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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
def table_nulls_mapped__set(db, table):
26
    assert isinstance(table, sql_gen.Table)
27
    sql.run_query(db, 'SELECT util.table_nulls_mapped__set('
28
        +sql_gen.table2regclass_text(db, table)+')')
29

    
30
def table_nulls_mapped__get(db, table):
31
    assert isinstance(table, sql_gen.Table)
32
    return sql.value(sql.run_query(db, 'SELECT util.table_nulls_mapped__get('
33
        +sql_gen.table2regclass_text(db, table)+')'))
34

    
35
null_strs = ['', '-', r'\N', 'NULL', 'UNKNOWN', 'nulo']
36

    
37
def cleanup_table(db, table):
38
    '''idempotent'''
39
    table = sql_gen.as_Table(table)
40
    assert sql.table_exists(db, table)
41
    
42
    if table_nulls_mapped__get(db, table): return # already cleaned up
43
    
44
    cols = filter(lambda c: sql_gen.is_text_col(db, c),
45
        sql.table_cols(db, table))
46
    try: pkey_col = sql.table_pkey_col(db, table)
47
    except sql.DoesNotExistException: pass
48
    else:
49
        try: cols.remove(pkey_col)
50
        except ValueError: pass
51
    if not cols: return
52
    
53
    db.log_debug('Cleaning up table', level=1.5)
54
    
55
    expr = 'trim(both from %s)'
56
    for null in null_strs: expr = 'nullif('+expr+', '+db.esc_value(null)+')'
57
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db))) for v in cols]
58
    
59
    while True:
60
        try:
61
            sql.update(db, table, changes, in_place=True, recover=True)
62
            break # successful
63
        except sql.NullValueException, e:
64
            db.log_debug('Caught exception: '+exc.str_(e))
65
            col, = e.cols
66
            sql.drop_not_null(db, col)
67
    
68
    db.log_debug('Vacuuming and reanalyzing table', level=1.5)
69
    sql.vacuum(db, table)
70
    
71
    table_nulls_mapped__set(db, table)
72

    
73
##### Error tracking
74

    
75
def track_data_error(db, errors_table, cols, value, error_code, error):
76
    '''
77
    @param errors_table If None, does nothing.
78
    '''
79
    if errors_table == None: return
80
    
81
    col_names = [c.name for c in cols]
82
    if not col_names: col_names = [None] # need at least one entry
83
    for col_name in col_names:
84
        try:
85
            sql.insert(db, errors_table, dict(column=col_name, value=value,
86
                error_code=error_code, error=error), recover=True,
87
                cacheable=True, log_level=4)
88
        except sql.DuplicateKeyException: pass
89

    
90
class ExcToErrorsTable(sql_gen.ExcToWarning):
91
    '''Handles an exception by saving it or converting it to a warning.'''
92
    def __init__(self, return_, srcs, errors_table, value=None):
93
        '''
94
        @param return_ See sql_gen.ExcToWarning
95
        @param srcs The column names for the errors table
96
        @param errors_table None|sql_gen.Table
97
        @param value The value (or an expression for it) that caused the error
98
        @pre The invalid value must be in a local variable "value" of type text.
99
        '''
100
        sql_gen.ExcToWarning.__init__(self, return_)
101
        
102
        value = sql_gen.as_Code(value)
103
        
104
        self.srcs = srcs
105
        self.errors_table = errors_table
106
        self.value = value
107
    
108
    def to_str(self, db):
109
        if not self.srcs or self.errors_table == None:
110
            return sql_gen.ExcToWarning.to_str(self, db)
111
        
112
        errors_table_cols = map(sql_gen.Col,
113
            ['column', 'value', 'error_code', 'error'])
114
        col_names_query = sql.mk_select(db, sql_gen.NamedValues('c', None,
115
            [[c.name] for c in self.srcs]), order_by=None)
116
        insert_query = sql.mk_insert_select(db, self.errors_table,
117
            errors_table_cols,
118
            sql_gen.Values(errors_table_cols).to_str(db))+';\n'
119
        return '''\
120
-- Save error in errors table.
121
DECLARE
122
    error_code text := SQLSTATE;
123
    error text := SQLERRM;
124
    value text := '''+self.value.to_str(db)+''';
125
    "column" text;
126
BEGIN
127
    -- Insert the value and error for *each* source column.
128
'''+strings.indent(sql_gen.RowExcIgnore(None, col_names_query, insert_query,
129
    row_var=errors_table_cols[0]).to_str(db))+'''
130
END;
131

