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										 |  |  | # SPDX-License-Identifier: AGPL-3.0-or-later | 
					
						
							|  |  |  | # lint: pylint | 
					
						
							|  |  |  | """Configuration class :py:class:`Config` with deep-update, schema validation
 | 
					
						
							|  |  |  | and deprecated names. | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | The :py:class:`Config` class implements a configuration that is based on | 
					
						
							|  |  |  | structured dictionaries.  The configuration schema is defined in a dictionary | 
					
						
							|  |  |  | structure and the configuration data is given in a dictionary structure. | 
					
						
							|  |  |  | """
 | 
					
						
							|  |  |  | from __future__ import annotations | 
					
						
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										 |  |  | from typing import Any | 
					
						
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										 |  |  | 
 | 
					
						
							|  |  |  | import copy | 
					
						
							|  |  |  | import typing | 
					
						
							|  |  |  | import logging | 
					
						
							|  |  |  | import pathlib | 
					
						
							|  |  |  | import pytomlpp as toml | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | __all__ = ['Config', 'UNSET', 'SchemaIssue'] | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | log = logging.getLogger(__name__) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | class FALSE: | 
					
						
							|  |  |  |     """Class of ``False`` singelton""" | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     # pylint: disable=multiple-statements | 
					
						
							|  |  |  |     def __init__(self, msg): | 
					
						
							|  |  |  |         self.msg = msg | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     def __bool__(self): | 
					
						
							|  |  |  |         return False | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     def __str__(self): | 
					
						
							|  |  |  |         return self.msg | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     __repr__ = __str__ | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | UNSET = FALSE('<UNSET>') | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | class SchemaIssue(ValueError): | 
					
						
							|  |  |  |     """Exception to store and/or raise a message from a schema issue.""" | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     def __init__(self, level: typing.Literal['warn', 'invalid'], msg: str): | 
					
						
							|  |  |  |         self.level = level | 
					
						
							|  |  |  |         super().__init__(msg) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     def __str__(self): | 
					
						
							|  |  |  |         return f"[cfg schema {self.level}] {self.args[0]}" | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | class Config: | 
					
						
							|  |  |  |     """Base class used for configuration""" | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     UNSET = UNSET | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     @classmethod | 
					
						
							|  |  |  |     def from_toml(cls, schema_file: pathlib.Path, cfg_file: pathlib.Path, deprecated: dict) -> Config: | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         # init schema | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         log.debug("load schema file: %s", schema_file) | 
					
						
							|  |  |  |         cfg = cls(cfg_schema=toml.load(schema_file), deprecated=deprecated) | 
					
						
							|  |  |  |         if not cfg_file.exists(): | 
					
						
							|  |  |  |             log.warning("missing config file: %s", cfg_file) | 
					
						
							|  |  |  |             return cfg | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         # load configuration | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         log.debug("load config file: %s", cfg_file) | 
					
						
							|  |  |  |         try: | 
					
						
							|  |  |  |             upd_cfg = toml.load(cfg_file) | 
					
						
							|  |  |  |         except toml.DecodeError as exc: | 
					
						
							|  |  |  |             msg = str(exc).replace('\t', '').replace('\n', ' ') | 
					
						
							|  |  |  |             log.error("%s: %s", cfg_file, msg) | 
					
						
							|  |  |  |             raise | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         is_valid, issue_list = cfg.validate(upd_cfg) | 
					
						
							|  |  |  |         for msg in issue_list: | 
					
						
							|  |  |  |             log.error(str(msg)) | 
					
						
							|  |  |  |         if not is_valid: | 
					
						
							|  |  |  |             raise TypeError(f"schema of {cfg_file} is invalid!") | 
					
						
							|  |  |  |         cfg.update(upd_cfg) | 
					
						
							|  |  |  |         return cfg | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     def __init__(self, cfg_schema: typing.Dict, deprecated: typing.Dict[str, str]): | 
					
