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test_schema.py
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# Copyright The Cloud Custodian Authors.
# SPDX-License-Identifier: Apache-2.0
from unittest import mock
from jsonschema.exceptions import best_match, ValidationError
from c7n.exceptions import PolicyValidationError
from c7n.filters import ValueFilter
from c7n.registry import PluginRegistry
from c7n.resources import load_resources
from c7n.schema import (
StructureParser, ElementSchema, resource_vocabulary,
JsonSchemaValidator, validate, generate,
specific_error, policy_error_scope)
from c7n import schema
from .common import BaseTest
class StructureParserTest(BaseTest):
def test_extra_keys(self):
p = StructureParser()
with self.assertRaises(PolicyValidationError) as ecm:
p.validate({'accounts': []})
self.assertTrue(str(ecm.exception).startswith('Policy files top level keys'))
def test_bad_top_level_datastruct(self):
p = StructureParser()
with self.assertRaises(PolicyValidationError) as ecm:
p.validate([])
self.assertTrue(str(ecm.exception).startswith(
'Policy file top level data structure'))
def test_policies_missing(self):
p = StructureParser()
with self.assertRaises(PolicyValidationError) as ecm:
p.validate({})
self.assertTrue(str(ecm.exception).startswith(
"`policies` list missing"))
def test_policies_not_list(self):
p = StructureParser()
with self.assertRaises(PolicyValidationError) as ecm:
p.validate({'policies': {}})
self.assertTrue(str(ecm.exception).startswith(
"`policies` key should be an array/list"))
def test_policy_missing_required(self):
p = StructureParser()
with self.assertRaises(PolicyValidationError) as ecm:
p.validate({'policies': [{'resource': 'aws.ec2'}]})
self.assertTrue(str(ecm.exception).startswith(
"policy missing required keys"))
def test_policy_extra_key(self):
p = StructureParser()
with self.assertRaises(PolicyValidationError) as ecm:
p.validate({'policies': [{
'name': 'foo', 'extra': 1, 'resource': 'aws.ec2'}]})
self.assertEqual(str(ecm.exception),
"policy:foo has unknown keys: extra")
def test_invalid_action(self):
p = StructureParser()
with self.assertRaises(PolicyValidationError) as ecm:
p.validate({'policies': [{
'name': 'foo', 'resource': 'ec2', 'actions': {}}]})
self.assertTrue(str(ecm.exception).startswith(
'policy:foo must use a list for actions found:dict'))
with self.assertRaises(PolicyValidationError) as ecm:
p.validate({'policies': [{
'name': 'foo', 'resource': 'ec2', 'actions': [[]]}]})
self.assertTrue(str(ecm.exception).startswith(
'policy:foo action must be a mapping/dict found:list'))
def test_null_actions(self):
p = StructureParser()
p.validate({'policies': [{'name': 'foo', 'resource': 'ec2', 'actions': None}]})
def test_null_filters(self):
p = StructureParser()
p.validate({'policies': [{'name': 'foo', 'resource': 'ec2', 'filters': None}]})
def test_invalid_mode(self):
p = StructureParser()
with self.assertRaises(PolicyValidationError) as ecm:
p.validate({'policies': [{
'name': 'foo', 'resource': 'ec2', 'mode': None}]})
self.assertTrue(str(ecm.exception).startswith(
'invalid `mode` declaration'))
with self.assertRaises(PolicyValidationError) as ecm:
p.validate({'policies': [{
'name': 'foo', 'resource': 'ec2', 'mode': []}]})
self.assertTrue(str(ecm.exception).startswith(
'invalid `mode` declaration'))
def test_invalid_filter(self):
p = StructureParser()
with self.assertRaises(PolicyValidationError) as ecm:
p.validate({'policies': [{
'name': 'foo', 'resource': 'ec2', 'filters': {}}]})
self.assertTrue(str(ecm.exception).startswith(
'policy:foo must use a list for filters found:dict'))
with self.assertRaises(PolicyValidationError) as ecm:
p.validate({'policies': [{
'name': 'foo', 'resource': 'ec2', 'filters': [[]]}]})
self.assertTrue(str(ecm.exception).startswith(
'policy:foo filter must be a mapping/dict found:list'))
def test_policy_not_mapping(self):
p = StructureParser()
with self.assertRaises(PolicyValidationError) as ecm:
p.validate({'policies': [[]]})
self.assertTrue(str(ecm.exception).startswith(
'policy must be a dictionary/mapping found:list'))
def test_get_resource_types(self):
p = StructureParser()
