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Fri, Jan 17, 5:28 PM

import logging
from bson import ObjectId, tz_util
from datetime import datetime
import cerberus.errors
from import Validator
from flask import current_app
import pillar.markdown
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:
# This ensures the modifications made by v's coercion rules are
# visible to this validator's output.
self.current[field] = v.current
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")
def _validate_type_iprange(self, field_name: str, value: str):
"""Ensure the field contains a valid IP address.
Supports both IPv6 and IPv4 ranges. Requires the IPy module.
from IPy import IP
ip = IP(value, make_net=True)
except ValueError as ex:
self._error(field_name, str(ex))
if ip.prefixlen() == 0:
self._error(field_name, 'Zero-length prefix is not allowed')
def _validate_type_binary(self, field_name: str, value: bytes):
"""Add support for binary type.
This type was actually introduced in Cerberus 1.0, so we can drop
support for this once Eve starts using that version (or newer).
if not isinstance(value, (bytes, bytearray)):
self._error(field_name, f'wrong value type {type(value)}, expected bytes or bytearray')
def _validate_coerce(self, coerce, field: str, value):
"""Override Cerberus' _validate_coerce method for richer features.
This now supports named coercion functions (available in Cerberus 1.0+)
and passes the field name to coercion functions as well.
if isinstance(coerce, str):
coerce = getattr(self, f'_normalize_coerce_{coerce}')
return coerce(field, value)
except (TypeError, ValueError):
self._error(field, cerberus.errors.ERROR_COERCION_FAILED.format(field))
def _normalize_coerce_markdown(self, field: str, value):
"""Render Markdown from this field into {field}_html.
The field name MUST NOT end in `_html`. The Markdown is read from this
field and the rendered HTML is written to the field `{field}_html`.
html = pillar.markdown.markdown(value)
field_name = pillar.markdown.cache_field_name(field)
self.current[field_name] = html
return value
if __name__ == '__main__':
from pprint import pprint
v = ValidateCustomFields()
v.schema = {
'foo': {'type': 'string', 'coerce': 'markdown'},
'foo_html': {'type': 'string'},
'nested': {
'type': 'dict',
'schema': {
'bar': {'type': 'string', 'coerce': 'markdown'},
'bar_html': {'type': 'string'},
print('Valid :', v.validate({
'foo': '# Title\n\nHeyyyy',
'nested': {'bar': 'bhahaha'},
print('Errors :', v.errors)

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