Created
November 2, 2019 12:53
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POC Python Change Monitor of generic nested data
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from collections import namedtuple | |
ATTR_LOOKUP = 1 | |
ITEM_LOOKUP = 2 | |
Change = namedtuple("Change", "path to") | |
class Lookup(namedtuple("Lookup", "key lookup_type")): | |
def __str__(self): | |
if self.lookup_type == ATTR_LOOKUP: | |
return u".{}".format(self.key) | |
elif self.lookup_type == ITEM_LOOKUP: | |
return u"[{}]".format(repr(self.key)) | |
else: | |
raise Exception("Unknown lookup type: {}".format(self.lookup_type)) | |
def monitor_value(v, path, root): | |
if hasattr(v, "__getitem__") or hasattr(v, "__getattribute__"): | |
return ChangeMonitor(v, path, root) | |
else: | |
return v | |
class ChangeMonitor(object): | |
def __init__(self, data, path=None, root=None): | |
self._data_ = data | |
self._path_ = path or [] | |
self._changes_ = [] | |
self._root_ = root or self | |
def __getattribute__(self, k): | |
if k in ("_data_", "_path_", "_changes_", "_root_"): | |
return object.__getattribute__(self, k) | |
else: | |
path = self._path_[:] | |
path.append(Lookup(k, ATTR_LOOKUP)) | |
return monitor_value(getattr(self._data_, k), path, self._root_) | |
def __getitem__(self, k): | |
path = self._path_[:] | |
path.append(Lookup(k, ITEM_LOOKUP)) | |
return monitor_value(self._data_[k], path, self._root_) | |
def __setitem__(self, k, v): | |
self._root_._changes_.append( | |
Change(self._path_ + [Lookup(k, ITEM_LOOKUP)], v)) | |
self._data_[k] = v | |
def __setattr__(self, k, v): | |
if k in ("_data_", "_path_", "_changes_", "_root_"): | |
return object.__setattr__(self, k, v) | |
self._root_._changes_.append( | |
Change(self._path_ + [Lookup(k, ATTR_LOOKUP)], v)) | |
object.__setattr__(self, k, v) | |
def __repr__(self): | |
return repr(self._data_) | |
class Model(object): | |
name = "XXX" | |
m = Model() | |
# Wrap generic nested data in the change monitor. | |
x = ChangeMonitor({1: 2, 3: {4: 5, 6: {"7": {8: 9}}}, "m": m, "l": [1, 2, 3]}) | |
x[3][4] = 42 | |
x[3][6]["7"][8] = 9 | |
x["m"].name = "YYY" | |
x["l"][1] = 999 | |
print "The following is changed:" | |
for change in x._changes_: | |
print " DATA{} = {}".format(u"".join(unicode(x) for x in change.path), | |
repr(change.to)) |
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The following is changed: | |
DATA[3][4] = 42 | |
DATA[3][6]['7'][8] = 9 | |
DATA['m'].name = 'YYY' | |
DATA['l'][1] = 999 |
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