self.assertEqual(
p.get_resource_types({'policies': [
{'resource': 'ec2'}, {'resource': 'gcp.instance'}]}),
{'aws.ec2', 'gcp.instance'})
class SchemaTest(BaseTest):
validator = None
def findError(self, data, validator):
e = best_match(validator.iter_errors(data))
ex = specific_error(list(validator.iter_errors(data))[0])
return e, ex
def setUp(self):
if not self.validator:
self.validator = JsonSchemaValidator(generate())
def get_validator(self, data):
# return a jsonschema validator for the policy data
# use the policy loader to load the resource types
self.policy_loader.load_data(
data, file_uri='memory://', validate=False)
rtypes = StructureParser().get_resource_types(data)
return self.policy_loader.validator.gen_schema(tuple(rtypes))
def test_empty_skeleton(self):
self.assertEqual(
self.policy_loader.validator.validate(
{"policies": []}),
[])
def test_empty_with_lazy_load(self):
empty_registry = PluginRegistry('stuff')
self.patch(schema, 'clouds', empty_registry)
policy_schema = generate()
self.assertEqual(
policy_schema['properties']['policies']['items'],
{'type': 'object'})
def test_duplicate_policies(self):
data = {
"policies": [
{"name": "monday-morning", "resource": "ec2"},
{"name": "monday-morning", "resource": "ec2"}]}
# use the policy loader to load the resource types
self.policy_loader.load_data(
data, file_uri='memory://', validate=False)
result = self.policy_loader.validator.validate(data)
self.assertEqual(len(result), 2)
self.assertTrue(isinstance(result[0], ValueError))
self.assertTrue("monday-morning" in str(result[0]))
def test_py3_policy_error(self):
data = {
'policies': [{
'name': 'policy-ec2',
'resource': 'ec2',
'actions': [
{'type': 'terminate',
'force': 'asdf'}]}]}
self.policy_loader.load_data(
data, file_uri='memory://', validate=False)
result = self.policy_loader.validator.validate(data)
self.assertEqual(len(result), 2)
err, policy = result
self.assertTrue("'asdf' is not of type 'boolean'" in str(err).replace("u'", "'"))
self.assertEqual(policy, 'policy-ec2')
def test_policy_name_regex(self):
data = {
'policies': [
{
"name": "test-1.2.1",
"resource": "aws.ebs",
}
]
}
validator = self.get_validator(data)
errors = list(validator.iter_errors(data))
self.assertEqual(len(errors), 1)
error = specific_error(errors[0])
assert str(error).startswith("'test-1.2.1' does not match")
def test_bad_condition_value(self):
data = {
'policies': [
{
"name": "test",
"resource": "aws.ec2",
"conditions": [
{
'type': 'value',
'key': 'account_id',
'op': 'in',
'value': {'target_accounts': None},
}
],
}
]
}
validator = self.get_validator(data)
errors = list(validator.iter_errors(data))
assert len(errors) == 1
error = specific_error(errors[0])
assert error.message == (
"{'target_accounts': None} is not valid under any of the given schemas"
)
def test_semantic_error_common_filter_provider_prefixed(self):
data = {
'policies': [{
'name': 'test',
'resource': 's3',
'filters': [{
'type': 'metrics',
'name': 'BucketSizeBytes',
'dimensions': [{
'StorageType': 'StandardStorage'}],
'days': 7,
'value': 100,
'op': 'gte'}]}]}
# load s3 resource
validator = self.get_validator(data)
errors = list(validator.iter_errors(data))
self.assertEqual(len(errors), 1)
error = specific_error(errors[0])
self.assertIn(
"[{'StorageType': 'StandardStorage'}] is not of type 'object'",
str(error))
def test_semantic_mode_error(self):
data = {
'policies': [{
'name': 'test',
'resource': 'ec2',
'mode': {
'type': 'periodic',
'scheduled': 'oops'}}]}
validator = self.get_validator(data)
errors = list(validator.iter_errors(data))
self.assertEqual(len(errors), 1)
error = specific_error(errors[0])
self.assertTrue(
len(errors[0].absolute_schema_path) < len(error.absolute_schema_path)
)
self.assertTrue("'scheduled' was unexpected" in str(error))
self.assertTrue(len(str(error)) < 2000)
def test_semantic_error_policy_scope(self):
data = {
'policies': [
{'actions': [{'key': 'AES3000',
'type': 'encryption',
'value': 'This resource should have AES3000 encryption'}],
'description': 'Identify resources which lack our outrageous cipher',
'name': 'bogus-policy',
'resource': 'aws.waf'}]}
load_resources(('aws.waf',))
