Edit - package_finder.py

Edit: package_finder.py

"""Routines related to PyPI, indexes"""

# The following comment should be removed at some point in the future.
# mypy: strict-optional=False

from __future__ import absolute_import

import logging
import re

from pip._vendor.packaging import specifiers
from pip._vendor.packaging.utils import canonicalize_name
from pip._vendor.packaging.version import parse as parse_version

from pip._internal.exceptions import (
    BestVersionAlreadyInstalled,
    DistributionNotFound,
    InvalidWheelFilename,
    UnsupportedWheel,
)
from pip._internal.index.collector import parse_links
from pip._internal.models.candidate import InstallationCandidate
from pip._internal.models.format_control import FormatControl
from pip._internal.models.link import Link
from pip._internal.models.selection_prefs import SelectionPreferences
from pip._internal.models.target_python import TargetPython
from pip._internal.models.wheel import Wheel
from pip._internal.utils.compat import lru_cache
from pip._internal.utils.filetypes import WHEEL_EXTENSION
from pip._internal.utils.logging import indent_log
from pip._internal.utils.misc import build_netloc
from pip._internal.utils.packaging import check_requires_python
from pip._internal.utils.typing import MYPY_CHECK_RUNNING
from pip._internal.utils.unpacking import SUPPORTED_EXTENSIONS
from pip._internal.utils.urls import url_to_path

if MYPY_CHECK_RUNNING:
    from typing import (
        FrozenSet, Iterable, List, Optional, Set, Text, Tuple, Union,
    )

from pip._vendor.packaging.tags import Tag
    from pip._vendor.packaging.version import _BaseVersion

from pip._internal.index.collector import LinkCollector
    from pip._internal.models.search_scope import SearchScope
    from pip._internal.req import InstallRequirement
    from pip._internal.utils.hashes import Hashes

BuildTag = Union[Tuple[()], Tuple[int, str]]
    CandidateSortingKey = (
        Tuple[int, int, int, _BaseVersion, BuildTag, Optional[int]]
    )

__all__ = ['FormatControl', 'BestCandidateResult', 'PackageFinder']

logger = logging.getLogger(__name__)

def _check_link_requires_python(
    link,  # type: Link
    version_info,  # type: Tuple[int, int, int]
    ignore_requires_python=False,  # type: bool
):
    # type: (...) -> bool
    """
    Return whether the given Python version is compatible with a link's
    "Requires-Python" value.

:param version_info: A 3-tuple of ints representing the Python
        major-minor-micro version to check.
    :param ignore_requires_python: Whether to ignore the "Requires-Python"
        value if the given Python version isn't compatible.
    """
    try:
        is_compatible = check_requires_python(
            link.requires_python, version_info=version_info,
        )
    except specifiers.InvalidSpecifier:
        logger.debug(
            "Ignoring invalid Requires-Python (%r) for link: %s",
            link.requires_python, link,
        )
    else:
        if not is_compatible:
            version = '.'.join(map(str, version_info))
            if not ignore_requires_python:
                logger.debug(
                    'Link requires a different Python (%s not in: %r): %s',
                    version, link.requires_python, link,
                )
                return False

logger.debug(
                'Ignoring failed Requires-Python check (%s not in: %r) '
                'for link: %s',
                version, link.requires_python, link,
            )

return True

class LinkEvaluator(object):

"""
    Responsible for evaluating links for a particular project.
    """

_py_version_re = re.compile(r'-py([123]\.?[0-9]?)$')

# Don't include an allow_yanked default value to make sure each call
    # site considers whether yanked releases are allowed. This also causes
    # that decision to be made explicit in the calling code, which helps
    # people when reading the code.
    def __init__(
        self,
        project_name,    # type: str
        canonical_name,  # type: str
        formats,         # type: FrozenSet[str]
        target_python,   # type: TargetPython
        allow_yanked,    # type: bool
        ignore_requires_python=None,  # type: Optional[bool]
    ):
        # type: (...) -> None
        """
        :param project_name: The user supplied package name.
        :param canonical_name: The canonical package name.
        :param formats: The formats allowed for this package. Should be a set
            with 'binary' or 'source' or both in it.
        :param target_python: The target Python interpreter to use when
            evaluating link compatibility. This is used, for example, to
            check wheel compatibility, as well as when checking the Python
            version, e.g. the Python version embedded in a link filename
            (or egg fragment) and against an HTML link's optional PEP 503
            "data-requires-python" attribute.
        :param allow_yanked: Whether files marked as yanked (in the sense
            of PEP 592) are permitted to be candidates for install.
        :param ignore_requires_python: Whether to ignore incompatible
            PEP 503 "data-requires-python" values in HTML links. Defaults
            to False.
        """
        if ignore_requires_python is None:
            ignore_requires_python = False

