File: test_dirhash.py

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import hashlib
import os
import shutil
import tempfile
from time import sleep, time

import pytest
from scantree import SymlinkRecursionError

from dirhash import (
    Filter,
    Protocol,
    _get_hasher_factory,
    _parmap,
    algorithms_available,
    algorithms_guaranteed,
    dirhash,
    dirhash_impl,
    get_match_patterns,
    included_paths,
)


def osp(path: str) -> str:
    """Normalize path for OS."""
    if os.name == "nt":  # pragma: no cover
        return path.replace("/", "\\")
    return path


def map_osp(paths):
    return [osp(path) for path in paths]


class TestGetHasherFactory:
    def test_get_guaranteed(self):
        algorithm_and_hasher_factory = [
            ("md5", hashlib.md5),
            ("sha1", hashlib.sha1),
            ("sha224", hashlib.sha224),
            ("sha256", hashlib.sha256),
            ("sha384", hashlib.sha384),
            ("sha512", hashlib.sha512),
        ]
        assert algorithms_guaranteed == {a for a, _ in algorithm_and_hasher_factory}
        for algorithm, expected_hasher_factory in algorithm_and_hasher_factory:
            hasher_factory = _get_hasher_factory(algorithm)
            assert hasher_factory == expected_hasher_factory

    def test_get_available(self):
        for algorithm in algorithms_available:
            hasher_factory = _get_hasher_factory(algorithm)
            try:
                hasher = hasher_factory()
            except ValueError as exc:
                # Some "available" algorithms are not necessarily available
                # (fails for e.g. 'ripemd160' in github actions for python 3.8).
                # See: https://stackoverflow.com/questions/72409563/unsupported-hash-type-ripemd160-with-hashlib-in-python  # noqa: E501
                print(f"Failed to create hasher for {algorithm}: {exc}")
                assert exc.args[0] == f"unsupported hash type {algorithm}"
                hasher = None

            if hasher is not None:
                assert hasattr(hasher, "update")
                assert hasattr(hasher, "hexdigest")

    def test_not_available(self):
        with pytest.raises(ValueError):
            _get_hasher_factory("not available")

    def test_bypass_hasher_factory(self):
        # test standard hasher
        hasher_factory = _get_hasher_factory(hashlib.sha256)
        assert hasher_factory is hashlib.sha256

        # test raise on custom hasher with bad interface
        class IncompleteMockHasher:
            def __init__(self, *args, **kwargs):
                pass

            def update(self, *args, **kwargs):
                pass

        with pytest.raises(ValueError):
            _get_hasher_factory(IncompleteMockHasher)

        # test custom hasher with ok interface
        class MockHasher(IncompleteMockHasher):
            def hexdigest(self):
                return ""

        hasher_factory = _get_hasher_factory(MockHasher)
        assert hasher_factory is MockHasher


class TestGetMatchPatterns:
    def test_default_match_all(self):
        ms = get_match_patterns()
        assert ms == ["*"]

    def test_only_match(self):
        ms = get_match_patterns(match=["a*", "b*"])
        assert ms == ["a*", "b*"]

    def test_only_ignore(self):
        ms = get_match_patterns(ignore=["a*", "b*"])
        assert ms == ["*", "!a*", "!b*"]

    def test_match_and_ignore(self):
        ms = get_match_patterns(match=["a*"], ignore=["*.ext"])
        assert ms == ["a*", "!*.ext"]

    def test_ignore_hidden(self):
        ms = get_match_patterns(ignore_hidden=True)
        assert ms == ["*", "!.*", "!.*/"]

