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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.upper().find('INSERT') >= 0
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: query += '\n, '.join(map(parse_col, fields))
542
    
543
    # Main table
544
    query += '\nFROM '+table0.to_str(db)
545
    
546
    # Add joins
547
    left_table = table0
548
    for join_ in tables:
549
        table = join_.table
550
        
551
        # Parse special values
552
        if join_.type_ is sql_gen.filter_out: # filter no match
553
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
554
                None))
555
        
556
        query += '\n'+join_.to_str(db, left_table)
557
        
558
        left_table = table
559
    
560
    missing = True
561
    if conds != []:
562
        if len(conds) == 1: whitespace = ' '
563
        else: whitespace = '\n'
564
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
565
            .to_str(db) for l, r in conds], 'WHERE')
566
        missing = False
567
    if order_by != None:
568
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
569
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
570
    if start != None:
571
        if start != 0: query += '\nOFFSET '+str(start)
572
        missing = False
573
    if missing: warnings.warn(DbWarning(
574
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
575
    
576
    return (query, [])
577

    
578
def select(db, *args, **kw_args):
579
    '''For params, see mk_select() and run_query()'''
580
    recover = kw_args.pop('recover', None)
581
    cacheable = kw_args.pop('cacheable', True)
582
    log_level = kw_args.pop('log_level', 2)
583
    
584
    query, params = mk_select(db, *args, **kw_args)
585
    return run_query(db, query, params, recover, cacheable, log_level=log_level)
586

    
587
def mk_insert_select(db, table, cols=None, select_query=None, params=None,
588
    returning=None, embeddable=False):
589
    '''
590
    @param returning str|None An inserted column (such as pkey) to return
591
    @param embeddable Whether the query should be embeddable as a nested SELECT.
592
        Warning: If you set this and cacheable=True when the query is run, the
593
        query will be fully cached, not just if it raises an exception.
594
    '''
595
    table = sql_gen.remove_table_rename(sql_gen.as_Table(table))
596
    if cols == []: cols = None # no cols (all defaults) = unknown col names
597
    if cols != None:
598
        cols = [sql_gen.to_name_only_col(v, table).to_str(db) for v in cols]
599
    if select_query == None: select_query = 'DEFAULT VALUES'
600
    if returning != None: returning = sql_gen.as_Col(returning, table)
601
    
602
    # Build query
603
    first_line = 'INSERT INTO '+table.to_str(db)
604
    query = first_line
605
    if cols != None: query += '\n('+', '.join(cols)+')'
606
    query += '\n'+select_query
607
    
608
    if returning != None:
609
        query += '\nRETURNING '+sql_gen.to_name_only_col(returning).to_str(db)
610
    
611
    if embeddable:
612
        assert returning != None
613
        
614
        # Create function
615
        function_name = sql_gen.clean_name(first_line)
616
        return_type = 'SETOF '+returning.to_str(db)+'%TYPE'
617
        while True:
618
            try:
619
                function = sql_gen.TempFunction(function_name, db.autocommit)
620
                
621
                function_query = '''\
622
CREATE FUNCTION '''+function.to_str(db)+'''()
623
RETURNS '''+return_type+'''
624
LANGUAGE sql
625
AS $$
626
'''+mogrify(db, query, params)+''';
627
$$;
628
'''
629
                run_query(db, function_query, recover=True, cacheable=True,
630
                    log_ignore_excs=(DuplicateFunctionException,))
631
                break # this version was successful
632
            except DuplicateFunctionException, e:
633
                function_name = next_version(function_name)
634
                # try again with next version of name
635
        
636
        # Return query that uses function
637
        func_table = sql_gen.NamedTable('f', sql_gen.FunctionCall(function),
638
            [returning]) # AS clause requires function alias
639
        return mk_select(db, func_table, start=0, order_by=None)
640
    
