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1
# 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, input_params=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)+' % '+repr(input_params)
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
def _query_lookup(query, params): return (query, dicts.make_hashable(params))
149

    
150
log_debug_none = lambda msg, level=2: None
151

    
152
class DbConn:
153
    def __init__(self, db_config, serializable=True, autocommit=False,
154
        caching=True, log_debug=log_debug_none):
155
        self.db_config = db_config
156
        self.serializable = serializable
157
        self.autocommit = autocommit
158
        self.caching = caching
159
        self.log_debug = log_debug
160
        self.debug = log_debug != log_debug_none
161
        
162
        self.__db = None
163
        self.query_results = {}
164
        self._savepoint = 0
165
        self._notices_seen = set()
166
    
167
    def __getattr__(self, name):
168
        if name == '__dict__': raise Exception('getting __dict__')
169
        if name == 'db': return self._db()
170
        else: raise AttributeError()
171
    
172
    def __getstate__(self):
173
        state = copy.copy(self.__dict__) # shallow copy
174
        state['log_debug'] = None # don't pickle the debug callback
175
        state['_DbConn__db'] = None # don't pickle the connection
176
        return state
177
    
178
    def connected(self): return self.__db != None
179
    
180
    def _db(self):
181
        if self.__db == None:
182
            # Process db_config
183
            db_config = self.db_config.copy() # don't modify input!
184
            schemas = db_config.pop('schemas', None)
185
            module_name, mappings = db_engines[db_config.pop('engine')]
186
            module = __import__(module_name)
187
            _add_module(module)
188
            for orig, new in mappings.iteritems():
189
                try: util.rename_key(db_config, orig, new)
190
                except KeyError: pass
191
            
192
            # Connect
193
            self.__db = module.connect(**db_config)
194
            
195
            # Configure connection
196
            if self.serializable and not self.autocommit: self.run_query(
197
                'SET TRANSACTION ISOLATION LEVEL SERIALIZABLE', log_level=4)
198
            if schemas != None:
199
                schemas_ = ''.join((esc_name(self, s)+', '
200
                    for s in schemas.split(',')))
201
                self.run_query("SELECT set_config('search_path', "
202
                    +self.esc_value(schemas_)
203
                    +" || current_setting('search_path'), false)", log_level=3)
204
        
205
        return self.__db
206
    
207
    class DbCursor(Proxy):
208
        def __init__(self, outer):
209
            Proxy.__init__(self, outer.db.cursor())
210
            self.outer = outer
211
            self.query_results = outer.query_results
212
            self.query_lookup = None
213
            self.result = []
214
        
215
        def execute(self, query, params=None):
216
            assert params == None or params == [] or params == ()
217
            if params == [] or params == (): params = None
218
                # None turns off the mogrifier
219
            
220
            self._is_insert = query.startswith('INSERT')
221
            self.query_lookup = query
222
            try:
223
                try:
224
                    cur = self.inner.execute(query, params)
225
                    self.outer.do_autocommit()
226
                finally: self.query = get_cur_query(self.inner, query, params)
227
            except Exception, e:
228
                _add_cursor_info(e, self, query, params)
229
                self.result = e # cache the exception as the result
230
                self._cache_result()
231
                raise
232
            # Fetch all rows so result will be cached
233
            if self.rowcount == 0 and not self._is_insert: consume_rows(self)
234
            return cur
235
        
236
        def fetchone(self):
237
            row = self.inner.fetchone()
238
            if row != None: self.result.append(row)
239
            # otherwise, fetched all rows
240
            else: self._cache_result()
241
            return row
242
        
243
        def _cache_result(self):
244
            # For inserts, only cache exceptions since inserts are not
245
            # idempotent, but an invalid insert will always be invalid
246
            if self.query_results != None and (not self._is_insert
247
                or isinstance(self.result, Exception)):
248
                
249
                assert self.query_lookup != None
250
                self.query_results[self.query_lookup] = self.CacheCursor(
251
                    util.dict_subset(dicts.AttrsDictView(self),
252
                    ['query', 'result', 'rowcount', 'description']))
253
        
254
        class CacheCursor:
255
            def __init__(self, cached_result): self.__dict__ = cached_result
256
            
257
            def execute(self, *args, **kw_args):
258
                if isinstance(self.result, Exception): raise self.result
259
                # otherwise, result is a rows list
260
                self.iter = iter(self.result)
261
            
262
            def fetchone(self):
263
                try: return self.iter.next()
264
                except StopIteration: return None
265
    
266
    def esc_value(self, value):
267
        try: str_ = self.mogrify('%s', [value])
268
        except NotImplementedError, e:
269
            module = util.root_module(self.db)
270
            if module == 'MySQLdb':
271
                import _mysql
272
                str_ = _mysql.escape_string(value)
273
            else: raise e
274
        return strings.to_unicode(str_)
275
    
276
    def esc_name(self, name): return esc_name(self, name) # calls global func
277
    
278
    def can_mogrify(self):
279
        module = util.root_module(self.db)
280
        return module == 'psycopg2'
281
    
282
    def mogrify(self, query, params=None):
283
        if self.can_mogrify(): return self.db.cursor().mogrify(query, params)
284
        else: raise NotImplementedError("Can't mogrify query")
285
    
286
    def print_notices(self):
287
        if hasattr(self.db, 'notices'):
288
            for msg in self.db.notices:
289
                if msg not in self._notices_seen:
290
                    self._notices_seen.add(msg)
291
                    self.log_debug(msg, level=2)
292
    
293
    def run_query(self, query, cacheable=False, log_level=2,
294
        debug_msg_ref=None):
295
        '''
296
        @param log_ignore_excs The log_level will be increased by 2 if the query
297
            throws one of these exceptions.
298
        @param debug_msg_ref If specified, the log message will be returned in
299
            this instead of being output. This allows you to filter log messages
300
            depending on the result of the query.
301
        '''
302
        assert query != None
303
        
