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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):
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
    @return str query
766
    '''
767
    query = 'UPDATE '+sql_gen.as_Table(table).to_str(db)+'\nSET\n'
768
    query += ',\n'.join((sql_gen.to_name_only_col(col, table).to_str(db)+' = '
769
        +sql_gen.as_Value(new_value).to_str(db) for col, new_value in changes))
770
    if cond != None: query += '\nWHERE\n'+cond.to_str(db)
771
    
772
    return query
773

    
774
def update(db, *args, **kw_args):
775
    '''For params, see mk_update() and run_query()'''
776
    recover = kw_args.pop('recover', None)
777
    log_level = kw_args.pop('log_level', 2)
778
    
779
    return run_query(db, mk_update(db, *args, **kw_args), recover,
780
        log_level=log_level)
781

    
782
def last_insert_id(db):
783
    module = util.root_module(db.db)
784
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
785
    elif module == 'MySQLdb': return db.insert_id()
786
    else: return None
787

    
788
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
789
    '''Creates a mapping from original column names (which may have collisions)
790
    to names that will be distinct among the columns' tables.
791
    This is meant to be used for several tables that are being joined together.
792
    @param cols The columns to combine. Duplicates will be removed.
793
    @param into The table for the new columns.
794
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
795
        columns will be included in the mapping even if they are not in cols.
796
        The tables of the provided Col objects will be changed to into, so make
797
        copies of them if you want to keep the original tables.
798
    @param as_items Whether to return a list of dict items instead of a dict
799
    @return dict(orig_col=new_col, ...)
800
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
801
        * new_col: sql_gen.Col(orig_col_name, into)
802
        * All mappings use the into table so its name can easily be
803
          changed for all columns at once
804
    '''
805
    cols = lists.uniqify(cols)
806
    
807
    items = []
808
    for col in preserve:
809
        orig_col = copy.copy(col)
810
        col.table = into
811
        items.append((orig_col, col))
812
    preserve = set(preserve)
813
    for col in cols:
814
        if col not in preserve:
815
            items.append((col, sql_gen.Col(str(col), into, col.srcs)))
816
    
817
    if not as_items: items = dict(items)
818
    return items
819

    
820
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
821
    '''For params, see mk_flatten_mapping()
822
    @return See return value of mk_flatten_mapping()
823
    '''
824
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
825
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
826
    run_query_into(db, mk_select(db, joins, cols, limit=limit, start=start),
827
        into=into, add_indexes_=True)
828
    return dict(items)
829

    
830
def mk_track_data_error(db, errors_table, cols, value, error_code, error):
831
    assert cols != ()
832
    
833
    cols = map(sql_gen.to_name_only_col, cols)
834
    
835
    columns_cols = ['column']
836
    columns = sql_gen.NamedValues('columns', columns_cols,
837
        [[c.name] for c in cols])
838
    values_cols = ['value', 'error_code', 'error']
839
    values = sql_gen.NamedValues('values', values_cols,
840
        [value, error_code, error])
841
    
842
    select_cols = columns_cols+values_cols
843
    name_only_cols = map(sql_gen.to_name_only_col, select_cols)
844
    errors_table = sql_gen.NamedTable('errors', errors_table)
845
    joins = [columns, sql_gen.Join(values, type_='CROSS'),
846
        sql_gen.Join(errors_table, dict(zip(name_only_cols, select_cols)),
847
        sql_gen.filter_out)]
848
    
849
    return mk_insert_select(db, errors_table, name_only_cols,
850
        mk_select(db, joins, select_cols, order_by=None))
851

    
852
def track_data_error(db, errors_table, cols, *args, **kw_args):
853
    '''
854
    @param errors_table If None, does nothing.
855
    '''
856
    if errors_table == None or cols == (): return
857
    run_query(db, mk_track_data_error(db, errors_table, cols, *args, **kw_args),
858
        cacheable=True, log_level=4)
859

