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1
# Database access
2

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

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

    
18
##### Exceptions
19

    
20
def get_cur_query(cur, input_query=None):
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 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 FunctionValueException(ExceptionWithNameValue): 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):
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
        '''
162
        self.db_config = db_config
163
        self.autocommit = autocommit
164
        self.caching = caching
165
        self.log_debug = log_debug
166
        self.debug = log_debug != log_debug_none
167
        self.debug_temp = debug_temp
168
        
169
        self.__db = None
170
        self.query_results = {}
171
        self._savepoint = 0
172
        self._notices_seen = set()
173
    
174
    def __getattr__(self, name):
175
        if name == '__dict__': raise Exception('getting __dict__')
176
        if name == 'db': return self._db()
177
        else: raise AttributeError()
178
    
179
    def __getstate__(self):
180
        state = copy.copy(self.__dict__) # shallow copy
181
        state['log_debug'] = None # don't pickle the debug callback
182
        state['_DbConn__db'] = None # don't pickle the connection
183
        return state
184
    
185
    def connected(self): return self.__db != None
186
    
187
    def _db(self):
188
        if self.__db == None:
189
            # Process db_config
190
            db_config = self.db_config.copy() # don't modify input!
191
            schemas = db_config.pop('schemas', None)
192
            module_name, mappings = db_engines[db_config.pop('engine')]
193
            module = __import__(module_name)
194
            _add_module(module)
195
            for orig, new in mappings.iteritems():
196
                try: util.rename_key(db_config, orig, new)
197
                except KeyError: pass
198
            
199
            # Connect
200
            self.__db = module.connect(**db_config)
201
            
202
            # Configure connection
203
            if hasattr(self.db, 'set_isolation_level'):
204
                import psycopg2.extensions
205
                self.db.set_isolation_level(
206
                    psycopg2.extensions.ISOLATION_LEVEL_READ_COMMITTED)
207
            if schemas != None:
208
                search_path = [self.esc_name(s) for s in schemas.split(',')]
209
                search_path.append(value(run_query(self, 'SHOW search_path',
210
                    log_level=4)))
211
                run_query(self, 'SET search_path TO '+(','.join(search_path)),
212
                    log_level=3)
213
        
214
        return self.__db
215
    
216
    class DbCursor(Proxy):
217
        def __init__(self, outer):
218
            Proxy.__init__(self, outer.db.cursor())
219
            self.outer = outer
220
            self.query_results = outer.query_results
221
            self.query_lookup = None
222
            self.result = []
223
        
224
        def execute(self, query):
225
            self._is_insert = query.startswith('INSERT')
226
            self.query_lookup = query
227
            try:
228
                try:
229
                    cur = self.inner.execute(query)
230
                    self.outer.do_autocommit()
231
                finally: self.query = get_cur_query(self.inner, query)
232
            except Exception, e:
233
                _add_cursor_info(e, self, query)
234
                self.result = e # cache the exception as the result
235
                self._cache_result()
236
                raise
237
            
238
            # Always cache certain queries
239
            if query.startswith('CREATE') or query.startswith('ALTER'):
240
                # structural changes
241
                # Rest of query must be unique in the face of name collisions,
242
                # so don't cache ADD COLUMN unless it has distinguishing comment
243
                if query.find('ADD COLUMN') < 0 or query.endswith('*/'):
244
                    self._cache_result()
245
            elif self.rowcount == 0 and query.startswith('SELECT'): # empty
246
                consume_rows(self) # fetch all rows so result will be cached
247
            
248
            return cur
249
        
250
        def fetchone(self):
251
            row = self.inner.fetchone()
252
            if row != None: self.result.append(row)
253
            # otherwise, fetched all rows
254
            else: self._cache_result()
255
            return row
256
        
257
        def _cache_result(self):
258
            # For inserts that return a result set, don't cache result set since
259
            # inserts are not idempotent. Other non-SELECT queries don't have
260
            # their result set read, so only exceptions will be cached (an
261
            # invalid query will always be invalid).
262
            if self.query_results != None and (not self._is_insert
263
                or isinstance(self.result, Exception)):
264
                
265
                assert self.query_lookup != None
266
                self.query_results[self.query_lookup] = self.CacheCursor(
267
                    util.dict_subset(dicts.AttrsDictView(self),
268
                    ['query', 'result', 'rowcount', 'description']))
269
        
270
        class CacheCursor:
271
            def __init__(self, cached_result): self.__dict__ = cached_result
272
            
273
            def execute(self, *args, **kw_args):
274
                if isinstance(self.result, Exception): raise self.result
275
                # otherwise, result is a rows list
276
                self.iter = iter(self.result)
277
            
278
            def fetchone(self):
279
                try: return self.iter.next()
280
                except StopIteration: return None
281
    
282
    def esc_value(self, value):
283
        try: str_ = self.mogrify('%s', [value])
284
        except NotImplementedError, e:
285
            module = util.root_module(self.db)
286
            if module == 'MySQLdb':
287
                import _mysql
288
                str_ = _mysql.escape_string(value)
289
            else: raise e
290
        return strings.to_unicode(str_)
291
    
292
    def esc_name(self, name): return esc_name(self, name) # calls global func
293
    
294
    def std_code(self, str_):
295
        '''Standardizes SQL code.
296
        * Ensures that string literals are prefixed by `E`
297
        '''
298
        if str_.startswith("'"): str_ = 'E'+str_
299
        return str_
300
    
301
    def can_mogrify(self):
302
        module = util.root_module(self.db)
303
        return module == 'psycopg2'
304
    
305
    def mogrify(self, query, params=None):
306
        if self.can_mogrify(): return self.db.cursor().mogrify(query, params)
307
        else: raise NotImplementedError("Can't mogrify query")
308
    
309
    def print_notices(self):
310
        if hasattr(self.db, 'notices'):
311
            for msg in self.db.notices:
312
                if msg not in self._notices_seen:
313
                    self._notices_seen.add(msg)
314
                    self.log_debug(msg, level=2)
315
    
316
    def run_query(self, query, cacheable=False, log_level=2,
317
        debug_msg_ref=None):
318
        '''
319
        @param log_ignore_excs The log_level will be increased by 2 if the query
320
            throws one of these exceptions.
321
        @param debug_msg_ref If specified, the log message will be returned in
322
            this instead of being output. This allows you to filter log messages
323
            depending on the result of the query.
324
        '''
325
        assert query != None
326
        
327
        if not self.caching: cacheable = False
328
        used_cache = False
329
        
330
        def log_msg(query):
331
            if used_cache: cache_status = 'cache hit'
332
            elif cacheable: cache_status = 'cache miss'
333
            else: cache_status = 'non-cacheable'
334
            return 'DB query: '+cache_status+':\n'+strings.as_code(query, 'SQL')
335
        
336
        try:
337
            # Get cursor
338
            if cacheable:
339
                try:
340
                    cur = self.query_results[query]
341
                    used_cache = True
342
                except KeyError: cur = self.DbCursor(self)
343
            else: cur = self.db.cursor()
344
            
345
            # Log query
346
            if self.debug and debug_msg_ref == None: # log before running
347
                self.log_debug(log_msg(query), log_level)
348
            
