Fixed #26167 -- Added support for functional indexes.

Thanks Simon Charette, Mads Jensen, and Mariusz Felisiak for reviews.

Co-authored-by: Markus Holtermann <info@markusholtermann.eu>
This commit is contained in:
Hannes Ljungberg 2019-10-10 20:04:17 +02:00 committed by Mariusz Felisiak
parent e3ece0144a
commit 83fcfc9ec8
28 changed files with 1306 additions and 65 deletions

View File

@ -6,10 +6,13 @@ from django.apps import AppConfig
from django.db import connections
from django.db.backends.signals import connection_created
from django.db.migrations.writer import MigrationWriter
from django.db.models import CharField, TextField
from django.db.models import CharField, OrderBy, TextField
from django.db.models.functions import Collate
from django.db.models.indexes import IndexExpression
from django.test.signals import setting_changed
from django.utils.translation import gettext_lazy as _
from .indexes import OpClass
from .lookups import SearchLookup, TrigramSimilar, Unaccent
from .serializers import RangeSerializer
from .signals import register_type_handlers
@ -63,3 +66,4 @@ class PostgresConfig(AppConfig):
CharField.register_lookup(TrigramSimilar)
TextField.register_lookup(TrigramSimilar)
MigrationWriter.register_serializer(RANGE_TYPES, RangeSerializer)
IndexExpression.register_wrappers(OrderBy, OpClass, Collate)

View File

@ -1,5 +1,5 @@
from django.db import NotSupportedError
from django.db.models import Index
from django.db.models import Func, Index
from django.utils.functional import cached_property
__all__ = [
@ -39,8 +39,8 @@ class PostgresIndex(Index):
class BloomIndex(PostgresIndex):
suffix = 'bloom'
def __init__(self, *, length=None, columns=(), **kwargs):
super().__init__(**kwargs)
def __init__(self, *expressions, length=None, columns=(), **kwargs):
super().__init__(*expressions, **kwargs)
if len(self.fields) > 32:
raise ValueError('Bloom indexes support a maximum of 32 fields.')
if not isinstance(columns, (list, tuple)):
@ -83,12 +83,12 @@ class BloomIndex(PostgresIndex):
class BrinIndex(PostgresIndex):
suffix = 'brin'
def __init__(self, *, autosummarize=None, pages_per_range=None, **kwargs):
def __init__(self, *expressions, autosummarize=None, pages_per_range=None, **kwargs):
if pages_per_range is not None and pages_per_range <= 0:
raise ValueError('pages_per_range must be None or a positive integer')
self.autosummarize = autosummarize
self.pages_per_range = pages_per_range
super().__init__(**kwargs)
super().__init__(*expressions, **kwargs)
def deconstruct(self):
path, args, kwargs = super().deconstruct()
@ -114,9 +114,9 @@ class BrinIndex(PostgresIndex):
class BTreeIndex(PostgresIndex):
suffix = 'btree'
def __init__(self, *, fillfactor=None, **kwargs):
def __init__(self, *expressions, fillfactor=None, **kwargs):
self.fillfactor = fillfactor
super().__init__(**kwargs)
super().__init__(*expressions, **kwargs)
def deconstruct(self):
path, args, kwargs = super().deconstruct()
@ -134,10 +134,10 @@ class BTreeIndex(PostgresIndex):
class GinIndex(PostgresIndex):
suffix = 'gin'
def __init__(self, *, fastupdate=None, gin_pending_list_limit=None, **kwargs):
def __init__(self, *expressions, fastupdate=None, gin_pending_list_limit=None, **kwargs):
self.fastupdate = fastupdate
self.gin_pending_list_limit = gin_pending_list_limit
super().__init__(**kwargs)
super().__init__(*expressions, **kwargs)
def deconstruct(self):
path, args, kwargs = super().deconstruct()
@ -159,10 +159,10 @@ class GinIndex(PostgresIndex):
class GistIndex(PostgresIndex):
suffix = 'gist'
def __init__(self, *, buffering=None, fillfactor=None, **kwargs):
def __init__(self, *expressions, buffering=None, fillfactor=None, **kwargs):
self.buffering = buffering
self.fillfactor = fillfactor
super().__init__(**kwargs)
super().__init__(*expressions, **kwargs)
def deconstruct(self):
path, args, kwargs = super().deconstruct()
@ -188,9 +188,9 @@ class GistIndex(PostgresIndex):
class HashIndex(PostgresIndex):
suffix = 'hash'
def __init__(self, *, fillfactor=None, **kwargs):
def __init__(self, *expressions, fillfactor=None, **kwargs):
self.fillfactor = fillfactor
super().__init__(**kwargs)
super().__init__(*expressions, **kwargs)
def deconstruct(self):
path, args, kwargs = super().deconstruct()
@ -208,9 +208,9 @@ class HashIndex(PostgresIndex):
class SpGistIndex(PostgresIndex):
suffix = 'spgist'
def __init__(self, *, fillfactor=None, **kwargs):
def __init__(self, *expressions, fillfactor=None, **kwargs):
self.fillfactor = fillfactor
super().__init__(**kwargs)
super().__init__(*expressions, **kwargs)
def deconstruct(self):
path, args, kwargs = super().deconstruct()
@ -223,3 +223,10 @@ class SpGistIndex(PostgresIndex):
if self.fillfactor is not None:
with_params.append('fillfactor = %d' % self.fillfactor)
return with_params
class OpClass(Func):
template = '%(expressions)s %(name)s'
def __init__(self, expression, name):
super().__init__(expression, name=name)

View File

@ -281,6 +281,10 @@ class BaseDatabaseFeatures:
supports_functions_in_partial_indexes = True
# Does the backend support covering indexes (CREATE INDEX ... INCLUDE ...)?
supports_covering_indexes = False
# Does the backend support indexes on expressions?
supports_expression_indexes = False
# Does the backend treat COLLATE as an indexed expression?
collate_as_index_expression = False
# Does the database allow more than one constraint or index on the same
# field(s)?

View File

@ -2,10 +2,11 @@ import logging
from datetime import datetime
from django.db.backends.ddl_references import (
Columns, ForeignKeyName, IndexName, Statement, Table,
Columns, Expressions, ForeignKeyName, IndexName, Statement, Table,
)
from django.db.backends.utils import names_digest, split_identifier
from django.db.models import Deferrable, Index
from django.db.models.sql import Query
from django.db.transaction import TransactionManagementError, atomic
from django.utils import timezone
@ -354,10 +355,20 @@ class BaseDatabaseSchemaEditor:
def add_index(self, model, index):
"""Add an index on a model."""
if (
index.contains_expressions and
not self.connection.features.supports_expression_indexes
):
return None
self.execute(index.create_sql(model, self), params=None)
def remove_index(self, model, index):
"""Remove an index from a model."""
if (
index.contains_expressions and
not self.connection.features.supports_expression_indexes
):
return None
self.execute(index.remove_sql(model, self))
def add_constraint(self, model, constraint):
@ -992,12 +1003,17 @@ class BaseDatabaseSchemaEditor:
def _create_index_sql(self, model, *, fields=None, name=None, suffix='', using='',
db_tablespace=None, col_suffixes=(), sql=None, opclasses=(),
condition=None, include=None):
condition=None, include=None, expressions=None):
"""
Return the SQL statement to create the index for one or several fields.
`sql` can be specified if the syntax differs from the standard (GIS
indexes, ...).
Return the SQL statement to create the index for one or several fields
or expressions. `sql` can be specified if the syntax differs from the
standard (GIS indexes, ...).
"""
fields = fields or []
expressions = expressions or []
compiler = Query(model, alias_cols=False).get_compiler(
connection=self.connection,
)
tablespace_sql = self._get_index_tablespace_sql(model, fields, db_tablespace=db_tablespace)
columns = [field.column for field in fields]
sql_create_index = sql or self.sql_create_index
@ -1014,7 +1030,11 @@ class BaseDatabaseSchemaEditor:
table=Table(table, self.quote_name),
name=IndexName(table, columns, suffix, create_index_name),
using=using,
columns=self._index_columns(table, columns, col_suffixes, opclasses),
columns=(
self._index_columns(table, columns, col_suffixes, opclasses)
if columns
else Expressions(table, expressions, compiler, self.quote_value)
),
extra=tablespace_sql,
condition=self._index_condition_sql(condition),
include=self._index_include_sql(model, include),
@ -1046,6 +1066,10 @@ class BaseDatabaseSchemaEditor:
output.append(self._create_index_sql(model, fields=fields, suffix='_idx'))
for index in model._meta.indexes:
if (
not index.contains_expressions or
self.connection.features.supports_expression_indexes
):
output.append(index.create_sql(model, self))
return output

View File

@ -2,6 +2,7 @@
Helpers to manipulate deferred DDL statements that might need to be adjusted or
discarded within when executing a migration.
"""
from copy import deepcopy
class Reference:
@ -198,3 +199,38 @@ class Statement(Reference):
def __str__(self):
return self.template % self.parts
class Expressions(TableColumns):
def __init__(self, table, expressions, compiler, quote_value):
self.compiler = compiler
self.expressions = expressions
self.quote_value = quote_value
columns = [col.target.column for col in self.compiler.query._gen_cols([self.expressions])]
super().__init__(table, columns)
def rename_table_references(self, old_table, new_table):
if self.table != old_table:
return
expressions = deepcopy(self.expressions)
self.columns = []
for col in self.compiler.query._gen_cols([expressions]):
col.alias = new_table
self.expressions = expressions
super().rename_table_references(old_table, new_table)
def rename_column_references(self, table, old_column, new_column):
if self.table != table:
return
expressions = deepcopy(self.expressions)
self.columns = []
for col in self.compiler.query._gen_cols([expressions]):
if col.target.column == old_column:
col.target.column = new_column
self.columns.append(col.target.column)
self.expressions = expressions
def __str__(self):
sql, params = self.compiler.compile(self.expressions)
params = map(self.quote_value, params)
return sql % tuple(params)

