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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, input_params=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)+' % '+repr(input_params)
27

    
28
def _add_cursor_info(e, *args, **kw_args):
29
    '''For params, see get_cur_query()'''
30
    exc.add_msg(e, 'query: '+str(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
def _query_lookup(query, params): return (query, dicts.make_hashable(params))
149

    
150
log_debug_none = lambda msg, level=2: None
151

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

    
379
connect = DbConn
380

    
381
##### Querying
382

    
383
def run_raw_query(db, *args, **kw_args):
384
    '''For params, see DbConn.run_query()'''
385
    return db.run_query(*args, **kw_args)
386

    
387
def mogrify(db, query, params):
388
    module = util.root_module(db.db)
389
    if module == 'psycopg2': return db.db.cursor().mogrify(query, params)
390
    else: raise NotImplementedError("Can't mogrify query for "+module+
391
        ' database')
392

    
393
##### Recoverable querying
394

    
395
def with_savepoint(db, func): return db.with_savepoint(func)
396

    
397
def run_query(db, query, params=None, recover=None, cacheable=False,
398
    log_level=2, log_ignore_excs=None, **kw_args):
399
    '''For params, see run_raw_query()'''
400
    if recover == None: recover = False
401
    if log_ignore_excs == None: log_ignore_excs = ()
402
    log_ignore_excs = tuple(log_ignore_excs)
403
    
404
    debug_msg_ref = None # usually, db.run_query() logs query before running it
405
    # But if filtering with log_ignore_excs, wait until after exception parsing
406
    if log_ignore_excs != () or not db.can_mogrify(): debug_msg_ref = [None] 
407
    
408
    try:
409
        try:
410
            def run(): return run_raw_query(db, query, params, cacheable,
411
                log_level, debug_msg_ref, **kw_args)
412
            if recover and not db.is_cached(query, params):
413
                return with_savepoint(db, run)
414
            else: return run() # don't need savepoint if cached
415
        except Exception, e:
416
            if not recover: raise # need savepoint to run index_cols()
417
            msg = exc.str_(e)
418
            
419
            match = re.search(r'duplicate key value violates unique constraint '
420
                r'"((_?[^\W_]+)_.+?)"', msg)
421
            if match:
422
                constraint, table = match.groups()
423
                try: cols = index_cols(db, table, constraint)
424
                except NotImplementedError: raise e
425
                else: raise DuplicateKeyException(constraint, cols, e)
426
            
427
            match = re.search(r'null value in column "(.+?)" violates not-null'
428
                r' constraint', msg)
429
            if match: raise NullValueException('NOT NULL', [match.group(1)], e)
430
            
431
            match = re.search(r'\b(?:invalid input (?:syntax|value)\b.*?'
432
                r'|date/time field value out of range): "(.+?)"\n'
433
                r'(?:(?s).*?)\bfunction "(.+?)"', msg)
434
            if match:
435
                value, name = match.groups()
436
                raise FunctionValueException(name, strings.to_unicode(value), e)
437
            
438
            match = re.search(r'column "(.+?)" is of type (.+?) but expression '
439
                r'is of type', msg)
440
            if match:
441
                col, type_ = match.groups()
442
                raise MissingCastException(type_, col, e)
443
            
444
            match = re.search(r'relation "(.+?)" already exists', msg)
445
            if match: raise DuplicateTableException(match.group(1), e)
446
            
447
            match = re.search(r'function "(.+?)" already exists', msg)
448
            if match: raise DuplicateFunctionException(match.group(1), e)
449
            
450
            raise # no specific exception raised
451
    except log_ignore_excs:
452
        log_level += 2
453
        raise
454
    finally:
455
        if debug_msg_ref != None and debug_msg_ref[0] != None:
456
            db.log_debug(debug_msg_ref[0], log_level)
457

    
458
##### Basic queries
459

    
460
def next_version(name):
461
    version = 1 # first existing name was version 0
462
    match = re.match(r'^(.*)#(\d+)$', name)
463
    if match:
464
        name, version = match.groups()
465
        version = int(version)+1
466
    return sql_gen.add_suffix(name, '#'+str(version))
467

    
468
def run_query_into(db, query, params, into=None, *args, **kw_args):
469
    '''Outputs a query to a temp table.
470
    For params, see run_query().
471
    '''
472
    if into == None: return run_query(db, query, params, *args, **kw_args)
473
    else: # place rows in temp table
474
        assert isinstance(into, sql_gen.Table)
475
        
476
        kw_args['recover'] = True
477
        kw_args.setdefault('log_ignore_excs', (DuplicateTableException,))
478
        
479
        temp = not db.autocommit # tables are permanent in autocommit mode
480
        # "temporary tables cannot specify a schema name", so remove schema
481
        if temp: into.schema = None
482
        
483
        while True:
484
            try:
485
                create_query = 'CREATE'
486
                if temp: create_query += ' TEMP'
487
                create_query += ' TABLE '+into.to_str(db)+' AS\n'+query
488
                
