Fixed #24001 -- Added range fields for PostgreSQL.

Added support for PostgreSQL range types to contrib.postgres.

- 5 new model fields
- 4 new form fields
- New validators
- Uses psycopg2's range type implementation in python
This commit is contained in:
Marc Tamlyn 2015-01-10 16:14:20 +00:00
parent 916e38802f
commit 48ad288679
15 changed files with 986 additions and 6 deletions

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@ -402,3 +402,266 @@ using in conjunction with lookups on
>>> Dog.objects.filter(data__values__contains=['collie'])
[<Dog: Meg>]
.. _range-fields:
Range Fields
------------
There are five range field types, corresponding to the built-in range types in
PostgreSQL. These fields are used to store a range of values; for example the
start and end timestamps of an event, or the range of ages an activity is
suitable for.
All of the range fields translate to :ref:`psycopg2 Range objects
<psycopg2:adapt-range>` in python, but also accept tuples as input if no bounds
information is necessary. The default is lower bound included, upper bound
excluded.
IntegerRangeField
^^^^^^^^^^^^^^^^^
.. class:: IntegerRangeField(**options)
Stores a range of integers. Based on an
:class:`~django.db.models.IntegerField`. Represented by an ``int4range`` in
the database and a :class:`~psycopg2:psycopg2.extras.NumericRange` in
Python.
BigIntegerRangeField
^^^^^^^^^^^^^^^^^^^^
.. class:: BigIntegerRangeField(**options)
Stores a range of large integers. Based on a
:class:`~django.db.models.BigIntegerField`. Represented by an ``int8range``
in the database and a :class:`~psycopg2:psycopg2.extras.NumericRange` in
Python.
FloatRangeField
^^^^^^^^^^^^^^^
.. class:: FloatRangeField(**options)
Stores a range of floating point values. Based on a
:class:`~django.db.models.FloatField`. Represented by a ``numrange`` in the
database and a :class:`~psycopg2:psycopg2.extras.NumericRange` in Python.
DateTimeRangeField
^^^^^^^^^^^^^^^^^^
.. class:: DateTimeRangeField(**options)
Stores a range of timestamps. Based on a
:class:`~django.db.models.DateTimeField`. Represented by a ``tztsrange`` in
the database and a :class:`~psycopg2:psycopg2.extras.DateTimeTZRange` in
Python.
DateRangeField
^^^^^^^^^^^^^^
.. class:: DateRangeField(**options)
Stores a range of dates. Based on a
:class:`~django.db.models.DateField`. Represented by a ``daterange`` in the
database and a :class:`~psycopg2:psycopg2.extras.DateRange` in Python.
Querying Range Fields
^^^^^^^^^^^^^^^^^^^^^
There are a number of custom lookups and transforms for range fields. They are
available on all the above fields, but we will use the following example
model::
from django.contrib.postgres.fields import IntegerRangeField
from django.db import models
class Event(models.Model):
name = models.CharField(max_length=200)
ages = IntegerRangeField()
def __str__(self): # __unicode__ on Python 2
return self.name
We will also use the following example objects::
>>> Event.objects.create(name='Soft play', ages=(0, 10))
>>> Event.objects.create(name='Pub trip', ages=(21, None))
and ``NumericRange``:
>>> from psycopg2.extras import NumericRange
Containment functions
~~~~~~~~~~~~~~~~~~~~~
As with other PostgreSQL fields, there are three standard containment
operators: ``contains``, ``contained_by`` and ``overlap``, using the SQL
operators ``@>``, ``<@``, and ``&&`` respectively.
.. fieldlookup:: rangefield.contains
contains
''''''''
>>> Event.objects.filter(ages__contains=NumericRange(4, 5))
[<Event: Soft play>]
.. fieldlookup:: rangefield.contained_by
contained_by
''''''''''''
>>> Event.objects.filter(ages__contained_by=NumericRange(0, 15))
[<Event: Soft play>]
.. fieldlookup:: rangefield.overlap
overlap
'''''''
>>> Event.objects.filter(ages__overlap=NumericRange(8, 12))
[<Event: Soft play>]
Comparison functions
~~~~~~~~~~~~~~~~~~~~
Range fields support the standard lookups: :lookup:`lt`, :lookup:`gt`,
:lookup:`lte` and :lookup:`gte`. These are not particularly helpful - they
compare the lower bounds first and then the upper bounds only if necessary.
This is also the strategy used to order by a range field. It is better to use
the specific range comparison operators.
.. fieldlookup:: rangefield.fully_lt
fully_lt
''''''''
The returned ranges are strictly less than the passed range. In other words,
all the points in the returned range are less than all those in the passed
range.
>>> Event.objects.filter(ages__fully_lt=NumericRange(11, 15))
[<Event: Soft play>]
.. fieldlookup:: rangefield.fully_gt
fully_gt
''''''''
The returned ranges are strictly greater than the passed range. In other words,
the all the points in the returned range are greater than all those in the
passed range.
>>> Event.objects.filter(ages__fully_gt=NumericRange(11, 15))
