
+                request = recv()
+                ident, methodname, args, kwds = request
+                try:
+                    obj, exposed, gettypeid = id_to_obj[ident]
+                except KeyError as ke:
+                    try:
+                        obj, exposed, gettypeid = \
+                            self.id_to_local_proxy_obj[ident]
+                    except KeyError:
+                        raise ke
+
+                if methodname not in exposed:
+                    raise AttributeError(
+                        'method %r of %r object is not in exposed=%r' %
+                        (methodname, type(obj), exposed)
+                        )
+
+                function = getattr(obj, methodname)
+
+                try:
+                    res = function(*args, **kwds)
+                except Exception as e:
+                    msg = ('#ERROR', e)
+                else:
+                    typeid = gettypeid and gettypeid.get(methodname, None)
+                    if typeid:
+                        rident, rexposed = self.create(conn, typeid, res)
+                        token = Token(typeid, self.address, rident)
+                        msg = ('#PROXY', (rexposed, token))
+                    else:
+                        msg = ('#RETURN', res)
+
+            except AttributeError:
+                if methodname is None:
+                    msg = ('#TRACEBACK', format_exc())
+                else:
+                    try:
+                        fallback_func = self.fallback_mapping[methodname]
+                        result = fallback_func(
+                            self, conn, ident, obj, *args, **kwds
+                            )
+                        msg = ('#RETURN', result)
+                    except Exception:
+                        msg = ('#TRACEBACK', format_exc())
+
+            except EOFError:
+                util.debug('got EOF -- exiting thread serving %r',
+                           threading.current_thread().name)
+                sys.exit(0)
+
+            except Exception:
+                msg = ('#TRACEBACK', format_exc())
+
+            try:
+                try:
+                    send(msg)
+                except Exception:
+                    send(('#UNSERIALIZABLE', format_exc()))
+            except Exception as e:
+                util.info('exception in thread serving %r',
+                        threading.current_thread().name)
+                util.info(' ... message was %r', msg)
+                util.info(' ... exception was %r', e)
+                conn.close()
+                sys.exit(1)
+
+    def fallback_getvalue(self, conn, ident, obj):
+        return obj
+
+    def fallback_str(self, conn, ident, obj):
+        return str(obj)
+
+    def fallback_repr(self, conn, ident, obj):
+        return repr(obj)
+
+    fallback_mapping = {
+        '__str__':fallback_str,
+        '__repr__':fallback_repr,
+        '#GETVALUE':fallback_getvalue
+        }
+
+    def dummy(self, c):
+        pass
+
+    def debug_info(self, c):
+        '''
+        Return some info --- useful to spot problems with refcounting
+        '''
+        # Perhaps include debug info about 'c'?
+        with self.mutex:
+            result = []
+            keys = list(self.id_to_refcount.keys())
+            keys.sort()
+            for ident in keys:
+                if ident != '0':
+                    result.append('  %s:       refcount=%s\n    %s' %
+                                  (ident, self.id_to_refcount[ident],
+                                   str(self.id_to_obj[ident][0])[:75]))
+            return '\n'.join(result)
+
+    def number_of_objects(self, c):
+        '''
+        Number of shared objects
+        '''
+        # Doesn't use (len(self.id_to_obj) - 1) as we shouldn't count ident='0'
+        return len(self.id_to_refcount)
+
+    def shutdown(self, c):
+        '''
+        Shutdown this process
+        '''
+        try:
+            util.debug('manager received shutdown message')
+            c.send(('#RETURN', None))
+        except:
+            import traceback
+            traceback.print_exc()
+        finally:
+            self.stop_event.set()
+
+    def create(self, c, typeid, /, *args, **kwds):
+        '''
+        Create a new shared object and return its id
+        '''
+        with self.mutex:
+            callable, exposed, method_to_typeid, proxytype = \
+                      self.registry[typeid]
+
+            if callable is None:
+                if kwds or (len(args) != 1):
+                    raise ValueError(
+                        "Without callable, must have one non-keyword argument")
+                obj = args[0]
+            else:
+                obj = callable(*args, **kwds)
+
+            if exposed is None:
+                exposed = public_methods(obj)
+            if method_to_typeid is not None:
+                if not isinstance(method_to_typeid, dict):
+                    raise TypeError(
+                        "Method_to_typeid {0!r}: type {1!s}, not dict".format(
+                            method_to_typeid, type(method_to_typeid)))
+                exposed = list(exposed) + list(method_to_typeid)
+
+            ident = '%x' % id(obj)  # convert to string because xmlrpclib
+                                    # only has 32 bit signed integers
+            util.debug('%r callable returned object with id %r', typeid, ident)
+
+            self.id_to_obj[ident] = (obj, set(exposed), method_to_typeid)
+            if ident not in self.id_to_refcount:
+                self.id_to_refcount[ident] = 0
+
+        self.incref(c, ident)
+        return ident, tuple(exposed)
+
+    def get_methods(self, c, token):
+        '''
+        Return the methods of the shared object indicated by token
+        '''
+        return tuple(self.id_to_obj[token.id][1])
+
+    def accept_connection(self, c, name):
+        '''
+        Spawn a new thread to serve this connection
+        '''
+        threading.current_thread().name = name
+        c.send(('#RETURN', None))
+        self.serve_client(c)
+
+    def incref(self, c, ident):
+        with self.mutex:
+            try:
+                self.id_to_refcount[ident] += 1
+            except KeyError as ke:
+                # If no external references exist but an internal (to the
+                # manager) still does and a new external reference is created
+                # from it, restore the manager's tracking of it from the
+                # previously stashed internal ref.
+                if ident in self.id_to_local_proxy_obj:
+                    self.id_to_refcount[ident] = 1
+                    self.id_to_obj[ident] = \
+                        self.id_to_local_proxy_obj[ident]
+                    obj, exposed, gettypeid = self.id_to_obj[ident]
+                    util.debug('Server re-enabled tracking & INCREF %r', ident)
+                else:
+                    raise ke
+
+    def decref(self, c, ident):
+        if ident not in self.id_to_refcount and \
+            ident in self.id_to_local_proxy_obj:
+            util.debug('Server DECREF skipping %r', ident)
+            return
+
+        with self.mutex:
+            if self.id_to_refcount[ident] <= 0:
+                raise AssertionError(
+                    "Id {0!s} ({1!r}) has refcount {2:n}, not 1+".format(
+                        ident, self.id_to_obj[ident],
+                        self.id_to_refcount[ident]))
+            self.id_to_refcount[ident] -= 1
+            if self.id_to_refcount[ident] == 0:
+                del self.id_to_refcount[ident]
+
+        if ident not in self.id_to_refcount:
+            # Two-step process in case the object turns out to contain other
+            # proxy objects (e.g. a managed list of managed lists).
+            # Otherwise, deleting self.id_to_obj[ident] would trigger the
+            # deleting of the stored value (another managed object) which would
+            # in turn attempt to acquire the mutex that is already held here.
+            self.id_to_obj[ident] = (None, (), None)  # thread-safe
+            util.debug('disposing of obj with id %r', ident)
+            with self.mutex:
+                del self.id_to_obj[ident]
+
+
+#
+# Class to represent state of a manager
+#
+
+class State(object):
+    __slots__ = ['value']
+    INITIAL = 0
+    STARTED = 1
+    SHUTDOWN = 2
+
+#
+# Mapping from serializer name to Listener and Client types
+#
+
+listener_client = {
+    'pickle' : (connection.Listener, connection.Client),
+    'xmlrpclib' : (connection.XmlListener, connection.XmlClient)
+    }
+
+#
+# Definition of BaseManager
+#
+
+class BaseManager(object):
+    '''
+    Base class for managers
+    '''
+    _registry = {}
+    _Server = Server
+
+    def __init__(self, address=None, authkey=None, serializer='pickle',
+                 ctx=None):
+        if authkey is None:
+            authkey = process.current_process().authkey
+        self._address = address     # XXX not final address if eg ('', 0)
+        self._authkey = process.AuthenticationString(authkey)
+        self._state = State()
+        self._state.value = State.INITIAL
+        self._serializer = serializer
+        self._Listener, self._Client = listener_client[serializer]
+        self._ctx = ctx or get_context()
+
+    def get_server(self):
+        '''
+        Return server object with serve_forever() method and address attribute
+        '''
+        if self._state.value != State.INITIAL:
+            if self._state.value == State.STARTED:
+                raise ProcessError("Already started server")
+            elif self._state.value == State.SHUTDOWN:
+                raise ProcessError("Manager has shut down")
+            else:
+                raise ProcessError(
+                    "Unknown state {!r}".format(self._state.value))
+        return Server(self._registry, self._address,
+                      self._authkey, self._serializer)
+
+    def connect(self):
+        '''
+        Connect manager object to the server process
+        '''
+        Listener, Client = listener_client[self._serializer]
+        conn = Client(self._address, authkey=self._authkey)
+        dispatch(conn, None, 'dummy')
+        self._state.value = State.STARTED
+
+    def start(self, initializer=None, initargs=()):
+        '''
+        Spawn a server process for this manager object
+        '''
+        if self._state.value != State.INITIAL:
+            if self._state.value == State.STARTED:
+                raise ProcessError("Already started server")
+            elif self._state.value == State.SHUTDOWN:
+                raise ProcessError("Manager has shut down")
+            else:
+                raise ProcessError(
+                    "Unknown state {!r}".format(self._state.value))
+
+        if initializer is not None and not callable(initializer):
+            raise TypeError('initializer must be a callable')
+
+        # pipe over which we will retrieve address of server
+        reader, writer = connection.Pipe(duplex=False)
+
+        # spawn process which runs a server
+        self._process = self._ctx.Process(
+            target=type(self)._run_server,
+            args=(self._registry, self._address, self._authkey,
+                  self._serializer, writer, initializer, initargs),
+            )
+        ident = ':'.join(str(i) for i in self._process._identity)
+        self._process.name = type(self).__name__  + '-' + ident
+        self._process.start()
+
+        # get address of server
+        writer.close()
+        self._address = reader.recv()
+        reader.close()
+
+        # register a finalizer
+        self._state.value = State.STARTED
+        self.shutdown = util.Finalize(
+            self, type(self)._finalize_manager,
+            args=(self._process, self._address, self._authkey,
+                  self._state, self._Client),
+            exitpriority=0
+            )
+
+    @classmethod
+    def _run_server(cls, registry, address, authkey, serializer, writer,
+                    initializer=None, initargs=()):
+        '''
+        Create a server, report its address and run it
+        '''
+        # bpo-36368: protect server process from KeyboardInterrupt signals
+        signal.signal(signal.SIGINT, signal.SIG_IGN)
+
+        if initializer is not None:
+            initializer(*initargs)
+
+        # create server
+        server = cls._Server(registry, address, authkey, serializer)
+
+        # inform parent process of the server's address
+        writer.send(server.address)
+        writer.close()
+
+        # run the manager
+        util.info('manager serving at %r', server.address)
+        server.serve_forever()
+
+    def _create(self, typeid, /, *args, **kwds):
+        '''
+        Create a new shared object; return the token and exposed tuple
+        '''
+        assert self._state.value == State.STARTED, 'server not yet started'
+        conn = self._Client(self._address, authkey=self._authkey)
+        try:
+            id, exposed = dispatch(conn, None, 'create', (typeid,)+args, kwds)
+        finally:
+            conn.close()
+        return Token(typeid, self._address, id), exposed
+
+    def join(self, timeout=None):
+        '''
+        Join the manager process (if it has been spawned)
+        '''
+        if self._process is not None:
+            self._process.join(timeout)
+            if not self._process.is_alive():
+                self._process = None
+
+    def _debug_info(self):
+        '''
+        Return some info about the servers shared objects and connections
+        '''