489
                return run_query(db, create_query, params, *args, **kw_args)
490
                    # CREATE TABLE AS sets rowcount to # rows in query
491
            except DuplicateTableException, e:
492
                into.name = next_version(into.name)
493
                # try again with next version of name
494

    
495
order_by_pkey = object() # tells mk_select() to order by the pkey
496

    
497
distinct_on_all = object() # tells mk_select() to SELECT DISTINCT ON all columns
498

    
499
def mk_select(db, tables, fields=None, conds=None, distinct_on=[], limit=None,
500
    start=None, order_by=order_by_pkey, default_table=None):
501
    '''
502
    @param tables The single table to select from, or a list of tables to join
503
        together, with tables after the first being sql_gen.Join objects
504
    @param fields Use None to select all fields in the table
505
    @param conds WHERE conditions: [(compare_left_side, compare_right_side),...]
506
        * container can be any iterable type
507
        * compare_left_side: sql_gen.Code|str (for col name)
508
        * compare_right_side: sql_gen.ValueCond|literal value
509
    @param distinct_on The columns to SELECT DISTINCT ON, or distinct_on_all to
510
        use all columns
511
    @return tuple(query, params)
512
    '''
513
    # Parse tables param
514
    if not lists.is_seq(tables): tables = [tables]
515
    tables = list(tables) # don't modify input! (list() copies input)
516
    table0 = sql_gen.as_Table(tables.pop(0)) # first table is separate
517
    
518
    # Parse other params
519
    if conds == None: conds = []
520
    elif dicts.is_dict(conds): conds = conds.items()
521
    conds = list(conds) # don't modify input! (list() copies input)
522
    assert limit == None or type(limit) == int
523
    assert start == None or type(start) == int
524
    if order_by is order_by_pkey:
525
        if distinct_on != []: order_by = None
526
        else: order_by = pkey(db, table0, recover=True)
527
    
528
    query = 'SELECT'
529
    
530
    def parse_col(col): return sql_gen.as_Col(col, default_table).to_str(db)
531
    
532
    # DISTINCT ON columns
533
    if distinct_on != []:
534
        query += '\nDISTINCT'
535
        if distinct_on is not distinct_on_all:
536
            query += ' ON ('+(', '.join(map(parse_col, distinct_on)))+')'
537
    
538
    # Columns
539
    query += '\n'
540
    if fields == None: query += '*'
541
    else:
542
        assert fields != []
543
        query += '\n, '.join(map(parse_col, fields))
544
    
545
    # Main table
546
    query += '\nFROM '+table0.to_str(db)
547
    
548
    # Add joins
549
    left_table = table0
550
    for join_ in tables:
551
        table = join_.table
552
        
553
        # Parse special values
554
        if join_.type_ is sql_gen.filter_out: # filter no match
555
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
556
                None))
557
        
558
        query += '\n'+join_.to_str(db, left_table)
559
        
560
        left_table = table
561
    
562
    missing = True
563
    if conds != []:
564
        if len(conds) == 1: whitespace = ' '
565
        else: whitespace = '\n'
566
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
567
            .to_str(db) for l, r in conds], 'WHERE')
568
        missing = False
569
    if order_by != None:
570
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
571
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
572
    if start != None:
573
        if start != 0: query += '\nOFFSET '+str(start)
574
        missing = False
575
    if missing: warnings.warn(DbWarning(
576
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
577
    
578
    return (query, [])
579

    
580
def select(db, *args, **kw_args):
581
    '''For params, see mk_select() and run_query()'''
582
    recover = kw_args.pop('recover', None)
583
    cacheable = kw_args.pop('cacheable', True)
584
    log_level = kw_args.pop('log_level', 2)
585
    
586
    query, params = mk_select(db, *args, **kw_args)
587
    return run_query(db, query, params, recover, cacheable, log_level=log_level)
588

    
589
def mk_insert_select(db, table, cols=None, select_query=None, params=None,
590
    returning=None, embeddable=False):
591
    '''
592
    @param returning str|None An inserted column (such as pkey) to return
593
    @param embeddable Whether the query should be embeddable as a nested SELECT.
594
        Warning: If you set this and cacheable=True when the query is run, the
595
        query will be fully cached, not just if it raises an exception.
596
    '''
597
    table = sql_gen.remove_table_rename(sql_gen.as_Table(table))
598
    if cols == []: cols = None # no cols (all defaults) = unknown col names
599
    if cols != None:
600
        cols = [sql_gen.to_name_only_col(v, table).to_str(db) for v in cols]
601
    if select_query == None: select_query = 'DEFAULT VALUES'
602
    if returning != None: returning = sql_gen.as_Col(returning, table)
603
    
604
    # Build query
605
    first_line = 'INSERT INTO '+table.to_str(db)
606
    query = first_line
607
    if cols != None: query += '\n('+', '.join(cols)+')'
608
    query += '\n'+select_query
609
    
