1 | // Licensed to the Apache Software Foundation (ASF) under one |
2 | // or more contributor license agreements. See the NOTICE file |
3 | // distributed with this work for additional information |
4 | // regarding copyright ownership. The ASF licenses this file |
5 | // to you under the Apache License, Version 2.0 (the |
6 | // "License"); you may not use this file except in compliance |
7 | // with the License. You may obtain a copy of the License at |
8 | // |
9 | // http://www.apache.org/licenses/LICENSE-2.0 |
10 | // |
11 | // Unless required by applicable law or agreed to in writing, |
12 | // software distributed under the License is distributed on an |
13 | // "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
14 | // KIND, either express or implied. See the License for the |
15 | // specific language governing permissions and limitations |
16 | // under the License. |
17 | |
18 | #include <cmath> |
19 | #include <cstdint> |
20 | #include <memory> |
21 | #include <sstream> |
22 | #include <string> |
23 | |
24 | #include "arrow/util/checked_cast.h" |
25 | #include "arrow/util/compression.h" |
26 | #include "arrow/util/logging.h" |
27 | |
28 | #include "parquet/exception.h" |
29 | #include "parquet/parquet_types.h" |
30 | #include "parquet/types.h" |
31 | |
32 | using ::arrow::internal::checked_cast; |
33 | using arrow::util::Codec; |
34 | |
35 | namespace parquet { |
36 | |
37 | bool IsCodecSupported(Compression::type codec) { |
38 | switch (codec) { |
39 | case Compression::UNCOMPRESSED: |
40 | case Compression::SNAPPY: |
41 | case Compression::GZIP: |
42 | case Compression::BROTLI: |
43 | case Compression::ZSTD: |
44 | case Compression::LZ4: |
45 | return true; |
46 | default: |
47 | return false; |
48 | } |
49 | } |
50 | |
51 | std::unique_ptr<Codec> GetCodec(Compression::type codec) { |
52 | return GetCodec(codec, Codec::UseDefaultCompressionLevel()); |
53 | } |
54 | |
55 | std::unique_ptr<Codec> GetCodec(Compression::type codec, int compression_level) { |
56 | std::unique_ptr<Codec> result; |
57 | if (!IsCodecSupported(codec)) { |
58 | std::stringstream ss; |
59 | ss << "Codec type " << Codec::GetCodecAsString(codec) |
60 | << " not supported in Parquet format" ; |
61 | throw ParquetException(ss.str()); |
62 | } |
63 | |
64 | PARQUET_THROW_NOT_OK(Codec::Create(codec, compression_level, &result)); |
65 | return result; |
66 | } |
67 | |
68 | std::string FormatStatValue(Type::type parquet_type, const std::string& val) { |
69 | std::stringstream result; |
70 | switch (parquet_type) { |
71 | case Type::BOOLEAN: |
72 | result << reinterpret_cast<const bool*>(val.c_str())[0]; |
73 | break; |
74 | case Type::INT32: |
75 | result << reinterpret_cast<const int32_t*>(val.c_str())[0]; |
76 | break; |
77 | case Type::INT64: |
78 | result << reinterpret_cast<const int64_t*>(val.c_str())[0]; |
79 | break; |
80 | case Type::DOUBLE: |
81 | result << reinterpret_cast<const double*>(val.c_str())[0]; |
82 | break; |
83 | case Type::FLOAT: |
84 | result << reinterpret_cast<const float*>(val.c_str())[0]; |
85 | break; |
86 | case Type::INT96: { |
87 | auto const i32_val = reinterpret_cast<const int32_t*>(val.c_str()); |
88 | result << i32_val[0] << " " << i32_val[1] << " " << i32_val[2]; |
89 | break; |
90 | } |
91 | case Type::BYTE_ARRAY: { |
92 | return val; |
