# sqlalchemy/ext/baked.py # Copyright (C) 2005-2017 the SQLAlchemy authors and contributors # # # This module is part of SQLAlchemy and is released under # the MIT License: http://www.opensource.org/licenses/mit-license.php """Baked query extension. Provides a creational pattern for the :class:`.query.Query` object which allows the fully constructed object, Core select statement, and string compiled result to be fully cached. """ from ..orm.query import Query from ..orm import strategies, attributes, properties, \ strategy_options, util as orm_util, interfaces from .. import log as sqla_log from ..sql import util as sql_util, func, literal_column from ..orm import exc as orm_exc from .. import exc as sa_exc from .. import util import copy import logging log = logging.getLogger(__name__) class BakedQuery(object): """A builder object for :class:`.query.Query` objects.""" __slots__ = 'steps', '_bakery', '_cache_key', '_spoiled' def __init__(self, bakery, initial_fn, args=()): self._cache_key = () self._update_cache_key(initial_fn, args) self.steps = [initial_fn] self._spoiled = False self._bakery = bakery @classmethod def bakery(cls, size=200): """Construct a new bakery.""" _bakery = util.LRUCache(size) def call(initial_fn, *args): return cls(_bakery, initial_fn, args) return call def _clone(self): b1 = BakedQuery.__new__(BakedQuery) b1._cache_key = self._cache_key b1.steps = list(self.steps) b1._bakery = self._bakery b1._spoiled = self._spoiled return b1 def _update_cache_key(self, fn, args=()): self._cache_key += (fn.__code__,) + args def __iadd__(self, other): if isinstance(other, tuple): self.add_criteria(*other) else: self.add_criteria(other) return self def __add__(self, other): if isinstance(other, tuple): return self.with_criteria(*other) else: return self.with_criteria(other) def add_criteria(self, fn, *args): """Add a criteria function to this :class:`.BakedQuery`. This is equivalent to using the ``+=`` operator to modify a :class:`.BakedQuery` in-place. """ self._update_cache_key(fn, args) self.steps.append(fn) return self def with_criteria(self, fn, *args): """Add a criteria function to a :class:`.BakedQuery` cloned from this one. This is equivalent to using the ``+`` operator to produce a new :class:`.BakedQuery` with modifications. """ return self._clone().add_criteria(fn, *args) def for_session(self, session): """Return a :class:`.Result` object for this :class:`.BakedQuery`. This is equivalent to calling the :class:`.BakedQuery` as a Python callable, e.g. ``result = my_baked_query(session)``. """ return Result(self, session) def __call__(self, session): return self.for_session(session) def spoil(self, full=False): """Cancel any query caching that will occur on this BakedQuery object. The BakedQuery can continue to be used normally, however additional creational functions will not be cached; they will be called on every invocation. This is to support the case where a particular step in constructing a baked query disqualifies the query from being cacheable, such as a variant that relies upon some uncacheable value. :param full: if False, only functions added to this :class:`.BakedQuery` object subsequent to the spoil step will be non-cached; the state of the :class:`.BakedQuery` up until this point will be pulled from the cache. If True, then the entire :class:`.Query` object is built from scratch each time, with all creational functions being called on each invocation. """ if not full: _spoil_point = self._clone() _spoil_point._cache_key += ('_query_only', ) self.steps = [_spoil_point._retrieve_baked_query] self._spoiled = True return self def _retrieve_baked_query(self, session): query = self._bakery.get(self._cache_key, None) if query is None: query = self._as_query(session) self._bakery[self._cache_key] = query.with_session(None) return query.with_session(session) def _bake(self, session): query = self._as_query(session) context = query._compile_context() self._bake_subquery_loaders(session, context) context.session = None context.query = query = context.query.with_session(None) query._execution_options = query._execution_options.union( {"compiled_cache": self._bakery} ) # we'll be holding onto the query for some of its state, # so delete some compilation-use-only attributes that can take up # space for attr in ( '_correlate', '_from_obj', '_mapper_adapter_map', '_joinpath', '_joinpoint'): query.