validator = self.policy_loader.validator.gen_schema(('aws.waf',))
errors = list(validator.iter_errors(data))
self.assertEqual(len(errors), 1)
error = policy_error_scope(specific_error(errors[0]), data)
self.assertTrue("policy:bogus-policy" in error.message)
def test_semantic_error(self):
data = {
"policies": [
{
"name": "test",
"resource": "ec2",
"filters": {"type": "ebs", "skipped_devices": []},
}
]
}
load_resources(('aws.ec2',))
validator = self.policy_loader.validator.gen_schema(('aws.ec2',))
# probably should just ditch this test
errors = list(validator.iter_errors(data))
self.assertEqual(len(errors), 1)
error = specific_error(errors[0])
self.assertTrue(
len(errors[0].absolute_schema_path) < len(error.absolute_schema_path)
)
self.assertTrue("'skipped_devices': []" in error.message)
self.assertTrue(
"u'type': u'ebs'" in error.message or "'type': 'ebs'" in error.message
)
@mock.patch("c7n.schema.specific_error")
def test_handle_specific_error_fail(self, mock_specific_error):
from jsonschema.exceptions import ValidationError
data = {
"policies": [
{
"name": "test",
"resource": "aws.ec2",
"filters": {"type": "ebs", "invalid": []},
}
]
}
mock_specific_error.side_effect = ValueError(
"The specific error crapped out hard"
)
load_resources(('aws.ec2',))
resp = validate(data)
# if it is 2, then we know we got the exception from specific_error
self.assertEqual(len(resp), 2)
self.assertIsInstance(resp[0], ValidationError)
self.assertIsInstance(resp[1], ValidationError)
def test_semantic_error_with_nested_resource_key(self):
data = {
'policies': [{
'name': 'team-tag-ebs-snapshot-audit',
'resource': 'ebs-snapshot',
'actions': [
{'type': 'copy-related-tag',
'resource': 'ebs',
'skip_missing': True,
'key': 'VolumeId',
'tags': 'Team'}]}]}
load_resources(('aws.ebs',))
validator = self.get_validator(data)
errors = list(validator.iter_errors(data))
self.assertEqual(len(errors), 1)
error = specific_error(errors[0])
self.assertTrue('Team' in error.message)
def test_vars_and_tags(self):
data = {
"vars": {"alpha": 1, "beta": 2},
"policies": [{"name": "test", "resource": "ec2", "tags": ["controls"]}],
}
load_resources(('aws.ec2',))
validator = self.get_validator(data)
self.assertEqual(list(validator.iter_errors(data)), [])
def test_metadata(self):
data = {
"policies": [
{
"name": "object_test",
"resource": "ec2",
"metadata": {
"createdBy": "Totoro",
"version": 1988,
"relatedTo": ['Ghibli', 'Classic', 'Miyazaki']
}
}
],
}
load_resources(('aws.ec2',))
validator = self.get_validator(data)
self.assertEqual(list(validator.iter_errors(data)), [])
def test_semantic_error_on_value_derived(self):
data = {
"policies": [
{
"name": "test",
"resource": "ec2",
"filters": [{"type": "ebs", "skipped_devices": []}],
}
]
}
validator = self.get_validator(data)
errors = list(validator.iter_errors(data))
self.assertEqual(len(errors), 1)
error = specific_error(errors[0])
self.assertTrue(
len(errors[0].absolute_schema_path) < len(error.absolute_schema_path)
)
self.assertTrue("Additional properties are not allowed " in error.message)
self.assertTrue("'skipped_devices' was unexpected" in error.message)
def test_invalid_resource_type(self):
data = {
"policies": [{"name": "instance-policy",
"resource": "ec3", "filters": []}]
}
self.assertRaises(PolicyValidationError, self.get_validator, data)
def xtest_value_filter_short_form_invalid(self):
# this tests helps smoke out overly permissive schemas
rtypes = ('aws.elb',)
load_resources(rtypes)
for rtype in rtypes:
data = {
"policies": [
{
"name": "instance-policy",
"resource": rtype,
"filters": [{"tag:Role": "webserver"}],
}
]
}
validator = self.policy_loader.validator.gen_schema((rtype,))
# Disable standard value short form
validator.schema["definitions"]["filters"][
"valuekv"] = {"type": "number"}
errors = list(validator.iter_errors(data))
self.assertEqual(len(errors), 1)
def test_nested_bool_operators(self):
data = {
"policies": [
{
"name": "test",
"resource": "ec2",
"filters": [
{
"or": [
{"tag:Role": "webserver"},
{"type": "value", "key": "x", "value": []},
{"and": [{"tag:Name": "cattle"}, {"tag:Env": "prod"}]},
]
}
],
}
]
}
load_resources(('aws.ec2',))
validator = self.policy_loader.validator.gen_schema(('aws.ec2',))
