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1
# 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
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
    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, cacheable=False, log_level=5)
252

    
253
def import_csv(db, table, stream, use_copy_from=True):
254
    def log(msg, level=1): db.log_debug(msg, level)
255
    
256
    # Get format info
257
    info = csvs.stream_info(stream, parse_header=True)
258
    col_names = map(strings.to_unicode, info.header)
259
    for i, col in enumerate(col_names): # replace empty column names
260
        if col == '': col_names[i] = 'column_'+str(i)
261
    
262
    # Select schema and escape names
263
    def esc_name(name): return db.esc_name(name)
264
    
265
    typed_cols = [sql_gen.TypedCol(v, 'text') for v in col_names]
266
    
267
    log('Creating table')
268
    # Note that this is not rolled back if the import fails. Instead, it is
269
    # cached, and will not be re-run if the import is retried.
270
    sql.create_table(db, table, typed_cols, has_pkey=False, col_indexes=False)
271
    
272
    # Free memory used by deleted (rolled back) rows from any failed import.
273
    # This MUST be run so that the rows will be stored in inserted order, and
274
    # the row_num added after import will match up with the CSV's row order.
275
    sql.truncate(db, table)
276
    
277
    # Load the data
278
    def load(): append_csv(db, table, info, stream, use_copy_from)
279
    if use_copy_from: sql.with_savepoint(db, load)
280
    else: load()
281
    
282
    cleanup_table(db, table)
283

    
284
def put(db, table, row, pkey_=None, row_ct_ref=None):
285
    '''Recovers from errors.
286
    Only works under PostgreSQL (uses INSERT RETURNING).
287
    '''
288
    return put_table(db, table, [], row, row_ct_ref)
289

    
290
def get(db, table, row, pkey, row_ct_ref=None, create=False):
291
    '''Recovers from errors'''
292
    try:
293
        return sql.value(sql.select(db, table, [pkey], row, limit=1,
294
            recover=True))
295
    except StopIteration:
296
        if not create: raise
297
        return put(db, table, row, pkey, row_ct_ref) # insert new row
298

    
299
def is_func_result(col):
300
    return col.table.name.find('(') >= 0 and col.name == 'result'
301

    
302
def into_table_name(out_table, in_tables0, mapping, is_func):
303
    def in_col_str(in_col):
304
        in_col = sql_gen.remove_col_rename(in_col)
305
        if isinstance(in_col, sql_gen.Col):
306
            table = in_col.table
307
            if table == in_tables0:
308
                in_col = sql_gen.to_name_only_col(in_col)
309
            elif is_func_result(in_col): in_col = table # omit col name
310
        return strings.ustr(in_col)
311
    
312
    str_ = strings.ustr(out_table)
313
    if is_func:
314
        str_ += '('
315
        
316
        try: value_in_col = mapping['value']
317
        except KeyError:
318
            str_ += ', '.join((strings.ustr(k)+'='+in_col_str(v)
319
                for k, v in mapping.iteritems()))
320
        else: str_ += in_col_str(value_in_col)
321
        
322
        str_ += ')'
323
    else:
324
        out_col = 'rank'
325
        try: in_col = mapping[out_col]
326
        except KeyError: str_ += '_pkeys'
327
        else: # has a rank column, so hierarchical
328
            str_ += '['+strings.ustr(out_col)+'='+in_col_str(in_col)+']'
329
    return str_
330

    
331
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, default=None,
332
    col_defaults={}, on_error=exc.reraise):
333
    '''Recovers from errors.
334
    Only works under PostgreSQL (uses INSERT RETURNING).
335
    IMPORTANT: Must be run at the *beginning* of a transaction.
336
    @param in_tables The main input table to select from, followed by a list of
337
        tables to join with it using the main input table's pkey
338
    @param mapping dict(out_table_col=in_table_col, ...)
339
        * out_table_col: str (*not* sql_gen.Col)
340
        * in_table_col: sql_gen.Col|literal-value
341
    @param default The *output* column to use as the pkey for missing rows.
342
        If this output column does not exist in the mapping, uses None.
343
    @param col_defaults Default values for required columns.
344
    @return sql_gen.Col Where the output pkeys are made available
345
    '''
346
    import psycopg2.extensions
347
    
