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

    
829
##### Database structure queries
830

    
831
def table_row_count(db, table, recover=None):
832
    return value(run_query(db, *mk_select(db, table, [sql_gen.row_count],
833
        order_by=None, start=0), recover=recover, log_level=3))
834

    
835
def table_cols(db, table, recover=None):
836
    return list(col_names(select(db, table, limit=0, order_by=None,
837
        recover=recover, log_level=4)))
838

    
839
def pkey(db, table, recover=None):
840
    '''Assumed to be first column in table'''
841
    return table_cols(db, table, recover)[0]
842

    
843
not_null_col = 'not_null_col'
844

    
845
def table_not_null_col(db, table, recover=None):
846
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
847
    if not_null_col in table_cols(db, table, recover): return not_null_col
848
    else: return pkey(db, table, recover)
849

    
850
def index_cols(db, table, index):
851
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
852
    automatically created. When you don't know whether something is a UNIQUE
853
    constraint or a UNIQUE index, use this function.'''
854
    module = util.root_module(db.db)
855
    if module == 'psycopg2':
856
        return list(values(run_query(db, '''\
857
SELECT attname
858
FROM
859
(
860
        SELECT attnum, attname
861
        FROM pg_index
862
        JOIN pg_class index ON index.oid = indexrelid
863
        JOIN pg_class table_ ON table_.oid = indrelid
864
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
865
        WHERE
866
            table_.relname = %(table)s
867
            AND index.relname = %(index)s
868
    UNION
869
        SELECT attnum, attname
870
        FROM
871
        (
872
            SELECT
873
                indrelid
874
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
875
                    AS indkey
876
            FROM pg_index
877
            JOIN pg_class index ON index.oid = indexrelid
878
            JOIN pg_class table_ ON table_.oid = indrelid
879
            WHERE
880
                table_.relname = %(table)s
881
                AND index.relname = %(index)s
882
        ) s
883
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
884
) s
885
ORDER BY attnum
886
''',
887
            {'table': table, 'index': index}, cacheable=True, log_level=4)))
888
    else: raise NotImplementedError("Can't list index columns for "+module+
889
        ' database')
890

    
891
def constraint_cols(db, table, constraint):
892
    module = util.root_module(db.db)
893
    if module == 'psycopg2':
894
        return list(values(run_query(db, '''\
895
SELECT attname
896
FROM pg_constraint
897
JOIN pg_class ON pg_class.oid = conrelid
898
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
899
WHERE
900
    relname = %(table)s
901
    AND conname = %(constraint)s
902
ORDER BY attnum
903
''',
904
            {'table': table, 'constraint': constraint})))
905
    else: raise NotImplementedError("Can't list constraint columns for "+module+
906
        ' database')
907

    
908
row_num_col = '_row_num'
909

    
910
def add_index(db, exprs, table=None, unique=False):
911
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
912
    Currently, only function calls are supported as expressions.
913
    '''
914
    if not lists.is_seq(exprs): exprs = [exprs]
915
    
916
    # Parse exprs
917
    old_exprs = exprs[:]
918
    exprs = []
919
    cols = []
920
    for i, expr in enumerate(old_exprs):
921
        expr = copy.deepcopy(expr) # don't modify input!
922
        expr = sql_gen.as_Col(expr)
923
        
924
        # Extract col
925
        if isinstance(expr, sql_gen.FunctionCall):
926
            col = expr.args[0]
927
            expr = sql_gen.Expr(expr)
928
        else: col = expr
929
        
930
        # Extract table
931
        if table == None:
932
            assert sql_gen.is_table_col(col)
933
            table = col.table
934
        
935
        col.table = None
936
        
937
        exprs.append(expr)
938
        cols.append(col)
939
    
940
    table = sql_gen.as_Table(table)
941
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
942
    
943
    str_ = 'CREATE'
944
    if unique: str_ += ' UNIQUE'
945
    str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
946
        ', '.join((v.to_str(db) for v in exprs)))+')'
947
    
948
    try: run_query(db, str_, recover=True, cacheable=True, log_level=3)
949
    except DuplicateTableException: pass # index already existed
950