    
860
def cast(db, type_, col, errors_table=None):
861
    '''Casts an (unrenamed) column or value.
862
    If errors_table set and col has srcs, saves errors in errors_table (using
863
    col's srcs attr as the source columns) and converts errors to warnings.
864
    @param col str|sql_gen.Col|sql_gen.Literal
865
    @param errors_table None|sql_gen.Table|str
866
    '''
867
    col = sql_gen.as_Col(col)
868
    save_errors = (errors_table != None and isinstance(col, sql_gen.Col)
869
        and col.srcs != ())
870
    if not save_errors: return sql_gen.Cast(type_, col) # can't save errors
871
    
872
    assert not isinstance(col, sql_gen.NamedCol)
873
    
874
    errors_table = sql_gen.as_Table(errors_table)
875
    srcs = map(sql_gen.to_name_only_col, col.srcs)
876
    function_name = str(sql_gen.FunctionCall(type_, *srcs))
877
    function = db.TempFunction(function_name)
878
    
879
    while True:
880
        # Create function definition
881
        query = '''\
882
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
883
RETURNS '''+type_+'''
884
LANGUAGE plpgsql
885
STRICT
886
AS $$
887
BEGIN
888
    /* The explicit cast to the return type is needed to make the cast happen
889
    inside the try block. (Implicit casts to the return type happen at the end
890
    of the function, outside any block.) */
891
    RETURN value::'''+type_+''';
892
EXCEPTION
893
    WHEN data_exception THEN
894
        -- Save error in errors table.
895
        -- Insert the value and error for *each* source column.
896
'''+mk_track_data_error(db, errors_table, srcs,
897
    *map(sql_gen.CustomCode, ['value', 'SQLSTATE', 'SQLERRM']))+''';
898
        
899
        RAISE WARNING '%', SQLERRM;
900
        RETURN NULL;
901
END;
902
$$;
903
'''
904
        
905
        # Create function
906
        try:
907
            run_query(db, query, recover=True, cacheable=True,
908
                log_ignore_excs=(DuplicateException,))
909
            break # successful
910
        except DuplicateException:
911
            function.name = next_version(function.name)
912
            # try again with next version of name
913
    
914
    return sql_gen.FunctionCall(function, col)
915

    
916
##### Database structure queries
917

    
918
def table_row_count(db, table, recover=None):
919
    return value(run_query(db, mk_select(db, table, [sql_gen.row_count],
920
        order_by=None, start=0), recover=recover, log_level=3))
921

    
922
def table_cols(db, table, recover=None):
923
    return list(col_names(select(db, table, limit=0, order_by=None,
924
        recover=recover, log_level=4)))
925

    
926
def pkey(db, table, recover=None):
927
    '''Assumed to be first column in table'''
928
    return table_cols(db, table, recover)[0]
929

    
930
not_null_col = 'not_null_col'
931

    
932
def table_not_null_col(db, table, recover=None):
933
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
934
    if not_null_col in table_cols(db, table, recover): return not_null_col
935
    else: return pkey(db, table, recover)
936

    
937
def index_cols(db, table, index):
938
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
939
    automatically created. When you don't know whether something is a UNIQUE
940
    constraint or a UNIQUE index, use this function.'''
941
    module = util.root_module(db.db)
942
    if module == 'psycopg2':
943
        return list(values(run_query(db, '''\
944
SELECT attname
945
FROM
946
(
947
        SELECT attnum, attname
948
        FROM pg_index
949
        JOIN pg_class index ON index.oid = indexrelid
950
        JOIN pg_class table_ ON table_.oid = indrelid
951
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
952
        WHERE
953
            table_.relname = '''+db.esc_value(table)+'''
954
            AND index.relname = '''+db.esc_value(index)+'''
955
    UNION
956
        SELECT attnum, attname
957
        FROM
958
        (
959
            SELECT
960
                indrelid
961
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
962
                    AS indkey
963
            FROM pg_index
964
            JOIN pg_class index ON index.oid = indexrelid
965
            JOIN pg_class table_ ON table_.oid = indrelid
966
            WHERE
967
                table_.relname = '''+db.esc_value(table)+'''
968
                AND index.relname = '''+db.esc_value(index)+'''
969
        ) s
970
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
971
) s
972
ORDER BY attnum
973
'''
974
            , cacheable=True, log_level=4)))
975
    else: raise NotImplementedError("Can't list index columns for "+module+
976
        ' database')
977

