1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
|
#include <Formats/FormatFactory.h>
#include <algorithm>
#include <Core/Settings.h>
#include <Formats/FormatSettings.h>
#include <Interpreters/Context.h>
#include <Interpreters/ProcessList.h>
#include <IO/SharedThreadPools.h>
#include <Processors/Formats/IRowInputFormat.h>
#include <Processors/Formats/IRowOutputFormat.h>
#include <Processors/Formats/Impl/MySQLOutputFormat.h>
#include <Processors/Formats/Impl/ParallelFormattingOutputFormat.h>
#include <Processors/Formats/Impl/ParallelParsingInputFormat.h>
#include <Processors/Formats/Impl/ValuesBlockInputFormat.h>
#include <Poco/URI.h>
#include <Common/Exception.h>
#include <Common/KnownObjectNames.h>
#include <unistd.h>
#include <boost/algorithm/string/case_conv.hpp>
namespace DB
{
namespace ErrorCodes
{
extern const int UNKNOWN_FORMAT;
extern const int LOGICAL_ERROR;
extern const int FORMAT_IS_NOT_SUITABLE_FOR_INPUT;
extern const int FORMAT_IS_NOT_SUITABLE_FOR_OUTPUT;
extern const int BAD_ARGUMENTS;
}
const FormatFactory::Creators & FormatFactory::getCreators(const String & name) const
{
auto it = dict.find(name);
if (dict.end() != it)
return it->second;
throw Exception(ErrorCodes::UNKNOWN_FORMAT, "Unknown format {}", name);
}
FormatSettings getFormatSettings(ContextPtr context)
{
const auto & settings = context->getSettingsRef();
return getFormatSettings(context, settings);
}
template <typename Settings>
FormatSettings getFormatSettings(ContextPtr context, const Settings & settings)
{
FormatSettings format_settings;
format_settings.avro.allow_missing_fields = settings.input_format_avro_allow_missing_fields;
format_settings.avro.output_codec = settings.output_format_avro_codec;
format_settings.avro.output_sync_interval = settings.output_format_avro_sync_interval;
format_settings.avro.schema_registry_url = settings.format_avro_schema_registry_url.toString();
format_settings.avro.string_column_pattern = settings.output_format_avro_string_column_pattern.toString();
format_settings.avro.output_rows_in_file = settings.output_format_avro_rows_in_file;
format_settings.csv.allow_double_quotes = settings.format_csv_allow_double_quotes;
format_settings.csv.allow_single_quotes = settings.format_csv_allow_single_quotes;
format_settings.csv.crlf_end_of_line = settings.output_format_csv_crlf_end_of_line;
format_settings.csv.delimiter = settings.format_csv_delimiter;
format_settings.csv.tuple_delimiter = settings.format_csv_delimiter;
format_settings.csv.empty_as_default = settings.input_format_csv_empty_as_default;
format_settings.csv.enum_as_number = settings.input_format_csv_enum_as_number;
format_settings.csv.null_representation = settings.format_csv_null_representation;
format_settings.csv.arrays_as_nested_csv = settings.input_format_csv_arrays_as_nested_csv;
format_settings.csv.use_best_effort_in_schema_inference = settings.input_format_csv_use_best_effort_in_schema_inference;
format_settings.csv.skip_first_lines = settings.input_format_csv_skip_first_lines;
format_settings.csv.try_detect_header = settings.input_format_csv_detect_header;
format_settings.csv.skip_trailing_empty_lines = settings.input_format_csv_skip_trailing_empty_lines;
format_settings.csv.trim_whitespaces = settings.input_format_csv_trim_whitespaces;
format_settings.csv.allow_whitespace_or_tab_as_delimiter = settings.input_format_csv_allow_whitespace_or_tab_as_delimiter;
format_settings.csv.allow_variable_number_of_columns = settings.input_format_csv_allow_variable_number_of_columns;
format_settings.csv.use_default_on_bad_values = settings.input_format_csv_use_default_on_bad_values;
format_settings.hive_text.fields_delimiter = settings.input_format_hive_text_fields_delimiter;
format_settings.hive_text.collection_items_delimiter = settings.input_format_hive_text_collection_items_delimiter;
format_settings.hive_text.map_keys_delimiter = settings.input_format_hive_text_map_keys_delimiter;
format_settings.custom.escaping_rule = settings.format_custom_escaping_rule;
format_settings.custom.field_delimiter = settings.format_custom_field_delimiter;
format_settings.custom.result_after_delimiter = settings.format_custom_result_after_delimiter;
format_settings.custom.result_before_delimiter = settings.format_custom_result_before_delimiter;
format_settings.custom.row_after_delimiter = settings.format_custom_row_after_delimiter;
format_settings.custom.row_before_delimiter = settings.format_custom_row_before_delimiter;
format_settings.custom.row_between_delimiter = settings.format_custom_row_between_delimiter;
format_settings.custom.try_detect_header = settings.input_format_custom_detect_header;
format_settings.custom.skip_trailing_empty_lines = settings.input_format_custom_skip_trailing_empty_lines;
format_settings.custom.allow_variable_number_of_columns = settings.input_format_custom_allow_variable_number_of_columns;
format_settings.date_time_input_format = settings.date_time_input_format;
format_settings.date_time_output_format = settings.date_time_output_format;
