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# -*- coding: utf-8 -*-
#
# This file is part of Dictdiffer.
#
# Copyright (C) 2013 Fatih Erikli.
# Copyright (C) 2013, 2014, 2015, 2016 CERN.
# Copyright (C) 2017-2019 ETH Zurich, Swiss Data Science Center, Jiri Kuncar.
#
# Dictdiffer is free software; you can redistribute it and/or modify
# it under the terms of the MIT License; see LICENSE file for more
# details.
import unittest
from collections import OrderedDict
from collections.abc import MutableMapping, MutableSequence
import pytest
from dictdiffer import HAS_NUMPY, diff, dot_lookup, patch, revert, swap
from dictdiffer.utils import PathLimit
class DictDifferTests(unittest.TestCase):
def test_without_dot_notation(self):
(change1,) = diff({'a': {'x': 1}},
{'a': {'x': 2}},
dot_notation=False)
assert change1 == ('change', ['a', 'x'], (1, 2))
def test_with_dot_notation(self):
(change1,) = diff({'a': {'x': 1}},
{'a': {'x': 2}})
assert change1 == ('change', 'a.x', (1, 2))
def test_addition(self):
first = {}
second = {'a': 'b'}
diffed = next(diff(first, second))
assert ('add', '', [('a', 'b')]) == diffed
def test_deletion(self):
first = {'a': 'b'}
second = {}
diffed = next(diff(first, second))
assert ('remove', '', [('a', 'b')]) == diffed
def test_change(self):
first = {'a': 'b'}
second = {'a': 'c'}
diffed = next(diff(first, second))
assert ('change', 'a', ('b', 'c')) == diffed
first = {'a': None}
second = {'a': 'c'}
diffed = next(diff(first, second))
assert ('change', 'a', (None, 'c')) == diffed
first = {'a': 'c'}
second = {'a': None}
diffed = next(diff(first, second))
assert ('change', 'a', ('c', None)) == diffed
first = {'a': 'c'}
second = {'a': u'c'}
diffed = list(diff(first, second))
assert [] == diffed
first = {'a': 'b'}
second = {'a': None}
diffed = next(diff(first, second))
assert ('change', 'a', ('b', None)) == diffed
first = {'a': 10.0}
second = {'a': 10.5}
diffed = next(diff(first, second))
assert ('change', 'a', (10.0, 10.5)) == diffed
def test_immutable_diffs(self):
first = {'a': 'a'}
second = {'a': {'b': 'b'}}
result = list(diff(first, second))
assert result[0][2][1]['b'] == 'b'
second['a']['b'] = 'c' # result MUST stay unchanged
assert result[0][2][1]['b'] == 'b'
def test_tolerance(self):
first = {'a': 'b'}
second = {'a': 'c'}
diffed = next(diff(first, second, tolerance=0.1))
assert ('change', 'a', ('b', 'c')) == diffed
first = {'a': None}
second = {'a': 'c'}
diffed = next(diff(first, second, tolerance=0.1))
assert ('change', 'a', (None, 'c')) == diffed
first = {'a': 10.0}
second = {'a': 10.5}
diffed = list(diff(first, second, tolerance=0.1))
assert [] == diffed
diffed = next(diff(first, second, tolerance=0.01))
assert ('change', 'a', (10.0, 10.5)) == diffed
first = {'a': 10.0, 'b': 1.0e-15}
second = {'a': 10.5, 'b': 2.5e-15}
diffed = sorted(diff(
first, second, tolerance=0.01
))
assert [
('change', 'a', (10.0, 10.5)),
('change', 'b', (1.0e-15, 2.5e-15)),
] == diffed
diffed = sorted(diff(
first, second, tolerance=0.01, absolute_tolerance=1e-12
))
assert [('change', 'a', (10.0, 10.5))] == diffed
diffed = sorted(diff(
first, second, tolerance=0.01, absolute_tolerance=1e-18
))
assert [
('change', 'a', (10.0, 10.5)),
