| |
| |
| """ |
| A generalized application configuration utility. |
| |
| Features include: |
| - lazy eval |
| - merges configuration files |
| - parameter type validation, with custom validation |
| - parameter aliases |
| |
| Easily extensible to other source formats, e.g. json and ini |
| |
| """ |
|
|
| from __future__ import annotations |
|
|
| import copy |
| import sys |
| from abc import ABCMeta, abstractmethod |
| from collections import defaultdict |
| from collections.abc import Mapping |
| from enum import Enum, EnumMeta |
| from functools import cache, wraps |
| from itertools import chain |
| from logging import getLogger |
| from os import environ |
| from os.path import expandvars |
| from pathlib import Path |
| from re import IGNORECASE, VERBOSE, compile |
| from string import Template |
| from typing import TYPE_CHECKING |
|
|
| from boltons.setutils import IndexedSet |
| from frozendict import deepfreeze, frozendict |
| from frozendict import getFreezeConversionMap as _getFreezeConversionMap |
| from frozendict import register as _register |
| from ruamel.yaml.comments import CommentedMap, CommentedSeq |
| from ruamel.yaml.reader import ReaderError |
| from ruamel.yaml.scanner import ScannerError |
|
|
| from .. import CondaError, CondaMultiError |
| from ..auxlib.collection import AttrDict, first, last |
| from ..auxlib.exceptions import ThisShouldNeverHappenError |
| from ..auxlib.type_coercion import TypeCoercionError, typify, typify_data_structure |
| from ..base.constants import CMD_LINE_SOURCE, ENV_VARS_SOURCE |
| from ..common.iterators import unique |
| from .compat import isiterable, primitive_types |
| from .constants import NULL |
| from .serialize import yaml |
|
|
| if Enum not in _getFreezeConversionMap(): |
| |
| |
| _register(Enum, lambda x: x) |
|
|
| del _getFreezeConversionMap |
| del _register |
|
|
| if TYPE_CHECKING: |
| from collections.abc import Hashable, Iterable, Sequence |
| from re import Match |
| from typing import Any, Final |
|
|
| from ..common.path import PathsType |
|
|
| log = getLogger(__name__) |
|
|
| EMPTY_MAP = frozendict() |
|
|
|
|
| def pretty_list(iterable, padding=" "): |
| if not isiterable(iterable): |
| iterable = [iterable] |
| try: |
| return "\n".join(f"{padding}- {item}" for item in iterable) |
| except TypeError: |
| return pretty_list([iterable], padding) |
|
|
|
|
| def pretty_map(dictionary, padding=" "): |
| return "\n".join(f"{padding}{key}: {value}" for key, value in dictionary.items()) |
|
|
|
|
| def expand_environment_variables(unexpanded): |
| if isinstance(unexpanded, (str, bytes)): |
| return expandvars(unexpanded) |
| else: |
| return unexpanded |
|
|
|
|
| class ConfigurationError(CondaError): |
| pass |
|
|
|
|
| class ConfigurationLoadError(ConfigurationError): |
| def __init__(self, path, message_addition="", **kwargs): |
| message = "Unable to load configuration file.\n path: %(path)s\n" |
| super().__init__(message + message_addition, path=path, **kwargs) |
|
|
|
|
| class ValidationError(ConfigurationError): |
| def __init__(self, parameter_name, parameter_value, source, msg=None, **kwargs): |
| self.parameter_name = parameter_name |
| self.parameter_value = parameter_value |
| self.source = source |
| super().__init__(msg, **kwargs) |
|
|
|
|
| class MultipleKeysError(ValidationError): |
| def __init__(self, source, keys, preferred_key): |
| self.source = source |
| self.keys = keys |
| msg = ( |
| f"Multiple aliased keys in file {source}:\n" |
| f"{pretty_list(keys)}\n" |
| f"Must declare only one. Prefer '{preferred_key}'" |
| ) |
| super().__init__(preferred_key, None, source, msg=msg) |
|
|
|
|
| class InvalidTypeError(ValidationError): |
| def __init__( |
| self, parameter_name, parameter_value, source, wrong_type, valid_types, msg=None |
| ): |
| self.wrong_type = wrong_type |
| self.valid_types = valid_types |
| if msg is None: |
| msg = ( |
| f"Parameter {parameter_name} = {parameter_value!r} declared in {source} has type {wrong_type}.\n" |
| f"Valid types:\n{pretty_list(valid_types)}" |
| ) |
| super().__init__(parameter_name, parameter_value, source, msg=msg) |
|
|
|
|
| class CustomValidationError(ValidationError): |
| def __init__(self, parameter_name, parameter_value, source, custom_message): |
| super().__init__( |
| parameter_name, |
| parameter_value, |
| source, |
| msg=( |
| f"Parameter {parameter_name} = {parameter_value!r} declared in " |
| f"{source} is invalid.\n{custom_message}" |
| ), |
| ) |
|
|
|
|
| class MultiValidationError(CondaMultiError, ConfigurationError): |
| def __init__(self, errors, *args, **kwargs): |
| super().__init__(errors, *args, **kwargs) |
|
|
|
|
| def raise_errors(errors): |
| if not errors: |
| return True |
| elif len(errors) == 1: |
| raise errors[0] |
| else: |
| raise MultiValidationError(errors) |
|
|
|
|
| class ParameterFlag(Enum): |
| final = "final" |
| top = "top" |
| bottom = "bottom" |
|
|
| def __str__(self): |
| return f"{self.value}" |
|
|
| @classmethod |
| def from_name(cls, name): |
| return cls[name] |
|
|
| @classmethod |
| def from_value(cls, value): |
| return cls(value) |
|
|
| @classmethod |
| def from_string(cls, string): |
| try: |
| string = string.strip("!#") |
| return cls.from_value(string) |
| except (ValueError, AttributeError): |
| return None |
|
|
|
|
| class RawParameter(metaclass=ABCMeta): |
| def __init__(self, source, key, raw_value): |
| self.source = source |
| self.key = key |
| try: |
| self._raw_value = raw_value.decode("utf-8") |
| except AttributeError: |
| |
| self._raw_value = raw_value |
|
|
| def __repr__(self): |
| return str(vars(self)) |
|
|
| @abstractmethod |
| def value(self, parameter_obj): |
| raise NotImplementedError() |
|
|
| @abstractmethod |
| def keyflag(self): |
| raise NotImplementedError() |
|
|
| @abstractmethod |
| def valueflags(self, parameter_obj): |
| raise NotImplementedError() |
|
|
| @classmethod |
| def make_raw_parameters(cls, source, from_map): |
| if from_map: |
| return {key: cls(source, key, from_map[key]) for key in from_map} |
| return EMPTY_MAP |
|
|
|
|
| class EnvRawParameter(RawParameter): |
| source = ENV_VARS_SOURCE |
|
|
| def value(self, parameter_obj): |
| |
| |
| if hasattr(parameter_obj, "string_delimiter"): |
| if not isinstance(self._raw_value, str): |
| raise TypeError("Value is not a string.") |