349
            # Run query
350
            cur.execute(query)
351
        finally:
352
            self.print_notices()
353
            if self.debug and debug_msg_ref != None: # return after running
354
                debug_msg_ref[0] = log_msg(str(get_cur_query(cur, query)))
355
        
356
        return cur
357
    
358
    def is_cached(self, query): return query in self.query_results
359
    
360
    def with_autocommit(self, func):
361
        import psycopg2.extensions
362
        
363
        prev_isolation_level = self.db.isolation_level
364
        self.db.set_isolation_level(
365
            psycopg2.extensions.ISOLATION_LEVEL_AUTOCOMMIT)
366
        try: return func()
367
        finally: self.db.set_isolation_level(prev_isolation_level)
368
    
369
    def with_savepoint(self, func):
370
        savepoint = 'level_'+str(self._savepoint)
371
        self.run_query('SAVEPOINT '+savepoint, log_level=4)
372
        self._savepoint += 1
373
        try: return func()
374
        except:
375
            self.run_query('ROLLBACK TO SAVEPOINT '+savepoint, log_level=4)
376
            raise
377
        finally:
378
            # Always release savepoint, because after ROLLBACK TO SAVEPOINT,
379
            # "The savepoint remains valid and can be rolled back to again"
380
            # (http://www.postgresql.org/docs/8.3/static/sql-rollback-to.html).
381
            self.run_query('RELEASE SAVEPOINT '+savepoint, log_level=4)
382
            
383
            self._savepoint -= 1
384
            assert self._savepoint >= 0
385
            
386
            self.do_autocommit() # OK to do this after ROLLBACK TO SAVEPOINT
387
    
388
    def do_autocommit(self):
389
        '''Autocommits if outside savepoint'''
390
        assert self._savepoint >= 0
391
        if self.autocommit and self._savepoint == 0:
392
            self.log_debug('Autocommitting', level=4)
393
            self.db.commit()
394
    
395
    def col_info(self, col):
396
        table = sql_gen.Table('columns', 'information_schema')
397
        cols = ['data_type', 'column_default',
398
            cast(self, 'boolean', 'is_nullable')]
399
        
400
        conds = [('table_name', col.table.name), ('column_name', col.name)]
401
        schema = col.table.schema
402
        if schema != None: conds.append(('table_schema', schema))
403
        
404
        type_, default, nullable = row(select(self, table, cols, conds,
405
            order_by='table_schema', limit=1, log_level=4))
406
            # TODO: order_by search_path schema order
407
        default = sql_gen.as_Code(default, self)
408
        
409
        return sql_gen.TypedCol(col.name, type_, default, nullable)
410
    
411
    def TempFunction(self, name):
412
        if self.debug_temp: schema = None
413
        else: schema = 'pg_temp'
414
        return sql_gen.Function(name, schema)
415

    
416
connect = DbConn
417

    
418
##### Recoverable querying
419

    
420
def with_savepoint(db, func): return db.with_savepoint(func)
421

    
422
def run_query(db, query, recover=None, cacheable=False, log_level=2,
423
    log_ignore_excs=None, **kw_args):
424
    '''For params, see DbConn.run_query()'''
425
    if recover == None: recover = False
426
    if log_ignore_excs == None: log_ignore_excs = ()
427
    log_ignore_excs = tuple(log_ignore_excs)
428
    
429
    debug_msg_ref = None # usually, db.run_query() logs query before running it
430
    # But if filtering with log_ignore_excs, wait until after exception parsing
431
    if log_ignore_excs != () or not db.can_mogrify(): debug_msg_ref = [None]
432
    
433
    try:
434
        try:
435
            def run(): return db.run_query(query, cacheable, log_level,
436
                debug_msg_ref, **kw_args)
437
            if recover and not db.is_cached(query):
438
                return with_savepoint(db, run)
439
            else: return run() # don't need savepoint if cached
440
        except Exception, e:
441
            msg = exc.str_(e)
442
            
443
            match = re.search(r'duplicate key value violates unique constraint '
444
                r'"((_?[^\W_]+)_.+?)"', msg)
445
            if match:
446
                constraint, table = match.groups()
447
                cols = []
448
                if recover: # need auto-rollback to run index_cols()
449
                    try: cols = index_cols(db, table, constraint)
450
                    except NotImplementedError: pass
451
                raise DuplicateKeyException(constraint, cols, e)
452
            
453
            match = re.search(r'null value in column "(.+?)" violates not-null'
454
                r' constraint', msg)
455
            if match: raise NullValueException('NOT NULL', [match.group(1)], e)
456
            
457
            match = re.search(r'\b(?:invalid input (?:syntax|value)\b.*?'
458
                r'|date/time field value out of range): "(.+?)"\n'
459
                r'(?:(?s).*?)\bfunction "(.+?)"', msg)
460
            if match:
461
                value, name = match.groups()
462
                raise FunctionValueException(name, strings.to_unicode(value), e)
463
            
464
            match = re.search(r'column "(.+?)" is of type (.+?) but expression '
465
                r'is of type', msg)
466
            if match:
467
                col, type_ = match.groups()
468
                raise MissingCastException(type_, col, e)
469
            
470
            match = re.search(r'\b(\S+) "(.+?)".*? already exists', msg)
471
            if match:
472
                type_, name = match.groups()
473
                raise DuplicateException(type_, name, e)
474
            
475
            raise # no specific exception raised
476
    except log_ignore_excs:
477
        log_level += 2
478
        raise
479
    finally:
480
        if debug_msg_ref != None and debug_msg_ref[0] != None:
481
            db.log_debug(debug_msg_ref[0], log_level)
482

    
483
##### Basic queries
484

    
485
def next_version(name):
486
    version = 1 # first existing name was version 0
487
    match = re.match(r'^(.*)#(\d+)$', name)
488
    if match:
489
        name, version = match.groups()
490
        version = int(version)+1
491
    return sql_gen.concat(name, '#'+str(version))
492

    
493
def lock_table(db, table, mode):
494
    table = sql_gen.as_Table(table)
495
    run_query(db, 'LOCK TABLE '+table.to_str(db)+' IN '+mode+' MODE')
496

    
497
def run_query_into(db, query, into=None, add_indexes_=False, **kw_args):
498
    '''Outputs a query to a temp table.
499
    For params, see run_query().
500
    '''
501
    if into == None: return run_query(db, query, **kw_args)
502
    
503
    assert isinstance(into, sql_gen.Table)
504
    
505
    into.is_temp = True
506
    # "temporary tables cannot specify a schema name", so remove schema
507
    into.schema = None
508
    
509
    kw_args['recover'] = True
510
    kw_args.setdefault('log_ignore_excs', (DuplicateException,))
511
    
512
    temp = not db.debug_temp # tables are permanent in debug_temp mode
513
    
514
    # Create table
515
    while True:
516
        create_query = 'CREATE'
517
        if temp: create_query += ' TEMP'
518
        create_query += ' TABLE '+into.to_str(db)+' AS\n'+query
519
        
520
        try:
521
            cur = run_query(db, create_query, **kw_args)
522
                # CREATE TABLE AS sets rowcount to # rows in query
523
            break
524
        except DuplicateException, e:
525
            into.name = next_version(into.name)
526
            # try again with next version of name
527
    
