blob: 829adebac0f3f2fd98b11055d2a3f4afa0ef28cf [file] [log] [blame]
# sql/compiler.py
# Copyright (C) 2005-2011 the SQLAlchemy authors and contributors <see AUTHORS file>
#
# This module is part of SQLAlchemy and is released under
# the MIT License: http://www.opensource.org/licenses/mit-license.php
"""Base SQL and DDL compiler implementations.
Classes provided include:
:class:`~sqlalchemy.sql.compiler.SQLCompiler` - renders SQL
strings
:class:`~sqlalchemy.sql.compiler.DDLCompiler` - renders DDL
(data definition language) strings
:class:`~sqlalchemy.sql.compiler.GenericTypeCompiler` - renders
type specification strings.
To generate user-defined SQL strings, see
:module:`~sqlalchemy.ext.compiler`.
"""
import re
from sqlalchemy import schema, engine, util, exc
from sqlalchemy.sql import operators, functions, util as sql_util, \
visitors
from sqlalchemy.sql import expression as sql
import decimal
RESERVED_WORDS = set([
'all', 'analyse', 'analyze', 'and', 'any', 'array',
'as', 'asc', 'asymmetric', 'authorization', 'between',
'binary', 'both', 'case', 'cast', 'check', 'collate',
'column', 'constraint', 'create', 'cross', 'current_date',
'current_role', 'current_time', 'current_timestamp',
'current_user', 'default', 'deferrable', 'desc',
'distinct', 'do', 'else', 'end', 'except', 'false',
'for', 'foreign', 'freeze', 'from', 'full', 'grant',
'group', 'having', 'ilike', 'in', 'initially', 'inner',
'intersect', 'into', 'is', 'isnull', 'join', 'leading',
'left', 'like', 'limit', 'localtime', 'localtimestamp',
'natural', 'new', 'not', 'notnull', 'null', 'off', 'offset',
'old', 'on', 'only', 'or', 'order', 'outer', 'overlaps',
'placing', 'primary', 'references', 'right', 'select',
'session_user', 'set', 'similar', 'some', 'symmetric', 'table',
'then', 'to', 'trailing', 'true', 'union', 'unique', 'user',
'using', 'verbose', 'when', 'where'])
LEGAL_CHARACTERS = re.compile(r'^[A-Z0-9_$]+$', re.I)
ILLEGAL_INITIAL_CHARACTERS = set([str(x) for x in xrange(0, 10)]).union(['$'])
BIND_PARAMS = re.compile(r'(?<![:\w\$\x5c]):([\w\$]+)(?![:\w\$])', re.UNICODE)
BIND_PARAMS_ESC = re.compile(r'\x5c(:[\w\$]+)(?![:\w\$])', re.UNICODE)
BIND_TEMPLATES = {
'pyformat':"%%(%(name)s)s",
'qmark':"?",
'format':"%%s",
'numeric':":%(position)s",
'named':":%(name)s"
}
OPERATORS = {
# binary
operators.and_ : ' AND ',
operators.or_ : ' OR ',
operators.add : ' + ',
operators.mul : ' * ',
operators.sub : ' - ',
# Py2K
operators.div : ' / ',
# end Py2K
operators.mod : ' % ',
operators.truediv : ' / ',
operators.neg : '-',
operators.lt : ' < ',
operators.le : ' <= ',
operators.ne : ' != ',
operators.gt : ' > ',
operators.ge : ' >= ',
operators.eq : ' = ',
operators.concat_op : ' || ',
operators.between_op : ' BETWEEN ',
operators.match_op : ' MATCH ',
operators.in_op : ' IN ',
operators.notin_op : ' NOT IN ',
operators.comma_op : ', ',
operators.from_ : ' FROM ',
operators.as_ : ' AS ',
operators.is_ : ' IS ',
operators.isnot : ' IS NOT ',
operators.collate : ' COLLATE ',
# unary
operators.exists : 'EXISTS ',
operators.distinct_op : 'DISTINCT ',
operators.inv : 'NOT ',
# modifiers
operators.desc_op : ' DESC',
operators.asc_op : ' ASC',
operators.nullsfirst_op : ' NULLS FIRST',
operators.nullslast_op : ' NULLS LAST',
}
FUNCTIONS = {
functions.coalesce : 'coalesce%(expr)s',
functions.current_date: 'CURRENT_DATE',
functions.current_time: 'CURRENT_TIME',
functions.current_timestamp: 'CURRENT_TIMESTAMP',
functions.current_user: 'CURRENT_USER',
functions.localtime: 'LOCALTIME',
functions.localtimestamp: 'LOCALTIMESTAMP',
functions.random: 'random%(expr)s',
functions.sysdate: 'sysdate',
functions.session_user :'SESSION_USER',
functions.user: 'USER'
}
EXTRACT_MAP = {
'month': 'month',
'day': 'day',
'year': 'year',
'second': 'second',
'hour': 'hour',
'doy': 'doy',
'minute': 'minute',
'quarter': 'quarter',
'dow': 'dow',
'week': 'week',
'epoch': 'epoch',
'milliseconds': 'milliseconds',
'microseconds': 'microseconds',
'timezone_hour': 'timezone_hour',
'timezone_minute': 'timezone_minute'
}
COMPOUND_KEYWORDS = {
sql.CompoundSelect.UNION : 'UNION',
sql.CompoundSelect.UNION_ALL : 'UNION ALL',
sql.CompoundSelect.EXCEPT : 'EXCEPT',
sql.CompoundSelect.EXCEPT_ALL : 'EXCEPT ALL',
sql.CompoundSelect.INTERSECT : 'INTERSECT',
sql.CompoundSelect.INTERSECT_ALL : 'INTERSECT ALL'
}
class _CompileLabel(visitors.Visitable):
"""lightweight label object which acts as an expression._Label."""
__visit_name__ = 'label'
__slots__ = 'element', 'name'
def __init__(self, col, name):
self.element = col
self.name = name
@property
def type(self):
return self.element.type
@property
def quote(self):
return self.element.quote
class SQLCompiler(engine.Compiled):
"""Default implementation of Compiled.
Compiles ClauseElements into SQL strings. Uses a similar visit
paradigm as visitors.ClauseVisitor but implements its own traversal.
