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# SQL code generation
2

    
3
import copy
4
import operator
5
from ordereddict import OrderedDict
6
import re
7
import UserDict
8
import warnings
9

    
10
import dicts
11
import exc
12
import iters
13
import lists
14
import objects
15
import strings
16
import util
17

    
18
##### Names
19

    
20
identifier_max_len = 63 # works for both PostgreSQL and MySQL
21

    
22
def concat(str_, suffix):
23
    '''Preserves version so that it won't be truncated off the string, leading
24
    to collisions.'''
25
    # Preserve version
26
    match = re.match(r'^(.*?)((?:(?:#\d+)?\)?)*(?:\.\w+)?(?:::[\w ]+)*)$', str_)
27
    if match:
28
        str_, old_suffix = match.groups()
29
        suffix = old_suffix+suffix
30
    
31
    return strings.concat(str_, suffix, identifier_max_len)
32

    
33
def truncate(str_): return concat(str_, '')
34

    
35
def is_safe_name(name):
36
    '''A name is safe *and unambiguous* if it:
37
    * contains only *lowercase* word (\w) characters
38
    * doesn't start with a digit
39
    * contains "_", so that it's not a keyword
40
    '''
41
    return re.match(r'^(?=.*_)(?!\d)[^\WA-Z]+$', name)
42

    
43
def esc_name(name, quote='"'):
44
    return quote + name.replace(quote, quote+quote) + quote
45
        # doubling an embedded quote escapes it in both PostgreSQL and MySQL
46

    
47
def unesc_name(name, quote='"'):
48
    removed_ref = [False]
49
    name = strings.remove_prefix(quote, name, removed_ref)
50
    if removed_ref[0]:
51
        name = strings.remove_suffix(quote, name, removed_ref)
52
        assert removed_ref[0]
53
        name = name.replace(quote+quote, quote)
54
    return name
55

    
56
def clean_name(name): return name.replace('"', '').replace('`', '')
57

    
58
def esc_comment(comment): return '/*'+comment.replace('*/', '* /')+'*/'
59

    
60
def lstrip(str_):
61
    '''Also removes comments.'''
62
    if str_.startswith('/*'): comment, sep, str_ = str_.partition('*/')
63
    return str_.lstrip()
64

    
65
##### General SQL code objects
66

    
67
class MockDb:
68
    def esc_value(self, value): return strings.repr_no_u(value)
69
    
70
    def esc_name(self, name): return esc_name(name)
71
    
72
    def col_info(self, col):
73
        return TypedCol(col.name, '<type>', CustomCode('<default>'), True)
74

    
75
mockDb = MockDb()
76

    
77
class BasicObject(objects.BasicObject):
78
    def __init__(self, value): self.value = value
79
    
80
    def __str__(self): return clean_name(strings.repr_no_u(self))
81

    
82
##### Unparameterized code objects
83

    
84
class Code(BasicObject):
85
    def to_str(self, db): raise NotImplementedError()
86
    
87
    def __repr__(self): return self.to_str(mockDb)
88

    
89
class CustomCode(Code):
90
    def __init__(self, str_): self.str_ = str_
91
    
92
    def to_str(self, db): return self.str_
93

    
94
def as_Code(value, db=None):
95
    '''
96
    @param db If set, runs db.std_code() on the value.
97
    '''
98
    if util.is_str(value):
99
        if db != None: value = db.std_code(value)
100
        return CustomCode(value)
101
    else: return Literal(value)
102

    
103
class Expr(Code):
104
    def __init__(self, expr): self.expr = expr
105
    
106
    def to_str(self, db): return '('+self.expr.to_str(db)+')'
107

    
108
##### Names
109

    
110
class Name(Code):
111
    def __init__(self, name):
112
        name = truncate(name)
113
        
114
        self.name = name
115
    
116
    def to_str(self, db): return db.esc_name(self.name)
117

    
118
def as_Name(value):
119
    if isinstance(value, Code): return value
120
    else: return Name(value)
121

    
122
##### Literal values
123

    
124
class Literal(Code):
125
    def __init__(self, value): self.value = value
126
    
127
    def to_str(self, db): return db.esc_value(self.value)
128

    
129
def as_Value(value):
130
    if isinstance(value, Code): return value
131
    else: return Literal(value)
132

    
133
def is_null(value): return isinstance(value, Literal) and value.value == None
134

