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# Database import/export
2

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

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

    
18
##### Exceptions
19

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

    
23
##### Data cleanup
24

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

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

    
56
##### Error tracking
57

    
58
def track_data_error(db, errors_table, cols, value, error_code, error):
59
    '''
60
    @param errors_table If None, does nothing.
61
    '''
62
    if errors_table == None 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
    typed_cols.insert(0, row_num_col_def)
272
    header.insert(0, row_num_col_def.name)
273
    reader = csvs.RowNumFilter(reader)
274
    
275
    log('Creating table')
276
    # Note that this is not rolled back if the import fails. Instead, it is
277
    # cached, and will not be re-run if the import is retried.
278
    sql.create_table(db, table, typed_cols, has_pkey=False, col_indexes=False)
279
    
280
    # Free memory used by deleted (rolled back) rows from any failed import.
281
    # This MUST be run so that the rows will be stored in inserted order, and
282
    # the row_num added after import will match up with the CSV's row order.
283
    sql.truncate(db, table)
284
    
285
    # Load the data
286
    def load(): append_csv(db, table, reader, header)
287
    sql.with_savepoint(db, load)
288
    
289
    cleanup_table(db, table)
290

    
291
def put(db, table, row, pkey_=None, row_ct_ref=None):
292
    '''Recovers from errors.
293
    Only works under PostgreSQL (uses INSERT RETURNING).
294
    '''
295
    return put_table(db, table, [], row, row_ct_ref)
296

    
297
def get(db, table, row, pkey, row_ct_ref=None, create=False):
298
    '''Recovers from errors'''
299
    try:
300
        return sql.value(sql.select(db, table, [pkey], row, limit=1,
301
            recover=True))
302
    except StopIteration:
303
        if not create: raise
304
        return put(db, table, row, pkey, row_ct_ref) # insert new row
305

    
306
def is_func_result(col):
307
    return col.table.name.find('(') >= 0 and col.name == 'result'
308

    
309
def into_table_name(out_table, in_tables0, mapping, is_func):
310
    def in_col_str(in_col):
311
        in_col = sql_gen.remove_col_rename(in_col)
312
        if isinstance(in_col, sql_gen.Col):
313
            table = in_col.table
314
            if table == in_tables0:
315
                in_col = sql_gen.to_name_only_col(in_col)
316
            elif is_func_result(in_col): in_col = table # omit col name
317
        return strings.ustr(in_col)
318
    
319
    str_ = strings.ustr(out_table)
320
    if is_func:
321
        str_ += '('
322
        
323
        try: value_in_col = mapping['value']
324
        except KeyError:
325
            str_ += ', '.join((strings.ustr(k)+'='+in_col_str(v)
326
                for k, v in mapping.iteritems()))
327
        else: str_ += in_col_str(value_in_col)
328
        
329
        str_ += ')'
330
    else:
331
        out_col = 'rank'
332
        try: in_col = mapping[out_col]
333
        except KeyError: str_ += '_pkeys'
334
        else: # has a rank column, so hierarchical
335
            str_ += '['+strings.ustr(out_col)+'='+in_col_str(in_col)+']'
336
    return str_
337

    
338
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, default=None,
339
    col_defaults={}, on_error=exc.reraise):
340
    '''Recovers from errors.
341
    Only works under PostgreSQL (uses INSERT RETURNING).
342
    IMPORTANT: Must be run at the *beginning* of a transaction.
343
    @param in_tables The main input table to select from, followed by a list of
344
        tables to join with it using the main input table's pkey
345
    @param mapping dict(out_table_col=in_table_col, ...)
346
        * out_table_col: str (*not* sql_gen.Col)
347
        * in_table_col: sql_gen.Col|literal-value
348
    @param default The *output* column to use as the pkey for missing rows.
349
        If this output column does not exist in the mapping, uses None.
350
    @param col_defaults Default values for required columns.
351
    @return sql_gen.Col Where the output pkeys are made available
352
    '''
353
    import psycopg2.extensions
354
    
355
    out_table = sql_gen.as_Table(out_table)
356
    
357
    def log_debug(msg): db.log_debug(msg, level=1.5)
358
    def col_ustr(str_):
359
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
360
    
361
    log_debug('********** New iteration **********')
362
    log_debug('Inserting these input columns into '+strings.as_tt(
363
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
364
    
