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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))
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    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)
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    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

    
229
def append_csv(db, table, stream_info, stream, use_copy_from=True):
230
    assert sql.table_col_names(db, table) == stream_info.header
231
    
232
    def log(msg, level=1): db.log_debug(msg, level)
233
    
234
    dialect = stream_info.dialect
235
    if csvs.is_tsv(dialect): use_copy_from = False
236
    if use_copy_from:
237
        log('Using COPY FROM')
238
        
239
        # Create COPY FROM statement
240
        copy_from = ('COPY '+table.to_str(db)+' FROM STDIN DELIMITER '
241
            +db.esc_value(dialect.delimiter)+' NULL '+db.esc_value(''))
242
        assert not csvs.is_tsv(dialect)
243
        copy_from += ' CSV'
244
        if dialect.quoting != csv.QUOTE_NONE:
245
            quote_str = db.esc_value(dialect.quotechar)
246
            copy_from += ' QUOTE '+quote_str
247
            if dialect.doublequote: copy_from += ' ESCAPE '+quote_str
248
        copy_from += ';\n'
249
        
250
        log(copy_from, level=2)
251
        db.db.cursor().copy_expert(copy_from, stream)
252
    else:
253
        log('Using INSERT')
254
        cols_ct = len(stream_info.header)
255
        row_ct = 0
256
        inserted_row_ct = 0
257
        for row in csvs.make_reader(stream, dialect):
258
            row_ct += 1
259
            row = map(strings.to_unicode, row)
260
            util.list_set_length(row, cols_ct) # truncate extra cols
261
            if sql.insert(db, table, row, ignore=True, cacheable=False,
262
                log_level=5) != None:
263
                inserted_row_ct += 1
264
        log('Inserted '+str(inserted_row_ct)+' of '+str(row_ct)+' rows')
265

    
266
def import_csv(db, table, stream, use_copy_from=True):
267
    def log(msg, level=1): db.log_debug(msg, level)
268
    
269
    # Get format info
270
    info = csvs.stream_info(stream, parse_header=True)
271
    col_names = map(strings.to_unicode, info.header)
272
    for i, col in enumerate(col_names): # replace empty column names
273
        if col == '': col_names[i] = 'column_'+str(i)
274
    
275
    # Select schema and escape names
276
    def esc_name(name): return db.esc_name(name)
277
    
278
    typed_cols = [sql_gen.TypedCol(v, 'text') for v in col_names]
279
    
280
    log('Creating table')
281
    # Note that this is not rolled back if the import fails. Instead, it is
282
    # cached, and will not be re-run if the import is retried.
283
    sql.create_table(db, table, typed_cols, has_pkey=False, col_indexes=False)
284
    
285
    # Free memory used by deleted (rolled back) rows from any failed import.
286
    # This MUST be run so that the rows will be stored in inserted order, and
287
    # the row_num added after import will match up with the CSV's row order.
288
    sql.truncate(db, table)
289
    
290
    # Load the data
291
    def load(): append_csv(db, table, info, stream, use_copy_from)
292
    if use_copy_from: sql.with_savepoint(db, load)
293
    else: load()
294
    
295
    cleanup_table(db, table)
296

    
297
def put(db, table, row, pkey_=None, row_ct_ref=None):
298
    '''Recovers from errors.
299
    Only works under PostgreSQL (uses INSERT RETURNING).
300
    '''
301
    return put_table(db, table, [], row, row_ct_ref)
302

    
303
def get(db, table, row, pkey, row_ct_ref=None, create=False):
304
    '''Recovers from errors'''
305
    try:
306
        return sql.value(sql.select(db, table, [pkey], row, limit=1,
307
            recover=True))
308
    except StopIteration:
309
        if not create: raise
310
        return put(db, table, row, pkey, row_ct_ref) # insert new row
311

    
312
def is_func_result(col):
313
    return col.table.name.find('(') >= 0 and col.name == 'result'
314