641
    return (query, params)
642

    
643
def insert_select(db, *args, **kw_args):
644
    '''For params, see mk_insert_select() and run_query_into()
645
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
646
        values in
647
    '''
648
    into = kw_args.pop('into', None)
649
    if into != None: kw_args['embeddable'] = True
650
    recover = kw_args.pop('recover', None)
651
    cacheable = kw_args.pop('cacheable', True)
652
    log_level = kw_args.pop('log_level', 2)
653
    
654
    query, params = mk_insert_select(db, *args, **kw_args)
655
    return run_query_into(db, query, params, into, recover=recover,
656
        cacheable=cacheable, log_level=log_level)
657

    
658
default = sql_gen.default # tells insert() to use the default value for a column
659

    
660
def insert(db, table, row, *args, **kw_args):
661
    '''For params, see insert_select()'''
662
    if lists.is_seq(row): cols = None
663
    else:
664
        cols = row.keys()
665
        row = row.values()
666
    row = list(row) # ensure that "== []" works
667
    
668
    if row == []: query = None
669
    else: query = sql_gen.Values(row).to_str(db)
670
    
671
    return insert_select(db, table, cols, query, [], *args, **kw_args)
672

    
673
def mk_update(db, table, changes=None, cond=None):
674
    '''
675
    @param changes [(col, new_value),...]
676
        * container can be any iterable type
677
        * col: sql_gen.Code|str (for col name)
678
        * new_value: sql_gen.Code|literal value
679
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
680
    @return str query
681
    '''
682
    query = 'UPDATE '+sql_gen.as_Table(table).to_str(db)+'\nSET\n'
683
    query += ',\n'.join((sql_gen.to_name_only_col(col, table).to_str(db)+' = '
684
        +sql_gen.as_Value(new_value).to_str(db) for col, new_value in changes))
685
    if cond != None: query += '\nWHERE\n'+cond.to_str(db)
686
    
687
    return query
688

    
689
def update(db, *args, **kw_args):
690
    '''For params, see mk_update() and run_query()'''
691
    recover = kw_args.pop('recover', None)
692
    
693
    return run_query(db, mk_update(db, *args, **kw_args), [], recover)
694

    
695
def last_insert_id(db):
696
    module = util.root_module(db.db)
697
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
698
    elif module == 'MySQLdb': return db.insert_id()
699
    else: return None
700

    
701
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
702
    '''Creates a mapping from original column names (which may have collisions)
703
    to names that will be distinct among the columns' tables.
704
    This is meant to be used for several tables that are being joined together.
705
    @param cols The columns to combine. Duplicates will be removed.
706
    @param into The table for the new columns.
707
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
708
        columns will be included in the mapping even if they are not in cols.
709
        The tables of the provided Col objects will be changed to into, so make
710
        copies of them if you want to keep the original tables.
711
    @param as_items Whether to return a list of dict items instead of a dict
712
    @return dict(orig_col=new_col, ...)
713
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
714
        * new_col: sql_gen.Col(orig_col_name, into)
715
        * All mappings use the into table so its name can easily be
716
          changed for all columns at once
717
    '''
718
    cols = lists.uniqify(cols)
719
    
720
    items = []
721
    for col in preserve:
722
        orig_col = copy.copy(col)
723
        col.table = into
724
        items.append((orig_col, col))
725
    preserve = set(preserve)
726
    for col in cols:
727
        if col not in preserve:
728
            items.append((col, sql_gen.Col(str(col), into, col.srcs)))
729
    
730
    if not as_items: items = dict(items)
731
    return items
732

    
733
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
734
    '''For params, see mk_flatten_mapping()
735
    @return See return value of mk_flatten_mapping()
736
    '''
737
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
738
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
739
    run_query_into(db, *mk_select(db, joins, cols, limit=limit, start=start),
740
        into=into)
741
    return dict(items)
742

    
743
def mk_track_data_error(db, errors_table, cols, value, error_code, error):
744
    cols = map(sql_gen.to_name_only_col, cols)
745
    
746
    columns_cols = ['column']
747
    columns = sql_gen.NamedValues('columns', columns_cols,
748
        [[c.name] for c in cols])
749
    values_cols = ['value', 'error_code', 'error']
750
    values = sql_gen.NamedValues('values', values_cols,
751
        [value, error_code, error])
752
    
