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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def _cleanup_orphaned_versions(self, dry_run):
 """ Fixes any versions who have parent pointers to missing snapshots. Note, doesn't delete the versions, just removes the parent pointer if it no longer exists in snapshots. """

        lib = self
        versions_coll = lib._collection.versions
        snapshots_coll = lib._collection.snapshots

        logger.info("ORPHANED SNAPSHOT CHECK: %s" % self._arctic_lib.get_name())

        # Be liberal with the generation time.
        gen_time = dt.now() - timedelta(days=1)
        parent_id_constraint = {'$lt': bson.ObjectId.from_datetime(gen_time)}

        # For each symbol, grab all 'real' snapshots and audit entries
        snapshots = set(snapshots_coll.distinct('_id'))
        snapshots |= set(lib._audit.distinct('_id'))
        # Using aggregate so we can unwind, and pull out 'parent', where 'parent' is older than a day.
        parents = versions_coll.aggregate([{'$project': {'parent': True}},
                                           {'$unwind': '$parent'},
                                           {'$match': {'parent': parent_id_constraint}},
                                           {'$group': {'_id': '$parent'}},
                                           ])
        parent_ids = set([x['_id'] for x in parents])

        leaked_snaps = sorted(parent_ids - snapshots)
        if len(leaked_snaps):
            logger.info("leaked %d snapshots" % (len(leaked_snaps)))
        for x in leaked_snaps:
            ver_count = mongo_count(versions_coll, filter={'parent': x})
            logger.info("Missing Snapshot %s (%s) ; %s versions ref'd" % (x.generation_time,
                                                                          x,
                                                                          ver_count
                                                                          ))
            if snapshots_coll.find_one({'_id': x}) is not None:
                raise Exception("Error: snapshot (%s) is found, but shouldn't be!" %
                                (x))
            # Now cleanup the leaked snapshots
            if not dry_run:
                versions_coll.update_many({'parent': x},
                                          {'$pull': {'parent': x}})