610
    if returning != None:
611
        query += '\nRETURNING '+sql_gen.to_name_only_col(returning).to_str(db)
612
    
613
    if embeddable:
614
        assert returning != None
615
        
616
        # Create function
617
        function_name = sql_gen.clean_name(first_line)
618
        return_type = 'SETOF '+returning.to_str(db)+'%TYPE'
619
        while True:
620
            try:
621
                function = sql_gen.TempFunction(function_name, db.autocommit)
622
                
623
                function_query = '''\
624
CREATE FUNCTION '''+function.to_str(db)+'''()
625
RETURNS '''+return_type+'''
626
LANGUAGE sql
627
AS $$
628
'''+mogrify(db, query, params)+''';
629
$$;
630
'''
631
                run_query(db, function_query, recover=True, cacheable=True,
632
                    log_ignore_excs=(DuplicateFunctionException,))
633
                break # this version was successful
634
            except DuplicateFunctionException, e:
635
                function_name = next_version(function_name)
636
                # try again with next version of name
637
        
638
        # Return query that uses function
639
        func_table = sql_gen.NamedTable('f', sql_gen.FunctionCall(function),
640
            [returning]) # AS clause requires function alias
641
        return mk_select(db, func_table, start=0, order_by=None)
642
    
643
    return (query, params)
644

    
645
def insert_select(db, *args, **kw_args):
646
    '''For params, see mk_insert_select() and run_query_into()
647
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
648
        values in
649
    '''
650
    into = kw_args.pop('into', None)
651
    if into != None: kw_args['embeddable'] = True
652
    recover = kw_args.pop('recover', None)
653
    cacheable = kw_args.pop('cacheable', True)
654
    log_level = kw_args.pop('log_level', 2)
655
    
656
    query, params = mk_insert_select(db, *args, **kw_args)
657
    return run_query_into(db, query, params, into, recover=recover,
658
        cacheable=cacheable, log_level=log_level)
659

    
660
default = sql_gen.default # tells insert() to use the default value for a column
661

    
662
def insert(db, table, row, *args, **kw_args):
663
    '''For params, see insert_select()'''
664
    if lists.is_seq(row): cols = None
665
    else:
666
        cols = row.keys()
667
        row = row.values()
668
    row = list(row) # ensure that "== []" works
669
    
670
    if row == []: query = None
671
    else: query = sql_gen.Values(row).to_str(db)
672
    
673
    return insert_select(db, table, cols, query, [], *args, **kw_args)
674

    
675
def mk_update(db, table, changes=None, cond=None):
676
    '''
677
    @param changes [(col, new_value),...]
678
        * container can be any iterable type
679
        * col: sql_gen.Code|str (for col name)
680
        * new_value: sql_gen.Code|literal value
681
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
682
    @return str query
683
    '''
684
    query = 'UPDATE '+sql_gen.as_Table(table).to_str(db)+'\nSET\n'
685
    query += ',\n'.join((sql_gen.to_name_only_col(col, table).to_str(db)+' = '
686
        +sql_gen.as_Value(new_value).to_str(db) for col, new_value in changes))
687
    if cond != None: query += '\nWHERE\n'+cond.to_str(db)
688
    
689
    return query
690

    
691
def update(db, *args, **kw_args):
692
    '''For params, see mk_update() and run_query()'''
693
    recover = kw_args.pop('recover', None)
694
    
695
    return run_query(db, mk_update(db, *args, **kw_args), [], recover)
696

    
697
def last_insert_id(db):
698
    module = util.root_module(db.db)
699
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
700
    elif module == 'MySQLdb': return db.insert_id()
701
    else: return None
702

    
703
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
704
    '''Creates a mapping from original column names (which may have collisions)
705
    to names that will be distinct among the columns' tables.
706
    This is meant to be used for several tables that are being joined together.
707
    @param cols The columns to combine. Duplicates will be removed.
708
    @param into The table for the new columns.
709
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
710
        columns will be included in the mapping even if they are not in cols.
711
        The tables of the provided Col objects will be changed to into, so make
712
        copies of them if you want to keep the original tables.
713
    @param as_items Whether to return a list of dict items instead of a dict
714
    @return dict(orig_col=new_col, ...)
715
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
716
        * new_col: sql_gen.Col(orig_col_name, into)
717
        * All mappings use the into table so its name can easily be
718
          changed for all columns at once
719
    '''
720
    cols = lists.uniqify(cols)
721
    
722
    items = []
723
    for col in preserve:
724
        orig_col = copy.copy(col)
725
        col.table = into
726
        items.append((orig_col, col))
727
    preserve = set(preserve)
728
    for col in cols:
729
        if col not in preserve:
730
            items.append((col, sql_gen.Col(str(col), into, col.srcs)))
731
    