93 | } |
94 | case Type::FIXED_LEN_BYTE_ARRAY: { |
95 | return val; |
96 | } |
97 | case Type::UNDEFINED: |
98 | default: |
99 | break; |
100 | } |
101 | return result.str(); |
102 | } |
103 | |
104 | std::string FormatStatValue(Type::type parquet_type, const char* val) { |
105 | std::stringstream result; |
106 | switch (parquet_type) { |
107 | case Type::BOOLEAN: |
108 | result << reinterpret_cast<const bool*>(val)[0]; |
109 | break; |
110 | case Type::INT32: |
111 | result << reinterpret_cast<const int32_t*>(val)[0]; |
112 | break; |
113 | case Type::INT64: |
114 | result << reinterpret_cast<const int64_t*>(val)[0]; |
115 | break; |
116 | case Type::DOUBLE: |
117 | result << reinterpret_cast<const double*>(val)[0]; |
118 | break; |
119 | case Type::FLOAT: |
120 | result << reinterpret_cast<const float*>(val)[0]; |
121 | break; |
122 | case Type::INT96: { |
123 | auto const i32_val = reinterpret_cast<const int32_t*>(val); |
124 | result << i32_val[0] << " " << i32_val[1] << " " << i32_val[2]; |
125 | break; |
126 | } |
127 | case Type::BYTE_ARRAY: { |
128 | result << val; |
129 | break; |
130 | } |
131 | case Type::FIXED_LEN_BYTE_ARRAY: { |
132 | result << val; |
133 | break; |
134 | } |
135 | case Type::UNDEFINED: |
136 | default: |
137 | break; |
138 | } |
139 | return result.str(); |
140 | } |
141 | |
142 | std::string EncodingToString(Encoding::type t) { |
143 | switch (t) { |
144 | case Encoding::PLAIN: |
145 | return "PLAIN" ; |
146 | case Encoding::PLAIN_DICTIONARY: |
147 | return "PLAIN_DICTIONARY" ; |
148 | case Encoding::RLE: |
149 | return "RLE" ; |
150 | case Encoding::BIT_PACKED: |
151 | return "BIT_PACKED" ; |
152 | case Encoding::DELTA_BINARY_PACKED: |
153 | return "DELTA_BINARY_PACKED" ; |
154 | case Encoding::DELTA_LENGTH_BYTE_ARRAY: |
155 | return "DELTA_LENGTH_BYTE_ARRAY" ; |
156 | case Encoding::DELTA_BYTE_ARRAY: |
157 | return "DELTA_BYTE_ARRAY" ; |
158 | case Encoding::RLE_DICTIONARY: |
159 | return "RLE_DICTIONARY" ; |
160 | default: |
161 | return "UNKNOWN" ; |
162 | } |
163 | } |
164 | |
165 | std::string TypeToString(Type::type t) { |
166 | switch (t) { |
167 | case Type::BOOLEAN: |
168 | return "BOOLEAN" ; |
169 | case Type::INT32: |
170 | return "INT32" ; |
171 | case Type::INT64: |
172 | return "INT64" ; |
173 | case Type::INT96: |
174 | return "INT96" ; |
175 | case Type::FLOAT: |
176 | return "FLOAT" ; |
177 | case Type::DOUBLE: |
178 | return "DOUBLE" ; |
179 | case Type::BYTE_ARRAY: |
180 | return "BYTE_ARRAY" ; |
181 | case Type::FIXED_LEN_BYTE_ARRAY: |
182 | return "FIXED_LEN_BYTE_ARRAY" ; |
183 | case Type::UNDEFINED: |
184 | default: |
185 | return "UNKNOWN" ; |
186 | } |
187 | } |
188 | |
189 | std::string ConvertedTypeToString(ConvertedType::type t) { |
190 | switch (t) { |
191 | case ConvertedType::NONE: |
192 | return "NONE" ; |
193 | case ConvertedType::UTF8: |
194 | return "UTF8" ; |
195 | case ConvertedType::MAP: |
196 | return "MAP" ; |
197 | case ConvertedType::MAP_KEY_VALUE: |
198 | return "MAP_KEY_VALUE" ; |
199 | case ConvertedType::LIST: |
200 | return "LIST" ; |
201 | case ConvertedType::ENUM: |
202 | return "ENUM" ; |
203 | case ConvertedType::DECIMAL: |
204 | return "DECIMAL" ; |
205 | case ConvertedType::DATE: |
206 | return "DATE" ; |
207 | case ConvertedType::TIME_MILLIS: |
208 | return "TIME_MILLIS" ; |
