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

    
52
##### Error tracking
53

    
54
def track_data_error(db, errors_table, cols, value, error_code, error):
55
    '''
56
    @param errors_table If None, does nothing.
57
    '''
58
    if errors_table == None or cols == (): return
59
    
60
    for col in cols:
61
        try:
62
            sql.insert(db, errors_table, dict(column=col.name, value=value,
63
                error_code=error_code, error=error), recover=True,
64
                cacheable=True, log_level=4)
65
        except sql.DuplicateKeyException: pass
66

    
67
class ExcToErrorsTable(sql_gen.ExcToWarning):
68
    '''Handles an exception by saving it or converting it to a warning.'''
69
    def __init__(self, return_, srcs, errors_table, value=None):
70
        '''
71
        @param return_ See sql_gen.ExcToWarning
72
        @param srcs The column names for the errors table
73
        @param errors_table None|sql_gen.Table
74
        @param value The value (or an expression for it) that caused the error
75
        @pre The invalid value must be in a local variable "value" of type text.
76
        '''
77
        sql_gen.ExcToWarning.__init__(self, return_)
78
        
79
        value = sql_gen.as_Code(value)
80
        
81
        self.srcs = srcs
82
        self.errors_table = errors_table
83
        self.value = value
84
    
85
    def to_str(self, db):
86
        if not self.srcs or self.errors_table == None:
87
            return sql_gen.ExcToWarning.to_str(self, db)
88
        
89
        errors_table_cols = map(sql_gen.Col,
90
            ['column', 'value', 'error_code', 'error'])
91
        col_names_query = sql.mk_select(db, sql_gen.NamedValues('c', None,
92
            [[c.name] for c in self.srcs]), order_by=None)
93
        insert_query = sql.mk_insert_select(db, self.errors_table,
94
            errors_table_cols,
95
            sql_gen.Values(errors_table_cols).to_str(db))+';\n'
96
        return '''\
97
-- Save error in errors table.
98
DECLARE
99
    error_code text := SQLSTATE;
100
    error text := SQLERRM;
101
    value text := '''+self.value.to_str(db)+''';
102
    "column" text;
103
BEGIN
104
    -- Insert the value and error for *each* source column.
105
'''+strings.indent(sql_gen.RowExcIgnore(None, col_names_query, insert_query,
106
    row_var=errors_table_cols[0]).to_str(db))+'''
107
END;
108

    
109
'''+self.return_.to_str(db)
110

    
111
def data_exception_handler(*args, **kw_args):
112
    '''Handles a data_exception by saving it or converting it to a warning.
113
    For params, see ExcToErrorsTable().
114
    '''
115
    return sql_gen.data_exception_handler(ExcToErrorsTable(*args, **kw_args))
116

    
117
def cast(db, type_, col, errors_table=None):
118
    '''Casts an (unrenamed) column or value.
119
    If errors_table set and col has srcs, saves errors in errors_table (using
120
    col's srcs attr as source columns). Otherwise, converts errors to warnings.
121
    @param col str|sql_gen.Col|sql_gen.Literal
122
    @param errors_table None|sql_gen.Table|str
123
    '''
124
    col = sql_gen.as_Col(col)
125
    
126
    # Don't convert exceptions to warnings for user-supplied constants
127
    if isinstance(col, sql_gen.Literal): return sql_gen.Cast(type_, col)
128
    
129
    assert not isinstance(col, sql_gen.NamedCol)
130
    
131
    function_name = strings.first_word(type_)
132
    srcs = col.srcs
133
    save_errors = errors_table != None and srcs
134
    if save_errors: # function will be unique for the given srcs
135
        function_name = strings.ustr(sql_gen.FunctionCall(function_name,
136
            *map(sql_gen.to_name_only_col, srcs)))
137
    function = db.TempFunction(function_name)
138
    
