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Edit File: digest.py

"""passlib.crypto.digest -- crytographic helpers used by the password hashes in passlib

.. versionadded:: 1.7
"""
#=============================================================================
# imports
#=============================================================================
from __future__ import division
# core
import hashlib
import logging; log = logging.getLogger(__name__)
try:
    # new in py3.4
    from hashlib import pbkdf2_hmac as _stdlib_pbkdf2_hmac
    if _stdlib_pbkdf2_hmac.__module__ == "hashlib":
        # builtin pure-python backends are slightly faster than stdlib's pure python fallback,
        # so only using stdlib's version if it's backed by openssl's pbkdf2_hmac()
        log.debug("ignoring pure-python hashlib.pbkdf2_hmac()")
        _stdlib_pbkdf2_hmac = None
except ImportError:
    _stdlib_pbkdf2_hmac = None
import re
import os
from struct import Struct
from warnings import warn
# site
try:
    # https://pypi.python.org/pypi/fastpbkdf2/
    from fastpbkdf2 import pbkdf2_hmac as _fast_pbkdf2_hmac
except ImportError:
    _fast_pbkdf2_hmac = None
# pkg
from passlib import exc
from passlib.utils import join_bytes, to_native_str, join_byte_values, to_bytes, \
                          SequenceMixin, as_bool
from passlib.utils.compat import irange, int_types, unicode_or_bytes_types, PY3, error_from
from passlib.utils.decor import memoized_property
# local
__all__ = [
    # hash utils
    "lookup_hash",
    "HashInfo",
    "norm_hash_name",

# hmac utils
    "compile_hmac",

# kdfs
    "pbkdf1",
    "pbkdf2_hmac",
]

#=============================================================================
# generic constants
#=============================================================================

#: max 32-bit value
MAX_UINT32 = (1 << 32) - 1

#: max 64-bit value
MAX_UINT64 = (1 << 64) - 1

#=============================================================================
# hash utils
#=============================================================================

#: list of known hash names, used by lookup_hash()'s _norm_hash_name() helper
_known_hash_names = [
    # format: (hashlib/ssl name, iana name or standin, other known aliases ...)

#----------------------------------------------------
    # hashes with official IANA-assigned names
    # (as of 2012-03 - http://www.iana.org/assignments/hash-function-text-names)
    #----------------------------------------------------
    ("md2", "md2"),  # NOTE: openssl dropped md2 support in v1.0.0
    ("md5", "md5"),
    ("sha1", "sha-1"),
    ("sha224", "sha-224", "sha2-224"),
    ("sha256", "sha-256", "sha2-256"),
    ("sha384", "sha-384", "sha2-384"),
    ("sha512", "sha-512", "sha2-512"),

# TODO: add sha3 to this table.

#----------------------------------------------------
    # hashlib/ssl-supported hashes without official IANA names,
    # (hopefully-) compatible stand-ins have been chosen.
    #----------------------------------------------------

("blake2b", "blake-2b"),
    ("blake2s", "blake-2s"),
    ("md4", "md4"),
    # NOTE: there was an older "ripemd" and "ripemd-128",
    #       but python 2.7+ resolves "ripemd" -> "ripemd160",
    #       so treating "ripemd" as alias here.
    ("ripemd160", "ripemd-160", "ripemd"),
]

#: dict mapping hashlib names to hardcoded digest info;
#: so this is available even when hashes aren't present.
_fallback_info = {
    # name: (digest_size, block_size)
    'blake2b': (64, 128),
    'blake2s': (32, 64),
    'md4': (16, 64),
    'md5': (16, 64),
    'sha1': (20, 64),
    'sha224': (28, 64),
    'sha256': (32, 64),
    'sha384': (48, 128),
    'sha3_224': (28, 144),
    'sha3_256': (32, 136),
    'sha3_384': (48, 104),
    'sha3_512': (64, 72),
    'sha512': (64, 128),
    'shake128': (16, 168),
    'shake256': (32, 136),
}

def _gen_fallback_info():
    """
    internal helper used to generate ``_fallback_info`` dict.
    currently only run manually to update the above list;
    not invoked at runtime.
    """
    out = {}
    for alg in sorted(hashlib.algorithms_available | set(["md4"])):
        info = lookup_hash(alg)
        out[info.name] = (info.digest_size, info.block_size)
    return out

#: cache of hash info instances used by lookup_hash()
_hash_info_cache = {}

def _get_hash_aliases(name):
    """
    internal helper used by :func:`lookup_hash` --
    normalize arbitrary hash name to hashlib format.
    if name not recognized, returns dummy record and issues a warning.

