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1
# 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 or cols == (): return
63
    
64
    for col in cols:
65
        try:
66
            sql.insert(db, errors_table, dict(column=col.name, value=value,
67
                error_code=error_code, error=error), recover=True,
68
                cacheable=True, log_level=4)
69
        except sql.DuplicateKeyException: pass
70

    
71
class ExcToErrorsTable(sql_gen.ExcToWarning):
72
    '''Handles an exception by saving it or converting it to a warning.'''
73
    def __init__(self, return_, srcs, errors_table, value=None):
74
        '''
75
        @param return_ See sql_gen.ExcToWarning
76
        @param srcs The column names for the errors table
77
        @param errors_table None|sql_gen.Table
78
        @param value The value (or an expression for it) that caused the error
79
        @pre The invalid value must be in a local variable "value" of type text.
80
        '''
81
        sql_gen.ExcToWarning.__init__(self, return_)
82
        
83
        value = sql_gen.as_Code(value)
84
        
85
        self.srcs = srcs
86
        self.errors_table = errors_table
87
        self.value = value
88
    
89
    def to_str(self, db):
90
        if not self.srcs or self.errors_table == None:
91
            return sql_gen.ExcToWarning.to_str(self, db)
92
        
93
        errors_table_cols = map(sql_gen.Col,
94
            ['column', 'value', 'error_code', 'error'])
95
        col_names_query = sql.mk_select(db, sql_gen.NamedValues('c', None,
96
            [[c.name] for c in self.srcs]), order_by=None)
97
        insert_query = sql.mk_insert_select(db, self.errors_table,
98
            errors_table_cols,
99
            sql_gen.Values(errors_table_cols).to_str(db))+';\n'
100
        return '''\
101
-- Save error in errors table.
102
DECLARE
103
    error_code text := SQLSTATE;
104
    error text := SQLERRM;
105
    value text := '''+self.value.to_str(db)+''';
106
    "column" text;
107
BEGIN
108
    -- Insert the value and error for *each* source column.
109
'''+strings.indent(sql_gen.RowExcIgnore(None, col_names_query, insert_query,
110
    row_var=errors_table_cols[0]).to_str(db))+'''
111
END;
112

    
113
'''+self.return_.to_str(db)
114

    
115
def data_exception_handler(*args, **kw_args):
116
    '''Handles a data_exception by saving it or converting it to a warning.
117
    For params, see ExcToErrorsTable().
118
    '''
119
    return sql_gen.data_exception_handler(ExcToErrorsTable(*args, **kw_args))
120

    
121
def cast(db, type_, col, errors_table=None):
122
    '''Casts an (unrenamed) column or value.
123
    If errors_table set and col has srcs, saves errors in errors_table (using
124
    col's srcs attr as source columns). Otherwise, converts errors to warnings.
125
    @param col str|sql_gen.Col|sql_gen.Literal
126
    @param errors_table None|sql_gen.Table|str
127
    '''
128
    col = sql_gen.as_Col(col)
129
    
130
    # Don't convert exceptions to warnings for user-supplied constants
131
    if isinstance(col, sql_gen.Literal): return sql_gen.Cast(type_, col)
132
    
133
    assert not isinstance(col, sql_gen.NamedCol)
134
    
135
    function_name = strings.first_word(type_)
136
    srcs = col.srcs
137
    save_errors = errors_table != None and srcs
138
    if save_errors: # function will be unique for the given srcs
139
        function_name = strings.ustr(sql_gen.FunctionCall(function_name,
140
            *map(sql_gen.to_name_only_col, srcs)))
141
    function = db.TempFunction(function_name)
142
    