753
    select_cols = columns_cols+values_cols
754
    name_only_cols = map(sql_gen.to_name_only_col, select_cols)
755
    errors_table = sql_gen.NamedTable('errors', errors_table)
756
    joins = [columns, sql_gen.Join(values, type_='CROSS'),
757
        sql_gen.Join(errors_table, dict(zip(name_only_cols, select_cols)),
758
        sql_gen.filter_out)]
759
    
760
    return mk_insert_select(db, errors_table, name_only_cols,
761
        *mk_select(db, joins, select_cols, order_by=None))[0]
762

    
763
def track_data_error(db, errors_table, *args, **kw_args):
764
    '''
765
    @param errors_table If None, does nothing.
766
    '''
767
    if errors_table == None: return
768
    run_query(db, mk_track_data_error(db, errors_table, *args, **kw_args),
769
        cacheable=True, log_level=4)
770

    
771
def cast(db, type_, col, errors_table=None):
772
    '''Casts an (unrenamed) column or value.
773
    If a column, converts any errors to warnings.
774
    @param col sql_gen.Col|sql_gen.Literal
775
    @param errors_table None|sql_gen.Table|str
776
        If set and col is a column with srcs, saves any errors in this table,
777
        using column's srcs attr as the source columns.
778
    '''
779
    if isinstance(col, sql_gen.Literal): # literal value, so just cast
780
        return sql_gen.CustomCode(col.to_str(db)+'::'+type_)
781
    
782
    assert isinstance(col, sql_gen.Col)
783
    assert not isinstance(col, sql_gen.NamedCol)
784
    
785
    save_errors = errors_table != None and col.srcs != ()
786
    if save_errors:
787
        errors_table = sql_gen.as_Table(errors_table)
788
        srcs = map(sql_gen.to_name_only_col, col.srcs)
789
        function_name = str(sql_gen.FunctionCall(type_, *srcs))
790
    else: function_name = type_
791
    function = sql_gen.TempFunction(function_name, db.autocommit)
792
    
793
    while True:
794
        # Create function definition
795
        query = '''\
796
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
797
RETURNS '''+type_+'''
798
LANGUAGE plpgsql
799
'''
800
        if not save_errors: query += 'IMMUTABLE\n'
801
        query += '''\
802
STRICT
803
AS $$
804
BEGIN
805
    /* The explicit cast to the return type is needed to make the cast happen
806
    inside the try block. (Implicit casts to the return type happen at the end
807
    of the function, outside any block.) */
808
    RETURN value::'''+type_+''';
809
EXCEPTION
810
    WHEN data_exception THEN
811
'''
812
        if save_errors:
813
            query += '''\
814
        -- Save error in errors table.
815
        -- Insert the value and error for *each* source column.
816
'''+mk_track_data_error(db, errors_table, srcs,
817
    *map(sql_gen.CustomCode, ['value', 'SQLSTATE', 'SQLERRM']))+''';
818
        
819
'''
820
        query += '''\
821
        RAISE WARNING '%', SQLERRM;
822
        RETURN NULL;
823
END;
824
$$;
825
'''
826
        
827
        # Create function
828
        try:
829
            run_query(db, query, recover=True, cacheable=True,
830
                log_ignore_excs=(DuplicateFunctionException,))
831
            break # successful
832
        except DuplicateFunctionException:
833
            if save_errors: function.name = next_version(function.name)
834
                # try again with next version of name
835
            else: break # plain cast function, so only need one version
836
    
837
    return sql_gen.FunctionCall(function, col)
838

    
839
##### Database structure queries
840

    
841
def table_row_count(db, table, recover=None):
842
    return value(run_query(db, *mk_select(db, table, [sql_gen.row_count],
843
        order_by=None, start=0), recover=recover, log_level=3))
844

    
845
def table_cols(db, table, recover=None):
846
    return list(col_names(select(db, table, limit=0, order_by=None,
847
        recover=recover, log_level=4)))
848

