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# Database import/export
2

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

    
8
import csvs
9
import exc
10
import dicts
11
import sql
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import sql_gen
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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)
91
        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
    assert sql.table_cols(db, table) == stream_info.header
224
    
225
    def log(msg, level=1): db.log_debug(msg, level)
226
    
227
    dialect = stream_info.dialect
228
    if csvs.is_tsv(dialect): use_copy_from = False
229
    if use_copy_from:
230
        log('Using COPY FROM')
231
        
232
        # Create COPY FROM statement
233
        copy_from = ('COPY '+table.to_str(db)+' FROM STDIN DELIMITER '
234
            +db.esc_value(dialect.delimiter)+' NULL '+db.esc_value(''))
235
        assert not csvs.is_tsv(dialect)
236
        copy_from += ' CSV'
237
        if dialect.quoting != csv.QUOTE_NONE:
238
            quote_str = db.esc_value(dialect.quotechar)
239
            copy_from += ' QUOTE '+quote_str
240
            if dialect.doublequote: copy_from += ' ESCAPE '+quote_str
241
        copy_from += ';\n'
242
        
243
        log(copy_from, level=2)
244
        db.db.cursor().copy_expert(copy_from, stream)
245
    else:
246
        log('Using INSERT')
247
        cols_ct = len(stream_info.header)
248
        for row in csvs.make_reader(stream, dialect):
249
            row = map(strings.to_unicode, row)
250
            util.list_set_length(row, cols_ct) # truncate extra cols
251
            sql.insert(db, table, row, ignore=True, cacheable=False,
252
                log_level=5)
253

    
254
def import_csv(db, table, stream, use_copy_from=True):
255
    def log(msg, level=1): db.log_debug(msg, level)
256
    
257
    # Get format info
258
    info = csvs.stream_info(stream, parse_header=True)
259
    col_names = map(strings.to_unicode, info.header)
260
    for i, col in enumerate(col_names): # replace empty column names
261
        if col == '': col_names[i] = 'column_'+str(i)
262
    
263
    # Select schema and escape names
264
    def esc_name(name): return db.esc_name(name)
265
    
266
    typed_cols = [sql_gen.TypedCol(v, 'text') for v in col_names]
267
    
268
    log('Creating table')
269
    # Note that this is not rolled back if the import fails. Instead, it is
270
    # cached, and will not be re-run if the import is retried.
271
    sql.create_table(db, table, typed_cols, has_pkey=False, col_indexes=False)
272
    
273
    # Free memory used by deleted (rolled back) rows from any failed import.
274
    # This MUST be run so that the rows will be stored in inserted order, and
275
    # the row_num added after import will match up with the CSV's row order.
276
    sql.truncate(db, table)
277
    
278
    # Load the data
279
    def load(): append_csv(db, table, info, stream, use_copy_from)
280
    if use_copy_from: sql.with_savepoint(db, load)
281
    else: load()
282
    
283
    cleanup_table(db, table)
284

    
285
def put(db, table, row, pkey_=None, row_ct_ref=None):
286
    '''Recovers from errors.
287
    Only works under PostgreSQL (uses INSERT RETURNING).
288
    '''
289
    return put_table(db, table, [], row, row_ct_ref)
290

    
291
def get(db, table, row, pkey, row_ct_ref=None, create=False):
292
    '''Recovers from errors'''
293
    try:
294
        return sql.value(sql.select(db, table, [pkey], row, limit=1,
295
            recover=True))
296
    except StopIteration:
297
        if not create: raise
298
        return put(db, table, row, pkey, row_ct_ref) # insert new row
299

    
300
def is_func_result(col):
301
    return col.table.name.find('(') >= 0 and col.name == 'result'
302

    
303
def into_table_name(out_table, in_tables0, mapping, is_func):
304
    def in_col_str(in_col):
305
        in_col = sql_gen.remove_col_rename(in_col)
306
        if isinstance(in_col, sql_gen.Col):
307
            table = in_col.table
308
            if table == in_tables0:
309
                in_col = sql_gen.to_name_only_col(in_col)
310
            elif is_func_result(in_col): in_col = table # omit col name
311
        return strings.ustr(in_col)
312
    
313
    str_ = strings.ustr(out_table)
314
    if is_func:
315
        str_ += '('
316
        
317
        try: value_in_col = mapping['value']
318
        except KeyError:
319
            str_ += ', '.join((strings.ustr(k)+'='+in_col_str(v)
320
                for k, v in mapping.iteritems()))
321
        else: str_ += in_col_str(value_in_col)
322
        
