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aws_lambda_powertools/utilities/feature_toggles/__init__.py
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"""Advanced feature toggles utility | ||
""" | ||
from .appconfig_fetcher import AppConfigFetcher | ||
from .configuration_store import ConfigurationStore | ||
from .exceptions import ConfigurationException | ||
from .schema import ACTION, SchemaValidator | ||
from .schema_fetcher import SchemaFetcher | ||
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__all__ = [ | ||
"ConfigurationException", | ||
"ConfigurationStore", | ||
"ACTION", | ||
"SchemaValidator", | ||
"AppConfigFetcher", | ||
"SchemaFetcher", | ||
] |
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aws_lambda_powertools/utilities/feature_toggles/appconfig_fetcher.py
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import logging | ||
from typing import Any, Dict, Optional | ||
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from botocore.config import Config | ||
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from aws_lambda_powertools.utilities.parameters import AppConfigProvider, GetParameterError, TransformParameterError | ||
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from .exceptions import ConfigurationException | ||
from .schema_fetcher import SchemaFetcher | ||
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logger = logging.getLogger(__name__) | ||
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TRANSFORM_TYPE = "json" | ||
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class AppConfigFetcher(SchemaFetcher): | ||
def __init__( | ||
self, | ||
environment: str, | ||
service: str, | ||
configuration_name: str, | ||
cache_seconds: int, | ||
config: Optional[Config] = None, | ||
): | ||
"""This class fetches JSON schemas from AWS AppConfig | ||
Args: | ||
environment (str): what appconfig environment to use 'dev/test' etc. | ||
service (str): what service name to use from the supplied environment | ||
configuration_name (str): what configuration to take from the environment & service combination | ||
cache_seconds (int): cache expiration time, how often to call AppConfig to fetch latest configuration | ||
config (Optional[Config]): boto3 client configuration | ||
""" | ||
super().__init__(configuration_name, cache_seconds) | ||
self._logger = logger | ||
self._conf_store = AppConfigProvider(environment=environment, application=service, config=config) | ||
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def get_json_configuration(self) -> Dict[str, Any]: | ||
"""Get configuration string from AWs AppConfig and return the parsed JSON dictionary | ||
Raises: | ||
ConfigurationException: Any validation error or appconfig error that can occur | ||
Returns: | ||
Dict[str, Any]: parsed JSON dictionary | ||
""" | ||
try: | ||
return self._conf_store.get( | ||
name=self.configuration_name, | ||
transform=TRANSFORM_TYPE, | ||
max_age=self._cache_seconds, | ||
) # parse result conf as JSON, keep in cache for self.max_age seconds | ||
except (GetParameterError, TransformParameterError) as exc: | ||
error_str = f"unable to get AWS AppConfig configuration file, exception={str(exc)}" | ||
self._logger.error(error_str) | ||
raise ConfigurationException(error_str) |
191 changes: 191 additions & 0 deletions
191
aws_lambda_powertools/utilities/feature_toggles/configuration_store.py
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import logging | ||
from typing import Any, Dict, List, Optional | ||
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from . import schema | ||
from .exceptions import ConfigurationException | ||
from .schema_fetcher import SchemaFetcher | ||
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logger = logging.getLogger(__name__) | ||
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class ConfigurationStore: | ||
def __init__(self, schema_fetcher: SchemaFetcher): | ||
"""constructor | ||
Args: | ||
schema_fetcher (SchemaFetcher): A schema JSON fetcher, can be AWS AppConfig, Hashicorp Consul etc. | ||
""" | ||
self._logger = logger | ||
self._schema_fetcher = schema_fetcher | ||
self._schema_validator = schema.SchemaValidator(self._logger) | ||
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def _match_by_action(self, action: str, condition_value: Any, context_value: Any) -> bool: | ||
if not context_value: | ||
return False | ||
mapping_by_action = { | ||