209 | case ConvertedType::TIME_MICROS: |
210 | return "TIME_MICROS" ; |
211 | case ConvertedType::TIMESTAMP_MILLIS: |
212 | return "TIMESTAMP_MILLIS" ; |
213 | case ConvertedType::TIMESTAMP_MICROS: |
214 | return "TIMESTAMP_MICROS" ; |
215 | case ConvertedType::UINT_8: |
216 | return "UINT_8" ; |
217 | case ConvertedType::UINT_16: |
218 | return "UINT_16" ; |
219 | case ConvertedType::UINT_32: |
220 | return "UINT_32" ; |
221 | case ConvertedType::UINT_64: |
222 | return "UINT_64" ; |
223 | case ConvertedType::INT_8: |
224 | return "INT_8" ; |
225 | case ConvertedType::INT_16: |
226 | return "INT_16" ; |
227 | case ConvertedType::INT_32: |
228 | return "INT_32" ; |
229 | case ConvertedType::INT_64: |
230 | return "INT_64" ; |
231 | case ConvertedType::JSON: |
232 | return "JSON" ; |
233 | case ConvertedType::BSON: |
234 | return "BSON" ; |
235 | case ConvertedType::INTERVAL: |
236 | return "INTERVAL" ; |
237 | case ConvertedType::UNDEFINED: |
238 | default: |
239 | return "UNKNOWN" ; |
240 | } |
241 | } |
242 | |
243 | int GetTypeByteSize(Type::type parquet_type) { |
244 | switch (parquet_type) { |
245 | case Type::BOOLEAN: |
246 | return type_traits<BooleanType::type_num>::value_byte_size; |
247 | case Type::INT32: |
248 | return type_traits<Int32Type::type_num>::value_byte_size; |
249 | case Type::INT64: |
250 | return type_traits<Int64Type::type_num>::value_byte_size; |
251 | case Type::INT96: |
252 | return type_traits<Int96Type::type_num>::value_byte_size; |
253 | case Type::DOUBLE: |
254 | return type_traits<DoubleType::type_num>::value_byte_size; |
255 | case Type::FLOAT: |
256 | return type_traits<FloatType::type_num>::value_byte_size; |
257 | case Type::BYTE_ARRAY: |
258 | return type_traits<ByteArrayType::type_num>::value_byte_size; |
259 | case Type::FIXED_LEN_BYTE_ARRAY: |
260 | return type_traits<FLBAType::type_num>::value_byte_size; |
261 | case Type::UNDEFINED: |
262 | default: |
263 | return 0; |
264 | } |
265 | return 0; |
266 | } |
267 | |
268 | // Return the Sort Order of the Parquet Physical Types |
269 | SortOrder::type DefaultSortOrder(Type::type primitive) { |
270 | switch (primitive) { |
271 | case Type::BOOLEAN: |
272 | case Type::INT32: |
273 | case Type::INT64: |
274 | case Type::FLOAT: |
275 | case Type::DOUBLE: |
276 | return SortOrder::SIGNED; |
277 | case Type::BYTE_ARRAY: |
278 | case Type::FIXED_LEN_BYTE_ARRAY: |
279 | return SortOrder::UNSIGNED; |
280 | case Type::INT96: |
281 | case Type::UNDEFINED: |
282 | return SortOrder::UNKNOWN; |
283 | } |
284 | return SortOrder::UNKNOWN; |
285 | } |
286 | |
287 | // Return the SortOrder of the Parquet Types using Logical or Physical Types |
288 | SortOrder::type GetSortOrder(ConvertedType::type converted, Type::type primitive) { |
289 | if (converted == ConvertedType::NONE) return DefaultSortOrder(primitive); |
290 | switch (converted) { |
291 | case ConvertedType::INT_8: |
292 | case ConvertedType::INT_16: |
293 | case ConvertedType::INT_32: |
294 | case ConvertedType::INT_64: |
295 | case ConvertedType::DATE: |
296 | case ConvertedType::TIME_MICROS: |
297 | case ConvertedType::TIME_MILLIS: |
298 | case ConvertedType::TIMESTAMP_MICROS: |
299 | case ConvertedType::TIMESTAMP_MILLIS: |
300 | return SortOrder::SIGNED; |
301 | case ConvertedType::UINT_8: |
302 | case ConvertedType::UINT_16: |