    
951
def add_pkey(db, table, cols=None, recover=None):
952
    '''Adds a primary key.
953
    @param cols [sql_gen.Col,...] The columns in the primary key.
954
        Defaults to the first column in the table.
955
    @pre The table must not already have a primary key.
956
    '''
957
    table = sql_gen.as_Table(table)
958
    if cols == None: cols = [pkey(db, table, recover)]
959
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
960
    
961
    index = sql_gen.as_Table(sql_gen.add_suffix(table.name, '_pkey'))
962
    try:
963
        run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD CONSTRAINT '
964
            +index.to_str(db)+' PRIMARY KEY ('+(', '.join(col_strs))+')',
965
            recover=True, cacheable=True, log_level=3,
966
            log_ignore_excs=(DuplicateTableException,))
967
    except DuplicateTableException, e:
968
        index.name = next_version(index.name)
969
        # try again with next version of name
970

    
971
def add_row_num(db, table):
972
    '''Adds a row number column to a table. Its name is in row_num_col. It will
973
    be the primary key.'''
974
    table = sql_gen.as_Table(table).to_str(db)
975
    run_query(db, 'ALTER TABLE '+table+' ADD COLUMN '+row_num_col
976
        +' serial NOT NULL PRIMARY KEY', log_level=3)
977

    
978
def create_table(db, table, cols, has_pkey=True, col_indexes=True):
979
    '''Creates a table.
980
    @param cols [sql_gen.TypedCol,...] The column names and types
981
    @param has_pkey If set, the first column becomes the primary key.
982
    @param col_indexes bool|[ref]
983
        * If True, indexes will be added on all non-pkey columns.
984
        * If a list reference, [0] will be set to a function to do this.
985
          This can be used to delay index creation until the table is populated.
986
    '''
987
    table = sql_gen.as_Table(table)
988
    
989
    if has_pkey:
990
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
991
        pkey.type += ' NOT NULL PRIMARY KEY'
992
    
993
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
994
    str_ += '\n, '.join(v.to_str(db) for v in cols)
995
    str_ += '\n);\n'
996
    run_query(db, str_, cacheable=True, log_level=2)
997
    
998
    # Add indexes
999
    if has_pkey: index_cols = cols[1:]
1000
    else: index_cols = cols
1001
    def add_indexes():
1002
        for col in index_cols: add_index(db, col.to_Col(), table)
1003
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes # defer
1004
    elif col_indexes: add_indexes() # add now
1005

    
1006
def vacuum(db, table):
1007
    table = sql_gen.as_Table(table)
1008
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1009
        log_level=3))
1010

    
1011
def truncate(db, table, schema='public'):
1012
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE')
1013

    
1014
def tables(db, schema_like='public', table_like='%', exact=False):
1015
    if exact: compare = '='
1016
    else: compare = 'LIKE'
1017
    
1018
    module = util.root_module(db.db)
1019
    params = {'schema_like': schema_like, 'table_like': table_like}
1020
    if module == 'psycopg2':
1021
        return values(run_query(db, '''\
1022
SELECT tablename
1023
FROM pg_tables
1024
WHERE
1025
    schemaname '''+compare+''' %(schema_like)s
1026
    AND tablename '''+compare+''' %(table_like)s
1027
ORDER BY tablename
1028
''',
1029
            params, cacheable=True, log_level=4))
1030
    elif module == 'MySQLdb':
1031
        return values(run_query(db, 'SHOW TABLES LIKE %(table_like)s', params,
1032
            cacheable=True, log_level=4))
1033
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1034

    
1035
def table_exists(db, table):
1036
    table = sql_gen.as_Table(table)
1037
    return list(tables(db, table.schema, table.name, exact=True)) != []
1038

    
1039
def errors_table(db, table, if_exists=True):
1040
    '''
1041
    @param if_exists If set, returns None if the errors table doesn't exist
1042
    @return None|sql_gen.Table
1043
    '''
1044
    table = sql_gen.as_Table(table)
1045
    if table.srcs != (): table = table.srcs[0]
1046
    
