numerical_parameter_test.py

# -*- coding: utf-8 -*-
#
# Copyright 2012-2015 Spotify AB
#
# 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 helpers import unittest

import luigi
from operator import le, lt


class NumericalParameterTest(unittest.TestCase):

    def test_int_min_value_inclusive(self):
        d = luigi.NumericalParameter(var_type=int, min_value=-3, max_value=7,
                                     left_op=le, right_op=lt)
        self.assertEqual(-3, d.parse(-3))

    def test_float_min_value_inclusive(self):
        d = luigi.NumericalParameter(var_type=float, min_value=-3, max_value=7,
                                     left_op=le, right_op=lt)
        self.assertEqual(-3.0, d.parse(-3))

    def test_int_min_value_exclusive(self):
        d = luigi.NumericalParameter(var_type=int, min_value=-3, max_value=7,
                                     left_op=lt, right_op=lt)
        self.assertRaises(ValueError, lambda: d.parse(-3))

    def test_float_min_value_exclusive(self):
        d = luigi.NumericalParameter(var_type=int, min_value=-3, max_value=7,
                                     left_op=lt, right_op=lt)
        self.assertRaises(ValueError, lambda: d.parse(-3))

    def test_int_max_value_inclusive(self):
        d = luigi.NumericalParameter(var_type=int, min_value=-3, max_value=7,
                                     left_op=le, right_op=le)
        self.assertEqual(7, d.parse(7))

    def test_float_max_value_inclusive(self):
        d = luigi.NumericalParameter(var_type=float, min_value=-3, max_value=7,
                                     left_op=le, right_op=le)
        self.assertEqual(7, d.parse(7))

    def test_int_max_value_exclusive(self):
        d = luigi.NumericalParameter(var_type=int, min_value=-3, max_value=7,
                                     left_op=le, right_op=lt)
        self.assertRaises(ValueError, lambda: d.parse(7))

    def test_float_max_value_exclusive(self):
        d = luigi.NumericalParameter(var_type=float, min_value=-3, max_value=7,
                                     left_op=le, right_op=lt)
        self.assertRaises(ValueError, lambda: d.parse(7))

    def test_defaults_start_range(self):
        d = luigi.NumericalParameter(var_type=int, min_value=-3, max_value=7)
        self.assertEqual(-3, d.parse(-3))

    def test_endpoint_default_exclusive(self):
        d = luigi.NumericalParameter(var_type=int, min_value=-3, max_value=7)
        self.assertRaises(ValueError, lambda: d.parse(7))

    def test_var_type_parameter_exception(self):
        self.assertRaises(luigi.parameter.ParameterException, lambda: luigi.NumericalParameter(min_value=-3, max_value=7))

    def test_min_value_parameter_exception(self):
        self.assertRaises(luigi.parameter.ParameterException, lambda: luigi.NumericalParameter(var_type=int, max_value=7))

    def test_max_value_parameter_exception(self):
        self.assertRaises(luigi.parameter.ParameterException, lambda: luigi.NumericalParameter(var_type=int, min_value=-3))

    def test_hash_int(self):
        class Foo(luigi.Task):
            args = luigi.parameter.NumericalParameter(var_type=int, min_value=-3, max_value=7)
        p = luigi.parameter.NumericalParameter(var_type=int, min_value=-3, max_value=7)
        self.assertEqual(hash(Foo(args=-3).args), hash(p.parse("-3")))

    def test_hash_float(self):
        class Foo(luigi.Task):
            args = luigi.parameter.NumericalParameter(var_type=float, min_value=-3, max_value=7)
        p = luigi.parameter.NumericalParameter(var_type=float, min_value=-3, max_value=7)
        self.assertEqual(hash(Foo(args=-3.0).args), hash(p.parse("-3.0")))

    def test_int_serialize_parse(self):
        a = luigi.parameter.NumericalParameter(var_type=int, min_value=-3, max_value=7)
        b = -3
        self.assertEqual(b, a.parse(a.serialize(b)))

    def test_float_serialize_parse(self):
        a = luigi.parameter.NumericalParameter(var_type=float, min_value=-3, max_value=7)
        b = -3.0
        self.assertEqual(b, a.parse(a.serialize(b)))