    
132
'''+self.return_.to_str(db)
133

    
134
def data_exception_handler(*args, **kw_args):
135
    '''Handles a data_exception by saving it or converting it to a warning.
136
    For params, see ExcToErrorsTable().
137
    '''
138
    return sql_gen.data_exception_handler(ExcToErrorsTable(*args, **kw_args))
139

    
140
def cast(db, type_, col, errors_table=None):
141
    '''Casts an (unrenamed) column or value.
142
    If errors_table set and col has srcs, saves errors in errors_table (using
143
    col's srcs attr as source columns). Otherwise, converts errors to warnings.
144
    @param col str|sql_gen.Col|sql_gen.Literal
145
    @param errors_table None|sql_gen.Table|str
146
    '''
147
    col = sql_gen.as_Col(col)
148
    
149
    # Don't convert exceptions to warnings for user-supplied constants
150
    if isinstance(col, sql_gen.Literal): return sql_gen.Cast(type_, col)
151
    
152
    assert not isinstance(col, sql_gen.NamedCol)
153
    
154
    function_name = strings.first_word(type_)
155
    srcs = col.srcs
156
    save_errors = errors_table != None and srcs
157
    if save_errors: # function will be unique for the given srcs
158
        function_name = strings.ustr(sql_gen.FunctionCall(function_name,
159
            *map(sql_gen.to_name_only_col, srcs)))
160
    function = db.TempFunction(function_name)
161
    
162
    # Create function definition
163
    modifiers = 'STRICT'
164
    if not save_errors: modifiers = 'IMMUTABLE '+modifiers
165
    value_param = sql_gen.FunctionParam('value', 'anyelement')
166
    handler = data_exception_handler('RETURN NULL;\n', srcs, errors_table,
167
        value_param.name)
168
    body = sql_gen.CustomCode(handler.to_str(db, '''\
169
/* The explicit cast to the return type is needed to make the cast happen
170
inside the try block. (Implicit casts to the return type happen at the end
171
of the function, outside any block.) */
172
RETURN '''+sql_gen.Cast(type_, sql_gen.CustomCode('value')).to_str(db)+''';
173
'''))
174
    body.lang='plpgsql'
175
    sql.define_func(db, sql_gen.FunctionDef(function, type_, body,
176
        [value_param], modifiers))
177
    
178
    return sql_gen.FunctionCall(function, col)
179

    
180
def func_wrapper_exception_handler(db, return_, args, errors_table):
181
    '''Handles a function call's data_exceptions.
182
    Supports PL/Python functions.
183
    @param return_ See data_exception_handler()
184
    @param args [arg...] Function call's args
185
    @param errors_table See data_exception_handler()
186
    '''
187
    args = filter(sql_gen.has_srcs, args)
188
    
189
    srcs = sql_gen.cross_join_srcs(args)
190
    value = sql_gen.merge_not_null(db, ',', args)
191
    return sql_gen.NestedExcHandler(
192
        data_exception_handler(return_, srcs, errors_table, value)
193
        , sql_gen.plpythonu_error_handler
194
        )
195

    
196
def cast_temp_col(db, type_, col, errors_table=None):
197
    '''Like cast(), but creates a new column with the cast values if the input
198
    is a column.
199
    @return The new column or cast value
200
    '''
201
    def cast_(col): return cast(db, type_, col, errors_table)
202
    
203
    try: col = sql_gen.underlying_col(col)
204
    except sql_gen.NoUnderlyingTableException: return sql_gen.wrap(cast_, col)
205
    
206
    table = col.table
207
    new_col = sql_gen.suffixed_col(col, '::'+strings.first_word(type_))
208
    expr = cast_(col)
209
    
210
    # Add column
211
    new_typed_col = sql_gen.TypedCol(new_col.name, type_)
212
    sql.add_col(db, table, new_typed_col, comment=strings.urepr(col)+'::'+type_)
213
    new_col.name = new_typed_col.name # propagate any renaming
214
    
215
    sql.update(db, table, [(new_col, expr)], in_place=True, recover=True)
216
    
217
    return new_col
218

    
219
def errors_table(db, table, if_exists=True):
220
    '''
221
    @param if_exists If set, returns None if the errors table doesn't exist
222
    @return None|sql_gen.Table
223
    '''
224
    table = sql_gen.as_Table(table)
225
    if table.srcs != (): table = table.srcs[0]
226
    
227
    errors_table = sql_gen.suffixed_table(table, '.errors')
228
    if if_exists and not sql.table_exists(db, errors_table): return None
229
    return errors_table
230

    
231
def mk_errors_table(db, table):
232
    errors_table_ = errors_table(db, table, if_exists=False)
233
    if sql.table_exists(db, errors_table_, cacheable=False): return
234
    
