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# Database access
2

    
3
import copy
4
import operator
5
import re
6
import warnings
7

    
8
import exc
9
import dicts
10
import iters
11
import lists
12
from Proxy import Proxy
13
import rand
14
import sql_gen
15
import strings
16
import util
17

    
18
##### Exceptions
19

    
20
def get_cur_query(cur, input_query=None):
21
    raw_query = None
22
    if hasattr(cur, 'query'): raw_query = cur.query
23
    elif hasattr(cur, '_last_executed'): raw_query = cur._last_executed
24
    
25
    if raw_query != None: return raw_query
26
    else: return '[input] '+strings.ustr(input_query)
27

    
28
def _add_cursor_info(e, *args, **kw_args):
29
    '''For params, see get_cur_query()'''
30
    exc.add_msg(e, 'query: '+strings.ustr(get_cur_query(*args, **kw_args)))
31

    
32
class DbException(exc.ExceptionWithCause):
33
    def __init__(self, msg, cause=None, cur=None):
34
        exc.ExceptionWithCause.__init__(self, msg, cause, cause_newline=True)
35
        if cur != None: _add_cursor_info(self, cur)
36

    
37
class ExceptionWithName(DbException):
38
    def __init__(self, name, cause=None):
39
        DbException.__init__(self, 'for name: '+strings.as_tt(str(name)), cause)
40
        self.name = name
41

    
42
class ExceptionWithNameValue(DbException):
43
    def __init__(self, name, value, cause=None):
44
        DbException.__init__(self, 'for name: '+strings.as_tt(str(name))
45
            +'; value: '+strings.as_tt(repr(value)), cause)
46
        self.name = name
47
        self.value = value
48

    
49
class ConstraintException(DbException):
50
    def __init__(self, name, cols, cause=None):
51
        DbException.__init__(self, 'Violated '+strings.as_tt(name)
52
            +' constraint on columns: '+strings.as_tt(', '.join(cols)), cause)
53
        self.name = name
54
        self.cols = cols
55

    
56
class MissingCastException(DbException):
57
    def __init__(self, type_, col, cause=None):
58
        DbException.__init__(self, 'Missing cast to type '+strings.as_tt(type_)
59
            +' on column: '+strings.as_tt(col), cause)
60
        self.type = type_
61
        self.col = col
62

    
63
class NameException(DbException): pass
64

    
65
class DuplicateKeyException(ConstraintException): pass
66

    
67
class NullValueException(ConstraintException): pass
68

    
69
class FunctionValueException(ExceptionWithNameValue): pass
70

    
71
class DuplicateTableException(ExceptionWithName): pass
72

    
73
class DuplicateFunctionException(ExceptionWithName): pass
74

    
75
class EmptyRowException(DbException): pass
76

    
77
##### Warnings
78

    
79
class DbWarning(UserWarning): pass
80

    
81
##### Result retrieval
82

    
83
def col_names(cur): return (col[0] for col in cur.description)
84

    
85
def rows(cur): return iter(lambda: cur.fetchone(), None)
86

    
87
def consume_rows(cur):
88
    '''Used to fetch all rows so result will be cached'''
89
    iters.consume_iter(rows(cur))
90

    
91
def next_row(cur): return rows(cur).next()
92

    
93
def row(cur):
94
    row_ = next_row(cur)
95
    consume_rows(cur)
96
    return row_
97

    
98
def next_value(cur): return next_row(cur)[0]
99

    
100
def value(cur): return row(cur)[0]
101

    
102
def values(cur): return iters.func_iter(lambda: next_value(cur))
103

    
104
def value_or_none(cur):
105
    try: return value(cur)
106
    except StopIteration: return None
107

    
108
##### Escaping
109

    
110
def esc_name_by_module(module, name):
111
    if module == 'psycopg2' or module == None: quote = '"'
112
    elif module == 'MySQLdb': quote = '`'
113
    else: raise NotImplementedError("Can't escape name for "+module+' database')
114
    return sql_gen.esc_name(name, quote)
115

    
116
def esc_name_by_engine(engine, name, **kw_args):
117
    return esc_name_by_module(db_engines[engine][0], name, **kw_args)
118

    
119
def esc_name(db, name, **kw_args):
120
    return esc_name_by_module(util.root_module(db.db), name, **kw_args)
121

    
122
def qual_name(db, schema, table):
123
    def esc_name_(name): return esc_name(db, name)
124
    table = esc_name_(table)
125
    if schema != None: return esc_name_(schema)+'.'+table
126
    else: return table
127

    
128
##### Database connections
129

    
130
db_config_names = ['engine', 'host', 'user', 'password', 'database', 'schemas']
131

    
132
db_engines = {
133
    'MySQL': ('MySQLdb', {'password': 'passwd', 'database': 'db'}),
134
    'PostgreSQL': ('psycopg2', {}),
135
}
136

    
137
DatabaseErrors_set = set([DbException])
138
DatabaseErrors = tuple(DatabaseErrors_set)
139

    
140
def _add_module(module):
141
    DatabaseErrors_set.add(module.DatabaseError)
142
    global DatabaseErrors
143
    DatabaseErrors = tuple(DatabaseErrors_set)
144

    
145
def db_config_str(db_config):
146
    return db_config['engine']+' database '+db_config['database']
147

    
148
log_debug_none = lambda msg, level=2: None
149

    
150
class DbConn:
151
    def __init__(self, db_config, serializable=True, autocommit=False,
152
        caching=True, log_debug=log_debug_none):
153
        self.db_config = db_config
154
        self.serializable = serializable
155
        self.autocommit = autocommit
156
        self.caching = caching
157
        self.log_debug = log_debug
158
        self.debug = log_debug != log_debug_none
159
        
160
        self.__db = None
161
        self.query_results = {}
162
        self._savepoint = 0
163
        self._notices_seen = set()
164
    
165
    def __getattr__(self, name):
166
        if name == '__dict__': raise Exception('getting __dict__')
167
        if name == 'db': return self._db()
168
        else: raise AttributeError()
169
    
170
    def __getstate__(self):
171
        state = copy.copy(self.__dict__) # shallow copy
172
        state['log_debug'] = None # don't pickle the debug callback
173
        state['_DbConn__db'] = None # don't pickle the connection
174
        return state
175
    
176
    def connected(self): return self.__db != None
177
    
178
    def _db(self):
179
        if self.__db == None:
180
            # Process db_config
181
            db_config = self.db_config.copy() # don't modify input!
182
            schemas = db_config.pop('schemas', None)
183
            module_name, mappings = db_engines[db_config.pop('engine')]
184
            module = __import__(module_name)
185
            _add_module(module)
186
            for orig, new in mappings.iteritems():
187
                try: util.rename_key(db_config, orig, new)
188
                except KeyError: pass
189
            
