EOS/tests/test_cache.py

import io
import json
import pickle
import tempfile
from datetime import date, datetime, timedelta
from pathlib import Path
from time import sleep
from unittest.mock import MagicMock, patch

import cachebox
import pytest

from akkudoktoreos.core.cache import (
    CacheEnergyManagementStore,
    CacheFileRecord,
    CacheFileStore,
    cache_energy_management,
    cache_in_file,
)
from akkudoktoreos.utils.datetimeutil import compare_datetimes, to_datetime, to_duration

# ---------------------------------
# In-Memory Caching Functionality
# ---------------------------------


# Fixtures for testing
@pytest.fixture
def cache_energy_management_store():
    """Ensures CacheEnergyManagementStore is reset between tests."""
    cache = CacheEnergyManagementStore()
    CacheEnergyManagementStore().clear()
    assert len(cache) == 0
    return cache


class TestCacheEnergyManagementStore:
    def test_cache_initialization(self, cache_energy_management_store):
        """Test that CacheEnergyManagementStore initializes with the correct properties."""
        cache = CacheEnergyManagementStore()
        assert isinstance(cache.cache, cachebox.LRUCache)
        assert cache.maxsize == 100
        assert len(cache) == 0

    def test_singleton_behavior(self, cache_energy_management_store):
        """Test that CacheEnergyManagementStore is a singleton."""
        cache1 = CacheEnergyManagementStore()
        cache2 = CacheEnergyManagementStore()
        assert cache1 is cache2

    def test_cache_storage(self, cache_energy_management_store):
        """Test that items can be added and retrieved from the cache."""
        cache = CacheEnergyManagementStore()
        cache["key1"] = "value1"
        assert cache["key1"] == "value1"
        assert len(cache) == 1

    def test_cache_getattr_invalid_method(self, cache_energy_management_store):
        """Test that accessing an invalid method raises an AttributeError."""
        with pytest.raises(AttributeError):
            CacheEnergyManagementStore().non_existent_method()  # This should raise AttributeError


class TestCacheUntilUpdateDecorators:
    def test_cachemethod_energy_management(self, cache_energy_management_store):
        """Test that cache_energy_management caches method results."""

        class MyClass:
            @cache_energy_management
            def compute(self, value: int) -> int:
                return value * 2

        obj = MyClass()

        # Call method and assert caching
        assert CacheEnergyManagementStore.miss_count == 0
        assert CacheEnergyManagementStore.hit_count == 0
        result1 = obj.compute(5)
        assert CacheEnergyManagementStore.miss_count == 1
        assert CacheEnergyManagementStore.hit_count == 0
        result2 = obj.compute(5)
        assert CacheEnergyManagementStore.miss_count == 1
        assert CacheEnergyManagementStore.hit_count == 1
        assert result1 == result2

    def test_cache_energy_management(self, cache_energy_management_store):
        """Test that cache_energy_management caches function results."""

        @cache_energy_management
        def compute(value: int) -> int:
            return value * 3

        # Call function and assert caching
        result1 = compute(4)
        assert CacheEnergyManagementStore.last_event == cachebox.EVENT_MISS
        result2 = compute(4)
        assert CacheEnergyManagementStore.last_event == cachebox.EVENT_HIT
        assert result1 == result2

    def test_cache_with_different_arguments(self, cache_energy_management_store):
        """Test that caching works for different arguments."""

        class MyClass:
            @cache_energy_management
            def compute(self, value: int) -> int:
                return value * 2

        obj = MyClass()

        assert CacheEnergyManagementStore.miss_count == 0
        result1 = obj.compute(3)
        assert CacheEnergyManagementStore.last_event == cachebox.EVENT_MISS
        assert CacheEnergyManagementStore.miss_count == 1
        result2 = obj.compute(5)
        assert CacheEnergyManagementStore.last_event == cachebox.EVENT_MISS
        assert CacheEnergyManagementStore.miss_count == 2

        assert result1 == 6
        assert result2 == 10

    def test_cache_clearing(self, cache_energy_management_store):
        """Test that cache is cleared between EMS update cycles."""

        class MyClass:
            @cache_energy_management
            def compute(self, value: int) -> int:
                return value * 2

        obj = MyClass()
        obj.compute(5)

        # Clear cache
        CacheEnergyManagementStore().clear()

        with pytest.raises(KeyError):
            _ = CacheEnergyManagementStore()["<invalid>"]

    def test_decorator_works_for_standalone_function(self, cache_energy_management_store):
        """Test that cache_energy_management works with standalone functions."""

