Created
December 4, 2017 07:46
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Bad ideas in Python: something like pattern matching by abusing context managers and stack frames
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import contextlib | |
import ctypes | |
import inspect | |
import mock | |
import collections | |
import re | |
import attr | |
import six | |
class MatchError(Exception): | |
pass | |
@attr.s(frozen=True) | |
class Placeholder(object): | |
name = attr.ib() | |
@attr.s(frozen=True) | |
class Pinned(object): | |
name = attr.ib() | |
value = attr.ib() | |
@attr.s(frozen=True) | |
class BoundResult(object): | |
name = attr.ib() | |
value = attr.ib() | |
class FrozenSetDict(frozenset): | |
pass | |
class PatternStorage(object): | |
def __init__(self): | |
self.patterns = collections.OrderedDict() | |
@classmethod | |
def freeze(cls, obj): | |
if isinstance(obj, dict): | |
return FrozenSetDict({k: cls.freeze(v) for k, v in obj.items()}.items()) | |
if isinstance(obj, list): | |
return tuple([cls.freeze(v) for v in obj]) | |
return obj | |
def __setitem__(self, key, value): | |
# self.patterns.append(key, value) | |
# print('setitem', key, value) | |
self.patterns[self.freeze(key)] = value | |
class Context(object): | |
def __init__(self, matcher): | |
self.matcher = matcher | |
self.injections = set() | |
self.frames = [] | |
self.data = [] | |
def __call__(self, data): | |
self.data.append(data) | |
return self | |
def __enter__(self): | |
calling_frame = inspect.stack()[3][0] | |
original_globals = calling_frame.f_globals.copy() | |
for injection in self.injections: | |
calling_frame.f_globals[injection] = Placeholder(name=injection) | |
ctypes.pythonapi.PyFrame_LocalsToFast(ctypes.py_object(calling_frame), ctypes.c_int(0)) | |
return self | |
def __exit__(self, type, value, traceback): | |
if type: | |
return | |
data = self.data.pop() | |
for pattern, handler in self.pattern.patterns.items(): | |
print(pattern, data, 'matches:', self.recursive_match(pattern, data)) | |
print() | |
def recursive_match(self, pattern, data): | |
if isinstance(pattern, Placeholder): | |
return BoundResult(pattern.name, data) | |
if isinstance(pattern, FrozenSetDict): | |
pattern = dict(pattern) | |
if hasattr(pattern, 'items') and hasattr(data, 'items'): | |
keys_all_common = set(obj1.keys()) == set(data.keys()) | |
if not keys_all_common: | |
raise MatchError() | |
# TODO handle abbreviated dict matches (ellipsis doesn't work in a dict... :( ) | |
values_matched = [self.recursive_match(pattern[k], data[k]) for k in pattern.keys()] | |
if | |
return values_all_common | |
if isinstance(pattern, six.string_types) and isinstance(data, six.string_types): | |
if pattern == data: | |
return [] | |
else: | |
raise MatchError() | |
if isinstance(pattern, collections.Iterable) and isinstance(data, collections.Iterable): | |
if len(pattern) != len(data): | |
# todo iterables without lengths | |
raise MatchError() | |
return all(self.recursive_match(v1, v2) for v1, v2 in zip(pattern, data)) | |
raise MatchError() | |
def match(self, data): | |
try: | |
return self.matcher(self, data) | |
except NameError as ex: | |
match = re.match("^(global )?name '(.+)' is not defined$", str(ex)) | |
if not match: | |
raise | |
undefined_name = match.group(2) | |
self.injections.add(undefined_name) | |
return self.match(data) | |
def pin(self, var): | |
pass | |
pattern = PatternStorage() | |
def dostuff(): | |
def matcher(ctx, data): | |
existing_local = 6 | |
with ctx(data): | |
ctx.pattern[{'match': b}] = lambda b: b | |
ctx.pattern[{'match_1': a, 'match_2': 80}] = lambda a: a | |
ctx.pattern[{'match_1': a, 'match_2': b}] = lambda b: b | |
ctx.pattern[{'pinned': ctx.pin(existing_local), 'matched': a}] = lambda a: a | |
ctx.pattern[_] = lambda: 'failed' | |
ctx = Context(matcher) | |
ctx.match({'match': 80}) == 80 | |
ctx.match({'match_1': 40, 'match_2': 80}) == 40 | |
ctx.match({'match_1': 40, 'match_2': 70}) == 70 | |
ctx.match({'pinned': 40, 'matched': 80}) == 'failed' | |
ctx.match({'pinned': 6, 'matched': 80}) == 80 | |
ctx.match({'nothing': 'at all'}) == 'failed' | |
if __name__ == '__main__': | |
dostuff() |
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