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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
                if query.find('ADD COLUMN') < 0: # rest of query must be unique
242
                    self._cache_result()
243
            elif self.rowcount == 0 and query.startswith('SELECT'): # empty
244
                consume_rows(self) # fetch all rows so result will be cached
245
            
246
            return cur
247
        
248
        def fetchone(self):
249
            row = self.inner.fetchone()
250
            if row != None: self.result.append(row)
251
            # otherwise, fetched all rows
252
            else: self._cache_result()
253
            return row
254
        
255
        def _cache_result(self):
256
            # For inserts that return a result set, don't cache result set since
257
            # inserts are not idempotent. Other non-SELECT queries don't have
258
            # their result set read, so only exceptions will be cached (an
259
            # invalid query will always be invalid).
260
            if self.query_results != None and (not self._is_insert
261
                or isinstance(self.result, Exception)):
262
                
263
                assert self.query_lookup != None
264
                self.query_results[self.query_lookup] = self.CacheCursor(
265
                    util.dict_subset(dicts.AttrsDictView(self),
266
                    ['query', 'result', 'rowcount', 'description']))
267
        
268
        class CacheCursor:
269
            def __init__(self, cached_result): self.__dict__ = cached_result
270
            
271
            def execute(self, *args, **kw_args):
272
                if isinstance(self.result, Exception): raise self.result
273
                # otherwise, result is a rows list
274
                self.iter = iter(self.result)
275
            
276
            def fetchone(self):
277
                try: return self.iter.next()
278
                except StopIteration: return None
279
    
280
    def esc_value(self, value):
281
        try: str_ = self.mogrify('%s', [value])
282
        except NotImplementedError, e:
283
            module = util.root_module(self.db)
284
            if module == 'MySQLdb':
285
                import _mysql
286
                str_ = _mysql.escape_string(value)
287
            else: raise e
288
        return strings.to_unicode(str_)
289
    
290
    def esc_name(self, name): return esc_name(self, name) # calls global func
291
    
292
    def std_code(self, str_):
293
        '''Standardizes SQL code.
294
        * Ensures that string literals are prefixed by `E`
295
        '''
296
        if str_.startswith("'"): str_ = 'E'+str_
297
        return str_
298
    
299
    def can_mogrify(self):
300
        module = util.root_module(self.db)
301
        return module == 'psycopg2'
302
    
303
    def mogrify(self, query, params=None):
304
        if self.can_mogrify(): return self.db.cursor().mogrify(query, params)
305
        else: raise NotImplementedError("Can't mogrify query")
306
    
307
    def print_notices(self):
308
        if hasattr(self.db, 'notices'):
309
            for msg in self.db.notices:
310
                if msg not in self._notices_seen:
311
                    self._notices_seen.add(msg)
312
                    self.log_debug(msg, level=2)
313
    
314
    def run_query(self, query, cacheable=False, log_level=2,
315
        debug_msg_ref=None):
316
        '''
317
        @param log_ignore_excs The log_level will be increased by 2 if the query
318
            throws one of these exceptions.
319
        @param debug_msg_ref If specified, the log message will be returned in
320
            this instead of being output. This allows you to filter log messages
321
            depending on the result of the query.
322
        '''
323
        assert query != None
324
        
325
        if not self.caching: cacheable = False
326
        used_cache = False
327
        
328
        def log_msg(query):
329
            if used_cache: cache_status = 'cache hit'
330
            elif cacheable: cache_status = 'cache miss'
331
            else: cache_status = 'non-cacheable'
332
            return 'DB query: '+cache_status+':\n'+strings.as_code(query, 'SQL')
333
        
334
        try:
335
            # Get cursor
336
            if cacheable:
337
                try:
338
                    cur = self.query_results[query]
339
                    used_cache = True
340
                except KeyError: cur = self.DbCursor(self)
341
            else: cur = self.db.cursor()
342
            
343
            # Log query
344
            if self.debug and debug_msg_ref == None: # log before running
345
                self.log_debug(log_msg(query), log_level)
346
            
347
            # Run query
348
            cur.execute(query)
349
        finally:
350
            self.print_notices()
351
            if self.debug and debug_msg_ref != None: # return after running
352
                debug_msg_ref[0] = log_msg(str(get_cur_query(cur, query)))
353
        
354
        return cur
355
    
356
    def is_cached(self, query): return query in self.query_results
357
    
358
    def with_autocommit(self, func):
359
        import psycopg2.extensions
360
        
361
        prev_isolation_level = self.db.isolation_level
362
        self.db.set_isolation_level(
363
            psycopg2.extensions.ISOLATION_LEVEL_AUTOCOMMIT)
364
        try: return func()
365
        finally: self.db.set_isolation_level(prev_isolation_level)
366
    
367
    def with_savepoint(self, func):
368
        savepoint = 'level_'+str(self._savepoint)
369
        self.run_query('SAVEPOINT '+savepoint, log_level=4)
370
        self._savepoint += 1
371
        try: return func()
372
        except:
373
            self.run_query('ROLLBACK TO SAVEPOINT '+savepoint, log_level=4)
374
            raise
375
        finally:
376
            # Always release savepoint, because after ROLLBACK TO SAVEPOINT,
377
            # "The savepoint remains valid and can be rolled back to again"
378
            # (http://www.postgresql.org/docs/8.3/static/sql-rollback-to.html).
379
            self.run_query('RELEASE SAVEPOINT '+savepoint, log_level=4)
380
            
381
            self._savepoint -= 1
382
            assert self._savepoint >= 0
383
            
384
            self.do_autocommit() # OK to do this after ROLLBACK TO SAVEPOINT
385
    
386
    def do_autocommit(self):
387
        '''Autocommits if outside savepoint'''
388
        assert self._savepoint >= 0
389
        if self.autocommit and self._savepoint == 0:
390
            self.log_debug('Autocommitting', level=4)
391
            self.db.commit()
392
    
393
    def col_info(self, col):
394
        table = sql_gen.Table('columns', 'information_schema')
395
        cols = ['data_type', 'column_default',
396
            cast(self, 'boolean', 'is_nullable')]
397
        
398
        conds = [('table_name', col.table.name), ('column_name', col.name)]
399
        schema = col.table.schema
400
        if schema != None: conds.append(('table_schema', schema))
401
        
402
        type_, default, nullable = row(select(self, table, cols, conds,
403
            order_by='table_schema', limit=1, log_level=4))
404
            # TODO: order_by search_path schema order
405
        default = sql_gen.as_Code(default, self)
406
        
