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# Database import/export
2

    
3
import copy
4
import csv
5
import operator
6
import warnings
7
import sys
8

    
9
import csvs
10
import exc
11
import dicts
12
import sql
13
import sql_gen
14
import streams
15
import strings
16
import util
17

    
18
##### Exceptions
19

    
20
# Can't use built-in SyntaxError because it stringifies to only the first line
21
class SyntaxError(Exception): pass
22

    
23
##### Data cleanup
24

    
25
null_strs = ['', '-', r'\N', 'NULL', 'UNKNOWN', 'nulo']
26

    
27
def cleanup_table(db, table):
28
    table = sql_gen.as_Table(table)
29
    cols = filter(lambda c: sql_gen.is_text_col(db, c),
30
        sql.table_cols(db, table))
31
    try: pkey_col = sql.table_pkey_col(db, table)
32
    except sql.DoesNotExistException: pass
33
    else:
34
        try: cols.remove(pkey_col)
35
        except ValueError: pass
36
    if not cols: return
37
    
38
    db.log_debug('Cleaning up table', level=1.5)
39
    
40
    expr = 'trim(both from %s)'
41
    for null in null_strs: expr = 'nullif('+expr+', '+db.esc_value(null)+')'
42
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db))) for v in cols]
43
    
44
    while True:
45
        try:
46
            sql.update(db, table, changes, in_place=True, recover=True)
47
            break # successful
48
        except sql.NullValueException, e:
49
            db.log_debug('Caught exception: '+exc.str_(e))
50
            col, = e.cols
51
            sql.drop_not_null(db, col)
52
    
53
    db.log_debug('Vacuuming and reanalyzing table', level=1.5)
54
    sql.vacuum(db, table)
55

    
56
##### Error tracking
57

    
58
def track_data_error(db, errors_table, cols, value, error_code, error):
59
    '''
60
    @param errors_table If None, does nothing.
61
    '''
62
    if errors_table == None: return
63
    
64
    col_names = [c.name for c in cols]
65
    if not col_names: col_names = [None] # need at least one entry
66
    for col_name in col_names:
67
        try:
68
            sql.insert(db, errors_table, dict(column=col_name, value=value,
69
                error_code=error_code, error=error), recover=True,
70
                cacheable=True, log_level=4)
71
        except sql.DuplicateKeyException: pass
72

    
73
class ExcToErrorsTable(sql_gen.ExcToWarning):
74
    '''Handles an exception by saving it or converting it to a warning.'''
75
    def __init__(self, return_, srcs, errors_table, value=None):
76
        '''
77
        @param return_ See sql_gen.ExcToWarning
78
        @param srcs The column names for the errors table
79
        @param errors_table None|sql_gen.Table
80
        @param value The value (or an expression for it) that caused the error
81
        @pre The invalid value must be in a local variable "value" of type text.
82
        '''
83
        sql_gen.ExcToWarning.__init__(self, return_)
84
        
85
        value = sql_gen.as_Code(value)
86
        
87
        self.srcs = srcs
88
        self.errors_table = errors_table
89
        self.value = value
90
    
91
    def to_str(self, db):
92
        if not self.srcs or self.errors_table == None:
93
            return sql_gen.ExcToWarning.to_str(self, db)
94
        
95
        errors_table_cols = map(sql_gen.Col,
96
            ['column', 'value', 'error_code', 'error'])
97
        col_names_query = sql.mk_select(db, sql_gen.NamedValues('c', None,
98
            [[c.name] for c in self.srcs]), order_by=None)
99
        insert_query = sql.mk_insert_select(db, self.errors_table,
100
            errors_table_cols,
101
            sql_gen.Values(errors_table_cols).to_str(db))+';\n'
102
        return '''\
103
-- Save error in errors table.
104
DECLARE
105
    error_code text := SQLSTATE;
106
    error text := SQLERRM;
107
    value text := '''+self.value.to_str(db)+''';
108
    "column" text;
109
BEGIN
110
    -- Insert the value and error for *each* source column.
111
'''+strings.indent(sql_gen.RowExcIgnore(None, col_names_query, insert_query,
112
    row_var=errors_table_cols[0]).to_str(db))+'''
113
END;
114

