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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
row_num_col_def = copy.copy(sql.row_num_col_def)
227
row_num_col_def.name = 'row_num'
228
row_num_col_def.type = 'integer'
229

    
230
def append_csv(db, table, stream_info, stream, use_copy_from=True):
231
    assert sql.table_col_names(db, table) == stream_info.header
232
    
233
    def log(msg, level=1): db.log_debug(msg, level)
234
    
235
    dialect = stream_info.dialect
236
    if csvs.is_tsv(dialect): use_copy_from = False
237
    if use_copy_from:
238
        log('Using COPY FROM')
239
        
240
        # Create COPY FROM statement
241
        copy_from = ('COPY '+table.to_str(db)+' FROM STDIN DELIMITER '
242
            +db.esc_value(dialect.delimiter)+' NULL '+db.esc_value(''))
243
        assert not csvs.is_tsv(dialect)
244
        copy_from += ' CSV'
245
        if dialect.quoting != csv.QUOTE_NONE:
246
            quote_str = db.esc_value(dialect.quotechar)
247
            copy_from += ' QUOTE '+quote_str
248
            if dialect.doublequote: copy_from += ' ESCAPE '+quote_str
249
        copy_from += ';\n'
250
        
251
        log(copy_from, level=2)
252
        db.db.cursor().copy_expert(copy_from, stream)
253
    else:
254
        log('Using INSERT')
255
        cols_ct = len(stream_info.header)
256
        row_ct = 0
257
        inserted_row_ct = 0
258
        for row in csvs.make_reader(stream, dialect):
259
            row_ct += 1
260
            row = map(strings.to_unicode, row)
261
            util.list_set_length(row, cols_ct) # truncate extra cols
262
            if sql.insert(db, table, row, ignore=True, cacheable=False,
263
                log_level=5) != None:
264
                inserted_row_ct += 1
265
        log('Inserted '+str(inserted_row_ct)+' of '+str(row_ct)+' rows')
266

    
267
def import_csv(db, table, stream, use_copy_from=True):
268
    def log(msg, level=1): db.log_debug(msg, level)
269
    
270
    # Get format info
271
    info = csvs.stream_info(stream, parse_header=True)
272
    col_names = map(strings.to_unicode, info.header)
273
    for i, col in enumerate(col_names): # replace empty column names
274
        if col == '': col_names[i] = 'column_'+str(i)
275
    
276
    # Select schema and escape names
277
    def esc_name(name): return db.esc_name(name)
278
    
279
    typed_cols = [sql_gen.TypedCol(v, 'text') for v in col_names]
280
    
281
    log('Creating table')
282
    # Note that this is not rolled back if the import fails. Instead, it is
283
    # cached, and will not be re-run if the import is retried.
284
    sql.create_table(db, table, typed_cols, has_pkey=False, col_indexes=False)
285
    
286
    # Free memory used by deleted (rolled back) rows from any failed import.
287
    # This MUST be run so that the rows will be stored in inserted order, and
288
    # the row_num added after import will match up with the CSV's row order.
289
    sql.truncate(db, table)
290
    
291
    # Load the data
292
    def load(): append_csv(db, table, info, stream, use_copy_from)
293
    if use_copy_from: sql.with_savepoint(db, load)
294
    else: load()
295
    
296
    cleanup_table(db, table)
297

    
298
def put(db, table, row, pkey_=None, row_ct_ref=None):
299
    '''Recovers from errors.
300
    Only works under PostgreSQL (uses INSERT RETURNING).
301
    '''
302
    return put_table(db, table, [], row, row_ct_ref)
303

    
304
def get(db, table, row, pkey, row_ct_ref=None, create=False):
305
    '''Recovers from errors'''
306
    try:
307
        return sql.value(sql.select(db, table, [pkey], row, limit=1,
308
            recover=True))
309
    except StopIteration:
310
        if not create: raise
311
        return put(db, table, row, pkey, row_ct_ref) # insert new row
312

    
313
def is_func_result(col):
314
    return col.table.name.find('(') >= 0 and col.name == 'result'
315

