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config_validator.py
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config_validator.py
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"""Config specs and validator."""
import logging
import re
from copy import deepcopy
from typing import Any
from typing import Dict
from mpf.core.config_spec import mpf_config_spec
from mpf.core.rgb_color import named_rgb_colors, RGBColor
from mpf.exceptions.ConfigFileError import ConfigFileError
from mpf.file_interfaces.yaml_interface import YamlInterface
from mpf.core.utility_functions import Util
from mpf.core.case_insensitive_dict import CaseInsensitiveDict
# TODO: improve this
ConfigDict = Dict[str, Any]
class ConfigValidator(object):
"""Validates config against config specs."""
config_spec = None # type: ConfigDict
def __init__(self, machine):
"""Initialise validator."""
self.machine = machine
self.log = logging.getLogger('ConfigValidator')
self.validator_list = {
"str": self._validate_type_str,
"lstr": self._validate_type_lstr,
"float": self._validate_type_float,
"int": self._validate_type_int,
"num": self._validate_type_num,
"bool": self._validate_type_bool,
"template_float": self._validate_type_template_float,
"template_int": self._validate_type_template_int,
"template_bool": self._validate_type_template_bool,
"boolean": self._validate_type_bool,
"ms": self._validate_type_ms,
"secs": self._validate_type_secs,
"list": self._validate_type_list,
"int_from_hex": self._validate_type_int_from_hex,
"dict": self._validate_type_dict,
"kivycolor": self._validate_type_kivycolor,
"color": self._validate_type_color,
"bool_int": self._validate_type_bool_int,
"pow2": self._validate_type_pow2,
"gain": self._validate_type_gain,
"subconfig": self._validate_type_subconfig,
"enum": self._validate_type_enum,
"machine": self._validate_type_machine,
}
if not ConfigValidator.config_spec:
ConfigValidator.load_config_spec()
@classmethod
def load_device_config_spec(cls, config_section, config_spec):
"""Load config specs for a device."""
cls.config_spec[config_section] = YamlInterface.process(config_spec)
@classmethod
def load_mode_config_spec(cls, mode_string, config_spec):
"""Load config specs for a mode."""
if '_mode_settings' not in cls.config_spec:
cls.config_spec['_mode_settings'] = {}
if mode_string not in cls.config_spec['_mode_settings']:
cls.config_spec['_mode_settings'][mode_string] = YamlInterface.process(config_spec)
@classmethod
def load_config_spec(cls, config_spec=None):
"""Load config specs."""
if not config_spec:
config_spec = mpf_config_spec
cls.config_spec = YamlInterface.process(config_spec)
@classmethod
def unload_config_spec(cls):
"""Unload specs."""
# cls.config_spec = None
pass
# todo I had the idea that we could unload the config spec to save
# memory, but doing so will take more thought about timing
def _build_spec(self, config_spec, base_spec):
if not self.config_spec:
self.load_config_spec()
# build up the actual config spec we're going to use
spec_list = [config_spec]
if base_spec:
if isinstance(base_spec, list):
spec_list.extend(base_spec)
else:
spec_list.append(base_spec)
this_spec = dict()
for spec_element in spec_list:
this_base_spec = self.config_spec
spec_element = spec_element.split(':')
for spec in spec_element:
# need to deepcopy so the orig base spec doesn't get polluted
# with this widget's spec
this_base_spec = deepcopy(this_base_spec[spec])
this_base_spec.update(this_spec)
this_spec = this_base_spec
return this_spec
# pylint: disable-msg=too-many-arguments
def validate_config(self, config_spec, source, section_name=None,
base_spec=None, add_missing_keys=True):
"""Validate a config dict against spec."""
# config_spec, str i.e. "device:shot"
# source is dict
# section_name is str used for logging failures
if source is None:
source = CaseInsensitiveDict()
if not section_name:
section_name = config_spec # str
validation_failure_info = (config_spec, section_name)
this_spec = self._build_spec(config_spec, base_spec)
if '__allow_others__' not in this_spec:
self.check_for_invalid_sections(this_spec, source,
validation_failure_info)
processed_config = source
if not isinstance(source, (list, dict)):
self.validation_error("", validation_failure_info, "Source should be list or dict but is {}".format(
source.__class__
))
for k in list(this_spec.keys()):
if this_spec[k] == 'ignore' or k[0] == '_':
continue
elif k in source: # validate the entry that exists
if isinstance(this_spec[k], dict):
# This means we're looking for a list of dicts
final_list = list()
if k in source:
for i in source[k]: # individual step
final_list.append(self.validate_config(
config_spec + ':' + k, source=i,
section_name=k))
processed_config[k] = final_list
else:
processed_config[k] = self.validate_config_item(
this_spec[k], item=source[k],
validation_failure_info=(validation_failure_info, k))
elif add_missing_keys: # create the default entry
if isinstance(this_spec[k], dict):
processed_config[k] = list()
else:
processed_config[k] = self.validate_config_item(
this_spec[k],
validation_failure_info=(
validation_failure_info, k))
return processed_config
def validate_config_item(self, spec, validation_failure_info,
item='item not in config!@#', ):
"""Validate a config item."""
