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

    
50
##### Error tracking
51

    
52
def track_data_error(db, errors_table, cols, value, error_code, error):
53
    '''
54
    @param errors_table If None, does nothing.
55
    '''
56
    if errors_table == None or cols == (): return
57
    
58
    for col in cols:
59
        try:
60
            sql.insert(db, errors_table, dict(column=col.name, value=value,
61
                error_code=error_code, error=error), recover=True,
62
                cacheable=True, log_level=4)
63
        except sql.DuplicateKeyException: pass
64

    
65
class ExcToErrorsTable(sql_gen.ExcToWarning):
66
    '''Handles an exception by saving it or converting it to a warning.'''
67
    def __init__(self, return_, srcs, errors_table, value=None):
68
        '''
69
        @param return_ See sql_gen.ExcToWarning
70
        @param srcs The column names for the errors table
71
        @param errors_table None|sql_gen.Table
72
        @param value The value (or an expression for it) that caused the error
73
        @pre The invalid value must be in a local variable "value" of type text.
74
        '''
75
        sql_gen.ExcToWarning.__init__(self, return_)
76
        
77
        value = sql_gen.as_Code(value)
78
        
79
        self.srcs = srcs
80
        self.errors_table = errors_table
81
        self.value = value
82
    
83
    def to_str(self, db):
84
        if not self.srcs or self.errors_table == None:
85
            return sql_gen.ExcToWarning.to_str(self, db)
86
        
87
        errors_table_cols = map(sql_gen.Col,
88
            ['column', 'value', 'error_code', 'error'])
89
        col_names_query = sql.mk_select(db, sql_gen.NamedValues('c', None,
90
            [[c.name] for c in self.srcs]), order_by=None)
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        insert_query = sql.mk_insert_select(db, self.errors_table,
92
            errors_table_cols,
93
            sql_gen.Values(errors_table_cols).to_str(db))+';\n'
94
        return '''\
95
-- Save error in errors table.
96
DECLARE
97
    error_code text := SQLSTATE;
98
    error text := SQLERRM;
99
    value text := '''+self.value.to_str(db)+''';
100
    "column" text;
101
BEGIN
102
    -- Insert the value and error for *each* source column.
103
'''+strings.indent(sql_gen.RowExcIgnore(None, col_names_query, insert_query,
104
    row_var=errors_table_cols[0]).to_str(db))+'''
105
END;
106

    
107
'''+self.return_.to_str(db)
108

    
109
def data_exception_handler(*args, **kw_args):
110
    '''Handles a data_exception by saving it or converting it to a warning.
111
    For params, see ExcToErrorsTable().
112
    '''
113
    return sql_gen.data_exception_handler(ExcToErrorsTable(*args, **kw_args))
114

    
115
def cast(db, type_, col, errors_table=None):
116
    '''Casts an (unrenamed) column or value.
117
    If errors_table set and col has srcs, saves errors in errors_table (using
118
    col's srcs attr as source columns). Otherwise, converts errors to warnings.
119
    @param col str|sql_gen.Col|sql_gen.Literal
120
    @param errors_table None|sql_gen.Table|str
121
    '''
122
    col = sql_gen.as_Col(col)
123
    
124
    # Don't convert exceptions to warnings for user-supplied constants
125
    if isinstance(col, sql_gen.Literal): return sql_gen.Cast(type_, col)
126
    
127
    assert not isinstance(col, sql_gen.NamedCol)
128
    
129
    function_name = strings.first_word(type_)
130
    srcs = col.srcs
131
    save_errors = errors_table != None and srcs
132
    if save_errors: # function will be unique for the given srcs
133
        function_name = strings.ustr(sql_gen.FunctionCall(function_name,
134
            *map(sql_gen.to_name_only_col, srcs)))
135
    function = db.TempFunction(function_name)
136
    
137
    # Create function definition
138
    modifiers = 'STRICT'
139
    if not save_errors: modifiers = 'IMMUTABLE '+modifiers
140
    value_param = sql_gen.FunctionParam('value', 'text')
141
    handler = data_exception_handler('RETURN NULL;\n', srcs, errors_table,
142
        value_param.name)
143
    body = sql_gen.CustomCode(handler.to_str(db, '''\
144
/* The explicit cast to the return type is needed to make the cast happen
145
inside the try block. (Implicit casts to the return type happen at the end
146
of the function, outside any block.) */
147
RETURN value::'''+type_+''';
148
'''))
149
    body.lang='plpgsql'
150
    sql.define_func(db, sql_gen.FunctionDef(function, type_, body,
151
        [value_param], modifiers))
152
    