| string_delimiter = getattr(parameter_obj, "string_delimiter") |
| |
| return tuple( |
| EnvRawParameter(EnvRawParameter.source, self.key, v) |
| for v in (vv.strip() for vv in self._raw_value.split(string_delimiter)) |
| if v |
| ) |
| else: |
| return self.__important_split_value[0].strip() |
|
|
| def keyflag(self): |
| return ParameterFlag.final if len(self.__important_split_value) >= 2 else None |
|
|
| def valueflags(self, parameter_obj): |
| if hasattr(parameter_obj, "string_delimiter"): |
| string_delimiter = getattr(parameter_obj, "string_delimiter") |
| |
| return tuple("" for _ in self._raw_value.split(string_delimiter)) |
| else: |
| return self.__important_split_value[0].strip() |
|
|
| @property |
| def __important_split_value(self): |
| return self._raw_value.split("!important") |
|
|
| @classmethod |
| def make_raw_parameters(cls, appname): |
| keystart = f"{appname.upper()}_" |
| raw_env = { |
| k.replace(keystart, "", 1).lower(): v |
| for k, v in environ.items() |
| if k.startswith(keystart) |
| } |
| return super().make_raw_parameters(EnvRawParameter.source, raw_env) |
|
|
|
|
| class ArgParseRawParameter(RawParameter): |
| source = CMD_LINE_SOURCE |
|
|
| def value(self, parameter_obj): |
| |
| |
| if isiterable(self._raw_value): |
| children_values = [] |
| for i in range(len(self._raw_value)): |
| children_values.append( |
| ArgParseRawParameter(self.source, self.key, self._raw_value[i]) |
| ) |
| return tuple(children_values) |
| else: |
| return deepfreeze(self._raw_value) |
|
|
| def keyflag(self): |
| return None |
|
|
| def valueflags(self, parameter_obj): |
| return None if isinstance(parameter_obj, PrimitiveLoadedParameter) else () |
|
|
| @classmethod |
| def make_raw_parameters(cls, args_from_argparse): |
| return super().make_raw_parameters( |
| ArgParseRawParameter.source, args_from_argparse |
| ) |
|
|
|
|
| class YamlRawParameter(RawParameter): |
| |
|
|
| def __init__(self, source, key, raw_value, key_comment): |
| self._key_comment = key_comment |
| super().__init__(source, key, raw_value) |
|
|
| if isinstance(self._raw_value, CommentedSeq): |
| value_comments = self._get_yaml_list_comments(self._raw_value) |
| self._value_flags = tuple( |
| ParameterFlag.from_string(s) for s in value_comments |
| ) |
| children_values = [] |
| for i in range(len(self._raw_value)): |
| children_values.append( |
| YamlRawParameter( |
| self.source, self.key, self._raw_value[i], value_comments[i] |
| ) |
| ) |
| self._value = tuple(children_values) |
| elif isinstance(self._raw_value, CommentedMap): |
| value_comments = self._get_yaml_map_comments(self._raw_value) |
| self._value_flags = { |
| k: ParameterFlag.from_string(v) |
| for k, v in value_comments.items() |
| if v is not None |
| } |
| children_values = {} |
| for k, v in self._raw_value.items(): |
| children_values[k] = YamlRawParameter( |
| self.source, self.key, v, value_comments[k] |
| ) |
| self._value = frozendict(children_values) |
| elif isinstance(self._raw_value, primitive_types): |
| self._value_flags = None |
| self._value = self._raw_value |
| else: |
| print(type(self._raw_value), self._raw_value, file=sys.stderr) |
| raise ThisShouldNeverHappenError() |
|
|
| def value(self, parameter_obj): |
| return self._value |
|
|
| def keyflag(self): |
| return ParameterFlag.from_string(self._key_comment) |
|
|
| def valueflags(self, parameter_obj): |
| return self._value_flags |
|
|
| @staticmethod |
| def _get_yaml_key_comment(commented_dict, key): |
| try: |
| return commented_dict.ca.items[key][2].value.strip() |
| except (AttributeError, KeyError): |
| return None |
|
|
| @classmethod |
| def _get_yaml_list_comments(cls, value): |
| |
| |
| |
| list_comments = [] |
| for i in range(len(value)): |
| try: |
| list_comments.append(cls._get_yaml_list_comment_item(value.ca.items[i])) |
| except (AttributeError, IndexError, KeyError, TypeError): |
| list_comments.append(None) |
| return tuple(list_comments) |
|
|
| @staticmethod |
| def _get_yaml_list_comment_item(item): |
| |
| |
| if item[0]: |
| return item[0].value.strip() or None |
| else: |
| return item[1][0].value.strip() or None |
|
|
| @staticmethod |
| def _get_yaml_map_comments(value): |
| map_comments = {} |
| for key in value: |
| try: |
| map_comments[key] = value.ca.items[key][2].value.strip() or None |
| except (AttributeError, KeyError): |
| map_comments[key] = None |
| return map_comments |
|
|
| @classmethod |
| def make_raw_parameters(cls, source, from_map): |
| if from_map: |
| return { |
| key: cls( |
| source, key, from_map[key], cls._get_yaml_key_comment(from_map, key) |
| ) |
| for key in from_map |
| } |
| return EMPTY_MAP |
|
|
| @classmethod |
| @cache |
| def make_raw_parameters_from_file(cls, filepath): |
| """ |
| Read the provided file path and convert the contents into configuration parameters. |
| |
| This function will cache the result for each filepath. In order to re-read the same |
| file path with updated content, be sure to clear this cache. |
| |
| For example:: |
| |
| YamlRawParameter.cache_clear() |
| """ |
| with open(filepath) as fh: |
| try: |
| yaml_obj = yaml.loads(fh) |
| except ScannerError as err: |
| mark = err.problem_mark |
| raise ConfigurationLoadError( |
| filepath, |
| " reason: invalid yaml at line %(line)s, column %(column)s", |
| line=mark.line, |
| column=mark.column, |
| ) |
| except ReaderError as err: |
| raise ConfigurationLoadError( |
| filepath, |
| " reason: invalid yaml at position %(position)s", |
| position=err.position, |
| ) |
| return cls.make_raw_parameters(filepath, yaml_obj) or EMPTY_MAP |
|
|
| @classmethod |
| def cache_clear(cls) -> None: |
| cls.make_raw_parameters_from_file.cache_clear() |
|
|
|
|
| class DefaultValueRawParameter(RawParameter): |
| """Wraps a default value as a RawParameter, for usage in ParameterLoader.""" |
|
|
| def __init__(self, source, key, raw_value): |
| super().__init__(source, key, raw_value) |
|
|
| if isinstance(self._raw_value, Mapping): |
| children_values = {} |
| for k, v in self._raw_value.items(): |
| children_values[k] = DefaultValueRawParameter(self.source, self.key, v) |
| self._value = frozendict(children_values) |
| elif isiterable(self._raw_value): |
| children_values = [] |
| for i in range(len(self._raw_value)): |
| children_values.append( |
| DefaultValueRawParameter(self.source, self.key, self._raw_value[i]) |
| ) |