    
315
def into_table_name(out_table, in_tables0, mapping, is_func):
316
    def in_col_str(in_col):
317
        in_col = sql_gen.remove_col_rename(in_col)
318
        if isinstance(in_col, sql_gen.Col):
319
            table = in_col.table
320
            if table == in_tables0:
321
                in_col = sql_gen.to_name_only_col(in_col)
322
            elif is_func_result(in_col): in_col = table # omit col name
323
        return strings.ustr(in_col)
324
    
325
    str_ = strings.ustr(out_table)
326
    if is_func:
327
        str_ += '('
328
        
329
        try: value_in_col = mapping['value']
330
        except KeyError:
331
            str_ += ', '.join((strings.ustr(k)+'='+in_col_str(v)
332
                for k, v in mapping.iteritems()))
333
        else: str_ += in_col_str(value_in_col)
334
        
335
        str_ += ')'
336
    else:
337
        out_col = 'rank'
338
        try: in_col = mapping[out_col]
339
        except KeyError: str_ += '_pkeys'
340
        else: # has a rank column, so hierarchical
341
            str_ += '['+strings.ustr(out_col)+'='+in_col_str(in_col)+']'
342
    return str_
343

    
344
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, default=None,
345
    col_defaults={}, on_error=exc.reraise):
346
    '''Recovers from errors.
347
    Only works under PostgreSQL (uses INSERT RETURNING).
348
    IMPORTANT: Must be run at the *beginning* of a transaction.
349
    @param in_tables The main input table to select from, followed by a list of
350
        tables to join with it using the main input table's pkey
351
    @param mapping dict(out_table_col=in_table_col, ...)
352
        * out_table_col: str (*not* sql_gen.Col)
353
        * in_table_col: sql_gen.Col|literal-value
354
    @param default The *output* column to use as the pkey for missing rows.
355
        If this output column does not exist in the mapping, uses None.
356
    @param col_defaults Default values for required columns.
357
    @return sql_gen.Col Where the output pkeys are made available
358
    '''
359
    import psycopg2.extensions
360
    
361
    out_table = sql_gen.as_Table(out_table)
362
    
363
    def log_debug(msg): db.log_debug(msg, level=1.5)
364
    def col_ustr(str_):
365
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
366
    
367
    log_debug('********** New iteration **********')
368
    log_debug('Inserting these input columns into '+strings.as_tt(
369
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
370
    
371
    is_function = sql.function_exists(db, out_table)
372
    
373
    if is_function: row_ct_ref = None # only track inserted rows
374
    
375
    # Warn if inserting empty table rows
376
    if not mapping and not is_function: # functions with no args OK
377
        warnings.warn(UserWarning('Inserting empty table row(s)'))
378
    
379
    if is_function: out_pkey = 'result'
380
    else: out_pkey = sql.pkey_name(db, out_table, recover=True)
381
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
382
    
383
    in_tables_ = copy.copy(in_tables) # don't modify input!
384
    try: in_tables0 = in_tables_.pop(0) # first table is separate
385
    except IndexError: in_tables0 = None
386
    else:
387
        in_pkey = sql.pkey_name(db, in_tables0, recover=True)
388
        in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
389
    
390
    # Determine if can use optimization for only literal values
391
    is_literals = not reduce(operator.or_, map(sql_gen.is_table_col,
392
        mapping.values()), False)
393
    is_literals_or_function = is_literals or is_function
394
    
395
    if in_tables0 == None: errors_table_ = None
396
    else: errors_table_ = errors_table(db, in_tables0)
397
    
398
    # Create input joins from list of input tables
399
    input_joins = [in_tables0]+[sql_gen.Join(v,
400
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
401
    
402
    orig_mapping = mapping.copy()
403
    if mapping == {} and not is_function: # need >= one column for INSERT SELECT
404
        mapping = {out_pkey: None} # ColDict will replace with default value
405
    
406
    if not is_literals:
407
        into = sql_gen.as_Table(into_table_name(out_table, in_tables0, mapping,
408
            is_function))
409
        # Ensure into's out_pkey is different from in_pkey by prepending "out."
410
        if is_function: into_out_pkey = out_pkey
411
        else: into_out_pkey = 'out.'+out_pkey
412
        