304
        if not self.caching: cacheable = False
305
        used_cache = False
306
        
307
        def log_msg(query):
308
            if used_cache: cache_status = 'cache hit'
309
            elif cacheable: cache_status = 'cache miss'
310
            else: cache_status = 'non-cacheable'
311
            return 'DB query: '+cache_status+':\n'+strings.as_code(query, 'SQL')
312
        
313
        try:
314
            # Get cursor
315
            if cacheable:
316
                try:
317
                    cur = self.query_results[query]
318
                    used_cache = True
319
                except KeyError: cur = self.DbCursor(self)
320
            else: cur = self.db.cursor()
321
            
322
            # Log query
323
            if self.debug and debug_msg_ref == None: # log before running
324
                self.log_debug(log_msg(query), log_level)
325
            
326
            # Run query
327
            cur.execute(query)
328
        finally:
329
            self.print_notices()
330
            if self.debug and debug_msg_ref != None: # return after running
331
                debug_msg_ref[0] = log_msg(str(get_cur_query(cur, query)))
332
        
333
        return cur
334
    
335
    def is_cached(self, query): return query in self.query_results
336
    
337
    def with_autocommit(self, func, autocommit=True):
338
        prev_autocommit = self.db.autocommit
339
        self.db.autocommit = autocommit
340
        try: return func()
341
        finally: self.db.autocommit = prev_autocommit
342
    
343
    def with_savepoint(self, func):
344
        savepoint = 'level_'+str(self._savepoint)
345
        self.run_query('SAVEPOINT '+savepoint, log_level=4)
346
        self._savepoint += 1
347
        try:
348
            try: return_val = func()
349
            finally:
350
                self._savepoint -= 1
351
                assert self._savepoint >= 0
352
        except:
353
            self.run_query('ROLLBACK TO SAVEPOINT '+savepoint, log_level=4)
354
            raise
355
        else:
356
            self.run_query('RELEASE SAVEPOINT '+savepoint, log_level=4)
357
            self.do_autocommit()
358
            return return_val
359
    
360
    def do_autocommit(self):
361
        '''Autocommits if outside savepoint'''
362
        assert self._savepoint >= 0
363
        if self.autocommit and self._savepoint == 0:
364
            self.log_debug('Autocommitting')
365
            self.db.commit()
366
    
367
    def col_default(self, col):
368
        table = sql_gen.Table('columns', 'information_schema')
369
        
370
        conds = [('table_name', col.table.name), ('column_name', col.name)]
371
        schema = col.table.schema
372
        if schema != None: conds.append(('table_schema', schema))
373
        
374
        return sql_gen.as_Code(value(select(self, table, ['column_default'],
375
            conds, order_by='table_schema', limit=1, log_level=3)))
376
            # TODO: order_by search_path schema order
377

    
378
connect = DbConn
379

    
380
##### Querying
381

    
382
def mogrify(db, query, params):
383
    module = util.root_module(db.db)
384
    if module == 'psycopg2': return db.db.cursor().mogrify(query, params)
385
    else: raise NotImplementedError("Can't mogrify query for "+module+
386
        ' database')
387

    
388
##### Recoverable querying
389

    
390
def with_savepoint(db, func): return db.with_savepoint(func)
391

    
392
def run_query(db, query, recover=None, cacheable=False, log_level=2,
393
    log_ignore_excs=None, **kw_args):
394
    '''For params, see DbConn.run_query()'''
395
    if recover == None: recover = False
396
    if log_ignore_excs == None: log_ignore_excs = ()
397
    log_ignore_excs = tuple(log_ignore_excs)
398
    
399
    debug_msg_ref = None # usually, db.run_query() logs query before running it
400
    # But if filtering with log_ignore_excs, wait until after exception parsing
401
    if log_ignore_excs != () or not db.can_mogrify(): debug_msg_ref = [None] 
402
    
403
    try:
404
        try:
405
            def run(): return db.run_query(query, cacheable, log_level,
406
                debug_msg_ref, **kw_args)
407
            if recover and not db.is_cached(query):
408
                return with_savepoint(db, run)
409
            else: return run() # don't need savepoint if cached
410
        except Exception, e:
411
            if not recover: raise # need savepoint to run index_cols()
412
            msg = exc.str_(e)
413
            
414
            match = re.search(r'duplicate key value violates unique constraint '
415
                r'"((_?[^\W_]+)_.+?)"', msg)
416
            if match:
417
                constraint, table = match.groups()
418
                try: cols = index_cols(db, table, constraint)
419
                except NotImplementedError: raise e
420
                else: raise DuplicateKeyException(constraint, cols, e)
421
            
422
            match = re.search(r'null value in column "(.+?)" violates not-null'
423
                r' constraint', msg)
424
            if match: raise NullValueException('NOT NULL', [match.group(1)], e)
425
            
426
            match = re.search(r'\b(?:invalid input (?:syntax|value)\b.*?'
427
                r'|date/time field value out of range): "(.+?)"\n'
428
                r'(?:(?s).*?)\bfunction "(.+?)"', msg)
429
            if match:
430
                value, name = match.groups()
431
                raise FunctionValueException(name, strings.to_unicode(value), e)
432
            
433
            match = re.search(r'column "(.+?)" is of type (.+?) but expression '
434
                r'is of type', msg)
435
            if match:
436
                col, type_ = match.groups()
437
                raise MissingCastException(type_, col, e)
438
            
439
            match = re.search(r'relation "(.+?)" already exists', msg)
440
            if match: raise DuplicateTableException(match.group(1), e)
441
            
442
            match = re.search(r'function "(.+?)" already exists', msg)
443
            if match: raise DuplicateFunctionException(match.group(1), e)
444
            
445
            raise # no specific exception raised
446
    except log_ignore_excs:
447
        log_level += 2
448
        raise
449
    finally:
450
        if debug_msg_ref != None and debug_msg_ref[0] != None:
451
            db.log_debug(debug_msg_ref[0], log_level)
452