:arg name:
        unnormalized name

:returns:
        tuple with 2+ elements: ``(hashlib_name, iana_name|None, ... 0+ aliases)``.
    """

# normalize input
    orig = name
    if not isinstance(name, str):
        name = to_native_str(name, 'utf-8', 'hash name')
    name = re.sub("[_ /]", "-", name.strip().lower())
    if name.startswith("scram-"): # helper for SCRAM protocol (see passlib.handlers.scram)
        name = name[6:]
        if name.endswith("-plus"):
            name = name[:-5]

# look through standard names and known aliases
    def check_table(name):
        for row in _known_hash_names:
            if name in row:
                return row
    result = check_table(name)
    if result:
        return result

# try to clean name up some more
    m = re.match(r"(?i)^(?P<name>[a-z]+)-?(?P<rev>\d)?-?(?P<size>\d{3,4})?$", name)
    if m:
        # roughly follows "SHA2-256" style format, normalize representation,
        # and checked table.
        iana_name, rev, size = m.group("name", "rev", "size")
        if rev:
            iana_name += rev
        hashlib_name = iana_name
        if size:
            iana_name += "-" + size
            if rev:
                hashlib_name += "_"
            hashlib_name += size
        result = check_table(iana_name)
        if result:
            return result

# not found in table, but roughly recognize format. use names we built up as fallback.
        log.info("normalizing unrecognized hash name %r => %r / %r",
                 orig, hashlib_name, iana_name)

else:
        # just can't make sense of it. return something
        iana_name = name
        hashlib_name = name.replace("-", "_")
        log.warning("normalizing unrecognized hash name and format %r => %r / %r",
                    orig, hashlib_name, iana_name)

return hashlib_name, iana_name

def _get_hash_const(name):
    """
    internal helper used by :func:`lookup_hash` --
    lookup hash constructor by name

:arg name:
        name (normalized to hashlib format, e.g. ``"sha256"``)

:returns:
        hash constructor, e.g. ``hashlib.sha256()``;
        or None if hash can't be located.
    """
    # check hashlib.<attr> for an efficient constructor
    if not name.startswith("_") and name not in ("new", "algorithms"):
        try:
            return getattr(hashlib, name)
        except AttributeError:
            pass

# check hashlib.new() in case SSL supports the digest
    new_ssl_hash = hashlib.new
    try:
        # new() should throw ValueError if alg is unknown
        new_ssl_hash(name, b"")
    except ValueError:
        pass
    else:
        # create wrapper function
        # XXX: is there a faster way to wrap this?
        def const(msg=b""):
            return new_ssl_hash(name, msg)
        const.__name__ = name
        const.__module__ = "hashlib"
        const.__doc__ = ("wrapper for hashlib.new(%r),\n"
                         "generated by passlib.crypto.digest.lookup_hash()") % name
        return const

# use builtin md4 as fallback when not supported by hashlib
    if name == "md4":
        from passlib.crypto._md4 import md4
        return md4

# XXX: any other modules / registries we should check?
    # TODO: add pysha3 support.

return None

def lookup_hash(digest,  # *,
                return_unknown=False, required=True):
    """
    Returns a :class:`HashInfo` record containing information about a given hash function.
    Can be used to look up a hash constructor by name, normalize hash name representation, etc.

:arg digest:
        This can be any of:

* A string containing a :mod:`!hashlib` digest name (e.g. ``"sha256"``),
        * A string containing an IANA-assigned hash name,
        * A digest constructor function (e.g. ``hashlib.sha256``).

Case is ignored, underscores are converted to hyphens,
        and various other cleanups are made.