139
    # Create function definition
140
    modifiers = 'STRICT'
141
    if not save_errors: modifiers = 'IMMUTABLE '+modifiers
142
    value_param = sql_gen.FunctionParam('value', 'text')
143
    handler = data_exception_handler('RETURN NULL;\n', srcs, errors_table,
144
        value_param.name)
145
    body = sql_gen.CustomCode(handler.to_str(db, '''\
146
/* The explicit cast to the return type is needed to make the cast happen
147
inside the try block. (Implicit casts to the return type happen at the end
148
of the function, outside any block.) */
149
RETURN value::'''+type_+''';
150
'''))
151
    body.lang='plpgsql'
152
    sql.define_func(db, sql_gen.FunctionDef(function, type_, body,
153
        [value_param], modifiers))
154
    
155
    return sql_gen.FunctionCall(function, col)
156

    
157
def func_wrapper_exception_handler(db, return_, args, errors_table):
158
    '''Handles a function call's data_exceptions.
159
    Supports PL/Python functions.
160
    @param return_ See data_exception_handler()
161
    @param args [arg...] Function call's args
162
    @param errors_table See data_exception_handler()
163
    '''
164
    args = filter(sql_gen.has_srcs, args)
165
    
166
    srcs = sql_gen.cross_join_srcs(args)
167
    value = sql_gen.merge_not_null(db, ',', args)
168
    return sql_gen.NestedExcHandler(
169
        data_exception_handler(return_, srcs, errors_table, value)
170
        , sql_gen.plpythonu_error_handler
171
        )
172

    
173
def cast_temp_col(db, type_, col, errors_table=None):
174
    '''Like cast(), but creates a new column with the cast values if the input
175
    is a column.
176
    @return The new column or cast value
177
    '''
178
    def cast_(col): return cast(db, type_, col, errors_table)
179
    
180
    try: col = sql_gen.underlying_col(col)
181
    except sql_gen.NoUnderlyingTableException: return sql_gen.wrap(cast_, col)
182
    
183
    table = col.table
184
    new_col = sql_gen.suffixed_col(col, '::'+strings.first_word(type_))
185
    expr = cast_(col)
186
    
187
    # Add column
188
    new_typed_col = sql_gen.TypedCol(new_col.name, type_)
189
    sql.add_col(db, table, new_typed_col, comment=strings.urepr(col)+'::'+type_)
190
    new_col.name = new_typed_col.name # propagate any renaming
191
    
192
    sql.update(db, table, [(new_col, expr)], in_place=True, recover=True)
193
    
194
    return new_col
195

    
196
def errors_table(db, table, if_exists=True):
197
    '''
198
    @param if_exists If set, returns None if the errors table doesn't exist
199
    @return None|sql_gen.Table
200
    '''
201
    table = sql_gen.as_Table(table)
202
    if table.srcs != (): table = table.srcs[0]
203
    
204
    errors_table = sql_gen.suffixed_table(table, '.errors')
205
    if if_exists and not sql.table_exists(db, errors_table): return None
206
    return errors_table
207

    
208
def mk_errors_table(db, table):
209
    errors_table_ = errors_table(db, table, if_exists=False)
210
    if sql.table_exists(db, errors_table_, cacheable=False): return
211
    
212
    typed_cols = [
213
        sql_gen.TypedCol('column', 'text', nullable=False),
214
        sql_gen.TypedCol('value', 'text'),
215
        sql_gen.TypedCol('error_code', 'character varying(5)', nullable=False),
216
        sql_gen.TypedCol('error', 'text', nullable=False),
217
        ]
218
    sql.create_table(db, errors_table_, typed_cols, has_pkey=False)
219
    index_cols = ['column', 'value', 'error_code', 'error']
220
    sql.add_index(db, index_cols, errors_table_, unique=True)
221

    
222
##### Import
223

    
224
def append_csv(db, table, stream_info, stream, use_copy_from=True):
225
    assert sql.table_col_names(db, table) == stream_info.header
226
    