413
        # Set column sources
414
        in_cols = filter(sql_gen.is_table_col, mapping.values())
415
        for col in in_cols:
416
            if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
417
        
418
        log_debug('Joining together input tables into temp table')
419
        # Place in new table so don't modify input and for speed
420
        in_table = sql_gen.Table('in')
421
        mapping = dicts.join(mapping, sql.flatten(db, in_table, input_joins,
422
            in_cols, preserve=[in_pkey_col]))
423
        input_joins = [in_table]
424
        db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
425
    
426
    # Wrap mapping in a sql_gen.ColDict.
427
    # sql_gen.ColDict sanitizes both keys and values passed into it.
428
    # Do after applying dicts.join() because that returns a plain dict.
429
    mapping = sql_gen.ColDict(db, out_table, mapping)
430
    
431
    # Save all rows since in_table may have rows deleted
432
    if is_literals: pass
433
    elif is_function: full_in_table = in_table
434
    else:
435
        full_in_table = sql_gen.suffixed_table(in_table, '_full')
436
        sql.copy_table(db, in_table, full_in_table)
437
    
438
    pkeys_table_exists_ref = [False]
439
    def insert_into_pkeys(query, **kw_args):
440
        if pkeys_table_exists_ref[0]:
441
            sql.insert_select(db, into, [in_pkey, into_out_pkey], query,
442
                **kw_args)
443
        else:
444
            sql.run_query_into(db, query, into=into, add_pkey_=True, **kw_args)
445
            pkeys_table_exists_ref[0] = True
446
    
447
    def mk_main_select(joins, cols): return sql.mk_select(db, joins, cols)
448
    
449
    if is_literals: insert_in_table = None
450
    else:
451
        insert_in_table = in_table
452
        insert_in_tables = [insert_in_table]
453
    join_cols = sql_gen.ColDict(db, out_table)
454
    
455
    exc_strs = set()
456
    def log_exc(e):
457
        e_str = exc.str_(e, first_line_only=True)
458
        log_debug('Caught exception: '+e_str)
459
        if e_str in exc_strs: # avoid infinite loops
460
            log_debug('Exception already seen, handler broken')
461
            on_error(e)
462
            remove_all_rows()
463
        else: exc_strs.add(e_str)
464
    
465
    ignore_all_ref = [False]
466
    def remove_all_rows():
467
        log_debug('Ignoring all rows')
468
        ignore_all_ref[0] = True # just return the default value column
469
    
470
    def ensure_cond(cond, e, passed=False, failed=False):
471
        if is_literals: # we know the constraint was applied exactly once
472
            if passed: pass
473
            elif failed: remove_all_rows()
474
            else: raise NotImplementedError()
475
        else:
476
            out_table_cols = sql_gen.ColDict(db, out_table)
477
            out_table_cols.update(util.dict_subset_right_join({},
478
                sql.table_col_names(db, out_table)))
479
            
480
            in_cols = []
481
            cond = sql_gen.map_expr(db, cond, mapping, in_cols)
482
            cond = sql_gen.map_expr(db, cond, out_table_cols)
483
            
484
            not_cond = sql_gen.NotCond(sql_gen.CustomCode(cond))
485
            log_debug('Ignoring rows that do not satisfy '+strings.as_tt(cond))
486
            cur = None
487
            if cond == sql_gen.false_expr:
488
                assert failed
489
                remove_all_rows()
490
            elif cond == sql_gen.true_expr: assert passed
491
            else: cur = sql.delete(db, insert_in_table, not_cond)
492
            
493
            if failed or cur.rowcount > 0: # only if any rows failed cond
494
                track_data_error(db, errors_table_,
495
                    sql_gen.cross_join_srcs(in_cols), None, e.cause.pgcode,
496
                    strings.ensure_newl(e.cause.pgerror)+'condition: '+cond)
497
    
