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# Database access
2

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

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

    
18
##### Exceptions
19

    
20
def get_cur_query(cur, input_query=None):
21
    raw_query = None
22
    if hasattr(cur, 'query'): raw_query = cur.query
23
    elif hasattr(cur, '_last_executed'): raw_query = cur._last_executed
24
    
25
    if raw_query != None: return raw_query
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    else: return '[input] '+strings.ustr(input_query)
27

    
28
def _add_cursor_info(e, *args, **kw_args):
29
    '''For params, see get_cur_query()'''
30
    exc.add_msg(e, 'query: '+strings.ustr(get_cur_query(*args, **kw_args)))
31

    
32
class DbException(exc.ExceptionWithCause):
33
    def __init__(self, msg, cause=None, cur=None):
34
        exc.ExceptionWithCause.__init__(self, msg, cause, cause_newline=True)
35
        if cur != None: _add_cursor_info(self, cur)
36

    
37
class ExceptionWithName(DbException):
38
    def __init__(self, name, cause=None):
39
        DbException.__init__(self, 'for name: '+strings.as_tt(str(name)), cause)
40
        self.name = name
41

    
42
class ExceptionWithNameValue(DbException):
43
    def __init__(self, name, value, cause=None):
44
        DbException.__init__(self, 'for name: '+strings.as_tt(str(name))
45
            +'; value: '+strings.as_tt(repr(value)), cause)
46
        self.name = name
47
        self.value = value
48

    
49
class ConstraintException(DbException):
50
    def __init__(self, name, cols, cause=None):
51
        DbException.__init__(self, 'Violated '+strings.as_tt(name)
52
            +' constraint on columns: '+strings.as_tt(', '.join(cols)), cause)
53
        self.name = name
54
        self.cols = cols
55

    
56
class MissingCastException(DbException):
57
    def __init__(self, type_, col, cause=None):
58
        DbException.__init__(self, 'Missing cast to type '+strings.as_tt(type_)
59
            +' on column: '+strings.as_tt(col), cause)
60
        self.type = type_
61
        self.col = col
62

    
63
class NameException(DbException): pass
64

    
65
class DuplicateKeyException(ConstraintException): pass
66

    
67
class NullValueException(ConstraintException): pass
68

    
69
class FunctionValueException(ExceptionWithNameValue): pass
70

    
71
class DuplicateTableException(ExceptionWithName): pass
72

    
73
class DuplicateFunctionException(ExceptionWithName): pass
74

    
75
class EmptyRowException(DbException): pass
76

    
77
##### Warnings
78

    
79
class DbWarning(UserWarning): pass
80

    
81
##### Result retrieval
82

    
83
def col_names(cur): return (col[0] for col in cur.description)
84

    
85
def rows(cur): return iter(lambda: cur.fetchone(), None)
86

    
87
def consume_rows(cur):
88
    '''Used to fetch all rows so result will be cached'''
89
    iters.consume_iter(rows(cur))
90

    
91
def next_row(cur): return rows(cur).next()
92

    
93
def row(cur):
94
    row_ = next_row(cur)
95
    consume_rows(cur)
96
    return row_
97

    
98
def next_value(cur): return next_row(cur)[0]
99

    
100
def value(cur): return row(cur)[0]
101

    
102
def values(cur): return iters.func_iter(lambda: next_value(cur))
103

    
104
def value_or_none(cur):
105
    try: return value(cur)
106
    except StopIteration: return None
107

    
108
##### Escaping
109

    
110
def esc_name_by_module(module, name):
111
    if module == 'psycopg2' or module == None: quote = '"'
112
    elif module == 'MySQLdb': quote = '`'
113
    else: raise NotImplementedError("Can't escape name for "+module+' database')
114
    return sql_gen.esc_name(name, quote)
115

    
116
def esc_name_by_engine(engine, name, **kw_args):
117
    return esc_name_by_module(db_engines[engine][0], name, **kw_args)
118

    
119
def esc_name(db, name, **kw_args):
120
    return esc_name_by_module(util.root_module(db.db), name, **kw_args)
121

    
122
def qual_name(db, schema, table):
123
    def esc_name_(name): return esc_name(db, name)
124
    table = esc_name_(table)
125
    if schema != None: return esc_name_(schema)+'.'+table
126
    else: return table
127

    
128
##### Database connections
129

    
130
db_config_names = ['engine', 'host', 'user', 'password', 'database', 'schemas']
131

    
132
db_engines = {
133
    'MySQL': ('MySQLdb', {'password': 'passwd', 'database': 'db'}),
134
    'PostgreSQL': ('psycopg2', {}),
135
}
136

    
137
DatabaseErrors_set = set([DbException])
138
DatabaseErrors = tuple(DatabaseErrors_set)
139

    
140
def _add_module(module):
141
    DatabaseErrors_set.add(module.DatabaseError)
142
    global DatabaseErrors
143
    DatabaseErrors = tuple(DatabaseErrors_set)
144

    
145
def db_config_str(db_config):
146
    return db_config['engine']+' database '+db_config['database']
147

    
148
log_debug_none = lambda msg, level=2: None
149

    
150
class DbConn:
151
    def __init__(self, db_config, autocommit=False, caching=True,
152
        log_debug=log_debug_none):
153
        self.db_config = db_config
154
        self.autocommit = autocommit
155
        self.caching = caching
156
        self.log_debug = log_debug
157
        self.debug = log_debug != log_debug_none
158
        
159
        self.__db = None
160
        self.query_results = {}
161
        self._savepoint = 0
162
        self._notices_seen = set()
163
    
164
    def __getattr__(self, name):
165
        if name == '__dict__': raise Exception('getting __dict__')
166
        if name == 'db': return self._db()
167
        else: raise AttributeError()
168
    
169
    def __getstate__(self):
170
        state = copy.copy(self.__dict__) # shallow copy
171
        state['log_debug'] = None # don't pickle the debug callback
172
        state['_DbConn__db'] = None # don't pickle the connection
173
        return state
174
    
175
    def connected(self): return self.__db != None
176
    
177
    def _db(self):
178
        if self.__db == None:
179
            # Process db_config
180
            db_config = self.db_config.copy() # don't modify input!
181
            schemas = db_config.pop('schemas', None)
182
            module_name, mappings = db_engines[db_config.pop('engine')]
183
            module = __import__(module_name)
184
            _add_module(module)
185
            for orig, new in mappings.iteritems():
186
                try: util.rename_key(db_config, orig, new)
187
                except KeyError: pass
188
            
189
            # Connect
190
            self.__db = module.connect(**db_config)
191
            