407
        return sql_gen.TypedCol(col.name, type_, default, nullable)
408
    
409
    def TempFunction(self, name):
410
        if self.debug_temp: schema = None
411
        else: schema = 'pg_temp'
412
        return sql_gen.Function(name, schema)
413

    
414
connect = DbConn
415

    
416
##### Recoverable querying
417

    
418
def with_savepoint(db, func): return db.with_savepoint(func)
419

    
420
def run_query(db, query, recover=None, cacheable=False, log_level=2,
421
    log_ignore_excs=None, **kw_args):
422
    '''For params, see DbConn.run_query()'''
423
    if recover == None: recover = False
424
    if log_ignore_excs == None: log_ignore_excs = ()
425
    log_ignore_excs = tuple(log_ignore_excs)
426
    
427
    debug_msg_ref = None # usually, db.run_query() logs query before running it
428
    # But if filtering with log_ignore_excs, wait until after exception parsing
429
    if log_ignore_excs != () or not db.can_mogrify(): debug_msg_ref = [None]
430
    
431
    try:
432
        try:
433
            def run(): return db.run_query(query, cacheable, log_level,
434
                debug_msg_ref, **kw_args)
435
            if recover and not db.is_cached(query):
436
                return with_savepoint(db, run)
437
            else: return run() # don't need savepoint if cached
438
        except Exception, e:
439
            msg = exc.str_(e)
440
            
441
            match = re.search(r'duplicate key value violates unique constraint '
442
                r'"((_?[^\W_]+)_.+?)"', msg)
443
            if match:
444
                constraint, table = match.groups()
445
                cols = []
446
                if recover: # need auto-rollback to run index_cols()
447
                    try: cols = index_cols(db, table, constraint)
448
                    except NotImplementedError: pass
449
                raise DuplicateKeyException(constraint, cols, e)
450
            
451
            match = re.search(r'null value in column "(.+?)" violates not-null'
452
                r' constraint', msg)
453
            if match: raise NullValueException('NOT NULL', [match.group(1)], e)
454
            
455
            match = re.search(r'\b(?:invalid input (?:syntax|value)\b.*?'
456
                r'|date/time field value out of range): "(.+?)"\n'
457
                r'(?:(?s).*?)\bfunction "(.+?)"', msg)
458
            if match:
459
                value, name = match.groups()
460
                raise FunctionValueException(name, strings.to_unicode(value), e)
461
            
462
            match = re.search(r'column "(.+?)" is of type (.+?) but expression '
463
                r'is of type', msg)
464
            if match:
465
                col, type_ = match.groups()
466
                raise MissingCastException(type_, col, e)
467
            
468
            match = re.search(r'\b(\S+) "(.+?)".*? already exists', msg)
469
            if match:
470
                type_, name = match.groups()
471
                raise DuplicateException(type_, name, e)
472
            
473
            raise # no specific exception raised
474
    except log_ignore_excs:
475
        log_level += 2
476
        raise
477
    finally:
478
        if debug_msg_ref != None and debug_msg_ref[0] != None:
479
            db.log_debug(debug_msg_ref[0], log_level)
480

    
481
##### Basic queries
482

    
483
def next_version(name):
484
    version = 1 # first existing name was version 0
485
    match = re.match(r'^(.*)#(\d+)$', name)
486
    if match:
487
        name, version = match.groups()
488
        version = int(version)+1
489
    return sql_gen.concat(name, '#'+str(version))
490

    
491
def lock_table(db, table, mode):
492
    table = sql_gen.as_Table(table)
493
    run_query(db, 'LOCK TABLE '+table.to_str(db)+' IN '+mode+' MODE')
494

    
495
def run_query_into(db, query, into=None, add_indexes_=False, **kw_args):
496
    '''Outputs a query to a temp table.
497
    For params, see run_query().
498
    '''
499
    if into == None: return run_query(db, query, **kw_args)
500
    
501
    assert isinstance(into, sql_gen.Table)
502
    
503
    into.is_temp = True
504
    # "temporary tables cannot specify a schema name", so remove schema
505
    into.schema = None
506
    
507
    kw_args['recover'] = True
508
    kw_args.setdefault('log_ignore_excs', (DuplicateException,))
509
    
510
    temp = not db.debug_temp # tables are permanent in debug_temp mode
511
    
512
    # Create table
513
    while True:
514
        create_query = 'CREATE'
515
        if temp: create_query += ' TEMP'
516
        create_query += ' TABLE '+into.to_str(db)+' AS\n'+query
517
        
518
        try:
519
            cur = run_query(db, create_query, **kw_args)
520
                # CREATE TABLE AS sets rowcount to # rows in query
521
            break
522
        except DuplicateException, e:
523
            into.name = next_version(into.name)
524
            # try again with next version of name
525
    
526
    if add_indexes_: add_indexes(db, into)
527
    
528
    return cur
529

    
530
order_by_pkey = object() # tells mk_select() to order by the pkey
531

    
532
distinct_on_all = object() # tells mk_select() to SELECT DISTINCT ON all columns
533

    
534
def mk_select(db, tables, fields=None, conds=None, distinct_on=[], limit=None,
535
    start=None, order_by=order_by_pkey, default_table=None):
536
    '''
537
    @param tables The single table to select from, or a list of tables to join
538
        together, with tables after the first being sql_gen.Join objects
539
    @param fields Use None to select all fields in the table
540
    @param conds WHERE conditions: [(compare_left_side, compare_right_side),...]
541
        * container can be any iterable type
542
        * compare_left_side: sql_gen.Code|str (for col name)
543
        * compare_right_side: sql_gen.ValueCond|literal value
544
    @param distinct_on The columns to SELECT DISTINCT ON, or distinct_on_all to
545
        use all columns
546
    @return query
547
    '''
548
    # Parse tables param
549
    tables = lists.mk_seq(tables)
550
    tables = list(tables) # don't modify input! (list() copies input)
551
    table0 = sql_gen.as_Table(tables.pop(0)) # first table is separate
552
    
553
    # Parse other params
554
    if conds == None: conds = []
555
    elif dicts.is_dict(conds): conds = conds.items()
556
    conds = list(conds) # don't modify input! (list() copies input)
557
    assert limit == None or type(limit) == int
558
    assert start == None or type(start) == int
559
    if order_by is order_by_pkey:
560
        if distinct_on != []: order_by = None
561
        else: order_by = pkey(db, table0, recover=True)
562
    
