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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: self.run_query(
195
                'SET TRANSACTION ISOLATION LEVEL SERIALIZABLE', log_level=4)
196
            if schemas != None:
197
                search_path = [self.esc_name(s) for s in schemas.split(',')]
198
                search_path.append(value(run_query(self, 'SHOW search_path',
199
                    log_level=4)))
200
                run_query(self, 'SET search_path TO '+(','.join(search_path)),
201
                    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 std_code(self, str_):
273
        '''Standardizes SQL code.
274
        * Ensures that string literals are prefixed by `E`
275
        '''
276
        if str_.startswith("'"): str_ = 'E'+str_
277
        return str_
278
    
279
    def can_mogrify(self):
280
        module = util.root_module(self.db)
281
        return module == 'psycopg2'
282
    
283
    def mogrify(self, query, params=None):
284
        if self.can_mogrify(): return self.db.cursor().mogrify(query, params)
285
        else: raise NotImplementedError("Can't mogrify query")
286
    
287
    def print_notices(self):
288
        if hasattr(self.db, 'notices'):
289
            for msg in self.db.notices:
290
                if msg not in self._notices_seen:
291
                    self._notices_seen.add(msg)
292
                    self.log_debug(msg, level=2)
293
    
294
    def run_query(self, query, cacheable=False, log_level=2,
295
        debug_msg_ref=None):
296
        '''
297
        @param log_ignore_excs The log_level will be increased by 2 if the query
298
            throws one of these exceptions.
299
        @param debug_msg_ref If specified, the log message will be returned in
300
            this instead of being output. This allows you to filter log messages
301
            depending on the result of the query.
302
        '''
303
        assert query != None
304
        
305
        if not self.caching: cacheable = False
306
        used_cache = False
307
        
308
        def log_msg(query):
309
            if used_cache: cache_status = 'cache hit'
310
            elif cacheable: cache_status = 'cache miss'
311
            else: cache_status = 'non-cacheable'
312
            return 'DB query: '+cache_status+':\n'+strings.as_code(query, 'SQL')
313
        
314
        try:
315
            # Get cursor
316
            if cacheable:
317
                try:
318
                    cur = self.query_results[query]
319
                    used_cache = True
320
                except KeyError: cur = self.DbCursor(self)
321
            else: cur = self.db.cursor()
322
            
323
            # Log query
324
            if self.debug and debug_msg_ref == None: # log before running
325
                self.log_debug(log_msg(query), log_level)
326
            
327
            # Run query
328
            cur.execute(query)
329
        finally:
330
            self.print_notices()
331
            if self.debug and debug_msg_ref != None: # return after running
332
                debug_msg_ref[0] = log_msg(str(get_cur_query(cur, query)))
333
        
334
        return cur
335
    
336
    def is_cached(self, query): return query in self.query_results
337
    
338
    def with_autocommit(self, func, autocommit=True):
339
        import psycopg2.extensions
340
        if autocommit:
341
            isolation_level = psycopg2.extensions.ISOLATION_LEVEL_AUTOCOMMIT
342
        else: isolation_level = psycopg2.extensions.ISOLATION_LEVEL_SERIALIZABLE
343
        
344
        prev_isolation_level = self.db.isolation_level
345
        self.db.set_isolation_level(isolation_level)
346
        try: return func()
347
        finally: self.db.set_isolation_level(prev_isolation_level)
348
    
349
    def with_savepoint(self, func):
350
        savepoint = 'level_'+str(self._savepoint)
351
        self.run_query('SAVEPOINT '+savepoint, log_level=4)
352
        self._savepoint += 1
353
        try:
354
            try: return_val = func()
355
            finally:
356
                self._savepoint -= 1
357
                assert self._savepoint >= 0
358
        except:
359
            self.run_query('ROLLBACK TO SAVEPOINT '+savepoint, log_level=4)
360
            raise
361
        else:
362
            self.run_query('RELEASE SAVEPOINT '+savepoint, log_level=4)
363
            self.do_autocommit()
364
            return return_val
365
    
366
    def do_autocommit(self):
367
        '''Autocommits if outside savepoint'''
368
        assert self._savepoint >= 0
369
        if self.autocommit and self._savepoint == 0:
370
            self.log_debug('Autocommitting')
371
            self.db.commit()
372
    
373
    def col_info(self, col):
374
        table = sql_gen.Table('columns', 'information_schema')
375
        cols = ['data_type', 'column_default',
376
            cast(self, 'boolean', 'is_nullable')]
377
        
378
        conds = [('table_name', col.table.name), ('column_name', col.name)]
379
        schema = col.table.schema
380
        if schema != None: conds.append(('table_schema', schema))
381
        
382
        type_, default, nullable = row(select(self, table, cols, conds,
383
            order_by='table_schema', limit=1, log_level=4))
384
            # TODO: order_by search_path schema order
385
        default = sql_gen.as_Code(default, self)
386
        
387
        return sql_gen.TypedCol(col.name, type_, default, nullable)
388

    
389
connect = DbConn
390

    
391
##### Recoverable querying
392

    
393
def with_savepoint(db, func): return db.with_savepoint(func)
394

    
395
def run_query(db, query, recover=None, cacheable=False, log_level=2,
396
    log_ignore_excs=None, **kw_args):
397
    '''For params, see DbConn.run_query()'''
398
    if recover == None: recover = False
399
    if log_ignore_excs == None: log_ignore_excs = ()
400
    log_ignore_excs = tuple(log_ignore_excs)
401
    