192
            # Configure connection
193
            if hasattr(self.db, 'set_isolation_level'):
194
                import psycopg2.extensions
195
                self.db.set_isolation_level(
196
                    psycopg2.extensions.ISOLATION_LEVEL_READ_COMMITTED)
197
            if schemas != None:
198
                search_path = [self.esc_name(s) for s in schemas.split(',')]
199
                search_path.append(value(run_query(self, 'SHOW search_path',
200
                    log_level=4)))
201
                run_query(self, 'SET search_path TO '+(','.join(search_path)),
202
                    log_level=3)
203
        
204
        return self.__db
205
    
206
    class DbCursor(Proxy):
207
        def __init__(self, outer):
208
            Proxy.__init__(self, outer.db.cursor())
209
            self.outer = outer
210
            self.query_results = outer.query_results
211
            self.query_lookup = None
212
            self.result = []
213
        
214
        def execute(self, query):
215
            self._is_insert = query.startswith('INSERT')
216
            self.query_lookup = query
217
            try:
218
                try:
219
                    cur = self.inner.execute(query)
220
                    self.outer.do_autocommit()
221
                finally: self.query = get_cur_query(self.inner, query)
222
            except Exception, e:
223
                _add_cursor_info(e, self, query)
224
                self.result = e # cache the exception as the result
225
                self._cache_result()
226
                raise
227
            if self.rowcount == 0 and query.startswith('SELECT'): # empty SELECT
228
                consume_rows(self) # fetch all rows so result will be cached
229
            return cur
230
        
231
        def fetchone(self):
232
            row = self.inner.fetchone()
233
            if row != None: self.result.append(row)
234
            # otherwise, fetched all rows
235
            else: self._cache_result()
236
            return row
237
        
238
        def _cache_result(self):
239
            # For inserts, only cache exceptions since inserts are not
240
            # idempotent, but an invalid insert will always be invalid
241
            if self.query_results != None and (not self._is_insert
242
                or isinstance(self.result, Exception)):
243
                
244
                assert self.query_lookup != None
245
                self.query_results[self.query_lookup] = self.CacheCursor(
246
                    util.dict_subset(dicts.AttrsDictView(self),
247
                    ['query', 'result', 'rowcount', 'description']))
248
        
249
        class CacheCursor:
250
            def __init__(self, cached_result): self.__dict__ = cached_result
251
            
252
            def execute(self, *args, **kw_args):
253
                if isinstance(self.result, Exception): raise self.result
254
                # otherwise, result is a rows list
255
                self.iter = iter(self.result)
256
            
257
            def fetchone(self):
258
                try: return self.iter.next()
259
                except StopIteration: return None
260
    
261
    def esc_value(self, value):
262
        try: str_ = self.mogrify('%s', [value])
263
        except NotImplementedError, e:
264
            module = util.root_module(self.db)
265
            if module == 'MySQLdb':
266
                import _mysql
267
                str_ = _mysql.escape_string(value)
268
            else: raise e
269
        return strings.to_unicode(str_)
270
    
271
    def esc_name(self, name): return esc_name(self, name) # calls global func
272
    
273
    def std_code(self, str_):
274
        '''Standardizes SQL code.
275
        * Ensures that string literals are prefixed by `E`
276
        '''
277
        if str_.startswith("'"): str_ = 'E'+str_
278
        return str_
279
    
280
    def can_mogrify(self):
281
        module = util.root_module(self.db)
282
        return module == 'psycopg2'
283
    
284
    def mogrify(self, query, params=None):
285
        if self.can_mogrify(): return self.db.cursor().mogrify(query, params)
286
        else: raise NotImplementedError("Can't mogrify query")
287
    
288
    def print_notices(self):
289
        if hasattr(self.db, 'notices'):
290
            for msg in self.db.notices:
291
                if msg not in self._notices_seen:
292
                    self._notices_seen.add(msg)
293
                    self.log_debug(msg, level=2)
294
    
295
    def run_query(self, query, cacheable=False, log_level=2,
296
        debug_msg_ref=None):
297
        '''
298
        @param log_ignore_excs The log_level will be increased by 2 if the query
299
            throws one of these exceptions.
300
        @param debug_msg_ref If specified, the log message will be returned in
301
            this instead of being output. This allows you to filter log messages
302
            depending on the result of the query.
303
        '''
304
        assert query != None
305
        
306
        if not self.caching: cacheable = False
307
        used_cache = False
308
        
309
        def log_msg(query):
310
            if used_cache: cache_status = 'cache hit'
311
            elif cacheable: cache_status = 'cache miss'
312
            else: cache_status = 'non-cacheable'
313
            return 'DB query: '+cache_status+':\n'+strings.as_code(query, 'SQL')
314
        
315
        try:
316
            # Get cursor
317
            if cacheable:
318
                try:
319
                    cur = self.query_results[query]
320
                    used_cache = True
321
                except KeyError: cur = self.DbCursor(self)
322
            else: cur = self.db.cursor()
323
            
324
            # Log query
325
            if self.debug and debug_msg_ref == None: # log before running
326
                self.log_debug(log_msg(query), log_level)
327
            
328
            # Run query
329
            cur.execute(query)
330
        finally:
331
            self.print_notices()
332
            if self.debug and debug_msg_ref != None: # return after running
333
                debug_msg_ref[0] = log_msg(str(get_cur_query(cur, query)))
334
        
335
        return cur
336
    
337
    def is_cached(self, query): return query in self.query_results
338
    
339
    def with_autocommit(self, func, autocommit=True):
340
        import psycopg2.extensions
341
        if autocommit:
342
            isolation_level = psycopg2.extensions.ISOLATION_LEVEL_AUTOCOMMIT
343
        else: isolation_level = psycopg2.extensions.ISOLATION_LEVEL_SERIALIZABLE
344
        
345
        prev_isolation_level = self.db.isolation_level
346
        self.db.set_isolation_level(isolation_level)
347
        try: return func()
348
        finally: self.db.set_isolation_level(prev_isolation_level)
349
    
350
    def with_savepoint(self, func):
351
        savepoint = 'level_'+str(self._savepoint)
352
        self.run_query('SAVEPOINT '+savepoint, log_level=4)
353
        self._savepoint += 1
354
        try:
355
            try: return_val = func()
356
            finally:
357
                self._savepoint -= 1
358
                assert self._savepoint >= 0
359
        except:
360
            self.run_query('ROLLBACK TO SAVEPOINT '+savepoint, log_level=4)
361
            raise
362
        else:
363
            self.run_query('RELEASE SAVEPOINT '+savepoint, log_level=4)
364
            self.do_autocommit()
365
            return return_val
366
    
367
    def do_autocommit(self):
368
        '''Autocommits if outside savepoint'''
369
        assert self._savepoint >= 0
370
        if self.autocommit and self._savepoint == 0:
371
            self.log_debug('Autocommitting')
372
            self.db.commit()
373
    
