openflamingo/lib/python3.10/site-packages/mypy/modulefinder.py

"""Low-level infrastructure to find modules.

This builds on fscache.py; find_sources.py builds on top of this.
"""

from __future__ import annotations

import ast
import collections
import functools
import os
import re
import subprocess
import sys
from enum import Enum, unique
from typing import Dict, Final, List, Optional, Tuple, Union
from typing_extensions import TypeAlias as _TypeAlias

from mypy import pyinfo
from mypy.errors import CompileError
from mypy.fscache import FileSystemCache
from mypy.nodes import MypyFile
from mypy.options import Options
from mypy.stubinfo import stub_distribution_name
from mypy.util import os_path_join


# Paths to be searched in find_module().
class SearchPaths:
    def __init__(
        self,
        python_path: tuple[str, ...],
        mypy_path: tuple[str, ...],
        package_path: tuple[str, ...],
        typeshed_path: tuple[str, ...],
    ) -> None:
        # where user code is found
        self.python_path = tuple(map(os.path.abspath, python_path))
        # from $MYPYPATH or config variable
        self.mypy_path = tuple(map(os.path.abspath, mypy_path))
        # from get_site_packages_dirs()
        self.package_path = tuple(map(os.path.abspath, package_path))
        # paths in typeshed
        self.typeshed_path = tuple(map(os.path.abspath, typeshed_path))

    def asdict(self) -> dict[str, tuple[str, ...]]:
        return {
            "python_path": self.python_path,
            "mypy_path": self.mypy_path,
            "package_path": self.package_path,
            "typeshed_path": self.typeshed_path,
        }


# Package dirs are a two-tuple of path to search and whether to verify the module
OnePackageDir = Tuple[str, bool]
PackageDirs = List[OnePackageDir]

# Minimum and maximum Python versions for modules in stdlib as (major, minor)
StdlibVersions: _TypeAlias = Dict[str, Tuple[Tuple[int, int], Optional[Tuple[int, int]]]]

PYTHON_EXTENSIONS: Final = [".pyi", ".py"]


# TODO: Consider adding more reasons here?
# E.g. if we deduce a module would likely be found if the user were
# to set the --namespace-packages flag.
@unique
class ModuleNotFoundReason(Enum):
    # The module was not found: we found neither stubs nor a plausible code
    # implementation (with or without a py.typed file).
    NOT_FOUND = 0

    # The implementation for this module plausibly exists (e.g. we
    # found a matching folder or *.py file), but either the parent package
    # did not contain a py.typed file or we were unable to find a
    # corresponding *-stubs package.
    FOUND_WITHOUT_TYPE_HINTS = 1

    # The module was not found in the current working directory, but
    # was able to be found in the parent directory.
    WRONG_WORKING_DIRECTORY = 2

    # Stub PyPI package (typically types-pkgname) known to exist but not installed.
    APPROVED_STUBS_NOT_INSTALLED = 3

    def error_message_templates(self, daemon: bool) -> tuple[str, list[str]]:
        doc_link = "See https://mypy.readthedocs.io/en/stable/running_mypy.html#missing-imports"
        if self is ModuleNotFoundReason.NOT_FOUND:
            msg = 'Cannot find implementation or library stub for module named "{module}"'
            notes = [doc_link]
        elif self is ModuleNotFoundReason.WRONG_WORKING_DIRECTORY:
            msg = 'Cannot find implementation or library stub for module named "{module}"'
            notes = [
                "You may be running mypy in a subpackage, mypy should be run on the package root"
            ]
        elif self is ModuleNotFoundReason.FOUND_WITHOUT_TYPE_HINTS:
            msg = (
                'Skipping analyzing "{module}": module is installed, but missing library stubs '
                "or py.typed marker"
            )
            notes = [doc_link]
        elif self is ModuleNotFoundReason.APPROVED_STUBS_NOT_INSTALLED:
            msg = 'Library stubs not installed for "{module}"'
            notes = ['Hint: "python3 -m pip install {stub_dist}"']
            if not daemon:
                notes.append(
                    '(or run "mypy --install-types" to install all missing stub packages)'
                )
            notes.append(doc_link)
        else:
            assert False
        return msg, notes


# If we found the module, returns the path to the module as a str.
# Otherwise, returns the reason why the module wasn't found.
ModuleSearchResult = Union[str, ModuleNotFoundReason]


class BuildSource:
    """A single source file."""