        @cache_energy_management
        def add(a: int, b: int) -> int:
            return a + b

        assert CacheEnergyManagementStore.miss_count == 0
        assert CacheEnergyManagementStore.hit_count == 0
        result1 = add(1, 2)
        assert CacheEnergyManagementStore.miss_count == 1
        assert CacheEnergyManagementStore.hit_count == 0
        result2 = add(1, 2)
        assert CacheEnergyManagementStore.miss_count == 1
        assert CacheEnergyManagementStore.hit_count == 1

        assert result1 == result2


# -----------------------------
# CacheFileStore
# -----------------------------


@pytest.fixture
def temp_store_file():
    with tempfile.NamedTemporaryFile(delete=False) as temp_file:
        yield Path(temp_file.file.name)
    # temp_file.unlink()


@pytest.fixture
def cache_file_store(temp_store_file, monkeypatch):
    """A pytest fixture that creates a new CacheFileStore instance for testing."""

    cache = CacheFileStore()

    # Patch the _cache_file method to return the temp file
    monkeypatch.setattr(
        cache,
        "_store_file",
        lambda: temp_store_file,
    )

    cache.clear(clear_all=True)
    assert len(cache._store) == 0

    return cache


class TestCacheFileStore:
    def test_generate_cache_file_key(self, cache_file_store):
        """Test cache file key generation based on URL and date."""
        key = "http://example.com"

        # Provide until date - assure until_dt is used.
        until_dt = to_datetime("2024-10-01")
        cache_file_key, cache_file_until_dt, ttl_duration = (
            cache_file_store._generate_cache_file_key(key=key, until_datetime=until_dt)
        )
        assert cache_file_key is not None
        assert compare_datetimes(cache_file_until_dt, until_dt).equal

        # Provide until date again - assure same key is generated.
        cache_file_key1, cache_file_until_dt1, ttl_duration1 = (
            cache_file_store._generate_cache_file_key(key=key, until_datetime=until_dt)
        )
        assert cache_file_key1 == cache_file_key
        assert compare_datetimes(cache_file_until_dt1, until_dt).equal

        # Provide no until date - assure today EOD is used.
        no_until_dt = to_datetime().end_of("day")
        cache_file_key, cache_file_until_dt, ttl_duration = (
            cache_file_store._generate_cache_file_key(key)
        )
        assert cache_file_key is not None
        assert compare_datetimes(cache_file_until_dt, no_until_dt).equal

        # Provide with_ttl - assure until_dt is used.
        until_dt = to_datetime().add(hours=1)
        cache_file_key, cache_file_until_dt, ttl_duration = (
            cache_file_store._generate_cache_file_key(key, with_ttl="1 hour")
        )
        assert cache_file_key is not None
        assert compare_datetimes(cache_file_until_dt, until_dt).approximately_equal
        assert ttl_duration == to_duration("1 hour")

        # Provide with_ttl again - assure same key is generated.
        until_dt = to_datetime().add(hours=1)
        cache_file_key1, cache_file_until_dt1, ttl_duration1 = (
            cache_file_store._generate_cache_file_key(key=key, with_ttl="1 hour")
        )
        assert cache_file_key1 == cache_file_key
        assert compare_datetimes(cache_file_until_dt1, until_dt).approximately_equal
        assert ttl_duration1 == to_duration("1 hour")

        # Provide different with_ttl - assure different key is generated.
        until_dt = to_datetime().add(hours=1, minutes=1)
        cache_file_key2, cache_file_until_dt2, ttl_duration2 = (
            cache_file_store._generate_cache_file_key(key=key, with_ttl="1 hour 1 minute")
        )
        assert cache_file_key2 != cache_file_key
        assert compare_datetimes(cache_file_until_dt2, until_dt).approximately_equal
        assert ttl_duration2 == to_duration("1 hour 1 minute")

    def test_get_file_path(self, cache_file_store):
        """Test get file path from cache file object."""
        cache_file = cache_file_store.create("test_file", mode="w+", suffix=".txt")
        file_path = cache_file_store._get_file_path(cache_file)

        assert file_path is not None

    def test_until_datetime_by_options(self, cache_file_store):
        """Test until datetime calculation based on options."""
        now = to_datetime()

        # Test with until_datetime
        result, ttl_duration = cache_file_store._until_datetime_by_options(until_datetime=now)
        assert result == now
        assert ttl_duration is None

