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# Database import/export
2

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

    
8
import csvs
9
import exc
10
import dicts
11
import sql
12
import sql_gen
13
import strings
14
import util
15

    
16
##### Exceptions
17

    
18
# Can't use built-in SyntaxError because it stringifies to only the first line
19
class SyntaxError(Exception): pass
20

    
21
##### Data cleanup
22

    
23
null_strs = ['', '-', r'\N', 'NULL', 'UNKNOWN', 'nulo']
24

    
25
def cleanup_table(db, table):
26
    table = sql_gen.as_Table(table)
27
    cols = filter(lambda c: sql_gen.is_text_col(db, c),
28
        sql.table_cols(db, table))
29
    try: pkey_col = sql.table_pkey_col(db, table)
30
    except sql.DoesNotExistException: pass
31
    else:
32
        try: cols.remove(pkey_col)
33
        except ValueError: pass
34
    if not cols: return
35
    
36
    db.log_debug('Cleaning up table', level=1.5)
37
    
38
    expr = 'trim(both from %s)'
39
    for null in null_strs: expr = 'nullif('+expr+', '+db.esc_value(null)+')'
40
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db))) for v in cols]
41
    
42
    while True:
43
        try:
44
            sql.update(db, table, changes, in_place=True, recover=True)
45
            break # successful
46
        except sql.NullValueException, e:
47
            db.log_debug('Caught exception: '+exc.str_(e))
48
            col, = e.cols
49
            sql.drop_not_null(db, col)
50
    
51
    db.log_debug('Vacuuming and reanalyzing table', level=1.5)
52
    sql.vacuum(db, table)
53

    
54
##### Error tracking
55

    
56
def track_data_error(db, errors_table, cols, value, error_code, error):
57
    '''
58
    @param errors_table If None, does nothing.
59
    '''
60
    if errors_table == None or cols == (): return
61
    
62
    for col in cols:
63
        try:
64
            sql.insert(db, errors_table, dict(column=col.name, value=value,
65
                error_code=error_code, error=error), recover=True,
66
                cacheable=True, log_level=4)
67
        except sql.DuplicateKeyException: pass
68

    
69
class ExcToErrorsTable(sql_gen.ExcToWarning):
70
    '''Handles an exception by saving it or converting it to a warning.'''
71
    def __init__(self, return_, srcs, errors_table, value=None):
72
        '''
73
        @param return_ See sql_gen.ExcToWarning
74
        @param srcs The column names for the errors table
75
        @param errors_table None|sql_gen.Table
76
        @param value The value (or an expression for it) that caused the error
77
        @pre The invalid value must be in a local variable "value" of type text.
78
        '''
79
        sql_gen.ExcToWarning.__init__(self, return_)
80
        
81
        value = sql_gen.as_Code(value)
82
        
83
        self.srcs = srcs
84
        self.errors_table = errors_table
85
        self.value = value
86
    
87
    def to_str(self, db):
88
        if not self.srcs or self.errors_table == None:
89
            return sql_gen.ExcToWarning.to_str(self, db)
90
        
91
        errors_table_cols = map(sql_gen.Col,
92
            ['column', 'value', 'error_code', 'error'])
93
        col_names_query = sql.mk_select(db, sql_gen.NamedValues('c', None,
94
            [[c.name] for c in self.srcs]), order_by=None)
95
        insert_query = sql.mk_insert_select(db, self.errors_table,
96
            errors_table_cols,
97
            sql_gen.Values(errors_table_cols).to_str(db))+';\n'
98
        return '''\
99
-- Save error in errors table.
100
DECLARE
101
    error_code text := SQLSTATE;
102
    error text := SQLERRM;
103
    value text := '''+self.value.to_str(db)+''';
104
    "column" text;
105
BEGIN
106
    -- Insert the value and error for *each* source column.
107
'''+strings.indent(sql_gen.RowExcIgnore(None, col_names_query, insert_query,
108
    row_var=errors_table_cols[0]).to_str(db))+'''
109
END;
110