402
    debug_msg_ref = None # usually, db.run_query() logs query before running it
403
    # But if filtering with log_ignore_excs, wait until after exception parsing
404
    if log_ignore_excs != () or not db.can_mogrify(): debug_msg_ref = [None] 
405
    
406
    try:
407
        try:
408
            def run(): return db.run_query(query, cacheable, log_level,
409
                debug_msg_ref, **kw_args)
410
            if recover and not db.is_cached(query):
411
                return with_savepoint(db, run)
412
            else: return run() # don't need savepoint if cached
413
        except Exception, e:
414
            if not recover: raise # need savepoint to run index_cols()
415
            msg = exc.str_(e)
416
            
417
            match = re.search(r'duplicate key value violates unique constraint '
418
                r'"((_?[^\W_]+)_.+?)"', msg)
419
            if match:
420
                constraint, table = match.groups()
421
                try: cols = index_cols(db, table, constraint)
422
                except NotImplementedError: raise e
423
                else: raise DuplicateKeyException(constraint, cols, e)
424
            
425
            match = re.search(r'null value in column "(.+?)" violates not-null'
426
                r' constraint', msg)
427
            if match: raise NullValueException('NOT NULL', [match.group(1)], e)
428
            
429
            match = re.search(r'\b(?:invalid input (?:syntax|value)\b.*?'
430
                r'|date/time field value out of range): "(.+?)"\n'
431
                r'(?:(?s).*?)\bfunction "(.+?)"', msg)
432
            if match:
433
                value, name = match.groups()
434
                raise FunctionValueException(name, strings.to_unicode(value), e)
435
            
436
            match = re.search(r'column "(.+?)" is of type (.+?) but expression '
437
                r'is of type', msg)
438
            if match:
439
                col, type_ = match.groups()
440
                raise MissingCastException(type_, col, e)
441
            
442
            match = re.search(r'relation "(.+?)" already exists', msg)
443
            if match: raise DuplicateTableException(match.group(1), e)
444
            
445
            match = re.search(r'function "(.+?)" already exists', msg)
446
            if match: raise DuplicateFunctionException(match.group(1), e)
447
            
448
            raise # no specific exception raised
449
    except log_ignore_excs:
450
        log_level += 2
451
        raise
452
    finally:
453
        if debug_msg_ref != None and debug_msg_ref[0] != None:
454
            db.log_debug(debug_msg_ref[0], log_level)
455

    
456
##### Basic queries
457

    
458
def next_version(name):
459
    version = 1 # first existing name was version 0
460
    match = re.match(r'^(.*)#(\d+)$', name)
461
    if match:
462
        name, version = match.groups()
463
        version = int(version)+1
464
    return sql_gen.add_suffix(name, '#'+str(version))
465

    
466
def lock_table(db, table, mode):
467
    table = sql_gen.as_Table(table)
468
    run_query(db, 'LOCK TABLE '+table.to_str(db)+' IN '+mode+' MODE')
469

    
470
def run_query_into(db, query, into=None, add_indexes_=False, **kw_args):
471
    '''Outputs a query to a temp table.
472
    For params, see run_query().
473
    '''
474
    if into == None: return run_query(db, query, **kw_args)
475
    
476
    assert isinstance(into, sql_gen.Table)
477
    
478
    kw_args['recover'] = True
479
    kw_args.setdefault('log_ignore_excs', (DuplicateTableException,))
480
    
481
    temp = not db.autocommit # tables are permanent in autocommit mode
482
    # "temporary tables cannot specify a schema name", so remove schema
483
    if temp: into.schema = None
484
    
485
    # Create table
486
    while True:
487
        create_query = 'CREATE'
488
        if temp: create_query += ' TEMP'
489
        create_query += ' TABLE '+into.to_str(db)+' AS\n'+query
490
        
491
        try:
492
            cur = run_query(db, create_query, **kw_args)
493
                # CREATE TABLE AS sets rowcount to # rows in query
494
            break
495
        except DuplicateTableException, e:
496
            into.name = next_version(into.name)
497
            # try again with next version of name
498
    
499
    if add_indexes_: add_indexes(db, into)
500
    
501
    return cur
502

    
503
order_by_pkey = object() # tells mk_select() to order by the pkey
504

    
505
distinct_on_all = object() # tells mk_select() to SELECT DISTINCT ON all columns
506

    
507
def mk_select(db, tables, fields=None, conds=None, distinct_on=[], limit=None,
508
    start=None, order_by=order_by_pkey, default_table=None):
509
    '''
510
    @param tables The single table to select from, or a list of tables to join
511
        together, with tables after the first being sql_gen.Join objects
512
    @param fields Use None to select all fields in the table
513
    @param conds WHERE conditions: [(compare_left_side, compare_right_side),...]
514
        * container can be any iterable type
515
        * compare_left_side: sql_gen.Code|str (for col name)
516
        * compare_right_side: sql_gen.ValueCond|literal value
517
    @param distinct_on The columns to SELECT DISTINCT ON, or distinct_on_all to
518
        use all columns
519
    @return query
520
    '''
521
    # Parse tables param
522
    if not lists.is_seq(tables): tables = [tables]
523
    tables = list(tables) # don't modify input! (list() copies input)
524
    table0 = sql_gen.as_Table(tables.pop(0)) # first table is separate
525
    
526
    # Parse other params
527
    if conds == None: conds = []
528
    elif dicts.is_dict(conds): conds = conds.items()
529
    conds = list(conds) # don't modify input! (list() copies input)
530
    assert limit == None or type(limit) == int
531
    assert start == None or type(start) == int
532
    if order_by is order_by_pkey:
533
        if distinct_on != []: order_by = None
534
        else: order_by = pkey(db, table0, recover=True)
535
    
