Fixed #23753 -- Added a suite of SQL Functions
Added functions and tests Added docs and more tests Added TextField converter to mysql backend Aliased Value as V in example docs and tests Removed unicode_compatible in example Fixed console emulation in examples
This commit is contained in:
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7c07612e90
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@ -396,6 +396,8 @@ class DatabaseOperations(BaseDatabaseOperations):
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converters.append(self.convert_booleanfield_value)
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converters.append(self.convert_booleanfield_value)
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if internal_type == 'UUIDField':
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if internal_type == 'UUIDField':
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converters.append(self.convert_uuidfield_value)
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converters.append(self.convert_uuidfield_value)
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if internal_type == 'TextField':
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converters.append(self.convert_textfield_value)
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return converters
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return converters
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def convert_booleanfield_value(self, value, field):
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def convert_booleanfield_value(self, value, field):
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@ -408,6 +410,11 @@ class DatabaseOperations(BaseDatabaseOperations):
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value = uuid.UUID(value)
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value = uuid.UUID(value)
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return value
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return value
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def convert_textfield_value(self, value, field):
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if value is not None:
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value = force_text(value)
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return value
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class DatabaseWrapper(BaseDatabaseWrapper):
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class DatabaseWrapper(BaseDatabaseWrapper):
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vendor = 'mysql'
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vendor = 'mysql'
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@ -0,0 +1,125 @@
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"""
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Classes that represent database functions.
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"""
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from django.db.models import IntegerField
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from django.db.models.expressions import Func, Value
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class Coalesce(Func):
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"""
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Chooses, from left to right, the first non-null expression and returns it.
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"""
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function = 'COALESCE'
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def __init__(self, *expressions, **extra):
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if len(expressions) < 2:
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raise ValueError('Coalesce must take at least two expressions')
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super(Coalesce, self).__init__(*expressions, **extra)
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class ConcatPair(Func):
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"""
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A helper class that concatenates two arguments together. This is used
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by `Concat` because not all backend databases support more than two
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arguments.
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"""
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function = 'CONCAT'
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def __init__(self, left, right, **extra):
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super(ConcatPair, self).__init__(left, right, **extra)
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def as_sqlite(self, compiler, connection):
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self.arg_joiner = ' || '
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self.template = '%(expressions)s'
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self.coalesce()
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return super(ConcatPair, self).as_sql(compiler, connection)
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def as_mysql(self, compiler, connection):
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self.coalesce()
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return super(ConcatPair, self).as_sql(compiler, connection)
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def coalesce(self):
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# null on either side results in null for expression, wrap with coalesce
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expressions = [
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Coalesce(expression, Value('')) for expression in self.get_source_expressions()]
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self.set_source_expressions(expressions)
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class Concat(Func):
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"""
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Concatenates text fields together. Backends that result in an entire
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null expression when any arguments are null will wrap each argument in
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coalesce functions to ensure we always get a non-null result.
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"""
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function = None
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template = "%(expressions)s"
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def __init__(self, *expressions, **extra):
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if len(expressions) < 2:
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raise ValueError('Concat must take at least two expressions')
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paired = self._paired(expressions)
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super(Concat, self).__init__(paired, **extra)
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def _paired(self, expressions):
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# wrap pairs of expressions in successive concat functions
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# exp = [a, b, c, d]
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# -> ConcatPair(a, ConcatPair(b, ConcatPair(c, d))))
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if len(expressions) == 2:
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return ConcatPair(*expressions)
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return ConcatPair(expressions[0], self._paired(expressions[1:]))
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class Length(Func):
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"""Returns the number of characters in the expression"""
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function = 'LENGTH'
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def __init__(self, expression, **extra):
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output_field = extra.pop('output_field', IntegerField())
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super(Length, self).__init__(expression, output_field=output_field, **extra)
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def as_mysql(self, compiler, connection):
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self.function = 'CHAR_LENGTH'
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return super(Length, self).as_sql(compiler, connection)
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class Lower(Func):
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function = 'LOWER'
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def __init__(self, expression, **extra):
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super(Lower, self).__init__(expression, **extra)
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class Substr(Func):