498
    not_null_cols = set()
499
    def ignore(in_col, value, e):
500
        if sql_gen.is_table_col(in_col):
501
            in_col = sql_gen.with_table(in_col, insert_in_table)
502
            
503
            track_data_error(db, errors_table_, in_col.srcs, value,
504
                e.cause.pgcode, e.cause.pgerror)
505
            
506
            sql.add_index(db, in_col, insert_in_table) # enable fast filtering
507
            if value != None and in_col not in not_null_cols:
508
                log_debug('Replacing invalid value '
509
                    +strings.as_tt(strings.urepr(value))+' with NULL in column '
510
                    +strings.as_tt(in_col.to_str(db)))
511
                sql.update(db, insert_in_table, [(in_col, None)],
512
                    sql_gen.ColValueCond(in_col, value))
513
            else:
514
                log_debug('Ignoring rows with '+strings.as_tt(in_col.to_str(db))
515
                    +' = '+strings.as_tt(strings.urepr(value)))
516
                sql.delete(db, insert_in_table,
517
                    sql_gen.ColValueCond(in_col, value))
518
                if value == None: not_null_cols.add(in_col)
519
        else:
520
            assert isinstance(in_col, sql_gen.NamedCol)
521
            in_value = sql_gen.remove_col_rename(in_col)
522
            assert sql_gen.is_literal(in_value)
523
            if value == in_value.value:
524
                if value != None:
525
                    log_debug('Replacing invalid literal '
526
                        +strings.as_tt(in_col.to_str(db))+' with NULL')
527
                    mapping[in_col.name] = None
528
                else:
529
                    remove_all_rows()
530
            # otherwise, all columns were being ignore()d because the specific
531
            # column couldn't be identified, and this was not the invalid column
532
    
533
    if not is_literals:
534
        def insert_pkeys_table(which):
535
            return sql_gen.Table(sql_gen.concat(in_table.name,
536
                '_insert_'+which+'_pkeys'))
537
        insert_out_pkeys = insert_pkeys_table('out')
538
        insert_in_pkeys = insert_pkeys_table('in')
539
    
540
    def mk_func_call():
541
        args = dict(((k.name, v) for k, v in mapping.iteritems()))
542
        return sql_gen.FunctionCall(out_table, **args), args
543
        
544
    if is_function and not is_literals:
545
        log_debug('Defining wrapper function')
546
        
547
        func_call, args = mk_func_call()
548
        func_call = sql_gen.NamedCol(into_out_pkey, func_call)
549
        
550
        # Create empty pkeys table so its row type can be used
551
        insert_into_pkeys(sql.mk_select(db, input_joins,
552
            [in_pkey_col, func_call], limit=0), recover=True)
553
        result_type = db.col_info(sql_gen.Col(into_out_pkey, into)).type
554
        
555
        ## Create error handling wrapper function
556
        
557
        wrapper = db.TempFunction(sql_gen.concat(into.name, '_wrap'))
558
        
559
        select_cols = [in_pkey_col]+args.values()
560
        row_var = copy.copy(sql_gen.row_var)
561
        row_var.set_srcs([in_table])
562
        in_pkey_var = sql_gen.Col(in_pkey, row_var)
563
        
564
        args = dict(((k, sql_gen.with_table(v, row_var))
565
            for k, v in args.iteritems()))
566
        func_call = sql_gen.FunctionCall(out_table, **args)
567
        
568
        def mk_return(result):
569
            return sql_gen.ReturnQuery(sql.mk_select(db,
570
                fields=[in_pkey_var, result], explain=False))
571
        exc_handler = func_wrapper_exception_handler(db,
572
            mk_return(sql_gen.Cast(result_type, None)), args.values(),
573
            errors_table_)
574
        
575
        sql.define_func(db, sql_gen.FunctionDef(wrapper, sql_gen.SetOf(into),
576
            sql_gen.RowExcIgnore(sql_gen.RowType(in_table),
577
                sql.mk_select(db, input_joins), mk_return(func_call),
578
                exc_handler=exc_handler)
579
            ))
580
        wrapper_table = sql_gen.FunctionCall(wrapper)
581
    
