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# Database import/export
2

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

    
8
import csvs
9
import exc
10
import dicts
11
import sql
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import sql_gen
13
import strings
14
import util
15

    
16
##### Exceptions
17

    
18
# Can't use built-in SyntaxError because it stringifies to only the first line
19
class SyntaxError(Exception): pass
20

    
21
##### Data cleanup
22

    
23
null_strs = ['', '-', r'\N', 'NULL', 'UNKNOWN', 'nulo']
24

    
25
def cleanup_table(db, table):
26
    table = sql_gen.as_Table(table)
27
    cols = [sql_gen.as_Col(strings.ustr(c), table)
28
        for c in sql.table_col_names(db, table)]
29
    cols = filter(lambda c: sql_gen.is_text_col(db, c), cols)
30
    try: cols.remove(sql.pkey_col_(db, table))
31
    except ValueError: pass
32
    if not cols: return
33
    
34
    db.log_debug('Cleaning up table', level=1.5)
35
    
36
    expr = 'trim(both from %s)'
37
    for null in null_strs: expr = 'nullif('+expr+', '+db.esc_value(null)+')'
38
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db))) for v in cols]
39
    
40
    while True:
41
        try:
42
            sql.update(db, table, changes, in_place=True, recover=True)
43
            break # successful
44
        except sql.NullValueException, e:
45
            db.log_debug('Caught exception: '+exc.str_(e))
46
            col, = e.cols
47
            sql.drop_not_null(db, col)
48
    
49
    db.log_debug('Vacuuming and reanalyzing table', level=1.5)
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    sql.vacuum(db, table)
51

    
52
##### Error tracking
53

    
54
def track_data_error(db, errors_table, cols, value, error_code, error):
55
    '''
56
    @param errors_table If None, does nothing.
57
    '''
58
    if errors_table == None or cols == (): return
59
    
60
    for col in cols:
61
        try:
62
            sql.insert(db, errors_table, dict(column=col.name, value=value,
63
                error_code=error_code, error=error), recover=True,
64
                cacheable=True, log_level=4)
65
        except sql.DuplicateKeyException: pass
66

    
67
class ExcToErrorsTable(sql_gen.ExcToWarning):
68
    '''Handles an exception by saving it or converting it to a warning.'''
69
    def __init__(self, return_, srcs, errors_table, value=None):
70
        '''
71
        @param return_ See sql_gen.ExcToWarning
72
        @param srcs The column names for the errors table
73
        @param errors_table None|sql_gen.Table
74
        @param value The value (or an expression for it) that caused the error
75
        @pre The invalid value must be in a local variable "value" of type text.
76
        '''
77
        sql_gen.ExcToWarning.__init__(self, return_)
78
        
79
        value = sql_gen.as_Code(value)
80
        
81
        self.srcs = srcs
82
        self.errors_table = errors_table
83
        self.value = value
84
    
85
    def to_str(self, db):
86
        if not self.srcs or self.errors_table == None:
87
            return sql_gen.ExcToWarning.to_str(self, db)
88
        
89
        errors_table_cols = map(sql_gen.Col,
90
            ['column', 'value', 'error_code', 'error'])
91
        col_names_query = sql.mk_select(db, sql_gen.NamedValues('c', None,
92
            [[c.name] for c in self.srcs]), order_by=None)
93
        insert_query = sql.mk_insert_select(db, self.errors_table,
94
            errors_table_cols,
95
            sql_gen.Values(errors_table_cols).to_str(db))+';\n'
96
        return '''\
97
-- Save error in errors table.
98
DECLARE
99
    error_code text := SQLSTATE;
100
    error text := SQLERRM;
101
    value text := '''+self.value.to_str(db)+''';
102
    "column" text;
103
BEGIN
104
    -- Insert the value and error for *each* source column.
105
'''+strings.indent(sql_gen.RowExcIgnore(None, col_names_query, insert_query,
106
    row_var=errors_table_cols[0]).to_str(db))+'''
107
END;
108

    
109
'''+self.return_.to_str(db)
110

    
111
def data_exception_handler(*args, **kw_args):
112
    '''Handles a data_exception by saving it or converting it to a warning.
113
    For params, see ExcToErrorsTable().
114
    '''
115
    return sql_gen.data_exception_handler(ExcToErrorsTable(*args, **kw_args))
116

    
117
def cast(db, type_, col, errors_table=None):
118
    '''Casts an (unrenamed) column or value.
119
    If errors_table set and col has srcs, saves errors in errors_table (using
120
    col's srcs attr as source columns). Otherwise, converts errors to warnings.
121
    @param col str|sql_gen.Col|sql_gen.Literal
122
    @param errors_table None|sql_gen.Table|str
123
    '''
124
    col = sql_gen.as_Col(col)
125
    
