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"""
generic configuration handlers
"""
import copy
import json
import logging
import os
import time
import urlparse
import jsonschema
logger = logging.getLogger(__name__)
__all__ = ['PluggableConfig',
'adaptors',
'types',
'UnknownOptionException',
'MissingValueException',
'ConfigurationProviderException',
'TypeCastException']
# exceptions
class UnknownOptionException(Exception):
"""exception raised when a non-configuration
value is present in the configuration"""
class MissingValueException(Exception):
"""exception raised when a required value is missing"""
class ConfigurationProviderException(Exception):
"""exception raised when a configuration provider is missing, etc"""
class TypeCastException(Exception):
"""exception raised when a
configuration item cannot be coerced to a type"""
class ConfigAdaptor(object):
"""
abstract base class for config adaotors for
serialization/deserialization and custom validation
and type casting.
"""
def read(self, filename):
raise NotImplementedError("abstract base class")
def write(self, config, filename):
with open(filename, 'w') as f:
self._write(f, config)
def _write(self, fp, config):
raise NotImplementedError("abstract base class")
def validate(self, config, schema):
raise NotImplementedError("abstract base class")
adaptors = {}
class JSONSchemaEncoder(json.JSONEncoder):
"""
custom default encoder that
casts python objects to json objects for
the schema validation
"""
def default(self, obj):
if obj is str:
return 'string'
if obj is unicode:
return 'string'
if obj is int:
return 'integer'
if obj is list:
return 'array'
if obj is dict:
return 'object'
if obj is bool:
return 'boolean'
class JSONAdaptor(ConfigAdaptor):
indent = 2
extensions = ['json']
def read(self, _from):
if isinstance(_from, file):
_from_string = _from.read()
if isinstance(_from, str):
_from_string = _from
return json.loads(_from_string)
def _write(self, fp, config):
fp.write(json.dumps(config,
indent=self.indent,
sort_keys=True))
def validate(self, config, schema_obj):
schema_json = JSONSchemaEncoder().encode(schema_obj)
schema = json.loads(schema_json)
jsonschema.validate(config, schema)
adaptors['json'] = JSONAdaptor()
#
# Adaptors
#
# Allow to apply a predefined set of types to the
# specs, so it checks the validity of formats and cast it
# to proper python types.
# TODO:
# - multilingual object.
# - HTTPS uri
class DateType(object):
fmt = '%Y-%m-%d'
def to_python(self, data):
return time.strptime(data, self.fmt)
def get_prep_value(self, data):
return time.strftime(self.fmt, data)
class URIType(object):
def to_python(self, data):
parsed = urlparse.urlparse(data)
if not parsed.scheme:
raise TypeCastException("uri %s has no schema" % data)
return parsed
def get_prep_value(self, data):
return data.geturl()
class HTTPSURIType(object):
def to_python(self, data):
parsed = urlparse.urlparse(data)
if not parsed.scheme:
raise TypeCastException("uri %s has no schema" % data)
if parsed.scheme != "https":
raise TypeCastException(
"uri %s does not has "
"https schema" % data)
return parsed
def get_prep_value(self, data):
return data.geturl()
types = {
'date': DateType(),
'uri': URIType(),
'https-uri': HTTPSURIType(),
}
class PluggableConfig(object):
options = {}
def __init__(self,
adaptors=adaptors,
types=types,
format=None):
self.config = {}
self.adaptors = adaptors
self.types = types
self._format = format
@property
def option_dict(self):
if hasattr(self, 'options') and isinstance(self.options, dict):
return self.options.get('properties', None)
def items(self):
"""
act like an iterator
"""
if isinstance(self.option_dict, dict):
return self.option_dict.items()
return self.options
def validate(self, config, format=None):
"""
validate config
"""
schema = self.options
if format is None:
format = self._format
if format:
adaptor = self.get_adaptor(self._format)
adaptor.validate(config, schema)
else:
# we really should make format mandatory...
logger.error('no format passed to validate')
# first round of validation is ok.
# now we proceed to cast types if any specified.
self.to_python(config)
def to_python(self, config):
"""
cast types following first type and then format indications.
