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

    
288
def put(db, table, row, pkey_=None, row_ct_ref=None):
289
    '''Recovers from errors.
290
    Only works under PostgreSQL (uses INSERT RETURNING).
291
    '''
292
    return put_table(db, table, [], row, row_ct_ref)
293

    
294
def get(db, table, row, pkey, row_ct_ref=None, create=False):
295
    '''Recovers from errors'''
296
    try:
297
        return sql.value(sql.select(db, table, [pkey], row, limit=1,
298
            recover=True))
299
    except StopIteration:
300
        if not create: raise
301
        return put(db, table, row, pkey, row_ct_ref) # insert new row
302

    
303
def is_func_result(col):
304
    return col.table.name.find('(') >= 0 and col.name == 'result'
305

    
306
def into_table_name(out_table, in_tables0, mapping, is_func):
307
    def in_col_str(in_col):
308
        in_col = sql_gen.remove_col_rename(in_col)
309
        if isinstance(in_col, sql_gen.Col):
310
            table = in_col.table
311
            if table == in_tables0:
312
                in_col = sql_gen.to_name_only_col(in_col)
313
            elif is_func_result(in_col): in_col = table # omit col name
314
        return strings.ustr(in_col)
315
    
316
    str_ = strings.ustr(out_table)
317
    if is_func:
318
        str_ += '('
319
        
320
        try: value_in_col = mapping['value']
321
        except KeyError:
322
            str_ += ', '.join((strings.ustr(k)+'='+in_col_str(v)
323
                for k, v in mapping.iteritems()))
324
        else: str_ += in_col_str(value_in_col)
325
        
326
        str_ += ')'
327
    else:
328
        out_col = 'rank'
329
        try: in_col = mapping[out_col]
330
        except KeyError: str_ += '_pkeys'
331
        else: # has a rank column, so hierarchical
332
            str_ += '['+strings.ustr(out_col)+'='+in_col_str(in_col)+']'
333
    return str_
334

    
335
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, default=None,
336
    col_defaults={}, on_error=exc.reraise):
337
    '''Recovers from errors.
338
    Only works under PostgreSQL (uses INSERT RETURNING).
339
    IMPORTANT: Must be run at the *beginning* of a transaction.
340
    @param in_tables The main input table to select from, followed by a list of
341
        tables to join with it using the main input table's pkey
342
    @param mapping dict(out_table_col=in_table_col, ...)
343
        * out_table_col: str (*not* sql_gen.Col)
344
        * in_table_col: sql_gen.Col|literal-value
345
    @param default The *output* column to use as the pkey for missing rows.
346
        If this output column does not exist in the mapping, uses None.
347
    @param col_defaults Default values for required columns.
348
    @return sql_gen.Col Where the output pkeys are made available
349
    '''
350
    import psycopg2.extensions
351
    
352
    out_table = sql_gen.as_Table(out_table)
353
    
354
    def log_debug(msg): db.log_debug(msg, level=1.5)
355
    def col_ustr(str_):
356
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
357
    
358
    log_debug('********** New iteration **********')
359
    log_debug('Inserting these input columns into '+strings.as_tt(
360
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
361
    
362
    is_function = sql.function_exists(db, out_table)
363
    
364
    if is_function: row_ct_ref = None # only track inserted rows
365
    
366
    # Warn if inserting empty table rows
367
    if not mapping and not is_function: # functions with no args OK
368
        warnings.warn(UserWarning('Inserting empty table row(s)'))
369
    
370
    if is_function: out_pkey = 'result'
371
    else: out_pkey = sql.pkey_name(db, out_table, recover=True)
372
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
373
    
374
    in_tables_ = copy.copy(in_tables) # don't modify input!
375
    try: in_tables0 = in_tables_.pop(0) # first table is separate
376
    except IndexError: in_tables0 = None
377
    else:
378
        in_pkey = sql.pkey_name(db, in_tables0, recover=True)
379
        in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
380
    
381
    # Determine if can use optimization for only literal values
382
    is_literals = not reduce(operator.or_, map(sql_gen.is_table_col,
383
        mapping.values()), False)
384
    is_literals_or_function = is_literals or is_function
385
    