323
        str_ += ')'
324
    else:
325
        out_col = 'rank'
326
        try: in_col = mapping[out_col]
327
        except KeyError: str_ += '_pkeys'
328
        else: # has a rank column, so hierarchical
329
            str_ += '['+strings.ustr(out_col)+'='+in_col_str(in_col)+']'
330
    return str_
331

    
332
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, default=None,
333
    col_defaults={}, on_error=exc.reraise):
334
    '''Recovers from errors.
335
    Only works under PostgreSQL (uses INSERT RETURNING).
336
    IMPORTANT: Must be run at the *beginning* of a transaction.
337
    @param in_tables The main input table to select from, followed by a list of
338
        tables to join with it using the main input table's pkey
339
    @param mapping dict(out_table_col=in_table_col, ...)
340
        * out_table_col: str (*not* sql_gen.Col)
341
        * in_table_col: sql_gen.Col|literal-value
342
    @param default The *output* column to use as the pkey for missing rows.
343
        If this output column does not exist in the mapping, uses None.
344
    @param col_defaults Default values for required columns.
345
    @return sql_gen.Col Where the output pkeys are made available
346
    '''
347
    import psycopg2.extensions
348
    
349
    out_table = sql_gen.as_Table(out_table)
350
    
351
    def log_debug(msg): db.log_debug(msg, level=1.5)
352
    def col_ustr(str_):
353
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
354
    
355
    log_debug('********** New iteration **********')
356
    log_debug('Inserting these input columns into '+strings.as_tt(
357
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
358
    
359
    is_function = sql.function_exists(db, out_table)
360
    
361
    # Warn if inserting empty table rows
362
    if not mapping and not is_function: # functions with no args OK
363
        warnings.warn(UserWarning('Inserting empty table row(s)'))
364
    
365
    if is_function: out_pkey = 'result'
366
    else: out_pkey = sql.pkey(db, out_table, recover=True)
367
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
368
    
369
    in_tables_ = copy.copy(in_tables) # don't modify input!
370
    try: in_tables0 = in_tables_.pop(0) # first table is separate
371
    except IndexError: in_tables0 = None
372
    else:
373
        in_pkey = sql.pkey(db, in_tables0, recover=True)
374
        in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
375
    
376
    # Determine if can use optimization for only literal values
377
    is_literals = not reduce(operator.or_, map(sql_gen.is_table_col,
378
        mapping.values()), False)
379
    is_literals_or_function = is_literals or is_function
380
    
381
    if in_tables0 == None: errors_table_ = None
382
    else: errors_table_ = errors_table(db, in_tables0)
383
    
384
    # Create input joins from list of input tables
385
    input_joins = [in_tables0]+[sql_gen.Join(v,
386
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
387
    
388
    if mapping == {} and not is_function: # need >= one column for INSERT SELECT
389
        mapping = {out_pkey: None} # ColDict will replace with default value
390
    
391
    if not is_literals:
392
        into = sql_gen.as_Table(into_table_name(out_table, in_tables0, mapping,
393
            is_function))
394
        # Ensure into's out_pkey is different from in_pkey by prepending table
395
        if is_function: into_out_pkey = out_pkey
396
        else: into_out_pkey = strings.ustr(out_pkey_col)
397
        
398
        # Set column sources
399
        in_cols = filter(sql_gen.is_table_col, mapping.values())
400
        for col in in_cols:
401
            if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
402
        
403
        log_debug('Joining together input tables into temp table')
404
        # Place in new table so don't modify input and for speed
405
        in_table = sql_gen.Table('in')
406
        mapping = dicts.join(mapping, sql.flatten(db, in_table, input_joins,
407
            in_cols, preserve=[in_pkey_col]))
408
        input_joins = [in_table]
409
        db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
410
    
411
    # Wrap mapping in a sql_gen.ColDict.
412
    # sql_gen.ColDict sanitizes both keys and values passed into it.
413
    # Do after applying dicts.join() because that returns a plain dict.
414
    mapping = sql_gen.ColDict(db, out_table, mapping)
415
    
416
    # Resolve default value column
417
    if default != None:
418
        try: default = mapping[default]
419
        except KeyError:
420
            db.log_debug('Default value column '
421
                +strings.as_tt(strings.repr_no_u(default))
422
                +' does not exist in mapping, falling back to None', level=2.1)
423
            default = None
424
    
425
    # Save default values for 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
        full_in_table_cols = [in_pkey_col]
431
        if default != None:
432
            full_in_table_cols.append(default)
433
            default = sql_gen.with_table(default, full_in_table)
434
        sql.run_query_into(db, sql.mk_select(db, in_table, full_in_table_cols,
435
            order_by=None), into=full_in_table, add_pkey_=True)
436
    