732
    if not as_items: items = dict(items)
733
    return items
734

    
735
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
736
    '''For params, see mk_flatten_mapping()
737
    @return See return value of mk_flatten_mapping()
738
    '''
739
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
740
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
741
    run_query_into(db, *mk_select(db, joins, cols, limit=limit, start=start),
742
        into=into)
743
    return dict(items)
744

    
745
def mk_track_data_error(db, errors_table, cols, value, error_code, error):
746
    cols = map(sql_gen.to_name_only_col, cols)
747
    
748
    columns_cols = ['column']
749
    columns = sql_gen.NamedValues('columns', columns_cols,
750
        [[c.name] for c in cols])
751
    values_cols = ['value', 'error_code', 'error']
752
    values = sql_gen.NamedValues('values', values_cols,
753
        [value, error_code, error])
754
    
755
    select_cols = columns_cols+values_cols
756
    name_only_cols = map(sql_gen.to_name_only_col, select_cols)
757
    errors_table = sql_gen.NamedTable('errors', errors_table)
758
    joins = [columns, sql_gen.Join(values, type_='CROSS'),
759
        sql_gen.Join(errors_table, dict(zip(name_only_cols, select_cols)),
760
        sql_gen.filter_out)]
761
    
762
    return mk_insert_select(db, errors_table, name_only_cols,
763
        *mk_select(db, joins, select_cols, order_by=None))[0]
764

    
765
def track_data_error(db, errors_table, *args, **kw_args):
766
    '''
767
    @param errors_table If None, does nothing.
768
    '''
769
    if errors_table == None: return
770
    run_query(db, mk_track_data_error(db, errors_table, *args, **kw_args),
771
        cacheable=True, log_level=4)
772

    
773
def cast(db, type_, col, errors_table=None):
774
    '''Casts an (unrenamed) column or value.
775
    If a column, converts any errors to warnings.
776
    @param col sql_gen.Col|sql_gen.Literal
777
    @param errors_table None|sql_gen.Table|str
778
        If set and col is a column with srcs, saves any errors in this table,
779
        using column's srcs attr as the source columns.
780
    '''
781
    if isinstance(col, sql_gen.Literal): # literal value, so just cast
782
        return sql_gen.CustomCode(col.to_str(db)+'::'+type_)
783
    
784
    assert isinstance(col, sql_gen.Col)
785
    assert not isinstance(col, sql_gen.NamedCol)
786
    
787
    save_errors = errors_table != None and col.srcs != ()
788
    if save_errors:
789
        errors_table = sql_gen.as_Table(errors_table)
790
        srcs = map(sql_gen.to_name_only_col, col.srcs)
791
        function_name = str(sql_gen.FunctionCall(type_, *srcs))
792
    else: function_name = type_
793
    function = sql_gen.TempFunction(function_name, db.autocommit)
794
    
795
    while True:
796
        # Create function definition
797
        query = '''\
798
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
799
RETURNS '''+type_+'''
800
LANGUAGE plpgsql
801
'''
802
        if not save_errors: query += 'IMMUTABLE\n'
803
        query += '''\
804
STRICT
805
AS $$
806
BEGIN
807
    /* The explicit cast to the return type is needed to make the cast happen
808
    inside the try block. (Implicit casts to the return type happen at the end
809
    of the function, outside any block.) */
810
    RETURN value::'''+type_+''';
811
EXCEPTION
812
    WHEN data_exception THEN
813
'''
814
        if save_errors:
815
            query += '''\
816
        -- Save error in errors table.
817
        -- Insert the value and error for *each* source column.
818
'''+mk_track_data_error(db, errors_table, srcs,
819
    *map(sql_gen.CustomCode, ['value', 'SQLSTATE', 'SQLERRM']))+''';
820
        
821
'''
822
        query += '''\
823
        RAISE WARNING '%', SQLERRM;
824
        RETURN NULL;
825
END;
826
$$;
827
'''
828
        
829
        # Create function
830
        try:
831
            run_query(db, query, recover=True, cacheable=True,
832
                log_ignore_excs=(DuplicateFunctionException,))
833
            break # successful
834
        except DuplicateFunctionException:
835
            if save_errors: function.name = next_version(function.name)
836
                # try again with next version of name
837
            else: break # plain cast function, so only need one version
838
    
839
    return sql_gen.FunctionCall(function, col)
840

    
841
##### Database structure queries
842

    
843
def table_row_count(db, table, recover=None):
844
    return value(run_query(db, *mk_select(db, table, [sql_gen.row_count],
845
        order_by=None, start=0), recover=recover, log_level=3))
846

    
847
def table_cols(db, table, recover=None):
848
    return list(col_names(select(db, table, limit=0, order_by=None,
849
        recover=recover, log_level=4)))
850

    
851
def pkey(db, table, recover=None):
852
    '''Assumed to be first column in table'''
853
    return table_cols(db, table, recover)[0]
854