374
    def col_info(self, col):
375
        table = sql_gen.Table('columns', 'information_schema')
376
        cols = ['data_type', 'column_default',
377
            cast(self, 'boolean', 'is_nullable')]
378
        
379
        conds = [('table_name', col.table.name), ('column_name', col.name)]
380
        schema = col.table.schema
381
        if schema != None: conds.append(('table_schema', schema))
382
        
383
        type_, default, nullable = row(select(self, table, cols, conds,
384
            order_by='table_schema', limit=1, log_level=4))
385
            # TODO: order_by search_path schema order
386
        default = sql_gen.as_Code(default, self)
387
        
388
        return sql_gen.TypedCol(col.name, type_, default, nullable)
389

    
390
connect = DbConn
391

    
392
##### Recoverable querying
393

    
394
def with_savepoint(db, func): return db.with_savepoint(func)
395

    
396
def run_query(db, query, recover=None, cacheable=False, log_level=2,
397
    log_ignore_excs=None, **kw_args):
398
    '''For params, see DbConn.run_query()'''
399
    if recover == None: recover = False
400
    if log_ignore_excs == None: log_ignore_excs = ()
401
    log_ignore_excs = tuple(log_ignore_excs)
402
    
403
    debug_msg_ref = None # usually, db.run_query() logs query before running it
404
    # But if filtering with log_ignore_excs, wait until after exception parsing
405
    if log_ignore_excs != () or not db.can_mogrify(): debug_msg_ref = [None] 
406
    
407
    try:
408
        try:
409
            def run(): return db.run_query(query, cacheable, log_level,
410
                debug_msg_ref, **kw_args)
411
            if recover and not db.is_cached(query):
412
                return with_savepoint(db, run)
413
            else: return run() # don't need savepoint if cached
414
        except Exception, e:
415
            if not recover: raise # need savepoint to run index_cols()
416
            msg = exc.str_(e)
417
            
418
            match = re.search(r'duplicate key value violates unique constraint '
419
                r'"((_?[^\W_]+)_.+?)"', msg)
420
            if match:
421
                constraint, table = match.groups()
422
                try: cols = index_cols(db, table, constraint)
423
                except NotImplementedError: raise e
424
                else: raise DuplicateKeyException(constraint, cols, e)
425
            
426
            match = re.search(r'null value in column "(.+?)" violates not-null'
427
                r' constraint', msg)
428
            if match: raise NullValueException('NOT NULL', [match.group(1)], e)
429
            
430
            match = re.search(r'\b(?:invalid input (?:syntax|value)\b.*?'
431
                r'|date/time field value out of range): "(.+?)"\n'
432
                r'(?:(?s).*?)\bfunction "(.+?)"', msg)
433
            if match:
434
                value, name = match.groups()
435
                raise FunctionValueException(name, strings.to_unicode(value), e)
436
            
437
            match = re.search(r'column "(.+?)" is of type (.+?) but expression '
438
                r'is of type', msg)
439
            if match:
440
                col, type_ = match.groups()
441
                raise MissingCastException(type_, col, e)
442
            
443
            match = re.search(r'relation "(.+?)" already exists', msg)
444
            if match: raise DuplicateTableException(match.group(1), e)
445
            
446
            match = re.search(r'function "(.+?)" already exists', msg)
447
            if match: raise DuplicateFunctionException(match.group(1), e)
448
            
449
            raise # no specific exception raised
450
    except log_ignore_excs:
451
        log_level += 2
452
        raise
453
    finally:
454
        if debug_msg_ref != None and debug_msg_ref[0] != None:
455
            db.log_debug(debug_msg_ref[0], log_level)
456

    
457
##### Basic queries
458

    
459
def next_version(name):
460
    version = 1 # first existing name was version 0
461
    match = re.match(r'^(.*)#(\d+)$', name)
462
    if match:
463
        name, version = match.groups()
464
        version = int(version)+1
465
    return sql_gen.add_suffix(name, '#'+str(version))
466

    
467
def lock_table(db, table, mode):
468
    table = sql_gen.as_Table(table)
469
    run_query(db, 'LOCK TABLE '+table.to_str(db)+' IN '+mode+' MODE')
470

    
471
def run_query_into(db, query, into=None, add_indexes_=False, **kw_args):
472
    '''Outputs a query to a temp table.
473
    For params, see run_query().
474
    '''
475
    if into == None: return run_query(db, query, **kw_args)
476
    
477
    assert isinstance(into, sql_gen.Table)
478
    
479
    kw_args['recover'] = True
480
    kw_args.setdefault('log_ignore_excs', (DuplicateTableException,))
481
    
482
    temp = not db.autocommit # tables are permanent in autocommit mode
483
    # "temporary tables cannot specify a schema name", so remove schema
484
    if temp: into.schema = None
485
    
486
    # Create table
487
    while True:
488
        create_query = 'CREATE'
489
        if temp: create_query += ' TEMP'
490
        create_query += ' TABLE '+into.to_str(db)+' AS\n'+query
491
        
492
        try:
493
            cur = run_query(db, create_query, **kw_args)
494
                # CREATE TABLE AS sets rowcount to # rows in query
495
            break
496
        except DuplicateTableException, e:
497
            into.name = next_version(into.name)
498
            # try again with next version of name
499
    
500
    if add_indexes_: add_indexes(db, into)
501
    
502
    return cur
503

    
504
order_by_pkey = object() # tells mk_select() to order by the pkey
505

    
506
distinct_on_all = object() # tells mk_select() to SELECT DISTINCT ON all columns
507

    
508
def mk_select(db, tables, fields=None, conds=None, distinct_on=[], limit=None,
509
    start=None, order_by=order_by_pkey, default_table=None):
510
    '''
511
    @param tables The single table to select from, or a list of tables to join
512
        together, with tables after the first being sql_gen.Join objects
513
    @param fields Use None to select all fields in the table
514
    @param conds WHERE conditions: [(compare_left_side, compare_right_side),...]
515
        * container can be any iterable type
516
        * compare_left_side: sql_gen.Code|str (for col name)
517
        * compare_right_side: sql_gen.ValueCond|literal value
518
    @param distinct_on The columns to SELECT DISTINCT ON, or distinct_on_all to
519
        use all columns
520
    @return query
521
    '''
522
    # Parse tables param
523
    if not lists.is_seq(tables): tables = [tables]
524
    tables = list(tables) # don't modify input! (list() copies input)
525
    table0 = sql_gen.as_Table(tables.pop(0)) # first table is separate
526
    