    
115
'''+self.return_.to_str(db)
116

    
117
def data_exception_handler(*args, **kw_args):
118
    '''Handles a data_exception by saving it or converting it to a warning.
119
    For params, see ExcToErrorsTable().
120
    '''
121
    return sql_gen.data_exception_handler(ExcToErrorsTable(*args, **kw_args))
122

    
123
def cast(db, type_, col, errors_table=None):
124
    '''Casts an (unrenamed) column or value.
125
    If errors_table set and col has srcs, saves errors in errors_table (using
126
    col's srcs attr as source columns). Otherwise, converts errors to warnings.
127
    @param col str|sql_gen.Col|sql_gen.Literal
128
    @param errors_table None|sql_gen.Table|str
129
    '''
130
    col = sql_gen.as_Col(col)
131
    
132
    # Don't convert exceptions to warnings for user-supplied constants
133
    if isinstance(col, sql_gen.Literal): return sql_gen.Cast(type_, col)
134
    
135
    assert not isinstance(col, sql_gen.NamedCol)
136
    
137
    function_name = strings.first_word(type_)
138
    srcs = col.srcs
139
    save_errors = errors_table != None and srcs
140
    if save_errors: # function will be unique for the given srcs
141
        function_name = strings.ustr(sql_gen.FunctionCall(function_name,
142
            *map(sql_gen.to_name_only_col, srcs)))
143
    function = db.TempFunction(function_name)
144
    
145
    # Create function definition
146
    modifiers = 'STRICT'
147
    if not save_errors: modifiers = 'IMMUTABLE '+modifiers
148
    value_param = sql_gen.FunctionParam('value', 'anyelement')
149
    handler = data_exception_handler('RETURN NULL;\n', srcs, errors_table,
150
        value_param.name)
151
    body = sql_gen.CustomCode(handler.to_str(db, '''\
152
/* The explicit cast to the return type is needed to make the cast happen
153
inside the try block. (Implicit casts to the return type happen at the end
154
of the function, outside any block.) */
155
RETURN '''+sql_gen.Cast(type_, sql_gen.CustomCode('value')).to_str(db)+''';
156
'''))
157
    body.lang='plpgsql'
158
    sql.define_func(db, sql_gen.FunctionDef(function, type_, body,
159
        [value_param], modifiers))
160
    
161
    return sql_gen.FunctionCall(function, col)
162

    
163
def func_wrapper_exception_handler(db, return_, args, errors_table):
164
    '''Handles a function call's data_exceptions.
165
    Supports PL/Python functions.
166
    @param return_ See data_exception_handler()
167
    @param args [arg...] Function call's args
168
    @param errors_table See data_exception_handler()
169
    '''
170
    args = filter(sql_gen.has_srcs, args)
171
    
172
    srcs = sql_gen.cross_join_srcs(args)
173
    value = sql_gen.merge_not_null(db, ',', args)
174
    return sql_gen.NestedExcHandler(
175
        data_exception_handler(return_, srcs, errors_table, value)
176
        , sql_gen.plpythonu_error_handler
177
        )
178

    
179
def cast_temp_col(db, type_, col, errors_table=None):
180
    '''Like cast(), but creates a new column with the cast values if the input
181
    is a column.
182
    @return The new column or cast value
183
    '''
184
    def cast_(col): return cast(db, type_, col, errors_table)
185
    
186
    try: col = sql_gen.underlying_col(col)
187
    except sql_gen.NoUnderlyingTableException: return sql_gen.wrap(cast_, col)
188
    
189
    table = col.table
190
    new_col = sql_gen.suffixed_col(col, '::'+strings.first_word(type_))
191
    expr = cast_(col)
192
    
193
    # Add column
194
    new_typed_col = sql_gen.TypedCol(new_col.name, type_)
195
    sql.add_col(db, table, new_typed_col, comment=strings.urepr(col)+'::'+type_)
196
    new_col.name = new_typed_col.name # propagate any renaming
197
    
198
    sql.update(db, table, [(new_col, expr)], in_place=True, recover=True)
199
    
200
    return new_col
201

    
202
def errors_table(db, table, if_exists=True):
203
    '''
204
    @param if_exists If set, returns None if the errors table doesn't exist
205
    @return None|sql_gen.Table
206
    '''
207
    table = sql_gen.as_Table(table)
208
    if table.srcs != (): table = table.srcs[0]
209
    