143
    # Create function definition
144
    modifiers = 'STRICT'
145
    if not save_errors: modifiers = 'IMMUTABLE '+modifiers
146
    value_param = sql_gen.FunctionParam('value', 'text')
147
    handler = data_exception_handler('RETURN NULL;\n', srcs, errors_table,
148
        value_param.name)
149
    body = sql_gen.CustomCode(handler.to_str(db, '''\
150
/* The explicit cast to the return type is needed to make the cast happen
151
inside the try block. (Implicit casts to the return type happen at the end
152
of the function, outside any block.) */
153
RETURN value::'''+type_+''';
154
'''))
155
    body.lang='plpgsql'
156
    sql.define_func(db, sql_gen.FunctionDef(function, type_, body,
157
        [value_param], modifiers))
158
    
159
    return sql_gen.FunctionCall(function, col)
160

    
161
def func_wrapper_exception_handler(db, return_, args, errors_table):
162
    '''Handles a function call's data_exceptions.
163
    Supports PL/Python functions.
164
    @param return_ See data_exception_handler()
165
    @param args [arg...] Function call's args
166
    @param errors_table See data_exception_handler()
167
    '''
168
    args = filter(sql_gen.has_srcs, args)
169
    
170
    srcs = sql_gen.cross_join_srcs(args)
171
    value = sql_gen.merge_not_null(db, ',', args)
172
    return sql_gen.NestedExcHandler(
173
        data_exception_handler(return_, srcs, errors_table, value)
174
        , sql_gen.plpythonu_error_handler
175
        )
176

    
177
def cast_temp_col(db, type_, col, errors_table=None):
178
    '''Like cast(), but creates a new column with the cast values if the input
179
    is a column.
180
    @return The new column or cast value
181
    '''
182
    def cast_(col): return cast(db, type_, col, errors_table)
183
    
184
    try: col = sql_gen.underlying_col(col)
185
    except sql_gen.NoUnderlyingTableException: return sql_gen.wrap(cast_, col)
186
    
187
    table = col.table
188
    new_col = sql_gen.suffixed_col(col, '::'+strings.first_word(type_))
189
    expr = cast_(col)
190
    
191
    # Add column
192
    new_typed_col = sql_gen.TypedCol(new_col.name, type_)
193
    sql.add_col(db, table, new_typed_col, comment=strings.urepr(col)+'::'+type_)
194
    new_col.name = new_typed_col.name # propagate any renaming
195
    
196
    sql.update(db, table, [(new_col, expr)], in_place=True, recover=True)
197
    
198
    return new_col
199

    
200
def errors_table(db, table, if_exists=True):
201
    '''
202
    @param if_exists If set, returns None if the errors table doesn't exist
203
    @return None|sql_gen.Table
204
    '''
205
    table = sql_gen.as_Table(table)
206
    if table.srcs != (): table = table.srcs[0]
207
    
208
    errors_table = sql_gen.suffixed_table(table, '.errors')
209
    if if_exists and not sql.table_exists(db, errors_table): return None
210
    return errors_table
211

    
212
def mk_errors_table(db, table):
213
    errors_table_ = errors_table(db, table, if_exists=False)
214
    if sql.table_exists(db, errors_table_, cacheable=False): return
215
    
216
    typed_cols = [
217
        sql_gen.TypedCol('column', 'text', nullable=False),
218
        sql_gen.TypedCol('value', 'text'),
219
        sql_gen.TypedCol('error_code', 'character varying(5)', nullable=False),
220
        sql_gen.TypedCol('error', 'text', nullable=False),
221
        ]
222
    sql.create_table(db, errors_table_, typed_cols, has_pkey=False)
223
    index_cols = ['column', 'value', 'error_code', 'error']
224
    sql.add_index(db, index_cols, errors_table_, unique=True)
225

    
226
##### Import
227

    
228
row_num_col_def = copy.copy(sql.row_num_col_def)
229
row_num_col_def.name = 'row_num'
230
row_num_col_def.type = 'integer'
231

    
232
def append_csv(db, table, reader, header):
233
    assert sql.table_col_names(db, table) == header
234
    