+        conn = self._Client(self._address, authkey=self._authkey)
+        try:
+            return dispatch(conn, None, 'debug_info')
+        finally:
+            conn.close()
+
+    def _number_of_objects(self):
+        '''
+        Return the number of shared objects
+        '''
+        conn = self._Client(self._address, authkey=self._authkey)
+        try:
+            return dispatch(conn, None, 'number_of_objects')
+        finally:
+            conn.close()
+
+    def __enter__(self):
+        if self._state.value == State.INITIAL:
+            self.start()
+        if self._state.value != State.STARTED:
+            if self._state.value == State.INITIAL:
+                raise ProcessError("Unable to start server")
+            elif self._state.value == State.SHUTDOWN:
+                raise ProcessError("Manager has shut down")
+            else:
+                raise ProcessError(
+                    "Unknown state {!r}".format(self._state.value))
+        return self
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        self.shutdown()
+
+    @staticmethod
+    def _finalize_manager(process, address, authkey, state, _Client):
+        '''
+        Shutdown the manager process; will be registered as a finalizer
+        '''
+        if process.is_alive():
+            util.info('sending shutdown message to manager')
+            try:
+                conn = _Client(address, authkey=authkey)
+                try:
+                    dispatch(conn, None, 'shutdown')
+                finally:
+                    conn.close()
+            except Exception:
+                pass
+
+            process.join(timeout=1.0)
+            if process.is_alive():
+                util.info('manager still alive')
+                if hasattr(process, 'terminate'):
+                    util.info('trying to `terminate()` manager process')
+                    process.terminate()
+                    process.join(timeout=1.0)
+                    if process.is_alive():
+                        util.info('manager still alive after terminate')
+
+        state.value = State.SHUTDOWN
+        try:
+            del BaseProxy._address_to_local[address]
+        except KeyError:
+            pass
+
+    @property
+    def address(self):
+        return self._address
+
+    @classmethod
+    def register(cls, typeid, callable=None, proxytype=None, exposed=None,
+                 method_to_typeid=None, create_method=True):
+        '''
+        Register a typeid with the manager type
+        '''
+        if '_registry' not in cls.__dict__:
+            cls._registry = cls._registry.copy()
+
+        if proxytype is None:
+            proxytype = AutoProxy
+
+        exposed = exposed or getattr(proxytype, '_exposed_', None)
+
+        method_to_typeid = method_to_typeid or \
+                           getattr(proxytype, '_method_to_typeid_', None)
+
+        if method_to_typeid:
+            for key, value in list(method_to_typeid.items()): # isinstance?
+                assert type(key) is str, '%r is not a string' % key
+                assert type(value) is str, '%r is not a string' % value
+
+        cls._registry[typeid] = (
+            callable, exposed, method_to_typeid, proxytype
+            )
+
+        if create_method:
+            def temp(self, /, *args, **kwds):
+                util.debug('requesting creation of a shared %r object', typeid)
+                token, exp = self._create(typeid, *args, **kwds)
+                proxy = proxytype(
+                    token, self._serializer, manager=self,
+                    authkey=self._authkey, exposed=exp
+                    )
+                conn = self._Client(token.address, authkey=self._authkey)
+                dispatch(conn, None, 'decref', (token.id,))
+                return proxy
+            temp.__name__ = typeid
+            setattr(cls, typeid, temp)
+
+#
+# Subclass of set which get cleared after a fork
+#
+
+class ProcessLocalSet(set):
+    def __init__(self):
+        util.register_after_fork(self, lambda obj: obj.clear())
+    def __reduce__(self):
+        return type(self), ()
+
+#
+# Definition of BaseProxy
+#
+
+class BaseProxy(object):
+    '''
+    A base for proxies of shared objects
+    '''
+    _address_to_local = {}
+    _mutex = util.ForkAwareThreadLock()
+
+    def __init__(self, token, serializer, manager=None,
+                 authkey=None, exposed=None, incref=True, manager_owned=False):
+        with BaseProxy._mutex:
+            tls_idset = BaseProxy._address_to_local.get(token.address, None)
+            if tls_idset is None:
+                tls_idset = util.ForkAwareLocal(), ProcessLocalSet()
+                BaseProxy._address_to_local[token.address] = tls_idset
+
+        # self._tls is used to record the connection used by this
+        # thread to communicate with the manager at token.address
+        self._tls = tls_idset[0]
+
+        # self._idset is used to record the identities of all shared
+        # objects for which the current process owns references and
+        # which are in the manager at token.address
+        self._idset = tls_idset[1]
+
+        self._token = token
+        self._id = self._token.id
+        self._manager = manager
+        self._serializer = serializer
+        self._Client = listener_client[serializer][1]
+
+        # Should be set to True only when a proxy object is being created
+        # on the manager server; primary use case: nested proxy objects.
+        # RebuildProxy detects when a proxy is being created on the manager
+        # and sets this value appropriately.
+        self._owned_by_manager = manager_owned
+
+        if authkey is not None:
+            self._authkey = process.AuthenticationString(authkey)
+        elif self._manager is not None:
+            self._authkey = self._manager._authkey
+        else:
+            self._authkey = process.current_process().authkey
+
+        if incref:
+            self._incref()
+
+        util.register_after_fork(self, BaseProxy._after_fork)
+
+    def _connect(self):
+        util.debug('making connection to manager')
+        name = process.current_process().name
+        if threading.current_thread().name != 'MainThread':
+            name += '|' + threading.current_thread().name
+        conn = self._Client(self._token.address, authkey=self._authkey)
+        dispatch(conn, None, 'accept_connection', (name,))
+        self._tls.connection = conn
+
+    def _callmethod(self, methodname, args=(), kwds={}):
+        '''
+        Try to call a method of the referent and return a copy of the result
+        '''
+        try:
+            conn = self._tls.connection
+        except AttributeError:
+            util.debug('thread %r does not own a connection',
+                       threading.current_thread().name)
+            self._connect()
+            conn = self._tls.connection
+
+        conn.send((self._id, methodname, args, kwds))
+        kind, result = conn.recv()
+
+        if kind == '#RETURN':
+            return result
+        elif kind == '#PROXY':
+            exposed, token = result
+            proxytype = self._manager._registry[token.typeid][-1]
+            token.address = self._token.address
+            proxy = proxytype(
+                token, self._serializer, manager=self._manager,
+                authkey=self._authkey, exposed=exposed
+                )
+            conn = self._Client(token.address, authkey=self._authkey)
+            dispatch(conn, None, 'decref', (token.id,))
+            return proxy
+        raise convert_to_error(kind, result)
+
+    def _getvalue(self):
+        '''
+        Get a copy of the value of the referent
+        '''
+        return self._callmethod('#GETVALUE')
+
+    def _incref(self):
+        if self._owned_by_manager:
+            util.debug('owned_by_manager skipped INCREF of %r', self._token.id)
+            return
+
+        conn = self._Client(self._token.address, authkey=self._authkey)
+        dispatch(conn, None, 'incref', (self._id,))
+        util.debug('INCREF %r', self._token.id)
+
+        self._idset.add(self._id)
+
+        state = self._manager and self._manager._state
+
+        self._close = util.Finalize(
+            self, BaseProxy._decref,
+            args=(self._token, self._authkey, state,
+                  self._tls, self._idset, self._Client),
+            exitpriority=10
+            )
+
+    @staticmethod
+    def _decref(token, authkey, state, tls, idset, _Client):
+        idset.discard(token.id)
+
+        # check whether manager is still alive
+        if state is None or state.value == State.STARTED:
+            # tell manager this process no longer cares about referent
+            try:
+                util.debug('DECREF %r', token.id)
+                conn = _Client(token.address, authkey=authkey)
+                dispatch(conn, None, 'decref', (token.id,))
+            except Exception as e:
+                util.debug('... decref failed %s', e)
+
+        else:
+            util.debug('DECREF %r -- manager already shutdown', token.id)
+
+        # check whether we can close this thread's connection because
+        # the process owns no more references to objects for this manager
+        if not idset and hasattr(tls, 'connection'):
+            util.debug('thread %r has no more proxies so closing conn',
+                       threading.current_thread().name)
+            tls.connection.close()
+            del tls.connection
+
+    def _after_fork(self):
+        self._manager = None
+        try:
+            self._incref()
+        except Exception as e:
+            # the proxy may just be for a manager which has shutdown
+            util.info('incref failed: %s' % e)
+
+    def __reduce__(self):
+        kwds = {}
+        if get_spawning_popen() is not None:
+            kwds['authkey'] = self._authkey
+
+        if getattr(self, '_isauto', False):
+            kwds['exposed'] = self._exposed_
+            return (RebuildProxy,
+                    (AutoProxy, self._token, self._serializer, kwds))
+        else:
+            return (RebuildProxy,
+                    (type(self), self._token, self._serializer, kwds))
+
+    def __deepcopy__(self, memo):
+        return self._getvalue()
+
+    def __repr__(self):
+        return '<%s object, typeid %r at %#x>' % \
+               (type(self).__name__, self._token.typeid, id(self))
+
+    def __str__(self):
+        '''
+        Return representation of the referent (or a fall-back if that fails)
+        '''
+        try:
+            return self._callmethod('__repr__')
+        except Exception:
+            return repr(self)[:-1] + "; '__str__()' failed>"
+
+#
+# Function used for unpickling
+#
+
+def RebuildProxy(func, token, serializer, kwds):
+    '''
+    Function used for unpickling proxy objects.
+    '''
+    server = getattr(process.current_process(), '_manager_server', None)
+    if server and server.address == token.address:
+        util.debug('Rebuild a proxy owned by manager, token=%r', token)
+        kwds['manager_owned'] = True
+        if token.id not in server.id_to_local_proxy_obj:
+            server.id_to_local_proxy_obj[token.id] = \
+                server.id_to_obj[token.id]
+    incref = (
+        kwds.pop('incref', True) and
+        not getattr(process.current_process(), '_inheriting', False)
+        )
+    return func(token, serializer, incref=incref, **kwds)
+
+#
+# Functions to create proxies and proxy types
+#
+
+def MakeProxyType(name, exposed, _cache={}):
+    '''
+    Return a proxy type whose methods are given by `exposed`
+    '''
+    exposed = tuple(exposed)
+    try:
+        return _cache[(name, exposed)]
+    except KeyError:
+        pass
+
+    dic = {}
+
+    for meth in exposed:
+        exec('''def %s(self, /, *args, **kwds):
+        return self._callmethod(%r, args, kwds)''' % (meth, meth), dic)
+
+    ProxyType = type(name, (BaseProxy,), dic)
+    ProxyType._exposed_ = exposed
+    _cache[(name, exposed)] = ProxyType
+    return ProxyType
+
+
+def AutoProxy(token, serializer, manager=None, authkey=None,
+              exposed=None, incref=True, manager_owned=False):
+    '''
+    Return an auto-proxy for `token`
+    '''
+    _Client = listener_client[serializer][1]
+
+    if exposed is None:
+        conn = _Client(token.address, authkey=authkey)
+        try:
+            exposed = dispatch(conn, None, 'get_methods', (token,))
+        finally:
+            conn.close()
+
+    if authkey is None and manager is not None:
+        authkey = manager._authkey
+    if authkey is None:
+        authkey = process.current_process().authkey
+
+    ProxyType = MakeProxyType('AutoProxy[%s]' % token.typeid, exposed)
+    proxy = ProxyType(token, serializer, manager=manager, authkey=authkey,
+                      incref=incref, manager_owned=manager_owned)
+    proxy._isauto = True
+    return proxy
+
+#
+# Types/callables which we will register with SyncManager
+#
+
+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))
+
+class Value(object):
+    def __init__(self, typecode, value, lock=True):
+        self._typecode = typecode
+        self._value = value
+    def get(self):
+        return self._value
+    def set(self, value):
+        self._value = value
+    def __repr__(self):
+        return '%s(%r, %r)'%(type(self).__name__, self._typecode, self._value)
+    value = property(get, set)
+
+def Array(typecode, sequence, lock=True):
+    return array.array(typecode, sequence)
+
+#
+# Proxy types used by SyncManager
+#
+
+class IteratorProxy(BaseProxy):
+    _exposed_ = ('__next__', 'send', 'throw', 'close')
+    def __iter__(self):