582
    missing_msg = None
583
    
584
    # Do inserts and selects
585
    while True:
586
        has_joins = join_cols != {}
587
        
588
        if ignore_all_ref[0]: break # unrecoverable error, so don't do main case
589
        
590
        # Prepare to insert new rows
591
        if is_function:
592
            log_debug('Calling function on input rows')
593
            if is_literals: func_call, args = mk_func_call()
594
        else:
595
            log_debug('Trying to insert new rows')
596
            insert_args = dict(recover=True, cacheable=False)
597
            if has_joins:
598
                insert_args.update(dict(ignore=True))
599
            else:
600
                insert_args.update(dict(returning=out_pkey))
601
                if not is_literals:
602
                    insert_args.update(dict(into=insert_out_pkeys))
603
            main_select = mk_main_select([insert_in_table], [sql_gen.with_table(
604
                c, insert_in_table) for c in mapping.values()])
605
        
606
        try:
607
            cur = None
608
            if is_function:
609
                if is_literals:
610
                    cur = sql.select(db, fields=[func_call], recover=True,
611
                        cacheable=True)
612
                else:
613
                    insert_into_pkeys(sql.mk_select(db, wrapper_table,
614
                        order_by=None), recover=True)
615
            else:
616
                cur = sql.insert_select(db, out_table, mapping.keys(),
617
                    main_select, **insert_args)
618
            break # insert successful
619
        except sql.MissingCastException, e:
620
            log_exc(e)
621
            
622
            type_ = e.type
623
            if e.col == None: out_cols = mapping.keys()
624
            else: out_cols = [e.col]
625
            
626
            for out_col in out_cols:
627
                log_debug('Casting '+strings.as_tt(strings.repr_no_u(out_col))
628
                    +' input to '+strings.as_tt(type_))
629
                in_col = mapping[out_col]
630
                while True:
631
                    try:
632
                        mapping[out_col] = cast_temp_col(db, type_, in_col,
633
                            errors_table_)
634
                        break # cast successful
635
                    except sql.InvalidValueException, e:
636
                        log_exc(e)
637
                        
638
                        ignore(in_col, e.value, e)
639
        except sql.DuplicateKeyException, e:
640
            log_exc(e)
641
            
642
            # Different rows violating different unique constraints not
643
            # supported
644
            assert not join_cols
645
            
646
            if e.cond != None: ensure_cond(e.cond, e, passed=True)
647
            
648
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
649
            log_debug('Ignoring existing rows, comparing on these columns:\n'
650
                +strings.as_inline_table(join_cols, ustr=col_ustr))
651
            
652
            if is_literals:
653
                return sql.value(sql.select(db, out_table, [out_pkey_col],
654
                    join_cols, order_by=None))
655
            
656
            # Uniquify input table to avoid internal duplicate keys
657
            insert_in_table = sql.distinct_table(db, insert_in_table,
658
                join_cols.values())
659
            insert_in_tables.append(insert_in_table)
660
        except sql.NullValueException, e:
661
            log_exc(e)
662
            
663
            out_col, = e.cols
664
            try: in_col = mapping[out_col]
665
            except KeyError, e:
666
                try: in_col = mapping[out_col] = col_defaults[out_col]
667
                except KeyError:
668
                    missing_msg = 'Missing mapping for NOT NULL column '+out_col
669
                    log_debug(missing_msg)
670
                    remove_all_rows()
671
            else: ignore(in_col, None, e)
672
        except sql.CheckException, e:
673
            log_exc(e)
674
            
675
            ensure_cond(e.cond, e, failed=True)
676
        except sql.InvalidValueException, e:
677
            log_exc(e)
678
            
679
            for in_col in mapping.values(): ignore(in_col, e.value, e)
680
        except psycopg2.extensions.TransactionRollbackError, e:
681
            log_exc(e)
682
            # retry
683
        except sql.DatabaseErrors, e:
684
            log_exc(e)
685
            