    
111
'''+self.return_.to_str(db)
112

    
113
def data_exception_handler(*args, **kw_args):
114
    '''Handles a data_exception by saving it or converting it to a warning.
115
    For params, see ExcToErrorsTable().
116
    '''
117
    return sql_gen.data_exception_handler(ExcToErrorsTable(*args, **kw_args))
118

    
119
def cast(db, type_, col, errors_table=None):
120
    '''Casts an (unrenamed) column or value.
121
    If errors_table set and col has srcs, saves errors in errors_table (using
122
    col's srcs attr as source columns). Otherwise, converts errors to warnings.
123
    @param col str|sql_gen.Col|sql_gen.Literal
124
    @param errors_table None|sql_gen.Table|str
125
    '''
126
    col = sql_gen.as_Col(col)
127
    
128
    # Don't convert exceptions to warnings for user-supplied constants
129
    if isinstance(col, sql_gen.Literal): return sql_gen.Cast(type_, col)
130
    
131
    assert not isinstance(col, sql_gen.NamedCol)
132
    
133
    function_name = strings.first_word(type_)
134
    srcs = col.srcs
135
    save_errors = errors_table != None and srcs
136
    if save_errors: # function will be unique for the given srcs
137
        function_name = strings.ustr(sql_gen.FunctionCall(function_name,
138
            *map(sql_gen.to_name_only_col, srcs)))
139
    function = db.TempFunction(function_name)
140
    
141
    # Create function definition
142
    modifiers = 'STRICT'
143
    if not save_errors: modifiers = 'IMMUTABLE '+modifiers
144
    value_param = sql_gen.FunctionParam('value', 'text')
145
    handler = data_exception_handler('RETURN NULL;\n', srcs, errors_table,
146
        value_param.name)
147
    body = sql_gen.CustomCode(handler.to_str(db, '''\
148
/* The explicit cast to the return type is needed to make the cast happen
149
inside the try block. (Implicit casts to the return type happen at the end
150
of the function, outside any block.) */
151
RETURN value::'''+type_+''';
152
'''))
153
    body.lang='plpgsql'
154
    sql.define_func(db, sql_gen.FunctionDef(function, type_, body,
155
        [value_param], modifiers))
156
    
157
    return sql_gen.FunctionCall(function, col)
158

    
159
def func_wrapper_exception_handler(db, return_, args, errors_table):
160
    '''Handles a function call's data_exceptions.
161
    Supports PL/Python functions.
162
    @param return_ See data_exception_handler()
163
    @param args [arg...] Function call's args
164
    @param errors_table See data_exception_handler()
165
    '''
166
    args = filter(sql_gen.has_srcs, args)
167
    
168
    srcs = sql_gen.cross_join_srcs(args)
169
    value = sql_gen.merge_not_null(db, ',', args)
170
    return sql_gen.NestedExcHandler(
171
        data_exception_handler(return_, srcs, errors_table, value)
172
        , sql_gen.plpythonu_error_handler
173
        )
174

    
175
def cast_temp_col(db, type_, col, errors_table=None):
176
    '''Like cast(), but creates a new column with the cast values if the input
177
    is a column.
178
    @return The new column or cast value
179
    '''
180
    def cast_(col): return cast(db, type_, col, errors_table)
181
    
182
    try: col = sql_gen.underlying_col(col)
183
    except sql_gen.NoUnderlyingTableException: return sql_gen.wrap(cast_, col)
184
    
185
    table = col.table
186
    new_col = sql_gen.suffixed_col(col, '::'+strings.first_word(type_))
187
    expr = cast_(col)
188
    
189
    # Add column
190
    new_typed_col = sql_gen.TypedCol(new_col.name, type_)
191
    sql.add_col(db, table, new_typed_col, comment=strings.urepr(col)+'::'+type_)
192
    new_col.name = new_typed_col.name # propagate any renaming
193
    
194
    sql.update(db, table, [(new_col, expr)], in_place=True, recover=True)
195
    
196
    return new_col
197

    
198
def errors_table(db, table, if_exists=True):
199
    '''
200
    @param if_exists If set, returns None if the errors table doesn't exist
201
    @return None|sql_gen.Table
202
    '''
203
    table = sql_gen.as_Table(table)
204
    if table.srcs != (): table = table.srcs[0]
205
    