+        return self
+    def __next__(self, *args):
+        return self._callmethod('__next__', args)
+    def send(self, *args):
+        return self._callmethod('send', args)
+    def throw(self, *args):
+        return self._callmethod('throw', args)
+    def close(self, *args):
+        return self._callmethod('close', args)
+
+
+class AcquirerProxy(BaseProxy):
+    _exposed_ = ('acquire', 'release')
+    def acquire(self, blocking=True, timeout=None):
+        args = (blocking,) if timeout is None else (blocking, timeout)
+        return self._callmethod('acquire', args)
+    def release(self):
+        return self._callmethod('release')
+    def __enter__(self):
+        return self._callmethod('acquire')
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        return self._callmethod('release')
+
+
+class ConditionProxy(AcquirerProxy):
+    _exposed_ = ('acquire', 'release', 'wait', 'notify', 'notify_all')
+    def wait(self, timeout=None):
+        return self._callmethod('wait', (timeout,))
+    def notify(self, n=1):
+        return self._callmethod('notify', (n,))
+    def notify_all(self):
+        return self._callmethod('notify_all')
+    def wait_for(self, predicate, timeout=None):
+        result = predicate()
+        if result:
+            return result
+        if timeout is not None:
+            endtime = time.monotonic() + timeout
+        else:
+            endtime = None
+            waittime = None
+        while not result:
+            if endtime is not None:
+                waittime = endtime - time.monotonic()
+                if waittime <= 0:
+                    break
+            self.wait(waittime)
+            result = predicate()
+        return result
+
+
+class EventProxy(BaseProxy):
+    _exposed_ = ('is_set', 'set', 'clear', 'wait')
+    def is_set(self):
+        return self._callmethod('is_set')
+    def set(self):
+        return self._callmethod('set')
+    def clear(self):
+        return self._callmethod('clear')
+    def wait(self, timeout=None):
+        return self._callmethod('wait', (timeout,))
+
+
+class BarrierProxy(BaseProxy):
+    _exposed_ = ('__getattribute__', 'wait', 'abort', 'reset')
+    def wait(self, timeout=None):
+        return self._callmethod('wait', (timeout,))
+    def abort(self):
+        return self._callmethod('abort')
+    def reset(self):
+        return self._callmethod('reset')
+    @property
+    def parties(self):
+        return self._callmethod('__getattribute__', ('parties',))
+    @property
+    def n_waiting(self):
+        return self._callmethod('__getattribute__', ('n_waiting',))
+    @property
+    def broken(self):
+        return self._callmethod('__getattribute__', ('broken',))
+
+
+class NamespaceProxy(BaseProxy):
+    _exposed_ = ('__getattribute__', '__setattr__', '__delattr__')
+    def __getattr__(self, key):
+        if key[0] == '_':
+            return object.__getattribute__(self, key)
+        callmethod = object.__getattribute__(self, '_callmethod')
+        return callmethod('__getattribute__', (key,))
+    def __setattr__(self, key, value):
+        if key[0] == '_':
+            return object.__setattr__(self, key, value)
+        callmethod = object.__getattribute__(self, '_callmethod')
+        return callmethod('__setattr__', (key, value))
+    def __delattr__(self, key):
+        if key[0] == '_':
+            return object.__delattr__(self, key)
+        callmethod = object.__getattribute__(self, '_callmethod')
+        return callmethod('__delattr__', (key,))
+
+
+class ValueProxy(BaseProxy):
+    _exposed_ = ('get', 'set')
+    def get(self):
+        return self._callmethod('get')
+    def set(self, value):
+        return self._callmethod('set', (value,))
+    value = property(get, set)
+
+    __class_getitem__ = classmethod(types.GenericAlias)
+
+
+BaseListProxy = MakeProxyType('BaseListProxy', (
+    '__add__', '__contains__', '__delitem__', '__getitem__', '__len__',
+    '__mul__', '__reversed__', '__rmul__', '__setitem__',
+    'append', 'count', 'extend', 'index', 'insert', 'pop', 'remove',
+    'reverse', 'sort', '__imul__'
+    ))
+class ListProxy(BaseListProxy):
+    def __iadd__(self, value):
+        self._callmethod('extend', (value,))
+        return self
+    def __imul__(self, value):
+        self._callmethod('__imul__', (value,))
+        return self
+
+
+DictProxy = MakeProxyType('DictProxy', (
+    '__contains__', '__delitem__', '__getitem__', '__iter__', '__len__',
+    '__setitem__', 'clear', 'copy', 'get', 'items',
+    'keys', 'pop', 'popitem', 'setdefault', 'update', 'values'
+    ))
+DictProxy._method_to_typeid_ = {
+    '__iter__': 'Iterator',
+    }
+
+
+ArrayProxy = MakeProxyType('ArrayProxy', (
+    '__len__', '__getitem__', '__setitem__'
+    ))
+
+
+BasePoolProxy = MakeProxyType('PoolProxy', (
+    'apply', 'apply_async', 'close', 'imap', 'imap_unordered', 'join',
+    'map', 'map_async', 'starmap', 'starmap_async', 'terminate',
+    ))
+BasePoolProxy._method_to_typeid_ = {
+    'apply_async': 'AsyncResult',
+    'map_async': 'AsyncResult',
+    'starmap_async': 'AsyncResult',
+    'imap': 'Iterator',
+    'imap_unordered': 'Iterator'
+    }
+class PoolProxy(BasePoolProxy):
+    def __enter__(self):
+        return self
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        self.terminate()
+
+#
+# Definition of SyncManager
+#
+
+class SyncManager(BaseManager):
+    '''
+    Subclass of `BaseManager` which supports a number of shared object types.
+
+    The types registered are those intended for the synchronization
+    of threads, plus `dict`, `list` and `Namespace`.
+
+    The `multiprocessing.Manager()` function creates started instances of
+    this class.
+    '''
+
+SyncManager.register('Queue', queue.Queue)
+SyncManager.register('JoinableQueue', queue.Queue)
+SyncManager.register('Event', threading.Event, EventProxy)
+SyncManager.register('Lock', threading.Lock, AcquirerProxy)
+SyncManager.register('RLock', threading.RLock, AcquirerProxy)
+SyncManager.register('Semaphore', threading.Semaphore, AcquirerProxy)
+SyncManager.register('BoundedSemaphore', threading.BoundedSemaphore,
+                     AcquirerProxy)
+SyncManager.register('Condition', threading.Condition, ConditionProxy)
+SyncManager.register('Barrier', threading.Barrier, BarrierProxy)
+SyncManager.register('Pool', pool.Pool, PoolProxy)
+SyncManager.register('list', list, ListProxy)
+SyncManager.register('dict', dict, DictProxy)
+SyncManager.register('Value', Value, ValueProxy)
+SyncManager.register('Array', Array, ArrayProxy)
+SyncManager.register('Namespace', Namespace, NamespaceProxy)
+
+# types returned by methods of PoolProxy
+SyncManager.register('Iterator', proxytype=IteratorProxy, create_method=False)
+SyncManager.register('AsyncResult', create_method=False)
+
+#
+# Definition of SharedMemoryManager and SharedMemoryServer
+#
+
+if HAS_SHMEM:
+    class _SharedMemoryTracker:
+        "Manages one or more shared memory segments."
+
+        def __init__(self, name, segment_names=[]):
+            self.shared_memory_context_name = name
+            self.segment_names = segment_names
+
+        def register_segment(self, segment_name):
+            "Adds the supplied shared memory block name to tracker."
+            util.debug(f"Register segment {segment_name!r} in pid {getpid()}")
+            self.segment_names.append(segment_name)
+
+        def destroy_segment(self, segment_name):
+            """Calls unlink() on the shared memory block with the supplied name
+            and removes it from the list of blocks being tracked."""
+            util.debug(f"Destroy segment {segment_name!r} in pid {getpid()}")
+            self.segment_names.remove(segment_name)
+            segment = shared_memory.SharedMemory(segment_name)
+            segment.close()
+            segment.unlink()
+
+        def unlink(self):
+            "Calls destroy_segment() on all tracked shared memory blocks."
+            for segment_name in self.segment_names[:]:
+                self.destroy_segment(segment_name)
+
+        def __del__(self):
+            util.debug(f"Call {self.__class__.__name__}.__del__ in {getpid()}")
+            self.unlink()
+
+        def __getstate__(self):
+            return (self.shared_memory_context_name, self.segment_names)
+
+        def __setstate__(self, state):
+            self.__init__(*state)
+
+
+    class SharedMemoryServer(Server):
+
+        public = Server.public + \
+                 ['track_segment', 'release_segment', 'list_segments']
+
+        def __init__(self, *args, **kwargs):
+            Server.__init__(self, *args, **kwargs)
+            address = self.address
+            # The address of Linux abstract namespaces can be bytes
+            if isinstance(address, bytes):
+                address = os.fsdecode(address)
+            self.shared_memory_context = \
+                _SharedMemoryTracker(f"shm_{address}_{getpid()}")
+            util.debug(f"SharedMemoryServer started by pid {getpid()}")
+
+        def create(self, c, typeid, /, *args, **kwargs):
+            """Create a new distributed-shared object (not backed by a shared
+            memory block) and return its id to be used in a Proxy Object."""
+            # Unless set up as a shared proxy, don't make shared_memory_context
+            # a standard part of kwargs.  This makes things easier for supplying
+            # simple functions.
+            if hasattr(self.registry[typeid][-1], "_shared_memory_proxy"):
+                kwargs['shared_memory_context'] = self.shared_memory_context
+            return Server.create(self, c, typeid, *args, **kwargs)
+
+        def shutdown(self, c):
+            "Call unlink() on all tracked shared memory, terminate the Server."
+            self.shared_memory_context.unlink()
+            return Server.shutdown(self, c)
+
+        def track_segment(self, c, segment_name):
+            "Adds the supplied shared memory block name to Server's tracker."
+            self.shared_memory_context.register_segment(segment_name)
+
+        def release_segment(self, c, segment_name):
+            """Calls unlink() on the shared memory block with the supplied name
+            and removes it from the tracker instance inside the Server."""
+            self.shared_memory_context.destroy_segment(segment_name)
+
+        def list_segments(self, c):
+            """Returns a list of names of shared memory blocks that the Server
+            is currently tracking."""
+            return self.shared_memory_context.segment_names
+
+
+    class SharedMemoryManager(BaseManager):
+        """Like SyncManager but uses SharedMemoryServer instead of Server.
+
+        It provides methods for creating and returning SharedMemory instances
+        and for creating a list-like object (ShareableList) backed by shared
+        memory.  It also provides methods that create and return Proxy Objects
+        that support synchronization across processes (i.e. multi-process-safe
+        locks and semaphores).
+        """
+
+        _Server = SharedMemoryServer
+
+        def __init__(self, *args, **kwargs):
+            if os.name == "posix":
+                # bpo-36867: Ensure the resource_tracker is running before
+                # launching the manager process, so that concurrent
+                # shared_memory manipulation both in the manager and in the
+                # current process does not create two resource_tracker
+                # processes.
+                from . import resource_tracker
+                resource_tracker.ensure_running()
+            BaseManager.__init__(self, *args, **kwargs)
+            util.debug(f"{self.__class__.__name__} created by pid {getpid()}")
+
+        def __del__(self):
+            util.debug(f"{self.__class__.__name__}.__del__ by pid {getpid()}")
+            pass
+
+        def get_server(self):
+            'Better than monkeypatching for now; merge into Server ultimately'
+            if self._state.value != State.INITIAL:
+                if self._state.value == State.STARTED:
+                    raise ProcessError("Already started SharedMemoryServer")
+                elif self._state.value == State.SHUTDOWN:
+                    raise ProcessError("SharedMemoryManager has shut down")
+                else:
+                    raise ProcessError(
+                        "Unknown state {!r}".format(self._state.value))
+            return self._Server(self._registry, self._address,
+                                self._authkey, self._serializer)
+
+        def SharedMemory(self, size):
+            """Returns a new SharedMemory instance with the specified size in
+            bytes, to be tracked by the manager."""
+            with self._Client(self._address, authkey=self._authkey) as conn:
+                sms = shared_memory.SharedMemory(None, create=True, size=size)
+                try:
+                    dispatch(conn, None, 'track_segment', (sms.name,))
+                except BaseException as e:
+                    sms.unlink()
+                    raise e
+            return sms
+
+        def ShareableList(self, sequence):
+            """Returns a new ShareableList instance populated with the values
+            from the input sequence, to be tracked by the manager."""
+            with self._Client(self._address, authkey=self._authkey) as conn:
+                sl = shared_memory.ShareableList(sequence)
+                try:
+                    dispatch(conn, None, 'track_segment', (sl.shm.name,))
+                except BaseException as e:
+                    sl.shm.unlink()
+                    raise e
+            return sl

