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
|
#include <IO/ReadHelpers.h>
#include <IO/Operators.h>
#include <DataTypes/DataTypeFactory.h>
#include <DataTypes/DataTypeNullable.h>
#include <DataTypes/Serializations/SerializationNullable.h>
#include <Formats/FormatFactory.h>
#include <Formats/ReadSchemaUtils.h>
#include <Formats/registerWithNamesAndTypes.h>
#include <Formats/verbosePrintString.h>
#include <Formats/EscapingRuleUtils.h>
#include <Processors/Formats/Impl/TabSeparatedRowInputFormat.h>
namespace DB
{
namespace ErrorCodes
{
extern const int INCORRECT_DATA;
extern const int LOGICAL_ERROR;
}
/** Check for a common error case - usage of Windows line feed.
*/
static void checkForCarriageReturn(ReadBuffer & in)
{
if (!in.eof() && (in.position()[0] == '\r' || (in.position() != in.buffer().begin() && in.position()[-1] == '\r')))
throw Exception(ErrorCodes::INCORRECT_DATA, "\nYou have carriage return (\\r, 0x0D, ASCII 13) at end of first row."
"\nIt's like your input data has DOS/Windows style line separators, that are illegal in TabSeparated format."
" You must transform your file to Unix format."
"\nBut if you really need carriage return at end of string value of last column, you need to escape it as \\r.");
}
TabSeparatedRowInputFormat::TabSeparatedRowInputFormat(
const Block & header_,
ReadBuffer & in_,
const Params & params_,
bool with_names_,
bool with_types_,
bool is_raw_,
const FormatSettings & format_settings_)
: TabSeparatedRowInputFormat(header_, std::make_unique<PeekableReadBuffer>(in_), params_, with_names_, with_types_, is_raw_, format_settings_)
{
}
TabSeparatedRowInputFormat::TabSeparatedRowInputFormat(
const Block & header_,
std::unique_ptr<PeekableReadBuffer> in_,
const Params & params_,
bool with_names_,
bool with_types_,
bool is_raw,
const FormatSettings & format_settings_)
: RowInputFormatWithNamesAndTypes(
header_,
*in_,
params_,
false,
with_names_,
with_types_,
format_settings_,
std::make_unique<TabSeparatedFormatReader>(*in_, format_settings_, is_raw),
format_settings_.tsv.try_detect_header)
, buf(std::move(in_))
{
}
void TabSeparatedRowInputFormat::setReadBuffer(ReadBuffer & in_)
{
buf->setSubBuffer(in_);
}
void TabSeparatedRowInputFormat::resetParser()
{
RowInputFormatWithNamesAndTypes::resetParser();
buf->reset();
}
TabSeparatedFormatReader::TabSeparatedFormatReader(PeekableReadBuffer & in_, const FormatSettings & format_settings_, bool is_raw_)
: FormatWithNamesAndTypesReader(in_, format_settings_), buf(&in_), is_raw(is_raw_)
{
}
void TabSeparatedFormatReader::skipFieldDelimiter()
{
assertChar('\t', *buf);
}
void TabSeparatedFormatReader::skipRowEndDelimiter()
{
if (buf->eof())
return;
if (unlikely(first_row))
{
checkForCarriageReturn(*buf);
first_row = false;
}
assertChar('\n', *buf);
}
template <bool read_string>
String TabSeparatedFormatReader::readFieldIntoString()
{
String field;
if (is_raw)
readString(field, *buf);
else
{
if constexpr (read_string)
readEscapedString(field, *buf);
else
readTSVField(field, *buf);
}
return field;
}
void TabSeparatedFormatReader::skipField()
{
NullOutput out;
if (is_raw)
readStringInto(out, *buf);
else
readEscapedStringInto(out, *buf);
}
void TabSeparatedFormatReader::skipHeaderRow()
{
do
{
skipField();
}
while (checkChar('\t', *buf));
skipRowEndDelimiter();
}
template <bool is_header_row>
std::vector<String> TabSeparatedFormatReader::readRowImpl()
{