235
    def log(msg, level=1): db.log_debug(msg, level)
236
    
237
    # Wrap in standardizing stream
238
    cols_ct = len(header)
239
    stream = csvs.InputRewriter(streams.ProgressInputStream(csvs.StreamFilter(
240
        csvs.ColCtFilter(reader, cols_ct)), sys.stderr, msg='Read %d row(s)',
241
        n=1000))
242
    dialect = stream.dialect # use default dialect
243
    
244
    # Create COPY FROM statement
245
    copy_from = ('COPY '+table.to_str(db)+' FROM STDIN DELIMITER '
246
        +db.esc_value(dialect.delimiter)+' NULL '+db.esc_value(''))
247
    assert not csvs.is_tsv(dialect)
248
    copy_from += ' CSV'
249
    if dialect.quoting != csv.QUOTE_NONE:
250
        quote_str = db.esc_value(dialect.quotechar)
251
        copy_from += ' QUOTE '+quote_str
252
        if dialect.doublequote: copy_from += ' ESCAPE '+quote_str
253
    copy_from += ';\n'
254
    
255
    log(copy_from, level=2)
256
    try: db.db.cursor().copy_expert(copy_from, stream)
257
    except Exception, e: sql.parse_exception(db, e, recover=True)
258

    
259
def import_csv(db, table, stream):
260
    def log(msg, level=1): db.log_debug(msg, level)
261
    
262
    # Get format info
263
    reader, header = csvs.reader_and_header(stream)
264
    col_names = map(strings.to_unicode, header)
265
    for i, col in enumerate(col_names): # replace empty column names
266
        if col == '': col_names[i] = 'column_'+str(i)
267
    
268
    # Select schema and escape names
269
    def esc_name(name): return db.esc_name(name)
270
    
271
    typed_cols = [sql_gen.TypedCol(v, 'text') for v in col_names]
272
    
273
    log('Creating table')
274
    # Note that this is not rolled back if the import fails. Instead, it is
275
    # cached, and will not be re-run if the import is retried.
276
    sql.create_table(db, table, typed_cols, has_pkey=False, col_indexes=False)
277
    
278
    # Free memory used by deleted (rolled back) rows from any failed import.
279
    # This MUST be run so that the rows will be stored in inserted order, and
280
    # the row_num added after import will match up with the CSV's row order.
281
    sql.truncate(db, table)
282
    
283
    # Load the data
284
    def load(): append_csv(db, table, reader, header)
285
    sql.with_savepoint(db, load)
286
    
287
    cleanup_table(db, table)
288

    
289
def put(db, table, row, pkey_=None, row_ct_ref=None):
290
    '''Recovers from errors.
291
    Only works under PostgreSQL (uses INSERT RETURNING).
292
    '''
293
    return put_table(db, table, [], row, row_ct_ref)
294

    
295
def get(db, table, row, pkey, row_ct_ref=None, create=False):
296
    '''Recovers from errors'''
297
    try:
298
        return sql.value(sql.select(db, table, [pkey], row, limit=1,
299
            recover=True))
300
    except StopIteration:
301
        if not create: raise
302
        return put(db, table, row, pkey, row_ct_ref) # insert new row
303

    
304
def is_func_result(col):
305
    return col.table.name.find('(') >= 0 and col.name == 'result'
306

    
307
def into_table_name(out_table, in_tables0, mapping, is_func):
308
    def in_col_str(in_col):
309
        in_col = sql_gen.remove_col_rename(in_col)
310
        if isinstance(in_col, sql_gen.Col):
311
            table = in_col.table
312
            if table == in_tables0:
313
                in_col = sql_gen.to_name_only_col(in_col)
314
            elif is_func_result(in_col): in_col = table # omit col name
315
        return strings.ustr(in_col)
316
    
317
    str_ = strings.ustr(out_table)
318
    if is_func:
319
        str_ += '('
320
        