365
    is_function = sql.function_exists(db, out_table)
366
    
367
    if is_function: row_ct_ref = None # only track inserted rows
368
    
369
    # Warn if inserting empty table rows
370
    if not mapping and not is_function: # functions with no args OK
371
        warnings.warn(UserWarning('Inserting empty table row(s)'))
372
    
373
    if is_function: out_pkey = 'result'
374
    else: out_pkey = sql.pkey_name(db, out_table, recover=True)
375
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
376
    
377
    in_tables_ = copy.copy(in_tables) # don't modify input!
378
    try: in_tables0 = in_tables_.pop(0) # first table is separate
379
    except IndexError: in_tables0 = None
380
    else:
381
        in_pkey = sql.pkey_name(db, in_tables0, recover=True)
382
        in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
383
    
384
    # Determine if can use optimization for only literal values
385
    is_literals = not reduce(operator.or_, map(sql_gen.is_table_col,
386
        mapping.values()), False)
387
    is_literals_or_function = is_literals or is_function
388
    
389
    if in_tables0 == None: errors_table_ = None
390
    else: errors_table_ = errors_table(db, in_tables0)
391
    
392
    # Create input joins from list of input tables
393
    input_joins = [in_tables0]+[sql_gen.Join(v,
394
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
395
    
396
    orig_mapping = mapping.copy()
397
    if mapping == {} and not is_function: # need >= one column for INSERT SELECT
398
        mapping = {out_pkey: None} # ColDict will replace with default value
399
    
400
    if not is_literals:
401
        into = sql_gen.as_Table(into_table_name(out_table, in_tables0, mapping,
402
            is_function))
403
        # Ensure into's out_pkey is different from in_pkey by prepending "out."
404
        if is_function: into_out_pkey = out_pkey
405
        else: into_out_pkey = 'out.'+out_pkey
406
        
407
        # Set column sources
408
        in_cols = filter(sql_gen.is_table_col, mapping.values())
409
        for col in in_cols:
410
            if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
411
        
412
        log_debug('Joining together input tables into temp table')
413
        # Place in new table so don't modify input and for speed
414
        in_table = sql_gen.Table('in')
415
        mapping = dicts.join(mapping, sql.flatten(db, in_table, input_joins,
416
            in_cols, preserve=[in_pkey_col]))
417
        input_joins = [in_table]
418
        db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
419
    
420
    # Wrap mapping in a sql_gen.ColDict.
421
    # sql_gen.ColDict sanitizes both keys and values passed into it.
422
    # Do after applying dicts.join() because that returns a plain dict.
423
    mapping = sql_gen.ColDict(db, out_table, mapping)
424
    
425
    # Save all rows since in_table may have rows deleted
426
    if is_literals: pass
427
    elif is_function: full_in_table = in_table
428
    else:
429
        full_in_table = sql_gen.suffixed_table(in_table, '_full')
430
        sql.copy_table(db, in_table, full_in_table)
431
    
432
    pkeys_table_exists_ref = [False]
433
    def insert_into_pkeys(query, **kw_args):
434
        if pkeys_table_exists_ref[0]:
435
            sql.insert_select(db, into, [in_pkey, into_out_pkey], query,
436
                **kw_args)
437
        else:
438
            sql.run_query_into(db, query, into=into, add_pkey_=True, **kw_args)
439
            pkeys_table_exists_ref[0] = True
440
    
441
    def mk_main_select(joins, cols): return sql.mk_select(db, joins, cols)
442
    
443
    if is_literals: insert_in_table = None
444
    else:
445
        insert_in_table = in_table
446
        insert_in_tables = [insert_in_table]
447
    join_cols = sql_gen.ColDict(db, out_table)
448
    
449
    exc_strs = set()
450
    def log_exc(e):
451
        e_str = exc.str_(e, first_line_only=True)
452
        log_debug('Caught exception: '+e_str)
453
        if e_str in exc_strs: # avoid infinite loops
454
            log_debug('Exception already seen, handler broken')
455
            on_error(e)
456
            remove_all_rows()
457
        else: exc_strs.add(e_str)
458
    
459
    ignore_all_ref = [False]
460
    def remove_all_rows():
461
        log_debug('Ignoring all rows')
462
        ignore_all_ref[0] = True # just return the default value column
463
    