206
    errors_table = sql_gen.suffixed_table(table, '.errors')
207
    if if_exists and not sql.table_exists(db, errors_table): return None
208
    return errors_table
209

    
210
def mk_errors_table(db, table):
211
    errors_table_ = errors_table(db, table, if_exists=False)
212
    if sql.table_exists(db, errors_table_, cacheable=False): return
213
    
214
    typed_cols = [
215
        sql_gen.TypedCol('column', 'text', nullable=False),
216
        sql_gen.TypedCol('value', 'text'),
217
        sql_gen.TypedCol('error_code', 'character varying(5)', nullable=False),
218
        sql_gen.TypedCol('error', 'text', nullable=False),
219
        ]
220
    sql.create_table(db, errors_table_, typed_cols, has_pkey=False)
221
    index_cols = ['column', 'value', 'error_code', 'error']
222
    sql.add_index(db, index_cols, errors_table_, unique=True)
223

    
224
##### Import
225

    
226
def append_csv(db, table, stream_info, stream, use_copy_from=True):
227
    assert sql.table_col_names(db, table) == stream_info.header
228
    
229
    def log(msg, level=1): db.log_debug(msg, level)
230
    
231
    dialect = stream_info.dialect
232
    if csvs.is_tsv(dialect): use_copy_from = False
233
    if use_copy_from:
234
        log('Using COPY FROM')
235
        
236
        # Create COPY FROM statement
237
        copy_from = ('COPY '+table.to_str(db)+' FROM STDIN DELIMITER '
238
            +db.esc_value(dialect.delimiter)+' NULL '+db.esc_value(''))
239
        assert not csvs.is_tsv(dialect)
240
        copy_from += ' CSV'
241
        if dialect.quoting != csv.QUOTE_NONE:
242
            quote_str = db.esc_value(dialect.quotechar)
243
            copy_from += ' QUOTE '+quote_str
244
            if dialect.doublequote: copy_from += ' ESCAPE '+quote_str
245
        copy_from += ';\n'
246
        
247
        log(copy_from, level=2)
248
        db.db.cursor().copy_expert(copy_from, stream)
249
    else:
250
        log('Using INSERT')
251
        cols_ct = len(stream_info.header)
252
        row_ct = 0
253
        inserted_row_ct = 0
254
        for row in csvs.make_reader(stream, dialect):
255
            row_ct += 1
256
            row = map(strings.to_unicode, row)
257
            util.list_set_length(row, cols_ct) # truncate extra cols
258
            if sql.insert(db, table, row, ignore=True, cacheable=False,
259
                log_level=5) != None:
260
                inserted_row_ct += 1
261
        log('Inserted '+str(inserted_row_ct)+' of '+str(row_ct)+' rows')
262

    
263
def import_csv(db, table, stream, use_copy_from=True):
264
    def log(msg, level=1): db.log_debug(msg, level)
265
    
266
    # Get format info
267
    info = csvs.stream_info(stream, parse_header=True)
268
    col_names = map(strings.to_unicode, info.header)
269
    for i, col in enumerate(col_names): # replace empty column names
270
        if col == '': col_names[i] = 'column_'+str(i)
271
    
272
    # Select schema and escape names
273
    def esc_name(name): return db.esc_name(name)
274
    
275
    typed_cols = [sql_gen.TypedCol(v, 'text') for v in col_names]
276
    
277
    log('Creating table')
278
    # Note that this is not rolled back if the import fails. Instead, it is
279
    # cached, and will not be re-run if the import is retried.
280
    sql.create_table(db, table, typed_cols, has_pkey=False, col_indexes=False)
281
    
282
    # Free memory used by deleted (rolled back) rows from any failed import.
283
    # This MUST be run so that the rows will be stored in inserted order, and
284
    # the row_num added after import will match up with the CSV's row order.
285
    sql.truncate(db, table)
286
    
287
    # Load the data
288
    def load(): append_csv(db, table, info, stream, use_copy_from)
289
    if use_copy_from: sql.with_savepoint(db, load)
290
    else: load()
291
    