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function = 'SUBSTRING'
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def __init__(self, expression, pos, length=None, **extra):
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"""
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expression: the name of a field, or an expression returning a string
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pos: an integer > 0, or an expression returning an integer
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length: an optional number of characters to return
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"""
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if not hasattr('pos', 'resolve_expression'):
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if pos < 1:
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raise ValueError("'pos' must be greater than 0")
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pos = Value(pos)
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expressions = [expression, pos]
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if length is not None:
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if not hasattr('length', 'resolve_expression'):
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length = Value(length)
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expressions.append(length)
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super(Substr, self).__init__(*expressions, **extra)
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def as_sqlite(self, compiler, connection):
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self.function = 'SUBSTR'
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return super(Substr, self).as_sql(compiler, connection)
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def as_oracle(self, compiler, connection):
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self.function = 'SUBSTR'
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return super(Substr, self).as_sql(compiler, connection)
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class Upper(Func):
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function = 'UPPER'
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def __init__(self, expression, **extra):
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super(Upper, self).__init__(expression, **extra)
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@ -87,7 +87,8 @@ manipulating the data of your Web application. Learn more about it below:
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:doc:`Custom fields <howto/custom-model-fields>` |
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:doc:`Custom fields <howto/custom-model-fields>` |
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:doc:`Multiple databases <topics/db/multi-db>` |
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:doc:`Multiple databases <topics/db/multi-db>` |
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:doc:`Custom lookups <howto/custom-lookups>` |
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:doc:`Custom lookups <howto/custom-lookups>` |
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:doc:`Query Expressions <ref/models/expressions>`
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:doc:`Query Expressions <ref/models/expressions>` |
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:doc:`Database Functions <ref/models/database-functions>`
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* **Other:**
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* **Other:**
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:doc:`Supported databases <ref/databases>` |
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:doc:`Supported databases <ref/databases>` |
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@ -0,0 +1,153 @@
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==================
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Database Functions
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==================
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.. module:: django.db.models.functions
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:synopsis: Database Functions
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.. versionadded:: 1.8
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The classes documented below provide a way for users to use functions provided
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by the underlying database as annotations, aggregations, or filters in Django.
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Functions are also :doc:`expressions <expressions>`, so they can be used and
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combined with other expressions like :ref:`aggregate functions
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<aggregation-functions>`.
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We'll be using the following model in examples of each function::
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class Author(models.Model):
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name = models.CharField(max_length=50)
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age = models.PositiveIntegerField(null=True, blank=True)
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alias = models.CharField(max_length=50, null=True, blank=True)
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goes_by = models.CharField(max_length=50, null=True, blank=True)
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We don't usually recommend allowing ``null=True`` for ``CharField`` since this
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allows the field to have two "empty values", but it's important for the
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``Coalesce`` example below.
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Coalesce
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--------
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.. class:: Coalesce(*expressions, **extra)
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Accepts a list of at least two field names or expressions and returns the
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first non-null value (note that an empty string is not considered a null
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value). Each argument must be of a similar type, so mixing text and numbers
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will result in a database error.
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Usage examples::
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>>> # Get a screen name from least to most public
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>>> from django.db.models import Sum, Value as V
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>>> from django.db.models.functions import Coalesce
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>>> Author.objects.create(name='Margaret Smith', goes_by='Maggie')
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>>> author = Author.objects.annotate(
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... screen_name=Coalesce('alias', 'goes_by', 'name')).get()
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>>> print(author.screen_name)
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Maggie
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>>> # Prevent an aggregate Sum() from returning None
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>>> aggregated = Author.objects.aggregate(
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... combined_age=Coalesce(Sum('age'), V(0)),
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... combined_age_default=Sum('age'))
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>>> print(aggregated['combined_age'])
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0
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>>> print(aggregated['combined_age_default'])
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None
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Concat
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------
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.. class:: Concat(*expressions, **extra)
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Accepts a list of at least two text fields or expressions and returns the
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concatenated text. Each argument must be of a text or char type. If you want
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to concatenate a ``TextField()`` with a ``CharField()``, then be sure to tell
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Django that the ``output_field`` should be a ``TextField()``. This is also
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required when concatenating a ``Value`` as in the example below.