('change', 'b', (1.0e-15, 2.5e-15)),
] == diffed
diffed = sorted(diff(
first, second, tolerance=0.1, absolute_tolerance=1e-18
))
assert [('change', 'b', (1.0e-15, 2.5e-15))] == diffed
diffed = sorted(diff(
first, second, tolerance=0.1, absolute_tolerance=1e-12
))
assert [] == diffed
diffed = sorted(diff(
first, second, tolerance=None, absolute_tolerance=None
))
assert [
('change', 'a', (10.0, 10.5)),
('change', 'b', (1.0e-15, 2.5e-15)),
] == diffed
first = {'a': 10.0, 'b': 1.0e-15}
second = {'a': 10.0, 'b': 1.0e-15}
diffed = sorted(diff(
first, second, tolerance=None, absolute_tolerance=None
))
assert [] == diffed
def test_path_limit_as_list(self):
first = {}
second = {'author': {'last_name': 'Doe', 'first_name': 'John'}}
diffed = list(diff(first, second, path_limit=[('author',)]))
res = [('add', '', [('author',
{'first_name': 'John', 'last_name': 'Doe'})])]
assert res == diffed
def test_path_limit_addition(self):
first = {}
second = {'author': {'last_name': 'Doe', 'first_name': 'John'}}
p = PathLimit([('author',)])
diffed = list(diff(first, second, path_limit=p))
res = [('add', '', [('author',
{'first_name': 'John', 'last_name': 'Doe'})])]
assert res == diffed
first = {}
second = {'author': {'last_name': 'Doe', 'first_name': 'John'}}
p = PathLimit([('author',)])
diffed = list(diff(first, second, path_limit=p, expand=True))
res = [('add', '', [('author',
{'first_name': 'John', 'last_name': 'Doe'})])]
assert res == diffed
first = {}
second = {'author': {'last_name': 'Doe', 'first_name': 'John'}}
p = PathLimit()
diffed = list(diff(first, second, path_limit=p, expand=True))
res = [('add', '', [('author', {})]),
('add', 'author', [('first_name', 'John')]),
('add', 'author', [('last_name', 'Doe')])]
assert len(diffed) == 3
for patch in res:
assert patch in diffed
def test_path_limit_deletion(self):
first = {'author': {'last_name': 'Doe', 'first_name': 'John'}}
second = {}
p = PathLimit([('author',)])
diffed = list(diff(first, second, path_limit=p, expand=True))
res = [('remove', '', [('author',
{'first_name': 'John', 'last_name': 'Doe'})])]
assert res == diffed
def test_path_limit_change(self):
first = {'author': {'last_name': 'Do', 'first_name': 'John'}}
second = {'author': {'last_name': 'Doe', 'first_name': 'John'}}
p = PathLimit([('author',)])
diffed = list(diff(first, second, path_limit=p, expand=True))
res = [('change',
['author'],
({'first_name': 'John', 'last_name': 'Do'},
{'first_name': 'John', 'last_name': 'Doe'}))]
assert res == diffed
first = {'author': {'last_name': 'Do', 'first_name': 'John'}}
second = {'author': {'last_name': 'Doe', 'first_name': 'John'}}
p = PathLimit()
diffed = list(diff(first, second, path_limit=p, expand=True))
res = [('change', 'author.last_name', ('Do', 'Doe'))]
assert res == diffed
def test_expand_addition(self):
first = {}
second = {'foo': 'bar', 'apple': 'banana'}
diffed = list(diff(first, second, expand=True))
res = [('add', '', [('foo', 'bar')]),
('add', '', [('apple', 'banana')])]
assert len(diffed) == 2
for patch in res:
assert patch in diffed
def test_expand_deletion(self):
first = {'foo': 'bar', 'apple': 'banana'}
second = {}
diffed = list(diff(first, second, expand=True))