schema.ACTION.EQUALS.value: lambda a, b: a == b, | ||
schema.ACTION.STARTSWITH.value: lambda a, b: a.startswith(b), | ||
schema.ACTION.ENDSWITH.value: lambda a, b: a.endswith(b), | ||
schema.ACTION.CONTAINS.value: lambda a, b: a in b, | ||
} | ||
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try: | ||
func = mapping_by_action.get(action, lambda a, b: False) | ||
return func(context_value, condition_value) | ||
except Exception as exc: | ||
self._logger.error(f"caught exception while matching action, action={action}, exception={str(exc)}") | ||
return False | ||
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def _is_rule_matched(self, feature_name: str, rule: Dict[str, Any], rules_context: Dict[str, Any]) -> bool: | ||
rule_name = rule.get(schema.RULE_NAME_KEY, "") | ||
rule_default_value = rule.get(schema.RULE_DEFAULT_VALUE) | ||
conditions: Dict[str, str] = rule.get(schema.CONDITIONS_KEY) | ||
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for condition in conditions: | ||
context_value = rules_context.get(condition.get(schema.CONDITION_KEY)) | ||
if not self._match_by_action( | ||
condition.get(schema.CONDITION_ACTION), | ||
condition.get(schema.CONDITION_VALUE), | ||
context_value, | ||
): | ||
logger.debug( | ||
f"rule did not match action, rule_name={rule_name}, rule_default_value={rule_default_value}, feature_name={feature_name}, context_value={str(context_value)}" # noqa: E501 | ||
) | ||
# context doesn't match condition | ||
return False | ||
# if we got here, all conditions match | ||
logger.debug( | ||
f"rule matched, rule_name={rule_name}, rule_default_value={rule_default_value}, feature_name={feature_name}" # noqa: E501 | ||
) | ||
return True | ||
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def _handle_rules( | ||
self, | ||
*, | ||
feature_name: str, | ||
rules_context: Dict[str, Any], | ||
feature_default_value: bool, | ||
rules: List[Dict[str, Any]], | ||
) -> bool: | ||
for rule in rules: | ||
rule_default_value = rule.get(schema.RULE_DEFAULT_VALUE) | ||
if self._is_rule_matched(feature_name, rule, rules_context): | ||
return rule_default_value | ||
# no rule matched, return default value of feature | ||
logger.debug( | ||
f"no rule matched, returning default value of feature, feature_default_value={feature_default_value}, feature_name={feature_name}" # noqa: E501 | ||
) | ||
return feature_default_value | ||
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def get_configuration(self) -> Dict[str, Any]: | ||
"""Get configuration string from AWs AppConfig and returned the parsed JSON dictionary | ||
Raises: | ||
ConfigurationException: Any validation error or appconfig error that can occur | ||
Returns: | ||
Dict[str, Any]: parsed JSON dictionary | ||
""" | ||
schema: Dict[ | ||
str, Any | ||
] = ( | ||
self._schema_fetcher.get_json_configuration() | ||
) # parse result conf as JSON, keep in cache for self.max_age seconds | ||
# validate schema | ||
self._schema_validator.validate_json_schema(schema) | ||
return schema | ||
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def get_feature_toggle( | ||
self, *, feature_name: str, rules_context: Optional[Dict[str, Any]] = None, value_if_missing: bool | ||
) -> bool: | ||
"""get a feature toggle boolean value. Value is calculated according to a set of rules and conditions. | ||
see below for explanation. | ||
Args: | ||
feature_name (str): feature name that you wish to fetch | ||
rules_context (Optional[Dict[str, Any]]): dict of attributes that you would like to match the rules | ||
against, can be {'tenant_id: 'X', 'username':' 'Y', 'region': 'Z'} etc. | ||
value_if_missing (bool): this will be the returned value in case the feature toggle doesn't exist in | ||
the schema or there has been an error while fetching the | ||
configuration from appconfig | ||
Returns: | ||
bool: calculated feature toggle value. several possibilities: | ||
1. if the feature doesn't appear in the schema or there has been an error fetching the | ||
configuration -> error/warning log would appear and value_if_missing is returned | ||
2. feature exists and has no rules or no rules have matched -> return feature_default_value of | ||
the defined feature | ||
3. feature exists and a rule matches -> rule_default_value of rule is returned | ||
""" | ||
if rules_context is None: | ||
rules_context = {} | ||
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try: | ||