llava/lib/python3.10/multiprocessing/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 multiprocessing.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

llava/lib/python3.10/multiprocessing/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)

llava/lib/python3.10/multiprocessing/reduction.py

@@ -0,0 +1,281 @@
+#
+# 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
+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 multiprocessing.'''
+    _extra_reducers = {}
+    _copyreg_dispatch_table = copyreg.dispatch_table
+
+    def __init__(self, *args):
+        super().__init__(*args)
+        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):
+        buf = io.BytesIO()
+        cls(buf, protocol).dump(obj)
+        return buf.getbuffer()
+
+    loads = pickle.loads
+
+register = ForkingPickler.register
+
+def dump(obj, file, protocol=None):
+    '''Replacement for pickle.dump() using ForkingPickler.'''
+    ForkingPickler(file, protocol).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 multiprocessing.'''
+    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)

llava/lib/python3.10/multiprocessing/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

llava/lib/python3.10/multiprocessing/shared_memory.py

@@ -0,0 +1,534 @@
+"""Provides shared memory for direct access across processes.
+
+The API of this package is currently provisional. Refer to the
+documentation for details.
+"""
+
+
+__all__ = [ 'SharedMemory', 'ShareableList' ]
+
+
+from functools import partial
+import mmap
+import os
+import errno
+import struct
+import secrets
+import types
+
+if os.name == "nt":
+    import _winapi
+    _USE_POSIX = False
+else:
+    import _posixshmem
+    _USE_POSIX = True
+
+from . import resource_tracker
+
+_O_CREX = os.O_CREAT | os.O_EXCL
+
+# FreeBSD (and perhaps other BSDs) limit names to 14 characters.
+_SHM_SAFE_NAME_LENGTH = 14
+
+# Shared memory block name prefix
+if _USE_POSIX:
+    _SHM_NAME_PREFIX = '/psm_'
+else:
+    _SHM_NAME_PREFIX = 'wnsm_'
+
+
+def _make_filename():
+    "Create a random filename for the shared memory object."
+    # number of random bytes to use for name
+    nbytes = (_SHM_SAFE_NAME_LENGTH - len(_SHM_NAME_PREFIX)) // 2
+    assert nbytes >= 2, '_SHM_NAME_PREFIX too long'
+    name = _SHM_NAME_PREFIX + secrets.token_hex(nbytes)
+    assert len(name) <= _SHM_SAFE_NAME_LENGTH
+    return name
+
+
+class SharedMemory:
+    """Creates a new shared memory block or attaches to an existing
+    shared memory block.
+
+    Every shared memory block is assigned a unique name.  This enables
+    one process to create a shared memory block with a particular name
+    so that a different process can attach to that same shared memory
+    block using that same name.
+
+    As a resource for sharing data across processes, shared memory blocks
+    may outlive the original process that created them.  When one process
+    no longer needs access to a shared memory block that might still be
+    needed by other processes, the close() method should be called.
+    When a shared memory block is no longer needed by any process, the
+    unlink() method should be called to ensure proper cleanup."""
+
+    # Defaults; enables close() and unlink() to run without errors.
+    _name = None
+    _fd = -1
+    _mmap = None
+    _buf = None
+    _flags = os.O_RDWR
+    _mode = 0o600
+    _prepend_leading_slash = True if _USE_POSIX else False
+
+    def __init__(self, name=None, create=False, size=0):
+        if not size >= 0:
+            raise ValueError("'size' must be a positive integer")
+        if create:
+            self._flags = _O_CREX | os.O_RDWR
+            if size == 0:
+                raise ValueError("'size' must be a positive number different from zero")
+        if name is None and not self._flags & os.O_EXCL:
+            raise ValueError("'name' can only be None if create=True")
+
+        if _USE_POSIX:
+
+            # POSIX Shared Memory
+
+            if name is None:
+                while True:
+                    name = _make_filename()
+                    try:
+                        self._fd = _posixshmem.shm_open(
+                            name,
+                            self._flags,
+                            mode=self._mode
+                        )
+                    except FileExistsError:
+                        continue
+                    self._name = name
+                    break
+            else:
+                name = "/" + name if self._prepend_leading_slash else name
+                self._fd = _posixshmem.shm_open(
+                    name,
+                    self._flags,
+                    mode=self._mode
+                )
+                self._name = name
+            try:
+                if create and size:
+                    os.ftruncate(self._fd, size)
+                stats = os.fstat(self._fd)
+                size = stats.st_size
+                self._mmap = mmap.mmap(self._fd, size)
+            except OSError:
+                self.unlink()
+                raise
+
+            resource_tracker.register(self._name, "shared_memory")
+
+        else:
+
+            # Windows Named Shared Memory
+
+            if create:
+                while True:
+                    temp_name = _make_filename() if name is None else name
+                    # Create and reserve shared memory block with this name
+                    # until it can be attached to by mmap.
+                    h_map = _winapi.CreateFileMapping(
+                        _winapi.INVALID_HANDLE_VALUE,
+                        _winapi.NULL,
+                        _winapi.PAGE_READWRITE,
+                        (size >> 32) & 0xFFFFFFFF,
+                        size & 0xFFFFFFFF,
+                        temp_name
+                    )
+                    try:
+                        last_error_code = _winapi.GetLastError()
+                        if last_error_code == _winapi.ERROR_ALREADY_EXISTS:
+                            if name is not None:
+                                raise FileExistsError(
+                                    errno.EEXIST,
+                                    os.strerror(errno.EEXIST),
+                                    name,
+                                    _winapi.ERROR_ALREADY_EXISTS
+                                )
+                            else:
+                                continue
+                        self._mmap = mmap.mmap(-1, size, tagname=temp_name)
+                    finally:
+                        _winapi.CloseHandle(h_map)
+                    self._name = temp_name
+                    break
+
+            else:
+                self._name = name
+                # Dynamically determine the existing named shared memory
+                # block's size which is likely a multiple of mmap.PAGESIZE.
+                h_map = _winapi.OpenFileMapping(
+                    _winapi.FILE_MAP_READ,
+                    False,
+                    name
+                )
+                try:
+                    p_buf = _winapi.MapViewOfFile(
+                        h_map,
+                        _winapi.FILE_MAP_READ,
+                        0,
+                        0,
+                        0
+                    )
+                finally:
+                    _winapi.CloseHandle(h_map)
+                try:
+                    size = _winapi.VirtualQuerySize(p_buf)
+                finally:
+                    _winapi.UnmapViewOfFile(p_buf)
+                self._mmap = mmap.mmap(-1, size, tagname=name)
+
+        self._size = size
+        self._buf = memoryview(self._mmap)
+
+    def __del__(self):
+        try:
+            self.close()
+        except OSError:
+            pass
+
+    def __reduce__(self):
+        return (
+            self.__class__,
+            (
+                self.name,
+                False,
+                self.size,
+            ),
+        )
+
+    def __repr__(self):
+        return f'{self.__class__.__name__}({self.name!r}, size={self.size})'
+
+    @property
+    def buf(self):
+        "A memoryview of contents of the shared memory block."
+        return self._buf
+
+    @property
+    def name(self):
+        "Unique name that identifies the shared memory block."
+        reported_name = self._name
+        if _USE_POSIX and self._prepend_leading_slash:
+            if self._name.startswith("/"):
+                reported_name = self._name[1:]
+        return reported_name
+
+    @property
+    def size(self):
+        "Size in bytes."
+        return self._size
+
+    def close(self):
+        """Closes access to the shared memory from this instance but does
+        not destroy the shared memory block."""
+        if self._buf is not None:
+            self._buf.release()
+            self._buf = None
+        if self._mmap is not None:
+            self._mmap.close()
+            self._mmap = None
+        if _USE_POSIX and self._fd >= 0:
+            os.close(self._fd)
+            self._fd = -1
+
+    def unlink(self):
+        """Requests that the underlying shared memory block be destroyed.
+
+        In order to ensure proper cleanup of resources, unlink should be
+        called once (and only once) across all processes which have access
+        to the shared memory block."""
+        if _USE_POSIX and self._name:
+            _posixshmem.shm_unlink(self._name)
+            resource_tracker.unregister(self._name, "shared_memory")
+
+
+_encoding = "utf8"
+
+class ShareableList:
+    """Pattern for a mutable list-like object shareable via a shared
+    memory block.  It differs from the built-in list type in that these
+    lists can not change their overall length (i.e. no append, insert,
+    etc.)
+
+    Because values are packed into a memoryview as bytes, the struct
+    packing format for any storable value must require no more than 8
+    characters to describe its format."""
+
+    # The shared memory area is organized as follows:
+    # - 8 bytes: number of items (N) as a 64-bit integer
+    # - (N + 1) * 8 bytes: offsets of each element from the start of the
+    #                      data area
+    # - K bytes: the data area storing item values (with encoding and size
+    #            depending on their respective types)
+    # - N * 8 bytes: `struct` format string for each element
+    # - N bytes: index into _back_transforms_mapping for each element
+    #            (for reconstructing the corresponding Python value)
+    _types_mapping = {
+        int: "q",
+        float: "d",
+        bool: "xxxxxxx?",
+        str: "%ds",
+        bytes: "%ds",
+        None.__class__: "xxxxxx?x",
+    }
+    _alignment = 8
