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1
# Database import/export
2

    
3
import exc
4
import dicts
5
import sql
6
import sql_gen
7
import strings
8
import util
9

    
10
##### Data cleanup
11

    
12
def cleanup_table(db, table, cols):
13
    table = sql_gen.as_Table(table)
14
    cols = map(sql_gen.as_Col, cols)
15
    
16
    expr = ('nullif(nullif(trim(both from %s), '+db.esc_value('')+'), '
17
        +db.esc_value(r'\N')+')')
18
    changes = [(v, sql_gen.CustomCode(expr % v.to_str(db)))
19
        for v in cols]
20
    
21
    sql.update(db, table, changes, in_place=True)
22

    
23
##### Error tracking
24

    
25
def track_data_error(db, errors_table, cols, value, error_code, error):
26
    '''
27
    @param errors_table If None, does nothing.
28
    '''
29
    if errors_table == None or cols == (): return
30
    
31
    for col in cols:
32
        try:
33
            sql.insert(db, errors_table, dict(column=col.name, value=value,
34
                error_code=error_code, error=error), recover=True,
35
                cacheable=True, log_level=4)
36
        except sql.DuplicateKeyException: pass
37

    
38
def cast(db, type_, col, errors_table=None):
39
    '''Casts an (unrenamed) column or value.
40
    If errors_table set and col has srcs, saves errors in errors_table (using
41
    col's srcs attr as the source columns) and converts errors to warnings.
42
    @param col str|sql_gen.Col|sql_gen.Literal
43
    @param errors_table None|sql_gen.Table|str
44
    '''
45
    col = sql_gen.as_Col(col)
46
    
47
    # Don't convert exceptions to warnings for user-supplied constants
48
    if isinstance(col, sql_gen.Literal): return sql_gen.Cast(type_, col)
49
    
50
    assert not isinstance(col, sql_gen.NamedCol)
51
    
52
    save_errors = (errors_table != None and isinstance(col, sql_gen.Col)
53
        and col.srcs != ())
54
    function_name = type_
55
    if save_errors:
56
        errors_table = sql_gen.as_Table(errors_table)
57
        
58
        srcs = map(sql_gen.to_name_only_col, col.srcs)
59
        function_name = str(sql_gen.FunctionCall(function_name, *srcs))
60
    function = db.TempFunction(function_name)
61
    
62
    while True:
63
        # Create function definition
64
        query = '''\
65
CREATE FUNCTION '''+function.to_str(db)+'''(value text)
66
RETURNS '''+type_+'''
67
LANGUAGE plpgsql
68
'''
69
        if not save_errors: query += 'IMMUTABLE '
70
        query += '''\
71
STRICT
72
AS $$
73
BEGIN
74
    /* The explicit cast to the return type is needed to make the cast happen
75
    inside the try block. (Implicit casts to the return type happen at the end
76
    of the function, outside any block.) */
77
    RETURN value::'''+type_+''';
78
EXCEPTION
79
    WHEN data_exception THEN
80
'''
81
        if save_errors:
82
            errors_table_cols = map(sql_gen.Col,
83
                ['column', 'value', 'error_code', 'error'])
84
            query += '''\
85
        -- Save error in errors table.
86
        DECLARE
87
            error_code text := SQLSTATE;
88
            error text := SQLERRM;
89
            "column" text;
90
        BEGIN
91
            -- Insert the value and error for *each* source column.
92
            FOR "column" IN
93
'''+sql.mk_select(db, sql_gen.NamedValues('c', None, [[c.name] for c in srcs]),
94
    order_by=None, start=0)+'''
95
            LOOP
96
                BEGIN
97
'''+sql.mk_insert_select(db, errors_table, errors_table_cols,
98
    sql_gen.Values(errors_table_cols).to_str(db))+''';
99
                EXCEPTION
100
                    WHEN unique_violation THEN NULL; -- continue to next row
101
                END;
102
            END LOOP;
103
        END;
104
        
105
'''
106
        query += '''\
107
        RAISE WARNING '%', SQLERRM;
108
        RETURN NULL;
109
END;
110
$$;
111
'''
112
        
113
        # Create function
114
        try:
115
            sql.run_query(db, query, recover=True, cacheable=True,
116
                log_ignore_excs=(sql.DuplicateException,))
117
            break # successful
118
        except sql.DuplicateException:
119
            function.name = sql.next_version(function.name)
120
            # try again with next version of name
121
    
