I want to calculate the monthly based profit with the following models using django queryset methods.
The tricky point is that I have a freightselloverride field in the order table. It overrides the sum of freightsell in the orderItem table. An order may contain multiple orderItems. That's why I have to calculate order based profit first and then calculate the monthly based profit. Because if there is any order level freightselloverride data I should take this into consideration.
Below I gave a try using annotate method but could not resolve how to reach this SQL. Does Django allow this kind of nested aggregate queries?
select sales_month
,sum(sumSellPrice-sumNetPrice-sumFreighNet+coalesce(FreightSellOverride,sumFreightSell)) as profit
from
(
select CAST(DATE_FORMAT(b.CreateDate, '%Y-%m-01 00:00:00') AS DATETIME) AS `sales_month`,
a.order_id,b.FreightSellOverride
,sum(SellPrice) as sumSellPrice,sum(NetPrice) as sumNetPrice
,sum(FreightNet) as sumFreighNet,sum(FreightSell) as sumFreightSell
from OrderItem a
inner join Order b
on a.order_id=b.id
group by 1,2,3
) c
group by sales_month
I tried this
result = (OrderItem.objects
.annotate(sales_month=TruncMonth('order__CreateDate'))
.values('sales_month','order','order__FreightSellOverride')
.annotate(sumSellPrice=Sum('SellPrice'),sumNetPrice=Sum('NetPrice'),sumFreighNet=Sum('FreightNet'),sumFreightSell=Sum('FreightSell'))
.values('sales_month')
.annotate(profit=Sum(F('sumSellPrice')-F('sumNetPrice')-F('sumFreighNet')+Coalesce('order__FreightSellOverride','sumFreightSell')))
)
but get this error
Exception Type: FieldError
Exception Value:
Cannot compute Sum('<CombinedExpression: F(sumSellPrice) - F(sumNetPrice) - F(sumFreighNet) + Coalesce(F(ProjectId__FreightSellOverride), F(sumFreightSell))>'): '<CombinedExpression: F(sumSellPrice) - F(sumNetPrice) - F(sumFreighNet) + Coalesce(F(ProjectId__FreightSellOverride), F(sumFreightSell))>' is an aggregate
from django.db import models
from django.db.models import F, Count, Sum
from django.db.models.functions import TruncMonth, Coalesce
class Order(models.Model):
CreateDate = models.DateTimeField(verbose_name="Create Date")
FreightSellOverride = models.FloatField()
class OrderItem(models.Model):
SellPrice = models.DecimalField(max_digits=10,decimal_places=2)
FreightSell = models.DecimalField(max_digits=10,decimal_places=2)
NetPrice = models.DecimalField(max_digits=10,decimal_places=2)
FreightNet = models.DecimalField(max_digits=10,decimal_places=2)
order = models.ForeignKey(Order,on_delete=models.DO_NOTHING,related_name="Item")