+    _back_transforms_mapping = {
+        0: lambda value: value,                   # int, float, bool
+        1: lambda value: value.rstrip(b'\x00').decode(_encoding),  # str
+        2: lambda value: value.rstrip(b'\x00'),   # bytes
+        3: lambda _value: None,                   # None
+    }
+
+    @staticmethod
+    def _extract_recreation_code(value):
+        """Used in concert with _back_transforms_mapping to convert values
+        into the appropriate Python objects when retrieving them from
+        the list as well as when storing them."""
+        if not isinstance(value, (str, bytes, None.__class__)):
+            return 0
+        elif isinstance(value, str):
+            return 1
+        elif isinstance(value, bytes):
+            return 2
+        else:
+            return 3  # NoneType
+
+    def __init__(self, sequence=None, *, name=None):
+        if name is None or sequence is not None:
+            sequence = sequence or ()
+            _formats = [
+                self._types_mapping[type(item)]
+                    if not isinstance(item, (str, bytes))
+                    else self._types_mapping[type(item)] % (
+                        self._alignment * (len(item) // self._alignment + 1),
+                    )
+                for item in sequence
+            ]
+            self._list_len = len(_formats)
+            assert sum(len(fmt) <= 8 for fmt in _formats) == self._list_len
+            offset = 0
+            # The offsets of each list element into the shared memory's
+            # data area (0 meaning the start of the data area, not the start
+            # of the shared memory area).
+            self._allocated_offsets = [0]
+            for fmt in _formats:
+                offset += self._alignment if fmt[-1] != "s" else int(fmt[:-1])
+                self._allocated_offsets.append(offset)
+            _recreation_codes = [
+                self._extract_recreation_code(item) for item in sequence
+            ]
+            requested_size = struct.calcsize(
+                "q" + self._format_size_metainfo +
+                "".join(_formats) +
+                self._format_packing_metainfo +
+                self._format_back_transform_codes
+            )
+
+            self.shm = SharedMemory(name, create=True, size=requested_size)
+        else:
+            self.shm = SharedMemory(name)
+
+        if sequence is not None:
+            _enc = _encoding
+            struct.pack_into(
+                "q" + self._format_size_metainfo,
+                self.shm.buf,
+                0,
+                self._list_len,
+                *(self._allocated_offsets)
+            )
+            struct.pack_into(
+                "".join(_formats),
+                self.shm.buf,
+                self._offset_data_start,
+                *(v.encode(_enc) if isinstance(v, str) else v for v in sequence)
+            )
+            struct.pack_into(
+                self._format_packing_metainfo,
+                self.shm.buf,
+                self._offset_packing_formats,
+                *(v.encode(_enc) for v in _formats)
+            )
+            struct.pack_into(
+                self._format_back_transform_codes,
+                self.shm.buf,
+                self._offset_back_transform_codes,
+                *(_recreation_codes)
+            )
+
+        else:
+            self._list_len = len(self)  # Obtains size from offset 0 in buffer.
+            self._allocated_offsets = list(
+                struct.unpack_from(
+                    self._format_size_metainfo,
+                    self.shm.buf,
+                    1 * 8
+                )
+            )
+
+    def _get_packing_format(self, position):
+        "Gets the packing format for a single value stored in the list."
+        position = position if position >= 0 else position + self._list_len
+        if (position >= self._list_len) or (self._list_len < 0):
+            raise IndexError("Requested position out of range.")
+
+        v = struct.unpack_from(
+            "8s",
+            self.shm.buf,
+            self._offset_packing_formats + position * 8
+        )[0]
+        fmt = v.rstrip(b'\x00')
+        fmt_as_str = fmt.decode(_encoding)
+
+        return fmt_as_str
+
+    def _get_back_transform(self, position):
+        "Gets the back transformation function for a single value."
+
+        if (position >= self._list_len) or (self._list_len < 0):
+            raise IndexError("Requested position out of range.")
+
+        transform_code = struct.unpack_from(
+            "b",
+            self.shm.buf,
+            self._offset_back_transform_codes + position
+        )[0]
+        transform_function = self._back_transforms_mapping[transform_code]
+
+        return transform_function
+
+    def _set_packing_format_and_transform(self, position, fmt_as_str, value):
+        """Sets the packing format and back transformation code for a
+        single value in the list at the specified position."""
+
+        if (position >= self._list_len) or (self._list_len < 0):
+            raise IndexError("Requested position out of range.")
+
+        struct.pack_into(
+            "8s",
+            self.shm.buf,
+            self._offset_packing_formats + position * 8,
+            fmt_as_str.encode(_encoding)
+        )
+
+        transform_code = self._extract_recreation_code(value)
+        struct.pack_into(
+            "b",
+            self.shm.buf,
+            self._offset_back_transform_codes + position,
+            transform_code
+        )
+
+    def __getitem__(self, position):
+        position = position if position >= 0 else position + self._list_len
+        try:
+            offset = self._offset_data_start + self._allocated_offsets[position]
+            (v,) = struct.unpack_from(
+                self._get_packing_format(position),
+                self.shm.buf,
+                offset
+            )
+        except IndexError:
+            raise IndexError("index out of range")
+
+        back_transform = self._get_back_transform(position)
+        v = back_transform(v)
+
+        return v
+
+    def __setitem__(self, position, value):
+        position = position if position >= 0 else position + self._list_len
+        try:
+            item_offset = self._allocated_offsets[position]
+            offset = self._offset_data_start + item_offset
+            current_format = self._get_packing_format(position)
+        except IndexError:
+            raise IndexError("assignment index out of range")
+
+        if not isinstance(value, (str, bytes)):
+            new_format = self._types_mapping[type(value)]
+            encoded_value = value
+        else:
+            allocated_length = self._allocated_offsets[position + 1] - item_offset
+
+            encoded_value = (value.encode(_encoding)
+                             if isinstance(value, str) else value)
+            if len(encoded_value) > allocated_length:
+                raise ValueError("bytes/str item exceeds available storage")
+            if current_format[-1] == "s":
+                new_format = current_format
+            else:
+                new_format = self._types_mapping[str] % (
+                    allocated_length,
+                )
+
+        self._set_packing_format_and_transform(
+            position,
+            new_format,
+            value
+        )
+        struct.pack_into(new_format, self.shm.buf, offset, encoded_value)
+
+    def __reduce__(self):
+        return partial(self.__class__, name=self.shm.name), ()
+
+    def __len__(self):
+        return struct.unpack_from("q", self.shm.buf, 0)[0]
+
+    def __repr__(self):
+        return f'{self.__class__.__name__}({list(self)}, name={self.shm.name!r})'
+
+    @property
+    def format(self):
+        "The struct packing format used by all currently stored items."
+        return "".join(
+            self._get_packing_format(i) for i in range(self._list_len)
+        )
+
+    @property
+    def _format_size_metainfo(self):
+        "The struct packing format used for the items' storage offsets."
+        return "q" * (self._list_len + 1)
+
+    @property
+    def _format_packing_metainfo(self):
+        "The struct packing format used for the items' packing formats."
+        return "8s" * self._list_len
+
+    @property
+    def _format_back_transform_codes(self):
+        "The struct packing format used for the items' back transforms."
+        return "b" * self._list_len
+
+    @property
+    def _offset_data_start(self):
+        # - 8 bytes for the list length
+        # - (N + 1) * 8 bytes for the element offsets
+        return (self._list_len + 2) * 8
+
+    @property
+    def _offset_packing_formats(self):
+        return self._offset_data_start + self._allocated_offsets[-1]
+
+    @property
+    def _offset_back_transform_codes(self):
+        return self._offset_packing_formats + self._list_len * 8
+
+    def count(self, value):
+        "L.count(value) -> integer -- return number of occurrences of value."
+
+        return sum(value == entry for entry in self)
+
+    def index(self, value):
+        """L.index(value) -> integer -- return first index of value.
+        Raises ValueError if the value is not present."""
+
+        for position, entry in enumerate(self):
+            if value == entry:
+                return position
+        else:
+            raise ValueError(f"{value!r} not in this container")
+
+    __class_getitem__ = classmethod(types.GenericAlias)

llava/lib/python3.10/tkinter/__pycache__/__init__.cpython-310.pyc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b158d2aa89e34fa95e53e17d29794fb111f70a3d9b32e894074df6a257c5dd5c
+size 169622

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/_adaptive_avg_pool3d_native.h

@@ -0,0 +1,24 @@
+#pragma once
+
+// @generated by torchgen/gen.py from NativeFunction.h
+
+#include <c10/core/Scalar.h>
+#include <c10/core/Storage.h>
+#include <c10/core/TensorOptions.h>
+#include <c10/util/Deprecated.h>
+#include <c10/util/Optional.h>
+#include <c10/core/QScheme.h>
+#include <ATen/core/Reduction.h>
+#include <ATen/core/Tensor.h>
+#include <tuple>
+#include <vector>
+
+
+namespace at {
+namespace native {
+TORCH_API at::Tensor & _adaptive_avg_pool3d_out_symint(const at::Tensor & self, c10::SymIntArrayRef output_size, at::Tensor & out);
+TORCH_API at::Tensor adaptive_avg_pool3d_cpu(const at::Tensor & self, at::IntArrayRef output_size);
+TORCH_API at::Tensor adaptive_avg_pool3d_cuda(const at::Tensor & self, at::IntArrayRef output_size);
+TORCH_API at::Tensor adaptive_avg_pool3d_quantized_cpu(const at::Tensor & self, at::IntArrayRef output_size);
+} // namespace native
+} // namespace at