| self._value = tuple(children_values) |
| elif isinstance(self._raw_value, ConfigurationObject): |
| self._value = self._raw_value |
| for attr_name, attr_value in vars(self._raw_value).items(): |
| self._value.__setattr__( |
| attr_name, |
| DefaultValueRawParameter(self.source, self.key, attr_value), |
| ) |
| elif isinstance(self._raw_value, Enum): |
| self._value = self._raw_value |
| elif isinstance(self._raw_value, primitive_types): |
| self._value = self._raw_value |
| else: |
| raise ThisShouldNeverHappenError() |
|
|
| def value(self, parameter_obj): |
| return self._value |
|
|
| def keyflag(self): |
| return None |
|
|
| def valueflags(self, parameter_obj): |
| if isinstance(self._raw_value, Mapping): |
| return frozendict() |
| elif isiterable(self._raw_value): |
| return () |
| elif isinstance(self._raw_value, ConfigurationObject): |
| return None |
| elif isinstance(self._raw_value, Enum): |
| return None |
| elif isinstance(self._raw_value, primitive_types): |
| return None |
| else: |
| raise ThisShouldNeverHappenError() |
|
|
|
|
| class LoadedParameter(metaclass=ABCMeta): |
| |
| _type = None |
| |
| |
| _element_type = None |
|
|
| def __init__(self, name, value, key_flag, value_flags, validation=None): |
| """ |
| Represents a Parameter that has been loaded with configuration value. |
| |
| Args: |
| name (str): name of the loaded parameter |
| value (LoadedParameter or primitive): the value of the loaded parameter |
| key_flag (ParameterFlag or None): priority flag for the parameter itself |
| value_flags (Any or None): priority flags for the parameter values |
| validation (callable): Given a parameter value as input, return a boolean indicating |
| validity, or alternately return a string describing an invalid value. |
| """ |
| self._name = name |
| self.value = value |
| self.key_flag = key_flag |
| self.value_flags = value_flags |
| self._validation = validation |
|
|
| def __eq__(self, other): |
| if type(other) is type(self): |
| return self.value == other.value |
| return False |
|
|
| def __hash__(self): |
| return hash(self.value) |
|
|
| def collect_errors(self, instance, typed_value, source="<<merged>>"): |
| """ |
| Validate a LoadedParameter typed value. |
| |
| Args: |
| instance (Configuration): the instance object used to create the LoadedParameter. |
| typed_value (Any): typed value to validate. |
| source (str): string description for the source of the typed_value. |
| """ |
| errors = [] |
| if not isinstance(typed_value, self._type): |
| errors.append( |
| InvalidTypeError( |
| self._name, typed_value, source, type(self.value), self._type |
| ) |
| ) |
| elif self._validation is not None: |
| result = self._validation(typed_value) |
| if result is False: |
| errors.append(ValidationError(self._name, typed_value, source)) |
| elif isinstance(result, str): |
| errors.append( |
| CustomValidationError(self._name, typed_value, source, result) |
| ) |
| return errors |
|
|
| def expand(self): |
| """ |
| Recursively expands any environment values in the Loaded Parameter. |
| |
| Returns LoadedParameter |
| """ |
| |
| |
| if isinstance(self.value, Mapping): |
| new_value = type(self.value)((k, v.expand()) for k, v in self.value.items()) |
| elif isiterable(self.value): |
| new_value = type(self.value)(v.expand() for v in self.value) |
| elif isinstance(self.value, ConfigurationObject): |
| for attr_name, attr_value in vars(self.value).items(): |
| if isinstance(attr_value, LoadedParameter): |
| self.value.__setattr__(attr_name, attr_value.expand()) |
| return self.value |
| else: |
| new_value = expand_environment_variables(self.value) |
| self.value = new_value |
| return self |
|
|
| @abstractmethod |
| def merge(self, matches): |
| """ |
| Recursively merges matches into one LoadedParameter. |
| |
| Args: |
| matches (List<LoadedParameter>): list of matches of this parameter. |
| |
| Returns: LoadedParameter |
| """ |
| raise NotImplementedError() |
|
|
| def typify(self, source): |
| """ |
| Recursively types a LoadedParameter. |
| |
| Args: |
| source (str): string describing the source of the LoadedParameter. |
| |
| Returns: a primitive, sequence, or map representing the typed value. |
| """ |
| element_type = self._element_type |
| try: |
| return LoadedParameter._typify_data_structure( |
| self.value, source, element_type |
| ) |
| except TypeCoercionError as e: |
| msg = str(e) |
| if issubclass(element_type, Enum): |
| choices = ", ".join( |
| map("'{}'".format, element_type.__members__.values()) |
| ) |
| msg += f"\nValid choices for {self._name}: {choices}" |
| raise CustomValidationError(self._name, e.value, source, msg) |
|
|
| @staticmethod |
| def _typify_data_structure(value, source, type_hint=None): |
| if isinstance(value, Mapping): |
| return type(value)((k, v.typify(source)) for k, v in value.items()) |
| elif isiterable(value): |
| return type(value)(v.typify(source) for v in value) |
| elif isinstance(value, ConfigurationObject): |
| for attr_name, attr_value in vars(value).items(): |
| if isinstance(attr_value, LoadedParameter): |
| value.__setattr__(attr_name, attr_value.typify(source)) |
| return value |
| elif ( |
| isinstance(value, str) |
| and isinstance(type_hint, type) |
| and issubclass(type_hint, str) |
| ): |
| |
| |
| |
| return type_hint(value) |
| else: |
| return typify(value, type_hint) |
|
|
| @staticmethod |
| def _match_key_is_important(loaded_parameter): |
| return loaded_parameter.key_flag is ParameterFlag.final |
|
|
| @staticmethod |
| def _first_important_matches(matches): |
| idx = first( |
| enumerate(matches), |
| lambda x: LoadedParameter._match_key_is_important(x[1]), |
| apply=lambda x: x[0], |
| ) |
| return matches if idx is None else matches[: idx + 1] |
|
|
|
|
| class PrimitiveLoadedParameter(LoadedParameter): |
| """ |
| LoadedParameter type that holds a single python primitive value. |
| |
| The python primitive types are str, int, float, complex, bool, and NoneType. In addition, |
| python 2 has long and unicode types. |
| """ |
|
|
| def __init__( |
| self, name, element_type, value, key_flag, value_flags, validation=None |
| ): |
| """ |
| Args: |
| element_type (type or tuple[type]): Type-validation of parameter's value. |
| value (primitive value): primitive python value. |
| """ |
| self._type = element_type |
| self._element_type = element_type |
