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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 strings
15
import util
16

    
17
##### Exceptions
18

    
19
def get_cur_query(cur):
20
    if hasattr(cur, 'query'): return cur.query
21
    elif hasattr(cur, '_last_executed'): return cur._last_executed
22
    else: return None
23

    
24
def _add_cursor_info(e, cur): exc.add_msg(e, 'query: '+get_cur_query(cur))
25

    
26
class DbException(exc.ExceptionWithCause):
27
    def __init__(self, msg, cause=None, cur=None):
28
        exc.ExceptionWithCause.__init__(self, msg, cause, cause_newline=True)
29
        if cur != None: _add_cursor_info(self, cur)
30

    
31
class ExceptionWithName(DbException):
32
    def __init__(self, name, cause=None):
33
        DbException.__init__(self, 'for name: '+str(name), cause)
34
        self.name = name
35

    
36
class ExceptionWithColumns(DbException):
37
    def __init__(self, cols, cause=None):
38
        DbException.__init__(self, 'for columns: '+(', '.join(cols)), cause)
39
        self.cols = cols
40

    
41
class NameException(DbException): pass
42

    
43
class DuplicateKeyException(ExceptionWithColumns): pass
44

    
45
class NullValueException(ExceptionWithColumns): pass
46

    
47
class DuplicateTableException(ExceptionWithName): pass
48

    
49
class EmptyRowException(DbException): pass
50

    
51
##### Warnings
52

    
53
class DbWarning(UserWarning): pass
54

    
55
##### Result retrieval
56

    
57
def col_names(cur): return (col[0] for col in cur.description)
58

    
59
def rows(cur): return iter(lambda: cur.fetchone(), None)
60

    
61
def consume_rows(cur):
62
    '''Used to fetch all rows so result will be cached'''
63
    iters.consume_iter(rows(cur))
64

    
65
def next_row(cur): return rows(cur).next()
66

    
67
def row(cur):
68
    row_ = next_row(cur)
69
    consume_rows(cur)
70
    return row_
71

    
72
def next_value(cur): return next_row(cur)[0]
73

    
74
def value(cur): return row(cur)[0]
75

    
76
def values(cur): return iters.func_iter(lambda: next_value(cur))
77

    
78
def value_or_none(cur):
79
    try: return value(cur)
80
    except StopIteration: return None
81

    
82
##### Input validation
83

    
84
def clean_name(name): return re.sub(r'\W', r'', name)
85

    
86
def check_name(name):
87
    if re.search(r'\W', name) != None: raise NameException('Name "'+name
88
        +'" may contain only alphanumeric characters and _')
89

    
90
def esc_name_by_module(module, name, ignore_case=False):
91
    if module == 'psycopg2':
92
        if ignore_case:
93
            # Don't enclose in quotes because this disables case-insensitivity
94
            check_name(name)
95
            return name
96
        else: quote = '"'
97
    elif module == 'MySQLdb': quote = '`'
98
    else: raise NotImplementedError("Can't escape name for "+module+' database')
99
    return quote + name.replace(quote, '') + quote
100

    
101
def esc_name_by_engine(engine, name, **kw_args):
102
    return esc_name_by_module(db_engines[engine][0], name, **kw_args)
103

    
104
def esc_name(db, name, **kw_args):
105
    return esc_name_by_module(util.root_module(db.db), name, **kw_args)
106

    
107
def qual_name(db, schema, table):
108
    def esc_name_(name): return esc_name(db, name)
109
    table = esc_name_(table)
110
    if schema != None: return esc_name_(schema)+'.'+table
111
    else: return table
112

    
113
##### Database connections
114

    
115
db_config_names = ['engine', 'host', 'user', 'password', 'database', 'schemas']
116

    
117
db_engines = {
118
    'MySQL': ('MySQLdb', {'password': 'passwd', 'database': 'db'}),
119
    'PostgreSQL': ('psycopg2', {}),
120
}
121