437
    pkeys_table_exists_ref = [False]
438
    def insert_into_pkeys(joins, cols=None, limit=None, **kw_args):
439
        query = sql.mk_select(db, joins, cols, order_by=None, limit=limit)
440
        if pkeys_table_exists_ref[0]:
441
            sql.insert_select(db, into, [in_pkey, into_out_pkey], query,
442
                **kw_args)
443
        else:
444
            sql.run_query_into(db, query, into=into, add_pkey_=True, **kw_args)
445
            pkeys_table_exists_ref[0] = True
446
    
447
    limit_ref = [None]
448
    def mk_main_select(joins, cols):
449
        return sql.mk_select(db, joins, cols, limit=limit_ref[0], order_by=None)
450
    
451
    if is_literals: insert_in_table = None
452
    else:
453
        insert_in_table = in_table
454
        insert_in_tables = [insert_in_table]
455
    join_cols = sql_gen.ColDict(db, out_table)
456
    
457
    exc_strs = set()
458
    def log_exc(e):
459
        e_str = exc.str_(e, first_line_only=True)
460
        log_debug('Caught exception: '+e_str)
461
        if e_str in exc_strs: # avoid infinite loops
462
            log_debug('Exception already seen, handler broken')
463
            on_error(e)
464
            remove_all_rows()
465
        else: exc_strs.add(e_str)
466
    
467
    def remove_all_rows():
468
        log_debug('Ignoring all rows')
469
        limit_ref[0] = 0 # just create an empty pkeys table
470
    
471
    def ignore_cond(cond, e):
472
        if is_literals: remove_all_rows()
473
        else:
474
            out_table_cols = sql_gen.ColDict(db, out_table)
475
            out_table_cols.update(util.dict_subset_right_join({},
476
                sql.table_cols(db, out_table)))
477
            
478
            in_cols = []
479
            cond = sql.map_expr(db, cond, mapping, in_cols)
480
            cond = sql.map_expr(db, cond, out_table_cols)
481
            
482
            track_data_error(db, errors_table_, sql_gen.cols_srcs(in_cols),
483
                None, e.cause.pgcode,
484
                strings.ensure_newl(e.cause.pgerror)+'condition: '+cond)
485
            
486
            not_cond = sql_gen.NotCond(sql_gen.CustomCode(cond))
487
            log_debug('Ignoring rows where '+strings.as_tt(not_cond.to_str(db)))
488
            sql.delete(db, insert_in_table, not_cond)
489
    
490
    not_null_cols = set()
491
    def ignore(in_col, value, e):
492
        if sql_gen.is_table_col(in_col):
493
            in_col = sql_gen.with_table(in_col, insert_in_table)
494
            
495
            track_data_error(db, errors_table_, in_col.srcs, value,
496
                e.cause.pgcode, e.cause.pgerror)
497
            
498
            sql.add_index(db, in_col, insert_in_table) # enable fast filtering
499
            if value != None and in_col not in not_null_cols:
500
                log_debug('Replacing invalid value '
501
                    +strings.as_tt(strings.urepr(value))+' with NULL in column '
502
                    +strings.as_tt(in_col.to_str(db)))
503
                sql.update(db, insert_in_table, [(in_col, None)],
504
                    sql_gen.ColValueCond(in_col, value))
505
            else:
506
                log_debug('Ignoring rows with '+strings.as_tt(in_col.to_str(db))
507
                    +' = '+strings.as_tt(strings.urepr(value)))
508
                sql.delete(db, insert_in_table,
509
                    sql_gen.ColValueCond(in_col, value))
510
                if value == None: not_null_cols.add(in_col)
511
        else:
512
            assert isinstance(in_col, sql_gen.NamedCol)
513
            in_value = sql_gen.remove_col_rename(in_col)
514
            assert sql_gen.is_literal(in_value)
515
            if value == in_value.value:
516
                if value != None:
517
                    log_debug('Replacing invalid literal '
518
                        +strings.as_tt(in_col.to_str(db))+' with NULL')
519
                    mapping[in_col.name] = None
520
                else:
521
                    remove_all_rows()
522
            # otherwise, all columns were being ignore()d because the specific
523
            # column couldn't be identified, and this was not the invalid column
524
    
525
    if not is_literals:
526
        def insert_pkeys_table(which):
527
            return sql_gen.Table(sql_gen.concat(in_table.name,
528
                '_insert_'+which+'_pkeys'))
529
        insert_out_pkeys = insert_pkeys_table('out')
530
        insert_in_pkeys = insert_pkeys_table('in')
531
    