1047
    errors_table = sql_gen.suffixed_table(table, '.errors')
1048
    if if_exists and not table_exists(db, errors_table): return None
1049
    return errors_table
1050

    
1051
##### Database management
1052

    
1053
def empty_db(db, schema='public', **kw_args):
1054
    '''For kw_args, see tables()'''
1055
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1056

    
1057
##### Heuristic queries
1058

    
1059
def put(db, table, row, pkey_=None, row_ct_ref=None):
1060
    '''Recovers from errors.
1061
    Only works under PostgreSQL (uses INSERT RETURNING).
1062
    '''
1063
    row = sql_gen.ColDict(db, table, row)
1064
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1065
    
1066
    try:
1067
        cur = insert(db, table, row, pkey_, recover=True)
1068
        if row_ct_ref != None and cur.rowcount >= 0:
1069
            row_ct_ref[0] += cur.rowcount
1070
        return value(cur)
1071
    except DuplicateKeyException, e:
1072
        row = sql_gen.ColDict(db, table,
1073
            util.dict_subset_right_join(row, e.cols))
1074
        return value(select(db, table, [pkey_], row, recover=True))
1075

    
1076
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1077
    '''Recovers from errors'''
1078
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1079
    except StopIteration:
1080
        if not create: raise
1081
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1082

    
1083
def is_func_result(col):
1084
    return col.table.name.find('(') >= 0 and col.name == 'result'
1085

    
1086
def into_table_name(out_table, in_tables0, mapping, is_func):
1087
    def in_col_str(in_col):
1088
        in_col = sql_gen.remove_col_rename(in_col)
1089
        if isinstance(in_col, sql_gen.Col):
1090
            table = in_col.table
1091
            if table == in_tables0:
1092
                in_col = sql_gen.to_name_only_col(in_col)
1093
            elif is_func_result(in_col): in_col = table # omit col name
1094
        return str(in_col)
1095
    
1096
    str_ = str(out_table)
1097
    if is_func:
1098
        str_ += '('
1099
        
1100
        try: value_in_col = mapping['value']
1101
        except KeyError:
1102
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1103
                for k, v in mapping.iteritems()))
1104
        else: str_ += in_col_str(value_in_col)
1105
        
1106
        str_ += ')'
1107
    else: str_ += '_pkeys'
1108
    return str_
1109

    
1110
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1111
    default=None, is_func=False):
1112
    '''Recovers from errors.
1113
    Only works under PostgreSQL (uses INSERT RETURNING).
1114
    @param in_tables The main input table to select from, followed by a list of
1115
        tables to join with it using the main input table's pkey
1116
    @param mapping dict(out_table_col=in_table_col, ...)
1117
        * out_table_col: str (*not* sql_gen.Col)
1118
        * in_table_col: sql_gen.Col|literal-value
1119
    @param into The table to contain the output and input pkeys.
1120
        Defaults to `out_table.name+'_pkeys'`.
1121
    @param default The *output* column to use as the pkey for missing rows.
1122
        If this output column does not exist in the mapping, uses None.
1123
    @param is_func Whether out_table is the name of a SQL function, not a table
1124
    @return sql_gen.Col Where the output pkeys are made available
1125
    '''
1126
    out_table = sql_gen.as_Table(out_table)
1127
    
1128
    def log_debug(msg): db.log_debug(msg, level=1.5)
1129
    def col_ustr(str_):
1130
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1131
    
1132
    out_pkey = pkey(db, out_table, recover=True)
1133
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1134
    
1135
    if mapping == {}: # need at least one column for INSERT SELECT
1136
        mapping = {out_pkey: None} # ColDict will replace with default value
1137
    
1138
    log_debug('********** New iteration **********')
1139
    log_debug('Inserting these input columns into '+strings.as_tt(
1140
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1141
    
1142
    # Create input joins from list of input tables
1143
    in_tables_ = in_tables[:] # don't modify input!
1144
    in_tables0 = in_tables_.pop(0) # first table is separate
1145
    errors_table_ = errors_table(db, in_tables0)
1146
    in_pkey = pkey(db, in_tables0, recover=True)
1147
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1148
    input_joins = [in_tables0]+[sql_gen.Join(v,
1149
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1150
    
