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1
# Database access
2

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

    
8
import exc
9
import dicts
10
import iters
11
import lists
12
import profiling
13
from Proxy import Proxy
14
import rand
15
import sql_gen
16
import strings
17
import util
18

    
19
##### Exceptions
20

    
21
def get_cur_query(cur, input_query=None):
22
    raw_query = None
23
    if hasattr(cur, 'query'): raw_query = cur.query
24
    elif hasattr(cur, '_last_executed'): raw_query = cur._last_executed
25
    
26
    if raw_query != None: return raw_query
27
    else: return '[input] '+strings.ustr(input_query)
28

    
29
def _add_cursor_info(e, *args, **kw_args):
30
    '''For params, see get_cur_query()'''
31
    exc.add_msg(e, 'query: '+strings.ustr(get_cur_query(*args, **kw_args)))
32

    
33
class DbException(exc.ExceptionWithCause):
34
    def __init__(self, msg, cause=None, cur=None):
35
        exc.ExceptionWithCause.__init__(self, msg, cause, cause_newline=True)
36
        if cur != None: _add_cursor_info(self, cur)
37

    
38
class ExceptionWithName(DbException):
39
    def __init__(self, name, cause=None):
40
        DbException.__init__(self, 'for name: '+strings.as_tt(str(name)), cause)
41
        self.name = name
42

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

    
49
class ExceptionWithNameType(DbException):
50
    def __init__(self, type_, name, cause=None):
51
        DbException.__init__(self, 'for type: '+strings.as_tt(str(type_))
52
            +'; name: '+strings.as_tt(name), cause)
53
        self.type = type_
54
        self.name = name
55

    
56
class ConstraintException(DbException):
57
    def __init__(self, name, cols, cause=None):
58
        DbException.__init__(self, 'Violated '+strings.as_tt(name)
59
            +' constraint on columns: '+strings.as_tt(', '.join(cols)), cause)
60
        self.name = name
61
        self.cols = cols
62

    
63
class MissingCastException(DbException):
64
    def __init__(self, type_, col, cause=None):
65
        DbException.__init__(self, 'Missing cast to type '+strings.as_tt(type_)
66
            +' on column: '+strings.as_tt(col), cause)
67
        self.type = type_
68
        self.col = col
69

    
70
class NameException(DbException): pass
71

    
72
class DuplicateKeyException(ConstraintException): pass
73

    
74
class NullValueException(ConstraintException): pass
75

    
76
class InvalidValueException(ExceptionWithValue): pass
77

    
78
class DuplicateException(ExceptionWithNameType): pass
79

    
80
class EmptyRowException(DbException): pass
81

    
82
##### Warnings
83

    
84
class DbWarning(UserWarning): pass
85

    
86
##### Result retrieval
87

    
88
def col_names(cur): return (col[0] for col in cur.description)
89

    
90
def rows(cur): return iter(lambda: cur.fetchone(), None)
91

    
92
def consume_rows(cur):
93
    '''Used to fetch all rows so result will be cached'''
94
    iters.consume_iter(rows(cur))
95

    
96
def next_row(cur): return rows(cur).next()
97

    
98
def row(cur):
99
    row_ = next_row(cur)
100
    consume_rows(cur)
101
    return row_
102

    
103
def next_value(cur): return next_row(cur)[0]
104

    
105
def value(cur): return row(cur)[0]
106

    
107
def values(cur): return iters.func_iter(lambda: next_value(cur))
108

    
109
def value_or_none(cur):
110
    try: return value(cur)
111
    except StopIteration: return None
112

    
113
##### Escaping
114

    
115
def esc_name_by_module(module, name):
116
    if module == 'psycopg2' or module == None: quote = '"'
117
    elif module == 'MySQLdb': quote = '`'
118
    else: raise NotImplementedError("Can't escape name for "+module+' database')
119
    return sql_gen.esc_name(name, quote)
120

    
121
def esc_name_by_engine(engine, name, **kw_args):
122
    return esc_name_by_module(db_engines[engine][0], name, **kw_args)
123

    
124
def esc_name(db, name, **kw_args):
125
    return esc_name_by_module(util.root_module(db.db), name, **kw_args)
126

    
127
def qual_name(db, schema, table):
128
    def esc_name_(name): return esc_name(db, name)
129
    table = esc_name_(table)
130
    if schema != None: return esc_name_(schema)+'.'+table
131
    else: return table
132

    
133
##### Database connections
134

    
135
db_config_names = ['engine', 'host', 'user', 'password', 'database', 'schemas']
136

    
137
db_engines = {
138
    'MySQL': ('MySQLdb', {'password': 'passwd', 'database': 'db'}),
139
    'PostgreSQL': ('psycopg2', {}),
140
}
141

    
142
DatabaseErrors_set = set([DbException])
143
DatabaseErrors = tuple(DatabaseErrors_set)
144

    
145
def _add_module(module):
146
    DatabaseErrors_set.add(module.DatabaseError)
147
    global DatabaseErrors
148
    DatabaseErrors = tuple(DatabaseErrors_set)
149

    
150
def db_config_str(db_config):
151
    return db_config['engine']+' database '+db_config['database']
152

    
153
log_debug_none = lambda msg, level=2: None
154

    
155
class DbConn:
156
    def __init__(self, db_config, autocommit=True, caching=True,
157
        log_debug=log_debug_none, debug_temp=False, src=None):
158
        '''
159
        @param debug_temp Whether temporary objects should instead be permanent.
160
            This assists in debugging the internal objects used by the program.
161
        @param src In autocommit mode, will be included in a comment in every
162
            query, to help identify the data source in pg_stat_activity.
163
        '''
164
        self.db_config = db_config
165
        self.autocommit = autocommit
166
        self.caching = caching
167
        self.log_debug = log_debug
168
        self.debug = log_debug != log_debug_none
169
        self.debug_temp = debug_temp
170
        self.profile_row_ct = None
171
        self.src = src
172
        self.autoanalyze = False
173
        
174
        self._savepoint = 0
175
        self._reset()
176
    
177
    def __getattr__(self, name):
178
        if name == '__dict__': raise Exception('getting __dict__')
179
        if name == 'db': return self._db()
180
        else: raise AttributeError()
181
    