self._allow_yanked = allow_yanked
        self._canonical_name = canonical_name
        self._ignore_requires_python = ignore_requires_python
        self._formats = formats
        self._target_python = target_python

self.project_name = project_name

def evaluate_link(self, link):
        # type: (Link) -> Tuple[bool, Optional[Text]]
        """
        Determine whether a link is a candidate for installation.

:return: A tuple (is_candidate, result), where `result` is (1) a
            version string if `is_candidate` is True, and (2) if
            `is_candidate` is False, an optional string to log the reason
            the link fails to qualify.
        """
        version = None
        if link.is_yanked and not self._allow_yanked:
            reason = link.yanked_reason or '<none given>'
            # Mark this as a unicode string to prevent "UnicodeEncodeError:
            # 'ascii' codec can't encode character" in Python 2 when
            # the reason contains non-ascii characters.
            return (False, u'yanked for reason: {}'.format(reason))

if link.egg_fragment:
            egg_info = link.egg_fragment
            ext = link.ext
        else:
            egg_info, ext = link.splitext()
            if not ext:
                return (False, 'not a file')
            if ext not in SUPPORTED_EXTENSIONS:
                return (False, 'unsupported archive format: {}'.format(ext))
            if "binary" not in self._formats and ext == WHEEL_EXTENSION:
                reason = 'No binaries permitted for {}'.format(
                    self.project_name)
                return (False, reason)
            if "macosx10" in link.path and ext == '.zip':
                return (False, 'macosx10 one')
            if ext == WHEEL_EXTENSION:
                try:
                    wheel = Wheel(link.filename)
                except InvalidWheelFilename:
                    return (False, 'invalid wheel filename')
                if canonicalize_name(wheel.name) != self._canonical_name:
                    reason = 'wrong project name (not {})'.format(
                        self.project_name)
                    return (False, reason)

supported_tags = self._target_python.get_tags()
                if not wheel.supported(supported_tags):
                    # Include the wheel's tags in the reason string to
                    # simplify troubleshooting compatibility issues.
                    file_tags = wheel.get_formatted_file_tags()
                    reason = (
                        "none of the wheel's tags match: {}".format(
                            ', '.join(file_tags)
                        )
                    )
                    return (False, reason)

version = wheel.version

# This should be up by the self.ok_binary check, but see issue 2700.
        if "source" not in self._formats and ext != WHEEL_EXTENSION:
            reason = 'No sources permitted for {}'.format(self.project_name)
            return (False, reason)

if not version:
            version = _extract_version_from_fragment(
                egg_info, self._canonical_name,
            )
        if not version:
            reason = 'Missing project version for {}'.format(self.project_name)
            return (False, reason)

match = self._py_version_re.search(version)
        if match:
            version = version[:match.start()]
            py_version = match.group(1)
            if py_version != self._target_python.py_version:
                return (False, 'Python version is incorrect')

supports_python = _check_link_requires_python(
            link, version_info=self._target_python.py_version_info,
            ignore_requires_python=self._ignore_requires_python,
        )
        if not supports_python:
            # Return None for the reason text to suppress calling
            # _log_skipped_link().
            return (False, None)

logger.debug('Found link %s, version: %s', link, version)

return (True, version)

def filter_unallowed_hashes(
    candidates,    # type: List[InstallationCandidate]
    hashes,        # type: Hashes
    project_name,  # type: str
):
    # type: (...) -> List[InstallationCandidate]
    """
    Filter out candidates whose hashes aren't allowed, and return a new
    list of candidates.

If at least one candidate has an allowed hash, then all candidates with
    either an allowed hash or no hash specified are returned.  Otherwise,
    the given candidates are returned.

