ORM helpers¶
cast_if¶
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sqlalchemy_utils.functions.
cast_if
(expression, type_)[source]¶ Produce a CAST expression but only if given expression is not of given type already.
Assume we have a model with two fields id (Integer) and name (String).
import sqlalchemy as sa from sqlalchemy_utils import cast_if cast_if(User.id, sa.Integer) # "user".id cast_if(User.name, sa.String) # "user".name cast_if(User.id, sa.String) # CAST("user".id AS TEXT)
This function supports scalar values as well.
cast_if(1, sa.Integer) # 1 cast_if('text', sa.String) # 'text' cast_if(1, sa.String) # CAST(1 AS TEXT)
Parameters: - expression – A SQL expression, such as a ColumnElement expression or a Python string which will be coerced into a bound literal value.
- type – A TypeEngine class or instance indicating the type to which the CAST should apply.
escape_like¶
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sqlalchemy_utils.functions.
escape_like
(string, escape_char='*')[source]¶ Escape the string paremeter used in SQL LIKE expressions.
from sqlalchemy_utils import escape_like query = session.query(User).filter( User.name.ilike(escape_like('John')) )
Parameters: - string – a string to escape
- escape_char – escape character
get_bind¶
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sqlalchemy_utils.functions.
get_bind
(obj)[source]¶ Return the bind for given SQLAlchemy Engine / Connection / declarative model object.
Parameters: obj – SQLAlchemy Engine / Connection / declarative model object from sqlalchemy_utils import get_bind get_bind(session) # Connection object get_bind(user)
get_class_by_table¶
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sqlalchemy_utils.functions.
get_class_by_table
(base, table, data=None)[source]¶ Return declarative class associated with given table. If no class is found this function returns None. If multiple classes were found (polymorphic cases) additional data parameter can be given to hint which class to return.
class User(Base): __tablename__ = 'entity' id = sa.Column(sa.Integer, primary_key=True) name = sa.Column(sa.String) get_class_by_table(Base, User.__table__) # User class
This function also supports models using single table inheritance. Additional data paratemer should be provided in these case.
class Entity(Base): __tablename__ = 'entity' id = sa.Column(sa.Integer, primary_key=True) name = sa.Column(sa.String) type = sa.Column(sa.String) __mapper_args__ = { 'polymorphic_on': type, 'polymorphic_identity': 'entity' } class User(Entity): __mapper_args__ = { 'polymorphic_identity': 'user' } # Entity class get_class_by_table(Base, Entity.__table__, {'type': 'entity'}) # User class get_class_by_table(Base, Entity.__table__, {'type': 'user'})
Parameters: - base – Declarative model base
- table – SQLAlchemy Table object
- data – Data row to determine the class in polymorphic scenarios
Returns: Declarative class or None.
get_column_key¶
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sqlalchemy_utils.functions.
get_column_key
(model, column)[source]¶ Return the key for given column in given model.
Parameters: model – SQLAlchemy declarative model object class User(Base): __tablename__ = 'user' id = sa.Column(sa.Integer, primary_key=True) name = sa.Column('_name', sa.String) get_column_key(User, User.__table__.c._name) # 'name'
get_columns¶
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sqlalchemy_utils.functions.
get_columns
(mixed)[source]¶ Return a collection of all Column objects for given SQLAlchemy object.
The type of the collection depends on the type of the object to return the columns from.
get_columns(User) get_columns(User()) get_columns(User.__table__) get_columns(User.__mapper__) get_columns(sa.orm.aliased(User)) get_columns(sa.orm.alised(User.__table__))
Parameters: mixed – SA Table object, SA Mapper, SA declarative class, SA declarative class instance or an alias of any of these objects
get_declarative_base¶
get_hybrid_properties¶
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sqlalchemy_utils.functions.
get_hybrid_properties
(model)[source]¶ Returns a dictionary of hybrid property keys and hybrid properties for given SQLAlchemy declarative model / mapper.