View File

@ -41,6 +41,10 @@ class DatabaseFeatures(BaseDatabaseFeatures):
"""
# Neither MySQL nor MariaDB support partial indexes.
supports_partial_indexes = False
# COLLATE must be wrapped in parentheses because MySQL treats COLLATE as an
# indexed expression.
collate_as_index_expression = True
supports_order_by_nulls_modifier = False
order_by_nulls_first = True
test_collations = {
@ -60,6 +64,10 @@ class DatabaseFeatures(BaseDatabaseFeatures):
'model_fields.test_textfield.TextFieldTests.test_emoji',
'model_fields.test_charfield.TestCharField.test_emoji',
},
"MySQL doesn't support functional indexes on a function that "
"returns JSON": {
'schema.tests.SchemaTests.test_func_index_json_key_transform',
},
}
if 'ONLY_FULL_GROUP_BY' in self.connection.sql_mode:
skips.update({
@ -225,3 +233,10 @@ class DatabaseFeatures(BaseDatabaseFeatures):
not self.connection.mysql_is_mariadb and
self.connection.mysql_version >= (8, 0, 1)
)
@cached_property
def supports_expression_indexes(self):
return (
not self.connection.mysql_is_mariadb and
self.connection.mysql_version >= (8, 0, 13)
)

View File

@ -59,6 +59,7 @@ class DatabaseFeatures(BaseDatabaseFeatures):
supports_ignore_conflicts = False
max_query_params = 2**16 - 1
supports_partial_indexes = False
supports_expression_indexes = True
supports_slicing_ordering_in_compound = True
allows_multiple_constraints_on_same_fields = False
supports_boolean_expr_in_select_clause = False

View File

@ -58,6 +58,7 @@ class DatabaseFeatures(BaseDatabaseFeatures):
supports_deferrable_unique_constraints = True
has_json_operators = True
json_key_contains_list_matching_requires_list = True
supports_expression_indexes = True
django_test_skips = {
'opclasses are PostgreSQL only.': {

View File

@ -227,11 +227,12 @@ class DatabaseSchemaEditor(BaseDatabaseSchemaEditor):
def _create_index_sql(
self, model, *, fields=None, name=None, suffix='', using='',
db_tablespace=None, col_suffixes=(), sql=None, opclasses=(),
condition=None, concurrently=False, include=None,
condition=None, concurrently=False, include=None, expressions=None,
):
sql = self.sql_create_index if not concurrently else self.sql_create_index_concurrently
return super()._create_index_sql(
model, fields=fields, name=name, suffix=suffix, using=using,
db_tablespace=db_tablespace, col_suffixes=col_suffixes, sql=sql,
opclasses=opclasses, condition=condition, include=include,
expressions=expressions,
)

View File

@ -38,6 +38,7 @@ class DatabaseFeatures(BaseDatabaseFeatures):
supports_pragma_foreign_key_check = Database.sqlite_version_info >= (3, 20, 0)
can_defer_constraint_checks = supports_pragma_foreign_key_check
supports_functions_in_partial_indexes = Database.sqlite_version_info >= (3, 15, 0)
supports_expression_indexes = True
supports_over_clause = Database.sqlite_version_info >= (3, 25, 0)
supports_frame_range_fixed_distance = Database.sqlite_version_info >= (3, 28, 0)
supports_aggregate_filter_clause = Database.sqlite_version_info >= (3, 30, 1)

View File

@ -416,8 +416,8 @@ class DatabaseIntrospection(BaseDatabaseIntrospection):
if constraints[index]['index'] and not constraints[index]['unique']:
# SQLite doesn't support any index type other than b-tree
constraints[index]['type'] = Index.suffix
order_info = sql.split('(')[-1].split(')')[0].split(',')
orders = ['DESC' if info.endswith('DESC') else 'ASC' for info in order_info]
orders = self._get_index_columns_orders(sql)
if orders is not None:
constraints[index]['orders'] = orders
# Get the PK
pk_column = self.get_primary_key_column(cursor, table_name)
@ -437,6 +437,14 @@ class DatabaseIntrospection(BaseDatabaseIntrospection):
constraints.update(self._get_foreign_key_constraints(cursor, table_name))
return constraints
def _get_index_columns_orders(self, sql):
tokens = sqlparse.parse(sql)[0]
for token in tokens:
if isinstance(token, sqlparse.sql.Parenthesis):
columns = str(token).strip('()').split(', ')
return ['DESC' if info.endswith('DESC') else 'ASC' for info in columns]
return None
def _get_column_collations(self, cursor, table_name):
row = cursor.execute("""
SELECT sql

View File

@ -777,6 +777,12 @@ class AddIndex(IndexOperation):
)
def describe(self):
if self.index.expressions:
return 'Create index %s on %s on model %s' % (
self.index.name,
', '.join([str(expression) for expression in self.index.expressions]),
self.model_name,
)
return 'Create index %s on field(s) %s of model %s' % (
self.index.name,
', '.join(self.index.fields),

View File

@ -1681,6 +1681,22 @@ class Model(metaclass=ModelBase):
id='models.W040',
)
)
if not (
connection.features.supports_expression_indexes or
'supports_expression_indexes' in cls._meta.required_db_features
) and any(index.contains_expressions for index in cls._meta.indexes):
errors.append(
checks.Warning(
'%s does not support indexes on expressions.'
% connection.display_name,
hint=(
"An index won't be created. Silence this warning "
"if you don't care about it."
),
obj=cls,
id='models.W043',
)
)
fields = [field for index in cls._meta.indexes for field, _ in index.fields_orders]
fields += [include for index in cls._meta.indexes for include in index.include]
errors.extend(cls._check_local_fields(fields, 'indexes'))

View File

@ -375,7 +375,10 @@ class BaseExpression:
yield self
for expr in self.get_source_expressions():
if expr:
if hasattr(expr, 'flatten'):
yield from expr.flatten()
else:
yield expr
def select_format(self, compiler, sql, params):
"""
@ -897,6 +900,10 @@ class ExpressionList(Func):
def __str__(self):
return self.arg_joiner.join(str(arg) for arg in self.source_expressions)
def as_sqlite(self, compiler, connection, **extra_context):
# Casting to numeric is unnecessary.
return self.as_sql(compiler, connection, **extra_context)
class ExpressionWrapper(Expression):
"""