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/_amp_update_scale_compositeexplicitautograd_dispatch.h

@@ -0,0 +1,25 @@
+#pragma once
+// @generated by torchgen/gen.py from DispatchKeyFunction.h
+
+// NB: The implementing C++ file is RegisterDispatchKey.cpp
+
+// The only #includes we need are for custom classes that have defaults in the C++ API
+#include <c10/core/MemoryFormat.h>
+#include <c10/core/Scalar.h>
+#include <ATen/core/Reduction.h>
+
+// Forward declarations of any types needed in the operator signatures.
+// We can't directly include these classes because it will cause circular include dependencies.
+// This file is included by TensorBody.h, which defines the Tensor class.
+#include <ATen/core/ATen_fwd.h>
+
+namespace at {
+
+namespace compositeexplicitautograd {
+
+TORCH_API ::std::tuple<at::Tensor,at::Tensor> _amp_update_scale(const at::Tensor & self, const at::Tensor & growth_tracker, const at::Tensor & found_inf, double scale_growth_factor, double scale_backoff_factor, int64_t growth_interval);
+TORCH_API at::Tensor & _amp_update_scale_out(at::Tensor & out, const at::Tensor & self, at::Tensor & growth_tracker, const at::Tensor & found_inf, double scale_growth_factor, double scale_backoff_factor, int64_t growth_interval);
+TORCH_API at::Tensor & _amp_update_scale_outf(const at::Tensor & self, at::Tensor & growth_tracker, const at::Tensor & found_inf, double scale_growth_factor, double scale_backoff_factor, int64_t growth_interval, at::Tensor & out);
+
+} // namespace compositeexplicitautograd
+} // namespace at

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/_assert_async.h

@@ -0,0 +1,35 @@
+#pragma once
+
+// @generated by torchgen/gen.py from Function.h
+
+#include <ATen/Context.h>
+#include <ATen/DeviceGuard.h>
+#include <ATen/TensorUtils.h>
+#include <ATen/TracerMode.h>
+#include <ATen/core/Generator.h>
+#include <ATen/core/Reduction.h>
+#include <ATen/core/Tensor.h>
+#include <c10/core/Scalar.h>
+#include <c10/core/Storage.h>
+#include <c10/core/TensorOptions.h>
+#include <c10/util/Deprecated.h>
+#include <c10/util/Optional.h>
+
+
+
+#include <ATen/ops/_assert_async_ops.h>
+
+namespace at {
+
+
+// aten::_assert_async(Tensor self) -> ()
+inline void _assert_async(const at::Tensor & self) {
+    return at::_ops::_assert_async::call(self);
+}
+
+// aten::_assert_async.msg(Tensor self, str assert_msg) -> ()
+inline void _assert_async(const at::Tensor & self, c10::string_view assert_msg) {
+    return at::_ops::_assert_async_msg::call(self, assert_msg);
+}
+
+}

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/_coalesce_ops.h

@@ -0,0 +1,39 @@
+#pragma once
+
+// @generated by torchgen/gen.py from Operator.h
+
+#include <tuple>
+#include <vector>
+
+// Forward declarations of any types needed in the operator signatures.
+// We can't directly include these classes because it will cause circular include dependencies.
+// This file is included by TensorBody.h, which defines the Tensor class.
+#include <ATen/core/ATen_fwd.h>
+
+namespace at {
+namespace _ops {
+
+
+struct TORCH_API _coalesce {
+  using schema = at::Tensor (const at::Tensor &);
+  using ptr_schema = schema*;
+  // See Note [static constexpr char* members for windows NVCC]
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::_coalesce")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "_coalesce(Tensor self) -> Tensor")
+  static at::Tensor call(const at::Tensor & self);
+  static at::Tensor redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self);
+};
+
+struct TORCH_API _coalesce_out {
+  using schema = at::Tensor & (const at::Tensor &, at::Tensor &);
+  using ptr_schema = schema*;
+  // See Note [static constexpr char* members for windows NVCC]
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::_coalesce")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "out")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "_coalesce.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)")
+  static at::Tensor & call(const at::Tensor & self, at::Tensor & out);
+  static at::Tensor & redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self, at::Tensor & out);
+};
+
+}} // namespace at::_ops

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/_linalg_eigh_cuda_dispatch.h

@@ -0,0 +1,25 @@
+#pragma once
+// @generated by torchgen/gen.py from DispatchKeyFunction.h
+
+// NB: The implementing C++ file is RegisterDispatchKey.cpp
+
+// The only #includes we need are for custom classes that have defaults in the C++ API
+#include <c10/core/MemoryFormat.h>
+#include <c10/core/Scalar.h>
+#include <ATen/core/Reduction.h>
+
+// Forward declarations of any types needed in the operator signatures.
+// We can't directly include these classes because it will cause circular include dependencies.
+// This file is included by TensorBody.h, which defines the Tensor class.
+#include <ATen/core/ATen_fwd.h>
+
+namespace at {
+
+namespace cuda {
+
+TORCH_API ::std::tuple<at::Tensor,at::Tensor> _linalg_eigh(const at::Tensor & A, c10::string_view UPLO="L", bool compute_v=true);
+TORCH_API ::std::tuple<at::Tensor &,at::Tensor &> _linalg_eigh_out(at::Tensor & eigenvalues, at::Tensor & eigenvectors, const at::Tensor & A, c10::string_view UPLO="L", bool compute_v=true);
+TORCH_API ::std::tuple<at::Tensor &,at::Tensor &> _linalg_eigh_outf(const at::Tensor & A, c10::string_view UPLO, bool compute_v, at::Tensor & eigenvalues, at::Tensor & eigenvectors);
+
+} // namespace cuda
+} // namespace at

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/_native_batch_norm_legit_no_training.h

@@ -0,0 +1,39 @@
+#pragma once
+
+// @generated by torchgen/gen.py from Function.h
+
+#include <ATen/Context.h>
+#include <ATen/DeviceGuard.h>
+#include <ATen/TensorUtils.h>
+#include <ATen/TracerMode.h>
+#include <ATen/core/Generator.h>
+#include <ATen/core/Reduction.h>
+#include <ATen/core/Tensor.h>
+#include <c10/core/Scalar.h>
+#include <c10/core/Storage.h>
+#include <c10/core/TensorOptions.h>
+#include <c10/util/Deprecated.h>
+#include <c10/util/Optional.h>
+
+
+
+#include <ATen/ops/_native_batch_norm_legit_no_training_ops.h>
+
+namespace at {
+
+
+// aten::_native_batch_norm_legit_no_training(Tensor input, Tensor? weight, Tensor? bias, Tensor running_mean, Tensor running_var, float momentum, float eps) -> (Tensor, Tensor, Tensor)
+inline ::std::tuple<at::Tensor,at::Tensor,at::Tensor> _native_batch_norm_legit_no_training(const at::Tensor & input, const ::std::optional<at::Tensor> & weight, const ::std::optional<at::Tensor> & bias, const at::Tensor & running_mean, const at::Tensor & running_var, double momentum, double eps) {
+    return at::_ops::_native_batch_norm_legit_no_training::call(input, weight, bias, running_mean, running_var, momentum, eps);
+}
+
+// aten::_native_batch_norm_legit_no_training.out(Tensor input, Tensor? weight, Tensor? bias, Tensor running_mean, Tensor running_var, float momentum, float eps, *, Tensor(a!) out0, Tensor(b!) out1, Tensor(c!) out2) -> (Tensor(a!), Tensor(b!), Tensor(c!))
+inline ::std::tuple<at::Tensor &,at::Tensor &,at::Tensor &> _native_batch_norm_legit_no_training_out(at::Tensor & out0, at::Tensor & out1, at::Tensor & out2, const at::Tensor & input, const ::std::optional<at::Tensor> & weight, const ::std::optional<at::Tensor> & bias, const at::Tensor & running_mean, const at::Tensor & running_var, double momentum, double eps) {
+    return at::_ops::_native_batch_norm_legit_no_training_out::call(input, weight, bias, running_mean, running_var, momentum, eps, out0, out1, out2);
+}
+// aten::_native_batch_norm_legit_no_training.out(Tensor input, Tensor? weight, Tensor? bias, Tensor running_mean, Tensor running_var, float momentum, float eps, *, Tensor(a!) out0, Tensor(b!) out1, Tensor(c!) out2) -> (Tensor(a!), Tensor(b!), Tensor(c!))
+inline ::std::tuple<at::Tensor &,at::Tensor &,at::Tensor &> _native_batch_norm_legit_no_training_outf(const at::Tensor & input, const ::std::optional<at::Tensor> & weight, const ::std::optional<at::Tensor> & bias, const at::Tensor & running_mean, const at::Tensor & running_var, double momentum, double eps, at::Tensor & out0, at::Tensor & out1, at::Tensor & out2) {
+    return at::_ops::_native_batch_norm_legit_no_training_out::call(input, weight, bias, running_mean, running_var, momentum, eps, out0, out1, out2);
+}
+
+}

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/_nested_compute_contiguous_strides_offsets_ops.h

@@ -0,0 +1,28 @@
+#pragma once
+
+// @generated by torchgen/gen.py from Operator.h
+
+#include <tuple>
+#include <vector>
+
+// Forward declarations of any types needed in the operator signatures.
+// We can't directly include these classes because it will cause circular include dependencies.
+// This file is included by TensorBody.h, which defines the Tensor class.
+#include <ATen/core/ATen_fwd.h>
+
+namespace at {
+namespace _ops {
+
+
+struct TORCH_API _nested_compute_contiguous_strides_offsets {
+  using schema = ::std::tuple<at::Tensor,at::Tensor> (const at::Tensor &);
+  using ptr_schema = schema*;
+  // See Note [static constexpr char* members for windows NVCC]
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::_nested_compute_contiguous_strides_offsets")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "_nested_compute_contiguous_strides_offsets(Tensor nested_size) -> (Tensor, Tensor)")
+  static ::std::tuple<at::Tensor,at::Tensor> call(const at::Tensor & nested_size);
+  static ::std::tuple<at::Tensor,at::Tensor> redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & nested_size);
+};
+
+}} // namespace at::_ops

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/_scaled_dot_product_cudnn_attention_backward.h