format_settings.interval.output_format = settings.interval_output_format;
format_settings.input_format_ipv4_default_on_conversion_error = settings.input_format_ipv4_default_on_conversion_error;
format_settings.input_format_ipv6_default_on_conversion_error = settings.input_format_ipv6_default_on_conversion_error;
format_settings.bool_true_representation = settings.bool_true_representation;
format_settings.bool_false_representation = settings.bool_false_representation;
format_settings.enable_streaming = settings.output_format_enable_streaming;
format_settings.import_nested_json = settings.input_format_import_nested_json;
format_settings.input_allow_errors_num = settings.input_format_allow_errors_num;
format_settings.input_allow_errors_ratio = settings.input_format_allow_errors_ratio;
format_settings.json.array_of_rows = settings.output_format_json_array_of_rows;
format_settings.json.escape_forward_slashes = settings.output_format_json_escape_forward_slashes;
format_settings.json.write_named_tuples_as_objects = settings.output_format_json_named_tuples_as_objects;
format_settings.json.read_named_tuples_as_objects = settings.input_format_json_named_tuples_as_objects;
format_settings.json.defaults_for_missing_elements_in_named_tuple = settings.input_format_json_defaults_for_missing_elements_in_named_tuple;
format_settings.json.ignore_unknown_keys_in_named_tuple = settings.input_format_json_ignore_unknown_keys_in_named_tuple;
format_settings.json.quote_64bit_integers = settings.output_format_json_quote_64bit_integers;
format_settings.json.quote_64bit_floats = settings.output_format_json_quote_64bit_floats;
format_settings.json.quote_denormals = settings.output_format_json_quote_denormals;
format_settings.json.quote_decimals = settings.output_format_json_quote_decimals;
format_settings.json.read_bools_as_numbers = settings.input_format_json_read_bools_as_numbers;
format_settings.json.read_numbers_as_strings = settings.input_format_json_read_numbers_as_strings;
format_settings.json.read_objects_as_strings = settings.input_format_json_read_objects_as_strings;
format_settings.json.try_infer_numbers_from_strings = settings.input_format_json_try_infer_numbers_from_strings;
format_settings.json.validate_types_from_metadata = settings.input_format_json_validate_types_from_metadata;
format_settings.json.validate_utf8 = settings.output_format_json_validate_utf8;
format_settings.json_object_each_row.column_for_object_name = settings.format_json_object_each_row_column_for_object_name;
format_settings.json.allow_object_type = context->getSettingsRef().allow_experimental_object_type;
format_settings.json.compact_allow_variable_number_of_columns = settings.input_format_json_compact_allow_variable_number_of_columns;
format_settings.null_as_default = settings.input_format_null_as_default;
format_settings.decimal_trailing_zeros = settings.output_format_decimal_trailing_zeros;
format_settings.parquet.row_group_rows = settings.output_format_parquet_row_group_size;
format_settings.parquet.row_group_bytes = settings.output_format_parquet_row_group_size_bytes;
format_settings.parquet.output_version = settings.output_format_parquet_version;
format_settings.parquet.case_insensitive_column_matching = settings.input_format_parquet_case_insensitive_column_matching;
format_settings.parquet.preserve_order = settings.input_format_parquet_preserve_order;
format_settings.parquet.filter_push_down = settings.input_format_parquet_filter_push_down;
format_settings.parquet.allow_missing_columns = settings.input_format_parquet_allow_missing_columns;
format_settings.parquet.skip_columns_with_unsupported_types_in_schema_inference = settings.input_format_parquet_skip_columns_with_unsupported_types_in_schema_inference;
format_settings.parquet.output_string_as_string = settings.output_format_parquet_string_as_string;
format_settings.parquet.output_fixed_string_as_fixed_byte_array = settings.output_format_parquet_fixed_string_as_fixed_byte_array;
format_settings.parquet.max_block_size = settings.input_format_parquet_max_block_size;
format_settings.parquet.output_compression_method = settings.output_format_parquet_compression_method;
format_settings.parquet.output_compliant_nested_types = settings.output_format_parquet_compliant_nested_types;
format_settings.parquet.use_custom_encoder = settings.output_format_parquet_use_custom_encoder;
format_settings.parquet.parallel_encoding = settings.output_format_parquet_parallel_encoding;
format_settings.parquet.data_page_size = settings.output_format_parquet_data_page_size;
format_settings.parquet.write_batch_size = settings.output_format_parquet_batch_size;
format_settings.parquet.local_read_min_bytes_for_seek = settings.input_format_parquet_local_file_min_bytes_for_seek;
format_settings.pretty.charset = settings.output_format_pretty_grid_charset.toString() == "ASCII" ? FormatSettings::Pretty::Charset::ASCII : FormatSettings::Pretty::Charset::UTF8;
format_settings.pretty.color = settings.output_format_pretty_color;
format_settings.pretty.max_column_pad_width = settings.output_format_pretty_max_column_pad_width;