        # should not duplicate if present in (general) ignore
        ms = get_match_patterns(ignore=[".*"], ignore_hidden=True)
        assert ms == ["*", "!.*", "!.*/"]

        ms = get_match_patterns(ignore=[".*/"], ignore_hidden=True)
        assert ms == ["*", "!.*/", "!.*"]

        ms = get_match_patterns(ignore=[".*", ".*/"], ignore_hidden=True)
        assert ms == ["*", "!.*", "!.*/"]

    def test_ignore_extensions(self):
        ms = get_match_patterns(ignore_extensions=[".ext"])
        assert ms == ["*", "!*.ext"]

        # automatically adds '.'
        ms = get_match_patterns(ignore_extensions=["ext"])
        assert ms == ["*", "!*.ext"]

        # mixed also works
        ms = get_match_patterns(ignore_extensions=["ext1", ".ext2"])
        assert ms == ["*", "!*.ext1", "!*.ext2"]

        # should not duplicate if present in (general) ignore
        ms = get_match_patterns(ignore=["*.ext"], ignore_extensions=[".ext"])
        assert ms == ["*", "!*.ext"]

        ms = get_match_patterns(ignore=["*.ext"], ignore_extensions=["ext"])
        assert ms == ["*", "!*.ext"]


class TempDirTest:
    def setup_method(self):
        self.dir = tempfile.mkdtemp()

    def teardown_method(self):
        if os.path.exists(self.dir):
            shutil.rmtree(self.dir)

    def path_to(self, relpath):
        return os.path.join(self.dir, osp(relpath))

    def mkdirs(self, dirpath):
        os.makedirs(self.path_to(dirpath))

    def mkfile(self, relpath, content=None):
        with open(self.path_to(relpath), "w") as f:
            if content:
                f.write(content)

    def symlink(self, src, dst):
        os.symlink(self.path_to(src), self.path_to(dst))

    def remove(self, relpath):
        if os.path.isdir(self.path_to(relpath)):
            shutil.rmtree(self.path_to(relpath))
        os.remove(self.path_to(relpath))


class TestGetIncludedPaths(TempDirTest):
    # Integration tests with `pathspec` for basic use cases.

    def test_basic(self):
        self.mkdirs("root/d1/d11")
        self.mkdirs("root/d2")

        self.mkfile("root/f1")
        self.mkfile("root/d1/f1")
        self.mkfile("root/d1/d11/f1")
        self.mkfile("root/d2/f1")

        expected_filepaths = map_osp(["d1/d11/f1", "d1/f1", "d2/f1", "f1"])
        filepaths = included_paths(self.path_to("root"))
        assert filepaths == expected_filepaths

        # end with '/' or not should not matter
        filepaths = included_paths(self.path_to("root/"))
        assert filepaths == expected_filepaths

    def test_not_a_directory(self):
        self.mkdirs("root")
        self.mkfile("root/f1")
        # does not exist
        with pytest.raises(ValueError):
            included_paths(self.path_to("wrong_root"))
        with pytest.raises(ValueError):
            included_paths(self.path_to("root/f1"))

    def test_symlinked_file(self):
        self.mkdirs("root")
        self.mkfile("root/f1")
        self.mkfile("linked_file")
        self.symlink("linked_file", "root/f2")

        filepaths = included_paths(self.path_to("root"), linked_files=True)
        assert filepaths == ["f1", "f2"]

        filepaths = included_paths(self.path_to("root"), linked_files=False)
        assert filepaths == ["f1"]

        # default is 'linked_files': True
        filepaths = included_paths(
            self.path_to("root"),
        )
        assert filepaths == ["f1", "f2"]

    def test_symlinked_dir(self):
        self.mkdirs("root")
        self.mkfile("root/f1")
        self.mkdirs("linked_dir")
        self.mkfile("linked_dir/f1")
        self.mkfile("linked_dir/f2")
        self.symlink("linked_dir", "root/d1")

        filepaths = included_paths(self.path_to("root"), linked_dirs=False)
        assert filepaths == ["f1"]

        filepaths = included_paths(self.path_to("root"), linked_dirs=True)
        assert filepaths == map_osp(["d1/f1", "d1/f2", "f1"])

