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1
# Database access
2

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

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

    
18
##### Exceptions
19

    
20
def get_cur_query(cur, input_query=None, 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
##### Input validation
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
            self._is_insert = query.upper().find('INSERT') >= 0
216
            self.query_lookup = _query_lookup(query, params)
217
            try:
218
                try:
219
                    return_value = self.inner.execute(query, params)
220
                    self.outer.do_autocommit()
221
                finally: self.query = get_cur_query(self.inner, query, params)
222
            except Exception, e:
223
                _add_cursor_info(e, self, query, params)
224
                self.result = e # cache the exception as the result
225
                self._cache_result()
226
                raise
227
            # Fetch all rows so result will be cached
228
            if self.rowcount == 0 and not self._is_insert: consume_rows(self)
229
            return return_value
230
        
231
        def fetchone(self):
232
            row = self.inner.fetchone()
233
            if row != None: self.result.append(row)
234
            # otherwise, fetched all rows
235
            else: self._cache_result()
236
            return row
237
        
238
        def _cache_result(self):
239
            # For inserts, only cache exceptions since inserts are not
240
            # idempotent, but an invalid insert will always be invalid
241
            if self.query_results != None and (not self._is_insert
242
                or isinstance(self.result, Exception)):
243
                
244
                assert self.query_lookup != None
245
                self.query_results[self.query_lookup] = self.CacheCursor(
246
                    util.dict_subset(dicts.AttrsDictView(self),
247
                    ['query', 'result', 'rowcount', 'description']))
248
        
249
        class CacheCursor:
250
            def __init__(self, cached_result): self.__dict__ = cached_result
251
            
252
            def execute(self, *args, **kw_args):
253
                if isinstance(self.result, Exception): raise self.result
254
                # otherwise, result is a rows list
255
                self.iter = iter(self.result)
256
            
257
            def fetchone(self):
258
                try: return self.iter.next()
259
                except StopIteration: return None
260
    
261
    def esc_value(self, value):
262
        try: str_ = self.mogrify('%s', [value])
263
        except NotImplementedError, e:
264
            module = util.root_module(self.db)
265
            if module == 'MySQLdb':
266
                import _mysql
267
                str_ = _mysql.escape_string(value)
268
            else: raise e
269
        return strings.to_unicode(str_)
270
    
271
    def esc_name(self, name): return esc_name(self, name) # calls global func
272
    
273
    def can_mogrify(self):
274
        module = util.root_module(self.db)
275
        return module == 'psycopg2'
276
    
277
    def mogrify(self, query, params=None):
278
        if self.can_mogrify(): return self.db.cursor().mogrify(query, params)
279
        else: raise NotImplementedError("Can't mogrify query")
280
    
281
    def print_notices(self):
282
        if hasattr(self.db, 'notices'):
283
            for msg in self.db.notices:
284
                if msg not in self._notices_seen:
285
                    self._notices_seen.add(msg)
286
                    self.log_debug(msg, level=2)
287
    
288
    def run_query(self, query, params=None, cacheable=False, log_level=2,
289
        debug_msg_ref=None):
290
        '''
291
        @param log_ignore_excs The log_level will be increased by 2 if the query
292
            throws one of these exceptions.
293
        @param debug_msg_ref If specified, the log message will be returned in
294
            this instead of being output. This allows you to filter log messages
295
            depending on the result of the query.
296
        '''
297
        assert query != None
298
        
299
        if not self.caching: cacheable = False
300
        used_cache = False
301
        
302
        def log_msg(query):
303
            if used_cache: cache_status = 'cache hit'
304
            elif cacheable: cache_status = 'cache miss'
305
            else: cache_status = 'non-cacheable'
306
            return 'DB query: '+cache_status+':\n'+strings.as_code(query, 'SQL')
307
        
308
        try:
309
            # Get cursor
310
            if cacheable:
311
                query_lookup = _query_lookup(query, params)
312
                try:
313
                    cur = self.query_results[query_lookup]
314
                    used_cache = True
315
                except KeyError: cur = self.DbCursor(self)
316
            else: cur = self.db.cursor()
317
            
318
            # Log query
319
            if self.debug and debug_msg_ref == None: # log before running
320
                self.log_debug(log_msg(query), log_level)
321
            
322
            # Run query
323
            cur.execute(query, params)
324
        finally:
325
            self.print_notices()
326
            if self.debug and debug_msg_ref != None: # return after running
327
                debug_msg_ref[0] = log_msg(str(get_cur_query(cur, query,
328
                    params)))
329
        
330
        return cur
331
    
332
    def is_cached(self, query, params=None):
333
        return _query_lookup(query, params) in self.query_results
334
    
335
    def with_autocommit(self, func, autocommit=True):
336
        prev_autocommit = self.db.autocommit
337
        self.db.autocommit = autocommit
338
        try: return func()
339
        finally: self.db.autocommit = prev_autocommit
340
    
341
    def with_savepoint(self, func):
342
        savepoint = 'level_'+str(self._savepoint)
343
        self.run_query('SAVEPOINT '+savepoint, log_level=4)
344
        self._savepoint += 1
345
        try:
346
            try: return_val = func()
347
            finally:
348
                self._savepoint -= 1
349
                assert self._savepoint >= 0
350
        except:
351
            self.run_query('ROLLBACK TO SAVEPOINT '+savepoint, log_level=4)
352
            raise
353
        else:
354
            self.run_query('RELEASE SAVEPOINT '+savepoint, log_level=4)
355
            self.do_autocommit()
356
            return return_val
357
    
358
    def do_autocommit(self):
359
        '''Autocommits if outside savepoint'''
360
        assert self._savepoint >= 0
361
        if self.autocommit and self._savepoint == 0:
362
            self.log_debug('Autocommitting')
363
            self.db.commit()
364
    
365
    def col_default(self, col):
366
        table = sql_gen.Table('columns', 'information_schema')
367
        
368
        conds = [('table_name', col.table.name), ('column_name', col.name)]
369
        schema = col.table.schema
370
        if schema != None: conds.append(('table_schema', schema))
371
        