Including the candidates with no hash specified when there is a match
    allows a warning to be logged if there is a more preferred candidate
    with no hash specified.  Returning all candidates in the case of no
    matches lets pip report the hash of the candidate that would otherwise
    have been installed (e.g. permitting the user to more easily update
    their requirements file with the desired hash).
    """
    if not hashes:
        logger.debug(
            'Given no hashes to check %s links for project %r: '
            'discarding no candidates',
            len(candidates),
            project_name,
        )
        # Make sure we're not returning back the given value.
        return list(candidates)

matches_or_no_digest = []
    # Collect the non-matches for logging purposes.
    non_matches = []
    match_count = 0
    for candidate in candidates:
        link = candidate.link
        if not link.has_hash:
            pass
        elif link.is_hash_allowed(hashes=hashes):
            match_count += 1
        else:
            non_matches.append(candidate)
            continue

matches_or_no_digest.append(candidate)

if match_count:
        filtered = matches_or_no_digest
    else:
        # Make sure we're not returning back the given value.
        filtered = list(candidates)

if len(filtered) == len(candidates):
        discard_message = 'discarding no candidates'
    else:
        discard_message = 'discarding {} non-matches:\n  {}'.format(
            len(non_matches),
            '\n  '.join(str(candidate.link) for candidate in non_matches)
        )

logger.debug(
        'Checked %s links for project %r against %s hashes '
        '(%s matches, %s no digest): %s',
        len(candidates),
        project_name,
        hashes.digest_count,
        match_count,
        len(matches_or_no_digest) - match_count,
        discard_message
    )

return filtered

class CandidatePreferences(object):

"""
    Encapsulates some of the preferences for filtering and sorting
    InstallationCandidate objects.
    """

def __init__(
        self,
        prefer_binary=False,  # type: bool
        allow_all_prereleases=False,  # type: bool
    ):
        # type: (...) -> None
        """
        :param allow_all_prereleases: Whether to allow all pre-releases.
        """
        self.allow_all_prereleases = allow_all_prereleases
        self.prefer_binary = prefer_binary

class BestCandidateResult(object):
    """A collection of candidates, returned by `PackageFinder.find_best_candidate`.

This class is only intended to be instantiated by CandidateEvaluator's
    `compute_best_candidate()` method.
    """

def __init__(
        self,
        candidates,             # type: List[InstallationCandidate]
        applicable_candidates,  # type: List[InstallationCandidate]
        best_candidate,         # type: Optional[InstallationCandidate]
    ):
        # type: (...) -> None
        """
        :param candidates: A sequence of all available candidates found.
        :param applicable_candidates: The applicable candidates.
        :param best_candidate: The most preferred candidate found, or None
            if no applicable candidates were found.
        """
        assert set(applicable_candidates) <= set(candidates)

if best_candidate is None:
            assert not applicable_candidates
        else:
            assert best_candidate in applicable_candidates

self._applicable_candidates = applicable_candidates
        self._candidates = candidates

self.best_candidate = best_candidate

def iter_all(self):
        # type: () -> Iterable[InstallationCandidate]
        """Iterate through all candidates.
        """
        return iter(self._candidates)

def iter_applicable(self):
        # type: () -> Iterable[InstallationCandidate]
        """Iterate through the applicable candidates.
        """
        return iter(self._applicable_candidates)

class CandidateEvaluator(object):

"""
    Responsible for filtering and sorting candidates for installation based
    on what tags are valid.
    """

@classmethod
    def create(
        cls,
        project_name,         # type: str
        target_python=None,   # type: Optional[TargetPython]
        prefer_binary=False,  # type: bool
        allow_all_prereleases=False,  # type: bool
        specifier=None,       # type: Optional[specifiers.BaseSpecifier]
        hashes=None,          # type: Optional[Hashes]
    ):
        # type: (...) -> CandidateEvaluator
        """Create a CandidateEvaluator object.

:param target_python: The target Python interpreter to use when
            checking compatibility. If None (the default), a TargetPython
            object will be constructed from the running Python.
        :param specifier: An optional object implementing `filter`
            (e.g. `packaging.specifiers.SpecifierSet`) to filter applicable
            versions.
        :param hashes: An optional collection of allowed hashes.
        """
        if target_python is None:
            target_python = TargetPython()
        if specifier is None:
            specifier = specifiers.SpecifierSet()

supported_tags = target_python.get_tags()

return cls(
            project_name=project_name,
            supported_tags=supported_tags,
            specifier=specifier,
            prefer_binary=prefer_binary,
            allow_all_prereleases=allow_all_prereleases,
            hashes=hashes,
        )