"""
extract_map = EXTRACT_MAP
compound_keywords = COMPOUND_KEYWORDS
# class-level defaults which can be set at the instance
# level to define if this Compiled instance represents
# INSERT/UPDATE/DELETE
isdelete = isinsert = isupdate = False
# holds the "returning" collection of columns if
# the statement is CRUD and defines returning columns
# either implicitly or explicitly
returning = None
# set to True classwide to generate RETURNING
# clauses before the VALUES or WHERE clause (i.e. MSSQL)
returning_precedes_values = False
# SQL 92 doesn't allow bind parameters to be used
# in the columns clause of a SELECT, nor does it allow
# ambiguous expressions like "? = ?". A compiler
# subclass can set this flag to False if the target
# driver/DB enforces this
ansi_bind_rules = False
def __init__(self, dialect, statement, column_keys=None,
inline=False, **kwargs):
"""Construct a new ``DefaultCompiler`` object.
dialect
Dialect to be used
statement
ClauseElement to be compiled
column_keys
a list of column names to be compiled into an INSERT or UPDATE
statement.
"""
self.column_keys = column_keys
# compile INSERT/UPDATE defaults/sequences inlined (no pre-
# execute)
self.inline = inline or getattr(statement, 'inline', False)
# a dictionary of bind parameter keys to _BindParamClause
# instances.
self.binds = {}
# a dictionary of _BindParamClause instances to "compiled" names
# that are actually present in the generated SQL
self.bind_names = util.column_dict()
# stack which keeps track of nested SELECT statements
self.stack = []
# relates label names in the final SQL to a tuple of local
# column/label name, ColumnElement object (if any) and
# TypeEngine. ResultProxy uses this for type processing and
# column targeting
self.result_map = {}
# true if the paramstyle is positional
self.positional = dialect.positional
if self.positional:
self.positiontup = []
self.bindtemplate = BIND_TEMPLATES[dialect.paramstyle]
# an IdentifierPreparer that formats the quoting of identifiers
self.preparer = dialect.identifier_preparer
self.label_length = dialect.label_length \
or dialect.max_identifier_length
# a map which tracks "anonymous" identifiers that are created on
# the fly here
self.anon_map = util.PopulateDict(self._process_anon)
# a map which tracks "truncated" names based on
# dialect.label_length or dialect.max_identifier_length
self.truncated_names = {}
engine.Compiled.__init__(self, dialect, statement, **kwargs)
@util.memoized_property
def _bind_processors(self):
return dict(
(key, value) for key, value in
( (self.bind_names[bindparam],
bindparam.type._cached_bind_processor(self.dialect))
for bindparam in self.bind_names )
if value is not None
)
def is_subquery(self):
return len(self.stack) > 1
@property
def sql_compiler(self):
return self
def construct_params(self, params=None, _group_number=None):
"""return a dictionary of bind parameter keys and values"""
if params:
pd = {}
for bindparam, name in self.bind_names.iteritems():
if bindparam.key in params:
pd[name] = params[bindparam.key]
elif name in params:
pd[name] = params[name]
elif bindparam.required:
if _group_number:
raise exc.InvalidRequestError(
"A value is required for bind parameter %r, "
"in parameter group %d" %
(bindparam.key, _group_number))
else:
raise exc.InvalidRequestError(
"A value is required for bind parameter %r"
% bindparam.key)
elif bindparam.callable:
pd[name] = bindparam.callable()
else:
pd[name] = bindparam.value
return pd
else:
pd = {}
for bindparam in self.bind_names:
if bindparam.callable:
pd[self.bind_names[bindparam]] = bindparam.callable()
else:
pd[self.bind_names[bindparam]] = bindparam.value
return pd
params = property(construct_params, doc="""
Return the bind params for this compiled object.
""")
def default_from(self):
"""Called when a SELECT statement has no froms, and no FROM clause is
to be appended.
Gives Oracle a chance to tack on a ``FROM DUAL`` to the string output.
"""
return ""
def visit_grouping(self, grouping, asfrom=False, **kwargs):
return "(" + grouping.element._compiler_dispatch(self, **kwargs) + ")"
def visit_label(self, label, result_map=None,
within_label_clause=False,
within_columns_clause=False, **kw):
# only render labels within the columns clause
# or ORDER BY clause of a select. dialect-specific compilers
# can modify this behavior.
if within_columns_clause and not within_label_clause:
if isinstance(label.name, sql._generated_label):
labelname = self._truncated_identifier("colident", label.name)
else:
labelname = label.name
if result_map is not None:
result_map[labelname.lower()] = \
(label.name, (label, label.element, labelname),\
label.type)
return label.element._compiler_dispatch(self,
within_columns_clause=True,
within_label_clause=True,
**kw) + \
OPERATORS[operators.as_] + \
self.preparer.format_label(label, labelname)
else:
return label.element._compiler_dispatch(self,
within_columns_clause=False,
**kw)
def visit_column(self, column, result_map=None, **kwargs):
name = column.name
if name is None:
raise exc.CompileError("Cannot compile Column object until "
"it's 'name' is assigned.")
is_literal = column.is_literal
if not is_literal and isinstance(name, sql._generated_label):
name = self._truncated_identifier("colident", name)
if result_map is not None:
result_map[name.lower()] = (name, (column, ), column.type)
if is_literal:
name = self.escape_literal_column(name)
else:
name = self.preparer.quote(name, column.quote)
table = column.table
if table is None or not table.named_with_column:
return name
else:
if table.schema:
schema_prefix = self.preparer.quote_schema(
table.schema,
table.quote_schema) + '.'
else:
schema_prefix = ''
tablename = table.name
if isinstance(tablename, sql._generated_label):
tablename = self._truncated_identifier("alias", tablename)
return schema_prefix + \
self.preparer.quote(tablename, table.quote) + \
"." + name
def escape_literal_column(self, text):
"""provide escaping for the literal_column() construct."""