563
    query = 'SELECT'
564
    
565
    def parse_col(col): return sql_gen.as_Col(col, default_table).to_str(db)
566
    
567
    # DISTINCT ON columns
568
    if distinct_on != []:
569
        query += '\nDISTINCT'
570
        if distinct_on is not distinct_on_all:
571
            query += ' ON ('+(', '.join(map(parse_col, distinct_on)))+')'
572
    
573
    # Columns
574
    if fields == None:
575
        if query.find('\n') >= 0: whitespace = '\n'
576
        else: whitespace = ' '
577
        query += whitespace+'*'
578
    else:
579
        assert fields != []
580
        query += '\n'+('\n, '.join(map(parse_col, fields)))
581
    
582
    # Main table
583
    query += '\nFROM '+table0.to_str(db)
584
    
585
    # Add joins
586
    left_table = table0
587
    for join_ in tables:
588
        table = join_.table
589
        
590
        # Parse special values
591
        if join_.type_ is sql_gen.filter_out: # filter no match
592
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
593
                sql_gen.CompareCond(None, '~=')))
594
        
595
        query += '\n'+join_.to_str(db, left_table)
596
        
597
        left_table = table
598
    
599
    missing = True
600
    if conds != []:
601
        if len(conds) == 1: whitespace = ' '
602
        else: whitespace = '\n'
603
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
604
            .to_str(db) for l, r in conds], 'WHERE')
605
        missing = False
606
    if order_by != None:
607
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
608
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
609
    if start != None:
610
        if start != 0: query += '\nOFFSET '+str(start)
611
        missing = False
612
    if missing: warnings.warn(DbWarning(
613
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
614
    
615
    return query
616

    
617
def select(db, *args, **kw_args):
618
    '''For params, see mk_select() and run_query()'''
619
    recover = kw_args.pop('recover', None)
620
    cacheable = kw_args.pop('cacheable', True)
621
    log_level = kw_args.pop('log_level', 2)
622
    
623
    return run_query(db, mk_select(db, *args, **kw_args), recover, cacheable,
624
        log_level=log_level)
625

    
626
def mk_insert_select(db, table, cols=None, select_query=None, returning=None,
627
    embeddable=False, ignore=False):
628
    '''
629
    @param returning str|None An inserted column (such as pkey) to return
630
    @param embeddable Whether the query should be embeddable as a nested SELECT.
631
        Warning: If you set this and cacheable=True when the query is run, the
632
        query will be fully cached, not just if it raises an exception.
633
    @param ignore Whether to ignore duplicate keys.
634
    '''
635
    table = sql_gen.remove_table_rename(sql_gen.as_Table(table))
636
    if cols == []: cols = None # no cols (all defaults) = unknown col names
637
    if cols != None: cols = [sql_gen.to_name_only_col(c, table) for c in cols]
638
    if select_query == None: select_query = 'DEFAULT VALUES'
639
    if returning != None: returning = sql_gen.as_Col(returning, table)
640
    
641
    first_line = 'INSERT INTO '+table.to_str(db)
642
    
643
    def mk_insert(select_query):
644
        query = first_line
645
        if cols != None:
646
            query += '\n('+(', '.join((c.to_str(db) for c in cols)))+')'
647
        query += '\n'+select_query
648
        
649
        if returning != None:
650
            returning_name_col = sql_gen.to_name_only_col(returning)
651
            query += '\nRETURNING '+returning_name_col.to_str(db)
652
        
653
        return query
654
    
655
    return_type = 'unknown'
656
    if returning != None: return_type = returning.to_str(db)+'%TYPE'
657
    
658
    lang = 'sql'
659
    if ignore:
660
        assert cols != None
661
        # Always return something to set the correct rowcount
662
        if returning == None: returning = sql_gen.NamedCol('NULL', None)
663
        
664
        embeddable = True # must use function
665
        lang = 'plpgsql'
666
        row = [sql_gen.Col(c.name, 'row') for c in cols]
667
        
668
        query = '''\
669
DECLARE
670
    row '''+table.to_str(db)+'''%ROWTYPE;
671
BEGIN
672
    /* Need an EXCEPTION block for each individual row because "When an error is
673
    caught by an EXCEPTION clause, [...] all changes to persistent database
674
    state within the block are rolled back."
675
    This is unfortunate because "A block containing an EXCEPTION clause is
676
    significantly more expensive to enter and exit than a block without one."
677
    (http://www.postgresql.org/docs/8.3/static/plpgsql-control-structures.html\
678
#PLPGSQL-ERROR-TRAPPING)
679
    */
680
    FOR '''+(', '.join((c.to_str(db) for c in row)))+''' IN
681
'''+select_query+'''
682
    LOOP
683
        BEGIN
684
            RETURN QUERY
685
'''+mk_insert(sql_gen.Values(row).to_str(db))+'''
686
;
687
        EXCEPTION
688
            WHEN unique_violation THEN NULL; -- continue to next row
689
        END;
690
    END LOOP;
691
END;\
692
'''
693
    else: query = mk_insert(select_query)
694
    
695
    if embeddable:
696
        # Create function
697
        function_name = sql_gen.clean_name(first_line)
698
        while True:
699
            try:
700
                function = db.TempFunction(function_name)
701
                
702
                function_query = '''\
703
CREATE FUNCTION '''+function.to_str(db)+'''()
704
RETURNS SETOF '''+return_type+'''
705
LANGUAGE '''+lang+'''
706
AS $$
707
'''+query+'''
708
$$;
709
'''
710
                run_query(db, function_query, recover=True, cacheable=True,
711
                    log_ignore_excs=(DuplicateException,))
712
                break # this version was successful
713
            except DuplicateException, e:
714
                function_name = next_version(function_name)
715
                # try again with next version of name
716
        
717
        # Return query that uses function
718
        cols = None
719
        if returning != None: cols = [returning]
720
        func_table = sql_gen.NamedTable('f', sql_gen.FunctionCall(function),
721
            cols) # AS clause requires function alias
722
        return mk_select(db, func_table, start=0, order_by=None)
723
    
724
    return query
725

    
726
def insert_select(db, *args, **kw_args):
727
    '''For params, see mk_insert_select() and run_query_into()
728
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
729
        values in
730
    '''
731
    into = kw_args.pop('into', None)
732
    if into != None: kw_args['embeddable'] = True
733
    recover = kw_args.pop('recover', None)
734
    if kw_args.get('ignore', False): recover = True
735
    cacheable = kw_args.pop('cacheable', True)
736
    log_level = kw_args.pop('log_level', 2)
737
    