153
    return sql_gen.FunctionCall(function, col)
154

    
155
def func_wrapper_exception_handler(db, return_, args, errors_table):
156
    '''Handles a function call's data_exceptions.
157
    Supports PL/Python functions.
158
    @param return_ See data_exception_handler()
159
    @param args [arg...] Function call's args
160
    @param errors_table See data_exception_handler()
161
    '''
162
    args = filter(sql_gen.has_srcs, args)
163
    
164
    srcs = sql_gen.cross_join_srcs(args)
165
    value = sql_gen.merge_not_null(db, ',', args)
166
    return sql_gen.NestedExcHandler(
167
        data_exception_handler(return_, srcs, errors_table, value)
168
        , sql_gen.plpythonu_error_handler
169
        )
170

    
171
def cast_temp_col(db, type_, col, errors_table=None):
172
    '''Like cast(), but creates a new column with the cast values if the input
173
    is a column.
174
    @return The new column or cast value
175
    '''
176
    def cast_(col): return cast(db, type_, col, errors_table)
177
    
178
    try: col = sql_gen.underlying_col(col)
179
    except sql_gen.NoUnderlyingTableException: return sql_gen.wrap(cast_, col)
180
    
181
    table = col.table
182
    new_col = sql_gen.suffixed_col(col, '::'+strings.first_word(type_))
183
    expr = cast_(col)
184
    
185
    # Add column
186
    new_typed_col = sql_gen.TypedCol(new_col.name, type_)
187
    sql.add_col(db, table, new_typed_col, comment=strings.urepr(col)+'::'+type_)
188
    new_col.name = new_typed_col.name # propagate any renaming
189
    
190
    sql.update(db, table, [(new_col, expr)], in_place=True, recover=True)
191
    
192
    return new_col
193

    
194
def errors_table(db, table, if_exists=True):
195
    '''
196
    @param if_exists If set, returns None if the errors table doesn't exist
197
    @return None|sql_gen.Table
198
    '''
199
    table = sql_gen.as_Table(table)
200
    if table.srcs != (): table = table.srcs[0]
201
    
202
    errors_table = sql_gen.suffixed_table(table, '.errors')
203
    if if_exists and not sql.table_exists(db, errors_table): return None
204
    return errors_table
205

    
206
def mk_errors_table(db, table):
207
    errors_table_ = errors_table(db, table, if_exists=False)
208
    if sql.table_exists(db, errors_table_, cacheable=False): return
209
    
210
    typed_cols = [
211
        sql_gen.TypedCol('column', 'text', nullable=False),
212
        sql_gen.TypedCol('value', 'text'),
213
        sql_gen.TypedCol('error_code', 'character varying(5)', nullable=False),
214
        sql_gen.TypedCol('error', 'text', nullable=False),
215
        ]
216
    sql.create_table(db, errors_table_, typed_cols, has_pkey=False)
217
    index_cols = ['column', 'value', 'error_code', 'error']
218
    sql.add_index(db, index_cols, errors_table_, unique=True)
219

    
220
##### Import
221

    
222
def append_csv(db, table, stream_info, stream, use_copy_from=True):
223
    def log(msg, level=1): db.log_debug(msg, level)
224
    
225
    dialect = stream_info.dialect
226
    if csvs.is_tsv(dialect): use_copy_from = False
227
    if use_copy_from:
228
        log('Using COPY FROM')
229
        
230
        # Create COPY FROM statement
231
        copy_from = ('COPY '+table.to_str(db)+' FROM STDIN DELIMITER '
232
            +db.esc_value(dialect.delimiter)+' NULL '+db.esc_value(''))
233
        assert not csvs.is_tsv(dialect)
234
        copy_from += ' CSV'
235
        if dialect.quoting != csv.QUOTE_NONE:
236
            quote_str = db.esc_value(dialect.quotechar)
237
            copy_from += ' QUOTE '+quote_str
238
            if dialect.doublequote: copy_from += ' ESCAPE '+quote_str
239
        copy_from += ';\n'
240
        