527
    # Parse other params
528
    if conds == None: conds = []
529
    elif dicts.is_dict(conds): conds = conds.items()
530
    conds = list(conds) # don't modify input! (list() copies input)
531
    assert limit == None or type(limit) == int
532
    assert start == None or type(start) == int
533
    if order_by is order_by_pkey:
534
        if distinct_on != []: order_by = None
535
        else: order_by = pkey(db, table0, recover=True)
536
    
537
    query = 'SELECT'
538
    
539
    def parse_col(col): return sql_gen.as_Col(col, default_table).to_str(db)
540
    
541
    # DISTINCT ON columns
542
    if distinct_on != []:
543
        query += '\nDISTINCT'
544
        if distinct_on is not distinct_on_all:
545
            query += ' ON ('+(', '.join(map(parse_col, distinct_on)))+')'
546
    
547
    # Columns
548
    query += '\n'
549
    if fields == None: query += '*'
550
    else:
551
        assert fields != []
552
        query += '\n, '.join(map(parse_col, fields))
553
    
554
    # Main table
555
    query += '\nFROM '+table0.to_str(db)
556
    
557
    # Add joins
558
    left_table = table0
559
    for join_ in tables:
560
        table = join_.table
561
        
562
        # Parse special values
563
        if join_.type_ is sql_gen.filter_out: # filter no match
564
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
565
                sql_gen.CompareCond(None, '~=')))
566
            # Prevent concurrent duplicate keys when used with INSERT SELECT
567
            lock_table(db, sql_gen.underlying_table(table), 'EXCLUSIVE')
568
        
569
        query += '\n'+join_.to_str(db, left_table)
570
        
571
        left_table = table
572
    
573
    missing = True
574
    if conds != []:
575
        if len(conds) == 1: whitespace = ' '
576
        else: whitespace = '\n'
577
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
578
            .to_str(db) for l, r in conds], 'WHERE')
579
        missing = False
580
    if order_by != None:
581
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
582
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
583
    if start != None:
584
        if start != 0: query += '\nOFFSET '+str(start)
585
        missing = False
586
    if missing: warnings.warn(DbWarning(
587
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
588
    
589
    return query
590

    
591
def select(db, *args, **kw_args):
592
    '''For params, see mk_select() and run_query()'''
593
    recover = kw_args.pop('recover', None)
594
    cacheable = kw_args.pop('cacheable', True)
595
    log_level = kw_args.pop('log_level', 2)
596
    
597
    return run_query(db, mk_select(db, *args, **kw_args), recover, cacheable,
598
        log_level=log_level)
599

    
600
def mk_insert_select(db, table, cols=None, select_query=None, returning=None,
601
    embeddable=False):
602
    '''
603
    @param returning str|None An inserted column (such as pkey) to return
604
    @param embeddable Whether the query should be embeddable as a nested SELECT.
605
        Warning: If you set this and cacheable=True when the query is run, the
606
        query will be fully cached, not just if it raises an exception.
607
    '''
608
    table = sql_gen.remove_table_rename(sql_gen.as_Table(table))
609
    if cols == []: cols = None # no cols (all defaults) = unknown col names
610
    if cols != None:
611
        cols = [sql_gen.to_name_only_col(v, table).to_str(db) for v in cols]
612
    if select_query == None: select_query = 'DEFAULT VALUES'
613
    if returning != None: returning = sql_gen.as_Col(returning, table)
614
    
615
    # Build query
616
    first_line = 'INSERT INTO '+table.to_str(db)
617
    query = first_line
618
    if cols != None: query += '\n('+', '.join(cols)+')'
619
    query += '\n'+select_query
620
    
621
    if returning != None:
622
        query += '\nRETURNING '+sql_gen.to_name_only_col(returning).to_str(db)
623
    
624
    if embeddable:
625
        assert returning != None
626
        
627
        # Create function
628
        function_name = sql_gen.clean_name(first_line)
629
        return_type = 'SETOF '+returning.to_str(db)+'%TYPE'
630
        while True:
631
            try:
632
                function = sql_gen.TempFunction(function_name, db.autocommit)
633
                
634
                function_query = '''\
635
CREATE FUNCTION '''+function.to_str(db)+'''()
636
RETURNS '''+return_type+'''
637
LANGUAGE sql
638
AS $$
639
'''+query+''';
640
$$;
641
'''
642
                run_query(db, function_query, recover=True, cacheable=True,
643
                    log_ignore_excs=(DuplicateFunctionException,))
644
                break # this version was successful
645
            except DuplicateFunctionException, e:
646
                function_name = next_version(function_name)
647
                # try again with next version of name
648
        
649
        # Return query that uses function
650
        func_table = sql_gen.NamedTable('f', sql_gen.FunctionCall(function),
651
            [returning]) # AS clause requires function alias
652
        return mk_select(db, func_table, start=0, order_by=None)
653
    
654
    return query
655

    
656
def insert_select(db, *args, **kw_args):
657
    '''For params, see mk_insert_select() and run_query_into()
658
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
659
        values in
660
    '''
661
    into = kw_args.pop('into', None)
662
    if into != None: kw_args['embeddable'] = True
663
    recover = kw_args.pop('recover', None)
664
    cacheable = kw_args.pop('cacheable', True)
665
    log_level = kw_args.pop('log_level', 2)
666
    
667
    return run_query_into(db, mk_insert_select(db, *args, **kw_args), into,
668
        recover=recover, cacheable=cacheable, log_level=log_level)
669

    
670
default = sql_gen.default # tells insert() to use the default value for a column
671

    
672
def insert(db, table, row, *args, **kw_args):
673
    '''For params, see insert_select()'''
674
    if lists.is_seq(row): cols = None
675
    else:
676
        cols = row.keys()
677
        row = row.values()
678
    row = list(row) # ensure that "== []" works
679
    
680
    if row == []: query = None
681
    else: query = sql_gen.Values(row).to_str(db)
682
    
683
    return insert_select(db, table, cols, query, *args, **kw_args)
684

    
685
def mk_update(db, table, changes=None, cond=None):
686
    '''
687
    @param changes [(col, new_value),...]
688
        * container can be any iterable type
689
        * col: sql_gen.Code|str (for col name)
690
        * new_value: sql_gen.Code|literal value
691
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
692
    @return str query
693
    '''
694
    query = 'UPDATE '+sql_gen.as_Table(table).to_str(db)+'\nSET\n'
695
    query += ',\n'.join((sql_gen.to_name_only_col(col, table).to_str(db)+' = '
696
        +sql_gen.as_Value(new_value).to_str(db) for col, new_value in changes))
697
    if cond != None: query += '\nWHERE\n'+cond.to_str(db)
698
    
699
    return query
700

    
701
def update(db, *args, **kw_args):
702
    '''For params, see mk_update() and run_query()'''
703
    recover = kw_args.pop('recover', None)
704
    