738
    return run_query_into(db, mk_insert_select(db, *args, **kw_args), into,
739
        recover=recover, cacheable=cacheable, log_level=log_level)
740

    
741
default = sql_gen.default # tells insert() to use the default value for a column
742

    
743
def insert(db, table, row, *args, **kw_args):
744
    '''For params, see insert_select()'''
745
    if lists.is_seq(row): cols = None
746
    else:
747
        cols = row.keys()
748
        row = row.values()
749
    row = list(row) # ensure that "== []" works
750
    
751
    if row == []: query = None
752
    else: query = sql_gen.Values(row).to_str(db)
753
    
754
    return insert_select(db, table, cols, query, *args, **kw_args)
755

    
756
def mk_update(db, table, changes=None, cond=None):
757
    '''
758
    @param changes [(col, new_value),...]
759
        * container can be any iterable type
760
        * col: sql_gen.Code|str (for col name)
761
        * new_value: sql_gen.Code|literal value
762
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
763
    @return str query
764
    '''
765
    query = 'UPDATE '+sql_gen.as_Table(table).to_str(db)+'\nSET\n'
766
    query += ',\n'.join((sql_gen.to_name_only_col(col, table).to_str(db)+' = '
767
        +sql_gen.as_Value(new_value).to_str(db) for col, new_value in changes))
768
    if cond != None: query += '\nWHERE\n'+cond.to_str(db)
769
    
770
    return query
771

    
772
def update(db, *args, **kw_args):
773
    '''For params, see mk_update() and run_query()'''
774
    recover = kw_args.pop('recover', None)
775
    log_level = kw_args.pop('log_level', 2)
776
    
777
    return run_query(db, mk_update(db, *args, **kw_args), recover,
778
        log_level=log_level)
779

    
780
def last_insert_id(db):
781
    module = util.root_module(db.db)
782
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
783
    elif module == 'MySQLdb': return db.insert_id()
784
    else: return None
785

    
786
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
787
    '''Creates a mapping from original column names (which may have collisions)
788
    to names that will be distinct among the columns' tables.
789
    This is meant to be used for several tables that are being joined together.
790
    @param cols The columns to combine. Duplicates will be removed.
791
    @param into The table for the new columns.
792
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
793
        columns will be included in the mapping even if they are not in cols.
794
        The tables of the provided Col objects will be changed to into, so make
795
        copies of them if you want to keep the original tables.
796
    @param as_items Whether to return a list of dict items instead of a dict
797
    @return dict(orig_col=new_col, ...)
798
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
799
        * new_col: sql_gen.Col(orig_col_name, into)
800
        * All mappings use the into table so its name can easily be
801
          changed for all columns at once
802
    '''
803
    cols = lists.uniqify(cols)
804
    
805
    items = []
806
    for col in preserve:
807
        orig_col = copy.copy(col)
808
        col.table = into
809
        items.append((orig_col, col))
810
    preserve = set(preserve)
811
    for col in cols:
812
        if col not in preserve:
813
            items.append((col, sql_gen.Col(str(col), into, col.srcs)))
814
    
815
    if not as_items: items = dict(items)
816
    return items
817

    
818
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
819
    '''For params, see mk_flatten_mapping()
820
    @return See return value of mk_flatten_mapping()
821
    '''
822
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
823
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
824
    run_query_into(db, mk_select(db, joins, cols, limit=limit, start=start),
825
        into=into, add_indexes_=True)
826
    return dict(items)
827

    
828
def mk_track_data_error(db, errors_table, cols, value, error_code, error):
829
    assert cols != ()
830
    
831
    cols = map(sql_gen.to_name_only_col, cols)
832
    
833
    columns_cols = ['column']
834
    columns = sql_gen.NamedValues('columns', columns_cols,
835
        [[c.name] for c in cols])
836
    values_cols = ['value', 'error_code', 'error']
837
    values = sql_gen.NamedValues('values', values_cols,
838
        [value, error_code, error])
839
    
840
    select_cols = columns_cols+values_cols
841
    name_only_cols = map(sql_gen.to_name_only_col, select_cols)
842
    errors_table = sql_gen.NamedTable('errors', errors_table)
843
    joins = [columns, sql_gen.Join(values, type_='CROSS'),
844
        sql_gen.Join(errors_table, dict(zip(name_only_cols, select_cols)),
845
        sql_gen.filter_out)]
846
    
847
    return mk_insert_select(db, errors_table, name_only_cols,
848
        mk_select(db, joins, select_cols, order_by=None))
849

    
850
def track_data_error(db, errors_table, cols, *args, **kw_args):
851
    '''
852
    @param errors_table If None, does nothing.
853
    '''
854
    if errors_table == None or cols == (): return
855
    run_query(db, mk_track_data_error(db, errors_table, cols, *args, **kw_args),
856
        cacheable=True, log_level=4)
857

    
858
def cast(db, type_, col, errors_table=None):
859
    '''Casts an (unrenamed) column or value.
860
    If errors_table set and col has srcs, saves errors in errors_table (using
861
    col's srcs attr as the source columns) and converts errors to warnings.
862
    @param col str|sql_gen.Col|sql_gen.Literal
863
    @param errors_table None|sql_gen.Table|str
864
    '''
865
    col = sql_gen.as_Col(col)
866
    save_errors = (errors_table != None and isinstance(col, sql_gen.Col)
867
        and col.srcs != ())
868
    if not save_errors: return sql_gen.Cast(type_, col) # can't save errors
869
    
870
    assert not isinstance(col, sql_gen.NamedCol)
871
    
872
    errors_table = sql_gen.as_Table(errors_table)
873
    srcs = map(sql_gen.to_name_only_col, col.srcs)
874
    function_name = str(sql_gen.FunctionCall(type_, *srcs))
875
    function = db.TempFunction(function_name)
876
    
877
    while True:
878
        # Create function definition
879
        query = '''\
880
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
881
RETURNS '''+type_+'''
882
LANGUAGE plpgsql
883
STRICT
884
AS $$
885
BEGIN
886
    /* The explicit cast to the return type is needed to make the cast happen
887
    inside the try block. (Implicit casts to the return type happen at the end
888
    of the function, outside any block.) */
889
    RETURN value::'''+type_+''';
890
EXCEPTION
891
    WHEN data_exception THEN
892
        -- Save error in errors table.
893
        -- Insert the value and error for *each* source column.
894
'''+mk_track_data_error(db, errors_table, srcs,
895
    *map(sql_gen.CustomCode, ['value', 'SQLSTATE', 'SQLERRM']))+''';
896
        