303 | case ConvertedType::UINT_32: |
304 | case ConvertedType::UINT_64: |
305 | case ConvertedType::ENUM: |
306 | case ConvertedType::UTF8: |
307 | case ConvertedType::BSON: |
308 | case ConvertedType::JSON: |
309 | return SortOrder::UNSIGNED; |
310 | case ConvertedType::DECIMAL: |
311 | case ConvertedType::LIST: |
312 | case ConvertedType::MAP: |
313 | case ConvertedType::MAP_KEY_VALUE: |
314 | case ConvertedType::INTERVAL: |
315 | case ConvertedType::NONE: // required instead of default |
316 | case ConvertedType::NA: // required instead of default |
317 | case ConvertedType::UNDEFINED: |
318 | return SortOrder::UNKNOWN; |
319 | } |
320 | return SortOrder::UNKNOWN; |
321 | } |
322 | |
323 | SortOrder::type GetSortOrder(const std::shared_ptr<const LogicalType>& logical_type, |
324 | Type::type primitive) { |
325 | SortOrder::type o = SortOrder::UNKNOWN; |
326 | if (logical_type && logical_type->is_valid()) { |
327 | o = (logical_type->is_none() ? DefaultSortOrder(primitive) |
328 | : logical_type->sort_order()); |
329 | } |
330 | return o; |
331 | } |
332 | |
333 | ColumnOrder ColumnOrder::undefined_ = ColumnOrder(ColumnOrder::UNDEFINED); |
334 | ColumnOrder ColumnOrder::type_defined_ = ColumnOrder(ColumnOrder::TYPE_DEFINED_ORDER); |
335 | |
336 | // Static methods for LogicalType class |
337 | |
338 | std::shared_ptr<const LogicalType> LogicalType::FromConvertedType( |
339 | const ConvertedType::type converted_type, |
340 | const schema::DecimalMetadata converted_decimal_metadata) { |
341 | switch (converted_type) { |
342 | case ConvertedType::UTF8: |
343 | return StringLogicalType::Make(); |
344 | case ConvertedType::MAP_KEY_VALUE: |
345 | case ConvertedType::MAP: |
346 | return MapLogicalType::Make(); |
347 | case ConvertedType::LIST: |
348 | return ListLogicalType::Make(); |
349 | case ConvertedType::ENUM: |
350 | return EnumLogicalType::Make(); |
351 | case ConvertedType::DECIMAL: |
352 | return DecimalLogicalType::Make(converted_decimal_metadata.precision, |
353 | converted_decimal_metadata.scale); |
354 | case ConvertedType::DATE: |
355 | return DateLogicalType::Make(); |
356 | case ConvertedType::TIME_MILLIS: |
357 | return TimeLogicalType::Make(true, LogicalType::TimeUnit::MILLIS); |
358 | case ConvertedType::TIME_MICROS: |
359 | return TimeLogicalType::Make(true, LogicalType::TimeUnit::MICROS); |
360 | case ConvertedType::TIMESTAMP_MILLIS: |
361 | return TimestampLogicalType::Make(true, LogicalType::TimeUnit::MILLIS, |
362 | /*is_from_converted_type=*/true, |
363 | /*force_set_converted_type=*/false); |
364 | case ConvertedType::TIMESTAMP_MICROS: |
365 | return TimestampLogicalType::Make(true, LogicalType::TimeUnit::MICROS, |
366 | /*is_from_converted_type=*/true, |
367 | /*force_set_converted_type=*/false); |
368 | case ConvertedType::INTERVAL: |
369 | return IntervalLogicalType::Make(); |
370 | case ConvertedType::INT_8: |
371 | return IntLogicalType::Make(8, true); |
372 | case ConvertedType::INT_16: |
373 | return IntLogicalType::Make(16, true); |
374 | case ConvertedType::INT_32: |
375 | return IntLogicalType::Make(32, true); |
376 | case ConvertedType::INT_64: |
377 | return IntLogicalType::Make(64, true); |
378 | case ConvertedType::UINT_8: |
379 | return IntLogicalType::Make(8, false); |
380 | case ConvertedType::UINT_16: |