1151
    if into == None:
1152
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1153
    into = sql_gen.as_Table(into)
1154
    
1155
    # Set column sources
1156
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1157
    for col in in_cols:
1158
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1159
    
1160
    log_debug('Joining together input tables into temp table')
1161
    # Place in new table for speed and so don't modify input if values edited
1162
    in_table = sql_gen.Table('in')
1163
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1164
        preserve=[in_pkey_col], start=0))
1165
    input_joins = [in_table]
1166
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1167
    
1168
    mapping = sql_gen.ColDict(db, out_table, mapping)
1169
        # after applying dicts.join() because that returns a plain dict
1170
    
1171
    # Resolve default value column
1172
    try: default = mapping[default]
1173
    except KeyError:
1174
        if default != None:
1175
            db.log_debug('Default value column '
1176
                +strings.as_tt(strings.repr_no_u(default))
1177
                +' does not exist in mapping, falling back to None', level=2.1)
1178
            default = None
1179
    
1180
    pkeys_names = [in_pkey, out_pkey]
1181
    pkeys_cols = [in_pkey_col, out_pkey_col]
1182
    
1183
    pkeys_table_exists_ref = [False]
1184
    def insert_into_pkeys(joins, cols):
1185
        query, params = mk_select(db, joins, cols, order_by=None, start=0)
1186
        if pkeys_table_exists_ref[0]:
1187
            insert_select(db, into, pkeys_names, query, params)
1188
        else:
1189
            run_query_into(db, query, params, into=into)
1190
            pkeys_table_exists_ref[0] = True
1191
    
1192
    limit_ref = [None]
1193
    conds = set()
1194
    distinct_on = []
1195
    def mk_main_select(joins, cols):
1196
        return mk_select(db, joins, cols, conds, distinct_on,
1197
            limit=limit_ref[0], start=0)
1198
    
1199
    exc_strs = set()
1200
    def log_exc(e):
1201
        e_str = exc.str_(e, first_line_only=True)
1202
        log_debug('Caught exception: '+e_str)
1203
        assert e_str not in exc_strs # avoid infinite loops
1204
        exc_strs.add(e_str)
1205
    
1206
    def remove_all_rows():
1207
        log_debug('Returning NULL for all rows')
1208
        limit_ref[0] = 0 # just create an empty pkeys table
1209
    
1210
    def ignore(in_col, value, e):
1211
        track_data_error(db, errors_table_, in_col.srcs, value, e.cause.pgcode,
1212
            e.cause.pgerror)
1213
        
1214
        in_col_str = strings.as_tt(repr(in_col))
1215
        db.log_debug('Adding index on '+in_col_str+' to enable fast filtering',
1216
            level=2.5)
1217
        add_index(db, in_col)
1218
        
1219
        log_debug('Ignoring rows with '+in_col_str+' = '
1220
            +strings.as_tt(repr(value)))
1221
    def remove_rows(in_col, value, e):
1222
        ignore(in_col, value, e)
1223
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1224
        assert cond not in conds # avoid infinite loops
1225
        conds.add(cond)
1226
    def invalid2null(in_col, value, e):
1227
        ignore(in_col, value, e)
1228
        update(db, in_table, [(in_col, None)],
1229
            sql_gen.ColValueCond(in_col, value))
1230
    
1231
    def insert_pkeys_table(which):
1232
        return sql_gen.Table(sql_gen.add_suffix(in_table.name,
1233
            '_insert_'+which+'_pkeys'))
1234
    insert_out_pkeys = insert_pkeys_table('out')
1235
    insert_in_pkeys = insert_pkeys_table('in')
1236
    
1237
    # Do inserts and selects
1238
    join_cols = sql_gen.ColDict(db, out_table)
1239
    while True:
1240
        if limit_ref[0] == 0: # special case
1241
            log_debug('Creating an empty pkeys table')
1242
            cur = run_query_into(db, *mk_select(db, out_table, [out_pkey],
1243
                limit=limit_ref[0]), into=insert_out_pkeys)
1244
            break # don't do main case
1245
        