528
    if add_indexes_: add_indexes(db, into)
529
    
530
    return cur
531

    
532
order_by_pkey = object() # tells mk_select() to order by the pkey
533

    
534
distinct_on_all = object() # tells mk_select() to SELECT DISTINCT ON all columns
535

    
536
def mk_select(db, tables, fields=None, conds=None, distinct_on=[], limit=None,
537
    start=None, order_by=order_by_pkey, default_table=None):
538
    '''
539
    @param tables The single table to select from, or a list of tables to join
540
        together, with tables after the first being sql_gen.Join objects
541
    @param fields Use None to select all fields in the table
542
    @param conds WHERE conditions: [(compare_left_side, compare_right_side),...]
543
        * container can be any iterable type
544
        * compare_left_side: sql_gen.Code|str (for col name)
545
        * compare_right_side: sql_gen.ValueCond|literal value
546
    @param distinct_on The columns to SELECT DISTINCT ON, or distinct_on_all to
547
        use all columns
548
    @return query
549
    '''
550
    # Parse tables param
551
    tables = lists.mk_seq(tables)
552
    tables = list(tables) # don't modify input! (list() copies input)
553
    table0 = sql_gen.as_Table(tables.pop(0)) # first table is separate
554
    
555
    # Parse other params
556
    if conds == None: conds = []
557
    elif dicts.is_dict(conds): conds = conds.items()
558
    conds = list(conds) # don't modify input! (list() copies input)
559
    assert limit == None or type(limit) == int
560
    assert start == None or type(start) == int
561
    if order_by is order_by_pkey:
562
        if distinct_on != []: order_by = None
563
        else: order_by = pkey(db, table0, recover=True)
564
    
565
    query = 'SELECT'
566
    
567
    def parse_col(col): return sql_gen.as_Col(col, default_table).to_str(db)
568
    
569
    # DISTINCT ON columns
570
    if distinct_on != []:
571
        query += '\nDISTINCT'
572
        if distinct_on is not distinct_on_all:
573
            query += ' ON ('+(', '.join(map(parse_col, distinct_on)))+')'
574
    
575
    # Columns
576
    if fields == None:
577
        if query.find('\n') >= 0: whitespace = '\n'
578
        else: whitespace = ' '
579
        query += whitespace+'*'
580
    else:
581
        assert fields != []
582
        query += '\n'+('\n, '.join(map(parse_col, fields)))
583
    
584
    # Main table
585
    query += '\nFROM '+table0.to_str(db)
586
    
587
    # Add joins
588
    left_table = table0
589
    for join_ in tables:
590
        table = join_.table
591
        
592
        # Parse special values
593
        if join_.type_ is sql_gen.filter_out: # filter no match
594
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
595
                sql_gen.CompareCond(None, '~=')))
596
        
597
        query += '\n'+join_.to_str(db, left_table)
598
        
599
        left_table = table
600
    
601
    missing = True
602
    if conds != []:
603
        if len(conds) == 1: whitespace = ' '
604
        else: whitespace = '\n'
605
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
606
            .to_str(db) for l, r in conds], 'WHERE')
607
        missing = False
608
    if order_by != None:
609
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
610
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
611
    if start != None:
612
        if start != 0: query += '\nOFFSET '+str(start)
613
        missing = False
614
    if missing: warnings.warn(DbWarning(
615
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
616
    
617
    return query
618

    
619
def select(db, *args, **kw_args):
620
    '''For params, see mk_select() and run_query()'''
621
    recover = kw_args.pop('recover', None)
622
    cacheable = kw_args.pop('cacheable', True)
623
    log_level = kw_args.pop('log_level', 2)
624
    
625
    return run_query(db, mk_select(db, *args, **kw_args), recover, cacheable,
626
        log_level=log_level)
627

    
628
def mk_insert_select(db, table, cols=None, select_query=None, returning=None,
629
    embeddable=False, ignore=False):
630
    '''
631
    @param returning str|None An inserted column (such as pkey) to return
632
    @param embeddable Whether the query should be embeddable as a nested SELECT.
633
        Warning: If you set this and cacheable=True when the query is run, the
634
        query will be fully cached, not just if it raises an exception.
635
    @param ignore Whether to ignore duplicate keys.
636
    '''
637
    table = sql_gen.remove_table_rename(sql_gen.as_Table(table))
638
    if cols == []: cols = None # no cols (all defaults) = unknown col names
639
    if cols != None: cols = [sql_gen.to_name_only_col(c, table) for c in cols]
640
    if select_query == None: select_query = 'DEFAULT VALUES'
641
    if returning != None: returning = sql_gen.as_Col(returning, table)
642
    
643
    first_line = 'INSERT INTO '+table.to_str(db)
644
    
645
    def mk_insert(select_query):
646
        query = first_line
647
        if cols != None:
648
            query += '\n('+(', '.join((c.to_str(db) for c in cols)))+')'
649
        query += '\n'+select_query
650
        
651
        if returning != None:
652
            returning_name_col = sql_gen.to_name_only_col(returning)
653
            query += '\nRETURNING '+returning_name_col.to_str(db)
654
        
655
        return query
656
    
657
    return_type = 'unknown'
658
    if returning != None: return_type = returning.to_str(db)+'%TYPE'
659
    
660
    lang = 'sql'
661
    if ignore:
662
        assert cols != None
663
        # Always return something to set the correct rowcount
664
        if returning == None: returning = sql_gen.NamedCol('NULL', None)
665
        
666
        embeddable = True # must use function
667
        lang = 'plpgsql'
668
        row = [sql_gen.Col(c.name, 'row') for c in cols]
669
        
670
        query = '''\
671
DECLARE
672
    row '''+table.to_str(db)+'''%ROWTYPE;
673
BEGIN
674
    /* Need an EXCEPTION block for each individual row because "When an error is
675
    caught by an EXCEPTION clause, [...] all changes to persistent database
676
    state within the block are rolled back."
677
    This is unfortunate because "A block containing an EXCEPTION clause is
678
    significantly more expensive to enter and exit than a block without one."
679
    (http://www.postgresql.org/docs/8.3/static/plpgsql-control-structures.html\
680
#PLPGSQL-ERROR-TRAPPING)
681
    */
682
    FOR '''+(', '.join((c.to_str(db) for c in row)))+''' IN
683
'''+select_query+'''
684
    LOOP
685
        BEGIN
686
            RETURN QUERY
687
'''+mk_insert(sql_gen.Values(row).to_str(db))+'''
688
;
689
        EXCEPTION
690
            WHEN unique_violation THEN NULL; -- continue to next row
691
        END;
692
    END LOOP;
693
END;\
694
'''
695
    else: query = mk_insert(select_query)
696
    
697
    if embeddable:
698
        # Create function
699
        function_name = sql_gen.clean_name(first_line)
700
        while True:
701
            try:
702
                function = db.TempFunction(function_name)
703
                
704
                function_query = '''\
705
CREATE FUNCTION '''+function.to_str(db)+'''()
706
RETURNS SETOF '''+return_type+'''
707
LANGUAGE '''+lang+'''
708
AS $$
709
'''+query+'''
710
$$;
711
'''
712
                run_query(db, function_query, recover=True, cacheable=True,
713
                    log_ignore_excs=(DuplicateException,))
714
                break # this version was successful
715
            except DuplicateException, e:
716
                function_name = next_version(function_name)
717
                # try again with next version of name
718
        