381 | return IntLogicalType::Make(16, false); |
382 | case ConvertedType::UINT_32: |
383 | return IntLogicalType::Make(32, false); |
384 | case ConvertedType::UINT_64: |
385 | return IntLogicalType::Make(64, false); |
386 | case ConvertedType::JSON: |
387 | return JSONLogicalType::Make(); |
388 | case ConvertedType::BSON: |
389 | return BSONLogicalType::Make(); |
390 | case ConvertedType::NONE: |
391 | return NoLogicalType::Make(); |
392 | case ConvertedType::NA: |
393 | case ConvertedType::UNDEFINED: |
394 | return UnknownLogicalType::Make(); |
395 | } |
396 | return UnknownLogicalType::Make(); |
397 | } |
398 | |
399 | std::shared_ptr<const LogicalType> LogicalType::FromThrift( |
400 | const format::LogicalType& type) { |
401 | if (type.__isset.STRING) { |
402 | return StringLogicalType::Make(); |
403 | } else if (type.__isset.MAP) { |
404 | return MapLogicalType::Make(); |
405 | } else if (type.__isset.LIST) { |
406 | return ListLogicalType::Make(); |
407 | } else if (type.__isset.ENUM) { |
408 | return EnumLogicalType::Make(); |
409 | } else if (type.__isset.DECIMAL) { |
410 | return DecimalLogicalType::Make(type.DECIMAL.precision, type.DECIMAL.scale); |
411 | } else if (type.__isset.DATE) { |
412 | return DateLogicalType::Make(); |
413 | } else if (type.__isset.TIME) { |
414 | LogicalType::TimeUnit::unit unit; |
415 | if (type.TIME.unit.__isset.MILLIS) { |
416 | unit = LogicalType::TimeUnit::MILLIS; |
417 | } else if (type.TIME.unit.__isset.MICROS) { |
418 | unit = LogicalType::TimeUnit::MICROS; |
419 | } else if (type.TIME.unit.__isset.NANOS) { |
420 | unit = LogicalType::TimeUnit::NANOS; |
421 | } else { |
422 | unit = LogicalType::TimeUnit::UNKNOWN; |
423 | } |
424 | return TimeLogicalType::Make(type.TIME.isAdjustedToUTC, unit); |
425 | } else if (type.__isset.TIMESTAMP) { |
426 | LogicalType::TimeUnit::unit unit; |
427 | if (type.TIMESTAMP.unit.__isset.MILLIS) { |
428 | unit = LogicalType::TimeUnit::MILLIS; |
429 | } else if (type.TIMESTAMP.unit.__isset.MICROS) { |
430 | unit = LogicalType::TimeUnit::MICROS; |
431 | } else if (type.TIMESTAMP.unit.__isset.NANOS) { |
432 | unit = LogicalType::TimeUnit::NANOS; |
433 | } else { |
434 | unit = LogicalType::TimeUnit::UNKNOWN; |
435 | } |
436 | return TimestampLogicalType::Make(type.TIMESTAMP.isAdjustedToUTC, unit); |
437 | // TODO(tpboudreau): activate the commented code after parquet.thrift |
438 | // recognizes IntervalType as a LogicalType |
439 | //} else if (type.__isset.INTERVAL) { |
440 | // return IntervalLogicalType::Make(); |
441 | } else if (type.__isset.INTEGER) { |
442 | return IntLogicalType::Make(static_cast<int>(type.INTEGER.bitWidth), |
443 | type.INTEGER.isSigned); |
444 | } else if (type.__isset.UNKNOWN) { |
445 | return NullLogicalType::Make(); |
446 | } else if (type.__isset.JSON) { |
447 | return JSONLogicalType::Make(); |
448 | } else if (type.__isset.BSON) { |
449 | return BSONLogicalType::Make(); |
450 | } else if (type.__isset.UUID) { |
451 | return UUIDLogicalType::Make(); |
452 | } else { |
453 | throw ParquetException("Metadata contains Thrift LogicalType that is not recognized" ); |
454 | } |
455 | } |
456 | |
457 | std::shared_ptr<const LogicalType> LogicalType::String() { |
458 | return StringLogicalType::Make(); |
459 | } |
460 | |
461 | std::shared_ptr<const LogicalType> LogicalType::Map() { return MapLogicalType::Make(); } |