# TODO: some dialects might need different behavior here
return text.replace('%', '%%')
def visit_fromclause(self, fromclause, **kwargs):
return fromclause.name
def visit_index(self, index, **kwargs):
return index.name
def visit_typeclause(self, typeclause, **kwargs):
return self.dialect.type_compiler.process(typeclause.type)
def post_process_text(self, text):
return text
def visit_textclause(self, textclause, **kwargs):
if textclause.typemap is not None:
for colname, type_ in textclause.typemap.iteritems():
self.result_map[colname.lower()] = (colname, None, type_)
def do_bindparam(m):
name = m.group(1)
if name in textclause.bindparams:
return self.process(textclause.bindparams[name])
else:
return self.bindparam_string(name)
# un-escape any \:params
return BIND_PARAMS_ESC.sub(lambda m: m.group(1),
BIND_PARAMS.sub(do_bindparam,
self.post_process_text(textclause.text))
)
def visit_null(self, expr, **kw):
return 'NULL'
def visit_true(self, expr, **kw):
return 'true'
def visit_false(self, expr, **kw):
return 'false'
def visit_clauselist(self, clauselist, **kwargs):
sep = clauselist.operator
if sep is None:
sep = " "
else:
sep = OPERATORS[clauselist.operator]
return sep.join(
s for s in
(c._compiler_dispatch(self, **kwargs)
for c in clauselist.clauses)
if s is not None)
def visit_case(self, clause, **kwargs):
x = "CASE "
if clause.value is not None:
x += clause.value._compiler_dispatch(self, **kwargs) + " "
for cond, result in clause.whens:
x += "WHEN " + cond._compiler_dispatch(
self, **kwargs
) + " THEN " + result._compiler_dispatch(
self, **kwargs) + " "
if clause.else_ is not None:
x += "ELSE " + clause.else_._compiler_dispatch(
self, **kwargs
) + " "
x += "END"
return x
def visit_cast(self, cast, **kwargs):
return "CAST(%s AS %s)" % \
(cast.clause._compiler_dispatch(self, **kwargs),
cast.typeclause._compiler_dispatch(self, **kwargs))
def visit_over(self, over, **kwargs):
x ="%s OVER (" % over.func._compiler_dispatch(self, **kwargs)
if over.partition_by is not None:
x += "PARTITION BY %s" % \
over.partition_by._compiler_dispatch(self, **kwargs)
if over.order_by is not None:
x += " "
if over.order_by is not None:
x += "ORDER BY %s" % \
over.order_by._compiler_dispatch(self, **kwargs)
x += ")"
return x
def visit_extract(self, extract, **kwargs):
field = self.extract_map.get(extract.field, extract.field)
return "EXTRACT(%s FROM %s)" % (field,
extract.expr._compiler_dispatch(self, **kwargs))
def visit_function(self, func, result_map=None, **kwargs):
if result_map is not None:
result_map[func.name.lower()] = (func.name, None, func.type)
disp = getattr(self, "visit_%s_func" % func.name.lower(), None)
if disp:
return disp(func, **kwargs)
else:
name = FUNCTIONS.get(func.__class__, func.name + "%(expr)s")
return ".".join(list(func.packagenames) + [name]) % \
{'expr':self.function_argspec(func, **kwargs)}
def visit_next_value_func(self, next_value, **kw):
return self.visit_sequence(next_value.sequence)
def visit_sequence(self, sequence):
raise NotImplementedError(
"Dialect '%s' does not support sequence increments." % self.dialect.name
)
def function_argspec(self, func, **kwargs):
return func.clause_expr._compiler_dispatch(self, **kwargs)
def visit_compound_select(self, cs, asfrom=False,
parens=True, compound_index=1, **kwargs):
entry = self.stack and self.stack[-1] or {}
self.stack.append({'from':entry.get('from', None), 'iswrapper':True})
keyword = self.compound_keywords.get(cs.keyword)
text = (" " + keyword + " ").join(
(c._compiler_dispatch(self,
asfrom=asfrom, parens=False,
compound_index=i, **kwargs)
for i, c in enumerate(cs.selects))
)
group_by = cs._group_by_clause._compiler_dispatch(
self, asfrom=asfrom, **kwargs)
if group_by:
text += " GROUP BY " + group_by
text += self.order_by_clause(cs, **kwargs)
text += (cs._limit is not None or cs._offset is not None) and \
self.limit_clause(cs) or ""
self.stack.pop(-1)
if asfrom and parens:
return "(" + text + ")"
else:
return text
def visit_unary(self, unary, **kw):
s = unary.element._compiler_dispatch(self, **kw)
if unary.operator:
s = OPERATORS[unary.operator] + s
if unary.modifier:
s = s + OPERATORS[unary.modifier]
return s
def visit_binary(self, binary, **kw):
# don't allow "? = ?" to render
if self.ansi_bind_rules and \
isinstance(binary.left, sql._BindParamClause) and \
isinstance(binary.right, sql._BindParamClause):
kw['literal_binds'] = True
return self._operator_dispatch(binary.operator,
binary,
lambda opstr: binary.left._compiler_dispatch(self, **kw) +
opstr +
binary.right._compiler_dispatch(
self, **kw),
**kw
)
def visit_like_op(self, binary, **kw):
escape = binary.modifiers.get("escape", None)
return '%s LIKE %s' % (
binary.left._compiler_dispatch(self, **kw),
binary.right._compiler_dispatch(self, **kw)) \
+ (escape and
(' ESCAPE ' + self.render_literal_value(escape, None))
or '')
def visit_notlike_op(self, binary, **kw):
escape = binary.modifiers.get("escape", None)
return '%s NOT LIKE %s' % (
binary.left._compiler_dispatch(self, **kw),
binary.right._compiler_dispatch(self, **kw)) \
+ (escape and
(' ESCAPE ' + self.render_literal_value(escape, None))
or '')
def visit_ilike_op(self, binary, **kw):
escape = binary.modifiers.get("escape", None)
return 'lower(%s) LIKE lower(%s)' % (
binary.left._compiler_dispatch(self, **kw),
binary.right._compiler_dispatch(self, **kw)) \
+ (escape and
(' ESCAPE ' + self.render_literal_value(escape, None))
or '')
def visit_notilike_op(self, binary, **kw):
escape = binary.modifiers.get("escape", None)
return 'lower(%s) NOT LIKE lower(%s)' % (
binary.left._compiler_dispatch(self, **kw),
binary.right._compiler_dispatch(self, **kw)) \
+ (escape and
(' ESCAPE ' + self.render_literal_value(escape, None))
or '')
def _operator_dispatch(self, operator, element, fn, **kw):
if util.callable(operator):
disp = getattr(self, "visit_%s" % operator.__name__, None)
if disp:
return disp(element, **kw)
else:
return fn(OPERATORS[operator])
else:
return fn(" " + operator + " ")
def visit_bindparam(self, bindparam, within_columns_clause=False,
literal_binds=False, **kwargs):
if literal_binds or \
(within_columns_clause and \
self.ansi_bind_rules):
if bindparam.value is None:
raise exc.CompileError("Bind parameter without a "
"renderable value not allowed here.")
return self.render_literal_bindparam(bindparam,
within_columns_clause=True, **kwargs)
name = self._truncate_bindparam(bindparam)
if name in self.binds:
existing = self.binds[name]
if existing is not bindparam:
if existing.unique or bindparam.unique:
raise exc.CompileError(
"Bind parameter '%s' conflicts with "
"unique bind parameter of the same name" %
bindparam.key
)
elif getattr(existing, '_is_crud', False) or \
getattr(bindparam, '_is_crud', False):
raise exc.CompileError(
"bindparam() name '%s' is reserved "
"for automatic usage in the VALUES or SET "
"clause of this "
"insert/update statement. Please use a "
"name other than column name when using bindparam() "
"with insert() or update() (for example, 'b_%s')."
