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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_literal(value): return isinstance(value, Literal)
134

    
135
def is_null(value): return is_literal(value) and value.value == None
136

    
137
##### Derived elements
138

    
139
src_self = object() # tells Col that it is its own source column
140

    
141
class Derived(Code):
142
    def __init__(self, srcs):
143
        '''An element which was derived from some other element(s).
144
        @param srcs See self.set_srcs()
145
        '''
146
        self.set_srcs(srcs)
147
    
148
    def set_srcs(self, srcs, overwrite=True):
149
        '''
150
        @param srcs (self_type...)|src_self The element(s) this is derived from
151
        '''
152
        if not overwrite and self.srcs != (): return # already set
153
        
154
        if srcs == src_self: srcs = (self,)
155
        srcs = tuple(srcs) # make Col hashable
156
        self.srcs = srcs
157
    
158
    def _compare_on(self):
159
        compare_on = self.__dict__.copy()
160
        del compare_on['srcs'] # ignore
161
        return compare_on
162

    
163
def cols_srcs(cols): return lists.uniqify(iters.flatten((v.srcs for v in cols)))
164

    
165
##### Tables
166

    
167
class Table(Derived):
168
    def __init__(self, name, schema=None, srcs=(), is_temp=False):
169
        '''
170
        @param schema str|None (for no schema)
171
        @param srcs (Table...)|src_self See Derived.set_srcs()
172
        '''
173
        Derived.__init__(self, srcs)
174
        
175
        if util.is_str(name): name = truncate(name)
176
        
177
        self.name = name
178
        self.schema = schema
179
        self.is_temp = is_temp
180
        self.index_cols = {}
181
    
182
    def to_str(self, db):
183
        str_ = ''
184
        if self.schema != None: str_ += as_Name(self.schema).to_str(db)+'.'
185
        str_ += as_Name(self.name).to_str(db)
186
        return str_
187
    
188
    def to_Table(self): return self
189
    
190
    def _compare_on(self):
191
        compare_on = Derived._compare_on(self)
192
        del compare_on['index_cols'] # ignore
193
        return compare_on
194

    
195
def is_underlying_table(table):
196
    return isinstance(table, Table) and table.to_Table() is table
197

    
198
class NoUnderlyingTableException(Exception): pass
199

    
200
def underlying_table(table):
201
    table = remove_table_rename(table)
202
    if not is_underlying_table(table): raise NoUnderlyingTableException
203
    return table
204

    
205
def as_Table(table, schema=None):
206
    if table == None or isinstance(table, Code): return table
207
    else: return Table(table, schema)
208

    
209
def suffixed_table(table, suffix):
210
    table = copy.copy(table) # don't modify input!
211
    table.name = concat(table.name, suffix)
212
    return table
213

    
214
class NamedTable(Table):
215
    def __init__(self, name, code, cols=None):
216
        Table.__init__(self, name)
217
        
218
        code = as_Table(code)
219
        if not isinstance(code, (Table, FunctionCall, Expr)): code = Expr(code)
220
        if cols != None: cols = [to_name_only_col(c).to_Col() for c in cols]
221
        
222
        self.code = code
223
        self.cols = cols
224
    
225
    def to_str(self, db):
226
        str_ = self.code.to_str(db)
227
        if str_.find('\n') >= 0: whitespace = '\n'
228
        else: whitespace = ' '
229
        str_ += whitespace+'AS '+Table.to_str(self, db)
230
        if self.cols != None:
231
            str_ += ' ('+(', '.join((c.to_str(db) for c in self.cols)))+')'
232
        return str_
233
    
234
    def to_Table(self): return Table(self.name)
235

    
236
def remove_table_rename(table):
237
    if isinstance(table, NamedTable): table = table.code
238
    return table
239

    
240
##### Columns
241

    
242
class Col(Derived):
243
    def __init__(self, name, table=None, srcs=()):
244
        '''
245
        @param table Table|None (for no table)
246
        @param srcs (Col...)|src_self See Derived.set_srcs()
247
        '''
248
        Derived.__init__(self, srcs)
249
        
250
        if util.is_str(name): name = truncate(name)
251
        if util.is_str(table): table = Table(table)
252
        assert table == None or isinstance(table, Table)
253
        