View File

@ -1,6 +1,9 @@
from django.db.backends.utils import names_digest, split_identifier
from django.db.models.expressions import Col, ExpressionList, F, Func, OrderBy
from django.db.models.functions import Collate
from django.db.models.query_utils import Q
from django.db.models.sql import Query
from django.utils.functional import partition
__all__ = ['Index']
@ -13,7 +16,7 @@ class Index:
def __init__(
self,
*,
*expressions,
fields=(),
name=None,
db_tablespace=None,
@ -31,11 +34,25 @@ class Index:
raise ValueError('Index.fields must be a list or tuple.')
if not isinstance(opclasses, (list, tuple)):
raise ValueError('Index.opclasses must be a list or tuple.')
if not expressions and not fields:
raise ValueError(
'At least one field or expression is required to define an '
'index.'
)
if expressions and fields:
raise ValueError(
'Index.fields and expressions are mutually exclusive.',
)
if expressions and not name:
raise ValueError('An index must be named to use expressions.')
if expressions and opclasses:
raise ValueError(
'Index.opclasses cannot be used with expressions. Use '
'django.contrib.postgres.indexes.OpClass() instead.'
)
if opclasses and len(fields) != len(opclasses):
raise ValueError('Index.fields and Index.opclasses must have the same number of elements.')
if not fields:
raise ValueError('At least one field is required to define an index.')
if not all(isinstance(field, str) for field in fields):
if fields and not all(isinstance(field, str) for field in fields):
raise ValueError('Index.fields must contain only strings with field names.')
if include and not name:
raise ValueError('A covering index must be named.')
@ -52,6 +69,14 @@ class Index:
self.opclasses = opclasses
self.condition = condition
self.include = tuple(include) if include else ()
self.expressions = tuple(
F(expression) if isinstance(expression, str) else expression
for expression in expressions
)
@property
def contains_expressions(self):
return bool(self.expressions)
def _get_condition_sql(self, model, schema_editor):
if self.condition is None:
@ -63,15 +88,31 @@ class Index:
return sql % tuple(schema_editor.quote_value(p) for p in params)
def create_sql(self, model, schema_editor, using='', **kwargs):
fields = [model._meta.get_field(field_name) for field_name, _ in self.fields_orders]
include = [model._meta.get_field(field_name).column for field_name in self.include]
col_suffixes = [order[1] for order in self.fields_orders]
condition = self._get_condition_sql(model, schema_editor)
if self.expressions:
index_expressions = []
for expression in self.expressions:
index_expression = IndexExpression(expression)
index_expression.set_wrapper_classes(schema_editor.connection)
index_expressions.append(index_expression)
expressions = ExpressionList(*index_expressions).resolve_expression(
Query(model, alias_cols=False),
)
fields = None
col_suffixes = None
else:
fields = [
model._meta.get_field(field_name)
for field_name, _ in self.fields_orders
]
col_suffixes = [order[1] for order in self.fields_orders]
expressions = None
return schema_editor._create_index_sql(
model, fields=fields, name=self.name, using=using,
db_tablespace=self.db_tablespace, col_suffixes=col_suffixes,
opclasses=self.opclasses, condition=condition, include=include,
**kwargs,
expressions=expressions, **kwargs,
)
def remove_sql(self, model, schema_editor, **kwargs):
@ -80,7 +121,9 @@ class Index:
def deconstruct(self):
path = '%s.%s' % (self.__class__.__module__, self.__class__.__name__)
path = path.replace('django.db.models.indexes', 'django.db.models')
kwargs = {'fields': self.fields, 'name': self.name}
kwargs = {'name': self.name}
if self.fields:
kwargs['fields'] = self.fields
if self.db_tablespace is not None:
kwargs['db_tablespace'] = self.db_tablespace
if self.opclasses:
@ -89,12 +132,12 @@ class Index:
kwargs['condition'] = self.condition
if self.include:
kwargs['include'] = self.include
return (path, (), kwargs)
return (path, self.expressions, kwargs)
def clone(self):
"""Create a copy of this Index."""
_, _, kwargs = self.deconstruct()
return self.__class__(**kwargs)
_, args, kwargs = self.deconstruct()
return self.__class__(*args, **kwargs)
def set_name_with_model(self, model):
"""
@ -126,8 +169,12 @@ class Index:
self.name = 'D%s' % self.name[1:]
def __repr__(self):
return "<%s: fields='%s'%s%s%s>" % (
self.__class__.__name__, ', '.join(self.fields),
return '<%s:%s%s%s%s%s>' % (
self.__class__.__name__,
'' if not self.fields else " fields='%s'" % ', '.join(self.fields),
'' if not self.expressions else " expressions='%s'" % ', '.join([
str(expression) for expression in self.expressions
]),
'' if self.condition is None else ' condition=%s' % self.condition,
'' if not self.include else " include='%s'" % ', '.join(self.include),
'' if not self.opclasses else " opclasses='%s'" % ', '.join(self.opclasses),
@ -137,3 +184,84 @@ class Index:
if self.__class__ == other.__class__:
return self.deconstruct() == other.deconstruct()
return NotImplemented
class IndexExpression(Func):
"""Order and wrap expressions for CREATE INDEX statements."""
template = '%(expressions)s'
wrapper_classes = (OrderBy, Collate)
def set_wrapper_classes(self, connection=None):
# Some databases (e.g. MySQL) treats COLLATE as an indexed expression.
if connection and connection.features.collate_as_index_expression:
self.wrapper_classes = tuple([
wrapper_cls
for wrapper_cls in self.wrapper_classes
if wrapper_cls is not Collate
])
@classmethod
def register_wrappers(cls, *wrapper_classes):
cls.wrapper_classes = wrapper_classes
def resolve_expression(
self,
query=None,
allow_joins=True,
reuse=None,
summarize=False,
for_save=False,
):
expressions = list(self.flatten())
# Split expressions and wrappers.
index_expressions, wrappers = partition(
lambda e: isinstance(e, self.wrapper_classes),
expressions,
)
wrapper_types = [type(wrapper) for wrapper in wrappers]
if len(wrapper_types) != len(set(wrapper_types)):
raise ValueError(
"Multiple references to %s can't be used in an indexed "
"expression." % ', '.join([
wrapper_cls.__qualname__ for wrapper_cls in self.wrapper_classes
])
)
if expressions[1:len(wrappers) + 1] != wrappers:
raise ValueError(
'%s must be topmost expressions in an indexed expression.'
% ', '.join([
wrapper_cls.__qualname__ for wrapper_cls in self.wrapper_classes
])
)
# Wrap expressions in parentheses if they are not column references.
root_expression = index_expressions[1]
resolve_root_expression = root_expression.resolve_expression(
query,
allow_joins,
reuse,
summarize,
for_save,
)
if not isinstance(resolve_root_expression, Col):
root_expression = Func(root_expression, template='(%(expressions)s)')
if wrappers:
# Order wrappers and set their expressions.
wrappers = sorted(
wrappers,
key=lambda w: self.wrapper_classes.index(type(w)),
)
wrappers = [wrapper.copy() for wrapper in wrappers]
for i, wrapper in enumerate(wrappers[:-1]):
wrapper.set_source_expressions([wrappers[i + 1]])
# Set the root expression on the deepest wrapper.
wrappers[-1].set_source_expressions([root_expression])
self.set_source_expressions([wrappers[0]])
else:
# Use the root expression, if there are no wrappers.
self.set_source_expressions([root_expression])
return super().resolve_expression(query, allow_joins, reuse, summarize, for_save)
def as_sqlite(self, compiler, connection, **extra_context):
# Casting to numeric is unnecessary.
return self.as_sql(compiler, connection, **extra_context)

View File

@ -381,6 +381,7 @@ Models
* **models.E041**: ``constraints`` refers to the joined field ``<field name>``.
* **models.W042**: Auto-created primary key used when not defining a primary
key type, by default ``django.db.models.AutoField``.
* **models.W043**: ``<database>`` does not support indexes on expressions.
Security
--------

View File

@ -10,7 +10,7 @@ available from the ``django.contrib.postgres.indexes`` module.
``BloomIndex``
==============
.. class:: BloomIndex(length=None, columns=(), **options)
.. class:: BloomIndex(*expressions, length=None, columns=(), **options)
.. versionadded:: 3.1
@ -30,10 +30,15 @@ available from the ``django.contrib.postgres.indexes`` module.
.. _bloom: https://www.postgresql.org/docs/current/bloom.html
.. versionchanged:: 3.2
Positional argument ``*expressions`` was added in order to support
functional indexes.
``BrinIndex``
=============
.. class:: BrinIndex(autosummarize=None, pages_per_range=None, **options)
.. class:: BrinIndex(*expressions, autosummarize=None, pages_per_range=None, **options)
Creates a `BRIN index
<https://www.postgresql.org/docs/current/brin-intro.html>`_.
@ -43,24 +48,34 @@ available from the ``django.contrib.postgres.indexes`` module.
The ``pages_per_range`` argument takes a positive integer.
.. versionchanged:: 3.2
Positional argument ``*expressions`` was added in order to support
functional indexes.
.. _automatic summarization: https://www.postgresql.org/docs/current/brin-intro.html#BRIN-OPERATION
``BTreeIndex``
==============
.. class:: BTreeIndex(fillfactor=None, **options)
.. class:: BTreeIndex(*expressions, fillfactor=None, **options)
Creates a B-Tree index.
Provide an integer value from 10 to 100 to the fillfactor_ parameter to
tune how packed the index pages will be. PostgreSQL's default is 90.
.. versionchanged:: 3.2
Positional argument ``*expressions`` was added in order to support
functional indexes.
.. _fillfactor: https://www.postgresql.org/docs/current/sql-createindex.html#SQL-CREATEINDEX-STORAGE-PARAMETERS
``GinIndex``
============
.. class:: GinIndex(fastupdate=None, gin_pending_list_limit=None, **options)
.. class:: GinIndex(*expressions, fastupdate=None, gin_pending_list_limit=None, **options)
Creates a `gin index <https://www.postgresql.org/docs/current/gin.html>`_.
@ -79,13 +94,18 @@ available from the ``django.contrib.postgres.indexes`` module.
to tune the maximum size of the GIN pending list which is used when
``fastupdate`` is enabled.
.. versionchanged:: 3.2
Positional argument ``*expressions`` was added in order to support
functional indexes.
.. _GIN Fast Update Technique: https://www.postgresql.org/docs/current/gin-implementation.html#GIN-FAST-UPDATE
.. _gin_pending_list_limit: https://www.postgresql.org/docs/current/runtime-config-client.html#GUC-GIN-PENDING-LIST-LIMIT
``GistIndex``
=============
.. class:: GistIndex(buffering=None, fillfactor=None, **options)
.. class:: GistIndex(*expressions, buffering=None, fillfactor=None, **options)
Creates a `GiST index
<https://www.postgresql.org/docs/current/gist.html>`_. These indexes are
@ -109,13 +129,18 @@ available from the ``django.contrib.postgres.indexes`` module.
Provide an integer value from 10 to 100 to the fillfactor_ parameter to
tune how packed the index pages will be. PostgreSQL's default is 90.
.. versionchanged:: 3.2
Positional argument ``*expressions`` was added in order to support
functional indexes.
.. _buffering build: https://www.postgresql.org/docs/current/gist-implementation.html#GIST-BUFFERING-BUILD
.. _fillfactor: https://www.postgresql.org/docs/current/sql-createindex.html#SQL-CREATEINDEX-STORAGE-PARAMETERS
``HashIndex``
=============
.. class:: HashIndex(fillfactor=None, **options)
.. class:: HashIndex(*expressions, fillfactor=None, **options)
Creates a hash index.
@ -127,12 +152,17 @@ available from the ``django.contrib.postgres.indexes`` module.
Hash indexes have been available in PostgreSQL for a long time, but
they suffer from a number of data integrity issues in older versions.
.. versionchanged:: 3.2
Positional argument ``*expressions`` was added in order to support
functional indexes.
.. _fillfactor: https://www.postgresql.org/docs/current/sql-createindex.html#SQL-CREATEINDEX-STORAGE-PARAMETERS
``SpGistIndex``
===============
.. class:: SpGistIndex(fillfactor=None, **options)
.. class:: SpGistIndex(*expressions, fillfactor=None, **options)
Creates an `SP-GiST index
<https://www.postgresql.org/docs/current/spgist.html>`_.
@ -140,4 +170,30 @@ available from the ``django.contrib.postgres.indexes`` module.
Provide an integer value from 10 to 100 to the fillfactor_ parameter to
tune how packed the index pages will be. PostgreSQL's default is 90.
.. versionchanged:: 3.2
Positional argument ``*expressions`` was added in order to support
functional indexes.
.. _fillfactor: https://www.postgresql.org/docs/current/sql-createindex.html#SQL-CREATEINDEX-STORAGE-PARAMETERS
``OpClass()`` expressions
=========================
.. versionadded:: 3.2
.. class:: OpClass(expression, name)
An ``OpClass()`` expression represents the ``expression`` with a custom
`operator class`_ that can be used to define functional indexes. To use it,
you need to add ``'django.contrib.postgres'`` in your
:setting:`INSTALLED_APPS`. Set the ``name`` parameter to the name of the
`operator class`_.
For example::
Index(OpClass(Lower('username'), name='varchar_pattern_ops'))
creates an index on ``Lower('username')`` using ``varchar_pattern_ops``.
.. _operator class: https://www.postgresql.org/docs/current/indexes-opclass.html