    
978
def constraint_cols(db, table, constraint):
979
    module = util.root_module(db.db)
980
    if module == 'psycopg2':
981
        return list(values(run_query(db, '''\
982
SELECT attname
983
FROM pg_constraint
984
JOIN pg_class ON pg_class.oid = conrelid
985
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
986
WHERE
987
    relname = '''+db.esc_value(table)+'''
988
    AND conname = '''+db.esc_value(constraint)+'''
989
ORDER BY attnum
990
'''
991
            )))
992
    else: raise NotImplementedError("Can't list constraint columns for "+module+
993
        ' database')
994

    
995
row_num_col = '_row_num'
996

    
997
def add_index(db, exprs, table=None, unique=False, ensure_not_null_=True):
998
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
999
    Currently, only function calls are supported as expressions.
1000
    @param ensure_not_null_ If set, translates NULL values to sentinel values.
1001
        This allows indexes to be used for comparisons where NULLs are equal.
1002
    '''
1003
    exprs = lists.mk_seq(exprs)
1004
    
1005
    # Parse exprs
1006
    old_exprs = exprs[:]
1007
    exprs = []
1008
    cols = []
1009
    for i, expr in enumerate(old_exprs):
1010
        expr = sql_gen.as_Col(expr, table)
1011
        
1012
        # Handle nullable columns
1013
        if ensure_not_null_:
1014
            try: expr = ensure_not_null(db, expr)
1015
            except KeyError: pass # unknown type, so just create plain index
1016
        
1017
        # Extract col
1018
        expr = copy.deepcopy(expr) # don't modify input!
1019
        if isinstance(expr, sql_gen.FunctionCall):
1020
            col = expr.args[0]
1021
            expr = sql_gen.Expr(expr)
1022
        else: col = expr
1023
        assert isinstance(col, sql_gen.Col)
1024
        
1025
        # Extract table
1026
        if table == None:
1027
            assert sql_gen.is_table_col(col)
1028
            table = col.table
1029
        
1030
        col.table = None
1031
        
1032
        exprs.append(expr)
1033
        cols.append(col)
1034
    
1035
    table = sql_gen.as_Table(table)
1036
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
1037
    
1038
    # Add index
1039
    while True:
1040
        str_ = 'CREATE'
1041
        if unique: str_ += ' UNIQUE'
1042
        str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
1043
            ', '.join((v.to_str(db) for v in exprs)))+')'
1044
        
1045
        try:
1046
            run_query(db, str_, recover=True, cacheable=True, log_level=3,
1047
                log_ignore_excs=(DuplicateException,))
1048
            break
1049
        except DuplicateException:
1050
            index.name = next_version(index.name)
1051
            # try again with next version of name
1052

    
1053
def add_pkey(db, table, cols=None, recover=None):
1054
    '''Adds a primary key.
1055
    @param cols [sql_gen.Col,...] The columns in the primary key.
1056
        Defaults to the first column in the table.
1057
    @pre The table must not already have a primary key.
1058
    '''
1059
    table = sql_gen.as_Table(table)
1060
    if cols == None: cols = [pkey(db, table, recover)]
1061
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
1062
    
1063
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD PRIMARY KEY ('
1064
        +(', '.join(col_strs))+')', recover=True, cacheable=True, log_level=3,
1065
        log_ignore_excs=(DuplicateException,))
1066

    
1067
def add_not_null(db, col):
1068
    table = col.table
1069
    col = sql_gen.to_name_only_col(col)
1070
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ALTER COLUMN '
1071
        +col.to_str(db)+' SET NOT NULL', cacheable=True, log_level=3)
1072

    
1073
def add_index_col(db, col, suffix, expr, nullable=True):
1074
    if sql_gen.index_col(col) != None: return # already has index col
1075
    
1076
    new_col = sql_gen.suffixed_col(col, suffix)
1077
    
1078
    # Add column
1079
    new_typed_col = sql_gen.TypedCol(new_col.name, db.col_info(col).type)
1080
    add_col(db, col.table, new_typed_col, log_level=3)
1081
    new_col.name = new_typed_col.name # propagate any renaming
1082
    