    
316
def into_table_name(out_table, in_tables0, mapping, is_func):
317
    def in_col_str(in_col):
318
        in_col = sql_gen.remove_col_rename(in_col)
319
        if isinstance(in_col, sql_gen.Col):
320
            table = in_col.table
321
            if table == in_tables0:
322
                in_col = sql_gen.to_name_only_col(in_col)
323
            elif is_func_result(in_col): in_col = table # omit col name
324
        return strings.ustr(in_col)
325
    
326
    str_ = strings.ustr(out_table)
327
    if is_func:
328
        str_ += '('
329
        
330
        try: value_in_col = mapping['value']
331
        except KeyError:
332
            str_ += ', '.join((strings.ustr(k)+'='+in_col_str(v)
333
                for k, v in mapping.iteritems()))
334
        else: str_ += in_col_str(value_in_col)
335
        
336
        str_ += ')'
337
    else:
338
        out_col = 'rank'
339
        try: in_col = mapping[out_col]
340
        except KeyError: str_ += '_pkeys'
341
        else: # has a rank column, so hierarchical
342
            str_ += '['+strings.ustr(out_col)+'='+in_col_str(in_col)+']'
343
    return str_
344

    
345
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, default=None,
346
    col_defaults={}, on_error=exc.reraise):
347
    '''Recovers from errors.
348
    Only works under PostgreSQL (uses INSERT RETURNING).
349
    IMPORTANT: Must be run at the *beginning* of a transaction.
350
    @param in_tables The main input table to select from, followed by a list of
351
        tables to join with it using the main input table's pkey
352
    @param mapping dict(out_table_col=in_table_col, ...)
353
        * out_table_col: str (*not* sql_gen.Col)
354
        * in_table_col: sql_gen.Col|literal-value
355
    @param default The *output* column to use as the pkey for missing rows.
356
        If this output column does not exist in the mapping, uses None.
357
    @param col_defaults Default values for required columns.
358
    @return sql_gen.Col Where the output pkeys are made available
359
    '''
360
    import psycopg2.extensions
361
    
362
    out_table = sql_gen.as_Table(out_table)
363
    
364
    def log_debug(msg): db.log_debug(msg, level=1.5)
365
    def col_ustr(str_):
366
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
367
    
368
    log_debug('********** New iteration **********')
369
    log_debug('Inserting these input columns into '+strings.as_tt(
370
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
371
    
372
    is_function = sql.function_exists(db, out_table)
373
    
374
    if is_function: row_ct_ref = None # only track inserted rows
375
    
376
    # Warn if inserting empty table rows
377
    if not mapping and not is_function: # functions with no args OK
378
        warnings.warn(UserWarning('Inserting empty table row(s)'))
379
    
380
    if is_function: out_pkey = 'result'
381
    else: out_pkey = sql.pkey_name(db, out_table, recover=True)
382
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
383
    
384
    in_tables_ = copy.copy(in_tables) # don't modify input!
385
    try: in_tables0 = in_tables_.pop(0) # first table is separate
386
    except IndexError: in_tables0 = None
387
    else:
388
        in_pkey = sql.pkey_name(db, in_tables0, recover=True)
389
        in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
390
    
391
    # Determine if can use optimization for only literal values
392
    is_literals = not reduce(operator.or_, map(sql_gen.is_table_col,
393
        mapping.values()), False)
394
    is_literals_or_function = is_literals or is_function
395
    
396
    if in_tables0 == None: errors_table_ = None
397
    else: errors_table_ = errors_table(db, in_tables0)
398
    
399
    # Create input joins from list of input tables
400
    input_joins = [in_tables0]+[sql_gen.Join(v,
401
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
402
    
403
    orig_mapping = mapping.copy()
404
    if mapping == {} and not is_function: # need >= one column for INSERT SELECT
405
        mapping = {out_pkey: None} # ColDict will replace with default value
406
    