    
453
##### Basic queries
454

    
455
def next_version(name):
456
    version = 1 # first existing name was version 0
457
    match = re.match(r'^(.*)#(\d+)$', name)
458
    if match:
459
        name, version = match.groups()
460
        version = int(version)+1
461
    return sql_gen.add_suffix(name, '#'+str(version))
462

    
463
def run_query_into(db, query, into=None, add_indexes_=False, **kw_args):
464
    '''Outputs a query to a temp table.
465
    For params, see run_query().
466
    '''
467
    if into == None: return run_query(db, query, **kw_args)
468
    
469
    assert isinstance(into, sql_gen.Table)
470
    
471
    kw_args['recover'] = True
472
    kw_args.setdefault('log_ignore_excs', (DuplicateTableException,))
473
    
474
    temp = not db.autocommit # tables are permanent in autocommit mode
475
    # "temporary tables cannot specify a schema name", so remove schema
476
    if temp: into.schema = None
477
    
478
    # Create table
479
    while True:
480
        create_query = 'CREATE'
481
        if temp: create_query += ' TEMP'
482
        create_query += ' TABLE '+into.to_str(db)+' AS\n'+query
483
        
484
        try:
485
            cur = run_query(db, create_query, **kw_args)
486
                # CREATE TABLE AS sets rowcount to # rows in query
487
            break
488
        except DuplicateTableException, e:
489
            into.name = next_version(into.name)
490
            # try again with next version of name
491
    
492
    if add_indexes_: add_indexes(db, into)
493
    
494
    return cur
495

    
496
order_by_pkey = object() # tells mk_select() to order by the pkey
497

    
498
distinct_on_all = object() # tells mk_select() to SELECT DISTINCT ON all columns
499

    
500
def mk_select(db, tables, fields=None, conds=None, distinct_on=[], limit=None,
501
    start=None, order_by=order_by_pkey, default_table=None):
502
    '''
503
    @param tables The single table to select from, or a list of tables to join
504
        together, with tables after the first being sql_gen.Join objects
505
    @param fields Use None to select all fields in the table
506
    @param conds WHERE conditions: [(compare_left_side, compare_right_side),...]
507
        * container can be any iterable type
508
        * compare_left_side: sql_gen.Code|str (for col name)
509
        * compare_right_side: sql_gen.ValueCond|literal value
510
    @param distinct_on The columns to SELECT DISTINCT ON, or distinct_on_all to
511
        use all columns
512
    @return query
513
    '''
514
    # Parse tables param
515
    if not lists.is_seq(tables): tables = [tables]
516
    tables = list(tables) # don't modify input! (list() copies input)
517
    table0 = sql_gen.as_Table(tables.pop(0)) # first table is separate
518
    
519
    # Parse other params
520
    if conds == None: conds = []
521
    elif dicts.is_dict(conds): conds = conds.items()
522
    conds = list(conds) # don't modify input! (list() copies input)
523
    assert limit == None or type(limit) == int
524
    assert start == None or type(start) == int
525
    if order_by is order_by_pkey:
526
        if distinct_on != []: order_by = None
527
        else: order_by = pkey(db, table0, recover=True)
528
    
529
    query = 'SELECT'
530
    
531
    def parse_col(col): return sql_gen.as_Col(col, default_table).to_str(db)
532
    
533
    # DISTINCT ON columns
534
    if distinct_on != []:
535
        query += '\nDISTINCT'
536
        if distinct_on is not distinct_on_all:
537
            query += ' ON ('+(', '.join(map(parse_col, distinct_on)))+')'
538
    
539
    # Columns
540
    query += '\n'
541
    if fields == None: query += '*'
542
    else:
543
        assert fields != []
544
        query += '\n, '.join(map(parse_col, fields))
545
    
546
    # Main table
547
    query += '\nFROM '+table0.to_str(db)
548
    
549
    # Add joins
550
    left_table = table0
551
    for join_ in tables:
552
        table = join_.table
553
        
554
        # Parse special values
555
        if join_.type_ is sql_gen.filter_out: # filter no match
556
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
557
                None))
558
        
559
        query += '\n'+join_.to_str(db, left_table)
560
        
561
        left_table = table
562
    
563
    missing = True
564
    if conds != []:
565
        if len(conds) == 1: whitespace = ' '
566
        else: whitespace = '\n'
567
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
568
            .to_str(db) for l, r in conds], 'WHERE')
569
        missing = False
570
    if order_by != None:
571
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
572
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
573
    if start != None:
574
        if start != 0: query += '\nOFFSET '+str(start)
575
        missing = False
576
    if missing: warnings.warn(DbWarning(
577
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
578
    
579
    return query
580

    
581
def select(db, *args, **kw_args):
582
    '''For params, see mk_select() and run_query()'''
583
    recover = kw_args.pop('recover', None)
584
    cacheable = kw_args.pop('cacheable', True)
585
    log_level = kw_args.pop('log_level', 2)
586
    
587
    return run_query(db, mk_select(db, *args, **kw_args), recover, cacheable,
588
        log_level=log_level)
589

    
590
def mk_insert_select(db, table, cols=None, select_query=None, returning=None,
591
    embeddable=False):
592
    '''
593
    @param returning str|None An inserted column (such as pkey) to return
594
    @param embeddable Whether the query should be embeddable as a nested SELECT.
595
        Warning: If you set this and cacheable=True when the query is run, the
596
        query will be fully cached, not just if it raises an exception.
597
    '''
598
    table = sql_gen.remove_table_rename(sql_gen.as_Table(table))
599
    if cols == []: cols = None # no cols (all defaults) = unknown col names
600
    if cols != None:
601
        cols = [sql_gen.to_name_only_col(v, table).to_str(db) for v in cols]
602
    if select_query == None: select_query = 'DEFAULT VALUES'
603
    if returning != None: returning = sql_gen.as_Col(returning, table)
604
    