1083
    update(db, col.table, [(new_col, expr)], log_level=3)
1084
    if not nullable: add_not_null(db, new_col)
1085
    add_index(db, new_col)
1086
    
1087
    col.table.index_cols[col.name] = new_col
1088

    
1089
def ensure_not_null(db, col):
1090
    '''For params, see sql_gen.ensure_not_null()'''
1091
    expr = sql_gen.ensure_not_null(db, col)
1092
    
1093
    # If nullable column in a temp table, add separate column instead
1094
    if sql_gen.is_temp_col(col) and isinstance(expr, sql_gen.EnsureNotNull):
1095
        add_index_col(db, col, '::NOT NULL', expr, nullable=False)
1096
        expr = sql_gen.index_col(col)
1097
    
1098
    return expr
1099

    
1100
already_indexed = object() # tells add_indexes() the pkey has already been added
1101

    
1102
def add_indexes(db, table, has_pkey=True):
1103
    '''Adds an index on all columns in a table.
1104
    @param has_pkey bool|already_indexed Whether a pkey instead of a regular
1105
        index should be added on the first column.
1106
        * If already_indexed, the pkey is assumed to have already been added
1107
    '''
1108
    cols = table_cols(db, table)
1109
    if has_pkey:
1110
        if has_pkey is not already_indexed: add_pkey(db, table)
1111
        cols = cols[1:]
1112
    for col in cols: add_index(db, col, table)
1113

    
1114
def add_col(db, table, col, **kw_args):
1115
    '''
1116
    @param col Name may be versioned, so be sure to propagate any renaming back
1117
        to any source column for the TypedCol.
1118
    '''
1119
    assert isinstance(col, sql_gen.TypedCol)
1120
    
1121
    while True:
1122
        try:
1123
            run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD COLUMN '
1124
                +col.to_str(db), recover=True, cacheable=True, **kw_args)
1125
            break
1126
        except DuplicateException:
1127
            col.name = next_version(col.name)
1128
            # try again with next version of name
1129

    
1130
row_num_typed_col = sql_gen.TypedCol(row_num_col, 'serial', nullable=False,
1131
    constraints='PRIMARY KEY')
1132

    
1133
def add_row_num(db, table):
1134
    '''Adds a row number column to a table. Its name is in row_num_col. It will
1135
    be the primary key.'''
1136
    add_col(db, table, row_num_typed_col, log_level=3)
1137

    
1138
def cast_temp_col(db, type_, col, errors_table=None):
1139
    '''Like cast(), but creates a new column with the cast values if the input
1140
    is a column.
1141
    @return The new column or cast value
1142
    '''
1143
    def cast_(col): return cast(db, type_, col, errors_table)
1144
    
1145
    try: col = sql_gen.underlying_col(col)
1146
    except sql_gen.NoUnderlyingTableException: return sql_gen.wrap(cast_, col)
1147
    
1148
    table = col.table
1149
    new_col = sql_gen.Col(sql_gen.concat(col.name, '::'+type_), table, col.srcs)
1150
    expr = cast_(col)
1151
    
1152
    # Add column
1153
    new_typed_col = sql_gen.TypedCol(new_col.name, type_)
1154
    add_col(db, table, new_typed_col)
1155
    new_col.name = new_typed_col.name # propagate any renaming
1156
    
1157
    update(db, table, [(new_col, expr)])
1158
    add_index(db, new_col)
1159
    
1160
    return new_col
1161

    
1162
def drop_table(db, table):
1163
    table = sql_gen.as_Table(table)
1164
    return run_query(db, 'DROP TABLE IF EXISTS '+table.to_str(db)+' CASCADE')
1165

    
1166
def create_table(db, table, cols, has_pkey=True, col_indexes=True):
1167
    '''Creates a table.
1168
    @param cols [sql_gen.TypedCol,...] The column names and types
1169
    @param has_pkey If set, the first column becomes the primary key.
1170
    @param col_indexes bool|[ref]
1171
        * If True, indexes will be added on all non-pkey columns.
1172
        * If a list reference, [0] will be set to a function to do this.
1173
          This can be used to delay index creation until the table is populated.
1174
    '''
1175
    table = sql_gen.as_Table(table)
1176
    