407
    if not is_literals:
408
        into = sql_gen.as_Table(into_table_name(out_table, in_tables0, mapping,
409
            is_function))
410
        # Ensure into's out_pkey is different from in_pkey by prepending "out."
411
        if is_function: into_out_pkey = out_pkey
412
        else: into_out_pkey = 'out.'+out_pkey
413
        
414
        # Set column sources
415
        in_cols = filter(sql_gen.is_table_col, mapping.values())
416
        for col in in_cols:
417
            if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
418
        
419
        log_debug('Joining together input tables into temp table')
420
        # Place in new table so don't modify input and for speed
421
        in_table = sql_gen.Table('in')
422
        mapping = dicts.join(mapping, sql.flatten(db, in_table, input_joins,
423
            in_cols, preserve=[in_pkey_col]))
424
        input_joins = [in_table]
425
        db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
426
    
427
    # Wrap mapping in a sql_gen.ColDict.
428
    # sql_gen.ColDict sanitizes both keys and values passed into it.
429
    # Do after applying dicts.join() because that returns a plain dict.
430
    mapping = sql_gen.ColDict(db, out_table, mapping)
431
    
432
    # Save all rows since in_table may have rows deleted
433
    if is_literals: pass
434
    elif is_function: full_in_table = in_table
435
    else:
436
        full_in_table = sql_gen.suffixed_table(in_table, '_full')
437
        sql.copy_table(db, in_table, full_in_table)
438
    
439
    pkeys_table_exists_ref = [False]
440
    def insert_into_pkeys(query, **kw_args):
441
        if pkeys_table_exists_ref[0]:
442
            sql.insert_select(db, into, [in_pkey, into_out_pkey], query,
443
                **kw_args)
444
        else:
445
            sql.run_query_into(db, query, into=into, add_pkey_=True, **kw_args)
446
            pkeys_table_exists_ref[0] = True
447
    
448
    def mk_main_select(joins, cols): return sql.mk_select(db, joins, cols)
449
    
450
    if is_literals: insert_in_table = None
451
    else:
452
        insert_in_table = in_table
453
        insert_in_tables = [insert_in_table]
454
    join_cols = sql_gen.ColDict(db, out_table)
455
    
456
    exc_strs = set()
457
    def log_exc(e):
458
        e_str = exc.str_(e, first_line_only=True)
459
        log_debug('Caught exception: '+e_str)
460
        if e_str in exc_strs: # avoid infinite loops
461
            log_debug('Exception already seen, handler broken')
462
            on_error(e)
463
            remove_all_rows()
464
        else: exc_strs.add(e_str)
465
    
466
    ignore_all_ref = [False]
467
    def remove_all_rows():
468
        log_debug('Ignoring all rows')
469
        ignore_all_ref[0] = True # just return the default value column
470
    
471
    def ensure_cond(cond, e, passed=False, failed=False):
472
        if is_literals: # we know the constraint was applied exactly once
473
            if passed: pass
474
            elif failed: remove_all_rows()
475
            else: raise NotImplementedError()
476
        else:
477
            out_table_cols = sql_gen.ColDict(db, out_table)
478
            out_table_cols.update(util.dict_subset_right_join({},
479
                sql.table_col_names(db, out_table)))
480
            
481
            in_cols = []
482
            cond = sql_gen.map_expr(db, cond, mapping, in_cols)
483
            cond = sql_gen.map_expr(db, cond, out_table_cols)
484
            
485
            not_cond = sql_gen.NotCond(sql_gen.CustomCode(cond))
486
            log_debug('Ignoring rows that do not satisfy '+strings.as_tt(cond))
487
            cur = None
488
            if cond == sql_gen.false_expr:
489
                assert failed
490
                remove_all_rows()
491
            elif cond == sql_gen.true_expr: assert passed
492
            else: cur = sql.delete(db, insert_in_table, not_cond)
493
            
494
            if failed or cur.rowcount > 0: # only if any rows failed cond
495
                track_data_error(db, errors_table_,
496
                    sql_gen.cross_join_srcs(in_cols), None, e.cause.pgcode,
497
                    strings.ensure_newl(e.cause.pgerror)+'condition: '+cond)
498
    
