Source code for aiida.backends.tests.common.test_hashing

# -*- coding: utf-8 -*-
###########################################################################
# Copyright (c), The AiiDA team. All rights reserved.                     #
# This file is part of the AiiDA code.                                    #
#                                                                         #
# The code is hosted on GitHub at https://github.com/aiidateam/aiida_core #
# For further information on the license, see the LICENSE.txt file        #
# For further information please visit http://www.aiida.net               #
###########################################################################
"""
Unittests for aiida.common.hashing:make_hash with hardcoded hash values
"""

from __future__ import division
from __future__ import print_function
from __future__ import absolute_import
import itertools
import collections
import uuid
import math
from datetime import datetime

import numpy as np
import pytz

try:
    import unittest2 as unittest
except ImportError:
    import unittest

from aiida.common.hashing import make_hash, create_unusable_pass, is_password_usable, truncate_float64
from aiida.common.folders import SandboxFolder


[docs]class PasswordFunctions(unittest.TestCase): """ Tests for the password hashing functions. """
[docs] def test_unusable_password(self): self.assertTrue(create_unusable_pass().startswith('!')) self.assertTrue(len(create_unusable_pass()) > 20)
[docs] def test_is_usable(self): self.assertFalse(is_password_usable(None)) self.assertFalse(is_password_usable('!foo')) self.assertFalse(is_password_usable('random string without hash identification'))
[docs]class TruncationTest(unittest.TestCase): """ Tests for the truncate_* methods """
[docs] def test_nan(self): self.assertTrue(math.isnan(truncate_float64(np.nan)))
[docs] def test_inf(self): self.assertTrue(math.isinf(truncate_float64(np.inf))) self.assertTrue(math.isinf(truncate_float64(-np.inf)))
[docs] def test_subnormal(self): self.assertTrue(np.isclose(truncate_float64(1.0e-308), 1.0e-308, atol=1.0e-309))
[docs]class MakeHashTest(unittest.TestCase): """ Tests for the make_hash function. """ # pylint: disable=missing-docstring,too-few-public-methods
[docs] def test_builtin_types(self): test_data = { 'something in ASCII': '06e87857590c91280d25e02f05637cd2381002bd1425dff3e36ca860bbb26a29', 42: '9498ab55b7c66c66b2d19f9dd8b668acf8e2facf44da0fb466f6986999bb8a56', 3.141: 'd00f2e88a088626f5db3eadb6d9d40c74b4b4d3f9f07c1ca2f76b247fe39530b', complex(1, 2): '31800fbabb47c8fbf60c848571ee25e7dcbdfc5dfb60c1e8421c1c363a80ea6a', True: '31ad5fa163a0c478d966c7f7568f3248f0c58d294372b2e8f7cb0560d8c8b12f', None: '1729486cc7e56a6383542b1ec73125ccb26093651a5da05e04657ac416a74b8f', } for val, digest in test_data.items(): with self.subTest(val=val): self.assertEqual(make_hash(val), digest)
[docs] def test_unicode_string(self): self.assertEqual( make_hash(u'something still in ASCII'), 'd55e492596cf214d877e165cdc3394f27e82e011838474f5ba5b9824074b9e91') self.assertEqual( make_hash(u"öpis mit Umluut wie ä, ö, ü und emene ß"), 'c404bf9a62cba3518de5c2bae8c67010aff6e4051cce565fa247a7f1d71f1fc7')
[docs] def test_collection_with_ordered_sets(self): self.assertEqual(make_hash((1, 2, 3)), '2827844e2fb5c034967dbc69e5b8039c39705272b9969f18f5e4c4e2345ca77d') self.assertEqual(make_hash([1, 2, 3]), '2827844e2fb5c034967dbc69e5b8039c39705272b9969f18f5e4c4e2345ca77d') for perm in itertools.permutations([1, 2, 3]): with self.subTest(orig=[1, 2, 3], perm=perm): self.assertNotEqual(make_hash(perm), make_hash({1, 2, 3}))
[docs] def test_collisions_with_nested_objs(self): self.assertNotEqual(make_hash([[1, 2], 3]), make_hash([[1, 2, 3]])) self.assertNotEqual(make_hash({1, 2}), make_hash({1: 2}))
[docs] def test_collection_with_unordered_sets(self): self.assertEqual(make_hash({1, 2, 3}), '4783567a68ed025ac3dc59346ded2328d56c975e31453e3823bdda480e64b139') self.assertEqual(make_hash({1, 2, 3}), make_hash({2, 1, 3}))
[docs] def test_collection_with_dicts(self): self.assertEqual( make_hash({ 'a': 'b', 'c': 'd' }), '656ef313d44684c44977b0c75f48f27a43686c63ae44c8778ea0fe05f629b3b9') # order changes in dictionaries should give the same hashes self.assertEqual( make_hash(collections.OrderedDict([('c', 'd'), ('a', 'b')]), odict_as_unordered=True), make_hash(collections.OrderedDict([('a', 'b'), ('c', 'd')]), odict_as_unordered=True))