190
            # Connect
191
            self.__db = module.connect(**db_config)
192
            
193
            # Configure connection
194
            if self.serializable and not self.autocommit: self.run_query(
195
                'SET TRANSACTION ISOLATION LEVEL SERIALIZABLE', log_level=4)
196
            if schemas != None:
197
                schemas_ = ''.join((esc_name(self, s)+', '
198
                    for s in schemas.split(',')))
199
                self.run_query("SELECT set_config('search_path', "
200
                    +self.esc_value(schemas_)
201
                    +" || current_setting('search_path'), false)", log_level=3)
202
        
203
        return self.__db
204
    
205
    class DbCursor(Proxy):
206
        def __init__(self, outer):
207
            Proxy.__init__(self, outer.db.cursor())
208
            self.outer = outer
209
            self.query_results = outer.query_results
210
            self.query_lookup = None
211
            self.result = []
212
        
213
        def execute(self, query):
214
            self._is_insert = query.startswith('INSERT')
215
            self.query_lookup = query
216
            try:
217
                try:
218
                    cur = self.inner.execute(query)
219
                    self.outer.do_autocommit()
220
                finally: self.query = get_cur_query(self.inner, query)
221
            except Exception, e:
222
                _add_cursor_info(e, self, query)
223
                self.result = e # cache the exception as the result
224
                self._cache_result()
225
                raise
226
            if self.rowcount == 0 and query.startswith('SELECT'): # empty SELECT
227
                consume_rows(self) # fetch all rows so result will be cached
228
            return cur
229
        
230
        def fetchone(self):
231
            row = self.inner.fetchone()
232
            if row != None: self.result.append(row)
233
            # otherwise, fetched all rows
234
            else: self._cache_result()
235
            return row
236
        
237
        def _cache_result(self):
238
            # For inserts, only cache exceptions since inserts are not
239
            # idempotent, but an invalid insert will always be invalid
240
            if self.query_results != None and (not self._is_insert
241
                or isinstance(self.result, Exception)):
242
                
243
                assert self.query_lookup != None
244
                self.query_results[self.query_lookup] = self.CacheCursor(
245
                    util.dict_subset(dicts.AttrsDictView(self),
246
                    ['query', 'result', 'rowcount', 'description']))
247
        
248
        class CacheCursor:
249
            def __init__(self, cached_result): self.__dict__ = cached_result
250
            
251
            def execute(self, *args, **kw_args):
252
                if isinstance(self.result, Exception): raise self.result
253
                # otherwise, result is a rows list
254
                self.iter = iter(self.result)
255
            
256
            def fetchone(self):
257
                try: return self.iter.next()
258
                except StopIteration: return None
259
    
260
    def esc_value(self, value):
261
        try: str_ = self.mogrify('%s', [value])
262
        except NotImplementedError, e:
263
            module = util.root_module(self.db)
264
            if module == 'MySQLdb':
265
                import _mysql
266
                str_ = _mysql.escape_string(value)
267
            else: raise e
268
        return strings.to_unicode(str_)
269
    
270
    def esc_name(self, name): return esc_name(self, name) # calls global func
271
    
272
    def can_mogrify(self):
273
        module = util.root_module(self.db)
274
        return module == 'psycopg2'
275
    
276
    def mogrify(self, query, params=None):
277
        if self.can_mogrify(): return self.db.cursor().mogrify(query, params)
278
        else: raise NotImplementedError("Can't mogrify query")
279
    
280
    def print_notices(self):
281
        if hasattr(self.db, 'notices'):
282
            for msg in self.db.notices:
283
                if msg not in self._notices_seen:
284
                    self._notices_seen.add(msg)
285
                    self.log_debug(msg, level=2)
286
    
287
    def run_query(self, query, cacheable=False, log_level=2,
288
        debug_msg_ref=None):
289
        '''
290
        @param log_ignore_excs The log_level will be increased by 2 if the query
291
            throws one of these exceptions.
292
        @param debug_msg_ref If specified, the log message will be returned in
293
            this instead of being output. This allows you to filter log messages
294
            depending on the result of the query.
295
        '''
296
        assert query != None
297
        
298
        if not self.caching: cacheable = False
299
        used_cache = False
300
        
301
        def log_msg(query):
302
            if used_cache: cache_status = 'cache hit'
303
            elif cacheable: cache_status = 'cache miss'
304
            else: cache_status = 'non-cacheable'
305
            return 'DB query: '+cache_status+':\n'+strings.as_code(query, 'SQL')
306
        
307
        try:
308
            # Get cursor
309
            if cacheable:
310
                try:
311
                    cur = self.query_results[query]
312
                    used_cache = True
313
                except KeyError: cur = self.DbCursor(self)
314
            else: cur = self.db.cursor()
315
            
316
            # Log query
317
            if self.debug and debug_msg_ref == None: # log before running
318
                self.log_debug(log_msg(query), log_level)
319
            
320
            # Run query
321
            cur.execute(query)
322
        finally:
323
            self.print_notices()
324
            if self.debug and debug_msg_ref != None: # return after running
325
                debug_msg_ref[0] = log_msg(str(get_cur_query(cur, query)))
326
        
327
        return cur
328
    
329
    def is_cached(self, query): return query in self.query_results
330
    
331
    def with_autocommit(self, func, autocommit=True):
332
        import psycopg2.extensions
333
        if autocommit:
334
            isolation_level = psycopg2.extensions.ISOLATION_LEVEL_AUTOCOMMIT
335
        else: isolation_level = psycopg2.extensions.ISOLATION_LEVEL_SERIALIZABLE
336
        
337
        prev_isolation_level = self.db.isolation_level
338
        self.db.set_isolation_level(isolation_level)
339
        try: return func()
340
        finally: self.db.set_isolation_level(prev_isolation_level)
341
    
342
    def with_savepoint(self, func):
343
        savepoint = 'level_'+str(self._savepoint)
344
        self.run_query('SAVEPOINT '+savepoint, log_level=4)
345
        self._savepoint += 1
346
        try:
347
            try: return_val = func()
348
            finally:
349
                self._savepoint -= 1
350
                assert self._savepoint >= 0
351
        except:
352
            self.run_query('ROLLBACK TO SAVEPOINT '+savepoint, log_level=4)
353
            raise
354
        else:
355
            self.run_query('RELEASE SAVEPOINT '+savepoint, log_level=4)
356
            self.do_autocommit()
357
            return return_val
358
    
