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Historical state of objects stored in the ZODB

Project description


Utilities to access the historical state of objects stored in
a (history aware) ZODB (Zope Object DataBase).
They can be useful to find out what happened to objects in the past
and to restore accidentally deleted or modified objects.

I have used them recently to analyse a case where colleagues reported
about mysteriously lost objects. It turned out that the objects
have not been lost at all but only became unindexed.

This version is tested against ZODB 3.4 and ZODB 3.6. It will not work
with ZODB 3.2. It may (or may not) work with more recent ZODB versions.
Beside ZODB, this version requires Zope's ``DateTime`` package.


Currently, there are the utilities:
``getHistory(obj, first=0, last=20)``,
``getObjectAt(obj, time)``,
``generateHistory(obj)`` and ``generateBTreeHistory(btree)``.

*time* can be a Zope ``DateTime`` instance, a float in seconds since epoch
or a serial/transaction id.

``generateHistory`` is a generator version of ``getHistory``.

While ``generateHistory(btree)`` reports only changes to the top level
btree object, ``generateBTreeHistory`` combines the history for all
(current) subtrees and subbuckets, i.e. it treats the btree as the
application sees it and not on the persistence level only.
Note that the history records generated by ``generateBTreeHistory``
may not be complete: some deletion operations may be missing. However,
there will be at least one entry in the history refering to such deletions.

Usage example

In the example below, the ZODB contains a folder ``f``. Let's have a look
at its history.

>>> from dm.historical import getHistory, getObjectAt
>>> from pprint import pprint as pp
>>> h = getHistory(f)
>>> pp(h)
[{'description': '',
'obj': <Folder at /f>,
'size': 157L,
'tid': '\x03r\xc8\x1b\xf3hhU',
'time': DateTime('2008/01/01 09:59:57.049 GMT+1'),
'user_name': '',
'version': ''},
{'description': '',
'obj': <Folder at /f>,
'size': 124L,
'tid': '\x03r\xc8\x1bX\x0e\xfb\xcc',
'time': DateTime('2008/01/01 09:59:20.639 GMT+1'),
'user_name': '',
'version': ''},
{'description': '',
'obj': <Folder at /f>,
'size': 48L,
'tid': '\x03r\xc8\x15\x1c\x9f\xb03',
'time': DateTime('2008/01/01 09:53:06.709 GMT+1'),
'user_name': '',
'version': ''}]

This tells us that the ZODB knows about 3 transactions affecting
``f``. We can access its state after the first transaction.

>>> f1 = h[-1]['obj']
>>> f1.objectIds()

``f`` was empty at that time. Let's see how ``f`` was changed by the
other transactions:

>>> for hr in h:
... print (hr['time'].strftime('%H:%M:%S'), hr['obj'].objectIds())
09:59:57 ['x', 'y']
09:59:20 ['x']
09:53:06 []

This tells us that the second transaction added ``x`` and the third
transaction ``y``.

We can control which history records are retrieved with the
optional parameters *first* and *last*.

>>> pp(getHistory(f,last=1))
[{'description': '',
'obj': <Folder at /f>,
'size': 157L,
'tid': '\x03r\xc8\x1b\xf3hhU',
'time': DateTime('2008/01/01 09:59:57.049 GMT+1'),
'user_name': '',
'version': ''}]
>>> pp(getHistory(f,first=2))
[{'description': '',
'obj': <Folder at /f>,
'size': 48L,
'tid': '\x03r\xc8\x15\x1c\x9f\xb03',
'time': DateTime('2008/01/01 09:53:06.709 GMT+1'),
'user_name': '',
'version': ''}]

``getObjectAt`` can be used to retrieve the historical state
at a given time. Say, we want to learn how ``f`` was at 9:55.
The most easy way to specify a time is via a ``DateTime``.

>>> from DateTime import DateTime
>>> dt=DateTime(2008,1,1,9,55)
>>> dt
DateTime('2008/01/01 09:55:00 GMT+1')
>>> getObjectAt(f, dt).objectIds()

When we request the state beyond the ZODB's maintained history,
we get a ``POSKeyError``.

>>> getObjectAt(f, DateTime(2008,1,1,9,50))
Traceback (most recent call last):
ZODB.POSException.POSKeyError: ('\x00\x00\x00\x00\x00j\x82\xd3', '\x03r\xc8\x12\x00\x00\x00\x00')

The time can also be specified via a float in the unit seconds since epoch
or via a serial/tid. However, these will be used rarely.

>>> ts=dt.timeTime()
>>> ts
>>> getObjectAt(f, ts).objectIds()
>>> getObjectAt(f, b'\x03r\xc8\x15\x1c\x9f\xb03').objectIds()


This package depends on a ZODB variant (`ZODB` or `ZODB3`, maybe others)
and `DateTime`.


Version 2.0

Made compatible with Python 3

Version 1.2

Made compatible with ZODB 3.10

Version 1.1

added ``generateHistory`` and ``generateBTreeHistory``.

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