536
    query = 'SELECT'
537
    
538
    def parse_col(col): return sql_gen.as_Col(col, default_table).to_str(db)
539
    
540
    # DISTINCT ON columns
541
    if distinct_on != []:
542
        query += '\nDISTINCT'
543
        if distinct_on is not distinct_on_all:
544
            query += ' ON ('+(', '.join(map(parse_col, distinct_on)))+')'
545
    
546
    # Columns
547
    query += '\n'
548
    if fields == None: query += '*'
549
    else:
550
        assert fields != []
551
        query += '\n, '.join(map(parse_col, fields))
552
    
553
    # Main table
554
    query += '\nFROM '+table0.to_str(db)
555
    
556
    # Add joins
557
    left_table = table0
558
    for join_ in tables:
559
        table = join_.table
560
        
561
        # Parse special values
562
        if join_.type_ is sql_gen.filter_out: # filter no match
563
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
564
                sql_gen.CompareCond(None, '~=')))
565
        
566
        query += '\n'+join_.to_str(db, left_table)
567
        
568
        left_table = table
569
    
570
    missing = True
571
    if conds != []:
572
        if len(conds) == 1: whitespace = ' '
573
        else: whitespace = '\n'
574
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
575
            .to_str(db) for l, r in conds], 'WHERE')
576
        missing = False
577
    if order_by != None:
578
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
579
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
580
    if start != None:
581
        if start != 0: query += '\nOFFSET '+str(start)
582
        missing = False
583
    if missing: warnings.warn(DbWarning(
584
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
585
    
586
    return query
587

    
588
def select(db, *args, **kw_args):
589
    '''For params, see mk_select() and run_query()'''
590
    recover = kw_args.pop('recover', None)
591
    cacheable = kw_args.pop('cacheable', True)
592
    log_level = kw_args.pop('log_level', 2)
593
    
594
    return run_query(db, mk_select(db, *args, **kw_args), recover, cacheable,
595
        log_level=log_level)
596

    
597
def mk_insert_select(db, table, cols=None, select_query=None, returning=None,
598
    embeddable=False):
599
    '''
600
    @param returning str|None An inserted column (such as pkey) to return
601
    @param embeddable Whether the query should be embeddable as a nested SELECT.
602
        Warning: If you set this and cacheable=True when the query is run, the
603
        query will be fully cached, not just if it raises an exception.
604
    '''
605
    table = sql_gen.remove_table_rename(sql_gen.as_Table(table))
606
    if cols == []: cols = None # no cols (all defaults) = unknown col names
607
    if cols != None:
608
        cols = [sql_gen.to_name_only_col(v, table).to_str(db) for v in cols]
609
    if select_query == None: select_query = 'DEFAULT VALUES'
610
    if returning != None: returning = sql_gen.as_Col(returning, table)
611
    
612
    # Build query
613
    first_line = 'INSERT INTO '+table.to_str(db)
614
    query = first_line
615
    if cols != None: query += '\n('+', '.join(cols)+')'
616
    query += '\n'+select_query
617
    
618
    if returning != None:
619
        query += '\nRETURNING '+sql_gen.to_name_only_col(returning).to_str(db)
620
    
621
    if embeddable:
622
        assert returning != None
623
        
624
        # Create function
625
        function_name = sql_gen.clean_name(first_line)
626
        return_type = 'SETOF '+returning.to_str(db)+'%TYPE'
627
        while True:
628
            try:
629
                function = sql_gen.TempFunction(function_name, db.autocommit)
630
                
631
                function_query = '''\
632
CREATE FUNCTION '''+function.to_str(db)+'''()
633
RETURNS '''+return_type+'''
634
LANGUAGE sql
635
AS $$
636
'''+query+''';
637
$$;
638
'''
639
                run_query(db, function_query, recover=True, cacheable=True,
640
                    log_ignore_excs=(DuplicateFunctionException,))
641
                break # this version was successful
642
            except DuplicateFunctionException, e:
643
                function_name = next_version(function_name)
644
                # try again with next version of name
645
        
646
        # Return query that uses function
647
        func_table = sql_gen.NamedTable('f', sql_gen.FunctionCall(function),
648
            [returning]) # AS clause requires function alias
649
        return mk_select(db, func_table, start=0, order_by=None)
650
    
651
    return query
652

    
653
def insert_select(db, *args, **kw_args):
654
    '''For params, see mk_insert_select() and run_query_into()
655
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
656
        values in
657
    '''
658
    into = kw_args.pop('into', None)
659
    if into != None: kw_args['embeddable'] = True
660
    recover = kw_args.pop('recover', None)
661
    cacheable = kw_args.pop('cacheable', True)
662
    log_level = kw_args.pop('log_level', 2)
663
    
664
    return run_query_into(db, mk_insert_select(db, *args, **kw_args), into,
665
        recover=recover, cacheable=cacheable, log_level=log_level)
666

    
667
default = sql_gen.default # tells insert() to use the default value for a column
668

    
669
def insert(db, table, row, *args, **kw_args):
670
    '''For params, see insert_select()'''
671
    if lists.is_seq(row): cols = None
672
    else:
673
        cols = row.keys()
674
        row = row.values()
675
    row = list(row) # ensure that "== []" works
676
    
677
    if row == []: query = None
678
    else: query = sql_gen.Values(row).to_str(db)
679
    