1177
    if has_pkey:
1178
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
1179
        pkey.constraints = 'PRIMARY KEY'
1180
    
1181
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
1182
    str_ += '\n, '.join(v.to_str(db) for v in cols)
1183
    str_ += '\n);\n'
1184
    run_query(db, str_, cacheable=True, log_level=2)
1185
    
1186
    # Add indexes
1187
    if has_pkey: has_pkey = already_indexed
1188
    def add_indexes_(): add_indexes(db, table, has_pkey)
1189
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes_ # defer
1190
    elif col_indexes: add_indexes_() # add now
1191

    
1192
def vacuum(db, table):
1193
    table = sql_gen.as_Table(table)
1194
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1195
        log_level=3))
1196

    
1197
def truncate(db, table, schema='public', **kw_args):
1198
    '''For params, see run_query()'''
1199
    table = sql_gen.as_Table(table, schema)
1200
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE', **kw_args)
1201

    
1202
def empty_temp(db, tables):
1203
    if db.debug_temp: return # leave temp tables there for debugging
1204
    tables = lists.mk_seq(tables)
1205
    for table in tables: truncate(db, table, log_level=3)
1206

    
1207
def tables(db, schema_like='public', table_like='%', exact=False):
1208
    if exact: compare = '='
1209
    else: compare = 'LIKE'
1210
    
1211
    module = util.root_module(db.db)
1212
    if module == 'psycopg2':
1213
        conds = [('schemaname', sql_gen.CompareCond(schema_like, compare)),
1214
            ('tablename', sql_gen.CompareCond(table_like, compare))]
1215
        return values(select(db, 'pg_tables', ['tablename'], conds,
1216
            order_by='tablename', log_level=4))
1217
    elif module == 'MySQLdb':
1218
        return values(run_query(db, 'SHOW TABLES LIKE '+db.esc_value(table_like)
1219
            , cacheable=True, log_level=4))
1220
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1221

    
1222
def table_exists(db, table):
1223
    table = sql_gen.as_Table(table)
1224
    return list(tables(db, table.schema, table.name, exact=True)) != []
1225

    
1226
def function_exists(db, function):
1227
    function = sql_gen.as_Function(function)
1228
    
1229
    info_table = sql_gen.Table('routines', 'information_schema')
1230
    conds = [('routine_name', function.name)]
1231
    schema = function.schema
1232
    if schema != None: conds.append(('routine_schema', schema))
1233
    # Exclude trigger functions, since they cannot be called directly
1234
    conds.append(('data_type', sql_gen.CompareCond('trigger', '!=')))
1235
    
1236
    return list(values(select(db, info_table, ['routine_name'], conds,
1237
        order_by='routine_schema', limit=1, log_level=4))) != []
1238
        # TODO: order_by search_path schema order
1239

    
1240
def errors_table(db, table, if_exists=True):
1241
    '''
1242
    @param if_exists If set, returns None if the errors table doesn't exist
1243
    @return None|sql_gen.Table
1244
    '''
1245
    table = sql_gen.as_Table(table)
1246
    if table.srcs != (): table = table.srcs[0]
1247
    
1248
    errors_table = sql_gen.suffixed_table(table, '.errors')
1249
    if if_exists and not table_exists(db, errors_table): return None
1250
    return errors_table
1251

    
1252
##### Database management
1253

    
1254
def empty_db(db, schema='public', **kw_args):
1255
    '''For kw_args, see tables()'''
1256
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1257

    
1258
##### Heuristic queries
1259

    
1260
def put(db, table, row, pkey_=None, row_ct_ref=None):
1261
    '''Recovers from errors.
1262
    Only works under PostgreSQL (uses INSERT RETURNING).
1263
    '''
1264
    row = sql_gen.ColDict(db, table, row)
1265
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1266
    