    
135
##### Derived elements
136

    
137
src_self = object() # tells Col that it is its own source column
138

    
139
class Derived(Code):
140
    def __init__(self, srcs):
141
        '''An element which was derived from some other element(s).
142
        @param srcs See self.set_srcs()
143
        '''
144
        self.set_srcs(srcs)
145
    
146
    def set_srcs(self, srcs, overwrite=True):
147
        '''
148
        @param srcs (self_type...)|src_self The element(s) this is derived from
149
        '''
150
        if not overwrite and self.srcs != (): return # already set
151
        
152
        if srcs == src_self: srcs = (self,)
153
        srcs = tuple(srcs) # make Col hashable
154
        self.srcs = srcs
155
    
156
    def _compare_on(self):
157
        compare_on = self.__dict__.copy()
158
        del compare_on['srcs'] # ignore
159
        return compare_on
160

    
161
def cols_srcs(cols): return lists.uniqify(iters.flatten((v.srcs for v in cols)))
162

    
163
##### Tables
164

    
165
class Table(Derived):
166
    def __init__(self, name, schema=None, srcs=(), is_temp=False):
167
        '''
168
        @param schema str|None (for no schema)
169
        @param srcs (Table...)|src_self See Derived.set_srcs()
170
        '''
171
        Derived.__init__(self, srcs)
172
        
173
        if util.is_str(name): name = truncate(name)
174
        
175
        self.name = name
176
        self.schema = schema
177
        self.is_temp = is_temp
178
        self.index_cols = {}
179
    
180
    def to_str(self, db):
181
        str_ = ''
182
        if self.schema != None: str_ += as_Name(self.schema).to_str(db)+'.'
183
        str_ += as_Name(self.name).to_str(db)
184
        return str_
185
    
186
    def to_Table(self): return self
187
    
188
    def _compare_on(self):
189
        compare_on = Derived._compare_on(self)
190
        del compare_on['index_cols'] # ignore
191
        return compare_on
192

    
193
def is_underlying_table(table):
194
    return isinstance(table, Table) and table.to_Table() is table
195

    
196
class NoUnderlyingTableException(Exception): pass
197

    
198
def underlying_table(table):
199
    table = remove_table_rename(table)
200
    if not is_underlying_table(table): raise NoUnderlyingTableException
201
    return table
202

    
203
def as_Table(table, schema=None):
204
    if table == None or isinstance(table, Code): return table
205
    else: return Table(table, schema)
206

    
207
def suffixed_table(table, suffix):
208
    table = copy.copy(table) # don't modify input!
209
    table.name = concat(table.name, suffix)
210
    return table
211

    
212
class NamedTable(Table):
213
    def __init__(self, name, code, cols=None):
214
        Table.__init__(self, name)
215
        
216
        code = as_Table(code)
217
        if not isinstance(code, (Table, FunctionCall, Expr)): code = Expr(code)
218
        if cols != None: cols = [to_name_only_col(c).to_Col() for c in cols]
219
        
220
        self.code = code
221
        self.cols = cols
222
    
223
    def to_str(self, db):
224
        str_ = self.code.to_str(db)
225
        if str_.find('\n') >= 0: whitespace = '\n'
226
        else: whitespace = ' '
227
        str_ += whitespace+'AS '+Table.to_str(self, db)
228
        if self.cols != None:
229
            str_ += ' ('+(', '.join((c.to_str(db) for c in self.cols)))+')'
230
        return str_
231
    
232
    def to_Table(self): return Table(self.name)
233

    
234
def remove_table_rename(table):
235
    if isinstance(table, NamedTable): table = table.code
236
    return table
237

    
238
##### Columns
239

    
240
class Col(Derived):
241
    def __init__(self, name, table=None, srcs=()):
242
        '''
243
        @param table Table|None (for no table)
244
        @param srcs (Col...)|src_self See Derived.set_srcs()
245
        '''
246
        Derived.__init__(self, srcs)
247
        
248
        if util.is_str(name): name = truncate(name)
249
        if util.is_str(table): table = Table(table)
250
        assert table == None or isinstance(table, Table)
251
        