__dict__.pop(attr, None) self._bakery[self._cache_key] = context return context def _as_query(self, session): query = self.steps[0](session) for step in self.steps[1:]: query = step(query) return query def _bake_subquery_loaders(self, session, context): """convert subquery eager loaders in the cache into baked queries. For subquery eager loading to work, all we need here is that the Query point to the correct session when it is run. However, since we are "baking" anyway, we may as well also turn the query into a "baked" query so that we save on performance too. """ context.attributes['baked_queries'] = baked_queries = [] for k, v in list(context.attributes.items()): if isinstance(v, Query): if 'subquery' in k: bk = BakedQuery(self._bakery, lambda *args: v) bk._cache_key = self._cache_key + k bk._bake(session) baked_queries.append((k, bk._cache_key, v)) del context.attributes[k] def _unbake_subquery_loaders(self, session, context, params): """Retrieve subquery eager loaders stored by _bake_subquery_loaders and turn them back into Result objects that will iterate just like a Query object. """ for k, cache_key, query in context.attributes["baked_queries"]: bk = BakedQuery(self._bakery, lambda sess, q=query: q.with_session(sess)) bk._cache_key = cache_key context.attributes[k] = bk.for_session(session).params(**params) class Result(object): """Invokes a :class:`.BakedQuery` against a :class:`.Session`. The :class:`.Result` object is where the actual :class:`.query.Query` object gets created, or retrieved from the cache, against a target :class:`.Session`, and is then invoked for results. """ __slots__ = 'bq', 'session', '_params' def __init__(self, bq, session): self.bq = bq self.session = session self._params = {} def params(self, *args, **kw): """Specify parameters to be replaced into the string SQL statement.""" if len(args) == 1: kw.update(args[0]) elif len(args) > 0: raise sa_exc.ArgumentError( "params() takes zero or one positional argument, " "which is a dictionary.") self._params.update(kw) return self def _as_query(self): return self.bq._as_query(self.session).params(self._params) def __str__(self): return str(self._as_query()) def __iter__(self): bq = self.bq if bq._spoiled: return iter(self._as_query()) baked_context = bq._bakery.get(bq._cache_key, None) if baked_context is None: baked_context = bq._bake(self.session) context = copy.copy(baked_context) context.session = self.session context.attributes = context.attributes.copy() bq._unbake_subquery_loaders(self.session, context, self._params) context.statement.use_labels = True if context.autoflush and not context.populate_existing: self.session._autoflush() return context.query.params(self._params).\ with_session(self.session)._execute_and_instances(context) def count(self): """return the 'count'. Equivalent to :meth:`.Query.count`. Note this uses a subquery to ensure an accurate count regardless of the structure of the original statement. .. versionadded:: 1.1.6 """ col = func.count(literal_column('*')) bq = self.bq.with_criteria(lambda q: q.from_self(col)) return bq.for_session(self.session).params(self._params).scalar() def scalar(self): """Return the first element of the first result or None if no rows present. If multiple rows are returned, raises MultipleResultsFound. Equivalent to :meth:`.Query.scalar`. .. versionadded:: 1.1.6 """ try: ret = self.one() if not isinstance(ret, tuple): return ret return ret[0] except orm_exc.NoResultFound: return None def first(self): """Return the first row. Equivalent to :meth:`.Query.first`. """ bq = self.bq.with_criteria(lambda q: q.slice(0, 1)) ret = list(bq.for_session(self.session).params(self._params)) if len(ret) > 0: return ret[0] else: return None def one(self): """Return exactly one result or raise an exception. Equivalent to :meth:`.Query.one`. """ try: ret = self.one_or_none() except orm_exc.MultipleResultsFound: raise orm_exc.MultipleResultsFound( "Multiple rows were found for one()") else: if ret is None: raise orm_exc.NoResultFound("No row was found for one()") return ret def one_or_none(self): """Return one or zero results, or raise an exception for multiple rows. Equivalent to :meth:`.Query.one_or_none`. .. versionadded:: 1.0.9 """ ret = list(self) l = len(ret) if l == 1: return ret[0] elif l == 0: return None else: raise orm_exc.MultipleResultsFound( "Multiple rows were found for one_or_none()") def all(self): """Return all rows. Equivalent to :meth:`.Query.all`. """ return list(self) def get(self, ident): """Retrieve an object based on identity. Equivalent to :meth:`.Query.get`. """ query = self.bq.steps[0](self.session) return query._get_impl(ident, self._load_on_ident) def _load_on_ident(self, query, key): """Load the given identity key from the database.""" ident = key[1] mapper = query._mapper_zero() _get_clause, _get_params = mapper._get_clause def setup(query): _lcl_get_clause = _get_clause q = query._clone() q._get_condition() q._order_by = None # None present in ident - turn those comparisons # into "IS NULL" if None in ident: nones = set([ _get_params[col].key for col, value in zip(mapper.primary_key, ident) if