<filename>spacy_loggers/util.py
"""
Configuration utilities copied from spacy.util.
"""
from typing import Dict, Any, Iterator, Tuple, List


def walk_dict(
    node: Dict[str, Any], parent: List[str] = []
) -> Iterator[Tuple[List[str], Any]]:
    """Walk a dict and yield the path and values of the leaves."""
    for key, value in node.items():
        key_parent = [*parent, key]
        if isinstance(value, dict):
            yield from walk_dict(value, key_parent)
        else:
            yield (key_parent, value)


def dot_to_dict(values: Dict[str, Any]) -> Dict[str, dict]:
    """Convert dot notation to a dict. For example: {"token.pos": True,
    "token._.xyz": True} becomes {"token": {"pos": True, "_": {"xyz": True }}}.

    values (Dict[str, Any]): The key/value pairs to convert.
    RETURNS (Dict[str, dict]): The converted values.
    """
    result = {}
    for key, value in values.items():
        path = result
        parts = key.lower().split(".")
        for i, item in enumerate(parts):
            is_last = i == len(parts) - 1
            path = path.setdefault(item, value if is_last else {})
    return result


def dict_to_dot(obj: Dict[str, dict]) -> Dict[str, Any]:
    """Convert dot notation to a dict. For example: {"token": {"pos": True,
    "_": {"xyz": True }}} becomes {"token.pos": True, "token._.xyz": True}.

    values (Dict[str, dict]): The dict to convert.
    RETURNS (Dict[str, Any]): The key/value pairs.
    """
    return {".".join(key): value for key, value in walk_dict(obj)}

<filename>spacy_loggers/util.py
"""
Configuration utilities copied from spacy.util.
"""
from typing import Dict, Any, Iterator, Tuple, List


def walk_dict(
    node: Dict[str, Any], parent: List[str] = []
) -> Iterator[Tuple[List[str], Any]]:
    """Walk a dict and yield the path and values of the leaves."""
    for key, value in node.items():
        key_parent = [*parent, key]
        if isinstance(value, dict):
            yield from walk_dict(value, key_parent)
        else:
            yield (key_parent, value)


def dot_to_dict(values: Dict[str, Any]) -> Dict[str, dict]:
    """Convert dot notation to a dict. For example: {"token.pos": True,
    "token._.xyz": True} becomes {"token": {"pos": True, "_": {"xyz": True }}}.

    values (Dict[str, Any]): The key/value pairs to convert.
    RETURNS (Dict[str, dict]): The converted values.
    """
    result = {}
    for key, value in values.items():
        path = result
        parts = key.lower().split(".")
        for i, item in enumerate(parts):
            is_last = i == len(parts) - 1
            path = path.setdefault(item, value if is_last else {})
    return result


def dict_to_dot(obj: Dict[str, dict]) -> Dict[str, Any]:
    """Convert dot notation to a dict. For example: {"token": {"pos": True,
    "_": {"xyz": True }}} becomes {"token.pos": True, "token._.xyz": True}.

    values (Dict[str, dict]): The dict to convert.
    RETURNS (Dict[str, Any]): The key/value pairs.
    """
    return {".".join(key): value for key, value in walk_dict(obj)}

Configuration utilities copied from spacy.util. Walk a dict and yield the path and values of the leaves. Convert dot notation to a dict. For example: {"token.pos": True,     "token._.xyz": True} becomes {"token": {"pos": True, "_": {"xyz": True }}}.      values (Dict[str, Any]): The key/value pairs to convert.     RETURNS (Dict[str, dict]): The converted values. Convert dot notation to a dict. For example: {"token": {"pos": True,     "_": {"xyz": True }}} becomes {"token.pos": True, "token._.xyz": True}.      values (Dict[str, dict]): The dict to convert.     RETURNS (Dict[str, Any]): The key/value pairs.