126
    # Don't convert exceptions to warnings for user-supplied constants
127
    if isinstance(col, sql_gen.Literal): return sql_gen.Cast(type_, col)
128
    
129
    assert not isinstance(col, sql_gen.NamedCol)
130
    
131
    function_name = strings.first_word(type_)
132
    srcs = col.srcs
133
    save_errors = errors_table != None and srcs
134
    if save_errors: # function will be unique for the given srcs
135
        function_name = strings.ustr(sql_gen.FunctionCall(function_name,
136
            *map(sql_gen.to_name_only_col, srcs)))
137
    function = db.TempFunction(function_name)
138
    
139
    # Create function definition
140
    modifiers = 'STRICT'
141
    if not save_errors: modifiers = 'IMMUTABLE '+modifiers
142
    value_param = sql_gen.FunctionParam('value', 'text')
143
    handler = data_exception_handler('RETURN NULL;\n', srcs, errors_table,
144
        value_param.name)
145
    body = sql_gen.CustomCode(handler.to_str(db, '''\
146
/* The explicit cast to the return type is needed to make the cast happen
147
inside the try block. (Implicit casts to the return type happen at the end
148
of the function, outside any block.) */
149
RETURN value::'''+type_+''';
150
'''))
151
    body.lang='plpgsql'
152
    sql.define_func(db, sql_gen.FunctionDef(function, type_, body,
153
        [value_param], modifiers))
154
    
155
    return sql_gen.FunctionCall(function, col)
156

    
157
def func_wrapper_exception_handler(db, return_, args, errors_table):
158
    '''Handles a function call's data_exceptions.
159
    Supports PL/Python functions.
160
    @param return_ See data_exception_handler()
161
    @param args [arg...] Function call's args
162
    @param errors_table See data_exception_handler()
163
    '''
164
    args = filter(sql_gen.has_srcs, args)
165
    
166
    srcs = sql_gen.cross_join_srcs(args)
167
    value = sql_gen.merge_not_null(db, ',', args)
168
    return sql_gen.NestedExcHandler(
169
        data_exception_handler(return_, srcs, errors_table, value)
170
        , sql_gen.plpythonu_error_handler
171
        )
172

    
173
def cast_temp_col(db, type_, col, errors_table=None):
174
    '''Like cast(), but creates a new column with the cast values if the input
175
    is a column.
176
    @return The new column or cast value
177
    '''
178
    def cast_(col): return cast(db, type_, col, errors_table)
179
    
180
    try: col = sql_gen.underlying_col(col)
181
    except sql_gen.NoUnderlyingTableException: return sql_gen.wrap(cast_, col)
182
    
183
    table = col.table
184
    new_col = sql_gen.suffixed_col(col, '::'+strings.first_word(type_))
185
    expr = cast_(col)
186
    
187
    # Add column
188
    new_typed_col = sql_gen.TypedCol(new_col.name, type_)
189
    sql.add_col(db, table, new_typed_col, comment=strings.urepr(col)+'::'+type_)
190
    new_col.name = new_typed_col.name # propagate any renaming
191
    
192
    sql.update(db, table, [(new_col, expr)], in_place=True, recover=True)
193
    
194
    return new_col
195

    
196
def errors_table(db, table, if_exists=True):
197
    '''
198
    @param if_exists If set, returns None if the errors table doesn't exist
199
    @return None|sql_gen.Table
200
    '''
201
    table = sql_gen.as_Table(table)
202
    if table.srcs != (): table = table.srcs[0]
203
    
204
    errors_table = sql_gen.suffixed_table(table, '.errors')
205
    if if_exists and not sql.table_exists(db, errors_table): return None
206
    return errors_table
207

    
208
def mk_errors_table(db, table):
209
    errors_table_ = errors_table(db, table, if_exists=False)
210
    if sql.table_exists(db, errors_table_, cacheable=False): return
211
    
212
    typed_cols = [
213
        sql_gen.TypedCol('column', 'text', nullable=False),
214
        sql_gen.TypedCol('value', 'text'),
215
        sql_gen.TypedCol('error_code', 'character varying(5)', nullable=False),
216
        sql_gen.TypedCol('error', 'text', nullable=False),
217
        ]
218
    sql.create_table(db, errors_table_, typed_cols, has_pkey=False)
219
    index_cols = ['column', 'value', 'error_code', 'error']
220
    sql.add_index(db, index_cols, errors_table_, unique=True)
221