532
    def mk_func_call():
533
        args = dict(((k.name, v) for k, v in mapping.iteritems()))
534
        return sql_gen.FunctionCall(out_table, **args), args
535
        
536
    if is_function and not is_literals:
537
        log_debug('Defining wrapper function')
538
        
539
        func_call, args = mk_func_call()
540
        func_call = sql_gen.NamedCol(into_out_pkey, func_call)
541
        
542
        # Create empty pkeys table so its row type can be used
543
        insert_into_pkeys(input_joins, [in_pkey_col, func_call], limit=0,
544
            recover=True)
545
        result_type = db.col_info(sql_gen.Col(into_out_pkey, into)).type
546
        
547
        ## Create error handling wrapper function
548
        
549
        wrapper = db.TempFunction(sql_gen.concat(into.name, '_wrap'))
550
        
551
        select_cols = [in_pkey_col]+args.values()
552
        row_var = copy.copy(sql_gen.row_var)
553
        row_var.set_srcs([in_table])
554
        in_pkey_var = sql_gen.Col(in_pkey, row_var)
555
        
556
        args = dict(((k, sql_gen.with_table(v, row_var))
557
            for k, v in args.iteritems()))
558
        func_call = sql_gen.FunctionCall(out_table, **args)
559
        
560
        def mk_return(result):
561
            return sql_gen.ReturnQuery(sql.mk_select(db,
562
                fields=[in_pkey_var, result], explain=False))
563
        exc_handler = func_wrapper_exception_handler(db,
564
            mk_return(sql_gen.Cast(result_type, None)), args.values(),
565
            errors_table_)
566
        
567
        sql.define_func(db, sql_gen.FunctionDef(wrapper, sql_gen.SetOf(into),
568
            sql_gen.RowExcIgnore(sql_gen.RowType(in_table),
569
                sql.mk_select(db, input_joins, order_by=None),
570
                mk_return(func_call), exc_handler=exc_handler)
571
            ))
572
        wrapper_table = sql_gen.FunctionCall(wrapper)
573
    
574
    # Do inserts and selects
575
    while True:
576
        has_joins = join_cols != {}
577
        
578
        # Handle unrecoverable errors in a special case
579
        if limit_ref[0] == 0:
580
            if is_literals or default == None:
581
                default = sql_gen.remove_col_rename(default)
582
                log_debug('Returning default: '
583
                    +strings.as_tt(strings.urepr(default)))
584
                return default
585
            elif is_function: pass # empty pkeys table already created
586
            else:
587
                log_debug('Creating an empty output pkeys table')
588
                has_joins = False # use the no-joins case
589
                cur = sql.run_query_into(db, sql.mk_select(db, out_table,
590
                    [out_pkey], order_by=None, limit=0), into=insert_out_pkeys)
591
            
592
            break # don't do main case
593
        
594
        # Prepare to insert new rows
595
        if is_function:
596
            log_debug('Calling function on input rows')
597
            if is_literals: func_call, args = mk_func_call()
598
        else:
599
            log_debug('Trying to insert new rows')
600
            insert_args = dict(recover=True, cacheable=False)
601
            if has_joins:
602
                insert_args.update(dict(ignore=True))
603
            else:
604
                insert_args.update(dict(returning=out_pkey))
605
                if not is_literals:
606
                    insert_args.update(dict(into=insert_out_pkeys))
607
            main_select = mk_main_select([insert_in_table], [sql_gen.with_table(
608
                c, insert_in_table) for c in mapping.values()])
609
        
610
        try:
611
            cur = None
612
            if is_function:
613
                if is_literals:
614
                    cur = sql.select(db, fields=[func_call], recover=True,
615
                        cacheable=True)
616
                else: insert_into_pkeys(wrapper_table, recover=True)
617
            else:
618
                cur = sql.insert_select(db, out_table, mapping.keys(),
619
                    main_select, **insert_args)
620
            break # insert successful
621
        except sql.MissingCastException, e:
622
            log_exc(e)
623
            
624
            type_ = e.type
625
            if e.col == None: out_cols = mapping.keys()
626
            else: out_cols = [e.col]
627
            
628
            for out_col in out_cols:
629
                log_debug('Casting '+strings.as_tt(strings.repr_no_u(out_col))
630
                    +' input to '+strings.as_tt(type_))
631
                in_col = mapping[out_col]
632
                while True:
633
                    try:
634
                        mapping[out_col] = cast_temp_col(db, type_, in_col,
635
                            errors_table_)
636
                        break # cast successful
637
                    except sql.InvalidValueException, e:
638
                        log_exc(e)
639
                        
640
                        ignore(in_col, e.value, e)
641
        except sql.DuplicateKeyException, e:
642
            log_exc(e)
643
            