897
        RAISE WARNING '%', SQLERRM;
898
        RETURN NULL;
899
END;
900
$$;
901
'''
902
        
903
        # Create function
904
        try:
905
            run_query(db, query, recover=True, cacheable=True,
906
                log_ignore_excs=(DuplicateException,))
907
            break # successful
908
        except DuplicateException:
909
            function.name = next_version(function.name)
910
            # try again with next version of name
911
    
912
    return sql_gen.FunctionCall(function, col)
913

    
914
##### Database structure queries
915

    
916
def table_row_count(db, table, recover=None):
917
    return value(run_query(db, mk_select(db, table, [sql_gen.row_count],
918
        order_by=None, start=0), recover=recover, log_level=3))
919

    
920
def table_cols(db, table, recover=None):
921
    return list(col_names(select(db, table, limit=0, order_by=None,
922
        recover=recover, log_level=4)))
923

    
924
def pkey(db, table, recover=None):
925
    '''Assumed to be first column in table'''
926
    return table_cols(db, table, recover)[0]
927

    
928
not_null_col = 'not_null_col'
929

    
930
def table_not_null_col(db, table, recover=None):
931
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
932
    if not_null_col in table_cols(db, table, recover): return not_null_col
933
    else: return pkey(db, table, recover)
934

    
935
def index_cols(db, table, index):
936
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
937
    automatically created. When you don't know whether something is a UNIQUE
938
    constraint or a UNIQUE index, use this function.'''
939
    module = util.root_module(db.db)
940
    if module == 'psycopg2':
941
        return list(values(run_query(db, '''\
942
SELECT attname
943
FROM
944
(
945
        SELECT attnum, attname
946
        FROM pg_index
947
        JOIN pg_class index ON index.oid = indexrelid
948
        JOIN pg_class table_ ON table_.oid = indrelid
949
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
950
        WHERE
951
            table_.relname = '''+db.esc_value(table)+'''
952
            AND index.relname = '''+db.esc_value(index)+'''
953
    UNION
954
        SELECT attnum, attname
955
        FROM
956
        (
957
            SELECT
958
                indrelid
959
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
960
                    AS indkey
961
            FROM pg_index
962
            JOIN pg_class index ON index.oid = indexrelid
963
            JOIN pg_class table_ ON table_.oid = indrelid
964
            WHERE
965
                table_.relname = '''+db.esc_value(table)+'''
966
                AND index.relname = '''+db.esc_value(index)+'''
967
        ) s
968
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
969
) s
970
ORDER BY attnum
971
'''
972
            , cacheable=True, log_level=4)))
973
    else: raise NotImplementedError("Can't list index columns for "+module+
974
        ' database')
975

    
976
def constraint_cols(db, table, constraint):
977
    module = util.root_module(db.db)
978
    if module == 'psycopg2':
979
        return list(values(run_query(db, '''\
980
SELECT attname
981
FROM pg_constraint
982
JOIN pg_class ON pg_class.oid = conrelid
983
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
984
WHERE
985
    relname = '''+db.esc_value(table)+'''
986
    AND conname = '''+db.esc_value(constraint)+'''
987
ORDER BY attnum
988
'''
989
            )))
990
    else: raise NotImplementedError("Can't list constraint columns for "+module+
991
        ' database')
992

    
993
row_num_col = '_row_num'
994

    
995
def add_index(db, exprs, table=None, unique=False, ensure_not_null_=True):
996
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
997
    Currently, only function calls are supported as expressions.
998
    @param ensure_not_null_ If set, translates NULL values to sentinel values.
999
        This allows indexes to be used for comparisons where NULLs are equal.
1000
    '''
1001
    exprs = lists.mk_seq(exprs)
1002
    
1003
    # Parse exprs
1004
    old_exprs = exprs[:]
1005
    exprs = []
1006
    cols = []
1007
    for i, expr in enumerate(old_exprs):
1008
        expr = sql_gen.as_Col(expr, table)
1009
        
1010
        # Handle nullable columns
1011
        if ensure_not_null_:
1012
            try: expr = ensure_not_null(db, expr)
1013
            except KeyError: pass # unknown type, so just create plain index
1014
        
1015
        # Extract col
1016
        expr = copy.deepcopy(expr) # don't modify input!
1017
        if isinstance(expr, sql_gen.FunctionCall):
1018
            col = expr.args[0]
1019
            expr = sql_gen.Expr(expr)
1020
        else: col = expr
1021
        assert isinstance(col, sql_gen.Col)
1022
        
1023
        # Extract table
1024
        if table == None:
1025
            assert sql_gen.is_table_col(col)
1026
            table = col.table
1027
        
1028
        col.table = None
1029
        
1030
        exprs.append(expr)
1031
        cols.append(col)
1032
    
1033
    table = sql_gen.as_Table(table)
1034
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
1035
    
1036
    # Add index
1037
    while True:
1038
        str_ = 'CREATE'
1039
        if unique: str_ += ' UNIQUE'
1040
        str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
1041
            ', '.join((v.to_str(db) for v in exprs)))+')'
1042
        
1043
        try:
1044
            run_query(db, str_, recover=True, cacheable=True, log_level=3,
1045
                log_ignore_excs=(DuplicateException,))
1046
            break
1047
        except DuplicateException:
1048
            index.name = next_version(index.name)
1049
            # try again with next version of name
1050

    
1051
def add_pkey(db, table, cols=None, recover=None):
1052
    '''Adds a primary key.
1053
    @param cols [sql_gen.Col,...] The columns in the primary key.
1054
        Defaults to the first column in the table.
1055
    @pre The table must not already have a primary key.
1056
    '''
1057
    table = sql_gen.as_Table(table)
1058
    if cols == None: cols = [pkey(db, table, recover)]
1059
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
1060
    
1061
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD PRIMARY KEY ('
1062
        +(', '.join(col_strs))+')', recover=True, cacheable=True, log_level=3,
1063
        log_ignore_excs=(DuplicateException,))
1064

    
1065
def add_not_null(db, col):
1066
    table = col.table
1067
    col = sql_gen.to_name_only_col(col)
1068
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ALTER COLUMN '
1069
        +col.to_str(db)+' SET NOT NULL', cacheable=True, log_level=3)
1070

    
1071
def add_index_col(db, col, suffix, expr, nullable=True):
1072
    if sql_gen.index_col(col) != None: return # already has index col
1073
    