292
    cleanup_table(db, table)
293

    
294
def put(db, table, row, pkey_=None, row_ct_ref=None):
295
    '''Recovers from errors.
296
    Only works under PostgreSQL (uses INSERT RETURNING).
297
    '''
298
    return put_table(db, table, [], row, row_ct_ref)
299

    
300
def get(db, table, row, pkey, row_ct_ref=None, create=False):
301
    '''Recovers from errors'''
302
    try:
303
        return sql.value(sql.select(db, table, [pkey], row, limit=1,
304
            recover=True))
305
    except StopIteration:
306
        if not create: raise
307
        return put(db, table, row, pkey, row_ct_ref) # insert new row
308

    
309
def is_func_result(col):
310
    return col.table.name.find('(') >= 0 and col.name == 'result'
311

    
312
def into_table_name(out_table, in_tables0, mapping, is_func):
313
    def in_col_str(in_col):
314
        in_col = sql_gen.remove_col_rename(in_col)
315
        if isinstance(in_col, sql_gen.Col):
316
            table = in_col.table
317
            if table == in_tables0:
318
                in_col = sql_gen.to_name_only_col(in_col)
319
            elif is_func_result(in_col): in_col = table # omit col name
320
        return strings.ustr(in_col)
321
    
322
    str_ = strings.ustr(out_table)
323
    if is_func:
324
        str_ += '('
325
        
326
        try: value_in_col = mapping['value']
327
        except KeyError:
328
            str_ += ', '.join((strings.ustr(k)+'='+in_col_str(v)
329
                for k, v in mapping.iteritems()))
330
        else: str_ += in_col_str(value_in_col)
331
        
332
        str_ += ')'
333
    else:
334
        out_col = 'rank'
335
        try: in_col = mapping[out_col]
336
        except KeyError: str_ += '_pkeys'
337
        else: # has a rank column, so hierarchical
338
            str_ += '['+strings.ustr(out_col)+'='+in_col_str(in_col)+']'
339
    return str_
340

    
341
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, default=None,
342
    col_defaults={}, on_error=exc.reraise):
343
    '''Recovers from errors.
344
    Only works under PostgreSQL (uses INSERT RETURNING).
345
    IMPORTANT: Must be run at the *beginning* of a transaction.
346
    @param in_tables The main input table to select from, followed by a list of
347
        tables to join with it using the main input table's pkey
348
    @param mapping dict(out_table_col=in_table_col, ...)
349
        * out_table_col: str (*not* sql_gen.Col)
350
        * in_table_col: sql_gen.Col|literal-value
351
    @param default The *output* column to use as the pkey for missing rows.
352
        If this output column does not exist in the mapping, uses None.
353
    @param col_defaults Default values for required columns.
354
    @return sql_gen.Col Where the output pkeys are made available
355
    '''
356
    import psycopg2.extensions
357
    
358
    out_table = sql_gen.as_Table(out_table)
359
    
360
    def log_debug(msg): db.log_debug(msg, level=1.5)
361
    def col_ustr(str_):
362
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
363
    
364
    log_debug('********** New iteration **********')
365
    log_debug('Inserting these input columns into '+strings.as_tt(
366
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
367
    
368
    is_function = sql.function_exists(db, out_table)
369
    
370
    if is_function: row_ct_ref = None # only track inserted rows
371
    
372
    # Warn if inserting empty table rows
373
    if not mapping and not is_function: # functions with no args OK
374
        warnings.warn(UserWarning('Inserting empty table row(s)'))
375
    
376
    if is_function: out_pkey = 'result'
377
    else: out_pkey = sql.pkey_name(db, out_table, recover=True)
378
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
379
    
380
    in_tables_ = copy.copy(in_tables) # don't modify input!
381
    try: in_tables0 = in_tables_.pop(0) # first table is separate
382
    except IndexError: in_tables0 = None
383
    else:
384
        in_pkey = sql.pkey_name(db, in_tables0, recover=True)
385
        in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
386
    
387
    # Determine if can use optimization for only literal values
388
    is_literals = not reduce(operator.or_, map(sql_gen.is_table_col,
389
        mapping.values()), False)
390
    is_literals_or_function = is_literals or is_function
391
    
392
    if in_tables0 == None: errors_table_ = None
393
    else: errors_table_ = errors_table(db, in_tables0)
394
    