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This function will never have a null result. On backends where a null argument
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results in the entire expression being null, Django will ensure that each null
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part is converted to an empty string first.
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Usage example::
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>>> # Get the display name as "name (goes_by)"
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>>> from django.db.models import CharField, Value as V
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>>> from django.db.models.functions import Concat
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>>> Author.objects.create(name='Margaret Smith', goes_by='Maggie')
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>>> author = Author.objects.annotate(
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... screen_name=Concat('name', V(' ('), 'goes_by', V(')'),
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... output_field=CharField())).get()
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>>> print(author.screen_name)
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Margaret Smith (Maggie)
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Length
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------
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.. class:: Length(expression, **extra)
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Accepts a single text field or expression and returns the number of characters
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the value has. If the expression is null, then the length will also be null.
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Usage example::
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>>> # Get the length of the name and goes_by fields
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>>> from django.db.models.functions import Length
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>>> Author.objects.create(name='Margaret Smith')
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>>> author = Author.objects.annotate(
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... name_length=Length('name'),
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... goes_by_length=Length('goes_by')).get()
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>>> print(author.name_length, author.goes_by_length)
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(14, None)
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Lower
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------
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.. class:: Lower(expression, **extra)
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Accepts a single text field or expression and returns the lowercase
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representation.
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Usage example::
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>>> from django.db.models.functions import Lower
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>>> Author.objects.create(name='Margaret Smith')
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>>> author = Author.objects.annotate(name_lower=Lower('name')).get()
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>>> print(author.name_lower)
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margaret smith
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Substr
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------
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.. class:: Substr(expression, pos, length=None, **extra)
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Returns a substring of length ``length`` from the field or expression starting
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at position ``pos``. The position is 1-indexed, so the position must be greater
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than 0. If ``length`` is ``None``, then the rest of the string will be returned.
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Usage example::
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>>> # Set the alias to the first 5 characters of the name as lowercase
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>>> from django.db.models.functions import Substr, Lower
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>>> Author.objects.create(name='Margaret Smith')
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>>> Author.objects.update(alias=Lower(Substr('name', 1, 5)))
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1
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>>> print(Author.objects.get(name='Margaret Smith').alias)
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marga
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Upper
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------
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.. class:: Upper(expression, **extra)
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Accepts a single text field or expression and returns the uppercase
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representation.
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Usage example::
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>>> from django.db.models.functions import Upper
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>>> Author.objects.create(name='Margaret Smith')
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>>> author = Author.objects.annotate(name_upper=Upper('name')).get()
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>>> print(author.name_upper)
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MARGARET SMITH
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@ -189,6 +189,8 @@ extra attribute ``field_lower`` produced, roughly, from the following SQL::
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...
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...
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LOWER("app_label"."field") as "field_lower"
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LOWER("app_label"."field") as "field_lower"
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See :doc:`database-functions` for a list of built-in database functions.
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The ``Func`` API is as follows:
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The ``Func`` API is as follows:
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.. class:: Func(*expressions, **extra)
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.. class:: Func(*expressions, **extra)
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@ -16,3 +16,4 @@ Model API reference. For introductory material, see :doc:`/topics/db/models`.
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queries
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queries
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lookups
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lookups
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expressions
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expressions
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database-functions
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@ -66,8 +66,8 @@ New data types
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backends. There is a corresponding :class:`form field
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backends. There is a corresponding :class:`form field
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<django.forms.DurationField>`.
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<django.forms.DurationField>`.
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Query Expressions
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Query Expressions and Database Functions
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~~~~~~~~~~~~~~~~~
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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:doc:`Query Expressions </ref/models/expressions>` allow users to create,
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:doc:`Query Expressions </ref/models/expressions>` allow users to create,
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customize, and compose complex SQL expressions. This has enabled annotate
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customize, and compose complex SQL expressions. This has enabled annotate
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@ -75,6 +75,12 @@ to accept expressions other than aggregates. Aggregates are now able to
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reference multiple fields, as well as perform arithmetic, similar to ``F()``
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reference multiple fields, as well as perform arithmetic, similar to ``F()``
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objects.
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objects.