:param required:
        By default (True), this function will throw an :exc:`~passlib.exc.UnknownHashError` if no hash constructor
        can be found, or if the hash is not actually available.

If this flag is False, it will instead return a dummy :class:`!HashInfo` record
        which will defer throwing the error until it's constructor function is called.
        This is mainly used by :func:`norm_hash_name`.

:param return_unknown:

.. deprecated:: 1.7.3

deprecated, and will be removed in passlib 2.0.
            this acts like inverse of **required**.

:returns HashInfo:
        :class:`HashInfo` instance containing information about specified digest.

Multiple calls resolving to the same hash should always
        return the same :class:`!HashInfo` instance.
    """
    # check for cached entry
    cache = _hash_info_cache
    try:
        return cache[digest]
    except (KeyError, TypeError):
        # NOTE: TypeError is to catch 'TypeError: unhashable type' (e.g. HashInfo)
        pass

# legacy alias
    if return_unknown:
        required = False

# resolve ``digest`` to ``const`` & ``name_record``
    cache_by_name = True
    if isinstance(digest, unicode_or_bytes_types):
        # normalize name
        name_list = _get_hash_aliases(digest)
        name = name_list[0]
        assert name

# if name wasn't normalized to hashlib format,
        # get info for normalized name and reuse it.
        if name != digest:
            info = lookup_hash(name, required=required)
            cache[digest] = info
            return info

# else look up constructor
        # NOTE: may return None, which is handled by HashInfo constructor
        const = _get_hash_const(name)

# if mock fips mode is enabled, replace with dummy constructor
        # (to replicate how it would behave on a real fips system).
        if const and mock_fips_mode and name not in _fips_algorithms:
            def const(source=b""):
                raise ValueError("%r disabled for fips by passlib set_mock_fips_mode()" % name)

elif isinstance(digest, HashInfo):
        # handle border case where HashInfo is passed in.
        return digest

elif callable(digest):
        # try to lookup digest based on it's self-reported name
        # (which we trust to be the canonical "hashlib" name)
        const = digest
        name_list = _get_hash_aliases(const().name)
        name = name_list[0]
        other_const = _get_hash_const(name)
        if other_const is None:
            # this is probably a third-party digest we don't know about,
            # so just pass it on through, and register reverse lookup for it's name.
            pass

elif other_const is const:
            # if we got back same constructor, this is just a known stdlib constructor,
            # which was passed in before we had cached it by name. proceed normally.
            pass

else:
            # if we got back different object, then ``const`` is something else
            # (such as a mock object), in which case we want to skip caching it by name,
            # as that would conflict with real hash.
            cache_by_name = False

else:
        raise exc.ExpectedTypeError(digest, "digest name or constructor", "digest")

# create new instance
    info = HashInfo(const=const, names=name_list, required=required)

# populate cache
    if const is not None:
        cache[const] = info
    if cache_by_name:
        for name in name_list:
            if name:  # (skips iana name if it's empty)
                assert cache.get(name) in [None, info], "%r already in cache" % name
                cache[name] = info
    return info

#: UT helper for clearing internal cache
lookup_hash.clear_cache = _hash_info_cache.clear

def norm_hash_name(name, format="hashlib"):
    """Normalize hash function name (convenience wrapper for :func:`lookup_hash`).

:arg name:
        Original hash function name.

This name can be a Python :mod:`~hashlib` digest name,
        a SCRAM mechanism name, IANA assigned hash name, etc.
        Case is ignored, and underscores are converted to hyphens.

:param format:
        Naming convention to normalize to.
        Possible values are:

* ``"hashlib"`` (the default) - normalizes name to be compatible
          with Python's :mod:`!hashlib`.

* ``"iana"`` - normalizes name to IANA-assigned hash function name.
          For hashes which IANA hasn't assigned a name for, this issues a warning,
          and then uses a heuristic to return a "best guess" name.

:returns:
        Hash name, returned as native :class:`!str`.
    """
    info = lookup_hash(name, required=False)
    if info.unknown:
        warn("norm_hash_name(): " + info.error_text, exc.PasslibRuntimeWarning)
    if format == "hashlib":
        return info.name
    elif format == "iana":
        return info.iana_name
    else:
        raise ValueError("unknown format: %r" % (format,))

class HashInfo(SequenceMixin):
    """
    Record containing information about a given hash algorithm, as returned :func:`lookup_hash`.