680
    return insert_select(db, table, cols, query, *args, **kw_args)
681

    
682
def mk_update(db, table, changes=None, cond=None):
683
    '''
684
    @param changes [(col, new_value),...]
685
        * container can be any iterable type
686
        * col: sql_gen.Code|str (for col name)
687
        * new_value: sql_gen.Code|literal value
688
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
689
    @return str query
690
    '''
691
    query = 'UPDATE '+sql_gen.as_Table(table).to_str(db)+'\nSET\n'
692
    query += ',\n'.join((sql_gen.to_name_only_col(col, table).to_str(db)+' = '
693
        +sql_gen.as_Value(new_value).to_str(db) for col, new_value in changes))
694
    if cond != None: query += '\nWHERE\n'+cond.to_str(db)
695
    
696
    return query
697

    
698
def update(db, *args, **kw_args):
699
    '''For params, see mk_update() and run_query()'''
700
    recover = kw_args.pop('recover', None)
701
    
702
    return run_query(db, mk_update(db, *args, **kw_args), recover)
703

    
704
def last_insert_id(db):
705
    module = util.root_module(db.db)
706
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
707
    elif module == 'MySQLdb': return db.insert_id()
708
    else: return None
709

    
710
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
711
    '''Creates a mapping from original column names (which may have collisions)
712
    to names that will be distinct among the columns' tables.
713
    This is meant to be used for several tables that are being joined together.
714
    @param cols The columns to combine. Duplicates will be removed.
715
    @param into The table for the new columns.
716
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
717
        columns will be included in the mapping even if they are not in cols.
718
        The tables of the provided Col objects will be changed to into, so make
719
        copies of them if you want to keep the original tables.
720
    @param as_items Whether to return a list of dict items instead of a dict
721
    @return dict(orig_col=new_col, ...)
722
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
723
        * new_col: sql_gen.Col(orig_col_name, into)
724
        * All mappings use the into table so its name can easily be
725
          changed for all columns at once
726
    '''
727
    cols = lists.uniqify(cols)
728
    
729
    items = []
730
    for col in preserve:
731
        orig_col = copy.copy(col)
732
        col.table = into
733
        items.append((orig_col, col))
734
    preserve = set(preserve)
735
    for col in cols:
736
        if col not in preserve:
737
            items.append((col, sql_gen.Col(str(col), into, col.srcs)))
738
    
739
    if not as_items: items = dict(items)
740
    return items
741

    
742
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
743
    '''For params, see mk_flatten_mapping()
744
    @return See return value of mk_flatten_mapping()
745
    '''
746
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
747
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
748
    run_query_into(db, mk_select(db, joins, cols, limit=limit, start=start),
749
        into=into, add_indexes_=True)
750
    return dict(items)
751

    
752
def mk_track_data_error(db, errors_table, cols, value, error_code, error):
753
    assert cols != ()
754
    
755
    cols = map(sql_gen.to_name_only_col, cols)
756
    
757
    columns_cols = ['column']
758
    columns = sql_gen.NamedValues('columns', columns_cols,
759
        [[c.name] for c in cols])
760
    values_cols = ['value', 'error_code', 'error']
761
    values = sql_gen.NamedValues('values', values_cols,
762
        [value, error_code, error])
763
    
764
    select_cols = columns_cols+values_cols
765
    name_only_cols = map(sql_gen.to_name_only_col, select_cols)
766
    errors_table = sql_gen.NamedTable('errors', errors_table)
767
    joins = [columns, sql_gen.Join(values, type_='CROSS'),
768
        sql_gen.Join(errors_table, dict(zip(name_only_cols, select_cols)),
769
        sql_gen.filter_out)]
770
    
771
    return mk_insert_select(db, errors_table, name_only_cols,
772
        mk_select(db, joins, select_cols, order_by=None))
773

    
774
def track_data_error(db, errors_table, cols, *args, **kw_args):
775
    '''
776
    @param errors_table If None, does nothing.
777
    '''
778
    if errors_table == None or cols == (): return
779
    run_query(db, mk_track_data_error(db, errors_table, cols, *args, **kw_args),
780
        cacheable=True, log_level=4)
781

    
782
def cast(db, type_, col, errors_table=None):
783
    '''Casts an (unrenamed) column or value.
784
    If errors_table set and col has srcs, saves errors in errors_table (using
785
    col's srcs attr as the source columns) and converts errors to warnings.
786
    @param col str|sql_gen.Col|sql_gen.Literal
787
    @param errors_table None|sql_gen.Table|str
788
    '''
789
    col = sql_gen.as_Col(col)
790
    save_errors = (errors_table != None and isinstance(col, sql_gen.Col)
791
        and col.srcs != ())
792
    if not save_errors: # can't save errors
793
        return sql_gen.CustomCode(col.to_str(db)+'::'+type_) # just cast
794
    
795
    assert not isinstance(col, sql_gen.NamedCol)
796
    
797
    errors_table = sql_gen.as_Table(errors_table)
798
    srcs = map(sql_gen.to_name_only_col, col.srcs)
799
    function_name = str(sql_gen.FunctionCall(type_, *srcs))
800
    function = sql_gen.TempFunction(function_name, db.autocommit)
801
    
802
    while True:
803
        # Create function definition
804
        query = '''\
805
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
806
RETURNS '''+type_+'''
807
LANGUAGE plpgsql
808
STRICT
809
AS $$
810
BEGIN
811
    /* The explicit cast to the return type is needed to make the cast happen
812
    inside the try block. (Implicit casts to the return type happen at the end
813
    of the function, outside any block.) */
814
    RETURN value::'''+type_+''';
815
EXCEPTION
816
    WHEN data_exception THEN
817
        -- Save error in errors table.
818
        -- Insert the value and error for *each* source column.
819
'''+mk_track_data_error(db, errors_table, srcs,
820
    *map(sql_gen.CustomCode, ['value', 'SQLSTATE', 'SQLERRM']))+''';
821
        