res = [('remove', '', [('foo', 'bar')]),
('remove', '', [('apple', 'banana')])]
assert len(diffed) == 2
for patch in res:
assert patch in diffed
def test_nodes(self):
first = {'a': {'b': {'c': 'd'}}}
second = {'a': {'b': {'c': 'd', 'e': 'f'}}}
diffed = next(diff(first, second))
assert ('add', 'a.b', [('e', 'f')]) == diffed
def test_add_list(self):
first = {'a': []}
second = {'a': ['b']}
diffed = next(diff(first, second))
assert ('add', 'a', [(0, 'b')]) == diffed
def test_remove_list(self):
first = {'a': ['b', 'c']}
second = {'a': []}
diffed = next(diff(first, second))
assert ('remove', 'a', [(1, 'c'), (0, 'b'), ]) == diffed
def test_add_set(self):
first = {'a': {1, 2, 3}}
second = {'a': {0, 1, 2, 3}}
diffed = next(diff(first, second))
assert ('add', 'a', [(0, set([0]))]) == diffed
def test_remove_set(self):
first = {'a': set([0, 1, 2, 3])}
second = {'a': set([1, 2, 3])}
diffed = next(diff(first, second))
assert ('remove', 'a', [(0, set([0]))]) == diffed
def test_change_set(self):
first = {'a': set([0, 1, 2, 3])}
second = {'a': set([1, 2, 3, 4])}
diffed = list(diff(first, second))
assert ('add', 'a', [(0, set([4]))]) in diffed
assert ('remove', 'a', [(0, set([0]))]) in diffed
def test_add_set_shift_order(self):
first = set(["changeA", "changeB"])
second = set(["changeA", "changeC", "changeB"])
diffed = list(diff(first, second))
# There should only be 1 change reported
assert len(diffed) == 1
assert ('add', '', [(0, {'changeC'})]) in diffed
def test_change_set_order(self):
first = set(["changeA", "changeC", "changeB"])
second = set(["changeB", "changeC", "changeA"])
diffed = list(diff(first, second))
# There should be zero reported diffs
assert len(diffed) == 0
def test_types(self):
first = {'a': ['a']}
second = {'a': 'a'}
diffed = next(diff(first, second))
assert ('change', 'a', (['a'], 'a')) == diffed
def test_nan(self):
value = float('nan')
diffed = list(diff([value], [value]))
assert [] == diffed
diffed = list(diff([value], [3.5]))
assert [('change', [0], (value, 3.5))] == diffed
@unittest.skipIf(not HAS_NUMPY, 'NumPy is not installed')
def test_numpy_nan(self):
"""Compare NumPy NaNs (#114)."""
import numpy as np
first = {'a': np.float32('nan')}
second = {'a': float('nan')}
result = list(diff(first, second))
assert result == []
def test_unicode_keys(self):
first = {u'привет': 1}
second = {'hello': 1}
diffed = list(diff(first, second))
assert ('add', '', [('hello', 1)]) in diffed
assert ('remove', '', [(u'привет', 1)]) in diffed
diffed = list(diff(first, second, ignore=['hello']))
assert ('remove', '', [(u'привет', 1)]) == diffed[0]
diffed = list(diff(first, second, ignore=[u'привет']))
assert ('add', '', [('hello', 1)]) == diffed[0]
def test_dotted_key(self):
first = {'a.b': {'c.d': 1}}
second = {'a.b': {'c.d': 2}}
diffed = list(diff(first, second))
assert [('change', ['a.b', 'c.d'], (1, 2))] == diffed
def test_ignore_key(self):
first = {'a': 'a', 'b': 'b', 'c': 'c'}
second = {'a': 'a', 'b': 2, 'c': 3}
diffed = next(diff(first, second, ignore=['b']))
assert ('change', 'c', ('c', 3)) == diffed
def test_ignore_dotted_key(self):
first = {'a': {'aa': 'A', 'ab': 'B', 'ac': 'C'}}
second = {'a': {'aa': 1, 'ab': 'B', 'ac': 3}}