719
        # Return query that uses function
720
        cols = None
721
        if returning != None: cols = [returning]
722
        func_table = sql_gen.NamedTable('f', sql_gen.FunctionCall(function),
723
            cols) # AS clause requires function alias
724
        return mk_select(db, func_table, start=0, order_by=None)
725
    
726
    return query
727

    
728
def insert_select(db, *args, **kw_args):
729
    '''For params, see mk_insert_select() and run_query_into()
730
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
731
        values in
732
    '''
733
    into = kw_args.pop('into', None)
734
    if into != None: kw_args['embeddable'] = True
735
    recover = kw_args.pop('recover', None)
736
    if kw_args.get('ignore', False): recover = True
737
    cacheable = kw_args.pop('cacheable', True)
738
    log_level = kw_args.pop('log_level', 2)
739
    
740
    return run_query_into(db, mk_insert_select(db, *args, **kw_args), into,
741
        recover=recover, cacheable=cacheable, log_level=log_level)
742

    
743
default = sql_gen.default # tells insert() to use the default value for a column
744

    
745
def insert(db, table, row, *args, **kw_args):
746
    '''For params, see insert_select()'''
747
    if lists.is_seq(row): cols = None
748
    else:
749
        cols = row.keys()
750
        row = row.values()
751
    row = list(row) # ensure that "== []" works
752
    
753
    if row == []: query = None
754
    else: query = sql_gen.Values(row).to_str(db)
755
    
756
    return insert_select(db, table, cols, query, *args, **kw_args)
757

    
758
def mk_update(db, table, changes=None, cond=None, in_place=False):
759
    '''
760
    @param changes [(col, new_value),...]
761
        * container can be any iterable type
762
        * col: sql_gen.Code|str (for col name)
763
        * new_value: sql_gen.Code|literal value
764
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
765
    @param in_place If set, locks the table and updates rows in place.
766
        This avoids creating dead rows in PostgreSQL.
767
        * changes may only change one column
768
        * cond must be None
769
    @return str query
770
    '''
771
    table = sql_gen.as_Table(table)
772
    changes = [(sql_gen.to_name_only_col(c, table), sql_gen.as_Value(v))
773
        for c, v in changes]
774
    
775
    if in_place:
776
        assert len(changes) == 1
777
        assert cond == None
778
        
779
        col, value = changes[0]
780
        type_ = db.col_info(sql_gen.with_default_table(col, table)).type
781
        
782
        query = ('ALTER TABLE '+table.to_str(db)+' ALTER COLUMN '+col.to_str(db)
783
            +' TYPE '+type_+'\nUSING '+value.to_str(db))
784
    else:
785
        query = 'UPDATE '+table.to_str(db)+'\nSET\n'
786
        query += ',\n'.join((c.to_str(db)+' = '+v.to_str(db)
787
            for c, v in changes))
788
        if cond != None: query += '\nWHERE\n'+cond.to_str(db)
789
    
790
    return query
791

    
792
def update(db, *args, **kw_args):
793
    '''For params, see mk_update() and run_query()'''
794
    recover = kw_args.pop('recover', None)
795
    cacheable = kw_args.pop('cacheable', False)
796
    log_level = kw_args.pop('log_level', 2)
797
    
798
    return run_query(db, mk_update(db, *args, **kw_args), recover, cacheable,
799
        log_level=log_level)
800

    
801
def last_insert_id(db):
802
    module = util.root_module(db.db)
803
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
804
    elif module == 'MySQLdb': return db.insert_id()
805
    else: return None
806

    
807
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
808
    '''Creates a mapping from original column names (which may have collisions)
809
    to names that will be distinct among the columns' tables.
810
    This is meant to be used for several tables that are being joined together.
811
    @param cols The columns to combine. Duplicates will be removed.
812
    @param into The table for the new columns.
813
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
814
        columns will be included in the mapping even if they are not in cols.
815
        The tables of the provided Col objects will be changed to into, so make
816
        copies of them if you want to keep the original tables.
817
    @param as_items Whether to return a list of dict items instead of a dict
818
    @return dict(orig_col=new_col, ...)
819
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
820
        * new_col: sql_gen.Col(orig_col_name, into)
821
        * All mappings use the into table so its name can easily be
822
          changed for all columns at once
823
    '''
824
    cols = lists.uniqify(cols)
825
    
826
    items = []
827
    for col in preserve:
828
        orig_col = copy.copy(col)
829
        col.table = into
830
        items.append((orig_col, col))
831
    preserve = set(preserve)
832
    for col in cols:
833
        if col not in preserve:
834
            items.append((col, sql_gen.Col(str(col), into, col.srcs)))
835
    
836
    if not as_items: items = dict(items)
837
    return items
838

    
839
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
840
    '''For params, see mk_flatten_mapping()
841
    @return See return value of mk_flatten_mapping()
842
    '''
843
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
844
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
845
    run_query_into(db, mk_select(db, joins, cols, limit=limit, start=start),
846
        into=into, add_indexes_=True)
847
    return dict(items)
848

    
849
def track_data_error(db, errors_table, cols, value, error_code, error):
850
    '''
851
    @param errors_table If None, does nothing.
852
    '''
853
    if errors_table == None or cols == (): return
854
    
855
    for col in cols:
856
        try:
857
            insert(db, errors_table, dict(column=col.name, value=value,
858
                error_code=error_code, error=error), recover=True,
859
                cacheable=True, log_level=4)
860
        except DuplicateKeyException: pass
861

    
862
def cast(db, type_, col, errors_table=None):
863
    '''Casts an (unrenamed) column or value.
864
    If errors_table set and col has srcs, saves errors in errors_table (using
865
    col's srcs attr as the source columns) and converts errors to warnings.
866
    @param col str|sql_gen.Col|sql_gen.Literal
867
    @param errors_table None|sql_gen.Table|str
868
    '''
869
    col = sql_gen.as_Col(col)
870
    save_errors = (errors_table != None and isinstance(col, sql_gen.Col)
871
        and col.srcs != ())
872
    if not save_errors: return sql_gen.Cast(type_, col) # can't save errors
873
    
874
    assert not isinstance(col, sql_gen.NamedCol)
875
    
876
    errors_table = sql_gen.as_Table(errors_table)
877
    srcs = map(sql_gen.to_name_only_col, col.srcs)
878
    function_name = str(sql_gen.FunctionCall(type_, *srcs))
879
    function = db.TempFunction(function_name)
880
    