    
122
DatabaseErrors_set = set([DbException])
123
DatabaseErrors = tuple(DatabaseErrors_set)
124

    
125
def _add_module(module):
126
    DatabaseErrors_set.add(module.DatabaseError)
127
    global DatabaseErrors
128
    DatabaseErrors = tuple(DatabaseErrors_set)
129

    
130
def db_config_str(db_config):
131
    return db_config['engine']+' database '+db_config['database']
132

    
133
def _query_lookup(query, params): return (query, dicts.make_hashable(params))
134

    
135
log_debug_none = lambda msg: None
136

    
137
class DbConn:
138
    def __init__(self, db_config, serializable=True, log_debug=log_debug_none,
139
        caching=True):
140
        self.db_config = db_config
141
        self.serializable = serializable
142
        self.log_debug = log_debug
143
        self.caching = caching
144
        
145
        self.__db = None
146
        self.query_results = {}
147
        self._savepoint = 0
148
    
149
    def __getattr__(self, name):
150
        if name == '__dict__': raise Exception('getting __dict__')
151
        if name == 'db': return self._db()
152
        else: raise AttributeError()
153
    
154
    def __getstate__(self):
155
        state = copy.copy(self.__dict__) # shallow copy
156
        state['log_debug'] = None # don't pickle the debug callback
157
        state['_DbConn__db'] = None # don't pickle the connection
158
        return state
159
    
160
    def _db(self):
161
        if self.__db == None:
162
            # Process db_config
163
            db_config = self.db_config.copy() # don't modify input!
164
            schemas = db_config.pop('schemas', None)
165
            module_name, mappings = db_engines[db_config.pop('engine')]
166
            module = __import__(module_name)
167
            _add_module(module)
168
            for orig, new in mappings.iteritems():
169
                try: util.rename_key(db_config, orig, new)
170
                except KeyError: pass
171
            
172
            # Connect
173
            self.__db = module.connect(**db_config)
174
            
175
            # Configure connection
176
            if self.serializable: run_raw_query(self,
177
                'SET TRANSACTION ISOLATION LEVEL SERIALIZABLE')
178
            if schemas != None:
179
                schemas_ = ''.join((esc_name(self, s)+', '
180
                    for s in schemas.split(',')))
181
                run_raw_query(self, "SELECT set_config('search_path', \
182
%s || current_setting('search_path'), false)", [schemas_])
183
        
184
        return self.__db
185
    
186
    class DbCursor(Proxy):
187
        def __init__(self, outer):
188
            Proxy.__init__(self, outer.db.cursor())
189
            self.query_results = outer.query_results
190
            self.query_lookup = None
191
            self.result = []
192
        
193
        def execute(self, query, params=None):
194
            self._is_insert = query.upper().find('INSERT') >= 0
195
            self.query_lookup = _query_lookup(query, params)
196
            try:
197
                try: return_value = self.inner.execute(query, params)
198
                finally: self.query = get_cur_query(self.inner)
199
            except Exception, e:
200
                _add_cursor_info(e, self)
201
                self.result = e # cache the exception as the result
202
                self._cache_result()
203
                raise
204
            # Fetch all rows so result will be cached
205
            if self.rowcount == 0 and not self._is_insert: consume_rows(self)
206
            return return_value
207
        
208
        def fetchone(self):
209
            row = self.inner.fetchone()
210
            if row != None: self.result.append(row)
211
            # otherwise, fetched all rows
212
            else: self._cache_result()
213
            return row
214
        
215
        def _cache_result(self):
216
            # For inserts, only cache exceptions since inserts are not
217
            # idempotent, but an invalid insert will always be invalid
218
            if self.query_results != None and (not self._is_insert
219
                or isinstance(self.result, Exception)):
220
                
221
                assert self.query_lookup != None
222
                self.query_results[self.query_lookup] = self.CacheCursor(
223
                    util.dict_subset(dicts.AttrsDictView(self),
224
                    ['query', 'result', 'rowcount', 'description']))
225
        
226
        class CacheCursor:
227
            def __init__(self, cached_result): self.__dict__ = cached_result
228
            