395
    # Create input joins from list of input tables
396
    input_joins = [in_tables0]+[sql_gen.Join(v,
397
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
398
    
399
    orig_mapping = mapping.copy()
400
    if mapping == {} and not is_function: # need >= one column for INSERT SELECT
401
        mapping = {out_pkey: None} # ColDict will replace with default value
402
    
403
    if not is_literals:
404
        into = sql_gen.as_Table(into_table_name(out_table, in_tables0, mapping,
405
            is_function))
406
        # Ensure into's out_pkey is different from in_pkey by prepending table
407
        if is_function: into_out_pkey = out_pkey
408
        else: into_out_pkey = strings.ustr(out_pkey_col)
409
        
410
        # Set column sources
411
        in_cols = filter(sql_gen.is_table_col, mapping.values())
412
        for col in in_cols:
413
            if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
414
        
415
        log_debug('Joining together input tables into temp table')
416
        # Place in new table so don't modify input and for speed
417
        in_table = sql_gen.Table('in')
418
        mapping = dicts.join(mapping, sql.flatten(db, in_table, input_joins,
419
            in_cols, preserve=[in_pkey_col]))
420
        input_joins = [in_table]
421
        db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
422
    
423
    # Wrap mapping in a sql_gen.ColDict.
424
    # sql_gen.ColDict sanitizes both keys and values passed into it.
425
    # Do after applying dicts.join() because that returns a plain dict.
426
    mapping = sql_gen.ColDict(db, out_table, mapping)
427
    
428
    # Save all rows since in_table may have rows deleted
429
    if is_literals: pass
430
    elif is_function: full_in_table = in_table
431
    else:
432
        full_in_table = sql_gen.suffixed_table(in_table, '_full')
433
        sql.run_query_into(db, sql.mk_select(db, in_table, None, order_by=None),
434
            into=full_in_table, add_pkey_=True)
435
    
436
    pkeys_table_exists_ref = [False]
437
    def insert_into_pkeys(query, **kw_args):
438
        if pkeys_table_exists_ref[0]:
439
            sql.insert_select(db, into, [in_pkey, into_out_pkey], query,
440
                **kw_args)
441
        else:
442
            sql.run_query_into(db, query, into=into, add_pkey_=True, **kw_args)
443
            pkeys_table_exists_ref[0] = True
444
    
445
    def mk_main_select(joins, cols):
446
        return sql.mk_select(db, joins, cols, order_by=None)
447
    
448
    if is_literals: insert_in_table = None
449
    else:
450
        insert_in_table = in_table
451
        insert_in_tables = [insert_in_table]
452
    join_cols = sql_gen.ColDict(db, out_table)
453
    
454
    exc_strs = set()
455
    def log_exc(e):
456
        e_str = exc.str_(e, first_line_only=True)
457
        log_debug('Caught exception: '+e_str)
458
        if e_str in exc_strs: # avoid infinite loops
459
            log_debug('Exception already seen, handler broken')
460
            on_error(e)
461
            remove_all_rows()
462
        else: exc_strs.add(e_str)
463
    
464
    ignore_all_ref = [False]
465
    def remove_all_rows():
466
        log_debug('Ignoring all rows')
467
        ignore_all_ref[0] = True # just return the default value column
468
    
469
    def ignore_cond(cond, e, passed=False, failed=False):
470
        if is_literals: # we know the constraint was applied exactly once
471
            if passed: pass
472
            elif failed: remove_all_rows()
473
            else: raise NotImplementedError()
474
        else:
475
            out_table_cols = sql_gen.ColDict(db, out_table)
476
            out_table_cols.update(util.dict_subset_right_join({},
477
                sql.table_col_names(db, out_table)))
478
            
479
            in_cols = []
480
            cond = sql_gen.map_expr(db, cond, mapping, in_cols)
481
            cond = sql_gen.map_expr(db, cond, out_table_cols)
482
            
483
            not_cond = sql_gen.NotCond(sql_gen.CustomCode(cond))
484
            log_debug('Ignoring rows that do not satisfy '+strings.as_tt(cond))
485
            cur = None
486
            if cond == sql_gen.false_expr:
487
                assert failed
488
                remove_all_rows()
489
            elif cond == sql_gen.true_expr: assert passed
490
            else: cur = sql.delete(db, insert_in_table, not_cond)
491
            
