KaneAI - World’s First E2E Software Testing Agent.Book a Demo Join TestMu Conference

How to use save_state method in tempest

Best Python code snippet using tempest_python

test_states.py

Source:test_states.py

1"""2    Beta Expansions of Salem Numbers, calculating periods thereof3    Copyright (C) 2021 Michael P. Lane4    This program is free software: you can redistribute it and/or modify5    it under the terms of the GNU General Public License as published by6    the Free Software Foundation, either version 3 of the License, or7    (at your option) any later version.8    This program is distributed in the hope that it will be useful,9    but WITHOUT ANY WARRANTY; without even the implied warranty of10    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the11    GNU General Public License for more details.12"""13import copy14from unittest import TestCase15import numpy as np16from advanced.utilities import set_up_save_states, iter_over_all, iter_over_completes, iter_over_incompletes17from beta_numbers.data.states import Save_State_Type, Disk_Data18from beta_numbers.utilities import Int_Polynomial19from beta_numbers.utilities.periodic_lists import calc_beginning_index_of_redundant_data20class Test_Disk_Data(TestCase):21    def setUp(self):22        set_up_save_states(self)23    def test___init__(self):24        with self.subTest():25            with self.assertRaises(ValueError):26                Disk_Data(Save_State_Type.CS, self.beta, ["hi"], -1)27    def test_get_beta(self):28        for save_state in iter_over_all(self):29            with self.subTest():30                self.assertEqual(self.beta, save_state.get_beta())31    def test_mark_complete(self):32        for save_state in iter_over_completes(self):33            with self.subTest():34                self.assertTrue(save_state.is_complete)35            with self.subTest():36                self.assertEqual(self.p, save_state.p)37            with self.subTest():38                self.assertEqual(self.m, save_state.m)39        for save_state in iter_over_incompletes(self):40            with self.subTest():41                self.assertFalse(save_state.is_complete)42            with self.subTest():43                self.assertIsNone(save_state.p)44            with self.subTest():45                self.assertIsNone(save_state.m)46    def test_get_metadata(self):47        for save_state in iter_over_all(self):48            metadata = save_state.get_metadata()49            with self.subTest():50                self.assertTrue(51                    metadata.type == save_state.type and52                    metadata.get_beta() == save_state.get_beta() and53                    metadata.start_n == save_state.start_n and54                    metadata.data is None and55                    len(metadata) == len(save_state) and56                    metadata.is_complete == save_state.is_complete and57                    metadata.p == save_state.p and58                    metadata.m == save_state.m,59                    str((metadata, save_state))60                )61    def test_length(self):62        for save_state in iter_over_all(self):63            with self.subTest():64                self.assertEqual(len(save_state.data), len(save_state))65            with self.subTest():66                self.assertEqual(len(save_state), len(save_state.get_metadata()))67    def test___eq__(self):68        for save_state in iter_over_all(self):69            save_state1 = copy.copy(save_state)70            save_state2 = copy.copy(save_state)71            with self.subTest():72                self.assertEqual(save_state1, save_state2)73            save_state1.beta0 = 42074            save_state2.beta0 = 6975            with self.subTest():76                self.assertEqual(save_state1,save_state2)77            save_state1 = copy.copy(save_state)78            save_state2 = copy.copy(save_state)79            save_state1.type = Save_State_Type.CS80            save_state2.type = Save_State_Type.BS81            with self.subTest():82                self.assertNotEqual(save_state1,save_state2, "types should be different")83            save_state1 = copy.copy(save_state)84            save_state2 = copy.copy(save_state)85            save_state1.beta.dps = 3286            save_state2.beta = copy.copy(save_state1.beta)87            save_state2.beta.dps = 6488            with self.subTest():89                self.assertNotEqual(save_state1, save_state2, "dps should be different")90            save_state1 = copy.copy(save_state)91            save_state2 = copy.copy(save_state)92            save_state1.start_n = 193            save_state2.start_n = 294            with self.subTest():95                self.assertNotEqual(save_state1, save_state2, "start_n should be different")96            save_state1 = copy.copy(save_state)97            save_state2 = copy.copy(save_state)98            save_state1.data = [1]99            save_state2.data = [2]100            with self.subTest():101                self.assertEqual(save_state1, save_state2, "data should not make a difference")102            save_state1 = copy.copy(save_state)103            save_state2 = copy.copy(save_state)104            save_state1.is_complete = True105            save_state2.is_complete = False106            with self.subTest():107                self.assertNotEqual(save_state1, save_state2, "is_complete should be different")108            save_state1 = copy.copy(save_state)109            save_state2 = copy.copy(save_state)110            save_state1._length = 1111            save_state2._length = 2112            with self.subTest():113                self.assertNotEqual(save_state1, save_state2, "length should be different")114            save_state1 = copy.copy(save_state)115            save_state2 = copy.copy(save_state)116            save_state1.p = 1117            save_state2.p = 2118            with self.subTest():119                self.assertNotEqual(save_state1, save_state2, "p should be different")120            save_state1 = copy.copy(save_state)121            save_state2 = copy.copy(save_state)122            save_state1.m = 1123            save_state2.m = 2124            with self.subTest():125                self.assertNotEqual(save_state1, save_state2, "m should be different")126    def test___hash__(self):127        for save_state in iter_over_all(self):128            save_state1 = copy.copy(save_state)129            save_state2 = copy.copy(save_state)130            with self.subTest():131                self.assertEqual(hash(save_state1), hash(save_state2))132            save_state1.beta0 = 420133            save_state2.beta0 = 69134            with