    
855
not_null_col = 'not_null_col'
856

    
857
def table_not_null_col(db, table, recover=None):
858
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
859
    if not_null_col in table_cols(db, table, recover): return not_null_col
860
    else: return pkey(db, table, recover)
861

    
862
def index_cols(db, table, index):
863
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
864
    automatically created. When you don't know whether something is a UNIQUE
865
    constraint or a UNIQUE index, use this function.'''
866
    module = util.root_module(db.db)
867
    if module == 'psycopg2':
868
        return list(values(run_query(db, '''\
869
SELECT attname
870
FROM
871
(
872
        SELECT attnum, attname
873
        FROM pg_index
874
        JOIN pg_class index ON index.oid = indexrelid
875
        JOIN pg_class table_ ON table_.oid = indrelid
876
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
877
        WHERE
878
            table_.relname = %(table)s
879
            AND index.relname = %(index)s
880
    UNION
881
        SELECT attnum, attname
882
        FROM
883
        (
884
            SELECT
885
                indrelid
886
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
887
                    AS indkey
888
            FROM pg_index
889
            JOIN pg_class index ON index.oid = indexrelid
890
            JOIN pg_class table_ ON table_.oid = indrelid
891
            WHERE
892
                table_.relname = %(table)s
893
                AND index.relname = %(index)s
894
        ) s
895
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
896
) s
897
ORDER BY attnum
898
''',
899
            {'table': table, 'index': index}, cacheable=True, log_level=4)))
900
    else: raise NotImplementedError("Can't list index columns for "+module+
901
        ' database')
902

    
903
def constraint_cols(db, table, constraint):
904
    module = util.root_module(db.db)
905
    if module == 'psycopg2':
906
        return list(values(run_query(db, '''\
907
SELECT attname
908
FROM pg_constraint
909
JOIN pg_class ON pg_class.oid = conrelid
910
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
911
WHERE
912
    relname = %(table)s
913
    AND conname = %(constraint)s
914
ORDER BY attnum
915
''',
916
            {'table': table, 'constraint': constraint})))
917
    else: raise NotImplementedError("Can't list constraint columns for "+module+
918
        ' database')
919

    
920
row_num_col = '_row_num'
921

    
922
def add_index(db, exprs, table=None, unique=False):
923
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
924
    Currently, only function calls are supported as expressions.
925
    '''
926
    if not lists.is_seq(exprs): exprs = [exprs]
927
    
928
    # Parse exprs
929
    old_exprs = exprs[:]
930
    exprs = []
931
    cols = []
932
    for i, expr in enumerate(old_exprs):
933
        expr = copy.deepcopy(expr) # don't modify input!
934
        expr = sql_gen.as_Col(expr)
935
        
936
        # Extract col
937
        if isinstance(expr, sql_gen.FunctionCall):
938
            col = expr.args[0]
939
            expr = sql_gen.Expr(expr)
940
        else: col = expr
941
        
942
        # Extract table
943
        if table == None:
944
            assert sql_gen.is_table_col(col)
945
            table = col.table
946
        
947
        col.table = None
948
        
949
        exprs.append(expr)
950
        cols.append(col)
951
    
952
    table = sql_gen.as_Table(table)
953
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
954
    
955
    str_ = 'CREATE'
956
    if unique: str_ += ' UNIQUE'
957
    str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
958
        ', '.join((v.to_str(db) for v in exprs)))+')'
959
    
960
    try: run_query(db, str_, recover=True, cacheable=True, log_level=3)
961
    except DuplicateTableException: pass # index already existed
962

    
963
def add_pkey(db, table, cols=None, recover=None):
964
    '''Adds a primary key.
965
    @param cols [sql_gen.Col,...] The columns in the primary key.
966
        Defaults to the first column in the table.
967
    @pre The table must not already have a primary key.
968
    '''
969
    table = sql_gen.as_Table(table)
970
    if cols == None: cols = [pkey(db, table, recover)]
971
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
972
    
973
    index = sql_gen.as_Table(sql_gen.add_suffix(table.name, '_pkey'))
974
    try:
975
        run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD CONSTRAINT '
976
            +index.to_str(db)+' PRIMARY KEY ('+(', '.join(col_strs))+')',
977
            recover=True, cacheable=True, log_level=3,
978
            log_ignore_excs=(DuplicateTableException,))
979
    except DuplicateTableException, e:
980
        index.name = next_version(index.name)
981
        # try again with next version of name
982

    
983
def add_row_num(db, table):
984
    '''Adds a row number column to a table. Its name is in row_num_col. It will
985
    be the primary key.'''
986
    table = sql_gen.as_Table(table).to_str(db)
987
    run_query(db, 'ALTER TABLE '+table+' ADD COLUMN '+row_num_col
988
        +' serial NOT NULL PRIMARY KEY', log_level=3)
989

