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test_schema_validation.py
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import logging
import pytest # noqa: F401
from aws_lambda_powertools.utilities.feature_flags.exceptions import SchemaValidationError
from aws_lambda_powertools.utilities.feature_flags.schema import (
CONDITION_ACTION,
CONDITION_KEY,
CONDITION_VALUE,
CONDITIONS_KEY,
FEATURE_DEFAULT_VAL_KEY,
RULE_MATCH_VALUE,
RULES_KEY,
ConditionsValidator,
RuleAction,
RulesValidator,
SchemaValidator,
)
logger = logging.getLogger(__name__)
EMPTY_SCHEMA = {"": ""}
def test_invalid_features_dict():
validator = SchemaValidator(schema=[])
with pytest.raises(SchemaValidationError):
validator.validate()
def test_empty_features_not_fail():
validator = SchemaValidator(schema={})
validator.validate()
@pytest.mark.parametrize(
"schema",
[
pytest.param({"my_feature": []}, id="feat_as_list"),
pytest.param({"my_feature": {}}, id="feat_empty_dict"),
pytest.param({"my_feature": {FEATURE_DEFAULT_VAL_KEY: "False"}}, id="feat_default_non_bool"),
pytest.param({"my_feature": {FEATURE_DEFAULT_VAL_KEY: False, RULES_KEY: "4"}}, id="feat_rules_non_dict"),
pytest.param("%<>[]{}|^", id="unsafe-rfc3986"),
],
)
def test_invalid_feature(schema):
validator = SchemaValidator(schema)
with pytest.raises(SchemaValidationError):
validator.validate()
def test_valid_feature_dict():
# empty rules list
schema = {"my_feature": {FEATURE_DEFAULT_VAL_KEY: False, RULES_KEY: []}}
validator = SchemaValidator(schema)
validator.validate()
# no rules list at all
schema = {"my_feature": {FEATURE_DEFAULT_VAL_KEY: False}}
validator = SchemaValidator(schema)
validator.validate()
def test_invalid_rule():
# rules list is not a list of dict
schema = {
"my_feature": {
FEATURE_DEFAULT_VAL_KEY: False,
RULES_KEY: [
"a",
"b",
],
}
}
validator = SchemaValidator(schema)
with pytest.raises(SchemaValidationError):
validator.validate()
# rules RULE_MATCH_VALUE is not bool
schema = {
"my_feature": {
FEATURE_DEFAULT_VAL_KEY: False,
RULES_KEY: {
"tenant id equals 345345435": {
RULE_MATCH_VALUE: "False",
}
},
}
}
validator = SchemaValidator(schema)
with pytest.raises(SchemaValidationError):
validator.validate()
# missing conditions list
schema = {
"my_feature": {
FEATURE_DEFAULT_VAL_KEY: False,
RULES_KEY: {
"tenant id equals 345345435": {
RULE_MATCH_VALUE: False,
}
},
}
}
validator = SchemaValidator(schema)
with pytest.raises(SchemaValidationError):
validator.validate()
# condition list is empty
schema = {
"my_feature": {
FEATURE_DEFAULT_VAL_KEY: False,
RULES_KEY: {
"tenant id equals 345345435": {RULE_MATCH_VALUE: False, CONDITIONS_KEY: []},
},
}
}
validator = SchemaValidator(schema)
with pytest.raises(SchemaValidationError):
validator.validate()
# condition is invalid type, not list
schema = {
"my_feature": {
FEATURE_DEFAULT_VAL_KEY: False,
RULES_KEY: {
"tenant id equals 345345435": {RULE_MATCH_VALUE: False, CONDITIONS_KEY: {}},
},
}
}
validator = SchemaValidator(schema)
with pytest.raises(SchemaValidationError):
validator.validate()
def test_invalid_condition():
# invalid condition action
schema = {
"my_feature": {
FEATURE_DEFAULT_VAL_KEY: False,
RULES_KEY: {
"tenant id equals 345345435": {
RULE_MATCH_VALUE: False,
CONDITIONS_KEY: {CONDITION_ACTION: "stuff", CONDITION_KEY: "a", CONDITION_VALUE: "a"},
}
},
}
}
validator = SchemaValidator(schema)
with pytest.raises(SchemaValidationError):
validator.validate()
# missing condition key and value
schema = {
"my_feature": {
FEATURE_DEFAULT_VAL_KEY: False,
RULES_KEY: {
"tenant id equals 345345435": {
RULE_MATCH_VALUE: False,
CONDITIONS_KEY: {CONDITION_ACTION: RuleAction.EQUALS.value},
}
},
}
}
validator = SchemaValidator(schema)
with pytest.raises(SchemaValidationError):
validator.validate()