182
    def __getstate__(self):
183
        state = copy.copy(self.__dict__) # shallow copy
184
        state['log_debug'] = None # don't pickle the debug callback
185
        state['_DbConn__db'] = None # don't pickle the connection
186
        return state
187
    
188
    def clear_cache(self): self.query_results = {}
189
    
190
    def _reset(self):
191
        self.clear_cache()
192
        assert self._savepoint == 0
193
        self._notices_seen = set()
194
        self.__db = None
195
    
196
    def connected(self): return self.__db != None
197
    
198
    def close(self):
199
        if not self.connected(): return
200
        
201
        # Record that the automatic transaction is now closed
202
        self._savepoint -= 1
203
        
204
        self.db.close()
205
        self._reset()
206
    
207
    def reconnect(self):
208
        # Do not do this in test mode as it would roll back everything
209
        if self.autocommit: self.close()
210
        # Connection will be reopened automatically on first query
211
    
212
    def _db(self):
213
        if self.__db == None:
214
            # Process db_config
215
            db_config = self.db_config.copy() # don't modify input!
216
            schemas = db_config.pop('schemas', None)
217
            module_name, mappings = db_engines[db_config.pop('engine')]
218
            module = __import__(module_name)
219
            _add_module(module)
220
            for orig, new in mappings.iteritems():
221
                try: util.rename_key(db_config, orig, new)
222
                except KeyError: pass
223
            
224
            # Connect
225
            self.__db = module.connect(**db_config)
226
            
227
            # Record that a transaction is already open
228
            self._savepoint += 1
229
            
230
            # Configure connection
231
            if hasattr(self.db, 'set_isolation_level'):
232
                import psycopg2.extensions
233
                self.db.set_isolation_level(
234
                    psycopg2.extensions.ISOLATION_LEVEL_READ_COMMITTED)
235
            if schemas != None:
236
                search_path = [self.esc_name(s) for s in schemas.split(',')]
237
                search_path.append(value(run_query(self, 'SHOW search_path',
238
                    log_level=4)))
239
                run_query(self, 'SET search_path TO '+(','.join(search_path)),
240
                    log_level=3)
241
        
242
        return self.__db
243
    
244
    class DbCursor(Proxy):
245
        def __init__(self, outer):
246
            Proxy.__init__(self, outer.db.cursor())
247
            self.outer = outer
248
            self.query_results = outer.query_results
249
            self.query_lookup = None
250
            self.result = []
251
        
252
        def execute(self, query):
253
            self._is_insert = query.startswith('INSERT')
254
            self.query_lookup = query
255
            try:
256
                try: cur = self.inner.execute(query)
257
                finally: self.query = get_cur_query(self.inner, query)
258
            except Exception, e:
259
                self.result = e # cache the exception as the result
260
                self._cache_result()
261
                raise
262
            
263
            # Always cache certain queries
264
            query = sql_gen.lstrip(query)
265
            if query.startswith('CREATE') or query.startswith('ALTER'):
266
                # structural changes
267
                # Rest of query must be unique in the face of name collisions,
268
                # so don't cache ADD COLUMN unless it has distinguishing comment
269
                if query.find('ADD COLUMN') < 0 or query.endswith('*/'):
270
                    self._cache_result()
271
            elif self.rowcount == 0 and query.startswith('SELECT'): # empty
272
                consume_rows(self) # fetch all rows so result will be cached
273
            
274
            return cur
275
        
276
        def fetchone(self):
277
            row = self.inner.fetchone()
278
            if row != None: self.result.append(row)
279
            # otherwise, fetched all rows
280
            else: self._cache_result()
281
            return row
282
        
283
        def _cache_result(self):
284
            # For inserts that return a result set, don't cache result set since
285
            # inserts are not idempotent. Other non-SELECT queries don't have
286
            # their result set read, so only exceptions will be cached (an
287
            # invalid query will always be invalid).
288
            if self.query_results != None and (not self._is_insert
289
                or isinstance(self.result, Exception)):
290
                
291
                assert self.query_lookup != None
292
                self.query_results[self.query_lookup] = self.CacheCursor(
293
                    util.dict_subset(dicts.AttrsDictView(self),
294
                    ['query', 'result', 'rowcount', 'description']))
295
        
296
        class CacheCursor:
297
            def __init__(self, cached_result): self.__dict__ = cached_result
298
            
299
            def execute(self, *args, **kw_args):
300
                if isinstance(self.result, Exception): raise self.result
301
                # otherwise, result is a rows list
302
                self.iter = iter(self.result)
303
            
304
            def fetchone(self):
305
                try: return self.iter.next()
306
                except StopIteration: return None
307
    
308
    def esc_value(self, value):
309
        try: str_ = self.mogrify('%s', [value])
310
        except NotImplementedError, e:
311
            module = util.root_module(self.db)
312
            if module == 'MySQLdb':
313
                import _mysql
314
                str_ = _mysql.escape_string(value)
315
            else: raise e
316
        return strings.to_unicode(str_)
317
    
318
    def esc_name(self, name): return esc_name(self, name) # calls global func
319
    
320
    def std_code(self, str_):
321
        '''Standardizes SQL code.
322
        * Ensures that string literals are prefixed by `E`
323
        '''
324
        if str_.startswith("'"): str_ = 'E'+str_
325
        return str_
326
    
327
    def can_mogrify(self):
328
        module = util.root_module(self.db)
329
        return module == 'psycopg2'
330
    
331
    def mogrify(self, query, params=None):
332
        if self.can_mogrify(): return self.db.cursor().mogrify(query, params)
333
        else: raise NotImplementedError("Can't mogrify query")
334
    
335
    def print_notices(self):
336
        if hasattr(self.db, 'notices'):
337
            for msg in self.db.notices:
338
                if msg not in self._notices_seen:
339
                    self._notices_seen.add(msg)
340
                    self.log_debug(msg, level=2)
341
    
342
    def run_query(self, query, cacheable=False, log_level=2,
343
        debug_msg_ref=None):
344
        '''
345
        @param log_ignore_excs The log_level will be increased by 2 if the query
346
            throws one of these exceptions.
347
        @param debug_msg_ref If specified, the log message will be returned in
348
            this instead of being output. This allows you to filter log messages
349
            depending on the result of the query.
350
        '''
351
        assert query != None
352
        