386
    if in_tables0 == None: errors_table_ = None
387
    else: errors_table_ = errors_table(db, in_tables0)
388
    
389
    # Create input joins from list of input tables
390
    input_joins = [in_tables0]+[sql_gen.Join(v,
391
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
392
    
393
    orig_mapping = mapping.copy()
394
    if mapping == {} and not is_function: # need >= one column for INSERT SELECT
395
        mapping = {out_pkey: None} # ColDict will replace with default value
396
    
397
    if not is_literals:
398
        into = sql_gen.as_Table(into_table_name(out_table, in_tables0, mapping,
399
            is_function))
400
        # Ensure into's out_pkey is different from in_pkey by prepending "out."
401
        if is_function: into_out_pkey = out_pkey
402
        else: into_out_pkey = 'out.'+out_pkey
403
        
404
        # Set column sources
405
        in_cols = filter(sql_gen.is_table_col, mapping.values())
406
        for col in in_cols:
407
            if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
408
        
409
        log_debug('Joining together input tables into temp table')
410
        # Place in new table so don't modify input and for speed
411
        in_table = sql_gen.Table('in')
412
        mapping = dicts.join(mapping, sql.flatten(db, in_table, input_joins,
413
            in_cols, preserve=[in_pkey_col]))
414
        input_joins = [in_table]
415
        db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
416
    
417
    # Wrap mapping in a sql_gen.ColDict.
418
    # sql_gen.ColDict sanitizes both keys and values passed into it.
419
    # Do after applying dicts.join() because that returns a plain dict.
420
    mapping = sql_gen.ColDict(db, out_table, mapping)
421
    
422
    # Save all rows since in_table may have rows deleted
423
    if is_literals: pass
424
    elif is_function: full_in_table = in_table
425
    else:
426
        full_in_table = sql_gen.suffixed_table(in_table, '_full')
427
        sql.copy_table(db, in_table, full_in_table)
428
    
429
    pkeys_table_exists_ref = [False]
430
    def insert_into_pkeys(query, **kw_args):
431
        if pkeys_table_exists_ref[0]:
432
            sql.insert_select(db, into, [in_pkey, into_out_pkey], query,
433
                **kw_args)
434
        else:
435
            sql.run_query_into(db, query, into=into, add_pkey_=True, **kw_args)
436
            pkeys_table_exists_ref[0] = True
437
    
438
    def mk_main_select(joins, cols): return sql.mk_select(db, joins, cols)
439
    
440
    if is_literals: insert_in_table = None
441
    else:
442
        insert_in_table = in_table
443
        insert_in_tables = [insert_in_table]
444
    join_cols = sql_gen.ColDict(db, out_table)
445
    
446
    exc_strs = set()
447
    def log_exc(e):
448
        e_str = exc.str_(e, first_line_only=True)
449
        log_debug('Caught exception: '+e_str)
450
        if e_str in exc_strs: # avoid infinite loops
451
            log_debug('Exception already seen, handler broken')
452
            on_error(e)
453
            remove_all_rows()
454
        else: exc_strs.add(e_str)
455
    
456
    ignore_all_ref = [False]
457
    def remove_all_rows():
458
        log_debug('Ignoring all rows')
459
        ignore_all_ref[0] = True # just return the default value column
460
    
461
    def ensure_cond(cond, e, passed=False, failed=False):
462
        if is_literals: # we know the constraint was applied exactly once
463
            if passed: pass
464
            elif failed: remove_all_rows()
465
            else: raise NotImplementedError()
466
        else:
467
            out_table_cols = sql_gen.ColDict(db, out_table)
468
            out_table_cols.update(util.dict_subset_right_join({},
469
                sql.table_col_names(db, out_table)))
470
            
471
            in_cols = []
472
            cond = sql_gen.map_expr(db, cond, mapping, in_cols)
473
            cond = sql_gen.map_expr(db, cond, out_table_cols)
474
            
475
            not_cond = sql_gen.NotCond(sql_gen.CustomCode(cond))
476
            log_debug('Ignoring rows that do not satisfy '+strings.as_tt(cond))
477
            cur = None
478
            if cond == sql_gen.false_expr:
479
                assert failed
480
                remove_all_rows()
481
            elif cond == sql_gen.true_expr: assert passed
482
            else: cur = sql.delete(db, insert_in_table, not_cond)
483
            