        # default is 'linked_dirs': True
        filepaths = included_paths(self.path_to("root"))
        assert filepaths == map_osp(["d1/f1", "d1/f2", "f1"])

    def test_cyclic_link(self):
        self.mkdirs("root/d1")
        self.symlink("root", "root/d1/link_back")
        with pytest.raises(SymlinkRecursionError) as exc_info:
            included_paths(self.path_to("root"), allow_cyclic_links=False)
        assert exc_info.value.real_path == os.path.realpath(self.path_to("root"))
        assert exc_info.value.first_path == self.path_to("root/")
        assert exc_info.value.second_path == self.path_to("root/d1/link_back")
        assert str(exc_info.value).startswith("Symlink recursion:")

        filepaths = included_paths(self.path_to("root"), allow_cyclic_links=True)
        assert filepaths == map_osp(["d1/link_back/."])

        # default is 'allow_cyclic_links': False
        with pytest.raises(SymlinkRecursionError):
            filepaths = included_paths(self.path_to("root"))

    def test_ignore_hidden(self):
        self.mkdirs("root/d1")
        self.mkdirs("root/.d2")

        self.mkfile("root/f1")
        self.mkfile("root/.f2")
        self.mkfile("root/d1/f1")
        self.mkfile("root/d1/.f2")
        self.mkfile("root/.d2/f1")

        # no ignore
        filepaths = included_paths(self.path_to("root"))
        assert filepaths == map_osp([".d2/f1", ".f2", "d1/.f2", "d1/f1", "f1"])

        # with ignore
        filepaths = included_paths(self.path_to("root"), match=["*", "!.*"])
        assert filepaths == map_osp(["d1/f1", "f1"])

    def test_ignore_hidden_files_only(self):
        self.mkdirs("root/d1")
        self.mkdirs("root/.d2")

        self.mkfile("root/f1")
        self.mkfile("root/.f2")
        self.mkfile("root/d1/f1")
        self.mkfile("root/d1/.f2")
        self.mkfile("root/.d2/f1")

        # no ignore
        filepaths = included_paths(self.path_to("root"))
        assert filepaths == map_osp([".d2/f1", ".f2", "d1/.f2", "d1/f1", "f1"])

        # with ignore
        filepaths = included_paths(
            self.path_to("root"), match=["**/*", "!**/.*", "**/.*/*", "!**/.*/.*"]
        )
        assert filepaths == map_osp([".d2/f1", "d1/f1", "f1"])

    def test_ignore_hidden_explicitly_recursive(self):
        self.mkdirs("root/d1")
        self.mkdirs("root/.d2")

        self.mkfile("root/f1")
        self.mkfile("root/.f2")
        self.mkfile("root/d1/f1")
        self.mkfile("root/d1/.f2")
        self.mkfile("root/.d2/f1")

        # no ignore
        filepaths = included_paths(self.path_to("root"))
        assert filepaths == map_osp([".d2/f1", ".f2", "d1/.f2", "d1/f1", "f1"])

        # with ignore
        filepaths = included_paths(self.path_to("root"), match=["*", "!**/.*"])
        assert filepaths == map_osp(["d1/f1", "f1"])

    def test_exclude_hidden_dirs(self):
        self.mkdirs("root/d1")
        self.mkdirs("root/.d2")
        self.mkdirs("root/d1/.d1")

        self.mkfile("root/f1")
        self.mkfile("root/.f2")
        self.mkfile("root/d1/f1")
        self.mkfile("root/d1/.f2")
        self.mkfile("root/.d2/f1")

        # no ignore
        filepaths = included_paths(self.path_to("root"), empty_dirs=True)
        assert filepaths == map_osp(
            [".d2/f1", ".f2", "d1/.d1/.", "d1/.f2", "d1/f1", "f1"]
        )