499
    not_null_cols = set()
500
    def ignore(in_col, value, e):
501
        if sql_gen.is_table_col(in_col):
502
            in_col = sql_gen.with_table(in_col, insert_in_table)
503
            
504
            track_data_error(db, errors_table_, in_col.srcs, value,
505
                e.cause.pgcode, e.cause.pgerror)
506
            
507
            sql.add_index(db, in_col, insert_in_table) # enable fast filtering
508
            if value != None and in_col not in not_null_cols:
509
                log_debug('Replacing invalid value '
510
                    +strings.as_tt(strings.urepr(value))+' with NULL in column '
511
                    +strings.as_tt(in_col.to_str(db)))
512
                sql.update(db, insert_in_table, [(in_col, None)],
513
                    sql_gen.ColValueCond(in_col, value))
514
            else:
515
                log_debug('Ignoring rows with '+strings.as_tt(in_col.to_str(db))
516
                    +' = '+strings.as_tt(strings.urepr(value)))
517
                sql.delete(db, insert_in_table,
518
                    sql_gen.ColValueCond(in_col, value))
519
                if value == None: not_null_cols.add(in_col)
520
        else:
521
            assert isinstance(in_col, sql_gen.NamedCol)
522
            in_value = sql_gen.remove_col_rename(in_col)
523
            assert sql_gen.is_literal(in_value)
524
            if value == in_value.value:
525
                if value != None:
526
                    log_debug('Replacing invalid literal '
527
                        +strings.as_tt(in_col.to_str(db))+' with NULL')
528
                    mapping[in_col.name] = None
529
                else:
530
                    remove_all_rows()
531
            # otherwise, all columns were being ignore()d because the specific
532
            # column couldn't be identified, and this was not the invalid column
533
    
534
    if not is_literals:
535
        def insert_pkeys_table(which):
536
            return sql_gen.Table(sql_gen.concat(in_table.name,
537
                '_insert_'+which+'_pkeys'))
538
        insert_out_pkeys = insert_pkeys_table('out')
539
        insert_in_pkeys = insert_pkeys_table('in')
540
    
541
    def mk_func_call():
542
        args = dict(((k.name, v) for k, v in mapping.iteritems()))
543
        return sql_gen.FunctionCall(out_table, **args), args
544
        
545
    if is_function and not is_literals:
546
        log_debug('Defining wrapper function')
547
        
548
        func_call, args = mk_func_call()
549
        func_call = sql_gen.NamedCol(into_out_pkey, func_call)
550
        
551
        # Create empty pkeys table so its row type can be used
552
        insert_into_pkeys(sql.mk_select(db, input_joins,
553
            [in_pkey_col, func_call], limit=0), recover=True)
554
        result_type = db.col_info(sql_gen.Col(into_out_pkey, into)).type
555
        
556
        ## Create error handling wrapper function
557
        
558
        wrapper = db.TempFunction(sql_gen.concat(into.name, '_wrap'))
559
        
560
        select_cols = [in_pkey_col]+args.values()
561
        row_var = copy.copy(sql_gen.row_var)
562
        row_var.set_srcs([in_table])
563
        in_pkey_var = sql_gen.Col(in_pkey, row_var)
564
        
565
        args = dict(((k, sql_gen.with_table(v, row_var))
566
            for k, v in args.iteritems()))
567
        func_call = sql_gen.FunctionCall(out_table, **args)
568
        
569
        def mk_return(result):
570
            return sql_gen.ReturnQuery(sql.mk_select(db,
571
                fields=[in_pkey_var, result], explain=False))
572
        exc_handler = func_wrapper_exception_handler(db,
573
            mk_return(sql_gen.Cast(result_type, None)), args.values(),
574
            errors_table_)
575
        