235
    typed_cols = [
236
        sql_gen.TypedCol('column', 'text'),
237
        sql_gen.TypedCol('value', 'text'),
238
        sql_gen.TypedCol('error_code', 'character varying(5)', nullable=False),
239
        sql_gen.TypedCol('error', 'text', nullable=False),
240
        ]
241
    sql.create_table(db, errors_table_, typed_cols, has_pkey=False)
242
    index_cols = ['column', sql_gen.CustomCode('md5(value)'), 'error_code',
243
        sql_gen.CustomCode('md5(error)')]
244
    sql.add_index(db, index_cols, errors_table_, unique=True)
245

    
246
##### Import
247

    
248
row_num_col_def = copy.copy(sql.row_num_col_def)
249
row_num_col_def.name = 'row_num'
250
row_num_col_def.type = 'integer'
251

    
252
def append_csv(db, table, reader, header):
253
    def esc_name_(name): return sql.esc_name(db, name)
254
    
255
    def log(msg, level=1): db.log_debug(msg, level)
256
    
257
    # Wrap in standardizing stream
258
    cols_ct = len(header)
259
    stream = csvs.InputRewriter(streams.ProgressInputStream(csvs.StreamFilter(
260
        csvs.ColCtFilter(reader, cols_ct)), sys.stderr, msg='Read %d row(s)',
261
        n=1000))
262
    dialect = stream.dialect # use default dialect
263
    
264
    # Create COPY FROM statement
265
    if header == sql.table_col_names(db, table): cols_str = ''
266
    else: cols_str =' ('+(', '.join(map(esc_name_, header)))+')'
267
    copy_from = ('COPY '+table.to_str(db)+cols_str+' FROM STDIN DELIMITER '
268
        +db.esc_value(dialect.delimiter)+' NULL '+db.esc_value(''))
269
    assert not csvs.is_tsv(dialect)
270
    copy_from += ' CSV'
271
    if dialect.quoting != csv.QUOTE_NONE:
272
        quote_str = db.esc_value(dialect.quotechar)
273
        copy_from += ' QUOTE '+quote_str
274
        if dialect.doublequote: copy_from += ' ESCAPE '+quote_str
275
    copy_from += ';\n'
276
    
277
    log(copy_from, level=2)
278
    try: db.db.cursor().copy_expert(copy_from, stream)
279
    except Exception, e: sql.parse_exception(db, e, recover=True)
280

    
281
def import_csv(db, table, reader, header):
282
    def log(msg, level=1): db.log_debug(msg, level)
283
    
284
    # Get format info
285
    col_names = map(strings.to_unicode, header)
286
    for i, col in enumerate(col_names): # replace empty column names
287
        if col == '': col_names[i] = 'column_'+str(i)
288
    
289
    # Select schema and escape names
290
    def esc_name(name): return db.esc_name(name)
291
    
292
    typed_cols = [sql_gen.TypedCol(v, 'text') for v in col_names]
293
    typed_cols.insert(0, row_num_col_def)
294
    header.insert(0, row_num_col_def.name)
295
    reader = csvs.RowNumFilter(reader)
296
    
297
    log('Creating table')
298
    # Note that this is not rolled back if the import fails. Instead, it is
299
    # cached, and will not be re-run if the import is retried.
300
    sql.create_table(db, table, typed_cols, has_pkey=False, col_indexes=False)
301
    
302
    # Free memory used by deleted (rolled back) rows from any failed import.
303
    # This MUST be run so that the rows will be stored in inserted order, and
304
    # the row_num added after import will match up with the CSV's row order.
305
    sql.truncate(db, table)
306
    
307
    # Load the data
308
    def load(): append_csv(db, table, reader, header)
309
    sql.with_savepoint(db, load)
310
    
311
    cleanup_table(db, table)
312

    
313
def put(db, table, row, pkey_=None, row_ct_ref=None, on_error=exc.reraise):
314
    '''Recovers from errors.
315
    Only works under PostgreSQL (uses INSERT RETURNING).
316
    '''
317
    return put_table(db, table, [], row, row_ct_ref, on_error=on_error)
318

    
319
def get(db, table, row, pkey, row_ct_ref=None, create=False):
320
    '''Recovers from errors'''
321
    try:
322
        return sql.value(sql.select(db, table, [pkey], row, limit=1,
323
            recover=True))
324
    except StopIteration:
325
        if not create: raise
326
        return put(db, table, row, pkey, row_ct_ref) # insert new row
327

    
328
def is_func_result(col):
329
    return col.table.name.find('(') >= 0 and col.name == 'result'
330