This class exposes the following attributes:

.. autoattribute:: const
    .. autoattribute:: digest_size
    .. autoattribute:: block_size
    .. autoattribute:: name
    .. autoattribute:: iana_name
    .. autoattribute:: aliases
    .. autoattribute:: supported

This object can also be treated a 3-element sequence
    containing ``(const, digest_size, block_size)``.
    """
    #=========================================================================
    # instance attrs
    #=========================================================================

#: Canonical / hashlib-compatible name (e.g. ``"sha256"``).
    name = None

#: IANA assigned name (e.g. ``"sha-256"``), may be ``None`` if unknown.
    iana_name = None

#: Tuple of other known aliases (may be empty)
    aliases = ()

#: Hash constructor function (e.g. :func:`hashlib.sha256`)
    const = None

#: Hash's digest size
    digest_size = None

#: Hash's block size
    block_size = None

#: set when hash isn't available, will be filled in with string containing error text
    #: that const() will raise.
    error_text = None

#: set when error_text is due to hash algorithm being completely unknown
    #: (not just unavailable on current system)
    unknown = False

#=========================================================================
    # init
    #=========================================================================

def __init__(self,  # *,
                 const, names, required=True):
        """
        initialize new instance.
        :arg const:
            hash constructor
        :arg names:
            list of 2+ names. should be list of ``(name, iana_name, ... 0+ aliases)``.
            names must be lower-case. only iana name may be None.
        """
        # init names
        name = self.name = names[0]
        self.iana_name = names[1]
        self.aliases = names[2:]

def use_stub_const(msg):
            """
            helper that installs stub constructor which throws specified error <msg>.
            """
            def const(source=b""):
                raise exc.UnknownHashError(msg, name)
            if required:
                # if caller only wants supported digests returned,
                # just throw error immediately...
                const()
                assert "shouldn't get here"
            self.error_text = msg
            self.const = const
            try:
                self.digest_size, self.block_size = _fallback_info[name]
            except KeyError:
                pass

# handle "constructor not available" case
        if const is None:
            if names in _known_hash_names:
                msg = "unsupported hash: %r" % name
            else:
                msg = "unknown hash: %r" % name
                self.unknown = True
            use_stub_const(msg)
            # TODO: load in preset digest size info for known hashes.
            return

# create hash instance to inspect
        try:
            hash = const()
        except ValueError as err:
            # per issue 116, FIPS compliant systems will have a constructor;
            # but it will throw a ValueError with this message.  As of 1.7.3,
            # translating this into DisabledHashError.
            # "ValueError: error:060800A3:digital envelope routines:EVP_DigestInit_ex:disabled for fips"
            if "disabled for fips" in str(err).lower():
                msg = "%r hash disabled for fips" % name
            else:
                msg = "internal error in %r constructor\n(%s: %s)" % (name, type(err).__name__, err)
            use_stub_const(msg)
            return

# store stats about hash
        self.const = const
        self.digest_size = hash.digest_size
        self.block_size = hash.block_size

# do sanity check on digest size
        if len(hash.digest()) != hash.digest_size:
            raise RuntimeError("%r constructor failed sanity check" % self.name)

# do sanity check on name.
        if hash.name != self.name:
            warn("inconsistent digest name: %r resolved to %r, which reports name as %r" %
                 (self.name, const, hash.name), exc.PasslibRuntimeWarning)

#=========================================================================
    # methods
    #=========================================================================
    def __repr__(self):
        return "<lookup_hash(%r): digest_size=%r block_size=%r)" % \
               (self.name, self.digest_size, self.block_size)

def _as_tuple(self):
        return self.const, self.digest_size, self.block_size

@memoized_property
    def supported(self):
        """
        whether hash is available for use
        (if False, constructor will throw UnknownHashError if called)
        """
        return self.error_text is None