						
							|  |  |  |         """Construtor of class Config.
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         :param cfg_schema: Schema of the configuration | 
					
						
							|  |  |  |         :param deprecated: dictionary that maps deprecated configuration names to a messages | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         These values are needed for validation, see :py:obj:`validate`. | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         """
 | 
					
						
							|  |  |  |         self.cfg_schema = cfg_schema | 
					
						
							|  |  |  |         self.deprecated = deprecated | 
					
						
							|  |  |  |         self.cfg = copy.deepcopy(cfg_schema) | 
					
						
							|  |  |  | 
 | 
					
						
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										 |  |  |     def __getitem__(self, key: str) -> Any: | 
					
						
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										 |  |  |         return self.get(key) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     def validate(self, cfg: dict): | 
					
						
							|  |  |  |         """Validation of dictionary ``cfg`` on :py:obj:`Config.SCHEMA`.
 | 
					
						
							|  |  |  |         Validation is done by :py:obj:`validate`."""
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         return validate(self.cfg_schema, cfg, self.deprecated) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     def update(self, upd_cfg: dict): | 
					
						
							|  |  |  |         """Update this configuration by ``upd_cfg``.""" | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         dict_deepupdate(self.cfg, upd_cfg) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     def default(self, name: str): | 
					
						
							|  |  |  |         """Returns default value of field ``name`` in ``self.cfg_schema``.""" | 
					
						
							|  |  |  |         return value(name, self.cfg_schema) | 
					
						
							|  |  |  | 
 | 
					
						
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										 |  |  |     def get(self, name: str, default: Any = UNSET, replace: bool = True) -> Any: | 
					
						
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										 |  |  |         """Returns the value to which ``name`` points in the configuration.
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         If there is no such ``name`` in the config and the ``default`` is | 
					
						
							|  |  |  |         :py:obj:`UNSET`, a :py:obj:`KeyError` is raised. | 
					
						
							|  |  |  |         """
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         parent = self._get_parent_dict(name) | 
					
						
							|  |  |  |         val = parent.get(name.split('.')[-1], UNSET) | 
					
						
							|  |  |  |         if val is UNSET: | 
					
						
							|  |  |  |             if default is UNSET: | 
					
						
							|  |  |  |                 raise KeyError(name) | 
					
						
							|  |  |  |             val = default | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         if replace and isinstance(val, str): | 
					
						
							|  |  |  |             val = val % self | 
					
						
							|  |  |  |         return val | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     def set(self, name: str, val): | 
					
						
							|  |  |  |         """Set the value to which ``name`` points in the configuration.
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         If there is no such ``name`` in the config, a :py:obj:`KeyError` is | 
					
						
							|  |  |  |         raised. | 
					
						
							|  |  |  |         """
 | 
					
						
							|  |  |  |         parent = self._get_parent_dict(name) | 
					
						
							|  |  |  |         parent[name.split('.')[-1]] = val | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     def _get_parent_dict(self, name): | 
					
						
							|  |  |  |         parent_name = '.'.join(name.split('.')[:-1]) | 
					
						
							|  |  |  |         if parent_name: | 
					
						
							|  |  |  |             parent = value(parent_name, self.cfg) | 
					
						
							|  |  |  |         else: | 
					
						
							|  |  |  |             parent = self.cfg | 
					
						
							|  |  |  |         if (parent is UNSET) or (not isinstance(parent, dict)): | 
					
						
							|  |  |  |             raise KeyError(parent_name) | 
					
						
							|  |  |  |         return parent | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     def path(self, name: str, default=UNSET): | 
					
						
							|  |  |  |         """Get a :py:class:`pathlib.Path` object from a config string.""" | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         val = self.get(name, default) | 
					
						
							|  |  |  |         if val is UNSET: | 
					
						
							|  |  |  |             if default is UNSET: | 
					
						
							|  |  |  |                 raise KeyError(name) | 
					
						
							|  |  |  |             return default | 
					
						
							|  |  |  |         return pathlib.Path(str(val)) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     def pyobj(self, name, default=UNSET): | 
					