227
    def log(msg, level=1): db.log_debug(msg, level)
228
    
229
    dialect = stream_info.dialect
230
    if csvs.is_tsv(dialect): use_copy_from = False
231
    if use_copy_from:
232
        log('Using COPY FROM')
233
        
234
        # Create COPY FROM statement
235
        copy_from = ('COPY '+table.to_str(db)+' FROM STDIN DELIMITER '
236
            +db.esc_value(dialect.delimiter)+' NULL '+db.esc_value(''))
237
        assert not csvs.is_tsv(dialect)
238
        copy_from += ' CSV'
239
        if dialect.quoting != csv.QUOTE_NONE:
240
            quote_str = db.esc_value(dialect.quotechar)
241
            copy_from += ' QUOTE '+quote_str
242
            if dialect.doublequote: copy_from += ' ESCAPE '+quote_str
243
        copy_from += ';\n'
244
        
245
        log(copy_from, level=2)
246
        db.db.cursor().copy_expert(copy_from, stream)
247
    else:
248
        log('Using INSERT')
249
        cols_ct = len(stream_info.header)
250
        row_ct = 0
251
        inserted_row_ct = 0
252
        for row in csvs.make_reader(stream, dialect):
253
            row_ct += 1
254
            row = map(strings.to_unicode, row)
255
            util.list_set_length(row, cols_ct) # truncate extra cols
256
            if sql.insert(db, table, row, ignore=True, cacheable=False,
257
                log_level=5) != None:
258
                inserted_row_ct += 1
259
        log('Inserted '+str(inserted_row_ct)+' of '+str(row_ct)+' rows')
260

    
261
def import_csv(db, table, stream, use_copy_from=True):
262
    def log(msg, level=1): db.log_debug(msg, level)
263
    
264
    # Get format info
265
    info = csvs.stream_info(stream, parse_header=True)
266
    col_names = map(strings.to_unicode, info.header)
267
    for i, col in enumerate(col_names): # replace empty column names
268
        if col == '': col_names[i] = 'column_'+str(i)
269
    
270
    # Select schema and escape names
271
    def esc_name(name): return db.esc_name(name)
272
    
273
    typed_cols = [sql_gen.TypedCol(v, 'text') for v in col_names]
274
    
275
    log('Creating table')
276
    # Note that this is not rolled back if the import fails. Instead, it is
277
    # cached, and will not be re-run if the import is retried.
278
    sql.create_table(db, table, typed_cols, has_pkey=False, col_indexes=False)
279
    
280
    # Free memory used by deleted (rolled back) rows from any failed import.
281
    # This MUST be run so that the rows will be stored in inserted order, and
282
    # the row_num added after import will match up with the CSV's row order.
283
    sql.truncate(db, table)
284
    
285
    # Load the data
286
    def load(): append_csv(db, table, info, stream, use_copy_from)
287
    if use_copy_from: sql.with_savepoint(db, load)
288
    else: load()
289
    
290
    cleanup_table(db, table)
291

    
292
def put(db, table, row, pkey_=None, row_ct_ref=None):
293
    '''Recovers from errors.
294
    Only works under PostgreSQL (uses INSERT RETURNING).
295
    '''
296
    return put_table(db, table, [], row, row_ct_ref)
297

    
298
def get(db, table, row, pkey, row_ct_ref=None, create=False):
299
    '''Recovers from errors'''
300
    try:
301
        return sql.value(sql.select(db, table, [pkey], row, limit=1,
302
            recover=True))
303
    except StopIteration:
304
        if not create: raise
305
        return put(db, table, row, pkey, row_ct_ref) # insert new row
306

    
307
def is_func_result(col):
308
    return col.table.name.find('(') >= 0 and col.name == 'result'
309