1267
    try:
1268
        cur = insert(db, table, row, pkey_, recover=True)
1269
        if row_ct_ref != None and cur.rowcount >= 0:
1270
            row_ct_ref[0] += cur.rowcount
1271
        return value(cur)
1272
    except DuplicateKeyException, e:
1273
        row = sql_gen.ColDict(db, table,
1274
            util.dict_subset_right_join(row, e.cols))
1275
        return value(select(db, table, [pkey_], row, recover=True))
1276

    
1277
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1278
    '''Recovers from errors'''
1279
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1280
    except StopIteration:
1281
        if not create: raise
1282
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1283

    
1284
def is_func_result(col):
1285
    return col.table.name.find('(') >= 0 and col.name == 'result'
1286

    
1287
def into_table_name(out_table, in_tables0, mapping, is_func):
1288
    def in_col_str(in_col):
1289
        in_col = sql_gen.remove_col_rename(in_col)
1290
        if isinstance(in_col, sql_gen.Col):
1291
            table = in_col.table
1292
            if table == in_tables0:
1293
                in_col = sql_gen.to_name_only_col(in_col)
1294
            elif is_func_result(in_col): in_col = table # omit col name
1295
        return str(in_col)
1296
    
1297
    str_ = str(out_table)
1298
    if is_func:
1299
        str_ += '('
1300
        
1301
        try: value_in_col = mapping['value']
1302
        except KeyError:
1303
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1304
                for k, v in mapping.iteritems()))
1305
        else: str_ += in_col_str(value_in_col)
1306
        
1307
        str_ += ')'
1308
    else:
1309
        out_col = 'rank'
1310
        try: in_col = mapping[out_col]
1311
        except KeyError: str_ += '_pkeys'
1312
        else: # has a rank column, so hierarchical
1313
            str_ += '['+str(out_col)+'='+in_col_str(in_col)+']'
1314
    return str_
1315

    
1316
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1317
    default=None, is_func=False, on_error=exc.raise_):
1318
    '''Recovers from errors.
1319
    Only works under PostgreSQL (uses INSERT RETURNING).
1320
    IMPORTANT: Must be run at the *beginning* of a transaction.
1321
    @param in_tables The main input table to select from, followed by a list of
1322
        tables to join with it using the main input table's pkey
1323
    @param mapping dict(out_table_col=in_table_col, ...)
1324
        * out_table_col: str (*not* sql_gen.Col)
1325
        * in_table_col: sql_gen.Col|literal-value
1326
    @param into The table to contain the output and input pkeys.
1327
        Defaults to `out_table.name+'_pkeys'`.
1328
    @param default The *output* column to use as the pkey for missing rows.
1329
        If this output column does not exist in the mapping, uses None.
1330
    @param is_func Whether out_table is the name of a SQL function, not a table
1331
    @return sql_gen.Col Where the output pkeys are made available
1332
    '''
1333
    out_table = sql_gen.as_Table(out_table)
1334
    
1335
    def log_debug(msg): db.log_debug(msg, level=1.5)
1336
    def col_ustr(str_):
1337
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1338
    
1339
    log_debug('********** New iteration **********')
1340
    log_debug('Inserting these input columns into '+strings.as_tt(
1341
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1342
    
1343
    is_function = function_exists(db, out_table)
1344
    
1345
    if is_function: out_pkey = 'result'
1346
    else: out_pkey = pkey(db, out_table, recover=True)
1347
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1348
    
1349
    if mapping == {}: # need at least one column for INSERT SELECT
1350
        mapping = {out_pkey: None} # ColDict will replace with default value
1351
    
1352
    # Create input joins from list of input tables
1353
    in_tables_ = in_tables[:] # don't modify input!
1354
    in_tables0 = in_tables_.pop(0) # first table is separate
1355
    errors_table_ = errors_table(db, in_tables0)
1356
    in_pkey = pkey(db, in_tables0, recover=True)
1357
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1358
    input_joins = [in_tables0]+[sql_gen.Join(v,
1359
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1360
    
1361
    if into == None:
1362
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1363
    into = sql_gen.as_Table(into)
1364
    
1365
    # Set column sources
1366
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1367
    for col in in_cols:
1368
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1369
    