484
            if failed or cur.rowcount > 0: # only if any rows failed cond
485
                track_data_error(db, errors_table_,
486
                    sql_gen.cross_join_srcs(in_cols), None, e.cause.pgcode,
487
                    strings.ensure_newl(e.cause.pgerror)+'condition: '+cond)
488
    
489
    not_null_cols = set()
490
    def ignore(in_col, value, e):
491
        if sql_gen.is_table_col(in_col):
492
            in_col = sql_gen.with_table(in_col, insert_in_table)
493
            
494
            track_data_error(db, errors_table_, in_col.srcs, value,
495
                e.cause.pgcode, e.cause.pgerror)
496
            
497
            sql.add_index(db, in_col, insert_in_table) # enable fast filtering
498
            if value != None and in_col not in not_null_cols:
499
                log_debug('Replacing invalid value '
500
                    +strings.as_tt(strings.urepr(value))+' with NULL in column '
501
                    +strings.as_tt(in_col.to_str(db)))
502
                sql.update(db, insert_in_table, [(in_col, None)],
503
                    sql_gen.ColValueCond(in_col, value))
504
            else:
505
                log_debug('Ignoring rows with '+strings.as_tt(in_col.to_str(db))
506
                    +' = '+strings.as_tt(strings.urepr(value)))
507
                sql.delete(db, insert_in_table,
508
                    sql_gen.ColValueCond(in_col, value))
509
                if value == None: not_null_cols.add(in_col)
510
        else:
511
            assert isinstance(in_col, sql_gen.NamedCol)
512
            in_value = sql_gen.remove_col_rename(in_col)
513
            assert sql_gen.is_literal(in_value)
514
            if value == in_value.value:
515
                if value != None:
516
                    log_debug('Replacing invalid literal '
517
                        +strings.as_tt(in_col.to_str(db))+' with NULL')
518
                    mapping[in_col.name] = None
519
                else:
520
                    remove_all_rows()
521
            # otherwise, all columns were being ignore()d because the specific
522
            # column couldn't be identified, and this was not the invalid column
523
    
524
    if not is_literals:
525
        def insert_pkeys_table(which):
526
            return sql_gen.Table(sql_gen.concat(in_table.name,
527
                '_insert_'+which+'_pkeys'))
528
        insert_out_pkeys = insert_pkeys_table('out')
529
        insert_in_pkeys = insert_pkeys_table('in')
530
    
531
    def mk_func_call():
532
        args = dict(((k.name, v) for k, v in mapping.iteritems()))
533
        return sql_gen.FunctionCall(out_table, **args), args
534
        
535
    if is_function and not is_literals:
536
        log_debug('Defining wrapper function')
537
        
538
        func_call, args = mk_func_call()
539
        func_call = sql_gen.NamedCol(into_out_pkey, func_call)
540
        
541
        # Create empty pkeys table so its row type can be used
542
        insert_into_pkeys(sql.mk_select(db, input_joins,
543
            [in_pkey_col, func_call], limit=0), recover=True)
544
        result_type = db.col_info(sql_gen.Col(into_out_pkey, into)).type
545
        
546
        ## Create error handling wrapper function
547
        
548
        wrapper = db.TempFunction(sql_gen.concat(into.name, '_wrap'))
549
        
550
        select_cols = [in_pkey_col]+args.values()
551
        row_var = copy.copy(sql_gen.row_var)
552
        row_var.set_srcs([in_table])
553
        in_pkey_var = sql_gen.Col(in_pkey, row_var)
554
        
555
        args = dict(((k, sql_gen.with_table(v, row_var))
556
            for k, v in args.iteritems()))
557
        func_call = sql_gen.FunctionCall(out_table, **args)
558
        
559
        def mk_return(result):
560
            return sql_gen.ReturnQuery(sql.mk_select(db,
561
                fields=[in_pkey_var, result], explain=False))
562
        exc_handler = func_wrapper_exception_handler(db,
563
            mk_return(sql_gen.Cast(result_type, None)), args.values(),
564
            errors_table_)
565
        