254
        self.name = name
255
        self.table = table
256
    
257
    def to_str(self, db, for_str=False):
258
        str_ = as_Name(self.name).to_str(db)
259
        if for_str: str_ = clean_name(str_)
260
        if self.table != None:
261
            table = self.table.to_Table()
262
            if for_str: str_ = concat(str(table), '.'+str_)
263
            else: str_ = table.to_str(db)+'.'+str_
264
        return str_
265
    
266
    def __str__(self): return self.to_str(mockDb, for_str=True)
267
    
268
    def to_Col(self): return self
269

    
270
def is_table_col(col): return isinstance(col, Col) and col.table != None
271

    
272
def index_col(col):
273
    if not is_table_col(col): return None
274
    
275
    table = col.table
276
    try: name = table.index_cols[col.name]
277
    except KeyError: return None
278
    else: return Col(name, table, col.srcs)
279

    
280
def is_temp_col(col): return is_table_col(col) and col.table.is_temp
281

    
282
def as_Col(col, table=None, name=None):
283
    '''
284
    @param name If not None, any non-Col input will be renamed using NamedCol.
285
    '''
286
    if name != None:
287
        col = as_Value(col)
288
        if not isinstance(col, Col): col = NamedCol(name, col)
289
    
290
    if isinstance(col, Code): return col
291
    else: return Col(col, table)
292

    
293
def with_table(col, table):
294
    if isinstance(col, NamedCol): pass # doesn't take a table
295
    elif isinstance(col, FunctionCall):
296
        col = copy.deepcopy(col) # don't modify input!
297
        col.args[0].table = table
298
    else:
299
        col = copy.copy(col) # don't modify input!
300
        col.table = table
301
    return col
302

    
303
def with_default_table(col, table):
304
    col = as_Col(col)
305
    if col.table == None: col = with_table(col, table)
306
    return col
307

    
308
def set_cols_table(table, cols):
309
    table = as_Table(table)
310
    
311
    for i, col in enumerate(cols):
312
        col = cols[i] = as_Col(col)
313
        col.table = table
314

    
315
def to_name_only_col(col, check_table=None):
316
    col = as_Col(col)
317
    if not is_table_col(col): return col
318
    
319
    if check_table != None:
320
        table = col.table
321
        assert table == None or table == check_table
322
    return Col(col.name)
323

    
324
def suffixed_col(col, suffix):
325
    return Col(concat(col.name, suffix), col.table, col.srcs)
326

    
327
class NamedCol(Col):
328
    def __init__(self, name, code):
329
        Col.__init__(self, name)
330
        
331
        code = as_Value(code)
332
        
333
        self.code = code
334
    
335
    def to_str(self, db):
336
        return self.code.to_str(db)+' AS '+Col.to_str(self, db)
337
    
338
    def to_Col(self): return Col(self.name)
339

    
340
def remove_col_rename(col):
341
    if isinstance(col, NamedCol): col = col.code
342
    return col
343

    
344
def underlying_col(col):
345
    col = remove_col_rename(col)
346
    if not isinstance(col, Col): raise NoUnderlyingTableException
347
    
348
    return Col(col.name, underlying_table(col.table), col.srcs)
349

    
350
def wrap(wrap_func, value):
351
    '''Wraps a value, propagating any column renaming to the returned value.'''
352
    if isinstance(value, NamedCol):
353
        return NamedCol(value.name, wrap_func(value.code))
354
    else: return wrap_func(value)
355

    
356
class ColDict(dicts.DictProxy):
357
    '''A dict that automatically makes inserted entries Col objects'''
358
    
359
    def __init__(self, db, keys_table, dict_={}):
360
        dicts.DictProxy.__init__(self, OrderedDict())
361
        
362
        keys_table = as_Table(keys_table)
363
        
364
        self.db = db
365
        self.table = keys_table
366
        self.update(dict_) # after setting vars because __setitem__() needs them
367
    
368
    def copy(self): return ColDict(self.db, self.table, self.inner.copy())
369
    
370
    def __getitem__(self, key):
371
        return dicts.DictProxy.__getitem__(self, self._key(key))
372
    
373
    def __setitem__(self, key, value):
374
        key = self._key(key)
375
        if value == None: value = self.db.col_info(key).default
376
        dicts.DictProxy.__setitem__(self, key, as_Col(value, name=key.name))
377
    