1370
    log_debug('Joining together input tables into temp table')
1371
    # Place in new table for speed and so don't modify input if values edited
1372
    in_table = sql_gen.Table('in')
1373
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1374
        preserve=[in_pkey_col], start=0))
1375
    input_joins = [in_table]
1376
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1377
    
1378
    mapping = sql_gen.ColDict(db, out_table, mapping)
1379
        # after applying dicts.join() because that returns a plain dict
1380
    
1381
    # Resolve default value column
1382
    if default != None:
1383
        try: default = mapping[default]
1384
        except KeyError:
1385
            db.log_debug('Default value column '
1386
                +strings.as_tt(strings.repr_no_u(default))
1387
                +' does not exist in mapping, falling back to None', level=2.1)
1388
            default = None
1389
    
1390
    pkeys_names = [in_pkey, out_pkey]
1391
    pkeys_cols = [in_pkey_col, out_pkey_col]
1392
    
1393
    pkeys_table_exists_ref = [False]
1394
    def insert_into_pkeys(joins, cols, distinct=False):
1395
        kw_args = {}
1396
        if distinct: kw_args.update(dict(distinct_on=[in_pkey_col]))
1397
        query = mk_select(db, joins, cols, order_by=None, start=0, **kw_args)
1398
        
1399
        if pkeys_table_exists_ref[0]:
1400
            insert_select(db, into, pkeys_names, query)
1401
        else:
1402
            run_query_into(db, query, into=into)
1403
            pkeys_table_exists_ref[0] = True
1404
    
1405
    limit_ref = [None]
1406
    conds = set()
1407
    distinct_on = sql_gen.ColDict(db, out_table)
1408
    def mk_main_select(joins, cols):
1409
        distinct_on_cols = [c.to_Col() for c in distinct_on.values()]
1410
        return mk_select(db, joins, cols, conds, distinct_on_cols,
1411
            limit=limit_ref[0], start=0)
1412
    
1413
    exc_strs = set()
1414
    def log_exc(e):
1415
        e_str = exc.str_(e, first_line_only=True)
1416
        log_debug('Caught exception: '+e_str)
1417
        assert e_str not in exc_strs # avoid infinite loops
1418
        exc_strs.add(e_str)
1419
    
1420
    def remove_all_rows():
1421
        log_debug('Ignoring all rows')
1422
        limit_ref[0] = 0 # just create an empty pkeys table
1423
    
1424
    def ignore(in_col, value, e):
1425
        track_data_error(db, errors_table_, in_col.srcs, value, e.cause.pgcode,
1426
            e.cause.pgerror)
1427
        log_debug('Ignoring rows with '+strings.as_tt(repr(in_col))+' = '
1428
            +strings.as_tt(repr(value)))
1429
    
1430
    def remove_rows(in_col, value, e):
1431
        ignore(in_col, value, e)
1432
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1433
        assert cond not in conds # avoid infinite loops
1434
        conds.add(cond)
1435
    
1436
    def invalid2null(in_col, value, e):
1437
        ignore(in_col, value, e)
1438
        update(db, in_table, [(in_col, None)],
1439
            sql_gen.ColValueCond(in_col, value))
1440
    
1441
    def insert_pkeys_table(which):
1442
        return sql_gen.Table(sql_gen.concat(in_table.name,
1443
            '_insert_'+which+'_pkeys'))
1444
    insert_out_pkeys = insert_pkeys_table('out')
1445
    insert_in_pkeys = insert_pkeys_table('in')
1446
    
1447
    # Do inserts and selects
1448
    join_cols = sql_gen.ColDict(db, out_table)
1449
    while True:
1450
        if limit_ref[0] == 0: # special case
1451
            log_debug('Creating an empty pkeys table')
1452
            cur = run_query_into(db, mk_select(db, out_table, [out_pkey],
1453
                limit=limit_ref[0]), into=insert_out_pkeys)
1454
            break # don't do main case
1455
        
1456
        has_joins = join_cols != {}
1457
        
1458
        log_debug('Trying to insert new rows')
1459
        
1460
        # Prepare to insert new rows
1461
        insert_joins = input_joins[:] # don't modify original!
1462
        insert_args = dict(recover=True, cacheable=False)
1463
        if has_joins:
1464
            insert_args.update(dict(ignore=True))
1465
        else:
1466
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1467
        main_select = mk_main_select(insert_joins, mapping.values())
1468
        
