Forked from syrusakbary/django_efficient_queryset.py
Created
October 31, 2017 11:12
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Django efficient queryset iterator (by dividing in chunks). Taked from https://djangosnippets.org/snippets/1949/
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import gc | |
def queryset_iterator(queryset, chunksize=1000): | |
''''' | |
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 | |
classes. | |
Note that the implementation of the iterator does not support ordered query sets. | |
''' | |
pk = 0 | |
last_pk = queryset.order_by('-pk')[0].pk | |
queryset = queryset.order_by('pk') | |
while pk < last_pk: | |
for row in queryset.filter(pk__gt=pk)[:chunksize]: | |
pk = row.pk | |
yield row | |
gc.collect() |
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