diffed = next(diff(first, second, ignore=['a.aa']))
assert ('change', 'a.ac', ('C', 3)) == diffed
def test_ignore_with_unicode_sub_keys(self):
first = {u'a': {u'aא': {u'aa': 'A'}}}
second = {u'a': {u'aא': {u'aa': 'B'}}}
assert len(list(diff(first, second))) == 1
assert len(list(diff(first, second, ignore=[u'a.aא.aa']))) == 0
assert len(
list(diff(first, second, ignore=[[u'a', u'aא', u'aa']
]))) == 0
def test_ignore_complex_key(self):
first = {'a': {1: {'a': 'a', 'b': 'b'}}}
second = {'a': {1: {'a': 1, 'b': 2}}}
diffed = next(diff(first, second, ignore=[['a', 1, 'a']]))
assert ('change', ['a', 1, 'b'], ('b', 2)) == diffed
def test_ignore_missing_keys(self):
first = {'a': 'a'}
second = {'a': 'a', 'b': 'b'}
assert len(list(diff(first, second, ignore=['b']))) == 0
assert len(list(diff(second, first, ignore=['b']))) == 0
def test_ignore_missing_complex_keys(self):
first = {'a': {1: {'a': 'a', 'b': 'b'}}}
second = {'a': {1: {'a': 1}}}
diffed = next(diff(first, second, ignore=[['a', 1, 'b']]))
assert ('change', ['a', 1, 'a'], ('a', 1)) == diffed
diffed = next(diff(second, first, ignore=[['a', 1, 'b']]))
assert ('change', ['a', 1, 'a'], (1, 'a')) == diffed
def test_ignore_stringofintegers_keys(self):
a = {'1': '1', '2': '2', '3': '3'}
b = {'1': '1', '2': '2', '3': '99', '4': '100'}
assert list(diff(a, b, ignore={'3', '4'})) == []
def test_ignore_integers_keys(self):
a = {1: 1, 2: 2, 3: 3}
b = {1: 1, 2: 2, 3: 99, 4: 100}
assert len(list(diff(a, b, ignore={3, 4}))) == 0
def test_ignore_with_ignorecase(self):
class IgnoreCase(set):
def __contains__(self, key):
return set.__contains__(self, str(key).lower())
assert list(diff({'a': 1, 'b': 2}, {'A': 3, 'b': 4},
ignore=IgnoreCase('a'))) == [('change', 'b', (2, 4))]
def test_complex_diff(self):
"""Check regression on issue #4."""
from decimal import Decimal
d1 = {
'id': 1,
'code': None,
'type': u'foo',
'bars': [
{'id': 6934900},
{'id': 6934977},
{'id': 6934992},
{'id': 6934993},
{'id': 6935014}],
'n': 10,
'date_str': u'2013-07-08 00:00:00',
'float_here': 0.454545,
'complex': [{
'id': 83865,
'goal': Decimal('2.000000'),
'state': u'active'}],
'profile_id': None,
'state': u'active'
}
d2 = {
'id': u'2',
'code': None,
'type': u'foo',
'bars': [
{'id': 6934900},
{'id': 6934977},
{'id': 6934992},
{'id': 6934993},
{'id': 6935014}],
'n': 10,
'date_str': u'2013-07-08 00:00:00',
'float_here': 0.454545,
'complex': [{
'id': 83865,
'goal': Decimal('2.000000'),
'state': u'active'}],
'profile_id': None,
'state': u'active'
}
assert len(list(diff(d1, {}))) > 0
assert d1['id'] == 1
assert d2['id'] == u'2'
assert d1 is not d2
assert d1 != d2
assert len(list(diff(d1, d2))) > 0
def test_list_change(self):
"""Produced diffs should not contain empty list instructions (#30)."""
first = {"a": {"b": [100, 101, 201]}}
second = {"a": {"b": [100, 101, 202]}}
result = list(diff(first, second))
assert len(result) == 1
assert result == [('change', ['a', 'b', 2], (201, 202))]
def test_list_same(self):
"""Diff for the same list should be empty."""
first = {1: [1]}
assert len(list(diff(first, first))) == 0
@unittest.skipIf(not HAS_NUMPY, 'NumPy is not installed')
def test_numpy_array(self):
"""Compare NumPy arrays (#68)."""