    def __init__(
        self,
        path: str | None,
        module: str | None,
        text: str | None = None,
        base_dir: str | None = None,
        followed: bool = False,
    ) -> None:
        self.path = path  # File where it's found (e.g. 'xxx/yyy/foo/bar.py')
        self.module = module or "__main__"  # Module name (e.g. 'foo.bar')
        self.text = text  # Source code, if initially supplied, else None
        self.base_dir = base_dir  # Directory where the package is rooted (e.g. 'xxx/yyy')
        self.followed = followed  # Was this found by following imports?

    def __repr__(self) -> str:
        return (
            "BuildSource(path={!r}, module={!r}, has_text={}, base_dir={!r}, followed={})".format(
                self.path, self.module, self.text is not None, self.base_dir, self.followed
            )
        )


class BuildSourceSet:
    """Helper to efficiently test a file's membership in a set of build sources."""

    def __init__(self, sources: list[BuildSource]) -> None:
        self.source_text_present = False
        self.source_modules: dict[str, str] = {}
        self.source_paths: set[str] = set()

        for source in sources:
            if source.text is not None:
                self.source_text_present = True
            if source.path:
                self.source_paths.add(source.path)
            if source.module:
                self.source_modules[source.module] = source.path or ""

    def is_source(self, file: MypyFile) -> bool:
        return (
            (file.path and file.path in self.source_paths)
            or file._fullname in self.source_modules
            or self.source_text_present
        )


class FindModuleCache:
    """Module finder with integrated cache.

    Module locations and some intermediate results are cached internally
    and can be cleared with the clear() method.

    All file system accesses are performed through a FileSystemCache,
    which is not ever cleared by this class. If necessary it must be
    cleared by client code.
    """

    def __init__(
        self,
        search_paths: SearchPaths,
        fscache: FileSystemCache | None,
        options: Options | None,
        stdlib_py_versions: StdlibVersions | None = None,
        source_set: BuildSourceSet | None = None,
    ) -> None:
        self.search_paths = search_paths
        self.source_set = source_set
        self.fscache = fscache or FileSystemCache()
        # Cache for get_toplevel_possibilities:
        # search_paths -> (toplevel_id -> list(package_dirs))
        self.initial_components: dict[tuple[str, ...], dict[str, list[str]]] = {}
        # Cache find_module: id -> result
        self.results: dict[str, ModuleSearchResult] = {}
        self.ns_ancestors: dict[str, str] = {}
        self.options = options
        custom_typeshed_dir = None
        if options:
            custom_typeshed_dir = options.custom_typeshed_dir
        self.stdlib_py_versions = stdlib_py_versions or load_stdlib_py_versions(
            custom_typeshed_dir
        )

    def clear(self) -> None:
        self.results.clear()
        self.initial_components.clear()
        self.ns_ancestors.clear()

    def find_module_via_source_set(self, id: str) -> ModuleSearchResult | None:
        """Fast path to find modules by looking through the input sources

        This is only used when --fast-module-lookup is passed on the command line."""
        if not self.source_set:
            return None

        p = self.source_set.source_modules.get(id, None)
        if p and self.fscache.isfile(p):
            # We need to make sure we still have __init__.py all the way up
            # otherwise we might have false positives compared to slow path
            # in case of deletion of init files, which is covered by some tests.
            # TODO: are there some combination of flags in which this check should be skipped?
            d = os.path.dirname(p)
            for _ in range(id.count(".")):
                if not any(
                    self.fscache.isfile(os_path_join(d, "__init__" + x)) for x in PYTHON_EXTENSIONS
                ):
                    return None
                d = os.path.dirname(d)
            return p

        idx = id.rfind(".")
        if idx != -1:
            # When we're looking for foo.bar.baz and can't find a matching module
            # in the source set, look up for a foo.bar module.
            parent = self.find_module_via_source_set(id[:idx])
            if parent is None or not isinstance(parent, str):
                return None

            basename, ext = os.path.splitext(parent)
            if not any(parent.endswith("__init__" + x) for x in PYTHON_EXTENSIONS) and (
                ext in PYTHON_EXTENSIONS and not self.fscache.isdir(basename)
            ):
                # If we do find such a *module* (and crucially, we don't want a package,
                # hence the filtering out of __init__ files, and checking for the presence
                # of a folder with a matching name), then we can be pretty confident that
                # 'baz' will either be a top-level variable in foo.bar, or will not exist.
                #
                # Either way, spelunking in other search paths for another 'foo.bar.baz'
                # module should be avoided because:
                #  1. in the unlikely event that one were found, it's highly likely that
                #     it would be unrelated to the source being typechecked and therefore
                #     more likely to lead to erroneous results
                #  2. as described in _find_module, in some cases the search itself could
                #  potentially waste significant amounts of time
                return ModuleNotFoundReason.NOT_FOUND
        return None