348
    out_table = sql_gen.as_Table(out_table)
349
    
350
    def log_debug(msg): db.log_debug(msg, level=1.5)
351
    def col_ustr(str_):
352
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
353
    
354
    log_debug('********** New iteration **********')
355
    log_debug('Inserting these input columns into '+strings.as_tt(
356
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
357
    
358
    is_function = sql.function_exists(db, out_table)
359
    
360
    # Warn if inserting empty table rows
361
    if not mapping and not is_function: # functions with no args OK
362
        warnings.warn(UserWarning('Inserting empty table row(s)'))
363
    
364
    if is_function: out_pkey = 'result'
365
    else: out_pkey = sql.pkey(db, out_table, recover=True)
366
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
367
    
368
    in_tables_ = in_tables[:] # don't modify input!
369
    try: in_tables0 = in_tables_.pop(0) # first table is separate
370
    except IndexError: in_tables0 = None
371
    else:
372
        in_pkey = sql.pkey(db, in_tables0, recover=True)
373
        in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
374
    
375
    # Determine if can use optimization for only literal values
376
    is_literals = not reduce(operator.or_, map(sql_gen.is_table_col,
377
        mapping.values()), False)
378
    is_literals_or_function = is_literals or is_function
379
    
380
    if in_tables0 == None: errors_table_ = None
381
    else: errors_table_ = errors_table(db, in_tables0)
382
    
383
    # Create input joins from list of input tables
384
    input_joins = [in_tables0]+[sql_gen.Join(v,
385
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
386
    
387
    if mapping == {} and not is_function: # need >= one column for INSERT SELECT
388
        mapping = {out_pkey: None} # ColDict will replace with default value
389
    
390
    if not is_literals:
391
        into = sql_gen.as_Table(into_table_name(out_table, in_tables0, mapping,
392
            is_function))
393
        # Ensure into's out_pkey is different from in_pkey by prepending table
394
        if is_function: into_out_pkey = out_pkey
395
        else: into_out_pkey = strings.ustr(out_pkey_col)
396
        
397
        # Set column sources
398
        in_cols = filter(sql_gen.is_table_col, mapping.values())
399
        for col in in_cols:
400
            if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
401
        
402
        log_debug('Joining together input tables into temp table')
403
        # Place in new table so don't modify input and for speed
404
        in_table = sql_gen.Table('in')
405
        mapping = dicts.join(mapping, sql.flatten(db, in_table, input_joins,
406
            in_cols, preserve=[in_pkey_col]))
407
        input_joins = [in_table]
408
        db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
409
    
410
    # Wrap mapping in a sql_gen.ColDict.
411
    # sql_gen.ColDict sanitizes both keys and values passed into it.
412
    # Do after applying dicts.join() because that returns a plain dict.
413
    mapping = sql_gen.ColDict(db, out_table, mapping)
414
    
415
    # Resolve default value column
416
    if default != None:
417
        try: default = mapping[default]
418
        except KeyError:
419
            db.log_debug('Default value column '
420
                +strings.as_tt(strings.repr_no_u(default))
421
                +' does not exist in mapping, falling back to None', level=2.1)
422
            default = None
423
    
424
    # Save default values for all rows since in_table may have rows deleted
425
    if is_literals: pass
426
    elif is_function: full_in_table = in_table
427
    else:
428
        full_in_table = sql_gen.suffixed_table(in_table, '_full')
429
        full_in_table_cols = [in_pkey_col]
430
        if default != None:
431
            full_in_table_cols.append(default)
432
            default = sql_gen.with_table(default, full_in_table)
433
        sql.run_query_into(db, sql.mk_select(db, in_table, full_in_table_cols,
434
            order_by=None), 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
    limit_ref = [None]
447
    def mk_main_select(joins, cols):
448
        return sql.mk_select(db, joins, cols, limit=limit_ref[0], order_by=None)
449
    
450
    if is_literals: insert_in_table = None
451
    else:
452
        insert_in_table = in_table
453
        insert_in_tables = [insert_in_table]
454
    join_cols = sql_gen.ColDict(db, out_table)
455
    