        # -- From now on we expect a until_datetime in one hour
        ttl_duration_expected = to_duration("1 hour")

        # Test with with_ttl as timedelta
        until_datetime_expected = to_datetime().add(hours=1)
        ttl = timedelta(hours=1)
        result, ttl_duration = cache_file_store._until_datetime_by_options(with_ttl=ttl)
        assert compare_datetimes(result, until_datetime_expected).approximately_equal
        assert ttl_duration == ttl_duration_expected

        # Test with with_ttl as int (seconds)
        until_datetime_expected = to_datetime().add(hours=1)
        ttl_seconds = 3600
        result, ttl_duration = cache_file_store._until_datetime_by_options(with_ttl=ttl_seconds)
        assert compare_datetimes(result, until_datetime_expected).approximately_equal
        assert ttl_duration == ttl_duration_expected

        # Test with with_ttl as string ("1 hour")
        until_datetime_expected = to_datetime().add(hours=1)
        ttl_string = "1 hour"
        result, ttl_duration = cache_file_store._until_datetime_by_options(with_ttl=ttl_string)
        assert compare_datetimes(result, until_datetime_expected).approximately_equal
        assert ttl_duration == ttl_duration_expected

        # -- From now on we expect a until_datetime today at end of day
        until_datetime_expected = to_datetime().end_of("day")
        ttl_duration_expected = None

        # Test default case (end of today)
        result, ttl_duration = cache_file_store._until_datetime_by_options()
        assert compare_datetimes(result, until_datetime_expected).equal
        assert ttl_duration == ttl_duration_expected

        # -- From now on we expect a until_datetime in one day at end of day
        until_datetime_expected = to_datetime().add(days=1).end_of("day")
        assert ttl_duration == ttl_duration_expected

        # Test with until_date as date
        until_date = date.today() + timedelta(days=1)
        result, ttl_duration = cache_file_store._until_datetime_by_options(until_date=until_date)
        assert compare_datetimes(result, until_datetime_expected).equal
        assert ttl_duration == ttl_duration_expected

        # -- Test with multiple options (until_datetime takes precedence)
        specific_datetime = to_datetime().add(days=2)
        result, ttl_duration = cache_file_store._until_datetime_by_options(
            until_date=to_datetime().add(days=1).date(),
            until_datetime=specific_datetime,
            with_ttl=ttl,
        )
        assert compare_datetimes(result, specific_datetime).equal
        assert ttl_duration is None

        # Test with invalid inputs
        with pytest.raises(ValueError):
            cache_file_store._until_datetime_by_options(until_date="invalid-date")
        with pytest.raises(ValueError):
            cache_file_store._until_datetime_by_options(with_ttl="invalid-ttl")
        with pytest.raises(ValueError):
            cache_file_store._until_datetime_by_options(until_datetime="invalid-datetime")

    def test_create_cache_file(self, cache_file_store):
        """Test the creation of a cache file and ensure it is stored correctly."""
        # Create a cache file for today's date
        cache_file = cache_file_store.create("test_file", mode="w+", suffix=".txt")

        # Check that the file exists in the store and is a file-like object
        assert cache_file is not None
        assert hasattr(cache_file, "name")
        assert cache_file.name.endswith(".txt")

        # Write some data to the file
        cache_file.seek(0)
        cache_file.write("Test data")
        cache_file.seek(0)  # Reset file pointer
        assert cache_file.read() == "Test data"

    def test_get_cache_file(self, cache_file_store):
        """Test retrieving an existing cache file by key."""
        # Create a cache file and write data to it
        cache_file = cache_file_store.create("test_file", mode="w+")
        cache_file.seek(0)
        cache_file.write("Test data")
        cache_file.seek(0)

        # Retrieve the cache file and verify the data
        retrieved_file = cache_file_store.get("test_file")
        assert retrieved_file is not None
        retrieved_file.seek(0)
        assert retrieved_file.read() == "Test data"

    def test_set_custom_file_object(self, cache_file_store):
        """Test setting a custom file-like object (BytesIO or StringIO) in the store."""
        # Create a BytesIO object and set it into the cache
        file_obj = io.BytesIO(b"Binary data")
        cache_file_store.set("binary_file", file_obj)

        # Retrieve the file from the store
        retrieved_file = cache_file_store.get("binary_file")
        assert isinstance(retrieved_file, io.BytesIO)
        retrieved_file.seek(0)
        assert retrieved_file.read() == b"Binary data"

    def test_delete_cache_file(self, cache_file_store):
        """Test deleting a cache file from the store."""
        # Create multiple cache files
        cache_file1 = cache_file_store.create("file1")
        assert hasattr(cache_file1, "name")
        cache_file2 = cache_file_store.create("file2")
        assert hasattr(cache_file2, "name")