View File

@ -21,10 +21,55 @@ options`_.
``Index`` options
=================
.. class:: Index(fields=(), name=None, db_tablespace=None, opclasses=(), condition=None, include=None)
.. class:: Index(*expressions, fields=(), name=None, db_tablespace=None, opclasses=(), condition=None, include=None)
Creates an index (B-Tree) in the database.
``expressions``
---------------
.. attribute:: Index.expressions
.. versionadded:: 3.2
Positional argument ``*expressions`` allows creating functional indexes on
expressions and database functions.
For example::
Index(Lower('title').desc(), 'pub_date', name='lower_title_date_idx')
creates an index on the lowercased value of the ``title`` field in descending
order and the ``pub_date`` field in the default ascending order.
Another example::
Index(F('height') * F('weight'), Round('weight'), name='calc_idx')
creates an index on the result of multiplying fields ``height`` and ``weight``
and the ``weight`` rounded to the nearest integer.
:attr:`Index.name` is required when using ``*expressions``.
.. admonition:: Restrictions on Oracle
Oracle requires functions referenced in an index to be marked as
``DETERMINISTIC``. Django doesn't validate this but Oracle will error. This
means that functions such as
:class:`Random() <django.db.models.functions.Random>` aren't accepted.
.. admonition:: Restrictions on PostgreSQL
PostgreSQL requires functions and operators referenced in an index to be
marked as ``IMMUTABLE``. Django doesn't validate this but PostgreSQL will
error. This means that functions such as
:class:`Concat() <django.db.models.functions.Concat>` aren't accepted.
.. admonition:: MySQL and MariaDB
Functional indexes are ignored with MySQL < 8.0.13 and MariaDB as neither
supports them.
``fields``
----------
@ -130,8 +175,8 @@ indexes records with more than 400 pages.
.. admonition:: Oracle
Oracle does not support partial indexes. Instead, partial indexes can be
emulated using functional indexes. Use a :doc:`migration
</topics/migrations>` to add the index using :class:`.RunSQL`.
emulated by using functional indexes together with
:class:`~django.db.models.expressions.Case` expressions.
.. admonition:: MySQL and MariaDB

View File

@ -95,6 +95,42 @@ or on a per-model basis::
In anticipation of the changing default, a system check will provide a warning
if you do not have an explicit setting for :setting:`DEFAULT_AUTO_FIELD`.
.. _new_functional_indexes:
Functional indexes
------------------
The new :attr:`*expressions <django.db.models.Index.expressions>` positional
argument of :class:`Index() <django.db.models.Index>` enables creating
functional indexes on expressions and database functions. For example::
from django.db import models
from django.db.models import F, Index, Value
from django.db.models.functions import Lower, Upper
class MyModel(models.Model):
first_name = models.CharField(max_length=255)
last_name = models.CharField(max_length=255)
height = models.IntegerField()
weight = models.IntegerField()
class Meta:
indexes = [
Index(
Lower('first_name'),
Upper('last_name').desc(),
name='first_last_name_idx',
),
Index(
F('height') / (F('weight') + Value(5)),
name='calc_idx',
),
]
Functional indexes are added to models using the
:attr:`Meta.indexes <django.db.models.Options.indexes>` option.
``pymemcache`` support
----------------------
@ -210,6 +246,10 @@ Minor features
* Lookups for :class:`~django.contrib.postgres.fields.ArrayField` now allow
(non-nested) arrays containing expressions as right-hand sides.
* The new :class:`OpClass() <django.contrib.postgres.indexes.OpClass>`
expression allows creating functional indexes on expressions with a custom
operator class. See :ref:`new_functional_indexes` for more details.
:mod:`django.contrib.redirects`
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

View File

@ -1,7 +1,13 @@
from django.db import connection
from django.db.backends.ddl_references import (
Columns, ForeignKeyName, IndexName, Statement, Table,
Columns, Expressions, ForeignKeyName, IndexName, Statement, Table,
)
from django.test import SimpleTestCase
from django.db.models import ExpressionList, F
from django.db.models.functions import Upper
from django.db.models.indexes import IndexExpression
from django.test import SimpleTestCase, TransactionTestCase
from .models import Person
class TableTests(SimpleTestCase):
@ -181,3 +187,66 @@ class StatementTests(SimpleTestCase):
reference = MockReference('reference', {}, {})
statement = Statement("%(reference)s - %(non_reference)s", reference=reference, non_reference='non_reference')
self.assertEqual(str(statement), 'reference - non_reference')
class ExpressionsTests(TransactionTestCase):
available_apps = []
def setUp(self):
compiler = Person.objects.all().query.get_compiler(connection.alias)
self.editor = connection.schema_editor()
self.expressions = Expressions(
table=Person._meta.db_table,
expressions=ExpressionList(
IndexExpression(F('first_name')),
IndexExpression(F('last_name').desc()),
IndexExpression(Upper('last_name')),
).resolve_expression(compiler.query),
compiler=compiler,
quote_value=self.editor.quote_value,
)
def test_references_table(self):
self.assertIs(self.expressions.references_table(Person._meta.db_table), True)
self.assertIs(self.expressions.references_table('other'), False)
def test_references_column(self):
table = Person._meta.db_table
self.assertIs(self.expressions.references_column(table, 'first_name'), True)
self.assertIs(self.expressions.references_column(table, 'last_name'), True)
self.assertIs(self.expressions.references_column(table, 'other'), False)
def test_rename_table_references(self):
table = Person._meta.db_table
self.expressions.rename_table_references(table, 'other')
self.assertIs(self.expressions.references_table(table), False)
self.assertIs(self.expressions.references_table('other'), True)
self.assertIn(
'%s.%s' % (
self.editor.quote_name('other'),
self.editor.quote_name('first_name'),
),
str(self.expressions),
)
def test_rename_column_references(self):
table = Person._meta.db_table
self.expressions.rename_column_references(table, 'first_name', 'other')
self.assertIs(self.expressions.references_column(table, 'other'), True)
self.assertIs(self.expressions.references_column(table, 'first_name'), False)
self.assertIn(
'%s.%s' % (self.editor.quote_name(table), self.editor.quote_name('other')),
str(self.expressions),
)
def test_str(self):
table_name = self.editor.quote_name(Person._meta.db_table)
expected_str = '%s.%s, %s.%s DESC, (UPPER(%s.%s))' % (
table_name,
self.editor.quote_name('first_name'),
table_name,
self.editor.quote_name('last_name'),
table_name,
self.editor.quote_name('last_name'),
)
self.assertEqual(str(self.expressions), expected_str)

View File

@ -3,6 +3,7 @@ from unittest import skipUnless
from django.db import connection
from django.db.models import CASCADE, ForeignKey, Index, Q
from django.db.models.functions import Lower
from django.test import (
TestCase, TransactionTestCase, skipIfDBFeature, skipUnlessDBFeature,
)
@ -452,6 +453,40 @@ class PartialIndexTests(TransactionTestCase):
))
editor.remove_index(index=index, model=Article)
@skipUnlessDBFeature('supports_expression_indexes')
def test_partial_func_index(self):
index_name = 'partial_func_idx'
index = Index(
Lower('headline').desc(),
name=index_name,
condition=Q(pub_date__isnull=False),
)
with connection.schema_editor() as editor:
editor.add_index(index=index, model=Article)
sql = index.create_sql(Article, schema_editor=editor)
table = Article._meta.db_table
self.assertIs(sql.references_column(table, 'headline'), True)
sql = str(sql)
self.assertIn('LOWER(%s)' % editor.quote_name('headline'), sql)
self.assertIn(
'WHERE %s IS NOT NULL' % editor.quote_name('pub_date'),
sql,
)
self.assertGreater(sql.find('WHERE'), sql.find('LOWER'))
with connection.cursor() as cursor:
constraints = connection.introspection.get_constraints(
cursor=cursor, table_name=table,
)
self.assertIn(index_name, constraints)
if connection.features.supports_index_column_ordering:
self.assertEqual(constraints[index_name]['orders'], ['DESC'])
with connection.schema_editor() as editor:
editor.remove_index(Article, index)
with connection.cursor() as cursor:
self.assertNotIn(index_name, connection.introspection.get_constraints(
cursor=cursor, table_name=table,
))
@skipUnlessDBFeature('supports_covering_indexes')
class CoveringIndexTests(TransactionTestCase):
@ -520,6 +555,31 @@ class CoveringIndexTests(TransactionTestCase):
cursor=cursor, table_name=Article._meta.db_table,
))
def test_covering_func_index(self):
index_name = 'covering_func_headline_idx'
index = Index(Lower('headline'), name=index_name, include=['pub_date'])
with connection.schema_editor() as editor:
editor.add_index(index=index, model=Article)
sql = index.create_sql(Article, schema_editor=editor)
table = Article._meta.db_table
self.assertIs(sql.references_column(table, 'headline'), True)
sql = str(sql)
self.assertIn('LOWER(%s)' % editor.quote_name('headline'), sql)
self.assertIn('INCLUDE (%s)' % editor.quote_name('pub_date'), sql)
self.assertGreater(sql.find('INCLUDE'), sql.find('LOWER'))
with connection.cursor() as cursor:
constraints = connection.introspection.get_constraints(
cursor=cursor, table_name=table,
)
self.assertIn(index_name, constraints)
self.assertIn('pub_date', constraints[index_name]['columns'])
with connection.schema_editor() as editor:
editor.remove_index(Article, index)
with connection.cursor() as cursor:
self.assertNotIn(index_name, connection.introspection.get_constraints(
cursor=cursor, table_name=table,
))
@skipIfDBFeature('supports_covering_indexes')
class CoveringIndexIgnoredTests(TransactionTestCase):