492
            if failed or cur.rowcount > 0: # only if any rows failed cond
493
                track_data_error(db, errors_table_, sql_gen.cols_srcs(in_cols),
494
                    None, e.cause.pgcode,
495
                    strings.ensure_newl(e.cause.pgerror)+'condition: '+cond)
496
    
497
    not_null_cols = set()
498
    def ignore(in_col, value, e):
499
        if sql_gen.is_table_col(in_col):
500
            in_col = sql_gen.with_table(in_col, insert_in_table)
501
            
502
            track_data_error(db, errors_table_, in_col.srcs, value,
503
                e.cause.pgcode, e.cause.pgerror)
504
            
505
            sql.add_index(db, in_col, insert_in_table) # enable fast filtering
506
            if value != None and in_col not in not_null_cols:
507
                log_debug('Replacing invalid value '
508
                    +strings.as_tt(strings.urepr(value))+' with NULL in column '
509
                    +strings.as_tt(in_col.to_str(db)))
510
                sql.update(db, insert_in_table, [(in_col, None)],
511
                    sql_gen.ColValueCond(in_col, value))
512
            else:
513
                log_debug('Ignoring rows with '+strings.as_tt(in_col.to_str(db))
514
                    +' = '+strings.as_tt(strings.urepr(value)))
515
                sql.delete(db, insert_in_table,
516
                    sql_gen.ColValueCond(in_col, value))
517
                if value == None: not_null_cols.add(in_col)
518
        else:
519
            assert isinstance(in_col, sql_gen.NamedCol)
520
            in_value = sql_gen.remove_col_rename(in_col)
521
            assert sql_gen.is_literal(in_value)
522
            if value == in_value.value:
523
                if value != None:
524
                    log_debug('Replacing invalid literal '
525
                        +strings.as_tt(in_col.to_str(db))+' with NULL')
526
                    mapping[in_col.name] = None
527
                else:
528
                    remove_all_rows()
529
            # otherwise, all columns were being ignore()d because the specific
530
            # column couldn't be identified, and this was not the invalid column
531
    
532
    if not is_literals:
533
        def insert_pkeys_table(which):
534
            return sql_gen.Table(sql_gen.concat(in_table.name,
535
                '_insert_'+which+'_pkeys'))
536
        insert_out_pkeys = insert_pkeys_table('out')
537
        insert_in_pkeys = insert_pkeys_table('in')
538
    
539
    def mk_func_call():
540
        args = dict(((k.name, v) for k, v in mapping.iteritems()))
541
        return sql_gen.FunctionCall(out_table, **args), args
542
        
543
    if is_function and not is_literals:
544
        log_debug('Defining wrapper function')
545
        
546
        func_call, args = mk_func_call()
547
        func_call = sql_gen.NamedCol(into_out_pkey, func_call)
548
        
549
        # Create empty pkeys table so its row type can be used
550
        insert_into_pkeys(sql.mk_select(db, input_joins,
551
            [in_pkey_col, func_call], order_by=None, limit=0), recover=True)
552
        result_type = db.col_info(sql_gen.Col(into_out_pkey, into)).type
553
        
554
        ## Create error handling wrapper function
555
        
556
        wrapper = db.TempFunction(sql_gen.concat(into.name, '_wrap'))
557
        
558
        select_cols = [in_pkey_col]+args.values()
559
        row_var = copy.copy(sql_gen.row_var)
560
        row_var.set_srcs([in_table])
561
        in_pkey_var = sql_gen.Col(in_pkey, row_var)
562
        
563
        args = dict(((k, sql_gen.with_table(v, row_var))
564
            for k, v in args.iteritems()))
565
        func_call = sql_gen.FunctionCall(out_table, **args)
566
        
567
        def mk_return(result):
568
            return sql_gen.ReturnQuery(sql.mk_select(db,
569
                fields=[in_pkey_var, result], explain=False))
570
        exc_handler = func_wrapper_exception_handler(db,
571
            mk_return(sql_gen.Cast(result_type, None)), args.values(),
572
            errors_table_)
573
        