        # with ignore
        filepaths = included_paths(self.path_to("root"), match=["*", "!.*/"])
        assert filepaths == map_osp([".f2", "d1/.f2", "d1/f1", "f1"])

    def test_exclude_hidden_dirs_and_files(self):
        self.mkdirs("root/d1")
        self.mkdirs("root/.d2")

        self.mkfile("root/f1")
        self.mkfile("root/.f2")
        self.mkfile("root/d1/f1")
        self.mkfile("root/d1/.f2")
        self.mkfile("root/.d2/f1")

        # no ignore
        filepaths = included_paths(self.path_to("root"))
        assert filepaths == map_osp([".d2/f1", ".f2", "d1/.f2", "d1/f1", "f1"])

        # using ignore
        filepaths = included_paths(self.path_to("root"), match=["*", "!.*/", "!.*"])
        assert filepaths == map_osp(["d1/f1", "f1"])

    def test_exclude_extensions(self):
        self.mkdirs("root/d1")

        self.mkfile("root/f")
        self.mkfile("root/f.txt")
        self.mkfile("root/f.skip1")
        self.mkfile("root/fskip1")
        self.mkfile("root/f.skip2")
        self.mkfile("root/f.skip1.txt")
        self.mkfile("root/f.skip1.skip2")
        self.mkfile("root/f.skip1skip2")
        self.mkfile("root/d1/f.txt")
        self.mkfile("root/d1/f.skip1")

        filepaths = included_paths(
            self.path_to("root"), match=["*", "!*.skip1", "!*.skip2"]
        )
        assert filepaths == map_osp(
            [
                "d1/f.txt",
                "f",
                "f.skip1.txt",
                "f.skip1skip2",
                "f.txt",
                "fskip1",
            ]
        )

    def test_empty_dirs_include_vs_exclude(self):
        self.mkdirs("root/d1")
        self.mkdirs("root/d2")
        self.mkdirs("root/d3/d31")
        self.mkdirs("root/d4/d41")

        self.mkfile("root/d1/f")
        self.mkfile("root/d3/d31/f")

        filepaths = included_paths(self.path_to("root"), empty_dirs=False)
        assert filepaths == map_osp(["d1/f", "d3/d31/f"])

        # `include_empty=False` is default
        filepaths = included_paths(self.path_to("root"))
        assert filepaths == map_osp(["d1/f", "d3/d31/f"])

        filepaths = included_paths(self.path_to("root"), empty_dirs=True)
        assert filepaths == map_osp(["d1/f", "d2/.", "d3/d31/f", "d4/d41/."])

    def test_empty_dirs_because_of_filter_include_vs_exclude(self):
        self.mkdirs("root/d1")
        self.mkdirs("root/d2")

        self.mkfile("root/d1/f")
        self.mkfile("root/d2/.f")

        filepaths = included_paths(
            self.path_to("root"), match=["*", "!.*"], empty_dirs=False
        )
        assert filepaths == map_osp(["d1/f"])

        # `include_empty=False` is default
        filepaths = included_paths(
            self.path_to("root"),
            match=["*", "!.*"],
        )
        assert filepaths == map_osp(["d1/f"])

        filepaths = included_paths(
            self.path_to("root"), match=["*", "!.*"], empty_dirs=True
        )
        assert filepaths == map_osp(["d1/f", "d2/."])

    def test_empty_dir_inclusion_not_affected_by_match(self):
        self.mkdirs("root/d1")
        self.mkdirs("root/.d2")

        # NOTE that empty dirs are not excluded by match_patterns:

        filepaths = included_paths(
            self.path_to("root"), match=["*", "!.*"], empty_dirs=True
        )
        assert filepaths == map_osp([".d2/.", "d1/."])

        filepaths = included_paths(
            self.path_to("root"), match=["*", "!.*/"], empty_dirs=True
        )
        assert filepaths == map_osp([".d2/.", "d1/."])

