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import logging
from bson import ObjectId, tz_util
from datetime import datetime, tzinfo
from import Validator
from flask import current_app
log = logging.getLogger(__name__)
class ValidateCustomFields(Validator):
# TODO: split this into a convert_property(property, schema) and call that from this function.
def convert_properties(self, properties, node_schema):
"""Converts datetime strings and ObjectId strings to actual Python objects."""
date_format = current_app.config['RFC1123_DATE_FORMAT']
for prop in node_schema:
if prop not in properties:
schema_prop = node_schema[prop]
prop_type = schema_prop['type']
if prop_type == 'dict':
dict_valueschema = schema_prop['schema']
properties[prop] = self.convert_properties(properties[prop], dict_valueschema)
except KeyError:
dict_valueschema = schema_prop['valueschema']
self.convert_dict_values(properties[prop], dict_valueschema)
elif prop_type == 'list':
if properties[prop] in ['', '[]']:
properties[prop] = []
if 'schema' in schema_prop:
for k, val in enumerate(properties[prop]):
item_schema = {'item': schema_prop['schema']}
item_prop = {'item': properties[prop][k]}
properties[prop][k] = self.convert_properties(
item_prop, item_schema)['item']
# Convert datetime string to RFC1123 datetime
elif prop_type == 'datetime':
prop_val = properties[prop]
prop_naieve = datetime.strptime(prop_val, date_format)
prop_aware = prop_naieve.replace(tzinfo=tz_util.utc)
properties[prop] = prop_aware
elif prop_type == 'objectid':
prop_val = properties[prop]
if prop_val:
properties[prop] = ObjectId(prop_val)
properties[prop] = None
return properties
def convert_dict_values(self, dict_property, dict_valueschema):
"""Calls convert_properties() for the values in the dict.
Only validates the dict values, not the keys. Modifies the given dict in-place.
assert dict_valueschema['type'] == 'dict'
assert isinstance(dict_property, dict)
for key, val in dict_property.items():
item_schema = {'item': dict_valueschema}
item_prop = {'item': val}
dict_property[key] = self.convert_properties(item_prop, item_schema)['item']
def _validate_valid_properties(self, valid_properties, field, value):
from pillar.api.utils import project_get_node_type
projects_collection =['projects']
lookup = {'_id': ObjectId(self.document['project'])}
project = projects_collection.find_one(lookup, {
'': 1,
'node_types.dyn_schema': 1,
if project is None:
log.warning('Unknown project %s, declared by node %s',
lookup, self.document.get('_id'))
self._error(field, 'Unknown project')
return False
node_type_name = self.document['node_type']
node_type = project_get_node_type(project, node_type_name)
if node_type is None:
log.warning('Project %s has no node type %s, declared by node %s',
project, node_type_name, self.document.get('_id'))
self._error(field, 'Unknown node type')
return False
value = self.convert_properties(value, node_type['dyn_schema'])
except Exception as e:
log.warning("Error converting form properties", exc_info=True)
v = self.__class__(schema=node_type['dyn_schema'])
val = v.validate(value)
if val:
return True
log.warning('Error validating properties for node %s: %s', self.document, v.errors)
self._error(field, "Error validating properties")
def _validate_required_after_creation(self, required_after_creation, field, value):
"""Makes a value required after creation only.
Combine "required_after_creation=True" with "required=False" to allow
pre-insert hooks to set default values.
if not required_after_creation:
# Setting required_after_creation=False is the same as not mentioning this
# validator at all.
if self._id is None:
# This is a creation call, in which case this validator shouldn't run.
if not value:
self._error(field, "Value is required once the document was created")

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