View File

@ -495,6 +495,36 @@ class IndexesTests(TestCase):
self.assertEqual(Model.check(databases=self.databases), [])
def test_func_index(self):
class Model(models.Model):
name = models.CharField(max_length=10)
class Meta:
indexes = [models.Index(Lower('name'), name='index_lower_name')]
warn = Warning(
'%s does not support indexes on expressions.'
% connection.display_name,
hint=(
"An index won't be created. Silence this warning if you don't "
"care about it."
),
obj=Model,
id='models.W043',
)
expected = [] if connection.features.supports_expression_indexes else [warn]
self.assertEqual(Model.check(databases=self.databases), expected)
def test_func_index_required_db_features(self):
class Model(models.Model):
name = models.CharField(max_length=10)
class Meta:
indexes = [models.Index(Lower('name'), name='index_lower_name')]
required_db_features = {'supports_expression_indexes'}
self.assertEqual(Model.check(databases=self.databases), [])
@isolate_apps('invalid_models_tests')
class FieldNamesTests(TestCase):

View File

@ -73,6 +73,20 @@ class MigrationTestBase(TransactionTestCase):
def assertIndexNotExists(self, table, columns):
return self.assertIndexExists(table, columns, False)
def assertIndexNameExists(self, table, index, using='default'):
with connections[using].cursor() as cursor:
self.assertIn(
index,
connection.introspection.get_constraints(cursor, table),
)
def assertIndexNameNotExists(self, table, index, using='default'):
with connections[using].cursor() as cursor:
self.assertNotIn(
index,
connection.introspection.get_constraints(cursor, table),
)
def assertConstraintExists(self, table, name, value=True, using='default'):
with connections[using].cursor() as cursor:
constraints = connections[using].introspection.get_constraints(cursor, table).items()
@ -194,6 +208,7 @@ class OperationTestBase(MigrationTestBase):
multicol_index=False, related_model=False, mti_model=False,
proxy_model=False, manager_model=False, unique_together=False,
options=False, db_table=None, index_together=False, constraints=None,
indexes=None,
):
"""Creates a test model state and database table."""
# Make the "current" state.
@ -225,6 +240,9 @@ class OperationTestBase(MigrationTestBase):
'Pony',
models.Index(fields=['pink', 'weight'], name='pony_test_idx'),
))
if indexes:
for index in indexes:
operations.append(migrations.AddIndex('Pony', index))
if constraints:
for constraint in constraints:
operations.append(migrations.AddConstraint('Pony', constraint))

View File

@ -5,6 +5,7 @@ from django.db import (
from django.db.migrations.migration import Migration
from django.db.migrations.operations.fields import FieldOperation
from django.db.migrations.state import ModelState, ProjectState
from django.db.models.functions import Abs
from django.db.transaction import atomic
from django.test import SimpleTestCase, override_settings, skipUnlessDBFeature
@ -1939,6 +1940,76 @@ class OperationTests(OperationTestBase):
new_model = new_state.apps.get_model('test_rminsf', 'Pony')
self.assertIsNot(old_model, new_model)
@skipUnlessDBFeature('supports_expression_indexes')
def test_add_func_index(self):
app_label = 'test_addfuncin'
index_name = f'{app_label}_pony_abs_idx'
table_name = f'{app_label}_pony'
project_state = self.set_up_test_model(app_label)
index = models.Index(Abs('weight'), name=index_name)
operation = migrations.AddIndex('Pony', index)
self.assertEqual(
operation.describe(),
'Create index test_addfuncin_pony_abs_idx on Abs(F(weight)) on model Pony',
)
self.assertEqual(
operation.migration_name_fragment,
'pony_test_addfuncin_pony_abs_idx',
)
new_state = project_state.clone()
operation.state_forwards(app_label, new_state)
self.assertEqual(len(new_state.models[app_label, 'pony'].options['indexes']), 1)
self.assertIndexNameNotExists(table_name, index_name)
# Add index.
with connection.schema_editor() as editor:
operation.database_forwards(app_label, editor, project_state, new_state)
self.assertIndexNameExists(table_name, index_name)
# Reversal.
with connection.schema_editor() as editor:
operation.database_backwards(app_label, editor, new_state, project_state)
self.assertIndexNameNotExists(table_name, index_name)
# Deconstruction.
definition = operation.deconstruct()
self.assertEqual(definition[0], 'AddIndex')
self.assertEqual(definition[1], [])
self.assertEqual(definition[2], {'model_name': 'Pony', 'index': index})
@skipUnlessDBFeature('supports_expression_indexes')
def test_remove_func_index(self):
app_label = 'test_rmfuncin'
index_name = f'{app_label}_pony_abs_idx'
table_name = f'{app_label}_pony'
project_state = self.set_up_test_model(app_label, indexes=[
models.Index(Abs('weight'), name=index_name),
])
self.assertTableExists(table_name)
self.assertIndexNameExists(table_name, index_name)
operation = migrations.RemoveIndex('Pony', index_name)
self.assertEqual(
operation.describe(),
'Remove index test_rmfuncin_pony_abs_idx from Pony',
)
self.assertEqual(
operation.migration_name_fragment,
'remove_pony_test_rmfuncin_pony_abs_idx',
)
new_state = project_state.clone()
operation.state_forwards(app_label, new_state)
self.assertEqual(len(new_state.models[app_label, 'pony'].options['indexes']), 0)
# Remove index.
with connection.schema_editor() as editor:
operation.database_forwards(app_label, editor, project_state, new_state)
self.assertIndexNameNotExists(table_name, index_name)
# Reversal.
with connection.schema_editor() as editor:
operation.database_backwards(app_label, editor, new_state, project_state)
self.assertIndexNameExists(table_name, index_name)
# Deconstruction.
definition = operation.deconstruct()
self.assertEqual(definition[0], 'RemoveIndex')
self.assertEqual(definition[1], [])
self.assertEqual(definition[2], {'model_name': 'Pony', 'name': index_name})
def test_alter_field_with_index(self):
"""
Test AlterField operation with an index to ensure indexes created via

