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Django fetching by chunks
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from django.db.models import Count, Min, Max | |
from django.db.models.functions import Coalesce | |
def chunk_fetch(queryset, chunk_size=100): | |
""" | |
:type chunk_size: int | |
:type queryset: django.db.models.QuerySet | |
""" | |
aggregation = queryset.aggregate( | |
min_id=Coalesce(Min('pk'), 0), | |
max_id=Coalesce(Max('pk'), -1) | |
) | |
min_id, max_id = aggregation['min_id'], aggregation['max_id'] | |
while min_id <= max_id: | |
queryset_slice = list(queryset.filter( | |
pk__gte=min_id, | |
pk__lt=min_id + chunk_size | |
)) | |
for record in queryset_slice: | |
yield record | |
min_id += chunk_size |
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