229
            def execute(self, *args, **kw_args):
230
                if isinstance(self.result, Exception): raise self.result
231
                # otherwise, result is a rows list
232
                self.iter = iter(self.result)
233
            
234
            def fetchone(self):
235
                try: return self.iter.next()
236
                except StopIteration: return None
237
    
238
    def run_query(self, query, params=None, cacheable=False):
239
        '''Translates known DB errors to typed exceptions:
240
        See self.DbCursor.execute().'''
241
        if not self.caching: cacheable = False
242
        used_cache = False
243
        try:
244
            # Get cursor
245
            if cacheable:
246
                query_lookup = _query_lookup(query, params)
247
                try:
248
                    cur = self.query_results[query_lookup]
249
                    used_cache = True
250
                except KeyError: cur = self.DbCursor(self)
251
            else: cur = self.db.cursor()
252
            
253
            # Run query
254
            cur.execute(query, params)
255
        finally:
256
            if self.log_debug != log_debug_none: # only compute msg if needed
257
                if used_cache: cache_status = 'Cache hit'
258
                elif cacheable: cache_status = 'Cache miss'
259
                else: cache_status = 'Non-cacheable'
260
                self.log_debug(cache_status+': '
261
                    +strings.one_line(get_cur_query(cur)))
262
        
263
        return cur
264
    
265
    def is_cached(self, query, params=None):
266
        return _query_lookup(query, params) in self.query_results
267
    
268
    def with_savepoint(self, func):
269
        savepoint = 'savepoint_'+str(self._savepoint)
270
        self.run_query('SAVEPOINT '+savepoint)
271
        self._savepoint += 1
272
        try: 
273
            try: return_val = func()
274
            finally:
275
                self._savepoint -= 1
276
                assert self._savepoint >= 0
277
        except:
278
            self.run_query('ROLLBACK TO SAVEPOINT '+savepoint)
279
            raise
280
        else:
281
            self.run_query('RELEASE SAVEPOINT '+savepoint)
282
            return return_val
283

    
284
connect = DbConn
285

    
286
##### Querying
287

    
288
def run_raw_query(db, *args, **kw_args):
289
    '''For params, see DbConn.run_query()'''
290
    return db.run_query(*args, **kw_args)
291

    
292
def mogrify(db, query, params):
293
    module = util.root_module(db.db)
294
    if module == 'psycopg2': return db.db.cursor().mogrify(query, params)
295
    else: raise NotImplementedError("Can't mogrify query for "+module+
296
        ' database')
297

    
298
##### Recoverable querying
299

    
300
def with_savepoint(db, func): return db.with_savepoint(func)
301

    
302
def run_query(db, query, params=None, recover=None, cacheable=False):
303
    if recover == None: recover = False
304
    
305
    try:
306
        def run(): return run_raw_query(db, query, params, cacheable)
307
        if recover and not db.is_cached(query, params):
308
            return with_savepoint(db, run)
309
        else: return run() # don't need savepoint if cached
310
    except Exception, e:
311
        if not recover: raise # need savepoint to run index_cols()
312
        msg = str(e)
313
        match = re.search(r'duplicate key value violates unique constraint '
314
            r'"((_?[^\W_]+)_[^"]+)"', msg)
315
        if match:
316
            constraint, table = match.groups()
317
            try: cols = index_cols(db, table, constraint)
318
            except NotImplementedError: raise e
319
            else: raise DuplicateKeyException(cols, e)
320
        match = re.search(r'null value in column "(\w+)" violates not-null '
321
            'constraint', msg)
322
        if match: raise NullValueException([match.group(1)], e)
323
        match = re.search(r'relation "(\w+)" already exists', msg)
324
        if match: raise DuplicateTableException(match.group(1), e)
325
        raise # no specific exception raised
326

    
327
##### Basic queries
328

    
329
def run_query_into(db, query, params, into=None, *args, **kw_args):
330
    '''Outputs a query to a temp table.
331
    For params, see run_query().
332
    '''
333
    if into == None: return run_query(db, query, params, *args, **kw_args)
334
    else: # place rows in temp table
335
        check_name(into)
336
        return run_query(db, 'CREATE TEMP TABLE '+into+' AS '+query, params,
337
            *args, **kw_args) # CREATE TABLE sets rowcount to # rows in query
338

