Fungsi pengumpulan khusus PostgreSQLLink to this heading
Fungsi-fungsi ini tersedia dari modul``django.contrib.postgres.aggregates``. Mereka digambarkan dalam lebih rinci dalam PostgreSQL docs.
Fungsi pengumpulan tujuan-umumLink to this heading
ArrayAggLink to this heading
- class ArrayAgg(expression, distinct=False, filter=None, default=None, order_by=(), **extra)Link to this definition
Returns a list of values, including nulls, concatenated into an array, or
defaultif there are no values.- distinctLink to this definition
Sebuah argumen boolean pilihan yang menentukan jika nilai senarai akan berbeda. Awalan pada
False.
- order_byLink to this definition
-
Sebuah string pilihan dari sebuah nama bidang (dengan sebuah awalan
"-"pilihan yang menunjukkan urutan menurun) atau sebuah pernyataan (atau sebuah tuple atau list dari string dan/atau pernyataan) yang menentukan urutan dari unsur dalam daftar hasil.Contoh:
from django.db.models import F ArrayAgg("a_field", order_by="-some_field") ArrayAgg("a_field", order_by=F("some_field").desc())
BitAndLink to this heading
- class BitAnd(expression, filter=None, default=None, **extra)Link to this definition
Returns an
intof the bitwiseANDof all non-null input values, ordefaultif all values are null.
BitOrLink to this heading
- class BitOr(expression, filter=None, default=None, **extra)Link to this definition
Returns an
intof the bitwiseORof all non-null input values, ordefaultif all values are null.
BitXorLink to this heading
- class BitXor(expression, filter=None, default=None, **extra)Link to this definition
Returns an
intof the bitwiseXORof all non-null input values, ordefaultif all values are null. It requires PostgreSQL 14+.
BoolAndLink to this heading
- class BoolAnd(expression, filter=None, default=None, **extra)Link to this definition
Returns
True, if all input values are true,defaultif all values are null or if there are no values, otherwiseFalse.Contoh penggunaan:
class Comment(models.Model): body = models.TextField() published = models.BooleanField() rank = models.IntegerField()>>> from django.db.models import Q >>> from django.contrib.postgres.aggregates import BoolAnd >>> Comment.objects.aggregate(booland=BoolAnd("published")) {'booland': False} >>> Comment.objects.aggregate(booland=BoolAnd(Q(rank__lt=100))) {'booland': True}
BoolOrLink to this heading
- class BoolOr(expression, filter=None, default=None, **extra)Link to this definition
Returns
Trueif at least one input value is true,defaultif all values are null or if there are no values, otherwiseFalse.Contoh penggunaan:
class Comment(models.Model): body = models.TextField() published = models.BooleanField() rank = models.IntegerField()>>> from django.db.models import Q >>> from django.contrib.postgres.aggregates import BoolOr >>> Comment.objects.aggregate(boolor=BoolOr("published")) {'boolor': True} >>> Comment.objects.aggregate(boolor=BoolOr(Q(rank__gt=2))) {'boolor': False}
JSONBAggLink to this heading
- class JSONBAgg(expressions, distinct=False, filter=None, default=None, order_by=(), **extra)Link to this definition
Returns the input values as a
JSONarray, ordefaultif there are no values. You can query the result usingkey and index lookups.- distinctLink to this definition
Sebuah argumen boolean pilihan yang menentukan jika nilai senarai akan berbeda. Awalan pada
False.
- order_byLink to this definition
-
Sebuah string pilihan dari sebuah nama bidang (dengan sebuah awalan
"-"pilihan yang menunjukkan urutan menurun) atau sebuah pernyataan (atau sebuah tuple atau list dari string dan/atau pernyataan) yang menentukan urutan dari unsur dalam daftar hasil.Examples are the same as for
ArrayAgg.order_by.
Contoh penggunaan:
class Room(models.Model): number = models.IntegerField(unique=True) class HotelReservation(models.Model): room = models.ForeignKey("Room", on_delete=models.CASCADE) start = models.DateTimeField() end = models.DateTimeField() requirements = models.JSONField(blank=True, null=True)>>> from django.contrib.postgres.aggregates import JSONBAgg >>> Room.objects.annotate( ... requirements=JSONBAgg( ... "hotelreservation__requirements", ... order_by="-hotelreservation__start", ... ) ... ).filter(requirements__0__sea_view=True).values("number", "requirements") <QuerySet [{'number': 102, 'requirements': [ {'parking': False, 'sea_view': True, 'double_bed': False}, {'parking': True, 'double_bed': True} ]}]>
StringAggLink to this heading
- class StringAgg(expression, delimiter, distinct=False, filter=None, default=None, order_by=())Link to this definition
-
Returns the input values concatenated into a string, separated by the
delimiterstring, ordefaultif there are no values.- delimiterLink to this definition
Required argument. A string,
Value, or expression representing the string for separating values. For example,Value(",").
- distinctLink to this definition
Sebuah argumen boolean pilihan yang menentukan jika nilai yang digabungkan akan berbeda. Awalan menjadi
False.