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A collection of :doc:`database functions </ref/models/database-functions>` is
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also included with functionality such as
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:class:`~django.db.models.functions.Coalesce`,
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:class:`~django.db.models.functions.Concat`, and
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:class:`~django.db.models.functions.Substr`.
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``TestCase`` data setup
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``TestCase`` data setup
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~~~~~~~~~~~~~~~~~~~~~~~
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~~~~~~~~~~~~~~~~~~~~~~~
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@ -616,6 +616,7 @@ subpackages
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subqueries
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subqueries
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subquery
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subquery
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subselect
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subselect
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substr
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subtemplate
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subtemplate
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subtemplates
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subtemplates
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subviews
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subviews
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@ -0,0 +1,31 @@
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"""
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Tests for built in Function expressions.
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"""
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from __future__ import unicode_literals
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from django.db import models
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from django.utils.encoding import python_2_unicode_compatible
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@python_2_unicode_compatible
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class Author(models.Model):
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name = models.CharField(max_length=50)
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alias = models.CharField(max_length=50, null=True, blank=True)
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goes_by = models.CharField(max_length=50, null=True, blank=True)
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def __str__(self):
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return self.name
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@python_2_unicode_compatible
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||||||
|
class Article(models.Model):
|
||||||
|
authors = models.ManyToManyField(Author, related_name='articles')
|
||||||
|
title = models.CharField(max_length=50)
|
||||||
|
summary = models.CharField(max_length=200, null=True, blank=True)
|
||||||
|
text = models.TextField()
|
||||||
|
written = models.DateTimeField()
|
||||||
|
published = models.DateTimeField(null=True, blank=True)
|
||||||
|
views = models.PositiveIntegerField(default=0)
|
||||||
|
|
||||||
|
def __str__(self):
|
||||||
|
return self.title
|
|
@ -0,0 +1,220 @@
|
||||||
|
from __future__ import unicode_literals
|
||||||
|
|
||||||
|
from django.db.models import TextField, CharField, Value as V
|
||||||
|
from django.db.models.functions import (
|
||||||
|
Coalesce, Concat, Lower, Upper, Length, Substr,
|
||||||
|
)
|