% (bindparam.key, bindparam.key)
)
self.binds[bindparam.key] = self.binds[name] = bindparam
return self.bindparam_string(name)
def render_literal_bindparam(self, bindparam, **kw):
value = bindparam.value
processor = bindparam.type._cached_bind_processor(self.dialect)
if processor:
value = processor(value)
return self.render_literal_value(value, bindparam.type)
def render_literal_value(self, value, type_):
"""Render the value of a bind parameter as a quoted literal.
This is used for statement sections that do not accept bind paramters
on the target driver/database.
This should be implemented by subclasses using the quoting services
of the DBAPI.
"""
if isinstance(value, basestring):
value = value.replace("'", "''")
return "'%s'" % value
elif value is None:
return "NULL"
elif isinstance(value, (float, int, long)):
return repr(value)
elif isinstance(value, decimal.Decimal):
return str(value)
else:
raise NotImplementedError(
"Don't know how to literal-quote value %r" % value)
def _truncate_bindparam(self, bindparam):
if bindparam in self.bind_names:
return self.bind_names[bindparam]
bind_name = bindparam.key
if isinstance(bind_name, sql._generated_label):
bind_name = self._truncated_identifier("bindparam", bind_name)
# add to bind_names for translation
self.bind_names[bindparam] = bind_name
return bind_name
def _truncated_identifier(self, ident_class, name):
if (ident_class, name) in self.truncated_names:
return self.truncated_names[(ident_class, name)]
anonname = name % self.anon_map
if len(anonname) > self.label_length:
counter = self.truncated_names.get(ident_class, 1)
truncname = anonname[0:max(self.label_length - 6, 0)] + \
"_" + hex(counter)[2:]
self.truncated_names[ident_class] = counter + 1
else:
truncname = anonname
self.truncated_names[(ident_class, name)] = truncname
return truncname
def _anonymize(self, name):
return name % self.anon_map
def _process_anon(self, key):
(ident, derived) = key.split(' ', 1)
anonymous_counter = self.anon_map.get(derived, 1)
self.anon_map[derived] = anonymous_counter + 1
return derived + "_" + str(anonymous_counter)
def bindparam_string(self, name):
if self.positional:
self.positiontup.append(name)
return self.bindtemplate % {
'name':name, 'position':len(self.positiontup)}
else:
return self.bindtemplate % {'name':name}
def visit_alias(self, alias, asfrom=False, ashint=False,
fromhints=None, **kwargs):
if asfrom or ashint:
if isinstance(alias.name, sql._generated_label):
alias_name = self._truncated_identifier("alias", alias.name)
else:
alias_name = alias.name
if ashint:
return self.preparer.format_alias(alias, alias_name)
elif asfrom:
ret = alias.original._compiler_dispatch(self,
asfrom=True, **kwargs) + \
" AS " + \
self.preparer.format_alias(alias, alias_name)
if fromhints and alias in fromhints:
hinttext = self.get_from_hint_text(alias, fromhints[alias])
if hinttext:
ret += " " + hinttext
return ret
else:
return alias.original._compiler_dispatch(self, **kwargs)
def label_select_column(self, select, column, asfrom):
"""label columns present in a select()."""
if isinstance(column, sql._Label):
return column
elif select is not None and select.use_labels and column._label:
return _CompileLabel(column, column._label)
elif \
asfrom and \
isinstance(column, sql.ColumnClause) and \
not column.is_literal and \
column.table is not None and \
not isinstance(column.table, sql.Select):
return _CompileLabel(column, sql._generated_label(column.name))
elif not isinstance(column,
(sql._UnaryExpression, sql._TextClause)) \
and (not hasattr(column, 'name') or \
isinstance(column, sql.Function)):
return _CompileLabel(column, column.anon_label)
else:
return column
def get_select_hint_text(self, byfroms):
return None
def get_from_hint_text(self, table, text):
return None
def visit_select(self, select, asfrom=False, parens=True,
iswrapper=False, fromhints=None,
compound_index=1, **kwargs):
entry = self.stack and self.stack[-1] or {}
existingfroms = entry.get('from', None)
froms = select._get_display_froms(existingfroms)
correlate_froms = set(sql._from_objects(*froms))
# TODO: might want to propagate existing froms for
# select(select(select)) where innermost select should correlate
# to outermost if existingfroms: correlate_froms =
# correlate_froms.union(existingfroms)
self.stack.append({'from': correlate_froms, 'iswrapper'
: iswrapper})
if compound_index==1 and not entry or entry.get('iswrapper', False):
column_clause_args = {'result_map':self.result_map}
else:
column_clause_args = {}
# the actual list of columns to print in the SELECT column list.
inner_columns = [
c for c in [
self.label_select_column(select, co, asfrom=asfrom).\
_compiler_dispatch(self,
within_columns_clause=True,
**column_clause_args)
for co in util.unique_list(select.inner_columns)
]
if c is not None
]
text = "SELECT " # we're off to a good start !