        # Ensure the files are in the store
        assert cache_file_store.get("file1") is cache_file1
        assert cache_file_store.get("file2") is cache_file2

        # Delete cache files
        cache_file_store.delete("file1")
        cache_file_store.delete("file2")

        # Ensure the store is empty
        assert cache_file_store.get("file1") is None
        assert cache_file_store.get("file2") is None

    def test_clear_all_cache_files(self, cache_file_store):
        """Test clearing all cache files from the store."""
        # Create multiple cache files
        cache_file1 = cache_file_store.create("file1")
        assert hasattr(cache_file1, "name")
        cache_file2 = cache_file_store.create("file2")
        assert hasattr(cache_file2, "name")

        # Ensure the files are in the store
        assert cache_file_store.get("file1") is cache_file1
        assert cache_file_store.get("file2") is cache_file2

        current_store = cache_file_store.current_store()
        assert current_store != {}

        # Clear all cache files
        cache_file_store.clear(clear_all=True)

        # Ensure the store is empty
        assert cache_file_store.get("file1") is None
        assert cache_file_store.get("file2") is None

        current_store = cache_file_store.current_store()
        assert current_store == {}

    def test_clear_cache_files_by_date(self, cache_file_store):
        """Test clearing cache files from the store by date."""
        # Create multiple cache files
        cache_file1 = cache_file_store.create("file1")
        assert hasattr(cache_file1, "name")
        cache_file2 = cache_file_store.create("file2")
        assert hasattr(cache_file2, "name")

        # Ensure the files are in the store
        assert cache_file_store.get("file1") is cache_file1
        assert cache_file_store.get("file2") is cache_file2

        # Clear cache files that are older than today
        cache_file_store.clear(before_datetime=to_datetime().start_of("day"))

        # Ensure the files are in the store
        assert cache_file_store.get("file1") is cache_file1
        assert cache_file_store.get("file2") is cache_file2

        # Clear cache files that are older than tomorrow
        cache_file_store.clear(before_datetime=datetime.now() + timedelta(days=1))

        # Ensure the store is empty
        assert cache_file_store.get("file1") is None
        assert cache_file_store.get("file2") is None

    def test_cache_file_with_date(self, cache_file_store):
        """Test creating and retrieving cache files with a specific date."""
        # Use a specific date for cache file creation
        specific_date = datetime(2023, 10, 10)
        cache_file = cache_file_store.create("dated_file", mode="w+", until_date=specific_date)

        # Write data to the cache file
        cache_file.write("Dated data")
        cache_file.seek(0)

        # Retrieve the cache file with the specific date
        retrieved_file = cache_file_store.get("dated_file", until_date=specific_date)
        assert retrieved_file is not None
        retrieved_file.seek(0)
        assert retrieved_file.read() == "Dated data"

    def test_recreate_existing_cache_file(self, cache_file_store):
        """Test creating a cache file with an existing key does not overwrite the existing file."""
        # Create a cache file
        cache_file = cache_file_store.create("test_file", mode="w+")
        cache_file.write("Original data")
        cache_file.seek(0)

        # Attempt to recreate the same file (should return the existing one)
        new_file = cache_file_store.create("test_file")
        assert new_file is cache_file  # Should be the same object
        new_file.seek(0)
        assert new_file.read() == "Original data"  # Data should be preserved

        # Assure cache file store is a singleton
        cache_file_store2 = CacheFileStore()
        new_file = cache_file_store2.get("test_file")
        assert new_file is cache_file  # Should be the same object

    def test_cache_file_store_is_singleton(self, cache_file_store):
        """Test re-creating a cache store provides the same store."""
        # Create a cache file
        cache_file = cache_file_store.create("test_file", mode="w+")
        cache_file.write("Original data")
        cache_file.seek(0)

        # Assure cache file store is a singleton
        cache_file_store2 = CacheFileStore()
        new_file = cache_file_store2.get("test_file")
        assert new_file is cache_file  # Should be the same object

    def test_cache_file_store_save_store(self, cache_file_store):
        # Creating a sample cache record
        cache_file = MagicMock()
        cache_file.name = "cache_file_path"
        cache_file.mode = "wb+"
        cache_record = CacheFileRecord(
            cache_file=cache_file, until_datetime=to_datetime(), ttl_duration=None
        )
        cache_file_store._store = {"test_key": cache_record}