574
        sql.define_func(db, sql_gen.FunctionDef(wrapper, sql_gen.SetOf(into),
575
            sql_gen.RowExcIgnore(sql_gen.RowType(in_table),
576
                sql.mk_select(db, input_joins, order_by=None),
577
                mk_return(func_call), exc_handler=exc_handler)
578
            ))
579
        wrapper_table = sql_gen.FunctionCall(wrapper)
580
    
581
    missing_msg = None
582
    
583
    # Do inserts and selects
584
    while True:
585
        has_joins = join_cols != {}
586
        
587
        if ignore_all_ref[0]: break # unrecoverable error, so don't do main case
588
        
589
        # Prepare to insert new rows
590
        if is_function:
591
            log_debug('Calling function on input rows')
592
            if is_literals: func_call, args = mk_func_call()
593
        else:
594
            log_debug('Trying to insert new rows')
595
            insert_args = dict(recover=True, cacheable=False)
596
            if has_joins:
597
                insert_args.update(dict(ignore=True))
598
            else:
599
                insert_args.update(dict(returning=out_pkey))
600
                if not is_literals:
601
                    insert_args.update(dict(into=insert_out_pkeys))
602
            main_select = mk_main_select([insert_in_table], [sql_gen.with_table(
603
                c, insert_in_table) for c in mapping.values()])
604
        
605
        try:
606
            cur = None
607
            if is_function:
608
                if is_literals:
609
                    cur = sql.select(db, fields=[func_call], recover=True,
610
                        cacheable=True)
611
                else:
612
                    insert_into_pkeys(sql.mk_select(db, wrapper_table,
613
                        order_by=None), recover=True)
614
            else:
615
                cur = sql.insert_select(db, out_table, mapping.keys(),
616
                    main_select, **insert_args)
617
            break # insert successful
618
        except sql.MissingCastException, e:
619
            log_exc(e)
620
            
621
            type_ = e.type
622
            if e.col == None: out_cols = mapping.keys()
623
            else: out_cols = [e.col]
624
            
625
            for out_col in out_cols:
626
                log_debug('Casting '+strings.as_tt(strings.repr_no_u(out_col))
627
                    +' input to '+strings.as_tt(type_))
628
                in_col = mapping[out_col]
629
                while True:
630
                    try:
631
                        mapping[out_col] = cast_temp_col(db, type_, in_col,
632
                            errors_table_)
633
                        break # cast successful
634
                    except sql.InvalidValueException, e:
635
                        log_exc(e)
636
                        
637
                        ignore(in_col, e.value, e)
638
        except sql.DuplicateKeyException, e:
639
            log_exc(e)
640
            
641
            # Different rows violating different unique constraints not
642
            # supported
643
            assert not join_cols
644
            
645
            if e.cond != None: ignore_cond(e.cond, e, passed=True)
646
            
647
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
648
            log_debug('Ignoring existing rows, comparing on these columns:\n'
649
                +strings.as_inline_table(join_cols, ustr=col_ustr))
650
            
651
            if is_literals:
652
                return sql.value(sql.select(db, out_table, [out_pkey_col],
653
                    join_cols, order_by=None))
654
            
655
            # Uniquify input table to avoid internal duplicate keys
656
            insert_in_table = sql.distinct_table(db, insert_in_table,
657
                join_cols.values())
658
            insert_in_tables.append(insert_in_table)
659
        except sql.NullValueException, e:
660
            log_exc(e)
661
            
662
            out_col, = e.cols
663
            try: in_col = mapping[out_col]
664
            except KeyError, e:
665
                try: in_col = mapping[out_col] = col_defaults[out_col]
666
                except KeyError:
667
                    missing_msg = 'Missing mapping for NOT NULL column '+out_col
668
                    log_debug(missing_msg)
669
                    remove_all_rows()
670
            else: ignore(in_col, None, e)
671
        except sql.CheckException, e:
672
            log_exc(e)
673
            
674
            ignore_cond(e.cond, e, failed=True)
675
        except sql.InvalidValueException, e:
676
            log_exc(e)
677
            