822
        RAISE WARNING '%', SQLERRM;
823
        RETURN NULL;
824
END;
825
$$;
826
'''
827
        
828
        # Create function
829
        try:
830
            run_query(db, query, recover=True, cacheable=True,
831
                log_ignore_excs=(DuplicateFunctionException,))
832
            break # successful
833
        except DuplicateFunctionException:
834
            function.name = next_version(function.name)
835
            # try again with next version of name
836
    
837
    return sql_gen.FunctionCall(function, col)
838

    
839
##### Database structure queries
840

    
841
def table_row_count(db, table, recover=None):
842
    return value(run_query(db, mk_select(db, table, [sql_gen.row_count],
843
        order_by=None, start=0), recover=recover, log_level=3))
844

    
845
def table_cols(db, table, recover=None):
846
    return list(col_names(select(db, table, limit=0, order_by=None,
847
        recover=recover, log_level=4)))
848

    
849
def pkey(db, table, recover=None):
850
    '''Assumed to be first column in table'''
851
    return table_cols(db, table, recover)[0]
852

    
853
not_null_col = 'not_null_col'
854

    
855
def table_not_null_col(db, table, recover=None):
856
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
857
    if not_null_col in table_cols(db, table, recover): return not_null_col
858
    else: return pkey(db, table, recover)
859

    
860
def index_cols(db, table, index):
861
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
862
    automatically created. When you don't know whether something is a UNIQUE
863
    constraint or a UNIQUE index, use this function.'''
864
    module = util.root_module(db.db)
865
    if module == 'psycopg2':
866
        return list(values(run_query(db, '''\
867
SELECT attname
868
FROM
869
(
870
        SELECT attnum, attname
871
        FROM pg_index
872
        JOIN pg_class index ON index.oid = indexrelid
873
        JOIN pg_class table_ ON table_.oid = indrelid
874
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
875
        WHERE
876
            table_.relname = '''+db.esc_value(table)+'''
877
            AND index.relname = '''+db.esc_value(index)+'''
878
    UNION
879
        SELECT attnum, attname
880
        FROM
881
        (
882
            SELECT
883
                indrelid
884
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
885
                    AS indkey
886
            FROM pg_index
887
            JOIN pg_class index ON index.oid = indexrelid
888
            JOIN pg_class table_ ON table_.oid = indrelid
889
            WHERE
890
                table_.relname = '''+db.esc_value(table)+'''
891
                AND index.relname = '''+db.esc_value(index)+'''
892
        ) s
893
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
894
) s
895
ORDER BY attnum
896
'''
897
            , cacheable=True, log_level=4)))
898
    else: raise NotImplementedError("Can't list index columns for "+module+
899
        ' database')
900

    
901
def constraint_cols(db, table, constraint):
902
    module = util.root_module(db.db)
903
    if module == 'psycopg2':
904
        return list(values(run_query(db, '''\
905
SELECT attname
906
FROM pg_constraint
907
JOIN pg_class ON pg_class.oid = conrelid
908
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
909
WHERE
910
    relname = '''+db.esc_value(table)+'''
911
    AND conname = '''+db.esc_value(constraint)+'''
912
ORDER BY attnum
913
'''
914
            )))
915
    else: raise NotImplementedError("Can't list constraint columns for "+module+
916
        ' database')
917

    
918
row_num_col = '_row_num'
919

    
920
def add_index(db, exprs, table=None, unique=False, ensure_not_null=True):
921
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
922
    Currently, only function calls are supported as expressions.
923
    @param ensure_not_null If set, translates NULL values to sentinel values.
924
        This allows indexes to be used for comparisons where NULLs are equal.
925
    '''
926
    if not lists.is_seq(exprs): exprs = [exprs]
927
    
928
    # Parse exprs
929
    old_exprs = exprs[:]
930
    exprs = []
931
    cols = []
932
    for i, expr in enumerate(old_exprs):
933
        expr = copy.deepcopy(expr) # don't modify input!
934
        expr = sql_gen.as_Col(expr, table)
935
        
936
        # Handle nullable columns
937
        if ensure_not_null:
938
            try: expr = sql_gen.ensure_not_null(db, expr)
939
            except KeyError: pass # unknown type, so just create plain index
940
        
941
        # Extract col
942
        if isinstance(expr, sql_gen.FunctionCall):
943
            col = expr.args[0]
944
            expr = sql_gen.Expr(expr)
945
        else: col = expr
946
        assert isinstance(col, sql_gen.Col)
947
        
948
        # Extract table
949
        if table == None:
950
            assert sql_gen.is_table_col(col)
951
            table = col.table
952
        
953
        col.table = None
954
        
955
        exprs.append(expr)
956
        cols.append(col)
957
    
958
    table = sql_gen.as_Table(table)
959
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
960
    
961
    str_ = 'CREATE'
962
    if unique: str_ += ' UNIQUE'
963
    str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
964
        ', '.join((v.to_str(db) for v in exprs)))+')'
965
    
966
    try: run_query(db, str_, recover=True, cacheable=True, log_level=3)
967
    except DuplicateTableException: pass # index already existed
968