- order_byLink to this definition
-
Sebuah string pilihan dari sebuah bidang nama (dengan awalan
"-"pilihan yang menunjukkan urutan menurun) atau sebuah pernyataan (atau sebuah tuple atau list dari string dan/atau pernyataan) yang menentukan urutan dari unsur dalam hasil string.Examples are the same as for
ArrayAgg.order_by.
Contoh penggunaan:
class Publication(models.Model): title = models.CharField(max_length=30) class Article(models.Model): headline = models.CharField(max_length=100) publications = models.ManyToManyField(Publication)>>> article = Article.objects.create(headline="NASA uses Python") >>> article.publications.create(title="The Python Journal") <Publication: Publication object (1)> >>> article.publications.create(title="Science News") <Publication: Publication object (2)> >>> from django.contrib.postgres.aggregates import StringAgg >>> Article.objects.annotate( ... publication_names=StringAgg( ... "publications__title", ... delimiter=", ", ... order_by="publications__title", ... ) ... ).values("headline", "publication_names") <QuerySet [{ 'headline': 'NASA uses Python', 'publication_names': 'Science News, The Python Journal' }]>
Fungsi-fungsi pengumpulan untuk statistikLink to this heading
y dan xLink to this heading
Argumen-argumen y dan x untuk semua fungsi-fungsi ini dapat dinamai dari bidang atau sebuah pernyataan mengembalikan data numerik. Kedua diwajibkan.
CorrLink to this heading
- class Corr(y, x, filter=None, default=None)Link to this definition
Returns the correlation coefficient as a
float, ordefaultif there aren't any matching rows.
CovarPopLink to this heading
- class CovarPop(y, x, sample=False, filter=None, default=None)Link to this definition
Returns the population covariance as a
float, ordefaultif there aren't any matching rows.- sampleLink to this definition
Optional. By default
CovarPopreturns the general population covariance. However, ifsample=True, the return value will be the sample population covariance.
RegrAvgXLink to this heading
- class RegrAvgX(y, x, filter=None, default=None)Link to this definition
Returns the average of the independent variable (
sum(x)/N) as afloat, ordefaultif there aren't any matching rows.
RegrAvgYLink to this heading
- class RegrAvgY(y, x, filter=None, default=None)Link to this definition
Returns the average of the dependent variable (
sum(y)/N) as afloat, ordefaultif there aren't any matching rows.
RegrCountLink to this heading
- class RegrCount(y, x, filter=None)Link to this definition
Mengembalikan sebuah
intdari angka dari baris masukan dimana kedua pernyataan tidak null.
RegrInterceptLink to this heading
- class RegrIntercept(y, x, filter=None, default=None)Link to this definition
Returns the y-intercept of the least-squares-fit linear equation determined by the
(x, y)pairs as afloat, ordefaultif there aren't any matching rows.
RegrR2Link to this heading
- class RegrR2(y, x, filter=None, default=None)Link to this definition
Returns the square of the correlation coefficient as a
float, ordefaultif there aren't any matching rows.
RegrSlopeLink to this heading
- class RegrSlope(y, x, filter=None, default=None)Link to this definition
Returns the slope of the least-squares-fit linear equation determined by the
(x, y)pairs as afloat, ordefaultif there aren't any matching rows.
RegrSXXLink to this heading
- class RegrSXX(y, x, filter=None, default=None)Link to this definition
Returns
sum(x^2) - sum(x)^2/N("sum of squares" of the independent variable) as afloat, ordefaultif there aren't any matching rows.
RegrSXYLink to this heading
- class RegrSXY(y, x, filter=None, default=None)Link to this definition
Returns
sum(x*y) - sum(x) * sum(y)/N("sum of products" of independent times dependent variable) as afloat, ordefaultif there aren't any matching rows.
RegrSYYLink to this heading
- class RegrSYY(y, x, filter=None, default=None)Link to this definition
Returns
sum(y^2) - sum(y)^2/N("sum of squares" of the dependent variable) as afloat, ordefaultif there aren't any matching rows.
Contoh penggunaanLink to this heading
We will use this example table:
| FIELD1 | FIELD2 | FIELD3 |
|--------|--------|--------|
| foo | 1 | 13 |
| bar | 2 | (null) |
| test | 3 | 13 |
Here's some examples of some of the general-purpose aggregation functions:
>>> TestModel.objects.aggregate(result=StringAgg("field1", delimiter=";"))
{'result': 'foo;bar;test'}
>>> TestModel.objects.aggregate(result=ArrayAgg("field2"))
{'result': [1, 2, 3]}
>>> TestModel.objects.aggregate(result=ArrayAgg("field1"))
{'result': ['foo', 'bar', 'test']}
The next example shows the usage of statistical aggregate functions. The underlying math will be not described (you can read about this, for example, at wikipedia):
>>> TestModel.objects.aggregate(count=RegrCount(y="field3", x="field2"))
{'count': 2}
>>> TestModel.objects.aggregate(
... avgx=RegrAvgX(y="field3", x="field2"), avgy=RegrAvgY(y="field3", x="field2")
... )
{'avgx': 2, 'avgy': 13}