353
        if self.autocommit and self.src != None:
354
            query = sql_gen.esc_comment(self.src)+'\t'+query
355
        
356
        if not self.caching: cacheable = False
357
        used_cache = False
358
        
359
        if self.debug:
360
            profiler = profiling.ItersProfiler(start_now=True, iter_text='row')
361
        try:
362
            # Get cursor
363
            if cacheable:
364
                try: cur = self.query_results[query]
365
                except KeyError: cur = self.DbCursor(self)
366
                else: used_cache = True
367
            else: cur = self.db.cursor()
368
            
369
            # Run query
370
            try: cur.execute(query)
371
            except Exception, e:
372
                _add_cursor_info(e, self, query)
373
                raise
374
            else: self.do_autocommit()
375
        finally:
376
            if self.debug:
377
                profiler.stop(self.profile_row_ct)
378
                
379
                ## Log or return query
380
                
381
                query = str(get_cur_query(cur, query))
382
                # So that the src comment is hidden when cating the file, and
383
                # put on a separate line when viewed in a text editor.
384
                query = query.replace('\t', '\r', 1)
385
                
386
                msg = 'DB query: '
387
                
388
                if used_cache: msg += 'cache hit'
389
                elif cacheable: msg += 'cache miss'
390
                else: msg += 'non-cacheable'
391
                
392
                msg += ':\n'+profiler.msg()+'\n'+strings.as_code(query, 'SQL')
393
                
394
                if debug_msg_ref != None: debug_msg_ref[0] = msg
395
                else: self.log_debug(msg, log_level)
396
                
397
                self.print_notices()
398
        
399
        return cur
400
    
401
    def is_cached(self, query): return query in self.query_results
402
    
403
    def with_autocommit(self, func):
404
        import psycopg2.extensions
405
        
406
        prev_isolation_level = self.db.isolation_level
407
        self.db.set_isolation_level(
408
            psycopg2.extensions.ISOLATION_LEVEL_AUTOCOMMIT)
409
        try: return func()
410
        finally: self.db.set_isolation_level(prev_isolation_level)
411
    
412
    def with_savepoint(self, func):
413
        top = self._savepoint == 0
414
        savepoint = 'level_'+str(self._savepoint)
415
        
416
        # Must happen before running queries so they don't get autocommitted
417
        self._savepoint += 1
418
        
419
        if top: query = 'START TRANSACTION ISOLATION LEVEL READ COMMITTED'
420
        else: query = 'SAVEPOINT '+savepoint
421
        self.run_query(query, log_level=4)
422
        try:
423
            return func()
424
            if top: self.run_query('COMMIT', log_level=4)
425
        except:
426
            if top: query = 'ROLLBACK'
427
            else: query = 'ROLLBACK TO SAVEPOINT '+savepoint
428
            self.run_query(query, log_level=4)
429
            
430
            raise
431
        finally:
432
            # Always release savepoint, because after ROLLBACK TO SAVEPOINT,
433
            # "The savepoint remains valid and can be rolled back to again"
434
            # (http://www.postgresql.org/docs/8.3/static/sql-rollback-to.html).
435
            if not top:
436
                self.run_query('RELEASE SAVEPOINT '+savepoint, log_level=4)
437
            
438
            self._savepoint -= 1
439
            assert self._savepoint >= 0
440
            
441
            self.do_autocommit() # OK to do this after ROLLBACK TO SAVEPOINT
442
    
443
    def do_autocommit(self):
444
        '''Autocommits if outside savepoint'''
445
        assert self._savepoint >= 1
446
        if self.autocommit and self._savepoint == 1:
447
            self.log_debug('Autocommitting', level=4)
448
            self.db.commit()
449
    
450
    def col_info(self, col, cacheable=True):
451
        table = sql_gen.Table('columns', 'information_schema')
452
        type_ = sql_gen.Coalesce(sql_gen.Nullif(sql_gen.Col('data_type'),
453
            'USER-DEFINED'), sql_gen.Col('udt_name'))
454
        cols = [type_, 'column_default',
455
            sql_gen.Cast('boolean', sql_gen.Col('is_nullable'))]
456
        
457
        conds = [('table_name', col.table.name), ('column_name', col.name)]
458
        schema = col.table.schema
459
        if schema != None: conds.append(('table_schema', schema))
460
        
461
        type_, default, nullable = row(select(self, table, cols, conds,
462
            order_by='table_schema', limit=1, cacheable=cacheable, log_level=4))
463
            # TODO: order_by search_path schema order
464
        default = sql_gen.as_Code(default, self)
465
        
466
        return sql_gen.TypedCol(col.name, type_, default, nullable)
467
    
468
    def TempFunction(self, name):
469
        if self.debug_temp: schema = None
470
        else: schema = 'pg_temp'
471
        return sql_gen.Function(name, schema)
472

    
473
connect = DbConn
474

    
475
##### Recoverable querying
476

    
477
def with_savepoint(db, func): return db.with_savepoint(func)
478

    
479
def run_query(db, query, recover=None, cacheable=False, log_level=2,
480
    log_ignore_excs=None, **kw_args):
481
    '''For params, see DbConn.run_query()'''
482
    if recover == None: recover = False
483
    if log_ignore_excs == None: log_ignore_excs = ()
484
    log_ignore_excs = tuple(log_ignore_excs)
485
    debug_msg_ref = [None]
486
    
487
    try:
488
        try:
489
            def run(): return db.run_query(query, cacheable, log_level,
490
                debug_msg_ref, **kw_args)
491
            if recover and not db.is_cached(query):
492
                return with_savepoint(db, run)
493
            else: return run() # don't need savepoint if cached
494
        except Exception, e:
495
            msg = strings.ustr(e.args[0])
496
            
497
            match = re.match(r'^duplicate key value violates unique constraint '
498
                r'"((_?[^\W_]+(?=[._]))?.+?)"', msg)
499
            if match:
500
                constraint, table = match.groups()
501
                cols = []
502
                if recover: # need auto-rollback to run index_cols()
503
                    try: cols = index_cols(db, table, constraint)
504
                    except NotImplementedError: pass
505
                raise DuplicateKeyException(constraint, cols, e)
506
            
