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import os
from unittest import TestCase
import hypothesis.strategies as st
from hypothesis import given, assume, settings, HealthCheck
import dpath.segments as api
from dpath import options
settings.register_profile("default", suppress_health_check=(HealthCheck.too_slow,))
settings.load_profile(os.getenv(u'HYPOTHESIS_PROFILE', 'default'))
random_key_int = st.integers(0, 1000)
random_key_str = st.binary() | st.text()
random_key = random_key_str | random_key_int
random_segments = st.lists(random_key)
random_leaf = st.integers() | st.floats() | st.booleans() | st.binary() | st.text() | st.none()
random_thing = st.recursive(
random_leaf,
lambda children: st.lists(children) | st.tuples(children) | st.dictionaries(st.binary() | st.text(), children),
max_leaves=100
)
random_node = random_thing.filter(lambda thing: isinstance(thing, (list, tuple, dict)))
random_mutable_thing = st.recursive(
random_leaf,
lambda children: st.lists(children) | st.dictionaries(st.binary() | st.text(), children)
)
random_mutable_node = random_mutable_thing.filter(lambda thing: isinstance(thing, (list, dict)))
@st.composite
def mutate(draw, segment):
# Convert number segments.
segment = api.int_str(segment)
# Infer the type constructor for the result.
kind = type(segment)
# Produce a valid kind conversion for our wildcards.
if isinstance(segment, bytes):
def to_kind(v):
try:
return bytes(v, 'utf-8')
except:
return kind(v)
else:
def to_kind(v):
return kind(v)
# Convert to an list of single values.
converted = []
for i in range(len(segment)):
# This carefully constructed nonsense to get a single value
# is necessary to work around limitations in the bytes type
# iteration returning integers instead of byte strings of
# length 1.
c = segment[i:i + 1]
# Check for values that need to be escaped.
if c in tuple(map(to_kind, ('*', '?', '[', ']'))):
c = to_kind('[') + c + to_kind(']')
converted.append(c)
# Start with a non-mutated result.
result = converted
# 50/50 chance we will attempt any mutation.
change = draw(st.sampled_from((True, False)))
if change:
result = []
# For every value in segment maybe mutate, maybe not.
for c in converted:
# If the length isn't 1 then, we know this value is already
# an escaped special character. We will not mutate these.
if len(c) != 1:
result.append(c)
else:
result.append(draw(st.sampled_from((c, to_kind('?'), to_kind('*')))))
combined = kind().join(result)
# If we by chance produce the star-star result, then just revert
# back to the original converted segment. This is not the mutation
# you are looking for.
if combined == to_kind('**'):
combined = kind().join(converted)
return combined
@st.composite
def random_segments_with_glob(draw):
segments = draw(random_segments)
glob = list(map(lambda x: draw(mutate(x)), segments))
# 50/50 chance we will attempt to add a star-star to the glob.
use_ss = draw(st.sampled_from((True, False)))
if use_ss:
# Decide if we are inserting a new segment or replacing a range.
insert_ss = draw(st.sampled_from((True, False)))
if insert_ss:
index = draw(st.integers(0, len(glob)))
glob.insert(index, '**')
else:
start = draw(st.integers(0, len(glob)))
stop = draw(st.integers(start, len(glob)))
glob[start:stop] = ['**']
return segments, glob
@st.composite
def random_segments_with_nonmatching_glob(draw):
(segments, glob) = draw(random_segments_with_glob())
# Generate a segment that is not in segments.
invalid = draw(random_key.filter(lambda x: x not in segments and x not in ('*', '**')))
# Do we just have a star-star glob? It matches everything, so we
# need to replace it entirely.
if len(glob) == 1 and glob[0] == '**':
glob = [invalid]
# Do we have a star glob and only one segment? It matches anything
# in the segment, so we need to replace it entirely.
elif len(glob) == 1 and glob[0] == '*' and len(segments) == 1:
glob = [invalid]
# Otherwise we can add something we know isn't in the segments to
# the glob.
else:
index = draw(st.integers(0, len(glob)))
glob.insert(index, invalid)
return (segments, glob)
@st.composite
def random_walk(draw):
node = draw(random_mutable_node)
found = tuple(api.walk(node))
assume(len(found) > 0)
return (node, draw(st.sampled_from(found)))
@st.composite
def random_leaves(draw):
node = draw(random_mutable_node)
found = tuple(api.leaves(node))
assume(len(found) > 0)
return (node, draw(st.sampled_from(found)))
class TestSegments(TestCase):
@classmethod
def setUpClass(cls):
# Allow empty strings in segments.
options.ALLOW_EMPTY_STRING_KEYS = True
@classmethod
def tearDownClass(cls):
# Revert back to default.
options.ALLOW_EMPTY_STRING_KEYS = False
@given(random_node)
def test_kvs(self, node):
'''
Given a node, kvs should produce a key that when used to extract
from the node renders the exact same value given.