241
        log(copy_from, level=2)
242
        db.db.cursor().copy_expert(copy_from, stream)
243
    else:
244
        log('Using INSERT')
245
        cols_ct = len(stream_info.header)
246
        for row in csvs.make_reader(stream, dialect):
247
            row = map(strings.to_unicode, row)
248
            util.list_set_length(row, cols_ct) # truncate extra cols
249
            sql.insert(db, table, row, cacheable=False, log_level=5)
250

    
251
def import_csv(db, table, stream, use_copy_from=True, has_row_num=True):
252
    def log(msg, level=1): db.log_debug(msg, level)
253
    
254
    # Get format info
255
    info = csvs.stream_info(stream, parse_header=True)
256
    col_names = map(strings.to_unicode, info.header)
257
    for i, col in enumerate(col_names): # replace empty column names
258
        if col == '': col_names[i] = 'column_'+str(i)
259
    
260
    # Select schema and escape names
261
    def esc_name(name): return db.esc_name(name)
262
    
263
    typed_cols = [sql_gen.TypedCol(v, 'text') for v in col_names]
264
    
265
    log('Creating table')
266
    # Note that this is not rolled back if the import fails. Instead, it is
267
    # cached, and will not be re-run if the import is retried.
268
    sql.create_table(db, table, typed_cols, has_pkey=False, col_indexes=False)
269
    
270
    # Free memory used by deleted (rolled back) rows from any failed import.
271
    # This MUST be run so that the rows will be stored in inserted order, and
272
    # the row_num added after import will match up with the CSV's row order.
273
    sql.truncate(db, table)
274
    
275
    # Load the data
276
    sql.with_savepoint(db, lambda: append_csv(db, table, info, stream,
277
        use_copy_from))
278
    
279
    if has_row_num: sql.add_row_num(db, table, sql.pkey_col)
280
    cleanup_table(db, table)
281

    
282
def put(db, table, row, pkey_=None, row_ct_ref=None):
283
    '''Recovers from errors.
284
    Only works under PostgreSQL (uses INSERT RETURNING).
285
    '''
286
    return put_table(db, table, [], row, row_ct_ref)
287

    
288
def get(db, table, row, pkey, row_ct_ref=None, create=False):
289
    '''Recovers from errors'''
290
    try:
291
        return sql.value(sql.select(db, table, [pkey], row, limit=1,
292
            recover=True))
293
    except StopIteration:
294
        if not create: raise
295
        return put(db, table, row, pkey, row_ct_ref) # insert new row
296

    
297
def is_func_result(col):
298
    return col.table.name.find('(') >= 0 and col.name == 'result'
299

    
300
def into_table_name(out_table, in_tables0, mapping, is_func):
301
    def in_col_str(in_col):
302
        in_col = sql_gen.remove_col_rename(in_col)
303
        if isinstance(in_col, sql_gen.Col):
304
            table = in_col.table
305
            if table == in_tables0:
306
                in_col = sql_gen.to_name_only_col(in_col)
307
            elif is_func_result(in_col): in_col = table # omit col name
308
        return strings.ustr(in_col)
309
    
310
    str_ = strings.ustr(out_table)
311
    if is_func:
312
        str_ += '('
313
        
314
        try: value_in_col = mapping['value']
315
        except KeyError:
316
            str_ += ', '.join((strings.ustr(k)+'='+in_col_str(v)
317
                for k, v in mapping.iteritems()))
318
        else: str_ += in_col_str(value_in_col)
319
        
320
        str_ += ')'
321
    else:
322
        out_col = 'rank'
323
        try: in_col = mapping[out_col]
324
        except KeyError: str_ += '_pkeys'
325
        else: # has a rank column, so hierarchical
326
            str_ += '['+strings.ustr(out_col)+'='+in_col_str(in_col)+']'
327
    return str_
328

    
329
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, default=None,
330
    col_defaults={}, on_error=exc.reraise):
331
    '''Recovers from errors.
332
    Only works under PostgreSQL (uses INSERT RETURNING).
333
    IMPORTANT: Must be run at the *beginning* of a transaction.
334
    @param in_tables The main input table to select from, followed by a list of
335
        tables to join with it using the main input table's pkey
336
    @param mapping dict(out_table_col=in_table_col, ...)
337
        * out_table_col: str (*not* sql_gen.Col)
338
        * in_table_col: sql_gen.Col|literal-value
339
    @param default The *output* column to use as the pkey for missing rows.
340
        If this output column does not exist in the mapping, uses None.
341
    @param col_defaults Default values for required columns.
342
    @return sql_gen.Col Where the output pkeys are made available
343
    '''
344
    import psycopg2.extensions
345
    