1074
    new_col = sql_gen.suffixed_col(col, suffix)
1075
    
1076
    # Add column
1077
    while True:
1078
        new_typed_col = sql_gen.TypedCol(new_col.name, db.col_info(col).type)
1079
        try:
1080
            add_col(db, col.table, new_typed_col, log_level=3,
1081
                log_ignore_excs=(DuplicateException,))
1082
            break
1083
        except DuplicateException:
1084
            new_col.name = next_version(new_col.name)
1085
            # try again with next version of name
1086
    
1087
    update(db, col.table, [(new_col, expr)], log_level=3)
1088
    if not nullable: add_not_null(db, new_col)
1089
    add_index(db, new_col)
1090
    
1091
    col.table.index_cols[col.name] = new_col
1092

    
1093
def ensure_not_null(db, col):
1094
    '''For params, see sql_gen.ensure_not_null()'''
1095
    expr = sql_gen.ensure_not_null(db, col)
1096
    
1097
    # If nullable column in a temp table, add separate column instead
1098
    if sql_gen.is_temp_col(col) and isinstance(expr, sql_gen.EnsureNotNull):
1099
        add_index_col(db, col, '::NOT NULL', expr, nullable=False)
1100
        expr = sql_gen.index_col(col)
1101
    
1102
    return expr
1103

    
1104
already_indexed = object() # tells add_indexes() the pkey has already been added
1105

    
1106
def add_indexes(db, table, has_pkey=True):
1107
    '''Adds an index on all columns in a table.
1108
    @param has_pkey bool|already_indexed Whether a pkey instead of a regular
1109
        index should be added on the first column.
1110
        * If already_indexed, the pkey is assumed to have already been added
1111
    '''
1112
    cols = table_cols(db, table)
1113
    if has_pkey:
1114
        if has_pkey is not already_indexed: add_pkey(db, table)
1115
        cols = cols[1:]
1116
    for col in cols: add_index(db, col, table)
1117

    
1118
def add_col(db, table, col, **kw_args):
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
    while True:
1154
        new_typed_col = sql_gen.TypedCol(new_col.name, type_)
1155
        try:
1156
            add_col(db, table, new_typed_col,
1157
                log_ignore_excs=(DuplicateException,))
1158
            break
1159
        except DuplicateException:
1160
            new_col.name = next_version(new_col.name)
1161
            # try again with next version of name
1162
    
1163
    update(db, table, [(new_col, expr)])
1164
    add_index(db, new_col)
1165
    
1166
    return new_col
1167

    
1168
def drop_table(db, table):
1169
    table = sql_gen.as_Table(table)
1170
    return run_query(db, 'DROP TABLE IF EXISTS '+table.to_str(db)+' CASCADE')
1171

    
1172
def create_table(db, table, cols, has_pkey=True, col_indexes=True):
1173
    '''Creates a table.
1174
    @param cols [sql_gen.TypedCol,...] The column names and types
1175
    @param has_pkey If set, the first column becomes the primary key.
1176
    @param col_indexes bool|[ref]
1177
        * If True, indexes will be added on all non-pkey columns.
1178
        * If a list reference, [0] will be set to a function to do this.
1179
          This can be used to delay index creation until the table is populated.
1180
    '''
1181
    table = sql_gen.as_Table(table)
1182
    
1183
    if has_pkey:
1184
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
1185
        pkey.constraints = 'PRIMARY KEY'
1186
    
1187
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
1188
    str_ += '\n, '.join(v.to_str(db) for v in cols)
1189
    str_ += '\n);\n'
1190
    run_query(db, str_, cacheable=True, log_level=2)
1191
    
1192
    # Add indexes
1193
    if has_pkey: has_pkey = already_indexed
1194
    def add_indexes_(): add_indexes(db, table, has_pkey)
1195
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes_ # defer
1196
    elif col_indexes: add_indexes_() # add now
1197

    
1198
def vacuum(db, table):
1199
    table = sql_gen.as_Table(table)
1200
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1201
        log_level=3))
1202

    
1203
def truncate(db, table, schema='public', **kw_args):
1204
    '''For params, see run_query()'''
1205
    table = sql_gen.as_Table(table, schema)
1206
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE', **kw_args)
1207

    
1208
def empty_temp(db, tables):
1209
    if db.debug_temp: return # leave temp tables there for debugging
1210
    tables = lists.mk_seq(tables)
1211
    for table in tables: truncate(db, table, log_level=3)
1212

    
1213
def tables(db, schema_like='public', table_like='%', exact=False):
1214
    if exact: compare = '='
1215
    else: compare = 'LIKE'
1216
    
1217
    module = util.root_module(db.db)
1218
    if module == 'psycopg2':
1219
        conds = [('schemaname', sql_gen.CompareCond(schema_like, compare)),
1220
            ('tablename', sql_gen.CompareCond(table_like, compare))]
1221
        return values(select(db, 'pg_tables', ['tablename'], conds,
1222
            order_by='tablename', log_level=4))
1223
    elif module == 'MySQLdb':
1224
        return values(run_query(db, 'SHOW TABLES LIKE '+db.esc_value(table_like)
1225
            , cacheable=True, log_level=4))
1226
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1227

    
1228
def table_exists(db, table):
1229
    table = sql_gen.as_Table(table)
1230
    return list(tables(db, table.schema, table.name, exact=True)) != []
1231

    
1232
def function_exists(db, function):
1233
    function = sql_gen.as_Function(function)
1234
    
1235
    info_table = sql_gen.Table('routines', 'information_schema')
1236
    conds = [('routine_name', function.name)]
1237
    schema = function.schema
1238
    if schema != None: conds.append(('routine_schema', schema))
1239
    # Exclude trigger functions, since they cannot be called directly
1240
    conds.append(('data_type', sql_gen.CompareCond('trigger', '!=')))
1241
    
1242
    return list(values(select(db, info_table, ['routine_name'], conds,
1243
        order_by='routine_schema', limit=1, log_level=4))) != []
1244
        # TODO: order_by search_path schema order
1245

    
1246
def errors_table(db, table, if_exists=True):
1247
    '''
1248
    @param if_exists If set, returns None if the errors table doesn't exist
1249
    @return None|sql_gen.Table
1250
    '''
1251
    table = sql_gen.as_Table(table)
1252
    if table.srcs != (): table = table.srcs[0]
1253
    
1254
    errors_table = sql_gen.suffixed_table(table, '.errors')
1255
    if if_exists and not table_exists(db, errors_table): return None
1256
    return errors_table
1257