    def find_lib_path_dirs(self, id: str, lib_path: tuple[str, ...]) -> PackageDirs:
        """Find which elements of a lib_path have the directory a module needs to exist."""
        components = id.split(".")
        dir_chain = os.sep.join(components[:-1])  # e.g., 'foo/bar'

        dirs = []
        for pathitem in self.get_toplevel_possibilities(lib_path, components[0]):
            # e.g., '/usr/lib/python3.4/foo/bar'
            if dir_chain:
                dir = os_path_join(pathitem, dir_chain)
            else:
                dir = pathitem
            if self.fscache.isdir(dir):
                dirs.append((dir, True))
        return dirs

    def get_toplevel_possibilities(self, lib_path: tuple[str, ...], id: str) -> list[str]:
        """Find which elements of lib_path could contain a particular top-level module.

        In practice, almost all modules can be routed to the correct entry in
        lib_path by looking at just the first component of the module name.

        We take advantage of this by enumerating the contents of all of the
        directories on the lib_path and building a map of which entries in
        the lib_path could contain each potential top-level module that appears.
        """

        if lib_path in self.initial_components:
            return self.initial_components[lib_path].get(id, [])

        # Enumerate all the files in the directories on lib_path and produce the map
        components: dict[str, list[str]] = {}
        for dir in lib_path:
            try:
                contents = self.fscache.listdir(dir)
            except OSError:
                contents = []
            # False positives are fine for correctness here, since we will check
            # precisely later, so we only look at the root of every filename without
            # any concern for the exact details.
            for name in contents:
                name = os.path.splitext(name)[0]
                components.setdefault(name, []).append(dir)

        self.initial_components[lib_path] = components
        return components.get(id, [])

    def find_module(self, id: str, *, fast_path: bool = False) -> ModuleSearchResult:
        """Return the path of the module source file or why it wasn't found.

        If fast_path is True, prioritize performance over generating detailed
        error descriptions.
        """
        if id not in self.results:
            top_level = id.partition(".")[0]
            use_typeshed = True
            if id in self.stdlib_py_versions:
                use_typeshed = self._typeshed_has_version(id)
            elif top_level in self.stdlib_py_versions:
                use_typeshed = self._typeshed_has_version(top_level)
            self.results[id] = self._find_module(id, use_typeshed)
            if (
                not (fast_path or (self.options is not None and self.options.fast_module_lookup))
                and self.results[id] is ModuleNotFoundReason.NOT_FOUND
                and self._can_find_module_in_parent_dir(id)
            ):
                self.results[id] = ModuleNotFoundReason.WRONG_WORKING_DIRECTORY
        return self.results[id]

    def _typeshed_has_version(self, module: str) -> bool:
        if not self.options:
            return True
        version = typeshed_py_version(self.options)
        min_version, max_version = self.stdlib_py_versions[module]
        return version >= min_version and (max_version is None or version <= max_version)

    def _find_module_non_stub_helper(
        self, id: str, pkg_dir: str
    ) -> OnePackageDir | ModuleNotFoundReason:
        plausible_match = False
        dir_path = pkg_dir
        components = id.split(".")
        for index, component in enumerate(components):
            dir_path = os_path_join(dir_path, component)
            if self.fscache.isfile(os_path_join(dir_path, "py.typed")):
                return os.path.join(pkg_dir, *components[:-1]), index == 0
            elif not plausible_match and (
                self.fscache.isdir(dir_path) or self.fscache.isfile(dir_path + ".py")
            ):
                plausible_match = True
            # If this is not a directory then we can't traverse further into it
            if not self.fscache.isdir(dir_path):
                break
        if plausible_match:
            if self.options:
                module_specific_options = self.options.clone_for_module(id)
                if module_specific_options.follow_untyped_imports:
                    return os.path.join(pkg_dir, *components[:-1]), False
            return ModuleNotFoundReason.FOUND_WITHOUT_TYPE_HINTS
        else:
            return ModuleNotFoundReason.NOT_FOUND