        filepaths = included_paths(
            self.path_to("root"), match=["*", "!d1"], empty_dirs=True
        )
        assert filepaths == map_osp([".d2/.", "d1/."])


def dirhash_mp_comp(*args, **kwargs):
    res = dirhash(*args, **kwargs)
    res_mp = dirhash(*args, **{**kwargs, "jobs": 2})
    assert res == res_mp
    return res


class TestDirhash(TempDirTest):
    def test_guaranteed_algorithms(self):
        self.mkdirs("root/d1/d11")
        self.mkdirs("root/d2")
        self.mkfile("root/f1", "a")
        self.mkfile("root/d1/f1", "b")
        self.mkfile("root/d1/d11/f1", "c")
        self.mkfile("root/d2/f1", "d")

        for algorithm, expected_hash in [
            ("md5", "3c631c7f5771468a2187494f802fad8f"),
            ("sha1", "992aa2d00d2ed94f0c19eff7f151f5c6a7e0cc41"),
            ("sha224", "18013e1df933d5781b2eddb94aceeb7ab689643f1df24060fb478999"),
            (
                "sha256",
                "ef7e95269fbc0e3478ad31fddd1c7d08" "907d189c61725332e8a2fd14448fe175",
            ),
            (
                "sha384",
                "64ef4360c172bc68250f9326ea231cd1"
                "46a7fa1afe9d386cee0cae0e9f1b4ad2"
                "1df050d1df436cff792bbe81d6698026",
            ),
            (
                "sha512",
                "7854226eb0278bc136056998890a8399"
                "f85ca383f7c54665026358d28b5dc716"
                "0ec654d2bcebf5d60974f82ed820600d"
                "8e807ea53d57578d076ec1c82f501208",
            ),
        ]:
            hash_value = dirhash_mp_comp(self.path_to("root"), algorithm)
            assert hash_value == expected_hash

    def test_recursive_descriptor(self):
        self.mkdirs("root/d1")
        self.mkdirs("root/d2")
        self.mkfile("root/f1", "a")
        self.mkfile("root/d1/f12", "b")

        f1_desc = "data:a\000name:f1"
        f12_desc = "data:b\000name:f12"
        d1_desc = f"dirhash:{f12_desc}\000name:d1"
        d2_desc = "dirhash:\000name:d2"

        empty_dirs_false_expected = "\000\000".join([f1_desc, d1_desc])
        empty_dirs_true_expected = "\000\000".join([f1_desc, d2_desc, d1_desc])

        empty_dirs_false = dirhash(self.path_to("root"), algorithm=IdentityHasher)
        assert empty_dirs_false == empty_dirs_false_expected

        empty_dirs_true = dirhash(
            self.path_to("root"), algorithm=IdentityHasher, empty_dirs=True
        )
        assert empty_dirs_true == empty_dirs_true_expected

    def test_symlinked_file(self):
        self.mkdirs("root1")
        self.mkfile("root1/f1", "a")
        self.mkfile("linked_file", "b")
        self.symlink("linked_file", "root1/f2")

        self.mkdirs("root2")
        self.mkfile("root2/f1", "a")
        self.mkfile("root2/f2", "b")

        root1_linked_files_true = dirhash_mp_comp(
            self.path_to("root1"), algorithm="md5"
        )
        root1_linked_files_false = dirhash_mp_comp(
            self.path_to("root1"), algorithm="md5", linked_files=False
        )

        root2 = dirhash_mp_comp(self.path_to("root2"), algorithm="md5")

        assert root1_linked_files_false != root1_linked_files_true
        assert root1_linked_files_true == root2

    def test_symlinked_dir(self):
        self.mkdirs("root1")
        self.mkfile("root1/f1", "a")
        self.mkdirs("linked_dir")
        self.mkfile("linked_dir/f1", "b")
        self.mkfile("linked_dir/f2", "c")
        self.symlink("linked_dir", "root1/d1")