    
331
def into_table_name(out_table, in_tables0, mapping, is_func):
332
    def in_col_str(in_col):
333
        in_col = sql_gen.remove_col_rename(in_col)
334
        if isinstance(in_col, sql_gen.Col):
335
            table = in_col.table
336
            if table == in_tables0:
337
                in_col = sql_gen.to_name_only_col(in_col)
338
            elif is_func_result(in_col): in_col = table # omit col name
339
        return strings.ustr(in_col)
340
    
341
    str_ = strings.ustr(out_table)
342
    if is_func:
343
        str_ += '('
344
        
345
        try: value_in_col = mapping['value']
346
        except KeyError:
347
            str_ += ', '.join((strings.ustr(k)+'='+in_col_str(v)
348
                for k, v in mapping.iteritems()))
349
        else: str_ += in_col_str(value_in_col)
350
        
351
        str_ += ')'
352
    else:
353
        out_col = 'rank'
354
        try: in_col = mapping[out_col]
355
        except KeyError: str_ += '_pkeys'
356
        else: # has a rank column, so hierarchical
357
            str_ += '['+strings.ustr(out_col)+'='+in_col_str(in_col)+']'
358
    return str_
359

    
360
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, default=None,
361
    col_defaults={}, on_error=exc.reraise):
362
    '''Recovers from errors.
363
    Only works under PostgreSQL (uses INSERT RETURNING).
364
    
365
    Warning: This function's normalizing algorithm does not support database
366
    triggers that populate fields covered by the unique constraint used to do
367
    the DISTINCT ON. Such fields must be populated by the mappings instead.
368
    (Other unique constraints and other non-unique fields are not affected by
369
    this restriction on triggers. Note that the primary key will normally not be
370
    the DISTINCT ON constraint, so trigger-populated natural keys are supported
371
    *unless* the input table contains duplicate rows for some generated keys.)
372
    
373
    Note that much of the complexity of the normalizing algorithm is due to
374
    PostgreSQL (and other DB systems) not having a native command for
375
    insert/on duplicate select. This operation is a cross between MySQL's
376
    INSERT ON DUPLICATE KEY UPDATE (which does not provide SELECT
377
    functionality), and PostgreSQL's INSERT RETURNING (which throws an error
378
    on duplicate instead of returning the existing row).
379
    However, PostgreSQL 9.1+ now provides a way to implement insert/on duplicate
380
    select just once for each table using the new INSTEAD OF triggers
381
    (http://www.postgresql.org/docs/9.1/static/plpgsql-trigger.html),
382
    which even support INSERT RETURNING. INSTEAD OF triggers can also be used to
383
    implement SQL functions without requiring special support by put_table().
384
    (INSTEAD OF triggers were not used when put_table() was developed, because
385
    it was necessary to support PostgreSQL 9.0.)
386
    
387
    @param in_tables The main input table to select from, followed by a list of
388
        tables to join with it using the main input table's pkey
389
    @param mapping dict(out_table_col=in_table_col, ...)
390
        * out_table_col: str (*not* sql_gen.Col)
391
        * in_table_col: sql_gen.Col|literal-value
392
    @param default The *output* column to use as the pkey for missing rows.
393
        If this output column does not exist in the mapping, uses None.
394
    @param col_defaults Default values for required columns.
395
    @return sql_gen.Col Where the output pkeys are made available
396
    '''
397
    import psycopg2.extensions
398
    
399
    # Special handling for functions with hstore params
400
    if out_table == '_map':
401
        import psycopg2.extras
402
        psycopg2.extras.register_hstore(db.db)
403
        
404
        # Parse args
405
        try: value = mapping.pop('value')
406
        except KeyError: return None # value required
407
        
408
        mapping = dict([(k, sql_gen.get_value(v))
409
            for k, v in mapping.iteritems()]) # unwrap literal value
410
        mapping = dict(map=mapping, value=value) # non-value params -> hstore
411
    
412
    out_table = sql_gen.as_Table(out_table)
413
    
414
    def log_debug(msg): db.log_debug(msg, level=1.5)
415
    def col_ustr(str_):
416
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
417
    
418
    log_debug('********** New iteration **********')
419
    log_debug('Inserting these input columns into '+strings.as_tt(
420
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
421
    
422
    is_function = sql.function_exists(db, out_table)
423
    
424
    if is_function: row_ct_ref = None # only track inserted rows
425
    
426
    # Warn if inserting empty table rows
427
    if not mapping and not is_function: # functions with no args OK
428
        warnings.warn(UserWarning('Inserting empty table row(s)'))
429
    
430
    if is_function: out_pkey = 'result'
431
    else: out_pkey = sql.pkey_name(db, out_table, recover=True)
432
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
433
    