252
        self.name = name
253
        self.table = table
254
    
255
    def to_str(self, db, for_str=False):
256
        str_ = as_Name(self.name).to_str(db)
257
        if for_str: str_ = clean_name(str_)
258
        if self.table != None:
259
            table = self.table.to_Table()
260
            if for_str: str_ = concat(str(table), '.'+str_)
261
            else: str_ = table.to_str(db)+'.'+str_
262
        return str_
263
    
264
    def __str__(self): return self.to_str(mockDb, for_str=True)
265
    
266
    def to_Col(self): return self
267

    
268
def is_table_col(col): return isinstance(col, Col) and col.table != None
269

    
270
def index_col(col):
271
    if not is_table_col(col): return None
272
    
273
    table = col.table
274
    try: name = table.index_cols[col.name]
275
    except KeyError: return None
276
    else: return Col(name, table, col.srcs)
277

    
278
def is_temp_col(col): return is_table_col(col) and col.table.is_temp
279

    
280
def as_Col(col, table=None, name=None):
281
    '''
282
    @param name If not None, any non-Col input will be renamed using NamedCol.
283
    '''
284
    if name != None:
285
        col = as_Value(col)
286
        if not isinstance(col, Col): col = NamedCol(name, col)
287
    
288
    if isinstance(col, Code): return col
289
    else: return Col(col, table)
290

    
291
def with_table(col, table):
292
    if isinstance(col, NamedCol): pass # doesn't take a table
293
    elif isinstance(col, FunctionCall):
294
        col = copy.deepcopy(col) # don't modify input!
295
        col.args[0].table = table
296
    else:
297
        col = copy.copy(col) # don't modify input!
298
        col.table = table
299
    return col
300

    
301
def with_default_table(col, table):
302
    col = as_Col(col)
303
    if col.table == None: col = with_table(col, table)
304
    return col
305

    
306
def set_cols_table(table, cols):
307
    table = as_Table(table)
308
    
309
    for i, col in enumerate(cols):
310
        col = cols[i] = as_Col(col)
311
        col.table = table
312

    
313
def to_name_only_col(col, check_table=None):
314
    col = as_Col(col)
315
    if not is_table_col(col): return col
316
    
317
    if check_table != None:
318
        table = col.table
319
        assert table == None or table == check_table
320
    return Col(col.name)
321

    
322
def suffixed_col(col, suffix):
323
    return Col(concat(col.name, suffix), col.table, col.srcs)
324

    
325
class NamedCol(Col):
326
    def __init__(self, name, code):
327
        Col.__init__(self, name)
328
        
329
        code = as_Value(code)
330
        
331
        self.code = code
332
    
333
    def to_str(self, db):
334
        return self.code.to_str(db)+' AS '+Col.to_str(self, db)
335
    
336
    def to_Col(self): return Col(self.name)
337

    
338
def remove_col_rename(col):
339
    if isinstance(col, NamedCol): col = col.code
340
    return col
341

    
342
def underlying_col(col):
343
    col = remove_col_rename(col)
344
    if not isinstance(col, Col): raise NoUnderlyingTableException
345
    
346
    return Col(col.name, underlying_table(col.table), col.srcs)
347

    
348
def wrap(wrap_func, value):
349
    '''Wraps a value, propagating any column renaming to the returned value.'''
350
    if isinstance(value, NamedCol):
351
        return NamedCol(value.name, wrap_func(value.code))
352
    else: return wrap_func(value)
353

    
354
class ColDict(dicts.DictProxy):
355
    '''A dict that automatically makes inserted entries Col objects'''
356
    
357
    def __init__(self, db, keys_table, dict_={}):
358
        dicts.DictProxy.__init__(self, OrderedDict())
359
        
360
        keys_table = as_Table(keys_table)
361
        
362
        self.db = db
363
        self.table = keys_table
364
        self.update(dict_) # after setting vars because __setitem__() needs them
365
    
366
    def copy(self): return ColDict(self.db, self.table, self.inner.copy())
367
    
368
    def __getitem__(self, key):
369
        return dicts.DictProxy.__getitem__(self, self._key(key))
370
    
371
    def __setitem__(self, key, value):
372
        key = self._key(key)
373
        if value == None: value = self.db.col_info(key).default
374
        dicts.DictProxy.__setitem__(self, key, as_Col(value, name=key.name))
375
    
376
    def _key(self, key): return as_Col(key, self.table)
377

    
378
##### Functions
379

    
380
Function = Table
381
as_Function = as_Table
382

    
383
class InternalFunction(CustomCode): pass
384

    
385
class NamedArg(NamedCol):
386
    def __init__(self, name, value):
387
        NamedCol.__init__(self, name, value)
388
    
