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import gc
def queryset_iterator(queryset, chunksize=1000, getfunc=getattr):
Iterate over a Django Queryset ordered by the primary key
This method loads a maximum of chunksize (default: 1000) rows in it's
memory at the same time while django normally would load all rows in it's
memory. Using the iterator() method only causes it to not preload all the
Note that the implementation of the iterator does not support ordered
query sets.
pk = 0
'''In the case of an empty list, return'''
last_pk = getfunc(queryset.order_by('-pk')[0], 'pk')
except IndexError:
queryset = queryset.order_by('pk')
while pk < last_pk:
for row in queryset.filter(pk__gt=pk)[:chunksize]:
pk = getfunc(row, 'pk')
yield row