359
    def do_autocommit(self):
360
        '''Autocommits if outside savepoint'''
361
        assert self._savepoint >= 0
362
        if self.autocommit and self._savepoint == 0:
363
            self.log_debug('Autocommitting')
364
            self.db.commit()
365
    
366
    def col_default(self, col):
367
        table = sql_gen.Table('columns', 'information_schema')
368
        
369
        conds = [('table_name', col.table.name), ('column_name', col.name)]
370
        schema = col.table.schema
371
        if schema != None: conds.append(('table_schema', schema))
372
        
373
        return sql_gen.as_Code(value(select(self, table, ['column_default'],
374
            conds, order_by='table_schema', limit=1, log_level=3)))
375
            # TODO: order_by search_path schema order
376

    
377
connect = DbConn
378

    
379
##### Recoverable querying
380

    
381
def with_savepoint(db, func): return db.with_savepoint(func)
382

    
383
def run_query(db, query, recover=None, cacheable=False, log_level=2,
384
    log_ignore_excs=None, **kw_args):
385
    '''For params, see DbConn.run_query()'''
386
    if recover == None: recover = False
387
    if log_ignore_excs == None: log_ignore_excs = ()
388
    log_ignore_excs = tuple(log_ignore_excs)
389
    
390
    debug_msg_ref = None # usually, db.run_query() logs query before running it
391
    # But if filtering with log_ignore_excs, wait until after exception parsing
392
    if log_ignore_excs != () or not db.can_mogrify(): debug_msg_ref = [None] 
393
    
394
    try:
395
        try:
396
            def run(): return db.run_query(query, cacheable, log_level,
397
                debug_msg_ref, **kw_args)
398
            if recover and not db.is_cached(query):
399
                return with_savepoint(db, run)
400
            else: return run() # don't need savepoint if cached
401
        except Exception, e:
402
            if not recover: raise # need savepoint to run index_cols()
403
            msg = exc.str_(e)
404
            
405
            match = re.search(r'duplicate key value violates unique constraint '
406
                r'"((_?[^\W_]+)_.+?)"', msg)
407
            if match:
408
                constraint, table = match.groups()
409
                try: cols = index_cols(db, table, constraint)
410
                except NotImplementedError: raise e
411
                else: raise DuplicateKeyException(constraint, cols, e)
412
            
413
            match = re.search(r'null value in column "(.+?)" violates not-null'
414
                r' constraint', msg)
415
            if match: raise NullValueException('NOT NULL', [match.group(1)], e)
416
            
417
            match = re.search(r'\b(?:invalid input (?:syntax|value)\b.*?'
418
                r'|date/time field value out of range): "(.+?)"\n'
419
                r'(?:(?s).*?)\bfunction "(.+?)"', msg)
420
            if match:
421
                value, name = match.groups()
422
                raise FunctionValueException(name, strings.to_unicode(value), e)
423
            
424
            match = re.search(r'column "(.+?)" is of type (.+?) but expression '
425
                r'is of type', msg)
426
            if match:
427
                col, type_ = match.groups()
428
                raise MissingCastException(type_, col, e)
429
            
430
            match = re.search(r'relation "(.+?)" already exists', msg)
431
            if match: raise DuplicateTableException(match.group(1), e)
432
            
433
            match = re.search(r'function "(.+?)" already exists', msg)
434
            if match: raise DuplicateFunctionException(match.group(1), e)
435
            
436
            raise # no specific exception raised
437
    except log_ignore_excs:
438
        log_level += 2
439
        raise
440
    finally:
441
        if debug_msg_ref != None and debug_msg_ref[0] != None:
442
            db.log_debug(debug_msg_ref[0], log_level)
443

    
444
##### Basic queries
445

    
446
def next_version(name):
447
    version = 1 # first existing name was version 0
448
    match = re.match(r'^(.*)#(\d+)$', name)
449
    if match:
450
        name, version = match.groups()
451
        version = int(version)+1
452
    return sql_gen.add_suffix(name, '#'+str(version))
453

    
454
def run_query_into(db, query, into=None, add_indexes_=False, **kw_args):
455
    '''Outputs a query to a temp table.
456
    For params, see run_query().
457
    '''
458
    if into == None: return run_query(db, query, **kw_args)
459
    
460
    assert isinstance(into, sql_gen.Table)
461
    
462
    kw_args['recover'] = True
463
    kw_args.setdefault('log_ignore_excs', (DuplicateTableException,))
464
    
465
    temp = not db.autocommit # tables are permanent in autocommit mode
466
    # "temporary tables cannot specify a schema name", so remove schema
467
    if temp: into.schema = None
468
    
469
    # Create table
470
    while True:
471
        create_query = 'CREATE'
472
        if temp: create_query += ' TEMP'
473
        create_query += ' TABLE '+into.to_str(db)+' AS\n'+query
474
        
475
        try:
476
            cur = run_query(db, create_query, **kw_args)
477
                # CREATE TABLE AS sets rowcount to # rows in query
478
            break
479
        except DuplicateTableException, e:
480
            into.name = next_version(into.name)
481
            # try again with next version of name
482
    
483
    if add_indexes_: add_indexes(db, into)
484
    
485
    return cur
486

    
487
order_by_pkey = object() # tells mk_select() to order by the pkey
488

    
489
distinct_on_all = object() # tells mk_select() to SELECT DISTINCT ON all columns
490

    
491
def mk_select(db, tables, fields=None, conds=None, distinct_on=[], limit=None,
492
    start=None, order_by=order_by_pkey, default_table=None):
493
    '''
494
    @param tables The single table to select from, or a list of tables to join
495
        together, with tables after the first being sql_gen.Join objects
496
    @param fields Use None to select all fields in the table
497
    @param conds WHERE conditions: [(compare_left_side, compare_right_side),...]
498
        * container can be any iterable type
499
        * compare_left_side: sql_gen.Code|str (for col name)
500
        * compare_right_side: sql_gen.ValueCond|literal value
501
    @param distinct_on The columns to SELECT DISTINCT ON, or distinct_on_all to
502
        use all columns
503
    @return query
504
    '''
505
    # Parse tables param
506
    if not lists.is_seq(tables): tables = [tables]
507
    tables = list(tables) # don't modify input! (list() copies input)
508
    table0 = sql_gen.as_Table(tables.pop(0)) # first table is separate
509
    