@memoized_property
    def supported_by_fastpbkdf2(self):
        """helper to detect if hash is supported by fastpbkdf2()"""
        if not _fast_pbkdf2_hmac:
            return None
        try:
            _fast_pbkdf2_hmac(self.name, b"p", b"s", 1)
            return True
        except ValueError:
            # "unsupported hash type"
            return False

@memoized_property
    def supported_by_hashlib_pbkdf2(self):
        """helper to detect if hash is supported by hashlib.pbkdf2_hmac()"""
        if not _stdlib_pbkdf2_hmac:
            return None
        try:
            _stdlib_pbkdf2_hmac(self.name, b"p", b"s", 1)
            return True
        except ValueError:
            # "unsupported hash type"
            return False

#=========================================================================
    # eoc
    #=========================================================================

#---------------------------------------------------------------------
# mock fips mode monkeypatch
#---------------------------------------------------------------------

#: flag for detecting if mock fips mode is enabled.
mock_fips_mode = False

#: algorithms allowed under FIPS mode (subset of hashlib.algorithms_available);
#: per https://csrc.nist.gov/Projects/Hash-Functions FIPS 202 list.
_fips_algorithms = set([
    # FIPS 180-4  and FIPS 202
    'sha1',
    'sha224',
    'sha256',
    'sha384',
    'sha512',
    # 'sha512/224',
    # 'sha512/256',

# FIPS 202 only
    'sha3_224',
    'sha3_256',
    'sha3_384',
    'sha3_512',
    'shake_128',
    'shake_256',
])

def _set_mock_fips_mode(enable=True):
    """
    UT helper which monkeypatches lookup_hash() internals to replicate FIPS mode.
    """
    global mock_fips_mode
    mock_fips_mode = enable
    lookup_hash.clear_cache()

# helper for UTs
if as_bool(os.environ.get("PASSLIB_MOCK_FIPS_MODE")):
    _set_mock_fips_mode()

#=============================================================================
# hmac utils
#=============================================================================

#: translation tables used by compile_hmac()
_TRANS_5C = join_byte_values((x ^ 0x5C) for x in irange(256))
_TRANS_36 = join_byte_values((x ^ 0x36) for x in irange(256))

def compile_hmac(digest, key, multipart=False):
    """
    This function returns an efficient HMAC function, hardcoded with a specific digest & key.
    It can be used via ``hmac = compile_hmac(digest, key)``.

:arg digest:
        digest name or constructor.

:arg key:
        secret key as :class:`!bytes` or :class:`!unicode` (unicode will be encoded using utf-8).

:param multipart:
        request a multipart constructor instead (see return description).

:returns:
        By default, the returned function has the signature ``hmac(msg) -> digest output``.

However, if ``multipart=True``, the returned function has the signature
        ``hmac() -> update, finalize``, where ``update(msg)`` may be called multiple times,
        and ``finalize() -> digest_output`` may be repeatedly called at any point to
        calculate the HMAC digest so far.

The returned object will also have a ``digest_info`` attribute, containing
        a :class:`lookup_hash` instance for the specified digest.

This function exists, and has the weird signature it does, in order to squeeze as
    provide as much efficiency as possible, by omitting much of the setup cost
    and features of the stdlib :mod:`hmac` module.
    """
    # all the following was adapted from stdlib's hmac module

# resolve digest (cached)
    digest_info = lookup_hash(digest)
    const, digest_size, block_size = digest_info
    assert block_size >= 16, "block size too small"

# prepare key
    if not isinstance(key, bytes):
        key = to_bytes(key, param="key")
    klen = len(key)
    if klen > block_size:
        key = const(key).digest()
        klen = digest_size
    if klen < block_size:
        key += b'\x00' * (block_size - klen)

# create pre-initialized hash constructors
    _inner_copy = const(key.translate(_TRANS_36)).copy
    _outer_copy = const(key.translate(_TRANS_5C)).copy

if multipart:
        # create multi-part function
        # NOTE: this is slightly slower than the single-shot version,
        #       and should only be used if needed.
        def hmac():
            """generated by compile_hmac(multipart=True)"""
            inner = _inner_copy()
            def finalize():
                outer = _outer_copy()
                outer.update(inner.digest())
                return outer.digest()
            return inner.update, finalize
    else:

# single-shot function
        def hmac(msg):
            """generated by compile_hmac()"""
            inner = _inner_copy()
            inner.update(msg)
            outer = _outer_copy()
            outer.update(inner.digest())
            return outer.digest()

# add info attr
    hmac.digest_info = digest_info
    return hmac

#=============================================================================
# pbkdf1 
#=============================================================================
def pbkdf1(digest, secret, salt, rounds, keylen=None):
    """pkcs#5 password-based key derivation v1.5

:arg digest:
        digest name or constructor.
        