Consider the following model
from sqlalchemy.ext.hybrid import hybrid_property class Category(Base): __tablename__ = 'category' id = sa.Column(sa.Integer, primary_key=True) name = sa.Column(sa.Unicode(255)) @hybrid_property def lowercase_name(self): return self.name.lower() @lowercase_name.expression def lowercase_name(cls): return sa.func.lower(cls.name)
You can now easily get a list of all hybrid property names
from sqlalchemy_utils import get_hybrid_properties get_hybrid_properties(Category).keys() # ['lowercase_name']
This function also supports aliased classes
get_hybrid_properties( sa.orm.aliased(Category) ).keys() # ['lowercase_name']
Parameters: model – SQLAlchemy declarative model or mapper
get_mapper¶
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sqlalchemy_utils.functions.
get_mapper
(mixed)[source]¶ Return related SQLAlchemy Mapper for given SQLAlchemy object.
Parameters: mixed – SQLAlchemy Table / Alias / Mapper / declarative model object from sqlalchemy_utils import get_mapper get_mapper(User) get_mapper(User()) get_mapper(User.__table__) get_mapper(User.__mapper__) get_mapper(sa.orm.aliased(User)) get_mapper(sa.orm.aliased(User.__table__))
- Raises:
- ValueError: if multiple mappers were found for given argument
get_query_entities¶
get_primary_keys¶
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sqlalchemy_utils.functions.
get_primary_keys
(mixed)[source]¶ Return an OrderedDict of all primary keys for given Table object, declarative class or declarative class instance.
Parameters: mixed – SA Table object, SA declarative class or SA declarative class instance get_primary_keys(User) get_primary_keys(User()) get_primary_keys(User.__table__) get_primary_keys(User.__mapper__) get_primary_keys(sa.orm.aliased(User)) get_primary_keys(sa.orm.aliased(User.__table__))
See also
get_tables¶
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sqlalchemy_utils.functions.
get_tables
(mixed)[source]¶ Return a set of tables associated with given SQLAlchemy object.
Let’s say we have three classes which use joined table inheritance TextItem, Article and BlogPost. Article and BlogPost inherit TextItem.
get_tables(Article) # set([Table('article', ...), Table('text_item')]) get_tables(Article()) get_tables(Article.__mapper__)
If the TextItem entity is using with_polymorphic=’*’ then this function returns all child tables (article and blog_post) as well.
get_tables(TextItem) # set([Table('text_item', ...)], ...])
Parameters: mixed – SQLAlchemy Mapper, Declarative class, Column, InstrumentedAttribute or a SA Alias object wrapping any of these objects.
get_type¶
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sqlalchemy_utils.functions.
get_type
(expr)[source]¶ Return the associated type with given Column, InstrumentedAttribute, ColumnProperty, RelationshipProperty or other similar SQLAlchemy construct.
For constructs wrapping columns this is the column type. For relationships this function returns the relationship mapper class.
Parameters: expr – SQLAlchemy Column, InstrumentedAttribute, ColumnProperty or other similar SA construct. class User(Base): __tablename__ = 'user' id = sa.Column(sa.Integer, primary_key=True) name = sa.Column(sa.String) class Article(Base): __tablename__ = 'article' id = sa.Column(sa.Integer, primary_key=True) author_id = sa.Column(sa.Integer, sa.ForeignKey(User.id)) author = sa.orm.relationship(User) get_type(User.__table__.c.name) # sa.String() get_type(User.name) # sa.String() get_type(User.name.property) # sa.String() get_type(Article.author) # User
has_changes¶
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sqlalchemy_utils.functions.
has_changes
(obj, attrs=None, exclude=None)[source]¶ Simple shortcut function for checking if given attributes of given declarative model object have changed during the session. Without parameters this checks if given object has any modificiations. Additionally exclude parameter can be given to check if given object has any changes in any attributes other than the ones given in exclude.