605
    # Build query
606
    first_line = 'INSERT INTO '+table.to_str(db)
607
    query = first_line
608
    if cols != None: query += '\n('+', '.join(cols)+')'
609
    query += '\n'+select_query
610
    
611
    if returning != None:
612
        query += '\nRETURNING '+sql_gen.to_name_only_col(returning).to_str(db)
613
    
614
    if embeddable:
615
        assert returning != None
616
        
617
        # Create function
618
        function_name = sql_gen.clean_name(first_line)
619
        return_type = 'SETOF '+returning.to_str(db)+'%TYPE'
620
        while True:
621
            try:
622
                function = sql_gen.TempFunction(function_name, db.autocommit)
623
                
624
                function_query = '''\
625
CREATE FUNCTION '''+function.to_str(db)+'''()
626
RETURNS '''+return_type+'''
627
LANGUAGE sql
628
AS $$
629
'''+query+''';
630
$$;
631
'''
632
                run_query(db, function_query, recover=True, cacheable=True,
633
                    log_ignore_excs=(DuplicateFunctionException,))
634
                break # this version was successful
635
            except DuplicateFunctionException, e:
636
                function_name = next_version(function_name)
637
                # try again with next version of name
638
        
639
        # Return query that uses function
640
        func_table = sql_gen.NamedTable('f', sql_gen.FunctionCall(function),
641
            [returning]) # AS clause requires function alias
642
        return mk_select(db, func_table, start=0, order_by=None)
643
    
644
    return query
645

    
646
def insert_select(db, *args, **kw_args):
647
    '''For params, see mk_insert_select() and run_query_into()
648
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
649
        values in
650
    '''
651
    into = kw_args.pop('into', None)
652
    if into != None: kw_args['embeddable'] = True
653
    recover = kw_args.pop('recover', None)
654
    cacheable = kw_args.pop('cacheable', True)
655
    log_level = kw_args.pop('log_level', 2)
656
    
657
    return run_query_into(db, mk_insert_select(db, *args, **kw_args), into,
658
        recover=recover, cacheable=cacheable, log_level=log_level)
659

    
660
default = sql_gen.default # tells insert() to use the default value for a column
661

    
662
def insert(db, table, row, *args, **kw_args):
663
    '''For params, see insert_select()'''
664
    if lists.is_seq(row): cols = None
665
    else:
666
        cols = row.keys()
667
        row = row.values()
668
    row = list(row) # ensure that "== []" works
669
    
670
    if row == []: query = None
671
    else: query = sql_gen.Values(row).to_str(db)
672
    
673
    return insert_select(db, table, cols, query, *args, **kw_args)
674

    
675
def mk_update(db, table, changes=None, cond=None):
676
    '''
677
    @param changes [(col, new_value),...]
678
        * container can be any iterable type
679
        * col: sql_gen.Code|str (for col name)
680
        * new_value: sql_gen.Code|literal value
681
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
682
    @return str query
683
    '''
684
    query = 'UPDATE '+sql_gen.as_Table(table).to_str(db)+'\nSET\n'
685
    query += ',\n'.join((sql_gen.to_name_only_col(col, table).to_str(db)+' = '
686
        +sql_gen.as_Value(new_value).to_str(db) for col, new_value in changes))
687
    if cond != None: query += '\nWHERE\n'+cond.to_str(db)
688
    
689
    return query
690

    
691
def update(db, *args, **kw_args):
692
    '''For params, see mk_update() and run_query()'''
693
    recover = kw_args.pop('recover', None)
694
    
695
    return run_query(db, mk_update(db, *args, **kw_args), recover)
696

    
697
def last_insert_id(db):
698
    module = util.root_module(db.db)
699
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
700
    elif module == 'MySQLdb': return db.insert_id()
701
    else: return None
702

    
703
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
704
    '''Creates a mapping from original column names (which may have collisions)
705
    to names that will be distinct among the columns' tables.
706
    This is meant to be used for several tables that are being joined together.
707
    @param cols The columns to combine. Duplicates will be removed.
708
    @param into The table for the new columns.
709
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
710
        columns will be included in the mapping even if they are not in cols.
711
        The tables of the provided Col objects will be changed to into, so make
712
        copies of them if you want to keep the original tables.
713
    @param as_items Whether to return a list of dict items instead of a dict
714
    @return dict(orig_col=new_col, ...)
715
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
716
        * new_col: sql_gen.Col(orig_col_name, into)
717
        * All mappings use the into table so its name can easily be
718
          changed for all columns at once
719
    '''
720
    cols = lists.uniqify(cols)
721
    
722
    items = []
723
    for col in preserve:
724
        orig_col = copy.copy(col)
725
        col.table = into
726
        items.append((orig_col, col))
727
    preserve = set(preserve)
728
    for col in cols:
729
        if col not in preserve:
730
            items.append((col, sql_gen.Col(str(col), into, col.srcs)))
731
    
732
    if not as_items: items = dict(items)
733
    return items
734

    
735
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
736
    '''For params, see mk_flatten_mapping()
737
    @return See return value of mk_flatten_mapping()
738
    '''
739
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
740
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
741
    run_query_into(db, mk_select(db, joins, cols, limit=limit, start=start),
742
        into=into)
743
    return dict(items)
744

    
745
def mk_track_data_error(db, errors_table, cols, value, error_code, error):
746
    cols = map(sql_gen.to_name_only_col, cols)
747
    
748
    columns_cols = ['column']
749
    columns = sql_gen.NamedValues('columns', columns_cols,
750
        [[c.name] for c in cols])
751
    values_cols = ['value', 'error_code', 'error']
752
    values = sql_gen.NamedValues('values', values_cols,
753
        [value, error_code, error])
754
    