321
        try: value_in_col = mapping['value']
322
        except KeyError:
323
            str_ += ', '.join((strings.ustr(k)+'='+in_col_str(v)
324
                for k, v in mapping.iteritems()))
325
        else: str_ += in_col_str(value_in_col)
326
        
327
        str_ += ')'
328
    else:
329
        out_col = 'rank'
330
        try: in_col = mapping[out_col]
331
        except KeyError: str_ += '_pkeys'
332
        else: # has a rank column, so hierarchical
333
            str_ += '['+strings.ustr(out_col)+'='+in_col_str(in_col)+']'
334
    return str_
335

    
336
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, default=None,
337
    col_defaults={}, on_error=exc.reraise):
338
    '''Recovers from errors.
339
    Only works under PostgreSQL (uses INSERT RETURNING).
340
    IMPORTANT: Must be run at the *beginning* of a transaction.
341
    @param in_tables The main input table to select from, followed by a list of
342
        tables to join with it using the main input table's pkey
343
    @param mapping dict(out_table_col=in_table_col, ...)
344
        * out_table_col: str (*not* sql_gen.Col)
345
        * in_table_col: sql_gen.Col|literal-value
346
    @param default The *output* column to use as the pkey for missing rows.
347
        If this output column does not exist in the mapping, uses None.
348
    @param col_defaults Default values for required columns.
349
    @return sql_gen.Col Where the output pkeys are made available
350
    '''
351
    import psycopg2.extensions
352
    
353
    out_table = sql_gen.as_Table(out_table)
354
    
355
    def log_debug(msg): db.log_debug(msg, level=1.5)
356
    def col_ustr(str_):
357
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
358
    
359
    log_debug('********** New iteration **********')
360
    log_debug('Inserting these input columns into '+strings.as_tt(
361
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
362
    
363
    is_function = sql.function_exists(db, out_table)
364
    
365
    if is_function: row_ct_ref = None # only track inserted rows
366
    
367
    # Warn if inserting empty table rows
368
    if not mapping and not is_function: # functions with no args OK
369
        warnings.warn(UserWarning('Inserting empty table row(s)'))
370
    
371
    if is_function: out_pkey = 'result'
372
    else: out_pkey = sql.pkey_name(db, out_table, recover=True)
373
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
374
    
375
    in_tables_ = copy.copy(in_tables) # don't modify input!
376
    try: in_tables0 = in_tables_.pop(0) # first table is separate
377
    except IndexError: in_tables0 = None
378
    else:
379
        in_pkey = sql.pkey_name(db, in_tables0, recover=True)
380
        in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
381
    
382
    # Determine if can use optimization for only literal values
383
    is_literals = not reduce(operator.or_, map(sql_gen.is_table_col,
384
        mapping.values()), False)
385
    is_literals_or_function = is_literals or is_function
386
    
387
    if in_tables0 == None: errors_table_ = None
388
    else: errors_table_ = errors_table(db, in_tables0)
389
    
390
    # Create input joins from list of input tables
391
    input_joins = [in_tables0]+[sql_gen.Join(v,
392
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
393
    
394
    orig_mapping = mapping.copy()
395
    if mapping == {} and not is_function: # need >= one column for INSERT SELECT
396
        mapping = {out_pkey: None} # ColDict will replace with default value
397
    
398
    if not is_literals:
399
        into = sql_gen.as_Table(into_table_name(out_table, in_tables0, mapping,
400
            is_function))
401
        # Ensure into's out_pkey is different from in_pkey by prepending "out."
402
        if is_function: into_out_pkey = out_pkey
403
        else: into_out_pkey = 'out.'+out_pkey
404
        
405
        # Set column sources
406
        in_cols = filter(sql_gen.is_table_col, mapping.values())
407
        for col in in_cols:
408
            if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
409
        