@@ -0,0 +1,47 @@
+#pragma once
+
+// @generated by torchgen/gen.py from Function.h
+
+#include <ATen/Context.h>
+#include <ATen/DeviceGuard.h>
+#include <ATen/TensorUtils.h>
+#include <ATen/TracerMode.h>
+#include <ATen/core/Generator.h>
+#include <ATen/core/Reduction.h>
+#include <ATen/core/Tensor.h>
+#include <c10/core/Scalar.h>
+#include <c10/core/Storage.h>
+#include <c10/core/TensorOptions.h>
+#include <c10/util/Deprecated.h>
+#include <c10/util/Optional.h>
+
+
+
+#include <ATen/ops/_scaled_dot_product_cudnn_attention_backward_ops.h>
+
+namespace at {
+
+
+// aten::_scaled_dot_product_cudnn_attention_backward(Tensor grad_out, Tensor query, Tensor key, Tensor value, Tensor out, Tensor logsumexp, Tensor cum_seq_q, Tensor cum_seq_k, SymInt max_q, SymInt max_k, float dropout_p, bool is_causal, Tensor philox_seed, Tensor philox_offset, *, float? scale=None) -> (Tensor, Tensor, Tensor)
+inline ::std::tuple<at::Tensor,at::Tensor,at::Tensor> _scaled_dot_product_cudnn_attention_backward(const at::Tensor & grad_out, const at::Tensor & query, const at::Tensor & key, const at::Tensor & value, const at::Tensor & out, const at::Tensor & logsumexp, const at::Tensor & cum_seq_q, const at::Tensor & cum_seq_k, int64_t max_q, int64_t max_k, double dropout_p, bool is_causal, const at::Tensor & philox_seed, const at::Tensor & philox_offset, ::std::optional<double> scale=::std::nullopt) {
+    return at::_ops::_scaled_dot_product_cudnn_attention_backward::call(grad_out, query, key, value, out, logsumexp, cum_seq_q, cum_seq_k, max_q, max_k, dropout_p, is_causal, philox_seed, philox_offset, scale);
+}
+namespace symint {
+  template <typename T, typename = std::enable_if_t<std::is_same<T, int64_t>::value>>
+  ::std::tuple<at::Tensor,at::Tensor,at::Tensor> _scaled_dot_product_cudnn_attention_backward(const at::Tensor & grad_out, const at::Tensor & query, const at::Tensor & key, const at::Tensor & value, const at::Tensor & out, const at::Tensor & logsumexp, const at::Tensor & cum_seq_q, const at::Tensor & cum_seq_k, int64_t max_q, int64_t max_k, double dropout_p, bool is_causal, const at::Tensor & philox_seed, const at::Tensor & philox_offset, ::std::optional<double> scale=::std::nullopt) {
+    return at::_ops::_scaled_dot_product_cudnn_attention_backward::call(grad_out, query, key, value, out, logsumexp, cum_seq_q, cum_seq_k, max_q, max_k, dropout_p, is_causal, philox_seed, philox_offset, scale);
+  }
+}
+
+// aten::_scaled_dot_product_cudnn_attention_backward(Tensor grad_out, Tensor query, Tensor key, Tensor value, Tensor out, Tensor logsumexp, Tensor cum_seq_q, Tensor cum_seq_k, SymInt max_q, SymInt max_k, float dropout_p, bool is_causal, Tensor philox_seed, Tensor philox_offset, *, float? scale=None) -> (Tensor, Tensor, Tensor)
+inline ::std::tuple<at::Tensor,at::Tensor,at::Tensor> _scaled_dot_product_cudnn_attention_backward_symint(const at::Tensor & grad_out, const at::Tensor & query, const at::Tensor & key, const at::Tensor & value, const at::Tensor & out, const at::Tensor & logsumexp, const at::Tensor & cum_seq_q, const at::Tensor & cum_seq_k, c10::SymInt max_q, c10::SymInt max_k, double dropout_p, bool is_causal, const at::Tensor & philox_seed, const at::Tensor & philox_offset, ::std::optional<double> scale=::std::nullopt) {
+    return at::_ops::_scaled_dot_product_cudnn_attention_backward::call(grad_out, query, key, value, out, logsumexp, cum_seq_q, cum_seq_k, max_q, max_k, dropout_p, is_causal, philox_seed, philox_offset, scale);
+}
+namespace symint {
+  template <typename T, typename = std::enable_if_t<std::is_same<T, c10::SymInt>::value>>
+  ::std::tuple<at::Tensor,at::Tensor,at::Tensor> _scaled_dot_product_cudnn_attention_backward(const at::Tensor & grad_out, const at::Tensor & query, const at::Tensor & key, const at::Tensor & value, const at::Tensor & out, const at::Tensor & logsumexp, const at::Tensor & cum_seq_q, const at::Tensor & cum_seq_k, c10::SymInt max_q, c10::SymInt max_k, double dropout_p, bool is_causal, const at::Tensor & philox_seed, const at::Tensor & philox_offset, ::std::optional<double> scale=::std::nullopt) {
+    return at::_ops::_scaled_dot_product_cudnn_attention_backward::call(grad_out, query, key, value, out, logsumexp, cum_seq_q, cum_seq_k, max_q, max_k, dropout_p, is_causal, philox_seed, philox_offset, scale);
+  }
+}
+
+}

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/_scaled_dot_product_flash_attention_for_cpu.h

@@ -0,0 +1,30 @@
+#pragma once
+
+// @generated by torchgen/gen.py from Function.h
+
+#include <ATen/Context.h>
+#include <ATen/DeviceGuard.h>
+#include <ATen/TensorUtils.h>
+#include <ATen/TracerMode.h>
+#include <ATen/core/Generator.h>
+#include <ATen/core/Reduction.h>
+#include <ATen/core/Tensor.h>
+#include <c10/core/Scalar.h>
+#include <c10/core/Storage.h>
+#include <c10/core/TensorOptions.h>
+#include <c10/util/Deprecated.h>
+#include <c10/util/Optional.h>
+
+
+
+#include <ATen/ops/_scaled_dot_product_flash_attention_for_cpu_ops.h>
+
+namespace at {
+
+
+// aten::_scaled_dot_product_flash_attention_for_cpu(Tensor query, Tensor key, Tensor value, float dropout_p=0.0, bool is_causal=False, *, Tensor? attn_mask=None, float? scale=None) -> (Tensor output, Tensor logsumexp)
+inline ::std::tuple<at::Tensor,at::Tensor> _scaled_dot_product_flash_attention_for_cpu(const at::Tensor & query, const at::Tensor & key, const at::Tensor & value, double dropout_p=0.0, bool is_causal=false, const ::std::optional<at::Tensor> & attn_mask={}, ::std::optional<double> scale=::std::nullopt) {
+    return at::_ops::_scaled_dot_product_flash_attention_for_cpu::call(query, key, value, dropout_p, is_causal, attn_mask, scale);
+}
+
+}

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/_sparse_bsc_tensor_unsafe_native.h

@@ -0,0 +1,21 @@
+#pragma once
+
+// @generated by torchgen/gen.py from NativeFunction.h
+
+#include <c10/core/Scalar.h>
+#include <c10/core/Storage.h>
+#include <c10/core/TensorOptions.h>
+#include <c10/util/Deprecated.h>
+#include <c10/util/Optional.h>
+#include <c10/core/QScheme.h>
+#include <ATen/core/Reduction.h>
+#include <ATen/core/Tensor.h>
+#include <tuple>
+#include <vector>
+
+
+namespace at {
+namespace native {
+TORCH_API at::Tensor _sparse_bsc_tensor_unsafe(const at::Tensor & ccol_indices, const at::Tensor & row_indices, const at::Tensor & values, at::IntArrayRef size, ::std::optional<at::ScalarType> dtype={}, ::std::optional<at::Layout> layout={}, ::std::optional<at::Device> device={}, ::std::optional<bool> pin_memory={});
+} // namespace native
+} // namespace at

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/_sparse_csr_sum_ops.h

@@ -0,0 +1,39 @@
+#pragma once
+
+// @generated by torchgen/gen.py from Operator.h
+
+#include <tuple>
+#include <vector>
+
+// Forward declarations of any types needed in the operator signatures.
+// We can't directly include these classes because it will cause circular include dependencies.
+// This file is included by TensorBody.h, which defines the Tensor class.
+#include <ATen/core/ATen_fwd.h>
+
+namespace at {
+namespace _ops {
+
+
+struct TORCH_API _sparse_csr_sum_dim_dtype {
+  using schema = at::Tensor (const at::Tensor &, at::IntArrayRef, bool, ::std::optional<at::ScalarType>);
+  using ptr_schema = schema*;
+  // See Note [static constexpr char* members for windows NVCC]
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::_sparse_csr_sum")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "dim_dtype")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "_sparse_csr_sum.dim_dtype(Tensor self, int[1] dim, bool keepdim=False, *, ScalarType? dtype=None) -> Tensor")
+  static at::Tensor call(const at::Tensor & self, at::IntArrayRef dim, bool keepdim, ::std::optional<at::ScalarType> dtype);
+  static at::Tensor redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self, at::IntArrayRef dim, bool keepdim, ::std::optional<at::ScalarType> dtype);
+};
+
+struct TORCH_API _sparse_csr_sum_dim_dtype_out {
+  using schema = at::Tensor & (const at::Tensor &, at::IntArrayRef, bool, ::std::optional<at::ScalarType>, at::Tensor &);
+  using ptr_schema = schema*;
+  // See Note [static constexpr char* members for windows NVCC]
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::_sparse_csr_sum")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "dim_dtype_out")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "_sparse_csr_sum.dim_dtype_out(Tensor self, int[1] dim, bool keepdim=False, *, ScalarType? dtype=None, Tensor(a!) out) -> Tensor(a!)")
+  static at::Tensor & call(const at::Tensor & self, at::IntArrayRef dim, bool keepdim, ::std::optional<at::ScalarType> dtype, at::Tensor & out);
+  static at::Tensor & redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self, at::IntArrayRef dim, bool keepdim, ::std::optional<at::ScalarType> dtype, at::Tensor & out);
+};
+
+}} // namespace at::_ops

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/_sparse_log_softmax_compositeimplicitautograd_dispatch.h

@@ -0,0 +1,24 @@
+#pragma once
+// @generated by torchgen/gen.py from DispatchKeyFunction.h
+
+// NB: The implementing C++ file is RegisterDispatchKey.cpp
+
+// The only #includes we need are for custom classes that have defaults in the C++ API
+#include <c10/core/MemoryFormat.h>
+#include <c10/core/Scalar.h>
+#include <ATen/core/Reduction.h>
+
+// Forward declarations of any types needed in the operator signatures.
+// We can't directly include these classes because it will cause circular include dependencies.
+// This file is included by TensorBody.h, which defines the Tensor class.
+#include <ATen/core/ATen_fwd.h>
+
+namespace at {
+
+namespace compositeimplicitautograd {
+
+TORCH_API at::Tensor _sparse_log_softmax(const at::Tensor & self, int64_t dim, ::std::optional<at::ScalarType> dtype=::std::nullopt);
+TORCH_API at::Tensor _sparse_log_softmax(const at::Tensor & self, at::Dimname dim, ::std::optional<at::ScalarType> dtype=::std::nullopt);
+
+} // namespace compositeimplicitautograd
+} // namespace at

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/_to_dense_compositeexplicitautograd_dispatch.h

