I'm using multi-table inheritance models.
from django.db import models
class Place(models.Model):
name = models.CharField(max_length=50)
address = models.CharField(max_length=80)
class Restaurant(Place):
serves_hot_dogs = models.BooleanField(default=False)
serves_pizza = models.BooleanField(default=False)
class Cinema(Place):
sells_tickets = models.BooleanField(default=False)
sells_popcorn = models.BooleanField(default=False)
class Coffee(Place):
sells_tea = models.BooleanField(default=False)
I have a view that creates several different models:
items = [
Restaurant(...),
Restaurant(...),
Restaurant(...),
Cinema(...),
Cinema(...),
Coffee(...),
Coffee(...),
# + 1.000 other items
]
for item in items:
item.save()
Obviously, this is really inefficient since it creates a lot of queries. Unfortunately, Django doesn't provide a bulk-create method for multi-table inheritance yet (there is an open pull request for it). What is the best way to optimize this code? Do I have to write a raw SQL query or is there another way?
I solved it by inspecting the implementation of bulk_create. Underlying it uses the InsertQuery class to generate the SQL INSERT INTO statement. IMHO this is much cleaner and shorter than writing a raw SQL query.
# Create all concrete models at once
items = Place.objects.bulk_create(items)
# Group items by their model
item_mapping = defaultdict(list)
for item in items:
item_mapping[type(item)].append(item)
# Create a bulk insert for each model
for model, items in item_mapping.items():
fields = model._meta.local_concrete_fields
query = sql.InsertQuery(model)
query.insert_values(fields, items)
query.get_compiler(connection=connection).execute_sql()
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