372
        return sql_gen.as_Code(value(select(self, table, ['column_default'],
373
            conds, order_by='table_schema', limit=1, log_level=3)))
374
            # TODO: order_by search_path schema order
375

    
376
connect = DbConn
377

    
378
##### Querying
379

    
380
def run_raw_query(db, *args, **kw_args):
381
    '''For params, see DbConn.run_query()'''
382
    return db.run_query(*args, **kw_args)
383

    
384
def mogrify(db, query, params):
385
    module = util.root_module(db.db)
386
    if module == 'psycopg2': return db.db.cursor().mogrify(query, params)
387
    else: raise NotImplementedError("Can't mogrify query for "+module+
388
        ' database')
389

    
390
##### Recoverable querying
391

    
392
def with_savepoint(db, func): return db.with_savepoint(func)
393

    
394
def run_query(db, query, params=None, recover=None, cacheable=False,
395
    log_level=2, log_ignore_excs=None, **kw_args):
396
    '''For params, see run_raw_query()'''
397
    if recover == None: recover = False
398
    if log_ignore_excs == None: log_ignore_excs = ()
399
    log_ignore_excs = tuple(log_ignore_excs)
400
    
401
    debug_msg_ref = None # usually, db.run_query() logs query before running it
402
    # But if filtering with log_ignore_excs, wait until after exception parsing
403
    if log_ignore_excs != () or not db.can_mogrify(): debug_msg_ref = [None] 
404
    
405
    try:
406
        try:
407
            def run(): return run_raw_query(db, query, params, cacheable,
408
                log_level, debug_msg_ref, **kw_args)
409
            if recover and not db.is_cached(query, params):
410
                return with_savepoint(db, run)
411
            else: return run() # don't need savepoint if cached
412
        except Exception, e:
413
            if not recover: raise # need savepoint to run index_cols()
414
            msg = exc.str_(e)
415
            
416
            match = re.search(r'duplicate key value violates unique constraint '
417
                r'"((_?[^\W_]+)_.+?)"', msg)
418
            if match:
419
                constraint, table = match.groups()
420
                try: cols = index_cols(db, table, constraint)
421
                except NotImplementedError: raise e
422
                else: raise DuplicateKeyException(constraint, cols, e)
423
            
424
            match = re.search(r'null value in column "(.+?)" violates not-null'
425
                r' constraint', msg)
426
            if match: raise NullValueException('NOT NULL', [match.group(1)], e)
427
            
428
            match = re.search(r'\b(?:invalid input (?:syntax|value)\b.*?'
429
                r'|date/time field value out of range): "(.+?)"\n'
430
                r'(?:(?s).*?)\bfunction "(.+?)"', msg)
431
            if match:
432
                value, name = match.groups()
433
                raise FunctionValueException(name, strings.to_unicode(value), e)
434
            
435
            match = re.search(r'column "(.+?)" is of type (.+?) but expression '
436
                r'is of type', msg)
437
            if match:
438
                col, type_ = match.groups()
439
                raise MissingCastException(type_, col, e)
440
            
441
            match = re.search(r'relation "(.+?)" already exists', msg)
442
            if match: raise DuplicateTableException(match.group(1), e)
443
            
444
            match = re.search(r'function "(.+?)" already exists', msg)
445
            if match: raise DuplicateFunctionException(match.group(1), e)
446
            
447
            raise # no specific exception raised
448
    except log_ignore_excs:
449
        log_level += 2
450
        raise
451
    finally:
452
        if debug_msg_ref != None and debug_msg_ref[0] != None:
453
            db.log_debug(debug_msg_ref[0], log_level)
454

    
455
##### Basic queries
456

    
457
def next_version(name):
458
    version = 1 # first existing name was version 0
459
    match = re.match(r'^(.*)#(\d+)$', name)
460
    if match:
461
        name, version = match.groups()
462
        version = int(version)+1
463
    return sql_gen.add_suffix(name, '#'+str(version))
464

    
465
def run_query_into(db, query, params, into=None, *args, **kw_args):
466
    '''Outputs a query to a temp table.
467
    For params, see run_query().
468
    '''
469
    if into == None: return run_query(db, query, params, *args, **kw_args)
470
    else: # place rows in temp table
471
        assert isinstance(into, sql_gen.Table)
472
        
473
        kw_args['recover'] = True
474
        kw_args.setdefault('log_ignore_excs', (DuplicateTableException,))
475
        
476
        temp = not db.autocommit # tables are permanent in autocommit mode
477
        # "temporary tables cannot specify a schema name", so remove schema
478
        if temp: into.schema = None
479
        
480
        while True:
481
            try:
482
                create_query = 'CREATE'
483
                if temp: create_query += ' TEMP'
484
                create_query += ' TABLE '+into.to_str(db)+' AS\n'+query
485
                
486
                return run_query(db, create_query, params, *args, **kw_args)
487
                    # CREATE TABLE AS sets rowcount to # rows in query
488
            except DuplicateTableException, e:
489
                into.name = next_version(into.name)
490
                # try again with next version of name
491

    
492
order_by_pkey = object() # tells mk_select() to order by the pkey
493

    
494
distinct_on_all = object() # tells mk_select() to SELECT DISTINCT ON all columns
495

    
496
def mk_select(db, tables, fields=None, conds=None, distinct_on=[], limit=None,
497
    start=None, order_by=order_by_pkey, default_table=None):
498
    '''
499
    @param tables The single table to select from, or a list of tables to join
500
        together, with tables after the first being sql_gen.Join objects
501
    @param fields Use None to select all fields in the table
502
    @param conds WHERE conditions: [(compare_left_side, compare_right_side),...]
503
        * container can be any iterable type
504
        * compare_left_side: sql_gen.Code|str (for col name)
505
        * compare_right_side: sql_gen.ValueCond|literal value
506
    @param distinct_on The columns to SELECT DISTINCT ON, or distinct_on_all to
507
        use all columns
508
    @return tuple(query, params)
509
    '''
510
    # Parse tables param
511
    if not lists.is_seq(tables): tables = [tables]
512
    tables = list(tables) # don't modify input! (list() copies input)
513
    table0 = sql_gen.as_Table(tables.pop(0)) # first table is separate
514
    