    
849
def pkey(db, table, recover=None):
850
    '''Assumed to be first column in table'''
851
    return table_cols(db, table, recover)[0]
852

    
853
not_null_col = 'not_null_col'
854

    
855
def table_not_null_col(db, table, recover=None):
856
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
857
    if not_null_col in table_cols(db, table, recover): return not_null_col
858
    else: return pkey(db, table, recover)
859

    
860
def index_cols(db, table, index):
861
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
862
    automatically created. When you don't know whether something is a UNIQUE
863
    constraint or a UNIQUE index, use this function.'''
864
    module = util.root_module(db.db)
865
    if module == 'psycopg2':
866
        return list(values(run_query(db, '''\
867
SELECT attname
868
FROM
869
(
870
        SELECT attnum, attname
871
        FROM pg_index
872
        JOIN pg_class index ON index.oid = indexrelid
873
        JOIN pg_class table_ ON table_.oid = indrelid
874
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
875
        WHERE
876
            table_.relname = %(table)s
877
            AND index.relname = %(index)s
878
    UNION
879
        SELECT attnum, attname
880
        FROM
881
        (
882
            SELECT
883
                indrelid
884
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
885
                    AS indkey
886
            FROM pg_index
887
            JOIN pg_class index ON index.oid = indexrelid
888
            JOIN pg_class table_ ON table_.oid = indrelid
889
            WHERE
890
                table_.relname = %(table)s
891
                AND index.relname = %(index)s
892
        ) s
893
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
894
) s
895
ORDER BY attnum
896
''',
897
            {'table': table, 'index': index}, cacheable=True, log_level=4)))
898
    else: raise NotImplementedError("Can't list index columns for "+module+
899
        ' database')
900

    
901
def constraint_cols(db, table, constraint):
902
    module = util.root_module(db.db)
903
    if module == 'psycopg2':
904
        return list(values(run_query(db, '''\
905
SELECT attname
906
FROM pg_constraint
907
JOIN pg_class ON pg_class.oid = conrelid
908
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
909
WHERE
910
    relname = %(table)s
911
    AND conname = %(constraint)s
912
ORDER BY attnum
913
''',
914
            {'table': table, 'constraint': constraint})))
915
    else: raise NotImplementedError("Can't list constraint columns for "+module+
916
        ' database')
917

    
918
row_num_col = '_row_num'
919

    
920
def add_index(db, exprs, table=None, unique=False):
921
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
922
    Currently, only function calls are supported as expressions.
923
    '''
924
    if not lists.is_seq(exprs): exprs = [exprs]
925
    
926
    # Parse exprs
927
    old_exprs = exprs[:]
928
    exprs = []
929
    cols = []
930
    for i, expr in enumerate(old_exprs):
931
        expr = copy.deepcopy(expr) # don't modify input!
932
        expr = sql_gen.as_Col(expr)
933
        
934
        # Extract col
935
        if isinstance(expr, sql_gen.FunctionCall):
936
            col = expr.args[0]
937
            expr = sql_gen.Expr(expr)
938
        else: col = expr
939
        
940
        # Extract table
941
        if table == None:
942
            assert sql_gen.is_table_col(col)
943
            table = col.table
944
        
945
        col.table = None
946
        
947
        exprs.append(expr)
948
        cols.append(col)
949
    
950
    table = sql_gen.as_Table(table)
951
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
952
    
953
    str_ = 'CREATE'
954
    if unique: str_ += ' UNIQUE'
955
    str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
956
        ', '.join((v.to_str(db) for v in exprs)))+')'
957
    
958
    try: run_query(db, str_, recover=True, cacheable=True, log_level=3)
959
    except DuplicateTableException: pass # index already existed
960

    
961
def add_pkey(db, table, cols=None, recover=None):
962
    '''Adds a primary key.
963
    @param cols [sql_gen.Col,...] The columns in the primary key.
964
        Defaults to the first column in the table.
965
    @pre The table must not already have a primary key.
966
    '''
967
    table = sql_gen.as_Table(table)
968
    if cols == None: cols = [pkey(db, table, recover)]
969
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
970
    
