619 lines
18 KiB
Python
619 lines
18 KiB
Python
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# sql/functions.py
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# Copyright (C) 2005-2015 the SQLAlchemy authors and contributors
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# <see AUTHORS file>
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#
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# This module is part of SQLAlchemy and is released under
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# the MIT License: http://www.opensource.org/licenses/mit-license.php
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"""SQL function API, factories, and built-in functions.
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"""
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from . import sqltypes, schema
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from .base import Executable, ColumnCollection
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from .elements import ClauseList, Cast, Extract, _literal_as_binds, \
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literal_column, _type_from_args, ColumnElement, _clone,\
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Over, BindParameter, FunctionFilter
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from .selectable import FromClause, Select, Alias
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from . import operators
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from .visitors import VisitableType
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from .. import util
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from . import annotation
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_registry = util.defaultdict(dict)
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def register_function(identifier, fn, package="_default"):
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"""Associate a callable with a particular func. name.
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This is normally called by _GenericMeta, but is also
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available by itself so that a non-Function construct
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can be associated with the :data:`.func` accessor (i.e.
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CAST, EXTRACT).
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"""
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reg = _registry[package]
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reg[identifier] = fn
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class FunctionElement(Executable, ColumnElement, FromClause):
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"""Base for SQL function-oriented constructs.
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.. seealso::
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:class:`.Function` - named SQL function.
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:data:`.func` - namespace which produces registered or ad-hoc
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:class:`.Function` instances.
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:class:`.GenericFunction` - allows creation of registered function
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types.
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"""
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packagenames = ()
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def __init__(self, *clauses, **kwargs):
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"""Construct a :class:`.FunctionElement`.
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"""
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args = [_literal_as_binds(c, self.name) for c in clauses]
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self.clause_expr = ClauseList(
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operator=operators.comma_op,
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group_contents=True, *args).\
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self_group()
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def _execute_on_connection(self, connection, multiparams, params):
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return connection._execute_function(self, multiparams, params)
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@property
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def columns(self):
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"""The set of columns exported by this :class:`.FunctionElement`.
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Function objects currently have no result column names built in;
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this method returns a single-element column collection with
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an anonymously named column.
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An interim approach to providing named columns for a function
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as a FROM clause is to build a :func:`.select` with the
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desired columns::
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from sqlalchemy.sql import column
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stmt = select([column('x'), column('y')]).\
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select_from(func.myfunction())
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"""
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return ColumnCollection(self.label(None))
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@util.memoized_property
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def clauses(self):
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"""Return the underlying :class:`.ClauseList` which contains
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the arguments for this :class:`.FunctionElement`.
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"""
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return self.clause_expr.element
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def over(self, partition_by=None, order_by=None):
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"""Produce an OVER clause against this function.
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Used against aggregate or so-called "window" functions,
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for database backends that support window functions.
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The expression::
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func.row_number().over(order_by='x')
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is shorthand for::
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from sqlalchemy import over
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over(func.row_number(), order_by='x')
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See :func:`~.expression.over` for a full description.
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.. versionadded:: 0.7
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"""
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return Over(self, partition_by=partition_by, order_by=order_by)
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def filter(self, *criterion):
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"""Produce a FILTER clause against this function.
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Used against aggregate and window functions,
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for database backends that support the "FILTER" clause.
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The expression::
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func.count(1).filter(True)
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is shorthand for::
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from sqlalchemy import funcfilter
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funcfilter(func.count(1), True)
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.. versionadded:: 1.0.0
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.. seealso::
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:class:`.FunctionFilter`
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:func:`.funcfilter`
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"""
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if not criterion:
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return self
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return FunctionFilter(self, *criterion)
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@property
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def _from_objects(self):
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return self.clauses._from_objects
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def get_children(self, **kwargs):
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return self.clause_expr,
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def _copy_internals(self, clone=_clone, **kw):
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self.clause_expr = clone(self.clause_expr, **kw)
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self._reset_exported()
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FunctionElement.clauses._reset(self)
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def alias(self, name=None, flat=False):
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"""Produce a :class:`.Alias` construct against this
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:class:`.FunctionElement`.