122
    return sql_gen.FunctionCall(function, col)
123

    
124
def cast_temp_col(db, type_, col, errors_table=None):
125
    '''Like cast(), but creates a new column with the cast values if the input
126
    is a column.
127
    @return The new column or cast value
128
    '''
129
    def cast_(col): return cast(db, type_, col, errors_table)
130
    
131
    try: col = sql_gen.underlying_col(col)
132
    except sql_gen.NoUnderlyingTableException: return sql_gen.wrap(cast_, col)
133
    
134
    table = col.table
135
    new_col = sql_gen.suffixed_col(col, '::'+strings.first_word(type_))
136
    expr = cast_(col)
137
    
138
    # Add column
139
    new_typed_col = sql_gen.TypedCol(new_col.name, type_)
140
    sql.add_col(db, table, new_typed_col, comment=repr(col)+'::'+type_)
141
    new_col.name = new_typed_col.name # propagate any renaming
142
    
143
    sql.update(db, table, [(new_col, expr)], in_place=True, recover=True)
144
    
145
    return new_col
146

    
147
def errors_table(db, table, if_exists=True):
148
    '''
149
    @param if_exists If set, returns None if the errors table doesn't exist
150
    @return None|sql_gen.Table
151
    '''
152
    table = sql_gen.as_Table(table)
153
    if table.srcs != (): table = table.srcs[0]
154
    
155
    errors_table = sql_gen.suffixed_table(table, '.errors')
156
    if if_exists and not sql.table_exists(db, errors_table): return None
157
    return errors_table
158

    
159
##### Import
160

    
161
def put(db, table, row, pkey_=None, row_ct_ref=None):
162
    '''Recovers from errors.
163
    Only works under PostgreSQL (uses INSERT RETURNING).
164
    '''
165
    row = sql_gen.ColDict(db, table, row)
166
    if pkey_ == None: pkey_ = sql.pkey(db, table, recover=True)
167
    
168
    try:
169
        cur = sql.insert(db, table, row, pkey_, recover=True, log_level=3.5)
170
        if row_ct_ref != None and cur.rowcount >= 0:
171
            row_ct_ref[0] += cur.rowcount
172
        return sql.value(cur)
173
    except sql.DuplicateKeyException, e:
174
        row = sql_gen.ColDict(db, table,
175
            util.dict_subset_right_join(row, e.cols))
176
        return sql.value(sql.select(db, table, [pkey_], row, recover=True,
177
            log_level=3.5))
178
    except sql.NullValueException: return None
179

    
180
def get(db, table, row, pkey, row_ct_ref=None, create=False):
181
    '''Recovers from errors'''
182
    try:
183
        return sql.value(sql.select(db, table, [pkey], row, limit=1,
184
            recover=True))
185
    except StopIteration:
186
        if not create: raise
187
        return put(db, table, row, pkey, row_ct_ref) # insert new row
188

    
189
def is_func_result(col):
190
    return col.table.name.find('(') >= 0 and col.name == 'result'
191

    
192
def into_table_name(out_table, in_tables0, mapping, is_func):
193
    def in_col_str(in_col):
194
        in_col = sql_gen.remove_col_rename(in_col)
195
        if isinstance(in_col, sql_gen.Col):
196
            table = in_col.table
197
            if table == in_tables0:
198
                in_col = sql_gen.to_name_only_col(in_col)
199
            elif is_func_result(in_col): in_col = table # omit col name
200
        return str(in_col)
201
    
202
    str_ = str(out_table)
203
    if is_func:
204
        str_ += '('
205
        
206
        try: value_in_col = mapping['value']
207
        except KeyError:
208
            str_ += ', '.join((str(k)+'='+in_col_str(v)
209
                for k, v in mapping.iteritems()))
210
        else: str_ += in_col_str(value_in_col)
211
        
212
        str_ += ')'
213
    else:
214
        out_col = 'rank'
215
        try: in_col = mapping[out_col]
216
        except KeyError: str_ += '_pkeys'
217
        else: # has a rank column, so hierarchical
218
            str_ += '['+str(out_col)+'='+in_col_str(in_col)+']'
219
    return str_
220