971
    index = sql_gen.as_Table(sql_gen.add_suffix(table.name, '_pkey'))
972
    try:
973
        run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD CONSTRAINT '
974
            +index.to_str(db)+' PRIMARY KEY ('+(', '.join(col_strs))+')',
975
            recover=True, cacheable=True, log_level=3,
976
            log_ignore_excs=(DuplicateTableException,))
977
    except DuplicateTableException, e:
978
        index.name = next_version(index.name)
979
        # try again with next version of name
980

    
981
def add_row_num(db, table):
982
    '''Adds a row number column to a table. Its name is in row_num_col. It will
983
    be the primary key.'''
984
    table = sql_gen.as_Table(table).to_str(db)
985
    run_query(db, 'ALTER TABLE '+table+' ADD COLUMN '+row_num_col
986
        +' serial NOT NULL PRIMARY KEY', log_level=3)
987

    
988
def create_table(db, table, cols, has_pkey=True, col_indexes=True):
989
    '''Creates a table.
990
    @param cols [sql_gen.TypedCol,...] The column names and types
991
    @param has_pkey If set, the first column becomes the primary key.
992
    @param col_indexes bool|[ref]
993
        * If True, indexes will be added on all non-pkey columns.
994
        * If a list reference, [0] will be set to a function to do this.
995
          This can be used to delay index creation until the table is populated.
996
    '''
997
    table = sql_gen.as_Table(table)
998
    
999
    if has_pkey:
1000
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
1001
        pkey.type += ' NOT NULL PRIMARY KEY'
1002
    
1003
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
1004
    str_ += '\n, '.join(v.to_str(db) for v in cols)
1005
    str_ += '\n);\n'
1006
    run_query(db, str_, cacheable=True, log_level=2)
1007
    
1008
    # Add indexes
1009
    if has_pkey: index_cols = cols[1:]
1010
    else: index_cols = cols
1011
    def add_indexes():
1012
        for col in index_cols: add_index(db, col.to_Col(), table)
1013
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes # defer
1014
    elif col_indexes: add_indexes() # add now
1015

    
1016
def vacuum(db, table):
1017
    table = sql_gen.as_Table(table)
1018
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1019
        log_level=3))
1020

    
1021
def truncate(db, table, schema='public'):
1022
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE')
1023

    
1024
def tables(db, schema_like='public', table_like='%', exact=False):
1025
    if exact: compare = '='
1026
    else: compare = 'LIKE'
1027
    
1028
    module = util.root_module(db.db)
1029
    params = {'schema_like': schema_like, 'table_like': table_like}
1030
    if module == 'psycopg2':
1031
        return values(run_query(db, '''\
1032
SELECT tablename
1033
FROM pg_tables
1034
WHERE
1035
    schemaname '''+compare+''' %(schema_like)s
1036
    AND tablename '''+compare+''' %(table_like)s
1037
ORDER BY tablename
1038
''',
1039
            params, cacheable=True, log_level=4))
1040
    elif module == 'MySQLdb':
1041
        return values(run_query(db, 'SHOW TABLES LIKE %(table_like)s', params,
1042
            cacheable=True, log_level=4))
1043
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1044

    
1045
def table_exists(db, table):
1046
    table = sql_gen.as_Table(table)
1047
    return list(tables(db, table.schema, table.name, exact=True)) != []
1048

    
1049
def errors_table(db, table, if_exists=True):
1050
    '''
1051
    @param if_exists If set, returns None if the errors table doesn't exist
1052
    @return None|sql_gen.Table
1053
    '''
1054
    table = sql_gen.as_Table(table)
1055
    if table.srcs != (): table = table.srcs[0]
1056
    
1057
    errors_table = sql_gen.suffixed_table(table, '.errors')
1058
    if if_exists and not table_exists(db, errors_table): return None
1059
    return errors_table
1060