507
            match = re.match(r'^null value in column "(.+?)" violates not-null'
508
                r' constraint', msg)
509
            if match: raise NullValueException('NOT NULL', [match.group(1)], e)
510
            
511
            match = re.match(r'^(?:invalid input (?:syntax|value)\b.*?'
512
                r'|.+? field value out of range): "(.+?)"', msg)
513
            if match:
514
                value, = match.groups()
515
                raise InvalidValueException(strings.to_unicode(value), e)
516
            
517
            match = re.match(r'^column "(.+?)" is of type (.+?) but expression '
518
                r'is of type', msg)
519
            if match:
520
                col, type_ = match.groups()
521
                raise MissingCastException(type_, col, e)
522
            
523
            match = re.match(r'^(\S+) "(.+?)".*? already exists', msg)
524
            if match:
525
                type_, name = match.groups()
526
                raise DuplicateException(type_, name, e)
527
            
528
            raise # no specific exception raised
529
    except log_ignore_excs:
530
        log_level += 2
531
        raise
532
    finally:
533
        if debug_msg_ref[0] != None: db.log_debug(debug_msg_ref[0], log_level)
534

    
535
##### Basic queries
536

    
537
def is_explainable(query):
538
    # See <http://www.postgresql.org/docs/8.3/static/sql-explain.html#AEN57749>
539
    return re.match(r'^(?:SELECT|INSERT|UPDATE|DELETE|VALUES|EXECUTE|DECLARE)\b'
540
        , query)
541

    
542
def explain(db, query):
543
    return strings.join_lines(values(run_query(db, 'EXPLAIN '+query,
544
        recover=True, cacheable=True, log_level=3)))
545
        # not a higher log_level because it's useful to see what query is being
546
        # run before it's executed, which EXPLAIN effectively provides
547

    
548
def next_version(name):
549
    version = 1 # first existing name was version 0
550
    match = re.match(r'^(.*)#(\d+)$', name)
551
    if match:
552
        name, version = match.groups()
553
        version = int(version)+1
554
    return sql_gen.concat(name, '#'+str(version))
555

    
556
def lock_table(db, table, mode):
557
    table = sql_gen.as_Table(table)
558
    run_query(db, 'LOCK TABLE '+table.to_str(db)+' IN '+mode+' MODE')
559

    
560
def run_query_into(db, query, into=None, add_indexes_=False, **kw_args):
561
    '''Outputs a query to a temp table.
562
    For params, see run_query().
563
    '''
564
    if into == None: return run_query(db, query, **kw_args)
565
    
566
    assert isinstance(into, sql_gen.Table)
567
    
568
    into.is_temp = True
569
    # "temporary tables cannot specify a schema name", so remove schema
570
    into.schema = None
571
    
572
    kw_args['recover'] = True
573
    kw_args.setdefault('log_ignore_excs', (DuplicateException,))
574
    
575
    temp = not db.debug_temp # tables are permanent in debug_temp mode
576
    
577
    # Create table
578
    while True:
579
        create_query = 'CREATE'
580
        if temp: create_query += ' TEMP'
581
        create_query += ' TABLE '+into.to_str(db)+' AS\n'+query
582
        
583
        try:
584
            cur = run_query(db, create_query, **kw_args)
585
                # CREATE TABLE AS sets rowcount to # rows in query
586
            break
587
        except DuplicateException, e:
588
            into.name = next_version(into.name)
589
            # try again with next version of name
590
    
591
    if add_indexes_: add_indexes(db, into)
592
    
593
    # According to the PostgreSQL doc, "The autovacuum daemon cannot access and
594
    # therefore cannot vacuum or analyze temporary tables. [...] if a temporary
595
    # table is going to be used in complex queries, it is wise to run ANALYZE on
596
    # the temporary table after it is populated."
597
    # (http://www.postgresql.org/docs/9.1/static/sql-createtable.html)
598
    # If into is not a temp table, ANALYZE is useful but not required.
599
    analyze(db, into)
600
    
601
    return cur
602

    
603
order_by_pkey = object() # tells mk_select() to order by the pkey
604

    
605
distinct_on_all = object() # tells mk_select() to SELECT DISTINCT ON all columns
606

    
607
def mk_select(db, tables, fields=None, conds=None, distinct_on=[], limit=None,
608
    start=None, order_by=order_by_pkey, default_table=None):
609
    '''
610
    @param tables The single table to select from, or a list of tables to join
611
        together, with tables after the first being sql_gen.Join objects
612
    @param fields Use None to select all fields in the table
613
    @param conds WHERE conditions: [(compare_left_side, compare_right_side),...]
614
        * container can be any iterable type
615
        * compare_left_side: sql_gen.Code|str (for col name)
616
        * compare_right_side: sql_gen.ValueCond|literal value
617
    @param distinct_on The columns to SELECT DISTINCT ON, or distinct_on_all to
618
        use all columns
619
    @return query
620
    '''
621
    # Parse tables param
622
    tables = lists.mk_seq(tables)
623
    tables = list(tables) # don't modify input! (list() copies input)
624
    table0 = sql_gen.as_Table(tables.pop(0)) # first table is separate
625
    
626
    # Parse other params
627
    if conds == None: conds = []
628
    elif dicts.is_dict(conds): conds = conds.items()
629
    conds = list(conds) # don't modify input! (list() copies input)
630
    assert limit == None or isinstance(limit, (int, long))
631
    assert start == None or isinstance(start, (int, long))
632
    if order_by is order_by_pkey:
633
        if distinct_on != []: order_by = None
634
        else: order_by = pkey(db, table0, recover=True)
635
    
636
    query = 'SELECT'
637
    
638
    def parse_col(col): return sql_gen.as_Col(col, default_table).to_str(db)
639
    
640
    # DISTINCT ON columns
641
    if distinct_on != []:
642
        query += '\nDISTINCT'
643
        if distinct_on is not distinct_on_all:
644
            query += ' ON ('+(', '.join(map(parse_col, distinct_on)))+')'
645
    
646
    # Columns
647
    if query.find('\n') >= 0: whitespace = '\n'
648
    else: whitespace = ' '
649
    if fields == None: query += whitespace+'*'
650
    else:
651
        assert fields != []
652
        if len(fields) > 1: whitespace = '\n'
653
        query += whitespace+('\n, '.join(map(parse_col, fields)))
654
    
