Refactor Validator to new StructuredDict class that uses JSON Schema

- Uses JSON schema for all validation (so far no custom code needed)
 - Can migrate up and down with any versioning scheme
 - Does migrations with regular dictionary operations instead of a DSL
This commit is contained in:
Alex Liebowitz 2016-10-14 07:58:25 -04:00
parent e647663c34
commit 3f22f39ce1
3 changed files with 58 additions and 155 deletions

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@ -0,0 +1,57 @@
import jsonschema
import logging
from jsonschema import ValidationError
log = logging.getLogger(__name__)
class StructuredDict(dict):
"""
A dictionary that enforces a structure specified by a schema, and supports
migration between different versions of the schema.
"""
# To be specified in sub-classes, an array in the format
# [(version, schema, migration), ...]
_versions = []
# Used internally to allow schema lookups by version number
_schemas = {}
version = None
def __init__(self, value, starting_version, migrate=True, target_version=None):
dict.__init__(self, value)
self.version = starting_version
self._schemas = dict([(version, schema) for (version, schema, _) in self._versions])
self.validate(starting_version)
if migrate:
self.migrate(target_version)
def validate(self, version):
jsonschema.validate(self, self._schemas[version])
def migrate(self, target_version=None):
if target_version:
assert self._versions.index(target_version) > self.versions.index(self.version), "Current version is above target version"
above_starting_version = False
for version, schema, migration in self._versions:
if not above_starting_version:
if version == self.version:
above_starting_version = True
continue
migration()
try:
self.validate(version)
except ValidationError as e:
raise ValidationError, "Could not migrate to version %s due to validation error: %s" % (version, e.message)
self.version = version
if target_version and version == target_version:
break

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@ -1,155 +0,0 @@
import json
import logging
from copy import deepcopy
from distutils.version import StrictVersion
from lbrynet.core.utils import version_is_greater_than
log = logging.getLogger(__name__)
def skip_validate(value):
return True
def processor(cls):
for methodname in dir(cls):
method = getattr(cls, methodname)
if hasattr(method, 'cmd_name'):
cls.commands.update({method.cmd_name: methodname})
return cls
def cmd(cmd_name):
def wrapper(func):
func.cmd_name = cmd_name
return func
return wrapper
@processor
class Validator(dict):
"""
Base class for validated dictionaries
"""
# override these
current_version = None
versions = {}
migrations = []
# built in commands
DO_NOTHING = "do_nothing"
UPDATE = "update_key"
IF_KEY = "if_key"
REQUIRE = "require"
SKIP = "skip"
OPTIONAL = "optional"
LOAD = "load"
IF_VAL = "if_val"
commands = {}
@classmethod
def load_from_hex(cls, hex_val):
return cls(json.loads(hex_val.decode('hex')))
@classmethod
def validate(cls, value):
if cls(value):
return True
else:
return False
def __init__(self, value, process_now=False):
dict.__init__(self)
self._skip = []
value_to_load = deepcopy(value)
if process_now:
self.process(value_to_load)
self._verify_value(value_to_load)
self.version = self.get('ver', "0.0.1")
def process(self, value):
if self.migrations is not None:
self._migrate_value(value)
@cmd(DO_NOTHING)
def _do_nothing(self):
pass
@cmd(SKIP)
def _add_to_skipped(self, rx_value, key):
if key not in self._skip:
self._skip.append(key)
@cmd(UPDATE)
def _update(self, rx_value, old_key, new_key):
rx_value.update({new_key: rx_value.pop(old_key)})
@cmd(IF_KEY)
def _if_key(self, rx_value, key, if_true, if_else):
if key in rx_value:
return self._handle(if_true, rx_value)
return self._handle(if_else, rx_value)
@cmd(IF_VAL)
def _if_val(self, rx_value, key, val, if_true, if_else):
if key in rx_value:
if rx_value[key] == val:
return self._handle(if_true, rx_value)
return self._handle(if_else, rx_value)
@cmd(LOAD)
def _load(self, rx_value, key, value):
rx_value.update({key: value})
@cmd(REQUIRE)
def _require(self, rx_value, key, validator=None):
if key not in self._skip:
assert key in rx_value, "Key is missing: %s" % key
if isinstance(validator, type):
assert isinstance(rx_value[key], validator), "%s: %s isn't required %s" % (key, type(rx_value[key]), validator)
elif callable(validator):
assert validator(rx_value[key]), "Failed to validate %s" % key
self.update({key: rx_value.pop(key)})
@cmd(OPTIONAL)
def _optional(self, rx_value, key, validator=None):
if key in rx_value and key not in self._skip:
if isinstance(validator, type):
assert isinstance(rx_value[key], validator), "%s type %s isn't required %s" % (key, type(rx_value[key]), validator)
elif callable(validator):
assert validator(rx_value[key]), "Failed to validate %s" % key
self.update({key: rx_value.pop(key)})
def _handle(self, cmd_tpl, value):
if cmd_tpl == Validator.DO_NOTHING:
return
command = cmd_tpl[0]
f = getattr(self, self.commands[command])
if len(cmd_tpl) > 1:
args = (value,) + cmd_tpl[1:]
f(*args)
else:
f()
def _load_revision(self, version, value):
for k in self.versions[version]:
self._handle(k, value)
def _verify_value(self, value):
val_ver = value.get('ver', "0.0.1")
# verify version requirements in reverse order starting from the version asserted in the value
versions = sorted([v for v in self.versions if not version_is_greater_than(v, val_ver)], key=StrictVersion, reverse=True)
for version in versions:
self._load_revision(version, value)
assert value == {} or value.keys() == self._skip, "Unknown keys: %s" % json.dumps(value)
def _migrate_value(self, value):
for migration in self.migrations:
self._run_migration(migration, value)
def _run_migration(self, commands, value):
for cmd in commands:
self._handle(cmd, value)

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@ -40,6 +40,7 @@ requires = [
'lbryum', 'lbryum',
'jsonrpc', 'jsonrpc',
'simplejson', 'simplejson',
'jsonschema',
'appdirs', 'appdirs',
'six==1.9.0', 'six==1.9.0',
'base58', 'base58',