    
221
def put_table(db, out_table, in_tables, mapping, row_ct_ref=None, into=None,
222
    default=None, is_func=False, on_error=exc.raise_):
223
    '''Recovers from errors.
224
    Only works under PostgreSQL (uses INSERT RETURNING).
225
    IMPORTANT: Must be run at the *beginning* of a transaction.
226
    @param in_tables The main input table to select from, followed by a list of
227
        tables to join with it using the main input table's pkey
228
    @param mapping dict(out_table_col=in_table_col, ...)
229
        * out_table_col: str (*not* sql_gen.Col)
230
        * in_table_col: sql_gen.Col|literal-value
231
    @param into The table to contain the output and input pkeys.
232
        Defaults to `out_table.name+'_pkeys'`.
233
    @param default The *output* column to use as the pkey for missing rows.
234
        If this output column does not exist in the mapping, uses None.
235
    @param is_func Whether out_table is the name of a SQL function, not a table
236
    @return sql_gen.Col Where the output pkeys are made available
237
    '''
238
    out_table = sql_gen.as_Table(out_table)
239
    
240
    def log_debug(msg): db.log_debug(msg, level=1.5)
241
    def col_ustr(str_):
242
        return strings.repr_no_u(sql_gen.remove_col_rename(str_))
243
    
244
    log_debug('********** New iteration **********')
245
    log_debug('Inserting these input columns into '+strings.as_tt(
246
        out_table.to_str(db))+':\n'+strings.as_table(mapping, ustr=col_ustr))
247
    
248
    is_function = sql.function_exists(db, out_table)
249
    
250
    if is_function: out_pkey = 'result'
251
    else: out_pkey = sql.pkey(db, out_table, recover=True)
252
    out_pkey_col = sql_gen.as_Col(out_pkey, out_table)
253
    
254
    if mapping == {}: # need at least one column for INSERT SELECT
255
        mapping = {out_pkey: None} # ColDict will replace with default value
256
    
257
    # Create input joins from list of input tables
258
    in_tables_ = in_tables[:] # don't modify input!
259
    in_tables0 = in_tables_.pop(0) # first table is separate
260
    errors_table_ = errors_table(db, in_tables0)
261
    in_pkey = sql.pkey(db, in_tables0, recover=True)
262
    in_pkey_col = sql_gen.as_Col(in_pkey, in_tables0)
263
    input_joins = [in_tables0]+[sql_gen.Join(v,
264
        {in_pkey: sql_gen.join_same_not_null}) for v in in_tables_]
265
    
266
    if into == None:
267
        into = into_table_name(out_table, in_tables0, mapping, is_func)
268
    into = sql_gen.as_Table(into)
269
    
270
    # Set column sources
271
    in_cols = filter(sql_gen.is_table_col, mapping.values())
272
    for col in in_cols:
273
        if col.table == in_tables0: col.set_srcs(sql_gen.src_self)
274
    
275
    log_debug('Joining together input tables into temp table')
276
    # Place in new table for speed and so don't modify input if values edited
277
    in_table = sql_gen.Table('in')
278
    mapping = dicts.join(mapping, sql.flatten(db, in_table, input_joins,
279
        in_cols, preserve=[in_pkey_col], start=0))
280
    input_joins = [in_table]
281
    db.log_debug('Temp table: '+strings.as_tt(in_table.to_str(db)), level=2)
282
    
283
    mapping = sql_gen.ColDict(db, out_table, mapping)
284
        # after applying dicts.join() because that returns a plain dict
285
    
286
    # Resolve default value column
287
    if default != None:
288
        try: default = mapping[default]
289
        except KeyError:
290
            db.log_debug('Default value column '
291
                +strings.as_tt(strings.repr_no_u(default))
292
                +' does not exist in mapping, falling back to None', level=2.1)
293
            default = None
294
    
295
    # Save default values for all rows since in_table may have rows deleted
296
    full_in_table = sql_gen.suffixed_table(in_table, '_full')
297
    full_in_table_cols = [in_pkey_col]
298
    if default != None:
299
        full_in_table_cols.append(default)
300
        default = sql_gen.with_table(default, full_in_table)
301
    sql.run_query_into(db, sql.mk_select(db, in_table, full_in_table_cols,
302
        order_by=None, start=0), into=full_in_table)
303
    sql.add_pkey(db, full_in_table)
304
    
305
    pkeys_names = [in_pkey, out_pkey]
306
    pkeys_cols = [in_pkey_col, out_pkey_col]
307
    
308
    pkeys_table_exists_ref = [False]
309
    def insert_into_pkeys(joins, cols, distinct=False, **kw_args):
310
        distinct_on = []
311
        if distinct: distinct_on=[in_pkey_col]
312
        query = sql.mk_select(db, joins, cols, distinct_on=distinct_on,
313
            order_by=None, start=0)
314
        