576
        sql.define_func(db, sql_gen.FunctionDef(wrapper, sql_gen.SetOf(into),
577
            sql_gen.RowExcIgnore(sql_gen.RowType(in_table),
578
                sql.mk_select(db, input_joins), mk_return(func_call),
579
                exc_handler=exc_handler)
580
            ))
581
        wrapper_table = sql_gen.FunctionCall(wrapper)
582
    
583
    missing_msg = None
584
    
585
    # Do inserts and selects
586
    while True:
587
        has_joins = join_cols != {}
588
        
589
        if ignore_all_ref[0]: break # unrecoverable error, so don't do main case
590
        
591
        # Prepare to insert new rows
592
        if is_function:
593
            log_debug('Calling function on input rows')
594
            if is_literals: func_call, args = mk_func_call()
595
        else:
596
            log_debug('Trying to insert new rows')
597
            insert_args = dict(recover=True, cacheable=False)
598
            if has_joins:
599
                insert_args.update(dict(ignore=True))
600
            else:
601
                insert_args.update(dict(returning=out_pkey))
602
                if not is_literals:
603
                    insert_args.update(dict(into=insert_out_pkeys))
604
            main_select = mk_main_select([insert_in_table], [sql_gen.with_table(
605
                c, insert_in_table) for c in mapping.values()])
606
        
607
        try:
608
            cur = None
609
            if is_function:
610
                if is_literals:
611
                    cur = sql.select(db, fields=[func_call], recover=True,
612
                        cacheable=True)
613
                else:
614
                    insert_into_pkeys(sql.mk_select(db, wrapper_table,
615
                        order_by=None), recover=True)
616
            else:
617
                cur = sql.insert_select(db, out_table, mapping.keys(),
618
                    main_select, **insert_args)
619
            break # insert successful
620
        except sql.MissingCastException, e:
621
            log_exc(e)
622
            
623
            type_ = e.type
624
            if e.col == None: out_cols = mapping.keys()
625
            else: out_cols = [e.col]
626
            
627
            for out_col in out_cols:
628
                log_debug('Casting '+strings.as_tt(strings.repr_no_u(out_col))
629
                    +' input to '+strings.as_tt(type_))
630
                in_col = mapping[out_col]
631
                while True:
632
                    try:
633
                        mapping[out_col] = cast_temp_col(db, type_, in_col,
634
                            errors_table_)
635
                        break # cast successful
636
                    except sql.InvalidValueException, e:
637
                        log_exc(e)
638
                        
639
                        ignore(in_col, e.value, e)
640
        except sql.DuplicateKeyException, e:
641
            log_exc(e)
642
            
643
            # Different rows violating different unique constraints not
644
            # supported
645
            assert not join_cols
646
            
647
            if e.cond != None: ensure_cond(e.cond, e, passed=True)
648
            
649
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
650
            log_debug('Ignoring existing rows, comparing on these columns:\n'
651
                +strings.as_inline_table(join_cols, ustr=col_ustr))
652
            
653
            if is_literals:
654
                return sql.value(sql.select(db, out_table, [out_pkey_col],
655
                    join_cols, order_by=None))
656
            
657
            # Uniquify input table to avoid internal duplicate keys
658
            insert_in_table = sql.distinct_table(db, insert_in_table,
659
                join_cols.values())
660
            insert_in_tables.append(insert_in_table)
661
        except sql.NullValueException, e:
662
            log_exc(e)
663
            
664
            out_col, = e.cols
665
            try: in_col = mapping[out_col]
666
            except KeyError, e:
667
                try: in_col = mapping[out_col] = col_defaults[out_col]
668
                except KeyError:
669
                    missing_msg = 'Missing mapping for NOT NULL column '+out_col
670
                    log_debug(missing_msg)
671
                    remove_all_rows()
672
            else: ignore(in_col, None, e)
673
        except sql.CheckException, e:
674
            log_exc(e)
675
            
676
            ensure_cond(e.cond, e, failed=True)
677
        except sql.InvalidValueException, e:
678
            log_exc(e)
679
            
680
            for in_col in mapping.values(): ignore(in_col, e.value, e)
681
        except psycopg2.extensions.TransactionRollbackError, e:
682
            log_exc(e)
683
            # retry
684
        except sql.DatabaseErrors, e:
685
            log_exc(e)
686
            