View File

@ -2,6 +2,7 @@ from unittest import mock
from django.conf import settings
from django.db import connection, models
from django.db.models.functions import Lower, Upper
from django.test import SimpleTestCase, TestCase, skipUnlessDBFeature
from django.test.utils import isolate_apps
@ -27,6 +28,7 @@ class SimpleIndexesTests(SimpleTestCase):
name='opclasses_idx',
opclasses=['varchar_pattern_ops', 'text_pattern_ops'],
)
func_index = models.Index(Lower('title'), name='book_func_idx')
self.assertEqual(repr(index), "<Index: fields='title'>")
self.assertEqual(repr(multi_col_index), "<Index: fields='title, author'>")
self.assertEqual(repr(partial_index), "<Index: fields='title' condition=(AND: ('pages__gt', 400))>")
@ -39,6 +41,7 @@ class SimpleIndexesTests(SimpleTestCase):
"<Index: fields='headline, body' "
"opclasses='varchar_pattern_ops, text_pattern_ops'>",
)
self.assertEqual(repr(func_index), "<Index: expressions='Lower(F(title))'>")
def test_eq(self):
index = models.Index(fields=['title'])
@ -51,6 +54,14 @@ class SimpleIndexesTests(SimpleTestCase):
self.assertEqual(index, mock.ANY)
self.assertNotEqual(index, another_index)
def test_eq_func(self):
index = models.Index(Lower('title'), models.F('author'), name='book_func_idx')
same_index = models.Index(Lower('title'), 'author', name='book_func_idx')
another_index = models.Index(Lower('title'), name='book_func_idx')
self.assertEqual(index, same_index)
self.assertEqual(index, mock.ANY)
self.assertNotEqual(index, another_index)
def test_index_fields_type(self):
with self.assertRaisesMessage(ValueError, 'Index.fields must be a list or tuple.'):
models.Index(fields='title')
@ -63,11 +74,16 @@ class SimpleIndexesTests(SimpleTestCase):
def test_fields_tuple(self):
self.assertEqual(models.Index(fields=('title',)).fields, ['title'])
def test_raises_error_without_field(self):
msg = 'At least one field is required to define an index.'
def test_requires_field_or_expression(self):
msg = 'At least one field or expression is required to define an index.'
with self.assertRaisesMessage(ValueError, msg):
models.Index()
def test_expressions_and_fields_mutually_exclusive(self):
msg = "Index.fields and expressions are mutually exclusive."
with self.assertRaisesMessage(ValueError, msg):
models.Index(Upper('foo'), fields=['field'])
def test_opclasses_requires_index_name(self):
with self.assertRaisesMessage(ValueError, 'An index must be named to use opclasses.'):
models.Index(opclasses=['jsonb_path_ops'])
@ -85,6 +101,23 @@ class SimpleIndexesTests(SimpleTestCase):
with self.assertRaisesMessage(ValueError, 'An index must be named to use condition.'):
models.Index(condition=models.Q(pages__gt=400))
def test_expressions_requires_index_name(self):
msg = 'An index must be named to use expressions.'
with self.assertRaisesMessage(ValueError, msg):
models.Index(Lower('field'))
def test_expressions_with_opclasses(self):
msg = (
'Index.opclasses cannot be used with expressions. Use '
'django.contrib.postgres.indexes.OpClass() instead.'
)
with self.assertRaisesMessage(ValueError, msg):
models.Index(
Lower('field'),
name='test_func_opclass',
opclasses=['jsonb_path_ops'],
)
def test_condition_must_be_q(self):
with self.assertRaisesMessage(ValueError, 'Index.condition must be a Q instance.'):
models.Index(condition='invalid', name='long_book_idx')
@ -181,12 +214,25 @@ class SimpleIndexesTests(SimpleTestCase):
},
)
def test_deconstruct_with_expressions(self):
index = models.Index(Upper('title'), name='book_func_idx')
path, args, kwargs = index.deconstruct()
self.assertEqual(path, 'django.db.models.Index')
self.assertEqual(args, (Upper('title'),))
self.assertEqual(kwargs, {'name': 'book_func_idx'})
def test_clone(self):
index = models.Index(fields=['title'])
new_index = index.clone()
self.assertIsNot(index, new_index)
self.assertEqual(index.fields, new_index.fields)
def test_clone_with_expressions(self):
index = models.Index(Upper('title'), name='book_func_idx')
new_index = index.clone()
self.assertIsNot(index, new_index)
self.assertEqual(index.expressions, new_index.expressions)
def test_name_set(self):
index_names = [index.name for index in Book._meta.indexes]
self.assertCountEqual(
@ -248,3 +294,29 @@ class IndexesTests(TestCase):
# db_tablespace.
index = models.Index(fields=['shortcut'])
self.assertIn('"idx_tbls"', str(index.create_sql(Book, editor)).lower())
@skipUnlessDBFeature('supports_tablespaces')
def test_func_with_tablespace(self):
# Functional index with db_tablespace attribute.
index = models.Index(
Lower('shortcut').desc(),
name='functional_tbls',
db_tablespace='idx_tbls2',
)
with connection.schema_editor() as editor:
sql = str(index.create_sql(Book, editor))
self.assertIn(editor.quote_name('idx_tbls2'), sql)
# Functional index without db_tablespace attribute.
index = models.Index(Lower('shortcut').desc(), name='functional_no_tbls')
with connection.schema_editor() as editor:
sql = str(index.create_sql(Book, editor))
# The DEFAULT_INDEX_TABLESPACE setting can't be tested because it's
# evaluated when the model class is defined. As a consequence,
# @override_settings doesn't work.
if settings.DEFAULT_INDEX_TABLESPACE:
self.assertIn(
editor.quote_name(settings.DEFAULT_INDEX_TABLESPACE),
sql,
)
else:
self.assertNotIn('TABLESPACE', sql)

View File

@ -12,7 +12,7 @@ try:
CITextField, DateRangeField, DateTimeRangeField, DecimalRangeField,
HStoreField, IntegerRangeField,
)
from django.contrib.postgres.search import SearchVectorField
from django.contrib.postgres.search import SearchVector, SearchVectorField
except ImportError:
class DummyArrayField(models.Field):
def __init__(self, base_field, size=None, **kwargs):
@ -36,6 +36,7 @@ except ImportError:
DecimalRangeField = models.Field
HStoreField = models.Field
IntegerRangeField = models.Field
SearchVector = models.Expression
SearchVectorField = models.Field

View File

@ -1,17 +1,18 @@
from unittest import mock
from django.contrib.postgres.indexes import (
BloomIndex, BrinIndex, BTreeIndex, GinIndex, GistIndex, HashIndex,
BloomIndex, BrinIndex, BTreeIndex, GinIndex, GistIndex, HashIndex, OpClass,
SpGistIndex,
)
from django.db import NotSupportedError, connection
from django.db.models import CharField, Q
from django.db.models.functions import Length
from django.db.models import CharField, F, Index, Q
from django.db.models.functions import Cast, Collate, Length, Lower
from django.test import skipUnlessDBFeature
from django.test.utils import register_lookup
from django.test.utils import modify_settings, register_lookup
from . import PostgreSQLSimpleTestCase, PostgreSQLTestCase
from .models import CharFieldModel, IntegerArrayModel, Scene
from .fields import SearchVector, SearchVectorField
from .models import CharFieldModel, IntegerArrayModel, Scene, TextFieldModel
class IndexTestMixin:
@ -28,6 +29,17 @@ class IndexTestMixin:
self.assertEqual(args, ())
self.assertEqual(kwargs, {'fields': ['title'], 'name': 'test_title_%s' % self.index_class.suffix})
def test_deconstruction_with_expressions_no_customization(self):
name = f'test_title_{self.index_class.suffix}'
index = self.index_class(Lower('title'), name=name)
path, args, kwargs = index.deconstruct()
self.assertEqual(
path,
f'django.contrib.postgres.indexes.{self.index_class.__name__}',
)
self.assertEqual(args, (Lower('title'),))
self.assertEqual(kwargs, {'name': name})
class BloomIndexTests(IndexTestMixin, PostgreSQLSimpleTestCase):
index_class = BloomIndex
@ -181,7 +193,14 @@ class SpGistIndexTests(IndexTestMixin, PostgreSQLSimpleTestCase):
self.assertEqual(kwargs, {'fields': ['title'], 'name': 'test_title_spgist', 'fillfactor': 80})
@modify_settings(INSTALLED_APPS={'append': 'django.contrib.postgres'})
class SchemaTests(PostgreSQLTestCase):
get_opclass_query = '''
SELECT opcname, c.relname FROM pg_opclass AS oc
JOIN pg_index as i on oc.oid = ANY(i.indclass)
JOIN pg_class as c on c.oid = i.indexrelid
WHERE c.relname = %s
'''
def get_constraints(self, table):
"""
@ -260,6 +279,37 @@ class SchemaTests(PostgreSQLTestCase):
editor.remove_index(IntegerArrayModel, index)
self.assertNotIn(index_name, self.get_constraints(IntegerArrayModel._meta.db_table))
def test_trigram_op_class_gin_index(self):
index_name = 'trigram_op_class_gin'
index = GinIndex(OpClass(F('scene'), name='gin_trgm_ops'), name=index_name)
with connection.schema_editor() as editor:
editor.add_index(Scene, index)
with editor.connection.cursor() as cursor:
cursor.execute(self.get_opclass_query, [index_name])
self.assertCountEqual(cursor.fetchall(), [('gin_trgm_ops', index_name)])
constraints = self.get_constraints(Scene._meta.db_table)
self.assertIn(index_name, constraints)
self.assertIn(constraints[index_name]['type'], GinIndex.suffix)
with connection.schema_editor() as editor:
editor.remove_index(Scene, index)
self.assertNotIn(index_name, self.get_constraints(Scene._meta.db_table))
def test_cast_search_vector_gin_index(self):
index_name = 'cast_search_vector_gin'
index = GinIndex(Cast('field', SearchVectorField()), name=index_name)
with connection.schema_editor() as editor:
editor.add_index(TextFieldModel, index)
sql = index.create_sql(TextFieldModel, editor)
table = TextFieldModel._meta.db_table
constraints = self.get_constraints(table)
self.assertIn(index_name, constraints)
self.assertIn(constraints[index_name]['type'], GinIndex.suffix)
self.assertIs(sql.references_column(table, 'field'), True)
self.assertIn('::tsvector', str(sql))
with connection.schema_editor() as editor:
editor.remove_index(TextFieldModel, index)
self.assertNotIn(index_name, self.get_constraints(table))
def test_bloom_index(self):
index_name = 'char_field_model_field_bloom'
index = BloomIndex(fields=['field'], name=index_name)
@ -400,6 +450,28 @@ class SchemaTests(PostgreSQLTestCase):
editor.add_index(Scene, index)
self.assertNotIn(index_name, self.get_constraints(Scene._meta.db_table))
def test_tsvector_op_class_gist_index(self):
index_name = 'tsvector_op_class_gist'
index = GistIndex(
OpClass(
SearchVector('scene', 'setting', config='english'),
name='tsvector_ops',
),
name=index_name,
)
with connection.schema_editor() as editor:
editor.add_index(Scene, index)
sql = index.create_sql(Scene, editor)
table = Scene._meta.db_table
constraints = self.get_constraints(table)
self.assertIn(index_name, constraints)
self.assertIn(constraints[index_name]['type'], GistIndex.suffix)
self.assertIs(sql.references_column(table, 'scene'), True)
self.assertIs(sql.references_column(table, 'setting'), True)
with connection.schema_editor() as editor:
editor.remove_index(Scene, index)
self.assertNotIn(index_name, self.get_constraints(table))
def test_hash_index(self):
# Ensure the table is there and doesn't have an index.
self.assertNotIn('field', self.get_constraints(CharFieldModel._meta.db_table))
@ -455,3 +527,83 @@ class SchemaTests(PostgreSQLTestCase):
with connection.schema_editor() as editor:
editor.remove_index(CharFieldModel, index)
self.assertNotIn(index_name, self.get_constraints(CharFieldModel._meta.db_table))
def test_op_class(self):
index_name = 'test_op_class'
index = Index(
OpClass(Lower('field'), name='text_pattern_ops'),
name=index_name,
)
with connection.schema_editor() as editor:
editor.add_index(TextFieldModel, index)
with editor.connection.cursor() as cursor:
cursor.execute(self.get_opclass_query, [index_name])
self.assertCountEqual(cursor.fetchall(), [('text_pattern_ops', index_name)])
def test_op_class_descending_collation(self):
collation = connection.features.test_collations.get('non_default')
if not collation:
self.skipTest(
'This backend does not support case-insensitive collations.'
)
index_name = 'test_op_class_descending_collation'
index = Index(
Collate(
OpClass(Lower('field'), name='text_pattern_ops').desc(nulls_last=True),
collation=collation,
),
name=index_name,
)
with connection.schema_editor() as editor:
editor.add_index(TextFieldModel, index)
self.assertIn(
'COLLATE %s' % editor.quote_name(collation),
str(index.create_sql(TextFieldModel, editor)),
)
with editor.connection.cursor() as cursor:
cursor.execute(self.get_opclass_query, [index_name])
self.assertCountEqual(cursor.fetchall(), [('text_pattern_ops', index_name)])
table = TextFieldModel._meta.db_table
constraints = self.get_constraints(table)
self.assertIn(index_name, constraints)
self.assertEqual(constraints[index_name]['orders'], ['DESC'])
with connection.schema_editor() as editor:
editor.remove_index(TextFieldModel, index)
self.assertNotIn(index_name, self.get_constraints(table))
def test_op_class_descending_partial(self):
index_name = 'test_op_class_descending_partial'
index = Index(
OpClass(Lower('field'), name='text_pattern_ops').desc(),
name=index_name,
condition=Q(field__contains='China'),
)
with connection.schema_editor() as editor:
editor.add_index(TextFieldModel, index)
with editor.connection.cursor() as cursor:
cursor.execute(self.get_opclass_query, [index_name])
self.assertCountEqual(cursor.fetchall(), [('text_pattern_ops', index_name)])
constraints = self.get_constraints(TextFieldModel._meta.db_table)
self.assertIn(index_name, constraints)
self.assertEqual(constraints[index_name]['orders'], ['DESC'])
def test_op_class_descending_partial_tablespace(self):
index_name = 'test_op_class_descending_partial_tablespace'
index = Index(
OpClass(Lower('field').desc(), name='text_pattern_ops'),
name=index_name,
condition=Q(field__contains='China'),
db_tablespace='pg_default',
)
with connection.schema_editor() as editor:
editor.add_index(TextFieldModel, index)
self.assertIn(
'TABLESPACE "pg_default" ',
str(index.create_sql(TextFieldModel, editor))
)
with editor.connection.cursor() as cursor:
cursor.execute(self.get_opclass_query, [index_name])
self.assertCountEqual(cursor.fetchall(), [('text_pattern_ops', index_name)])
constraints = self.get_constraints(TextFieldModel._meta.db_table)
self.assertIn(index_name, constraints)
self.assertEqual(constraints[index_name]['orders'], ['DESC'])