    
310
def into_table_name(out_table, in_tables0, mapping, is_func):
311
    def in_col_str(in_col):
312
        in_col = sql_gen.remove_col_rename(in_col)
313
        if isinstance(in_col, sql_gen.Col):
314
            table = in_col.table
315
            if table == in_tables0:
316
                in_col = sql_gen.to_name_only_col(in_col)
317
            elif is_func_result(in_col): in_col = table # omit col name
318
        return strings.ustr(in_col)
319
    
320
    str_ = strings.ustr(out_table)
321
    if is_func:
322
        str_ += '('
323
        
324
        try: value_in_col = mapping['value']
325
        except KeyError:
326
            str_ += ', '.join((strings.ustr(k)+'='+in_col_str(v)
327
                for k, v in mapping.iteritems()))
328
        else: str_ += in_col_str(value_in_col)
329
        
330
        str_ += ')'
331
    else:
332
        out_col = 'rank'
333
        try: in_col = mapping[out_col]
334
        except KeyError: str_ += '_pkeys'
335
        else: # has a rank column, so hierarchical
336
            str_ += '['+strings.ustr(out_col)+'='+in_col_str(in_col)+']'
337
    return str_
338

    
339
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, default=None,
340
    col_defaults={}, on_error=exc.reraise):
341
    '''Recovers from errors.
342
    Only works under PostgreSQL (uses INSERT RETURNING).
343
    IMPORTANT: Must be run at the *beginning* of a transaction.
344
    @param in_tables The main input table to select from, followed by a list of
345
        tables to join with it using the main input table's pkey
346
    @param mapping dict(out_table_col=in_table_col, ...)
347
        * out_table_col: str (*not* sql_gen.Col)
348
        * in_table_col: sql_gen.Col|literal-value
349
    @param default The *output* column to use as the pkey for missing rows.
350
        If this output column does not exist in the mapping, uses None.
351
    @param col_defaults Default values for required columns.
352
    @return sql_gen.Col Where the output pkeys are made available
353
    '''
354
    import psycopg2.extensions
355
    
356
    out_table = sql_gen.as_Table(out_table)
357
    
358
    def log_debug(msg): db.log_debug(msg, level=1.5)
359
    def col_ustr(str_):
360
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
361
    
362
    log_debug('********** New iteration **********')
363
    log_debug('Inserting these input columns into '+strings.as_tt(
364
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
365
    
366
    is_function = sql.function_exists(db, out_table)
367
    
368
    if is_function: row_ct_ref = None # only track inserted rows
369
    
370
    # Warn if inserting empty table rows
371
    if not mapping and not is_function: # functions with no args OK
372
        warnings.warn(UserWarning('Inserting empty table row(s)'))
373
    
374
    if is_function: out_pkey = 'result'
375
    else: out_pkey = sql.pkey(db, out_table, recover=True)
376
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
377
    
378
    in_tables_ = copy.copy(in_tables) # don't modify input!
379
    try: in_tables0 = in_tables_.pop(0) # first table is separate
380
    except IndexError: in_tables0 = None
381
    else:
382
        in_pkey = sql.pkey(db, in_tables0, recover=True)
383
        in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
384
    
385
    # Determine if can use optimization for only literal values
386
    is_literals = not reduce(operator.or_, map(sql_gen.is_table_col,
387
        mapping.values()), False)
388
    is_literals_or_function = is_literals or is_function
389
    
390
    if in_tables0 == None: errors_table_ = None
391
    else: errors_table_ = errors_table(db, in_tables0)
392
    
393
    # Create input joins from list of input tables
394
    input_joins = [in_tables0]+[sql_gen.Join(v,
395
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
396
    
397
    if mapping == {} and not is_function: # need >= one column for INSERT SELECT
398
        mapping = {out_pkey: None} # ColDict will replace with default value
399
    