705
    return run_query(db, mk_update(db, *args, **kw_args), recover)
706

    
707
def last_insert_id(db):
708
    module = util.root_module(db.db)
709
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
710
    elif module == 'MySQLdb': return db.insert_id()
711
    else: return None
712

    
713
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
714
    '''Creates a mapping from original column names (which may have collisions)
715
    to names that will be distinct among the columns' tables.
716
    This is meant to be used for several tables that are being joined together.
717
    @param cols The columns to combine. Duplicates will be removed.
718
    @param into The table for the new columns.
719
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
720
        columns will be included in the mapping even if they are not in cols.
721
        The tables of the provided Col objects will be changed to into, so make
722
        copies of them if you want to keep the original tables.
723
    @param as_items Whether to return a list of dict items instead of a dict
724
    @return dict(orig_col=new_col, ...)
725
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
726
        * new_col: sql_gen.Col(orig_col_name, into)
727
        * All mappings use the into table so its name can easily be
728
          changed for all columns at once
729
    '''
730
    cols = lists.uniqify(cols)
731
    
732
    items = []
733
    for col in preserve:
734
        orig_col = copy.copy(col)
735
        col.table = into
736
        items.append((orig_col, col))
737
    preserve = set(preserve)
738
    for col in cols:
739
        if col not in preserve:
740
            items.append((col, sql_gen.Col(str(col), into, col.srcs)))
741
    
742
    if not as_items: items = dict(items)
743
    return items
744

    
745
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
746
    '''For params, see mk_flatten_mapping()
747
    @return See return value of mk_flatten_mapping()
748
    '''
749
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
750
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
751
    run_query_into(db, mk_select(db, joins, cols, limit=limit, start=start),
752
        into=into, add_indexes_=True)
753
    return dict(items)
754

    
755
def mk_track_data_error(db, errors_table, cols, value, error_code, error):
756
    assert cols != ()
757
    
758
    cols = map(sql_gen.to_name_only_col, cols)
759
    
760
    columns_cols = ['column']
761
    columns = sql_gen.NamedValues('columns', columns_cols,
762
        [[c.name] for c in cols])
763
    values_cols = ['value', 'error_code', 'error']
764
    values = sql_gen.NamedValues('values', values_cols,
765
        [value, error_code, error])
766
    
767
    select_cols = columns_cols+values_cols
768
    name_only_cols = map(sql_gen.to_name_only_col, select_cols)
769
    errors_table = sql_gen.NamedTable('errors', errors_table)
770
    joins = [columns, sql_gen.Join(values, type_='CROSS'),
771
        sql_gen.Join(errors_table, dict(zip(name_only_cols, select_cols)),
772
        sql_gen.filter_out)]
773
    
774
    return mk_insert_select(db, errors_table, name_only_cols,
775
        mk_select(db, joins, select_cols, order_by=None))
776

    
777
def track_data_error(db, errors_table, cols, *args, **kw_args):
778
    '''
779
    @param errors_table If None, does nothing.
780
    '''
781
    if errors_table == None or cols == (): return
782
    run_query(db, mk_track_data_error(db, errors_table, cols, *args, **kw_args),
783
        cacheable=True, log_level=4)
784

    
785
def cast(db, type_, col, errors_table=None):
786
    '''Casts an (unrenamed) column or value.
787
    If errors_table set and col has srcs, saves errors in errors_table (using
788
    col's srcs attr as the source columns) and converts errors to warnings.
789
    @param col str|sql_gen.Col|sql_gen.Literal
790
    @param errors_table None|sql_gen.Table|str
791
    '''
792
    col = sql_gen.as_Col(col)
793
    save_errors = (errors_table != None and isinstance(col, sql_gen.Col)
794
        and col.srcs != ())
795
    if not save_errors: # can't save errors
796
        return sql_gen.CustomCode(col.to_str(db)+'::'+type_) # just cast
797
    
798
    assert not isinstance(col, sql_gen.NamedCol)
799
    
800
    errors_table = sql_gen.as_Table(errors_table)
801
    srcs = map(sql_gen.to_name_only_col, col.srcs)
802
    function_name = str(sql_gen.FunctionCall(type_, *srcs))
803
    function = sql_gen.TempFunction(function_name, db.autocommit)
804
    
805
    while True:
806
        # Create function definition
807
        query = '''\
808
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
809
RETURNS '''+type_+'''
810
LANGUAGE plpgsql
811
STRICT
812
AS $$
813
BEGIN
814
    /* The explicit cast to the return type is needed to make the cast happen
815
    inside the try block. (Implicit casts to the return type happen at the end
816
    of the function, outside any block.) */
817
    RETURN value::'''+type_+''';
818
EXCEPTION
819
    WHEN data_exception THEN
820
        -- Save error in errors table.
821
        -- Insert the value and error for *each* source column.
822
'''+mk_track_data_error(db, errors_table, srcs,
823
    *map(sql_gen.CustomCode, ['value', 'SQLSTATE', 'SQLERRM']))+''';
824
        
825
        RAISE WARNING '%', SQLERRM;
826
        RETURN NULL;
827
END;
828
$$;
829
'''
830
        
831
        # Create function
832
        try:
833
            run_query(db, query, recover=True, cacheable=True,
834
                log_ignore_excs=(DuplicateFunctionException,))
835
            break # successful
836
        except DuplicateFunctionException:
837
            function.name = next_version(function.name)
838
            # try again with next version of name
839
    
840
    return sql_gen.FunctionCall(function, col)
841

    
842
##### Database structure queries
843

    
844
def table_row_count(db, table, recover=None):
845
    return value(run_query(db, mk_select(db, table, [sql_gen.row_count],
846
        order_by=None, start=0), recover=recover, log_level=3))
847

    
848
def table_cols(db, table, recover=None):
849
    return list(col_names(select(db, table, limit=0, order_by=None,
850
        recover=recover, log_level=4)))
851

    
852
def pkey(db, table, recover=None):
853
    '''Assumed to be first column in table'''
854
    return table_cols(db, table, recover)[0]
855

    
856
not_null_col = 'not_null_col'
857

    
858
def table_not_null_col(db, table, recover=None):
859
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
860
    if not_null_col in table_cols(db, table, recover): return not_null_col
861
    else: return pkey(db, table, recover)
862