515
    # Parse other params
516
    if conds == None: conds = []
517
    elif dicts.is_dict(conds): conds = conds.items()
518
    conds = list(conds) # don't modify input! (list() copies input)
519
    assert limit == None or type(limit) == int
520
    assert start == None or type(start) == int
521
    if order_by is order_by_pkey:
522
        if distinct_on != []: order_by = None
523
        else: order_by = pkey(db, table0, recover=True)
524
    
525
    query = 'SELECT'
526
    
527
    def parse_col(col): return sql_gen.as_Col(col, default_table).to_str(db)
528
    
529
    # DISTINCT ON columns
530
    if distinct_on != []:
531
        query += '\nDISTINCT'
532
        if distinct_on is not distinct_on_all:
533
            query += ' ON ('+(', '.join(map(parse_col, distinct_on)))+')'
534
    
535
    # Columns
536
    query += '\n'
537
    if fields == None: query += '*'
538
    else: query += '\n, '.join(map(parse_col, fields))
539
    
540
    # Main table
541
    query += '\nFROM '+table0.to_str(db)
542
    
543
    # Add joins
544
    left_table = table0
545
    for join_ in tables:
546
        table = join_.table
547
        
548
        # Parse special values
549
        if join_.type_ is sql_gen.filter_out: # filter no match
550
            conds.append((sql_gen.Col(table_not_null_col(db, table), table),
551
                None))
552
        
553
        query += '\n'+join_.to_str(db, left_table)
554
        
555
        left_table = table
556
    
557
    missing = True
558
    if conds != []:
559
        if len(conds) == 1: whitespace = ' '
560
        else: whitespace = '\n'
561
        query += '\n'+sql_gen.combine_conds([sql_gen.ColValueCond(l, r)
562
            .to_str(db) for l, r in conds], 'WHERE')
563
        missing = False
564
    if order_by != None:
565
        query += '\nORDER BY '+sql_gen.as_Col(order_by, table0).to_str(db)
566
    if limit != None: query += '\nLIMIT '+str(limit); missing = False
567
    if start != None:
568
        if start != 0: query += '\nOFFSET '+str(start)
569
        missing = False
570
    if missing: warnings.warn(DbWarning(
571
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
572
    
573
    return (query, [])
574

    
575
def select(db, *args, **kw_args):
576
    '''For params, see mk_select() and run_query()'''
577
    recover = kw_args.pop('recover', None)
578
    cacheable = kw_args.pop('cacheable', True)
579
    log_level = kw_args.pop('log_level', 2)
580
    
581
    query, params = mk_select(db, *args, **kw_args)
582
    return run_query(db, query, params, recover, cacheable, log_level=log_level)
583

    
584
def mk_insert_select(db, table, cols=None, select_query=None, params=None,
585
    returning=None, embeddable=False):
586
    '''
587
    @param returning str|None An inserted column (such as pkey) to return
588
    @param embeddable Whether the query should be embeddable as a nested SELECT.
589
        Warning: If you set this and cacheable=True when the query is run, the
590
        query will be fully cached, not just if it raises an exception.
591
    '''
592
    table = sql_gen.remove_table_rename(sql_gen.as_Table(table))
593
    if cols == []: cols = None # no cols (all defaults) = unknown col names
594
    if cols != None:
595
        cols = [sql_gen.to_name_only_col(v, table).to_str(db) for v in cols]
596
    if select_query == None: select_query = 'DEFAULT VALUES'
597
    if returning != None: returning = sql_gen.as_Col(returning, table)
598
    
599
    # Build query
600
    first_line = 'INSERT INTO '+table.to_str(db)
601
    query = first_line
602
    if cols != None: query += '\n('+', '.join(cols)+')'
603
    query += '\n'+select_query
604
    
605
    if returning != None:
606
        query += '\nRETURNING '+sql_gen.to_name_only_col(returning).to_str(db)
607
    
608
    if embeddable:
609
        assert returning != None
610
        
611
        # Create function
612
        function_name = sql_gen.clean_name(first_line)
613
        return_type = 'SETOF '+returning.to_str(db)+'%TYPE'
614
        while True:
615
            try:
616
                function = sql_gen.TempFunction(function_name, db.autocommit)
617
                
618
                function_query = '''\
619
CREATE FUNCTION '''+function.to_str(db)+'''()
620
RETURNS '''+return_type+'''
621
LANGUAGE sql
622
AS $$
623
'''+mogrify(db, query, params)+''';
624
$$;
625
'''
626
                run_query(db, function_query, recover=True, cacheable=True,
627
                    log_ignore_excs=(DuplicateFunctionException,))
628
                break # this version was successful
629
            except DuplicateFunctionException, e:
630
                function_name = next_version(function_name)
631
                # try again with next version of name
632
        
633
        # Return query that uses function
634
        func_table = sql_gen.NamedTable('f', sql_gen.FunctionCall(function),
635
            [returning]) # AS clause requires function alias
636
        return mk_select(db, func_table, start=0, order_by=None)
637
    
638
    return (query, params)
639

    
640
def insert_select(db, *args, **kw_args):
641
    '''For params, see mk_insert_select() and run_query_into()
642
    @param into sql_gen.Table with suggested name of temp table to put RETURNING
643
        values in
644
    '''
645
    into = kw_args.pop('into', None)
646
    if into != None: kw_args['embeddable'] = True
647
    recover = kw_args.pop('recover', None)
648
    cacheable = kw_args.pop('cacheable', True)
649
    log_level = kw_args.pop('log_level', 2)
650
    
651
    query, params = mk_insert_select(db, *args, **kw_args)
652
    return run_query_into(db, query, params, into, recover=recover,
653
        cacheable=cacheable, log_level=log_level)
654