    
1061
##### Database management
1062

    
1063
def empty_db(db, schema='public', **kw_args):
1064
    '''For kw_args, see tables()'''
1065
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1066

    
1067
##### Heuristic queries
1068

    
1069
def put(db, table, row, pkey_=None, row_ct_ref=None):
1070
    '''Recovers from errors.
1071
    Only works under PostgreSQL (uses INSERT RETURNING).
1072
    '''
1073
    row = sql_gen.ColDict(db, table, row)
1074
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1075
    
1076
    try:
1077
        cur = insert(db, table, row, pkey_, recover=True)
1078
        if row_ct_ref != None and cur.rowcount >= 0:
1079
            row_ct_ref[0] += cur.rowcount
1080
        return value(cur)
1081
    except DuplicateKeyException, e:
1082
        row = sql_gen.ColDict(db, table,
1083
            util.dict_subset_right_join(row, e.cols))
1084
        return value(select(db, table, [pkey_], row, recover=True))
1085

    
1086
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1087
    '''Recovers from errors'''
1088
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1089
    except StopIteration:
1090
        if not create: raise
1091
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1092

    
1093
def is_func_result(col):
1094
    return col.table.name.find('(') >= 0 and col.name == 'result'
1095

    
1096
def into_table_name(out_table, in_tables0, mapping, is_func):
1097
    def in_col_str(in_col):
1098
        in_col = sql_gen.remove_col_rename(in_col)
1099
        if isinstance(in_col, sql_gen.Col):
1100
            table = in_col.table
1101
            if table == in_tables0:
1102
                in_col = sql_gen.to_name_only_col(in_col)
1103
            elif is_func_result(in_col): in_col = table # omit col name
1104
        return str(in_col)
1105
    
1106
    str_ = str(out_table)
1107
    if is_func:
1108
        str_ += '('
1109
        
1110
        try: value_in_col = mapping['value']
1111
        except KeyError:
1112
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1113
                for k, v in mapping.iteritems()))
1114
        else: str_ += in_col_str(value_in_col)
1115
        
1116
        str_ += ')'
1117
    else: str_ += '_pkeys'
1118
    return str_
1119

    
1120
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1121
    default=None, is_func=False):
1122
    '''Recovers from errors.
1123
    Only works under PostgreSQL (uses INSERT RETURNING).
1124
    @param in_tables The main input table to select from, followed by a list of
1125
        tables to join with it using the main input table's pkey
1126
    @param mapping dict(out_table_col=in_table_col, ...)
1127
        * out_table_col: str (*not* sql_gen.Col)
1128
        * in_table_col: sql_gen.Col|literal-value
1129
    @param into The table to contain the output and input pkeys.
1130
        Defaults to `out_table.name+'_pkeys'`.
1131
    @param default The *output* column to use as the pkey for missing rows.
1132
        If this output column does not exist in the mapping, uses None.
1133
    @param is_func Whether out_table is the name of a SQL function, not a table
1134
    @return sql_gen.Col Where the output pkeys are made available
1135
    '''
1136
    out_table = sql_gen.as_Table(out_table)
1137
    
1138
    def log_debug(msg): db.log_debug(msg, level=1.5)
1139
    def col_ustr(str_):
1140
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1141
    
1142
    log_debug('********** New iteration **********')
1143
    log_debug('Inserting these input columns into '+strings.as_tt(
1144
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1145
    
1146
    # Create input joins from list of input tables
1147
    in_tables_ = in_tables[:] # don't modify input!
1148
    in_tables0 = in_tables_.pop(0) # first table is separate
1149
    errors_table_ = errors_table(db, in_tables0)
1150
    in_pkey = pkey(db, in_tables0, recover=True)
1151
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1152
    input_joins = [in_tables0]+[sql_gen.Join(v,
1153
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1154
    
1155
    if into == None:
1156
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1157
    into = sql_gen.as_Table(into)
1158
    
1159
    # Set column sources
1160
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1161
    for col in in_cols:
1162
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1163
    