    
1258
##### Database management
1259

    
1260
def empty_db(db, schema='public', **kw_args):
1261
    '''For kw_args, see tables()'''
1262
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1263

    
1264
##### Heuristic queries
1265

    
1266
def put(db, table, row, pkey_=None, row_ct_ref=None):
1267
    '''Recovers from errors.
1268
    Only works under PostgreSQL (uses INSERT RETURNING).
1269
    '''
1270
    row = sql_gen.ColDict(db, table, row)
1271
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1272
    
1273
    try:
1274
        cur = insert(db, table, row, pkey_, recover=True)
1275
        if row_ct_ref != None and cur.rowcount >= 0:
1276
            row_ct_ref[0] += cur.rowcount
1277
        return value(cur)
1278
    except DuplicateKeyException, e:
1279
        row = sql_gen.ColDict(db, table,
1280
            util.dict_subset_right_join(row, e.cols))
1281
        return value(select(db, table, [pkey_], row, recover=True))
1282

    
1283
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1284
    '''Recovers from errors'''
1285
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1286
    except StopIteration:
1287
        if not create: raise
1288
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1289

    
1290
def is_func_result(col):
1291
    return col.table.name.find('(') >= 0 and col.name == 'result'
1292

    
1293
def into_table_name(out_table, in_tables0, mapping, is_func):
1294
    def in_col_str(in_col):
1295
        in_col = sql_gen.remove_col_rename(in_col)
1296
        if isinstance(in_col, sql_gen.Col):
1297
            table = in_col.table
1298
            if table == in_tables0:
1299
                in_col = sql_gen.to_name_only_col(in_col)
1300
            elif is_func_result(in_col): in_col = table # omit col name
1301
        return str(in_col)
1302
    
1303
    str_ = str(out_table)
1304
    if is_func:
1305
        str_ += '('
1306
        
1307
        try: value_in_col = mapping['value']
1308
        except KeyError:
1309
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1310
                for k, v in mapping.iteritems()))
1311
        else: str_ += in_col_str(value_in_col)
1312
        
1313
        str_ += ')'
1314
    else:
1315
        out_col = 'rank'
1316
        try: in_col = mapping[out_col]
1317
        except KeyError: str_ += '_pkeys'
1318
        else: # has a rank column, so hierarchical
1319
            str_ += '['+str(out_col)+'='+in_col_str(in_col)+']'
1320
    return str_
1321

    
1322
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1323
    default=None, is_func=False, on_error=exc.raise_):
1324
    '''Recovers from errors.
1325
    Only works under PostgreSQL (uses INSERT RETURNING).
1326
    IMPORTANT: Must be run at the *beginning* of a transaction.
1327
    @param in_tables The main input table to select from, followed by a list of
1328
        tables to join with it using the main input table's pkey
1329
    @param mapping dict(out_table_col=in_table_col, ...)
1330
        * out_table_col: str (*not* sql_gen.Col)
1331
        * in_table_col: sql_gen.Col|literal-value
1332
    @param into The table to contain the output and input pkeys.
1333
        Defaults to `out_table.name+'_pkeys'`.
1334
    @param default The *output* column to use as the pkey for missing rows.
1335
        If this output column does not exist in the mapping, uses None.
1336
    @param is_func Whether out_table is the name of a SQL function, not a table
1337
    @return sql_gen.Col Where the output pkeys are made available
1338
    '''
1339
    out_table = sql_gen.as_Table(out_table)
1340
    
1341
    def log_debug(msg): db.log_debug(msg, level=1.5)
1342
    def col_ustr(str_):
1343
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1344
    
1345
    log_debug('********** New iteration **********')
1346
    log_debug('Inserting these input columns into '+strings.as_tt(
1347
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1348
    
1349
    is_function = function_exists(db, out_table)
1350
    
1351
    if is_function: out_pkey = 'result'
1352
    else: out_pkey = pkey(db, out_table, recover=True)
1353
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1354
    
1355
    if mapping == {}: # need at least one column for INSERT SELECT
1356
        mapping = {out_pkey: None} # ColDict will replace with default value
1357
    
1358
    # Create input joins from list of input tables
1359
    in_tables_ = in_tables[:] # don't modify input!
1360
    in_tables0 = in_tables_.pop(0) # first table is separate
1361
    errors_table_ = errors_table(db, in_tables0)
1362
    in_pkey = pkey(db, in_tables0, recover=True)
1363
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1364
    input_joins = [in_tables0]+[sql_gen.Join(v,
1365
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1366
    
1367
    if into == None:
1368
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1369
    into = sql_gen.as_Table(into)
1370
    
1371
    # Set column sources
1372
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1373
    for col in in_cols:
1374
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1375
    
1376
    log_debug('Joining together input tables into temp table')
1377
    # Place in new table for speed and so don't modify input if values edited
1378
    in_table = sql_gen.Table('in')
1379
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1380
        preserve=[in_pkey_col], start=0))
1381
    input_joins = [in_table]
1382
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1383
    
1384
    mapping = sql_gen.ColDict(db, out_table, mapping)
1385
        # after applying dicts.join() because that returns a plain dict
1386
    
1387
    # Resolve default value column
1388
    if default != None:
1389
        try: default = mapping[default]
1390
        except KeyError:
1391
            db.log_debug('Default value column '
1392
                +strings.as_tt(strings.repr_no_u(default))
1393
                +' does not exist in mapping, falling back to None', level=2.1)
1394
            default = None
1395
    
1396
    pkeys_names = [in_pkey, out_pkey]
1397
    pkeys_cols = [in_pkey_col, out_pkey_col]
1398
    
1399
    pkeys_table_exists_ref = [False]
1400
    def insert_into_pkeys(joins, cols, distinct=False):
1401
        kw_args = {}
1402
        if distinct: kw_args.update(dict(distinct_on=[in_pkey_col]))
1403
        query = mk_select(db, joins, cols, order_by=None, start=0, **kw_args)
1404
        
1405
        if pkeys_table_exists_ref[0]:
1406
            insert_select(db, into, pkeys_names, query)
1407
        else:
1408
            run_query_into(db, query, into=into)
1409
            pkeys_table_exists_ref[0] = True
1410
    
1411
    limit_ref = [None]
1412
    conds = set()
1413
    distinct_on = sql_gen.ColDict(db, out_table)
1414
    def mk_main_select(joins, cols):
1415
        distinct_on_cols = [c.to_Col() for c in distinct_on.values()]
1416
        return mk_select(db, joins, cols, conds, distinct_on_cols,
1417
            limit=limit_ref[0], start=0)
1418
    