    def _update_ns_ancestors(self, components: list[str], match: tuple[str, bool]) -> None:
        path, verify = match
        for i in range(1, len(components)):
            pkg_id = ".".join(components[:-i])
            if pkg_id not in self.ns_ancestors and self.fscache.isdir(path):
                self.ns_ancestors[pkg_id] = path
            path = os.path.dirname(path)

    def _can_find_module_in_parent_dir(self, id: str) -> bool:
        """Test if a module can be found by checking the parent directories
        of the current working directory.
        """
        working_dir = os.getcwd()
        parent_search = FindModuleCache(
            SearchPaths((), (), (), ()),
            self.fscache,
            self.options,
            stdlib_py_versions=self.stdlib_py_versions,
        )
        while any(is_init_file(file) for file in os.listdir(working_dir)):
            working_dir = os.path.dirname(working_dir)
            parent_search.search_paths = SearchPaths((working_dir,), (), (), ())
            if not isinstance(parent_search._find_module(id, False), ModuleNotFoundReason):
                return True
        return False

    def _find_module(self, id: str, use_typeshed: bool) -> ModuleSearchResult:
        fscache = self.fscache

        # Fast path for any modules in the current source set.
        # This is particularly important when there are a large number of search
        # paths which share the first (few) component(s) due to the use of namespace
        # packages, for instance:
        # foo/
        #    company/
        #        __init__.py
        #        foo/
        # bar/
        #    company/
        #        __init__.py
        #        bar/
        # baz/
        #    company/
        #        __init__.py
        #        baz/
        #
        # mypy gets [foo/company/foo, bar/company/bar, baz/company/baz, ...] as input
        # and computes [foo, bar, baz, ...] as the module search path.
        #
        # This would result in O(n) search for every import of company.*, leading to
        # O(n**2) behavior in load_graph as such imports are unsurprisingly present
        # at least once, and usually many more times than that, in each and every file
        # being parsed.
        #
        # Thankfully, such cases are efficiently handled by looking up the module path
        # via BuildSourceSet.
        p = (
            self.find_module_via_source_set(id)
            if (self.options is not None and self.options.fast_module_lookup)
            else None
        )
        if p:
            return p

        # If we're looking for a module like 'foo.bar.baz', it's likely that most of the
        # many elements of lib_path don't even have a subdirectory 'foo/bar'.  Discover
        # that only once and cache it for when we look for modules like 'foo.bar.blah'
        # that will require the same subdirectory.
        components = id.split(".")
        dir_chain = os.sep.join(components[:-1])  # e.g., 'foo/bar'

        # We have two sets of folders so that we collect *all* stubs folders and
        # put them in the front of the search path
        third_party_inline_dirs: PackageDirs = []
        third_party_stubs_dirs: PackageDirs = []
        found_possible_third_party_missing_type_hints = False
        # Third-party stub/typed packages
        candidate_package_dirs = {
            package_dir[0]
            for component in (components[0], components[0] + "-stubs")
            for package_dir in self.find_lib_path_dirs(component, self.search_paths.package_path)
        }
        for pkg_dir in self.search_paths.package_path:
            if pkg_dir not in candidate_package_dirs:
                continue
            stub_name = components[0] + "-stubs"
            stub_dir = os_path_join(pkg_dir, stub_name)
            if fscache.isdir(stub_dir):
                stub_typed_file = os_path_join(stub_dir, "py.typed")
                stub_components = [stub_name] + components[1:]
                path = os.path.join(pkg_dir, *stub_components[:-1])
                if fscache.isdir(path):
                    if fscache.isfile(stub_typed_file):
                        # Stub packages can have a py.typed file, which must include
                        # 'partial\n' to make the package partial
                        # Partial here means that mypy should look at the runtime
                        # package if installed.
                        if fscache.read(stub_typed_file).decode().strip() == "partial":
                            runtime_path = os_path_join(pkg_dir, dir_chain)
                            third_party_inline_dirs.append((runtime_path, True))
                            # if the package is partial, we don't verify the module, as
                            # the partial stub package may not have a __init__.pyi
                            third_party_stubs_dirs.append((path, False))
                        else:
                            # handle the edge case where people put a py.typed file
                            # in a stub package, but it isn't partial
                            third_party_stubs_dirs.append((path, True))
                    else:
                        third_party_stubs_dirs.append((path, True))
            non_stub_match = self._find_module_non_stub_helper(id, pkg_dir)
            if isinstance(non_stub_match, ModuleNotFoundReason):
                if non_stub_match is ModuleNotFoundReason.FOUND_WITHOUT_TYPE_HINTS:
                    found_possible_third_party_missing_type_hints = True
            else:
                third_party_inline_dirs.append(non_stub_match)
                self._update_ns_ancestors(components, non_stub_match)