464
    def ensure_cond(cond, e, passed=False, failed=False):
465
        if is_literals: # we know the constraint was applied exactly once
466
            if passed: pass
467
            elif failed: remove_all_rows()
468
            else: raise NotImplementedError()
469
        else:
470
            out_table_cols = sql_gen.ColDict(db, out_table)
471
            out_table_cols.update(util.dict_subset_right_join({},
472
                sql.table_col_names(db, out_table)))
473
            
474
            in_cols = []
475
            cond = sql_gen.map_expr(db, cond, mapping, in_cols)
476
            cond = sql_gen.map_expr(db, cond, out_table_cols)
477
            
478
            not_cond = sql_gen.NotCond(sql_gen.CustomCode(cond))
479
            log_debug('Ignoring rows that do not satisfy '+strings.as_tt(cond))
480
            cur = None
481
            if cond == sql_gen.false_expr:
482
                assert failed
483
                remove_all_rows()
484
            elif cond == sql_gen.true_expr: assert passed
485
            else: cur = sql.delete(db, insert_in_table, not_cond)
486
            
487
            if failed or cur.rowcount > 0: # only if any rows failed cond
488
                track_data_error(db, errors_table_,
489
                    sql_gen.cross_join_srcs(in_cols), None, e.cause.pgcode,
490
                    strings.ensure_newl(e.cause.pgerror)+'condition: '+cond)
491
    
492
    not_null_cols = set()
493
    def ignore(in_col, value, e):
494
        if sql_gen.is_table_col(in_col):
495
            in_col = sql_gen.with_table(in_col, insert_in_table)
496
            
497
            track_data_error(db, errors_table_, in_col.srcs, value,
498
                e.cause.pgcode, e.cause.pgerror)
499
            
500
            sql.add_index(db, in_col, insert_in_table) # enable fast filtering
501
            if value != None and in_col not in not_null_cols:
502
                log_debug('Replacing invalid value '
503
                    +strings.as_tt(strings.urepr(value))+' with NULL in column '
504
                    +strings.as_tt(in_col.to_str(db)))
505
                sql.update(db, insert_in_table, [(in_col, None)],
506
                    sql_gen.ColValueCond(in_col, value))
507
            else:
508
                log_debug('Ignoring rows with '+strings.as_tt(in_col.to_str(db))
509
                    +' = '+strings.as_tt(strings.urepr(value)))
510
                sql.delete(db, insert_in_table,
511
                    sql_gen.ColValueCond(in_col, value))
512
                if value == None: not_null_cols.add(in_col)
513
        else:
514
            assert isinstance(in_col, sql_gen.NamedCol)
515
            in_value = sql_gen.remove_col_rename(in_col)
516
            assert sql_gen.is_literal(in_value)
517
            if value == in_value.value:
518
                if value != None:
519
                    log_debug('Replacing invalid literal '
520
                        +strings.as_tt(in_col.to_str(db))+' with NULL')
521
                    mapping[in_col.name] = None
522
                else:
523
                    remove_all_rows()
524
            # otherwise, all columns were being ignore()d because the specific
525
            # column couldn't be identified, and this was not the invalid column
526
    
527
    if not is_literals:
528
        def insert_pkeys_table(which):
529
            return sql_gen.Table(sql_gen.concat(in_table.name,
530
                '_insert_'+which+'_pkeys'))
531
        insert_out_pkeys = insert_pkeys_table('out')
532
        insert_in_pkeys = insert_pkeys_table('in')
533
    
534
    def mk_func_call():
535
        args = dict(((k.name, v) for k, v in mapping.iteritems()))
536
        return sql_gen.FunctionCall(out_table, **args), args
537
        
538
    if is_function and not is_literals:
539
        log_debug('Defining wrapper function')
540
        
541
        func_call, args = mk_func_call()
542
        func_call = sql_gen.NamedCol(into_out_pkey, func_call)
543
        
544
        # Create empty pkeys table so its row type can be used
545
        insert_into_pkeys(sql.mk_select(db, input_joins,
546
            [in_pkey_col, func_call], limit=0), recover=True)
547
        result_type = db.col_info(sql_gen.Col(into_out_pkey, into)).type
548
        
549
        ## Create error handling wrapper function
550
        
551
        wrapper = db.TempFunction(sql_gen.concat(into.name, '_wrap'))
552
        
553
        select_cols = [in_pkey_col]+args.values()
554
        row_var = copy.copy(sql_gen.row_var)
555
        row_var.set_srcs([in_table])
556
        in_pkey_var = sql_gen.Col(in_pkey, row_var)
557
        
