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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
        '''
532
        @param passed at least one row passed the constraint
533
        @param failed at least one row failed the constraint
534
        '''
535
        if is_literals: # we know the constraint was applied exactly once
536
            if passed: pass
537
            elif failed: remove_all_rows()
538
            else: raise NotImplementedError()
539
        else:
540
            if not is_function:
541
                out_table_cols = sql_gen.ColDict(db, out_table)
542
                out_table_cols.update(util.dict_subset_right_join({},
543
                    sql.table_col_names(db, out_table)))
544
            
545
            in_cols = []
546
            cond = strings.ustr(cond)
547
            orig_cond = cond
548
            cond = sql_gen.map_expr(db, cond, mapping, in_cols)
549
            if not is_function:
550
                cond = sql_gen.map_expr(db, cond, out_table_cols)
551
            
552
            log_debug('Ignoring rows that do not satisfy '+strings.as_tt(cond))
553
            cur = None
554
            if cond == sql_gen.false_expr:
555
                assert failed
556
                remove_all_rows()
557
            elif cond == sql_gen.true_expr: assert passed
558
            else:
559
                while True:
560
                    not_cond = sql_gen.NotCond(sql_gen.CustomCode(cond))
561
                    try:
562
                        cur = sql.delete(db, insert_in_table, not_cond)
563
                        break
564
                    except sql.DoesNotExistException, e:
565
                        if e.type != 'column': raise
566
                        
567
                        last_cond = cond
568
                        cond = sql_gen.map_expr(db, cond, {e.name: None})
569
                        if cond == last_cond: raise # not fixable
570
            
571
            # If any rows failed cond
572
            if failed or cur != None and cur.rowcount > 0:
573
                track_data_error(db, errors_table_,
574
                    sql_gen.cross_join_srcs(in_cols), None, e.cause.pgcode,
575
                    strings.ensure_newl(strings.ustr(e.cause.pgerror))
576
                    +'condition: '+orig_cond+'\ntranslated condition: '+cond)
577
    
578
    not_null_cols = set()
579
    def ignore(in_col, value, e):
580
        if sql_gen.is_table_col(in_col):
581
            in_col = sql_gen.with_table(in_col, insert_in_table)
582
            
583
            track_data_error(db, errors_table_, in_col.srcs, value,
584
                e.cause.pgcode, e.cause.pgerror)
585
            
586
            sql.add_index(db, in_col, insert_in_table) # enable fast filtering
587
            if value != None and in_col not in not_null_cols:
588
                log_debug('Replacing invalid value '
589
                    +strings.as_tt(strings.urepr(value))+' with NULL in column '
590
                    +strings.as_tt(in_col.to_str(db)))
591
                sql.update(db, insert_in_table, [(in_col, None)],
592
                    sql_gen.ColValueCond(in_col, value))
593
            else:
594
                log_debug('Ignoring rows with '+strings.as_tt(in_col.to_str(db))
595
                    +' = '+strings.as_tt(strings.urepr(value)))
596
                sql.delete(db, insert_in_table,
597
                    sql_gen.ColValueCond(in_col, value))
598
                if value == None: not_null_cols.add(in_col)
599
        else:
600
            assert isinstance(in_col, sql_gen.NamedCol)
601
            in_value = sql_gen.remove_col_rename(in_col)
602
            assert sql_gen.is_literal(in_value)
603
            if value == in_value.value:
604
                if value != None:
605
                    log_debug('Replacing invalid literal '
606
                        +strings.as_tt(in_col.to_str(db))+' with NULL')
607
                    mapping[in_col.name] = None
608
                else:
609
                    remove_all_rows()
610
            # otherwise, all columns were being ignore()d because the specific
611
            # column couldn't be identified, and this was not the invalid column
612
    
613
    if not is_literals:
614
        def insert_pkeys_table(which):
615
            return sql_gen.Table(sql_gen.concat(in_table.name,
616
                '_insert_'+which+'_pkeys'))
617
        insert_out_pkeys = insert_pkeys_table('out')
618
        insert_in_pkeys = insert_pkeys_table('in')
619
    
620
    def mk_func_call():
621
        args = dict(((k.name, v) for k, v in mapping.iteritems()))
622
        return sql_gen.FunctionCall(out_table, **args), args
623
    
624
    missing_msg = None
625
    
626
    # Do inserts and selects
627
    while True:
628
        has_joins = join_cols != {}
629
        
630
        if ignore_all_ref[0]: break # unrecoverable error, so don't do main case
631
        
632
        # Prepare to insert new rows
633
        if is_function:
634
            if is_literals:
635
                log_debug('Calling function')
636
                func_call, args = mk_func_call()
637
        else:
638
            log_debug('Trying to insert new rows')
639
            insert_args = dict(recover=True, cacheable=False)
640
            if has_joins:
641
                insert_args.update(dict(ignore=True))
642
            else:
643
                insert_args.update(dict(returning=out_pkey))
644
                if not is_literals:
645
                    insert_args.update(dict(into=insert_out_pkeys))
646
            main_select = mk_main_select([insert_in_table], [sql_gen.with_table(
647
                c, insert_in_table) for c in mapping.values()])
648
        