755
    select_cols = columns_cols+values_cols
756
    name_only_cols = map(sql_gen.to_name_only_col, select_cols)
757
    errors_table = sql_gen.NamedTable('errors', errors_table)
758
    joins = [columns, sql_gen.Join(values, type_='CROSS'),
759
        sql_gen.Join(errors_table, dict(zip(name_only_cols, select_cols)),
760
        sql_gen.filter_out)]
761
    
762
    return mk_insert_select(db, errors_table, name_only_cols,
763
        mk_select(db, joins, select_cols, order_by=None))
764

    
765
def track_data_error(db, errors_table, *args, **kw_args):
766
    '''
767
    @param errors_table If None, does nothing.
768
    '''
769
    if errors_table == None: return
770
    run_query(db, mk_track_data_error(db, errors_table, *args, **kw_args),
771
        cacheable=True, log_level=4)
772

    
773
def cast(db, type_, col, errors_table=None):
774
    '''Casts an (unrenamed) column or value.
775
    If errors_table set and col has srcs, saves errors in errors_table (using
776
    col's srcs attr as the source columns) and converts errors to warnings.
777
    @param col sql_gen.Col|sql_gen.Literal
778
    @param errors_table None|sql_gen.Table|str
779
    '''
780
    save_errors = (errors_table != None and isinstance(col, sql_gen.Col)
781
        and col.srcs != ())
782
    if not save_errors: # can't save errors
783
        return sql_gen.CustomCode(col.to_str(db)+'::'+type_) # just cast
784
    
785
    assert not isinstance(col, sql_gen.NamedCol)
786
    
787
    errors_table = sql_gen.as_Table(errors_table)
788
    srcs = map(sql_gen.to_name_only_col, col.srcs)
789
    function_name = str(sql_gen.FunctionCall(type_, *srcs))
790
    function = sql_gen.TempFunction(function_name, db.autocommit)
791
    
792
    while True:
793
        # Create function definition
794
        query = '''\
795
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
796
RETURNS '''+type_+'''
797
LANGUAGE plpgsql
798
STRICT
799
AS $$
800
BEGIN
801
    /* The explicit cast to the return type is needed to make the cast happen
802
    inside the try block. (Implicit casts to the return type happen at the end
803
    of the function, outside any block.) */
804
    RETURN value::'''+type_+''';
805
EXCEPTION
806
    WHEN data_exception THEN
807
        -- Save error in errors table.
808
        -- Insert the value and error for *each* source column.
809
'''+mk_track_data_error(db, errors_table, srcs,
810
    *map(sql_gen.CustomCode, ['value', 'SQLSTATE', 'SQLERRM']))+''';
811
        
812
        RAISE WARNING '%', SQLERRM;
813
        RETURN NULL;
814
END;
815
$$;
816
'''
817
        
818
        # Create function
819
        try:
820
            run_query(db, query, recover=True, cacheable=True,
821
                log_ignore_excs=(DuplicateFunctionException,))
822
            break # successful
823
        except DuplicateFunctionException:
824
            function.name = next_version(function.name)
825
            # try again with next version of name
826
    
827
    return sql_gen.FunctionCall(function, col)
828

    
829
##### Database structure queries
830

    
831
def table_row_count(db, table, recover=None):
832
    return value(run_query(db, mk_select(db, table, [sql_gen.row_count],
833
        order_by=None, start=0), recover=recover, log_level=3))
834

    
835
def table_cols(db, table, recover=None):
836
    return list(col_names(select(db, table, limit=0, order_by=None,
837
        recover=recover, log_level=4)))
838

    
839
def pkey(db, table, recover=None):
840
    '''Assumed to be first column in table'''
841
    return table_cols(db, table, recover)[0]
842

    
843
not_null_col = 'not_null_col'
844

    
845
def table_not_null_col(db, table, recover=None):
846
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
847
    if not_null_col in table_cols(db, table, recover): return not_null_col
848
    else: return pkey(db, table, recover)
849

    
850
def index_cols(db, table, index):
851
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
852
    automatically created. When you don't know whether something is a UNIQUE
853
    constraint or a UNIQUE index, use this function.'''
854
    module = util.root_module(db.db)
855
    if module == 'psycopg2':
856
        return list(values(run_query(db, '''\
857
SELECT attname
858
FROM
859
(
860
        SELECT attnum, attname
861
        FROM pg_index
862
        JOIN pg_class index ON index.oid = indexrelid
863
        JOIN pg_class table_ ON table_.oid = indrelid
864
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
865
        WHERE
866
            table_.relname = '''+db.esc_value(table)+'''
867
            AND index.relname = '''+db.esc_value(index)+'''
868
    UNION
869
        SELECT attnum, attname
870
        FROM
871
        (
872
            SELECT
873
                indrelid
874
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
875
                    AS indkey
876
            FROM pg_index
877
            JOIN pg_class index ON index.oid = indexrelid
878
            JOIN pg_class table_ ON table_.oid = indrelid
879
            WHERE
880
                table_.relname = '''+db.esc_value(table)+'''
881
                AND index.relname = '''+db.esc_value(index)+'''
882
        ) s
883
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
884
) s
885
ORDER BY attnum
886
'''
887
            , cacheable=True, log_level=4)))
888
    else: raise NotImplementedError("Can't list index columns for "+module+
889
        ' database')
890

    
891
def constraint_cols(db, table, constraint):
892
    module = util.root_module(db.db)
893
    if module == 'psycopg2':
894
        return list(values(run_query(db, '''\
895
SELECT attname
896
FROM pg_constraint
897
JOIN pg_class ON pg_class.oid = conrelid
898
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
899
WHERE
900
    relname = '''+db.esc_value(table)+'''
901
    AND conname = '''+db.esc_value(constraint)+'''
902
ORDER BY attnum
903
'''
904
            )))
905
    else: raise NotImplementedError("Can't list constraint columns for "+module+
906
        ' database')
907

    
908
row_num_col = '_row_num'
909

    
910
def add_index(db, exprs, table=None, unique=False):
911
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
912
    Currently, only function calls are supported as expressions.
913
    '''
914
    if not lists.is_seq(exprs): exprs = [exprs]
915
    