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This construct wraps the function in a named alias which
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is suitable for the FROM clause.
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e.g.::
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from sqlalchemy.sql import column
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stmt = select([column('data')]).select_from(
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func.unnest(Table.data).alias('data_view')
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)
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Would produce:
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.. sourcecode:: sql
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SELECT data
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FROM unnest(sometable.data) AS data_view
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.. versionadded:: 0.9.8 The :meth:`.FunctionElement.alias` method
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is now supported. Previously, this method's behavior was
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undefined and did not behave consistently across versions.
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"""
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return Alias(self, name)
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def select(self):
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"""Produce a :func:`~.expression.select` construct
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against this :class:`.FunctionElement`.
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This is shorthand for::
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s = select([function_element])
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"""
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s = Select([self])
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if self._execution_options:
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s = s.execution_options(**self._execution_options)
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return s
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def scalar(self):
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"""Execute this :class:`.FunctionElement` against an embedded
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'bind' and return a scalar value.
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This first calls :meth:`~.FunctionElement.select` to
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produce a SELECT construct.
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Note that :class:`.FunctionElement` can be passed to
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the :meth:`.Connectable.scalar` method of :class:`.Connection`
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or :class:`.Engine`.
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"""
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return self.select().execute().scalar()
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def execute(self):
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"""Execute this :class:`.FunctionElement` against an embedded
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'bind'.
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This first calls :meth:`~.FunctionElement.select` to
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produce a SELECT construct.
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Note that :class:`.FunctionElement` can be passed to
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the :meth:`.Connectable.execute` method of :class:`.Connection`
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or :class:`.Engine`.
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"""
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return self.select().execute()
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def _bind_param(self, operator, obj):
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return BindParameter(None, obj, _compared_to_operator=operator,
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_compared_to_type=self.type, unique=True)
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class _FunctionGenerator(object):
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"""Generate :class:`.Function` objects based on getattr calls."""
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def __init__(self, **opts):
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self.__names = []
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self.opts = opts
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def __getattr__(self, name):
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# passthru __ attributes; fixes pydoc
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if name.startswith('__'):
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try:
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return self.__dict__[name]
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except KeyError:
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raise AttributeError(name)
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elif name.endswith('_'):
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name = name[0:-1]
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f = _FunctionGenerator(**self.opts)
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f.__names = list(self.__names) + [name]
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return f
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def __call__(self, *c, **kwargs):
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o = self.opts.copy()
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o.update(kwargs)
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tokens = len(self.__names)
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if tokens == 2:
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package, fname = self.__names
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elif tokens == 1:
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package, fname = "_default", self.__names[0]
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else:
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package = None
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if package is not None:
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func = _registry[package].get(fname)
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if func is not None:
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return func(*c, **o)
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return Function(self.__names[-1],
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packagenames=self.__names[0:-1], *c, **o)
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func = _FunctionGenerator()
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"""Generate SQL function expressions.
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:data:`.func` is a special object instance which generates SQL
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functions based on name-based attributes, e.g.::
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>>> print func.count(1)
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count(:param_1)
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The element is a column-oriented SQL element like any other, and is
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used in that way::
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>>> print select([func.count(table.c.id)])
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SELECT count(sometable.id) FROM sometable
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Any name can be given to :data:`.func`. If the function name is unknown to
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SQLAlchemy, it will be rendered exactly as is. For common SQL functions
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which SQLAlchemy is aware of, the name may be interpreted as a *generic
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function* which will be compiled appropriately to the target database::
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>>> print func.current_timestamp()
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CURRENT_TIMESTAMP
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To call functions which are present in dot-separated packages,
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specify them in the same manner::
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>>> print func.stats.yield_curve(5, 10)
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stats.yield_curve(:yield_curve_1, :yield_curve_2)
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SQLAlchemy can be made aware of the return type of functions to enable
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type-specific lexical and result-based behavior. For example, to ensure
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that a string-based function returns a Unicode value and is similarly
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treated as a string in expressions, specify
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:class:`~sqlalchemy.types.Unicode` as the type:
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>>> print func.my_string(u'hi', type_=Unicode) + ' ' + \
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... func.my_string(u'there', type_=Unicode)
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my_string(:my_string_1) || :my_string_2 || my_string(:my_string_3)
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The object returned by a :data:`.func` call is usually an instance of
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:class:`.Function`.