						
							|  |  |  |         """Get python object refered by full qualiffied name (FQN) in the config
 | 
					
						
							|  |  |  |         string."""
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         fqn = self.get(name, default) | 
					
						
							|  |  |  |         if fqn is UNSET: | 
					
						
							|  |  |  |             if default is UNSET: | 
					
						
							|  |  |  |                 raise KeyError(name) | 
					
						
							|  |  |  |             return default | 
					
						
							|  |  |  |         (modulename, name) = str(fqn).rsplit('.', 1) | 
					
						
							|  |  |  |         m = __import__(modulename, {}, {}, [name], 0) | 
					
						
							|  |  |  |         return getattr(m, name) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | # working with dictionaries | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | def value(name: str, data_dict: dict): | 
					
						
							|  |  |  |     """Returns the value to which ``name`` points in the ``dat_dict``.
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     .. code: python | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         >>> data_dict = { | 
					
						
							|  |  |  |                 "foo": {"bar": 1 }, | 
					
						
							|  |  |  |                 "bar": {"foo": 2 }, | 
					
						
							|  |  |  |                 "foobar": [1, 2, 3], | 
					
						
							|  |  |  |             } | 
					
						
							|  |  |  |         >>> value('foobar', data_dict) | 
					
						
							|  |  |  |         [1, 2, 3] | 
					
						
							|  |  |  |         >>> value('foo.bar', data_dict) | 
					
						
							|  |  |  |         1 | 
					
						
							|  |  |  |         >>> value('foo.bar.xxx', data_dict) | 
					
						
							|  |  |  |         <UNSET> | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     """
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     ret_val = data_dict | 
					
						
							|  |  |  |     for part in name.split('.'): | 
					
						
							|  |  |  |         if isinstance(ret_val, dict): | 
					
						
							|  |  |  |             ret_val = ret_val.get(part, UNSET) | 
					
						
							|  |  |  |         if ret_val is UNSET: | 
					
						
							|  |  |  |             break | 
					
						
							|  |  |  |     return ret_val | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | def validate( | 
					
						
							|  |  |  |     schema_dict: typing.Dict, data_dict: typing.Dict, deprecated: typing.Dict[str, str] | 
					
						
							|  |  |  | ) -> typing.Tuple[bool, list]: | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     """Deep validation of dictionary in ``data_dict`` against dictionary in
 | 
					
						
							|  |  |  |     ``schema_dict``.  Argument deprecated is a dictionary that maps deprecated | 
					
						
							|  |  |  |     configuration names to a messages:: | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         deprecated = { | 
					
						
							|  |  |  |             "foo.bar" : "config 'foo.bar' is deprecated, use 'bar.foo'", | 
					
						
							|  |  |  |             "..."     : "..." | 
					
						
							|  |  |  |         } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     The function returns a python tuple ``(is_valid, issue_list)``: | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     ``is_valid``: | 
					
						
							|  |  |  |       A bool value indicating ``data_dict`` is valid or not. | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     ``issue_list``: | 
					
						
							|  |  |  |       A list of messages (:py:obj:`SchemaIssue`) from the validation:: | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |           [schema warn] data_dict: deprecated 'fontlib.foo': <DEPRECATED['foo.bar']> | 
					
						
							|  |  |  |           [schema invalid] data_dict: key unknown 'fontlib.foo' | 
					
						
							|  |  |  |           [schema invalid] data_dict: type mismatch 'fontlib.foo': expected ..., is ... | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     If ``schema_dict`` or ``data_dict`` is not a dictionary type a | 
					
						
							|  |  |  |     :py:obj:`SchemaIssue` is raised. | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     """
 | 
					
						
							|  |  |  |     names = [] | 
					
						
							|  |  |  |     is_valid = True | 
					
						
							|  |  |  |     issue_list = [] | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     if not isinstance(schema_dict, dict): | 
					