916
    # Parse exprs
917
    old_exprs = exprs[:]
918
    exprs = []
919
    cols = []
920
    for i, expr in enumerate(old_exprs):
921
        expr = copy.deepcopy(expr) # don't modify input!
922
        expr = sql_gen.as_Col(expr)
923
        
924
        # Extract col
925
        if isinstance(expr, sql_gen.FunctionCall):
926
            col = expr.args[0]
927
            expr = sql_gen.Expr(expr)
928
        else: col = expr
929
        
930
        # Extract table
931
        if table == None:
932
            assert sql_gen.is_table_col(col)
933
            table = col.table
934
        
935
        col.table = None
936
        
937
        exprs.append(expr)
938
        cols.append(col)
939
    
940
    table = sql_gen.as_Table(table)
941
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
942
    
943
    str_ = 'CREATE'
944
    if unique: str_ += ' UNIQUE'
945
    str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
946
        ', '.join((v.to_str(db) for v in exprs)))+')'
947
    
948
    try: run_query(db, str_, recover=True, cacheable=True, log_level=3)
949
    except DuplicateTableException: pass # index already existed
950

    
951
def add_pkey(db, table, cols=None, recover=None):
952
    '''Adds a primary key.
953
    @param cols [sql_gen.Col,...] The columns in the primary key.
954
        Defaults to the first column in the table.
955
    @pre The table must not already have a primary key.
956
    '''
957
    table = sql_gen.as_Table(table)
958
    if cols == None: cols = [pkey(db, table, recover)]
959
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
960
    
961
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD PRIMARY KEY ('
962
        +(', '.join(col_strs))+')', recover=True, cacheable=True, log_level=3,
963
        log_ignore_excs=(DuplicateTableException,))
964

    
965
already_indexed = object() # tells add_indexes() the pkey has already been added
966

    
967
def add_indexes(db, table, has_pkey=True):
968
    '''Adds an index on all columns in a table.
969
    @param has_pkey bool|already_indexed Whether a pkey instead of a regular
970
        index should be added on the first column.
971
        * If already_indexed, the pkey is assumed to have already been added
972
    '''
973
    cols = table_cols(db, table)
974
    if has_pkey:
975
        if has_pkey is not already_indexed: add_pkey(db, table)
976
        cols = cols[1:]
977
    for col in cols: add_index(db, col, table)
978

    
979
def add_row_num(db, table):
980
    '''Adds a row number column to a table. Its name is in row_num_col. It will
981
    be the primary key.'''
982
    table = sql_gen.as_Table(table).to_str(db)
983
    run_query(db, 'ALTER TABLE '+table+' ADD COLUMN '+row_num_col
984
        +' serial NOT NULL PRIMARY KEY', log_level=3)
985

    
986
def create_table(db, table, cols, has_pkey=True, col_indexes=True):
987
    '''Creates a table.
988
    @param cols [sql_gen.TypedCol,...] The column names and types
989
    @param has_pkey If set, the first column becomes the primary key.
990
    @param col_indexes bool|[ref]
991
        * If True, indexes will be added on all non-pkey columns.
992
        * If a list reference, [0] will be set to a function to do this.
993
          This can be used to delay index creation until the table is populated.
994
    '''
995
    table = sql_gen.as_Table(table)
996
    
997
    if has_pkey:
998
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
999
        pkey.type += ' NOT NULL PRIMARY KEY'
1000
    
1001
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
1002
    str_ += '\n, '.join(v.to_str(db) for v in cols)
1003
    str_ += '\n);\n'
1004
    run_query(db, str_, cacheable=True, log_level=2)
1005
    
1006
    # Add indexes
1007
    if has_pkey: has_pkey = already_indexed
1008
    def add_indexes_(): add_indexes(db, table, has_pkey)
1009
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes_ # defer
1010
    elif col_indexes: add_indexes_() # add now
1011

    
1012
def vacuum(db, table):
1013
    table = sql_gen.as_Table(table)
1014
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1015
        log_level=3))
1016

    
1017
def truncate(db, table, schema='public'):
1018
    table = sql_gen.as_Table(table, schema)
1019
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE')
1020

    
1021
def tables(db, schema_like='public', table_like='%', exact=False):
1022
    if exact: compare = '='
1023
    else: compare = 'LIKE'
1024
    
1025
    module = util.root_module(db.db)
1026
    if module == 'psycopg2':
1027
        conds = [('schemaname', sql_gen.CompareCond(schema_like, compare)),
1028
            ('tablename', sql_gen.CompareCond(table_like, compare))]
1029
        return values(select(db, 'pg_tables', ['tablename'], conds,
1030
            order_by='tablename', log_level=4))
1031
    elif module == 'MySQLdb':
1032
        return values(run_query(db, 'SHOW TABLES LIKE '+db.esc_value(table_like)
1033
            , cacheable=True, log_level=4))
1034
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1035

    
1036
def table_exists(db, table):
1037
    table = sql_gen.as_Table(table)
1038
    return list(tables(db, table.schema, table.name, exact=True)) != []
1039

    
1040
def errors_table(db, table, if_exists=True):
1041
    '''
1042
    @param if_exists If set, returns None if the errors table doesn't exist
1043
    @return None|sql_gen.Table
1044
    '''
1045
    table = sql_gen.as_Table(table)
1046
    if table.srcs != (): table = table.srcs[0]
1047
    
1048
    errors_table = sql_gen.suffixed_table(table, '.errors')
1049
    if if_exists and not table_exists(db, errors_table): return None
1050
    return errors_table
1051

    
1052
##### Database management
1053

    
1054
def empty_db(db, schema='public', **kw_args):
1055
    '''For kw_args, see tables()'''
1056
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1057