| super().__init__(name, value, key_flag, value_flags, validation) |
|
|
| def __eq__(self, other): |
| if type(other) is type(self): |
| return self.value == other.value |
| return False |
|
|
| def __hash__(self): |
| return hash(self.value) |
|
|
| def merge(self, matches): |
| important_match = first( |
| matches, LoadedParameter._match_key_is_important, default=None |
| ) |
| if important_match is not None: |
| return important_match |
|
|
| last_match = last(matches, lambda x: x is not None, default=None) |
| if last_match is not None: |
| return last_match |
| raise ThisShouldNeverHappenError() |
|
|
|
|
| class MapLoadedParameter(LoadedParameter): |
| """LoadedParameter type that holds a map (i.e. dict) of LoadedParameters.""" |
|
|
| _type = frozendict |
|
|
| def __init__( |
| self, name, value, element_type, key_flag, value_flags, validation=None |
| ): |
| """ |
| Args: |
| value (Mapping): Map of string keys to LoadedParameter values. |
| element_type (Parameter): The Parameter type that is held in value. |
| value_flags (Mapping): Map of priority value flags. |
| """ |
| self._element_type = element_type |
| super().__init__(name, value, key_flag, value_flags, validation) |
|
|
| def collect_errors(self, instance, typed_value, source="<<merged>>"): |
| errors = super().collect_errors(instance, typed_value, self.value) |
|
|
| |
| if isinstance(self.value, Mapping): |
| for key, value in self.value.items(): |
| errors.extend(value.collect_errors(instance, typed_value[key], source)) |
| return errors |
|
|
| def merge(self, parameters: Sequence[MapLoadedParameter]) -> MapLoadedParameter: |
| |
| |
| parameters = LoadedParameter._first_important_matches(parameters) |
|
|
| |
| for parameter in parameters: |
| if not isinstance(parameter.value, Mapping): |
| raise InvalidTypeError( |
| self.name, |
| parameter.value, |
| parameter.source, |
| parameter.value.__class__.__name__, |
| self._type.__name__, |
| ) |
|
|
| |
| |
| final_map = { |
| key: value |
| for parameter in reversed(parameters) |
| for key, value in parameter.value.items() |
| if parameter.value_flags.get(key) == ParameterFlag.final |
| } |
|
|
| |
| |
| grouped_map = {} |
| for parameter in parameters: |
| for key, value in parameter.value.items(): |
| grouped_map.setdefault(key, []).append(value) |
| merged_map = { |
| key: values[0].merge(values) for key, values in grouped_map.items() |
| } |
|
|
| |
| merged_value = frozendict({**merged_map, **final_map}) |
|
|
| |
| return MapLoadedParameter( |
| self._name, |
| merged_value, |
| self._element_type, |
| self.key_flag, |
| self.value_flags, |
| validation=self._validation, |
| ) |
|
|
|
|
| class SequenceLoadedParameter(LoadedParameter): |
| """LoadedParameter type that holds a sequence (i.e. list) of LoadedParameters.""" |
|
|
| _type = tuple |
|
|
| def __init__( |
| self, name, value, element_type, key_flag, value_flags, validation=None |
| ): |
| """ |
| Args: |
| value (Sequence): Sequence of LoadedParameter values. |
| element_type (Parameter): The Parameter type that is held in the sequence. |
| value_flags (Sequence): Sequence of priority value_flags. |
| """ |
| self._element_type = element_type |
| super().__init__(name, value, key_flag, value_flags, validation) |
|
|
| def collect_errors(self, instance, typed_value, source="<<merged>>"): |
| errors = super().collect_errors(instance, typed_value, self.value) |
| |
| for idx, element in enumerate(self.value): |
| errors.extend(element.collect_errors(instance, typed_value[idx], source)) |
| return errors |
|
|
| def merge(self, matches): |
| |
| |
| relevant_matches_and_values = tuple( |
| (match, match.value) |
| for match in LoadedParameter._first_important_matches(matches) |
| ) |
| for match, value in relevant_matches_and_values: |
| if not isinstance(value, tuple): |
| raise InvalidTypeError( |
| self.name, |
| value, |
| match.source, |
| value.__class__.__name__, |
| self._type.__name__, |
| ) |
|
|
| |
| |
| def get_marked_lines(match, marker): |
| return ( |
| tuple( |
| line |
| for line, flag in zip(match.value, match.value_flags) |
| if flag is marker |
| ) |
| if match |
| else () |
| ) |
|
|
| top_lines = chain.from_iterable( |
| get_marked_lines(m, ParameterFlag.top) |
| for m, _ in relevant_matches_and_values |
| ) |
|
|
| |
| |
| bottom_lines = tuple( |
| chain.from_iterable( |
| get_marked_lines(match, ParameterFlag.bottom) |
| for match, _ in reversed(relevant_matches_and_values) |
| ) |
| ) |
|
|
| |
| |
| all_lines = chain.from_iterable( |
| v for _, v in reversed(relevant_matches_and_values) |
| ) |
|
|
| |
| top_deduped = tuple(unique((*top_lines, *all_lines))) |
|
|
| |
| |
| |
| |
| bottom_deduped = tuple( |
| unique((*reversed(bottom_lines), *reversed(top_deduped))) |
| ) |
| |
| merged_values = tuple(reversed(bottom_deduped)) |
|
|
| return SequenceLoadedParameter( |
| self._name, |
| merged_values, |
| self._element_type, |
| self.key_flag, |
| self.value_flags, |
| validation=self._validation, |
| ) |
|
|
|
|
| class ObjectLoadedParameter(LoadedParameter): |
| """LoadedParameter type that holds a mapping (i.e. object) of LoadedParameters.""" |
|
|
| _type = object |
|
|
| def __init__( |
| self, name, value, element_type, key_flag, value_flags, validation=None |
| ): |
| """ |
| Args: |
| value (Sequence): Object with LoadedParameter fields. |
| element_type (object): The Parameter type that is held in the sequence. |
| value_flags (Sequence): Sequence of priority value_flags. |
| """ |
| self._element_type = element_type |
| super().__init__(name, value, key_flag, value_flags, validation) |
|
|
| def collect_errors(self, instance, typed_value, source="<<merged>>"): |
| errors = super().collect_errors(instance, typed_value, self.value) |
|
|
| |
| if isinstance(self.value, ConfigurationObject): |
| for key, value in vars(self.value).items(): |
| if isinstance(value, LoadedParameter): |
| errors.extend( |
| value.collect_errors(instance, typed_value[key], source) |
| ) |
| return errors |
|
|
| def merge( |
| self, parameters: Sequence[ObjectLoadedParameter] |
| ) -> ObjectLoadedParameter: |
| |
| |
| parameters = LoadedParameter._first_important_matches(parameters) |
|
|
| |
| |
| final_map = { |
| key: value |
| for parameter in reversed(parameters) |
| for key, value in vars(parameter.value).items() |
| if ( |
| isinstance(value, LoadedParameter) |