import numpy as np
first = np.array([1, 2, 3])
second = np.array([1, 2, 4])
result = list(diff(first, second))
assert result == [('change', [2], (3, 4))]
def test_dict_subclasses(self):
class Foo(dict):
pass
first = Foo({2014: [
dict(month=6, category=None, sum=672.00),
dict(month=6, category=1, sum=-8954.00),
dict(month=7, category=None, sum=7475.17),
dict(month=7, category=1, sum=-11745.00),
dict(month=8, category=None, sum=-12140.00),
dict(month=8, category=1, sum=-11812.00),
dict(month=9, category=None, sum=-31719.41),
dict(month=9, category=1, sum=-11663.00),
]})
second = Foo({2014: [
dict(month=6, category=None, sum=672.00),
dict(month=6, category=1, sum=-8954.00),
dict(month=7, category=None, sum=7475.17),
dict(month=7, category=1, sum=-11745.00),
dict(month=8, category=None, sum=-12141.00),
dict(month=8, category=1, sum=-11812.00),
dict(month=9, category=None, sum=-31719.41),
dict(month=9, category=2, sum=-11663.00),
]})
diffed = next(diff(first, second))
assert ('change', [2014, 4, 'sum'], (-12140.0, -12141.0)) == diffed
def test_collection_subclasses(self):
class DictA(MutableMapping):
def __init__(self, *args, **kwargs):
self.__dict__.update(*args, **kwargs)
def __setitem__(self, key, value):
self.__dict__[key] = value
def __getitem__(self, key):
return self.__dict__[key]
def __delitem__(self, key):
del self.__dict__[key]
def __iter__(self):
return iter(self.__dict__)
def __len__(self):
return len(self.__dict__)
class DictB(MutableMapping):
def __init__(self, *args, **kwargs):
self.__dict__.update(*args, **kwargs)
def __setitem__(self, key, value):
self.__dict__[key] = value
def __getitem__(self, key):
return self.__dict__[key]
def __delitem__(self, key):
del self.__dict__[key]
def __iter__(self):
return iter(self.__dict__)
def __len__(self):
return len(self.__dict__)
class ListA(MutableSequence):
def __init__(self, *args, **kwargs):
self._list = list(*args, **kwargs)
def __getitem__(self, index):
return self._list[index]
def __setitem__(self, index, value):
self._list[index] = value
def __delitem__(self, index):
del self._list[index]
def __iter__(self):
for value in self._list:
yield value
def __len__(self):
return len(self._list)
def insert(self, index, value):
self._list.insert(index, value)
daa = DictA(a=ListA(['a', 'A']))
dba = DictB(a=ListA(['a', 'A']))
dbb = DictB(a=ListA(['b', 'A']))
assert list(diff(daa, dba)) == []
assert list(diff(daa, dbb)) == [('change', ['a', 0], ('a', 'b'))]
assert list(diff(dba, dbb)) == [('change', ['a', 0], ('a', 'b'))]
class DiffPatcherTests(unittest.TestCase):
def test_addition(self):
first = {}
second = {'a': 'b'}
assert second == patch(
[('add', '', [('a', 'b')])], first)
first = {'a': {'b': 'c'}}
second = {'a': {'b': 'c', 'd': 'e'}}
assert second == patch(
[('add', 'a', [('d', 'e')])], first)
def test_changes(self):
first = {'a': 'b'}
second = {'a': 'c'}
assert second == patch(
[('change', 'a', ('b', 'c'))], first)
first = {'a': {'b': {'c': 'd'}}}
second = {'a': {'b': {'c': 'e'}}}
assert second == patch(
[('change', 'a.b.c', ('d', 'e'))], first)
def test_remove(self):
first = {'a': {'b': 'c'}}
second = {'a': {}}
assert second == patch(
[('remove', 'a', [('b', 'c')])], first)
first = {'a': 'b'}
second = {}
assert second == patch(
[('remove', '', [('a', 'b')])], first)
def test_remove_list(self):
first = {'a': [1, 2, 3]}
second = {'a': [1, ]}
assert second == patch(
[('remove', 'a', [(2, 3), (1, 2), ]), ], first)
def test_add_list(self):
first = {'a': [1]}
second = {'a': [1, 2]}
assert second == patch(