View File

@ -4,6 +4,7 @@ import unittest
from copy import copy
from unittest import mock
from django.core.exceptions import FieldError
from django.core.management.color import no_style
from django.db import (
DatabaseError, DataError, IntegrityError, OperationalError, connection,
@ -11,15 +12,21 @@ from django.db import (
from django.db.models import (
CASCADE, PROTECT, AutoField, BigAutoField, BigIntegerField, BinaryField,
BooleanField, CharField, CheckConstraint, DateField, DateTimeField,
ForeignKey, ForeignObject, Index, IntegerField, ManyToManyField, Model,
OneToOneField, PositiveIntegerField, Q, SlugField, SmallAutoField,
SmallIntegerField, TextField, TimeField, UniqueConstraint, UUIDField,
DecimalField, F, FloatField, ForeignKey, ForeignObject, Index,
IntegerField, JSONField, ManyToManyField, Model, OneToOneField, OrderBy,
PositiveIntegerField, Q, SlugField, SmallAutoField, SmallIntegerField,
TextField, TimeField, UniqueConstraint, UUIDField, Value,
)
from django.db.models.fields.json import KeyTextTransform
from django.db.models.functions import Abs, Cast, Collate, Lower, Random, Upper
from django.db.models.indexes import IndexExpression
from django.db.transaction import TransactionManagementError, atomic
from django.test import (
TransactionTestCase, skipIfDBFeature, skipUnlessDBFeature,
)
from django.test.utils import CaptureQueriesContext, isolate_apps
from django.test.utils import (
CaptureQueriesContext, isolate_apps, register_lookup,
)
from django.utils import timezone
from .fields import (
@ -2481,6 +2488,366 @@ class SchemaTests(TransactionTestCase):
assertion = self.assertIn if connection.features.supports_index_on_text_field else self.assertNotIn
assertion('text_field', self.get_indexes(AuthorTextFieldWithIndex._meta.db_table))
def _index_expressions_wrappers(self):
index_expression = IndexExpression()
index_expression.set_wrapper_classes(connection)
return ', '.join([
wrapper_cls.__qualname__ for wrapper_cls in index_expression.wrapper_classes
])
@skipUnlessDBFeature('supports_expression_indexes')
def test_func_index_multiple_wrapper_references(self):
index = Index(OrderBy(F('name').desc(), descending=True), name='name')
msg = (
"Multiple references to %s can't be used in an indexed expression."
% self._index_expressions_wrappers()
)
with connection.schema_editor() as editor:
with self.assertRaisesMessage(ValueError, msg):
editor.add_index(Author, index)
@skipUnlessDBFeature('supports_expression_indexes')
def test_func_index_invalid_topmost_expressions(self):
index = Index(Upper(F('name').desc()), name='name')
msg = (
'%s must be topmost expressions in an indexed expression.'
% self._index_expressions_wrappers()
)
with connection.schema_editor() as editor:
with self.assertRaisesMessage(ValueError, msg):
editor.add_index(Author, index)
@skipUnlessDBFeature('supports_expression_indexes')
def test_func_index(self):
with connection.schema_editor() as editor:
editor.create_model(Author)
index = Index(Lower('name').desc(), name='func_lower_idx')
# Add index.
with connection.schema_editor() as editor:
editor.add_index(Author, index)
sql = index.create_sql(Author, editor)
table = Author._meta.db_table
if connection.features.supports_index_column_ordering:
self.assertIndexOrder(table, index.name, ['DESC'])
# SQL contains a database function.
self.assertIs(sql.references_column(table, 'name'), True)
self.assertIn('LOWER(%s)' % editor.quote_name('name'), str(sql))
# Remove index.
with connection.schema_editor() as editor:
editor.remove_index(Author, index)
self.assertNotIn(index.name, self.get_constraints(table))
@skipUnlessDBFeature('supports_expression_indexes')
def test_func_index_f(self):
with connection.schema_editor() as editor:
editor.create_model(Tag)
index = Index('slug', F('title').desc(), name='func_f_idx')
# Add index.
with connection.schema_editor() as editor:
editor.add_index(Tag, index)
sql = index.create_sql(Tag, editor)
table = Tag._meta.db_table
self.assertIn(index.name, self.get_constraints(table))
if connection.features.supports_index_column_ordering:
self.assertIndexOrder(Tag._meta.db_table, index.name, ['ASC', 'DESC'])
# SQL contains columns.
self.assertIs(sql.references_column(table, 'slug'), True)
self.assertIs(sql.references_column(table, 'title'), True)
# Remove index.
with connection.schema_editor() as editor:
editor.remove_index(Tag, index)
self.assertNotIn(index.name, self.get_constraints(table))
@skipUnlessDBFeature('supports_expression_indexes')
def test_func_index_lookups(self):
with connection.schema_editor() as editor:
editor.create_model(Author)
with register_lookup(CharField, Lower), register_lookup(IntegerField, Abs):
index = Index(
F('name__lower'),
F('weight__abs'),
name='func_lower_abs_lookup_idx',
)
# Add index.
with connection.schema_editor() as editor:
editor.add_index(Author, index)
sql = index.create_sql(Author, editor)
table = Author._meta.db_table
self.assertIn(index.name, self.get_constraints(table))
# SQL contains columns.
self.assertIs(sql.references_column(table, 'name'), True)
self.assertIs(sql.references_column(table, 'weight'), True)
# Remove index.
with connection.schema_editor() as editor:
editor.remove_index(Author, index)
self.assertNotIn(index.name, self.get_constraints(table))
@skipUnlessDBFeature('supports_expression_indexes')
def test_composite_func_index(self):
with connection.schema_editor() as editor:
editor.create_model(Author)
index = Index(Lower('name'), Upper('name'), name='func_lower_upper_idx')
# Add index.
with connection.schema_editor() as editor:
editor.add_index(Author, index)
sql = index.create_sql(Author, editor)
table = Author._meta.db_table
self.assertIn(index.name, self.get_constraints(table))
# SQL contains database functions.
self.assertIs(sql.references_column(table, 'name'), True)
sql = str(sql)
self.assertIn('LOWER(%s)' % editor.quote_name('name'), sql)
self.assertIn('UPPER(%s)' % editor.quote_name('name'), sql)
self.assertLess(sql.index('LOWER'), sql.index('UPPER'))
# Remove index.
with connection.schema_editor() as editor:
editor.remove_index(Author, index)
self.assertNotIn(index.name, self.get_constraints(table))
@skipUnlessDBFeature('supports_expression_indexes')
def test_composite_func_index_field_and_expression(self):
with connection.schema_editor() as editor:
editor.create_model(Author)
editor.create_model(Book)
index = Index(
F('author').desc(),
Lower('title').asc(),
'pub_date',
name='func_f_lower_field_idx',
)
# Add index.
with connection.schema_editor() as editor:
editor.add_index(Book, index)
sql = index.create_sql(Book, editor)
table = Book._meta.db_table
constraints = self.get_constraints(table)
if connection.features.supports_index_column_ordering:
self.assertIndexOrder(table, index.name, ['DESC', 'ASC', 'ASC'])
self.assertEqual(len(constraints[index.name]['columns']), 3)
self.assertEqual(constraints[index.name]['columns'][2], 'pub_date')
# SQL contains database functions and columns.
self.assertIs(sql.references_column(table, 'author_id'), True)
self.assertIs(sql.references_column(table, 'title'), True)
self.assertIs(sql.references_column(table, 'pub_date'), True)
self.assertIn('LOWER(%s)' % editor.quote_name('title'), str(sql))
# Remove index.
with connection.schema_editor() as editor:
editor.remove_index(Book, index)
self.assertNotIn(index.name, self.get_constraints(table))
@skipUnlessDBFeature('supports_expression_indexes')
@isolate_apps('schema')
def test_func_index_f_decimalfield(self):
class Node(Model):