    
655
default = sql_gen.default # tells insert() to use the default value for a column
656

    
657
def insert(db, table, row, *args, **kw_args):
658
    '''For params, see insert_select()'''
659
    if lists.is_seq(row): cols = None
660
    else:
661
        cols = row.keys()
662
        row = row.values()
663
    row = list(row) # ensure that "== []" works
664
    
665
    if row == []: query = None
666
    else: query = sql_gen.Values(row).to_str(db)
667
    
668
    return insert_select(db, table, cols, query, [], *args, **kw_args)
669

    
670
def mk_update(db, table, changes=None, cond=None):
671
    '''
672
    @param changes [(col, new_value),...]
673
        * container can be any iterable type
674
        * col: sql_gen.Code|str (for col name)
675
        * new_value: sql_gen.Code|literal value
676
    @param cond sql_gen.Code WHERE condition. e.g. use sql_gen.*Cond objects.
677
    @return str query
678
    '''
679
    query = 'UPDATE '+sql_gen.as_Table(table).to_str(db)+'\nSET\n'
680
    query += ',\n'.join((sql_gen.to_name_only_col(col, table).to_str(db)+' = '
681
        +sql_gen.as_Value(new_value).to_str(db) for col, new_value in changes))
682
    if cond != None: query += '\nWHERE\n'+cond.to_str(db)
683
    
684
    return query
685

    
686
def update(db, *args, **kw_args):
687
    '''For params, see mk_update() and run_query()'''
688
    recover = kw_args.pop('recover', None)
689
    
690
    return run_query(db, mk_update(db, *args, **kw_args), [], recover)
691

    
692
def last_insert_id(db):
693
    module = util.root_module(db.db)
694
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
695
    elif module == 'MySQLdb': return db.insert_id()
696
    else: return None
697

    
698
def mk_flatten_mapping(db, into, cols, preserve=[], as_items=False):
699
    '''Creates a mapping from original column names (which may have collisions)
700
    to names that will be distinct among the columns' tables.
701
    This is meant to be used for several tables that are being joined together.
702
    @param cols The columns to combine. Duplicates will be removed.
703
    @param into The table for the new columns.
704
    @param preserve [sql_gen.Col...] Columns not to rename. Note that these
705
        columns will be included in the mapping even if they are not in cols.
706
        The tables of the provided Col objects will be changed to into, so make
707
        copies of them if you want to keep the original tables.
708
    @param as_items Whether to return a list of dict items instead of a dict
709
    @return dict(orig_col=new_col, ...)
710
        * orig_col: sql_gen.Col(orig_col_name, orig_table)
711
        * new_col: sql_gen.Col(orig_col_name, into)
712
        * All mappings use the into table so its name can easily be
713
          changed for all columns at once
714
    '''
715
    cols = lists.uniqify(cols)
716
    
717
    items = []
718
    for col in preserve:
719
        orig_col = copy.copy(col)
720
        col.table = into
721
        items.append((orig_col, col))
722
    preserve = set(preserve)
723
    for col in cols:
724
        if col not in preserve:
725
            items.append((col, sql_gen.Col(str(col), into, col.srcs)))
726
    
727
    if not as_items: items = dict(items)
728
    return items
729

    
730
def flatten(db, into, joins, cols, limit=None, start=None, **kw_args):
731
    '''For params, see mk_flatten_mapping()
732
    @return See return value of mk_flatten_mapping()
733
    '''
734
    items = mk_flatten_mapping(db, into, cols, as_items=True, **kw_args)
735
    cols = [sql_gen.NamedCol(new.name, old) for old, new in items]
736
    run_query_into(db, *mk_select(db, joins, cols, limit=limit, start=start),
737
        into=into)
738
    return dict(items)
739

    
740
def mk_track_data_error(db, errors_table, cols, value, error_code, error):
741
    cols = map(sql_gen.to_name_only_col, cols)
742
    
743
    columns_cols = ['column']
744
    columns = sql_gen.NamedValues('columns', columns_cols,
745
        [[c.name] for c in cols])
746
    values_cols = ['value', 'error_code', 'error']
747
    values = sql_gen.NamedValues('values', values_cols,
748
        [value, error_code, error])
749
    
750
    select_cols = columns_cols+values_cols
751
    name_only_cols = map(sql_gen.to_name_only_col, select_cols)
752
    errors_table = sql_gen.NamedTable('errors', errors_table)
753
    joins = [columns, sql_gen.Join(values, type_='CROSS'),
754
        sql_gen.Join(errors_table, dict(zip(name_only_cols, select_cols)),
755
        sql_gen.filter_out)]
756
    
757
    return mk_insert_select(db, errors_table, name_only_cols,
758
        *mk_select(db, joins, select_cols, order_by=None))[0]
759

    
760
def track_data_error(db, errors_table, *args, **kw_args):
761
    '''
762
    @param errors_table If None, does nothing.
763
    '''
764
    if errors_table == None: return
765
    run_query(db, mk_track_data_error(db, errors_table, *args, **kw_args),
766
        cacheable=True, log_level=4)
767

    
768
def cast(db, type_, col, errors_table=None):
769
    '''Casts an (unrenamed) column or value.
770
    If a column, converts any errors to warnings.
771
    @param col sql_gen.Col|sql_gen.Literal
772
    @param errors_table None|sql_gen.Table|str
773
        If set and col is a column with srcs, saves any errors in this table,
774
        using column's srcs attr as the source columns.
775
    '''
776
    if isinstance(col, sql_gen.Literal): # literal value, so just cast
777
        return sql_gen.CustomCode(col.to_str(db)+'::'+type_)
778
    
779
    assert isinstance(col, sql_gen.Col)
780
    assert not isinstance(col, sql_gen.NamedCol)
781
    
782
    save_errors = errors_table != None and col.srcs != ()
783
    if save_errors:
784
        errors_table = sql_gen.as_Table(errors_table)
785
        srcs = map(sql_gen.to_name_only_col, col.srcs)
786
        function_name = str(sql_gen.FunctionCall(type_, *srcs))
787
    else: function_name = type_
788
    function = sql_gen.TempFunction(function_name, db.autocommit)
789
    
