Source code for searx.botdetection.config

# SPDX-License-Identifier: AGPL-3.0-or-later
"""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
from typing import Any

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>')


[docs] 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]}"
[docs] 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) def __getitem__(self, key: str) -> Any: return self.get(key)
[docs] 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)
[docs] def update(self, upd_cfg: dict): """Update this configuration by ``upd_cfg``.""" dict_deepupdate(self.cfg, upd_cfg)
[docs] def default(self, name: str): """Returns default value of field ``name`` in ``self.cfg_schema``.""" return value(name, self.cfg_schema)
[docs] def get(self, name: str, default: Any = UNSET, replace: bool = True) -> Any: """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
[docs] 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
[docs] 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))
[docs] 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)