510
    # Parse other params
511
    if conds == None: conds = []
512
    elif dicts.is_dict(conds): conds = conds.items()
513
    conds = list(conds) # don't modify input! (list() copies input)
514
    assert limit == None or type(limit) == int
515
    assert start == None or type(start) == int
516
    if order_by is order_by_pkey:
517
        if distinct_on != []: order_by = None
518
        else: order_by = pkey(db, table0, recover=True)
519
    
520
    query = 'SELECT'
521
    
522
    def parse_col(col): return sql_gen.as_Col(col, default_table).to_str(db)
523
    
524
    # DISTINCT ON columns
525
    if distinct_on != []:
526
        query += '\nDISTINCT'
527
        if distinct_on is not distinct_on_all:
528
            query += ' ON ('+(', '.join(map(parse_col, distinct_on)))+')'
529
    
530
    # Columns
531
    query += '\n'
532
    if fields == None: query += '*'
533
    else:
534
        assert fields != []
535
        query += '\n, '.join(map(parse_col, fields))
536
    
537
    # Main table
538
    query += '\nFROM '+table0.to_str(db)
539
    
540
    # Add joins
541
    left_table = table0
542
    for join_ in tables:
543
        table = join_.table
544
        
545
        # Parse special values
546
        if join_.type_ is sql_gen.filter_out: # filter no match
547
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
548
                None))
549
        
550
        query += '\n'+join_.to_str(db, left_table)
551
        
552
        left_table = table
553
    
554
    missing = True
555
    if conds != []:
556
        if len(conds) == 1: whitespace = ' '
557
        else: whitespace = '\n'
558
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
559
            .to_str(db) for l, r in conds], 'WHERE')
560
        missing = False
561
    if order_by != None:
562
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
563
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
564
    if start != None:
565
        if start != 0: query += '\nOFFSET '+str(start)
566
        missing = False
567
    if missing: warnings.warn(DbWarning(
568
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
569
    
570
    return query
571

    
572
def select(db, *args, **kw_args):
573
    '''For params, see mk_select() and run_query()'''
574
    recover = kw_args.pop('recover', None)
575
    cacheable = kw_args.pop('cacheable', True)
576
    log_level = kw_args.pop('log_level', 2)
577
    
578
    return run_query(db, mk_select(db, *args, **kw_args), recover, cacheable,
579
        log_level=log_level)
580

    
581
def mk_insert_select(db, table, cols=None, select_query=None, returning=None,
582
    embeddable=False):
583
    '''
584
    @param returning str|None An inserted column (such as pkey) to return
585
    @param embeddable Whether the query should be embeddable as a nested SELECT.
586
        Warning: If you set this and cacheable=True when the query is run, the
587
        query will be fully cached, not just if it raises an exception.
588
    '''
589
    table = sql_gen.remove_table_rename(sql_gen.as_Table(table))
590
    if cols == []: cols = None # no cols (all defaults) = unknown col names
591
    if cols != None:
592
        cols = [sql_gen.to_name_only_col(v, table).to_str(db) for v in cols]
593
    if select_query == None: select_query = 'DEFAULT VALUES'
594
    if returning != None: returning = sql_gen.as_Col(returning, table)
595
    
596
    # Build query
597
    first_line = 'INSERT INTO '+table.to_str(db)
598
    query = first_line
599
    if cols != None: query += '\n('+', '.join(cols)+')'
600
    query += '\n'+select_query
601
    
602
    if returning != None:
603
        query += '\nRETURNING '+sql_gen.to_name_only_col(returning).to_str(db)
604
    
605
    if embeddable:
606
        assert returning != None
607
        
608
        # Create function
609
        function_name = sql_gen.clean_name(first_line)
610
        return_type = 'SETOF '+returning.to_str(db)+'%TYPE'
611
        while True:
612
            try:
613
                function = sql_gen.TempFunction(function_name, db.autocommit)
614
                
615
                function_query = '''\
616
CREATE FUNCTION '''+function.to_str(db)+'''()
617
RETURNS '''+return_type+'''
618
LANGUAGE sql
619
AS $$
620
'''+query+''';
621
$$;
622
'''
623
                run_query(db, function_query, recover=True, cacheable=True,
624
                    log_ignore_excs=(DuplicateFunctionException,))
625
                break # this version was successful
626
            except DuplicateFunctionException, e:
627
                function_name = next_version(function_name)
628
                # try again with next version of name
629
        
630
        # Return query that uses function
631
        func_table = sql_gen.NamedTable('f', sql_gen.FunctionCall(function),
632
            [returning]) # AS clause requires function alias
633
        return mk_select(db, func_table, start=0, order_by=None)
634
    
635
    return query
636

    
637
def insert_select(db, *args, **kw_args):
638
    '''For params, see mk_insert_select() and run_query_into()
639
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
640
        values in
641
    '''
642
    into = kw_args.pop('into', None)
643
    if into != None: kw_args['embeddable'] = True
644
    recover = kw_args.pop('recover', None)
645
    cacheable = kw_args.pop('cacheable', True)
646
    log_level = kw_args.pop('log_level', 2)
647
    
648
    return run_query_into(db, mk_insert_select(db, *args, **kw_args), into,
649
        recover=recover, cacheable=cacheable, log_level=log_level)
650

    
651
default = sql_gen.default # tells insert() to use the default value for a column
652

    
653
def insert(db, table, row, *args, **kw_args):
654
    '''For params, see insert_select()'''
655
    if lists.is_seq(row): cols = None
656
    else:
657
        cols = row.keys()
658
        row = row.values()
659
    row = list(row) # ensure that "== []" works
660
    
661
    if row == []: query = None
662
    else: query = sql_gen.Values(row).to_str(db)
663
    
664
    return insert_select(db, table, cols, query, *args, **kw_args)
665

    
666
def mk_update(db, table, changes=None, cond=None):
667
    '''
668
    @param changes [(col, new_value),...]
669
        * container can be any iterable type
670
        * col: sql_gen.Code|str (for col name)
671
        * new_value: sql_gen.Code|literal value
672
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
673
    @return str query
674
    '''
675
    query = 'UPDATE '+sql_gen.as_Table(table).to_str(db)+'\nSET\n'
676
    query += ',\n'.join((sql_gen.to_name_only_col(col, table).to_str(db)+' = '
677
        +sql_gen.as_Value(new_value).to_str(db) for col, new_value in changes))
678
    if cond != None: query += '\nWHERE\n'+cond.to_str(db)
679
    
680
    return query
681

    
682
def update(db, *args, **kw_args):
683
    '''For params, see mk_update() and run_query()'''
684
    recover = kw_args.pop('recover', None)
685
    