if select._hints:
byfrom = dict([
(from_, hinttext % {
'name':from_._compiler_dispatch(
self, ashint=True)
})
for (from_, dialect), hinttext in
select._hints.iteritems()
if dialect in ('*', self.dialect.name)
])
hint_text = self.get_select_hint_text(byfrom)
if hint_text:
text += hint_text + " "
if select._prefixes:
text += " ".join(
x._compiler_dispatch(self, **kwargs)
for x in select._prefixes) + " "
text += self.get_select_precolumns(select)
text += ', '.join(inner_columns)
if froms:
text += " \nFROM "
if select._hints:
text += ', '.join([f._compiler_dispatch(self,
asfrom=True, fromhints=byfrom,
**kwargs)
for f in froms])
else:
text += ', '.join([f._compiler_dispatch(self,
asfrom=True, **kwargs)
for f in froms])
else:
text += self.default_from()
if select._whereclause is not None:
t = select._whereclause._compiler_dispatch(self, **kwargs)
if t:
text += " \nWHERE " + t
if select._group_by_clause.clauses:
group_by = select._group_by_clause._compiler_dispatch(
self, **kwargs)
if group_by:
text += " GROUP BY " + group_by
if select._having is not None:
t = select._having._compiler_dispatch(self, **kwargs)
if t:
text += " \nHAVING " + t
if select._order_by_clause.clauses:
text += self.order_by_clause(select, **kwargs)
if select._limit is not None or select._offset is not None:
text += self.limit_clause(select)
if select.for_update:
text += self.for_update_clause(select)
self.stack.pop(-1)
if asfrom and parens:
return "(" + text + ")"
else:
return text
def get_select_precolumns(self, select):
"""Called when building a ``SELECT`` statement, position is just
before column list.
"""
return select._distinct and "DISTINCT " or ""
def order_by_clause(self, select, **kw):
order_by = select._order_by_clause._compiler_dispatch(self, **kw)
if order_by:
return " ORDER BY " + order_by
else:
return ""
def for_update_clause(self, select):
if select.for_update:
return " FOR UPDATE"
else:
return ""
def limit_clause(self, select):
text = ""
if select._limit is not None:
text += "\n LIMIT " + self.process(sql.literal(select._limit))
if select._offset is not None:
if select._limit is None:
text += "\n LIMIT -1"
text += " OFFSET " + self.process(sql.literal(select._offset))
return text
def visit_table(self, table, asfrom=False, ashint=False,
fromhints=None, **kwargs):
if asfrom or ashint:
if getattr(table, "schema", None):
ret = self.preparer.quote_schema(table.schema,
table.quote_schema) + \
"." + self.preparer.quote(table.name,
table.quote)
else:
ret = self.preparer.quote(table.name, table.quote)
if fromhints and table in fromhints:
hinttext = self.get_from_hint_text(table, fromhints[table])
if hinttext:
ret += " " + hinttext
return ret
else:
return ""
def visit_join(self, join, asfrom=False, **kwargs):
return (
join.left._compiler_dispatch(self, asfrom=True, **kwargs) +
(join.isouter and " LEFT OUTER JOIN " or " JOIN ") +
join.right._compiler_dispatch(self, asfrom=True, **kwargs) +
" ON " +
join.onclause._compiler_dispatch(self, **kwargs)
)
def visit_insert(self, insert_stmt):
self.isinsert = True
colparams = self._get_colparams(insert_stmt)
if not colparams and \
not self.dialect.supports_default_values and \
not self.dialect.supports_empty_insert:
raise exc.CompileError("The version of %s you are using does "
"not support empty inserts." %
self.dialect.name)
preparer = self.preparer
supports_default_values = self.dialect.supports_default_values
text = "INSERT"
prefixes = [self.process(x) for x in insert_stmt._prefixes]
if prefixes:
text += " " + " ".join(prefixes)
text += " INTO " + preparer.format_table(insert_stmt.table)
if colparams or not supports_default_values:
text += " (%s)" % ', '.join([preparer.format_column(c[0])
for c in colparams])
if self.returning or insert_stmt._returning:
self.returning = self.returning or insert_stmt._returning
returning_clause = self.returning_clause(
insert_stmt, self.returning)
if self.returning_precedes_values:
text += " " + returning_clause
if not colparams and supports_default_values:
text += " DEFAULT VALUES"
else:
text += " VALUES (%s)" % \
', '.join([c[1] for c in colparams])
if self.returning and not self.returning_precedes_values:
text += " " + returning_clause
return text
def visit_update(self, update_stmt):
self.stack.append({'from': set([update_stmt.table])})
self.isupdate = True
colparams = self._get_colparams(update_stmt)
text = "UPDATE " + self.preparer.format_table(update_stmt.table)
text += ' SET ' + \
', '.join(
self.preparer.quote(c[0].name, c[0].quote) +
'=' + c[1]
for c in colparams
)
if update_stmt._returning:
self.returning = update_stmt._returning
if self.returning_precedes_values:
text += " " + self.returning_clause(
update_stmt, update_stmt._returning)
if update_stmt._whereclause is not None:
text += " WHERE " + self.process(update_stmt._whereclause)
if self.returning and not self.returning_precedes_values:
text += " " + self.returning_clause(
update_stmt, update_stmt._returning)
self.stack.pop(-1)
return text
def _create_crud_bind_param(self, col, value, required=False):
bindparam = sql.bindparam(col.key, value,
type_=col.type, required=required)
bindparam._is_crud = True
return bindparam._compiler_dispatch(self)
def _get_colparams(self, stmt):
"""create a set of tuples representing column/string pairs for use
in an INSERT or UPDATE statement.
Also generates the Compiled object's postfetch, prefetch, and
returning column collections, used for default handling and ultimately
populating the ResultProxy's prefetch_cols() and postfetch_cols()
collections.
"""
self.postfetch = []
self.prefetch = []
self.returning = []
# no parameters in the statement, no parameters in the
# compiled params - return binds for all columns
if self.column_keys is None and stmt.parameters is None:
return [
(c, self._create_crud_bind_param(c,
None, required=True))
for c in stmt.table.columns
]
required = object()
# if we have statement parameters - set defaults in the
# compiled params
if self.column_keys is None:
parameters = {}
else:
parameters = dict((sql._column_as_key(key), required)
for key in self.column_keys
if not stmt.parameters or
key not in stmt.parameters)
if stmt.parameters is not None:
for k, v in stmt.parameters.iteritems():
parameters.setdefault(sql._column_as_key(k), v)
# create a list of column assignment clauses as tuples
values = []