400
    if not is_literals:
401
        into = sql_gen.as_Table(into_table_name(out_table, in_tables0, mapping,
402
            is_function))
403
        # Ensure into's out_pkey is different from in_pkey by prepending table
404
        if is_function: into_out_pkey = out_pkey
405
        else: into_out_pkey = strings.ustr(out_pkey_col)
406
        
407
        # Set column sources
408
        in_cols = filter(sql_gen.is_table_col, mapping.values())
409
        for col in in_cols:
410
            if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
411
        
412
        log_debug('Joining together input tables into temp table')
413
        # Place in new table so don't modify input and for speed
414
        in_table = sql_gen.Table('in')
415
        mapping = dicts.join(mapping, sql.flatten(db, in_table, input_joins,
416
            in_cols, preserve=[in_pkey_col]))
417
        input_joins = [in_table]
418
        db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
419
    
420
    # Wrap mapping in a sql_gen.ColDict.
421
    # sql_gen.ColDict sanitizes both keys and values passed into it.
422
    # Do after applying dicts.join() because that returns a plain dict.
423
    mapping = sql_gen.ColDict(db, out_table, mapping)
424
    
425
    # Save all rows since in_table may have rows deleted
426
    if is_literals: pass
427
    elif is_function: full_in_table = in_table
428
    else:
429
        full_in_table = sql_gen.suffixed_table(in_table, '_full')
430
        sql.run_query_into(db, sql.mk_select(db, in_table, None, order_by=None),
431
            into=full_in_table, add_pkey_=True)
432
    
433
    pkeys_table_exists_ref = [False]
434
    def insert_into_pkeys(joins, cols=None, limit=None, **kw_args):
435
        query = sql.mk_select(db, joins, cols, order_by=None, limit=limit)
436
        if pkeys_table_exists_ref[0]:
437
            sql.insert_select(db, into, [in_pkey, into_out_pkey], query,
438
                **kw_args)
439
        else:
440
            sql.run_query_into(db, query, into=into, add_pkey_=True, **kw_args)
441
            pkeys_table_exists_ref[0] = True
442
    
443
    def mk_main_select(joins, cols):
444
        return sql.mk_select(db, joins, cols, order_by=None)
445
    
446
    if is_literals: insert_in_table = None
447
    else:
448
        insert_in_table = in_table
449
        insert_in_tables = [insert_in_table]
450
    join_cols = sql_gen.ColDict(db, out_table)
451
    
452
    exc_strs = set()
453
    def log_exc(e):
454
        e_str = exc.str_(e, first_line_only=True)
455
        log_debug('Caught exception: '+e_str)
456
        if e_str in exc_strs: # avoid infinite loops
457
            log_debug('Exception already seen, handler broken')
458
            on_error(e)
459
            remove_all_rows()
460
        else: exc_strs.add(e_str)
461
    
462
    ignore_all_ref = [False]
463
    def remove_all_rows():
464
        log_debug('Ignoring all rows')
465
        ignore_all_ref[0] = True # just return the default value column
466
    
467
    def ignore_cond(cond, e):
468
        if is_literals: remove_all_rows()
469
        else:
470
            out_table_cols = sql_gen.ColDict(db, out_table)
471
            out_table_cols.update(util.dict_subset_right_join({},
472
                sql.table_col_names(db, out_table)))
473
            
474
            in_cols = []
475
            cond = sql_gen.map_expr(db, cond, mapping, in_cols)
476
            cond = sql_gen.map_expr(db, cond, out_table_cols)
477
            
478
            track_data_error(db, errors_table_, sql_gen.cols_srcs(in_cols),
479
                None, e.cause.pgcode,
480
                strings.ensure_newl(e.cause.pgerror)+'condition: '+cond)
481
            
482
            not_cond = sql_gen.NotCond(sql_gen.CustomCode(cond))
483
            log_debug("Ignoring rows that don't satisfy "+strings.as_tt(cond))
484
            assert cond != sql_gen.true_expr # we know the constraint failed
485
            if cond == sql_gen.false_expr: remove_all_rows()
486
            else: sql.delete(db, insert_in_table, not_cond)
487
    