434
    in_tables_ = copy.copy(in_tables) # don't modify input!
435
    try: in_tables0 = in_tables_.pop(0) # first table is separate
436
    except IndexError: in_tables0 = None
437
    else:
438
        in_pkey = sql.pkey_name(db, in_tables0, recover=True)
439
        in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
440
    
441
    # Determine if can use optimization for only literal values
442
    is_literals = not reduce(operator.or_, map(sql_gen.is_table_col,
443
        mapping.values()), False)
444
    is_literals_or_function = is_literals or is_function
445
    
446
    if in_tables0 == None: errors_table_ = None
447
    else: errors_table_ = errors_table(db, in_tables0)
448
    
449
    # Create input joins from list of input tables
450
    input_joins = [in_tables0]+[sql_gen.Join(v,
451
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
452
    
453
    orig_mapping = mapping.copy()
454
    if mapping == {} and not is_function: # need >= one column for INSERT SELECT
455
        mapping = {out_pkey: None} # ColDict will replace with default value
456
    
457
    if not is_literals:
458
        into = sql_gen.as_Table(into_table_name(out_table, in_tables0, mapping,
459
            is_function))
460
        # Ensure into's out_pkey is different from in_pkey by prepending "out."
461
        if is_function: into_out_pkey = out_pkey
462
        else: into_out_pkey = 'out.'+out_pkey
463
        
464
        # Set column sources
465
        in_cols = filter(sql_gen.is_table_col, mapping.values())
466
        for col in in_cols:
467
            if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
468
        
469
        log_debug('Joining together input tables into temp table')
470
        # Place in new table so don't modify input and for speed
471
        in_table = sql_gen.Table('in')
472
        mapping = dicts.join(mapping, sql.flatten(db, in_table, input_joins,
473
            in_cols, preserve=[in_pkey_col]))
474
        input_joins = [in_table]
475
        db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
476
    
477
    # Wrap mapping in a sql_gen.ColDict.
478
    # sql_gen.ColDict sanitizes both keys and values passed into it.
479
    # Do after applying dicts.join() because that returns a plain dict.
480
    mapping = sql_gen.ColDict(db, out_table, mapping)
481
    
482
    # Save all rows since in_table may have rows deleted
483
    if is_literals: pass
484
    elif is_function: full_in_table = in_table
485
    else:
486
        full_in_table = sql_gen.suffixed_table(in_table, '_full')
487
        sql.copy_table(db, in_table, full_in_table)
488
    
489
    pkeys_table_exists_ref = [False]
490
    def insert_into_pkeys(query, **kw_args):
491
        if pkeys_table_exists_ref[0]:
492
            sql.insert_select(db, into, [in_pkey, into_out_pkey], query,
493
                **kw_args)
494
        else:
495
            kw_args.setdefault('add_pkey_', True)
496
            
497
            sql.run_query_into(db, query, into=into, **kw_args)
498
            pkeys_table_exists_ref[0] = True
499
    
500
    def mk_main_select(joins, cols): return sql.mk_select(db, joins, cols)
501
    
502
    if is_literals: insert_in_table = None
503
    else:
504
        insert_in_table = in_table
505
        insert_in_tables = [insert_in_table]
506
    join_cols = sql_gen.ColDict(db, out_table)
507
    
508
    exc_strs = set()
509
    def log_exc(e):
510
        e_str = exc.str_(e, first_line_only=True)
511
        log_debug('Caught exception: '+e_str)
512
        if e_str in exc_strs: # avoid infinite loops
513
            log_debug('Exception already seen, handler broken')
514
            on_error(e)
515
            remove_all_rows()
516
            return False
517
        else: exc_strs.add(e_str)
518
        return True
519
    
520
    ignore_all_ref = [False]
521
    def remove_all_rows():
522
        log_debug('Ignoring all rows')
523
        ignore_all_ref[0] = True # just return the default value column
524
    
525
    def handle_unknown_exc(e):
526
        log_debug('No handler for exception')
527
        on_error(e)
528
        remove_all_rows()
529
    
530
    def ensure_cond(cond, e, passed=False, failed=False):
531
        if is_literals: # we know the constraint was applied exactly once
532
            if passed: pass
533
            elif failed: remove_all_rows()
534
            else: raise NotImplementedError()
535
        else:
536
            if not is_function:
537
                out_table_cols = sql_gen.ColDict(db, out_table)
538
                out_table_cols.update(util.dict_subset_right_join({},
539
                    sql.table_col_names(db, out_table)))
540
            