| and parameter.value_flags.get(key) == ParameterFlag.final |
| ) |
| } |
|
|
| |
| |
| grouped_map = {} |
| for parameter in parameters: |
| for key, value in vars(parameter.value).items(): |
| grouped_map.setdefault(key, []).append(value) |
| merged_map = { |
| key: values[0].merge(values) for key, values in grouped_map.items() |
| } |
|
|
| |
| merged_value = copy.deepcopy(self._element_type) |
| for key, value in {**merged_map, **final_map}.items(): |
| merged_value.__setattr__(key, value) |
|
|
| |
| return ObjectLoadedParameter( |
| self._name, |
| merged_value, |
| self._element_type, |
| self.key_flag, |
| self.value_flags, |
| validation=self._validation, |
| ) |
|
|
|
|
| class ConfigurationObject: |
| """Dummy class to mark whether a Python object has config parameters within.""" |
|
|
| def to_json(self): |
| """ |
| Return a serializable object with defaults filled in |
| """ |
| serializable = {} |
|
|
| for attr, value in vars(self).items(): |
| serializable[attr] = value |
|
|
| return serializable |
|
|
|
|
| class Parameter(metaclass=ABCMeta): |
| |
| _type = None |
| |
| |
| _element_type = None |
|
|
| def __init__(self, default, validation=None): |
| """ |
| The Parameter class represents an unloaded configuration parameter, holding type, default |
| and validation information until the parameter is loaded with a configuration. |
| |
| Args: |
| default (Any): the typed, python representation default value given if the Parameter |
| is not found in a Configuration. |
| validation (callable): Given a parameter value as input, return a boolean indicating |
| validity, or alternately return a string describing an invalid value. |
| """ |
| self._default = default |
| self._validation = validation |
|
|
| @property |
| def default(self): |
| """Returns a DefaultValueRawParameter that wraps the actual default value.""" |
| wrapped_default = DefaultValueRawParameter("default", "default", self._default) |
| return self.load("default", wrapped_default) |
|
|
| def get_all_matches(self, name, names, instance): |
| """ |
| Finds all matches of a Parameter in a Configuration instance |
| |
| Args: |
| name (str): canonical name of the parameter to search for |
| names (tuple(str)): alternative aliases of the parameter |
| instance (Configuration): instance of the configuration to search within |
| |
| Returns (List(RawParameter)): matches of the parameter found in the configuration. |
| """ |
| matches = [] |
| multikey_exceptions = [] |
| for filepath, raw_parameters in instance.raw_data.items(): |
| match, error = ParameterLoader.raw_parameters_from_single_source( |
| name, names, raw_parameters |
| ) |
| if match is not None: |
| matches.append(match) |
| if error: |
| multikey_exceptions.append(error) |
| return matches, multikey_exceptions |
|
|
| @abstractmethod |
| def load(self, name, match): |
| """ |
| Loads a Parameter with the value in a RawParameter. |
| |
| Args: |
| name (str): name of the parameter to pass through |
| match (RawParameter): the value of the RawParameter match |
| |
| Returns a LoadedParameter |
| """ |
| raise NotImplementedError() |
|
|
| def typify(self, name, source, value): |
| element_type = self._element_type |
| try: |
| return typify_data_structure(value, element_type) |
| except TypeCoercionError as e: |
| msg = str(e) |
| if issubclass(element_type, Enum): |
| choices = ", ".join( |
| map("'{}'".format, element_type.__members__.values()) |
| ) |
| msg += f"\nValid choices for {name}: {choices}" |
| raise CustomValidationError(name, e.value, source, msg) |
|
|
|
|
| class PrimitiveParameter(Parameter): |
| """ |
| Parameter type for a Configuration class that holds a single python primitive value. |
| |
| The python primitive types are str, int, float, complex, bool, and NoneType. In addition, |
| python 2 has long and unicode types. |
| """ |
|
|
| def __init__(self, default, element_type=None, validation=None): |
| """ |
| Args: |
| default (primitive value): default value if the Parameter is not found. |
| element_type (type or tuple[type]): Type-validation of parameter's value. If None, |
| type(default) is used. |
| """ |
| self._type = type(default) if element_type is None else element_type |
| self._element_type = self._type |
| super().__init__(default, validation) |
|
|
| def load(self, name, match): |
| return PrimitiveLoadedParameter( |
| name, |
| self._type, |
| match.value(self._element_type), |
| match.keyflag(), |
| match.valueflags(self._element_type), |
| validation=self._validation, |
| ) |
|
|
|
|
| class MapParameter(Parameter): |
| """Parameter type for a Configuration class that holds a map (i.e. dict) of Parameters.""" |
|
|
| _type = frozendict |
|
|
| def __init__(self, element_type, default=frozendict(), validation=None): |
| """ |
| Args: |
| element_type (Parameter): The Parameter type held in the MapParameter. |
| default (Mapping): The parameter's default value. If None, will be an empty dict. |
| """ |
| self._element_type = element_type |
| default = default and frozendict(default) or frozendict() |
| super().__init__(default, validation=validation) |
|
|
| def get_all_matches(self, name, names, instance): |
| |
| matches, exceptions = super().get_all_matches(name, names, instance) |
| matches = tuple(m for m in matches if m._raw_value is not None) |
| return matches, exceptions |
|
|
| def load(self, name, match): |
| value = match.value(self._element_type) |
| if value is None: |
| return MapLoadedParameter( |
| name, |
| frozendict(), |
| self._element_type, |
| match.keyflag(), |
| frozendict(), |
| validation=self._validation, |
| ) |
|
|
| if not isinstance(value, Mapping): |
| raise InvalidTypeError( |
| name, value, match.source, value.__class__.__name__, self._type.__name__ |
| ) |
|
|
| loaded_map = {} |
| for key, child_value in match.value(self._element_type).items(): |
| loaded_child_value = self._element_type.load(name, child_value) |
| loaded_map[key] = loaded_child_value |
|
|
| return MapLoadedParameter( |
| name, |
| frozendict(loaded_map), |
| self._element_type, |
| match.keyflag(), |
| match.valueflags(self._element_type), |
| validation=self._validation, |
| ) |
|
|
|
|
| class SequenceParameter(Parameter): |
| """Parameter type for a Configuration class that holds a sequence (i.e. list) of Parameters.""" |
|
|
| _type = tuple |
|
|