488
    not_null_cols = set()
489
    def ignore(in_col, value, e):
490
        if sql_gen.is_table_col(in_col):
491
            in_col = sql_gen.with_table(in_col, insert_in_table)
492
            
493
            track_data_error(db, errors_table_, in_col.srcs, value,
494
                e.cause.pgcode, e.cause.pgerror)
495
            
496
            sql.add_index(db, in_col, insert_in_table) # enable fast filtering
497
            if value != None and in_col not in not_null_cols:
498
                log_debug('Replacing invalid value '
499
                    +strings.as_tt(strings.urepr(value))+' with NULL in column '
500
                    +strings.as_tt(in_col.to_str(db)))
501
                sql.update(db, insert_in_table, [(in_col, None)],
502
                    sql_gen.ColValueCond(in_col, value))
503
            else:
504
                log_debug('Ignoring rows with '+strings.as_tt(in_col.to_str(db))
505
                    +' = '+strings.as_tt(strings.urepr(value)))
506
                sql.delete(db, insert_in_table,
507
                    sql_gen.ColValueCond(in_col, value))
508
                if value == None: not_null_cols.add(in_col)
509
        else:
510
            assert isinstance(in_col, sql_gen.NamedCol)
511
            in_value = sql_gen.remove_col_rename(in_col)
512
            assert sql_gen.is_literal(in_value)
513
            if value == in_value.value:
514
                if value != None:
515
                    log_debug('Replacing invalid literal '
516
                        +strings.as_tt(in_col.to_str(db))+' with NULL')
517
                    mapping[in_col.name] = None
518
                else:
519
                    remove_all_rows()
520
            # otherwise, all columns were being ignore()d because the specific
521
            # column couldn't be identified, and this was not the invalid column
522
    
523
    if not is_literals:
524
        def insert_pkeys_table(which):
525
            return sql_gen.Table(sql_gen.concat(in_table.name,
526
                '_insert_'+which+'_pkeys'))
527
        insert_out_pkeys = insert_pkeys_table('out')
528
        insert_in_pkeys = insert_pkeys_table('in')
529
    
530
    def mk_func_call():
531
        args = dict(((k.name, v) for k, v in mapping.iteritems()))
532
        return sql_gen.FunctionCall(out_table, **args), args
533
        
534
    if is_function and not is_literals:
535
        log_debug('Defining wrapper function')
536
        
537
        func_call, args = mk_func_call()
538
        func_call = sql_gen.NamedCol(into_out_pkey, func_call)
539
        
540
        # Create empty pkeys table so its row type can be used
541
        insert_into_pkeys(input_joins, [in_pkey_col, func_call], limit=0,
542
            recover=True)
543
        result_type = db.col_info(sql_gen.Col(into_out_pkey, into)).type
544
        
545
        ## Create error handling wrapper function
546
        
547
        wrapper = db.TempFunction(sql_gen.concat(into.name, '_wrap'))
548
        
549
        select_cols = [in_pkey_col]+args.values()
550
        row_var = copy.copy(sql_gen.row_var)
551
        row_var.set_srcs([in_table])
552
        in_pkey_var = sql_gen.Col(in_pkey, row_var)
553
        
554
        args = dict(((k, sql_gen.with_table(v, row_var))
555
            for k, v in args.iteritems()))
556
        func_call = sql_gen.FunctionCall(out_table, **args)
557
        
558
        def mk_return(result):
559
            return sql_gen.ReturnQuery(sql.mk_select(db,
560
                fields=[in_pkey_var, result], explain=False))
561
        exc_handler = func_wrapper_exception_handler(db,
562
            mk_return(sql_gen.Cast(result_type, None)), args.values(),
563
            errors_table_)
564
        
