814 lines
24 KiB
Python
814 lines
24 KiB
Python
# sql/functions.py
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# Copyright (C) 2005-2017 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, Grouping, WithinGroup
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from .selectable import FromClause, Select, Alias
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from . import util as sqlutil
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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, rows=None, range_=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(
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self,
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partition_by=partition_by,
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order_by=order_by,
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rows=rows,
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range_=range_
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)
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def within_group(self, *order_by):
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"""Produce a WITHIN GROUP (ORDER BY expr) clause against this function.
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Used against so-called "ordered set aggregate" and "hypothetical
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set aggregate" functions, including :class:`.percentile_cont`,
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:class:`.rank`, :class:`.dense_rank`, etc.
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See :func:`~.expression.within_group` for a full description.
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.. versionadded:: 1.1
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"""
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return WithinGroup(self, *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 within_group_type(self, within_group):
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"""For types that define their return type as based on the criteria
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within a WITHIN GROUP (ORDER BY) expression, called by the
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:class:`.WithinGroup` construct.
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Returns None by default, in which case the function's normal ``.type``
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is used.
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"""
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return None
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def alias(self, name=None, flat=False):
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r"""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, in the style accepted for example
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by PostgreSQL.
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e.g.::
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from sqlalchemy.sql import column
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stmt = select([column('data_view')]).\
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select_from(SomeTable).\
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select_from(func.unnest(SomeTable.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_view
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FROM sometable, 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, type_=None):
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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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type_=type_)
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def self_group(self, against=None):
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# for the moment, we are parenthesizing all array-returning
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# expressions against getitem. This may need to be made
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# more portable if in the future we support other DBs
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# besides postgresql.
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if against is operators.getitem and \
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isinstance(self.type, sqltypes.ARRAY):
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return Grouping(self)
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else:
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return super(FunctionElement, self).self_group(against=against)
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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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.. 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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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, type_=None):
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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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type_=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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# legacy
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if '__return_type__' in clsdict:
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cls.type = clsdict['__return_type__']
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register_function(identifier, cls, package)
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super(_GenericMeta, cls).__init__(clsname, bases, clsdict)
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class GenericFunction(util.with_metaclass(_GenericMeta, Function)):
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"""Define a 'generic' function.
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A generic function is a pre-established :class:`.Function`
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class that is instantiated automatically when called
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by name from the :data:`.func` attribute. Note that
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calling any name from :data:`.func` has the effect that
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a new :class:`.Function` instance is created automatically,
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given that name. The primary use case for defining
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a :class:`.GenericFunction` class is so that a function
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of a particular name may be given a fixed return type.
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It can also include custom argument parsing schemes as well
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as additional methods.
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Subclasses of :class:`.GenericFunction` are automatically
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registered under the name of the class. For
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example, a user-defined function ``as_utc()`` would
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be available immediately::
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from sqlalchemy.sql.functions import GenericFunction
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from sqlalchemy.types import DateTime
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class as_utc(GenericFunction):
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type = DateTime
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print select([func.as_utc()])
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User-defined generic functions can be organized into
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packages by specifying the "package" attribute when defining
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:class:`.GenericFunction`. Third party libraries
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containing many functions may want to use this in order
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to avoid name conflicts with other systems. For example,
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if our ``as_utc()`` function were part of a package
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"time"::
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class as_utc(GenericFunction):
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type = DateTime
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package = "time"
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The above function would be available from :data:`.func`
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using the package name ``time``::
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print select([func.time.as_utc()])
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A final option is to allow the function to be accessed
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from one name in :data:`.func` but to render as a different name.
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The ``identifier`` attribute will override the name used to
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access the function as loaded from :data:`.func`, but will retain
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the usage of ``name`` as the rendered name::
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class GeoBuffer(GenericFunction):
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type = Geometry
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package = "geo"
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name = "ST_Buffer"
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identifier = "buffer"
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The above function will render as follows::
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>>> print func.geo.buffer()
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ST_Buffer()
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.. versionadded:: 0.8 :class:`.GenericFunction` now supports
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automatic registration of new functions as well as package
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and custom naming support.
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.. versionchanged:: 0.8 The attribute name ``type`` is used
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to specify the function's return type at the class level.
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Previously, the name ``__return_type__`` was used. This
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name is still recognized for backwards-compatibility.
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"""
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coerce_arguments = True
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def __init__(self, *args, **kwargs):
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parsed_args = kwargs.pop('_parsed_args', None)
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if parsed_args is None:
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parsed_args = [_literal_as_binds(c, self.name) for c in args]
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self.packagenames = []
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self._bind = kwargs.get('bind', None)
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self.clause_expr = ClauseList(
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operator=operators.comma_op,
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group_contents=True, *parsed_args).self_group()
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self.type = sqltypes.to_instance(
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kwargs.pop("type_", None) or getattr(self, 'type', None))
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register_function("cast", Cast)
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register_function("extract", Extract)
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class next_value(GenericFunction):
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"""Represent the 'next value', given a :class:`.Sequence`
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as its single argument.
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Compiles into the appropriate function on each backend,
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or will raise NotImplementedError if used on a backend
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that does not provide support for sequences.
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"""
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type = sqltypes.Integer()
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name = "next_value"
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def __init__(self, seq, **kw):
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assert isinstance(seq, schema.Sequence), \
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"next_value() accepts a Sequence object as input."