format_settings.pretty.max_rows = settings.output_format_pretty_max_rows;
format_settings.pretty.max_value_width = settings.output_format_pretty_max_value_width;
format_settings.pretty.output_format_pretty_row_numbers = settings.output_format_pretty_row_numbers;
format_settings.protobuf.input_flatten_google_wrappers = settings.input_format_protobuf_flatten_google_wrappers;
format_settings.protobuf.output_nullables_with_google_wrappers = settings.output_format_protobuf_nullables_with_google_wrappers;
format_settings.protobuf.skip_fields_with_unsupported_types_in_schema_inference = settings.input_format_protobuf_skip_fields_with_unsupported_types_in_schema_inference;
format_settings.protobuf.use_autogenerated_schema = settings.format_protobuf_use_autogenerated_schema;
format_settings.regexp.escaping_rule = settings.format_regexp_escaping_rule;
format_settings.regexp.regexp = settings.format_regexp;
format_settings.regexp.skip_unmatched = settings.format_regexp_skip_unmatched;
format_settings.schema.format_schema = settings.format_schema;
format_settings.schema.format_schema_path = context->getFormatSchemaPath();
format_settings.schema.is_server = context->hasGlobalContext() && (context->getGlobalContext()->getApplicationType() == Context::ApplicationType::SERVER);
format_settings.schema.output_format_schema = settings.output_format_schema;
format_settings.skip_unknown_fields = settings.input_format_skip_unknown_fields;
format_settings.template_settings.resultset_format = settings.format_template_resultset;
format_settings.template_settings.row_between_delimiter = settings.format_template_rows_between_delimiter;
format_settings.template_settings.row_format = settings.format_template_row;
format_settings.tsv.crlf_end_of_line = settings.output_format_tsv_crlf_end_of_line;
format_settings.tsv.empty_as_default = settings.input_format_tsv_empty_as_default;
format_settings.tsv.enum_as_number = settings.input_format_tsv_enum_as_number;
format_settings.tsv.null_representation = settings.format_tsv_null_representation;
format_settings.tsv.use_best_effort_in_schema_inference = settings.input_format_tsv_use_best_effort_in_schema_inference;
format_settings.tsv.skip_first_lines = settings.input_format_tsv_skip_first_lines;
format_settings.tsv.try_detect_header = settings.input_format_tsv_detect_header;
format_settings.tsv.skip_trailing_empty_lines = settings.input_format_tsv_skip_trailing_empty_lines;
format_settings.tsv.allow_variable_number_of_columns = settings.input_format_tsv_allow_variable_number_of_columns;
format_settings.values.accurate_types_of_literals = settings.input_format_values_accurate_types_of_literals;
format_settings.values.deduce_templates_of_expressions = settings.input_format_values_deduce_templates_of_expressions;
format_settings.values.interpret_expressions = settings.input_format_values_interpret_expressions;
format_settings.with_names_use_header = settings.input_format_with_names_use_header;
format_settings.with_types_use_header = settings.input_format_with_types_use_header;
format_settings.write_statistics = settings.output_format_write_statistics;
format_settings.arrow.low_cardinality_as_dictionary = settings.output_format_arrow_low_cardinality_as_dictionary;
format_settings.arrow.allow_missing_columns = settings.input_format_arrow_allow_missing_columns;
format_settings.arrow.skip_columns_with_unsupported_types_in_schema_inference = settings.input_format_arrow_skip_columns_with_unsupported_types_in_schema_inference;
format_settings.arrow.skip_columns_with_unsupported_types_in_schema_inference = settings.input_format_arrow_skip_columns_with_unsupported_types_in_schema_inference;
format_settings.arrow.case_insensitive_column_matching = settings.input_format_arrow_case_insensitive_column_matching;
format_settings.arrow.output_string_as_string = settings.output_format_arrow_string_as_string;
format_settings.arrow.output_fixed_string_as_fixed_byte_array = settings.output_format_arrow_fixed_string_as_fixed_byte_array;
format_settings.arrow.output_compression_method = settings.output_format_arrow_compression_method;
format_settings.orc.allow_missing_columns = settings.input_format_orc_allow_missing_columns;
format_settings.orc.row_batch_size = settings.input_format_orc_row_batch_size;
format_settings.orc.skip_columns_with_unsupported_types_in_schema_inference = settings.input_format_orc_skip_columns_with_unsupported_types_in_schema_inference;
format_settings.orc.allow_missing_columns = settings.input_format_orc_allow_missing_columns;
format_settings.orc.row_batch_size = settings.input_format_orc_row_batch_size;
format_settings.orc.skip_columns_with_unsupported_types_in_schema_inference = settings.input_format_orc_skip_columns_with_unsupported_types_in_schema_inference;
format_settings.orc.case_insensitive_column_matching = settings.input_format_orc_case_insensitive_column_matching;
format_settings.orc.output_string_as_string = settings.output_format_orc_string_as_string;