686
    return run_query(db, mk_update(db, *args, **kw_args), recover)
687

    
688
def last_insert_id(db):
689
    module = util.root_module(db.db)
690
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
691
    elif module == 'MySQLdb': return db.insert_id()
692
    else: return None
693

    
694
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
695
    '''Creates a mapping from original column names (which may have collisions)
696
    to names that will be distinct among the columns' tables.
697
    This is meant to be used for several tables that are being joined together.
698
    @param cols The columns to combine. Duplicates will be removed.
699
    @param into The table for the new columns.
700
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
701
        columns will be included in the mapping even if they are not in cols.
702
        The tables of the provided Col objects will be changed to into, so make
703
        copies of them if you want to keep the original tables.
704
    @param as_items Whether to return a list of dict items instead of a dict
705
    @return dict(orig_col=new_col, ...)
706
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
707
        * new_col: sql_gen.Col(orig_col_name, into)
708
        * All mappings use the into table so its name can easily be
709
          changed for all columns at once
710
    '''
711
    cols = lists.uniqify(cols)
712
    
713
    items = []
714
    for col in preserve:
715
        orig_col = copy.copy(col)
716
        col.table = into
717
        items.append((orig_col, col))
718
    preserve = set(preserve)
719
    for col in cols:
720
        if col not in preserve:
721
            items.append((col, sql_gen.Col(str(col), into, col.srcs)))
722
    
723
    if not as_items: items = dict(items)
724
    return items
725

    
726
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
727
    '''For params, see mk_flatten_mapping()
728
    @return See return value of mk_flatten_mapping()
729
    '''
730
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
731
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
732
    run_query_into(db, mk_select(db, joins, cols, limit=limit, start=start),
733
        into=into)
734
    return dict(items)
735

    
736
def mk_track_data_error(db, errors_table, cols, value, error_code, error):
737
    assert cols != ()
738
    
739
    cols = map(sql_gen.to_name_only_col, cols)
740
    
741
    columns_cols = ['column']
742
    columns = sql_gen.NamedValues('columns', columns_cols,
743
        [[c.name] for c in cols])
744
    values_cols = ['value', 'error_code', 'error']
745
    values = sql_gen.NamedValues('values', values_cols,
746
        [value, error_code, error])
747
    
748
    select_cols = columns_cols+values_cols
749
    name_only_cols = map(sql_gen.to_name_only_col, select_cols)
750
    errors_table = sql_gen.NamedTable('errors', errors_table)
751
    joins = [columns, sql_gen.Join(values, type_='CROSS'),
752
        sql_gen.Join(errors_table, dict(zip(name_only_cols, select_cols)),
753
        sql_gen.filter_out)]
754
    
755
    return mk_insert_select(db, errors_table, name_only_cols,
756
        mk_select(db, joins, select_cols, order_by=None))
757

    
758
def track_data_error(db, errors_table, cols, *args, **kw_args):
759
    '''
760
    @param errors_table If None, does nothing.
761
    '''
762
    if errors_table == None or cols == (): return
763
    run_query(db, mk_track_data_error(db, errors_table, cols, *args, **kw_args),
764
        cacheable=True, log_level=4)
765

    
766
def cast(db, type_, col, errors_table=None):
767
    '''Casts an (unrenamed) column or value.
768
    If errors_table set and col has srcs, saves errors in errors_table (using
769
    col's srcs attr as the source columns) and converts errors to warnings.
770
    @param col sql_gen.Col|sql_gen.Literal
771
    @param errors_table None|sql_gen.Table|str
772
    '''
773
    save_errors = (errors_table != None and isinstance(col, sql_gen.Col)
774
        and col.srcs != ())
775
    if not save_errors: # can't save errors
776
        return sql_gen.CustomCode(col.to_str(db)+'::'+type_) # just cast
777
    
778
    assert not isinstance(col, sql_gen.NamedCol)
779
    
780
    errors_table = sql_gen.as_Table(errors_table)
781
    srcs = map(sql_gen.to_name_only_col, col.srcs)
782
    function_name = str(sql_gen.FunctionCall(type_, *srcs))
783
    function = sql_gen.TempFunction(function_name, db.autocommit)
784
    
785
    while True:
786
        # Create function definition
787
        query = '''\
788
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
789
RETURNS '''+type_+'''
790
LANGUAGE plpgsql
791
STRICT
792
AS $$
793
BEGIN
794
    /* The explicit cast to the return type is needed to make the cast happen
795
    inside the try block. (Implicit casts to the return type happen at the end
796
    of the function, outside any block.) */
797
    RETURN value::'''+type_+''';
798
EXCEPTION
799
    WHEN data_exception THEN
800
        -- Save error in errors table.
801
        -- Insert the value and error for *each* source column.
802
'''+mk_track_data_error(db, errors_table, srcs,
803
    *map(sql_gen.CustomCode, ['value', 'SQLSTATE', 'SQLERRM']))+''';
804
        
805
        RAISE WARNING '%', SQLERRM;
806
        RETURN NULL;
807
END;
808
$$;
809
'''
810
        
811
        # Create function
812
        try:
813
            run_query(db, query, recover=True, cacheable=True,
814
                log_ignore_excs=(DuplicateFunctionException,))
815
            break # successful
816
        except DuplicateFunctionException:
817
            function.name = next_version(function.name)
818
            # try again with next version of name
819
    
820
    return sql_gen.FunctionCall(function, col)
821

    
822
##### Database structure queries
823

    
824
def table_row_count(db, table, recover=None):
825
    return value(run_query(db, mk_select(db, table, [sql_gen.row_count],
826
        order_by=None, start=0), recover=recover, log_level=3))
827

    
828
def table_cols(db, table, recover=None):
829
    return list(col_names(select(db, table, limit=0, order_by=None,
830
        recover=recover, log_level=4)))
831

    
832
def pkey(db, table, recover=None):
833
    '''Assumed to be first column in table'''
834
    return table_cols(db, table, recover)[0]
835

    
836
not_null_col = 'not_null_col'
837

    
838
def table_not_null_col(db, table, recover=None):
839
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
840
    if not_null_col in table_cols(db, table, recover): return not_null_col
841
    else: return pkey(db, table, recover)
842