1164
    log_debug('Joining together input tables into temp table')
1165
    # Place in new table for speed and so don't modify input if values edited
1166
    in_table = sql_gen.Table('in')
1167
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1168
        preserve=[in_pkey_col], start=0))
1169
    input_joins = [in_table]
1170
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1171
    
1172
    mapping = sql_gen.ColDict(db, out_table, mapping)
1173
        # after applying dicts.join() because that returns a plain dict
1174
    
1175
    # Resolve default value column
1176
    try: default = mapping[default]
1177
    except KeyError:
1178
        if default != None:
1179
            db.log_debug('Default value column '
1180
                +strings.as_tt(strings.repr_no_u(default))
1181
                +' does not exist in mapping, falling back to None', level=2.1)
1182
            default = None
1183
    
1184
    out_pkey = pkey(db, out_table, recover=True)
1185
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1186
    
1187
    pkeys_names = [in_pkey, out_pkey]
1188
    pkeys_cols = [in_pkey_col, out_pkey_col]
1189
    
1190
    pkeys_table_exists_ref = [False]
1191
    def insert_into_pkeys(joins, cols):
1192
        query, params = mk_select(db, joins, cols, order_by=None, start=0)
1193
        if pkeys_table_exists_ref[0]:
1194
            insert_select(db, into, pkeys_names, query, params)
1195
        else:
1196
            run_query_into(db, query, params, into=into)
1197
            pkeys_table_exists_ref[0] = True
1198
    
1199
    limit_ref = [None]
1200
    conds = set()
1201
    distinct_on = []
1202
    def mk_main_select(joins, cols):
1203
        return mk_select(db, joins, cols, conds, distinct_on,
1204
            limit=limit_ref[0], start=0)
1205
    
1206
    exc_strs = set()
1207
    def log_exc(e):
1208
        e_str = exc.str_(e, first_line_only=True)
1209
        log_debug('Caught exception: '+e_str)
1210
        assert e_str not in exc_strs # avoid infinite loops
1211
        exc_strs.add(e_str)
1212
    
1213
    def remove_all_rows():
1214
        log_debug('Returning NULL for all rows')
1215
        limit_ref[0] = 0 # just create an empty pkeys table
1216
    
1217
    def ignore(in_col, value, e):
1218
        track_data_error(db, errors_table_, in_col.srcs, value, e.cause.pgcode,
1219
            e.cause.pgerror)
1220
        
1221
        in_col_str = strings.as_tt(repr(in_col))
1222
        db.log_debug('Adding index on '+in_col_str+' to enable fast filtering',
1223
            level=2.5)
1224
        add_index(db, in_col)
1225
        
1226
        log_debug('Ignoring rows with '+in_col_str+' = '
1227
            +strings.as_tt(repr(value)))
1228
    def remove_rows(in_col, value, e):
1229
        ignore(in_col, value, e)
1230
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1231
        assert cond not in conds # avoid infinite loops
1232
        conds.add(cond)
1233
    def invalid2null(in_col, value, e):
1234
        ignore(in_col, value, e)
1235
        update(db, in_table, [(in_col, None)],
1236
            sql_gen.ColValueCond(in_col, value))
1237
    
1238
    def insert_pkeys_table(which):
1239
        return sql_gen.Table(sql_gen.add_suffix(in_table.name,
1240
            '_insert_'+which+'_pkeys'))
1241
    insert_out_pkeys = insert_pkeys_table('out')
1242
    insert_in_pkeys = insert_pkeys_table('in')
1243
    
1244
    # Do inserts and selects
1245
    join_cols = sql_gen.ColDict(db, out_table)
1246
    while True:
1247
        if limit_ref[0] == 0: # special case
1248
            log_debug('Creating an empty pkeys table')
1249
            cur = run_query_into(db, *mk_select(db, out_table, [out_pkey],
1250
                limit=limit_ref[0]), into=insert_out_pkeys)
1251
            break # don't do main case
1252
        