format_settings.orc.output_compression_method = settings.output_format_orc_compression_method;
format_settings.orc.use_fast_decoder = settings.input_format_orc_use_fast_decoder;
format_settings.defaults_for_omitted_fields = settings.input_format_defaults_for_omitted_fields;
format_settings.capn_proto.enum_comparing_mode = settings.format_capn_proto_enum_comparising_mode;
format_settings.capn_proto.skip_fields_with_unsupported_types_in_schema_inference = settings.input_format_capn_proto_skip_fields_with_unsupported_types_in_schema_inference;
format_settings.capn_proto.use_autogenerated_schema = settings.format_capn_proto_use_autogenerated_schema;
format_settings.seekable_read = settings.input_format_allow_seeks;
format_settings.msgpack.number_of_columns = settings.input_format_msgpack_number_of_columns;
format_settings.msgpack.output_uuid_representation = settings.output_format_msgpack_uuid_representation;
format_settings.max_rows_to_read_for_schema_inference = settings.input_format_max_rows_to_read_for_schema_inference;
format_settings.max_bytes_to_read_for_schema_inference = settings.input_format_max_rows_to_read_for_schema_inference;
format_settings.column_names_for_schema_inference = settings.column_names_for_schema_inference;
format_settings.schema_inference_hints = settings.schema_inference_hints;
format_settings.schema_inference_make_columns_nullable = settings.schema_inference_make_columns_nullable;
format_settings.mysql_dump.table_name = settings.input_format_mysql_dump_table_name;
format_settings.mysql_dump.map_column_names = settings.input_format_mysql_dump_map_column_names;
format_settings.sql_insert.max_batch_size = settings.output_format_sql_insert_max_batch_size;
format_settings.sql_insert.include_column_names = settings.output_format_sql_insert_include_column_names;
format_settings.sql_insert.table_name = settings.output_format_sql_insert_table_name;
format_settings.sql_insert.use_replace = settings.output_format_sql_insert_use_replace;
format_settings.sql_insert.quote_names = settings.output_format_sql_insert_quote_names;
format_settings.try_infer_integers = settings.input_format_try_infer_integers;
format_settings.try_infer_dates = settings.input_format_try_infer_dates;
format_settings.try_infer_datetimes = settings.input_format_try_infer_datetimes;
format_settings.bson.output_string_as_string = settings.output_format_bson_string_as_string;
format_settings.bson.skip_fields_with_unsupported_types_in_schema_inference = settings.input_format_bson_skip_fields_with_unsupported_types_in_schema_inference;
format_settings.max_binary_string_size = settings.format_binary_max_string_size;
format_settings.max_binary_array_size = settings.format_binary_max_array_size;
format_settings.native.allow_types_conversion = settings.input_format_native_allow_types_conversion;
format_settings.max_parser_depth = context->getSettingsRef().max_parser_depth;
format_settings.client_protocol_version = context->getClientProtocolVersion();
/// Validate avro_schema_registry_url with RemoteHostFilter when non-empty and in Server context
if (format_settings.schema.is_server)
{
const Poco::URI & avro_schema_registry_url = settings.format_avro_schema_registry_url;
if (!avro_schema_registry_url.empty())
context->getRemoteHostFilter().checkURL(avro_schema_registry_url);
}
return format_settings;
}
template FormatSettings getFormatSettings<FormatFactorySettings>(ContextPtr context, const FormatFactorySettings & settings);
template FormatSettings getFormatSettings<Settings>(ContextPtr context, const Settings & settings);
InputFormatPtr FormatFactory::getInput(
const String & name,
ReadBuffer & _buf,
const Block & sample,
ContextPtr context,
UInt64 max_block_size,
const std::optional<FormatSettings> & _format_settings,
std::optional<size_t> _max_parsing_threads,
std::optional<size_t> _max_download_threads,
bool is_remote_fs,
CompressionMethod compression) const
{
const auto& creators = getCreators(name);
if (!creators.input_creator && !creators.random_access_input_creator)
throw Exception(ErrorCodes::FORMAT_IS_NOT_SUITABLE_FOR_INPUT, "Format {} is not suitable for input", name);
auto format_settings = _format_settings ? *_format_settings : getFormatSettings(context);
const Settings & settings = context->getSettingsRef();
size_t max_parsing_threads = _max_parsing_threads.value_or(settings.max_threads);
size_t max_download_threads = _max_download_threads.value_or(settings.max_download_threads);
RowInputFormatParams row_input_format_params;
row_input_format_params.max_block_size = max_block_size;
row_input_format_params.allow_errors_num = format_settings.input_allow_errors_num;
row_input_format_params.allow_errors_ratio = format_settings.input_allow_errors_ratio;
row_input_format_params.max_execution_time = settings.max_execution_time;
row_input_format_params.timeout_overflow_mode = settings.timeout_overflow_mode;
if (context->hasQueryContext() && settings.log_queries)
context->getQueryContext()->addQueryFactoriesInfo(Context::QueryLogFactories::Format, name);
// Add ParallelReadBuffer and decompression if needed.