    :arg secret:
        secret to use when generating the key.
        may be :class:`!bytes` or :class:`unicode` (encoded using UTF-8).
        
    :arg salt:
        salt string to use when generating key.
        may be :class:`!bytes` or :class:`unicode` (encoded using UTF-8).

:param rounds:
        number of rounds to use to generate key.

:arg keylen:
        number of bytes to generate (if omitted / ``None``, uses digest's native size)

:returns:
        raw :class:`bytes` of generated key

.. note::

This algorithm has been deprecated, new code should use PBKDF2.
        Among other limitations, ``keylen`` cannot be larger
        than the digest size of the specified hash.
    """
    # resolve digest
    const, digest_size, block_size = lookup_hash(digest)
    
    # validate secret & salt
    secret = to_bytes(secret, param="secret")
    salt = to_bytes(salt, param="salt")

# validate rounds
    if not isinstance(rounds, int_types):
        raise exc.ExpectedTypeError(rounds, "int", "rounds")
    if rounds < 1:
        raise ValueError("rounds must be at least 1")

# validate keylen
    if keylen is None:
        keylen = digest_size
    elif not isinstance(keylen, int_types):
        raise exc.ExpectedTypeError(keylen, "int or None", "keylen")
    elif keylen < 0:
        raise ValueError("keylen must be at least 0")
    elif keylen > digest_size:
        raise ValueError("keylength too large for digest: %r > %r" %
                         (keylen, digest_size))

# main pbkdf1 loop
    block = secret + salt
    for _ in irange(rounds):
        block = const(block).digest()
    return block[:keylen]

#=============================================================================
# pbkdf2
#=============================================================================

_pack_uint32 = Struct(">L").pack

def pbkdf2_hmac(digest, secret, salt, rounds, keylen=None):
    """pkcs#5 password-based key derivation v2.0 using HMAC + arbitrary digest.

:arg digest:
        digest name or constructor.

:arg secret:
        passphrase to use to generate key.
        may be :class:`!bytes` or :class:`unicode` (encoded using UTF-8).

:arg salt:
        salt string to use when generating key.
        may be :class:`!bytes` or :class:`unicode` (encoded using UTF-8).

:param rounds:
        number of rounds to use to generate key.

:arg keylen:
        number of bytes to generate.
        if omitted / ``None``, will use digest's native output size.

:returns:
        raw bytes of generated key

.. versionchanged:: 1.7

This function will use the first available of the following backends:

* `fastpbk2 <https://pypi.python.org/pypi/fastpbkdf2>`_
        * :func:`hashlib.pbkdf2_hmac` (only available in py2 >= 2.7.8, and py3 >= 3.4)
        * builtin pure-python backend

See :data:`passlib.crypto.digest.PBKDF2_BACKENDS` to determine
        which backend(s) are in use.
    """
    # validate secret & salt
    secret = to_bytes(secret, param="secret")
    salt = to_bytes(salt, param="salt")

# resolve digest
    digest_info = lookup_hash(digest)
    digest_size = digest_info.digest_size

# validate rounds
    if not isinstance(rounds, int_types):
        raise exc.ExpectedTypeError(rounds, "int", "rounds")
    if rounds < 1:
        raise ValueError("rounds must be at least 1")

# validate keylen
    if keylen is None:
        keylen = digest_size
    elif not isinstance(keylen, int_types):
        raise exc.ExpectedTypeError(keylen, "int or None", "keylen")
    elif keylen < 1:
        # XXX: could allow keylen=0, but want to be compat w/ stdlib
        raise ValueError("keylen must be at least 1")