# invalid condition key type, not string
schema = {
"my_feature": {
FEATURE_DEFAULT_VAL_KEY: False,
RULES_KEY: {
"tenant id equals 345345435": {
RULE_MATCH_VALUE: False,
CONDITIONS_KEY: {
CONDITION_ACTION: RuleAction.EQUALS.value,
CONDITION_KEY: 5,
CONDITION_VALUE: "a",
},
}
},
}
}
validator = SchemaValidator(schema)
with pytest.raises(SchemaValidationError):
validator.validate()
def test_valid_condition_all_actions():
schema = {
"my_feature": {
FEATURE_DEFAULT_VAL_KEY: False,
RULES_KEY: {
"tenant id equals 645654 and username is a": {
RULE_MATCH_VALUE: True,
CONDITIONS_KEY: [
{
CONDITION_ACTION: RuleAction.EQUALS.value,
CONDITION_KEY: "tenant_id",
CONDITION_VALUE: "645654",
},
{
CONDITION_ACTION: RuleAction.STARTSWITH.value,
CONDITION_KEY: "username",
CONDITION_VALUE: "a",
},
{
CONDITION_ACTION: RuleAction.ENDSWITH.value,
CONDITION_KEY: "username",
CONDITION_VALUE: "a",
},
{
CONDITION_ACTION: RuleAction.IN.value,
CONDITION_KEY: "username",
CONDITION_VALUE: ["a", "b"],
},
{
CONDITION_ACTION: RuleAction.NOT_IN.value,
CONDITION_KEY: "username",
CONDITION_VALUE: ["c"],
},
{
CONDITION_ACTION: RuleAction.KEY_IN_VALUE.value,
CONDITION_KEY: "username",
CONDITION_VALUE: ["a", "b"],
},
{
CONDITION_ACTION: RuleAction.KEY_NOT_IN_VALUE.value,
CONDITION_KEY: "username",
CONDITION_VALUE: ["c"],
},
{
CONDITION_ACTION: RuleAction.VALUE_IN_KEY.value,
CONDITION_KEY: "groups",
CONDITION_VALUE: "SYSADMIN",
},
{
CONDITION_ACTION: RuleAction.VALUE_NOT_IN_KEY.value,
CONDITION_KEY: "groups",
CONDITION_VALUE: "GUEST",
},
],
}
},
}
}
validator = SchemaValidator(schema)
validator.validate()
def test_validate_condition_invalid_condition_type():
# GIVEN an invalid condition type of empty dict
condition = {}
# WHEN calling validate_condition
# THEN raise SchemaValidationError
with pytest.raises(SchemaValidationError, match="Feature rule condition must be a dictionary"):
ConditionsValidator.validate_condition(condition=condition, rule_name="dummy")
def test_validate_condition_invalid_condition_action():
# GIVEN an invalid condition action of foo
condition = {"action": "INVALID", "key": "tenant_id", "value": "12345"}
# WHEN calling validate_condition
# THEN raise SchemaValidationError
with pytest.raises(SchemaValidationError, match="'action' value must be either"):
ConditionsValidator.validate_condition_action(condition=condition, rule_name="dummy")
def test_validate_condition_invalid_condition_key():
# GIVEN a configuration with a missing "key"
condition = {"action": RuleAction.EQUALS.value, "value": "12345"}
# WHEN calling validate_condition
# THEN raise SchemaValidationError
with pytest.raises(SchemaValidationError, match="'key' value must be a non empty string"):
ConditionsValidator.validate_condition_key(condition=condition, rule_name="dummy")
def test_validate_condition_missing_condition_value():
# GIVEN a configuration with a missing condition value
condition = {
"action": RuleAction.EQUALS.value,
"key": "tenant_id",
}
# WHEN calling validate_condition
with pytest.raises(SchemaValidationError, match="'value' key must not be empty"):
ConditionsValidator.validate_condition_value(condition=condition, rule_name="dummy")
def test_validate_rule_invalid_rule_type():
# GIVEN an invalid rule type of empty list
# WHEN calling validate_rule
# THEN raise SchemaValidationError
with pytest.raises(SchemaValidationError, match="Feature rule must be a dictionary"):
RulesValidator.validate_rule(rule=[], rule_name="dummy", feature_name="dummy")
def test_validate_rule_invalid_rule_name():
# GIVEN a rule name is empty
# WHEN calling validate_rule_name
# THEN raise SchemaValidationError
with pytest.raises(SchemaValidationError, match="Rule name key must have a non-empty string"):
RulesValidator.validate_rule_name(rule_name="", feature_name="dummy")