"""
Dictionary union operators (`|` and `|=`, introduced in Python 3.9 via PEP 584)
provide clean syntax for merging dictionaries.

The binary operator `|` creates a new dictionary combining keys and values from
both operands without mutating either one. The in-place operator `|=` updates the
left-hand dictionary in place. When duplicate keys exist, the right-hand operand's
value takes precedence.
"""

from typing import Any


def cascade_config(base: dict[str, Any], *overrides: dict[str, Any]) -> dict[str, Any]:
    """Cascade configuration layers without mutating input dictionaries.

    Later layers override earlier ones, returning a freshly merged dictionary.
    """
    merged = base.copy()
    for override in overrides:
        merged |= override
    return merged


def apply_patch(record: dict[str, Any], patch: dict[str, Any]) -> None:
    """Apply a partial update in-place to an existing record using |=."""
    record |= patch


def main() -> None:
    # 1. Non-mutating dictionary union (|)
    dict1 = {"a": 1, "b": 2}
    dict2 = {"c": 3, "d": 4}
    merged = dict1 | dict2
    assert merged == {"a": 1, "b": 2, "c": 3, "d": 4}
    # Original dictionaries remain untouched
    assert dict1 == {"a": 1, "b": 2}
    assert dict2 == {"c": 3, "d": 4}

    # 2. Overlapping key precedence: right operand overrides left operand
    dict3 = {"a": 1, "b": 2, "c": 3}
    dict4 = {"b": 20, "c": 30, "d": 4}
    merged2 = dict3 | dict4
    assert merged2 == {"a": 1, "b": 20, "c": 30, "d": 4}

    # Order matters: left is the base, right is the override
    merged3 = dict4 | dict3
    assert merged3 == {"b": 2, "c": 3, "d": 4, "a": 1}

    # 3. In-place dictionary union (|=)
    # Mutates the left operand in place, leaving the right operand unchanged
    dict5 = {"a": 1, "b": 2}
    dict6 = {"b": 20, "c": 3}
    dict5 |= dict6
    assert dict5 == {"a": 1, "b": 20, "c": 3}
    assert dict6 == {"b": 20, "c": 3}

    # 4. Chained unions
    dict_a = {"x": 1}
    dict_b = {"y": 2}
    dict_c = {"z": 3, "x": 10}
    combined = dict_a | dict_b | dict_c
    assert combined == {"x": 10, "y": 2, "z": 3}

    # 5. Empty dictionaries and dict() constructors
    empty: dict[str, int] = {}
    assert empty | {"a": 1} == {"a": 1}
    assert dict(a=1, b=2) | dict(c=3) == {"a": 1, "b": 2, "c": 3}

    # 6. Practical engineering: Cascading configuration layers
    default_config = {"timeout": 30, "retries": 3, "debug": False, "log_level": "INFO"}
    env_config = {"debug": True}
    cli_config = {"timeout": 60, "log_level": "DEBUG"}

    active_config = cascade_config(default_config, env_config, cli_config)
    assert active_config == {
        "timeout": 60,  # Overridden by CLI
        "retries": 3,  # Retained from defaults
        "debug": True,  # Overridden by environment
        "log_level": "DEBUG",  # Overridden by CLI
    }
    # Verified: default_config was never mutated
    assert default_config["timeout"] == 30
    assert default_config["debug"] is False

    # 7. Practical engineering: Applying in-place record patches
    user_record = {"id": 100, "name": "Jane", "status": "active", "login_count": 5}
    patch_data = {"status": "inactive", "login_count": 6}
    apply_patch(user_record, patch_data)
    assert user_record == {"id": 100, "name": "Jane", "status": "inactive", "login_count": 6}

    # 8. Type safety: Unions require both operands to be dict instances
    error_raised = False
    try:
        dict1 | [("c", 3)]  # type: ignore [operator]
    except TypeError:
        error_raised = True
    assert error_raised is True

    # Non-dict compatible mappings must be converted explicitly
    assert dict1 | dict([("c", 3)]) == {"a": 1, "b": 2, "c": 3}

    # 9. Comparison with pre-3.9 approaches
    # Traditional update() mutated in place and returned None (no chaining):
    legacy_dict = {"a": 1}
    legacy_dict.update({"b": 2})
    assert legacy_dict == {"a": 1, "b": 2}

    # Traditional unpacking syntax was verbose:
    legacy_unpacking = {**{"a": 1}, **{"b": 2}}
    assert legacy_unpacking == {"a": 1, "b": 2}


if __name__ == "__main__":
    main()