790
    while True:
791
        # Create function definition
792
        query = '''\
793
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
794
RETURNS '''+type_+'''
795
LANGUAGE plpgsql
796
'''
797
        if not save_errors: query += 'IMMUTABLE\n'
798
        query += '''\
799
STRICT
800
AS $$
801
BEGIN
802
    /* The explicit cast to the return type is needed to make the cast happen
803
    inside the try block. (Implicit casts to the return type happen at the end
804
    of the function, outside any block.) */
805
    RETURN value::'''+type_+''';
806
EXCEPTION
807
    WHEN data_exception THEN
808
'''
809
        if save_errors:
810
            query += '''\
811
        -- Save error in errors table.
812
        -- Insert the value and error for *each* source column.
813
'''+mk_track_data_error(db, errors_table, srcs,
814
    *map(sql_gen.CustomCode, ['value', 'SQLSTATE', 'SQLERRM']))+''';
815
        
816
'''
817
        query += '''\
818
        RAISE WARNING '%', SQLERRM;
819
        RETURN NULL;
820
END;
821
$$;
822
'''
823
        
824
        # Create function
825
        try:
826
            run_query(db, query, recover=True, cacheable=True,
827
                log_ignore_excs=(DuplicateFunctionException,))
828
            break # successful
829
        except DuplicateFunctionException:
830
            if save_errors: function.name = next_version(function.name)
831
                # try again with next version of name
832
            else: break # plain cast function, so only need one version
833
    
834
    return sql_gen.FunctionCall(function, col)
835

    
836
##### Database structure queries
837

    
838
def table_row_count(db, table, recover=None):
839
    return value(run_query(db, *mk_select(db, table, [sql_gen.row_count],
840
        order_by=None, start=0), recover=recover, log_level=3))
841

    
842
def table_cols(db, table, recover=None):
843
    return list(col_names(select(db, table, limit=0, order_by=None,
844
        recover=recover, log_level=4)))
845

    
846
def pkey(db, table, recover=None):
847
    '''Assumed to be first column in table'''
848
    return table_cols(db, table, recover)[0]
849

    
850
not_null_col = 'not_null_col'
851

    
852
def table_not_null_col(db, table, recover=None):
853
    '''Name assumed to be the value of not_null_col. If not found, uses pkey.'''
854
    if not_null_col in table_cols(db, table, recover): return not_null_col
855
    else: return pkey(db, table, recover)
856

    
857
def index_cols(db, table, index):
858
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
859
    automatically created. When you don't know whether something is a UNIQUE
860
    constraint or a UNIQUE index, use this function.'''
861
    module = util.root_module(db.db)
862
    if module == 'psycopg2':
863
        return list(values(run_query(db, '''\
864
SELECT attname
865
FROM
866
(
867
        SELECT attnum, attname
868
        FROM pg_index
869
        JOIN pg_class index ON index.oid = indexrelid
870
        JOIN pg_class table_ ON table_.oid = indrelid
871
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
872
        WHERE
873
            table_.relname = %(table)s
874
            AND index.relname = %(index)s
875
    UNION
876
        SELECT attnum, attname
877
        FROM
878
        (
879
            SELECT
880
                indrelid
881
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
882
                    AS indkey
883
            FROM pg_index
884
            JOIN pg_class index ON index.oid = indexrelid
885
            JOIN pg_class table_ ON table_.oid = indrelid
886
            WHERE
887
                table_.relname = %(table)s
888
                AND index.relname = %(index)s
889
        ) s
890
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
891
) s
892
ORDER BY attnum
893
''',
894
            {'table': table, 'index': index}, cacheable=True, log_level=4)))
895
    else: raise NotImplementedError("Can't list index columns for "+module+
896
        ' database')
897

    
898
def constraint_cols(db, table, constraint):
899
    module = util.root_module(db.db)
900
    if module == 'psycopg2':
901
        return list(values(run_query(db, '''\
902
SELECT attname
903
FROM pg_constraint
904
JOIN pg_class ON pg_class.oid = conrelid
905
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
906
WHERE
907
    relname = %(table)s
908
    AND conname = %(constraint)s
909
ORDER BY attnum
910
''',
911
            {'table': table, 'constraint': constraint})))
912
    else: raise NotImplementedError("Can't list constraint columns for "+module+
913
        ' database')
914

    
915
row_num_col = '_row_num'
916

    
917
def add_index(db, exprs, table=None, unique=False):
918
    '''Adds an index on column(s) or expression(s) if it doesn't already exist.
919
    Currently, only function calls are supported as expressions.
920
    '''
921
    if not lists.is_seq(exprs): exprs = [exprs]
922
    
923
    # Parse exprs
924
    old_exprs = exprs[:]
925
    exprs = []
926
    cols = []
927
    for i, expr in enumerate(old_exprs):
928
        expr = copy.deepcopy(expr) # don't modify input!
929
        expr = sql_gen.as_Col(expr)
930
        
931
        # Extract col
932
        if isinstance(expr, sql_gen.FunctionCall):
933
            col = expr.args[0]
934
            expr = sql_gen.Expr(expr)
935
        else: col = expr
936
        
937
        # Extract table
938
        if table == None:
939
            assert sql_gen.is_table_col(col)
940
            table = col.table
941
        
942
        col.table = None
943
        
944
        exprs.append(expr)
945
        cols.append(col)
946
    
947
    table = sql_gen.as_Table(table)
948
    index = sql_gen.Table(str(sql_gen.Col(','.join(map(str, cols)), table)))
949
    
950
    str_ = 'CREATE'
951
    if unique: str_ += ' UNIQUE'
952
    str_ += ' INDEX '+index.to_str(db)+' ON '+table.to_str(db)+' ('+(
953
        ', '.join((v.to_str(db) for v in exprs)))+')'
954
    
955
    try: run_query(db, str_, recover=True, cacheable=True, log_level=3)
956
    except DuplicateTableException: pass # index already existed
957