std::vector<String> fields;
do
{
fields.push_back(readFieldIntoString<is_header_row>());
}
while (checkChar('\t', *buf));
skipRowEndDelimiter();
return fields;
}
bool TabSeparatedFormatReader::readField(IColumn & column, const DataTypePtr & type,
const SerializationPtr & serialization, bool is_last_file_column, const String & /*column_name*/)
{
const bool at_delimiter = !is_last_file_column && !buf->eof() && *buf->position() == '\t';
const bool at_last_column_line_end = is_last_file_column && (buf->eof() || *buf->position() == '\n');
if (format_settings.tsv.empty_as_default && (at_delimiter || at_last_column_line_end))
{
column.insertDefault();
return false;
}
bool as_nullable = format_settings.null_as_default && !isNullableOrLowCardinalityNullable(type);
if (is_raw)
{
if (as_nullable)
return SerializationNullable::deserializeTextRawImpl(column, *buf, format_settings, serialization);
serialization->deserializeTextRaw(column, *buf, format_settings);
return true;
}
if (as_nullable)
return SerializationNullable::deserializeTextEscapedImpl(column, *buf, format_settings, serialization);
serialization->deserializeTextEscaped(column, *buf, format_settings);
return true;
}
bool TabSeparatedFormatReader::parseFieldDelimiterWithDiagnosticInfo(WriteBuffer & out)
{
try
{
assertChar('\t', *buf);
}
catch (const DB::Exception &)
{
if (*buf->position() == '\n')
{
out << "ERROR: Line feed found where tab is expected."
" It's like your file has less columns than expected.\n"
"And if your file has the right number of columns, "
"maybe it has an unescaped backslash in value before tab, which causes the tab to be escaped.\n";
}
else if (*buf->position() == '\r')
{
out << "ERROR: Carriage return found where tab is expected.\n";
}
else
{
out << "ERROR: There is no tab. ";
verbosePrintString(buf->position(), buf->position() + 1, out);
out << " found instead.\n";
}
return false;
}
return true;
}
bool TabSeparatedFormatReader::parseRowEndWithDiagnosticInfo(WriteBuffer & out)
{
if (buf->eof())
return true;
try
{
assertChar('\n', *buf);
}
catch (const DB::Exception &)
{
if (*buf->position() == '\t')
{
out << "ERROR: Tab found where line feed is expected."
" It's like your file has more columns than expected.\n"
"And if your file has the right number of columns, maybe it has an unescaped tab in a value.\n";
}
else if (*buf->position() == '\r')
{
out << "ERROR: Carriage return found where line feed is expected."
" It's like your file has DOS/Windows style line separators, that is illegal in TabSeparated format.\n";
}
else
{
out << "ERROR: There is no line feed. ";
verbosePrintString(buf->position(), buf->position() + 1, out);
out << " found instead.\n";
}
return false;
}
return true;
}
void TabSeparatedFormatReader::checkNullValueForNonNullable(DataTypePtr type)
{
bool can_be_parsed_as_null = isNullableOrLowCardinalityNullable(type) || format_settings.null_as_default;
// check null value for type is not nullable. don't cross buffer bound for simplicity, so maybe missing some case
if (!can_be_parsed_as_null && !buf->eof())
{
if (*buf->position() == '\\' && buf->available() >= 2)
{
++buf->position();
if (*buf->position() == 'N')
{
++buf->position();
throw Exception(ErrorCodes::INCORRECT_DATA, "Unexpected NULL value of not Nullable type {}", type->getName());
}
else
{
--buf->position();
}
}
}
}
void TabSeparatedFormatReader::skipPrefixBeforeHeader()
{