        # Save the store to the file
        cache_file_store.save_store()

        # Verify the file content
        with cache_file_store._store_file().open("r", encoding="utf-8", newline=None) as f:
            store_loaded = json.load(f)
            assert "test_key" in store_loaded
            assert store_loaded["test_key"]["cache_file"] == "cache_file_path"
            assert store_loaded["test_key"]["mode"] == "wb+"
            assert store_loaded["test_key"]["until_datetime"] == to_datetime(
                cache_record.until_datetime, as_string=True
            )
            assert store_loaded["test_key"]["ttl_duration"] is None

    def test_cache_file_store_load_store(self, cache_file_store):
        # Creating a sample cache record and save it to the file
        cache_record = {
            "test_key": {
                "cache_file": "cache_file_path",
                "mode": "wb+",
                "until_datetime": to_datetime(as_string=True),
                "ttl_duration": None,
            }
        }
        with cache_file_store._store_file().open("w", encoding="utf-8", newline="\n") as f:
            json.dump(cache_record, f, indent=4)

        # Mock the open function to return a MagicMock for the cache file
        with patch("builtins.open", new_callable=MagicMock) as mock_open:
            mock_open.return_value.name = "cache_file_path"
            mock_open.return_value.mode = "wb+"

            # Load the store from the file
            cache_file_store.load_store()

            # Verify the loaded store
            assert "test_key" in cache_file_store._store
            loaded_record = cache_file_store._store["test_key"]
            assert loaded_record.cache_file.name == "cache_file_path"
            assert loaded_record.cache_file.mode == "wb+"
            assert loaded_record.until_datetime == to_datetime(
                cache_record["test_key"]["until_datetime"]
            )
            assert loaded_record.ttl_duration is None


class TestCacheFileDecorators:
    def test_cache_in_file_decorator_caches_function_result(self, cache_file_store):
        """Test that the cache_in_file decorator caches a function result."""
        # Clear store to assure it is empty
        cache_file_store.clear(clear_all=True)
        assert len(cache_file_store._store) == 0

        # Define a simple function to decorate
        @cache_in_file(mode="w+")
        def my_function(until_date=None):
            return "Some expensive computation result"

        # Call the decorated function (should store result in cache)
        result = my_function(until_date=datetime.now() + timedelta(days=1))
        assert result == "Some expensive computation result"

        # Assert that the create method was called to store the result
        assert len(cache_file_store._store) == 1

        # Check if the result was written to the cache file
        key = next(iter(cache_file_store._store))
        cache_file = cache_file_store._store[key].cache_file
        assert cache_file is not None

        # Assert correct content was written to the file
        cache_file.seek(0)  # Move to the start of the file
        assert cache_file.read() == "Some expensive computation result"

    def test_cache_in_file_decorator_uses_cache(self, cache_file_store):
        """Test that the cache_in_file decorator reuses cached file on subsequent calls."""
        # Clear store to assure it is empty
        cache_file_store.clear(clear_all=True)
        assert len(cache_file_store._store) == 0

        # Define a simple function to decorate
        @cache_in_file(mode="w+")
        def my_function(until_date=None):
            return "New result"

        # Call the decorated function (should store result in cache)
        result = my_function(until_date=to_datetime().add(days=1))
        assert result == "New result"

        # Assert result was written to cache file
        key = next(iter(cache_file_store._store))
        cache_file = cache_file_store._store[key].cache_file
        assert cache_file is not None
        cache_file.seek(0)  # Move to the start of the file
        assert cache_file.read() == result

        # Modify cache file
        result2 = "Cached result"
        cache_file.seek(0)
        cache_file.write(result2)

        # Call the decorated function again (should get result from cache)
        result = my_function(until_date=to_datetime().add(days=1))
        assert result == result2

    def test_cache_in_file_decorator_forces_update_data(self, cache_file_store):
        """Test that the cache_in_file decorator reuses cached file on subsequent calls."""
        # Clear store to assure it is empty
        cache_file_store.clear(clear_all=True)
        assert len(cache_file_store._store) == 0

        # Define a simple function to decorate
        @cache_in_file(mode="w+")
        def my_function(until_date=None):
            return "New result"

        until_date = to_datetime().add(days=1).date()

        # Call the decorated function (should store result in cache)
        result1 = "New result"
        result = my_function(until_date=until_date)
        assert result == result1