210
    errors_table = sql_gen.suffixed_table(table, '.errors')
211
    if if_exists and not sql.table_exists(db, errors_table): return None
212
    return errors_table
213

    
214
def mk_errors_table(db, table):
215
    errors_table_ = errors_table(db, table, if_exists=False)
216
    if sql.table_exists(db, errors_table_, cacheable=False): return
217
    
218
    typed_cols = [
219
        sql_gen.TypedCol('column', 'text'),
220
        sql_gen.TypedCol('value', 'text'),
221
        sql_gen.TypedCol('error_code', 'character varying(5)', nullable=False),
222
        sql_gen.TypedCol('error', 'text', nullable=False),
223
        ]
224
    sql.create_table(db, errors_table_, typed_cols, has_pkey=False)
225
    index_cols = ['column', 'value', 'error_code', 'error']
226
    sql.add_index(db, index_cols, errors_table_, unique=True)
227

    
228
##### Import
229

    
230
row_num_col_def = copy.copy(sql.row_num_col_def)
231
row_num_col_def.name = 'row_num'
232
row_num_col_def.type = 'integer'
233

    
234
def append_csv(db, table, reader, header):
235
    assert sql.table_col_names(db, table) == header
236
    
237
    def log(msg, level=1): db.log_debug(msg, level)
238
    
239
    # Wrap in standardizing stream
240
    cols_ct = len(header)
241
    stream = csvs.InputRewriter(streams.ProgressInputStream(csvs.StreamFilter(
242
        csvs.ColCtFilter(reader, cols_ct)), sys.stderr, msg='Read %d row(s)',
243
        n=1000))
244
    dialect = stream.dialect # use default dialect
245
    
246
    # Create COPY FROM statement
247
    copy_from = ('COPY '+table.to_str(db)+' FROM STDIN DELIMITER '
248
        +db.esc_value(dialect.delimiter)+' NULL '+db.esc_value(''))
249
    assert not csvs.is_tsv(dialect)
250
    copy_from += ' CSV'
251
    if dialect.quoting != csv.QUOTE_NONE:
252
        quote_str = db.esc_value(dialect.quotechar)
253
        copy_from += ' QUOTE '+quote_str
254
        if dialect.doublequote: copy_from += ' ESCAPE '+quote_str
255
    copy_from += ';\n'
256
    
257
    log(copy_from, level=2)
258
    try: db.db.cursor().copy_expert(copy_from, stream)
259
    except Exception, e: sql.parse_exception(db, e, recover=True)
260

    
261
def import_csv(db, table, reader, header):
262
    def log(msg, level=1): db.log_debug(msg, level)
263
    
264
    # Get format info
265
    col_names = map(strings.to_unicode, header)
266
    for i, col in enumerate(col_names): # replace empty column names
267
        if col == '': col_names[i] = 'column_'+str(i)
268
    
269
    # Select schema and escape names
270
    def esc_name(name): return db.esc_name(name)
271
    
272
    typed_cols = [sql_gen.TypedCol(v, 'text') for v in col_names]
273
    typed_cols.insert(0, row_num_col_def)
274
    header.insert(0, row_num_col_def.name)
275
    reader = csvs.RowNumFilter(reader)
276
    
277
    log('Creating table')
278
    # Note that this is not rolled back if the import fails. Instead, it is
279
    # cached, and will not be re-run if the import is retried.
280
    sql.create_table(db, table, typed_cols, has_pkey=False, col_indexes=False)
281
    
282
    # Free memory used by deleted (rolled back) rows from any failed import.
283
    # This MUST be run so that the rows will be stored in inserted order, and
284
    # the row_num added after import will match up with the CSV's row order.
285
    sql.truncate(db, table)
286
    
287
    # Load the data
288
    def load(): append_csv(db, table, reader, header)
289
    sql.with_savepoint(db, load)
290
    
291
    cleanup_table(db, table)
292

    
293
def put(db, table, row, pkey_=None, row_ct_ref=None, on_error=exc.reraise):
294
    '''Recovers from errors.
295
    Only works under PostgreSQL (uses INSERT RETURNING).
296
    '''
297
    return put_table(db, table, [], row, row_ct_ref, on_error=on_error)
298

    
299
def get(db, table, row, pkey, row_ct_ref=None, create=False):
300
    '''Recovers from errors'''
301
    try:
302
        return sql.value(sql.select(db, table, [pkey], row, limit=1,
303
            recover=True))
304
    except StopIteration:
305
        if not create: raise
306
        return put(db, table, row, pkey, row_ct_ref) # insert new row
307