    
339
order_by_pkey = object() # tells mk_select() to order by the pkey
340

    
341
join_using = object() # tells mk_select() to join the column with USING
342

    
343
def mk_select(db, tables, fields=None, conds=None, limit=None, start=None,
344
    order_by=order_by_pkey, table_is_esc=False):
345
    '''
346
    @param tables The single table to select from, or a list of tables to join
347
        together: [table0, (table1, dict(right_col=left_col, ...)), ...]
348
    @param fields Use None to select all fields in the table
349
    @param table_is_esc Whether the table name has already been escaped
350
    @return tuple(query, params)
351
    '''
352
    def esc_name_(name): return esc_name(db, name)
353
    
354
    if not lists.is_seq(tables): tables = [tables]
355
    tables = list(tables) # don't modify input! (list() copies input)
356
    table0 = tables.pop(0) # first table is separate
357
    
358
    if conds == None: conds = {}
359
    assert limit == None or type(limit) == int
360
    assert start == None or type(start) == int
361
    if order_by == order_by_pkey:
362
        order_by = pkey(db, table0, recover=True, table_is_esc=table_is_esc)
363
    if not table_is_esc: table0 = esc_name_(table0)
364
    
365
    params = []
366
    
367
    def parse_col(field):
368
        '''Parses fields'''
369
        if isinstance(field, tuple): # field is literal value
370
            value, col = field
371
            sql_ = '%s'
372
            params.append(value)
373
            if col != None: sql_ += ' AS '+esc_name_(col)
374
        else: sql_ = esc_name_(field) # field is col name
375
        return sql_
376
    def cond(entry):
377
        '''Parses conditions'''
378
        col, value = entry
379
        cond_ = esc_name_(col)+' '
380
        if value == None: cond_ += 'IS'
381
        else: cond_ += '='
382
        cond_ += ' %s'
383
        return cond_
384
    
385
    query = 'SELECT '
386
    if fields == None: query += '*'
387
    else: query += ', '.join(map(parse_col, fields))
388
    query += ' FROM '+table0
389
    
390
    # Add joins
391
    left_table = table0
392
    for table, joins in tables:
393
        if not table_is_esc: table = esc_name_(table)
394
        query += ' JOIN '+table
395
        
396
        def join(entry):
397
            '''Parses non-USING joins'''
398
            right_col, left_col = entry
399
            right_col = table+'.'+esc_name_(right_col)
400
            left_col = left_table+'.'+esc_name_(left_col)
401
            return (right_col+' = '+left_col
402
                +' OR ('+right_col+' IS NULL AND '+left_col+' IS NULL)')
403
        
404
        if reduce(operator.and_, (v == join_using for v in joins.itervalues())):
405
            # all cols w/ USING
406
            query += ' USING ('+(', '.join(joins.iterkeys()))+')'
407
        else: query += ' ON '+(' AND '.join(map(join, joins.iteritems())))
408
        
409
        left_table = table
410
    
411
    missing = True
412
    if conds != {}:
413
        query += ' WHERE '+(' AND '.join(map(cond, conds.iteritems())))
414
        params += conds.values()
415
        missing = False
416
    if order_by != None: query += ' ORDER BY '+esc_name_(order_by)
417
    if limit != None: query += ' LIMIT '+str(limit); missing = False
418
    if start != None:
419
        if start != 0: query += ' OFFSET '+str(start)
420
        missing = False
421
    if missing: warnings.warn(DbWarning(
422
        'SELECT statement missing a WHERE, LIMIT, or OFFSET clause: '+query))
423
    
424
    return (query, params)
425

    
426
def select(db, *args, **kw_args):
427
    '''For params, see mk_select() and run_query()'''
428
    recover = kw_args.pop('recover', None)
429
    cacheable = kw_args.pop('cacheable', True)
430
    
431
    query, params = mk_select(db, *args, **kw_args)
432
    return run_query(db, query, params, recover, cacheable)
433