    
958
def add_pkey(db, table, cols=None, recover=None):
959
    '''Adds a primary key.
960
    @param cols [sql_gen.Col,...] The columns in the primary key.
961
        Defaults to the first column in the table.
962
    @pre The table must not already have a primary key.
963
    '''
964
    table = sql_gen.as_Table(table)
965
    if cols == None: cols = [pkey(db, table, recover)]
966
    col_strs = [sql_gen.to_name_only_col(v).to_str(db) for v in cols]
967
    
968
    index = sql_gen.as_Table(sql_gen.add_suffix(table.name, '_pkey'))
969
    try:
970
        run_query(db, 'ALTER TABLE '+table.to_str(db)+' ADD CONSTRAINT '
971
            +index.to_str(db)+' PRIMARY KEY ('+(', '.join(col_strs))+')',
972
            recover=True, cacheable=True, log_level=3,
973
            log_ignore_excs=(DuplicateTableException,))
974
    except DuplicateTableException, e:
975
        index.name = next_version(index.name)
976
        # try again with next version of name
977

    
978
def add_row_num(db, table):
979
    '''Adds a row number column to a table. Its name is in row_num_col. It will
980
    be the primary key.'''
981
    table = sql_gen.as_Table(table).to_str(db)
982
    run_query(db, 'ALTER TABLE '+table+' ADD COLUMN '+row_num_col
983
        +' serial NOT NULL PRIMARY KEY', log_level=3)
984

    
985
def create_table(db, table, cols, has_pkey=True, col_indexes=True):
986
    '''Creates a table.
987
    @param cols [sql_gen.TypedCol,...] The column names and types
988
    @param has_pkey If set, the first column becomes the primary key.
989
    @param col_indexes bool|[ref]
990
        * If True, indexes will be added on all non-pkey columns.
991
        * If a list reference, [0] will be set to a function to do this.
992
          This can be used to delay index creation until the table is populated.
993
    '''
994
    table = sql_gen.as_Table(table)
995
    
996
    if has_pkey:
997
        cols[0] = pkey = copy.copy(cols[0]) # don't modify input!
998
        pkey.type += ' NOT NULL PRIMARY KEY'
999
    
1000
    str_ = 'CREATE TABLE '+table.to_str(db)+' (\n'
1001
    str_ += '\n, '.join(v.to_str(db) for v in cols)
1002
    str_ += '\n);\n'
1003
    run_query(db, str_, cacheable=True, log_level=2)
1004
    
1005
    # Add indexes
1006
    if has_pkey: index_cols = cols[1:]
1007
    else: index_cols = cols
1008
    def add_indexes():
1009
        for col in index_cols: add_index(db, col.to_Col(), table)
1010
    if isinstance(col_indexes, list): col_indexes[0] = add_indexes # defer
1011
    elif col_indexes: add_indexes() # add now
1012

    
1013
def vacuum(db, table):
1014
    table = sql_gen.as_Table(table)
1015
    db.with_autocommit(lambda: run_query(db, 'VACUUM ANALYZE '+table.to_str(db),
1016
        log_level=3))
1017

    
1018
def truncate(db, table, schema='public'):
1019
    return run_query(db, 'TRUNCATE '+table.to_str(db)+' CASCADE')
1020

    
1021
def tables(db, schema_like='public', table_like='%', exact=False):
1022
    if exact: compare = '='
1023
    else: compare = 'LIKE'
1024
    
1025
    module = util.root_module(db.db)
1026
    params = {'schema_like': schema_like, 'table_like': table_like}
1027
    if module == 'psycopg2':
1028
        return values(run_query(db, '''\
1029
SELECT tablename
1030
FROM pg_tables
1031
WHERE
1032
    schemaname '''+compare+''' %(schema_like)s
1033
    AND tablename '''+compare+''' %(table_like)s
1034
ORDER BY tablename
1035
''',
1036
            params, cacheable=True, log_level=4))
1037
    elif module == 'MySQLdb':
1038
        return values(run_query(db, 'SHOW TABLES LIKE %(table_like)s', params,
1039
            cacheable=True, log_level=4))
1040
    else: raise NotImplementedError("Can't list tables for "+module+' database')
1041

    
1042
def table_exists(db, table):
1043
    table = sql_gen.as_Table(table)
1044
    return list(tables(db, table.schema, table.name, exact=True)) != []
1045

    
1046
def errors_table(db, table, if_exists=True):
1047
    '''
1048
    @param if_exists If set, returns None if the errors table doesn't exist
1049
    @return None|sql_gen.Table
1050
    '''
1051
    table = sql_gen.as_Table(table)
1052
    if table.srcs != (): table = table.srcs[0]
1053
    
1054
    errors_table = sql_gen.suffixed_table(table, '.errors')
1055
    if if_exists and not table_exists(db, errors_table): return None
1056
    return errors_table
1057

    
1058
##### Database management
1059

    
1060
def empty_db(db, schema='public', **kw_args):
1061
    '''For kw_args, see tables()'''
1062
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
1063

    
1064
##### Heuristic queries
1065

    
1066
def put(db, table, row, pkey_=None, row_ct_ref=None):
1067
    '''Recovers from errors.
1068
    Only works under PostgreSQL (uses INSERT RETURNING).
1069
    '''
1070
    row = sql_gen.ColDict(db, table, row)
1071
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
1072
    
1073
    try:
1074
        cur = insert(db, table, row, pkey_, recover=True)
1075
        if row_ct_ref != None and cur.rowcount >= 0:
1076
            row_ct_ref[0] += cur.rowcount
1077
        return value(cur)
1078
    except DuplicateKeyException, e:
1079
        row = sql_gen.ColDict(db, table,
1080
            util.dict_subset_right_join(row, e.cols))
1081
        return value(select(db, table, [pkey_], row, recover=True))
1082

