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# Database import/export
2

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

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

    
16
##### Exceptions
17

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

    
21
##### Data cleanup
22

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

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

    
54
##### Error tracking
55

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

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

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

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

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

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

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

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

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

    
224
##### Import
225

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

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

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

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

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

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

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