346
    out_table = sql_gen.as_Table(out_table)
347
    
348
    def log_debug(msg): db.log_debug(msg, level=1.5)
349
    def col_ustr(str_):
350
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
351
    
352
    log_debug('********** New iteration **********')
353
    log_debug('Inserting these input columns into '+strings.as_tt(
354
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
355
    
356
    is_function = sql.function_exists(db, out_table)
357
    
358
    # Warn if inserting empty table rows
359
    if not mapping and not is_function: # functions with no args OK
360
        warnings.warn(UserWarning('Inserting empty table row(s)'))
361
    
362
    if is_function: out_pkey = 'result'
363
    else: out_pkey = sql.pkey(db, out_table, recover=True)
364
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
365
    
366
    in_tables_ = in_tables[:] # don't modify input!
367
    try: in_tables0 = in_tables_.pop(0) # first table is separate
368
    except IndexError: in_tables0 = None
369
    else:
370
        in_pkey = sql.pkey(db, in_tables0, recover=True)
371
        in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
372
    
373
    # Determine if can use optimization for only literal values
374
    is_literals = not reduce(operator.or_, map(sql_gen.is_table_col,
375
        mapping.values()), False)
376
    is_literals_or_function = is_literals or is_function
377
    
378
    if in_tables0 == None: errors_table_ = None
379
    else: errors_table_ = errors_table(db, in_tables0)
380
    
381
    # Create input joins from list of input tables
382
    input_joins = [in_tables0]+[sql_gen.Join(v,
383
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
384
    
385
    if mapping == {} and not is_function: # need >= one column for INSERT SELECT
386
        mapping = {out_pkey: None} # ColDict will replace with default value
387
    
388
    if not is_literals:
389
        into = sql_gen.as_Table(into_table_name(out_table, in_tables0, mapping,
390
            is_function))
391
        # Ensure into's out_pkey is different from in_pkey by prepending table
392
        if is_function: into_out_pkey = out_pkey
393
        else: into_out_pkey = strings.ustr(out_pkey_col)
394
        
395
        # Set column sources
396
        in_cols = filter(sql_gen.is_table_col, mapping.values())
397
        for col in in_cols:
398
            if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
399
        
400
        log_debug('Joining together input tables into temp table')
401
        # Place in new table so don't modify input and for speed
402
        in_table = sql_gen.Table('in')
403
        mapping = dicts.join(mapping, sql.flatten(db, in_table, input_joins,
404
            in_cols, preserve=[in_pkey_col]))
405
        input_joins = [in_table]
406
        db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
407
    
408
    # Wrap mapping in a sql_gen.ColDict.
409
    # sql_gen.ColDict sanitizes both keys and values passed into it.
410
    # Do after applying dicts.join() because that returns a plain dict.
411
    mapping = sql_gen.ColDict(db, out_table, mapping)
412
    
413
    # Resolve default value column
414
    if default != None:
415
        try: default = mapping[default]
416
        except KeyError:
417
            db.log_debug('Default value column '
418
                +strings.as_tt(strings.repr_no_u(default))
419
                +' does not exist in mapping, falling back to None', level=2.1)
420
            default = None
421
    
422
    # Save default values for all rows since in_table may have rows deleted
423
    if is_literals: pass
424
    elif is_function: full_in_table = in_table
425
    else:
426
        full_in_table = sql_gen.suffixed_table(in_table, '_full')
427
        full_in_table_cols = [in_pkey_col]
428
        if default != None:
429
            full_in_table_cols.append(default)
430
            default = sql_gen.with_table(default, full_in_table)
431
        sql.run_query_into(db, sql.mk_select(db, in_table, full_in_table_cols,
432
            order_by=None), into=full_in_table, add_pkey_=True)
433
    
434
    pkeys_table_exists_ref = [False]
435
    def insert_into_pkeys(joins, cols=None, limit=None, **kw_args):
436
        query = sql.mk_select(db, joins, cols, order_by=None, limit=limit)
437
        if pkeys_table_exists_ref[0]:
438
            sql.insert_select(db, into, [in_pkey, into_out_pkey], query,
439
                **kw_args)
440
        else:
441
            sql.run_query_into(db, query, into=into, add_pkey_=True, **kw_args)
442
            pkeys_table_exists_ref[0] = True
443
    