'''
for k, v in api.make_walkable(node):
assert node[k] is v
@given(random_leaf)
def test_leaf_with_leaf(self, leaf):
'''
Given a leaf, leaf should return True.
'''
assert api.leaf(leaf) is True
@given(random_node)
def test_leaf_with_node(self, node):
'''
Given a node, leaf should return False.
'''
assert api.leaf(node) is False
@given(random_thing)
def test_walk(self, thing):
'''
Given a thing to walk, walk should yield key, value pairs where key
is a tuple of non-zero length.
'''
for k, v in api.walk(thing):
assert isinstance(k, tuple)
assert len(k) > 0
@given(random_node)
def test_get(self, node):
'''
Given a node, get should return the exact value given a key for all
key, value pairs in the node.
'''
for k, v in api.walk(node):
assert api.get(node, k) is v
@given(random_node)
def test_has(self, node):
'''
Given a node, has should return True for all paths, False otherwise.
'''
for k, v in api.walk(node):
assert api.has(node, k) is True
# If we are at a leaf, then we can create a value that isn't
# present easily.
if api.leaf(v):
assert api.has(node, k + (0,)) is False
@given(random_segments)
def test_expand(self, segments):
'''
Given segments expand should produce as many results are there were
segments and the last result should equal the given segments.
'''
count = len(segments)
result = list(api.expand(segments))
assert count == len(result)
if count > 0:
assert segments == result[-1]
@given(random_node)
def test_types(self, node):
'''
Given a node, types should yield a tuple of key, type pairs and the
type indicated should equal the type of the value.
'''
for k, v in api.walk(node):
ts = api.types(node, k)
ta = ()
for tk, tt in ts:
ta += (tk,)
assert type(api.get(node, ta)) is tt
@given(random_node)
def test_leaves(self, node):
'''
Given a node, leaves should yield only leaf key, value pairs.
'''
for k, v in api.leaves(node):
assert api.leafy(v)
@given(random_segments_with_glob())
def test_match(self, pair):
'''
Given segments and a known good glob, match should be True.
'''
(segments, glob) = pair
assert api.match(segments, glob) is True
@given(random_segments_with_nonmatching_glob())
def test_match_nonmatching(self, pair):
'''
Given segments and a known bad glob, match should be False.
'''
(segments, glob) = pair
assert api.match(segments, glob) is False
@given(walkable=random_walk(), value=random_thing)
def test_set_walkable(self, walkable, value):
'''
Given a walkable location, set should be able to update any value.
'''
(node, (segments, found)) = walkable
api.set(node, segments, value)
assert api.get(node, segments) is value
@given(walkable=random_leaves(),
kstr=random_key_str,
kint=random_key_int,
value=random_thing,
extension=random_segments)
def test_set_create_missing(self, walkable, kstr, kint, value, extension):
'''
Given a walkable non-leaf, set should be able to create missing
nodes and set a new value.
'''
(node, (segments, found)) = walkable
assume(api.leaf(found))
parent_segments = segments[:-1]
parent = api.get(node, parent_segments)
if isinstance(parent, list):
assume(len(parent) < kint)
destination = parent_segments + (kint,) + tuple(extension)
elif isinstance(parent, dict):
assume(kstr not in parent)
destination = parent_segments + (kstr,) + tuple(extension)
else:
raise Exception('mad mad world')
api.set(node, destination, value)
assert api.get(node, destination) is value
@given(thing=random_thing)
def test_fold(self, thing):
'''
Given a thing, count paths with fold.
'''
def f(o, p, a):
a[0] += 1
[count] = api.fold(thing, f, [0])
assert count == len(tuple(api.walk(thing)))
@given(walkable=random_walk())
def test_view(self, walkable):
'''
Given a walkable location, view that location.
'''
(node, (segments, found)) = walkable
assume(found == found) # Hello, nan! We don't want you here.
view = api.view(node, segments)
assert api.get(view, segments) == api.get(node, segments)
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