						
							|  |  |  |         raise SchemaIssue('invalid', "schema_dict is not a dict type") | 
					
						
							|  |  |  |     if not isinstance(data_dict, dict): | 
					
						
							|  |  |  |         raise SchemaIssue('invalid', f"data_dict issue{'.'.join(names)} is not a dict type") | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     is_valid, issue_list = _validate(names, issue_list, schema_dict, data_dict, deprecated) | 
					
						
							|  |  |  |     return is_valid, issue_list | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | def _validate( | 
					
						
							|  |  |  |     names: typing.List, | 
					
						
							|  |  |  |     issue_list: typing.List, | 
					
						
							|  |  |  |     schema_dict: typing.Dict, | 
					
						
							|  |  |  |     data_dict: typing.Dict, | 
					
						
							|  |  |  |     deprecated: typing.Dict[str, str], | 
					
						
							|  |  |  | ) -> typing.Tuple[bool, typing.List]: | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     is_valid = True | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     for key, data_value in data_dict.items(): | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         names.append(key) | 
					
						
							|  |  |  |         name = '.'.join(names) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         deprecated_msg = deprecated.get(name) | 
					
						
							|  |  |  |         # print("XXX %s: key %s //   data_value: %s" % (name, key, data_value)) | 
					
						
							|  |  |  |         if deprecated_msg: | 
					
						
							|  |  |  |             issue_list.append(SchemaIssue('warn', f"data_dict '{name}': deprecated - {deprecated_msg}")) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         schema_value = value(name, schema_dict) | 
					
						
							|  |  |  |         # print("YYY %s: key %s // schema_value: %s" % (name, key, schema_value)) | 
					
						
							|  |  |  |         if schema_value is UNSET: | 
					
						
							|  |  |  |             if not deprecated_msg: | 
					
						
							|  |  |  |                 issue_list.append(SchemaIssue('invalid', f"data_dict '{name}': key unknown in schema_dict")) | 
					
						
							|  |  |  |                 is_valid = False | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         elif type(schema_value) != type(data_value):  # pylint: disable=unidiomatic-typecheck | 
					
						
							|  |  |  |             issue_list.append( | 
					
						
							|  |  |  |                 SchemaIssue( | 
					
						
							|  |  |  |                     'invalid', | 
					
						
							|  |  |  |                     (f"data_dict: type mismatch '{name}':" f" expected {type(schema_value)}, is: {type(data_value)}"), | 
					
						
							|  |  |  |                 ) | 
					
						
							|  |  |  |             ) | 
					
						
							|  |  |  |             is_valid = False | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         elif isinstance(data_value, dict): | 
					
						
							|  |  |  |             _valid, _ = _validate(names, issue_list, schema_dict, data_value, deprecated) | 
					
						
							|  |  |  |             is_valid = is_valid and _valid | 
					
						
							|  |  |  |         names.pop() | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     return is_valid, issue_list | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | def dict_deepupdate(base_dict: dict, upd_dict: dict, names=None): | 
					
						
							|  |  |  |     """Deep-update of dictionary in ``base_dict`` by dictionary in ``upd_dict``.
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     For each ``upd_key`` & ``upd_val`` pair in ``upd_dict``: | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     0. If types of ``base_dict[upd_key]`` and ``upd_val`` do not match raise a | 
					
						
							|  |  |  |        :py:obj:`TypeError`. | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     1. If ``base_dict[upd_key]`` is a dict: recursively deep-update it by ``upd_val``. | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     2. If ``base_dict[upd_key]`` not exist: set ``base_dict[upd_key]`` from a | 
					
						
							|  |  |  |        (deep-) copy of ``upd_val``. | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     3. If ``upd_val`` is a list, extend list in ``base_dict[upd_key]`` by the | 
					
						
							|  |  |  |        list in ``upd_val``. | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     4. If ``upd_val`` is a set, update set in ``base_dict[upd_key]`` by set in | 
					