558
        args = dict(((k, sql_gen.with_table(v, row_var))
559
            for k, v in args.iteritems()))
560
        func_call = sql_gen.FunctionCall(out_table, **args)
561
        
562
        def mk_return(result):
563
            return sql_gen.ReturnQuery(sql.mk_select(db,
564
                fields=[in_pkey_var, result], explain=False))
565
        exc_handler = func_wrapper_exception_handler(db,
566
            mk_return(sql_gen.Cast(result_type, None)), args.values(),
567
            errors_table_)
568
        
569
        sql.define_func(db, sql_gen.FunctionDef(wrapper, sql_gen.SetOf(into),
570
            sql_gen.RowExcIgnore(sql_gen.RowType(in_table),
571
                sql.mk_select(db, input_joins), mk_return(func_call),
572
                exc_handler=exc_handler)
573
            ))
574
        wrapper_table = sql_gen.FunctionCall(wrapper)
575
    
576
    missing_msg = None
577
    
578
    # Do inserts and selects
579
    while True:
580
        has_joins = join_cols != {}
581
        
582
        if ignore_all_ref[0]: break # unrecoverable error, so don't do main case
583
        
584
        # Prepare to insert new rows
585
        if is_function:
586
            log_debug('Calling function on input rows')
587
            if is_literals: func_call, args = mk_func_call()
588
        else:
589
            log_debug('Trying to insert new rows')
590
            insert_args = dict(recover=True, cacheable=False)
591
            if has_joins:
592
                insert_args.update(dict(ignore=True))
593
            else:
594
                insert_args.update(dict(returning=out_pkey))
595
                if not is_literals:
596
                    insert_args.update(dict(into=insert_out_pkeys))
597
            main_select = mk_main_select([insert_in_table], [sql_gen.with_table(
598
                c, insert_in_table) for c in mapping.values()])
599
        
600
        try:
601
            cur = None
602
            if is_function:
603
                if is_literals:
604
                    cur = sql.select(db, fields=[func_call], recover=True,
605
                        cacheable=True)
606
                else:
607
                    insert_into_pkeys(sql.mk_select(db, wrapper_table,
608
                        order_by=None), recover=True)
609
            else:
610
                cur = sql.insert_select(db, out_table, mapping.keys(),
611
                    main_select, **insert_args)
612
            break # insert successful
613
        except sql.MissingCastException, e:
614
            log_exc(e)
615
            
616
            type_ = e.type
617
            if e.col == None: out_cols = mapping.keys()
618
            else: out_cols = [e.col]
619
            
620
            for out_col in out_cols:
621
                log_debug('Casting '+strings.as_tt(strings.repr_no_u(out_col))
622
                    +' input to '+strings.as_tt(type_))
623
                in_col = mapping[out_col]
624
                while True:
625
                    try:
626
                        mapping[out_col] = cast_temp_col(db, type_, in_col,
627
                            errors_table_)
628
                        break # cast successful
629
                    except sql.InvalidValueException, e:
630
                        log_exc(e)
631
                        
632
                        ignore(in_col, e.value, e)
633
        except sql.DuplicateKeyException, e:
634
            log_exc(e)
635
            
636
            # Different rows violating different unique constraints not
637
            # supported
638
            assert not join_cols
639
            
640
            if e.cond != None: ensure_cond(e.cond, e, passed=True)
641
            
642
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
643
            log_debug('Ignoring existing rows, comparing on these columns:\n'
644
                +strings.as_inline_table(join_cols, ustr=col_ustr))
645
            
646
            if is_literals:
647
                return sql.value(sql.select(db, out_table, [out_pkey_col],
648
                    join_cols, order_by=None))
649
            
650
            # Uniquify input table to avoid internal duplicate keys
651
            insert_in_table = sql.distinct_table(db, insert_in_table,
652
                join_cols.values())
653
            insert_in_tables.append(insert_in_table)
654
        except sql.NullValueException, e:
655
            log_exc(e)
656
            
657
            out_col, = e.cols
658
            try: in_col = mapping[out_col]
659
            except KeyError, e:
660
                try: in_col = mapping[out_col] = col_defaults[out_col]
661
                except KeyError:
662
                    missing_msg = 'Missing mapping for NOT NULL column '+out_col
663
                    log_debug(missing_msg)
664
                    remove_all_rows()
665
            else: ignore(in_col, None, e)
666
        except sql.CheckException, e:
667
            log_exc(e)
668
            
