mirror of https://github.com/gsi-upm/senpy
You cannot select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
68 lines
2.2 KiB
Python
68 lines
2.2 KiB
Python
#
|
|
# Copyright 2014 Grupo de Sistemas Inteligentes (GSI) DIT, UPM
|
|
#
|
|
# 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.
|
|
#
|
|
|
|
import logging
|
|
import os
|
|
|
|
from pkg_resources import parse_version, get_distribution, DistributionNotFound
|
|
|
|
logger = logging.getLogger(__name__)
|
|
|
|
MSG = 'GSITK is not (properly) installed.'
|
|
IMPORTMSG = '{} Some functions will be unavailable.'.format(MSG)
|
|
RUNMSG = '{} Install it to use this function.'.format(MSG)
|
|
|
|
|
|
def raise_exception(*args, **kwargs):
|
|
raise Exception(RUNMSG)
|
|
|
|
|
|
try:
|
|
gsitk_distro = get_distribution("gsitk")
|
|
GSITK_VERSION = parse_version(gsitk_distro.version)
|
|
|
|
if not os.environ.get('DATA_PATH'):
|
|
os.environ['DATA_PATH'] = os.environ.get('SENPY_DATA', 'senpy_data')
|
|
|
|
from gsitk.datasets.datasets import DatasetManager
|
|
from gsitk.evaluation.evaluation import Evaluation as Eval # noqa: F401
|
|
from gsitk.evaluation.evaluation import EvalPipeline # noqa: F401
|
|
from sklearn.pipeline import Pipeline
|
|
modules = locals()
|
|
GSITK_AVAILABLE = True
|
|
datasets = {}
|
|
manager = DatasetManager()
|
|
|
|
for item in manager.get_datasets():
|
|
for key in item:
|
|
if key in datasets:
|
|
continue
|
|
properties = item[key]
|
|
properties['@id'] = key
|
|
datasets[key] = properties
|
|
|
|
def prepare(ds, *args, **kwargs):
|
|
return manager.prepare_datasets(ds, *args, **kwargs)
|
|
|
|
|
|
except (DistributionNotFound, ImportError) as err:
|
|
logger.debug('Error importing GSITK: {}'.format(err))
|
|
logger.warning(IMPORTMSG)
|
|
GSITK_AVAILABLE = False
|
|
GSITK_VERSION = ()
|
|
DatasetManager = Eval = Pipeline = prepare = raise_exception
|
|
datasets = {}
|