566
        sql.define_func(db, sql_gen.FunctionDef(wrapper, sql_gen.SetOf(into),
567
            sql_gen.RowExcIgnore(sql_gen.RowType(in_table),
568
                sql.mk_select(db, input_joins), mk_return(func_call),
569
                exc_handler=exc_handler)
570
            ))
571
        wrapper_table = sql_gen.FunctionCall(wrapper)
572
    
573
    missing_msg = None
574
    
575
    # Do inserts and selects
576
    while True:
577
        has_joins = join_cols != {}
578
        
579
        if ignore_all_ref[0]: break # unrecoverable error, so don't do main case
580
        
581
        # Prepare to insert new rows
582
        if is_function:
583
            log_debug('Calling function on input rows')
584
            if is_literals: func_call, args = mk_func_call()
585
        else:
586
            log_debug('Trying to insert new rows')
587
            insert_args = dict(recover=True, cacheable=False)
588
            if has_joins:
589
                insert_args.update(dict(ignore=True))
590
            else:
591
                insert_args.update(dict(returning=out_pkey))
592
                if not is_literals:
593
                    insert_args.update(dict(into=insert_out_pkeys))
594
            main_select = mk_main_select([insert_in_table], [sql_gen.with_table(
595
                c, insert_in_table) for c in mapping.values()])
596
        
597
        try:
598
            cur = None
599
            if is_function:
600
                if is_literals:
601
                    cur = sql.select(db, fields=[func_call], recover=True,
602
                        cacheable=True)
603
                else:
604
                    insert_into_pkeys(sql.mk_select(db, wrapper_table,
605
                        order_by=None), recover=True)
606
            else:
607
                cur = sql.insert_select(db, out_table, mapping.keys(),
608
                    main_select, **insert_args)
609
            break # insert successful
610
        except sql.MissingCastException, e:
611
            log_exc(e)
612
            
613
            type_ = e.type
614
            if e.col == None: out_cols = mapping.keys()
615
            else: out_cols = [e.col]
616
            
617
            for out_col in out_cols:
618
                log_debug('Casting '+strings.as_tt(strings.repr_no_u(out_col))
619
                    +' input to '+strings.as_tt(type_))
620
                in_col = mapping[out_col]
621
                while True:
622
                    try:
623
                        mapping[out_col] = cast_temp_col(db, type_, in_col,
624
                            errors_table_)
625
                        break # cast successful
626
                    except sql.InvalidValueException, e:
627
                        log_exc(e)
628
                        
629
                        ignore(in_col, e.value, e)
630
        except sql.DuplicateKeyException, e:
631
            log_exc(e)
632
            
633
            # Different rows violating different unique constraints not
634
            # supported
635
            assert not join_cols
636
            
637
            if e.cond != None: ensure_cond(e.cond, e, passed=True)
638
            
639
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
640
            log_debug('Ignoring existing rows, comparing on these columns:\n'
641
                +strings.as_inline_table(join_cols, ustr=col_ustr))
642
            
643
            if is_literals:
644
                return sql.value(sql.select(db, out_table, [out_pkey_col],
645
                    join_cols, order_by=None))
646
            
647
            # Uniquify input table to avoid internal duplicate keys
648
            insert_in_table = sql.distinct_table(db, insert_in_table,
649
                join_cols.values())
650
            insert_in_tables.append(insert_in_table)
651
        except sql.NullValueException, e:
652
            log_exc(e)
653
            
654
            out_col, = e.cols
655
            try: in_col = mapping[out_col]
656
            except KeyError, e:
657
                try: in_col = mapping[out_col] = col_defaults[out_col]
658
                except KeyError:
659
                    missing_msg = 'Missing mapping for NOT NULL column '+out_col
660
                    log_debug(missing_msg)
661
                    remove_all_rows()
662
            else: ignore(in_col, None, e)
663
        except sql.CheckException, e:
664
            log_exc(e)
665
            
666
            ensure_cond(e.cond, e, failed=True)
667
        except sql.InvalidValueException, e:
668
            log_exc(e)
669
            