[docs] def test_collection_with_odicts(self): # ordered dicts should always give a different hash (because they are a different type), unless told otherwise: self.assertNotEqual( make_hash(collections.OrderedDict([('a', 'b'), ('c', 'd')])), make_hash(dict([('a', 'b'), ('c', 'd')]))) self.assertEqual( make_hash(collections.OrderedDict([('a', 'b'), ('c', 'd')]), odict_as_unordered=True), make_hash(dict([('a', 'b'), ('c', 'd')])))
[docs] def test_nested_collections(self): obj_a = collections.OrderedDict([ ('3', 4), (3, 4), ('a', { '1': 'hello', 2: 'goodbye', 1: 'here', }), ('b', 4), ('c', set([2, '5', 'a', 'b', 5])), ]) obj_b = collections.OrderedDict([('c', set([2, 'b', 5, 'a', '5'])), ('b', 4), ('a', { 2: 'goodbye', 1: 'here', '1': 'hello', }), ('3', 4), (3, 4)]) self.assertEqual( make_hash(obj_a, odict_as_unordered=True), 'f05e75e0713d895b4858de62ee72e75fe3acb74d2e9754f149f87615eb6e826f') self.assertEqual(make_hash(obj_a, odict_as_unordered=True), make_hash(obj_b, odict_as_unordered=True))
[docs] def test_bytes(self): self.assertEqual(make_hash(b'foo'), '459062c44082269b2d07f78c1b6e8c98b93448606bfb1cc1f48284cdfcea74e3')
[docs] def test_uuid(self): some_uuid = uuid.UUID('62c42d58-56e8-4ade-9d5e-18de3a7baacd') self.assertEqual(make_hash(some_uuid), '3df6ae6dd5930e4cf8b22de123e5ac4f004f63ab396dff6225e656acc42dcf6f') self.assertNotEqual(make_hash(some_uuid), make_hash(str(some_uuid)))
[docs] def test_datetime(self): # test for timezone-naive datetime: self.assertEqual( make_hash(datetime(2018, 8, 18, 8, 18)), 'c5ba00262f54deb718601b44dea01765ce009fd08f31967f2e65b7050b036426') self.assertEqual( make_hash(datetime.utcfromtimestamp(0)), 'a4de78590a7a290f0446f15c68639f5be3a4dde9140606cf6edcdcfc6bb8b5b0') # test with timezone-aware datetime: self.assertEqual( make_hash(datetime(2018, 8, 18, 8, 18).replace(tzinfo=pytz.timezone('US/Eastern'))), '2e7cb55d2a3982bd7a509aac0cb74c7dd485a9350d55eeb944bec3e1971d8dc0') self.assertEqual( make_hash(datetime(2018, 8, 18, 8, 18).replace(tzinfo=pytz.timezone('Europe/Amsterdam'))), 'd28a58c7af872bab9f07d2610e313bbd14de8530e62245ebc52821708883188f')
[docs] def test_numpy_types(self): self.assertEqual( make_hash(np.float64(3.141)), 'd00f2e88a088626f5db3eadb6d9d40c74b4b4d3f9f07c1ca2f76b247fe39530b') # pylint: disable=no-member self.assertEqual(make_hash(np.int64(42)), '9498ab55b7c66c66b2d19f9dd8b668acf8e2facf44da0fb466f6986999bb8a56') # pylint: disable=no-member
[docs] def test_numpy_arrays(self): self.assertEqual( make_hash(np.array([1, 2, 3])), '8735e6439da0bd6949e97c7da08774fef2407dccef5e87bf569303e683c838ae') self.assertEqual( make_hash(np.array([np.float64(3.141)])), 'e03f2b6485f7a6ba0a2767c69724a1f5a9f73b8c36f5413d660f85631b4b562d') # pylint: disable=no-member self.assertEqual( make_hash(np.array([np.complex128(1 + 2j)])), 'c8dab6e4d3f3904c90f2bb7a7f5ea84e36b6f0b8ad311e681dcd1863a7fdbb77') # pylint: disable=no-member
[docs] def test_unhashable_type(self): class MadeupClass(object): # pylint: disable=useless-object-inheritance pass with self.assertRaises(ValueError): make_hash(MadeupClass())
[docs] def test_folder(self): # create directories for the Folder test with SandboxFolder(sandbox_in_repo=False) as folder: folder.open('file1', 'a').close() fhandle = folder.open('file2', 'w') fhandle.write(u"hello there!\n") fhandle.close() folder_hash = make_hash(folder) self.assertEqual(folder_hash, '47d9cdb2247e75eca492035f60f09fdd0daf87bbba40bb658d2d7e84f21f26c5') nested_obj = ['1.0.0a2', {u'array|a': [1001]}, folder, None] self.assertEqual(make_hash(nested_obj), '3a29176b16f7a4dfb78d9ef06f882cf228a2796b762f98dda80e7dda688af201') with folder.open('file3.npy', 'wb') as fhandle: np.save(fhandle, np.arange(10)) # after adding a file, the folder hash should have changed self.assertNotEqual(make_hash(folder), folder_hash) # ... unless we explicitly tell it to ignore the new file self.assertEqual(make_hash(folder, ignored_folder_content='file3.npy'), folder_hash) subfolder = folder.get_subfolder("some_subdir", create=True) with subfolder.open('file4.npy', 'wb') as fhandle: np.save(fhandle, np.arange(5)) self.assertNotEqual(make_hash(folder), folder_hash) self.assertEqual(make_hash(folder, ignored_folder_content=['file3.npy', 'some_subdir']), folder_hash)