649
        try:
650
            cur = None
651
            if is_function:
652
                if is_literals:
653
                    cur = sql.select(db, fields=[func_call], recover=True,
654
                        cacheable=True)
655
                else:
656
                    log_debug('Defining wrapper function')
657
                    
658
                    func_call, args = mk_func_call()
659
                    func_call = sql_gen.NamedCol(into_out_pkey, func_call)
660
                    
661
                    # Create empty pkeys table so its row type can be used
662
                    insert_into_pkeys(sql.mk_select(db, input_joins,
663
                        [in_pkey_col, func_call], limit=0), add_pkey_=False,
664
                        recover=True)
665
                    result_type = db.col_info(sql_gen.Col(into_out_pkey,
666
                        into)).type
667
                    
668
                    ## Create error handling wrapper function
669
                    
670
                    wrapper = db.TempFunction(sql_gen.concat(into.name,
671
                        '_wrap'))
672
                    
673
                    select_cols = [in_pkey_col]+args.values()
674
                    row_var = copy.copy(sql_gen.row_var)
675
                    row_var.set_srcs([in_table])
676
                    in_pkey_var = sql_gen.Col(in_pkey, row_var)
677
                    
678
                    args = dict(((k, sql_gen.with_table(v, row_var))
679
                        for k, v in args.iteritems()))
680
                    func_call = sql_gen.FunctionCall(out_table, **args)
681
                    
682
                    def mk_return(result):
683
                        return sql_gen.ReturnQuery(sql.mk_select(db,
684
                            fields=[in_pkey_var, result], explain=False))
685
                    exc_handler = func_wrapper_exception_handler(db,
686
                        mk_return(sql_gen.Cast(result_type, None)),
687
                        args.values(), errors_table_)
688
                    
689
                    sql.define_func(db, sql_gen.FunctionDef(wrapper,
690
                        sql_gen.SetOf(into),
691
                        sql_gen.RowExcIgnore(sql_gen.RowType(in_table),
692
                            sql.mk_select(db, input_joins),
693
                            mk_return(func_call), exc_handler=exc_handler)
694
                        ))
695
                    wrapper_table = sql_gen.FunctionCall(wrapper)
696
                    
697
                    log_debug('Calling function')
698
                    insert_into_pkeys(sql.mk_select(db, wrapper_table,
699
                        order_by=None), recover=True, cacheable=False)
700
                    sql.add_pkey_or_index(db, into)
701
            else:
702
                cur = sql.insert_select(db, out_table, mapping.keys(),
703
                    main_select, **insert_args)
704
            break # insert successful
705
        except sql.MissingCastException, e:
706
            if not log_exc(e): break
707
            
708
            type_ = e.type
709
            if e.col == None: out_cols = mapping.keys()
710
            else: out_cols = [e.col]
711
            
712
            for out_col in out_cols:
713
                log_debug('Casting '+strings.as_tt(strings.repr_no_u(out_col))
714
                    +' input to '+strings.as_tt(type_))
715
                in_col = mapping[out_col]
716
                while True:
717
                    try:
718
                        mapping[out_col] = cast_temp_col(db, type_, in_col,
719
                            errors_table_)
720
                        break # cast successful
721
                    except sql.InvalidValueException, e:
722
                        if not log_exc(e): break
723
                        
724
                        ignore(in_col, e.value, e)
725
        except sql.DuplicateKeyException, e:
726
            if not log_exc(e): break
727
            
728
            # Different rows violating different unique constraints not
729
            # supported
730
            assert not join_cols
731
            
732
            if e.cond != None: ensure_cond(e.cond, e, passed=True)
733
            
734
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
735
            log_debug('Ignoring existing rows, comparing on these columns:\n'
736
                +strings.as_inline_table(join_cols, ustr=col_ustr))
737
            
738
            if is_literals:
739
                return sql.value(sql.select(db, out_table, [out_pkey_col],
740
                    join_cols, order_by=None))
741
            
742
            # Uniquify and filter input table to avoid (most) duplicate keys
743
            # (Additional duplicates may be added concurrently and will be
744
            # filtered out separately upon insert.)
745
            insert_in_table = sql.distinct_table(db, insert_in_table,
746
                join_cols.values(), [insert_in_table,
747
                sql_gen.Join(out_table, join_cols, sql_gen.filter_out, e.cond)])
748
            insert_in_tables.append(insert_in_table)
749
        except sql.NullValueException, e:
750
            if not log_exc(e): break
751
            