| def __init__(self, element_type, default=(), validation=None, string_delimiter=","): |
| """ |
| Args: |
| element_type (Parameter): The Parameter type that is held in the sequence. |
| default (Sequence): default value, empty tuple if not given. |
| string_delimiter (str): separation string used to parse string into sequence. |
| """ |
| self._element_type = element_type |
| self.string_delimiter = string_delimiter |
| super().__init__(default, validation) |
|
|
| def get_all_matches(self, name, names, instance): |
| |
| |
| |
| matches, exceptions = super().get_all_matches(name, names, instance) |
| matches = tuple(m for m in matches if m._raw_value is not None) |
| return matches, exceptions |
|
|
| def load(self, name, match): |
| value = match.value(self) |
| if value is None: |
| return SequenceLoadedParameter( |
| name, |
| (), |
| self._element_type, |
| match.keyflag(), |
| (), |
| validation=self._validation, |
| ) |
|
|
| if not isiterable(value): |
| raise InvalidTypeError( |
| name, value, match.source, value.__class__.__name__, self._type.__name__ |
| ) |
|
|
| loaded_sequence = [] |
| for child_value in value: |
| loaded_child_value = self._element_type.load(name, child_value) |
| loaded_sequence.append(loaded_child_value) |
|
|
| return SequenceLoadedParameter( |
| name, |
| tuple(loaded_sequence), |
| self._element_type, |
| match.keyflag(), |
| match.valueflags(self._element_type), |
| validation=self._validation, |
| ) |
|
|
|
|
| class ObjectParameter(Parameter): |
| """Parameter type for a Configuration class that holds an object with Parameter fields.""" |
|
|
| _type = object |
|
|
| def __init__(self, element_type, default=ConfigurationObject(), validation=None): |
| """ |
| Args: |
| element_type (object): The object type with parameter fields held in ObjectParameter. |
| default (Sequence): default value, empty tuple if not given. |
| """ |
| self._element_type = element_type |
| super().__init__(default, validation) |
|
|
| def get_all_matches(self, name, names, instance): |
| |
| matches, exceptions = super().get_all_matches(name, names, instance) |
| matches = tuple(m for m in matches if m._raw_value is not None) |
| return matches, exceptions |
|
|
| def load(self, name, match): |
| value = match.value(self._element_type) |
| if value is None: |
| return ObjectLoadedParameter( |
| name, |
| None, |
| self._element_type, |
| match.keyflag(), |
| None, |
| validation=self._validation, |
| ) |
|
|
| if not isinstance(value, (Mapping, ConfigurationObject)): |
| raise InvalidTypeError( |
| name, value, match.source, value.__class__.__name__, self._type.__name__ |
| ) |
|
|
| |
| if isinstance(value, ConfigurationObject): |
| value = vars(value) |
|
|
| object_parameter_attrs = { |
| attr_name: parameter_type |
| for attr_name, parameter_type in vars(self._element_type).items() |
| if isinstance(parameter_type, Parameter) |
| } |
|
|
| |
| loaded_attrs = {} |
| for attr_name, parameter_type in object_parameter_attrs.items(): |
| if raw_child_value := value.get(attr_name): |
| loaded_child_value = parameter_type.load(name, raw_child_value) |
| else: |
| loaded_child_value = parameter_type.default |
| loaded_attrs[attr_name] = loaded_child_value |
|
|
| |
| object_copy = copy.deepcopy(self._element_type) |
| for attr_name, loaded_child_parameter in loaded_attrs.items(): |
| object_copy.__setattr__(attr_name, loaded_child_parameter) |
|
|
| return ObjectLoadedParameter( |
| name, |
| object_copy, |
| self._element_type, |
| match.keyflag(), |
| match.valueflags(self._element_type), |
| validation=self._validation, |
| ) |
|
|
|
|
| class ParameterLoader: |
| """ |
| ParameterLoader class contains the top level logic needed to load a parameter from start to |
| finish. |
| """ |
|
|
| def __init__(self, parameter_type, aliases=(), expandvars=False): |
| """ |
| Args: |
| parameter_type (Parameter): the type of Parameter that is stored in the loader. |
| aliases (tuple(str)): alternative aliases for the Parameter |
| expandvars (bool): whether or not to recursively expand environmental variables. |
| """ |
| self._name = None |
| self._names = None |
| self.type = parameter_type |
| self.aliases = aliases |
| self._expandvars = expandvars |
|
|
| def _set_name(self, name): |
| |
| |
| self._name = name |
| _names = frozenset(x for x in chain(self.aliases, (name,))) |
| self._names = _names |
| return name |
|
|
| @property |
| def name(self): |
| if self._name is None: |
| |
| raise ThisShouldNeverHappenError() |
| return self._name |
|
|
| @property |
| def names(self): |
| if self._names is None: |
| |
| raise ThisShouldNeverHappenError() |
| return self._names |
|
|
| def __get__(self, instance, instance_type): |
| |
| |
| |
| if self.name in instance._cache_: |
| return instance._cache_[self.name] |
|
|
| |
| raw_matches, errors = self.type.get_all_matches(self.name, self.names, instance) |
|
|
| |
| matches = [self.type.load(self.name, match) for match in raw_matches] |
|
|
| |
| merged = matches[0].merge(matches) if matches else self.type.default |
|
|
| |
| |
| |
| expanded = merged.expand() if self._expandvars else merged |
| try: |
| result = expanded.typify("<<merged>>") |
| except CustomValidationError as e: |
| errors.append(e) |
| else: |
| errors.extend(expanded.collect_errors(instance, result, "<<merged>>")) |
| raise_errors(errors) |
| instance._cache_[self.name] = result |
| return result |
|
|
| def _raw_parameters_from_single_source(self, raw_parameters): |
| return ParameterLoader.raw_parameters_from_single_source( |
| self.name, self.names, raw_parameters |
| ) |
|
|
| @staticmethod |
| def raw_parameters_from_single_source(name, names, raw_parameters): |
| |
| |
| keys = names & frozenset(raw_parameters.keys()) |
| matches = {key: raw_parameters[key] for key in keys} |
| numkeys = len(keys) |
| if numkeys == 0: |
| return None, None |
| elif numkeys == 1: |
| return next(iter(matches.values())), None |
| elif name in keys: |
| return matches[name], MultipleKeysError( |
| raw_parameters[next(iter(keys))].source, keys, name |
| ) |
| else: |
| return None, MultipleKeysError( |
| raw_parameters[next(iter(keys))].source, keys, name |
| ) |
|
|
|
|
| class ConfigurationType(type): |
| """metaclass for Configuration""" |
|
|
| def __init__(cls, name, bases, attr): |
| super().__init__(name, bases, attr) |
|
|
| |
| cls.parameter_names = tuple( |
| p._set_name(name) |