    
1083
def get(db, table, row, pkey, row_ct_ref=None, create=False):
1084
    '''Recovers from errors'''
1085
    try: return value(select(db, table, [pkey], row, limit=1, recover=True))
1086
    except StopIteration:
1087
        if not create: raise
1088
        return put(db, table, row, pkey, row_ct_ref) # insert new row
1089

    
1090
def is_func_result(col):
1091
    return col.table.name.find('(') >= 0 and col.name == 'result'
1092

    
1093
def into_table_name(out_table, in_tables0, mapping, is_func):
1094
    def in_col_str(in_col):
1095
        in_col = sql_gen.remove_col_rename(in_col)
1096
        if isinstance(in_col, sql_gen.Col):
1097
            table = in_col.table
1098
            if table == in_tables0:
1099
                in_col = sql_gen.to_name_only_col(in_col)
1100
            elif is_func_result(in_col): in_col = table # omit col name
1101
        return str(in_col)
1102
    
1103
    str_ = str(out_table)
1104
    if is_func:
1105
        str_ += '('
1106
        
1107
        try: value_in_col = mapping['value']
1108
        except KeyError:
1109
            str_ += ', '.join((str(k)+'='+in_col_str(v)
1110
                for k, v in mapping.iteritems()))
1111
        else: str_ += in_col_str(value_in_col)
1112
        
1113
        str_ += ')'
1114
    else: str_ += '_pkeys'
1115
    return str_
1116

    
1117
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
1118
    default=None, is_func=False):
1119
    '''Recovers from errors.
1120
    Only works under PostgreSQL (uses INSERT RETURNING).
1121
    @param in_tables The main input table to select from, followed by a list of
1122
        tables to join with it using the main input table's pkey
1123
    @param mapping dict(out_table_col=in_table_col, ...)
1124
        * out_table_col: str (*not* sql_gen.Col)
1125
        * in_table_col: sql_gen.Col|literal-value
1126
    @param into The table to contain the output and input pkeys.
1127
        Defaults to `out_table.name+'_pkeys'`.
1128
    @param default The *output* column to use as the pkey for missing rows.
1129
        If this output column does not exist in the mapping, uses None.
1130
    @param is_func Whether out_table is the name of a SQL function, not a table
1131
    @return sql_gen.Col Where the output pkeys are made available
1132
    '''
1133
    out_table = sql_gen.as_Table(out_table)
1134
    
1135
    def log_debug(msg): db.log_debug(msg, level=1.5)
1136
    def col_ustr(str_):
1137
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
1138
    
1139
    log_debug('********** New iteration **********')
1140
    log_debug('Inserting these input columns into '+strings.as_tt(
1141
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
1142
    
1143
    # Create input joins from list of input tables
1144
    in_tables_ = in_tables[:] # don't modify input!
1145
    in_tables0 = in_tables_.pop(0) # first table is separate
1146
    errors_table_ = errors_table(db, in_tables0)
1147
    in_pkey = pkey(db, in_tables0, recover=True)
1148
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
1149
    input_joins = [in_tables0]+[sql_gen.Join(v,
1150
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
1151
    
1152
    if into == None:
1153
        into = into_table_name(out_table, in_tables0, mapping, is_func)
1154
    into = sql_gen.as_Table(into)
1155
    
1156
    # Set column sources
1157
    in_cols = filter(sql_gen.is_table_col, mapping.values())
1158
    for col in in_cols:
1159
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
1160
    
1161
    log_debug('Joining together input tables into temp table')
1162
    # Place in new table for speed and so don't modify input if values edited
1163
    in_table = sql_gen.Table('in')
1164
    mapping = dicts.join(mapping, flatten(db, in_table, input_joins, in_cols,
1165
        preserve=[in_pkey_col], start=0))
1166
    input_joins = [in_table]
1167
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
1168
    
1169
    mapping = sql_gen.ColDict(db, out_table, mapping)
1170
        # after applying dicts.join() because that returns a plain dict
1171
    
1172
    # Resolve default value column
1173
    try: default = mapping[default]
1174
    except KeyError:
1175
        if default != None:
1176
            db.log_debug('Default value column '
1177
                +strings.as_tt(strings.repr_no_u(default))
1178
                +' does not exist in mapping, falling back to None', level=2.1)
1179
            default = None
1180
    
1181
    out_pkey = pkey(db, out_table, recover=True)
1182
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
1183
    
1184
    pkeys_names = [in_pkey, out_pkey]
1185
    pkeys_cols = [in_pkey_col, out_pkey_col]
1186
    
1187
    pkeys_table_exists_ref = [False]
1188
    def insert_into_pkeys(joins, cols):
1189
        query, params = mk_select(db, joins, cols, order_by=None, start=0)
1190
        if pkeys_table_exists_ref[0]:
1191
            insert_select(db, into, pkeys_names, query, params)
1192
        else:
1193
            run_query_into(db, query, params, into=into)
1194
            pkeys_table_exists_ref[0] = True
1195
    
1196
    limit_ref = [None]
1197
    conds = set()
1198
    distinct_on = []
1199
    def mk_main_select(joins, cols):
1200
        return mk_select(db, joins, cols, conds, distinct_on,
1201
            limit=limit_ref[0], start=0)
1202
    
1203
    exc_strs = set()
1204
    def log_exc(e):
1205
        e_str = exc.str_(e, first_line_only=True)
1206
        log_debug('Caught exception: '+e_str)
1207
        assert e_str not in exc_strs # avoid infinite loops
1208
        exc_strs.add(e_str)
1209
    
1210
    def remove_all_rows():
1211
        log_debug('Returning NULL for all rows')
1212
        limit_ref[0] = 0 # just create an empty pkeys table
1213
    
1214
    def ignore(in_col, value, e):
1215
        track_data_error(db, errors_table_, in_col.srcs, value, e.cause.pgcode,
1216
            e.cause.pgerror)
1217
        
1218
        in_col_str = strings.as_tt(repr(in_col))
1219
        db.log_debug('Adding index on '+in_col_str+' to enable fast filtering',
1220
            level=2.5)
1221
        add_index(db, in_col)
1222
        