    
863
def index_cols(db, table, index):
864
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
865
    automatically created. When you don't know whether something is a UNIQUE
866
    constraint or a UNIQUE index, use this function.'''
867
    module = util.root_module(db.db)
868
    if module == 'psycopg2':
869
        return list(values(run_query(db, '''\
870
SELECT attname
871
FROM
872
(
873
        SELECT attnum, attname
874
        FROM pg_index
875
        JOIN pg_class index ON index.oid = indexrelid
876
        JOIN pg_class table_ ON table_.oid = indrelid
877
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
878
        WHERE
879
            table_.relname = '''+db.esc_value(table)+'''
880
            AND index.relname = '''+db.esc_value(index)+'''
881
    UNION
882
        SELECT attnum, attname
883
        FROM
884
        (
885
            SELECT
886
                indrelid
887
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
888
                    AS indkey
889
            FROM pg_index
890
            JOIN pg_class index ON index.oid = indexrelid
891
            JOIN pg_class table_ ON table_.oid = indrelid
892
            WHERE
893
                table_.relname = '''+db.esc_value(table)+'''
894
                AND index.relname = '''+db.esc_value(index)+'''
895
        ) s
896
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
897
) s
898
ORDER BY attnum
899
'''
900
            , cacheable=True, log_level=4)))
901
    else: raise NotImplementedError("Can't list index columns for "+module+
902
        ' database')
903

    
904
def constraint_cols(db, table, constraint):
905
    module = util.root_module(db.db)
906
    if module == 'psycopg2':
907
        return list(values(run_query(db, '''\
908
SELECT attname
909
FROM pg_constraint
910
JOIN pg_class ON pg_class.oid = conrelid
911
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
912
WHERE
913
    relname = '''+db.esc_value(table)+'''
914
    AND conname = '''+db.esc_value(constraint)+'''
915
ORDER BY attnum
916
'''
917
            )))
918
    else: raise NotImplementedError("Can't list constraint columns for "+module+
919
        ' database')
920

    
921
row_num_col = '_row_num'
922

    
923
def add_index(db, exprs, table=None, unique=False, ensure_not_null=True):
924
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
925
    Currently, only function calls are supported as expressions.
926
    @param ensure_not_null If set, translates NULL values to sentinel values.
927
        This allows indexes to be used for comparisons where NULLs are equal.
928
    '''
929
    if not lists.is_seq(exprs): exprs = [exprs]
930
    
931
    # Parse exprs
932
    old_exprs = exprs[:]
933
    exprs = []
934
    cols = []
935
    for i, expr in enumerate(old_exprs):
936
        expr = copy.deepcopy(expr) # don't modify input!
937
        expr = sql_gen.as_Col(expr, table)
938
        
939
        # Handle nullable columns
940
        if ensure_not_null:
941
            try: expr = sql_gen.ensure_not_null(db, expr)
942
            except KeyError: pass # unknown type, so just create plain index
943
        
944
        # Extract col
945
        if isinstance(expr, sql_gen.FunctionCall):
946
            col = expr.args[0]
947
            expr = sql_gen.Expr(expr)
948
        else: col = expr
949
        assert isinstance(col, sql_gen.Col)
950
        
951
        # Extract table
952
        if table == None:
953
            assert sql_gen.is_table_col(col)
954
            table = col.table
955
        
956
        col.table = None
957
        
958
        exprs.append(expr)
959
        cols.append(col)
960
    
961
    table = sql_gen.as_Table(table)
962
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
963
    
964
    str_ = 'CREATE'
965
    if unique: str_ += ' UNIQUE'
966
    str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
967
        ', '.join((v.to_str(db) for v in exprs)))+')'
968
    
969
    try: run_query(db, str_, recover=True, cacheable=True, log_level=3)
970
    except DuplicateTableException: pass # index already existed
971

    
972
def add_pkey(db, table, cols=None, recover=None):
973
    '''Adds a primary key.
974
    @param cols [sql_gen.Col,...] The columns in the primary key.
975
        Defaults to the first column in the table.
976
    @pre The table must not already have a primary key.
977
    '''
978
    table = sql_gen.as_Table(table)
979
    if cols == None: cols = [pkey(db, table, recover)]
980
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
981
    
982
    run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD PRIMARY KEY ('
983
        +(', '.join(col_strs))+')', recover=True, cacheable=True, log_level=3,
984
        log_ignore_excs=(DuplicateTableException,))
985

    
986
already_indexed = object() # tells add_indexes() the pkey has already been added
987

    
988
def add_indexes(db, table, has_pkey=True):
989
    '''Adds an index on all columns in a table.
990
    @param has_pkey bool|already_indexed Whether a pkey instead of a regular
991
        index should be added on the first column.
992
        * If already_indexed, the pkey is assumed to have already been added
993
    '''
994
    cols = table_cols(db, table)
995
    if has_pkey:
996
        if has_pkey is not already_indexed: add_pkey(db, table)
997
        cols = cols[1:]
998
    for col in cols: add_index(db, col, table)
999

    
1000
def add_row_num(db, table):
1001
    '''Adds a row number column to a table. Its name is in row_num_col. It will
1002
    be the primary key.'''
1003
    table = sql_gen.as_Table(table).to_str(db)
1004
    run_query(db, 'ALTER TABLE '+table+' ADD COLUMN '+row_num_col
1005
        +' serial NOT NULL PRIMARY KEY', log_level=3)
1006

    
1007
def drop_table(db, table):
1008
    table = sql_gen.as_Table(table)
1009
    return run_query(db, 'DROP TABLE IF EXISTS '+table.to_str(db)+' CASCADE')
1010

    
1011
def create_table(db, table, cols, has_pkey=True, col_indexes=True):
1012
    '''Creates a table.
1013
    @param cols [sql_gen.TypedCol,...] The column names and types
1014
    @param has_pkey If set, the first column becomes the primary key.
1015
    @param col_indexes bool|[ref]
1016
        * If True, indexes will be added on all non-pkey columns.
1017
        * If a list reference, [0] will be set to a function to do this.
1018
          This can be used to delay index creation until the table is populated.
1019
    '''
1020
    table = sql_gen.as_Table(table)
1021
    
1022
    if has_pkey:
1023
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
1024
        pkey.constraints = 'PRIMARY KEY'
1025
    
1026
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
1027
    str_ += '\n, '.join(v.to_str(db) for v in cols)
1028
    str_ += '\n);\n'
1029
    run_query(db, str_, cacheable=True, log_level=2)
1030
    
1031
    # Add indexes
1032
    if has_pkey: has_pkey = already_indexed
1033
    def add_indexes_(): add_indexes(db, table, has_pkey)
1034
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes_ # defer
1035
    elif col_indexes: add_indexes_() # add now
1036

    
1037
def vacuum(db, table):
1038
    table = sql_gen.as_Table(table)
1039
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1040
        log_level=3))
1041

    
1042
def truncate(db, table, schema='public'):
1043
    table = sql_gen.as_Table(table, schema)
1044
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE')
1045

    
1046
def tables(db, schema_like='public', table_like='%', exact=False):
1047
    if exact: compare = '='
1048
    else: compare = 'LIKE'
1049
    