565
        sql.define_func(db, sql_gen.FunctionDef(wrapper, sql_gen.SetOf(into),
566
            sql_gen.RowExcIgnore(sql_gen.RowType(in_table),
567
                sql.mk_select(db, input_joins, order_by=None),
568
                mk_return(func_call), exc_handler=exc_handler)
569
            ))
570
        wrapper_table = sql_gen.FunctionCall(wrapper)
571
    
572
    missing_msg = None
573
    
574
    # Do inserts and selects
575
    while True:
576
        has_joins = join_cols != {}
577
        
578
        if ignore_all_ref[0]: break # unrecoverable error, so don't do main case
579
        
580
        # Prepare to insert new rows
581
        if is_function:
582
            log_debug('Calling function on input rows')
583
            if is_literals: func_call, args = mk_func_call()
584
        else:
585
            log_debug('Trying to insert new rows')
586
            insert_args = dict(recover=True, cacheable=False)
587
            if has_joins:
588
                insert_args.update(dict(ignore=True))
589
            else:
590
                insert_args.update(dict(returning=out_pkey))
591
                if not is_literals:
592
                    insert_args.update(dict(into=insert_out_pkeys))
593
            main_select = mk_main_select([insert_in_table], [sql_gen.with_table(
594
                c, insert_in_table) for c in mapping.values()])
595
        
596
        try:
597
            cur = None
598
            if is_function:
599
                if is_literals:
600
                    cur = sql.select(db, fields=[func_call], recover=True,
601
                        cacheable=True)
602
                else: insert_into_pkeys(wrapper_table, recover=True)
603
            else:
604
                cur = sql.insert_select(db, out_table, mapping.keys(),
605
                    main_select, **insert_args)
606
            break # insert successful
607
        except sql.MissingCastException, e:
608
            log_exc(e)
609
            
610
            type_ = e.type
611
            if e.col == None: out_cols = mapping.keys()
612
            else: out_cols = [e.col]
613
            
614
            for out_col in out_cols:
615
                log_debug('Casting '+strings.as_tt(strings.repr_no_u(out_col))
616
                    +' input to '+strings.as_tt(type_))
617
                in_col = mapping[out_col]
618
                while True:
619
                    try:
620
                        mapping[out_col] = cast_temp_col(db, type_, in_col,
621
                            errors_table_)
622
                        break # cast successful
623
                    except sql.InvalidValueException, e:
624
                        log_exc(e)
625
                        
626
                        ignore(in_col, e.value, e)
627
        except sql.DuplicateKeyException, e:
628
            log_exc(e)
629
            
630
            # Different rows violating different unique constraints not
631
            # supported
632
            assert not join_cols
633
            
634
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
635
            log_debug('Ignoring existing rows, comparing on these columns:\n'
636
                +strings.as_inline_table(join_cols, ustr=col_ustr))
637
            
638
            if is_literals:
639
                return sql.value(sql.select(db, out_table, [out_pkey_col],
640
                    join_cols, order_by=None))
641
            
642
            # Uniquify input table to avoid internal duplicate keys
643
            insert_in_table = sql.distinct_table(db, insert_in_table,
644
                join_cols.values())
645
            insert_in_tables.append(insert_in_table)
646
        except sql.NullValueException, e:
647
            log_exc(e)
648
            
649
            out_col, = e.cols
650
            try: in_col = mapping[out_col]
651
            except KeyError, e:
652
                try: in_col = mapping[out_col] = col_defaults[out_col]
653
                except KeyError:
654
                    missing_msg = 'Missing mapping for NOT NULL column '+out_col
655
                    log_debug(missing_msg)
656
                    remove_all_rows()
657
            else: ignore(in_col, None, e)
658
        except sql.CheckException, e:
659
            log_exc(e)
660
            
661
            ignore_cond(e.cond, e)
662
        except sql.InvalidValueException, e:
663
            log_exc(e)
664
            