    
969
def add_pkey(db, table, cols=None, recover=None):
970
    '''Adds a primary key.
971
    @param cols [sql_gen.Col,...] The columns in the primary key.
972
        Defaults to the first column in the table.
973
    @pre The table must not already have a primary key.
974
    '''
975
    table = sql_gen.as_Table(table)
976
    if cols == None: cols = [pkey(db, table, recover)]
977
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
978
    
979
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD PRIMARY KEY ('
980
        +(', '.join(col_strs))+')', recover=True, cacheable=True, log_level=3,
981
        log_ignore_excs=(DuplicateTableException,))
982

    
983
already_indexed = object() # tells add_indexes() the pkey has already been added
984

    
985
def add_indexes(db, table, has_pkey=True):
986
    '''Adds an index on all columns in a table.
987
    @param has_pkey bool|already_indexed Whether a pkey instead of a regular
988
        index should be added on the first column.
989
        * If already_indexed, the pkey is assumed to have already been added
990
    '''
991
    cols = table_cols(db, table)
992
    if has_pkey:
993
        if has_pkey is not already_indexed: add_pkey(db, table)
994
        cols = cols[1:]
995
    for col in cols: add_index(db, col, table)
996

    
997
def add_row_num(db, table):
998
    '''Adds a row number column to a table. Its name is in row_num_col. It will
999
    be the primary key.'''
1000
    table = sql_gen.as_Table(table).to_str(db)
1001
    run_query(db, 'ALTER TABLE '+table+' ADD COLUMN '+row_num_col
1002
        +' serial NOT NULL PRIMARY KEY', log_level=3)
1003

    
1004
def drop_table(db, table):
1005
    table = sql_gen.as_Table(table)
1006
    return run_query(db, 'DROP TABLE IF EXISTS '+table.to_str(db)+' CASCADE')
1007

    
1008
def create_table(db, table, cols, has_pkey=True, col_indexes=True):
1009
    '''Creates a table.
1010
    @param cols [sql_gen.TypedCol,...] The column names and types
1011
    @param has_pkey If set, the first column becomes the primary key.
1012
    @param col_indexes bool|[ref]
1013
        * If True, indexes will be added on all non-pkey columns.
1014
        * If a list reference, [0] will be set to a function to do this.
1015
          This can be used to delay index creation until the table is populated.
1016
    '''
1017
    table = sql_gen.as_Table(table)
1018
    
1019
    if has_pkey:
1020
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
1021
        pkey.constraints = 'PRIMARY KEY'
1022
    
1023
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
1024
    str_ += '\n, '.join(v.to_str(db) for v in cols)
1025
    str_ += '\n);\n'
1026
    run_query(db, str_, cacheable=True, log_level=2)
1027
    
1028
    # Add indexes
1029
    if has_pkey: has_pkey = already_indexed
1030
    def add_indexes_(): add_indexes(db, table, has_pkey)
1031
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes_ # defer
1032
    elif col_indexes: add_indexes_() # add now
1033

    
1034
def vacuum(db, table):
1035
    table = sql_gen.as_Table(table)
1036
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1037
        log_level=3))
1038

    
1039
def truncate(db, table, schema='public'):
1040
    table = sql_gen.as_Table(table, schema)
1041
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE')
1042

    
1043
def tables(db, schema_like='public', table_like='%', exact=False):
1044
    if exact: compare = '='
1045
    else: compare = 'LIKE'
1046
    
1047
    module = util.root_module(db.db)
1048
    if module == 'psycopg2':
1049
        conds = [('schemaname', sql_gen.CompareCond(schema_like, compare)),
1050
            ('tablename', sql_gen.CompareCond(table_like, compare))]
1051
        return values(select(db, 'pg_tables', ['tablename'], conds,
1052
            order_by='tablename', log_level=4))
1053
    elif module == 'MySQLdb':
1054
        return values(run_query(db, 'SHOW TABLES LIKE '+db.esc_value(table_like)
1055
            , cacheable=True, log_level=4))
1056
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1057

    
1058
def table_exists(db, table):
1059
    table = sql_gen.as_Table(table)
1060
    return list(tables(db, table.schema, table.name, exact=True)) != []
1061

    
1062
def errors_table(db, table, if_exists=True):
1063
    '''
1064
    @param if_exists If set, returns None if the errors table doesn't exist
1065
    @return None|sql_gen.Table
1066
    '''
1067
    table = sql_gen.as_Table(table)
1068
    if table.srcs != (): table = table.srcs[0]
1069
    
1070
    errors_table = sql_gen.suffixed_table(table, '.errors')
1071
    if if_exists and not table_exists(db, errors_table): return None
1072
    return errors_table
1073

    
1074
##### Database management
1075

    
1076
def empty_db(db, schema='public', **kw_args):
1077
    '''For kw_args, see tables()'''
1078
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1079

    
1080
##### Heuristic queries
1081

    
1082
def put(db, table, row, pkey_=None, row_ct_ref=None):
1083
    '''Recovers from errors.
1084
    Only works under PostgreSQL (uses INSERT RETURNING).
1085
    '''
1086
    row = sql_gen.ColDict(db, table, row)
1087
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1088
    
1089
    try:
1090
        cur = insert(db, table, row, pkey_, recover=True)
1091
        if row_ct_ref != None and cur.rowcount >= 0:
1092
            row_ct_ref[0] += cur.rowcount
1093
        return value(cur)
1094
    except DuplicateKeyException, e:
1095
        row = sql_gen.ColDict(db, table,
1096
            util.dict_subset_right_join(row, e.cols))
1097
        return value(select(db, table, [pkey_], row, recover=True))
1098

    
1099
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1100
    '''Recovers from errors'''
1101
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1102
    except StopIteration:
1103
        if not create: raise
1104
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1105