315
        if pkeys_table_exists_ref[0]:
316
            sql.insert_select(db, into, pkeys_names, query, **kw_args)
317
        else:
318
            sql.run_query_into(db, query, into=into, **kw_args)
319
            pkeys_table_exists_ref[0] = True
320
    
321
    limit_ref = [None]
322
    insert_in_table = in_table
323
    insert_in_tables = [insert_in_table]
324
    conds = set()
325
    distinct_on = sql_gen.ColDict(db, out_table)
326
    def mk_main_select(joins, cols):
327
        conds_ = [(sql_gen.with_table(k, insert_in_table), v) for k, v in conds]
328
        return sql.mk_select(db, joins, cols, conds_, limit=limit_ref[0],
329
            order_by=None, start=0)
330
    
331
    exc_strs = set()
332
    def log_exc(e):
333
        e_str = exc.str_(e, first_line_only=True)
334
        log_debug('Caught exception: '+e_str)
335
        assert e_str not in exc_strs # avoid infinite loops
336
        exc_strs.add(e_str)
337
    
338
    def remove_all_rows():
339
        log_debug('Ignoring all rows')
340
        limit_ref[0] = 0 # just create an empty pkeys table
341
    
342
    def ignore(in_col, value, e):
343
        track_data_error(db, errors_table_, in_col.srcs, value,
344
            e.cause.pgcode, e.cause.pgerror)
345
        log_debug('Ignoring rows with '+strings.as_tt(repr(in_col))+' = '
346
            +strings.as_tt(repr(value)))
347
    
348
    def remove_rows(in_col, value, e):
349
        ignore(in_col, value, e)
350
        cond = (in_col, sql_gen.CompareCond(value, '!='))
351
        assert cond not in conds # avoid infinite loops
352
        conds.add(cond)
353
    
354
    def invalid2null(in_col, value, e):
355
        ignore(in_col, value, e)
356
        sql.update(db, in_table, [(in_col, None)],
357
            sql_gen.ColValueCond(in_col, value))
358
    
359
    def insert_pkeys_table(which):
360
        return sql_gen.Table(sql_gen.concat(in_table.name,
361
            '_insert_'+which+'_pkeys'))
362
    insert_out_pkeys = insert_pkeys_table('out')
363
    insert_in_pkeys = insert_pkeys_table('in')
364
    
365
    # Do inserts and selects
366
    join_cols = sql_gen.ColDict(db, out_table)
367
    while True:
368
        if limit_ref[0] == 0: # special case
369
            log_debug('Creating an empty pkeys table')
370
            cur = sql.run_query_into(db, sql.mk_select(db, out_table,
371
                [out_pkey], limit=limit_ref[0]), into=insert_out_pkeys)
372
            break # don't do main case
373
        
374
        has_joins = join_cols != {}
375
        
376
        log_debug('Trying to insert new rows')
377
        
378
        # Prepare to insert new rows
379
        insert_args = dict(recover=True, cacheable=False)
380
        if has_joins:
381
            insert_args.update(dict(ignore=True))
382
        else:
383
            insert_args.update(dict(returning=out_pkey, into=insert_out_pkeys))
384
        main_select = mk_main_select([insert_in_table],
385
            [sql_gen.with_table(c, insert_in_table) for c in mapping.values()])
386
        
387
        def main_insert():
388
            if is_function:
389
                log_debug('Calling function on input rows')
390
                args = dict(((k.name, v) for k, v in mapping.iteritems()))
391
                func_call = sql_gen.NamedCol(out_pkey,
392
                    sql_gen.FunctionCall(out_table, **args))
393
                insert_into_pkeys(input_joins, [in_pkey_col, func_call],
394
                    recover=True)
395
                return None
396
            else:
397
                return sql.insert_select(db, out_table, mapping.keys(),
398
                    main_select, **insert_args)
399
        
400
        try:
401
            cur = sql.with_savepoint(db, main_insert)
402
            break # insert successful
403
        except sql.MissingCastException, e:
404
            log_exc(e)
405
            