655
    # Main table
656
    if query.find('\n') >= 0 or len(tables) > 0: whitespace = '\n'
657
    else: whitespace = ' '
658
    query += whitespace+'FROM '+table0.to_str(db)
659
    
660
    # Add joins
661
    left_table = table0
662
    for join_ in tables:
663
        table = join_.table
664
        
665
        # Parse special values
666
        if join_.type_ is sql_gen.filter_out: # filter no match
667
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
668
                sql_gen.CompareCond(None, '~=')))
669
        
670
        query += '\n'+join_.to_str(db, left_table)
671
        
672
        left_table = table
673
    
674
    missing = True
675
    if conds != []:
676
        if len(conds) == 1: whitespace = ' '
677
        else: whitespace = '\n'
678
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
679
            .to_str(db) for l, r in conds], 'WHERE')
680
        missing = False
681
    if order_by != None:
682
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
683
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
684
    if start != None:
685
        if start != 0: query += '\nOFFSET '+str(start)
686
        missing = False
687
    if missing: warnings.warn(DbWarning(
688
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
689
    
690
    return query
691

    
692
def select(db, *args, **kw_args):
693
    '''For params, see mk_select() and run_query()'''
694
    recover = kw_args.pop('recover', None)
695
    cacheable = kw_args.pop('cacheable', True)
696
    log_level = kw_args.pop('log_level', 2)
697
    
698
    return run_query(db, mk_select(db, *args, **kw_args), recover, cacheable,
699
        log_level=log_level)
700

    
701
def mk_insert_select(db, table, cols=None, select_query=None, returning=None,
702
    embeddable=False, ignore=False, src=None):
703
    '''
704
    @param returning str|None An inserted column (such as pkey) to return
705
    @param embeddable Whether the query should be embeddable as a nested SELECT.
706
        Warning: If you set this and cacheable=True when the query is run, the
707
        query will be fully cached, not just if it raises an exception.
708
    @param ignore Whether to ignore duplicate keys.
709
    @param src Will be included in the name of any created function, to help
710
        identify the data source in pg_stat_activity.
711
    '''
712
    table = sql_gen.remove_table_rename(sql_gen.as_Table(table))
713
    if cols == []: cols = None # no cols (all defaults) = unknown col names
714
    if cols != None: cols = [sql_gen.to_name_only_col(c, table) for c in cols]
715
    if select_query == None: select_query = 'DEFAULT VALUES'
716
    if returning != None: returning = sql_gen.as_Col(returning, table)
717
    
718
    first_line = 'INSERT INTO '+table.to_str(db)
719
    
720
    def mk_insert(select_query):
721
        query = first_line
722
        if cols != None:
723
            query += '\n('+(', '.join((c.to_str(db) for c in cols)))+')'
724
        query += '\n'+select_query
725
        
726
        if returning != None:
727
            returning_name_col = sql_gen.to_name_only_col(returning)
728
            query += '\nRETURNING '+returning_name_col.to_str(db)
729
        
730
        return query
731
    
732
    return_type = 'unknown'
733
    if returning != None: return_type = returning.to_str(db)+'%TYPE'
734
    
735
    lang = 'sql'
736
    if ignore:
737
        # Always return something to set the correct rowcount
738
        if returning == None: returning = sql_gen.NamedCol('NULL', None)
739
        
740
        embeddable = True # must use function
741
        lang = 'plpgsql'
742
        
743
        if cols == None:
744
            row = [sql_gen.Col(sql_gen.all_cols, 'row')]
745
            row_vars = [sql_gen.Table('row')]
746
        else:
747
            row_vars = row = [sql_gen.Col(c.name, 'row') for c in cols]
748
        
749
        query = '''\
750
DECLARE
751
    row '''+table.to_str(db)+'''%ROWTYPE;
752
BEGIN
753
    /* Need an EXCEPTION block for each individual row because "When an error is
754
    caught by an EXCEPTION clause, [...] all changes to persistent database
755
    state within the block are rolled back."
756
    This is unfortunate because "A block containing an EXCEPTION clause is
757
    significantly more expensive to enter and exit than a block without one."
758
    (http://www.postgresql.org/docs/8.3/static/plpgsql-control-structures.html\
759
#PLPGSQL-ERROR-TRAPPING)
760
    */
761
    FOR '''+(', '.join((v.to_str(db) for v in row_vars)))+''' IN
762
'''+select_query+'''
763
    LOOP
764
        BEGIN
765
            RETURN QUERY
766
'''+mk_insert(sql_gen.Values(row).to_str(db))+'''
767
;
768
        EXCEPTION
769
            WHEN unique_violation THEN NULL; -- continue to next row
770
        END;
771
    END LOOP;
772
END;\
773
'''
774
    else: query = mk_insert(select_query)
775
    
776
    if embeddable:
777
        # Create function
778
        function_name = sql_gen.clean_name(first_line)
779
        if src != None: function_name = src+': '+function_name
780
        while True:
781
            try:
782
                function = db.TempFunction(function_name)
783
                
784
                function_query = '''\
785
CREATE FUNCTION '''+function.to_str(db)+'''()
786
RETURNS SETOF '''+return_type+'''
787
LANGUAGE '''+lang+'''
788
AS $$
789
'''+query+'''
790
$$;
791
'''
792
                run_query(db, function_query, recover=True, cacheable=True,
793
                    log_ignore_excs=(DuplicateException,))
794
                break # this version was successful
795
            except DuplicateException, e:
796
                function_name = next_version(function_name)
797
                # try again with next version of name
798
        
799
        # Return query that uses function
800
        cols = None
801
        if returning != None: cols = [returning]
802
        func_table = sql_gen.NamedTable('f', sql_gen.FunctionCall(function),
803
            cols) # AS clause requires function alias
804
        return mk_select(db, func_table, start=0, order_by=None)
805
    
806
    return query
807

    
808
def insert_select(db, table, *args, **kw_args):
809
    '''For params, see mk_insert_select() and run_query_into()
810
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
811
        values in
812
    '''
813
    returning = kw_args.get('returning', None)
814
    ignore = kw_args.get('ignore', False)
815
    