toggles_dict: Dict[str, Any] = self.get_configuration() | ||
except ConfigurationException: | ||
logger.error("unable to get feature toggles JSON, returning provided value_if_missing value") # noqa: E501 | ||
return value_if_missing | ||
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feature: Dict[str, Dict] = toggles_dict.get(schema.FEATURES_KEY, {}).get(feature_name, None) | ||
if feature is None: | ||
logger.warning( | ||
f"feature does not appear in configuration, using provided value_if_missing, feature_name={feature_name}, value_if_missing={value_if_missing}" # noqa: E501 | ||
) | ||
return value_if_missing | ||
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rules_list = feature.get(schema.RULES_KEY) | ||
feature_default_value = feature.get(schema.FEATURE_DEFAULT_VAL_KEY) | ||
if not rules_list: | ||
# not rules but has a value | ||
logger.debug( | ||
f"no rules found, returning feature default value, feature_name={feature_name}, default_value={feature_default_value}" # noqa: E501 | ||
) | ||
return feature_default_value | ||
# look for first rule match | ||
logger.debug( | ||
f"looking for rule match, feature_name={feature_name}, feature_default_value={feature_default_value}" | ||
) # noqa: E501 | ||
return self._handle_rules( | ||
feature_name=feature_name, | ||
rules_context=rules_context, | ||
feature_default_value=feature_default_value, | ||
rules=rules_list, | ||
) | ||
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def get_all_enabled_feature_toggles(self, *, rules_context: Optional[Dict[str, Any]] = None) -> List[str]: | ||
"""Get all enabled feature toggles while also taking into account rule_context (when a feature has defined rules) | ||
Args: | ||
rules_context (Optional[Dict[str, Any]]): dict of attributes that you would like to match the rules | ||
against, can be {'tenant_id: 'X', 'username':' 'Y', 'region': 'Z'} etc. | ||
Returns: | ||
List[str]: a list of all features name that are enabled by also taking into account | ||
rule_context (when a feature has defined rules) | ||
""" | ||
if rules_context is None: | ||
rules_context = {} | ||
try: | ||
toggles_dict: Dict[str, Any] = self.get_configuration() | ||
except ConfigurationException: | ||
logger.error("unable to get feature toggles JSON") # noqa: E501 | ||
return [] | ||
ret_list = [] | ||
features: Dict[str, Any] = toggles_dict.get(schema.FEATURES_KEY, {}) | ||
for feature_name, feature_dict_def in features.items(): | ||
rules_list = feature_dict_def.get(schema.RULES_KEY, []) | ||
feature_default_value = feature_dict_def.get(schema.FEATURE_DEFAULT_VAL_KEY) | ||
if feature_default_value and not rules_list: | ||
self._logger.debug( | ||
f"feature is enabled by default and has no defined rules, feature_name={feature_name}" | ||
) | ||
ret_list.append(feature_name) | ||
elif self._handle_rules( | ||
feature_name=feature_name, | ||
rules_context=rules_context, | ||
feature_default_value=feature_default_value, | ||
rules=rules_list, | ||
): | ||
self._logger.debug(f"feature's calculated value is True, feature_name={feature_name}") | ||
ret_list.append(feature_name) | ||
return ret_list |
2 changes: 2 additions & 0 deletions
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aws_lambda_powertools/utilities/feature_toggles/exceptions.py
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class ConfigurationException(Exception): | ||
"""When a a configuration store raises an exception on config retrieval or parsing""" |
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from enum import Enum | ||
from typing import Any, Dict | ||
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from .exceptions import ConfigurationException | ||
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FEATURES_KEY = "features" | ||
RULES_KEY = "rules" | ||
FEATURE_DEFAULT_VAL_KEY = "feature_default_value" | ||
CONDITIONS_KEY = "conditions" | ||
RULE_NAME_KEY = "rule_name" | ||
RULE_DEFAULT_VALUE = "value_when_applies" | ||
CONDITION_KEY = "key" | ||
CONDITION_VALUE = "value" | ||
CONDITION_ACTION = "action" | ||
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class ACTION(str, Enum): | ||
EQUALS = "EQUALS" | ||
STARTSWITH = "STARTSWITH" | ||
ENDSWITH = "ENDSWITH" | ||
CONTAINS = "CONTAINS" | ||
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class SchemaValidator: | ||
def __init__(self, logger: object): | ||
self._logger = logger | ||
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def _raise_conf_exc(self, error_str: str) -> None: | ||