444
    limit_ref = [None]
445
    def mk_main_select(joins, cols):
446
        return sql.mk_select(db, joins, cols, limit=limit_ref[0], order_by=None)
447
    
448
    if is_literals: insert_in_table = None
449
    else:
450
        insert_in_table = in_table
451
        insert_in_tables = [insert_in_table]
452
    join_cols = sql_gen.ColDict(db, out_table)
453
    
454
    exc_strs = set()
455
    def log_exc(e):
456
        e_str = exc.str_(e, first_line_only=True)
457
        log_debug('Caught exception: '+e_str)
458
        if e_str in exc_strs: # avoid infinite loops
459
            log_debug('Exception already seen, handler broken')
460
            on_error(e)
461
            remove_all_rows()
462
        else: exc_strs.add(e_str)
463
    
464
    def remove_all_rows():
465
        log_debug('Ignoring all rows')
466
        limit_ref[0] = 0 # just create an empty pkeys table
467
    
468
    def ignore_cond(cond, e):
469
        if is_literals: remove_all_rows()
470
        else:
471
            out_table_cols = sql_gen.ColDict(db, out_table)
472
            out_table_cols.update(util.dict_subset_right_join({},
473
                sql.table_cols(db, out_table)))
474
            
475
            in_cols = []
476
            cond = sql.map_expr(db, cond, mapping, in_cols)
477
            cond = sql.map_expr(db, cond, out_table_cols)
478
            
479
            track_data_error(db, errors_table_, sql_gen.cols_srcs(in_cols),
480
                None, e.cause.pgcode,
481
                strings.ensure_newl(e.cause.pgerror)+'condition: '+cond)
482
            
483
            not_cond = sql_gen.NotCond(sql_gen.CustomCode(cond))
484
            log_debug('Ignoring rows where '+strings.as_tt(not_cond.to_str(db)))
485
            sql.delete(db, insert_in_table, not_cond)
486
    
487
    not_null_cols = set()
488
    def ignore(in_col, value, e):
489
        if sql_gen.is_table_col(in_col):
490
            in_col = sql_gen.with_table(in_col, insert_in_table)
491
            
492
            track_data_error(db, errors_table_, in_col.srcs, value,
493
                e.cause.pgcode, e.cause.pgerror)
494
            
495
            sql.add_index(db, in_col, insert_in_table) # enable fast filtering
496
            if value != None and in_col not in not_null_cols:
497
                log_debug('Replacing invalid value '
498
                    +strings.as_tt(strings.urepr(value))+' with NULL in column '
499
                    +strings.as_tt(in_col.to_str(db)))
500
                sql.update(db, insert_in_table, [(in_col, None)],
501
                    sql_gen.ColValueCond(in_col, value))
502
            else:
503
                log_debug('Ignoring rows with '+strings.as_tt(in_col.to_str(db))
504
                    +' = '+strings.as_tt(strings.urepr(value)))
505
                sql.delete(db, insert_in_table,
506
                    sql_gen.ColValueCond(in_col, value))
507
                if value == None: not_null_cols.add(in_col)
508
        else:
509
            assert isinstance(in_col, sql_gen.NamedCol)
510
            in_value = sql_gen.remove_col_rename(in_col)
511
            assert sql_gen.is_literal(in_value)
512
            if value == in_value.value:
513
                if value != None:
514
                    log_debug('Replacing invalid literal '
515
                        +strings.as_tt(in_col.to_str(db))+' with NULL')
516
                    mapping[in_col.name] = None
517
                else:
518
                    remove_all_rows()
519
            # otherwise, all columns were being ignore()d because the specific
520
            # column couldn't be identified, and this was not the invalid column
521
    
522
    if not is_literals:
523
        def insert_pkeys_table(which):
524
            return sql_gen.Table(sql_gen.concat(in_table.name,
525
                '_insert_'+which+'_pkeys'))
526
        insert_out_pkeys = insert_pkeys_table('out')
527
        insert_in_pkeys = insert_pkeys_table('in')
528
    
529
    def mk_func_call():
530
        args = dict(((k.name, v) for k, v in mapping.iteritems()))
531
        return sql_gen.FunctionCall(out_table, **args), args
532
        