need_pks = self.isinsert and \
not self.inline and \
not stmt._returning
implicit_returning = need_pks and \
self.dialect.implicit_returning and \
stmt.table.implicit_returning
postfetch_lastrowid = need_pks and self.dialect.postfetch_lastrowid
# iterating through columns at the top to maintain ordering.
# otherwise we might iterate through individual sets of
# "defaults", "primary key cols", etc.
for c in stmt.table.columns:
if c.key in parameters:
value = parameters[c.key]
if sql._is_literal(value):
value = self._create_crud_bind_param(
c, value, required=value is required)
elif c.primary_key and implicit_returning:
self.returning.append(c)
value = self.process(value.self_group())
else:
self.postfetch.append(c)
value = self.process(value.self_group())
values.append((c, value))
elif self.isinsert:
if c.primary_key and \
need_pks and \
(
implicit_returning or
not postfetch_lastrowid or
c is not stmt.table._autoincrement_column
):
if implicit_returning:
if c.default is not None:
if c.default.is_sequence:
if self.dialect.supports_sequences and \
(not c.default.optional or \
not self.dialect.sequences_optional):
proc = self.process(c.default)
values.append((c, proc))
self.returning.append(c)
elif c.default.is_clause_element:
values.append(
(c,
self.process(c.default.arg.self_group()))
)
self.returning.append(c)
else:
values.append(
(c, self._create_crud_bind_param(c, None))
)
self.prefetch.append(c)
else:
self.returning.append(c)
else:
if c.default is not None or \
c is stmt.table._autoincrement_column and (
self.dialect.supports_sequences or
self.dialect.preexecute_autoincrement_sequences
):
values.append(
(c, self._create_crud_bind_param(c, None))
)
self.prefetch.append(c)
elif c.default is not None:
if c.default.is_sequence:
if self.dialect.supports_sequences and \
(not c.default.optional or \
not self.dialect.sequences_optional):
proc = self.process(c.default)
values.append((c, proc))
if not c.primary_key:
self.postfetch.append(c)
elif c.default.is_clause_element:
values.append(
(c, self.process(c.default.arg.self_group()))
)
if not c.primary_key:
# dont add primary key column to postfetch
self.postfetch.append(c)
else:
values.append(
(c, self._create_crud_bind_param(c, None))
)
self.prefetch.append(c)
elif c.server_default is not None:
if not c.primary_key:
self.postfetch.append(c)
elif self.isupdate:
if c.onupdate is not None and not c.onupdate.is_sequence:
if c.onupdate.is_clause_element:
values.append(
(c, self.process(c.onupdate.arg.self_group()))
)
self.postfetch.append(c)
else:
values.append(
(c, self._create_crud_bind_param(c, None))
)
self.prefetch.append(c)
elif c.server_onupdate is not None:
self.postfetch.append(c)
return values
def visit_delete(self, delete_stmt):
self.stack.append({'from': set([delete_stmt.table])})
self.isdelete = True
text = "DELETE FROM " + self.preparer.format_table(delete_stmt.table)
if delete_stmt._returning:
self.returning = delete_stmt._returning
if self.returning_precedes_values:
text += " " + self.returning_clause(
delete_stmt, delete_stmt._returning)
if delete_stmt._whereclause is not None:
text += " WHERE " + self.process(delete_stmt._whereclause)
if self.returning and not self.returning_precedes_values:
text += " " + self.returning_clause(
delete_stmt, delete_stmt._returning)
self.stack.pop(-1)
return text
def visit_savepoint(self, savepoint_stmt):
return "SAVEPOINT %s" % self.preparer.format_savepoint(savepoint_stmt)
def visit_rollback_to_savepoint(self, savepoint_stmt):
return "ROLLBACK TO SAVEPOINT %s" % \
self.preparer.format_savepoint(savepoint_stmt)
def visit_release_savepoint(self, savepoint_stmt):
return "RELEASE SAVEPOINT %s" % \
self.preparer.format_savepoint(savepoint_stmt)
class DDLCompiler(engine.Compiled):
@util.memoized_property
def sql_compiler(self):
return self.dialect.statement_compiler(self.dialect, None)
@property
def preparer(self):
return self.dialect.identifier_preparer
def construct_params(self, params=None):
return None
def visit_ddl(self, ddl, **kwargs):
# table events can substitute table and schema name
context = ddl.context
if isinstance(ddl.target, schema.Table):
context = context.copy()
preparer = self.dialect.identifier_preparer
path = preparer.format_table_seq(ddl.target)
if len(path) == 1:
table, sch = path[0], ''
else:
table, sch = path[-1], path[0]
context.setdefault('table', table)
context.setdefault('schema', sch)
context.setdefault('fullname', preparer.format_table(ddl.target))
return self.sql_compiler.post_process_text(ddl.statement % context)
def visit_create_table(self, create):
table = create.element
preparer = self.dialect.identifier_preparer
text = "\n" + " ".join(['CREATE'] + \
table._prefixes + \
['TABLE',
preparer.format_table(table),
"("])
separator = "\n"
# if only one primary key, specify it along with the column
first_pk = False
for column in table.columns:
text += separator
separator = ", \n"
text += "\t" + self.get_column_specification(
column,
first_pk=column.primary_key and \
not first_pk
)
if column.primary_key:
first_pk = True
const = " ".join(self.process(constraint) \
for constraint in column.constraints)
if const:
text += " " + const
const = self.create_table_constraints(table)
if const:
text += ", \n\t" + const
text += "\n)%s\n\n" % self.post_create_table(table)
return text
def create_table_constraints(self, table):
# On some DB order is significant: visit PK first, then the
# other constraints (engine.ReflectionTest.testbasic failed on FB2)
constraints = []
if table.primary_key:
constraints.append(table.primary_key)
constraints.extend([c for c in table._sorted_constraints
if c is not table.primary_key])
return ", \n\t".join(p for p in
(self.process(constraint)
for constraint in constraints
if (
constraint._create_rule is None or
constraint._create_rule(self))
and (
not self.dialect.supports_alter or
not getattr(constraint, 'use_alter', False)
)) if p is not None
)
def visit_drop_table(self, drop):
return "\nDROP TABLE " + self.preparer.format_table(drop.element)
def _index_identifier(self, ident):
if isinstance(ident, sql._generated_label):
max = self.dialect.max_index_name_length or \
self.dialect.max_identifier_length
if len(ident) > max:
return ident[0:max - 8] + \
"_" + util.md5_hex(ident)[-4:]
else:
return ident
else:
self.dialect.validate_identifier(ident)
return ident
def visit_create_index(self, create):
index = create.element
preparer = self.preparer
text = "CREATE "
if index.unique:
text += "UNIQUE "
text += "INDEX %s ON %s (%s)" \
% (preparer.quote(self._index_identifier(index.name),
index.quote),
preparer.format_table(index.table),
', '.join(preparer.quote(c.name, c.quote)
for c in index.columns))
return text
def visit_drop_index(self, drop):
index = drop.element
return "\nDROP INDEX " + \
self.preparer.quote(
self._index_identifier(index.name), index.quote)
def visit_add_constraint(self, create):
preparer = self.preparer
return "ALTER TABLE %s ADD %s" % (
self.preparer.format_table(create.element.table),