    
308
def is_func_result(col):
309
    return col.table.name.find('(') >= 0 and col.name == 'result'
310

    
311
def into_table_name(out_table, in_tables0, mapping, is_func):
312
    def in_col_str(in_col):
313
        in_col = sql_gen.remove_col_rename(in_col)
314
        if isinstance(in_col, sql_gen.Col):
315
            table = in_col.table
316
            if table == in_tables0:
317
                in_col = sql_gen.to_name_only_col(in_col)
318
            elif is_func_result(in_col): in_col = table # omit col name
319
        return strings.ustr(in_col)
320
    
321
    str_ = strings.ustr(out_table)
322
    if is_func:
323
        str_ += '('
324
        
325
        try: value_in_col = mapping['value']
326
        except KeyError:
327
            str_ += ', '.join((strings.ustr(k)+'='+in_col_str(v)
328
                for k, v in mapping.iteritems()))
329
        else: str_ += in_col_str(value_in_col)
330
        
331
        str_ += ')'
332
    else:
333
        out_col = 'rank'
334
        try: in_col = mapping[out_col]
335
        except KeyError: str_ += '_pkeys'
336
        else: # has a rank column, so hierarchical
337
            str_ += '['+strings.ustr(out_col)+'='+in_col_str(in_col)+']'
338
    return str_
339

    
340
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, default=None,
341
    col_defaults={}, on_error=exc.reraise):
342
    '''Recovers from errors.
343
    Only works under PostgreSQL (uses INSERT RETURNING).
344
    
345
    Warning: This function's insert/if not exists get algorithm does not support
346
    database triggers that populate fields covered by a unique constraint. Such
347
    fields must be populated by the mappings instead. (Other fields are not
348
    affected by this restriction on triggers.)
349
    @param in_tables The main input table to select from, followed by a list of
350
        tables to join with it using the main input table's pkey
351
    @param mapping dict(out_table_col=in_table_col, ...)
352
        * out_table_col: str (*not* sql_gen.Col)
353
        * in_table_col: sql_gen.Col|literal-value
354
    @param default The *output* column to use as the pkey for missing rows.
355
        If this output column does not exist in the mapping, uses None.
356
    @param col_defaults Default values for required columns.
357
    @return sql_gen.Col Where the output pkeys are made available
358
    '''
359
    import psycopg2.extensions
360
    
361
    # Special handling for functions with hstore params
362
    if out_table == '_map':
363
        import psycopg2.extras
364
        psycopg2.extras.register_hstore(db.db)
365
        
366
        # Parse args
367
        try: value = mapping.pop('value')
368
        except KeyError: return None # value required
369
        
370
        mapping = dict([(k, sql_gen.get_value(v))
371
            for k, v in mapping.iteritems()]) # unwrap literal value
372
        mapping = dict(map=mapping, value=value) # non-value params -> hstore
373
    
374
    out_table = sql_gen.as_Table(out_table)
375
    
376
    def log_debug(msg): db.log_debug(msg, level=1.5)
377
    def col_ustr(str_):
378
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
379
    
380
    log_debug('********** New iteration **********')
381
    log_debug('Inserting these input columns into '+strings.as_tt(
382
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
383
    
384
    is_function = sql.function_exists(db, out_table)
385
    
386
    if is_function: row_ct_ref = None # only track inserted rows
387
    
388
    # Warn if inserting empty table rows
389
    if not mapping and not is_function: # functions with no args OK
390
        warnings.warn(UserWarning('Inserting empty table row(s)'))
391
    
392
    if is_function: out_pkey = 'result'
393
    else: out_pkey = sql.pkey_name(db, out_table, recover=True)
394
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
395
    
396
    in_tables_ = copy.copy(in_tables) # don't modify input!
397
    try: in_tables0 = in_tables_.pop(0) # first table is separate
398
    except IndexError: in_tables0 = None
399
    else:
400
        in_pkey = sql.pkey_name(db, in_tables0, recover=True)
401
        in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
402
    
403
    # Determine if can use optimization for only literal values
404
    is_literals = not reduce(operator.or_, map(sql_gen.is_table_col,
405
        mapping.values()), False)
406
    is_literals_or_function = is_literals or is_function
407
    