378
    def _key(self, key): return as_Col(key, self.table)
379

    
380
##### Functions
381

    
382
Function = Table
383
as_Function = as_Table
384

    
385
class InternalFunction(CustomCode): pass
386

    
387
class NamedArg(NamedCol):
388
    def __init__(self, name, value):
389
        NamedCol.__init__(self, name, value)
390
    
391
    def to_str(self, db):
392
        return Col.to_str(self, db)+' := '+self.code.to_str(db)
393

    
394
class FunctionCall(Code):
395
    def __init__(self, function, *args, **kw_args):
396
        '''
397
        @param args [Code|literal-value...] The function's arguments
398
        '''
399
        function = as_Function(function)
400
        def filter_(arg): return remove_col_rename(as_Value(arg))
401
        args = map(filter_, args)
402
        args += [NamedArg(k, filter_(v)) for k, v in kw_args.iteritems()]
403
        
404
        self.function = function
405
        self.args = args
406
    
407
    def to_str(self, db):
408
        args_str = ', '.join((v.to_str(db) for v in self.args))
409
        return self.function.to_str(db)+'('+args_str+')'
410

    
411
def wrap_in_func(function, value):
412
    '''Wraps a value inside a function call.
413
    Propagates any column renaming to the returned value.
414
    '''
415
    return wrap(lambda v: FunctionCall(function, v), value)
416

    
417
def unwrap_func_call(func_call, check_name=None):
418
    '''Unwraps any function call to its first argument.
419
    Also removes any column renaming.
420
    '''
421
    func_call = remove_col_rename(func_call)
422
    if not isinstance(func_call, FunctionCall): return func_call
423
    
424
    if check_name != None:
425
        name = func_call.function.name
426
        assert name == None or name == check_name
427
    return func_call.args[0]
428

    
429
##### Casts
430

    
431
class Cast(FunctionCall):
432
    def __init__(self, type_, value):
433
        value = as_Value(value)
434
        
435
        self.type_ = type_
436
        self.value = value
437
    
438
    def to_str(self, db):
439
        return 'CAST('+self.value.to_str(db)+' AS '+self.type_+')'
440

    
441
def cast_literal(value):
442
    if not is_literal(value): return value
443
    
444
    if util.is_str(value.value): value = Cast('text', value)
445
    return value
446

    
447
##### Conditions
448

    
449
class NotCond(Code):
450
    def __init__(self, cond):
451
        self.cond = cond
452
    
453
    def to_str(self, db): return 'NOT '+self.cond.to_str(db)
454

    
455
class ColValueCond(Code):
456
    def __init__(self, col, value):
457
        value = as_ValueCond(value)
458
        
459
        self.col = col
460
        self.value = value
461
    
462
    def to_str(self, db): return self.value.to_str(db, self.col)
463

    
464
def combine_conds(conds, keyword=None):
465
    '''
466
    @param keyword The keyword to add before the conditions, if any
467
    '''
468
    str_ = ''
469
    if keyword != None:
470
        if conds == []: whitespace = ''
471
        elif len(conds) == 1: whitespace = ' '
472
        else: whitespace = '\n'
473
        str_ += keyword+whitespace
474
    
475
    str_ += '\nAND '.join(conds)
476
    return str_
477

    
478
##### Condition column comparisons
479

    
480
class ValueCond(BasicObject):
481
    def __init__(self, value):
482
        value = remove_col_rename(as_Value(value))
483
        
484
        self.value = value
485
    
486
    def to_str(self, db, left_value):
487
        '''
488
        @param left_value The Code object that the condition is being applied on
489
        '''
490
        raise NotImplemented()
491
    
492
    def __repr__(self): return self.to_str(mockDb, '<left_value>')
493

    
494
class CompareCond(ValueCond):
495
    def __init__(self, value, operator='='):
496
        '''
497
        @param operator By default, compares NULL values literally. Use '~=' or
498
            '~!=' to pass NULLs through.
499
        '''
500
        ValueCond.__init__(self, value)
501
        self.operator = operator
502
    
503
    def to_str(self, db, left_value):
504
        left_value = remove_col_rename(as_Col(left_value))
505
        
506
        right_value = self.value
507
        
508
        # Parse operator
509
        operator = self.operator
510
        passthru_null_ref = [False]
511
        operator = strings.remove_prefix('~', operator, passthru_null_ref)
512
        neg_ref = [False]
513
        operator = strings.remove_prefix('!', operator, neg_ref)
514
        equals = operator.endswith('=') # also includes <=, >=
515
        