        if self.options and self.options.use_builtins_fixtures:
            # Everything should be in fixtures.
            third_party_inline_dirs.clear()
            third_party_stubs_dirs.clear()
            found_possible_third_party_missing_type_hints = False
        python_mypy_path = self.search_paths.mypy_path + self.search_paths.python_path
        candidate_base_dirs = self.find_lib_path_dirs(id, python_mypy_path)
        if use_typeshed:
            # Search for stdlib stubs in typeshed before installed
            # stubs to avoid picking up backports (dataclasses, for
            # example) when the library is included in stdlib.
            candidate_base_dirs += self.find_lib_path_dirs(id, self.search_paths.typeshed_path)
        candidate_base_dirs += third_party_stubs_dirs + third_party_inline_dirs

        # If we're looking for a module like 'foo.bar.baz', then candidate_base_dirs now
        # contains just the subdirectories 'foo/bar' that actually exist under the
        # elements of lib_path.  This is probably much shorter than lib_path itself.
        # Now just look for 'baz.pyi', 'baz/__init__.py', etc., inside those directories.
        seplast = os.sep + components[-1]  # so e.g. '/baz'
        sepinit = os.sep + "__init__"
        near_misses = []  # Collect near misses for namespace mode (see below).
        for base_dir, verify in candidate_base_dirs:
            base_path = base_dir + seplast  # so e.g. '/usr/lib/python3.4/foo/bar/baz'
            has_init = False
            dir_prefix = base_dir
            for _ in range(len(components) - 1):
                dir_prefix = os.path.dirname(dir_prefix)
            # Prefer package over module, i.e. baz/__init__.py* over baz.py*.
            for extension in PYTHON_EXTENSIONS:
                path = base_path + sepinit + extension
                path_stubs = base_path + "-stubs" + sepinit + extension
                if fscache.isfile_case(path, dir_prefix):
                    has_init = True
                    if verify and not verify_module(fscache, id, path, dir_prefix):
                        near_misses.append((path, dir_prefix))
                        continue
                    return path
                elif fscache.isfile_case(path_stubs, dir_prefix):
                    if verify and not verify_module(fscache, id, path_stubs, dir_prefix):
                        near_misses.append((path_stubs, dir_prefix))
                        continue
                    return path_stubs

            # In namespace mode, register a potential namespace package
            if self.options and self.options.namespace_packages:
                if (
                    not has_init
                    and fscache.exists_case(base_path, dir_prefix)
                    and not fscache.isfile_case(base_path, dir_prefix)
                ):
                    near_misses.append((base_path, dir_prefix))

            # No package, look for module.
            for extension in PYTHON_EXTENSIONS:
                path = base_path + extension
                if fscache.isfile_case(path, dir_prefix):
                    if verify and not verify_module(fscache, id, path, dir_prefix):
                        near_misses.append((path, dir_prefix))
                        continue
                    return path

        # In namespace mode, re-check those entries that had 'verify'.
        # Assume search path entries xxx, yyy and zzz, and we're
        # looking for foo.bar.baz.  Suppose near_misses has:
        #
        # - xxx/foo/bar/baz.py
        # - yyy/foo/bar/baz/__init__.py
        # - zzz/foo/bar/baz.pyi
        #
        # If any of the foo directories has __init__.py[i], it wins.
        # Else, we look for foo/bar/__init__.py[i], etc.  If there are
        # none, the first hit wins.  Note that this does not take into
        # account whether the lowest-level module is a file (baz.py),
        # a package (baz/__init__.py), or a stub file (baz.pyi) -- for
        # these the first one encountered along the search path wins.
        #
        # The helper function highest_init_level() returns an int that
        # indicates the highest level at which a __init__.py[i] file
        # is found; if no __init__ was found it returns 0, if we find
        # only foo/bar/__init__.py it returns 1, and if we have
        # foo/__init__.py it returns 2 (regardless of what's in
        # foo/bar).  It doesn't look higher than that.
        if self.options and self.options.namespace_packages and near_misses:
            levels = [
                highest_init_level(fscache, id, path, dir_prefix)
                for path, dir_prefix in near_misses
            ]
            index = levels.index(max(levels))
            return near_misses[index][0]