408
    if in_tables0 == None: errors_table_ = None
409
    else: errors_table_ = errors_table(db, in_tables0)
410
    
411
    # Create input joins from list of input tables
412
    input_joins = [in_tables0]+[sql_gen.Join(v,
413
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
414
    
415
    orig_mapping = mapping.copy()
416
    if mapping == {} and not is_function: # need >= one column for INSERT SELECT
417
        mapping = {out_pkey: None} # ColDict will replace with default value
418
    
419
    if not is_literals:
420
        into = sql_gen.as_Table(into_table_name(out_table, in_tables0, mapping,
421
            is_function))
422
        # Ensure into's out_pkey is different from in_pkey by prepending "out."
423
        if is_function: into_out_pkey = out_pkey
424
        else: into_out_pkey = 'out.'+out_pkey
425
        
426
        # Set column sources
427
        in_cols = filter(sql_gen.is_table_col, mapping.values())
428
        for col in in_cols:
429
            if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
430
        
431
        log_debug('Joining together input tables into temp table')
432
        # Place in new table so don't modify input and for speed
433
        in_table = sql_gen.Table('in')
434
        mapping = dicts.join(mapping, sql.flatten(db, in_table, input_joins,
435
            in_cols, preserve=[in_pkey_col]))
436
        input_joins = [in_table]
437
        db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
438
    
439
    # Wrap mapping in a sql_gen.ColDict.
440
    # sql_gen.ColDict sanitizes both keys and values passed into it.
441
    # Do after applying dicts.join() because that returns a plain dict.
442
    mapping = sql_gen.ColDict(db, out_table, mapping)
443
    
444
    # Save all rows since in_table may have rows deleted
445
    if is_literals: pass
446
    elif is_function: full_in_table = in_table
447
    else:
448
        full_in_table = sql_gen.suffixed_table(in_table, '_full')
449
        sql.copy_table(db, in_table, full_in_table)
450
    
451
    pkeys_table_exists_ref = [False]
452
    def insert_into_pkeys(query, **kw_args):
453
        if pkeys_table_exists_ref[0]:
454
            sql.insert_select(db, into, [in_pkey, into_out_pkey], query,
455
                **kw_args)
456
        else:
457
            kw_args.setdefault('add_pkey_', True)
458
            
459
            sql.run_query_into(db, query, into=into, **kw_args)
460
            pkeys_table_exists_ref[0] = True
461
    
462
    def mk_main_select(joins, cols): return sql.mk_select(db, joins, cols)
463
    
464
    if is_literals: insert_in_table = None
465
    else:
466
        insert_in_table = in_table
467
        insert_in_tables = [insert_in_table]
468
    join_cols = sql_gen.ColDict(db, out_table)
469
    
470
    exc_strs = set()
471
    def log_exc(e):
472
        e_str = exc.str_(e, first_line_only=True)
473
        log_debug('Caught exception: '+e_str)
474
        if e_str in exc_strs: # avoid infinite loops
475
            log_debug('Exception already seen, handler broken')
476
            on_error(e)
477
            remove_all_rows()
478
            return False
479
        else: exc_strs.add(e_str)
480
        return True
481
    
482
    ignore_all_ref = [False]
483
    def remove_all_rows():
484
        log_debug('Ignoring all rows')
485
        ignore_all_ref[0] = True # just return the default value column
486
    
487
    def handle_unknown_exc(e):
488
        log_debug('No handler for exception')
489
        on_error(e)
490
        remove_all_rows()
491
    
492
    def ensure_cond(cond, e, passed=False, failed=False):
493
        if is_literals: # we know the constraint was applied exactly once
494
            if passed: pass
495
            elif failed: remove_all_rows()
496
            else: raise NotImplementedError()
497
        else:
498
            if not is_function:
499
                out_table_cols = sql_gen.ColDict(db, out_table)
500
                out_table_cols.update(util.dict_subset_right_join({},
501
                    sql.table_col_names(db, out_table)))
502
            
503
            in_cols = []
504
            cond = strings.ustr(cond)
505
            orig_cond = cond
506
            cond = sql_gen.map_expr(db, cond, mapping, in_cols)
507
            if not is_function:
508
                cond = sql_gen.map_expr(db, cond, out_table_cols)
509
            