410
        log_debug('Joining together input tables into temp table')
411
        # Place in new table so don't modify input and for speed
412
        in_table = sql_gen.Table('in')
413
        mapping = dicts.join(mapping, sql.flatten(db, in_table, input_joins,
414
            in_cols, preserve=[in_pkey_col]))
415
        input_joins = [in_table]
416
        db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
417
    
418
    # Wrap mapping in a sql_gen.ColDict.
419
    # sql_gen.ColDict sanitizes both keys and values passed into it.
420
    # Do after applying dicts.join() because that returns a plain dict.
421
    mapping = sql_gen.ColDict(db, out_table, mapping)
422
    
423
    # Save all rows since in_table may have rows deleted
424
    if is_literals: pass
425
    elif is_function: full_in_table = in_table
426
    else:
427
        full_in_table = sql_gen.suffixed_table(in_table, '_full')
428
        sql.copy_table(db, in_table, full_in_table)
429
    
430
    pkeys_table_exists_ref = [False]
431
    def insert_into_pkeys(query, **kw_args):
432
        if pkeys_table_exists_ref[0]:
433
            sql.insert_select(db, into, [in_pkey, into_out_pkey], query,
434
                **kw_args)
435
        else:
436
            sql.run_query_into(db, query, into=into, add_pkey_=True, **kw_args)
437
            pkeys_table_exists_ref[0] = True
438
    
439
    def mk_main_select(joins, cols): return sql.mk_select(db, joins, cols)
440
    
441
    if is_literals: insert_in_table = None
442
    else:
443
        insert_in_table = in_table
444
        insert_in_tables = [insert_in_table]
445
    join_cols = sql_gen.ColDict(db, out_table)
446
    
447
    exc_strs = set()
448
    def log_exc(e):
449
        e_str = exc.str_(e, first_line_only=True)
450
        log_debug('Caught exception: '+e_str)
451
        if e_str in exc_strs: # avoid infinite loops
452
            log_debug('Exception already seen, handler broken')
453
            on_error(e)
454
            remove_all_rows()
455
        else: exc_strs.add(e_str)
456
    
457
    ignore_all_ref = [False]
458
    def remove_all_rows():
459
        log_debug('Ignoring all rows')
460
        ignore_all_ref[0] = True # just return the default value column
461
    
462
    def ensure_cond(cond, e, passed=False, failed=False):
463
        if is_literals: # we know the constraint was applied exactly once
464
            if passed: pass
465
            elif failed: remove_all_rows()
466
            else: raise NotImplementedError()
467
        else:
468
            out_table_cols = sql_gen.ColDict(db, out_table)
469
            out_table_cols.update(util.dict_subset_right_join({},
470
                sql.table_col_names(db, out_table)))
471
            
472
            in_cols = []
473
            cond = sql_gen.map_expr(db, cond, mapping, in_cols)
474
            cond = sql_gen.map_expr(db, cond, out_table_cols)
475
            
476
            not_cond = sql_gen.NotCond(sql_gen.CustomCode(cond))
477
            log_debug('Ignoring rows that do not satisfy '+strings.as_tt(cond))
478
            cur = None
479
            if cond == sql_gen.false_expr:
480
                assert failed
481
                remove_all_rows()
482
            elif cond == sql_gen.true_expr: assert passed
483
            else: cur = sql.delete(db, insert_in_table, not_cond)
484
            
485
            if failed or cur.rowcount > 0: # only if any rows failed cond
486
                track_data_error(db, errors_table_,
487
                    sql_gen.cross_join_srcs(in_cols), None, e.cause.pgcode,
488
                    strings.ensure_newl(e.cause.pgerror)+'condition: '+cond)
489
    
490
    not_null_cols = set()
491
    def ignore(in_col, value, e):
492
        if sql_gen.is_table_col(in_col):
493
            in_col = sql_gen.with_table(in_col, insert_in_table)
494
            
495
            track_data_error(db, errors_table_, in_col.srcs, value,
496
                e.cause.pgcode, e.cause.pgerror)
497
            