        # Finally, we may be asked to produce an ancestor for an
        # installed package with a py.typed marker that is a
        # subpackage of a namespace package.  We only fess up to these
        # if we would otherwise return "not found".
        ancestor = self.ns_ancestors.get(id)
        if ancestor is not None:
            return ancestor

        approved_dist_name = stub_distribution_name(id)
        if approved_dist_name:
            if len(components) == 1:
                return ModuleNotFoundReason.APPROVED_STUBS_NOT_INSTALLED
            # If we're a missing submodule of an already installed approved stubs, we don't want to
            # error with APPROVED_STUBS_NOT_INSTALLED, but rather want to return NOT_FOUND.
            for i in range(1, len(components)):
                parent_id = ".".join(components[:i])
                if stub_distribution_name(parent_id) == approved_dist_name:
                    break
            else:
                return ModuleNotFoundReason.APPROVED_STUBS_NOT_INSTALLED
            if self.find_module(parent_id) is ModuleNotFoundReason.APPROVED_STUBS_NOT_INSTALLED:
                return ModuleNotFoundReason.APPROVED_STUBS_NOT_INSTALLED
            return ModuleNotFoundReason.NOT_FOUND

        if found_possible_third_party_missing_type_hints:
            return ModuleNotFoundReason.FOUND_WITHOUT_TYPE_HINTS
        return ModuleNotFoundReason.NOT_FOUND

    def find_modules_recursive(self, module: str) -> list[BuildSource]:
        module_path = self.find_module(module, fast_path=True)
        if isinstance(module_path, ModuleNotFoundReason):
            return []
        sources = [BuildSource(module_path, module, None)]

        package_path = None
        if is_init_file(module_path):
            package_path = os.path.dirname(module_path)
        elif self.fscache.isdir(module_path):
            package_path = module_path
        if package_path is None:
            return sources

        # This logic closely mirrors that in find_sources. One small but important difference is
        # that we do not sort names with keyfunc. The recursive call to find_modules_recursive
        # calls find_module, which will handle the preference between packages, pyi and py.
        # Another difference is it doesn't handle nested search paths / package roots.

        seen: set[str] = set()
        names = sorted(self.fscache.listdir(package_path))
        for name in names:
            # Skip certain names altogether
            if name in ("__pycache__", "site-packages", "node_modules") or name.startswith("."):
                continue
            subpath = os_path_join(package_path, name)

            if self.options and matches_exclude(
                subpath, self.options.exclude, self.fscache, self.options.verbosity >= 2
            ):
                continue

            if self.fscache.isdir(subpath):
                # Only recurse into packages
                if (self.options and self.options.namespace_packages) or (
                    self.fscache.isfile(os_path_join(subpath, "__init__.py"))
                    or self.fscache.isfile(os_path_join(subpath, "__init__.pyi"))
                ):
                    seen.add(name)
                    sources.extend(self.find_modules_recursive(module + "." + name))
            else:
                stem, suffix = os.path.splitext(name)
                if stem == "__init__":
                    continue
                if stem not in seen and "." not in stem and suffix in PYTHON_EXTENSIONS:
                    # (If we sorted names by keyfunc) we could probably just make the BuildSource
                    # ourselves, but this ensures compatibility with find_module / the cache
                    seen.add(stem)
                    sources.extend(self.find_modules_recursive(module + "." + stem))
        return sources


def matches_exclude(
    subpath: str, excludes: list[str], fscache: FileSystemCache, verbose: bool
) -> bool:
    if not excludes:
        return False
    subpath_str = os.path.relpath(subpath).replace(os.sep, "/")
    if fscache.isdir(subpath):
        subpath_str += "/"
    for exclude in excludes:
        if re.search(exclude, subpath_str):
            if verbose:
                print(
                    f"TRACE: Excluding {subpath_str} (matches pattern {exclude})", file=sys.stderr
                )
            return True
    return False


def is_init_file(path: str) -> bool:
    return os.path.basename(path) in ("__init__.py", "__init__.pyi")