881
    while True:
882
        # Create function definition
883
        errors_table_cols = map(sql_gen.Col,
884
            ['column', 'value', 'error_code', 'error'])
885
        query = '''\
886
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
887
RETURNS '''+type_+'''
888
LANGUAGE plpgsql
889
STRICT
890
AS $$
891
BEGIN
892
    /* The explicit cast to the return type is needed to make the cast happen
893
    inside the try block. (Implicit casts to the return type happen at the end
894
    of the function, outside any block.) */
895
    RETURN value::'''+type_+''';
896
EXCEPTION
897
    WHEN data_exception THEN
898
        -- Save error in errors table.
899
        DECLARE
900
            error_code text := SQLSTATE;
901
            error text := SQLERRM;
902
            "column" text;
903
        BEGIN
904
            -- Insert the value and error for *each* source column.
905
            FOR "column" IN
906
'''+mk_select(db, sql_gen.NamedValues('c', None, [[c.name] for c in srcs]),
907
    order_by=None, start=0)+'''
908
            LOOP
909
                BEGIN
910
'''+mk_insert_select(db, errors_table, errors_table_cols,
911
    sql_gen.Values(errors_table_cols).to_str(db))+''';
912
                EXCEPTION
913
                    WHEN unique_violation THEN NULL; -- continue to next row
914
                END;
915
            END LOOP;
916
        END;
917
        
918
        RAISE WARNING '%', SQLERRM;
919
        RETURN NULL;
920
END;
921
$$;
922
'''
923
        
924
        # Create function
925
        try:
926
            run_query(db, query, recover=True, cacheable=True,
927
                log_ignore_excs=(DuplicateException,))
928
            break # successful
929
        except DuplicateException:
930
            function.name = next_version(function.name)
931
            # try again with next version of name
932
    
933
    return sql_gen.FunctionCall(function, col)
934

    
935
##### Database structure queries
936

    
937
def table_row_count(db, table, recover=None):
938
    return value(run_query(db, mk_select(db, table, [sql_gen.row_count],
939
        order_by=None, start=0), recover=recover, log_level=3))
940

    
941
def table_cols(db, table, recover=None):
942
    return list(col_names(select(db, table, limit=0, order_by=None,
943
        recover=recover, log_level=4)))
944

    
945
def pkey(db, table, recover=None):
946
    '''Assumed to be first column in table'''
947
    return table_cols(db, table, recover)[0]
948

    
949
not_null_col = 'not_null_col'
950

    
951
def table_not_null_col(db, table, recover=None):
952
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
953
    if not_null_col in table_cols(db, table, recover): return not_null_col
954
    else: return pkey(db, table, recover)
955

    
956
def index_cols(db, table, index):
957
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
958
    automatically created. When you don't know whether something is a UNIQUE
959
    constraint or a UNIQUE index, use this function.'''
960
    module = util.root_module(db.db)
961
    if module == 'psycopg2':
962
        return list(values(run_query(db, '''\
963
SELECT attname
964
FROM
965
(
966
        SELECT attnum, attname
967
        FROM pg_index
968
        JOIN pg_class index ON index.oid = indexrelid
969
        JOIN pg_class table_ ON table_.oid = indrelid
970
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
971
        WHERE
972
            table_.relname = '''+db.esc_value(table)+'''
973
            AND index.relname = '''+db.esc_value(index)+'''
974
    UNION
975
        SELECT attnum, attname
976
        FROM
977
        (
978
            SELECT
979
                indrelid
980
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
981
                    AS indkey
982
            FROM pg_index
983
            JOIN pg_class index ON index.oid = indexrelid
984
            JOIN pg_class table_ ON table_.oid = indrelid
985
            WHERE
986
                table_.relname = '''+db.esc_value(table)+'''
987
                AND index.relname = '''+db.esc_value(index)+'''
988
        ) s
989
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
990
) s
991
ORDER BY attnum
992
'''
993
            , cacheable=True, log_level=4)))
994
    else: raise NotImplementedError("Can't list index columns for "+module+
995
        ' database')
996

    
997
def constraint_cols(db, table, constraint):
998
    module = util.root_module(db.db)
999
    if module == 'psycopg2':
1000
        return list(values(run_query(db, '''\
1001
SELECT attname
1002
FROM pg_constraint
1003
JOIN pg_class ON pg_class.oid = conrelid
1004
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
1005
WHERE
1006
    relname = '''+db.esc_value(table)+'''
1007
    AND conname = '''+db.esc_value(constraint)+'''
1008
ORDER BY attnum
1009
'''
1010
            )))
1011
    else: raise NotImplementedError("Can't list constraint columns for "+module+
1012
        ' database')
1013

    
1014
row_num_col = '_row_num'
1015

    
1016
def add_index(db, exprs, table=None, unique=False, ensure_not_null_=True):
1017
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
1018
    Currently, only function calls are supported as expressions.
1019
    @param ensure_not_null_ If set, translates NULL values to sentinel values.
1020
        This allows indexes to be used for comparisons where NULLs are equal.
1021
    '''
1022
    exprs = lists.mk_seq(exprs)
1023
    
1024
    # Parse exprs
1025
    old_exprs = exprs[:]
1026
    exprs = []
1027
    cols = []
1028
    for i, expr in enumerate(old_exprs):
1029
        expr = sql_gen.as_Col(expr, table)
1030
        
1031
        # Handle nullable columns
1032
        if ensure_not_null_:
1033
            try: expr = ensure_not_null(db, expr)
1034
            except KeyError: pass # unknown type, so just create plain index
1035
        
1036
        # Extract col
1037
        expr = copy.deepcopy(expr) # don't modify input!
1038
        if isinstance(expr, sql_gen.FunctionCall):
1039
            col = expr.args[0]
1040
            expr = sql_gen.Expr(expr)
1041
        else: col = expr
1042
        assert isinstance(col, sql_gen.Col)
1043
        
1044
        # Extract table
1045
        if table == None:
1046
            assert sql_gen.is_table_col(col)
1047
            table = col.table
1048
        
1049
        col.table = None
1050
        
1051
        exprs.append(expr)
1052
        cols.append(col)
1053
    
1054
    table = sql_gen.as_Table(table)
1055
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
1056
    
1057
    # Add index
1058
    while True:
1059
        str_ = 'CREATE'
1060
        if unique: str_ += ' UNIQUE'
1061
        str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
1062
            ', '.join((v.to_str(db) for v in exprs)))+')'
1063
        
1064
        try:
1065
            run_query(db, str_, recover=True, cacheable=True, log_level=3,
1066
                log_ignore_excs=(DuplicateException,))
1067
            break
1068
        except DuplicateException:
1069
            index.name = next_version(index.name)
1070
            # try again with next version of name
1071

    
1072
def add_pkey(db, table, cols=None, recover=None):
1073
    '''Adds a primary key.
1074
    @param cols [sql_gen.Col,...] The columns in the primary key.
1075
        Defaults to the first column in the table.
1076
    @pre The table must not already have a primary key.
1077
    '''
1078
    table = sql_gen.as_Table(table)
1079
    if cols == None: cols = [pkey(db, table, recover)]
1080
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
1081
    
1082
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD PRIMARY KEY ('
1083
        +(', '.join(col_strs))+')', recover=True, cacheable=True, log_level=3,
1084
        log_ignore_excs=(DuplicateException,))
1085

    
1086
def add_not_null(db, col):
1087
    table = col.table
1088
    col = sql_gen.to_name_only_col(col)
1089
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ALTER COLUMN '
1090
        +col.to_str(db)+' SET NOT NULL', cacheable=True, log_level=3)
1091

    
1092
def add_index_col(db, col, suffix, expr, nullable=True):
1093
    if sql_gen.index_col(col) != None: return # already has index col
1094
    
