distil/distil/transformer/__init__.py

43 lines
1.3 KiB
Python

# Copyright (c) 2014 Catalyst IT Ltd
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
# implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from stevedore import driver
from distil.common import general
class BaseTransformer(object):
def __init__(self, name, override_config=None):
self.config = general.get_transformer_config(name)
if override_config:
self.config.update(override_config)
def transform_usage(self, meter_name, raw_data, start_at, end_at):
return self._transform_usage(meter_name, raw_data, start_at, end_at)
def _transform_usage(self, meter_name, raw_data, start_at, end_at):
raise NotImplementedError
def get_transformer(name, **kwargs):
return driver.DriverManager(
'distil.transformer',
name,
invoke_on_load=True,
invoke_args=(name,),
invoke_kwds=kwargs
).driver