[('add', 'a', [(1, 2)])], first)
first = {'a': {'b': [1]}}
second = {'a': {'b': [1, 2]}}
assert second == patch(
[('add', 'a.b', [(1, 2)])], first)
def test_change_list(self):
first = {'a': ['b']}
second = {'a': ['c']}
assert second == patch(
[('change', 'a.0', ('b', 'c'))], first)
first = {'a': {'b': {'c': ['d']}}}
second = {'a': {'b': {'c': ['e']}}}
assert second == patch(
[('change', 'a.b.c.0', ('d', 'e'))], first)
first = {'a': {'b': {'c': [{'d': 'e'}]}}}
second = {'a': {'b': {'c': [{'d': 'f'}]}}}
assert second == patch(
[('change', 'a.b.c.0.d', ('e', 'f'))], first)
def test_remove_set(self):
first = {'a': set([1, 2, 3])}
second = {'a': set([1])}
assert second == patch(
[('remove', 'a', [(0, set([2, 3]))])], first)
def test_add_set(self):
first = {'a': set([1])}
second = {'a': set([1, 2])}
assert second == patch(
[('add', 'a', [(0, set([2]))])], first)
def test_dict_int_key(self):
first = {0: 0}
second = {0: 'a'}
first_patch = [('change', [0], (0, 'a'))]
assert second == patch(first_patch, first)
def test_dict_combined_key_type(self):
first = {0: {'1': {2: 3}}}
second = {0: {'1': {2: '3'}}}
first_patch = [('change', [0, '1', 2], (3, '3'))]
assert second == patch(first_patch, first)
assert first_patch[0] == list(diff(first, second))[0]
def test_in_place_patch_and_revert(self):
first = {'a': 1}
second = {'a': 2}
changes = list(diff(first, second))
patched_copy = patch(changes, first)
assert first != patched_copy
reverted_in_place = revert(changes, patched_copy, in_place=True)
assert first == reverted_in_place
assert patched_copy == reverted_in_place
patched_in_place = patch(changes, first, in_place=True)
assert first == patched_in_place
class SwapperTests(unittest.TestCase):
def test_addition(self):
result = 'add', '', [('a', 'b')]
swapped = 'remove', '', [('a', 'b')]
assert next(swap([result])) == swapped
result = 'remove', 'a.b', [('c', 'd')]
swapped = 'add', 'a.b', [('c', 'd')]
assert next(swap([result])) == swapped
def test_changes(self):
result = 'change', '', ('a', 'b')
swapped = 'change', '', ('b', 'a')
assert next(swap([result])) == swapped
def test_revert(self):
first = {'a': [1, 2]}
second = {'a': []}
diffed = diff(first, second)
patched = patch(diffed, first)
assert patched == second
diffed = diff(first, second)
reverted = revert(diffed, second)
assert reverted == first
def test_list_of_different_length(self):
"""Check that one can revert list with different length."""
first = [1]
second = [1, 2, 3]
result = list(diff(first, second))
assert first == revert(result, second)
class DotLookupTest(unittest.TestCase):
def test_list_lookup(self):
source = {0: '0'}
assert dot_lookup(source, [0]) == '0'
def test_invalit_lookup_type(self):
self.assertRaises(TypeError, dot_lookup, {0: '0'}, 0)
@pytest.mark.parametrize(
'ignore,dot_notation,diff_size', [
(u'nifi.zookeeper.session.timeout', True, 1),
(u'nifi.zookeeper.session.timeout', False, 0),
((u'nifi.zookeeper.session.timeout', ), True, 0),
((u'nifi.zookeeper.session.timeout', ), False, 0),
],
)
def test_ignore_dotted_ignore_key(ignore, dot_notation, diff_size):
key_to_ignore = u'nifi.zookeeper.session.timeout'
config_dict = OrderedDict(
[('address', 'devops011-slv-01.gvs.ggn'),
(key_to_ignore, '3 secs')])
ref_dict = OrderedDict(
[('address', 'devops011-slv-01.gvs.ggn'),
(key_to_ignore, '4 secs')])
assert diff_size == len(
list(diff(config_dict, ref_dict,
dot_notation=dot_notation,
ignore=[ignore])))
if __name__ == "__main__":
unittest.main()
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