def __init__(
        self,
        project_name,         # type: str
        supported_tags,       # type: List[Tag]
        specifier,            # type: specifiers.BaseSpecifier
        prefer_binary=False,  # type: bool
        allow_all_prereleases=False,  # type: bool
        hashes=None,                  # type: Optional[Hashes]
    ):
        # type: (...) -> None
        """
        :param supported_tags: The PEP 425 tags supported by the target
            Python in order of preference (most preferred first).
        """
        self._allow_all_prereleases = allow_all_prereleases
        self._hashes = hashes
        self._prefer_binary = prefer_binary
        self._project_name = project_name
        self._specifier = specifier
        self._supported_tags = supported_tags

def get_applicable_candidates(
        self,
        candidates,  # type: List[InstallationCandidate]
    ):
        # type: (...) -> List[InstallationCandidate]
        """
        Return the applicable candidates from a list of candidates.
        """
        # Using None infers from the specifier instead.
        allow_prereleases = self._allow_all_prereleases or None
        specifier = self._specifier
        versions = {
            str(v) for v in specifier.filter(
                # We turn the version object into a str here because otherwise
                # when we're debundled but setuptools isn't, Python will see
                # packaging.version.Version and
                # pkg_resources._vendor.packaging.version.Version as different
                # types. This way we'll use a str as a common data interchange
                # format. If we stop using the pkg_resources provided specifier
                # and start using our own, we can drop the cast to str().
                (str(c.version) for c in candidates),
                prereleases=allow_prereleases,
            )
        }

# Again, converting version to str to deal with debundling.
        applicable_candidates = [
            c for c in candidates if str(c.version) in versions
        ]

filtered_applicable_candidates = filter_unallowed_hashes(
            candidates=applicable_candidates,
            hashes=self._hashes,
            project_name=self._project_name,
        )

return sorted(filtered_applicable_candidates, key=self._sort_key)

def _sort_key(self, candidate):
        # type: (InstallationCandidate) -> CandidateSortingKey
        """
        Function to pass as the `key` argument to a call to sorted() to sort
        InstallationCandidates by preference.

Returns a tuple such that tuples sorting as greater using Python's
        default comparison operator are more preferred.

The preference is as follows:

First and foremost, candidates with allowed (matching) hashes are
        always preferred over candidates without matching hashes. This is
        because e.g. if the only candidate with an allowed hash is yanked,
        we still want to use that candidate.

Second, excepting hash considerations, candidates that have been
        yanked (in the sense of PEP 592) are always less preferred than
        candidates that haven't been yanked. Then:

If not finding wheels, they are sorted by version only.
        If finding wheels, then the sort order is by version, then:
          1. existing installs
          2. wheels ordered via Wheel.support_index_min(self._supported_tags)
          3. source archives
        If prefer_binary was set, then all wheels are sorted above sources.

Note: it was considered to embed this logic into the Link
              comparison operators, but then different sdist links
              with the same version, would have to be considered equal
        """
        valid_tags = self._supported_tags
        support_num = len(valid_tags)
        build_tag = ()  # type: BuildTag
        binary_preference = 0
        link = candidate.link
        if link.is_wheel:
            # can raise InvalidWheelFilename
            wheel = Wheel(link.filename)
            if not wheel.supported(valid_tags):
                raise UnsupportedWheel(
                    "{} is not a supported wheel for this platform. It "
                    "can't be sorted.".format(wheel.filename)
                )
            if self._prefer_binary:
                binary_preference = 1
            pri = -(wheel.support_index_min(valid_tags))
            if wheel.build_tag is not None:
                match = re.match(r'^(\d+)(.*)$', wheel.build_tag)
                build_tag_groups = match.groups()
                build_tag = (int(build_tag_groups[0]), build_tag_groups[1])
        else:  # sdist
            pri = -(support_num)
        has_allowed_hash = int(link.is_hash_allowed(self._hashes))
        yank_value = -1 * int(link.is_yanked)  # -1 for yanked.
        return (
            has_allowed_hash, yank_value, binary_preference, candidate.version,
            build_tag, pri,
        )

def sort_best_candidate(
        self,
        candidates,    # type: List[InstallationCandidate]
    ):
        # type: (...) -> Optional[InstallationCandidate]
        """
        Return the best candidate per the instance's sort order, or None if
        no candidate is acceptable.
        """
        if not candidates:
            return None
        best_candidate = max(candidates, key=self._sort_key)
        return best_candidate

def compute_best_candidate(
        self,
        candidates,      # type: List[InstallationCandidate]
    ):
        # type: (...) -> BestCandidateResult
        """
        Compute and return a `BestCandidateResult` instance.
        """
        applicable_candidates = self.get_applicable_candidates(candidates)

best_candidate = self.sort_best_candidate(applicable_candidates)

return BestCandidateResult(
            candidates,
            applicable_candidates=applicable_candidates,
            best_candidate=best_candidate,
        )

class PackageFinder(object):
    """This finds packages.