1469
        def main_insert():
1470
            if is_function:
1471
                log_debug('Calling function on input rows')
1472
                args = dict(((k.name, v) for k, v in mapping.iteritems()))
1473
                func_call = sql_gen.NamedCol(out_pkey,
1474
                    sql_gen.FunctionCall(out_table, **args))
1475
                insert_into_pkeys(input_joins, [in_pkey_col, func_call])
1476
                return None
1477
            else:
1478
                return insert_select(db, out_table, mapping.keys(), main_select,
1479
                    **insert_args)
1480
        
1481
        try:
1482
            cur = with_savepoint(db, main_insert)
1483
            break # insert successful
1484
        except MissingCastException, e:
1485
            log_exc(e)
1486
            
1487
            out_col = e.col
1488
            type_ = e.type
1489
            
1490
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
1491
                +strings.as_tt(type_))
1492
            mapping[out_col] = cast_temp_col(db, type_, mapping[out_col],
1493
                errors_table_)
1494
        except DuplicateKeyException, e:
1495
            log_exc(e)
1496
            
1497
            old_join_cols = join_cols.copy()
1498
            distinct_on.update(util.dict_subset(mapping, e.cols))
1499
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1500
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1501
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1502
            assert join_cols != old_join_cols # avoid infinite loops
1503
        except NullValueException, e:
1504
            log_exc(e)
1505
            
1506
            out_col, = e.cols
1507
            try: in_col = mapping[out_col]
1508
            except KeyError:
1509
                log_debug('Missing mapping for NOT NULL column '+out_col)
1510
                remove_all_rows()
1511
            else: remove_rows(in_col, None, e)
1512
        except FunctionValueException, e:
1513
            log_exc(e)
1514
            
1515
            func_name = e.name
1516
            value = e.value
1517
            for out_col, in_col in mapping.iteritems():
1518
                in_col = sql_gen.unwrap_func_call(in_col, func_name)
1519
                invalid2null(in_col, value, e)
1520
        except DatabaseErrors, e:
1521
            log_exc(e)
1522
            
1523
            log_debug('No handler for exception')
1524
            on_error(e)
1525
            remove_all_rows()
1526
        # after exception handled, rerun loop with additional constraints
1527
    
1528
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
1529
        row_ct_ref[0] += cur.rowcount
1530
    
1531
    if is_function: pass # pkeys table already created
1532
    elif has_joins:
1533
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1534
        log_debug('Getting output table pkeys of existing/inserted rows')
1535
        insert_into_pkeys(select_joins, pkeys_cols, distinct=True)
1536
    else:
1537
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1538
        
1539
        log_debug('Getting input table pkeys of inserted rows')
1540
        run_query_into(db, mk_main_select(input_joins, [in_pkey]),
1541
            into=insert_in_pkeys)
1542
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1543
        
1544
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1545
            insert_in_pkeys)
1546
        
1547
        log_debug('Combining output and input pkeys in inserted order')
1548
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1549
            {row_num_col: sql_gen.join_same_not_null})]
1550
        insert_into_pkeys(pkey_joins, pkeys_names)
1551
        
1552
        empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
1553
    
1554
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1555
    add_pkey(db, into)
1556
    
1557
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1558
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1559
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1560
        # must use join_same_not_null or query will take forever
1561
    insert_into_pkeys(missing_rows_joins,
1562
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1563
    
1564
    assert table_row_count(db, into) == table_row_count(db, in_table)
1565
    
1566
    empty_temp(db, in_table)
1567
    
1568
    srcs = []
1569
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
1570
    return sql_gen.Col(out_pkey, into, srcs)
1571

    
1572
##### Data cleanup
1573

    
1574
def cleanup_table(db, table, cols):
1575
    table = sql_gen.as_Table(table)
1576
    cols = map(sql_gen.as_Col, cols)
1577
    
1578
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1579
        +db.esc_value(r'\N')+')')
1580
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1581
        for v in cols]
1582
    
1583
    update(db, table, changes)
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