self.process(create.element)
)
def visit_create_sequence(self, create):
text = "CREATE SEQUENCE %s" % \
self.preparer.format_sequence(create.element)
if create.element.increment is not None:
text += " INCREMENT BY %d" % create.element.increment
if create.element.start is not None:
text += " START WITH %d" % create.element.start
return text
def visit_drop_sequence(self, drop):
return "DROP SEQUENCE %s" % \
self.preparer.format_sequence(drop.element)
def visit_drop_constraint(self, drop):
preparer = self.preparer
return "ALTER TABLE %s DROP CONSTRAINT %s%s" % (
self.preparer.format_table(drop.element.table),
self.preparer.format_constraint(drop.element),
drop.cascade and " CASCADE" or ""
)
def get_column_specification(self, column, **kwargs):
colspec = self.preparer.format_column(column) + " " + \
self.dialect.type_compiler.process(column.type)
default = self.get_column_default_string(column)
if default is not None:
colspec += " DEFAULT " + default
if not column.nullable:
colspec += " NOT NULL"
return colspec
def post_create_table(self, table):
return ''
def get_column_default_string(self, column):
if isinstance(column.server_default, schema.DefaultClause):
if isinstance(column.server_default.arg, basestring):
return "'%s'" % column.server_default.arg
else:
return self.sql_compiler.process(column.server_default.arg)
else:
return None
def visit_check_constraint(self, constraint):
text = ""
if constraint.name is not None:
text += "CONSTRAINT %s " % \
self.preparer.format_constraint(constraint)
sqltext = sql_util.expression_as_ddl(constraint.sqltext)
text += "CHECK (%s)" % self.sql_compiler.process(sqltext)
text += self.define_constraint_deferrability(constraint)
return text
def visit_column_check_constraint(self, constraint):
text = "CHECK (%s)" % constraint.sqltext
text += self.define_constraint_deferrability(constraint)
return text
def visit_primary_key_constraint(self, constraint):
if len(constraint) == 0:
return ''
text = ""
if constraint.name is not None:
text += "CONSTRAINT %s " % \
self.preparer.format_constraint(constraint)
text += "PRIMARY KEY "
text += "(%s)" % ', '.join(self.preparer.quote(c.name, c.quote)
for c in constraint)
text += self.define_constraint_deferrability(constraint)
return text
def visit_foreign_key_constraint(self, constraint):
preparer = self.dialect.identifier_preparer
text = ""
if constraint.name is not None:
text += "CONSTRAINT %s " % \
preparer.format_constraint(constraint)
remote_table = list(constraint._elements.values())[0].column.table
text += "FOREIGN KEY(%s) REFERENCES %s (%s)" % (
', '.join(preparer.quote(f.parent.name, f.parent.quote)
for f in constraint._elements.values()),
self.define_constraint_remote_table(
constraint, remote_table, preparer),
', '.join(preparer.quote(f.column.name, f.column.quote)
for f in constraint._elements.values())
)
text += self.define_constraint_cascades(constraint)
text += self.define_constraint_deferrability(constraint)
return text
def define_constraint_remote_table(self, constraint, table, preparer):
"""Format the remote table clause of a CREATE CONSTRAINT clause."""
return preparer.format_table(table)
def visit_unique_constraint(self, constraint):
text = ""
if constraint.name is not None:
text += "CONSTRAINT %s " % \
self.preparer.format_constraint(constraint)
text += "UNIQUE (%s)" % (
', '.join(self.preparer.quote(c.name, c.quote)
for c in constraint))
text += self.define_constraint_deferrability(constraint)
return text
def define_constraint_cascades(self, constraint):
text = ""
if constraint.ondelete is not None:
text += " ON DELETE %s" % constraint.ondelete
if constraint.onupdate is not None:
text += " ON UPDATE %s" % constraint.onupdate
return text
def define_constraint_deferrability(self, constraint):
text = ""
if constraint.deferrable is not None:
if constraint.deferrable:
text += " DEFERRABLE"
else:
text += " NOT DEFERRABLE"
if constraint.initially is not None:
text += " INITIALLY %s" % constraint.initially
return text
class GenericTypeCompiler(engine.TypeCompiler):
def visit_CHAR(self, type_):
return "CHAR" + (type_.length and "(%d)" % type_.length or "")
def visit_NCHAR(self, type_):
return "NCHAR" + (type_.length and "(%d)" % type_.length or "")
def visit_FLOAT(self, type_):
return "FLOAT"
def visit_REAL(self, type_):
return "REAL"
def visit_NUMERIC(self, type_):
if type_.precision is None:
return "NUMERIC"
elif type_.scale is None:
return "NUMERIC(%(precision)s)" % \
{'precision': type_.precision}
else:
return "NUMERIC(%(precision)s, %(scale)s)" % \
{'precision': type_.precision,
'scale' : type_.scale}
def visit_DECIMAL(self, type_):
return "DECIMAL"
def visit_INTEGER(self, type_):
return "INTEGER"
def visit_SMALLINT(self, type_):
return "SMALLINT"
def visit_BIGINT(self, type_):
return "BIGINT"
def visit_TIMESTAMP(self, type_):
return 'TIMESTAMP'
def visit_DATETIME(self, type_):
return "DATETIME"
def visit_DATE(self, type_):
return "DATE"
def visit_TIME(self, type_):
return "TIME"
def visit_CLOB(self, type_):
return "CLOB"
def visit_NCLOB(self, type_):
return "NCLOB"
def visit_VARCHAR(self, type_):
return "VARCHAR" + (type_.length and "(%d)" % type_.length or "")
def visit_NVARCHAR(self, type_):
return "NVARCHAR" + (type_.length and "(%d)" % type_.length or "")
def visit_BLOB(self, type_):
return "BLOB"
def visit_BINARY(self, type_):
return "BINARY" + (type_.length and "(%d)" % type_.length or "")
def visit_VARBINARY(self, type_):
return "VARBINARY" + (type_.length and "(%d)" % type_.length or "")
def visit_BOOLEAN(self, type_):
return "BOOLEAN"
def visit_TEXT(self, type_):
return "TEXT"
def visit_large_binary(self, type_):
return self.visit_BLOB(type_)
def visit_boolean(self, type_):
return self.visit_BOOLEAN(type_)
def visit_time(self, type_):
return self.visit_TIME(type_)
def visit_datetime(self, type_):
return self.visit_DATETIME(type_)
def visit_date(self, type_):
return self.visit_DATE(type_)
def visit_big_integer(self, type_):
return self.visit_BIGINT(type_)
def visit_small_integer(self, type_):
return self.visit_SMALLINT(type_)
def visit_integer(self, type_):
return self.visit_INTEGER(type_)
def visit_real(self, type_):
return self.visit_REAL(type_)
def visit_float(self, type_):
return self.visit_FLOAT(type_)
def visit_numeric(self, type_):
return self.visit_NUMERIC(type_)
def visit_string(self, type_):
return self.visit_VARCHAR(type_)
def visit_unicode(self, type_):
return self.visit_VARCHAR(type_)
def visit_text(self, type_):
return self.visit_TEXT(type_)
def visit_unicode_text(self, type_):
return self.visit_TEXT(type_)
def visit_enum(self, type_):
return self.visit_VARCHAR(type_)
def visit_null(self, type_):
raise NotImplementedError("Can't generate DDL for the null type")
def visit_type_decorator(self, type_):
return self.process(type_.type_engine(self.dialect))
def visit_user_defined(self, type_):
return type_.get_col_spec()
class IdentifierPreparer(object):
"""Handle quoting and case-folding of identifiers based on options."""