498
            sql.add_index(db, in_col, insert_in_table) # enable fast filtering
499
            if value != None and in_col not in not_null_cols:
500
                log_debug('Replacing invalid value '
501
                    +strings.as_tt(strings.urepr(value))+' with NULL in column '
502
                    +strings.as_tt(in_col.to_str(db)))
503
                sql.update(db, insert_in_table, [(in_col, None)],
504
                    sql_gen.ColValueCond(in_col, value))
505
            else:
506
                log_debug('Ignoring rows with '+strings.as_tt(in_col.to_str(db))
507
                    +' = '+strings.as_tt(strings.urepr(value)))
508
                sql.delete(db, insert_in_table,
509
                    sql_gen.ColValueCond(in_col, value))
510
                if value == None: not_null_cols.add(in_col)
511
        else:
512
            assert isinstance(in_col, sql_gen.NamedCol)
513
            in_value = sql_gen.remove_col_rename(in_col)
514
            assert sql_gen.is_literal(in_value)
515
            if value == in_value.value:
516
                if value != None:
517
                    log_debug('Replacing invalid literal '
518
                        +strings.as_tt(in_col.to_str(db))+' with NULL')
519
                    mapping[in_col.name] = None
520
                else:
521
                    remove_all_rows()
522
            # otherwise, all columns were being ignore()d because the specific
523
            # column couldn't be identified, and this was not the invalid column
524
    
525
    if not is_literals:
526
        def insert_pkeys_table(which):
527
            return sql_gen.Table(sql_gen.concat(in_table.name,
528
                '_insert_'+which+'_pkeys'))
529
        insert_out_pkeys = insert_pkeys_table('out')
530
        insert_in_pkeys = insert_pkeys_table('in')
531
    
532
    def mk_func_call():
533
        args = dict(((k.name, v) for k, v in mapping.iteritems()))
534
        return sql_gen.FunctionCall(out_table, **args), args
535
        
536
    if is_function and not is_literals:
537
        log_debug('Defining wrapper function')
538
        
539
        func_call, args = mk_func_call()
540
        func_call = sql_gen.NamedCol(into_out_pkey, func_call)
541
        
542
        # Create empty pkeys table so its row type can be used
543
        insert_into_pkeys(sql.mk_select(db, input_joins,
544
            [in_pkey_col, func_call], limit=0), recover=True)
545
        result_type = db.col_info(sql_gen.Col(into_out_pkey, into)).type
546
        
547
        ## Create error handling wrapper function
548
        
549
        wrapper = db.TempFunction(sql_gen.concat(into.name, '_wrap'))
550
        
551
        select_cols = [in_pkey_col]+args.values()
552
        row_var = copy.copy(sql_gen.row_var)
553
        row_var.set_srcs([in_table])
554
        in_pkey_var = sql_gen.Col(in_pkey, row_var)
555
        
556
        args = dict(((k, sql_gen.with_table(v, row_var))
557
            for k, v in args.iteritems()))
558
        func_call = sql_gen.FunctionCall(out_table, **args)
559
        
560
        def mk_return(result):
561
            return sql_gen.ReturnQuery(sql.mk_select(db,
562
                fields=[in_pkey_var, result], explain=False))
563
        exc_handler = func_wrapper_exception_handler(db,
564
            mk_return(sql_gen.Cast(result_type, None)), args.values(),
565
            errors_table_)
566
        
567
        sql.define_func(db, sql_gen.FunctionDef(wrapper, sql_gen.SetOf(into),
568
            sql_gen.RowExcIgnore(sql_gen.RowType(in_table),
569
                sql.mk_select(db, input_joins), mk_return(func_call),
570
                exc_handler=exc_handler)
571
            ))
572
        wrapper_table = sql_gen.FunctionCall(wrapper)
573
    