    
434
def mk_insert_select(db, table, cols=None, select_query=None, params=None,
435
    returning=None, embeddable=False, table_is_esc=False):
436
    '''
437
    @param returning str|None An inserted column (such as pkey) to return
438
    @param embeddable Whether the query should be embeddable as a nested SELECT.
439
        Warning: If you set this and cacheable=True when the query is run, the
440
        query will be fully cached, not just if it raises an exception.
441
    @param table_is_esc Whether the table name has already been escaped
442
    '''
443
    if select_query == None: select_query = 'DEFAULT VALUES'
444
    if cols == []: cols = None # no cols (all defaults) = unknown col names
445
    if not table_is_esc: check_name(table)
446
    
447
    # Build query
448
    query = 'INSERT INTO '+table
449
    if cols != None:
450
        map(check_name, cols)
451
        query += ' ('+', '.join(cols)+')'
452
    query += ' '+select_query
453
    
454
    if returning != None:
455
        check_name(returning)
456
        query += ' RETURNING '+returning
457
    
458
    if embeddable:
459
        # Create function
460
        function = 'pg_temp.'+('_'.join(map(clean_name,
461
            ['insert', table] + cols)))
462
        return_type = 'SETOF '+table+'.'+returning+'%TYPE'
463
        function_query = '''\
464
CREATE OR REPLACE FUNCTION '''+function+'''() RETURNS '''+return_type+'''
465
    LANGUAGE sql
466
    AS $$'''+mogrify(db, query, params)+''';$$;
467
'''
468
        run_query(db, function_query, cacheable=True)
469
        
470
        # Return query that uses function
471
        return mk_select(db, function+'() AS f ('+returning+')', start=0,
472
            order_by=None, table_is_esc=True)# AS clause requires function alias
473
    
474
    return (query, params)
475

    
476
def insert_select(db, *args, **kw_args):
477
    '''For params, see mk_insert_select() and run_query_into()
478
    @param into Name of temp table to place RETURNING values in
479
    '''
480
    into = kw_args.pop('into', None)
481
    if into != None: kw_args['embeddable'] = True
482
    recover = kw_args.pop('recover', None)
483
    cacheable = kw_args.pop('cacheable', True)
484
    
485
    query, params = mk_insert_select(db, *args, **kw_args)
486
    return run_query_into(db, query, params, into, recover, cacheable)
487

    
488
default = object() # tells insert() to use the default value for a column
489

    
490
def insert(db, table, row, *args, **kw_args):
491
    '''For params, see insert_select()'''
492
    if lists.is_seq(row): cols = None
493
    else:
494
        cols = row.keys()
495
        row = row.values()
496
    row = list(row) # ensure that "!= []" works
497
    
498
    # Check for special values
499
    labels = []
500
    values = []
501
    for value in row:
502
        if value == default: labels.append('DEFAULT')
503
        else:
504
            labels.append('%s')
505
            values.append(value)
506
    
507
    # Build query
508
    if values != []: query = ' VALUES ('+(', '.join(labels))+')'
509
    else: query = None
510
    
511
    return insert_select(db, table, cols, query, values, *args, **kw_args)
512

    
513
def last_insert_id(db):
514
    module = util.root_module(db.db)
515
    if module == 'psycopg2': return value(run_query(db, 'SELECT lastval()'))
516
    elif module == 'MySQLdb': return db.insert_id()
517
    else: return None
518

    
519
def truncate(db, table, schema='public'):
520
    return run_query(db, 'TRUNCATE '+qual_name(db, schema, table)+' CASCADE')
521

    
522
##### Database structure queries
523

    
524
def pkey(db, table, recover=None, table_is_esc=False):
525
    '''Assumed to be first column in table'''
526
    return col_names(select(db, table, limit=0, order_by=None, recover=recover,
527
        table_is_esc=table_is_esc)).next()
528