from sqlalchemy_utils import has_changes user = User() has_changes(user, 'name') # False user.name = 'someone' has_changes(user, 'name') # True has_changes(user) # True
You can check multiple attributes as well.
has_changes(user, ['age']) # True has_changes(user, ['name', 'age']) # True
This function also supports excluding certain attributes.
has_changes(user, exclude=['name']) # False has_changes(user, exclude=['age']) # True
Parameters: - obj – SQLAlchemy declarative model object
- attrs – Names of the attributes
- exclude – Names of the attributes to exclude
identity¶
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sqlalchemy_utils.functions.
identity
(obj_or_class)[source]¶ Return the identity of given sqlalchemy declarative model class or instance as a tuple. This differs from obj._sa_instance_state.identity in a way that it always returns the identity even if object is still in transient state ( new object that is not yet persisted into database). Also for classes it returns the identity attributes.
from sqlalchemy import inspect from sqlalchemy_utils import identity user = User(name='John Matrix') session.add(user) identity(user) # None inspect(user).identity # None session.flush() # User now has id but is still in transient state identity(user) # (1,) inspect(user).identity # None session.commit() identity(user) # (1,) inspect(user).identity # (1, )
You can also use identity for classes:
identity(User) # (User.id, )
Parameters: obj – SQLAlchemy declarative model object
is_loaded¶
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sqlalchemy_utils.functions.
is_loaded
(obj, prop)[source]¶ Return whether or not given property of given object has been loaded.
class Article(Base): __tablename__ = 'article' id = sa.Column(sa.Integer, primary_key=True) name = sa.Column(sa.String) content = sa.orm.deferred(sa.Column(sa.String)) article = session.query(Article).get(5) # name gets loaded since its not a deferred property assert is_loaded(article, 'name') # content has not yet been loaded since its a deferred property assert not is_loaded(article, 'content')
Parameters: - obj – SQLAlchemy declarative model object
- prop – Name of the property or InstrumentedAttribute
make_order_by_deterministic¶
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sqlalchemy_utils.functions.
make_order_by_deterministic
(query)[source]¶ Make query order by deterministic (if it isn’t already). Order by is considered deterministic if it contains column that is unique index ( either it is a primary key or has a unique index). Many times it is design flaw to order by queries in nondeterministic manner.
Consider a User model with three fields: id (primary key), favorite color and email (unique).:
from sqlalchemy_utils import make_order_by_deterministic query = session.query(User).order_by(User.favorite_color) query = make_order_by_deterministic(query) print query # 'SELECT ... ORDER BY "user".favorite_color, "user".id' query = session.query(User).order_by(User.email) query = make_order_by_deterministic(query) print query # 'SELECT ... ORDER BY "user".email' query = session.query(User).order_by(User.id) query = make_order_by_deterministic(query) print query # 'SELECT ... ORDER BY "user".id'
naturally_equivalent¶
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sqlalchemy_utils.functions.
naturally_equivalent
(obj, obj2)[source]¶ Returns whether or not two given SQLAlchemy declarative instances are naturally equivalent (all their non primary key properties are equivalent).
from sqlalchemy_utils import naturally_equivalent user = User(name='someone') user2 = User(name='someone') user == user2 # False naturally_equivalent(user, user2) # True
Parameters: - obj – SQLAlchemy declarative model object
- obj2 – SQLAlchemy declarative model object to compare with obj
quote¶
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sqlalchemy_utils.functions.
quote
(mixed, ident)[source]¶ Conditionally quote an identifier.
from sqlalchemy_utils import quote engine = create_engine('sqlite:///:memory:') quote(engine, 'order') # '"order"' quote(engine, 'some_other_identifier') # 'some_other_identifier'
Parameters: - mixed – SQLAlchemy Session / Connection / Engine / Dialect object.
- ident – identifier to conditionally quote