auto owned_buf = wrapReadBufferIfNeeded(_buf, compression, creators, format_settings, settings, is_remote_fs, max_download_threads);
auto & buf = owned_buf ? *owned_buf : _buf;
// Decide whether to use ParallelParsingInputFormat.
bool parallel_parsing = max_parsing_threads > 1 && settings.input_format_parallel_parsing && creators.file_segmentation_engine && !creators.random_access_input_creator;
if (settings.max_memory_usage && settings.min_chunk_bytes_for_parallel_parsing * max_parsing_threads * 2 > settings.max_memory_usage)
parallel_parsing = false;
if (settings.max_memory_usage_for_user && settings.min_chunk_bytes_for_parallel_parsing * max_parsing_threads * 2 > settings.max_memory_usage_for_user)
parallel_parsing = false;
if (parallel_parsing)
{
const auto & non_trivial_prefix_and_suffix_checker = creators.non_trivial_prefix_and_suffix_checker;
/// Disable parallel parsing for input formats with non-trivial readPrefix() and readSuffix().
if (non_trivial_prefix_and_suffix_checker && non_trivial_prefix_and_suffix_checker(buf))
parallel_parsing = false;
}
// Create the InputFormat in one of 3 ways.
InputFormatPtr format;
if (parallel_parsing)
{
const auto & input_getter = creators.input_creator;
/// Const reference is copied to lambda.
auto parser_creator = [input_getter, sample, row_input_format_params, format_settings]
(ReadBuffer & input) -> InputFormatPtr
{ return input_getter(input, sample, row_input_format_params, format_settings); };
ParallelParsingInputFormat::Params params{
buf, sample, parser_creator, creators.file_segmentation_engine, name, max_parsing_threads,
settings.min_chunk_bytes_for_parallel_parsing, max_block_size, context->getApplicationType() == Context::ApplicationType::SERVER};
format = std::make_shared<ParallelParsingInputFormat>(params);
}
else if (creators.random_access_input_creator)
{
format = creators.random_access_input_creator(
buf,
sample,
format_settings,
context->getReadSettings(),
is_remote_fs,
max_download_threads,
max_parsing_threads);
}
else
{
format = creators.input_creator(buf, sample, row_input_format_params, format_settings);
}
if (owned_buf)
format->addBuffer(std::move(owned_buf));
if (!settings.input_format_record_errors_file_path.toString().empty())
format->setErrorsLogger(std::make_shared<ParallelInputFormatErrorsLogger>(context));
/// It's a kludge. Because I cannot remove context from values format.
/// (Not needed in the parallel_parsing case above because VALUES format doesn't support it.)
if (auto * values = typeid_cast<ValuesBlockInputFormat *>(format.get()))
values->setContext(context);
return format;
}
std::unique_ptr<ReadBuffer> FormatFactory::wrapReadBufferIfNeeded(
ReadBuffer & buf,
CompressionMethod compression,
const Creators & creators,
const FormatSettings & format_settings,
const Settings & settings,
bool is_remote_fs,
size_t max_download_threads) const
{
std::unique_ptr<ReadBuffer> res;
bool parallel_read = is_remote_fs && max_download_threads > 1 && format_settings.seekable_read && isBufferWithFileSize(buf);
if (creators.random_access_input_creator)
parallel_read &= compression != CompressionMethod::None;
size_t file_size = 0;
if (parallel_read)
{
try
{
file_size = getFileSizeFromReadBuffer(buf);
parallel_read = file_size >= 2 * settings.max_download_buffer_size;
}
catch (const Poco::Exception & e)
{
parallel_read = false;
LOG_TRACE(
&Poco::Logger::get("FormatFactory"),
"Failed to setup ParallelReadBuffer because of an exception:\n{}.\n"
"Falling back to the single-threaded buffer",
e.displayText());
}
}
if (parallel_read)
{
LOG_TRACE(
&Poco::Logger::get("FormatFactory"),
"Using ParallelReadBuffer with {} workers with chunks of {} bytes",
max_download_threads,
settings.max_download_buffer_size);
res = wrapInParallelReadBufferIfSupported(
buf, threadPoolCallbackRunner<void>(getIOThreadPool().get(), "ParallelRead"),
max_download_threads, settings.max_download_buffer_size, file_size);
}
if (compression != CompressionMethod::None)
{
if (!res)
res = wrapReadBufferReference(buf);
res = wrapReadBufferWithCompressionMethod(std::move(res), compression, static_cast<int>(settings.zstd_window_log_max));
}
return res;
}
static void addExistingProgressToOutputFormat(OutputFormatPtr format, ContextPtr context)
{
auto element_id = context->getProcessListElement();
if (element_id)
{
/// While preparing the query there might have been progress (for example in subscalar subqueries) so add it here
auto current_progress = element_id->getProgressIn();
Progress read_progress{current_progress.read_rows, current_progress.read_bytes, current_progress.total_rows_to_read};
format->onProgress(read_progress);