||||||
|
from django.test import TestCase
|
||||||
|
from django.utils import six, timezone
|
||||||
|
|
||||||
|
from .models import Author, Article
|
||||||
|
|
||||||
|
|
||||||
|
lorem_ipsum = """
|
||||||
|
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod
|
||||||
|
tempor incididunt ut labore et dolore magna aliqua."""
|
||||||
|
|
||||||
|
|
||||||
|
class FunctionTests(TestCase):
|
||||||
|
|
||||||
|
def test_coalesce(self):
|
||||||
|
Author.objects.create(name='John Smith', alias='smithj')
|
||||||
|
Author.objects.create(name='Rhonda')
|
||||||
|
authors = Author.objects.annotate(display_name=Coalesce('alias', 'name'))
|
||||||
|
|
||||||
|
self.assertQuerysetEqual(
|
||||||
|
authors.order_by('name'), [
|
||||||
|
'smithj',
|
||||||
|
'Rhonda',
|
||||||
|
],
|
||||||
|
lambda a: a.display_name
|
||||||
|
)
|
||||||
|
|
||||||
|
with self.assertRaisesMessage(ValueError, 'Coalesce must take at least two expressions'):
|
||||||
|
Author.objects.annotate(display_name=Coalesce('alias'))
|
||||||
|
|
||||||
|
def test_coalesce_mixed_values(self):
|
||||||
|
a1 = Author.objects.create(name='John Smith', alias='smithj')
|
||||||
|
a2 = Author.objects.create(name='Rhonda')
|
||||||
|
ar1 = Article.objects.create(
|
||||||
|
title="How to Django",
|
||||||
|
text=lorem_ipsum,
|
||||||
|
written=timezone.now(),
|
||||||
|
)
|
||||||
|
ar1.authors.add(a1)
|
||||||
|
ar1.authors.add(a2)
|
||||||
|
|
||||||
|
# mixed Text and Char
|
||||||
|
article = Article.objects.annotate(
|
||||||
|
headline=Coalesce('summary', 'text', output_field=TextField()),
|
||||||
|
)
|
||||||
|
|
||||||
|
self.assertQuerysetEqual(
|
||||||
|
article.order_by('title'), [
|
||||||
|
lorem_ipsum,
|
||||||
|
],
|
||||||
|
lambda a: a.headline
|
||||||
|
)
|
||||||
|
|
||||||
|
def test_concat(self):
|
||||||
|
Author.objects.create(name='Jayden')
|
||||||
|
Author.objects.create(name='John Smith', alias='smithj', goes_by='John')
|
||||||
|
Author.objects.create(name='Margaret', goes_by='Maggie')
|
||||||
|
Author.objects.create(name='Rhonda', alias='adnohR')
|
||||||
|
|
||||||
|
authors = Author.objects.annotate(joined=Concat('alias', 'goes_by'))
|
||||||
|
self.assertQuerysetEqual(
|
||||||
|
authors.order_by('name'), [
|
||||||
|
'',
|
||||||
|
'smithjJohn',
|
||||||
|
'Maggie',
|
||||||
|
'adnohR',
|
||||||
|
],
|
||||||
|
lambda a: a.joined
|
||||||
|
)
|
||||||
|
|
||||||
|
with self.assertRaisesMessage(ValueError, 'Concat must take at least two expressions'):
|
||||||
|
Author.objects.annotate(joined=Concat('alias'))
|
||||||
|
|
||||||
|
def test_concat_many(self):
|
||||||
|
Author.objects.create(name='Jayden')
|
||||||
|
Author.objects.create(name='John Smith', alias='smithj', goes_by='John')
|
||||||
|
Author.objects.create(name='Margaret', goes_by='Maggie')
|
||||||
|
Author.objects.create(name='Rhonda', alias='adnohR')
|
||||||
|
|
||||||
|
authors = Author.objects.annotate(
|
||||||
|
joined=Concat('name', V(' ('), 'goes_by', V(')'), output_field=CharField()),
|
||||||
|
)
|
||||||
|
|
||||||
|
self.assertQuerysetEqual(
|
||||||
|
authors.order_by('name'), [
|
||||||
|
'Jayden ()',
|
||||||
|
'John Smith (John)',
|
||||||
|
'Margaret (Maggie)',
|
||||||
|
'Rhonda ()',
|
||||||
|
],
|
||||||
|
lambda a: a.joined
|
||||||
|
)
|
||||||
|
|
||||||
|
def test_concat_mixed_char_text(self):
|
||||||
|
Article.objects.create(title='The Title', text=lorem_ipsum, written=timezone.now())
|
||||||
|
article = Article.objects.annotate(
|
||||||
|
title_text=Concat('title', V(' - '), 'text', output_field=TextField()),
|
||||||
|
).get(title='The Title')
|
||||||
|
self.assertEqual(article.title + ' - ' + article.text, article.title_text)
|
||||||
|
|
||||||
|
# wrap the concat in something else to ensure that we're still
|
||||||
|
# getting text rather than bytes
|
||||||
|
article = Article.objects.annotate(
|
||||||
|