533
    if is_function and not is_literals:
534
        log_debug('Defining wrapper function')
535
        
536
        func_call, args = mk_func_call()
537
        func_call = sql_gen.NamedCol(into_out_pkey, func_call)
538
        
539
        # Create empty pkeys table so its row type can be used
540
        insert_into_pkeys(input_joins, [in_pkey_col, func_call], limit=0,
541
            recover=True)
542
        result_type = db.col_info(sql_gen.Col(into_out_pkey, into)).type
543
        
544
        ## Create error handling wrapper function
545
        
546
        wrapper = db.TempFunction(sql_gen.concat(into.name, '_wrap'))
547
        
548
        select_cols = [in_pkey_col]+args.values()
549
        row_var = copy.copy(sql_gen.row_var)
550
        row_var.set_srcs([in_table])
551
        in_pkey_var = sql_gen.Col(in_pkey, row_var)
552
        
553
        args = dict(((k, sql_gen.with_table(v, row_var))
554
            for k, v in args.iteritems()))
555
        func_call = sql_gen.FunctionCall(out_table, **args)
556
        
557
        def mk_return(result):
558
            return sql_gen.ReturnQuery(sql.mk_select(db,
559
                fields=[in_pkey_var, result], explain=False))
560
        exc_handler = func_wrapper_exception_handler(db,
561
            mk_return(sql_gen.Cast(result_type, None)), args.values(),
562
            errors_table_)
563
        
564
        sql.define_func(db, sql_gen.FunctionDef(wrapper, sql_gen.SetOf(into),
565
            sql_gen.RowExcIgnore(sql_gen.RowType(in_table),
566
                sql.mk_select(db, input_joins, order_by=None),
567
                mk_return(func_call), exc_handler=exc_handler)
568
            ))
569
        wrapper_table = sql_gen.FunctionCall(wrapper)
570
    
571
    # Do inserts and selects
572
    while True:
573
        has_joins = join_cols != {}
574
        
575
        # Handle unrecoverable errors in a special case
576
        if limit_ref[0] == 0:
577
            if is_literals or default == None:
578
                default = sql_gen.remove_col_rename(default)
579
                log_debug('Returning default: '
580
                    +strings.as_tt(strings.urepr(default)))
581
                return default
582
            elif is_function: pass # empty pkeys table already created
583
            else:
584
                log_debug('Creating an empty output pkeys table')
585
                has_joins = False # use the no-joins case
586
                cur = sql.run_query_into(db, sql.mk_select(db, out_table,
587
                    [out_pkey], order_by=None, limit=0), into=insert_out_pkeys)
588
            
589
            break # don't do main case
590
        
591
        # Prepare to insert new rows
592
        if is_function:
593
            log_debug('Calling function on input rows')
594
            if is_literals: func_call, args = mk_func_call()
595
        else:
596
            log_debug('Trying to insert new rows')
597
            insert_args = dict(recover=True, cacheable=False)
598
            if has_joins:
599
                insert_args.update(dict(ignore=True))
600
            else:
601
                insert_args.update(dict(returning=out_pkey))
602
                if not is_literals:
603
                    insert_args.update(dict(into=insert_out_pkeys))
604
            main_select = mk_main_select([insert_in_table], [sql_gen.with_table(
605
                c, insert_in_table) for c in mapping.values()])
606
        
607
        try:
608
            cur = None
609
            if is_function:
610
                if is_literals:
611
                    cur = sql.select(db, fields=[func_call], recover=True,
612
                        cacheable=True)
613
                else: insert_into_pkeys(wrapper_table, recover=True)
614
            else:
615
                cur = sql.insert_select(db, out_table, mapping.keys(),
616
                    main_select, **insert_args)
617
            break # insert successful
618
        except sql.MissingCastException, e:
619
            log_exc(e)
620
            
621
            type_ = e.type
622
            if e.col == None: out_cols = mapping.keys()
623
            else: out_cols = [e.col]
624
            
625
            for out_col in out_cols:
626
                log_debug('Casting '+strings.as_tt(strings.repr_no_u(out_col))
627
                    +' input to '+strings.as_tt(type_))
628
                in_col = mapping[out_col]
629
                while True:
630
                    try:
631
                        mapping[out_col] = cast_temp_col(db, type_, in_col,
632
                            errors_table_)
633
                        break # cast successful
634
                    except sql.InvalidValueException, e:
635
                        log_exc(e)
636
                        