1050
    module = util.root_module(db.db)
1051
    if module == 'psycopg2':
1052
        conds = [('schemaname', sql_gen.CompareCond(schema_like, compare)),
1053
            ('tablename', sql_gen.CompareCond(table_like, compare))]
1054
        return values(select(db, 'pg_tables', ['tablename'], conds,
1055
            order_by='tablename', log_level=4))
1056
    elif module == 'MySQLdb':
1057
        return values(run_query(db, 'SHOW TABLES LIKE '+db.esc_value(table_like)
1058
            , cacheable=True, log_level=4))
1059
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1060

    
1061
def table_exists(db, table):
1062
    table = sql_gen.as_Table(table)
1063
    return list(tables(db, table.schema, table.name, exact=True)) != []
1064

    
1065
def errors_table(db, table, if_exists=True):
1066
    '''
1067
    @param if_exists If set, returns None if the errors table doesn't exist
1068
    @return None|sql_gen.Table
1069
    '''
1070
    table = sql_gen.as_Table(table)
1071
    if table.srcs != (): table = table.srcs[0]
1072
    
1073
    errors_table = sql_gen.suffixed_table(table, '.errors')
1074
    if if_exists and not table_exists(db, errors_table): return None
1075
    return errors_table
1076

    
1077
##### Database management
1078

    
1079
def empty_db(db, schema='public', **kw_args):
1080
    '''For kw_args, see tables()'''
1081
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1082

    
1083
##### Heuristic queries
1084

    
1085
def put(db, table, row, pkey_=None, row_ct_ref=None):
1086
    '''Recovers from errors.
1087
    Only works under PostgreSQL (uses INSERT RETURNING).
1088
    '''
1089
    row = sql_gen.ColDict(db, table, row)
1090
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1091
    
1092
    try:
1093
        cur = insert(db, table, row, pkey_, recover=True)
1094
        if row_ct_ref != None and cur.rowcount >= 0:
1095
            row_ct_ref[0] += cur.rowcount
1096
        return value(cur)
1097
    except DuplicateKeyException, e:
1098
        row = sql_gen.ColDict(db, table,
1099
            util.dict_subset_right_join(row, e.cols))
1100
        return value(select(db, table, [pkey_], row, recover=True))
1101

    
1102
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1103
    '''Recovers from errors'''
1104
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1105
    except StopIteration:
1106
        if not create: raise
1107
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1108

    
1109
def is_func_result(col):
1110
    return col.table.name.find('(') >= 0 and col.name == 'result'
1111

    
1112
def into_table_name(out_table, in_tables0, mapping, is_func):
1113
    def in_col_str(in_col):
1114
        in_col = sql_gen.remove_col_rename(in_col)
1115
        if isinstance(in_col, sql_gen.Col):
1116
            table = in_col.table
1117
            if table == in_tables0:
1118
                in_col = sql_gen.to_name_only_col(in_col)
1119
            elif is_func_result(in_col): in_col = table # omit col name
1120
        return str(in_col)
1121
    
1122
    str_ = str(out_table)
1123
    if is_func:
1124
        str_ += '('
1125
        
1126
        try: value_in_col = mapping['value']
1127
        except KeyError:
1128
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1129
                for k, v in mapping.iteritems()))
1130
        else: str_ += in_col_str(value_in_col)
1131
        
1132
        str_ += ')'
1133
    else:
1134
        out_col = 'rank'
1135
        try: in_col = mapping[out_col]
1136
        except KeyError: str_ += '_pkeys'
1137
        else: # has a rank column, so hierarchical
1138
            str_ += '['+str(out_col)+'='+in_col_str(in_col)+']'
1139
    return str_
1140

    
1141
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1142
    default=None, is_func=False, on_error=exc.raise_):
1143
    '''Recovers from errors.
1144
    Only works under PostgreSQL (uses INSERT RETURNING).
1145
    @param in_tables The main input table to select from, followed by a list of
1146
        tables to join with it using the main input table's pkey
1147
    @param mapping dict(out_table_col=in_table_col, ...)
1148
        * out_table_col: str (*not* sql_gen.Col)
1149
        * in_table_col: sql_gen.Col|literal-value
1150
    @param into The table to contain the output and input pkeys.
1151
        Defaults to `out_table.name+'_pkeys'`.
1152
    @param default The *output* column to use as the pkey for missing rows.
1153
        If this output column does not exist in the mapping, uses None.
1154
    @param is_func Whether out_table is the name of a SQL function, not a table
1155
    @return sql_gen.Col Where the output pkeys are made available
1156
    '''
1157
    out_table = sql_gen.as_Table(out_table)
1158
    
1159
    def log_debug(msg): db.log_debug(msg, level=1.5)
1160
    def col_ustr(str_):
1161
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1162
    
1163
    out_pkey = pkey(db, out_table, recover=True)
1164
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1165
    
1166
    if mapping == {}: # need at least one column for INSERT SELECT
1167
        mapping = {out_pkey: None} # ColDict will replace with default value
1168
    
1169
    log_debug('********** New iteration **********')
1170
    log_debug('Inserting these input columns into '+strings.as_tt(
1171
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1172
    
1173
    # Create input joins from list of input tables
1174
    in_tables_ = in_tables[:] # don't modify input!
1175
    in_tables0 = in_tables_.pop(0) # first table is separate
1176
    errors_table_ = errors_table(db, in_tables0)
1177
    in_pkey = pkey(db, in_tables0, recover=True)
1178
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1179
    input_joins = [in_tables0]+[sql_gen.Join(v,
1180
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1181
    
1182
    if into == None:
1183
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1184
    into = sql_gen.as_Table(into)
1185
    
1186
    # Set column sources
1187
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1188
    for col in in_cols:
1189
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1190
    
1191
    log_debug('Joining together input tables into temp table')
1192
    # Place in new table for speed and so don't modify input if values edited
1193
    in_table = sql_gen.Table('in')
1194
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1195
        preserve=[in_pkey_col], start=0))
1196
    input_joins = [in_table]
1197
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1198
    
1199
    mapping = sql_gen.ColDict(db, out_table, mapping)
1200
        # after applying dicts.join() because that returns a plain dict
1201
    
1202
    # Resolve default value column
1203
    if default != None:
1204
        try: default = mapping[default]
1205
        except KeyError:
1206
            db.log_debug('Default value column '
1207
                +strings.as_tt(strings.repr_no_u(default))
1208
                +' does not exist in mapping, falling back to None', level=2.1)
1209
            default = None
1210
    
1211
    pkeys_names = [in_pkey, out_pkey]
1212
    pkeys_cols = [in_pkey_col, out_pkey_col]
1213
    