def verify_module(fscache: FileSystemCache, id: str, path: str, prefix: str) -> bool:
    """Check that all packages containing id have a __init__ file."""
    if is_init_file(path):
        path = os.path.dirname(path)
    for i in range(id.count(".")):
        path = os.path.dirname(path)
        if not any(
            fscache.isfile_case(os_path_join(path, f"__init__{extension}"), prefix)
            for extension in PYTHON_EXTENSIONS
        ):
            return False
    return True


def highest_init_level(fscache: FileSystemCache, id: str, path: str, prefix: str) -> int:
    """Compute the highest level where an __init__ file is found."""
    if is_init_file(path):
        path = os.path.dirname(path)
    level = 0
    for i in range(id.count(".")):
        path = os.path.dirname(path)
        if any(
            fscache.isfile_case(os_path_join(path, f"__init__{extension}"), prefix)
            for extension in PYTHON_EXTENSIONS
        ):
            level = i + 1
    return level


def mypy_path() -> list[str]:
    path_env = os.getenv("MYPYPATH")
    if not path_env:
        return []
    return path_env.split(os.pathsep)


def default_lib_path(
    data_dir: str, pyversion: tuple[int, int], custom_typeshed_dir: str | None
) -> list[str]:
    """Return default standard library search paths. Guaranteed to be normalised."""

    data_dir = os.path.abspath(data_dir)
    path: list[str] = []

    if custom_typeshed_dir:
        custom_typeshed_dir = os.path.abspath(custom_typeshed_dir)
        typeshed_dir = os.path.join(custom_typeshed_dir, "stdlib")
        mypy_extensions_dir = os.path.join(custom_typeshed_dir, "stubs", "mypy-extensions")
        versions_file = os.path.join(typeshed_dir, "VERSIONS")
        if not os.path.isdir(typeshed_dir) or not os.path.isfile(versions_file):
            print(
                "error: --custom-typeshed-dir does not point to a valid typeshed ({})".format(
                    custom_typeshed_dir
                )
            )
            sys.exit(2)
    else:
        auto = os.path.join(data_dir, "stubs-auto")
        if os.path.isdir(auto):
            data_dir = auto
        typeshed_dir = os.path.join(data_dir, "typeshed", "stdlib")
        mypy_extensions_dir = os.path.join(data_dir, "typeshed", "stubs", "mypy-extensions")
    path.append(typeshed_dir)

    # Get mypy-extensions stubs from typeshed, since we treat it as an
    # "internal" library, similar to typing and typing-extensions.
    path.append(mypy_extensions_dir)

    # Add fallback path that can be used if we have a broken installation.
    if sys.platform != "win32":
        path.append("/usr/local/lib/mypy")
    if not path:
        print(
            "Could not resolve typeshed subdirectories. Your mypy install is broken.\n"
            "Python executable is located at {}.\nMypy located at {}".format(
                sys.executable, data_dir
            ),
            file=sys.stderr,
        )
        sys.exit(1)
    return path


@functools.lru_cache(maxsize=None)
def get_search_dirs(python_executable: str | None) -> tuple[list[str], list[str]]:
    """Find package directories for given python. Guaranteed to return absolute paths.

    This runs a subprocess call, which generates a list of the directories in sys.path.
    To avoid repeatedly calling a subprocess (which can be slow!) we
    lru_cache the results.
    """

    if python_executable is None:
        return ([], [])
    elif python_executable == sys.executable:
        # Use running Python's package dirs
        sys_path, site_packages = pyinfo.getsearchdirs()
    else:
        # Use subprocess to get the package directory of given Python
        # executable
        env = {**dict(os.environ), "PYTHONSAFEPATH": "1"}
        try:
            sys_path, site_packages = ast.literal_eval(
                subprocess.check_output(
                    [python_executable, pyinfo.__file__, "getsearchdirs"],
                    env=env,
                    stderr=subprocess.PIPE,
                ).decode()
            )
        except subprocess.CalledProcessError as err:
            print(err.stderr)
            print(err.stdout)
            raise
        except OSError as err:
            assert err.errno is not None
            reason = os.strerror(err.errno)
            raise CompileError(
                [f"mypy: Invalid python executable '{python_executable}': {reason}"]
            ) from err
    return sys_path, site_packages


def compute_search_paths(
    sources: list[BuildSource], options: Options, data_dir: str, alt_lib_path: str | None = None
) -> SearchPaths:
    """Compute the search paths as specified in PEP 561.