"""
unseen_options = [i for i in config if i not in self.option_dict]
if unseen_options:
raise UnknownOptionException(
"Unknown options: %s" % ', '.join(unseen_options))
for key, value in config.items():
_type = self.option_dict[key].get('type')
if _type is None and 'default' in self.option_dict[key]:
_type = type(self.option_dict[key]['default'])
if _type is not None:
tocast = True
if not callable(_type) and isinstance(value, _type):
tocast = False
if tocast:
try:
config[key] = _type(value)
except BaseException, e:
raise TypeCastException(
"Could not coerce %s, %s, "
"to type %s: %s" % (key, value, _type.__name__, e))
_format = self.option_dict[key].get('format', None)
_ftype = self.types.get(_format, None)
if _ftype:
try:
config[key] = _ftype.to_python(value)
except BaseException, e:
raise TypeCastException(
"Could not coerce %s, %s, "
"to format %s: %s" % (key, value,
_ftype.__class__.__name__,
e))
return config
def prep_value(self, config):
"""
the inverse of to_python method,
called just before serialization
"""
for key, value in config.items():
_format = self.option_dict[key].get('format', None)
_ftype = self.types.get(_format, None)
if _ftype and hasattr(_ftype, 'get_prep_value'):
try:
config[key] = _ftype.get_prep_value(value)
except BaseException, e:
raise TypeCastException(
"Could not serialize %s, %s, "
"by format %s: %s" % (key, value,
_ftype.__class__.__name__,
e))
else:
config[key] = value
return config
# methods for adding configuration
def get_default_values(self):
"""
return a config options from configuration defaults
"""
defaults = {}
for key, value in self.items():
if 'default' in value:
defaults[key] = value['default']
return copy.deepcopy(defaults)
def get_adaptor(self, format):
"""
get specified format adaptor or
guess for a given filename
"""
adaptor = self.adaptors.get(format, None)
if adaptor:
return adaptor
# not registered in adaptors dict, let's try all
for adaptor in self.adaptors.values():
if format in adaptor.extensions:
return adaptor
def filename2format(self, filename):
extension = os.path.splitext(filename)[-1]
return extension.lstrip('.') or None
def serialize(self, filename, format=None, full=False):
if not format:
format = self._format
if not format:
format = self.filename2format(filename)
if not format:
raise Exception('Please specify a format')
# TODO: more specific exception type
adaptor = self.get_adaptor(format)
if not adaptor:
raise Exception("Adaptor not found for format: %s" % format)
config = copy.deepcopy(self.config)
serializable = self.prep_value(config)
adaptor.write(serializable, filename)
def deserialize(self, string=None, fromfile=None, format=None):
"""
load configuration from a file or string
"""
def _try_deserialize():
if fromfile:
with open(fromfile, 'r') as f:
content = adaptor.read(f)
elif string:
content = adaptor.read(string)
return content
# XXX cleanup this!
if fromfile:
assert os.path.exists(fromfile)
if not format:
format = self.filename2format(fromfile)
if not format:
format = self._format
if format:
adaptor = self.get_adaptor(format)
else:
adaptor = None
if adaptor:
content = _try_deserialize()
return content
# no adaptor, let's try rest of adaptors
adaptors = self.adaptors[:]
if format:
adaptors.sort(
key=lambda x: int(
format in x.extensions),
reverse=True)
for adaptor in adaptors:
content = _try_deserialize()
return content
def load(self, *args, **kwargs):
"""
load from string or file
if no string of fromfile option is given,
it will attempt to load from defaults
defined in the schema.
"""
string = args[0] if args else None
fromfile = kwargs.get("fromfile", None)
content = None
# start with defaults, so we can
# have partial values applied.
content = self.get_default_values()
if string and isinstance(string, str):
content = self.deserialize(string)
if not string and fromfile is not None:
#import ipdb;ipdb.set_trace()
content = self.deserialize(fromfile=fromfile)
if not content:
logger.error('no content could be loaded')
# XXX raise!
return
# lazy evaluation until first level of nesting
# to allow lambdas with context-dependant info
# like os.path.expanduser
for k, v in content.iteritems():
if callable(v):
content[k] = v()
self.validate(content)
self.config = content
return True
def testmain():
from tests import test_validation as t
import pprint
config = PluggableConfig(_format="json")
properties = copy.deepcopy(t.sample_spec)
config.options = properties
config.load(fromfile='data.json')
print 'config'
pprint.pprint(config.config)
config.serialize('/tmp/testserial.json')
if __name__ == "__main__":
testmain()
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