1095
    new_col = sql_gen.suffixed_col(col, suffix)
1096
    
1097
    # Add column
1098
    new_typed_col = sql_gen.TypedCol(new_col.name, db.col_info(col).type)
1099
    add_col(db, col.table, new_typed_col, comment='src: '+repr(col),
1100
        log_level=3)
1101
    new_col.name = new_typed_col.name # propagate any renaming
1102
    
1103
    update(db, col.table, [(new_col, expr)], cacheable=True, log_level=3)
1104
    if not nullable: add_not_null(db, new_col)
1105
    add_index(db, new_col)
1106
    
1107
    col.table.index_cols[col.name] = new_col
1108

    
1109
# Controls when ensure_not_null() will use index columns
1110
not_null_index_cols_min_rows = 0 # rows; initially always use index columns
1111

    
1112
def ensure_not_null(db, col):
1113
    '''For params, see sql_gen.ensure_not_null()'''
1114
    expr = sql_gen.ensure_not_null(db, col)
1115
    
1116
    # If a nullable column in a temp table, add separate index column instead.
1117
    # Note that for small datasources, this adds 6-25% to the total import time.
1118
    if (sql_gen.is_temp_col(col) and isinstance(expr, sql_gen.EnsureNotNull)
1119
        and table_row_count(db, col.table) >= not_null_index_cols_min_rows):
1120
        add_index_col(db, col, '::NOT NULL', expr, nullable=False)
1121
        expr = sql_gen.index_col(col)
1122
    
1123
    return expr
1124

    
1125
already_indexed = object() # tells add_indexes() the pkey has already been added
1126

    
1127
def add_indexes(db, table, has_pkey=True):
1128
    '''Adds an index on all columns in a table.
1129
    @param has_pkey bool|already_indexed Whether a pkey instead of a regular
1130
        index should be added on the first column.
1131
        * If already_indexed, the pkey is assumed to have already been added
1132
    '''
1133
    cols = table_cols(db, table)
1134
    if has_pkey:
1135
        if has_pkey is not already_indexed: add_pkey(db, table)
1136
        cols = cols[1:]
1137
    for col in cols: add_index(db, col, table)
1138

    
1139
def add_col(db, table, col, comment=None, **kw_args):
1140
    '''
1141
    @param col TypedCol Name may be versioned, so be sure to propagate any
1142
        renaming back to any source column for the TypedCol.
1143
    @param comment None|str SQL comment used to distinguish columns of the same
1144
        name from each other when they contain different data, to allow the
1145
        ADD COLUMN query to be cached. If not set, query will not be cached.
1146
    '''
1147
    assert isinstance(col, sql_gen.TypedCol)
1148
    
1149
    while True:
1150
        str_ = 'ALTER TABLE '+table.to_str(db)+' ADD COLUMN '+col.to_str(db)
1151
        if comment != None: str_ += ' '+sql_gen.esc_comment(comment)
1152
        
1153
        try:
1154
            run_query(db, str_, recover=True, cacheable=True, **kw_args)
1155
            break
1156
        except DuplicateException:
1157
            col.name = next_version(col.name)
1158
            # try again with next version of name
1159

    
1160
row_num_typed_col = sql_gen.TypedCol(row_num_col, 'serial', nullable=False,
1161
    constraints='PRIMARY KEY')
1162

    
1163
def add_row_num(db, table):
1164
    '''Adds a row number column to a table. Its name is in row_num_col. It will
1165
    be the primary key.'''
1166
    add_col(db, table, row_num_typed_col, log_level=3)
1167

    
1168
def cast_temp_col(db, type_, col, errors_table=None):
1169
    '''Like cast(), but creates a new column with the cast values if the input
1170
    is a column.
1171
    @return The new column or cast value
1172
    '''
1173
    def cast_(col): return cast(db, type_, col, errors_table)
1174
    
1175
    try: col = sql_gen.underlying_col(col)
1176
    except sql_gen.NoUnderlyingTableException: return sql_gen.wrap(cast_, col)
1177
    
1178
    table = col.table
1179
    new_col = sql_gen.Col(sql_gen.concat(col.name, '::'+type_), table, col.srcs)
1180
    expr = cast_(col)
1181
    
1182
    # Add column
1183
    new_typed_col = sql_gen.TypedCol(new_col.name, type_)
1184
    add_col(db, table, new_typed_col, comment='src: '+repr(col))
1185
    new_col.name = new_typed_col.name # propagate any renaming
1186
    
1187
    update(db, table, [(new_col, expr)], cacheable=True)
1188
    add_index(db, new_col)
1189
    
1190
    return new_col
1191

    
1192
def drop_table(db, table):
1193
    table = sql_gen.as_Table(table)
1194
    return run_query(db, 'DROP TABLE IF EXISTS '+table.to_str(db)+' CASCADE')
1195

    
1196
def create_table(db, table, cols, has_pkey=True, col_indexes=True):
1197
    '''Creates a table.
1198
    @param cols [sql_gen.TypedCol,...] The column names and types
1199
    @param has_pkey If set, the first column becomes the primary key.
1200
    @param col_indexes bool|[ref]
1201
        * If True, indexes will be added on all non-pkey columns.
1202
        * If a list reference, [0] will be set to a function to do this.
1203
          This can be used to delay index creation until the table is populated.
1204
    '''
1205
    table = sql_gen.as_Table(table)
1206
    
1207
    if has_pkey:
1208
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
1209
        pkey.constraints = 'PRIMARY KEY'
1210
    
1211
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
1212
    str_ += '\n, '.join(v.to_str(db) for v in cols)
1213
    str_ += '\n);\n'
1214
    run_query(db, str_, cacheable=True, log_level=2)
1215
    
1216
    # Add indexes
1217
    if has_pkey: has_pkey = already_indexed
1218
    def add_indexes_(): add_indexes(db, table, has_pkey)
1219
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes_ # defer
1220
    elif col_indexes: add_indexes_() # add now
1221

    
1222
def vacuum(db, table):
1223
    table = sql_gen.as_Table(table)
1224
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1225
        log_level=3))
1226

    
1227
def truncate(db, table, schema='public', **kw_args):
1228
    '''For params, see run_query()'''
1229
    table = sql_gen.as_Table(table, schema)
1230
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE', **kw_args)
1231

    
1232
def empty_temp(db, tables):
1233
    if db.debug_temp: return # leave temp tables there for debugging
1234
    tables = lists.mk_seq(tables)
1235
    for table in tables: truncate(db, table, log_level=3)
1236

    
1237
def tables(db, schema_like='public', table_like='%', exact=False):
1238
    if exact: compare = '='
1239
    else: compare = 'LIKE'
1240
    
1241
    module = util.root_module(db.db)
1242
    if module == 'psycopg2':
1243
        conds = [('schemaname', sql_gen.CompareCond(schema_like, compare)),
1244
            ('tablename', sql_gen.CompareCond(table_like, compare))]
1245
        return values(select(db, 'pg_tables', ['tablename'], conds,
1246
            order_by='tablename', log_level=4))
1247
    elif module == 'MySQLdb':
1248
        return values(run_query(db, 'SHOW TABLES LIKE '+db.esc_value(table_like)
1249
            , cacheable=True, log_level=4))
1250
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1251