    
843
def index_cols(db, table, index):
844
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
845
    automatically created. When you don't know whether something is a UNIQUE
846
    constraint or a UNIQUE index, use this function.'''
847
    module = util.root_module(db.db)
848
    if module == 'psycopg2':
849
        return list(values(run_query(db, '''\
850
SELECT attname
851
FROM
852
(
853
        SELECT attnum, attname
854
        FROM pg_index
855
        JOIN pg_class index ON index.oid = indexrelid
856
        JOIN pg_class table_ ON table_.oid = indrelid
857
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
858
        WHERE
859
            table_.relname = '''+db.esc_value(table)+'''
860
            AND index.relname = '''+db.esc_value(index)+'''
861
    UNION
862
        SELECT attnum, attname
863
        FROM
864
        (
865
            SELECT
866
                indrelid
867
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
868
                    AS indkey
869
            FROM pg_index
870
            JOIN pg_class index ON index.oid = indexrelid
871
            JOIN pg_class table_ ON table_.oid = indrelid
872
            WHERE
873
                table_.relname = '''+db.esc_value(table)+'''
874
                AND index.relname = '''+db.esc_value(index)+'''
875
        ) s
876
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
877
) s
878
ORDER BY attnum
879
'''
880
            , cacheable=True, log_level=4)))
881
    else: raise NotImplementedError("Can't list index columns for "+module+
882
        ' database')
883

    
884
def constraint_cols(db, table, constraint):
885
    module = util.root_module(db.db)
886
    if module == 'psycopg2':
887
        return list(values(run_query(db, '''\
888
SELECT attname
889
FROM pg_constraint
890
JOIN pg_class ON pg_class.oid = conrelid
891
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
892
WHERE
893
    relname = '''+db.esc_value(table)+'''
894
    AND conname = '''+db.esc_value(constraint)+'''
895
ORDER BY attnum
896
'''
897
            )))
898
    else: raise NotImplementedError("Can't list constraint columns for "+module+
899
        ' database')
900

    
901
row_num_col = '_row_num'
902

    
903
def add_index(db, exprs, table=None, unique=False):
904
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
905
    Currently, only function calls are supported as expressions.
906
    '''
907
    if not lists.is_seq(exprs): exprs = [exprs]
908
    
909
    # Parse exprs
910
    old_exprs = exprs[:]
911
    exprs = []
912
    cols = []
913
    for i, expr in enumerate(old_exprs):
914
        expr = copy.deepcopy(expr) # don't modify input!
915
        expr = sql_gen.as_Col(expr)
916
        
917
        # Extract col
918
        if isinstance(expr, sql_gen.FunctionCall):
919
            col = expr.args[0]
920
            expr = sql_gen.Expr(expr)
921
        else: col = expr
922
        
923
        # Extract table
924
        if table == None:
925
            assert sql_gen.is_table_col(col)
926
            table = col.table
927
        
928
        col.table = None
929
        
930
        exprs.append(expr)
931
        cols.append(col)
932
    
933
    table = sql_gen.as_Table(table)
934
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
935
    
936
    str_ = 'CREATE'
937
    if unique: str_ += ' UNIQUE'
938
    str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
939
        ', '.join((v.to_str(db) for v in exprs)))+')'
940
    
941
    try: run_query(db, str_, recover=True, cacheable=True, log_level=3)
942
    except DuplicateTableException: pass # index already existed
943

    
944
def add_pkey(db, table, cols=None, recover=None):
945
    '''Adds a primary key.
946
    @param cols [sql_gen.Col,...] The columns in the primary key.
947
        Defaults to the first column in the table.
948
    @pre The table must not already have a primary key.
949
    '''
950
    table = sql_gen.as_Table(table)
951
    if cols == None: cols = [pkey(db, table, recover)]
952
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
953
    
954
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD PRIMARY KEY ('
955
        +(', '.join(col_strs))+')', recover=True, cacheable=True, log_level=3,
956
        log_ignore_excs=(DuplicateTableException,))
957

    
958
already_indexed = object() # tells add_indexes() the pkey has already been added
959

    
960
def add_indexes(db, table, has_pkey=True):
961
    '''Adds an index on all columns in a table.
962
    @param has_pkey bool|already_indexed Whether a pkey instead of a regular
963
        index should be added on the first column.
964
        * If already_indexed, the pkey is assumed to have already been added
965
    '''
966
    cols = table_cols(db, table)
967
    if has_pkey:
968
        if has_pkey is not already_indexed: add_pkey(db, table)
969
        cols = cols[1:]
970
    for col in cols: add_index(db, col, table)
971

    
972
def add_row_num(db, table):
973
    '''Adds a row number column to a table. Its name is in row_num_col. It will
974
    be the primary key.'''
975
    table = sql_gen.as_Table(table).to_str(db)
976
    run_query(db, 'ALTER TABLE '+table+' ADD COLUMN '+row_num_col
977
        +' serial NOT NULL PRIMARY KEY', log_level=3)
978

    
979
def create_table(db, table, cols, has_pkey=True, col_indexes=True):
980
    '''Creates a table.
981
    @param cols [sql_gen.TypedCol,...] The column names and types
982
    @param has_pkey If set, the first column becomes the primary key.
983
    @param col_indexes bool|[ref]
984
        * If True, indexes will be added on all non-pkey columns.
985
        * If a list reference, [0] will be set to a function to do this.
986
          This can be used to delay index creation until the table is populated.
987
    '''
988
    table = sql_gen.as_Table(table)
989
    
990
    if has_pkey:
991
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
992
        pkey.type += ' NOT NULL PRIMARY KEY'
993
    
994
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
995
    str_ += '\n, '.join(v.to_str(db) for v in cols)
996
    str_ += '\n);\n'
997
    run_query(db, str_, cacheable=True, log_level=2)
998
    
999
    # Add indexes
1000
    if has_pkey: has_pkey = already_indexed
1001
    def add_indexes_(): add_indexes(db, table, has_pkey)
1002
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes_ # defer
1003
    elif col_indexes: add_indexes_() # add now
1004

    
1005
def vacuum(db, table):
1006
    table = sql_gen.as_Table(table)
1007
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1008
        log_level=3))
1009

    
1010
def truncate(db, table, schema='public'):
1011
    table = sql_gen.as_Table(table, schema)
1012
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE')
1013

    
1014
def tables(db, schema_like='public', table_like='%', exact=False):
1015
    if exact: compare = '='
1016
    else: compare = 'LIKE'
1017
    
1018
    module = util.root_module(db.db)
1019
    if module == 'psycopg2':
1020
        conds = [('schemaname', sql_gen.CompareCond(schema_like, compare)),
1021
            ('tablename', sql_gen.CompareCond(table_like, compare))]
1022
        return values(select(db, 'pg_tables', ['tablename'], conds,
1023
            order_by='tablename', log_level=4))
1024
    elif module == 'MySQLdb':
1025
        return values(run_query(db, 'SHOW TABLES LIKE '+db.esc_value(table_like)
1026
            , cacheable=True, log_level=4))
1027
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1028