389
    def to_str(self, db):
390
        return Col.to_str(self, db)+' := '+self.code.to_str(db)
391

    
392
class FunctionCall(Code):
393
    def __init__(self, function, *args, **kw_args):
394
        '''
395
        @param args [Code|literal-value...] The function's arguments
396
        '''
397
        function = as_Function(function)
398
        def filter_(arg): return remove_col_rename(as_Value(arg))
399
        args = map(filter_, args)
400
        args += [NamedArg(k, filter_(v)) for k, v in kw_args.iteritems()]
401
        
402
        self.function = function
403
        self.args = args
404
    
405
    def to_str(self, db):
406
        args_str = ', '.join((v.to_str(db) for v in self.args))
407
        return self.function.to_str(db)+'('+args_str+')'
408

    
409
def wrap_in_func(function, value):
410
    '''Wraps a value inside a function call.
411
    Propagates any column renaming to the returned value.
412
    '''
413
    return wrap(lambda v: FunctionCall(function, v), value)
414

    
415
def unwrap_func_call(func_call, check_name=None):
416
    '''Unwraps any function call to its first argument.
417
    Also removes any column renaming.
418
    '''
419
    func_call = remove_col_rename(func_call)
420
    if not isinstance(func_call, FunctionCall): return func_call
421
    
422
    if check_name != None:
423
        name = func_call.function.name
424
        assert name == None or name == check_name
425
    return func_call.args[0]
426

    
427
##### Casts
428

    
429
class Cast(FunctionCall):
430
    def __init__(self, type_, value):
431
        value = as_Value(value)
432
        
433
        self.type_ = type_
434
        self.value = value
435
    
436
    def to_str(self, db):
437
        return 'CAST('+self.value.to_str(db)+' AS '+self.type_+')'
438

    
439
def cast_literal(value):
440
    if not isinstance(value, Literal): return value
441
    
442
    if util.is_str(value.value): value = Cast('text', value)
443
    return value
444

    
445
##### Conditions
446

    
447
class NotCond(Code):
448
    def __init__(self, cond):
449
        self.cond = cond
450
    
451
    def to_str(self, db): return 'NOT '+self.cond.to_str(db)
452

    
453
class ColValueCond(Code):
454
    def __init__(self, col, value):
455
        value = as_ValueCond(value)
456
        
457
        self.col = col
458
        self.value = value
459
    
460
    def to_str(self, db): return self.value.to_str(db, self.col)
461

    
462
def combine_conds(conds, keyword=None):
463
    '''
464
    @param keyword The keyword to add before the conditions, if any
465
    '''
466
    str_ = ''
467
    if keyword != None:
468
        if conds == []: whitespace = ''
469
        elif len(conds) == 1: whitespace = ' '
470
        else: whitespace = '\n'
471
        str_ += keyword+whitespace
472
    
473
    str_ += '\nAND '.join(conds)
474
    return str_
475

    
476
##### Condition column comparisons
477

    
478
class ValueCond(BasicObject):
479
    def __init__(self, value):
480
        value = remove_col_rename(as_Value(value))
481
        
482
        self.value = value
483
    
484
    def to_str(self, db, left_value):
485
        '''
486
        @param left_value The Code object that the condition is being applied on
487
        '''
488
        raise NotImplemented()
489
    
490
    def __repr__(self): return self.to_str(mockDb, '<left_value>')
491

    
492
class CompareCond(ValueCond):
493
    def __init__(self, value, operator='='):
494
        '''
495
        @param operator By default, compares NULL values literally. Use '~=' or
496
            '~!=' to pass NULLs through.
497
        '''
498
        ValueCond.__init__(self, value)
499
        self.operator = operator
500
    
501
    def to_str(self, db, left_value):
502
        left_value = remove_col_rename(as_Col(left_value))
503
        
504
        right_value = self.value
505
        
506
        # Parse operator
507
        operator = self.operator
508
        passthru_null_ref = [False]
509
        operator = strings.remove_prefix('~', operator, passthru_null_ref)
510
        neg_ref = [False]
511
        operator = strings.remove_prefix('!', operator, neg_ref)
512
        equals = operator.endswith('=') # also includes <=, >=
513
        