        self.mkdirs("root2")
        self.mkfile("root2/f1", "a")
        self.mkdirs("root2/d1")
        self.mkfile("root2/d1/f1", "b")
        self.mkfile("root2/d1/f2", "c")

        root1_linked_dirs_true = dirhash_mp_comp(
            self.path_to("root1"), algorithm="md5", linked_dirs=True
        )
        root1_linked_dirs_false = dirhash_mp_comp(
            self.path_to("root1"), algorithm="md5", linked_dirs=False
        )
        root2 = dirhash_mp_comp(self.path_to("root2"), algorithm="md5")

        assert root1_linked_dirs_false != root1_linked_dirs_true
        assert root1_linked_dirs_true == root2

    def test_cache_used_for_symlinks(self):
        self.mkdirs("root/dir")
        self.mkfile("root/file", "< one chunk content")
        for i in range(10):
            self.symlink("root/file", f"root/link_{i}")
        for i in range(10):
            self.symlink("root/file", f"root/dir/link_{i}")
        start = time()
        dirhash(self.path_to("root"), algorithm=SlowHasher)
        end = time()
        elapsed = end - start
        assert elapsed < SlowHasher.wait_time * 2

    def test_raise_on_empty_root_without_include_empty(self):
        self.mkdirs("root")
        with pytest.raises(ValueError):
            dirhash_mp_comp(self.path_to("root"), "sha256")

    def test_empty_root_include_empty(self):
        self.mkdirs("root")
        dirhash_ = dirhash_mp_comp(self.path_to("root"), "sha256", empty_dirs=True)
        expected_dirhash = hashlib.sha256(b"").hexdigest()
        assert dirhash_ == expected_dirhash

    def test_include_empty(self):
        self.mkdirs("root/d1")
        self.mkdirs("root/d2")
        self.mkfile("root/d1/f")

        args = (self.path_to("root"), "sha256")
        dirhash_ = dirhash_mp_comp(*args, empty_dirs=False)
        dirhash_empty = dirhash_mp_comp(*args, empty_dirs=True)
        assert dirhash_ != dirhash_empty

    def test_chunksize(self):
        self.mkdirs("root")
        self.mkfile("root/numbers.txt", str(range(1000)))

        hash_value = dirhash_mp_comp(self.path_to("root"), "sha256")
        for chunk_size in [2**4, 2**8, 2**16]:
            assert (
                dirhash_mp_comp(self.path_to("root"), "sha256", chunk_size=chunk_size)
                == hash_value
            )

    def test_data_only(self):
        self.mkdirs("root1")
        self.mkfile("root1/a.txt", "abc")
        self.mkfile("root1/b.txt", "def")
        self.mkdirs("root2")
        self.mkfile("root2/a.txt", "abc")
        self.mkfile("root2/c.txt", "def")

        hash1 = dirhash_mp_comp(self.path_to("root1"), "sha256")
        hash2 = dirhash_mp_comp(self.path_to("root2"), "sha256")
        assert hash1 != hash2

        # with entry hash remains the same as long as order of files is the
        # same
        [dhash1, dhash2] = [
            dirhash_mp_comp(self.path_to(root), "sha256", entry_properties=["data"])
            for root in ["root1", "root2"]
        ]
        assert dhash1 == dhash2

    def test_name_only(self):
        self.mkdirs("root1")
        self.mkfile("root1/a.txt", "abc")
        self.mkfile("root1/b.txt", "def")
        self.mkdirs("root2")
        self.mkfile("root2/a.txt", "abc")
        self.mkfile("root2/b.txt", "___")

        hash1 = dirhash_mp_comp(self.path_to("root1"), "sha256")
        hash2 = dirhash_mp_comp(self.path_to("root2"), "sha256")
        assert hash1 != hash2

