select_expression -> expression
This commit is contained in:
@@ -156,6 +156,13 @@ UUIDType
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Aggregated attributes
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---------------------
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.. automodule:: sqlalchemy_utils.aggregates
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.. autofunction:: aggregated_attr
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The generates decorator
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@@ -1,3 +1,117 @@
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"""
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SQLAlchemy-Utils provides way of automatically calculating aggregate values of related models and saving them to parent model.
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This solution is inspired by RoR counter cache and especially counter_culture_.
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.. _counter_culter:: https://github.com/magnusvk/counter_culture
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Non-atomic implementation:
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http://stackoverflow.com/questions/13693872/
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We should avoid deadlocks:
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http://mina.naguib.ca/blog/2010/11/22/postgresql-foreign-key-deadlocks.html
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Simple aggregates
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-----------------
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::
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from sqlalchemy_utils import aggregated_attr
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class Thread(Base):
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__tablename__ = 'thread'
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id = sa.Column(sa.Integer, primary_key=True)
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name = sa.Column(sa.Unicode(255))
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@aggregated_attr('comments')
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def comment_count(self):
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return sa.Column(sa.Integer)
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comments = sa.orm.relationship(
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'Comment',
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backref='thread'
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)
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class Comment(Base):
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__tablename__ = 'comment'
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id = sa.Column(sa.Integer, primary_key=True)
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content = sa.Column(sa.UnicodeText)
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thread_id = sa.Column(sa.Integer, sa.ForeignKey(Thread.id))
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thread = sa.orm.relationship(Thread, backref='comments')
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Custom aggregate expressions
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----------------------------
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::
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from sqlalchemy_utils import aggregated_attr
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class Catalog(Base):
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__tablename__ = 'catalog'
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id = sa.Column(sa.Integer, primary_key=True)
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name = sa.Column(sa.Unicode(255))
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@aggregated_attr
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def net_worth(self):
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return sa.Column(sa.Integer)
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@aggregated_attr.expression
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def net_worth(self):
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return sa.func.sum(Product.price)
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products = sa.orm.relationship('Product')
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class Product(Base):
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__tablename__ = 'product'
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id = sa.Column(sa.Integer, primary_key=True)
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name = sa.Column(sa.Unicode(255))
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price = sa.Column(sa.Numeric)
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monthly_license_price = sa.Column(sa.Numeric)
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catalog_id = sa.Column(sa.Integer, sa.ForeignKey(Catalog.id))
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::
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from decimal import Decimal
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catalog = Catalog(
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name=u'My first catalog'
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products=[
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Product(name='Some product', price=Decimal(1000)),
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Product(name='Some other product', price=Decimal(500))
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]
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)
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session.add(catalog)
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session.commit()
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catalog.net_worth # 1500
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"""
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from collections import defaultdict
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import sqlalchemy as sa
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@@ -6,35 +120,47 @@ from sqlalchemy.ext.declarative import declared_attr
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from sqlalchemy.sql.expression import _FunctionGenerator
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class aggregated_attr(declared_attr):
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def __init__(self, fget, *arg, **kw):
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super(aggregated_attr, self).__init__(fget, *arg, **kw)
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class AggregatedAttribute(declared_attr):
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def __init__(
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self,
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fget,
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relationship,
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expr,
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*arg,
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**kw
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):
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super(AggregatedAttribute, self).__init__(fget, *arg, **kw)
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self.__doc__ = fget.__doc__
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self.expr = expr
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self.relationship = relationship
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def select_expression(self, expr):
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self.__aggregate__['select_expression'] = expr
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def expression(self, expr):
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self.expr = expr
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return self
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def __get__(desc, self, cls):
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result = desc.fget(cls)
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cls.__aggregates__ = {
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desc.fget.__name__: desc.__aggregate__
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if not hasattr(cls, '__aggregates__'):
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cls.__aggregates__ = {}
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cls.__aggregates__[desc.fget.__name__] = {
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'expression': desc.expr,
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'relationship': desc.relationship
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}
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return result
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class AggregatedValue(object):
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def __init__(self, class_, attr, relationships, select_expression):
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def __init__(self, class_, attr, relationships, expr):
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self.class_ = class_
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self.attr = attr
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self.relationships = relationships
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if isinstance(select_expression, sa.sql.visitors.Visitable):
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self.select_expression = select_expression
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elif isinstance(select_expression, _FunctionGenerator):
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self.select_expression = select_expression(sa.sql.literal('1'))
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if isinstance(expr, sa.sql.visitors.Visitable):
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self.expr = expr
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elif isinstance(expr, _FunctionGenerator):
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self.expr = expr(sa.sql.text('1'))
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else:
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self.select_expression = select_expression(class_)
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self.expr = expr(class_)
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@property
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def aggregate_query(self):
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@@ -50,7 +176,7 @@ class AggregatedValue(object):
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)
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query = sa.select(
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[self.select_expression],
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[self.expr],
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from_obj=[from_]
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)
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@@ -65,7 +191,7 @@ class AggregatedValue(object):
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)
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class AggregateValueGenerator(object):
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class AggregationManager(object):
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def __init__(self):
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self.reset()
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@@ -73,14 +199,6 @@ class AggregateValueGenerator(object):
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self.generator_registry = defaultdict(list)
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self.pending_queries = defaultdict(list)
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def generator_wrapper(self, func, relationship, select_expression):
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func = aggregated_attr(func)
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func.__aggregate__ = {
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'select_expression': select_expression,
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'relationship': relationship
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}
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return func
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def register_listeners(self):
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sa.event.listen(
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sa.orm.mapper,
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@@ -109,7 +227,7 @@ class AggregateValueGenerator(object):