title_text=Upper(Concat('title', V(' - '), 'text', output_field=TextField())),
|
||||||
|
).get(title='The Title')
|
||||||
|
expected = article.title + ' - ' + article.text
|
||||||
|
self.assertEqual(expected.upper(), article.title_text)
|
||||||
|
|
||||||
|
def test_lower(self):
|
||||||
|
Author.objects.create(name='John Smith', alias='smithj')
|
||||||
|
Author.objects.create(name='Rhonda')
|
||||||
|
authors = Author.objects.annotate(lower_name=Lower('name'))
|
||||||
|
|
||||||
|
self.assertQuerysetEqual(
|
||||||
|
authors.order_by('name'), [
|
||||||
|
'john smith',
|
||||||
|
'rhonda',
|
||||||
|
],
|
||||||
|
lambda a: a.lower_name
|
||||||
|
)
|
||||||
|
|
||||||
|
Author.objects.update(name=Lower('name'))
|
||||||
|
self.assertQuerysetEqual(
|
||||||
|
authors.order_by('name'), [
|
||||||
|
('john smith', 'john smith'),
|
||||||
|
('rhonda', 'rhonda'),
|
||||||
|
],
|
||||||
|
lambda a: (a.lower_name, a.name)
|
||||||
|
)
|
||||||
|
|
||||||
|
def test_upper(self):
|
||||||
|
Author.objects.create(name='John Smith', alias='smithj')
|
||||||
|
Author.objects.create(name='Rhonda')
|
||||||
|
authors = Author.objects.annotate(upper_name=Upper('name'))
|
||||||
|
|
||||||
|
self.assertQuerysetEqual(
|
||||||
|
authors.order_by('name'), [
|
||||||
|
'JOHN SMITH',
|
||||||
|
'RHONDA',
|
||||||
|
],
|
||||||
|
lambda a: a.upper_name
|
||||||
|
)
|
||||||
|
|
||||||
|
Author.objects.update(name=Upper('name'))
|
||||||
|
self.assertQuerysetEqual(
|
||||||
|
authors.order_by('name'), [
|
||||||
|
('JOHN SMITH', 'JOHN SMITH'),
|
||||||
|
('RHONDA', 'RHONDA'),
|
||||||
|
],
|
||||||
|
lambda a: (a.upper_name, a.name)
|
||||||
|
)
|
||||||
|
|
||||||
|
def test_length(self):
|
||||||
|
Author.objects.create(name='John Smith', alias='smithj')
|
||||||
|
Author.objects.create(name='Rhonda')
|
||||||
|
authors = Author.objects.annotate(
|
||||||
|
name_length=Length('name'),
|
||||||
|
alias_length=Length('alias'))
|
||||||
|
|
||||||
|
self.assertQuerysetEqual(
|
||||||
|
authors.order_by('name'), [
|
||||||
|
(10, 6),
|
||||||
|
(6, None),
|
||||||
|
],
|
||||||
|
lambda a: (a.name_length, a.alias_length)
|
||||||
|
)
|
||||||
|
|
||||||
|
self.assertEqual(authors.filter(alias_length__lte=Length('name')).count(), 1)
|
||||||
|
|
||||||
|
def test_substr(self):
|
||||||
|
Author.objects.create(name='John Smith', alias='smithj')
|
||||||
|
Author.objects.create(name='Rhonda')
|
||||||
|
authors = Author.objects.annotate(name_part=Substr('name', 5, 3))
|
||||||
|
|
||||||
|
self.assertQuerysetEqual(
|
||||||
|
authors.order_by('name'), [
|
||||||
|
' Sm',
|
||||||
|
'da',
|
||||||
|
],
|
||||||
|
lambda a: a.name_part
|
||||||
|
)
|
||||||
|
|
||||||
|
authors = Author.objects.annotate(name_part=Substr('name', 2))
|
||||||
|
self.assertQuerysetEqual(
|
||||||
|
authors.order_by('name'), [
|
||||||
|
'ohn Smith',
|
||||||
|
'honda',
|
||||||
|
],
|
||||||
|
lambda a: a.name_part
|
||||||
|
)
|
||||||
|
|
||||||
|
# if alias is null, set to first 5 lower characters of the name
|
||||||
|
Author.objects.filter(alias__isnull=True).update(
|
||||||
|
alias=Lower(Substr('name', 1, 5)),
|
||||||
|
)
|
||||||
|
|
||||||
|
self.assertQuerysetEqual(
|
||||||
|
authors.order_by('name'), [
|
||||||
|
'smithj',
|
||||||
|
'rhond',
|
||||||
|
],
|
||||||
|
lambda a: a.alias
|
||||||
|
)
|
||||||
|
|
||||||
|
def test_substr_start(self):
|
||||||
|
Author.objects.create(name='John Smith', alias='smithj')
|
||||||
|
a = Author.objects.annotate(
|
||||||
|
name_part_1=Substr('name', 1),
|
||||||
|
name_part_2=Substr('name', 2),
|
||||||
|
).get(alias='smithj')
|
||||||
|
|
||||||
|
self.assertEqual(a.name_part_1[1:], a.name_part_2)
|
||||||
|
|
||||||
|
with six.assertRaisesRegex(self, ValueError, "'pos' must be greater than 0"):
|
||||||
|
Author.objects.annotate(raises=Substr('name', 0))
|
Loading…
Reference in New Issue