/// Update the start of the statistics to use the start of the query, and not the creation of the format class
format->setStartTime(element_id->getQueryCPUStartTime(), true);
}
}
OutputFormatPtr FormatFactory::getOutputFormatParallelIfPossible(
const String & name,
WriteBuffer & buf,
const Block & sample,
ContextPtr context,
const std::optional<FormatSettings> & _format_settings) const
{
const auto & output_getter = getCreators(name).output_creator;
if (!output_getter)
throw Exception(ErrorCodes::FORMAT_IS_NOT_SUITABLE_FOR_OUTPUT, "Format {} is not suitable for output", name);
auto format_settings = _format_settings ? *_format_settings : getFormatSettings(context);
const Settings & settings = context->getSettingsRef();
if (settings.output_format_parallel_formatting && getCreators(name).supports_parallel_formatting
&& !settings.output_format_json_array_of_rows)
{
auto formatter_creator = [output_getter, sample, format_settings] (WriteBuffer & output) -> OutputFormatPtr
{
return output_getter(output, sample, format_settings);
};
ParallelFormattingOutputFormat::Params builder{buf, sample, formatter_creator, settings.max_threads};
if (context->hasQueryContext() && settings.log_queries)
context->getQueryContext()->addQueryFactoriesInfo(Context::QueryLogFactories::Format, name);
auto format = std::make_shared<ParallelFormattingOutputFormat>(builder);
addExistingProgressToOutputFormat(format, context);
return format;
}
return getOutputFormat(name, buf, sample, context, format_settings);
}
OutputFormatPtr FormatFactory::getOutputFormat(
const String & name,
WriteBuffer & buf,
const Block & sample,
ContextPtr context,
const std::optional<FormatSettings> & _format_settings) const
{
const auto & output_getter = getCreators(name).output_creator;
if (!output_getter)
throw Exception(ErrorCodes::FORMAT_IS_NOT_SUITABLE_FOR_OUTPUT, "Format {} is not suitable for output", name);
if (context->hasQueryContext() && context->getSettingsRef().log_queries)
context->getQueryContext()->addQueryFactoriesInfo(Context::QueryLogFactories::Format, name);
auto format_settings = _format_settings ? *_format_settings : getFormatSettings(context);
format_settings.max_threads = context->getSettingsRef().max_threads;
/** TODO: Materialization is needed, because formats can use the functions `IDataType`,
* which only work with full columns.
*/
auto format = output_getter(buf, sample, format_settings);
/// Enable auto-flush for streaming mode. Currently it is needed by INSERT WATCH query.
if (format_settings.enable_streaming)
format->setAutoFlush();
/// It's a kludge. Because I cannot remove context from MySQL format.
if (auto * mysql = typeid_cast<MySQLOutputFormat *>(format.get()))
mysql->setContext(context);
addExistingProgressToOutputFormat(format, context);
return format;
}
String FormatFactory::getContentType(
const String & name,
ContextPtr context,
const std::optional<FormatSettings> & _format_settings) const
{
const auto & output_getter = getCreators(name).output_creator;
if (!output_getter)
throw Exception(ErrorCodes::FORMAT_IS_NOT_SUITABLE_FOR_OUTPUT, "Format {} is not suitable for output", name);
auto format_settings = _format_settings ? *_format_settings : getFormatSettings(context);
Block empty_block;
WriteBufferFromOwnString empty_buffer;
auto format = output_getter(empty_buffer, empty_block, format_settings);
return format->getContentType();
}
SchemaReaderPtr FormatFactory::getSchemaReader(
const String & name,
ReadBuffer & buf,
ContextPtr & context,
const std::optional<FormatSettings> & _format_settings) const
{
const auto & schema_reader_creator = dict.at(name).schema_reader_creator;
if (!schema_reader_creator)
throw Exception(ErrorCodes::LOGICAL_ERROR, "FormatFactory: Format {} doesn't support schema inference.", name);
auto format_settings = _format_settings ? *_format_settings : getFormatSettings(context);
auto schema_reader = schema_reader_creator(buf, format_settings);
if (schema_reader->needContext())
schema_reader->setContext(context);
return schema_reader;
}
ExternalSchemaReaderPtr FormatFactory::getExternalSchemaReader(
const String & name,
ContextPtr & context,
const std::optional<FormatSettings> & _format_settings) const
{
const auto & external_schema_reader_creator = dict.at(name).external_schema_reader_creator;
if (!external_schema_reader_creator)
throw Exception(ErrorCodes::LOGICAL_ERROR, "FormatFactory: Format {} doesn't support schema inference.", name);
auto format_settings = _format_settings ? *_format_settings : getFormatSettings(context);
return external_schema_reader_creator(format_settings);
}
void FormatFactory::registerInputFormat(const String & name, InputCreator input_creator)
{
chassert(input_creator);