    
222
##### Import
223

    
224
def append_csv(db, table, stream_info, stream, use_copy_from=True):
225
    assert sql.table_col_names(db, table) == stream_info.header
226
    
227
    def log(msg, level=1): db.log_debug(msg, level)
228
    
229
    dialect = stream_info.dialect
230
    if csvs.is_tsv(dialect): use_copy_from = False
231
    if use_copy_from:
232
        log('Using COPY FROM')
233
        
234
        # Create COPY FROM statement
235
        copy_from = ('COPY '+table.to_str(db)+' FROM STDIN DELIMITER '
236
            +db.esc_value(dialect.delimiter)+' NULL '+db.esc_value(''))
237
        assert not csvs.is_tsv(dialect)
238
        copy_from += ' CSV'
239
        if dialect.quoting != csv.QUOTE_NONE:
240
            quote_str = db.esc_value(dialect.quotechar)
241
            copy_from += ' QUOTE '+quote_str
242
            if dialect.doublequote: copy_from += ' ESCAPE '+quote_str
243
        copy_from += ';\n'
244
        
245
        log(copy_from, level=2)
246
        db.db.cursor().copy_expert(copy_from, stream)
247
    else:
248
        log('Using INSERT')
249
        cols_ct = len(stream_info.header)
250
        row_ct = 0
251
        inserted_row_ct = 0
252
        for row in csvs.make_reader(stream, dialect):
253
            row_ct += 1
254
            row = map(strings.to_unicode, row)
255
            util.list_set_length(row, cols_ct) # truncate extra cols
256
            if sql.insert(db, table, row, ignore=True, cacheable=False,
257
                log_level=5) != None:
258
                inserted_row_ct += 1
259
        log('Inserted '+str(inserted_row_ct)+' of '+str(row_ct)+' rows')
260

    
261
def import_csv(db, table, stream, use_copy_from=True):
262
    def log(msg, level=1): db.log_debug(msg, level)
263
    
264
    # Get format info
265
    info = csvs.stream_info(stream, parse_header=True)
266
    col_names = map(strings.to_unicode, info.header)
267
    for i, col in enumerate(col_names): # replace empty column names
268
        if col == '': col_names[i] = 'column_'+str(i)
269
    
270
    # Select schema and escape names
271
    def esc_name(name): return db.esc_name(name)
272
    
273
    typed_cols = [sql_gen.TypedCol(v, 'text') for v in col_names]
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, info, stream, use_copy_from)
287
    if use_copy_from: sql.with_savepoint(db, load)
288
    else: load()
289
    
290
    cleanup_table(db, table)
291

    
292
def put(db, table, row, pkey_=None, row_ct_ref=None):
293
    '''Recovers from errors.
294
    Only works under PostgreSQL (uses INSERT RETURNING).
295
    '''
296
    return put_table(db, table, [], row, row_ct_ref)
297

    
298
def get(db, table, row, pkey, row_ct_ref=None, create=False):
299
    '''Recovers from errors'''
300
    try:
301
        return sql.value(sql.select(db, table, [pkey], row, limit=1,
302
            recover=True))
303
    except StopIteration:
304
        if not create: raise
305
        return put(db, table, row, pkey, row_ct_ref) # insert new row
306

    
307
def is_func_result(col):
308
    return col.table.name.find('(') >= 0 and col.name == 'result'
309

    
310
def into_table_name(out_table, in_tables0, mapping, is_func):
311
    def in_col_str(in_col):
312
        in_col = sql_gen.remove_col_rename(in_col)
313
        if isinstance(in_col, sql_gen.Col):
314
            table = in_col.table
315
            if table == in_tables0:
316
                in_col = sql_gen.to_name_only_col(in_col)
317
            elif is_func_result(in_col): in_col = table # omit col name
318
        return strings.ustr(in_col)
319
    
320
    str_ = strings.ustr(out_table)
321
    if is_func:
322
        str_ += '('
323
        
324
        try: value_in_col = mapping['value']
325
        except KeyError:
326
            str_ += ', '.join((strings.ustr(k)+'='+in_col_str(v)
327
                for k, v in mapping.iteritems()))
328
        else: str_ += in_col_str(value_in_col)
329
        
330
        str_ += ')'
331
    else:
332
        out_col = 'rank'
333
        try: in_col = mapping[out_col]
334
        except KeyError: str_ += '_pkeys'
335
        else: # has a rank column, so hierarchical
336
            str_ += '['+strings.ustr(out_col)+'='+in_col_str(in_col)+']'
337
    return str_
338

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