        # Assert result was written to cache file
        key = next(iter(cache_file_store._store))
        cache_file = cache_file_store._store[key].cache_file
        assert cache_file is not None
        cache_file.seek(0)  # Move to the start of the file
        assert cache_file.read() == result

        # Modify cache file
        result2 = "Cached result"
        cache_file.seek(0)
        cache_file.write(result2)
        cache_file.seek(0)  # Move to the start of the file
        assert cache_file.read() == result2

        # Call the decorated function again with force update (should get result from function)
        result = my_function(until_date=until_date, force_update=True)  # type: ignore[call-arg]
        assert result == result1

        # Assure result was written to the same cache file
        cache_file.seek(0)  # Move to the start of the file
        assert cache_file.read() == result1

    def test_cache_in_file_handles_ttl_in_call(self, cache_file_store):
        """Test that the cache_infile decorator handles the with_ttl parameter in decorator."""

        # Define a simple function to decorate
        @cache_in_file(mode="w+")
        def my_function():
            return "New result"

        # Call the decorated function
        result1 = my_function(with_ttl="1 second")  # type: ignore[call-arg]
        assert result1 == "New result"
        assert len(cache_file_store._store) == 1
        key = list(cache_file_store._store.keys())[0]

        # Assert result was written to cache file
        key = next(iter(cache_file_store._store))
        cache_file = cache_file_store._store[key].cache_file
        assert cache_file is not None
        cache_file.seek(0)  # Move to the start of the file
        assert cache_file.read() == result1

        # Modify cache file
        result2 = "Cached result"
        cache_file.seek(0)
        cache_file.write(result2)
        cache_file.seek(0)  # Move to the start of the file
        assert cache_file.read() == result2

        # Call the decorated function again
        result = my_function(with_ttl="1 second")  # type: ignore[call-arg]
        cache_file.seek(0)  # Move to the start of the file
        assert cache_file.read() == result2
        assert result == result2

        # Wait one second to let the cache time out
        sleep(2)

        # Call again - cache should be timed out
        result = my_function(with_ttl="1 second")  # type: ignore[call-arg]
        assert result == result1

    def test_cache_in_file_handles_ttl_in_decorator(self, cache_file_store):
        """Test that the cache_infile decorator handles the with_ttl parameter in call."""

        # Define a simple function to decorate
        @cache_in_file(mode="w+", with_ttl="1 second")
        def my_function():
            return "New result"

        # Call the decorated function
        result1 = my_function()
        assert result1 == "New result"
        assert len(cache_file_store._store) == 1
        key = list(cache_file_store._store.keys())[0]

        # Assert result was written to cache file
        key = next(iter(cache_file_store._store))
        cache_file = cache_file_store._store[key].cache_file
        assert cache_file is not None
        cache_file.seek(0)  # Move to the start of the file
        assert cache_file.read() == result1

        # Modify cache file
        result2 = "Cached result"
        cache_file.seek(0)
        cache_file.write(result2)
        cache_file.seek(0)  # Move to the start of the file
        assert cache_file.read() == result2

        # Call the decorated function again
        result = my_function(with_ttl="1 second")  # type: ignore[call-arg]
        cache_file.seek(0)  # Move to the start of the file
        assert cache_file.read() == result2
        assert result == result2

        # Wait one second to let the cache time out
        sleep(2)

        # Call again - cache should be timed out
        result = my_function(with_ttl="1 second")  # type: ignore[call-arg]
        assert result == result1

    def test_cache_in_file_handles_bytes_return(self, cache_file_store):
        """Test that the cache_infile decorator handles bytes returned from the function."""
        # Clear store to assure it is empty
        cache_file_store.clear(clear_all=True)
        assert len(cache_file_store._store) == 0

        # Define a function that returns bytes
        @cache_in_file()
        def my_function(until_date=None) -> bytes:
            return b"Some binary data"

        # Call the decorated function
        result = my_function(until_date=datetime.now() + timedelta(days=1))

        # Check if the binary data was written to the cache file
        key = next(iter(cache_file_store._store))
        cache_file = cache_file_store._store[key].cache_file
        assert len(cache_file_store._store) == 1
        assert cache_file is not None
        cache_file.seek(0)
        result1 = pickle.load(cache_file)
        assert result1 == result

        # Access cache
        result = my_function(until_date=datetime.now() + timedelta(days=1))
        assert len(cache_file_store._store) == 1
        assert cache_file_store._store[key].cache_file is not None
        assert result1 == result