816
    into = kw_args.pop('into', None)
817
    if into != None: kw_args['embeddable'] = True
818
    recover = kw_args.pop('recover', None)
819
    if ignore: recover = True
820
    cacheable = kw_args.pop('cacheable', True)
821
    log_level = kw_args.pop('log_level', 2)
822
    
823
    rowcount_only = ignore and returning == None # keep NULL rows on server
824
    if rowcount_only: into = sql_gen.Table('rowcount')
825
    
826
    cur = run_query_into(db, mk_insert_select(db, table, *args, **kw_args),
827
        into, recover=recover, cacheable=cacheable, log_level=log_level)
828
    if rowcount_only: empty_temp(db, into)
829
    autoanalyze(db, table)
830
    return cur
831

    
832
default = sql_gen.default # tells insert() to use the default value for a column
833

    
834
def insert(db, table, row, *args, **kw_args):
835
    '''For params, see insert_select()'''
836
    if lists.is_seq(row): cols = None
837
    else:
838
        cols = row.keys()
839
        row = row.values()
840
    row = list(row) # ensure that "== []" works
841
    
842
    if row == []: query = None
843
    else: query = sql_gen.Values(row).to_str(db)
844
    
845
    return insert_select(db, table, cols, query, *args, **kw_args)
846

    
847
def mk_update(db, table, changes=None, cond=None, in_place=False,
848
    cacheable_=True):
849
    '''
850
    @param changes [(col, new_value),...]
851
        * container can be any iterable type
852
        * col: sql_gen.Code|str (for col name)
853
        * new_value: sql_gen.Code|literal value
854
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
855
    @param in_place If set, locks the table and updates rows in place.
856
        This avoids creating dead rows in PostgreSQL.
857
        * cond must be None
858
    @param cacheable_ Whether column structure information used to generate the
859
        query can be cached
860
    @return str query
861
    '''
862
    table = sql_gen.as_Table(table)
863
    changes = [(sql_gen.to_name_only_col(c, table), sql_gen.as_Value(v))
864
        for c, v in changes]
865
    
866
    if in_place:
867
        assert cond == None
868
        
869
        query = 'ALTER TABLE '+table.to_str(db)+'\n'
870
        query += ',\n'.join(('ALTER COLUMN '+c.to_str(db)+' TYPE '
871
            +db.col_info(sql_gen.with_default_table(c, table), cacheable_).type
872
            +'\nUSING '+v.to_str(db) for c, v in changes))
873
    else:
874
        query = 'UPDATE '+table.to_str(db)+'\nSET\n'
875
        query += ',\n'.join((c.to_str(db)+' = '+v.to_str(db)
876
            for c, v in changes))
877
        if cond != None: query += '\nWHERE\n'+cond.to_str(db)
878
    
879
    return query
880

    
881
def update(db, table, *args, **kw_args):
882
    '''For params, see mk_update() and run_query()'''
883
    recover = kw_args.pop('recover', None)
884
    cacheable = kw_args.pop('cacheable', False)
885
    log_level = kw_args.pop('log_level', 2)
886
    
887
    cur = run_query(db, mk_update(db, table, *args, **kw_args), recover,
888
        cacheable, log_level=log_level)
889
    autoanalyze(db, table)
890
    return cur
891

    
892
def last_insert_id(db):
893
    module = util.root_module(db.db)
894
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
895
    elif module == 'MySQLdb': return db.insert_id()
896
    else: return None
897

    
898
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
899
    '''Creates a mapping from original column names (which may have collisions)
900
    to names that will be distinct among the columns' tables.
901
    This is meant to be used for several tables that are being joined together.
902
    @param cols The columns to combine. Duplicates will be removed.
903
    @param into The table for the new columns.
904
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
905
        columns will be included in the mapping even if they are not in cols.
906
        The tables of the provided Col objects will be changed to into, so make
907
        copies of them if you want to keep the original tables.
908
    @param as_items Whether to return a list of dict items instead of a dict
909
    @return dict(orig_col=new_col, ...)
910
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
911
        * new_col: sql_gen.Col(orig_col_name, into)
912
        * All mappings use the into table so its name can easily be
913
          changed for all columns at once
914
    '''
915
    cols = lists.uniqify(cols)
916
    
917
    items = []
918
    for col in preserve:
919
        orig_col = copy.copy(col)
920
        col.table = into
921
        items.append((orig_col, col))
922
    preserve = set(preserve)
923
    for col in cols:
924
        if col not in preserve:
925
            items.append((col, sql_gen.Col(str(col), into, col.srcs)))
926
    
927
    if not as_items: items = dict(items)
928
    return items
929

    
930
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
931
    '''For params, see mk_flatten_mapping()
932
    @return See return value of mk_flatten_mapping()
933
    '''
934
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
935
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
936
    run_query_into(db, mk_select(db, joins, cols, limit=limit, start=start),
937
        into=into)
938
    return dict(items)
939

    
940
##### Database structure introspection
941

    
942
#### Tables
943

    
944
def tables(db, schema_like='public', table_like='%', exact=False):
945
    if exact: compare = '='
946
    else: compare = 'LIKE'
947
    
948
    module = util.root_module(db.db)
949
    if module == 'psycopg2':
950
        conds = [('schemaname', sql_gen.CompareCond(schema_like, compare)),
951
            ('tablename', sql_gen.CompareCond(table_like, compare))]
952
        return values(select(db, 'pg_tables', ['tablename'], conds,
953
            order_by='tablename', log_level=4))
954
    elif module == 'MySQLdb':
955
        return values(run_query(db, 'SHOW TABLES LIKE '+db.esc_value(table_like)
956
            , cacheable=True, log_level=4))
957
    else: raise NotImplementedError("Can't list tables for "+module+' database')
958

    
959
def table_exists(db, table):
960
    table = sql_gen.as_Table(table)
961
    return list(tables(db, table.schema, table.name, exact=True)) != []
962

    
963
def table_row_count(db, table, recover=None):
964
    return value(run_query(db, mk_select(db, table, [sql_gen.row_count],
965
        order_by=None, start=0), recover=recover, log_level=3))
966

    
967
def table_cols(db, table, recover=None):
968
    return list(col_names(select(db, table, limit=0, order_by=None,
969
        recover=recover, log_level=4)))
970

    
971
def pkey(db, table, recover=None):
972
    '''Assumed to be first column in table'''
973
    return table_cols(db, table, recover)[0]
974