# find smallest block count s.t. keylen <= block_count * digest_size;
    # make sure block count won't overflow (per pbkdf2 spec)
    # this corresponds to throwing error if keylen > digest_size * MAX_UINT32
    # NOTE: stdlib will throw error at lower bound (keylen > MAX_SINT32)
    # NOTE: have do this before other backends checked, since fastpbkdf2 raises wrong error
    #       (InvocationError, not OverflowError)
    block_count = (keylen + digest_size - 1) // digest_size
    if block_count > MAX_UINT32:
        raise OverflowError("keylen too long for digest")

#
    # check for various high-speed backends
    #

# ~3x faster than pure-python backend
    # NOTE: have to do this after above guards since fastpbkdf2 lacks bounds checks.
    if digest_info.supported_by_fastpbkdf2:
        return _fast_pbkdf2_hmac(digest_info.name, secret, salt, rounds, keylen)

# ~1.4x faster than pure-python backend
    # NOTE: have to do this after fastpbkdf2 since hashlib-ssl is slower,
    #       will support larger number of hashes.
    if digest_info.supported_by_hashlib_pbkdf2:
        return _stdlib_pbkdf2_hmac(digest_info.name, secret, salt, rounds, keylen)

#
    # otherwise use our own implementation
    #

# generated keyed hmac
    keyed_hmac = compile_hmac(digest, secret)

# get helper to calculate pbkdf2 inner loop efficiently
    calc_block = _get_pbkdf2_looper(digest_size)

# assemble & return result
    return join_bytes(
        calc_block(keyed_hmac, keyed_hmac(salt + _pack_uint32(i)), rounds)
        for i in irange(1, block_count + 1)
    )[:keylen]

#-------------------------------------------------------------------------------------
# pick best choice for pure-python helper
# TODO: consider some alternatives, such as C-accelerated xor_bytes helper if available
#-------------------------------------------------------------------------------------
# NOTE: this env var is only present to support the admin/benchmark_pbkdf2 script
_force_backend = os.environ.get("PASSLIB_PBKDF2_BACKEND") or "any"

if PY3 and _force_backend in ["any", "from-bytes"]:
    from functools import partial

def _get_pbkdf2_looper(digest_size):
        return partial(_pbkdf2_looper, digest_size)

def _pbkdf2_looper(digest_size, keyed_hmac, digest, rounds):
        """
        py3-only implementation of pbkdf2 inner loop;
        uses 'int.from_bytes' + integer XOR
        """
        from_bytes = int.from_bytes
        BIG = "big"  # endianess doesn't matter, just has to be consistent
        accum = from_bytes(digest, BIG)
        for _ in irange(rounds - 1):
            digest = keyed_hmac(digest)
            accum ^= from_bytes(digest, BIG)
        return accum.to_bytes(digest_size, BIG)

_builtin_backend = "from-bytes"

elif _force_backend in ["any", "unpack", "from-bytes"]:
    from struct import Struct
    from passlib.utils import sys_bits

_have_64_bit = (sys_bits >= 64)

#: cache used by _get_pbkdf2_looper
    _looper_cache = {}

def _get_pbkdf2_looper(digest_size):
        """
        We want a helper function which performs equivalent of the following::

def helper(keyed_hmac, digest, rounds):
              accum = digest
              for _ in irange(rounds - 1):
                  digest = keyed_hmac(digest)
                  accum ^= digest
              return accum

However, no efficient way to implement "bytes ^ bytes" in python.
        Instead, using approach where we dynamically compile a helper function based
        on digest size.  Instead of a single `accum` var, this helper breaks the digest
        into a series of integers.

It stores these in a series of`accum_<i>` vars, and performs `accum ^= digest`
        by unpacking digest and perform xor for each "accum_<i> ^= digest_<i>".
        this keeps everything in locals, avoiding excessive list creation, encoding or decoding,
        etc.

:param digest_size:
            digest size to compile for, in bytes. (must be multiple of 4).