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This object meets the "column" interface, including comparison and labeling
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functions. The object can also be passed the :meth:`~.Connectable.execute`
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method of a :class:`.Connection` or :class:`.Engine`, where it will be
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wrapped inside of a SELECT statement first::
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print connection.execute(func.current_timestamp()).scalar()
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In a few exception cases, the :data:`.func` accessor
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will redirect a name to a built-in expression such as :func:`.cast`
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or :func:`.extract`, as these names have well-known meaning
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but are not exactly the same as "functions" from a SQLAlchemy
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perspective.
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.. versionadded:: 0.8 :data:`.func` can return non-function expression
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constructs for common quasi-functional names like :func:`.cast`
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and :func:`.extract`.
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Functions which are interpreted as "generic" functions know how to
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calculate their return type automatically. For a listing of known generic
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functions, see :ref:`generic_functions`.
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.. note::
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The :data:`.func` construct has only limited support for calling
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standalone "stored procedures", especially those with special
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parameterization concerns.
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See the section :ref:`stored_procedures` for details on how to use
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the DBAPI-level ``callproc()`` method for fully traditional stored
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procedures.
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"""
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modifier = _FunctionGenerator(group=False)
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class Function(FunctionElement):
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"""Describe a named SQL function.
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See the superclass :class:`.FunctionElement` for a description
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of public methods.
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||
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.. seealso::
|
||
|
|
|
||
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:data:`.func` - namespace which produces registered or ad-hoc
|
||
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:class:`.Function` instances.
|
||
|
|
|
||
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:class:`.GenericFunction` - allows creation of registered function
|
||
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types.
|
||
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"""
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__visit_name__ = 'function'
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def __init__(self, name, *clauses, **kw):
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"""Construct a :class:`.Function`.
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|
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The :data:`.func` construct is normally used to construct
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new :class:`.Function` instances.
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"""
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self.packagenames = kw.pop('packagenames', None) or []
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self.name = name
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self._bind = kw.get('bind', None)
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self.type = sqltypes.to_instance(kw.get('type_', None))
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FunctionElement.__init__(self, *clauses, **kw)
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def _bind_param(self, operator, obj):
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return BindParameter(self.name, obj,
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_compared_to_operator=operator,
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_compared_to_type=self.type,
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unique=True)
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class _GenericMeta(VisitableType):
|
||
|
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def __init__(cls, clsname, bases, clsdict):
|
||
|
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if annotation.Annotated not in cls.__mro__:
|
||
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cls.name = name = clsdict.get('name', clsname)
|
||
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cls.identifier = identifier = clsdict.get('identifier', name)
|
||
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package = clsdict.pop('package', '_default')
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||
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# legacy
|
||
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if '__return_type__' in clsdict:
|
||
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cls.type = clsdict['__return_type__']
|
||
|
|
register_function(identifier, cls, package)
|
||
|
|
super(_GenericMeta, cls).__init__(clsname, bases, clsdict)
|
||
|
|
|
||
|
|
|
||
|
|
class GenericFunction(util.with_metaclass(_GenericMeta, Function)):
|
||
|
|
"""Define a 'generic' function.
|
||
|
|
|
||
|
|
A generic function is a pre-established :class:`.Function`
|
||
|
|
class that is instantiated automatically when called
|
||
|
|
by name from the :data:`.func` attribute. Note that
|
||
|
|
calling any name from :data:`.func` has the effect that
|
||
|
|
a new :class:`.Function` instance is created automatically,
|
||
|
|
given that name. The primary use case for defining
|
||
|
|
a :class:`.GenericFunction` class is so that a function
|
||
|
|
of a particular name may be given a fixed return type.
|
||
|
|
It can also include custom argument parsing schemes as well
|
||
|
|
as additional methods.