    
975
not_null_col = 'not_null_col'
976

    
977
def table_not_null_col(db, table, recover=None):
978
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
979
    if not_null_col in table_cols(db, table, recover): return not_null_col
980
    else: return pkey(db, table, recover)
981

    
982
def index_cols(db, table, index):
983
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
984
    automatically created. When you don't know whether something is a UNIQUE
985
    constraint or a UNIQUE index, use this function.'''
986
    module = util.root_module(db.db)
987
    if module == 'psycopg2':
988
        return list(values(run_query(db, '''\
989
SELECT attname
990
FROM
991
(
992
        SELECT attnum, attname
993
        FROM pg_index
994
        JOIN pg_class index ON index.oid = indexrelid
995
        JOIN pg_class table_ ON table_.oid = indrelid
996
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
997
        WHERE
998
            table_.relname = '''+db.esc_value(table)+'''
999
            AND index.relname = '''+db.esc_value(index)+'''
1000
    UNION
1001
        SELECT attnum, attname
1002
        FROM
1003
        (
1004
            SELECT
1005
                indrelid
1006
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
1007
                    AS indkey
1008
            FROM pg_index
1009
            JOIN pg_class index ON index.oid = indexrelid
1010
            JOIN pg_class table_ ON table_.oid = indrelid
1011
            WHERE
1012
                table_.relname = '''+db.esc_value(table)+'''
1013
                AND index.relname = '''+db.esc_value(index)+'''
1014
        ) s
1015
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
1016
) s
1017
ORDER BY attnum
1018
'''
1019
            , cacheable=True, log_level=4)))
1020
    else: raise NotImplementedError("Can't list index columns for "+module+
1021
        ' database')
1022

    
1023
def constraint_cols(db, table, constraint):
1024
    module = util.root_module(db.db)
1025
    if module == 'psycopg2':
1026
        return list(values(run_query(db, '''\
1027
SELECT attname
1028
FROM pg_constraint
1029
JOIN pg_class ON pg_class.oid = conrelid
1030
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
1031
WHERE
1032
    relname = '''+db.esc_value(table)+'''
1033
    AND conname = '''+db.esc_value(constraint)+'''
1034
ORDER BY attnum
1035
'''
1036
            )))
1037
    else: raise NotImplementedError("Can't list constraint columns for "+module+
1038
        ' database')
1039

    
1040
#### Functions
1041

    
1042
def function_exists(db, function):
1043
    function = sql_gen.as_Function(function)
1044
    
1045
    info_table = sql_gen.Table('routines', 'information_schema')
1046
    conds = [('routine_name', function.name)]
1047
    schema = function.schema
1048
    if schema != None: conds.append(('routine_schema', schema))
1049
    # Exclude trigger functions, since they cannot be called directly
1050
    conds.append(('data_type', sql_gen.CompareCond('trigger', '!=')))
1051
    
1052
    return list(values(select(db, info_table, ['routine_name'], conds,
1053
        order_by='routine_schema', limit=1, log_level=4))) != []
1054
        # TODO: order_by search_path schema order
1055

    
1056
##### Structural changes
1057

    
1058
#### Columns
1059

    
1060
def add_col(db, table, col, comment=None, **kw_args):
1061
    '''
1062
    @param col TypedCol Name may be versioned, so be sure to propagate any
1063
        renaming back to any source column for the TypedCol.
1064
    @param comment None|str SQL comment used to distinguish columns of the same
1065
        name from each other when they contain different data, to allow the
1066
        ADD COLUMN query to be cached. If not set, query will not be cached.
1067
    '''
1068
    assert isinstance(col, sql_gen.TypedCol)
1069
    
1070
    while True:
1071
        str_ = 'ALTER TABLE '+table.to_str(db)+' ADD COLUMN '+col.to_str(db)
1072
        if comment != None: str_ += ' '+sql_gen.esc_comment(comment)
1073
        
1074
        try:
1075
            run_query(db, str_, recover=True, cacheable=True, **kw_args)
1076
            break
1077
        except DuplicateException:
1078
            col.name = next_version(col.name)
1079
            # try again with next version of name
1080

    
1081
def add_not_null(db, col):
1082
    table = col.table
1083
    col = sql_gen.to_name_only_col(col)
1084
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ALTER COLUMN '
1085
        +col.to_str(db)+' SET NOT NULL', cacheable=True, log_level=3)
1086

    
1087
row_num_col = '_row_num'
1088

    
1089
row_num_typed_col = sql_gen.TypedCol(row_num_col, 'serial', nullable=False,
1090
    constraints='PRIMARY KEY')
1091

    
1092
def add_row_num(db, table):
1093
    '''Adds a row number column to a table. Its name is in row_num_col. It will
1094
    be the primary key.'''
1095
    add_col(db, table, row_num_typed_col, log_level=3)
1096

    
1097
#### Indexes
1098

    
1099
def add_pkey(db, table, cols=None, recover=None):
1100
    '''Adds a primary key.
1101
    @param cols [sql_gen.Col,...] The columns in the primary key.
1102
        Defaults to the first column in the table.
1103
    @pre The table must not already have a primary key.
1104
    '''
1105
    table = sql_gen.as_Table(table)
1106
    if cols == None: cols = [pkey(db, table, recover)]
1107
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
1108
    
1109
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD PRIMARY KEY ('
1110
        +(', '.join(col_strs))+')', recover=True, cacheable=True, log_level=3,
1111
        log_ignore_excs=(DuplicateException,))
1112

    
1113
def add_index(db, exprs, table=None, unique=False, ensure_not_null_=True):
1114
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
1115
    Currently, only function calls are supported as expressions.
1116
    @param ensure_not_null_ If set, translates NULL values to sentinel values.
1117
        This allows indexes to be used for comparisons where NULLs are equal.
1118
    '''
1119
    exprs = lists.mk_seq(exprs)
1120
    
1121
    # Parse exprs
1122
    old_exprs = exprs[:]
1123
    exprs = []
1124
    cols = []
1125
    for i, expr in enumerate(old_exprs):
1126
        expr = sql_gen.as_Col(expr, table)
1127
        