686
            log_debug('No handler for exception')
687
            on_error(e)
688
            remove_all_rows()
689
        # after exception handled, rerun loop with additional constraints
690
    
691
    # Resolve default value column
692
    if default != None:
693
        if ignore_all_ref[0]: mapping.update(orig_mapping) # use input cols
694
        try: default = mapping[default]
695
        except KeyError:
696
            db.log_debug('Default value column '
697
                +strings.as_tt(strings.repr_no_u(default))
698
                +' does not exist in mapping, falling back to None', level=2.1)
699
            default = None
700
        else: default = sql_gen.remove_col_rename(default)
701
    
702
    if missing_msg != None and default == None:
703
        warnings.warn(UserWarning(missing_msg))
704
        # not an error because sometimes the mappings include
705
        # extra tables which aren't used by the dataset
706
    
707
    # Handle unrecoverable errors
708
    if ignore_all_ref[0]:
709
        log_debug('Returning default: '+strings.as_tt(strings.urepr(default)))
710
        return default
711
    
712
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
713
        row_ct_ref[0] += cur.rowcount
714
    
715
    if is_literals: return sql.value(cur)
716
    
717
    if is_function: pass # pkeys table already created
718
    elif has_joins:
719
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
720
        log_debug('Getting output table pkeys of existing/inserted rows')
721
        insert_into_pkeys(sql.mk_select(db, select_joins, [in_pkey_col,
722
            sql_gen.NamedCol(into_out_pkey, out_pkey_col)], order_by=None))
723
    else:
724
        sql.add_row_num(db, insert_out_pkeys) # for joining with input pkeys
725
        
726
        log_debug('Getting input table pkeys of inserted rows')
727
        # Note that mk_main_select() does not use ORDER BY. Instead, assume that
728
        # since the SELECT query is identical to the one used in INSERT SELECT,
729
        # its rows will be retrieved in the same order.
730
        sql.run_query_into(db, mk_main_select(input_joins, [in_pkey]),
731
            into=insert_in_pkeys)
732
        sql.add_row_num(db, insert_in_pkeys) # for joining with output pkeys
733
        
734
        assert sql.table_row_count(db, insert_out_pkeys) == sql.table_row_count(
735
            db, insert_in_pkeys)
736
        
737
        log_debug('Combining output and input pkeys in inserted order')
738
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
739
            {sql.row_num_col: sql_gen.join_same_not_null})]
740
        in_col = sql_gen.Col(in_pkey, insert_in_pkeys)
741
        out_col = sql_gen.NamedCol(into_out_pkey,
742
            sql_gen.Col(out_pkey, insert_out_pkeys))
743
        insert_into_pkeys(sql.mk_select(db, pkey_joins, [in_col, out_col],
744
            order_by=None))
745
        
746
        sql.empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
747
    
748
    if not is_function: # is_function doesn't leave holes
749
        log_debug('Setting pkeys of missing rows to '
750
            +strings.as_tt(strings.urepr(default)))
751
        if sql_gen.is_table_col(default):
752
            default = sql_gen.with_table(default, full_in_table)
753
        missing_rows_joins = [full_in_table, sql_gen.Join(into,
754
            {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
755
            # must use join_same_not_null or query will take forever
756
        insert_into_pkeys(sql.mk_select(db, missing_rows_joins,
757
            [sql_gen.Col(in_pkey, full_in_table),
758
            sql_gen.NamedCol(into_out_pkey, default)], order_by=None))
759
    # otherwise, there is already an entry for every row
760
    
761
    assert (sql.table_row_count(db, into)
762
        == sql.table_row_count(db, full_in_table))
763
    
764
    sql.empty_temp(db, insert_in_tables+[full_in_table])
765
    
766
    srcs = []
767
    if is_function: srcs = sql_gen.cols_srcs(in_cols)
768
    return sql_gen.Col(into_out_pkey, into, srcs)
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