456
    exc_strs = set()
457
    def log_exc(e):
458
        e_str = exc.str_(e, first_line_only=True)
459
        log_debug('Caught exception: '+e_str)
460
        if e_str in exc_strs: # avoid infinite loops
461
            log_debug('Exception already seen, handler broken')
462
            on_error(e)
463
            remove_all_rows()
464
        else: exc_strs.add(e_str)
465
    
466
    def remove_all_rows():
467
        log_debug('Ignoring all rows')
468
        limit_ref[0] = 0 # just create an empty pkeys table
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_cols(db, out_table)))
476
            
477
            in_cols = []
478
            cond = sql.map_expr(db, cond, mapping, in_cols)
479
            cond = sql.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 where '+strings.as_tt(not_cond.to_str(db)))
487
            sql.delete(db, insert_in_table, not_cond)
488
    
489
    not_null_cols = set()
490
    def ignore(in_col, value, e):
491
        if sql_gen.is_table_col(in_col):
492
            in_col = sql_gen.with_table(in_col, insert_in_table)
493
            
494
            track_data_error(db, errors_table_, in_col.srcs, value,
495
                e.cause.pgcode, e.cause.pgerror)
496
            
497
            sql.add_index(db, in_col, insert_in_table) # enable fast filtering
498
            if value != None and in_col not in not_null_cols:
499
                log_debug('Replacing invalid value '
500
                    +strings.as_tt(strings.urepr(value))+' with NULL in column '
501
                    +strings.as_tt(in_col.to_str(db)))
502
                sql.update(db, insert_in_table, [(in_col, None)],
503
                    sql_gen.ColValueCond(in_col, value))
504
            else:
505
                log_debug('Ignoring rows with '+strings.as_tt(in_col.to_str(db))
506
                    +' = '+strings.as_tt(strings.urepr(value)))
507
                sql.delete(db, insert_in_table,
508
                    sql_gen.ColValueCond(in_col, value))
509
                if value == None: not_null_cols.add(in_col)
510
        else:
511
            assert isinstance(in_col, sql_gen.NamedCol)
512
            in_value = sql_gen.remove_col_rename(in_col)
513
            assert sql_gen.is_literal(in_value)
514
            if value == in_value.value:
515
                if value != None:
516
                    log_debug('Replacing invalid literal '
517
                        +strings.as_tt(in_col.to_str(db))+' with NULL')
518
                    mapping[in_col.name] = None
519
                else:
520
                    remove_all_rows()
521
            # otherwise, all columns were being ignore()d because the specific
522
            # column couldn't be identified, and this was not the invalid column
523
    
524
    if not is_literals:
525
        def insert_pkeys_table(which):
526
            return sql_gen.Table(sql_gen.concat(in_table.name,
527
                '_insert_'+which+'_pkeys'))
528
        insert_out_pkeys = insert_pkeys_table('out')
529
        insert_in_pkeys = insert_pkeys_table('in')
530
    
531
    def mk_func_call():
532
        args = dict(((k.name, v) for k, v in mapping.iteritems()))
533
        return sql_gen.FunctionCall(out_table, **args), args
534
        
535
    if is_function and not is_literals:
536
        log_debug('Defining wrapper function')
537
        
538
        func_call, args = mk_func_call()
539
        func_call = sql_gen.NamedCol(into_out_pkey, func_call)
540
        
541
        # Create empty pkeys table so its row type can be used
542
        insert_into_pkeys(input_joins, [in_pkey_col, func_call], limit=0,
543
            recover=True)
544
        result_type = db.col_info(sql_gen.Col(into_out_pkey, into)).type
545
        
546
        ## Create error handling wrapper function
547
        
548
        wrapper = db.TempFunction(sql_gen.concat(into.name, '_wrap'))
549
        
550
        select_cols = [in_pkey_col]+args.values()
551
        row_var = copy.copy(sql_gen.row_var)
552
        row_var.set_srcs([in_table])
553
        in_pkey_var = sql_gen.Col(in_pkey, row_var)
554
        