644
            # Different rows violating different unique constraints not
645
            # supported
646
            assert not join_cols
647
            
648
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
649
            log_debug('Ignoring existing rows, comparing on these columns:\n'
650
                +strings.as_inline_table(join_cols, ustr=col_ustr))
651
            
652
            if is_literals:
653
                return sql.value(sql.select(db, out_table, [out_pkey_col],
654
                    join_cols, order_by=None))
655
            
656
            # Uniquify input table to avoid internal duplicate keys
657
            insert_in_table = sql.distinct_table(db, insert_in_table,
658
                join_cols.values())
659
            insert_in_tables.append(insert_in_table)
660
        except sql.NullValueException, e:
661
            log_exc(e)
662
            
663
            out_col, = e.cols
664
            try: in_col = mapping[out_col]
665
            except KeyError, e:
666
                try: in_col = mapping[out_col] = col_defaults[out_col]
667
                except KeyError:
668
                    msg = 'Missing mapping for NOT NULL column '+out_col
669
                    log_debug(msg)
670
                    if default == None: warnings.warn(UserWarning(msg))
671
                        # not an error because sometimes the mappings include
672
                        # extra tables which aren't used by the dataset
673
                    remove_all_rows()
674
            else: ignore(in_col, None, e)
675
        except sql.CheckException, e:
676
            log_exc(e)
677
            
678
            ignore_cond(e.cond, e)
679
        except sql.InvalidValueException, e:
680
            log_exc(e)
681
            
682
            for in_col in mapping.values(): ignore(in_col, e.value, e)
683
        except psycopg2.extensions.TransactionRollbackError, e:
684
            log_exc(e)
685
            # retry
686
        except sql.DatabaseErrors, e:
687
            log_exc(e)
688
            
689
            log_debug('No handler for exception')
690
            on_error(e)
691
            remove_all_rows()
692
        # after exception handled, rerun loop with additional constraints
693
    
694
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
695
        row_ct_ref[0] += cur.rowcount
696
    
697
    if is_literals: return sql.value(cur)
698
    
699
    if is_function: pass # pkeys table already created
700
    elif has_joins:
701
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
702
        log_debug('Getting output table pkeys of existing/inserted rows')
703
        insert_into_pkeys(select_joins, [in_pkey_col,
704
            sql_gen.NamedCol(into_out_pkey, out_pkey_col)])
705
    else:
706
        sql.add_row_num(db, insert_out_pkeys) # for joining with input pkeys
707
        
708
        log_debug('Getting input table pkeys of inserted rows')
709
        # Note that mk_main_select() does not use ORDER BY. Instead, assume that
710
        # since the SELECT query is identical to the one used in INSERT SELECT,
711
        # its rows will be retrieved in the same order.
712
        sql.run_query_into(db, mk_main_select(input_joins, [in_pkey]),
713
            into=insert_in_pkeys)
714
        sql.add_row_num(db, insert_in_pkeys) # for joining with output pkeys
715
        
716
        assert sql.table_row_count(db, insert_out_pkeys) == sql.table_row_count(
717
            db, insert_in_pkeys)
718
        
719
        log_debug('Combining output and input pkeys in inserted order')
720
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
721
            {sql.row_num_col: sql_gen.join_same_not_null})]
722
        in_col = sql_gen.Col(in_pkey, insert_in_pkeys)
723
        out_col = sql_gen.NamedCol(into_out_pkey,
724
            sql_gen.Col(out_pkey, insert_out_pkeys))
725
        insert_into_pkeys(pkey_joins, [in_col, out_col])
726
        
727
        sql.empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
728
    
729
    if limit_ref[0] == 0 or not is_function: # is_function doesn't leave holes
730
        log_debug('Setting pkeys of missing rows to '
731
            +strings.as_tt(strings.urepr(default)))
732
        missing_rows_joins = [full_in_table, sql_gen.Join(into,
733
            {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
734
            # must use join_same_not_null or query will take forever
735
        insert_into_pkeys(missing_rows_joins,
736
            [sql_gen.Col(in_pkey, full_in_table),
737
            sql_gen.NamedCol(into_out_pkey, default)])
738
    # otherwise, there is already an entry for every row
739
    
740
    assert (sql.table_row_count(db, into)
741
        == sql.table_row_count(db, full_in_table))
742
    
743
    sql.empty_temp(db, insert_in_tables+[full_in_table])
744
    
745
    srcs = []
746
    if is_function: srcs = sql_gen.cols_srcs(in_cols)
747
    return sql_gen.Col(into_out_pkey, into, srcs)
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