406
            out_col = e.col
407
            type_ = e.type
408
            
409
            log_debug('Casting '+strings.as_tt(out_col)+' input to '
410
                +strings.as_tt(type_))
411
            in_col = mapping[out_col]
412
            while True:
413
                try:
414
                    mapping[out_col] = cast_temp_col(db, type_, in_col,
415
                        errors_table_)
416
                    break # cast successful
417
                except sql.InvalidValueException, e:
418
                    log_exc(e)
419
                    
420
                    invalid2null(in_col, e.value, e)
421
        except sql.DuplicateKeyException, e:
422
            log_exc(e)
423
            
424
            # Different rows violating different unique constraints not
425
            # supported
426
            assert not join_cols
427
            assert not distinct_on
428
            
429
            distinct_on.update(util.dict_subset(mapping, e.cols))
430
            join_cols.update(util.dict_subset_right_join(mapping, e.cols))
431
            log_debug('Ignoring existing rows, comparing on these columns:\n'
432
                +strings.as_inline_table(join_cols, ustr=col_ustr))
433
            
434
            # Uniquify input table to avoid internal duplicate keys
435
            insert_in_table = sql.distinct_table(db, insert_in_table,
436
                filter(sql_gen.is_table_col, distinct_on.values()))
437
            insert_in_tables.append(insert_in_table)
438
        except sql.NullValueException, e:
439
            log_exc(e)
440
            
441
            out_col, = e.cols
442
            try: in_col = mapping[out_col]
443
            except KeyError:
444
                log_debug('Missing mapping for NOT NULL column '+out_col)
445
                remove_all_rows()
446
            else: remove_rows(in_col, None, e)
447
        except sql.DatabaseErrors, e:
448
            log_exc(e)
449
            
450
            log_debug('No handler for exception')
451
            on_error(e)
452
            remove_all_rows()
453
        # after exception handled, rerun loop with additional constraints
454
    
455
    if cur != None and row_ct_ref != None and cur.rowcount >= 0:
456
        row_ct_ref[0] += cur.rowcount
457
    
458
    if is_function: pass # pkeys table already created
459
    elif has_joins:
460
        select_joins = input_joins+[sql_gen.Join(out_table, join_cols)]
461
        log_debug('Getting output table pkeys of existing/inserted rows')
462
        insert_into_pkeys(select_joins, pkeys_cols, distinct=True)
463
    else:
464
        sql.add_row_num(db, insert_out_pkeys) # for joining with input pkeys
465
        
466
        log_debug('Getting input table pkeys of inserted rows')
467
        # Note that mk_main_select() does not use ORDER BY. Instead, assume that
468
        # since the SELECT query is identical to the one used in INSERT SELECT,
469
        # its rows will be retrieved in the same order.
470
        sql.run_query_into(db, mk_main_select(input_joins, [in_pkey]),
471
            into=insert_in_pkeys)
472
        sql.add_row_num(db, insert_in_pkeys) # for joining with output pkeys
473
        
474
        assert sql.table_row_count(db, insert_out_pkeys) == sql.table_row_count(
475
            db, insert_in_pkeys)
476
        
477
        log_debug('Combining output and input pkeys in inserted order')
478
        pkey_joins = [insert_in_pkeys, sql_gen.Join(insert_out_pkeys,
479
            {sql.row_num_col: sql_gen.join_same_not_null})]
480
        insert_into_pkeys(pkey_joins, pkeys_names)
481
        
482
        sql.empty_temp(db, [insert_out_pkeys, insert_in_pkeys])
483
    
484
    db.log_debug('Adding pkey on pkeys table to enable fast joins', level=2.5)
485
    sql.add_pkey(db, into)
486
    
487
    if not is_function:
488
        log_debug('Setting pkeys of missing rows to '
489
            +strings.as_tt(repr(default)))
490
        missing_rows_joins = [full_in_table, sql_gen.Join(into,
491
            {in_pkey: sql_gen.join_same_not_null}, sql_gen.filter_out)]
492
            # must use join_same_not_null or query will take forever
493
        insert_into_pkeys(missing_rows_joins,
494
            [sql_gen.Col(in_pkey, full_in_table),
495
            sql_gen.NamedCol(out_pkey, default)])
496
    # otherwise, there is already an entry for every row
497
    
498
    assert (sql.table_row_count(db, into)
499
        == sql.table_row_count(db, full_in_table))
500
    
501
    sql.empty_temp(db, insert_in_tables+[full_in_table])
502
    
503
    srcs = []
504
    if is_func: srcs = sql_gen.cols_srcs(in_cols)
505
    return sql_gen.Col(out_pkey, into, srcs)
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