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class_=class_,
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attr=key,
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relationships=list(reversed(relationships)),
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select_expression=value['select_expression']
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expr=value['expression']
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)
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)
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@@ -118,93 +236,22 @@ class AggregateValueGenerator(object):
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class_ = obj.__class__.__name__
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if class_ in self.generator_registry:
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for aggregate_value in self.generator_registry[class_]:
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session.execute(aggregate_value.update_query)
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query = aggregate_value.update_query
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session.execute(query)
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generator = AggregateValueGenerator()
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generator.register_listeners()
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manager = AggregationManager()
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manager.register_listeners()
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def aggregate(
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def aggregated_attr(
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relationship,
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select_expression=sa.func.count,
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generator=generator
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expression=sa.func.count
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):
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"""
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Non-atomic implementation:
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http://stackoverflow.com/questions/13693872/
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We should avoid deadlocks:
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http://mina.naguib.ca/blog/2010/11/22/postgresql-foreign-key-deadlocks.html
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::
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class Thread(Base):
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__tablename__ = 'thread'
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id = sa.Column(sa.Integer, primary_key=True)
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name = sa.Column(sa.Unicode(255))
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@aggregate(sa.func.count, 'comments')
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def comment_count(self):
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return sa.Column(sa.Integer)
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@aggregate(sa.func.max, 'comments')
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def latest_comment_id(self):
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return sa.Column(sa.Integer)
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latest_comment = sa.orm.relationship('Comment', viewonly=True)
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class Comment(Base):
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__tablename__ = 'comment'
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id = sa.Column(sa.Integer, primary_key=True)
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content = sa.Column(sa.Unicode(255))
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thread_id = sa.Column(sa.Integer, sa.ForeignKey(Thread.id))
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thread = sa.orm.relationship(Thread, backref='comments')
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::
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class Catalog(Base):
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__tablename__ = 'catalog'
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id = sa.Column(sa.Integer, primary_key=True)
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name = sa.Column(sa.Unicode(255))
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@aggregate(
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sa.func.sum(price) +
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sa.func.coalesce(monthly_license_price, 0),
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'products'
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)
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def net_worth(self):
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return sa.Column(sa.Integer)
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products = sa.orm.relationship('Product')
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class Product(Base):
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__tablename__ = 'product'
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id = sa.Column(sa.Integer, primary_key=True)
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name = sa.Column(sa.Unicode(255))
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price = sa.Column(sa.Numeric)
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monthly_license_price = sa.Column(sa.Numeric)
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catalog_id = sa.Column(sa.Integer, sa.ForeignKey(Catalog.id))
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"""
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def wraps(func):
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return generator.generator_wrapper(
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return AggregatedAttribute(
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func,
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relationship,
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select_expression=select_expression
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expression
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)
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return wraps
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@@ -39,7 +39,7 @@ class TestCase(object):
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self.session = Session()
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def teardown_method(self, method):
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aggregates.generator.reset()
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aggregates.manager.reset()
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self.session.close_all()
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self.Base.metadata.drop_all(self.connection)
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self.connection.close()
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@@ -1,51 +0,0 @@
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from decimal import Decimal
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import sqlalchemy as sa
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from sqlalchemy_utils.aggregates import aggregate
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from tests import TestCase
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class TestDeepModelPathsForAggregates(TestCase):
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dns = 'postgres://postgres@localhost/sqlalchemy_utils_test'
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def create_models(self):
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class Catalog(self.Base):
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__tablename__ = 'catalog'
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id = sa.Column(sa.Integer, primary_key=True)
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name = sa.Column(sa.Unicode(255))
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@aggregate('products')
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def net_worth(self):
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return sa.Column(sa.Numeric, default=0)
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@net_worth.select_expression
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def net_worth(self):
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return sa.func.sum(Product.price)
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products = sa.orm.relationship('Product', backref='catalog')
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class Product(self.Base):
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__tablename__ = 'product'
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id = sa.Column(sa.Integer, primary_key=True)
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name = sa.Column(sa.Unicode(255))
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price = sa.Column(sa.Numeric)
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catalog_id = sa.Column(sa.Integer, sa.ForeignKey('catalog.id'))
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self.Catalog = Catalog
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self.Product = Product
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def test_assigns_aggregates(self):
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catalog = self.Catalog(
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name=u'Some catalog'
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)
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self.session.add(catalog)
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self.session.commit()
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product = self.Product(
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name=u'Some product',
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price=Decimal('1000'),
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catalog=catalog
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)
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self.session.add(product)
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self.session.commit()
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self.session.refresh(catalog)
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assert catalog.net_worth == Decimal('1000')
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@@ -1,6 +1,6 @@
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from decimal import Decimal
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import sqlalchemy as sa
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from sqlalchemy_utils.aggregates import aggregate
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from sqlalchemy_utils.aggregates import aggregated_attr
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from tests import TestCase
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@@ -11,7 +11,7 @@ class TestDeepModelPathsForAggregates(TestCase):
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id = sa.Column(sa.Integer, primary_key=True)
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name = sa.Column(sa.Unicode(255))
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@aggregate('categories.products')
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@aggregated_attr('categories.products')
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def product_count(self):
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return sa.Column(sa.Integer, default=0)
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@@ -1,5 +1,5 @@
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import sqlalchemy as sa
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from sqlalchemy_utils.aggregates import aggregate
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from sqlalchemy_utils.aggregates import aggregated_attr
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from tests import TestCase
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@@ -10,7 +10,7 @@ class TestAggregateValueGenerationForSimpleModelPaths(TestCase):
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id = sa.Column(sa.Integer, primary_key=True)
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name = sa.Column(sa.Unicode(255))
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@aggregate('comments')
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@aggregated_attr('comments')
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def comment_count(self):
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return sa.Column(sa.Integer, default=0)
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