try:
item_type, validation, default = spec.split('|')
except (ValueError, AttributeError):
raise ValueError('Error in validator spec: {}:{}'.format(
validation_failure_info, spec))
if default.lower() == 'none':
default = None
elif not default:
default = 'default required!@#'
if item == 'item not in config!@#':
if default == 'default required!@#':
raise ValueError('Required setting missing from config file. '
'Run with verbose logging and look for the last '
'ConfigProcessor entry above this line to see where the '
'problem is. {} {}'.format(spec,
validation_failure_info))
else:
item = default
if item_type == 'single':
return self.validate_item(item, validation,
validation_failure_info)
elif item_type == 'list':
item_list = Util.string_to_list(item)
new_list = list()
for i in item_list:
new_list.append(self.validate_item(i, validation, validation_failure_info))
return new_list
elif item_type == 'set':
item_set = set(Util.string_to_list(item))
new_set = set()
for i in item_set:
new_set.add(self.validate_item(i, validation, validation_failure_info))
return new_set
elif item_type == 'dict':
item_dict = self.validate_item(item, validation,
validation_failure_info)
if not item_dict:
return dict()
else:
return item_dict
else:
raise ConfigFileError("Invalid Type '{}' in config spec {}:{}".format(item_type,
validation_failure_info[0][0],
validation_failure_info[1]))
def check_for_invalid_sections(self, spec, config,
validation_failure_info):
"""Check if all attributes are defined in spec."""
try:
for k in config:
if not isinstance(k, dict):
if k not in spec and k[0] != '_':
path_list = validation_failure_info[0].split(':')
if len(path_list) > 1 and path_list[-1] == validation_failure_info[1]:
path_list.append('[list_item]')
elif path_list[0] == validation_failure_info[1]:
path_list = list()
path_list.append(validation_failure_info[1])
path_list.append(k)
path_string = ':'.join(path_list)
if self.machine.machine_config['mpf']['allow_invalid_config_sections']:
self.log.warning('Unrecognized config setting. "%s" is '
'not a valid setting name.',
path_string)
else:
self.log.error('Your config contains a value for the '
'setting "%s", but this is not a valid '
'setting name.', path_string)
raise ConfigFileError('Your config contains a value for the '
'setting "' + path_string + '", but this is not a valid '
'setting name.')
except TypeError:
raise ConfigFileError(
'Error in config. Your "{}:" section contains a value that is '
'not a parent with sub-settings'.format(
validation_failure_info[0]))
def _validate_type_subconfig(self, item, param, validation_failure_info):
try:
attribute, base_spec_str = param.split(",", 1)
base_spec = base_spec_str.split(",")
except ValueError:
base_spec = None
attribute = param
return self.validate_config(attribute, item, section_name=str(validation_failure_info), base_spec=base_spec)
def _validate_type_enum(self, item, param, validation_failure_info):
enum_values = param.lower().split(",")
try:
item = item.lower()
except AttributeError:
pass
if item is None and "none" in enum_values:
return None
elif item in enum_values:
return item
elif item is False and 'no' in enum_values:
return 'no'
elif item is True and 'yes' in enum_values:
return 'yes'
else:
self.validation_error(item, validation_failure_info,
"Entry \"{}\" is not valid for enum. Valid values are: {}".format(
item,
str(param)
))
def _validate_type_machine(self, item, param, validation_failure_info):
if item is None:
return None
section = getattr(self.machine, param, [])
if item in section:
return section[item]
else:
self.validation_error(item, validation_failure_info)
@classmethod
def _validate_type_list(cls, item, validation_failure_info):
del validation_failure_info
return Util.string_to_list(item)
def _validate_type_int_from_hex(self, item, validation_failure_info):
try:
return Util.hex_string_to_int(item)
except ValueError:
self.validation_error(item, validation_failure_info, "Could hex convert to int")
@classmethod
def _validate_type_gain(cls, item, validation_failure_info):
del validation_failure_info
if item is None:
return None
return Util.string_to_gain(item)
@classmethod
def _validate_type_str(cls, item, validation_failure_info):
del validation_failure_info
if item is not None:
return str(item)
else:
return None
@classmethod
def _validate_type_lstr(cls, item, validation_failure_info):
del validation_failure_info
if item is not None:
return str(item).lower()
else:
return None
def _validate_type_template_float(self, item, validation_failure_info):
if item is None:
return None
if not isinstance(item, str):
self.validation_error(item, validation_failure_info, "Template has to be string.")
return self.machine.placeholder_manager.build_float_template(item)
def _validate_type_template_int(self, item, validation_failure_info):
del validation_failure_info
if item is None:
return None
return self.machine.placeholder_manager.build_int_template(str(item))
def _validate_type_template_bool(self, item, validation_failure_info):
if item is None:
return None
if not isinstance(item, str):
self.validation_error(item, validation_failure_info, "Template has to be string.")