This is meant to match easy_install's technique for looking for
    packages, by reading pages and looking for appropriate links.
    """

def __init__(
        self,
        link_collector,       # type: LinkCollector
        target_python,        # type: TargetPython
        allow_yanked,         # type: bool
        format_control=None,  # type: Optional[FormatControl]
        candidate_prefs=None,         # type: CandidatePreferences
        ignore_requires_python=None,  # type: Optional[bool]
    ):
        # type: (...) -> None
        """
        This constructor is primarily meant to be used by the create() class
        method and from tests.

:param format_control: A FormatControl object, used to control
            the selection of source packages / binary packages when consulting
            the index and links.
        :param candidate_prefs: Options to use when creating a
            CandidateEvaluator object.
        """
        if candidate_prefs is None:
            candidate_prefs = CandidatePreferences()

format_control = format_control or FormatControl(set(), set())

self._allow_yanked = allow_yanked
        self._candidate_prefs = candidate_prefs
        self._ignore_requires_python = ignore_requires_python
        self._link_collector = link_collector
        self._target_python = target_python

self.format_control = format_control

# These are boring links that have already been logged somehow.
        self._logged_links = set()  # type: Set[Link]

# Don't include an allow_yanked default value to make sure each call
    # site considers whether yanked releases are allowed. This also causes
    # that decision to be made explicit in the calling code, which helps
    # people when reading the code.
    @classmethod
    def create(
        cls,
        link_collector,      # type: LinkCollector
        selection_prefs,     # type: SelectionPreferences
        target_python=None,  # type: Optional[TargetPython]
    ):
        # type: (...) -> PackageFinder
        """Create a PackageFinder.

:param selection_prefs: The candidate selection preferences, as a
            SelectionPreferences object.
        :param target_python: The target Python interpreter to use when
            checking compatibility. If None (the default), a TargetPython
            object will be constructed from the running Python.
        """
        if target_python is None:
            target_python = TargetPython()

candidate_prefs = CandidatePreferences(
            prefer_binary=selection_prefs.prefer_binary,
            allow_all_prereleases=selection_prefs.allow_all_prereleases,
        )

return cls(
            candidate_prefs=candidate_prefs,
            link_collector=link_collector,
            target_python=target_python,
            allow_yanked=selection_prefs.allow_yanked,
            format_control=selection_prefs.format_control,
            ignore_requires_python=selection_prefs.ignore_requires_python,
        )

@property
    def target_python(self):
        # type: () -> TargetPython
        return self._target_python

@property
    def search_scope(self):
        # type: () -> SearchScope
        return self._link_collector.search_scope

@search_scope.setter
    def search_scope(self, search_scope):
        # type: (SearchScope) -> None
        self._link_collector.search_scope = search_scope

@property
    def find_links(self):
        # type: () -> List[str]
        return self._link_collector.find_links

@property
    def index_urls(self):
        # type: () -> List[str]
        return self.search_scope.index_urls

@property
    def trusted_hosts(self):
        # type: () -> Iterable[str]
        for host_port in self._link_collector.session.pip_trusted_origins:
            yield build_netloc(*host_port)

@property
    def allow_all_prereleases(self):
        # type: () -> bool
        return self._candidate_prefs.allow_all_prereleases

def set_allow_all_prereleases(self):
        # type: () -> None
        self._candidate_prefs.allow_all_prereleases = True

@property
    def prefer_binary(self):
        # type: () -> bool
        return self._candidate_prefs.prefer_binary

def set_prefer_binary(self):
        # type: () -> None
        self._candidate_prefs.prefer_binary = True

def make_link_evaluator(self, project_name):
        # type: (str) -> LinkEvaluator
        canonical_name = canonicalize_name(project_name)
        formats = self.format_control.get_allowed_formats(canonical_name)

return LinkEvaluator(
            project_name=project_name,
            canonical_name=canonical_name,
            formats=formats,
            target_python=self._target_python,
            allow_yanked=self._allow_yanked,
            ignore_requires_python=self._ignore_requires_python,
        )