:return:
            helper function with call signature outlined above.
        """
        #
        # cache helpers
        #
        try:
            return _looper_cache[digest_size]
        except KeyError:
            pass

#
        # figure out most efficient struct format to unpack digest into list of native ints
        #
        if _have_64_bit and not digest_size & 0x7:
            # digest size multiple of 8, on a 64 bit system -- use array of UINT64
            count = (digest_size >> 3)
            fmt = "=%dQ" % count
        elif not digest_size & 0x3:
            if _have_64_bit:
                # digest size multiple of 4, on a 64 bit system -- use array of UINT64 + 1 UINT32
                count = (digest_size >> 3)
                fmt = "=%dQI" % count
                count += 1
            else:
                # digest size multiple of 4, on a 32 bit system -- use array of UINT32
                count = (digest_size >> 2)
                fmt = "=%dI" % count
        else:
            # stopping here, cause no known hashes have digest size that isn't multiple of 4 bytes.
            # if needed, could go crazy w/ "H" & "B"
            raise NotImplementedError("unsupported digest size: %d" % digest_size)
        struct = Struct(fmt)

#
        # build helper source
        #
        tdict = dict(
            digest_size=digest_size,
            accum_vars=", ".join("acc_%d" % i for i in irange(count)),
            digest_vars=", ".join("dig_%d" % i for i in irange(count)),
        )

# head of function
        source = (
                        "def helper(keyed_hmac, digest, rounds):\n"
                        "    '''pbkdf2 loop helper for digest_size={digest_size}'''\n"
                        "    unpack_digest = struct.unpack\n"
                        "    {accum_vars} = unpack_digest(digest)\n"
                        "    for _ in irange(1, rounds):\n"
                        "        digest = keyed_hmac(digest)\n"
                        "        {digest_vars} = unpack_digest(digest)\n"
        ).format(**tdict)

# xor digest
        for i in irange(count):
            source +=   "        acc_%d ^= dig_%d\n" % (i, i)

# return result
        source +=       "    return struct.pack({accum_vars})\n".format(**tdict)

#
        # compile helper
        #
        code = compile(source, "<generated by passlib.crypto.digest._get_pbkdf2_looper()>", "exec")
        gdict = dict(irange=irange, struct=struct)
        ldict = dict()
        eval(code, gdict, ldict)
        helper = ldict['helper']
        if __debug__:
            helper.__source__ = source

#
        # store in cache
        #
        _looper_cache[digest_size] = helper
        return helper

_builtin_backend = "unpack"

else:
    assert _force_backend in ["any", "hexlify"]

# XXX: older & slower approach that used int(hexlify()),
    #      keeping it around for a little while just for benchmarking.

from binascii import hexlify as _hexlify
    from passlib.utils import int_to_bytes

def _get_pbkdf2_looper(digest_size):
        return _pbkdf2_looper

def _pbkdf2_looper(keyed_hmac, digest, rounds):
        hexlify = _hexlify
        accum = int(hexlify(digest), 16)
        for _ in irange(rounds - 1):
            digest = keyed_hmac(digest)
            accum ^= int(hexlify(digest), 16)
        return int_to_bytes(accum, len(digest))

_builtin_backend = "hexlify"

# helper for benchmark script -- disable hashlib, fastpbkdf2 support if builtin requested
if _force_backend == _builtin_backend:
    _fast_pbkdf2_hmac = _stdlib_pbkdf2_hmac = None

# expose info about what backends are active
PBKDF2_BACKENDS = [b for b in [
    "fastpbkdf2" if _fast_pbkdf2_hmac else None,
    "hashlib-ssl" if _stdlib_pbkdf2_hmac else None,
    "builtin-" + _builtin_backend
] if b]

# *very* rough estimate of relative speed (compared to sha256 using 'unpack' backend on 64bit arch)
if "fastpbkdf2" in PBKDF2_BACKENDS:
    PBKDF2_SPEED_FACTOR = 3
elif "hashlib-ssl" in PBKDF2_BACKENDS:
    PBKDF2_SPEED_FACTOR = 1.4
else:
    # remaining backends have *some* difference in performance, but not enough to matter
    PBKDF2_SPEED_FACTOR = 1

#=============================================================================
# eof
#=============================================================================