        [dhash1, dhash2] = [
            dirhash_mp_comp(self.path_to(root), "sha256", entry_properties=["name"])
            for root in ["root1", "root2"]
        ]
        assert dhash1 == dhash2

    def test_is_link_property(self):
        self.mkdirs("root1")
        self.mkfile("root1/a.txt", "abc")
        self.mkfile("root1/b.txt", "def")
        self.mkdirs("root2")
        self.mkfile("b_target", "def")
        self.mkfile("root2/a.txt", "abc")
        self.symlink("b_target", "root2/b.txt")

        hash1 = dirhash_mp_comp(self.path_to("root1"), "sha256")
        hash2 = dirhash_mp_comp(self.path_to("root2"), "sha256")
        assert hash1 == hash2

        for entry_properties in [
            ["name", "data", "is_link"],
            ["name", "is_link"],
            ["data", "is_link"],
        ]:
            [hash1, hash2] = [
                dirhash_mp_comp(
                    self.path_to(root), "sha256", entry_properties=entry_properties
                )
                for root in ["root1", "root2"]
            ]
            assert hash1 != hash2

    def test_raise_on_not_at_least_one_of_name_and_data(self):
        self.mkdirs("root1")
        self.mkfile("root1/a.txt", "abc")
        dirhash_mp_comp(self.path_to("root1"), "sha256")  # check ok
        with pytest.raises(ValueError):
            dirhash_mp_comp(self.path_to("root1"), "sha256", entry_properties=[])

        with pytest.raises(ValueError):
            dirhash_mp_comp(
                self.path_to("root1"), "sha256", entry_properties=["is_link"]
            )

    @pytest.mark.skipif(
        os.name == "nt",
        reason="TODO: not getting expected speedup on Windows.",
        # TODO: see https://github.com/andhus/scantree/issues/25
    )
    def test_multiproc_speedup(self):
        self.mkdirs("root/dir")
        num_files = 10
        for i in range(num_files):
            self.mkfile(f"root/file_{i}", "< one chunk content")

        expected_min_elapsed_sequential = SlowHasher.wait_time * num_files

        start = time()
        dirhash(self.path_to("root"), algorithm=SlowHasher)
        end = time()
        elapsed_sequential = end - start
        assert elapsed_sequential > expected_min_elapsed_sequential

        start = time()
        dirhash(self.path_to("root"), algorithm=SlowHasher, jobs=num_files)
        end = time()
        elapsed_muliproc = end - start
        assert elapsed_muliproc < 0.9 * expected_min_elapsed_sequential
        # just check "any speedup", the overhead varies (and is high on Travis)

    def test_cache_by_real_path_speedup(self, tmpdir):
        num_links = 10

        # reference run without links
        root1 = tmpdir.join("root1")
        root1.ensure(dir=True)
        for i in range(num_links):
            file_i = root1.join(f"file_{i}")
            file_i.write("< one chunk content", ensure=True)

        wait_time = SlowHasher.wait_time
        expected_min_elapsed_no_links = wait_time * num_links
        start = time()
        dirhash(root1, algorithm=SlowHasher)
        end = time()
        elapsed_no_links = end - start
        assert elapsed_no_links > expected_min_elapsed_no_links
        overhead = elapsed_no_links - expected_min_elapsed_no_links

        # all links to same file
        root2 = tmpdir.join("root2")
        root2.ensure(dir=True)
        target_file = tmpdir.join("target_file")
        target_file.ensure()
        for i in range(num_links):
            os.symlink(target_file, root2.join(f"link_{i}"))

        overhead_margin_factor = 1.5
        expected_max_elapsed_with_links = overhead * overhead_margin_factor + wait_time
        assert expected_max_elapsed_with_links < expected_min_elapsed_no_links
        start = time()
        dirhash(root2, algorithm=SlowHasher)
        end = time()
        elapsed_with_links = end - start
        assert elapsed_with_links < expected_max_elapsed_with_links

    def test_cache_together_with_multiprocess_speedup(self, tmpdir):
        target_file_names = ["target_file_1", "target_file_2"]
        num_links_per_file = 10
        num_links = num_links_per_file * len(target_file_names)