@@ -0,0 +1,24 @@
+#pragma once
+// @generated by torchgen/gen.py from DispatchKeyFunction.h
+
+// NB: The implementing C++ file is RegisterDispatchKey.cpp
+
+// The only #includes we need are for custom classes that have defaults in the C++ API
+#include <c10/core/MemoryFormat.h>
+#include <c10/core/Scalar.h>
+#include <ATen/core/Reduction.h>
+
+// Forward declarations of any types needed in the operator signatures.
+// We can't directly include these classes because it will cause circular include dependencies.
+// This file is included by TensorBody.h, which defines the Tensor class.
+#include <ATen/core/ATen_fwd.h>
+
+namespace at {
+
+namespace compositeexplicitautograd {
+
+TORCH_API at::Tensor & _to_dense_out(at::Tensor & out, const at::Tensor & self, ::std::optional<at::ScalarType> dtype=::std::nullopt, ::std::optional<bool> masked_grad=::std::nullopt);
+TORCH_API at::Tensor & _to_dense_outf(const at::Tensor & self, ::std::optional<at::ScalarType> dtype, ::std::optional<bool> masked_grad, at::Tensor & out);
+
+} // namespace compositeexplicitautograd
+} // namespace at

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/abs_ops.h

@@ -0,0 +1,50 @@
+#pragma once
+
+// @generated by torchgen/gen.py from Operator.h
+
+#include <tuple>
+#include <vector>
+
+// Forward declarations of any types needed in the operator signatures.
+// We can't directly include these classes because it will cause circular include dependencies.
+// This file is included by TensorBody.h, which defines the Tensor class.
+#include <ATen/core/ATen_fwd.h>
+
+namespace at {
+namespace _ops {
+
+
+struct TORCH_API abs {
+  using schema = at::Tensor (const at::Tensor &);
+  using ptr_schema = schema*;
+  // See Note [static constexpr char* members for windows NVCC]
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::abs")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "abs(Tensor self) -> Tensor")
+  static at::Tensor call(const at::Tensor & self);
+  static at::Tensor redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self);
+};
+
+struct TORCH_API abs_ {
+  using schema = at::Tensor & (at::Tensor &);
+  using ptr_schema = schema*;
+  // See Note [static constexpr char* members for windows NVCC]
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::abs_")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "abs_(Tensor(a!) self) -> Tensor(a!)")
+  static at::Tensor & call(at::Tensor & self);
+  static at::Tensor & redispatch(c10::DispatchKeySet dispatchKeySet, at::Tensor & self);
+};
+
+struct TORCH_API abs_out {
+  using schema = at::Tensor & (const at::Tensor &, at::Tensor &);
+  using ptr_schema = schema*;
+  // See Note [static constexpr char* members for windows NVCC]
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::abs")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "out")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "abs.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)")
+  static at::Tensor & call(const at::Tensor & self, at::Tensor & out);
+  static at::Tensor & redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self, at::Tensor & out);
+};
+
+}} // namespace at::_ops

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/argmin_ops.h

@@ -0,0 +1,39 @@
+#pragma once
+
+// @generated by torchgen/gen.py from Operator.h
+
+#include <tuple>
+#include <vector>
+
+// Forward declarations of any types needed in the operator signatures.
+// We can't directly include these classes because it will cause circular include dependencies.
+// This file is included by TensorBody.h, which defines the Tensor class.
+#include <ATen/core/ATen_fwd.h>
+
+namespace at {
+namespace _ops {
+
+
+struct TORCH_API argmin {
+  using schema = at::Tensor (const at::Tensor &, ::std::optional<int64_t>, bool);
+  using ptr_schema = schema*;
+  // See Note [static constexpr char* members for windows NVCC]
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::argmin")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "argmin(Tensor self, int? dim=None, bool keepdim=False) -> Tensor")
+  static at::Tensor call(const at::Tensor & self, ::std::optional<int64_t> dim, bool keepdim);
+  static at::Tensor redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self, ::std::optional<int64_t> dim, bool keepdim);
+};
+
+struct TORCH_API argmin_out {
+  using schema = at::Tensor & (const at::Tensor &, ::std::optional<int64_t>, bool, at::Tensor &);
+  using ptr_schema = schema*;
+  // See Note [static constexpr char* members for windows NVCC]
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::argmin")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "out")
+  STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "argmin.out(Tensor self, int? dim=None, bool keepdim=False, *, Tensor(a!) out) -> Tensor(a!)")
+  static at::Tensor & call(const at::Tensor & self, ::std::optional<int64_t> dim, bool keepdim, at::Tensor & out);
+  static at::Tensor & redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self, ::std::optional<int64_t> dim, bool keepdim, at::Tensor & out);
+};
+
+}} // namespace at::_ops

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/broadcast_to_compositeimplicitautograd_dispatch.h

@@ -0,0 +1,24 @@
+#pragma once
+// @generated by torchgen/gen.py from DispatchKeyFunction.h
+
+// NB: The implementing C++ file is RegisterDispatchKey.cpp
+
+// The only #includes we need are for custom classes that have defaults in the C++ API
+#include <c10/core/MemoryFormat.h>
+#include <c10/core/Scalar.h>
+#include <ATen/core/Reduction.h>
+
+// Forward declarations of any types needed in the operator signatures.
+// We can't directly include these classes because it will cause circular include dependencies.
+// This file is included by TensorBody.h, which defines the Tensor class.
+#include <ATen/core/ATen_fwd.h>
+
+namespace at {
+
+namespace compositeimplicitautograd {
+
+TORCH_API at::Tensor broadcast_to(const at::Tensor & self, at::IntArrayRef size);
+TORCH_API at::Tensor broadcast_to_symint(const at::Tensor & self, c10::SymIntArrayRef size);
+
+} // namespace compositeimplicitautograd
+} // namespace at

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/conj_physical_cpu_dispatch.h

@@ -0,0 +1,24 @@
+#pragma once
+// @generated by torchgen/gen.py from DispatchKeyFunction.h
+
+// NB: The implementing C++ file is RegisterDispatchKey.cpp
+
+// The only #includes we need are for custom classes that have defaults in the C++ API
+#include <c10/core/MemoryFormat.h>
+#include <c10/core/Scalar.h>
+#include <ATen/core/Reduction.h>
+
+// Forward declarations of any types needed in the operator signatures.
+// We can't directly include these classes because it will cause circular include dependencies.
+// This file is included by TensorBody.h, which defines the Tensor class.
+#include <ATen/core/ATen_fwd.h>
+
+namespace at {
+
+namespace cpu {
+
+TORCH_API at::Tensor & conj_physical_out(at::Tensor & out, const at::Tensor & self);
+TORCH_API at::Tensor & conj_physical_outf(const at::Tensor & self, at::Tensor & out);
+
+} // namespace cpu
+} // namespace at

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/cudnn_affine_grid_generator.h

@@ -0,0 +1,39 @@
+#pragma once
+
+// @generated by torchgen/gen.py from Function.h
+
+#include <ATen/Context.h>
+#include <ATen/DeviceGuard.h>
+#include <ATen/TensorUtils.h>
+#include <ATen/TracerMode.h>
+#include <ATen/core/Generator.h>
+#include <ATen/core/Reduction.h>
+#include <ATen/core/Tensor.h>
+#include <c10/core/Scalar.h>
+#include <c10/core/Storage.h>
+#include <c10/core/TensorOptions.h>
+#include <c10/util/Deprecated.h>
+#include <c10/util/Optional.h>
+
+
+
+#include <ATen/ops/cudnn_affine_grid_generator_ops.h>
+
+namespace at {
+
+
+// aten::cudnn_affine_grid_generator(Tensor theta, int N, int C, int H, int W) -> Tensor grid
+inline at::Tensor cudnn_affine_grid_generator(const at::Tensor & theta, int64_t N, int64_t C, int64_t H, int64_t W) {
+    return at::_ops::cudnn_affine_grid_generator::call(theta, N, C, H, W);
+}
+
+// aten::cudnn_affine_grid_generator.out(Tensor theta, int N, int C, int H, int W, *, Tensor(a!) out) -> Tensor(a!)
+inline at::Tensor & cudnn_affine_grid_generator_out(at::Tensor & out, const at::Tensor & theta, int64_t N, int64_t C, int64_t H, int64_t W) {
+    return at::_ops::cudnn_affine_grid_generator_out::call(theta, N, C, H, W, out);
+}
+// aten::cudnn_affine_grid_generator.out(Tensor theta, int N, int C, int H, int W, *, Tensor(a!) out) -> Tensor(a!)
+inline at::Tensor & cudnn_affine_grid_generator_outf(const at::Tensor & theta, int64_t N, int64_t C, int64_t H, int64_t W, at::Tensor & out) {
+    return at::_ops::cudnn_affine_grid_generator_out::call(theta, N, C, H, W, out);
+}
+
+}

parrot/lib/python3.10/site-packages/torch/include/ATen/ops/cudnn_grid_sampler_backward.h

@@ -0,0 +1,39 @@
+#pragma once
+
+// @generated by torchgen/gen.py from Function.h
+
+#include <ATen/Context.h>
+#include <ATen/DeviceGuard.h>
+#include <ATen/TensorUtils.h>
+#include <ATen/TracerMode.h>
+#include <ATen/core/Generator.h>
+#include <ATen/core/Reduction.h>
+#include <ATen/core/Tensor.h>
+#include <c10/core/Scalar.h>
+#include <c10/core/Storage.h>
+#include <c10/core/TensorOptions.h>
+#include <c10/util/Deprecated.h>
+#include <c10/util/Optional.h>
+
+
+
+#include <ATen/ops/cudnn_grid_sampler_backward_ops.h>
+
+namespace at {
+
+
+// aten::cudnn_grid_sampler_backward(Tensor self, Tensor grid, Tensor grad_output) -> (Tensor grad_self, Tensor grad_grid)
+inline ::std::tuple<at::Tensor,at::Tensor> cudnn_grid_sampler_backward(const at::Tensor & self, const at::Tensor & grid, const at::Tensor & grad_output) {
+    return at::_ops::cudnn_grid_sampler_backward::call(self, grid, grad_output);
+}
+
+// aten::cudnn_grid_sampler_backward.out(Tensor self, Tensor grid, Tensor grad_output, *, Tensor(a!) out0, Tensor(b!) out1) -> (Tensor(a!), Tensor(b!))
+inline ::std::tuple<at::Tensor &,at::Tensor &> cudnn_grid_sampler_backward_out(at::Tensor & out0, at::Tensor & out1, const at::Tensor & self, const at::Tensor & grid, const at::Tensor & grad_output) {
+    return at::_ops::cudnn_grid_sampler_backward_out::call(self, grid, grad_output, out0, out1);
+}
+// aten::cudnn_grid_sampler_backward.out(Tensor self, Tensor grid, Tensor grad_output, *, Tensor(a!) out0, Tensor(b!) out1) -> (Tensor(a!), Tensor(b!))
+inline ::std::tuple<at::Tensor &,at::Tensor &> cudnn_grid_sampler_backward_outf(const at::Tensor & self, const at::Tensor & grid, const at::Tensor & grad_output, at::Tensor & out0, at::Tensor & out1) {
+    return at::_ops::cudnn_grid_sampler_backward_out::call(self, grid, grad_output, out0, out1);
+}
+
+}