    
1252
def table_exists(db, table):
1253
    table = sql_gen.as_Table(table)
1254
    return list(tables(db, table.schema, table.name, exact=True)) != []
1255

    
1256
def function_exists(db, function):
1257
    function = sql_gen.as_Function(function)
1258
    
1259
    info_table = sql_gen.Table('routines', 'information_schema')
1260
    conds = [('routine_name', function.name)]
1261
    schema = function.schema
1262
    if schema != None: conds.append(('routine_schema', schema))
1263
    # Exclude trigger functions, since they cannot be called directly
1264
    conds.append(('data_type', sql_gen.CompareCond('trigger', '!=')))
1265
    
1266
    return list(values(select(db, info_table, ['routine_name'], conds,
1267
        order_by='routine_schema', limit=1, log_level=4))) != []
1268
        # TODO: order_by search_path schema order
1269

    
1270
def errors_table(db, table, if_exists=True):
1271
    '''
1272
    @param if_exists If set, returns None if the errors table doesn't exist
1273
    @return None|sql_gen.Table
1274
    '''
1275
    table = sql_gen.as_Table(table)
1276
    if table.srcs != (): table = table.srcs[0]
1277
    
1278
    errors_table = sql_gen.suffixed_table(table, '.errors')
1279
    if if_exists and not table_exists(db, errors_table): return None
1280
    return errors_table
1281

    
1282
##### Database management
1283

    
1284
def empty_db(db, schema='public', **kw_args):
1285
    '''For kw_args, see tables()'''
1286
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1287

    
1288
##### Heuristic queries
1289

    
1290
def put(db, table, row, pkey_=None, row_ct_ref=None):
1291
    '''Recovers from errors.
1292
    Only works under PostgreSQL (uses INSERT RETURNING).
1293
    '''
1294
    row = sql_gen.ColDict(db, table, row)
1295
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1296
    
1297
    try:
1298
        cur = insert(db, table, row, pkey_, recover=True)
1299
        if row_ct_ref != None and cur.rowcount >= 0:
1300
            row_ct_ref[0] += cur.rowcount
1301
        return value(cur)
1302
    except DuplicateKeyException, e:
1303
        row = sql_gen.ColDict(db, table,
1304
            util.dict_subset_right_join(row, e.cols))
1305
        return value(select(db, table, [pkey_], row, recover=True))
1306

    
1307
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1308
    '''Recovers from errors'''
1309
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1310
    except StopIteration:
1311
        if not create: raise
1312
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1313

    
1314
def is_func_result(col):
1315
    return col.table.name.find('(') >= 0 and col.name == 'result'
1316

    
1317
def into_table_name(out_table, in_tables0, mapping, is_func):
1318
    def in_col_str(in_col):
1319
        in_col = sql_gen.remove_col_rename(in_col)
1320
        if isinstance(in_col, sql_gen.Col):
1321
            table = in_col.table
1322
            if table == in_tables0:
1323
                in_col = sql_gen.to_name_only_col(in_col)
1324
            elif is_func_result(in_col): in_col = table # omit col name
1325
        return str(in_col)
1326
    
1327
    str_ = str(out_table)
1328
    if is_func:
1329
        str_ += '('
1330
        
1331
        try: value_in_col = mapping['value']
1332
        except KeyError:
1333
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1334
                for k, v in mapping.iteritems()))
1335
        else: str_ += in_col_str(value_in_col)
1336
        
1337
        str_ += ')'
1338
    else:
1339
        out_col = 'rank'
1340
        try: in_col = mapping[out_col]
1341
        except KeyError: str_ += '_pkeys'
1342
        else: # has a rank column, so hierarchical
1343
            str_ += '['+str(out_col)+'='+in_col_str(in_col)+']'
1344
    return str_
1345

    
1346
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1347
    default=None, is_func=False, on_error=exc.raise_):
1348
    '''Recovers from errors.
1349
    Only works under PostgreSQL (uses INSERT RETURNING).
1350
    IMPORTANT: Must be run at the *beginning* of a transaction.
1351
    @param in_tables The main input table to select from, followed by a list of
1352
        tables to join with it using the main input table's pkey
1353
    @param mapping dict(out_table_col=in_table_col, ...)
1354
        * out_table_col: str (*not* sql_gen.Col)
1355
        * in_table_col: sql_gen.Col|literal-value
1356
    @param into The table to contain the output and input pkeys.
1357
        Defaults to `out_table.name+'_pkeys'`.
1358
    @param default The *output* column to use as the pkey for missing rows.
1359
        If this output column does not exist in the mapping, uses None.
1360
    @param is_func Whether out_table is the name of a SQL function, not a table
1361
    @return sql_gen.Col Where the output pkeys are made available
1362
    '''
1363
    out_table = sql_gen.as_Table(out_table)
1364
    
1365
    def log_debug(msg): db.log_debug(msg, level=1.5)
1366
    def col_ustr(str_):
1367
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1368
    
1369
    log_debug('********** New iteration **********')
1370
    log_debug('Inserting these input columns into '+strings.as_tt(
1371
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1372
    
1373
    is_function = function_exists(db, out_table)
1374
    
1375
    if is_function: out_pkey = 'result'
1376
    else: out_pkey = pkey(db, out_table, recover=True)
1377
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1378
    
1379
    if mapping == {}: # need at least one column for INSERT SELECT
1380
        mapping = {out_pkey: None} # ColDict will replace with default value
1381
    
1382
    # Create input joins from list of input tables
1383
    in_tables_ = in_tables[:] # don't modify input!
1384
    in_tables0 = in_tables_.pop(0) # first table is separate
1385
    errors_table_ = errors_table(db, in_tables0)
1386
    in_pkey = pkey(db, in_tables0, recover=True)
1387
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1388
    input_joins = [in_tables0]+[sql_gen.Join(v,
1389
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1390
    
1391
    if into == None:
1392
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1393
    into = sql_gen.as_Table(into)
1394
    
1395
    # Set column sources
1396
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1397
    for col in in_cols:
1398
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1399
    
1400
    log_debug('Joining together input tables into temp table')
1401
    # Place in new table for speed and so don't modify input if values edited
1402
    in_table = sql_gen.Table('in')
1403
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1404
        preserve=[in_pkey_col], start=0))
1405
    input_joins = [in_table]
1406
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1407
    
1408
    mapping = sql_gen.ColDict(db, out_table, mapping)
1409
        # after applying dicts.join() because that returns a plain dict
1410
    
1411
    # Resolve default value column
1412
    if default != None:
1413
        try: default = mapping[default]
1414
        except KeyError:
1415
            db.log_debug('Default value column '
1416
                +strings.as_tt(strings.repr_no_u(default))
1417
                +' does not exist in mapping, falling back to None', level=2.1)
1418
            default = None
1419
    
1420
    pkeys_names = [in_pkey, out_pkey]
1421
    pkeys_cols = [in_pkey_col, out_pkey_col]
1422
    
1423
    pkeys_table_exists_ref = [False]
1424
    def insert_into_pkeys(joins, cols, distinct=False):
1425
        kw_args = {}
1426
        if distinct: kw_args.update(dict(distinct_on=[in_pkey_col]))
1427
        query = mk_select(db, joins, cols, order_by=None, start=0, **kw_args)
1428
        