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self._bind = kw.get('bind', None)
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self.sequence = seq
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|
|
|
@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, self.name) for c in args]
|
|
kwargs.setdefault('type_', _type_from_args(args))
|
|
kwargs['_parsed_args'] = args
|
|
super(ReturnTypeFromArgs, self).__init__(*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):
|
|
r"""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('*')
|
|
super(count, self).__init__(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
|
|
|
|
|
|
class array_agg(GenericFunction):
|
|
"""support for the ARRAY_AGG function.
|
|
|
|
The ``func.array_agg(expr)`` construct returns an expression of
|
|
type :class:`.types.ARRAY`.
|
|
|
|
e.g.::
|
|
|
|
stmt = select([func.array_agg(table.c.values)[2:5]])
|
|
|
|
.. versionadded:: 1.1
|
|
|
|
.. seealso::
|
|
|
|
:func:`.postgresql.array_agg` - PostgreSQL-specific version that
|
|
returns :class:`.postgresql.ARRAY`, which has PG-specific operators added.
|
|
|
|
"""
|
|
|
|
type = sqltypes.ARRAY
|
|
|
|
def __init__(self, *args, **kwargs):
|
|
args = [_literal_as_binds(c) for c in args]
|
|
kwargs.setdefault('type_', self.type(_type_from_args(args)))
|
|
kwargs['_parsed_args'] = args
|
|
super(array_agg, self).__init__(*args, **kwargs)
|
|
|
|
|
|
class OrderedSetAgg(GenericFunction):
|
|
"""Define a function where the return type is based on the sort
|
|
expression type as defined by the expression passed to the
|
|
:meth:`.FunctionElement.within_group` method."""
|
|
|
|
array_for_multi_clause = False
|
|
|
|
def within_group_type(self, within_group):
|
|
func_clauses = self.clause_expr.element
|
|
order_by = sqlutil.unwrap_order_by(within_group.order_by)
|
|
if self.array_for_multi_clause and len(func_clauses.clauses) > 1:
|
|
return sqltypes.ARRAY(order_by[0].type)
|
|
else:
|
|
return order_by[0].type
|
|
|
|
|
|
class mode(OrderedSetAgg):
|
|
"""implement the ``mode`` ordered-set aggregate function.
|
|
|
|
This function must be used with the :meth:`.FunctionElement.within_group`
|
|
modifier to supply a sort expression to operate upon.
|
|
|
|
The return type of this function is the same as the sort expression.
|
|
|
|
.. versionadded:: 1.1
|
|
|
|
"""
|
|
|
|
|
|
class percentile_cont(OrderedSetAgg):
|
|
"""implement the ``percentile_cont`` ordered-set aggregate function.
|
|
|
|
This function must be used with the :meth:`.FunctionElement.within_group`
|
|
modifier to supply a sort expression to operate upon.
|
|
|
|
The return type of this function is the same as the sort expression,
|
|
or if the arguments are an array, an :class:`.types.ARRAY` of the sort
|
|
expression's type.
|
|
|
|
.. versionadded:: 1.1
|
|
|
|
"""
|
|
|
|
array_for_multi_clause = True
|
|
|
|
|
|
class percentile_disc(OrderedSetAgg):
|
|
"""implement the ``percentile_disc`` ordered-set aggregate function.
|
|
|
|
This function must be used with the :meth:`.FunctionElement.within_group`
|
|
modifier to supply a sort expression to operate upon.
|
|
|
|
The return type of this function is the same as the sort expression,
|
|
or if the arguments are an array, an :class:`.types.ARRAY` of the sort
|
|
expression's type.
|
|
|
|
.. versionadded:: 1.1
|
|
|
|
"""
|
|
|
|
array_for_multi_clause = True
|
|
|
|
|
|
class rank(GenericFunction):
|
|
"""Implement the ``rank`` hypothetical-set aggregate function.
|
|
|
|
This function must be used with the :meth:`.FunctionElement.within_group`
|
|
modifier to supply a sort expression to operate upon.
|
|
|
|
The return type of this function is :class:`.Integer`.
|
|
|
|
.. versionadded:: 1.1
|
|
|
|
"""
|
|
type = sqltypes.Integer()
|
|
|
|
|
|
class dense_rank(GenericFunction):
|
|
"""Implement the ``dense_rank`` hypothetical-set aggregate function.
|
|
|
|
This function must be used with the :meth:`.FunctionElement.within_group`
|
|
modifier to supply a sort expression to operate upon.
|
|
|
|
The return type of this function is :class:`.Integer`.
|
|
|
|
.. versionadded:: 1.1
|
|
|
|
"""
|
|
type = sqltypes.Integer()
|
|
|
|
|
|
class percent_rank(GenericFunction):
|
|
"""Implement the ``percent_rank`` hypothetical-set aggregate function.
|
|
|
|
This function must be used with the :meth:`.FunctionElement.within_group`
|
|
modifier to supply a sort expression to operate upon.
|
|
|
|
The return type of this function is :class:`.Numeric`.
|
|
|
|
.. versionadded:: 1.1
|
|
|
|
"""
|
|
type = sqltypes.Numeric()
|
|
|
|
|
|
class cume_dist(GenericFunction):
|
|
"""Implement the ``cume_dist`` hypothetical-set aggregate function.
|
|
|
|
This function must be used with the :meth:`.FunctionElement.within_group`
|
|
modifier to supply a sort expression to operate upon.
|
|
|
|
The return type of this function is :class:`.Numeric`.
|
|
|
|
.. versionadded:: 1.1
|
|
|
|
"""
|
|
type = sqltypes.Numeric()
|