self.subTest():135                self.assertEqual(hash(save_state1),hash(save_state2))136            save_state1 = copy.copy(save_state)137            save_state2 = copy.copy(save_state)138            save_state1.type = Save_State_Type.CS139            save_state2.type = Save_State_Type.BS140            with self.subTest():141                self.assertNotEqual(hash(save_state1),hash(save_state2), "types should be different")142            save_state1 = copy.copy(save_state)143            save_state2 = copy.copy(save_state)144            save_state1.start_n = 1145            save_state2.start_n = 2146            with self.subTest():147                self.assertNotEqual(hash(save_state1), hash(save_state2), "start_n should be different")148            save_state1 = copy.copy(save_state)149            save_state2 = copy.copy(save_state)150            save_state1.is_complete = True151            save_state2.is_complete = False152            with self.subTest():153                self.assertNotEqual(hash(save_state1), hash(save_state2), "is_complete should be different")154            save_state1 = copy.copy(save_state)155            save_state2 = copy.copy(save_state)156            save_state1._length = 1157            save_state2._length = 2158            with self.subTest():159                self.assertNotEqual(hash(save_state1), hash(save_state2), "length should be different")160            save_state1 = copy.copy(save_state)161            save_state2 = copy.copy(save_state)162            save_state1.p = 1163            save_state2.p = 2164            with self.subTest():165                self.assertNotEqual(hash(save_state1), hash(save_state2), "p should be different")166            save_state1 = copy.copy(save_state)167            save_state2 = copy.copy(save_state)168            save_state1.m = 1169            save_state2.m = 2170            with self.subTest():171                self.assertNotEqual(hash(save_state1), hash(save_state2), "m should be different")172    def test___contains__(self):173        for save_state in iter_over_all(self):174            with self.subTest():175                self.assertNotIn(-1, save_state)176            with self.subTest():177                self.assertNotIn(save_state.start_n-1, save_state)178            with self.subTest():179                self.assertIn(save_state.start_n, save_state)180            with self.subTest():181                self.assertIn(save_state.start_n + len(save_state) - 1, save_state)182            with self.subTest():183                self.assertNotIn(save_state.start_n + len(save_state), save_state)184    def test___getitem__(self):185        for save_state in iter_over_all(self):186            with self.subTest():187                with self.assertRaises(IndexError):188                    save_state[-1]189            with self.subTest():190                with self.assertRaises(IndexError):191                    save_state[save_state.start_n-1]192            with self.subTest():193                with self.assertRaises(IndexError):194                    save_state[save_state.start_n+len(save_state)]195            for i in range(len(save_state)):196                with self.subTest():197                    self.assertEqual(save_state[save_state.start_n+i], save_state.data[i])198    def test_get_slice(self):199        for save_state in iter_over_all(self):200            with self.subTest():201                with self.assertRaises(IndexError):202                    save_state.get_slice(-1, save_state.start_n+1)203            with self.subTest():204                with self.assertRaises(IndexError):205                    save_state.get_slice(save_state.start_n, save_state.start_n + len(save_state)+1)206            if len(save_state) > 1:207                _save_state = Disk_Data(save_state.type,self.beta, save_state.data[1:], save_state.start_n+1)208                if save_state.is_complete:209                    _save_state.mark_complete(save_state.p,save_state.m)210                with self.subTest():211                    self.assertEqual(212                        save_state.get_slice(save_state.start_n+1, save_state.start_n + len(save_state)),213                        _save_state,214                        "slice off beginning error"215                    )216                _save_state = Disk_Data(save_state.type,self.beta, save_state.data[:-1], save_state.start_n)217                if save_state.is_complete:218                    _save_state.mark_complete(save_state.p,save_state.m)219                with self.subTest():220                    self.assertEqual(221                        save_state.get_slice(save_state.start_n, save_state.start_n + len(save_state) - 1),222                        _save_state,223                        "slice off end error"224                    )225                if len(save_state) > 2:226                    _save_state = Disk_Data(save_state.type,self.beta, save_state.data[1:-1], save_state.start_n+1)227                    if save_state.is_complete:228                        _save_state.mark_complete(save_state.p, save_state.m)229                    with self.subTest():230                        self.assertEqual(231                            save_state.get_slice(save_state.start_n+1, save_state.start_n + len(save_state) - 1),232                            _save_state,233                            "slice off beginning and end error"234                        )235        # for save_state in self.iter_over_completes():236        #     if len(save_state) > 1:237        #         self.assertFalse(save_state.get_slice(save_state.start_n+1, save_state.start_n + len(save_state)).is_complete)238    def test_remove_redundancies(self):239        for save_state in iter_over_incompletes(self):240            data = copy.deepcopy(save_state.data)241            save_state.remove_redundancies()242            self.assertTrue(np.all(data == save_state.data), "inequal incomplete data")243        for save_state in iter_over_completes(self):244            data = copy.deepcopy(save_state.data)245            _save_state = copy.copy(save_state)246            _save_state.remove_redundancies()247            self.assertTrue(248                np.all(249                    data[:calc_beginning_index_of_redundant_data(save_state.start_n, save_state.p, save_state.m)] ==250                    _save_state.data251                ),252                "inequal chopped data"253            )254class Test_Ram_Data(TestCase):255    def test_append(self):pass256    def test_trim_initial(self): pass257    def test_set_start_n(self): pass258    def test_clear(self): pass259    def test_cast_to_save_stae(self): pass...