    
529
def index_cols(db, table, index):
530
    '''Can also use this for UNIQUE constraints, because a UNIQUE index is
531
    automatically created. When you don't know whether something is a UNIQUE
532
    constraint or a UNIQUE index, use this function.'''
533
    check_name(table)
534
    check_name(index)
535
    module = util.root_module(db.db)
536
    if module == 'psycopg2':
537
        return list(values(run_query(db, '''\
538
SELECT attname
539
FROM
540
(
541
        SELECT attnum, attname
542
        FROM pg_index
543
        JOIN pg_class index ON index.oid = indexrelid
544
        JOIN pg_class table_ ON table_.oid = indrelid
545
        JOIN pg_attribute ON attrelid = indrelid AND attnum = ANY (indkey)
546
        WHERE
547
            table_.relname = %(table)s
548
            AND index.relname = %(index)s
549
    UNION
550
        SELECT attnum, attname
551
        FROM
552
        (
553
            SELECT
554
                indrelid
555
                , (regexp_matches(indexprs, E':varattno (\\\\d+)', 'g'))[1]::int
556
                    AS indkey
557
            FROM pg_index
558
            JOIN pg_class index ON index.oid = indexrelid
559
            JOIN pg_class table_ ON table_.oid = indrelid
560
            WHERE
561
                table_.relname = %(table)s
562
                AND index.relname = %(index)s
563
        ) s
564
        JOIN pg_attribute ON attrelid = indrelid AND attnum = indkey
565
) s
566
ORDER BY attnum
567
''',
568
            {'table': table, 'index': index}, cacheable=True)))
569
    else: raise NotImplementedError("Can't list index columns for "+module+
570
        ' database')
571

    
572
def constraint_cols(db, table, constraint):
573
    check_name(table)
574
    check_name(constraint)
575
    module = util.root_module(db.db)
576
    if module == 'psycopg2':
577
        return list(values(run_query(db, '''\
578
SELECT attname
579
FROM pg_constraint
580
JOIN pg_class ON pg_class.oid = conrelid
581
JOIN pg_attribute ON attrelid = conrelid AND attnum = ANY (conkey)
582
WHERE
583
    relname = %(table)s
584
    AND conname = %(constraint)s
585
ORDER BY attnum
586
''',
587
            {'table': table, 'constraint': constraint})))
588
    else: raise NotImplementedError("Can't list constraint columns for "+module+
589
        ' database')
590

    
591
row_num_col = '_row_num'
592

    
593
def add_row_num(db, table):
594
    '''Adds a row number column to a table. Its name is in row_num_col. It will
595
    be the primary key.'''
596
    check_name(table)
597
    run_query(db, 'ALTER TABLE '+table+' ADD COLUMN '+row_num_col
598
        +' serial NOT NULL PRIMARY KEY')
599

    
600
def tables(db, schema='public', table_like='%'):
601
    module = util.root_module(db.db)
602
    params = {'schema': schema, 'table_like': table_like}
603
    if module == 'psycopg2':
604
        return values(run_query(db, '''\
605
SELECT tablename
606
FROM pg_tables
607
WHERE
608
    schemaname = %(schema)s
609
    AND tablename LIKE %(table_like)s
610
ORDER BY tablename
611
''',
612
            params, cacheable=True))
613
    elif module == 'MySQLdb':
614
        return values(run_query(db, 'SHOW TABLES LIKE %(table_like)s', params,
615
            cacheable=True))
616
    else: raise NotImplementedError("Can't list tables for "+module+' database')
617

    
618
##### Database management
619

    
620
def empty_db(db, schema='public', **kw_args):
621
    '''For kw_args, see tables()'''
622
    for table in tables(db, schema, **kw_args): truncate(db, table, schema)
623

    
624
##### Heuristic queries
625

    
626
def put(db, table, row, pkey_=None, row_ct_ref=None):
627
    '''Recovers from errors.
628
    Only works under PostgreSQL (uses INSERT RETURNING).
629
    '''
630
    if pkey_ == None: pkey_ = pkey(db, table, recover=True)
631
    