    
1029
def table_exists(db, table):
1030
    table = sql_gen.as_Table(table)
1031
    return list(tables(db, table.schema, table.name, exact=True)) != []
1032

    
1033
def errors_table(db, table, if_exists=True):
1034
    '''
1035
    @param if_exists If set, returns None if the errors table doesn't exist
1036
    @return None|sql_gen.Table
1037
    '''
1038
    table = sql_gen.as_Table(table)
1039
    if table.srcs != (): table = table.srcs[0]
1040
    
1041
    errors_table = sql_gen.suffixed_table(table, '.errors')
1042
    if if_exists and not table_exists(db, errors_table): return None
1043
    return errors_table
1044

    
1045
##### Database management
1046

    
1047
def empty_db(db, schema='public', **kw_args):
1048
    '''For kw_args, see tables()'''
1049
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1050

    
1051
##### Heuristic queries
1052

    
1053
def put(db, table, row, pkey_=None, row_ct_ref=None):
1054
    '''Recovers from errors.
1055
    Only works under PostgreSQL (uses INSERT RETURNING).
1056
    '''
1057
    row = sql_gen.ColDict(db, table, row)
1058
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1059
    
1060
    try:
1061
        cur = insert(db, table, row, pkey_, recover=True)
1062
        if row_ct_ref != None and cur.rowcount >= 0:
1063
            row_ct_ref[0] += cur.rowcount
1064
        return value(cur)
1065
    except DuplicateKeyException, e:
1066
        row = sql_gen.ColDict(db, table,
1067
            util.dict_subset_right_join(row, e.cols))
1068
        return value(select(db, table, [pkey_], row, recover=True))
1069

    
1070
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1071
    '''Recovers from errors'''
1072
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1073
    except StopIteration:
1074
        if not create: raise
1075
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1076

    
1077
def is_func_result(col):
1078
    return col.table.name.find('(') >= 0 and col.name == 'result'
1079

    
1080
def into_table_name(out_table, in_tables0, mapping, is_func):
1081
    def in_col_str(in_col):
1082
        in_col = sql_gen.remove_col_rename(in_col)
1083
        if isinstance(in_col, sql_gen.Col):
1084
            table = in_col.table
1085
            if table == in_tables0:
1086
                in_col = sql_gen.to_name_only_col(in_col)
1087
            elif is_func_result(in_col): in_col = table # omit col name
1088
        return str(in_col)
1089
    
1090
    str_ = str(out_table)
1091
    if is_func:
1092
        str_ += '('
1093
        
1094
        try: value_in_col = mapping['value']
1095
        except KeyError:
1096
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1097
                for k, v in mapping.iteritems()))
1098
        else: str_ += in_col_str(value_in_col)
1099
        
1100
        str_ += ')'
1101
    else: str_ += '_pkeys'
1102
    return str_
1103

    
1104
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1105
    default=None, is_func=False, on_error=exc.raise_):
1106
    '''Recovers from errors.
1107
    Only works under PostgreSQL (uses INSERT RETURNING).
1108
    @param in_tables The main input table to select from, followed by a list of
1109
        tables to join with it using the main input table's pkey
1110
    @param mapping dict(out_table_col=in_table_col, ...)
1111
        * out_table_col: str (*not* sql_gen.Col)
1112
        * in_table_col: sql_gen.Col|literal-value
1113
    @param into The table to contain the output and input pkeys.
1114
        Defaults to `out_table.name+'_pkeys'`.
1115
    @param default The *output* column to use as the pkey for missing rows.
1116
        If this output column does not exist in the mapping, uses None.
1117
    @param is_func Whether out_table is the name of a SQL function, not a table
1118
    @return sql_gen.Col Where the output pkeys are made available
1119
    '''
1120
    out_table = sql_gen.as_Table(out_table)
1121
    
1122
    def log_debug(msg): db.log_debug(msg, level=1.5)
1123
    def col_ustr(str_):
1124
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1125
    
1126
    out_pkey = pkey(db, out_table, recover=True)
1127
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1128
    
1129
    if mapping == {}: # need at least one column for INSERT SELECT
1130
        mapping = {out_pkey: None} # ColDict will replace with default value
1131
    
1132
    log_debug('********** New iteration **********')
1133
    log_debug('Inserting these input columns into '+strings.as_tt(
1134
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1135
    
1136
    # Create input joins from list of input tables
1137
    in_tables_ = in_tables[:] # don't modify input!
1138
    in_tables0 = in_tables_.pop(0) # first table is separate
1139
    errors_table_ = errors_table(db, in_tables0)
1140
    in_pkey = pkey(db, in_tables0, recover=True)
1141
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1142
    input_joins = [in_tables0]+[sql_gen.Join(v,
1143
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1144
    
1145
    if into == None:
1146
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1147
    into = sql_gen.as_Table(into)
1148
    
1149
    # Set column sources
1150
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1151
    for col in in_cols:
1152
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1153
    
1154
    log_debug('Joining together input tables into temp table')
1155
    # Place in new table for speed and so don't modify input if values edited
1156
    in_table = sql_gen.Table('in')
1157
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1158
        preserve=[in_pkey_col], start=0))
1159
    input_joins = [in_table]
1160
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1161
    
1162
    mapping = sql_gen.ColDict(db, out_table, mapping)
1163
        # after applying dicts.join() because that returns a plain dict
1164
    
1165
    # Resolve default value column
1166
    try: default = mapping[default]
1167
    except KeyError:
1168
        if default != None:
1169
            db.log_debug('Default value column '
1170
                +strings.as_tt(strings.repr_no_u(default))
1171
                +' does not exist in mapping, falling back to None', level=2.1)
1172
            default = None
1173
    
1174
    pkeys_names = [in_pkey, out_pkey]
1175
    pkeys_cols = [in_pkey_col, out_pkey_col]
1176
    
1177
    pkeys_table_exists_ref = [False]
1178
    def insert_into_pkeys(joins, cols):
1179
        query = mk_select(db, joins, cols, order_by=None, start=0)
1180
        if pkeys_table_exists_ref[0]:
1181
            insert_select(db, into, pkeys_names, query)
1182
        else:
1183
            run_query_into(db, query, into=into)
1184
            pkeys_table_exists_ref[0] = True
1185
    