637
                        ignore(in_col, e.value, e)
638
        except sql.DuplicateKeyException, e:
639
            log_exc(e)
640
            
641
            # Different rows violating different unique constraints not
642
            # supported
643
            assert not join_cols
644
            
645
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
646
            log_debug('Ignoring existing rows, comparing on these columns:\n'
647
                +strings.as_inline_table(join_cols, ustr=col_ustr))
648
            
649
            if is_literals:
650
                return sql.value(sql.select(db, out_table, [out_pkey_col],
651
                    join_cols, order_by=None))
652
            
653
            # Uniquify input table to avoid internal duplicate keys
654
            insert_in_table = sql.distinct_table(db, insert_in_table,
655
                join_cols.values())
656
            insert_in_tables.append(insert_in_table)
657
        except sql.NullValueException, e:
658
            log_exc(e)
659
            
660
            out_col, = e.cols
661
            try: in_col = mapping[out_col]
662
            except KeyError, e:
663
                try: in_col = mapping[out_col] = col_defaults[out_col]
664
                except KeyError:
665
                    msg = 'Missing mapping for NOT NULL column '+out_col
666
                    log_debug(msg)
667
                    if default == None: warnings.warn(UserWarning(msg))
668
                        # not an error because sometimes the mappings include
669
                        # extra tables which aren't used by the dataset
670
                    remove_all_rows()
671
            else: ignore(in_col, None, e)
672
        except sql.CheckException, e:
673
            log_exc(e)
674
            
675
            ignore_cond(e.cond, e)
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
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
692
        row_ct_ref[0] += cur.rowcount
693
    
694
    if is_literals: return sql.value(cur)
695
    
696
    if is_function: pass # pkeys table already created
697
    elif has_joins:
698
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
699
        log_debug('Getting output table pkeys of existing/inserted rows')
700
        insert_into_pkeys(select_joins, [in_pkey_col,
701
            sql_gen.NamedCol(into_out_pkey, out_pkey_col)])
702
    else:
703
        sql.add_row_num(db, insert_out_pkeys) # for joining with input pkeys
704
        
705
        log_debug('Getting input table pkeys of inserted rows')
706
        # Note that mk_main_select() does not use ORDER BY. Instead, assume that
707
        # since the SELECT query is identical to the one used in INSERT SELECT,
708
        # its rows will be retrieved in the same order.
709
        sql.run_query_into(db, mk_main_select(input_joins, [in_pkey]),
710
            into=insert_in_pkeys)
711
        sql.add_row_num(db, insert_in_pkeys) # for joining with output pkeys
712
        
713
        assert sql.table_row_count(db, insert_out_pkeys) == sql.table_row_count(
714
            db, insert_in_pkeys)
715
        
716
        log_debug('Combining output and input pkeys in inserted order')
717
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
718
            {sql.row_num_col: sql_gen.join_same_not_null})]
719
        in_col = sql_gen.Col(in_pkey, insert_in_pkeys)
720
        out_col = sql_gen.NamedCol(into_out_pkey,
721
            sql_gen.Col(out_pkey, insert_out_pkeys))
722
        insert_into_pkeys(pkey_joins, [in_col, out_col])
723
        
724
        sql.empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
725
    
726
    if limit_ref[0] == 0 or not is_function: # is_function doesn't leave holes
727
        log_debug('Setting pkeys of missing rows to '
728
            +strings.as_tt(strings.urepr(default)))
729
        missing_rows_joins = [full_in_table, sql_gen.Join(into,
730
            {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
731
            # must use join_same_not_null or query will take forever
732
        insert_into_pkeys(missing_rows_joins,
733
            [sql_gen.Col(in_pkey, full_in_table),
734
            sql_gen.NamedCol(into_out_pkey, default)])
735
    # otherwise, there is already an entry for every row
736
    
737
    assert (sql.table_row_count(db, into)
738
        == sql.table_row_count(db, full_in_table))
739
    
740
    sql.empty_temp(db, insert_in_tables+[full_in_table])
741
    
742
    srcs = []
743
    if is_function: srcs = sql_gen.cols_srcs(in_cols)
744
    return sql_gen.Col(into_out_pkey, into, srcs)
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