516
        # Handle nullable columns
517
        check_null = False
518
        if not passthru_null_ref[0]: # NULLs compare equal
519
            try: left_value = ensure_not_null(db, left_value)
520
            except ensure_not_null_excs: # fall back to alternate method
521
                check_null = equals and isinstance(right_value, Col)
522
            else:
523
                if isinstance(left_value, EnsureNotNull):
524
                    right_value = ensure_not_null(db, right_value,
525
                        left_value.type) # apply same function to both sides
526
        
527
        if equals and is_null(right_value): operator = 'IS'
528
        
529
        left = left_value.to_str(db)
530
        right = right_value.to_str(db)
531
        
532
        # Create str
533
        str_ = left+' '+operator+' '+right
534
        if check_null:
535
            str_ = '('+str_+' OR ('+left+' IS NULL AND '+right+' IS NULL))'
536
        if neg_ref[0]: str_ = 'NOT '+str_
537
        return str_
538

    
539
# Tells as_ValueCond() to assume a non-ValueCond is a literal value
540
assume_literal = object()
541

    
542
def as_ValueCond(value, default_table=assume_literal):
543
    if not isinstance(value, ValueCond):
544
        if default_table is not assume_literal:
545
            value = with_default_table(value, default_table)
546
        return CompareCond(value)
547
    else: return value
548

    
549
##### Joins
550

    
551
join_same = object() # tells Join the left and right columns have the same name
552

    
553
# Tells Join the left and right columns have the same name and are never NULL
554
join_same_not_null = object()
555

    
556
filter_out = object() # tells Join to filter out rows that match the join
557

    
558
class Join(BasicObject):
559
    def __init__(self, table, mapping={}, type_=None):
560
        '''
561
        @param mapping dict(right_table_col=left_table_col, ...)
562
            * if left_table_col is join_same: left_table_col = right_table_col
563
              * Note that right_table_col must be a string
564
            * if left_table_col is join_same_not_null:
565
              left_table_col = right_table_col and both have NOT NULL constraint
566
              * Note that right_table_col must be a string
567
        @param type_ None (for plain join)|str (e.g. 'LEFT')|filter_out
568
            * filter_out: equivalent to 'LEFT' with the query filtered by
569
              `table_pkey IS NULL` (indicating no match)
570
        '''
571
        if util.is_str(table): table = Table(table)
572
        assert type_ == None or util.is_str(type_) or type_ is filter_out
573
        
574
        self.table = table
575
        self.mapping = mapping
576
        self.type_ = type_
577
    
578
    def to_str(self, db, left_table_):
579
        def join(entry):
580
            '''Parses non-USING joins'''
581
            right_table_col, left_table_col = entry
582
            
583
            # Switch order (right_table_col is on the left in the comparison)
584
            left = right_table_col
585
            right = left_table_col
586
            left_table = self.table
587
            right_table = left_table_
588
            
589
            # Parse left side
590
            left = with_default_table(left, left_table)
591
            
592
            # Parse special values
593
            left_on_right = Col(left.name, right_table)
594
            if right is join_same: right = left_on_right
595
            elif right is join_same_not_null:
596
                right = CompareCond(left_on_right, '~=')
597
            
598
            # Parse right side
599
            right = as_ValueCond(right, right_table)
600
            
601
            return right.to_str(db, left)
602
        
603
        # Create join condition
604
        type_ = self.type_
605
        joins = self.mapping
606
        if joins == {}: join_cond = None
607
        elif type_ is not filter_out and reduce(operator.and_,
608
            (v is join_same_not_null for v in joins.itervalues())):
609
            # all cols w/ USING, so can use simpler USING syntax
610
            cols = map(to_name_only_col, joins.iterkeys())
611
            join_cond = 'USING ('+(', '.join((c.to_str(db) for c in cols)))+')'
612
        else: join_cond = combine_conds(map(join, joins.iteritems()), 'ON')
613
        
614
        if isinstance(self.table, NamedTable): whitespace = '\n'
615
        else: whitespace = ' '
616
        
617
        # Create join
618
        if type_ is filter_out: type_ = 'LEFT'
619
        str_ = ''
620
        if type_ != None: str_ += type_+' '
621
        str_ += 'JOIN'+whitespace+self.table.to_str(db)
622
        if join_cond != None: str_ += whitespace+join_cond
623
        return str_
624
    