for (size_t i = 0; i != format_settings.tsv.skip_first_lines; ++i)
readRow();
}
void TabSeparatedRowInputFormat::syncAfterError()
{
skipToUnescapedNextLineOrEOF(*buf);
}
void TabSeparatedFormatReader::setReadBuffer(ReadBuffer & in_)
{
buf = assert_cast<PeekableReadBuffer *>(&in_);
FormatWithNamesAndTypesReader::setReadBuffer(*buf);
}
bool TabSeparatedFormatReader::checkForSuffix()
{
if (!format_settings.tsv.skip_trailing_empty_lines)
return buf->eof();
PeekableReadBufferCheckpoint checkpoint(*buf);
while (checkChar('\n', *buf) || checkChar('\r', *buf));
if (buf->eof())
return true;
buf->rollbackToCheckpoint();
return false;
}
void TabSeparatedFormatReader::skipRow()
{
ReadBuffer & istr = *buf;
while (!istr.eof())
{
char * pos;
if (is_raw)
pos = find_first_symbols<'\r', '\n'>(istr.position(), istr.buffer().end());
else
pos = find_first_symbols<'\\', '\r', '\n'>(istr.position(), istr.buffer().end());
istr.position() = pos;
if (istr.position() > istr.buffer().end())
throw Exception(ErrorCodes::LOGICAL_ERROR, "Position in buffer is out of bounds. There must be a bug.");
else if (pos == istr.buffer().end())
continue;
if (!is_raw && *istr.position() == '\\')
{
++istr.position();
if (!istr.eof())
++istr.position();
continue;
}
if (*istr.position() == '\n')
{
++istr.position();
if (!istr.eof() && *istr.position() == '\r')
++istr.position();
return;
}
else if (*istr.position() == '\r')
{
++istr.position();
if (!istr.eof() && *istr.position() == '\n')
{
++istr.position();
return;
}
}
}
}
bool TabSeparatedFormatReader::checkForEndOfRow()
{
return buf->eof() || *buf->position() == '\n';
}
TabSeparatedSchemaReader::TabSeparatedSchemaReader(
ReadBuffer & in_, bool with_names_, bool with_types_, bool is_raw_, const FormatSettings & format_settings_)
: FormatWithNamesAndTypesSchemaReader(
buf,
format_settings_,
with_names_,
with_types_,
&reader,
getDefaultDataTypeForEscapingRule(is_raw_ ? FormatSettings::EscapingRule::Raw : FormatSettings::EscapingRule::Escaped),
format_settings_.tsv.try_detect_header)
, buf(in_)
, reader(buf, format_settings_, is_raw_)
{
}
std::optional<std::pair<std::vector<String>, DataTypes>> TabSeparatedSchemaReader::readRowAndGetFieldsAndDataTypes()
{
if (buf.eof())
return {};
auto fields = reader.readRow();
auto data_types = tryInferDataTypesByEscapingRule(fields, reader.getFormatSettings(), reader.getEscapingRule());
return std::make_pair(fields, data_types);
}
std::optional<DataTypes> TabSeparatedSchemaReader::readRowAndGetDataTypesImpl()
{
auto fields_with_types = readRowAndGetFieldsAndDataTypes();
if (!fields_with_types)
return {};
return std::move(fields_with_types->second);
}
void registerInputFormatTabSeparated(FormatFactory & factory)
{
for (bool is_raw : {false, true})
{
auto register_func = [&](const String & format_name, bool with_names, bool with_types)
{
factory.registerInputFormat(format_name, [with_names, with_types, is_raw](
ReadBuffer & buf,
const Block & sample,
IRowInputFormat::Params params,
const FormatSettings & settings)
{
return std::make_shared<TabSeparatedRowInputFormat>(sample, buf, std::move(params), with_names, with_types, is_raw, settings);
});
};
registerWithNamesAndTypes(is_raw ? "TabSeparatedRaw" : "TabSeparated", register_func);
registerWithNamesAndTypes(is_raw ? "TSVRaw" : "TSV", register_func);
}
}
void registerTSVSchemaReader(FormatFactory & factory)
{
for (bool is_raw : {false, true})
{