670
            for in_col in mapping.values(): ignore(in_col, e.value, e)
671
        except psycopg2.extensions.TransactionRollbackError, e:
672
            log_exc(e)
673
            # retry
674
        except sql.DatabaseErrors, e:
675
            log_exc(e)
676
            
677
            log_debug('No handler for exception')
678
            on_error(e)
679
            remove_all_rows()
680
        # after exception handled, rerun loop with additional constraints
681
    
682
    # Resolve default value column
683
    if default != None:
684
        if ignore_all_ref[0]: mapping.update(orig_mapping) # use input cols
685
        try: default = mapping[default]
686
        except KeyError:
687
            db.log_debug('Default value column '
688
                +strings.as_tt(strings.repr_no_u(default))
689
                +' does not exist in mapping, falling back to None', level=2.1)
690
            default = None
691
        else: default = sql_gen.remove_col_rename(default)
692
    
693
    if missing_msg != None and default == None:
694
        warnings.warn(UserWarning(missing_msg))
695
        # not an error because sometimes the mappings include
696
        # extra tables which aren't used by the dataset
697
    
698
    # Handle unrecoverable errors
699
    if ignore_all_ref[0]:
700
        log_debug('Returning default: '+strings.as_tt(strings.urepr(default)))
701
        return default
702
    
703
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
704
        row_ct_ref[0] += cur.rowcount
705
    
706
    if is_literals: return sql.value(cur)
707
    
708
    if is_function: pass # pkeys table already created
709
    elif has_joins:
710
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
711
        log_debug('Getting output table pkeys of existing/inserted rows')
712
        insert_into_pkeys(sql.mk_select(db, select_joins, [in_pkey_col,
713
            sql_gen.NamedCol(into_out_pkey, out_pkey_col)], order_by=None))
714
    else:
715
        sql.add_row_num(db, insert_out_pkeys) # for joining with input pkeys
716
        
717
        log_debug('Getting input table pkeys of inserted rows')
718
        # Note that mk_main_select() does not use ORDER BY. Instead, assume that
719
        # since the SELECT query is identical to the one used in INSERT SELECT,
720
        # its rows will be retrieved in the same order.
721
        sql.run_query_into(db, mk_main_select(input_joins, [in_pkey]),
722
            into=insert_in_pkeys)
723
        sql.add_row_num(db, insert_in_pkeys) # for joining with output pkeys
724
        
725
        assert sql.table_row_count(db, insert_out_pkeys) == sql.table_row_count(
726
            db, insert_in_pkeys)
727
        
728
        log_debug('Combining output and input pkeys in inserted order')
729
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
730
            {sql.row_num_col: sql_gen.join_same_not_null})]
731
        in_col = sql_gen.Col(in_pkey, insert_in_pkeys)
732
        out_col = sql_gen.NamedCol(into_out_pkey,
733
            sql_gen.Col(out_pkey, insert_out_pkeys))
734
        insert_into_pkeys(sql.mk_select(db, pkey_joins, [in_col, out_col],
735
            order_by=None))
736
        
737
        sql.empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
738
    
739
    if not is_function: # is_function doesn't leave holes
740
        log_debug('Setting pkeys of missing rows to '
741
            +strings.as_tt(strings.urepr(default)))
742
        if sql_gen.is_table_col(default):
743
            default = sql_gen.with_table(default, full_in_table)
744
        missing_rows_joins = [full_in_table, sql_gen.Join(into,
745
            {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
746
            # must use join_same_not_null or query will take forever
747
        insert_into_pkeys(sql.mk_select(db, missing_rows_joins,
748
            [sql_gen.Col(in_pkey, full_in_table),
749
            sql_gen.NamedCol(into_out_pkey, default)], order_by=None))
750
    # otherwise, there is already an entry for every row
751
    
752
    assert (sql.table_row_count(db, into)
753
        == sql.table_row_count(db, full_in_table))
754
    
755
    sql.empty_temp(db, insert_in_tables+[full_in_table])
756
    
757
    srcs = []
758
    if is_function: srcs = sql_gen.cols_srcs(in_cols)
759
    return sql_gen.Col(into_out_pkey, into, srcs)
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