reserved_words = RESERVED_WORDS
legal_characters = LEGAL_CHARACTERS
illegal_initial_characters = ILLEGAL_INITIAL_CHARACTERS
def __init__(self, dialect, initial_quote='"',
final_quote=None, escape_quote='"', omit_schema=False):
"""Construct a new ``IdentifierPreparer`` object.
initial_quote
Character that begins a delimited identifier.
final_quote
Character that ends a delimited identifier. Defaults to
`initial_quote`.
omit_schema
Prevent prepending schema name. Useful for databases that do
not support schemae.
"""
self.dialect = dialect
self.initial_quote = initial_quote
self.final_quote = final_quote or self.initial_quote
self.escape_quote = escape_quote
self.escape_to_quote = self.escape_quote * 2
self.omit_schema = omit_schema
self._strings = {}
def _escape_identifier(self, value):
"""Escape an identifier.
Subclasses should override this to provide database-dependent
escaping behavior.
"""
return value.replace(self.escape_quote, self.escape_to_quote)
def _unescape_identifier(self, value):
"""Canonicalize an escaped identifier.
Subclasses should override this to provide database-dependent
unescaping behavior that reverses _escape_identifier.
"""
return value.replace(self.escape_to_quote, self.escape_quote)
def quote_identifier(self, value):
"""Quote an identifier.
Subclasses should override this to provide database-dependent
quoting behavior.
"""
return self.initial_quote + \
self._escape_identifier(value) + \
self.final_quote
def _requires_quotes(self, value):
"""Return True if the given identifier requires quoting."""
lc_value = value.lower()
return (lc_value in self.reserved_words
or value[0] in self.illegal_initial_characters
or not self.legal_characters.match(unicode(value))
or (lc_value != value))
def quote_schema(self, schema, force):
"""Quote a schema.
Subclasses should override this to provide database-dependent
quoting behavior.
"""
return self.quote(schema, force)
def quote(self, ident, force):
if force is None:
if ident in self._strings:
return self._strings[ident]
else:
if self._requires_quotes(ident):
self._strings[ident] = self.quote_identifier(ident)
else:
self._strings[ident] = ident
return self._strings[ident]
elif force:
return self.quote_identifier(ident)
else:
return ident
def format_sequence(self, sequence, use_schema=True):
name = self.quote(sequence.name, sequence.quote)
if not self.omit_schema and use_schema and \
sequence.schema is not None:
name = self.quote_schema(sequence.schema, sequence.quote) + \
"." + name
return name
def format_label(self, label, name=None):
return self.quote(name or label.name, label.quote)
def format_alias(self, alias, name=None):
return self.quote(name or alias.name, alias.quote)
def format_savepoint(self, savepoint, name=None):
return self.quote(name or savepoint.ident, savepoint.quote)
def format_constraint(self, constraint):
return self.quote(constraint.name, constraint.quote)
def format_table(self, table, use_schema=True, name=None):
"""Prepare a quoted table and schema name."""
if name is None:
name = table.name
result = self.quote(name, table.quote)
if not self.omit_schema and use_schema \
and getattr(table, "schema", None):
result = self.quote_schema(table.schema, table.quote_schema) + \
"." + result
return result
def format_column(self, column, use_table=False,
name=None, table_name=None):
"""Prepare a quoted column name."""
if name is None:
name = column.name
if not getattr(column, 'is_literal', False):
if use_table:
return self.format_table(
column.table, use_schema=False,
name=table_name) + "." + \
self.quote(name, column.quote)
else:
return self.quote(name, column.quote)
else:
# literal textual elements get stuck into ColumnClause alot,
# which shouldnt get quoted
if use_table:
return self.format_table(column.table,
use_schema=False, name=table_name) + '.' + name
else:
return name
def format_table_seq(self, table, use_schema=True):
"""Format table name and schema as a tuple."""
# Dialects with more levels in their fully qualified references
# ('database', 'owner', etc.) could override this and return
# a longer sequence.
if not self.omit_schema and use_schema and \
getattr(table, 'schema', None):
return (self.quote_schema(table.schema, table.quote_schema),
self.format_table(table, use_schema=False))
else:
return (self.format_table(table, use_schema=False), )
@util.memoized_property
def _r_identifiers(self):
initial, final, escaped_final = \
[re.escape(s) for s in
(self.initial_quote, self.final_quote,
self._escape_identifier(self.final_quote))]
r = re.compile(
r'(?:'
r'(?:%(initial)s((?:%(escaped)s|[^%(final)s])+)%(final)s'
r'|([^\.]+))(?=\.|$))+' %
{ 'initial': initial,
'final': final,
'escaped': escaped_final })
return r
def unformat_identifiers(self, identifiers):
"""Unpack 'schema.table.column'-like strings into components."""
r = self._r_identifiers
return [self._unescape_identifier(i)
for i in [a or b for a, b in r.findall(identifiers)]]