value is None ]) _lcl_get_clause = sql_util.adapt_criterion_to_null( _lcl_get_clause, nones) _lcl_get_clause = q._adapt_clause(_lcl_get_clause, True, False) q._criterion = _lcl_get_clause return q # cache the query against a key that includes # which positions in the primary key are NULL # (remember, we can map to an OUTER JOIN) bq = self.bq # add the clause we got from mapper._get_clause to the cache # key so that if a race causes multiple calls to _get_clause, # we've cached on ours bq = bq._clone() bq._cache_key += (_get_clause, ) bq = bq.with_criteria(setup, tuple(elem is None for elem in ident)) params = dict([ (_get_params[primary_key].key, id_val) for id_val, primary_key in zip(ident, mapper.primary_key) ]) result = list(bq.for_session(self.session).params(**params)) l = len(result) if l > 1: raise orm_exc.MultipleResultsFound() elif l: return result[0] else: return None def bake_lazy_loaders(): """Enable the use of baked queries for all lazyloaders systemwide. This operation should be safe for all lazy loaders, and will reduce Python overhead for these operations. """ BakedLazyLoader._strategy_keys[:] = [] properties.RelationshipProperty.strategy_for( lazy="select")(BakedLazyLoader) properties.RelationshipProperty.strategy_for( lazy=True)(BakedLazyLoader) properties.RelationshipProperty.strategy_for( lazy="baked_select")(BakedLazyLoader) strategies.LazyLoader._strategy_keys[:] = BakedLazyLoader._strategy_keys[:] def unbake_lazy_loaders(): """Disable the use of baked queries for all lazyloaders systemwide. This operation reverts the changes produced by :func:`.bake_lazy_loaders`. """ strategies.LazyLoader._strategy_keys[:] = [] BakedLazyLoader._strategy_keys[:] = [] properties.RelationshipProperty.strategy_for( lazy="select")(strategies.LazyLoader) properties.RelationshipProperty.strategy_for( lazy=True)(strategies.LazyLoader) properties.RelationshipProperty.strategy_for( lazy="baked_select")(BakedLazyLoader) assert strategies.LazyLoader._strategy_keys @sqla_log.class_logger @properties.RelationshipProperty.strategy_for(lazy="baked_select") class BakedLazyLoader(strategies.LazyLoader): def _emit_lazyload(self, session, state, ident_key, passive): q = BakedQuery( self.mapper._compiled_cache, lambda session: session.query(self.mapper)) q.add_criteria( lambda q: q._adapt_all_clauses()._with_invoke_all_eagers(False), self.parent_property) if not self.parent_property.bake_queries: q.spoil(full=True) if self.parent_property.secondary is not None: q.add_criteria( lambda q: q.select_from(self.mapper, self.parent_property.secondary)) pending = not state.key # don't autoflush on pending if pending or passive & attributes.NO_AUTOFLUSH: q.add_criteria(lambda q: q.autoflush(False)) if state.load_options: q.spoil() args = state.load_path[self.parent_property] q.add_criteria( lambda q: q._with_current_path(args), args) q.add_criteria( lambda q: q._conditional_options(*state.load_options)) if self.use_get: return q(session)._load_on_ident( session.query(self.mapper), ident_key) if self.parent_property.order_by: q.add_criteria( lambda q: q.order_by(*util.to_list(self.parent_property.order_by))) for rev in self.parent_property._reverse_property: # reverse props that are MANYTOONE are loading *this* # object from get(), so don't need to eager out to those. if rev.direction is interfaces.MANYTOONE and \ rev._use_get and \ not isinstance(rev.strategy, strategies.LazyLoader): q.add_criteria( lambda q: q.options( strategy_options.Load.for_existing_path( q._current_path[rev.parent] ).baked_lazyload(rev.key) ) ) lazy_clause, params = self._generate_lazy_clause(state, passive) if pending: if orm_util._none_set.intersection(params.values()): return None q.add_criteria(lambda q: q.filter(lazy_clause)) result = q(session).params(**params).all() if self.uselist: return result else: l = len(result) if l: if l > 1: util.warn( "Multiple rows returned with " "uselist=False for lazily-loaded attribute '%s' " % self.parent_property) return result[0] else: return None @strategy_options.loader_option() def baked_lazyload(loadopt, attr): """Indicate that the given attribute should be loaded using "lazy" loading with a "baked" query used in the load. """ return loadopt.set_relationship_strategy(attr, {"lazy": "baked_select"}) @baked_lazyload._add_unbound_fn def baked_lazyload(*keys): return strategy_options._UnboundLoad._from_keys( strategy_options._UnboundLoad.baked_lazyload, keys, False, {}) @baked_lazyload._add_unbound_all_fn def baked_lazyload_all(*keys): return strategy_options._UnboundLoad._from_keys( strategy_options._UnboundLoad.baked_lazyload, keys, True, {}) baked_lazyload = baked_lazyload._unbound_fn baked_lazyload_all = baked_lazyload_all._unbound_all_fn bakery = BakedQuery.bakery