541
            in_cols = []
542
            cond = strings.ustr(cond)
543
            orig_cond = cond
544
            cond = sql_gen.map_expr(db, cond, mapping, in_cols)
545
            if not is_function:
546
                cond = sql_gen.map_expr(db, cond, out_table_cols)
547
            
548
            log_debug('Ignoring rows that do not satisfy '+strings.as_tt(cond))
549
            cur = None
550
            if cond == sql_gen.false_expr:
551
                assert failed
552
                remove_all_rows()
553
            elif cond == sql_gen.true_expr: assert passed
554
            else:
555
                while True:
556
                    not_cond = sql_gen.NotCond(sql_gen.CustomCode(cond))
557
                    try:
558
                        cur = sql.delete(db, insert_in_table, not_cond)
559
                        break
560
                    except sql.DoesNotExistException, e:
561
                        if e.type != 'column': raise
562
                        
563
                        last_cond = cond
564
                        cond = sql_gen.map_expr(db, cond, {e.name: None})
565
                        if cond == last_cond: raise # not fixable
566
            
567
            # If any rows failed cond
568
            if failed or cur != None and cur.rowcount > 0:
569
                track_data_error(db, errors_table_,
570
                    sql_gen.cross_join_srcs(in_cols), None, e.cause.pgcode,
571
                    strings.ensure_newl(strings.ustr(e.cause.pgerror))
572
                    +'condition: '+orig_cond+'\ntranslated condition: '+cond)
573
    
574
    not_null_cols = set()
575
    def ignore(in_col, value, e):
576
        if sql_gen.is_table_col(in_col):
577
            in_col = sql_gen.with_table(in_col, insert_in_table)
578
            
579
            track_data_error(db, errors_table_, in_col.srcs, value,
580
                e.cause.pgcode, e.cause.pgerror)
581
            
582
            sql.add_index(db, in_col, insert_in_table) # enable fast filtering
583
            if value != None and in_col not in not_null_cols:
584
                log_debug('Replacing invalid value '
585
                    +strings.as_tt(strings.urepr(value))+' with NULL in column '
586
                    +strings.as_tt(in_col.to_str(db)))
587
                sql.update(db, insert_in_table, [(in_col, None)],
588
                    sql_gen.ColValueCond(in_col, value))
589
            else:
590
                log_debug('Ignoring rows with '+strings.as_tt(in_col.to_str(db))
591
                    +' = '+strings.as_tt(strings.urepr(value)))
592
                sql.delete(db, insert_in_table,
593
                    sql_gen.ColValueCond(in_col, value))
594
                if value == None: not_null_cols.add(in_col)
595
        else:
596
            assert isinstance(in_col, sql_gen.NamedCol)
597
            in_value = sql_gen.remove_col_rename(in_col)
598
            assert sql_gen.is_literal(in_value)
599
            if value == in_value.value:
600
                if value != None:
601
                    log_debug('Replacing invalid literal '
602
                        +strings.as_tt(in_col.to_str(db))+' with NULL')
603
                    mapping[in_col.name] = None
604
                else:
605
                    remove_all_rows()
606
            # otherwise, all columns were being ignore()d because the specific
607
            # column couldn't be identified, and this was not the invalid column
608
    
609
    if not is_literals:
610
        def insert_pkeys_table(which):
611
            return sql_gen.Table(sql_gen.concat(in_table.name,
612
                '_insert_'+which+'_pkeys'))
613
        insert_out_pkeys = insert_pkeys_table('out')
614
        insert_in_pkeys = insert_pkeys_table('in')
615
    
616
    def mk_func_call():
617
        args = dict(((k.name, v) for k, v in mapping.iteritems()))
618
        return sql_gen.FunctionCall(out_table, **args), args
619
    
620
    missing_msg = None
621
    
622
    # Do inserts and selects
623
    while True:
624
        has_joins = join_cols != {}
625
        
626
        if ignore_all_ref[0]: break # unrecoverable error, so don't do main case
627
        
628
        # Prepare to insert new rows
629
        if is_function:
630
            if is_literals:
631
                log_debug('Calling function')
632
                func_call, args = mk_func_call()
633
        else:
634
            log_debug('Trying to insert new rows')
635
            insert_args = dict(recover=True, cacheable=False)
636
            if has_joins:
637
                insert_args.update(dict(ignore=True))
638
            else:
639
                insert_args.update(dict(returning=out_pkey))
640
                if not is_literals:
641
                    insert_args.update(dict(into=insert_out_pkeys))
642
            main_select = mk_main_select([insert_in_table], [sql_gen.with_table(
643
                c, insert_in_table) for c in mapping.values()])
644
        