1246
        has_joins = join_cols != {}
1247
        
1248
        # Prepare to insert new rows
1249
        insert_joins = input_joins[:] # don't modify original!
1250
        insert_args = dict(recover=True, cacheable=False)
1251
        if has_joins:
1252
            distinct_on = [v.to_Col() for v in join_cols.values()]
1253
            insert_joins.append(sql_gen.Join(out_table, join_cols,
1254
                sql_gen.filter_out))
1255
        else:
1256
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1257
        main_select = mk_main_select(insert_joins, mapping.values())[0]
1258
        
1259
        log_debug('Trying to insert new rows')
1260
        try:
1261
            cur = insert_select(db, out_table, mapping.keys(), main_select,
1262
                **insert_args)
1263
            break # insert successful
1264
        except DuplicateKeyException, e:
1265
            log_exc(e)
1266
            
1267
            old_join_cols = join_cols.copy()
1268
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1269
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1270
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1271
            assert join_cols != old_join_cols # avoid infinite loops
1272
        except NullValueException, e:
1273
            log_exc(e)
1274
            
1275
            out_col, = e.cols
1276
            try: in_col = mapping[out_col]
1277
            except KeyError:
1278
                log_debug('Missing mapping for NOT NULL column '+out_col)
1279
                remove_all_rows()
1280
            else: remove_rows(in_col, None, e)
1281
        except FunctionValueException, e:
1282
            log_exc(e)
1283
            
1284
            func_name = e.name
1285
            value = e.value
1286
            for out_col, in_col in mapping.iteritems():
1287
                in_col = sql_gen.unwrap_func_call(in_col, func_name)
1288
                invalid2null(in_col, value, e)
1289
        except MissingCastException, e:
1290
            log_exc(e)
1291
            
1292
            out_col = e.col
1293
            type_ = e.type
1294
            
1295
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
1296
                +strings.as_tt(type_))
1297
            def wrap_func(col): return cast(db, type_, col, errors_table_)
1298
            mapping[out_col] = sql_gen.wrap(wrap_func, mapping[out_col])
1299
        except DatabaseErrors, e:
1300
            log_exc(e)
1301
            
1302
            msg = 'No handler for exception: '+exc.str_(e)
1303
            warnings.warn(DbWarning(msg))
1304
            log_debug(msg)
1305
            remove_all_rows()
1306
        # after exception handled, rerun loop with additional constraints
1307
    
1308
    if row_ct_ref != None and cur.rowcount >= 0:
1309
        row_ct_ref[0] += cur.rowcount
1310
    
1311
    if has_joins:
1312
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1313
        log_debug('Getting output table pkeys of existing/inserted rows')
1314
        insert_into_pkeys(select_joins, pkeys_cols)
1315
    else:
1316
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1317
        
1318
        log_debug('Getting input table pkeys of inserted rows')
1319
        run_query_into(db, *mk_main_select(input_joins, [in_pkey]),
1320
            into=insert_in_pkeys)
1321
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1322
        
1323
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1324
            insert_in_pkeys)
1325
        
1326
        log_debug('Combining output and input pkeys in inserted order')
1327
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1328
            {row_num_col: sql_gen.join_same_not_null})]
1329
        insert_into_pkeys(pkey_joins, pkeys_names)
1330
    
1331
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1332
    add_pkey(db, into)
1333
    
1334
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1335
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1336
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1337
        # must use join_same_not_null or query will take forever
1338
    insert_into_pkeys(missing_rows_joins,
1339
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1340
    
1341
    assert table_row_count(db, into) == table_row_count(db, in_table)
1342
    
1343
    srcs = []
1344
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
1345
    return sql_gen.Col(out_pkey, into, srcs)
1346

    
1347
##### Data cleanup
1348

    
1349
def cleanup_table(db, table, cols):
1350
    table = sql_gen.as_Table(table)
1351
    cols = map(sql_gen.as_Col, cols)
1352
    
1353
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1354
        +db.esc_value(r'\N')+')')
1355
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1356
        for v in cols]
1357
    
1358
    update(db, table, changes)
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