from collections import defaultdict
from itertools import groupby
import sqlalchemy as sa
from sqlalchemy.exc import NoInspectionAvailable
from sqlalchemy.orm import object_session
from sqlalchemy.schema import ForeignKeyConstraint, MetaData, Table
from ..query_chain import QueryChain
from .database import has_index
from .orm import _get_class_registry, get_column_key, get_mapper, get_tables
def get_foreign_key_values(fk, obj):
mapper = get_mapper(obj)
return {
fk.constraint.columns.values()[index]:
getattr(obj, element.column.key)
if hasattr(obj, element.column.key)
else getattr(
obj, mapper.get_property_by_column(element.column).key
)
for index, element in enumerate(fk.constraint.elements)
}
[docs]def group_foreign_keys(foreign_keys):
"""
Return a groupby iterator that groups given foreign keys by table.
:param foreign_keys: a sequence of foreign keys
::
foreign_keys = get_referencing_foreign_keys(User)
for table, fks in group_foreign_keys(foreign_keys):
# do something
pass
.. seealso:: :func:`get_referencing_foreign_keys`
.. versionadded: 0.26.1
"""
foreign_keys = sorted(
foreign_keys, key=lambda key: key.constraint.table.name
)
return groupby(foreign_keys, lambda key: key.constraint.table)
[docs]def get_referencing_foreign_keys(mixed):
"""
Returns referencing foreign keys for given Table object or declarative
class.
:param mixed:
SA Table object or SA declarative class
::
get_referencing_foreign_keys(User) # set([ForeignKey('user.id')])
get_referencing_foreign_keys(User.__table__)
This function also understands inheritance. This means it returns
all foreign keys that reference any table in the class inheritance tree.
Let's say you have three classes which use joined table inheritance,
namely TextItem, Article and BlogPost with Article and BlogPost inheriting
TextItem.
::
# This will check all foreign keys that reference either article table
# or textitem table.
get_referencing_foreign_keys(Article)
.. seealso:: :func:`get_tables`
"""
if isinstance(mixed, sa.Table):
tables = [mixed]
else:
tables = get_tables(mixed)
referencing_foreign_keys = set()
for table in mixed.metadata.tables.values():
if table not in tables:
for constraint in table.constraints:
if isinstance(constraint, sa.sql.schema.ForeignKeyConstraint):
for fk in constraint.elements:
if any(fk.references(t) for t in tables):
referencing_foreign_keys.add(fk)
return referencing_foreign_keys
[docs]def merge_references(from_, to, foreign_keys=None):
"""
Merge the references of an entity into another entity.
Consider the following models::
class User(self.Base):
__tablename__ = 'user'
id = sa.Column(sa.Integer, primary_key=True)
name = sa.Column(sa.String(255))
def __repr__(self):
return 'User(name=%r)' % self.name
class BlogPost(self.Base):
__tablename__ = 'blog_post'
id = sa.Column(sa.Integer, primary_key=True)
title = sa.Column(sa.String(255))
author_id = sa.Column(sa.Integer, sa.ForeignKey('user.id'))
author = sa.orm.relationship(User)
Now lets add some data::
john = self.User(name='John')
jack = self.User(name='Jack')
post = self.BlogPost(title='Some title', author=john)
post2 = self.BlogPost(title='Other title', author=jack)
self.session.add_all([
john,
jack,
post,
post2
])
self.session.commit()
If we wanted to merge all John's references to Jack it would be as easy as
::
merge_references(john, jack)
self.session.commit()
post.author # User(name='Jack')
post2.author # User(name='Jack')
:param from_: an entity to merge into another entity
:param to: an entity to merge another entity into
:param foreign_keys: A sequence of foreign keys. By default this is None
indicating all referencing foreign keys should be used.
.. seealso: :func:`dependent_objects`
.. versionadded: 0.26.1
.. versionchanged: 0.40.0
Removed possibility for old-style synchronize_session merging. Only
SQL based merging supported for now.