    
1106
def is_func_result(col):
1107
    return col.table.name.find('(') >= 0 and col.name == 'result'
1108

    
1109
def into_table_name(out_table, in_tables0, mapping, is_func):
1110
    def in_col_str(in_col):
1111
        in_col = sql_gen.remove_col_rename(in_col)
1112
        if isinstance(in_col, sql_gen.Col):
1113
            table = in_col.table
1114
            if table == in_tables0:
1115
                in_col = sql_gen.to_name_only_col(in_col)
1116
            elif is_func_result(in_col): in_col = table # omit col name
1117
        return str(in_col)
1118
    
1119
    str_ = str(out_table)
1120
    if is_func:
1121
        str_ += '('
1122
        
1123
        try: value_in_col = mapping['value']
1124
        except KeyError:
1125
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1126
                for k, v in mapping.iteritems()))
1127
        else: str_ += in_col_str(value_in_col)
1128
        
1129
        str_ += ')'
1130
    else:
1131
        out_col = 'rank'
1132
        try: in_col = mapping[out_col]
1133
        except KeyError: str_ += '_pkeys'
1134
        else: # has a rank column, so hierarchical
1135
            str_ += '['+str(out_col)+'='+in_col_str(in_col)+']'
1136
    return str_
1137

    
1138
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1139
    default=None, is_func=False, on_error=exc.raise_):
1140
    '''Recovers from errors.
1141
    Only works under PostgreSQL (uses INSERT RETURNING).
1142
    @param in_tables The main input table to select from, followed by a list of
1143
        tables to join with it using the main input table's pkey
1144
    @param mapping dict(out_table_col=in_table_col, ...)
1145
        * out_table_col: str (*not* sql_gen.Col)
1146
        * in_table_col: sql_gen.Col|literal-value
1147
    @param into The table to contain the output and input pkeys.
1148
        Defaults to `out_table.name+'_pkeys'`.
1149
    @param default The *output* column to use as the pkey for missing rows.
1150
        If this output column does not exist in the mapping, uses None.
1151
    @param is_func Whether out_table is the name of a SQL function, not a table
1152
    @return sql_gen.Col Where the output pkeys are made available
1153
    '''
1154
    out_table = sql_gen.as_Table(out_table)
1155
    
1156
    def log_debug(msg): db.log_debug(msg, level=1.5)
1157
    def col_ustr(str_):
1158
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1159
    
1160
    out_pkey = pkey(db, out_table, recover=True)
1161
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1162
    
1163
    if mapping == {}: # need at least one column for INSERT SELECT
1164
        mapping = {out_pkey: None} # ColDict will replace with default value
1165
    
1166
    log_debug('********** New iteration **********')
1167
    log_debug('Inserting these input columns into '+strings.as_tt(
1168
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1169
    
1170
    # Create input joins from list of input tables
1171
    in_tables_ = in_tables[:] # don't modify input!
1172
    in_tables0 = in_tables_.pop(0) # first table is separate
1173
    errors_table_ = errors_table(db, in_tables0)
1174
    in_pkey = pkey(db, in_tables0, recover=True)
1175
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1176
    input_joins = [in_tables0]+[sql_gen.Join(v,
1177
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1178
    
1179
    if into == None:
1180
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1181
    into = sql_gen.as_Table(into)
1182
    
1183
    # Set column sources
1184
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1185
    for col in in_cols:
1186
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1187
    
1188
    log_debug('Joining together input tables into temp table')
1189
    # Place in new table for speed and so don't modify input if values edited
1190
    in_table = sql_gen.Table('in')
1191
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1192
        preserve=[in_pkey_col], start=0))
1193
    input_joins = [in_table]
1194
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1195
    
1196
    mapping = sql_gen.ColDict(db, out_table, mapping)
1197
        # after applying dicts.join() because that returns a plain dict
1198
    
1199
    # Resolve default value column
1200
    if default != None:
1201
        try: default = mapping[default]
1202
        except KeyError:
1203
            db.log_debug('Default value column '
1204
                +strings.as_tt(strings.repr_no_u(default))
1205
                +' does not exist in mapping, falling back to None', level=2.1)
1206
            default = None
1207
    
1208
    pkeys_names = [in_pkey, out_pkey]
1209
    pkeys_cols = [in_pkey_col, out_pkey_col]
1210
    
1211
    pkeys_table_exists_ref = [False]
1212
    def insert_into_pkeys(joins, cols):
1213
        query = mk_select(db, joins, cols, order_by=None, start=0)
1214
        if pkeys_table_exists_ref[0]:
1215
            insert_select(db, into, pkeys_names, query)
1216
        else:
1217
            run_query_into(db, query, into=into)
1218
            pkeys_table_exists_ref[0] = True
1219
    
1220
    limit_ref = [None]
1221
    conds = set()
1222
    distinct_on = sql_gen.ColDict(db, out_table)
1223
    def mk_main_select(joins, cols):
1224
        distinct_on_cols = [c.to_Col() for c in distinct_on.values()]
1225
        return mk_select(db, joins, cols, conds, distinct_on_cols,
1226
            limit=limit_ref[0], start=0)
1227
    
1228
    exc_strs = set()
1229
    def log_exc(e):
1230
        e_str = exc.str_(e, first_line_only=True)
1231
        log_debug('Caught exception: '+e_str)
1232
        assert e_str not in exc_strs # avoid infinite loops
1233
        exc_strs.add(e_str)
1234
    
1235
    def remove_all_rows():
1236
        log_debug('Ignoring all rows')
1237
        limit_ref[0] = 0 # just create an empty pkeys table
1238
    