1253
        has_joins = join_cols != {}
1254
        
1255
        # Prepare to insert new rows
1256
        insert_joins = input_joins[:] # don't modify original!
1257
        insert_args = dict(recover=True, cacheable=False)
1258
        if has_joins:
1259
            distinct_on = [v.to_Col() for v in join_cols.values()]
1260
            insert_joins.append(sql_gen.Join(out_table, join_cols,
1261
                sql_gen.filter_out))
1262
        else:
1263
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1264
        main_select = mk_main_select(insert_joins, mapping.values())[0]
1265
        
1266
        log_debug('Trying to insert new rows')
1267
        try:
1268
            cur = insert_select(db, out_table, mapping.keys(), main_select,
1269
                **insert_args)
1270
            break # insert successful
1271
        except DuplicateKeyException, e:
1272
            log_exc(e)
1273
            
1274
            old_join_cols = join_cols.copy()
1275
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1276
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1277
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1278
            assert join_cols != old_join_cols # avoid infinite loops
1279
        except NullValueException, e:
1280
            log_exc(e)
1281
            
1282
            out_col, = e.cols
1283
            try: in_col = mapping[out_col]
1284
            except KeyError:
1285
                log_debug('Missing mapping for NOT NULL column '+out_col)
1286
                remove_all_rows()
1287
            else: remove_rows(in_col, None, e)
1288
        except FunctionValueException, e:
1289
            log_exc(e)
1290
            
1291
            func_name = e.name
1292
            value = e.value
1293
            for out_col, in_col in mapping.iteritems():
1294
                in_col = sql_gen.unwrap_func_call(in_col, func_name)
1295
                invalid2null(in_col, value, e)
1296
        except MissingCastException, e:
1297
            log_exc(e)
1298
            
1299
            out_col = e.col
1300
            type_ = e.type
1301
            
1302
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
1303
                +strings.as_tt(type_))
1304
            def wrap_func(col): return cast(db, type_, col, errors_table_)
1305
            mapping[out_col] = sql_gen.wrap(wrap_func, mapping[out_col])
1306
        except DatabaseErrors, e:
1307
            log_exc(e)
1308
            
1309
            msg = 'No handler for exception: '+exc.str_(e)
1310
            warnings.warn(DbWarning(msg))
1311
            log_debug(msg)
1312
            remove_all_rows()
1313
        # after exception handled, rerun loop with additional constraints
1314
    
1315
    if row_ct_ref != None and cur.rowcount >= 0:
1316
        row_ct_ref[0] += cur.rowcount
1317
    
1318
    if has_joins:
1319
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1320
        log_debug('Getting output table pkeys of existing/inserted rows')
1321
        insert_into_pkeys(select_joins, pkeys_cols)
1322
    else:
1323
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1324
        
1325
        log_debug('Getting input table pkeys of inserted rows')
1326
        run_query_into(db, *mk_main_select(input_joins, [in_pkey]),
1327
            into=insert_in_pkeys)
1328
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1329
        
1330
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1331
            insert_in_pkeys)
1332
        
1333
        log_debug('Combining output and input pkeys in inserted order')
1334
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1335
            {row_num_col: sql_gen.join_same_not_null})]
1336
        insert_into_pkeys(pkey_joins, pkeys_names)
1337
    
1338
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1339
    add_pkey(db, into)
1340
    
1341
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1342
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1343
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1344
        # must use join_same_not_null or query will take forever
1345
    insert_into_pkeys(missing_rows_joins,
1346
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1347
    
1348
    assert table_row_count(db, into) == table_row_count(db, in_table)
1349
    
1350
    srcs = []
1351
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
1352
    return sql_gen.Col(out_pkey, into, srcs)
1353

    
1354
##### Data cleanup
1355

    
1356
def cleanup_table(db, table, cols):
1357
    table = sql_gen.as_Table(table)
1358
    cols = map(sql_gen.as_Col, cols)
1359
    
1360
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1361
        +db.esc_value(r'\N')+')')
1362
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1363
        for v in cols]
1364
    
1365
    update(db, table, changes)
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