[<Event: Pub trip>]
.. fieldlookup:: rangefield.not_lt
not_lt
''''''
The returned ranges do not contain any points less than the passed range, that
is the lower bound of the returned range is at least the lower bound of the
passed range.
>>> Event.objects.filter(ages__not_lt=NumericRange(0, 15))
[<Event: Soft play>, <Event: Pub trip>]
.. fieldlookup:: rangefield.not_gt
not_gt
''''''
The returned ranges do not contain any points greater than the passed range, that
is the upper bound of the returned range is at most the upper bound of the
passed range.
>>> Event.objects.filter(ages__not_gt=NumericRange(3, 10))
[<Event: Soft play>]
.. fieldlookup:: rangefield.adjacent_to
adjacent_to
'''''''''''
The returned ranges share a bound with the passed range.
>>> Event.objects.filter(ages__adjacent_to=NumericRange(10, 21))
[<Event: Soft play>, <Event: Pub trip>]
Querying using the bounds
~~~~~~~~~~~~~~~~~~~~~~~~~
There are three transforms available for use in queries. You can extract the
lower or upper bound, or query based on emptiness.
.. fieldlookup:: rangefield.startswith
startswith
''''''''''
Returned objects have the given lower bound. Can be chained to valid lookups
for the base field.
>>> Event.objects.filter(ages__startswith=21)
[<Event: Pub trip>]
.. fieldlookup:: rangefield.endswith
endswith
''''''''
Returned objects have the given upper bound. Can be chained to valid lookups
for the base field.
>>> Event.objects.filter(ages__endswith=10)
[<Event: Soft play>]
.. fieldlookup:: rangefield.isempty
isempty
'''''''
Returned objects are empty ranges. Can be chained to valid lookups for a
:class:`~django.db.models.BooleanField`.
>>> Event.objects.filter(ages__isempty=True)
[]
Defining your own range types
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
PostgreSQL allows the definition of custom range types. Django's model and form
field implementations use base classes below, and psycopg2 provides a
:func:`~psycopg2:psycopg2.extras.register_range` to allow use of custom range
types.
.. class:: RangeField(**options)
Base class for model range fields.
.. attribute:: base_field
The model field to use.
.. attribute:: range_type
The psycopg2 range type to use.
.. attribute:: form_field
The form field class to use. Should be a sublcass of
:class:`django.contrib.postgres.forms.BaseRangeField`.
.. class:: django.contrib.postgres.forms.BaseRangeField
Base class for form range fields.
.. attribute:: base_field
The form field to use.
.. attribute:: range_type
The psycopg2 range type to use.

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@ -154,3 +154,48 @@ HStoreField
On occasions it may be useful to require or restrict the keys which are
valid for a given field. This can be done using the
:class:`~django.contrib.postgres.validators.KeysValidator`.
Range Fields
------------
This group of fields all share similar functionality for accepting range data.
They are based on :class:`~django.forms.MultiValueField`. They treat one
omitted value as an unbounded range. They also validate that the lower bound is
not greater than the upper bound.
IntegerRangeField
~~~~~~~~~~~~~~~~~
.. class:: IntegerRangeField
Based on :class:`~django.forms.IntegerField` and translates its input into
:class:`~psycopg2:psycopg2.extras.NumericRange`. Default for
:class:`~django.contrib.postgres.fields.IntegerRangeField` and
:class:`~django.contrib.postgres.fields.BigIntegerRangeField`.
FloatRangeField
~~~~~~~~~~~~~~~
.. class:: FloatRangeField
Based on :class:`~django.forms.FloatField` and translates its input into
:class:`~psycopg2:psycopg2.extras.NumericRange`. Default for
:class:`~django.contrib.postgres.fields.FloatRangeField`.
DateTimeRangeField
~~~~~~~~~~~~~~~~~~
.. class:: DateTimeRangeField
Based on :class:`~django.forms.DateTimeField` and translates its input into
:class:`~psycopg2:psycopg2.extras.DateTimeTZRange`. Default for
:class:`~django.contrib.postgres.fields.DateTimeRangeField`.
DateRangeField
~~~~~~~~~~~~~~
.. class:: DateRangeField
Based on :class:`~django.forms.DateField` and translates its input into
:class:`~psycopg2:psycopg2.extras.DateRange`. Default for
:class:`~django.contrib.postgres.fields.DateRangeField`.

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@ -18,3 +18,16 @@ Validators
.. note::
Note that this checks only for the existence of a given key, not that
the value of a key is non-empty.
Range validators
----------------
.. class:: RangeMaxValueValidator(limit_value, message=None)
Validates that the upper bound of the range is not greater than
``limit_value``.
.. class:: RangeMinValueValidator(limit_value, message=None)
Validates that the lower bound of the range is not less than the
``limit_value``.