574
    missing_msg = None
575
    
576
    # Do inserts and selects
577
    while True:
578
        has_joins = join_cols != {}
579
        
580
        if ignore_all_ref[0]: break # unrecoverable error, so don't do main case
581
        
582
        # Prepare to insert new rows
583
        if is_function:
584
            log_debug('Calling function on input rows')
585
            if is_literals: func_call, args = mk_func_call()
586
        else:
587
            log_debug('Trying to insert new rows')
588
            insert_args = dict(recover=True, cacheable=False)
589
            if has_joins:
590
                insert_args.update(dict(ignore=True))
591
            else:
592
                insert_args.update(dict(returning=out_pkey))
593
                if not is_literals:
594
                    insert_args.update(dict(into=insert_out_pkeys))
595
            main_select = mk_main_select([insert_in_table], [sql_gen.with_table(
596
                c, insert_in_table) for c in mapping.values()])
597
        
598
        try:
599
            cur = None
600
            if is_function:
601
                if is_literals:
602
                    cur = sql.select(db, fields=[func_call], recover=True,
603
                        cacheable=True)
604
                else:
605
                    insert_into_pkeys(sql.mk_select(db, wrapper_table,
606
                        order_by=None), recover=True)
607
            else:
608
                cur = sql.insert_select(db, out_table, mapping.keys(),
609
                    main_select, **insert_args)
610
            break # insert successful
611
        except sql.MissingCastException, e:
612
            log_exc(e)
613
            
614
            type_ = e.type
615
            if e.col == None: out_cols = mapping.keys()
616
            else: out_cols = [e.col]
617
            
618
            for out_col in out_cols:
619
                log_debug('Casting '+strings.as_tt(strings.repr_no_u(out_col))
620
                    +' input to '+strings.as_tt(type_))
621
                in_col = mapping[out_col]
622
                while True:
623
                    try:
624
                        mapping[out_col] = cast_temp_col(db, type_, in_col,
625
                            errors_table_)
626
                        break # cast successful
627
                    except sql.InvalidValueException, e:
628
                        log_exc(e)
629
                        
630
                        ignore(in_col, e.value, e)
631
        except sql.DuplicateKeyException, e:
632
            log_exc(e)
633
            
634
            # Different rows violating different unique constraints not
635
            # supported
636
            assert not join_cols
637
            
638
            if e.cond != None: ensure_cond(e.cond, e, passed=True)
639
            
640
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
641
            log_debug('Ignoring existing rows, comparing on these columns:\n'
642
                +strings.as_inline_table(join_cols, ustr=col_ustr))
643
            
644
            if is_literals:
645
                return sql.value(sql.select(db, out_table, [out_pkey_col],
646
                    join_cols, order_by=None))
647
            
648
            # Uniquify input table to avoid internal duplicate keys
649
            insert_in_table = sql.distinct_table(db, insert_in_table,
650
                join_cols.values())
651
            insert_in_tables.append(insert_in_table)
652
        except sql.NullValueException, e:
653
            log_exc(e)
654
            
655
            out_col, = e.cols
656
            try: in_col = mapping[out_col]
657
            except KeyError, e:
658
                try: in_col = mapping[out_col] = col_defaults[out_col]
659
                except KeyError:
660
                    missing_msg = 'Missing mapping for NOT NULL column '+out_col
661
                    log_debug(missing_msg)
662
                    remove_all_rows()
663
            else: ignore(in_col, None, e)
664
        except sql.CheckException, e:
665
            log_exc(e)
666
            
667
            ensure_cond(e.cond, e, failed=True)
668
        except sql.InvalidValueException, e:
669
            log_exc(e)
670
            
671
            for in_col in mapping.values(): ignore(in_col, e.value, e)
672
        except psycopg2.extensions.TransactionRollbackError, e:
673
            log_exc(e)
674
            # retry
675
        except sql.DatabaseErrors, e:
676
            log_exc(e)
677
            