						
							|  |  |  |        ``upd_val``. | 
					
						
							|  |  |  |     """
 | 
					
						
							|  |  |  |     # pylint: disable=too-many-branches | 
					
						
							|  |  |  |     if not isinstance(base_dict, dict): | 
					
						
							|  |  |  |         raise TypeError("argument 'base_dict' is not a ditionary type") | 
					
						
							|  |  |  |     if not isinstance(upd_dict, dict): | 
					
						
							|  |  |  |         raise TypeError("argument 'upd_dict' is not a ditionary type") | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     if names is None: | 
					
						
							|  |  |  |         names = [] | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     for upd_key, upd_val in upd_dict.items(): | 
					
						
							|  |  |  |         # For each upd_key & upd_val pair in upd_dict: | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         if isinstance(upd_val, dict): | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |             if upd_key in base_dict: | 
					
						
							|  |  |  |                 # if base_dict[upd_key] exists, recursively deep-update it | 
					
						
							|  |  |  |                 if not isinstance(base_dict[upd_key], dict): | 
					
						
							|  |  |  |                     raise TypeError(f"type mismatch {'.'.join(names)}: is not a dict type in base_dict") | 
					
						
							|  |  |  |                 dict_deepupdate( | 
					
						
							|  |  |  |                     base_dict[upd_key], | 
					
						
							|  |  |  |                     upd_val, | 
					
						
							|  |  |  |                     names | 
					
						
							|  |  |  |                     + [ | 
					
						
							|  |  |  |                         upd_key, | 
					
						
							|  |  |  |                     ], | 
					
						
							|  |  |  |                 ) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |             else: | 
					
						
							|  |  |  |                 # if base_dict[upd_key] not exist, set base_dict[upd_key] from deepcopy of upd_val | 
					
						
							|  |  |  |                 base_dict[upd_key] = copy.deepcopy(upd_val) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         elif isinstance(upd_val, list): | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |             if upd_key in base_dict: | 
					
						
							|  |  |  |                 # if base_dict[upd_key] exists, base_dict[up_key] is extended by | 
					
						
							|  |  |  |                 # the list from upd_val | 
					
						
							|  |  |  |                 if not isinstance(base_dict[upd_key], list): | 
					
						
							|  |  |  |                     raise TypeError(f"type mismatch {'.'.join(names)}: is not a list type in base_dict") | 
					
						
							|  |  |  |                 base_dict[upd_key].extend(upd_val) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |             else: | 
					
						
							|  |  |  |                 # if base_dict[upd_key] doesn't exists, set base_dict[key] from a deepcopy of the | 
					
						
							|  |  |  |                 # list in upd_val. | 
					
						
							|  |  |  |                 base_dict[upd_key] = copy.deepcopy(upd_val) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         elif isinstance(upd_val, set): | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |             if upd_key in base_dict: | 
					
						
							|  |  |  |                 # if base_dict[upd_key] exists, base_dict[up_key] is updated by the set in upd_val | 
					
						
							|  |  |  |                 if not isinstance(base_dict[upd_key], set): | 
					
						
							|  |  |  |                     raise TypeError(f"type mismatch {'.'.join(names)}: is not a set type in base_dict") | 
					
						
							|  |  |  |                 base_dict[upd_key].update(upd_val.copy()) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |             else: | 
					
						
							|  |  |  |                 # if base_dict[upd_key] doesn't exists, set base_dict[upd_key] from a copy of the | 
					
						
							|  |  |  |                 # set in upd_val | 
					
						
							|  |  |  |                 base_dict[upd_key] = upd_val.copy() | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         else: | 
					
						
							|  |  |  |             # for any other type of upd_val replace or add base_dict[upd_key] by a copy | 
					
						
							|  |  |  |             # of upd_val | 
					
						
							|  |  |  |             base_dict[upd_key] = copy.copy(upd_val) |