auto register_func = [&](const String & format_name, bool with_names, bool with_types)
{
factory.registerSchemaReader(format_name, [with_names, with_types, is_raw](ReadBuffer & buf, const FormatSettings & settings)
{
return std::make_shared<TabSeparatedSchemaReader>(buf, with_names, with_types, is_raw, settings);
});
if (!with_types)
{
factory.registerAdditionalInfoForSchemaCacheGetter(format_name, [with_names, is_raw](const FormatSettings & settings)
{
String result = getAdditionalFormatInfoByEscapingRule(
settings, is_raw ? FormatSettings::EscapingRule::Raw : FormatSettings::EscapingRule::Escaped);
if (!with_names)
result += fmt::format(
", column_names_for_schema_inference={}, try_detect_header={}",
settings.column_names_for_schema_inference,
settings.tsv.try_detect_header);
return result;
});
}
};
registerWithNamesAndTypes(is_raw ? "TabSeparatedRaw" : "TabSeparated", register_func);
registerWithNamesAndTypes(is_raw ? "TSVRaw" : "TSV", register_func);
}
}
static std::pair<bool, size_t> fileSegmentationEngineTabSeparatedImpl(ReadBuffer & in, DB::Memory<> & memory, bool is_raw, size_t min_bytes, size_t min_rows, size_t max_rows)
{
bool need_more_data = true;
char * pos = in.position();
size_t number_of_rows = 0;
if (max_rows && (max_rows < min_rows))
max_rows = min_rows;
while (loadAtPosition(in, memory, pos) && need_more_data)
{
if (is_raw)
pos = find_first_symbols<'\r', '\n'>(pos, in.buffer().end());
else
pos = find_first_symbols<'\\', '\r', '\n'>(pos, in.buffer().end());
if (pos > in.buffer().end())
throw Exception(ErrorCodes::LOGICAL_ERROR, "Position in buffer is out of bounds. There must be a bug.");
else if (pos == in.buffer().end())
continue;
if (!is_raw && *pos == '\\')
{
++pos;
if (loadAtPosition(in, memory, pos))
++pos;
continue;
}
if (*pos == '\n')
{
++pos;
if (loadAtPosition(in, memory, pos) && *pos == '\r')
++pos;
}
else if (*pos == '\r')
{
++pos;
if (loadAtPosition(in, memory, pos) && *pos == '\n')
++pos;
else
continue;
}
++number_of_rows;
if ((number_of_rows >= min_rows)
&& ((memory.size() + static_cast<size_t>(pos - in.position()) >= min_bytes) || (number_of_rows == max_rows)))
need_more_data = false;
}
saveUpToPosition(in, memory, pos);
return {loadAtPosition(in, memory, pos), number_of_rows};
}
void registerFileSegmentationEngineTabSeparated(FormatFactory & factory)
{
for (bool is_raw : {false, true})
{
auto register_func = [&](const String & format_name, bool, bool)
{
static constexpr size_t min_rows = 3; /// Make it 3 for header auto detection (first 3 rows must be always in the same segment).
factory.registerFileSegmentationEngine(format_name, [is_raw](ReadBuffer & in, DB::Memory<> & memory, size_t min_bytes, size_t max_rows)
{
return fileSegmentationEngineTabSeparatedImpl(in, memory, is_raw, min_bytes, min_rows, max_rows);
});
};
registerWithNamesAndTypes(is_raw ? "TSVRaw" : "TSV", register_func);
registerWithNamesAndTypes(is_raw ? "TabSeparatedRaw" : "TabSeparated", register_func);
markFormatWithNamesAndTypesSupportsSamplingColumns(is_raw ? "TSVRaw" : "TSV", factory);
markFormatWithNamesAndTypesSupportsSamplingColumns(is_raw ? "TabSeparatedRaw" : "TabSeparated", factory);
}
// We can use the same segmentation engine for TSKV.
factory.registerFileSegmentationEngine("TSKV", [](ReadBuffer & in, DB::Memory<> & memory, size_t min_bytes, size_t max_rows)
{
return fileSegmentationEngineTabSeparatedImpl(in, memory, false, min_bytes, 1, max_rows);
});
}
}
|