"""A generic implementation of a basic tester."""
# OpenKiwi: Open-Source Machine Translation Quality Estimation
# Copyright (C) 2019 Unbabel <openkiwi@unbabel.com>
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Affero General Public License as published
# by the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU Affero General Public License for more details.
#
# You should have received a copy of the GNU Affero General Public License
# along with this program. If not, see <https://www.gnu.org/licenses/>.
#
from kiwi import constants as const
[docs]class LinearTester(object):
def __init__(self, classifier):
self.classifier = classifier
[docs] def run(self, dataset, **kwargs):
instances = self.classifier.create_instances(dataset)
predictions = self.classifier.test(instances)
return {const.TARGET_TAGS: predictions}