1239
    def ignore(in_col, value, e):
1240
        track_data_error(db, errors_table_, in_col.srcs, value, e.cause.pgcode,
1241
            e.cause.pgerror)
1242
        log_debug('Ignoring rows with '+strings.as_tt(repr(in_col))+' = '
1243
            +strings.as_tt(repr(value)))
1244
    
1245
    def remove_rows(in_col, value, e):
1246
        ignore(in_col, value, e)
1247
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1248
        assert cond not in conds # avoid infinite loops
1249
        conds.add(cond)
1250
    
1251
    def invalid2null(in_col, value, e):
1252
        ignore(in_col, value, e)
1253
        update(db, in_table, [(in_col, None)],
1254
            sql_gen.ColValueCond(in_col, value))
1255
    
1256
    def insert_pkeys_table(which):
1257
        return sql_gen.Table(sql_gen.add_suffix(in_table.name,
1258
            '_insert_'+which+'_pkeys'))
1259
    insert_out_pkeys = insert_pkeys_table('out')
1260
    insert_in_pkeys = insert_pkeys_table('in')
1261
    
1262
    # Do inserts and selects
1263
    join_cols = sql_gen.ColDict(db, out_table)
1264
    while True:
1265
        if limit_ref[0] == 0: # special case
1266
            log_debug('Creating an empty pkeys table')
1267
            cur = run_query_into(db, mk_select(db, out_table, [out_pkey],
1268
                limit=limit_ref[0]), into=insert_out_pkeys)
1269
            break # don't do main case
1270
        
1271
        has_joins = join_cols != {}
1272
        
1273
        # Prepare to insert new rows
1274
        insert_joins = input_joins[:] # don't modify original!
1275
        insert_args = dict(recover=True, cacheable=False)
1276
        if has_joins:
1277
            insert_joins.append(sql_gen.Join(out_table, join_cols,
1278
                sql_gen.filter_out))
1279
        else:
1280
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1281
        main_select = mk_main_select(insert_joins, mapping.values())
1282
        
1283
        log_debug('Trying to insert new rows')
1284
        try:
1285
            cur = insert_select(db, out_table, mapping.keys(), main_select,
1286
                **insert_args)
1287
            break # insert successful
1288
        except DuplicateKeyException, e:
1289
            log_exc(e)
1290
            
1291
            old_join_cols = join_cols.copy()
1292
            distinct_on.update(util.dict_subset(mapping, e.cols))
1293
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1294
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1295
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1296
            assert join_cols != old_join_cols # avoid infinite loops
1297
        except NullValueException, e:
1298
            log_exc(e)
1299
            
1300
            out_col, = e.cols
1301
            try: in_col = mapping[out_col]
1302
            except KeyError:
1303
                log_debug('Missing mapping for NOT NULL column '+out_col)
1304
                remove_all_rows()
1305
            else: remove_rows(in_col, None, e)
1306
        except FunctionValueException, e:
1307
            log_exc(e)
1308
            
1309
            func_name = e.name
1310
            value = e.value
1311
            for out_col, in_col in mapping.iteritems():
1312
                in_col = sql_gen.unwrap_func_call(in_col, func_name)
1313
                invalid2null(in_col, value, e)
1314
        except MissingCastException, e:
1315
            log_exc(e)
1316
            
1317
            out_col = e.col
1318
            type_ = e.type
1319
            
1320
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
1321
                +strings.as_tt(type_))
1322
            def wrap_func(col): return cast(db, type_, col, errors_table_)
1323
            mapping[out_col] = sql_gen.wrap(wrap_func, mapping[out_col])
1324
        except DatabaseErrors, e:
1325
            log_exc(e)
1326
            
1327
            log_debug('No handler for exception')
1328
            on_error(e)
1329
            remove_all_rows()
1330
        # after exception handled, rerun loop with additional constraints
1331
    
1332
    if row_ct_ref != None and cur.rowcount >= 0:
1333
        row_ct_ref[0] += cur.rowcount
1334
    
1335
    if has_joins:
1336
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1337
        log_debug('Getting output table pkeys of existing/inserted rows')
1338
        insert_into_pkeys(select_joins, pkeys_cols)
1339
    else:
1340
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1341
        
1342
        log_debug('Getting input table pkeys of inserted rows')
1343
        run_query_into(db, mk_main_select(input_joins, [in_pkey]),
1344
            into=insert_in_pkeys)
1345
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1346
        
1347
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1348
            insert_in_pkeys)
1349
        
1350
        log_debug('Combining output and input pkeys in inserted order')
1351
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1352
            {row_num_col: sql_gen.join_same_not_null})]
1353
        insert_into_pkeys(pkey_joins, pkeys_names)
1354
    
1355
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1356
    add_pkey(db, into)
1357
    
1358
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1359
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1360
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1361
        # must use join_same_not_null or query will take forever
1362
    insert_into_pkeys(missing_rows_joins,
1363
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1364
    
1365
    assert table_row_count(db, into) == table_row_count(db, in_table)
1366
    
1367
    srcs = []
1368
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
1369
    return sql_gen.Col(out_pkey, into, srcs)
1370

    
1371
##### Data cleanup
1372

    
1373
def cleanup_table(db, table, cols):
1374
    table = sql_gen.as_Table(table)
1375
    cols = map(sql_gen.as_Col, cols)
1376
    
1377
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1378
        +db.esc_value(r'\N')+')')
1379
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1380
        for v in cols]
1381
    
1382
    update(db, table, changes)
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