value = DecimalField(max_digits=5, decimal_places=2)
class Meta:
app_label = 'schema'
with connection.schema_editor() as editor:
editor.create_model(Node)
index = Index(F('value'), name='func_f_decimalfield_idx')
# Add index.
with connection.schema_editor() as editor:
editor.add_index(Node, index)
sql = index.create_sql(Node, editor)
table = Node._meta.db_table
self.assertIn(index.name, self.get_constraints(table))
self.assertIs(sql.references_column(table, 'value'), True)
# SQL doesn't contain casting.
self.assertNotIn('CAST', str(sql))
# Remove index.
with connection.schema_editor() as editor:
editor.remove_index(Node, index)
self.assertNotIn(index.name, self.get_constraints(table))
@skipUnlessDBFeature('supports_expression_indexes')
def test_func_index_cast(self):
with connection.schema_editor() as editor:
editor.create_model(Author)
index = Index(Cast('weight', FloatField()), name='func_cast_idx')
# Add index.
with connection.schema_editor() as editor:
editor.add_index(Author, index)
sql = index.create_sql(Author, editor)
table = Author._meta.db_table
self.assertIn(index.name, self.get_constraints(table))
self.assertIs(sql.references_column(table, 'weight'), True)
# Remove index.
with connection.schema_editor() as editor:
editor.remove_index(Author, index)
self.assertNotIn(index.name, self.get_constraints(table))
@skipUnlessDBFeature('supports_expression_indexes')
def test_func_index_collate(self):
collation = connection.features.test_collations.get('non_default')
if not collation:
self.skipTest(
'This backend does not support case-insensitive collations.'
)
with connection.schema_editor() as editor:
editor.create_model(Author)
editor.create_model(BookWithSlug)
index = Index(
Collate(F('title'), collation=collation).desc(),
Collate('slug', collation=collation),
name='func_collate_idx',
)
# Add index.
with connection.schema_editor() as editor:
editor.add_index(BookWithSlug, index)
sql = index.create_sql(BookWithSlug, editor)
table = Book._meta.db_table
self.assertIn(index.name, self.get_constraints(table))
if connection.features.supports_index_column_ordering:
self.assertIndexOrder(table, index.name, ['DESC', 'ASC'])
# SQL contains columns and a collation.
self.assertIs(sql.references_column(table, 'title'), True)
self.assertIs(sql.references_column(table, 'slug'), True)
self.assertIn('COLLATE %s' % editor.quote_name(collation), str(sql))
# Remove index.
with connection.schema_editor() as editor:
editor.remove_index(Book, index)
self.assertNotIn(index.name, self.get_constraints(table))
@skipUnlessDBFeature('supports_expression_indexes')
@skipIfDBFeature('collate_as_index_expression')
def test_func_index_collate_f_ordered(self):
collation = connection.features.test_collations.get('non_default')
if not collation:
self.skipTest(
'This backend does not support case-insensitive collations.'
)
with connection.schema_editor() as editor:
editor.create_model(Author)
index = Index(
Collate(F('name').desc(), collation=collation),
name='func_collate_f_desc_idx',
)
# Add index.
with connection.schema_editor() as editor:
editor.add_index(Author, index)
sql = index.create_sql(Author, editor)
table = Author._meta.db_table
self.assertIn(index.name, self.get_constraints(table))
if connection.features.supports_index_column_ordering:
self.assertIndexOrder(table, index.name, ['DESC'])
# SQL contains columns and a collation.
self.assertIs(sql.references_column(table, 'name'), True)
self.assertIn('COLLATE %s' % editor.quote_name(collation), str(sql))
# Remove index.
with connection.schema_editor() as editor:
editor.remove_index(Author, index)
self.assertNotIn(index.name, self.get_constraints(table))
@skipUnlessDBFeature('supports_expression_indexes')
def test_func_index_calc(self):
with connection.schema_editor() as editor:
editor.create_model(Author)
index = Index(F('height') / (F('weight') + Value(5)), name='func_calc_idx')
# Add index.
with connection.schema_editor() as editor:
editor.add_index(Author, index)
sql = index.create_sql(Author, editor)
table = Author._meta.db_table
self.assertIn(index.name, self.get_constraints(table))
# SQL contains columns and expressions.
self.assertIs(sql.references_column(table, 'height'), True)
self.assertIs(sql.references_column(table, 'weight'), True)
sql = str(sql)
self.assertIs(
sql.index(editor.quote_name('height')) <
sql.index('/') <
sql.index(editor.quote_name('weight')) <
sql.index('+') <
sql.index('5'),
True,
)
# Remove index.
with connection.schema_editor() as editor:
editor.remove_index(Author, index)
self.assertNotIn(index.name, self.get_constraints(table))
@skipUnlessDBFeature('supports_expression_indexes', 'supports_json_field')
@isolate_apps('schema')
def test_func_index_json_key_transform(self):
class JSONModel(Model):
field = JSONField()
class Meta:
app_label = 'schema'
with connection.schema_editor() as editor:
editor.create_model(JSONModel)
self.isolated_local_models = [JSONModel]
index = Index('field__some_key', name='func_json_key_idx')
with connection.schema_editor() as editor:
editor.add_index(JSONModel, index)
sql = index.create_sql(JSONModel, editor)
table = JSONModel._meta.db_table
self.assertIn(index.name, self.get_constraints(table))
self.assertIs(sql.references_column(table, 'field'), True)
with connection.schema_editor() as editor:
editor.remove_index(JSONModel, index)
self.assertNotIn(index.name, self.get_constraints(table))
@skipUnlessDBFeature('supports_expression_indexes', 'supports_json_field')
@isolate_apps('schema')
def test_func_index_json_key_transform_cast(self):
class JSONModel(Model):
field = JSONField()
class Meta:
app_label = 'schema'
with connection.schema_editor() as editor:
editor.create_model(JSONModel)
self.isolated_local_models = [JSONModel]
index = Index(
Cast(KeyTextTransform('some_key', 'field'), IntegerField()),
name='func_json_key_cast_idx',
)
with connection.schema_editor() as editor:
editor.add_index(JSONModel, index)
sql = index.create_sql(JSONModel, editor)
table = JSONModel._meta.db_table
self.assertIn(index.name, self.get_constraints(table))
self.assertIs(sql.references_column(table, 'field'), True)
with connection.schema_editor() as editor:
editor.remove_index(JSONModel, index)
self.assertNotIn(index.name, self.get_constraints(table))
@skipIfDBFeature('supports_expression_indexes')
def test_func_index_unsupported(self):
# Index is ignored on databases that don't support indexes on
# expressions.
with connection.schema_editor() as editor:
editor.create_model(Author)
index = Index(F('name'), name='random_idx')
with connection.schema_editor() as editor, self.assertNumQueries(0):
self.assertIsNone(editor.add_index(Author, index))
self.assertIsNone(editor.remove_index(Author, index))
@skipUnlessDBFeature('supports_expression_indexes')
def test_func_index_nonexistent_field(self):
index = Index(Lower('nonexistent'), name='func_nonexistent_idx')
msg = (
"Cannot resolve keyword 'nonexistent' into field. Choices are: "
"height, id, name, uuid, weight"
)
with self.assertRaisesMessage(FieldError, msg):
with connection.schema_editor() as editor:
editor.add_index(Author, index)
@skipUnlessDBFeature('supports_expression_indexes')
def test_func_index_nondeterministic(self):
with connection.schema_editor() as editor:
editor.create_model(Author)
index = Index(Random(), name='func_random_idx')
with connection.schema_editor() as editor:
with self.assertRaises(DatabaseError):
editor.add_index(Author, index)
def test_primary_key(self):
"""
Tests altering of the primary key