1128
        # Handle nullable columns
1129
        if ensure_not_null_:
1130
            try: expr = sql_gen.ensure_not_null(db, expr)
1131
            except KeyError: pass # unknown type, so just create plain index
1132
        
1133
        # Extract col
1134
        expr = copy.deepcopy(expr) # don't modify input!
1135
        if isinstance(expr, sql_gen.FunctionCall):
1136
            col = expr.args[0]
1137
            expr = sql_gen.Expr(expr)
1138
        else: col = expr
1139
        assert isinstance(col, sql_gen.Col)
1140
        
1141
        # Extract table
1142
        if table == None:
1143
            assert sql_gen.is_table_col(col)
1144
            table = col.table
1145
        
1146
        col.table = None
1147
        
1148
        exprs.append(expr)
1149
        cols.append(col)
1150
    
1151
    table = sql_gen.as_Table(table)
1152
    
1153
    # Add index
1154
    str_ = 'CREATE'
1155
    if unique: str_ += ' UNIQUE'
1156
    str_ += ' INDEX ON '+table.to_str(db)+' ('+(
1157
        ', '.join((v.to_str(db) for v in exprs)))+')'
1158
    run_query(db, str_, recover=True, cacheable=True, log_level=3)
1159

    
1160
already_indexed = object() # tells add_indexes() the pkey has already been added
1161

    
1162
def add_indexes(db, table, has_pkey=True):
1163
    '''Adds an index on all columns in a table.
1164
    @param has_pkey bool|already_indexed Whether a pkey instead of a regular
1165
        index should be added on the first column.
1166
        * If already_indexed, the pkey is assumed to have already been added
1167
    '''
1168
    cols = table_cols(db, table)
1169
    if has_pkey:
1170
        if has_pkey is not already_indexed: add_pkey(db, table)
1171
        cols = cols[1:]
1172
    for col in cols: add_index(db, col, table)
1173

    
1174
#### Tables
1175

    
1176
### Maintenance
1177

    
1178
def analyze(db, table):
1179
    table = sql_gen.as_Table(table)
1180
    run_query(db, 'ANALYZE '+table.to_str(db), log_level=3)
1181

    
1182
def autoanalyze(db, table):
1183
    if db.autoanalyze: analyze(db, table)
1184

    
1185
def vacuum(db, table):
1186
    table = sql_gen.as_Table(table)
1187
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1188
        log_level=3))
1189

    
1190
### Lifecycle
1191

    
1192
def drop(db, type_, name):
1193
    name = sql_gen.as_Name(name)
1194
    run_query(db, 'DROP '+type_+' IF EXISTS '+name.to_str(db)+' CASCADE')
1195

    
1196
def drop_table(db, table): drop(db, 'TABLE', table)
1197

    
1198
def create_table(db, table, cols=[], has_pkey=True, col_indexes=True,
1199
    like=None):
1200
    '''Creates a table.
1201
    @param cols [sql_gen.TypedCol,...] The column names and types
1202
    @param has_pkey If set, the first column becomes the primary key.
1203
    @param col_indexes bool|[ref]
1204
        * If True, indexes will be added on all non-pkey columns.
1205
        * If a list reference, [0] will be set to a function to do this.
1206
          This can be used to delay index creation until the table is populated.
1207
    '''
1208
    table = sql_gen.as_Table(table)
1209
    
1210
    if like != None:
1211
        cols = [sql_gen.CustomCode('LIKE '+like.to_str(db)+' INCLUDING ALL')
1212
            ]+cols
1213
    if has_pkey:
1214
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
1215
        pkey.constraints = 'PRIMARY KEY'
1216
    
1217
    temp = table.is_temp and not db.debug_temp
1218
        # temp tables permanent in debug_temp mode
1219
    
1220
    # Create table
1221
    while True:
1222
        str_ = 'CREATE'
1223
        if temp: str_ += ' TEMP'
1224
        str_ += ' TABLE '+table.to_str(db)+' (\n'
1225
        str_ += '\n, '.join(c.to_str(db) for c in cols)
1226
        str_ += '\n);'
1227
        
1228
        try:
1229
            run_query(db, str_, recover=True, cacheable=True, log_level=2,
1230
                log_ignore_excs=(DuplicateException,))
1231
            break
1232
        except DuplicateException:
1233
            table.name = next_version(table.name)
1234
            # try again with next version of name
1235
    
1236
    # Add indexes
1237
    if has_pkey: has_pkey = already_indexed
1238
    def add_indexes_(): add_indexes(db, table, has_pkey)
1239
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes_ # defer
1240
    elif col_indexes: add_indexes_() # add now
1241

    
1242
def copy_table_struct(db, src, dest):
1243
    '''Creates a structure-only copy of a table. (Does not copy data.)'''
1244
    create_table(db, dest, has_pkey=False, col_indexes=False, like=src)
1245

    
1246
### Data
1247

    
1248
def truncate(db, table, schema='public', **kw_args):
1249
    '''For params, see run_query()'''
1250
    table = sql_gen.as_Table(table, schema)
1251
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE', **kw_args)
1252

    
1253
def empty_temp(db, tables):
1254
    tables = lists.mk_seq(tables)
1255
    for table in tables: truncate(db, table, log_level=3)
1256

    
1257
def empty_db(db, schema='public', **kw_args):
1258
    '''For kw_args, see tables()'''
1259
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1260

    
1261
def distinct_table(db, table, distinct_on):
1262
    '''Creates a copy of a temp table which is distinct on the given columns.
1263
    The old and new tables will both get an index on these columns, to
1264
    facilitate merge joins.
1265
    @param distinct_on If empty, creates a table with one row. This is useful if
1266
        your distinct_on columns are all literal values.
1267
    @return The new table.
1268
    '''
1269
    new_table = sql_gen.suffixed_table(table, '_distinct')
1270
    
1271
    copy_table_struct(db, table, new_table)
1272
    
1273
    limit = None
1274
    if distinct_on == []: limit = 1 # one sample row
1275
    else:
1276
        add_index(db, distinct_on, new_table, unique=True)
1277
        add_index(db, distinct_on, table) # for join optimization
1278
    
1279
    insert_select(db, new_table, None, mk_select(db, table, start=0,
1280
        limit=limit), ignore=True)
1281
    analyze(db, new_table)
1282
    
1283
    return new_table
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