    
1058
##### Heuristic queries
1059

    
1060
def put(db, table, row, pkey_=None, row_ct_ref=None):
1061
    '''Recovers from errors.
1062
    Only works under PostgreSQL (uses INSERT RETURNING).
1063
    '''
1064
    row = sql_gen.ColDict(db, table, row)
1065
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1066
    
1067
    try:
1068
        cur = insert(db, table, row, pkey_, recover=True)
1069
        if row_ct_ref != None and cur.rowcount >= 0:
1070
            row_ct_ref[0] += cur.rowcount
1071
        return value(cur)
1072
    except DuplicateKeyException, e:
1073
        row = sql_gen.ColDict(db, table,
1074
            util.dict_subset_right_join(row, e.cols))
1075
        return value(select(db, table, [pkey_], row, recover=True))
1076

    
1077
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1078
    '''Recovers from errors'''
1079
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1080
    except StopIteration:
1081
        if not create: raise
1082
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1083

    
1084
def is_func_result(col):
1085
    return col.table.name.find('(') >= 0 and col.name == 'result'
1086

    
1087
def into_table_name(out_table, in_tables0, mapping, is_func):
1088
    def in_col_str(in_col):
1089
        in_col = sql_gen.remove_col_rename(in_col)
1090
        if isinstance(in_col, sql_gen.Col):
1091
            table = in_col.table
1092
            if table == in_tables0:
1093
                in_col = sql_gen.to_name_only_col(in_col)
1094
            elif is_func_result(in_col): in_col = table # omit col name
1095
        return str(in_col)
1096
    
1097
    str_ = str(out_table)
1098
    if is_func:
1099
        str_ += '('
1100
        
1101
        try: value_in_col = mapping['value']
1102
        except KeyError:
1103
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1104
                for k, v in mapping.iteritems()))
1105
        else: str_ += in_col_str(value_in_col)
1106
        
1107
        str_ += ')'
1108
    else: str_ += '_pkeys'
1109
    return str_
1110

    
1111
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1112
    default=None, is_func=False):
1113
    '''Recovers from errors.
1114
    Only works under PostgreSQL (uses INSERT RETURNING).
1115
    @param in_tables The main input table to select from, followed by a list of
1116
        tables to join with it using the main input table's pkey
1117
    @param mapping dict(out_table_col=in_table_col, ...)
1118
        * out_table_col: str (*not* sql_gen.Col)
1119
        * in_table_col: sql_gen.Col|literal-value
1120
    @param into The table to contain the output and input pkeys.
1121
        Defaults to `out_table.name+'_pkeys'`.
1122
    @param default The *output* column to use as the pkey for missing rows.
1123
        If this output column does not exist in the mapping, uses None.
1124
    @param is_func Whether out_table is the name of a SQL function, not a table
1125
    @return sql_gen.Col Where the output pkeys are made available
1126
    '''
1127
    out_table = sql_gen.as_Table(out_table)
1128
    
1129
    def log_debug(msg): db.log_debug(msg, level=1.5)
1130
    def col_ustr(str_):
1131
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1132
    
1133
    out_pkey = pkey(db, out_table, recover=True)
1134
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1135
    
1136
    if mapping == {}: # need at least one column for INSERT SELECT
1137
        mapping = {out_pkey: None} # ColDict will replace with default value
1138
    
1139
    log_debug('********** New iteration **********')
1140
    log_debug('Inserting these input columns into '+strings.as_tt(
1141
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1142
    
1143
    # Create input joins from list of input tables
1144
    in_tables_ = in_tables[:] # don't modify input!
1145
    in_tables0 = in_tables_.pop(0) # first table is separate
1146
    errors_table_ = errors_table(db, in_tables0)
1147
    in_pkey = pkey(db, in_tables0, recover=True)
1148
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1149
    input_joins = [in_tables0]+[sql_gen.Join(v,
1150
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1151
    
1152
    if into == None:
1153
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1154
    into = sql_gen.as_Table(into)
1155
    
1156
    # Set column sources
1157
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1158
    for col in in_cols:
1159
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1160
    
1161
    log_debug('Joining together input tables into temp table')
1162
    # Place in new table for speed and so don't modify input if values edited
1163
    in_table = sql_gen.Table('in')
1164
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1165
        preserve=[in_pkey_col], start=0))
1166
    input_joins = [in_table]
1167
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1168
    
1169
    mapping = sql_gen.ColDict(db, out_table, mapping)
1170
        # after applying dicts.join() because that returns a plain dict
1171
    
1172
    # Resolve default value column
1173
    try: default = mapping[default]
1174
    except KeyError:
1175
        if default != None:
1176
            db.log_debug('Default value column '
1177
                +strings.as_tt(strings.repr_no_u(default))
1178
                +' does not exist in mapping, falling back to None', level=2.1)
1179
            default = None
1180
    
1181
    pkeys_names = [in_pkey, out_pkey]
1182
    pkeys_cols = [in_pkey_col, out_pkey_col]
1183
    
1184
    pkeys_table_exists_ref = [False]
1185
    def insert_into_pkeys(joins, cols):
1186
        query = mk_select(db, joins, cols, order_by=None, start=0)
1187
        if pkeys_table_exists_ref[0]:
1188
            insert_select(db, into, pkeys_names, query)
1189
        else:
1190
            run_query_into(db, query, into=into)
1191
            pkeys_table_exists_ref[0] = True
1192
    
1193
    limit_ref = [None]
1194
    conds = set()
1195
    distinct_on = []
1196
    def mk_main_select(joins, cols):
1197
        return mk_select(db, joins, cols, conds, distinct_on,
1198
            limit=limit_ref[0], start=0)
1199
    
1200
    exc_strs = set()
1201
    def log_exc(e):
1202
        e_str = exc.str_(e, first_line_only=True)
1203
        log_debug('Caught exception: '+e_str)
1204
        assert e_str not in exc_strs # avoid infinite loops
1205
        exc_strs.add(e_str)
1206
    