    
990
def create_table(db, table, cols, has_pkey=True, col_indexes=True):
991
    '''Creates a table.
992
    @param cols [sql_gen.TypedCol,...] The column names and types
993
    @param has_pkey If set, the first column becomes the primary key.
994
    @param col_indexes bool|[ref]
995
        * If True, indexes will be added on all non-pkey columns.
996
        * If a list reference, [0] will be set to a function to do this.
997
          This can be used to delay index creation until the table is populated.
998
    '''
999
    table = sql_gen.as_Table(table)
1000
    
1001
    if has_pkey:
1002
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
1003
        pkey.type += ' NOT NULL PRIMARY KEY'
1004
    
1005
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
1006
    str_ += '\n, '.join(v.to_str(db) for v in cols)
1007
    str_ += '\n);\n'
1008
    run_query(db, str_, cacheable=True, log_level=2)
1009
    
1010
    # Add indexes
1011
    if has_pkey: index_cols = cols[1:]
1012
    else: index_cols = cols
1013
    def add_indexes():
1014
        for col in index_cols: add_index(db, col.to_Col(), table)
1015
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes # defer
1016
    elif col_indexes: add_indexes() # add now
1017

    
1018
def vacuum(db, table):
1019
    table = sql_gen.as_Table(table)
1020
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1021
        log_level=3))
1022

    
1023
def truncate(db, table, schema='public'):
1024
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE')
1025

    
1026
def tables(db, schema_like='public', table_like='%', exact=False):
1027
    if exact: compare = '='
1028
    else: compare = 'LIKE'
1029
    
1030
    module = util.root_module(db.db)
1031
    params = {'schema_like': schema_like, 'table_like': table_like}
1032
    if module == 'psycopg2':
1033
        return values(run_query(db, '''\
1034
SELECT tablename
1035
FROM pg_tables
1036
WHERE
1037
    schemaname '''+compare+''' %(schema_like)s
1038
    AND tablename '''+compare+''' %(table_like)s
1039
ORDER BY tablename
1040
''',
1041
            params, cacheable=True, log_level=4))
1042
    elif module == 'MySQLdb':
1043
        return values(run_query(db, 'SHOW TABLES LIKE %(table_like)s', params,
1044
            cacheable=True, log_level=4))
1045
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1046

    
1047
def table_exists(db, table):
1048
    table = sql_gen.as_Table(table)
1049
    return list(tables(db, table.schema, table.name, exact=True)) != []
1050

    
1051
def errors_table(db, table, if_exists=True):
1052
    '''
1053
    @param if_exists If set, returns None if the errors table doesn't exist
1054
    @return None|sql_gen.Table
1055
    '''
1056
    table = sql_gen.as_Table(table)
1057
    if table.srcs != (): table = table.srcs[0]
1058
    
1059
    errors_table = sql_gen.suffixed_table(table, '.errors')
1060
    if if_exists and not table_exists(db, errors_table): return None
1061
    return errors_table
1062

    
1063
##### Database management
1064

    
1065
def empty_db(db, schema='public', **kw_args):
1066
    '''For kw_args, see tables()'''
1067
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1068

    
1069
##### Heuristic queries
1070

    
1071
def put(db, table, row, pkey_=None, row_ct_ref=None):
1072
    '''Recovers from errors.
1073
    Only works under PostgreSQL (uses INSERT RETURNING).
1074
    '''
1075
    row = sql_gen.ColDict(db, table, row)
1076
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1077
    
1078
    try:
1079
        cur = insert(db, table, row, pkey_, recover=True)
1080
        if row_ct_ref != None and cur.rowcount >= 0:
1081
            row_ct_ref[0] += cur.rowcount
1082
        return value(cur)
1083
    except DuplicateKeyException, e:
1084
        row = sql_gen.ColDict(db, table,
1085
            util.dict_subset_right_join(row, e.cols))
1086
        return value(select(db, table, [pkey_], row, recover=True))
1087

    
1088
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1089
    '''Recovers from errors'''
1090
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1091
    except StopIteration:
1092
        if not create: raise
1093
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1094

    
1095
def is_func_result(col):
1096
    return col.table.name.find('(') >= 0 and col.name == 'result'
1097

    
1098
def into_table_name(out_table, in_tables0, mapping, is_func):
1099
    def in_col_str(in_col):
1100
        in_col = sql_gen.remove_col_rename(in_col)
1101
        if isinstance(in_col, sql_gen.Col):
1102
            table = in_col.table
1103
            if table == in_tables0:
1104
                in_col = sql_gen.to_name_only_col(in_col)
1105
            elif is_func_result(in_col): in_col = table # omit col name
1106
        return str(in_col)
1107
    
1108
    str_ = str(out_table)
1109
    if is_func:
1110
        str_ += '('
1111
        
1112
        try: value_in_col = mapping['value']
1113
        except KeyError:
1114
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1115
                for k, v in mapping.iteritems()))
1116
        else: str_ += in_col_str(value_in_col)
1117
        
1118
        str_ += ')'
1119
    else: str_ += '_pkeys'
1120
    return str_
1121