def _sort_links(self, links):
        # type: (Iterable[Link]) -> List[Link]
        """
        Returns elements of links in order, non-egg links first, egg links
        second, while eliminating duplicates
        """
        eggs, no_eggs = [], []
        seen = set()  # type: Set[Link]
        for link in links:
            if link not in seen:
                seen.add(link)
                if link.egg_fragment:
                    eggs.append(link)
                else:
                    no_eggs.append(link)
        return no_eggs + eggs

def _log_skipped_link(self, link, reason):
        # type: (Link, Text) -> None
        if link not in self._logged_links:
            # Mark this as a unicode string to prevent "UnicodeEncodeError:
            # 'ascii' codec can't encode character" in Python 2 when
            # the reason contains non-ascii characters.
            #   Also, put the link at the end so the reason is more visible
            # and because the link string is usually very long.
            logger.debug(u'Skipping link: %s: %s', reason, link)
            self._logged_links.add(link)

def get_install_candidate(self, link_evaluator, link):
        # type: (LinkEvaluator, Link) -> Optional[InstallationCandidate]
        """
        If the link is a candidate for install, convert it to an
        InstallationCandidate and return it. Otherwise, return None.
        """
        is_candidate, result = link_evaluator.evaluate_link(link)
        if not is_candidate:
            if result:
                self._log_skipped_link(link, reason=result)
            return None

return InstallationCandidate(
            name=link_evaluator.project_name,
            link=link,
            # Convert the Text result to str since InstallationCandidate
            # accepts str.
            version=str(result),
        )

def evaluate_links(self, link_evaluator, links):
        # type: (LinkEvaluator, Iterable[Link]) -> List[InstallationCandidate]
        """
        Convert links that are candidates to InstallationCandidate objects.
        """
        candidates = []
        for link in self._sort_links(links):
            candidate = self.get_install_candidate(link_evaluator, link)
            if candidate is not None:
                candidates.append(candidate)

return candidates

def process_project_url(self, project_url, link_evaluator):
        # type: (Link, LinkEvaluator) -> List[InstallationCandidate]
        logger.debug(
            'Fetching project page and analyzing links: %s', project_url,
        )
        html_page = self._link_collector.fetch_page(project_url)
        if html_page is None:
            return []

page_links = list(parse_links(html_page))

with indent_log():
            package_links = self.evaluate_links(
                link_evaluator,
                links=page_links,
            )

return package_links

@lru_cache(maxsize=None)
    def find_all_candidates(self, project_name):
        # type: (str) -> List[InstallationCandidate]
        """Find all available InstallationCandidate for project_name

This checks index_urls and find_links.
        All versions found are returned as an InstallationCandidate list.

See LinkEvaluator.evaluate_link() for details on which files
        are accepted.
        """
        collected_links = self._link_collector.collect_links(project_name)

link_evaluator = self.make_link_evaluator(project_name)

find_links_versions = self.evaluate_links(
            link_evaluator,
            links=collected_links.find_links,
        )

page_versions = []
        for project_url in collected_links.project_urls:
            package_links = self.process_project_url(
                project_url, link_evaluator=link_evaluator,
            )
            page_versions.extend(package_links)

file_versions = self.evaluate_links(
            link_evaluator,
            links=collected_links.files,
        )
        if file_versions:
            file_versions.sort(reverse=True)
            logger.debug(
                'Local files found: %s',
                ', '.join([
                    url_to_path(candidate.link.url)
                    for candidate in file_versions
                ])
            )

# This is an intentional priority ordering
        return file_versions + find_links_versions + page_versions

def make_candidate_evaluator(
        self,
        project_name,    # type: str
        specifier=None,  # type: Optional[specifiers.BaseSpecifier]
        hashes=None,     # type: Optional[Hashes]
    ):
        # type: (...) -> CandidateEvaluator
        """Create a CandidateEvaluator object to use.
        """
        candidate_prefs = self._candidate_prefs
        return CandidateEvaluator.create(
            project_name=project_name,
            target_python=self._target_python,
            prefer_binary=candidate_prefs.prefer_binary,
            allow_all_prereleases=candidate_prefs.allow_all_prereleases,
            specifier=specifier,
            hashes=hashes,
        )

def find_best_candidate(
        self,
        project_name,       # type: str
        specifier=None,     # type: Optional[specifiers.BaseSpecifier]
        hashes=None,        # type: Optional[Hashes]
    ):
        # type: (...) -> BestCandidateResult
        """Find matches for the given project and specifier.