return self.machine.placeholder_manager.build_bool_template(item)
def _validate_type_float(self, item, validation_failure_info):
if item is None:
return None
try:
return float(item)
except (TypeError, ValueError):
self.validation_error(item, validation_failure_info, "Could not convert to float")
def _validate_type_int(self, item, validation_failure_info, param=None):
if item is None:
return None
try:
value = int(item)
except (TypeError, ValueError):
return self.validation_error(item, validation_failure_info, "Could not convert {} to int".format(item))
if param:
param = param.split(",")
if param[0] != "NONE" and value < int(param[0]):
self.validation_error(item, validation_failure_info, "{} is smaller then {}".format(item, param[0]))
elif param[1] != "NONE" and value > int(param[1]):
self.validation_error(item, validation_failure_info, "{} is larger then {}".format(item, param[0]))
return value
def _validate_type_num(self, item, validation_failure_info):
if item is None:
return None
# used for int or float, but does not convert one to the other
if isinstance(item, (int, float)):
return item
else:
try:
if '.' in item:
return float(item)
else:
return int(item)
except (TypeError, ValueError):
self.validation_error(item, validation_failure_info, "Could not convert {} to num".format(item))
@classmethod
def _validate_type_bool(cls, item, validation_failure_info):
del validation_failure_info
if item is None:
return None
elif isinstance(item, str):
return item.lower() not in ['false', 'f', 'no', 'disable', 'off']
elif not item:
return False
else:
return True
@classmethod
def _validate_type_ms(cls, item, validation_failure_info):
del validation_failure_info
if item is not None:
return Util.string_to_ms(item)
else:
return None
@classmethod
def _validate_type_secs(cls, item, validation_failure_info):
del validation_failure_info
if item is not None:
return Util.string_to_secs(item)
else:
return None
@classmethod
def _validate_type_dict(cls, item, validation_failure_info):
del validation_failure_info
return item
@classmethod
def _validate_type_kivycolor(cls, item, validation_failure_info):
del validation_failure_info
# Validate colors that will be used by Kivy. The result is a 4-item
# list, RGBA, with individual values from 0.0 - 1.0
if not item:
return None
color_string = str(item).lower()
if color_string in named_rgb_colors:
color = list(named_rgb_colors[color_string])
elif Util.is_hex_string(color_string):
color = [int(x, 16) for x in
re.split('([0-9a-f]{2})', color_string) if x != '']
else:
color = Util.string_to_list(color_string)
for i, x in enumerate(color):
color[i] = int(x) / 255
if len(color) == 3:
color.append(1)
return color
@classmethod
def _validate_type_color(cls, item, validation_failure_info):
if isinstance(item, tuple):
if len(item) != 3:
cls.validation_error(item, validation_failure_info, "Color needs three components")
return item
# Validates colors by name, hex, or list, into a 3-item list, RGB,
# with individual values from 0-255
color_string = str(item).lower()
if color_string in named_rgb_colors:
return named_rgb_colors[color_string]
elif Util.is_hex_string(color_string):
return RGBColor.hex_to_rgb(color_string)
else:
color = Util.string_to_list(color_string)
return int(color[0]), int(color[1]), int(color[2])
def _validate_type_bool_int(self, item, validation_failure_info):
if self._validate_type_bool(item, validation_failure_info):
return 1
else:
return 0
def _validate_type_pow2(self, item, validation_failure_info):
if item is None:
return None
if not Util.is_power2(item):
self.validation_error(item, validation_failure_info, "Could not convert {} to pow2".format(item))
else:
return item
def validate_item(self, item, validator, validation_failure_info):
"""Validate an item using a validator."""
try:
if item.lower() == 'none':
item = None
except AttributeError:
pass
if ':' in validator:
validator = validator.split(':')
# item could be str, list, or list of dicts
item = Util.event_config_to_dict(item)
return_dict = dict()
for k, v in item.items():
return_dict[self.validate_item(k, validator[0],
validation_failure_info)] = (
self.validate_item(v, validator[1],
validation_failure_info)
)
return return_dict
elif '(' in validator and ')' in validator[-1:] == ')':
validator_parts = validator.split('(')
validator = validator_parts[0]
param = validator_parts[1][:-1]
return self.validator_list[validator](item, validation_failure_info=validation_failure_info, param=param)
elif validator in self.validator_list:
return self.validator_list[validator](item, validation_failure_info=validation_failure_info)
else:
raise ConfigFileError("Invalid Validator '{}' in config spec {}:{}".format(
validator,
validation_failure_info[0][0],
validation_failure_info[1]))
@classmethod
def validation_error(cls, item, validation_failure_info, msg=""):
"""Raise a validation error with all relevant infos."""
raise ConfigFileError("Config validation error: Entry {}:{}:{}:{} is not valid. {}".format(
validation_failure_info[0][0],
validation_failure_info[0][1],
validation_failure_info[1],
item, msg))