1419
    exc_strs = set()
1420
    def log_exc(e):
1421
        e_str = exc.str_(e, first_line_only=True)
1422
        log_debug('Caught exception: '+e_str)
1423
        assert e_str not in exc_strs # avoid infinite loops
1424
        exc_strs.add(e_str)
1425
    
1426
    def remove_all_rows():
1427
        log_debug('Ignoring all rows')
1428
        limit_ref[0] = 0 # just create an empty pkeys table
1429
    
1430
    def ignore(in_col, value, e):
1431
        track_data_error(db, errors_table_, in_col.srcs, value, e.cause.pgcode,
1432
            e.cause.pgerror)
1433
        log_debug('Ignoring rows with '+strings.as_tt(repr(in_col))+' = '
1434
            +strings.as_tt(repr(value)))
1435
    
1436
    def remove_rows(in_col, value, e):
1437
        ignore(in_col, value, e)
1438
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1439
        assert cond not in conds # avoid infinite loops
1440
        conds.add(cond)
1441
    
1442
    def invalid2null(in_col, value, e):
1443
        ignore(in_col, value, e)
1444
        update(db, in_table, [(in_col, None)],
1445
            sql_gen.ColValueCond(in_col, value))
1446
    
1447
    def insert_pkeys_table(which):
1448
        return sql_gen.Table(sql_gen.concat(in_table.name,
1449
            '_insert_'+which+'_pkeys'))
1450
    insert_out_pkeys = insert_pkeys_table('out')
1451
    insert_in_pkeys = insert_pkeys_table('in')
1452
    
1453
    # Do inserts and selects
1454
    join_cols = sql_gen.ColDict(db, out_table)
1455
    while True:
1456
        if limit_ref[0] == 0: # special case
1457
            log_debug('Creating an empty pkeys table')
1458
            cur = run_query_into(db, mk_select(db, out_table, [out_pkey],
1459
                limit=limit_ref[0]), into=insert_out_pkeys)
1460
            break # don't do main case
1461
        
1462
        has_joins = join_cols != {}
1463
        
1464
        log_debug('Trying to insert new rows')
1465
        
1466
        # Prepare to insert new rows
1467
        insert_joins = input_joins[:] # don't modify original!
1468
        insert_args = dict(recover=True, cacheable=False)
1469
        if has_joins:
1470
            insert_args.update(dict(ignore=True))
1471
        else:
1472
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1473
        main_select = mk_main_select(insert_joins, mapping.values())
1474
        
1475
        def main_insert():
1476
            if is_function:
1477
                log_debug('Calling function on input rows')
1478
                args = dict(((k.name, v) for k, v in mapping.iteritems()))
1479
                func_call = sql_gen.NamedCol(out_pkey,
1480
                    sql_gen.FunctionCall(out_table, **args))
1481
                insert_into_pkeys(input_joins, [in_pkey_col, func_call])
1482
                return None
1483
            else:
1484
                return insert_select(db, out_table, mapping.keys(), main_select,
1485
                    **insert_args)
1486
        
1487
        try:
1488
            cur = with_savepoint(db, main_insert)
1489
            break # insert successful
1490
        except MissingCastException, e:
1491
            log_exc(e)
1492
            
1493
            out_col = e.col
1494
            type_ = e.type
1495
            
1496
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
1497
                +strings.as_tt(type_))
1498
            mapping[out_col] = cast_temp_col(db, type_, mapping[out_col],
1499
                errors_table_)
1500
        except DuplicateKeyException, e:
1501
            log_exc(e)
1502
            
1503
            old_join_cols = join_cols.copy()
1504
            distinct_on.update(util.dict_subset(mapping, e.cols))
1505
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1506
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1507
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1508
            assert join_cols != old_join_cols # avoid infinite loops
1509
        except NullValueException, e:
1510
            log_exc(e)
1511
            
1512
            out_col, = e.cols
1513
            try: in_col = mapping[out_col]
1514
            except KeyError:
1515
                log_debug('Missing mapping for NOT NULL column '+out_col)
1516
                remove_all_rows()
1517
            else: remove_rows(in_col, None, e)
1518
        except FunctionValueException, e:
1519
            log_exc(e)
1520
            
1521
            func_name = e.name
1522
            value = e.value
1523
            for out_col, in_col in mapping.iteritems():
1524
                in_col = sql_gen.unwrap_func_call(in_col, func_name)
1525
                invalid2null(in_col, value, e)
1526
        except DatabaseErrors, e:
1527
            log_exc(e)
1528
            
1529
            log_debug('No handler for exception')
1530
            on_error(e)
1531
            remove_all_rows()
1532
        # after exception handled, rerun loop with additional constraints
1533
    
1534
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
1535
        row_ct_ref[0] += cur.rowcount
1536
    
1537
    if is_function: pass # pkeys table already created
1538
    elif has_joins:
1539
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1540
        log_debug('Getting output table pkeys of existing/inserted rows')
1541
        insert_into_pkeys(select_joins, pkeys_cols, distinct=True)
1542
    else:
1543
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1544
        
1545
        log_debug('Getting input table pkeys of inserted rows')
1546
        run_query_into(db, mk_main_select(input_joins, [in_pkey]),
1547
            into=insert_in_pkeys)
1548
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1549
        
1550
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1551
            insert_in_pkeys)
1552
        
1553
        log_debug('Combining output and input pkeys in inserted order')
1554
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1555
            {row_num_col: sql_gen.join_same_not_null})]
1556
        insert_into_pkeys(pkey_joins, pkeys_names)
1557
        
1558
        empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
1559
    
1560
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1561
    add_pkey(db, into)
1562
    
1563
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1564
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1565
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1566
        # must use join_same_not_null or query will take forever
1567
    insert_into_pkeys(missing_rows_joins,
1568
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1569
    
1570
    assert table_row_count(db, into) == table_row_count(db, in_table)
1571
    
1572
    empty_temp(db, in_table)
1573
    
1574
    srcs = []
1575
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
1576
    return sql_gen.Col(out_pkey, into, srcs)
1577

    
1578
##### Data cleanup
1579

    
1580
def cleanup_table(db, table, cols):
1581
    table = sql_gen.as_Table(table)
1582
    cols = map(sql_gen.as_Col, cols)
1583
    
1584
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1585
        +db.esc_value(r'\N')+')')
1586
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1587
        for v in cols]
1588
    
1589
    update(db, table, changes)
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