auto & creators = dict[name];
if (creators.input_creator || creators.random_access_input_creator)
throw Exception(ErrorCodes::LOGICAL_ERROR, "FormatFactory: Input format {} is already registered", name);
creators.input_creator = std::move(input_creator);
registerFileExtension(name, name);
KnownFormatNames::instance().add(name);
}
void FormatFactory::registerRandomAccessInputFormat(const String & name, RandomAccessInputCreator input_creator)
{
chassert(input_creator);
auto & creators = dict[name];
if (creators.input_creator || creators.random_access_input_creator)
throw Exception(ErrorCodes::LOGICAL_ERROR, "FormatFactory: Input format {} is already registered", name);
creators.random_access_input_creator = std::move(input_creator);
registerFileExtension(name, name);
KnownFormatNames::instance().add(name);
}
void FormatFactory::registerNonTrivialPrefixAndSuffixChecker(const String & name, NonTrivialPrefixAndSuffixChecker non_trivial_prefix_and_suffix_checker)
{
auto & target = dict[name].non_trivial_prefix_and_suffix_checker;
if (target)
throw Exception(ErrorCodes::LOGICAL_ERROR, "FormatFactory: Non trivial prefix and suffix checker {} is already registered", name);
target = std::move(non_trivial_prefix_and_suffix_checker);
}
void FormatFactory::registerAppendSupportChecker(const String & name, AppendSupportChecker append_support_checker)
{
auto & target = dict[name].append_support_checker;
if (target)
throw Exception(ErrorCodes::LOGICAL_ERROR, "FormatFactory: Suffix checker {} is already registered", name);
target = std::move(append_support_checker);
}
void FormatFactory::markFormatHasNoAppendSupport(const String & name)
{
registerAppendSupportChecker(name, [](const FormatSettings &){ return false; });
}
bool FormatFactory::checkIfFormatSupportAppend(const String & name, ContextPtr context, const std::optional<FormatSettings> & format_settings_)
{
auto format_settings = format_settings_ ? *format_settings_ : getFormatSettings(context);
auto & append_support_checker = dict[name].append_support_checker;
/// By default we consider that format supports append
return !append_support_checker || append_support_checker(format_settings);
}
void FormatFactory::registerOutputFormat(const String & name, OutputCreator output_creator)
{
auto & target = dict[name].output_creator;
if (target)
throw Exception(ErrorCodes::LOGICAL_ERROR, "FormatFactory: Output format {} is already registered", name);
target = std::move(output_creator);
registerFileExtension(name, name);
KnownFormatNames::instance().add(name);
}
void FormatFactory::registerFileExtension(const String & extension, const String & format_name)
{
file_extension_formats[boost::to_lower_copy(extension)] = format_name;
}
String FormatFactory::getFormatFromFileName(String file_name, bool throw_if_not_found)
{
if (file_name == "stdin")
return getFormatFromFileDescriptor(STDIN_FILENO);
CompressionMethod compression_method = chooseCompressionMethod(file_name, "");
if (CompressionMethod::None != compression_method)
{
auto pos = file_name.find_last_of('.');
if (pos != String::npos)
file_name = file_name.substr(0, pos);
}
auto pos = file_name.find_last_of('.');
if (pos == String::npos)
{
if (throw_if_not_found)
throw Exception(ErrorCodes::BAD_ARGUMENTS, "Cannot determine the file format by it's extension");
return "";
}
String file_extension = file_name.substr(pos + 1, String::npos);
boost::algorithm::to_lower(file_extension);
auto it = file_extension_formats.find(file_extension);
if (it == file_extension_formats.end())
{
if (throw_if_not_found)
throw Exception(ErrorCodes::BAD_ARGUMENTS, "Cannot determine the file format by it's extension");
return "";
}
return it->second;
}
String FormatFactory::getFormatFromFileDescriptor(int fd)
{
#ifdef OS_LINUX
std::string proc_path = fmt::format("/proc/self/fd/{}", fd);
char file_path[PATH_MAX] = {'\0'};
if (readlink(proc_path.c_str(), file_path, sizeof(file_path) - 1) != -1)
return getFormatFromFileName(file_path, false);
return "";
#elif defined(OS_DARWIN)
char file_path[PATH_MAX] = {'\0'};
if (fcntl(fd, F_GETPATH, file_path) != -1)
return getFormatFromFileName(file_path, false);
return "";
#else
(void)fd;
return "";
#endif
}
void FormatFactory::registerFileSegmentationEngine(const String & name, FileSegmentationEngine file_segmentation_engine)
{
auto & target = dict[name].file_segmentation_engine;
if (target)
throw Exception(ErrorCodes::LOGICAL_ERROR, "FormatFactory: File segmentation engine {} is already registered", name);
target = std::move(file_segmentation_engine);
}
void FormatFactory::registerSchemaReader(const String & name, SchemaReaderCreator schema_reader_creator)
{
auto & target = dict[name].schema_reader_creator;