1223
        log_debug('Ignoring rows with '+in_col_str+' = '
1224
            +strings.as_tt(repr(value)))
1225
    def remove_rows(in_col, value, e):
1226
        ignore(in_col, value, e)
1227
        cond = (in_col, sql_gen.CompareCond(value, '!='))
1228
        assert cond not in conds # avoid infinite loops
1229
        conds.add(cond)
1230
    def invalid2null(in_col, value, e):
1231
        ignore(in_col, value, e)
1232
        update(db, in_table, [(in_col, None)],
1233
            sql_gen.ColValueCond(in_col, value))
1234
    
1235
    def insert_pkeys_table(which):
1236
        return sql_gen.Table(sql_gen.add_suffix(in_table.name,
1237
            '_insert_'+which+'_pkeys'))
1238
    insert_out_pkeys = insert_pkeys_table('out')
1239
    insert_in_pkeys = insert_pkeys_table('in')
1240
    
1241
    # Do inserts and selects
1242
    join_cols = sql_gen.ColDict(db, out_table)
1243
    while True:
1244
        if limit_ref[0] == 0: # special case
1245
            log_debug('Creating an empty pkeys table')
1246
            cur = run_query_into(db, *mk_select(db, out_table, [out_pkey],
1247
                limit=limit_ref[0]), into=insert_out_pkeys)
1248
            break # don't do main case
1249
        
1250
        has_joins = join_cols != {}
1251
        
1252
        # Prepare to insert new rows
1253
        insert_joins = input_joins[:] # don't modify original!
1254
        insert_args = dict(recover=True, cacheable=False)
1255
        if has_joins:
1256
            distinct_on = [v.to_Col() for v in join_cols.values()]
1257
            insert_joins.append(sql_gen.Join(out_table, join_cols,
1258
                sql_gen.filter_out))
1259
        else:
1260
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
1261
        main_select = mk_main_select(insert_joins, mapping.values())[0]
1262
        
1263
        log_debug('Trying to insert new rows')
1264
        try:
1265
            cur = insert_select(db, out_table, mapping.keys(), main_select,
1266
                **insert_args)
1267
            break # insert successful
1268
        except DuplicateKeyException, e:
1269
            log_exc(e)
1270
            
1271
            old_join_cols = join_cols.copy()
1272
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
1273
            log_debug('Ignoring existing rows, comparing on these columns:\n'
1274
                +strings.as_inline_table(join_cols, ustr=col_ustr))
1275
            assert join_cols != old_join_cols # avoid infinite loops
1276
        except NullValueException, e:
1277
            log_exc(e)
1278
            
1279
            out_col, = e.cols
1280
            try: in_col = mapping[out_col]
1281
            except KeyError:
1282
                log_debug('Missing mapping for NOT NULL column '+out_col)
1283
                remove_all_rows()
1284
            else: remove_rows(in_col, None, e)
1285
        except FunctionValueException, e:
1286
            log_exc(e)
1287
            
1288
            func_name = e.name
1289
            value = e.value
1290
            for out_col, in_col in mapping.iteritems():
1291
                in_col = sql_gen.unwrap_func_call(in_col, func_name)
1292
                invalid2null(in_col, value, e)
1293
        except MissingCastException, e:
1294
            log_exc(e)
1295
            
1296
            out_col = e.col
1297
            type_ = e.type
1298
            
1299
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
1300
                +strings.as_tt(type_))
1301
            def wrap_func(col): return cast(db, type_, col, errors_table_)
1302
            mapping[out_col] = sql_gen.wrap(wrap_func, mapping[out_col])
1303
        except DatabaseErrors, e:
1304
            log_exc(e)
1305
            
1306
            msg = 'No handler for exception: '+exc.str_(e)
1307
            warnings.warn(DbWarning(msg))
1308
            log_debug(msg)
1309
            remove_all_rows()
1310
        # after exception handled, rerun loop with additional constraints
1311
    
1312
    if row_ct_ref != None and cur.rowcount >= 0:
1313
        row_ct_ref[0] += cur.rowcount
1314
    
1315
    if has_joins:
1316
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
1317
        log_debug('Getting output table pkeys of existing/inserted rows')
1318
        insert_into_pkeys(select_joins, pkeys_cols)
1319
    else:
1320
        add_row_num(db, insert_out_pkeys) # for joining with input pkeys
1321
        
1322
        log_debug('Getting input table pkeys of inserted rows')
1323
        run_query_into(db, *mk_main_select(input_joins, [in_pkey]),
1324
            into=insert_in_pkeys)
1325
        add_row_num(db, insert_in_pkeys) # for joining with output pkeys
1326
        
1327
        assert table_row_count(db, insert_out_pkeys) == table_row_count(db,
1328
            insert_in_pkeys)
1329
        
1330
        log_debug('Combining output and input pkeys in inserted order')
1331
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
1332
            {row_num_col: sql_gen.join_same_not_null})]
1333
        insert_into_pkeys(pkey_joins, pkeys_names)
1334
    
1335
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
1336
    add_pkey(db, into)
1337
    
1338
    log_debug('Setting pkeys of missing rows to '+strings.as_tt(repr(default)))
1339
    missing_rows_joins = input_joins+[sql_gen.Join(into,
1340
        {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
1341
        # must use join_same_not_null or query will take forever
1342
    insert_into_pkeys(missing_rows_joins,
1343
        [in_pkey_col, sql_gen.NamedCol(out_pkey, default)])
1344
    
1345
    assert table_row_count(db, into) == table_row_count(db, in_table)
1346
    
1347
    srcs = []
1348
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
1349
    return sql_gen.Col(out_pkey, into, srcs)
1350

    
1351
##### Data cleanup
1352

    
1353
def cleanup_table(db, table, cols):
1354
    table = sql_gen.as_Table(table)
1355
    cols = map(sql_gen.as_Col, cols)
1356
    
1357
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
1358
        +db.esc_value(r'\N')+')')
1359
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
1360
        for v in cols]
1361
    
1362
    update(db, table, changes)
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