    
1122
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1123
    default=None, is_func=False):
1124
    '''Recovers from errors.
1125
    Only works under PostgreSQL (uses INSERT RETURNING).
1126
    @param in_tables The main input table to select from, followed by a list of
1127
        tables to join with it using the main input table's pkey
1128
    @param mapping dict(out_table_col=in_table_col, ...)
1129
        * out_table_col: str (*not* sql_gen.Col)
1130
        * in_table_col: sql_gen.Col|literal-value
1131
    @param into The table to contain the output and input pkeys.
1132
        Defaults to `out_table.name+'_pkeys'`.
1133
    @param default The *output* column to use as the pkey for missing rows.
1134
        If this output column does not exist in the mapping, uses None.
1135
    @param is_func Whether out_table is the name of a SQL function, not a table
1136
    @return sql_gen.Col Where the output pkeys are made available
1137
    '''
1138
    out_table = sql_gen.as_Table(out_table)
1139
    assert mapping != {}
1140
    
1141
    def log_debug(msg): db.log_debug(msg, level=1.5)
1142
    def col_ustr(str_):
1143
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1144
    
1145
    log_debug('********** New iteration **********')
1146
    log_debug('Inserting these input columns into '+strings.as_tt(
1147
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1148
    
1149
    # Create input joins from list of input tables
1150
    in_tables_ = in_tables[:] # don't modify input!
1151
    in_tables0 = in_tables_.pop(0) # first table is separate
1152
    errors_table_ = errors_table(db, in_tables0)
1153
    in_pkey = pkey(db, in_tables0, recover=True)
1154
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1155
    input_joins = [in_tables0]+[sql_gen.Join(v,
1156
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1157
    
1158
    if into == None:
1159
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1160
    into = sql_gen.as_Table(into)
1161
    
1162
    # Set column sources
1163
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1164
    for col in in_cols:
1165
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1166
    
1167
    log_debug('Joining together input tables into temp table')
1168
    # Place in new table for speed and so don't modify input if values edited
1169
    in_table = sql_gen.Table('in')
1170
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1171
        preserve=[in_pkey_col], start=0))
1172
    input_joins = [in_table]
1173
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1174
    
1175
    mapping = sql_gen.ColDict(db, out_table, mapping)
1176
        # after applying dicts.join() because that returns a plain dict
1177
    
1178
    # Resolve default value column
1179
    try: default = mapping[default]
1180
    except KeyError:
1181
        if default != None:
1182
            db.log_debug('Default value column '
1183
                +strings.as_tt(strings.repr_no_u(default))
1184
                +' does not exist in mapping, falling back to None', level=2.1)
1185
            default = None
1186
    
1187
    out_pkey = pkey(db, out_table, recover=True)
1188
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1189
    
1190
    pkeys_names = [in_pkey, out_pkey]
1191
    pkeys_cols = [in_pkey_col, out_pkey_col]
1192
    
1193
    pkeys_table_exists_ref = [False]
1194
    def insert_into_pkeys(joins, cols):
1195
        query, params = mk_select(db, joins, cols, order_by=None, start=0)
1196
        if pkeys_table_exists_ref[0]:
1197
            insert_select(db, into, pkeys_names, query, params)
1198
        else:
1199
            run_query_into(db, query, params, into=into)
1200
            pkeys_table_exists_ref[0] = True
1201
    
1202
    limit_ref = [None]
1203
    conds = set()
1204
    distinct_on = []
1205
    def mk_main_select(joins, cols):
1206
        return mk_select(db, joins, cols, conds, distinct_on,
1207
            limit=limit_ref[0], start=0)
1208
    
1209
    exc_strs = set()
1210
    def log_exc(e):
1211
        e_str = exc.str_(e, first_line_only=True)
1212
        log_debug('Caught exception: '+e_str)
1213
        assert e_str not in exc_strs # avoid infinite loops
1214
        exc_strs.add(e_str)
1215
    
1216
    def remove_all_rows():
1217
        log_debug('Returning NULL for all rows')
1218
        limit_ref[0] = 0 # just create an empty pkeys table
1219
    
1220
    def ignore(in_col, value, e):
1221
        track_data_error(db, errors_table_, in_col.srcs, value, e.cause.pgcode,
1222
            e.cause.pgerror)
1223
        
1224
        in_col_str = strings.as_tt(repr(in_col))
1225
        db.log_debug('Adding index on '+in_col_str+' to enable fast filtering',
1226
            level=2.5)
1227
        add_index(db, in_col)
1228
        
1229
        log_debug('Ignoring rows with '+in_col_str+' = '
1230
            +strings.as_tt(repr(value)))
1231
    def remove_rows(in_col, value, e):
1232
        ignore(in_col, value, e)
1233
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1234
        assert cond not in conds # avoid infinite loops
1235
        conds.add(cond)
1236
    def invalid2null(in_col, value, e):
1237
        ignore(in_col, value, e)
1238
        update(db, in_table, [(in_col, None)],
1239
            sql_gen.ColValueCond(in_col, value))
1240
    