678
            log_debug('No handler for exception')
679
            on_error(e)
680
            remove_all_rows()
681
        # after exception handled, rerun loop with additional constraints
682
    
683
    # Resolve default value column
684
    if default != None:
685
        if ignore_all_ref[0]: mapping.update(orig_mapping) # use input cols
686
        try: default = mapping[default]
687
        except KeyError:
688
            db.log_debug('Default value column '
689
                +strings.as_tt(strings.repr_no_u(default))
690
                +' does not exist in mapping, falling back to None', level=2.1)
691
            default = None
692
        else: default = sql_gen.remove_col_rename(default)
693
    
694
    if missing_msg != None and default == None:
695
        warnings.warn(UserWarning(missing_msg))
696
        # not an error because sometimes the mappings include
697
        # extra tables which aren't used by the dataset
698
    
699
    # Handle unrecoverable errors
700
    if ignore_all_ref[0]:
701
        log_debug('Returning default: '+strings.as_tt(strings.urepr(default)))
702
        return default
703
    
704
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
705
        row_ct_ref[0] += cur.rowcount
706
    
707
    if is_literals: return sql.value(cur)
708
    
709
    if is_function: pass # pkeys table already created
710
    elif has_joins:
711
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
712
        log_debug('Getting output table pkeys of existing/inserted rows')
713
        insert_into_pkeys(sql.mk_select(db, select_joins, [in_pkey_col,
714
            sql_gen.NamedCol(into_out_pkey, out_pkey_col)], order_by=None))
715
    else:
716
        sql.add_row_num(db, insert_out_pkeys) # for joining with input pkeys
717
        
718
        log_debug('Getting input table pkeys of inserted rows')
719
        # Note that mk_main_select() does not use ORDER BY. Instead, assume that
720
        # since the SELECT query is identical to the one used in INSERT SELECT,
721
        # its rows will be retrieved in the same order.
722
        sql.run_query_into(db, mk_main_select(input_joins, [in_pkey]),
723
            into=insert_in_pkeys)
724
        sql.add_row_num(db, insert_in_pkeys) # for joining with output pkeys
725
        
726
        assert sql.table_row_count(db, insert_out_pkeys) == sql.table_row_count(
727
            db, insert_in_pkeys)
728
        
729
        log_debug('Combining output and input pkeys in inserted order')
730
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
731
            {sql.row_num_col: sql_gen.join_same_not_null})]
732
        in_col = sql_gen.Col(in_pkey, insert_in_pkeys)
733
        out_col = sql_gen.NamedCol(into_out_pkey,
734
            sql_gen.Col(out_pkey, insert_out_pkeys))
735
        insert_into_pkeys(sql.mk_select(db, pkey_joins, [in_col, out_col],
736
            order_by=None))
737
        
738
        sql.empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
739
    
740
    if not is_function: # is_function doesn't leave holes
741
        log_debug('Setting pkeys of missing rows to '
742
            +strings.as_tt(strings.urepr(default)))
743
        if sql_gen.is_table_col(default):
744
            default = sql_gen.with_table(default, full_in_table)
745
        missing_rows_joins = [full_in_table, sql_gen.Join(into,
746
            {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
747
            # must use join_same_not_null or query will take forever
748
        insert_into_pkeys(sql.mk_select(db, missing_rows_joins,
749
            [sql_gen.Col(in_pkey, full_in_table),
750
            sql_gen.NamedCol(into_out_pkey, default)], order_by=None))
751
    # otherwise, there is already an entry for every row
752
    
753
    assert (sql.table_row_count(db, into)
754
        == sql.table_row_count(db, full_in_table))
755
    
756
    sql.empty_temp(db, insert_in_tables+[full_in_table])
757
    
758
    srcs = []
759
    if is_function: srcs = sql_gen.cols_srcs(in_cols)
760
    return sql_gen.Col(into_out_pkey, into, srcs)
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