if (target)
throw Exception(ErrorCodes::LOGICAL_ERROR, "FormatFactory: Schema reader {} is already registered", name);
target = std::move(schema_reader_creator);
}
void FormatFactory::registerExternalSchemaReader(const String & name, ExternalSchemaReaderCreator external_schema_reader_creator)
{
auto & target = dict[name].external_schema_reader_creator;
if (target)
throw Exception(ErrorCodes::LOGICAL_ERROR, "FormatFactory: Schema reader {} is already registered", name);
target = std::move(external_schema_reader_creator);
}
void FormatFactory::markOutputFormatSupportsParallelFormatting(const String & name)
{
auto & target = dict[name].supports_parallel_formatting;
if (target)
throw Exception(ErrorCodes::LOGICAL_ERROR, "FormatFactory: Output format {} is already marked as supporting parallel formatting", name);
target = true;
}
void FormatFactory::markFormatSupportsSubsetOfColumns(const String & name)
{
auto & target = dict[name].subset_of_columns_support_checker;
if (target)
throw Exception(ErrorCodes::LOGICAL_ERROR, "FormatFactory: Format {} is already marked as supporting subset of columns", name);
target = [](const FormatSettings &){ return true; };
}
void FormatFactory::registerSubsetOfColumnsSupportChecker(const String & name, SubsetOfColumnsSupportChecker subset_of_columns_support_checker)
{
auto & target = dict[name].subset_of_columns_support_checker;
if (target)
throw Exception(ErrorCodes::LOGICAL_ERROR, "FormatFactory: Format {} is already marked as supporting subset of columns", name);
target = std::move(subset_of_columns_support_checker);
}
void FormatFactory::markOutputFormatPrefersLargeBlocks(const String & name)
{
auto & target = dict[name].prefers_large_blocks;
if (target)
throw Exception(ErrorCodes::LOGICAL_ERROR, "FormatFactory: Format {} is already marked as preferring large blocks", name);
target = true;
}
bool FormatFactory::checkIfFormatSupportsSubsetOfColumns(const DB::String & name, const ContextPtr & context, const std::optional<FormatSettings> & format_settings_) const
{
const auto & target = getCreators(name);
auto format_settings = format_settings_ ? *format_settings_ : getFormatSettings(context);
return target.subset_of_columns_support_checker && target.subset_of_columns_support_checker(format_settings);
}
void FormatFactory::registerAdditionalInfoForSchemaCacheGetter(
const String & name, AdditionalInfoForSchemaCacheGetter additional_info_for_schema_cache_getter)
{
auto & target = dict[name].additional_info_for_schema_cache_getter;
if (target)
throw Exception(ErrorCodes::LOGICAL_ERROR, "FormatFactory: additional info for schema cache getter {} is already registered", name);
target = std::move(additional_info_for_schema_cache_getter);
}
String FormatFactory::getAdditionalInfoForSchemaCache(const String & name, ContextPtr context, const std::optional<FormatSettings> & format_settings_)
{
const auto & additional_info_getter = getCreators(name).additional_info_for_schema_cache_getter;
if (!additional_info_getter)
return "";
auto format_settings = format_settings_ ? *format_settings_ : getFormatSettings(context);
return additional_info_getter(format_settings);
}
bool FormatFactory::isInputFormat(const String & name) const
{
auto it = dict.find(name);
return it != dict.end() && (it->second.input_creator || it->second.random_access_input_creator);
}
bool FormatFactory::isOutputFormat(const String & name) const
{
auto it = dict.find(name);
return it != dict.end() && it->second.output_creator;
}
bool FormatFactory::checkIfFormatHasSchemaReader(const String & name) const
{
const auto & target = getCreators(name);
return bool(target.schema_reader_creator);
}
bool FormatFactory::checkIfFormatHasExternalSchemaReader(const String & name) const
{
const auto & target = getCreators(name);
return bool(target.external_schema_reader_creator);
}
bool FormatFactory::checkIfFormatHasAnySchemaReader(const String & name) const
{
return checkIfFormatHasSchemaReader(name) || checkIfFormatHasExternalSchemaReader(name);
}
bool FormatFactory::checkIfOutputFormatPrefersLargeBlocks(const String & name) const
{
const auto & target = getCreators(name);
return target.prefers_large_blocks;
}
bool FormatFactory::checkParallelizeOutputAfterReading(const String & name, ContextPtr context) const
{
if (name == "Parquet" && context->getSettingsRef().input_format_parquet_preserve_order)
return false;
return true;
}
void FormatFactory::checkFormatName(const String & name) const
{
auto it = dict.find(name);
if (it == dict.end())
throw Exception(ErrorCodes::UNKNOWN_FORMAT, "Unknown format {}", name);
}
FormatFactory & FormatFactory::instance()
{
static FormatFactory ret;
return ret;
}
}
|