645
        try:
646
            cur = None
647
            if is_function:
648
                if is_literals:
649
                    cur = sql.select(db, fields=[func_call], recover=True,
650
                        cacheable=True)
651
                else:
652
                    log_debug('Defining wrapper function')
653
                    
654
                    func_call, args = mk_func_call()
655
                    func_call = sql_gen.NamedCol(into_out_pkey, func_call)
656
                    
657
                    # Create empty pkeys table so its row type can be used
658
                    insert_into_pkeys(sql.mk_select(db, input_joins,
659
                        [in_pkey_col, func_call], limit=0), add_pkey_=False,
660
                        recover=True)
661
                    result_type = db.col_info(sql_gen.Col(into_out_pkey,
662
                        into)).type
663
                    
664
                    ## Create error handling wrapper function
665
                    
666
                    wrapper = db.TempFunction(sql_gen.concat(into.name,
667
                        '_wrap'))
668
                    
669
                    select_cols = [in_pkey_col]+args.values()
670
                    row_var = copy.copy(sql_gen.row_var)
671
                    row_var.set_srcs([in_table])
672
                    in_pkey_var = sql_gen.Col(in_pkey, row_var)
673
                    
674
                    args = dict(((k, sql_gen.with_table(v, row_var))
675
                        for k, v in args.iteritems()))
676
                    func_call = sql_gen.FunctionCall(out_table, **args)
677
                    
678
                    def mk_return(result):
679
                        return sql_gen.ReturnQuery(sql.mk_select(db,
680
                            fields=[in_pkey_var, result], explain=False))
681
                    exc_handler = func_wrapper_exception_handler(db,
682
                        mk_return(sql_gen.Cast(result_type, None)),
683
                        args.values(), errors_table_)
684
                    
685
                    sql.define_func(db, sql_gen.FunctionDef(wrapper,
686
                        sql_gen.SetOf(into),
687
                        sql_gen.RowExcIgnore(sql_gen.RowType(in_table),
688
                            sql.mk_select(db, input_joins),
689
                            mk_return(func_call), exc_handler=exc_handler)
690
                        ))
691
                    wrapper_table = sql_gen.FunctionCall(wrapper)
692
                    
693
                    log_debug('Calling function')
694
                    insert_into_pkeys(sql.mk_select(db, wrapper_table,
695
                        order_by=None), recover=True, cacheable=False)
696
                    sql.add_pkey_or_index(db, into)
697
            else:
698
                cur = sql.insert_select(db, out_table, mapping.keys(),
699
                    main_select, **insert_args)
700
            break # insert successful
701
        except sql.MissingCastException, e:
702
            if not log_exc(e): break
703
            
704
            type_ = e.type
705
            if e.col == None: out_cols = mapping.keys()
706
            else: out_cols = [e.col]
707
            
708
            for out_col in out_cols:
709
                log_debug('Casting '+strings.as_tt(strings.repr_no_u(out_col))
710
                    +' input to '+strings.as_tt(type_))
711
                in_col = mapping[out_col]
712
                while True:
713
                    try:
714
                        mapping[out_col] = cast_temp_col(db, type_, in_col,
715
                            errors_table_)
716
                        break # cast successful
717
                    except sql.InvalidValueException, e:
718
                        if not log_exc(e): break
719
                        
720
                        ignore(in_col, e.value, e)
721
        except sql.DuplicateKeyException, e:
722
            if not log_exc(e): break
723
            
724
            # Different rows violating different unique constraints not
725
            # supported
726
            assert not join_cols
727
            
728
            if e.cond != None: ensure_cond(e.cond, e, passed=True)
729
            
730
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
731
            log_debug('Ignoring existing rows, comparing on these columns:\n'
732
                +strings.as_inline_table(join_cols, ustr=col_ustr))
733
            
734
            if is_literals:
735
                return sql.value(sql.select(db, out_table, [out_pkey_col],
736
                    join_cols, order_by=None))
737
            
738
            # Uniquify and filter input table to avoid (most) duplicate keys
739
            # (Additional duplicates may be added concurrently and will be
740
            # filtered out separately upon insert.)
741
            insert_in_table = sql.distinct_table(db, insert_in_table,
742
                join_cols.values(), [insert_in_table,
743
                sql_gen.Join(out_table, join_cols, sql_gen.filter_out)])
744
            insert_in_tables.append(insert_in_table)
745
        except sql.NullValueException, e:
746
            if not log_exc(e): break
747
            
748
            out_col, = e.cols
749
            try: in_col = mapping[out_col]
750
            except KeyError, e:
751
                try: in_col = mapping[out_col] = col_defaults[out_col]
752
                except KeyError:
753
                    missing_msg = 'Missing mapping for NOT NULL column '+out_col
754
                    log_debug(missing_msg)
755
                    remove_all_rows()
756
            else: ignore(in_col, None, e)
757
        except sql.CheckException, e:
758
            if not log_exc(e): break
759
            