    There are the following 4 members created:
    - User code (from `sources`)
    - MYPYPATH (set either via config or environment variable)
    - installed package directories (which will later be split into stub-only and inline)
    - typeshed
    """
    # Determine the default module search path.
    lib_path = collections.deque(
        default_lib_path(
            data_dir, options.python_version, custom_typeshed_dir=options.custom_typeshed_dir
        )
    )

    if options.use_builtins_fixtures:
        # Use stub builtins (to speed up test cases and to make them easier to
        # debug).  This is a test-only feature, so assume our files are laid out
        # as in the source tree.
        # We also need to allow overriding where to look for it. Argh.
        root_dir = os.getenv("MYPY_TEST_PREFIX", None)
        if not root_dir:
            root_dir = os.path.dirname(os.path.dirname(__file__))
        root_dir = os.path.abspath(root_dir)
        lib_path.appendleft(os.path.join(root_dir, "test-data", "unit", "lib-stub"))
    # alt_lib_path is used by some tests to bypass the normal lib_path mechanics.
    # If we don't have one, grab directories of source files.
    python_path: list[str] = []
    if not alt_lib_path:
        for source in sources:
            # Include directory of the program file in the module search path.
            if source.base_dir:
                dir = source.base_dir
                if dir not in python_path:
                    python_path.append(dir)

        # Do this even if running as a file, for sanity (mainly because with
        # multiple builds, there could be a mix of files/modules, so its easier
        # to just define the semantics that we always add the current director
        # to the lib_path
        # TODO: Don't do this in some cases; for motivation see see
        # https://github.com/python/mypy/issues/4195#issuecomment-341915031
        if options.bazel:
            dir = "."
        else:
            dir = os.getcwd()
        if dir not in lib_path:
            python_path.insert(0, dir)

    # Start with a MYPYPATH environment variable at the front of the mypy_path, if defined.
    mypypath = mypy_path()

    # Add a config-defined mypy path.
    mypypath.extend(options.mypy_path)

    # If provided, insert the caller-supplied extra module path to the
    # beginning (highest priority) of the search path.
    if alt_lib_path:
        mypypath.insert(0, alt_lib_path)

    sys_path, site_packages = get_search_dirs(options.python_executable)
    # We only use site packages for this check
    for site in site_packages:
        assert site not in lib_path
        if (
            site in mypypath
            or any(p.startswith(site + os.path.sep) for p in mypypath)
            or (os.path.altsep and any(p.startswith(site + os.path.altsep) for p in mypypath))
        ):
            print(f"{site} is in the MYPYPATH. Please remove it.", file=sys.stderr)
            print(
                "See https://mypy.readthedocs.io/en/stable/running_mypy.html"
                "#how-mypy-handles-imports for more info",
                file=sys.stderr,
            )
            sys.exit(1)

    return SearchPaths(
        python_path=tuple(reversed(python_path)),
        mypy_path=tuple(mypypath),
        package_path=tuple(sys_path + site_packages),
        typeshed_path=tuple(lib_path),
    )


def load_stdlib_py_versions(custom_typeshed_dir: str | None) -> StdlibVersions:
    """Return dict with minimum and maximum Python versions of stdlib modules.

    The contents look like
    {..., 'secrets': ((3, 6), None), 'symbol': ((2, 7), (3, 9)), ...}

    None means there is no maximum version.
    """
    typeshed_dir = custom_typeshed_dir or os_path_join(os.path.dirname(__file__), "typeshed")
    stdlib_dir = os_path_join(typeshed_dir, "stdlib")
    result = {}

    versions_path = os_path_join(stdlib_dir, "VERSIONS")
    assert os.path.isfile(versions_path), (custom_typeshed_dir, versions_path, __file__)
    with open(versions_path) as f:
        for line in f:
            line = line.split("#")[0].strip()
            if line == "":
                continue
            module, version_range = line.split(":")
            versions = version_range.split("-")
            min_version = parse_version(versions[0])
            max_version = (
                parse_version(versions[1]) if len(versions) >= 2 and versions[1].strip() else None
            )
            result[module] = min_version, max_version
    return result


def parse_version(version: str) -> tuple[int, int]:
    major, minor = version.strip().split(".")
    return int(major), int(minor)


def typeshed_py_version(options: Options) -> tuple[int, int]:
    """Return Python version used for checking whether module supports typeshed."""
    # Typeshed no longer covers Python 3.x versions before 3.8, so 3.8 is
    # the earliest we can support.
    return max(options.python_version, (3, 8))