1214
    pkeys_table_exists_ref = [False]
1215
    def insert_into_pkeys(joins, cols):
1216
        query = mk_select(db, joins, cols, order_by=None, start=0)
1217
        if pkeys_table_exists_ref[0]:
1218
            insert_select(db, into, pkeys_names, query)
1219
        else:
1220
            run_query_into(db, query, into=into)
1221
            pkeys_table_exists_ref[0] = True
1222
    
1223
    limit_ref = [None]
1224
    conds = set()
1225
    distinct_on = sql_gen.ColDict(db, out_table)
1226
    def mk_main_select(joins, cols):
1227
        distinct_on_cols = [c.to_Col() for c in distinct_on.values()]
1228
        return mk_select(db, joins, cols, conds, distinct_on_cols,
1229
            limit=limit_ref[0], start=0)
1230
    
1231
    exc_strs = set()
1232
    def log_exc(e):
1233
        e_str = exc.str_(e, first_line_only=True)
1234
        log_debug('Caught exception: '+e_str)
1235
        assert e_str not in exc_strs # avoid infinite loops
1236
        exc_strs.add(e_str)
1237
    
1238
    def remove_all_rows():
1239
        log_debug('Ignoring all rows')
1240
        limit_ref[0] = 0 # just create an empty pkeys table
1241
    
1242
    def ignore(in_col, value, e):
1243
        track_data_error(db, errors_table_, in_col.srcs, value, e.cause.pgcode,
1244
            e.cause.pgerror)
1245
        log_debug('Ignoring rows with '+strings.as_tt(repr(in_col))+' = '
1246
            +strings.as_tt(repr(value)))
1247
    
1248
    def remove_rows(in_col, value, e):
1249
        ignore(in_col, value, e)
1250
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1251
        assert cond not in conds # avoid infinite loops
1252
        conds.add(cond)
1253
    
1254
    def invalid2null(in_col, value, e):
1255
        ignore(in_col, value, e)
1256
        update(db, in_table, [(in_col, None)],
1257
            sql_gen.ColValueCond(in_col, value))
1258
    
1259
    def insert_pkeys_table(which):
1260
        return sql_gen.Table(sql_gen.add_suffix(in_table.name,
1261
            '_insert_'+which+'_pkeys'))
1262
    insert_out_pkeys = insert_pkeys_table('out')
1263
    insert_in_pkeys = insert_pkeys_table('in')
1264
    
1265
    # Do inserts and selects
1266
    join_cols = sql_gen.ColDict(db, out_table)
1267
    while True:
1268
        if limit_ref[0] == 0: # special case
1269
            log_debug('Creating an empty pkeys table')
1270
            cur = run_query_into(db, mk_select(db, out_table, [out_pkey],
1271
                limit=limit_ref[0]), into=insert_out_pkeys)
1272
            break # don't do main case
1273
        
1274
        has_joins = join_cols != {}
1275
        
1276
        log_debug('Trying to insert new rows')
1277
        
1278
        # Prepare to insert new rows
1279
        insert_joins = input_joins[:] # don't modify original!
1280
        insert_args = dict(recover=True, cacheable=False)
1281
        if has_joins:
1282
            insert_joins.append(sql_gen.Join(out_table, join_cols,
1283
                sql_gen.filter_out))
1284
        else:
1285
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1286
        main_select = mk_main_select(insert_joins, mapping.values())
1287
        
1288
        try:
1289
            cur = insert_select(db, out_table, mapping.keys(), main_select,
1290
                **insert_args)
1291
            break # insert successful
1292
        except DuplicateKeyException, e:
1293
            log_exc(e)
1294
            
1295
            old_join_cols = join_cols.copy()
1296
            distinct_on.update(util.dict_subset(mapping, e.cols))
1297
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1298
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1299
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1300
            assert join_cols != old_join_cols # avoid infinite loops
1301
        except NullValueException, e:
1302
            log_exc(e)
1303
            
1304
            out_col, = e.cols
1305
            try: in_col = mapping[out_col]
1306
            except KeyError:
1307
                log_debug('Missing mapping for NOT NULL column '+out_col)
1308
                remove_all_rows()
1309
            else: remove_rows(in_col, None, e)
1310
        except FunctionValueException, e:
1311
            log_exc(e)
1312
            
1313
            func_name = e.name
1314
            value = e.value
1315
            for out_col, in_col in mapping.iteritems():
1316
                in_col = sql_gen.unwrap_func_call(in_col, func_name)
1317
                invalid2null(in_col, value, e)
1318
        except MissingCastException, e:
1319
            log_exc(e)
1320
            
1321
            out_col = e.col
1322
            type_ = e.type
1323
            
1324
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
1325
                +strings.as_tt(type_))
1326
            def wrap_func(col): return cast(db, type_, col, errors_table_)
1327
            mapping[out_col] = sql_gen.wrap(wrap_func, mapping[out_col])
1328
        except DatabaseErrors, e:
1329
            log_exc(e)
1330
            
1331
            log_debug('No handler for exception')
1332
            on_error(e)
1333
            remove_all_rows()
1334
        # after exception handled, rerun loop with additional constraints
1335
    
1336
    if row_ct_ref != None and cur.rowcount >= 0:
1337
        row_ct_ref[0] += cur.rowcount
1338
    
1339
    if has_joins:
1340
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1341
        log_debug('Getting output table pkeys of existing/inserted rows')
1342
        insert_into_pkeys(select_joins, pkeys_cols)
1343
    else:
1344
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1345
        
1346
        log_debug('Getting input table pkeys of inserted rows')
1347
        run_query_into(db, mk_main_select(input_joins, [in_pkey]),
1348
            into=insert_in_pkeys)
1349
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1350
        
1351
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1352
            insert_in_pkeys)
1353
        
1354
        log_debug('Combining output and input pkeys in inserted order')
1355
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1356
            {row_num_col: sql_gen.join_same_not_null})]
1357
        insert_into_pkeys(pkey_joins, pkeys_names)
1358
    
1359
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1360
    add_pkey(db, into)
1361
    
1362
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1363
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1364
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1365
        # must use join_same_not_null or query will take forever
1366
    insert_into_pkeys(missing_rows_joins,
1367
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1368
    
1369
    assert table_row_count(db, into) == table_row_count(db, in_table)
1370
    
1371
    srcs = []
1372
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
1373
    return sql_gen.Col(out_pkey, into, srcs)
1374

    
1375
##### Data cleanup
1376

    
1377
def cleanup_table(db, table, cols):
1378
    table = sql_gen.as_Table(table)
1379
    cols = map(sql_gen.as_Col, cols)
1380
    
1381
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1382
        +db.esc_value(r'\N')+')')
1383
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1384
        for v in cols]
1385
    
1386
    update(db, table, changes)
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