752
            out_col, = e.cols
753
            try: in_col = mapping[out_col]
754
            except KeyError, e:
755
                try: in_col = mapping[out_col] = col_defaults[out_col]
756
                except KeyError:
757
                    missing_msg = 'Missing mapping for NOT NULL column '+out_col
758
                    log_debug(missing_msg)
759
                    remove_all_rows()
760
            else: ignore(in_col, None, e)
761
        except sql.CheckException, e:
762
            if not log_exc(e): break
763
            
764
            ensure_cond(e.cond, e, failed=True)
765
        except sql.InvalidValueException, e:
766
            if not log_exc(e): break
767
            
768
            for in_col in mapping.values(): ignore(in_col, e.value, e)
769
        except psycopg2.extensions.TransactionRollbackError, e:
770
            if not log_exc(e): break
771
            # retry
772
        except sql.DatabaseErrors, e:
773
            if not log_exc(e): break
774
            
775
            handle_unknown_exc(e)
776
        # after exception handled, rerun loop with additional constraints
777
    
778
    # Resolve default value column
779
    if default != None:
780
        if ignore_all_ref[0]: mapping.update(orig_mapping) # use input cols
781
        try: default = mapping[default]
782
        except KeyError:
783
            db.log_debug('Default value column '
784
                +strings.as_tt(strings.repr_no_u(default))
785
                +' does not exist in mapping, falling back to None', level=2.1)
786
            default = None
787
        else: default = sql_gen.remove_col_rename(default)
788
    
789
    if missing_msg != None and default == None:
790
        warnings.warn(UserWarning(missing_msg))
791
        # not an error because sometimes the mappings include
792
        # extra tables which aren't used by the dataset
793
    
794
    # Handle unrecoverable errors
795
    if ignore_all_ref[0]:
796
        log_debug('Returning default: '+strings.as_tt(strings.urepr(default)))
797
        return default
798
    
799
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
800
        row_ct_ref[0] += cur.rowcount
801
    
802
    if is_literals: return sql.value(cur)
803
    
804
    if is_function: pass # pkeys table already created
805
    elif has_joins:
806
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
807
        log_debug('Getting output table pkeys of existing/inserted rows')
808
        insert_into_pkeys(sql.mk_select(db, select_joins, [in_pkey_col,
809
            sql_gen.NamedCol(into_out_pkey, out_pkey_col)], order_by=None))
810
    else:
811
        sql.add_row_num(db, insert_out_pkeys) # for joining with input pkeys
812
        
813
        log_debug('Getting input table pkeys of inserted rows')
814
        # Note that mk_main_select() does not use ORDER BY. Instead, assume that
815
        # since the SELECT query is identical to the one used in INSERT SELECT,
816
        # its rows will be retrieved in the same order.
817
        sql.run_query_into(db, mk_main_select(input_joins, [in_pkey]),
818
            into=insert_in_pkeys)
819
        sql.add_row_num(db, insert_in_pkeys) # for joining with output pkeys
820
        
821
        assert sql.table_row_count(db, insert_out_pkeys) == sql.table_row_count(
822
            db, insert_in_pkeys)
823
        
824
        log_debug('Combining output and input pkeys in inserted order')
825
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
826
            {sql.row_num_col: sql_gen.join_same_not_null})]
827
        in_col = sql_gen.Col(in_pkey, insert_in_pkeys)
828
        out_col = sql_gen.NamedCol(into_out_pkey,
829
            sql_gen.Col(out_pkey, insert_out_pkeys))
830
        insert_into_pkeys(sql.mk_select(db, pkey_joins, [in_col, out_col],
831
            order_by=None))
832
        
833
        sql.empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
834
    
835
    if not is_function: # is_function doesn't leave holes
836
        log_debug('Setting pkeys of missing rows to '
837
            +strings.as_tt(strings.urepr(default)))
838
        
839
        full_in_pkey_col = sql_gen.Col(in_pkey, full_in_table)
840
        if sql_gen.is_table_col(default):
841
            default = sql_gen.with_table(default, full_in_table)
842
        missing_rows_joins = [full_in_table, sql_gen.Join(into,
843
            {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
844
            # must use join_same_not_null or query will take forever
845
        
846
        insert_args = dict(order_by=None)
847
        if not sql.table_has_pkey(db, full_in_table): # in_table has duplicates
848
            insert_args.update(dict(distinct_on=[full_in_pkey_col]))
849
        
850
        insert_into_pkeys(sql.mk_select(db, missing_rows_joins,
851
            [full_in_pkey_col, sql_gen.NamedCol(into_out_pkey, default)],
852
            **insert_args))
853
    # otherwise, there is already an entry for every row
854
    
855
    sql.empty_temp(db, insert_in_tables+[full_in_table])
856
    
857
    srcs = []
858
    if is_function: srcs = sql_gen.cols_srcs(in_cols)
859
    return sql_gen.Col(into_out_pkey, into, srcs)
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