1207
    def remove_all_rows():
1208
        log_debug('Returning NULL for all rows')
1209
        limit_ref[0] = 0 # just create an empty pkeys table
1210
    
1211
    def ignore(in_col, value, e):
1212
        track_data_error(db, errors_table_, in_col.srcs, value, e.cause.pgcode,
1213
            e.cause.pgerror)
1214
        
1215
        in_col_str = strings.as_tt(repr(in_col))
1216
        db.log_debug('Adding index on '+in_col_str+' to enable fast filtering',
1217
            level=2.5)
1218
        add_index(db, in_col)
1219
        
1220
        log_debug('Ignoring rows with '+in_col_str+' = '
1221
            +strings.as_tt(repr(value)))
1222
    def remove_rows(in_col, value, e):
1223
        ignore(in_col, value, e)
1224
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1225
        assert cond not in conds # avoid infinite loops
1226
        conds.add(cond)
1227
    def invalid2null(in_col, value, e):
1228
        ignore(in_col, value, e)
1229
        update(db, in_table, [(in_col, None)],
1230
            sql_gen.ColValueCond(in_col, value))
1231
    
1232
    def insert_pkeys_table(which):
1233
        return sql_gen.Table(sql_gen.add_suffix(in_table.name,
1234
            '_insert_'+which+'_pkeys'))
1235
    insert_out_pkeys = insert_pkeys_table('out')
1236
    insert_in_pkeys = insert_pkeys_table('in')
1237
    
1238
    # Do inserts and selects
1239
    join_cols = sql_gen.ColDict(db, out_table)
1240
    while True:
1241
        if limit_ref[0] == 0: # special case
1242
            log_debug('Creating an empty pkeys table')
1243
            cur = run_query_into(db, mk_select(db, out_table, [out_pkey],
1244
                limit=limit_ref[0]), into=insert_out_pkeys)
1245
            break # don't do main case
1246
        
1247
        has_joins = join_cols != {}
1248
        
1249
        # Prepare to insert new rows
1250
        insert_joins = input_joins[:] # don't modify original!
1251
        insert_args = dict(recover=True, cacheable=False)
1252
        if has_joins:
1253
            distinct_on = [v.to_Col() for v in join_cols.values()]
1254
            insert_joins.append(sql_gen.Join(out_table, join_cols,
1255
                sql_gen.filter_out))
1256
        else:
1257
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1258
        main_select = mk_main_select(insert_joins, mapping.values())
1259
        
1260
        log_debug('Trying to insert new rows')
1261
        try:
1262
            cur = insert_select(db, out_table, mapping.keys(), main_select,
1263
                **insert_args)
1264
            break # insert successful
1265
        except DuplicateKeyException, e:
1266
            log_exc(e)
1267
            
1268
            old_join_cols = join_cols.copy()
1269
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1270
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1271
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1272
            assert join_cols != old_join_cols # avoid infinite loops
1273
        except NullValueException, e:
1274
            log_exc(e)
1275
            
1276
            out_col, = e.cols
1277
            try: in_col = mapping[out_col]
1278
            except KeyError:
1279
                log_debug('Missing mapping for NOT NULL column '+out_col)
1280
                remove_all_rows()
1281
            else: remove_rows(in_col, None, e)
1282
        except FunctionValueException, e:
1283
            log_exc(e)
1284
            
1285
            func_name = e.name
1286
            value = e.value
1287
            for out_col, in_col in mapping.iteritems():
1288
                in_col = sql_gen.unwrap_func_call(in_col, func_name)
1289
                invalid2null(in_col, value, e)
1290
        except MissingCastException, e:
1291
            log_exc(e)
1292
            
1293
            out_col = e.col
1294
            type_ = e.type
1295
            
1296
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
1297
                +strings.as_tt(type_))
1298
            def wrap_func(col): return cast(db, type_, col, errors_table_)
1299
            mapping[out_col] = sql_gen.wrap(wrap_func, mapping[out_col])
1300
        except DatabaseErrors, e:
1301
            log_exc(e)
1302
            
1303
            msg = 'No handler for exception: '+exc.str_(e)
1304
            warnings.warn(DbWarning(msg))
1305
            log_debug(msg)
1306
            remove_all_rows()
1307
        # after exception handled, rerun loop with additional constraints
1308
    
1309
    if row_ct_ref != None and cur.rowcount >= 0:
1310
        row_ct_ref[0] += cur.rowcount
1311
    
1312
    if has_joins:
1313
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1314
        log_debug('Getting output table pkeys of existing/inserted rows')
1315
        insert_into_pkeys(select_joins, pkeys_cols)
1316
    else:
1317
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1318
        
1319
        log_debug('Getting input table pkeys of inserted rows')
1320
        run_query_into(db, mk_main_select(input_joins, [in_pkey]),
1321
            into=insert_in_pkeys)
1322
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1323
        
1324
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1325
            insert_in_pkeys)
1326
        
1327
        log_debug('Combining output and input pkeys in inserted order')
1328
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1329
            {row_num_col: sql_gen.join_same_not_null})]
1330
        insert_into_pkeys(pkey_joins, pkeys_names)
1331
    
1332
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1333
    add_pkey(db, into)
1334
    
1335
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1336
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1337
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1338
        # must use join_same_not_null or query will take forever
1339
    insert_into_pkeys(missing_rows_joins,
1340
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1341
    
1342
    assert table_row_count(db, into) == table_row_count(db, in_table)
1343
    
1344
    srcs = []
1345
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
1346
    return sql_gen.Col(out_pkey, into, srcs)
1347

    
1348
##### Data cleanup
1349

    
1350
def cleanup_table(db, table, cols):
1351
    table = sql_gen.as_Table(table)
1352
    cols = map(sql_gen.as_Col, cols)
1353
    
1354
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1355
        +db.esc_value(r'\N')+')')
1356
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1357
        for v in cols]
1358
    
1359
    update(db, table, changes)
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