:param specifier: An optional object implementing `filter`
            (e.g. `packaging.specifiers.SpecifierSet`) to filter applicable
            versions.

:return: A `BestCandidateResult` instance.
        """
        candidates = self.find_all_candidates(project_name)
        candidate_evaluator = self.make_candidate_evaluator(
            project_name=project_name,
            specifier=specifier,
            hashes=hashes,
        )
        return candidate_evaluator.compute_best_candidate(candidates)

def find_requirement(self, req, upgrade):
        # type: (InstallRequirement, bool) -> Optional[InstallationCandidate]
        """Try to find a Link matching req

Expects req, an InstallRequirement and upgrade, a boolean
        Returns a InstallationCandidate if found,
        Raises DistributionNotFound or BestVersionAlreadyInstalled otherwise
        """
        hashes = req.hashes(trust_internet=False)
        best_candidate_result = self.find_best_candidate(
            req.name, specifier=req.specifier, hashes=hashes,
        )
        best_candidate = best_candidate_result.best_candidate

installed_version = None    # type: Optional[_BaseVersion]
        if req.satisfied_by is not None:
            installed_version = parse_version(req.satisfied_by.version)

def _format_versions(cand_iter):
            # type: (Iterable[InstallationCandidate]) -> str
            # This repeated parse_version and str() conversion is needed to
            # handle different vendoring sources from pip and pkg_resources.
            # If we stop using the pkg_resources provided specifier and start
            # using our own, we can drop the cast to str().
            return ", ".join(sorted(
                {str(c.version) for c in cand_iter},
                key=parse_version,
            )) or "none"

if installed_version is None and best_candidate is None:
            logger.critical(
                'Could not find a version that satisfies the requirement %s '
                '(from versions: %s)',
                req,
                _format_versions(best_candidate_result.iter_all()),
            )

raise DistributionNotFound(
                'No matching distribution found for {}'.format(
                    req)
            )

best_installed = False
        if installed_version and (
                best_candidate is None or
                best_candidate.version <= installed_version):
            best_installed = True

if not upgrade and installed_version is not None:
            if best_installed:
                logger.debug(
                    'Existing installed version (%s) is most up-to-date and '
                    'satisfies requirement',
                    installed_version,
                )
            else:
                logger.debug(
                    'Existing installed version (%s) satisfies requirement '
                    '(most up-to-date version is %s)',
                    installed_version,
                    best_candidate.version,
                )
            return None

if best_installed:
            # We have an existing version, and its the best version
            logger.debug(
                'Installed version (%s) is most up-to-date (past versions: '
                '%s)',
                installed_version,
                _format_versions(best_candidate_result.iter_applicable()),
            )
            raise BestVersionAlreadyInstalled

logger.debug(
            'Using version %s (newest of versions: %s)',
            best_candidate.version,
            _format_versions(best_candidate_result.iter_applicable()),
        )
        return best_candidate

def _find_name_version_sep(fragment, canonical_name):
    # type: (str, str) -> int
    """Find the separator's index based on the package's canonical name.

:param fragment: A <package>+<version> filename "fragment" (stem) or
        egg fragment.
    :param canonical_name: The package's canonical name.

This function is needed since the canonicalized name does not necessarily
    have the same length as the egg info's name part. An example::

>>> fragment = 'foo__bar-1.0'
    >>> canonical_name = 'foo-bar'
    >>> _find_name_version_sep(fragment, canonical_name)
    8
    """
    # Project name and version must be separated by one single dash. Find all
    # occurrences of dashes; if the string in front of it matches the canonical
    # name, this is the one separating the name and version parts.
    for i, c in enumerate(fragment):
        if c != "-":
            continue
        if canonicalize_name(fragment[:i]) == canonical_name:
            return i
    raise ValueError("{} does not match {}".format(fragment, canonical_name))

def _extract_version_from_fragment(fragment, canonical_name):
    # type: (str, str) -> Optional[str]
    """Parse the version string from a <package>+<version> filename
    "fragment" (stem) or egg fragment.

:param fragment: The string to parse. E.g. foo-2.1
    :param canonical_name: The canonicalized name of the package this
        belongs to.
    """
    try:
        version_start = _find_name_version_sep(fragment, canonical_name) + 1
    except ValueError:
        return None
    version = fragment[version_start:]
    if not version:
        return None
    return version

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