1186
    limit_ref = [None]
1187
    conds = set()
1188
    distinct_on = sql_gen.ColDict(db, out_table)
1189
    def mk_main_select(joins, cols):
1190
        distinct_on_cols = [c.to_Col() for c in distinct_on.values()]
1191
        return mk_select(db, joins, cols, conds, distinct_on_cols,
1192
            limit=limit_ref[0], start=0)
1193
    
1194
    exc_strs = set()
1195
    def log_exc(e):
1196
        e_str = exc.str_(e, first_line_only=True)
1197
        log_debug('Caught exception: '+e_str)
1198
        assert e_str not in exc_strs # avoid infinite loops
1199
        exc_strs.add(e_str)
1200
    
1201
    def remove_all_rows():
1202
        log_debug('Returning NULL for all rows')
1203
        limit_ref[0] = 0 # just create an empty pkeys table
1204
    
1205
    def ignore(in_col, value, e):
1206
        track_data_error(db, errors_table_, in_col.srcs, value, e.cause.pgcode,
1207
            e.cause.pgerror)
1208
        
1209
        in_col_str = strings.as_tt(repr(in_col))
1210
        db.log_debug('Adding index on '+in_col_str+' to enable fast filtering',
1211
            level=2.5)
1212
        add_index(db, in_col)
1213
        
1214
        log_debug('Ignoring rows with '+in_col_str+' = '
1215
            +strings.as_tt(repr(value)))
1216
    def remove_rows(in_col, value, e):
1217
        ignore(in_col, value, e)
1218
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1219
        assert cond not in conds # avoid infinite loops
1220
        conds.add(cond)
1221
    def invalid2null(in_col, value, e):
1222
        ignore(in_col, value, e)
1223
        update(db, in_table, [(in_col, None)],
1224
            sql_gen.ColValueCond(in_col, value))
1225
    
1226
    def insert_pkeys_table(which):
1227
        return sql_gen.Table(sql_gen.add_suffix(in_table.name,
1228
            '_insert_'+which+'_pkeys'))
1229
    insert_out_pkeys = insert_pkeys_table('out')
1230
    insert_in_pkeys = insert_pkeys_table('in')
1231
    
1232
    # Do inserts and selects
1233
    join_cols = sql_gen.ColDict(db, out_table)
1234
    while True:
1235
        if limit_ref[0] == 0: # special case
1236
            log_debug('Creating an empty pkeys table')
1237
            cur = run_query_into(db, mk_select(db, out_table, [out_pkey],
1238
                limit=limit_ref[0]), into=insert_out_pkeys)
1239
            break # don't do main case
1240
        
1241
        has_joins = join_cols != {}
1242
        
1243
        # Prepare to insert new rows
1244
        insert_joins = input_joins[:] # don't modify original!
1245
        insert_args = dict(recover=True, cacheable=False)
1246
        if has_joins:
1247
            insert_joins.append(sql_gen.Join(out_table, join_cols,
1248
                sql_gen.filter_out))
1249
        else:
1250
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1251
        main_select = mk_main_select(insert_joins, mapping.values())
1252
        
1253
        log_debug('Trying to insert new rows')
1254
        try:
1255
            cur = insert_select(db, out_table, mapping.keys(), main_select,
1256
                **insert_args)
1257
            break # insert successful
1258
        except DuplicateKeyException, e:
1259
            log_exc(e)
1260
            
1261
            old_join_cols = join_cols.copy()
1262
            distinct_on.update(util.dict_subset(mapping, e.cols))
1263
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1264
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1265
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1266
            assert join_cols != old_join_cols # avoid infinite loops
1267
        except NullValueException, e:
1268
            log_exc(e)
1269
            
1270
            out_col, = e.cols
1271
            try: in_col = mapping[out_col]
1272
            except KeyError:
1273
                log_debug('Missing mapping for NOT NULL column '+out_col)
1274
                remove_all_rows()
1275
            else: remove_rows(in_col, None, e)
1276
        except FunctionValueException, e:
1277
            log_exc(e)
1278
            
1279
            func_name = e.name
1280
            value = e.value
1281
            for out_col, in_col in mapping.iteritems():
1282
                in_col = sql_gen.unwrap_func_call(in_col, func_name)
1283
                invalid2null(in_col, value, e)
1284
        except MissingCastException, e:
1285
            log_exc(e)
1286
            
1287
            out_col = e.col
1288
            type_ = e.type
1289
            
1290
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
1291
                +strings.as_tt(type_))
1292
            def wrap_func(col): return cast(db, type_, col, errors_table_)
1293
            mapping[out_col] = sql_gen.wrap(wrap_func, mapping[out_col])
1294
        except DatabaseErrors, e:
1295
            log_exc(e)
1296
            
1297
            log_debug('No handler for exception')
1298
            on_error(e)
1299
            remove_all_rows()
1300
        # after exception handled, rerun loop with additional constraints
1301
    
1302
    if row_ct_ref != None and cur.rowcount >= 0:
1303
        row_ct_ref[0] += cur.rowcount
1304
    
1305
    if has_joins:
1306
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1307
        log_debug('Getting output table pkeys of existing/inserted rows')
1308
        insert_into_pkeys(select_joins, pkeys_cols)
1309
    else:
1310
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1311
        
1312
        log_debug('Getting input table pkeys of inserted rows')
1313
        run_query_into(db, mk_main_select(input_joins, [in_pkey]),
1314
            into=insert_in_pkeys)
1315
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1316
        
1317
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1318
            insert_in_pkeys)
1319
        
1320
        log_debug('Combining output and input pkeys in inserted order')
1321
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1322
            {row_num_col: sql_gen.join_same_not_null})]
1323
        insert_into_pkeys(pkey_joins, pkeys_names)
1324
    
1325
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1326
    add_pkey(db, into)
1327
    
1328
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1329
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1330
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1331
        # must use join_same_not_null or query will take forever
1332
    insert_into_pkeys(missing_rows_joins,
1333
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1334
    
1335
    assert table_row_count(db, into) == table_row_count(db, in_table)
1336
    
1337
    srcs = []
1338
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
1339
    return sql_gen.Col(out_pkey, into, srcs)
1340

    
1341
##### Data cleanup
1342

    
1343
def cleanup_table(db, table, cols):
1344
    table = sql_gen.as_Table(table)
1345
    cols = map(sql_gen.as_Col, cols)
1346
    
1347
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1348
        +db.esc_value(r'\N')+')')
1349
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1350
        for v in cols]
1351
    
1352
    update(db, table, changes)
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