678
            for in_col in mapping.values(): ignore(in_col, e.value, e)
679
        except psycopg2.extensions.TransactionRollbackError, e:
680
            log_exc(e)
681
            # retry
682
        except sql.DatabaseErrors, e:
683
            log_exc(e)
684
            
685
            log_debug('No handler for exception')
686
            on_error(e)
687
            remove_all_rows()
688
        # after exception handled, rerun loop with additional constraints
689
    
690
    # Resolve default value column
691
    if default != None:
692
        if ignore_all_ref[0]: mapping.update(orig_mapping) # use input cols
693
        try: default = mapping[default]
694
        except KeyError:
695
            db.log_debug('Default value column '
696
                +strings.as_tt(strings.repr_no_u(default))
697
                +' does not exist in mapping, falling back to None', level=2.1)
698
            default = None
699
        else: default = sql_gen.remove_col_rename(default)
700
    
701
    if missing_msg != None and default == None:
702
        warnings.warn(UserWarning(missing_msg))
703
        # not an error because sometimes the mappings include
704
        # extra tables which aren't used by the dataset
705
    
706
    # Handle unrecoverable errors
707
    if ignore_all_ref[0]:
708
        log_debug('Returning default: '+strings.as_tt(strings.urepr(default)))
709
        return default
710
    
711
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
712
        row_ct_ref[0] += cur.rowcount
713
    
714
    if is_literals: return sql.value(cur)
715
    
716
    if is_function: pass # pkeys table already created
717
    elif has_joins:
718
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
719
        log_debug('Getting output table pkeys of existing/inserted rows')
720
        insert_into_pkeys(sql.mk_select(db, select_joins, [in_pkey_col,
721
            sql_gen.NamedCol(into_out_pkey, out_pkey_col)], order_by=None))
722
    else:
723
        sql.add_row_num(db, insert_out_pkeys) # for joining with input pkeys
724
        
725
        log_debug('Getting input table pkeys of inserted rows')
726
        # Note that mk_main_select() does not use ORDER BY. Instead, assume that
727
        # since the SELECT query is identical to the one used in INSERT SELECT,
728
        # its rows will be retrieved in the same order.
729
        sql.run_query_into(db, mk_main_select(input_joins, [in_pkey]),
730
            into=insert_in_pkeys)
731
        sql.add_row_num(db, insert_in_pkeys) # for joining with output pkeys
732
        
733
        assert sql.table_row_count(db, insert_out_pkeys) == sql.table_row_count(
734
            db, insert_in_pkeys)
735
        
736
        log_debug('Combining output and input pkeys in inserted order')
737
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
738
            {sql.row_num_col: sql_gen.join_same_not_null})]
739
        in_col = sql_gen.Col(in_pkey, insert_in_pkeys)
740
        out_col = sql_gen.NamedCol(into_out_pkey,
741
            sql_gen.Col(out_pkey, insert_out_pkeys))
742
        insert_into_pkeys(sql.mk_select(db, pkey_joins, [in_col, out_col],
743
            order_by=None))
744
        
745
        sql.empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
746
    
747
    if not is_function: # is_function doesn't leave holes
748
        log_debug('Setting pkeys of missing rows to '
749
            +strings.as_tt(strings.urepr(default)))
750
        if sql_gen.is_table_col(default):
751
            default = sql_gen.with_table(default, full_in_table)
752
        missing_rows_joins = [full_in_table, sql_gen.Join(into,
753
            {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
754
            # must use join_same_not_null or query will take forever
755
        insert_into_pkeys(sql.mk_select(db, missing_rows_joins,
756
            [sql_gen.Col(in_pkey, full_in_table),
757
            sql_gen.NamedCol(into_out_pkey, default)], order_by=None))
758
    # otherwise, there is already an entry for every row
759
    
760
    assert (sql.table_row_count(db, into)
761
        == sql.table_row_count(db, full_in_table))
762
    
763
    sql.empty_temp(db, insert_in_tables+[full_in_table])
764
    
765
    srcs = []
766
    if is_function: srcs = sql_gen.cols_srcs(in_cols)
767
    return sql_gen.Col(into_out_pkey, into, srcs)
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