514
        # Handle nullable columns
515
        check_null = False
516
        if not passthru_null_ref[0]: # NULLs compare equal
517
            try: left_value = ensure_not_null(db, left_value)
518
            except ensure_not_null_excs: # fall back to alternate method
519
                check_null = equals and isinstance(right_value, Col)
520
            else:
521
                if isinstance(left_value, EnsureNotNull):
522
                    right_value = ensure_not_null(db, right_value,
523
                        left_value.type) # apply same function to both sides
524
        
525
        if equals and is_null(right_value): operator = 'IS'
526
        
527
        left = left_value.to_str(db)
528
        right = right_value.to_str(db)
529
        
530
        # Create str
531
        str_ = left+' '+operator+' '+right
532
        if check_null:
533
            str_ = '('+str_+' OR ('+left+' IS NULL AND '+right+' IS NULL))'
534
        if neg_ref[0]: str_ = 'NOT '+str_
535
        return str_
536

    
537
# Tells as_ValueCond() to assume a non-ValueCond is a literal value
538
assume_literal = object()
539

    
540
def as_ValueCond(value, default_table=assume_literal):
541
    if not isinstance(value, ValueCond):
542
        if default_table is not assume_literal:
543
            value = with_default_table(value, default_table)
544
        return CompareCond(value)
545
    else: return value
546

    
547
##### Joins
548

    
549
join_same = object() # tells Join the left and right columns have the same name
550

    
551
# Tells Join the left and right columns have the same name and are never NULL
552
join_same_not_null = object()
553

    
554
filter_out = object() # tells Join to filter out rows that match the join
555

    
556
class Join(BasicObject):
557
    def __init__(self, table, mapping={}, type_=None):
558
        '''
559
        @param mapping dict(right_table_col=left_table_col, ...)
560
            * if left_table_col is join_same: left_table_col = right_table_col
561
              * Note that right_table_col must be a string
562
            * if left_table_col is join_same_not_null:
563
              left_table_col = right_table_col and both have NOT NULL constraint
564
              * Note that right_table_col must be a string
565
        @param type_ None (for plain join)|str (e.g. 'LEFT')|filter_out
566
            * filter_out: equivalent to 'LEFT' with the query filtered by
567
              `table_pkey IS NULL` (indicating no match)
568
        '''
569
        if util.is_str(table): table = Table(table)
570
        assert type_ == None or util.is_str(type_) or type_ is filter_out
571
        
572
        self.table = table
573
        self.mapping = mapping
574
        self.type_ = type_
575
    
576
    def to_str(self, db, left_table_):
577
        def join(entry):
578
            '''Parses non-USING joins'''
579
            right_table_col, left_table_col = entry
580
            
581
            # Switch order (right_table_col is on the left in the comparison)
582
            left = right_table_col
583
            right = left_table_col
584
            left_table = self.table
585
            right_table = left_table_
586
            
587
            # Parse left side
588
            left = with_default_table(left, left_table)
589
            
590
            # Parse special values
591
            left_on_right = Col(left.name, right_table)
592
            if right is join_same: right = left_on_right
593
            elif right is join_same_not_null:
594
                right = CompareCond(left_on_right, '~=')
595
            
596
            # Parse right side
597
            right = as_ValueCond(right, right_table)
598
            
599
            return right.to_str(db, left)
600
        
601
        # Create join condition
602
        type_ = self.type_
603
        joins = self.mapping
604
        if joins == {}: join_cond = None
605
        elif type_ is not filter_out and reduce(operator.and_,
606
            (v is join_same_not_null for v in joins.itervalues())):
607
            # all cols w/ USING, so can use simpler USING syntax
608
            cols = map(to_name_only_col, joins.iterkeys())
609
            join_cond = 'USING ('+(', '.join((c.to_str(db) for c in cols)))+')'
610
        else: join_cond = combine_conds(map(join, joins.iteritems()), 'ON')
611
        
612
        if isinstance(self.table, NamedTable): whitespace = '\n'
613
        else: whitespace = ' '
614
        
615
        # Create join
616
        if type_ is filter_out: type_ = 'LEFT'
617
        str_ = ''
618
        if type_ != None: str_ += type_+' '
619
        str_ += 'JOIN'+whitespace+self.table.to_str(db)
620
        if join_cond != None: str_ += whitespace+join_cond
621
        return str_
622
    