669
            ensure_cond(e.cond, e, failed=True)
670
        except sql.InvalidValueException, e:
671
            log_exc(e)
672
            
673
            for in_col in mapping.values(): ignore(in_col, e.value, e)
674
        except psycopg2.extensions.TransactionRollbackError, e:
675
            log_exc(e)
676
            # retry
677
        except sql.DatabaseErrors, e:
678
            log_exc(e)
679
            
680
            log_debug('No handler for exception')
681
            on_error(e)
682
            remove_all_rows()
683
        # after exception handled, rerun loop with additional constraints
684
    
685
    # Resolve default value column
686
    if default != None:
687
        if ignore_all_ref[0]: mapping.update(orig_mapping) # use input cols
688
        try: default = mapping[default]
689
        except KeyError:
690
            db.log_debug('Default value column '
691
                +strings.as_tt(strings.repr_no_u(default))
692
                +' does not exist in mapping, falling back to None', level=2.1)
693
            default = None
694
        else: default = sql_gen.remove_col_rename(default)
695
    
696
    if missing_msg != None and default == None:
697
        warnings.warn(UserWarning(missing_msg))
698
        # not an error because sometimes the mappings include
699
        # extra tables which aren't used by the dataset
700
    
701
    # Handle unrecoverable errors
702
    if ignore_all_ref[0]:
703
        log_debug('Returning default: '+strings.as_tt(strings.urepr(default)))
704
        return default
705
    
706
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
707
        row_ct_ref[0] += cur.rowcount
708
    
709
    if is_literals: return sql.value(cur)
710
    
711
    if is_function: pass # pkeys table already created
712
    elif has_joins:
713
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
714
        log_debug('Getting output table pkeys of existing/inserted rows')
715
        insert_into_pkeys(sql.mk_select(db, select_joins, [in_pkey_col,
716
            sql_gen.NamedCol(into_out_pkey, out_pkey_col)], order_by=None))
717
    else:
718
        sql.add_row_num(db, insert_out_pkeys) # for joining with input pkeys
719
        
720
        log_debug('Getting input table pkeys of inserted rows')
721
        # Note that mk_main_select() does not use ORDER BY. Instead, assume that
722
        # since the SELECT query is identical to the one used in INSERT SELECT,
723
        # its rows will be retrieved in the same order.
724
        sql.run_query_into(db, mk_main_select(input_joins, [in_pkey]),
725
            into=insert_in_pkeys)
726
        sql.add_row_num(db, insert_in_pkeys) # for joining with output pkeys
727
        
728
        assert sql.table_row_count(db, insert_out_pkeys) == sql.table_row_count(
729
            db, insert_in_pkeys)
730
        
731
        log_debug('Combining output and input pkeys in inserted order')
732
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
733
            {sql.row_num_col: sql_gen.join_same_not_null})]
734
        in_col = sql_gen.Col(in_pkey, insert_in_pkeys)
735
        out_col = sql_gen.NamedCol(into_out_pkey,
736
            sql_gen.Col(out_pkey, insert_out_pkeys))
737
        insert_into_pkeys(sql.mk_select(db, pkey_joins, [in_col, out_col],
738
            order_by=None))
739
        
740
        sql.empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
741
    
742
    if not is_function: # is_function doesn't leave holes
743
        log_debug('Setting pkeys of missing rows to '
744
            +strings.as_tt(strings.urepr(default)))
745
        if sql_gen.is_table_col(default):
746
            default = sql_gen.with_table(default, full_in_table)
747
        missing_rows_joins = [full_in_table, sql_gen.Join(into,
748
            {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
749
            # must use join_same_not_null or query will take forever
750
        insert_into_pkeys(sql.mk_select(db, missing_rows_joins,
751
            [sql_gen.Col(in_pkey, full_in_table),
752
            sql_gen.NamedCol(into_out_pkey, default)], order_by=None))
753
    # otherwise, there is already an entry for every row
754
    
755
    assert (sql.table_row_count(db, into)
756
        == sql.table_row_count(db, full_in_table))
757
    
758
    sql.empty_temp(db, insert_in_tables+[full_in_table])
759
    
760
    srcs = []
761
    if is_function: srcs = sql_gen.cols_srcs(in_cols)
762
    return sql_gen.Col(into_out_pkey, into, srcs)
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