"""
if from_.__tablename__ != to.__tablename__:
raise TypeError('The tables of given arguments do not match.')
session = object_session(from_)
foreign_keys = get_referencing_foreign_keys(from_)
for fk in foreign_keys:
old_values = get_foreign_key_values(fk, from_)
new_values = get_foreign_key_values(fk, to)
criteria = (
getattr(fk.constraint.table.c, key.key) == value
for key, value in old_values.items()
)
query = (
fk.constraint.table.update()
.where(sa.and_(*criteria))
.values(
{key.key: value for key, value in new_values.items()}
)
)
session.execute(query)
[docs]def dependent_objects(obj, foreign_keys=None):
"""
Return a :class:`~sqlalchemy_utils.query_chain.QueryChain` that iterates
through all dependent objects for given SQLAlchemy object.
Consider a User object is referenced in various articles and also in
various orders. Getting all these dependent objects is as easy as::
from sqlalchemy_utils import dependent_objects
dependent_objects(user)
If you expect an object to have lots of dependent_objects it might be good
to limit the results::
dependent_objects(user).limit(5)
The common use case is checking for all restrict dependent objects before
deleting parent object and inform the user if there are dependent objects
with ondelete='RESTRICT' foreign keys. If this kind of checking is not used
it will lead to nasty IntegrityErrors being raised.
In the following example we delete given user if it doesn't have any
foreign key restricted dependent objects::
from sqlalchemy_utils import get_referencing_foreign_keys
user = session.query(User).get(some_user_id)
deps = list(
dependent_objects(
user,
(
fk for fk in get_referencing_foreign_keys(User)
# On most databases RESTRICT is the default mode hence we
# check for None values also
if fk.ondelete == 'RESTRICT' or fk.ondelete is None
)
).limit(5)
)
if deps:
# Do something to inform the user
pass
else:
session.delete(user)
:param obj: SQLAlchemy declarative model object
:param foreign_keys:
A sequence of foreign keys to use for searching the dependent_objects
for given object. By default this is None, indicating that all foreign
keys referencing the object will be used.
.. note::
This function does not support exotic mappers that use multiple tables
.. seealso:: :func:`get_referencing_foreign_keys`
.. seealso:: :func:`merge_references`
.. versionadded: 0.26.0
"""
if foreign_keys is None:
foreign_keys = get_referencing_foreign_keys(obj)
session = object_session(obj)
chain = QueryChain([])
classes = _get_class_registry(obj.__class__)
for table, keys in group_foreign_keys(foreign_keys):
keys = list(keys)
for class_ in classes.values():
try:
mapper = sa.inspect(class_)
except NoInspectionAvailable:
continue
parent_mapper = mapper.inherits
if (
table in mapper.tables and
not (parent_mapper and table in parent_mapper.tables)
):
query = session.query(class_).filter(
sa.or_(*_get_criteria(keys, class_, obj))
)
chain.queries.append(query)
return chain
def _get_criteria(keys, class_, obj):
criteria = []
visited_constraints = []
for key in keys:
if key.constraint in visited_constraints:
continue
visited_constraints.append(key.constraint)
subcriteria = []
for index, column in enumerate(key.constraint.columns):
foreign_column = (
key.constraint.elements[index].column
)
subcriteria.append(
getattr(class_, get_column_key(class_, column)) ==
getattr(
obj,
sa.inspect(type(obj))
.get_property_by_column(
foreign_column
).key
)
)
criteria.append(sa.and_(*subcriteria))
return criteria
[docs]def non_indexed_foreign_keys(metadata, engine=None):
"""
Finds all non indexed foreign keys from all tables of given MetaData.
Very useful for optimizing postgresql database and finding out which
foreign keys need indexes.
:param metadata: MetaData object to inspect tables from
"""
reflected_metadata = MetaData()
bind = getattr(metadata, 'bind', None)
if bind is None and engine is None:
raise Exception(
'Either pass a metadata object with bind or '
'pass engine as a second parameter'
)
constraints = defaultdict(list)
for table_name in metadata.tables.keys():
table = Table(
table_name,
reflected_metadata,
autoload_with=bind or engine
)
for constraint in table.constraints:
if not isinstance(constraint, ForeignKeyConstraint):
continue
if not has_index(constraint):
constraints[table.name].append(constraint)
return dict(constraints)
def get_fk_constraint_for_columns(table, *columns):
for constraint in table.constraints:
if list(constraint.columns.values()) == list(columns):
return constraint