625
    def __repr__(self): return self.to_str(mockDb, '<left_table>')
626

    
627
##### Value exprs
628

    
629
all_cols = CustomCode('*')
630

    
631
default = CustomCode('DEFAULT')
632

    
633
row_count = FunctionCall(InternalFunction('COUNT'), all_cols)
634

    
635
class Coalesce(FunctionCall):
636
    def __init__(self, *args):
637
        FunctionCall.__init__(self, InternalFunction('COALESCE'), *args)
638

    
639
class Nullif(FunctionCall):
640
    def __init__(self, *args):
641
        FunctionCall.__init__(self, InternalFunction('NULLIF'), *args)
642

    
643
# See <http://www.postgresql.org/docs/8.3/static/datatype-numeric.html>
644
null_sentinels = {
645
    'character varying': r'\N',
646
    'double precision': 'NaN',
647
    'integer': 2147483647,
648
    'text': r'\N',
649
    'timestamp with time zone': 'infinity'
650
}
651

    
652
class EnsureNotNull(Coalesce):
653
    def __init__(self, value, type_):
654
        Coalesce.__init__(self, as_Col(value),
655
            Cast(type_, null_sentinels[type_]))
656
        
657
        self.type = type_
658
    
659
    def to_str(self, db):
660
        col = self.args[0]
661
        index_col_ = index_col(col)
662
        if index_col_ != None: return index_col_.to_str(db)
663
        return Coalesce.to_str(self, db)
664

    
665
##### Table exprs
666

    
667
class Values(Code):
668
    def __init__(self, values):
669
        '''
670
        @param values [...]|[[...], ...] Can be one or multiple rows.
671
        '''
672
        rows = values
673
        if len(values) >= 1 and not lists.is_seq(values[0]): # only one row
674
            rows = [values]
675
        for i, row in enumerate(rows):
676
            rows[i] = map(remove_col_rename, map(as_Value, row))
677
        
678
        self.rows = rows
679
    
680
    def to_str(self, db):
681
        def row_str(row):
682
            return '('+(', '.join((v.to_str(db) for v in row)))+')'
683
        return 'VALUES '+(', '.join(map(row_str, self.rows)))
684

    
685
def NamedValues(name, cols, values):
686
    '''
687
    @param cols None|[...]
688
    @post `cols` will be changed to Col objects with the table set to `name`.
689
    '''
690
    table = NamedTable(name, Values(values), cols)
691
    if cols != None: set_cols_table(table, cols)
692
    return table
693

    
694
##### Database structure
695

    
696
class TypedCol(Col):
697
    def __init__(self, name, type_, default=None, nullable=True,
698
        constraints=None):
699
        assert default == None or isinstance(default, Code)
700
        
701
        Col.__init__(self, name)
702
        
703
        self.type = type_
704
        self.default = default
705
        self.nullable = nullable
706
        self.constraints = constraints
707
    
708
    def to_str(self, db):
709
        str_ = Col.to_str(self, db)+' '+self.type
710
        if not self.nullable: str_ += ' NOT NULL'
711
        if self.default != None: str_ += ' DEFAULT '+self.default.to_str(db)
712
        if self.constraints != None: str_ += ' '+self.constraints
713
        return str_
714
    
715
    def to_Col(self): return Col(self.name)
716

    
717
ensure_not_null_excs = (NoUnderlyingTableException, KeyError)
718

    
719
def ensure_not_null(db, col, type_=None):
720
    '''
721
    @param col If type_ is not set, must have an underlying column.
722
    @param type_ If set, overrides the underlying column's type.
723
    @return EnsureNotNull|Col
724
    @throws ensure_not_null_excs
725
    '''
726
    nullable = True
727
    try: typed_col = db.col_info(underlying_col(col))
728
    except NoUnderlyingTableException:
729
        col = remove_col_rename(col)
730
        if is_literal(col) and not is_null(col): nullable = False
731
        elif type_ == None: raise
732
    else:
733
        if type_ == None: type_ = typed_col.type
734
        nullable = typed_col.nullable
735
    
736
    if nullable:
737
        try: col = EnsureNotNull(col, type_)
738
        except KeyError, e:
739
            # Warn of no null sentinel for type, even if caller catches error
740
            warnings.warn(UserWarning(exc.str_(e)))
741
            raise
742
    
743
    return col
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