|
||
|
|
|
||
|
|
Subclasses of :class:`.GenericFunction` are automatically
|
||
|
|
registered under the name of the class. For
|
||
|
|
example, a user-defined function ``as_utc()`` would
|
||
|
|
be available immediately::
|
||
|
|
|
||
|
|
from sqlalchemy.sql.functions import GenericFunction
|
||
|
|
from sqlalchemy.types import DateTime
|
||
|
|
|
||
|
|
class as_utc(GenericFunction):
|
||
|
|
type = DateTime
|
||
|
|
|
||
|
|
print select([func.as_utc()])
|
||
|
|
|
||
|
|
User-defined generic functions can be organized into
|
||
|
|
packages by specifying the "package" attribute when defining
|
||
|
|
:class:`.GenericFunction`. Third party libraries
|
||
|
|
containing many functions may want to use this in order
|
||
|
|
to avoid name conflicts with other systems. For example,
|
||
|
|
if our ``as_utc()`` function were part of a package
|
||
|
|
"time"::
|
||
|
|
|
||
|
|
class as_utc(GenericFunction):
|
||
|
|
type = DateTime
|
||
|
|
package = "time"
|
||
|
|
|
||
|
|
The above function would be available from :data:`.func`
|
||
|
|
using the package name ``time``::
|
||
|
|
|
||
|
|
print select([func.time.as_utc()])
|
||
|
|
|
||
|
|
A final option is to allow the function to be accessed
|
||
|
|
from one name in :data:`.func` but to render as a different name.
|
||
|
|
The ``identifier`` attribute will override the name used to
|
||
|
|
access the function as loaded from :data:`.func`, but will retain
|
||
|
|
the usage of ``name`` as the rendered name::
|
||
|
|
|
||
|
|
class GeoBuffer(GenericFunction):
|
||
|
|
type = Geometry
|
||
|
|
package = "geo"
|
||
|
|
name = "ST_Buffer"
|
||
|
|
identifier = "buffer"
|
||
|
|
|
||
|
|
The above function will render as follows::
|
||
|
|
|
||
|
|
>>> print func.geo.buffer()
|
||
|
|
ST_Buffer()
|
||
|
|
|
||
|
|
.. versionadded:: 0.8 :class:`.GenericFunction` now supports
|
||
|
|
automatic registration of new functions as well as package
|
||
|
|
and custom naming support.
|
||
|
|
|
||
|
|
.. versionchanged:: 0.8 The attribute name ``type`` is used
|
||
|
|
to specify the function's return type at the class level.
|
||
|
|
Previously, the name ``__return_type__`` was used. This
|
||
|
|
name is still recognized for backwards-compatibility.
|
||
|
|
|
||
|
|
"""
|
||
|
|
|
||
|
|
coerce_arguments = True
|
||
|
|
|
||
|
|
def __init__(self, *args, **kwargs):
|
||
|
|
parsed_args = kwargs.pop('_parsed_args', None)
|
||
|
|
if parsed_args is None:
|
||
|
|
parsed_args = [_literal_as_binds(c) for c in args]
|
||
|
|
self.packagenames = []
|
||
|
|
self._bind = kwargs.get('bind', None)
|
||
|
|
self.clause_expr = ClauseList(
|
||
|
|
operator=operators.comma_op,
|
||
|
|
group_contents=True, *parsed_args).self_group()
|
||
|
|
self.type = sqltypes.to_instance(
|
||
|
|
kwargs.pop("type_", None) or getattr(self, 'type', None))
|
||
|
|
|
||
|
|
register_function("cast", Cast)
|
||
|
|
register_function("extract", Extract)
|
||
|
|
|
||
|
|
|
||
|
|
class next_value(GenericFunction):
|
||
|
|
"""Represent the 'next value', given a :class:`.Sequence`
|
||
|
|
as its single argument.
|
||
|
|
|
||
|
|
Compiles into the appropriate function on each backend,
|
||
|
|
or will raise NotImplementedError if used on a backend
|
||
|
|
that does not provide support for sequences.