| for name, p in cls.__dict__.items() |
| if isinstance(p, ParameterLoader) |
| ) |
|
|
| |
| cls._set_parameter_names_and_aliases() |
|
|
| @property |
| def _parameter_loaders(cls) -> dict[str, ParameterLoader]: |
| return { |
| name: param |
| for name, param in cls.__dict__.items() |
| if isinstance(param, ParameterLoader) |
| } |
|
|
| def __call__(cls, *args, **kwargs): |
| self = super().__call__(*args, **kwargs) |
| self._parameter_loaders = cls._parameter_loaders |
| return self |
|
|
|
|
| DEFAULT_CONDARC_FILENAME: Final = ".condarc" |
| ALTERNATIVE_CONDARC_FILENAME: Final = "condarc" |
| CONDARC_FILENAMES = (DEFAULT_CONDARC_FILENAME, ALTERNATIVE_CONDARC_FILENAME) |
| YAML_EXTENSIONS = (".yml", ".yaml") |
| _RE_CUSTOM_EXPANDVARS = compile( |
| rf""" |
| # delimiter and a Python identifier |
| \$(?P<named>{Template.idpattern}) | |
| |
| # delimiter and a braced identifier |
| \${{(?P<braced>{Template.idpattern})}} | |
| |
| # delimiter padded identifier |
| %(?P<padded>{Template.idpattern})% |
| """, |
| flags=IGNORECASE | VERBOSE, |
| ) |
|
|
|
|
| def custom_expandvars( |
| template: str, mapping: Mapping[str, Any] = {}, /, **kwargs |
| ) -> str: |
| """Expand variables in a string. |
| |
| Inspired by `string.Template` and modified to mirror `os.path.expandvars` functionality |
| allowing custom variables without mutating `os.environ`. |
| |
| Expands POSIX and Windows CMD environment variables as follows: |
| |
| - $VARIABLE → value of VARIABLE |
| - ${VARIABLE} → value of VARIABLE |
| - %VARIABLE% → value of VARIABLE |
| |
| Invalid substitutions are left as-is: |
| |
| - $MISSING → $MISSING |
| - ${MISSING} → ${MISSING} |
| - %MISSING% → %MISSING% |
| - $$ → $$ |
| - %% → %% |
| - $ → $ |
| - % → % |
| """ |
| mapping = {**mapping, **kwargs} |
|
|
| def convert(match: Match): |
| return str( |
| mapping.get( |
| match.group("named") or match.group("braced") or match.group("padded"), |
| match.group(), |
| ) |
| ) |
|
|
| return _RE_CUSTOM_EXPANDVARS.sub(convert, template) |
|
|
|
|
| class Configuration(metaclass=ConfigurationType): |
| def __init__(self, search_path=(), app_name=None, argparse_args=None, **kwargs): |
| |
| |
| self.raw_data = {} |
| self._cache_ = {} |
| self._reset_callbacks = IndexedSet() |
| self._validation_errors = defaultdict(list) |
|
|
| self._set_search_path(search_path, **kwargs) |
| self._set_env_vars(app_name) |
| self._set_argparse_args(argparse_args) |
|
|
| @classmethod |
| def _set_parameter_names_and_aliases(cls): |
| """Build parameter_names_and_aliases from the class's parameter loaders.""" |
| cls.parameter_names_and_aliases = tuple( |
| alias_name |
| for p in cls._parameter_loaders.values() |
| for alias_name in (p._names or ()) |
| ) |
|
|
| @staticmethod |
| def _expand_search_path( |
| search_path: PathsType, |
| **kwargs, |
| ) -> Iterable[Path]: |
| for search in search_path: |
| |
| |
| if isinstance(search, Path): |
| path = search |
| else: |
| template = custom_expandvars(str(search), environ, **kwargs) |
| path = Path(template).expanduser() |
|
|
| if path.is_file() and ( |
| path.name in CONDARC_FILENAMES or path.suffix in YAML_EXTENSIONS |
| ): |
| yield path |
| elif path.is_dir(): |
| yield from ( |
| subpath |
| for subpath in sorted(path.iterdir()) |
| if subpath.is_file() and subpath.suffix in YAML_EXTENSIONS |
| ) |
|
|
| @classmethod |
| def _load_search_path( |
| cls, |
| search_path: Iterable[Path], |
| ) -> Iterable[tuple[Path, dict]]: |
| for path in search_path: |
| try: |
| yield path, YamlRawParameter.make_raw_parameters_from_file(path) |
| except ConfigurationLoadError as err: |
| log.warning( |
| "Ignoring configuration file (%s) due to error:\n%s", |
| path, |
| err, |
| ) |
|
|
| def _set_search_path(self, search_path: PathsType, **kwargs): |
| self._search_path = IndexedSet(self._expand_search_path(search_path, **kwargs)) |
|
|
| self._set_raw_data(dict(self._load_search_path(self._search_path))) |
|
|
| self._reset_cache() |
| return self |
|
|
| def _set_env_vars(self, app_name=None): |
| self._app_name = app_name |
|
|
| |
| source = EnvRawParameter.source |
| if source in self.raw_data: |
| del self.raw_data[source] |
|
|
| if app_name: |
| self.raw_data[source] = EnvRawParameter.make_raw_parameters(app_name) |
|
|
| self._reset_cache() |
| return self |
|
|
| def _set_argparse_args(self, argparse_args): |
| |
| |
| if hasattr(argparse_args, "__dict__"): |
| |
| |
| items = vars(argparse_args).items() |
| elif not argparse_args: |
| |
| items = () |
| else: |
| |
| |
| items = argparse_args.items() |
|
|
| self._argparse_args = argparse_args = AttrDict( |
| {k: v for k, v in items if v is not NULL} |
| ) |
|
|
| |
| source = ArgParseRawParameter.source |
| if source in self.raw_data: |
| del self.raw_data[source] |
|
|
| self.raw_data[source] = ArgParseRawParameter.make_raw_parameters(argparse_args) |
|
|
| self._reset_cache() |
| return self |
|
|
| def _set_raw_data(self, raw_data: Mapping[Hashable, dict]): |
| self.raw_data.update(raw_data) |
| self._reset_cache() |
| return self |
|
|
| def name_for_alias(self, alias: str, ignore_private: bool = True) -> str | None: |
| """ |
| Find the canonical parameter name for a given alias. |
| |
| This method searches through all configuration parameters to find the canonical |
| parameter name that corresponds to the given alias. It's useful for resolving |
| parameter aliases to their primary names in configuration contexts. |
| |
| Args: |
| alias (str): The parameter alias to look up. |
| ignore_private (bool, optional): If True (default), exclude private parameters |
| (those starting with underscore) from the search. If False, include all |
| parameters regardless of privacy. |
| |
| Returns: |
| str | None: The canonical parameter name if the alias is found, otherwise None. |
| |
| Example: |
| >>> config = Configuration() |
| >>> config.name_for_alias("channel_priority") |
| 'channel_priority' |
| >>> config.name_for_alias("unknown_alias") |
| None |
| """ |
| return next( |
| ( |
| p._name |
| for p in self._parameter_loaders.values() |
| if alias in p.aliases |
| and (not ignore_private or not p._name.startswith("_")) |
| ), |
| None, |
| ) |
|
|
| def _get_parameter_loader(self, parameter_name): |
| """Get parameter loader with fallback for missing parameters.""" |
| loaders = self._parameter_loaders |