1241
    def insert_pkeys_table(which):
1242
        return sql_gen.Table(sql_gen.add_suffix(in_table.name,
1243
            '_insert_'+which+'_pkeys'))
1244
    insert_out_pkeys = insert_pkeys_table('out')
1245
    insert_in_pkeys = insert_pkeys_table('in')
1246
    
1247
    # Do inserts and selects
1248
    join_cols = sql_gen.ColDict(db, out_table)
1249
    while True:
1250
        if limit_ref[0] == 0: # special case
1251
            log_debug('Creating an empty pkeys table')
1252
            cur = run_query_into(db, *mk_select(db, out_table, [out_pkey],
1253
                limit=limit_ref[0]), into=insert_out_pkeys)
1254
            break # don't do main case
1255
        
1256
        has_joins = join_cols != {}
1257
        
1258
        # Prepare to insert new rows
1259
        insert_joins = input_joins[:] # don't modify original!
1260
        insert_args = dict(recover=True, cacheable=False)
1261
        if has_joins:
1262
            distinct_on = [v.to_Col() for v in join_cols.values()]
1263
            insert_joins.append(sql_gen.Join(out_table, join_cols,
1264
                sql_gen.filter_out))
1265
        else:
1266
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1267
        main_select = mk_main_select(insert_joins, mapping.values())[0]
1268
        
1269
        log_debug('Trying to insert new rows')
1270
        try:
1271
            cur = insert_select(db, out_table, mapping.keys(), main_select,
1272
                **insert_args)
1273
            break # insert successful
1274
        except DuplicateKeyException, e:
1275
            log_exc(e)
1276
            
1277
            old_join_cols = join_cols.copy()
1278
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1279
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1280
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1281
            assert join_cols != old_join_cols # avoid infinite loops
1282
        except NullValueException, e:
1283
            log_exc(e)
1284
            
1285
            out_col, = e.cols
1286
            try: in_col = mapping[out_col]
1287
            except KeyError:
1288
                log_debug('Missing mapping for NOT NULL column '+out_col)
1289
                remove_all_rows()
1290
            else: remove_rows(in_col, None, e)
1291
        except FunctionValueException, e:
1292
            log_exc(e)
1293
            
1294
            func_name = e.name
1295
            value = e.value
1296
            for out_col, in_col in mapping.iteritems():
1297
                in_col = sql_gen.unwrap_func_call(in_col, func_name)
1298
                invalid2null(in_col, value, e)
1299
        except MissingCastException, e:
1300
            log_exc(e)
1301
            
1302
            out_col = e.col
1303
            type_ = e.type
1304
            
1305
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
1306
                +strings.as_tt(type_))
1307
            def wrap_func(col): return cast(db, type_, col, errors_table_)
1308
            mapping[out_col] = sql_gen.wrap(wrap_func, mapping[out_col])
1309
        except DatabaseErrors, e:
1310
            log_exc(e)
1311
            
1312
            msg = 'No handler for exception: '+exc.str_(e)
1313
            warnings.warn(DbWarning(msg))
1314
            log_debug(msg)
1315
            remove_all_rows()
1316
        # after exception handled, rerun loop with additional constraints
1317
    
1318
    if row_ct_ref != None and cur.rowcount >= 0:
1319
        row_ct_ref[0] += cur.rowcount
1320
    
1321
    if has_joins:
1322
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1323
        log_debug('Getting output table pkeys of existing/inserted rows')
1324
        insert_into_pkeys(select_joins, pkeys_cols)
1325
    else:
1326
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1327
        
1328
        log_debug('Getting input table pkeys of inserted rows')
1329
        run_query_into(db, *mk_main_select(input_joins, [in_pkey]),
1330
            into=insert_in_pkeys)
1331
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1332
        
1333
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1334
            insert_in_pkeys)
1335
        
1336
        log_debug('Combining output and input pkeys in inserted order')
1337
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1338
            {row_num_col: sql_gen.join_same_not_null})]
1339
        insert_into_pkeys(pkey_joins, pkeys_names)
1340
    
1341
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1342
    add_pkey(db, into)
1343
    
1344
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1345
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1346
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1347
        # must use join_same_not_null or query will take forever
1348
    insert_into_pkeys(missing_rows_joins,
1349
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1350
    
1351
    assert table_row_count(db, into) == table_row_count(db, in_table)
1352
    
1353
    srcs = []
1354
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
1355
    return sql_gen.Col(out_pkey, into, srcs)
1356

    
1357
##### Data cleanup
1358

    
1359
def cleanup_table(db, table, cols):
1360
    table = sql_gen.as_Table(table)
1361
    cols = map(sql_gen.as_Col, cols)
1362
    
1363
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1364
        +db.esc_value(r'\N')+')')
1365
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1366
        for v in cols]
1367
    
1368
    update(db, table, changes)
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