632
    try:
633
        cur = insert(db, table, row, pkey_, recover=True)
634
        if row_ct_ref != None and cur.rowcount >= 0:
635
            row_ct_ref[0] += cur.rowcount
636
        return value(cur)
637
    except DuplicateKeyException, e:
638
        return value(select(db, table, [pkey_],
639
            util.dict_subset_right_join(row, e.cols), recover=True))
640

    
641
def get(db, table, row, pkey, row_ct_ref=None, create=False):
642
    '''Recovers from errors'''
643
    try: return value(select(db, table, [pkey], row, 1, recover=True))
644
    except StopIteration:
645
        if not create: raise
646
        return put(db, table, row, pkey, row_ct_ref) # insert new row
647

    
648
def put_table(db, out_table, in_tables, mapping, limit=None, start=0,
649
    row_ct_ref=None, table_is_esc=False):
650
    '''Recovers from errors.
651
    Only works under PostgreSQL (uses INSERT RETURNING).
652
    @param in_tables The main input table to select from, followed by a list of
653
        tables to join with it using the main input table's pkey
654
    @return (table, col) Where the pkeys (from INSERT RETURNING) are made
655
        available
656
    '''
657
    temp_prefix = '_'.join(map(clean_name,
658
        [out_table] + list(iters.flatten(mapping.items()))))
659
    pkeys = temp_prefix+'_pkeys'
660
    
661
    # Join together input tables
662
    in_tables = in_tables[:] # don't modify input!
663
    in_tables0 = in_tables.pop(0) # first table is separate
664
    in_pkey = pkey(db, in_tables0, recover=True, table_is_esc=table_is_esc)
665
    in_joins = [in_tables0] + [(t, {in_pkey: join_using}) for t in in_tables]
666
    
667
    out_pkey = pkey(db, out_table, recover=True, table_is_esc=table_is_esc)
668
    pkeys_cols = [in_pkey, out_pkey]
669
    
670
    def mk_select_(cols):
671
        return mk_select(db, in_joins, cols, limit=limit, start=start,
672
            table_is_esc=table_is_esc)
673
    
674
    out_pkeys = temp_prefix+'_out_pkeys'
675
    def insert_():
676
        '''Inserts and capture output pkeys.'''
677
        cur = insert_select(db, out_table, mapping.keys(),
678
            *mk_select_(mapping.values()), returning=out_pkey,
679
            into=out_pkeys, recover=True, table_is_esc=table_is_esc)
680
        if row_ct_ref != None and cur.rowcount >= 0:
681
            row_ct_ref[0] += cur.rowcount
682
        add_row_num(db, out_pkeys) # for joining it with in_pkeys
683
        
684
        # Get input pkeys corresponding to rows in insert
685
        in_pkeys = temp_prefix+'_in_pkeys'
686
        run_query_into(db, *mk_select_([in_pkey]), into=in_pkeys)
687
        add_row_num(db, in_pkeys) # for joining it with out_pkeys
688
        
689
        # Join together out_pkeys and in_pkeys
690
        run_query_into(db, *mk_select(db,
691
            [in_pkeys, (out_pkeys, {row_num_col: join_using})],
692
            pkeys_cols, start=0), into=pkeys)
693
    
694
    # Do inserts and selects
695
    try: insert_()
696
    except DuplicateKeyException, e:
697
        join_cols = util.dict_subset_right_join(mapping, e.cols)
698
        joins = in_joins + [(out_table, join_cols)]
699
        run_query_into(db, *mk_select(db, joins, pkeys_cols,
700
            table_is_esc=table_is_esc), into=pkeys)
701
    
702
    return (pkeys, out_pkey)
703

    
704
##### Data cleanup
705

    
706
def cleanup_table(db, table, cols, table_is_esc=False):
707
    def esc_name_(name): return esc_name(db, name)
708
    
709
    if not table_is_esc: check_name(table)
710
    cols = map(esc_name_, cols)
711
    
712
    run_query(db, 'UPDATE '+table+' SET\n'+(',\n'.join(('\n'+col
713
        +' = nullif(nullif(trim(both from '+col+"), %(null0)s), %(null1)s)"
714
            for col in cols))),
715
        dict(null0='', null1=r'\N'))
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