|
||
|
|
|
||
|
|
"""
|
||
|
|
type = sqltypes.Integer()
|
||
|
|
name = "next_value"
|
||
|
|
|
||
|
|
def __init__(self, seq, **kw):
|
||
|
|
assert isinstance(seq, schema.Sequence), \
|
||
|
|
"next_value() accepts a Sequence object as input."
|
||
|
|
self._bind = kw.get('bind', None)
|
||
|
|
self.sequence = seq
|
||
|
|
|
||
|
|
@property
|
||
|
|
def _from_objects(self):
|
||
|
|
return []
|
||
|
|
|
||
|
|
|
||
|
|
class AnsiFunction(GenericFunction):
|
||
|
|
def __init__(self, **kwargs):
|
||
|
|
GenericFunction.__init__(self, **kwargs)
|
||
|
|
|
||
|
|
|
||
|
|
class ReturnTypeFromArgs(GenericFunction):
|
||
|
|
"""Define a function whose return type is the same as its arguments."""
|
||
|
|
|
||
|
|
def __init__(self, *args, **kwargs):
|
||
|
|
args = [_literal_as_binds(c) for c in args]
|
||
|
|
kwargs.setdefault('type_', _type_from_args(args))
|
||
|
|
kwargs['_parsed_args'] = args
|
||
|
|
GenericFunction.__init__(self, *args, **kwargs)
|
||
|
|
|
||
|
|
|
||
|
|
class coalesce(ReturnTypeFromArgs):
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
class max(ReturnTypeFromArgs):
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
class min(ReturnTypeFromArgs):
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
class sum(ReturnTypeFromArgs):
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
class now(GenericFunction):
|
||
|
|
type = sqltypes.DateTime
|
||
|
|
|
||
|
|
|
||
|
|
class concat(GenericFunction):
|
||
|
|
type = sqltypes.String
|
||
|
|
|
||
|
|
|
||
|
|
class char_length(GenericFunction):
|
||
|
|
type = sqltypes.Integer
|
||
|
|
|
||
|
|
def __init__(self, arg, **kwargs):
|
||
|
|
GenericFunction.__init__(self, arg, **kwargs)
|
||
|
|
|
||
|
|
|
||
|
|
class random(GenericFunction):
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
class count(GenericFunction):
|
||
|
|
"""The ANSI COUNT aggregate function. With no arguments,
|
||
|
|
emits COUNT \*.
|
||
|
|
|
||
|
|
"""
|
||
|
|
type = sqltypes.Integer
|
||
|
|
|
||
|
|
def __init__(self, expression=None, **kwargs):
|
||
|
|
if expression is None:
|
||
|
|
expression = literal_column('*')
|
||
|
|
GenericFunction.__init__(self, expression, **kwargs)
|
||
|
|
|
||
|
|
|
||
|
|
class current_date(AnsiFunction):
|
||
|
|
type = sqltypes.Date
|
||
|
|
|
||
|
|
|
||
|
|
class current_time(AnsiFunction):
|
||
|
|
type = sqltypes.Time
|
||
|
|
|
||
|
|
|
||
|
|
class current_timestamp(AnsiFunction):
|
||
|
|
type = sqltypes.DateTime
|
||
|
|
|
||
|
|
|
||
|
|
class current_user(AnsiFunction):
|
||
|
|
type = sqltypes.String
|
||
|
|
|
||
|
|
|
||
|
|
class localtime(AnsiFunction):
|
||
|
|
type = sqltypes.DateTime
|
||
|
|
|
||
|
|
|
||
|
|
class localtimestamp(AnsiFunction):
|
||
|
|
type = sqltypes.DateTime
|
||
|
|
|
||
|
|
|
||
|
|
class session_user(AnsiFunction):
|
||
|
|
type = sqltypes.String
|
||
|
|
|
||
|
|
|
||
|
|
class sysdate(AnsiFunction):
|
||
|
|
type = sqltypes.DateTime
|
||
|
|
|
||
|
|
|
||
|
|
class user(AnsiFunction):
|
||
|
|
type = sqltypes.String
|