555
        args = dict(((k, sql_gen.with_table(v, row_var))
556
            for k, v in args.iteritems()))
557
        func_call = sql_gen.FunctionCall(out_table, **args)
558
        
559
        def mk_return(result):
560
            return sql_gen.ReturnQuery(sql.mk_select(db,
561
                fields=[in_pkey_var, result], explain=False))
562
        exc_handler = func_wrapper_exception_handler(db,
563
            mk_return(sql_gen.Cast(result_type, None)), args.values(),
564
            errors_table_)
565
        
566
        sql.define_func(db, sql_gen.FunctionDef(wrapper, sql_gen.SetOf(into),
567
            sql_gen.RowExcIgnore(sql_gen.RowType(in_table),
568
                sql.mk_select(db, input_joins, order_by=None),
569
                mk_return(func_call), exc_handler=exc_handler)
570
            ))
571
        wrapper_table = sql_gen.FunctionCall(wrapper)
572
    
573
    # Do inserts and selects
574
    while True:
575
        has_joins = join_cols != {}
576
        
577
        # Handle unrecoverable errors in a special case
578
        if limit_ref[0] == 0:
579
            if is_literals or default == None:
580
                default = sql_gen.remove_col_rename(default)
581
                log_debug('Returning default: '
582
                    +strings.as_tt(strings.urepr(default)))
583
                return default
584
            elif is_function: pass # empty pkeys table already created
585
            else:
586
                log_debug('Creating an empty output pkeys table')
587
                has_joins = False # use the no-joins case
588
                cur = sql.run_query_into(db, sql.mk_select(db, out_table,
589
                    [out_pkey], order_by=None, limit=0), into=insert_out_pkeys)
590
            
591
            break # don't do main case
592
        
593
        # Prepare to insert new rows
594
        if is_function:
595
            log_debug('Calling function on input rows')
596
            if is_literals: func_call, args = mk_func_call()
597
        else:
598
            log_debug('Trying to insert new rows')
599
            insert_args = dict(recover=True, cacheable=False)
600
            if has_joins:
601
                insert_args.update(dict(ignore=True))
602
            else:
603
                insert_args.update(dict(returning=out_pkey))
604
                if not is_literals:
605
                    insert_args.update(dict(into=insert_out_pkeys))
606
            main_select = mk_main_select([insert_in_table], [sql_gen.with_table(
607
                c, insert_in_table) for c in mapping.values()])
608
        
609
        try:
610
            cur = None
611
            if is_function:
612
                if is_literals:
613
                    cur = sql.select(db, fields=[func_call], recover=True,
614
                        cacheable=True)
615
                else: insert_into_pkeys(wrapper_table, recover=True)
616
            else:
617
                cur = sql.insert_select(db, out_table, mapping.keys(),
618
                    main_select, **insert_args)
619
            break # insert successful
620
        except sql.MissingCastException, e:
621
            log_exc(e)
622
            
623
            type_ = e.type
624
            if e.col == None: out_cols = mapping.keys()
625
            else: out_cols = [e.col]
626
            
627
            for out_col in out_cols:
628
                log_debug('Casting '+strings.as_tt(strings.repr_no_u(out_col))
629
                    +' input to '+strings.as_tt(type_))
630
                in_col = mapping[out_col]
631
                while True:
632
                    try:
633
                        mapping[out_col] = cast_temp_col(db, type_, in_col,
634
                            errors_table_)
635
                        break # cast successful
636
                    except sql.InvalidValueException, e:
637
                        log_exc(e)
638
                        
639
                        ignore(in_col, e.value, e)
640
        except sql.DuplicateKeyException, e:
641
            log_exc(e)
642
            
643
            # Different rows violating different unique constraints not
644
            # supported
645
            assert not join_cols
646
            
647
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
648
            log_debug('Ignoring existing rows, comparing on these columns:\n'
649
                +strings.as_inline_table(join_cols, ustr=col_ustr))
650
            
651
            if is_literals:
652
                return sql.value(sql.select(db, out_table, [out_pkey_col],
653
                    join_cols, order_by=None))
654
            