self._logger.error(error_str) | ||
raise ConfigurationException(error_str) | ||
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def _validate_condition(self, rule_name: str, condition: Dict[str, str]) -> None: | ||
if not condition or not isinstance(condition, dict): | ||
self._raise_conf_exc(f"invalid condition type, not a dictionary, rule_name={rule_name}") | ||
action = condition.get(CONDITION_ACTION, "") | ||
if action not in [ACTION.EQUALS.value, ACTION.STARTSWITH.value, ACTION.ENDSWITH.value, ACTION.CONTAINS.value]: | ||
self._raise_conf_exc(f"invalid action value, rule_name={rule_name}, action={action}") | ||
key = condition.get(CONDITION_KEY, "") | ||
if not key or not isinstance(key, str): | ||
self._raise_conf_exc(f"invalid key value, key has to be a non empty string, rule_name={rule_name}") | ||
value = condition.get(CONDITION_VALUE, "") | ||
if not value: | ||
self._raise_conf_exc(f"missing condition value, rule_name={rule_name}") | ||
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def _validate_rule(self, feature_name: str, rule: Dict[str, Any]) -> None: | ||
if not rule or not isinstance(rule, dict): | ||
self._raise_conf_exc(f"feature rule is not a dictionary, feature_name={feature_name}") | ||
rule_name = rule.get(RULE_NAME_KEY) | ||
if not rule_name or rule_name is None or not isinstance(rule_name, str): | ||
self._raise_conf_exc(f"invalid rule_name, feature_name={feature_name}") | ||
rule_default_value = rule.get(RULE_DEFAULT_VALUE) | ||
if rule_default_value is None or not isinstance(rule_default_value, bool): | ||
self._raise_conf_exc(f"invalid rule_default_value, rule_name={rule_name}") | ||
conditions = rule.get(CONDITIONS_KEY, {}) | ||
if not conditions or not isinstance(conditions, list): | ||
self._raise_conf_exc(f"invalid condition, rule_name={rule_name}") | ||
# validate conditions | ||
for condition in conditions: | ||
self._validate_condition(rule_name, condition) | ||
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def _validate_feature(self, feature_name: str, feature_dict_def: Dict[str, Any]) -> None: | ||
if not feature_dict_def or not isinstance(feature_dict_def, dict): | ||
self._raise_conf_exc(f"invalid AWS AppConfig JSON schema detected, feature {feature_name} is invalid") | ||
feature_default_value = feature_dict_def.get(FEATURE_DEFAULT_VAL_KEY) | ||
if feature_default_value is None or not isinstance(feature_default_value, bool): | ||
self._raise_conf_exc(f"missing feature_default_value for feature, feature_name={feature_name}") | ||
# validate rules | ||
rules = feature_dict_def.get(RULES_KEY, []) | ||
if not rules: | ||
return | ||
if not isinstance(rules, list): | ||
self._raise_conf_exc(f"feature rules is not a list, feature_name={feature_name}") | ||
for rule in rules: | ||
self._validate_rule(feature_name, rule) | ||
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def validate_json_schema(self, schema: Dict[str, Any]) -> None: | ||
if not isinstance(schema, dict): | ||
self._raise_conf_exc("invalid AWS AppConfig JSON schema detected, root schema is not a dictionary") | ||
features_dict: Dict = schema.get(FEATURES_KEY) | ||
if not isinstance(features_dict, dict): | ||
self._raise_conf_exc("invalid AWS AppConfig JSON schema detected, missing features dictionary") | ||
for feature_name, feature_dict_def in features_dict.items(): | ||
self._validate_feature(feature_name, feature_dict_def) |
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aws_lambda_powertools/utilities/feature_toggles/schema_fetcher.py
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from abc import ABC, abstractclassmethod | ||
from typing import Any, Dict | ||
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class SchemaFetcher(ABC): | ||
def __init__(self, configuration_name: str, cache_seconds: int): | ||
self.configuration_name = configuration_name | ||
self._cache_seconds = cache_seconds | ||
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@abstractclassmethod | ||
def get_json_configuration(self) -> Dict[str, Any]: | ||
"""Get configuration string from any configuration storing service and return the parsed JSON dictionary | ||
Raises: | ||
ConfigurationException: Any error that can occur during schema fetch or JSON parse | ||
Returns: | ||
Dict[str, Any]: parsed JSON dictionary | ||
""" | ||
return None |
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