623
    def __repr__(self): return self.to_str(mockDb, '<left_table>')
624

    
625
##### Value exprs
626

    
627
all_cols = CustomCode('*')
628

    
629
default = CustomCode('DEFAULT')
630

    
631
row_count = FunctionCall(InternalFunction('COUNT'), all_cols)
632

    
633
class Coalesce(FunctionCall):
634
    def __init__(self, *args):
635
        FunctionCall.__init__(self, InternalFunction('COALESCE'), *args)
636

    
637
class Nullif(FunctionCall):
638
    def __init__(self, *args):
639
        FunctionCall.__init__(self, InternalFunction('NULLIF'), *args)
640

    
641
# See <http://www.postgresql.org/docs/8.3/static/datatype-numeric.html>
642
null_sentinels = {
643
    'character varying': r'\N',
644
    'double precision': 'NaN',
645
    'integer': 2147483647,
646
    'text': r'\N',
647
    'timestamp with time zone': 'infinity'
648
}
649

    
650
class EnsureNotNull(Coalesce):
651
    def __init__(self, value, type_):
652
        Coalesce.__init__(self, as_Col(value),
653
            Cast(type_, null_sentinels[type_]))
654
        
655
        self.type = type_
656
    
657
    def to_str(self, db):
658
        col = self.args[0]
659
        index_col_ = index_col(col)
660
        if index_col_ != None: return index_col_.to_str(db)
661
        return Coalesce.to_str(self, db)
662

    
663
##### Table exprs
664

    
665
class Values(Code):
666
    def __init__(self, values):
667
        '''
668
        @param values [...]|[[...], ...] Can be one or multiple rows.
669
        '''
670
        rows = values
671
        if len(values) >= 1 and not lists.is_seq(values[0]): # only one row
672
            rows = [values]
673
        for i, row in enumerate(rows):
674
            rows[i] = map(remove_col_rename, map(as_Value, row))
675
        
676
        self.rows = rows
677
    
678
    def to_str(self, db):
679
        def row_str(row):
680
            return '('+(', '.join((v.to_str(db) for v in row)))+')'
681
        return 'VALUES '+(', '.join(map(row_str, self.rows)))
682

    
683
def NamedValues(name, cols, values):
684
    '''
685
    @param cols None|[...]
686
    @post `cols` will be changed to Col objects with the table set to `name`.
687
    '''
688
    table = NamedTable(name, Values(values), cols)
689
    if cols != None: set_cols_table(table, cols)
690
    return table
691

    
692
##### Database structure
693

    
694
class TypedCol(Col):
695
    def __init__(self, name, type_, default=None, nullable=True,
696
        constraints=None):
697
        assert default == None or isinstance(default, Code)
698
        
699
        Col.__init__(self, name)
700
        
701
        self.type = type_
702
        self.default = default
703
        self.nullable = nullable
704
        self.constraints = constraints
705
    
706
    def to_str(self, db):
707
        str_ = Col.to_str(self, db)+' '+self.type
708
        if not self.nullable: str_ += ' NOT NULL'
709
        if self.default != None: str_ += ' DEFAULT '+self.default.to_str(db)
710
        if self.constraints != None: str_ += ' '+self.constraints
711
        return str_
712
    
713
    def to_Col(self): return Col(self.name)
714

    
715
ensure_not_null_excs = (NoUnderlyingTableException, KeyError)
716

    
717
def ensure_not_null(db, col, type_=None):
718
    '''
719
    @param col If type_ is not set, must have an underlying column.
720
    @param type_ If set, overrides the underlying column's type.
721
    @return EnsureNotNull|Col
722
    @throws ensure_not_null_excs
723
    '''
724
    nullable = True
725
    try: typed_col = db.col_info(underlying_col(col))
726
    except NoUnderlyingTableException:
727
        col = remove_col_rename(col)
728
        if isinstance(col, Literal) and not is_null(col): nullable = False
729
        elif type_ == None: raise
730
    else:
731
        if type_ == None: type_ = typed_col.type
732
        nullable = typed_col.nullable
733
    
734
    if nullable:
735
        try: col = EnsureNotNull(col, type_)
736
        except KeyError, e:
737
            # Warn of no null sentinel for type, even if caller catches error
738
            warnings.warn(UserWarning(exc.str_(e)))
739
            raise
740
    
741
    return col
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