655
            # Uniquify input table to avoid internal duplicate keys
656
            insert_in_table = sql.distinct_table(db, insert_in_table,
657
                join_cols.values())
658
            insert_in_tables.append(insert_in_table)
659
        except sql.NullValueException, e:
660
            log_exc(e)
661
            
662
            out_col, = e.cols
663
            try: in_col = mapping[out_col]
664
            except KeyError, e:
665
                try: in_col = mapping[out_col] = col_defaults[out_col]
666
                except KeyError:
667
                    msg = 'Missing mapping for NOT NULL column '+out_col
668
                    log_debug(msg)
669
                    if default == None: warnings.warn(UserWarning(msg))
670
                        # not an error because sometimes the mappings include
671
                        # extra tables which aren't used by the dataset
672
                    remove_all_rows()
673
            else: ignore(in_col, None, e)
674
        except sql.CheckException, e:
675
            log_exc(e)
676
            
677
            ignore_cond(e.cond, e)
678
        except sql.InvalidValueException, e:
679
            log_exc(e)
680
            
681
            for in_col in mapping.values(): ignore(in_col, e.value, e)
682
        except psycopg2.extensions.TransactionRollbackError, e:
683
            log_exc(e)
684
            # retry
685
        except sql.DatabaseErrors, e:
686
            log_exc(e)
687
            
688
            log_debug('No handler for exception')
689
            on_error(e)
690
            remove_all_rows()
691
        # after exception handled, rerun loop with additional constraints
692
    
693
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
694
        row_ct_ref[0] += cur.rowcount
695
    
696
    if is_literals: return sql.value(cur)
697
    
698
    if is_function: pass # pkeys table already created
699
    elif has_joins:
700
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
701
        log_debug('Getting output table pkeys of existing/inserted rows')
702
        insert_into_pkeys(select_joins, [in_pkey_col,
703
            sql_gen.NamedCol(into_out_pkey, out_pkey_col)])
704
    else:
705
        sql.add_row_num(db, insert_out_pkeys) # for joining with input pkeys
706
        
707
        log_debug('Getting input table pkeys of inserted rows')
708
        # Note that mk_main_select() does not use ORDER BY. Instead, assume that
709
        # since the SELECT query is identical to the one used in INSERT SELECT,
710
        # its rows will be retrieved in the same order.
711
        sql.run_query_into(db, mk_main_select(input_joins, [in_pkey]),
712
            into=insert_in_pkeys)
713
        sql.add_row_num(db, insert_in_pkeys) # for joining with output pkeys
714
        
715
        assert sql.table_row_count(db, insert_out_pkeys) == sql.table_row_count(
716
            db, insert_in_pkeys)
717
        
718
        log_debug('Combining output and input pkeys in inserted order')
719
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
720
            {sql.row_num_col: sql_gen.join_same_not_null})]
721
        in_col = sql_gen.Col(in_pkey, insert_in_pkeys)
722
        out_col = sql_gen.NamedCol(into_out_pkey,
723
            sql_gen.Col(out_pkey, insert_out_pkeys))
724
        insert_into_pkeys(pkey_joins, [in_col, out_col])
725
        
726
        sql.empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
727
    
728
    if limit_ref[0] == 0 or not is_function: # is_function doesn't leave holes
729
        log_debug('Setting pkeys of missing rows to '
730
            +strings.as_tt(strings.urepr(default)))
731
        missing_rows_joins = [full_in_table, sql_gen.Join(into,
732
            {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
733
            # must use join_same_not_null or query will take forever
734
        insert_into_pkeys(missing_rows_joins,
735
            [sql_gen.Col(in_pkey, full_in_table),
736
            sql_gen.NamedCol(into_out_pkey, default)])
737
    # otherwise, there is already an entry for every row
738
    
739
    assert (sql.table_row_count(db, into)
740
        == sql.table_row_count(db, full_in_table))
741
    
742
    sql.empty_temp(db, insert_in_tables+[full_in_table])
743
    
744
    srcs = []
745
    if is_function: srcs = sql_gen.cols_srcs(in_cols)
746
    return sql_gen.Col(into_out_pkey, into, srcs)
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