510
            log_debug('Ignoring rows that do not satisfy '+strings.as_tt(cond))
511
            cur = None
512
            if cond == sql_gen.false_expr:
513
                assert failed
514
                remove_all_rows()
515
            elif cond == sql_gen.true_expr: assert passed
516
            else:
517
                while True:
518
                    not_cond = sql_gen.NotCond(sql_gen.CustomCode(cond))
519
                    try:
520
                        cur = sql.delete(db, insert_in_table, not_cond)
521
                        break
522
                    except sql.DoesNotExistException, e:
523
                        if e.type != 'column': raise
524
                        
525
                        last_cond = cond
526
                        cond = sql_gen.map_expr(db, cond, {e.name: None})
527
                        if cond == last_cond: raise # not fixable
528
            
529
            # If any rows failed cond
530
            if failed or cur != None and cur.rowcount > 0:
531
                track_data_error(db, errors_table_,
532
                    sql_gen.cross_join_srcs(in_cols), None, e.cause.pgcode,
533
                    strings.ensure_newl(strings.ustr(e.cause.pgerror))
534
                    +'condition: '+orig_cond+'\ntranslated condition: '+cond)
535
    
536
    not_null_cols = set()
537
    def ignore(in_col, value, e):
538
        if sql_gen.is_table_col(in_col):
539
            in_col = sql_gen.with_table(in_col, insert_in_table)
540
            
541
            track_data_error(db, errors_table_, in_col.srcs, value,
542
                e.cause.pgcode, e.cause.pgerror)
543
            
544
            sql.add_index(db, in_col, insert_in_table) # enable fast filtering
545
            if value != None and in_col not in not_null_cols:
546
                log_debug('Replacing invalid value '
547
                    +strings.as_tt(strings.urepr(value))+' with NULL in column '
548
                    +strings.as_tt(in_col.to_str(db)))
549
                sql.update(db, insert_in_table, [(in_col, None)],
550
                    sql_gen.ColValueCond(in_col, value))
551
            else:
552
                log_debug('Ignoring rows with '+strings.as_tt(in_col.to_str(db))
553
                    +' = '+strings.as_tt(strings.urepr(value)))
554
                sql.delete(db, insert_in_table,
555
                    sql_gen.ColValueCond(in_col, value))
556
                if value == None: not_null_cols.add(in_col)
557
        else:
558
            assert isinstance(in_col, sql_gen.NamedCol)
559
            in_value = sql_gen.remove_col_rename(in_col)
560
            assert sql_gen.is_literal(in_value)
561
            if value == in_value.value:
562
                if value != None:
563
                    log_debug('Replacing invalid literal '
564
                        +strings.as_tt(in_col.to_str(db))+' with NULL')
565
                    mapping[in_col.name] = None
566
                else:
567
                    remove_all_rows()
568
            # otherwise, all columns were being ignore()d because the specific
569
            # column couldn't be identified, and this was not the invalid column
570
    
571
    if not is_literals:
572
        def insert_pkeys_table(which):
573
            return sql_gen.Table(sql_gen.concat(in_table.name,
574
                '_insert_'+which+'_pkeys'))
575
        insert_out_pkeys = insert_pkeys_table('out')
576
        insert_in_pkeys = insert_pkeys_table('in')
577
    
578
    def mk_func_call():
579
        args = dict(((k.name, v) for k, v in mapping.iteritems()))
580
        return sql_gen.FunctionCall(out_table, **args), args
581
    
582
    missing_msg = None
583
    
584
    # Do inserts and selects
585
    while True:
586
        has_joins = join_cols != {}
587
        
588
        if ignore_all_ref[0]: break # unrecoverable error, so don't do main case
589
        
590
        # Prepare to insert new rows
591
        if is_function:
592
            if is_literals:
593
                log_debug('Calling function')
594
                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:
614
                    log_debug('Defining wrapper function')
615
                    
616
                    func_call, args = mk_func_call()
617
                    func_call = sql_gen.NamedCol(into_out_pkey, func_call)
618
                    
619
                    # Create empty pkeys table so its row type can be used
620
                    insert_into_pkeys(sql.mk_select(db, input_joins,
621
                        [in_pkey_col, func_call], limit=0), add_pkey_=False,
622
                        recover=True)
623
                    result_type = db.col_info(sql_gen.Col(into_out_pkey,
624
                        into)).type
625
                    