1429
        if pkeys_table_exists_ref[0]:
1430
            insert_select(db, into, pkeys_names, query)
1431
        else:
1432
            run_query_into(db, query, into=into)
1433
            pkeys_table_exists_ref[0] = True
1434
    
1435
    limit_ref = [None]
1436
    conds = set()
1437
    distinct_on = sql_gen.ColDict(db, out_table)
1438
    def mk_main_select(joins, cols):
1439
        distinct_on_cols = [c.to_Col() for c in distinct_on.values()]
1440
        return mk_select(db, joins, cols, conds, distinct_on_cols,
1441
            limit=limit_ref[0], start=0)
1442
    
1443
    exc_strs = set()
1444
    def log_exc(e):
1445
        e_str = exc.str_(e, first_line_only=True)
1446
        log_debug('Caught exception: '+e_str)
1447
        assert e_str not in exc_strs # avoid infinite loops
1448
        exc_strs.add(e_str)
1449
    
1450
    def remove_all_rows():
1451
        log_debug('Ignoring all rows')
1452
        limit_ref[0] = 0 # just create an empty pkeys table
1453
    
1454
    def ignore(in_col, value, e):
1455
        track_data_error(db, errors_table_, in_col.srcs, value, e.cause.pgcode,
1456
            e.cause.pgerror)
1457
        log_debug('Ignoring rows with '+strings.as_tt(repr(in_col))+' = '
1458
            +strings.as_tt(repr(value)))
1459
    
1460
    def remove_rows(in_col, value, e):
1461
        ignore(in_col, value, e)
1462
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1463
        assert cond not in conds # avoid infinite loops
1464
        conds.add(cond)
1465
    
1466
    def invalid2null(in_col, value, e):
1467
        ignore(in_col, value, e)
1468
        update(db, in_table, [(in_col, None)],
1469
            sql_gen.ColValueCond(in_col, value))
1470
    
1471
    def insert_pkeys_table(which):
1472
        return sql_gen.Table(sql_gen.concat(in_table.name,
1473
            '_insert_'+which+'_pkeys'))
1474
    insert_out_pkeys = insert_pkeys_table('out')
1475
    insert_in_pkeys = insert_pkeys_table('in')
1476
    
1477
    # Do inserts and selects
1478
    join_cols = sql_gen.ColDict(db, out_table)
1479
    while True:
1480
        if limit_ref[0] == 0: # special case
1481
            log_debug('Creating an empty pkeys table')
1482
            cur = run_query_into(db, mk_select(db, out_table, [out_pkey],
1483
                limit=limit_ref[0]), into=insert_out_pkeys)
1484
            break # don't do main case
1485
        
1486
        has_joins = join_cols != {}
1487
        
1488
        log_debug('Trying to insert new rows')
1489
        
1490
        # Prepare to insert new rows
1491
        insert_joins = input_joins[:] # don't modify original!
1492
        insert_args = dict(recover=True, cacheable=False)
1493
        if has_joins:
1494
            insert_args.update(dict(ignore=True))
1495
        else:
1496
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1497
        main_select = mk_main_select(insert_joins, mapping.values())
1498
        
1499
        def main_insert():
1500
            if is_function:
1501
                log_debug('Calling function on input rows')
1502
                args = dict(((k.name, v) for k, v in mapping.iteritems()))
1503
                func_call = sql_gen.NamedCol(out_pkey,
1504
                    sql_gen.FunctionCall(out_table, **args))
1505
                insert_into_pkeys(input_joins, [in_pkey_col, func_call])
1506
                return None
1507
            else:
1508
                return insert_select(db, out_table, mapping.keys(), main_select,
1509
                    **insert_args)
1510
        
1511
        try:
1512
            cur = with_savepoint(db, main_insert)
1513
            break # insert successful
1514
        except MissingCastException, e:
1515
            log_exc(e)
1516
            
1517
            out_col = e.col
1518
            type_ = e.type
1519
            
1520
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
1521
                +strings.as_tt(type_))
1522
            mapping[out_col] = cast_temp_col(db, type_, mapping[out_col],
1523
                errors_table_)
1524
        except DuplicateKeyException, e:
1525
            log_exc(e)
1526
            
1527
            old_join_cols = join_cols.copy()
1528
            distinct_on.update(util.dict_subset(mapping, e.cols))
1529
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1530
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1531
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1532
            assert join_cols != old_join_cols # avoid infinite loops
1533
        except NullValueException, e:
1534
            log_exc(e)
1535
            
1536
            out_col, = e.cols
1537
            try: in_col = mapping[out_col]
1538
            except KeyError:
1539
                log_debug('Missing mapping for NOT NULL column '+out_col)
1540
                remove_all_rows()
1541
            else: remove_rows(in_col, None, e)
1542
        except FunctionValueException, e:
1543
            log_exc(e)
1544
            
1545
            func_name = e.name
1546
            value = e.value
1547
            for out_col, in_col in mapping.iteritems():
1548
                in_col = sql_gen.unwrap_func_call(in_col, func_name)
1549
                invalid2null(in_col, value, e)
1550
        except DatabaseErrors, e:
1551
            log_exc(e)
1552
            
1553
            log_debug('No handler for exception')
1554
            on_error(e)
1555
            remove_all_rows()
1556
        # after exception handled, rerun loop with additional constraints
1557
    
1558
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
1559
        row_ct_ref[0] += cur.rowcount
1560
    
1561
    if is_function: pass # pkeys table already created
1562
    elif has_joins:
1563
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1564
        log_debug('Getting output table pkeys of existing/inserted rows')
1565
        insert_into_pkeys(select_joins, pkeys_cols, distinct=True)
1566
    else:
1567
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1568
        
1569
        log_debug('Getting input table pkeys of inserted rows')
1570
        run_query_into(db, mk_main_select(input_joins, [in_pkey]),
1571
            into=insert_in_pkeys)
1572
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1573
        
1574
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1575
            insert_in_pkeys)
1576
        
1577
        log_debug('Combining output and input pkeys in inserted order')
1578
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1579
            {row_num_col: sql_gen.join_same_not_null})]
1580
        insert_into_pkeys(pkey_joins, pkeys_names)
1581
        
1582
        empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
1583
    
1584
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1585
    add_pkey(db, into)
1586
    
1587
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1588
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1589
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1590
        # must use join_same_not_null or query will take forever
1591
    insert_into_pkeys(missing_rows_joins,
1592
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1593
    
1594
    assert table_row_count(db, into) == table_row_count(db, in_table)
1595
    
1596
    empty_temp(db, in_table)
1597
    
1598
    srcs = []
1599
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
1600
    return sql_gen.Col(out_pkey, into, srcs)
1601

    
1602
##### Data cleanup
1603

    
1604
def cleanup_table(db, table, cols):
1605
    table = sql_gen.as_Table(table)
1606
    cols = map(sql_gen.as_Col, cols)
1607
    
1608
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1609
        +db.esc_value(r'\N')+')')
1610
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1611
        for v in cols]
1612
    
1613
    update(db, table, changes)
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