687
            log_debug('No handler for exception')
688
            on_error(e)
689
            remove_all_rows()
690
        # after exception handled, rerun loop with additional constraints
691
    
692
    # Resolve default value column
693
    if default != None:
694
        if ignore_all_ref[0]: mapping.update(orig_mapping) # use input cols
695
        try: default = mapping[default]
696
        except KeyError:
697
            db.log_debug('Default value column '
698
                +strings.as_tt(strings.repr_no_u(default))
699
                +' does not exist in mapping, falling back to None', level=2.1)
700
            default = None
701
        else: default = sql_gen.remove_col_rename(default)
702
    
703
    if missing_msg != None and default == None:
704
        warnings.warn(UserWarning(missing_msg))
705
        # not an error because sometimes the mappings include
706
        # extra tables which aren't used by the dataset
707
    
708
    # Handle unrecoverable errors
709
    if ignore_all_ref[0]:
710
        log_debug('Returning default: '+strings.as_tt(strings.urepr(default)))
711
        return default
712
    
713
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
714
        row_ct_ref[0] += cur.rowcount
715
    
716
    if is_literals: return sql.value(cur)
717
    
718
    if is_function: pass # pkeys table already created
719
    elif has_joins:
720
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
721
        log_debug('Getting output table pkeys of existing/inserted rows')
722
        insert_into_pkeys(sql.mk_select(db, select_joins, [in_pkey_col,
723
            sql_gen.NamedCol(into_out_pkey, out_pkey_col)], order_by=None))
724
    else:
725
        sql.add_row_num(db, insert_out_pkeys) # for joining with input pkeys
726
        
727
        log_debug('Getting input table pkeys of inserted rows')
728
        # Note that mk_main_select() does not use ORDER BY. Instead, assume that
729
        # since the SELECT query is identical to the one used in INSERT SELECT,
730
        # its rows will be retrieved in the same order.
731
        sql.run_query_into(db, mk_main_select(input_joins, [in_pkey]),
732
            into=insert_in_pkeys)
733
        sql.add_row_num(db, insert_in_pkeys) # for joining with output pkeys
734
        
735
        assert sql.table_row_count(db, insert_out_pkeys) == sql.table_row_count(
736
            db, insert_in_pkeys)
737
        
738
        log_debug('Combining output and input pkeys in inserted order')
739
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
740
            {sql.row_num_col: sql_gen.join_same_not_null})]
741
        in_col = sql_gen.Col(in_pkey, insert_in_pkeys)
742
        out_col = sql_gen.NamedCol(into_out_pkey,
743
            sql_gen.Col(out_pkey, insert_out_pkeys))
744
        insert_into_pkeys(sql.mk_select(db, pkey_joins, [in_col, out_col],
745
            order_by=None))
746
        
747
        sql.empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
748
    
749
    if not is_function: # is_function doesn't leave holes
750
        log_debug('Setting pkeys of missing rows to '
751
            +strings.as_tt(strings.urepr(default)))
752
        if sql_gen.is_table_col(default):
753
            default = sql_gen.with_table(default, full_in_table)
754
        missing_rows_joins = [full_in_table, sql_gen.Join(into,
755
            {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
756
            # must use join_same_not_null or query will take forever
757
        insert_into_pkeys(sql.mk_select(db, missing_rows_joins,
758
            [sql_gen.Col(in_pkey, full_in_table),
759
            sql_gen.NamedCol(into_out_pkey, default)], order_by=None))
760
    # otherwise, there is already an entry for every row
761
    
762
    assert (sql.table_row_count(db, into)
763
        == sql.table_row_count(db, full_in_table))
764
    
765
    sql.empty_temp(db, insert_in_tables+[full_in_table])
766
    
767
    srcs = []
768
    if is_function: srcs = sql_gen.cols_srcs(in_cols)
769
    return sql_gen.Col(into_out_pkey, into, srcs)
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