626
                    ## Create error handling wrapper function
627
                    
628
                    wrapper = db.TempFunction(sql_gen.concat(into.name,
629
                        '_wrap'))
630
                    
631
                    select_cols = [in_pkey_col]+args.values()
632
                    row_var = copy.copy(sql_gen.row_var)
633
                    row_var.set_srcs([in_table])
634
                    in_pkey_var = sql_gen.Col(in_pkey, row_var)
635
                    
636
                    args = dict(((k, sql_gen.with_table(v, row_var))
637
                        for k, v in args.iteritems()))
638
                    func_call = sql_gen.FunctionCall(out_table, **args)
639
                    
640
                    def mk_return(result):
641
                        return sql_gen.ReturnQuery(sql.mk_select(db,
642
                            fields=[in_pkey_var, result], explain=False))
643
                    exc_handler = func_wrapper_exception_handler(db,
644
                        mk_return(sql_gen.Cast(result_type, None)),
645
                        args.values(), errors_table_)
646
                    
647
                    sql.define_func(db, sql_gen.FunctionDef(wrapper,
648
                        sql_gen.SetOf(into),
649
                        sql_gen.RowExcIgnore(sql_gen.RowType(in_table),
650
                            sql.mk_select(db, input_joins),
651
                            mk_return(func_call), exc_handler=exc_handler)
652
                        ))
653
                    wrapper_table = sql_gen.FunctionCall(wrapper)
654
                    
655
                    log_debug('Calling function')
656
                    insert_into_pkeys(sql.mk_select(db, wrapper_table,
657
                        order_by=None), recover=True, cacheable=False)
658
                    sql.add_pkey_or_index(db, into, warn=True)
659
            else:
660
                cur = sql.insert_select(db, out_table, mapping.keys(),
661
                    main_select, **insert_args)
662
            break # insert successful
663
        except sql.MissingCastException, e:
664
            if not log_exc(e): break
665
            
666
            type_ = e.type
667
            if e.col == None: out_cols = mapping.keys()
668
            else: out_cols = [e.col]
669
            
670
            for out_col in out_cols:
671
                log_debug('Casting '+strings.as_tt(strings.repr_no_u(out_col))
672
                    +' input to '+strings.as_tt(type_))
673
                in_col = mapping[out_col]
674
                while True:
675
                    try:
676
                        mapping[out_col] = cast_temp_col(db, type_, in_col,
677
                            errors_table_)
678
                        break # cast successful
679
                    except sql.InvalidValueException, e:
680
                        if not log_exc(e): break
681
                        
682
                        ignore(in_col, e.value, e)
683
        except sql.DuplicateKeyException, e:
684
            if not log_exc(e): break
685
            
686
            # Different rows violating different unique constraints not
687
            # supported
688
            assert not join_cols
689
            
690
            if e.cond != None: ensure_cond(e.cond, e, passed=True)
691
            
692
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
693
            log_debug('Ignoring existing rows, comparing on these columns:\n'
694
                +strings.as_inline_table(join_cols, ustr=col_ustr))
695
            
696
            if is_literals:
697
                return sql.value(sql.select(db, out_table, [out_pkey_col],
698
                    join_cols, order_by=None))
699
            
700
            # Uniquify and filter input table to avoid (most) duplicate keys
701
            # (Additional duplicates may be added concurrently and will be
702
            # filtered out separately upon insert.)
703
            insert_in_table = sql.distinct_table(db, insert_in_table,
704
                join_cols.values(), [insert_in_table,
705
                sql_gen.Join(out_table, join_cols, sql_gen.filter_out)])
706
            insert_in_tables.append(insert_in_table)
707
        except sql.NullValueException, e:
708
            if not log_exc(e): break
709
            
710
            out_col, = e.cols
711
            try: in_col = mapping[out_col]
712
            except KeyError, e:
713
                try: in_col = mapping[out_col] = col_defaults[out_col]
714
                except KeyError:
715
                    missing_msg = 'Missing mapping for NOT NULL column '+out_col
716
                    log_debug(missing_msg)
717
                    remove_all_rows()
718
            else: ignore(in_col, None, e)
719
        except sql.CheckException, e:
720
            if not log_exc(e): break
721
            
722
            ensure_cond(e.cond, e, failed=True)
723
        except sql.InvalidValueException, e:
724
            if not log_exc(e): break
725
            