665
            for in_col in mapping.values(): ignore(in_col, e.value, e)
666
        except psycopg2.extensions.TransactionRollbackError, e:
667
            log_exc(e)
668
            # retry
669
        except sql.DatabaseErrors, e:
670
            log_exc(e)
671
            
672
            log_debug('No handler for exception')
673
            on_error(e)
674
            remove_all_rows()
675
        # after exception handled, rerun loop with additional constraints
676
    
677
    # Resolve default value column
678
    if default != None:
679
        try: default = mapping[default]
680
        except KeyError:
681
            db.log_debug('Default value column '
682
                +strings.as_tt(strings.repr_no_u(default))
683
                +' does not exist in mapping, falling back to None', level=2.1)
684
            default = None
685
        else: default = sql_gen.remove_col_rename(default)
686
    
687
    if missing_msg != None and default == None:
688
        warnings.warn(UserWarning(missing_msg))
689
        # not an error because sometimes the mappings include
690
        # extra tables which aren't used by the dataset
691
    
692
    # Handle unrecoverable errors
693
    if ignore_all_ref[0]:
694
        log_debug('Returning default: '+strings.as_tt(strings.urepr(default)))
695
        return default
696
    
697
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
698
        row_ct_ref[0] += cur.rowcount
699
    
700
    if is_literals: return sql.value(cur)
701
    
702
    if is_function: pass # pkeys table already created
703
    elif has_joins:
704
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
705
        log_debug('Getting output table pkeys of existing/inserted rows')
706
        insert_into_pkeys(select_joins, [in_pkey_col,
707
            sql_gen.NamedCol(into_out_pkey, out_pkey_col)])
708
    else:
709
        sql.add_row_num(db, insert_out_pkeys) # for joining with input pkeys
710
        
711
        log_debug('Getting input table pkeys of inserted rows')
712
        # Note that mk_main_select() does not use ORDER BY. Instead, assume that
713
        # since the SELECT query is identical to the one used in INSERT SELECT,
714
        # its rows will be retrieved in the same order.
715
        sql.run_query_into(db, mk_main_select(input_joins, [in_pkey]),
716
            into=insert_in_pkeys)
717
        sql.add_row_num(db, insert_in_pkeys) # for joining with output pkeys
718
        
719
        assert sql.table_row_count(db, insert_out_pkeys) == sql.table_row_count(
720
            db, insert_in_pkeys)
721
        
722
        log_debug('Combining output and input pkeys in inserted order')
723
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
724
            {sql.row_num_col: sql_gen.join_same_not_null})]
725
        in_col = sql_gen.Col(in_pkey, insert_in_pkeys)
726
        out_col = sql_gen.NamedCol(into_out_pkey,
727
            sql_gen.Col(out_pkey, insert_out_pkeys))
728
        insert_into_pkeys(pkey_joins, [in_col, out_col])
729
        
730
        sql.empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
731
    
732
    if not is_function: # is_function doesn't leave holes
733
        log_debug('Setting pkeys of missing rows to '
734
            +strings.as_tt(strings.urepr(default)))
735
        if sql_gen.is_table_col(default):
736
            default = sql_gen.with_table(default, full_in_table)
737
        missing_rows_joins = [full_in_table, sql_gen.Join(into,
738
            {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
739
            # must use join_same_not_null or query will take forever
740
        insert_into_pkeys(missing_rows_joins,
741
            [sql_gen.Col(in_pkey, full_in_table),
742
            sql_gen.NamedCol(into_out_pkey, default)])
743
    # otherwise, there is already an entry for every row
744
    
745
    assert (sql.table_row_count(db, into)
746
        == sql.table_row_count(db, full_in_table))
747
    
748
    sql.empty_temp(db, insert_in_tables+[full_in_table])
749
    
750
    srcs = []
751
    if is_function: srcs = sql_gen.cols_srcs(in_cols)
752
    return sql_gen.Col(into_out_pkey, into, srcs)
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