errors = list(validator.iter_errors(data))
self.assertEqual(errors, [])
def test_bool_operator_child_validation(self):
data = {'policies': [
{'name': 'test',
'resource': 'ec2',
'filters': [
{'or': [
{'type': 'imagex', 'key': 'tag:Foo', 'value': 'a'}
]}]}]}
load_resources(('aws.ec2',))
validator = self.policy_loader.validator.gen_schema(('aws.ec2',))
errors = list(validator.iter_errors(data))
self.assertTrue(errors)
def test_value_filter_short_form(self):
data = {
"policies": [
{
"name": "instance-policy",
"resource": "elb",
"filters": [{"tag:Role": "webserver"}],
}
]
}
validator = self.get_validator(data)
errors = list(validator.iter_errors(data))
self.assertEqual(errors, [])
def test_event_inherited_value_filter(self):
data = {
"policies": [
{
"name": "test",
"resource": "ec2",
"filters": [
{
"type": "event",
"key": "detail.requestParameters",
"value": "absent",
}
],
}
]
}
errors = list(self.validator.iter_errors(data))
self.assertEqual(errors, [])
def test_ebs_inherited_value_filter(self):
data = {
"policies": [
{
"name": "test",
"resource": "ec2",
"filters": [
{
"type": "ebs",
"key": "Encrypted",
"value": False,
"skip-devices": ["/dev/sda1", "/dev/xvda"],
}
],
}
]
}
errors = list(self.validator.iter_errors(data))
self.assertEqual(errors, [])
def test_offhours_stop(self):
data = {
"policies": [
{
"name": "ec2-offhours-stop",
"resource": "ec2",
"filters": [
{"tag:aws:autoscaling:groupName": "absent"},
{
"type": "offhour",
"tag": "c7n_downtime",
"default_tz": "et",
"offhour": 19,
},
],
}
]
}
validator = self.get_validator(data)
errors = list(validator.iter_errors(data))
self.assertEqual(len(errors), 0)
def test_instance_age(self):
data = {
"policies": [
{
"name": "ancient-instances",
"resource": "ec2",
"query": [{"instance-state-name": "running"}],
"filters": [{"days": 60, "type": "instance-age"}],
}
]
}
errors = list(self.get_validator(data).iter_errors(data))
self.assertEqual(len(errors), 0)
def test_mark_for_op(self):
data = {
"policies": [
{
"name": "ebs-mark-delete",
"resource": "ebs",
"filters": [],
"actions": [{"type": "mark-for-op", "op": "delete", "days": 30}],
}
]
}
validator = self.get_validator(data)
errors = list(validator.iter_errors(data))
self.assertEqual(len(errors), 0)
def test_runtime(self):
data = {
"policies": [
{
"name": "test",
"resource": "s3",
"mode": {
"execution-options": {"metrics_enabled": False},
"type": "periodic",
"schedule": "xyz",
"runtime": None
},
}
]
}
self.policy_loader.load_data(
data, file_uri='memory://', validate=False)
def errors_with(runtime):
data['policies'][0]['mode']['runtime'] = runtime
return self.policy_loader.validator.validate(data)
self.assertEqual(len(errors_with("python2.7")), 2)
self.assertEqual(len(errors_with("python3.11")), 0)
self.assertEqual(len(errors_with("python4.5")), 2)
def test_element_resolve(self):
vocab = resource_vocabulary()
self.assertEqual(ElementSchema.resolve(vocab, 'mode.periodic').type, 'periodic')
self.assertEqual(ElementSchema.resolve(vocab, 'aws.ec2').type, 'ec2')
self.assertEqual(ElementSchema.resolve(vocab, 'aws.ec2.actions.stop').type, 'stop')
self.assertRaises(ValueError, ElementSchema.resolve, vocab, 'aws.ec2.actions.foo')
def test_element_doc(self):
class A:
pass
class B:
"""Hello World
xyz
"""
class C(B):
pass
class D(ValueFilter):
pass
class E(ValueFilter):
"""Something"""
class F(D):
pass
class G(E):
pass
self.assertEqual(ElementSchema.doc(G), "Something")
self.assertEqual(ElementSchema.doc(D), "")
self.assertEqual(ElementSchema.doc(F), "")
self.assertEqual(
ElementSchema.doc(B), "Hello World\n\nxyz")
def test_validate_variable_references(self):
data = {
"policies": [
{
"name": "set-log-group-retention",
"resource": "aws.log-group",
"actions": [
{
"type": "retention",
}
],
}
]
}
validator = self.get_validator(data)
for days, expect_failure in [
(30, False),
(30.1, True),
(True, True),
("foo", True),
("{retention_days}", False),
("foo{retention_days}", True),
("{retention_days}bar", True),
]:
data["policies"][0]["actions"][0]["days"] = days
failed = any(
isinstance(err, ValidationError)
for err in validate(data, validator.schema)
)
self.assertEqual(failed, expect_failure)