| if parameter_name in loaders: |
| return loaders[parameter_name] |
|
|
| |
| private_name = "_" + parameter_name |
| if private_name in loaders: |
| return loaders[private_name] |
|
|
| |
| for name, param in self.__class__.__dict__.items(): |
| if isinstance(param, ParameterLoader) and param._name == parameter_name: |
| return param |
| if isinstance(param, ParameterLoader) and parameter_name in getattr( |
| param, "_names", () |
| ): |
| return param |
|
|
| return None |
|
|
| def _reset_cache(self): |
| self._cache_ = {} |
| for callback in self._reset_callbacks: |
| callback() |
| return self |
|
|
| def register_reset_callaback(self, callback): |
| self._reset_callbacks.add(callback) |
|
|
| def check_source(self, source): |
| |
| |
| typed_values = {} |
| validation_errors = [] |
| raw_parameters = self.raw_data[source] |
| for key in self.parameter_names: |
| parameter = self._get_parameter_loader(key) |
| if parameter is None: |
| continue |
|
|
| match, multikey_error = parameter._raw_parameters_from_single_source( |
| raw_parameters |
| ) |
| if multikey_error: |
| validation_errors.append(multikey_error) |
|
|
| if match is not None: |
| loaded_parameter = parameter.type.load(key, match) |
| |
| |
| |
| |
| |
| |
| try: |
| typed_value = loaded_parameter.typify(match.source) |
| except CustomValidationError as e: |
| validation_errors.append(e) |
| else: |
| collected_errors = loaded_parameter.collect_errors( |
| self, typed_value, match.source |
| ) |
| if collected_errors: |
| validation_errors.extend(collected_errors) |
| else: |
| typed_values[match.key] = typed_value |
| else: |
| |
| |
| pass |
| return typed_values, validation_errors |
|
|
| def validate_all(self): |
| validation_errors = list( |
| chain.from_iterable( |
| self.check_source(source)[1] for source in self.raw_data |
| ) |
| ) |
| raise_errors(validation_errors) |
| self.validate_configuration() |
|
|
| @staticmethod |
| def _collect_validation_error(func, *args, **kwargs): |
| try: |
| func(*args, **kwargs) |
| except ConfigurationError as e: |
| return (e.errors if hasattr(e, "errors") else e,) |
| return () |
|
|
| def validate_configuration(self): |
| errors = chain.from_iterable( |
| Configuration._collect_validation_error(getattr, self, name) |
| for name in self.parameter_names |
| ) |
| post_errors = self.post_build_validation() |
| raise_errors(tuple(chain.from_iterable((errors, post_errors)))) |
|
|
| def post_build_validation(self): |
| return () |
|
|
| def collect_all(self) -> dict[str | Path, dict]: |
| typed_values = {} |
| validation_errors = {} |
| for source in self.raw_data: |
| typed_values[source], validation_errors[source] = self.check_source(source) |
| raise_errors(tuple(chain.from_iterable(validation_errors.values()))) |
| return {k: v for k, v in typed_values.items() if v} |
|
|
| def describe_parameter(self, parameter_name): |
| |
| if parameter_name not in self.parameter_names: |
| parameter_name = "_" + parameter_name |
|
|
| parameter_loader = self._get_parameter_loader(parameter_name) |
| if parameter_loader is None: |
| raise KeyError(parameter_name) |
|
|
| parameter = parameter_loader.type |
| if not isinstance(parameter, Parameter): |
| raise TypeError( |
| f"Name '{parameter_name}' did not return a Parameter object." |
| ) |
|
|
| |
| name = parameter_loader.name.lstrip("_") |
| aliases = tuple(alias for alias in parameter_loader.aliases if alias != name) |
|
|
| description = self.get_descriptions().get(name, "") |
| et = parameter._element_type |
| if type(et) == EnumMeta: |
| et = [et] |
| if not isiterable(et): |
| et = [et] |
|
|
| if isinstance(parameter._element_type, Parameter) or isinstance( |
| parameter._element_type, ConfigurationObject |
| ): |
| element_types = tuple( |
| _et.__class__.__name__.lower().replace("parameter", "") for _et in et |
| ) |
| else: |
| element_types = tuple(_et.__name__ for _et in et) |
|
|
| details = { |
| "parameter_type": parameter.__class__.__name__.lower().replace( |
| "parameter", "" |
| ), |
| "name": name, |
| "aliases": aliases, |
| "element_types": element_types, |
| "default_value": parameter.default.typify("<<describe>>"), |
| "description": description.replace("\n", " ").strip(), |
| } |
| if isinstance(parameter, SequenceParameter): |
| details["string_delimiter"] = parameter.string_delimiter |
| return details |
|
|
| def list_parameters(self, aliases: bool = False): |
| if aliases: |
| return tuple( |
| dict.fromkeys( |
| name for p in self._parameter_loaders.values() for name in p._names |
| ) |
| ) |
| return tuple(sorted(name.lstrip("_") for name in self.parameter_names)) |
|
|
| def typify_parameter(self, parameter_name, value, source): |
| |
| if parameter_name not in self.parameter_names: |
| parameter_name = "_" + parameter_name |
|
|
| parameter_loader = self._get_parameter_loader(parameter_name) |
| if parameter_loader is None: |
| raise KeyError(parameter_name) |
|
|
| parameter = parameter_loader.type |
| if not isinstance(parameter, Parameter): |
| raise TypeError( |
| f"Name '{parameter_name}' did not return a Parameter object." |
| ) |
|
|
| return parameter.typify(parameter_name, source, value) |
|
|
| def get_descriptions(self): |
| raise NotImplementedError() |
|
|
|
|
| def unique_sequence_map(*, unique_key: str): |
| """ |
| Used to validate properties on :class:`Configuration` subclasses defined as a |
| ``SequenceParameter(MapParameter())`` where the map contains a single key that |
| should be regarded as unique. This decorator will handle removing duplicates and |
| merging to a single sequence. |
| """ |
|
|
| def inner_wrap(func): |
| @wraps(func) |
| def wrapper(*args, **kwargs): |
| sequence_map = func(*args, **kwargs) |
| new_sequence_mapping = {} |
|
|
| for mapping in sequence_map: |
| unique_key_value = mapping.get(unique_key) |
|
|
| if unique_key_value is None: |
| log.error( |
| f'Configuration: skipping {mapping} for "{func.__name__}"; unique key ' |
| f'"{unique_key}" not present on mapping' |
| ) |
| continue |
|
|
| if unique_key_value in new_sequence_mapping: |
| log.error( |
| f'Configuration: skipping {mapping} for "{func.__name__}"; value ' |
| f'"{unique_key_value}" already present' |
| ) |
| continue |
|
|
| new_sequence_mapping[unique_key_value] = mapping |
|
|
| return tuple(new_sequence_mapping.values()) |
|
|
| return wrapper |
|
|
| return inner_wrap |
|
|