726
            for in_col in mapping.values(): ignore(in_col, e.value, e)
727
        except psycopg2.extensions.TransactionRollbackError, e:
728
            if not log_exc(e): break
729
            # retry
730
        except sql.DatabaseErrors, e:
731
            if not log_exc(e): break
732
            
733
            handle_unknown_exc(e)
734
        # after exception handled, rerun loop with additional constraints
735
    
736
    # Resolve default value column
737
    if default != None:
738
        if ignore_all_ref[0]: mapping.update(orig_mapping) # use input cols
739
        try: default = mapping[default]
740
        except KeyError:
741
            db.log_debug('Default value column '
742
                +strings.as_tt(strings.repr_no_u(default))
743
                +' does not exist in mapping, falling back to None', level=2.1)
744
            default = None
745
        else: default = sql_gen.remove_col_rename(default)
746
    
747
    if missing_msg != None and default == None:
748
        warnings.warn(UserWarning(missing_msg))
749
        # not an error because sometimes the mappings include
750
        # extra tables which aren't used by the dataset
751
    
752
    # Handle unrecoverable errors
753
    if ignore_all_ref[0]:
754
        log_debug('Returning default: '+strings.as_tt(strings.urepr(default)))
755
        return default
756
    
757
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
758
        row_ct_ref[0] += cur.rowcount
759
    
760
    if is_literals: return sql.value(cur)
761
    
762
    if is_function: pass # pkeys table already created
763
    elif has_joins:
764
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
765
        log_debug('Getting output table pkeys of existing/inserted rows')
766
        insert_into_pkeys(sql.mk_select(db, select_joins, [in_pkey_col,
767
            sql_gen.NamedCol(into_out_pkey, out_pkey_col)], order_by=None))
768
    else:
769
        sql.add_row_num(db, insert_out_pkeys) # for joining with input pkeys
770
        
771
        log_debug('Getting input table pkeys of inserted rows')
772
        # Note that mk_main_select() does not use ORDER BY. Instead, assume that
773
        # since the SELECT query is identical to the one used in INSERT SELECT,
774
        # its rows will be retrieved in the same order.
775
        sql.run_query_into(db, mk_main_select(input_joins, [in_pkey]),
776
            into=insert_in_pkeys)
777
        sql.add_row_num(db, insert_in_pkeys) # for joining with output pkeys
778
        
779
        assert sql.table_row_count(db, insert_out_pkeys) == sql.table_row_count(
780
            db, insert_in_pkeys)
781
        
782
        log_debug('Combining output and input pkeys in inserted order')
783
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
784
            {sql.row_num_col: sql_gen.join_same_not_null})]
785
        in_col = sql_gen.Col(in_pkey, insert_in_pkeys)
786
        out_col = sql_gen.NamedCol(into_out_pkey,
787
            sql_gen.Col(out_pkey, insert_out_pkeys))
788
        insert_into_pkeys(sql.mk_select(db, pkey_joins, [in_col, out_col],
789
            order_by=None))
790
        
791
        sql.empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
792
    
793
    if not is_function: # is_function doesn't leave holes
794
        log_debug('Setting pkeys of missing rows to '
795
            +strings.as_tt(strings.urepr(default)))
796
        
797
        full_in_pkey_col = sql_gen.Col(in_pkey, full_in_table)
798
        if sql_gen.is_table_col(default):
799
            default = sql_gen.with_table(default, full_in_table)
800
        missing_rows_joins = [full_in_table, sql_gen.Join(into,
801
            {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
802
            # must use join_same_not_null or query will take forever
803
        
804
        insert_args = dict(order_by=None)
805
        if not sql.table_has_pkey(db, full_in_table): # in_table has duplicates
806
            insert_args.update(dict(distinct_on=[full_in_pkey_col]))
807
        
808
        insert_into_pkeys(sql.mk_select(db, missing_rows_joins,
809
            [full_in_pkey_col, sql_gen.NamedCol(into_out_pkey, default)],
810
            **insert_args))
811
    # otherwise, there is already an entry for every row
812
    
813
    sql.empty_temp(db, insert_in_tables+[full_in_table])
814
    
815
    srcs = []
816
    if is_function: srcs = sql_gen.cols_srcs(in_cols)
817
    return sql_gen.Col(into_out_pkey, into, srcs)
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