760
            ensure_cond(e.cond, e, failed=True)
761
        except sql.InvalidValueException, e:
762
            if not log_exc(e): break
763
            
764
            for in_col in mapping.values(): ignore(in_col, e.value, e)
765
        except psycopg2.extensions.TransactionRollbackError, e:
766
            if not log_exc(e): break
767
            # retry
768
        except sql.DatabaseErrors, e:
769
            if not log_exc(e): break
770
            
771
            handle_unknown_exc(e)
772
        # after exception handled, rerun loop with additional constraints
773
    
774
    # Resolve default value column
775
    if default != None:
776
        if ignore_all_ref[0]: mapping.update(orig_mapping) # use input cols
777
        try: default = mapping[default]
778
        except KeyError:
779
            db.log_debug('Default value column '
780
                +strings.as_tt(strings.repr_no_u(default))
781
                +' does not exist in mapping, falling back to None', level=2.1)
782
            default = None
783
        else: default = sql_gen.remove_col_rename(default)
784
    
785
    if missing_msg != None and default == None:
786
        warnings.warn(UserWarning(missing_msg))
787
        # not an error because sometimes the mappings include
788
        # extra tables which aren't used by the dataset
789
    
790
    # Handle unrecoverable errors
791
    if ignore_all_ref[0]:
792
        log_debug('Returning default: '+strings.as_tt(strings.urepr(default)))
793
        return default
794
    
795
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
796
        row_ct_ref[0] += cur.rowcount
797
    
798
    if is_literals: return sql.value(cur)
799
    
800
    if is_function: pass # pkeys table already created
801
    elif has_joins:
802
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
803
        log_debug('Getting output table pkeys of existing/inserted rows')
804
        insert_into_pkeys(sql.mk_select(db, select_joins, [in_pkey_col,
805
            sql_gen.NamedCol(into_out_pkey, out_pkey_col)], order_by=None))
806
    else:
807
        sql.add_row_num(db, insert_out_pkeys) # for joining with input pkeys
808
        
809
        log_debug('Getting input table pkeys of inserted rows')
810
        # Note that mk_main_select() does not use ORDER BY. Instead, assume that
811
        # since the SELECT query is identical to the one used in INSERT SELECT,
812
        # its rows will be retrieved in the same order.
813
        sql.run_query_into(db, mk_main_select(input_joins, [in_pkey]),
814
            into=insert_in_pkeys)
815
        sql.add_row_num(db, insert_in_pkeys) # for joining with output pkeys
816
        
817
        assert sql.table_row_count(db, insert_out_pkeys) == sql.table_row_count(
818
            db, insert_in_pkeys)
819
        
820
        log_debug('Combining output and input pkeys in inserted order')
821
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
822
            {sql.row_num_col: sql_gen.join_same_not_null})]
823
        in_col = sql_gen.Col(in_pkey, insert_in_pkeys)
824
        out_col = sql_gen.NamedCol(into_out_pkey,
825
            sql_gen.Col(out_pkey, insert_out_pkeys))
826
        insert_into_pkeys(sql.mk_select(db, pkey_joins, [in_col, out_col],
827
            order_by=None))
828
        
829
        sql.empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
830
    
831
    if not is_function: # is_function doesn't leave holes
832
        log_debug('Setting pkeys of missing rows to '
833
            +strings.as_tt(strings.urepr(default)))
834
        
835
        full_in_pkey_col = sql_gen.Col(in_pkey, full_in_table)
836
        if sql_gen.is_table_col(default):
837
            default = sql_gen.with_table(default, full_in_table)
838
        missing_rows_joins = [full_in_table, sql_gen.Join(into,
839
            {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
840
            # must use join_same_not_null or query will take forever
841
        
842
        insert_args = dict(order_by=None)
843
        if not sql.table_has_pkey(db, full_in_table): # in_table has duplicates
844
            insert_args.update(dict(distinct_on=[full_in_pkey_col]))
845
        
846
        insert_into_pkeys(sql.mk_select(db, missing_rows_joins,
847
            [full_in_pkey_col, sql_gen.NamedCol(into_out_pkey, default)],
848
            **insert_args))
849
    # otherwise, there is already an entry for every row
850
    
851
    sql.empty_temp(db, insert_in_tables+[full_in_table])
852
    
853
    srcs = []
854
    if is_function: srcs = sql_gen.cols_srcs(in_cols)
855
    return sql_gen.Col(into_out_pkey, into, srcs)
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