        # reference run without links
        root1 = tmpdir.join("root1")
        root1.ensure(dir=True)
        for i in range(num_links):
            file_i = root1.join(f"file_{i}")
            file_i.write("< one chunk content", ensure=True)

        jobs = 2
        wait_time = SlowHasher.wait_time
        expected_min_elapsed_no_links = wait_time * num_links / jobs
        start = time()
        dirhash(root1, algorithm=SlowHasher, jobs=jobs)
        end = time()
        elapsed_no_links = end - start
        assert elapsed_no_links > expected_min_elapsed_no_links
        overhead = elapsed_no_links - expected_min_elapsed_no_links

        root2 = tmpdir.join("root2")
        root2.ensure(dir=True)
        for i, target_file_name in enumerate(target_file_names):
            target_file = tmpdir.join(target_file_name)
            target_file.write("< one chunk content", ensure=True)
            for j in range(num_links_per_file):
                os.symlink(target_file, root2.join(f"link_{i}_{j}"))

        overhead_margin_factor = 1.5
        expected_max_elapsed_with_links = (
            overhead * overhead_margin_factor + wait_time * 2
        )
        assert expected_max_elapsed_with_links < expected_min_elapsed_no_links
        start = time()
        dirhash(root2, algorithm=SlowHasher, jobs=jobs)
        end = time()
        elapsed_mp_with_links = end - start
        assert elapsed_mp_with_links < expected_max_elapsed_with_links

    def test_hash_cyclic_link_to_root(self):
        self.mkdirs("root/d1")
        self.symlink("root", "root/d1/link_back")
        dirhash(self.path_to("root"), "sha256", allow_cyclic_links=True)

    def test_hash_cyclic_link(self):
        self.mkdirs("root/d1/d2")
        self.symlink("root/d1", "root/d1/d2/link_back")
        dirhash(self.path_to("root"), "sha256", allow_cyclic_links=True)

    def test_pass_filtering_instance(self):
        self.mkdirs("root")
        self.mkfile("root/f1", "")
        dirhash_impl(self.path_to("root"), "sha256", filter_=Filter())

    def test_pass_protocol_instance(self):
        self.mkdirs("root")
        self.mkfile("root/f1", "")
        dirhash_impl(self.path_to("root"), "sha256", protocol=Protocol())

    def test_raise_on_wrong_type(self):
        self.mkdirs("root")
        self.mkfile("root/f1", "")
        with pytest.raises(TypeError):
            dirhash_impl(self.path_to("root"), "sha256", filter_="")
        with pytest.raises(TypeError):
            dirhash_impl(self.path_to("root"), "sha256", protocol="")


class SlowHasher:
    wait_time = 0.25

    def __init__(self, *args, **kwargs):
        pass

    def update(self, data):
        if data != b"":
            sleep(self.wait_time)

    def hexdigest(self):
        return ""


class IdentityHasher:
    def __init__(self, initial_data=b""):
        self.datas = [initial_data.decode("utf-8")]

    def update(self, data):
        self.datas.append(data.decode("utf-8"))

    def hexdigest(self):
        return "".join(self.datas)


class TestProtocol:
    def test_raise_for_invalid_entry_properties(self):
        with pytest.raises(ValueError):
            Protocol(entry_properties=["not-valid"])

    def test_raise_for_invalid_allow_cyclic_links(self):
        with pytest.raises(ValueError):
            Protocol(allow_cyclic_links="not-valid")


def mock_func(x):
    return x * 2


@pytest.mark.parametrize("jobs", [1, 2, 4])
def test_parmap(jobs):
    inputs = [1, 2, 3, 4]
    assert _parmap(mock_func, inputs, jobs=jobs) == [2, 4, 6, 8]