python_state_test.py

Source:python_state_test.py

1# Copyright 2018 The TensorFlow Authors. All Rights Reserved.2#3# Licensed under the Apache License, Version 2.0 (the "License");4# you may not use this file except in compliance with the License.5# You may obtain a copy of the License at6#7#     http://www.apache.org/licenses/LICENSE-2.08#9# Unless required by applicable law or agreed to in writing, software10# distributed under the License is distributed on an "AS IS" BASIS,11# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.12# See the License for the specific language governing permissions and13# limitations under the License.14# ==============================================================================15from __future__ import absolute_import16from __future__ import division17from __future__ import print_function18import os19import numpy20from tensorflow.contrib.checkpoint.python import python_state21from tensorflow.python.client import session22from tensorflow.python.eager import test23from tensorflow.python.framework import ops24from tensorflow.python.framework import test_util25from tensorflow.python.ops import variables26from tensorflow.python.training.checkpointable import util27class NumpyStateTests(test.TestCase):28  @test_util.run_in_graph_and_eager_modes29  def testSaveRestoreNumpyState(self):30    directory = self.get_temp_dir()31    prefix = os.path.join(directory, "ckpt")32    save_state = python_state.NumpyState()33    saver = util.Checkpoint(numpy=save_state)34    save_state.a = numpy.ones([2, 2])35    save_state.b = numpy.ones([2, 2])36    save_state.b = numpy.zeros([2, 2])37    save_state.c = numpy.int64(3)38    self.assertAllEqual(numpy.ones([2, 2]), save_state.a)39    self.assertAllEqual(numpy.zeros([2, 2]), save_state.b)40    self.assertEqual(3, save_state.c)41    first_save_path = saver.save(prefix)42    save_state.a[1, 1] = 2.43    save_state.c = numpy.int64(4)44    second_save_path = saver.save(prefix)45    load_state = python_state.NumpyState()46    loader = util.Checkpoint(numpy=load_state)47    loader.restore(first_save_path).initialize_or_restore()48    self.assertAllEqual(numpy.ones([2, 2]), load_state.a)49    self.assertAllEqual(numpy.zeros([2, 2]), load_state.b)50    self.assertEqual(3, load_state.c)51    load_state.a[0, 0] = 42.52    self.assertAllEqual([[42., 1.], [1., 1.]], load_state.a)53    loader.restore(first_save_path).run_restore_ops()54    self.assertAllEqual(numpy.ones([2, 2]), load_state.a)55    loader.restore(second_save_path).run_restore_ops()56    self.assertAllEqual([[1., 1.], [1., 2.]], load_state.a)57    self.assertAllEqual(numpy.zeros([2, 2]), load_state.b)58    self.assertEqual(4, load_state.c)59  def testNoGraphPollution(self):60    graph = ops.Graph()61    with graph.as_default(), session.Session():62      directory = self.get_temp_dir()63      prefix = os.path.join(directory, "ckpt")64      save_state = python_state.NumpyState()65      saver = util.Checkpoint(numpy=save_state)66      save_state.a = numpy.ones([2, 2])67      save_path = saver.save(prefix)68      saver.restore(save_path)69      graph.finalize()70      saver.save(prefix)71      save_state.a = numpy.zeros([2, 2])72      saver.save(prefix)73      saver.restore(save_path)74  @test_util.run_in_graph_and_eager_modes75  def testNoMixedNumpyStateTF(self):76    save_state = python_state.NumpyState()77    save_state.a = numpy.ones([2, 2])78    with self.assertRaises(NotImplementedError):79      save_state.v = variables.Variable(1.)80  @test_util.run_in_graph_and_eager_modes81  def testDocstringExample(self):82    arrays = python_state.NumpyState()83    checkpoint = util.Checkpoint(numpy_arrays=arrays)84    arrays.x = numpy.zeros([3, 4])85    save_path = checkpoint.save(os.path.join(self.get_temp_dir(), "ckpt"))86    arrays.x[1, 1] = 4.87    checkpoint.restore(save_path)88    self.assertAllEqual(numpy.zeros([3, 4]), arrays.x)89    second_checkpoint = util.Checkpoint(numpy_arrays=python_state.NumpyState())90    second_checkpoint.restore(save_path)91    self.assertAllEqual(numpy.zeros([3, 4]), second_checkpoint.numpy_arrays.x)92if __name__ == "__main__":...

Automation Testing Tutorials

Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.