462 | |
463 | std::shared_ptr<const LogicalType> LogicalType::List() { return ListLogicalType::Make(); } |
464 | |
465 | std::shared_ptr<const LogicalType> LogicalType::Enum() { return EnumLogicalType::Make(); } |
466 | |
467 | std::shared_ptr<const LogicalType> LogicalType::Decimal(int32_t precision, |
468 | int32_t scale) { |
469 | return DecimalLogicalType::Make(precision, scale); |
470 | } |
471 | |
472 | std::shared_ptr<const LogicalType> LogicalType::Date() { return DateLogicalType::Make(); } |
473 | |
474 | std::shared_ptr<const LogicalType> LogicalType::Time( |
475 | bool is_adjusted_to_utc, LogicalType::TimeUnit::unit time_unit) { |
476 | DCHECK(time_unit != LogicalType::TimeUnit::UNKNOWN); |
477 | return TimeLogicalType::Make(is_adjusted_to_utc, time_unit); |
478 | } |
479 | |
480 | std::shared_ptr<const LogicalType> LogicalType::Timestamp( |
481 | bool is_adjusted_to_utc, LogicalType::TimeUnit::unit time_unit, |
482 | bool is_from_converted_type, bool force_set_converted_type) { |
483 | DCHECK(time_unit != LogicalType::TimeUnit::UNKNOWN); |
484 | return TimestampLogicalType::Make(is_adjusted_to_utc, time_unit, is_from_converted_type, |
485 | force_set_converted_type); |
486 | } |
487 | |
488 | std::shared_ptr<const LogicalType> LogicalType::Interval() { |
489 | return IntervalLogicalType::Make(); |
490 | } |
491 | |
492 | std::shared_ptr<const LogicalType> LogicalType::Int(int bit_width, bool is_signed) { |
493 | DCHECK(bit_width == 64 || bit_width == 32 || bit_width == 16 || bit_width == 8); |
494 | return IntLogicalType::Make(bit_width, is_signed); |
495 | } |
496 | |
497 | std::shared_ptr<const LogicalType> LogicalType::Null() { return NullLogicalType::Make(); } |
498 | |
499 | std::shared_ptr<const LogicalType> LogicalType::JSON() { return JSONLogicalType::Make(); } |
500 | |
501 | std::shared_ptr<const LogicalType> LogicalType::BSON() { return BSONLogicalType::Make(); } |
502 | |
503 | std::shared_ptr<const LogicalType> LogicalType::UUID() { return UUIDLogicalType::Make(); } |
504 | |
505 | std::shared_ptr<const LogicalType> LogicalType::None() { return NoLogicalType::Make(); } |
506 | |
507 | std::shared_ptr<const LogicalType> LogicalType::Unknown() { |
508 | return UnknownLogicalType::Make(); |
509 | } |
510 | |
511 | /* |
512 | * The logical type implementation classes are built in four layers: (1) the base |
513 | * layer, which establishes the interface and provides generally reusable implementations |
514 | * for the ToJSON() and Equals() methods; (2) an intermediate derived layer for the |
515 | * "compatibility" methods, which provides implementations for is_compatible() and |
516 | * ToConvertedType(); (3) another intermediate layer for the "applicability" methods |
517 | * that provides several implementations for the is_applicable() method; and (4) the |
518 | * final derived classes, one for each logical type, which supply implementations |
519 | * for those methods that remain virtual (usually just ToString() and ToThrift()) or |
520 | * otherwise need to be overridden. |
521 | */ |
522 | |
523 | // LogicalTypeImpl base class |
524 | |
525 | class LogicalType::Impl { |
526 | public: |
527 | virtual bool is_applicable(parquet::Type::type primitive_type, |
528 | int32_t primitive_length = -1) const = 0; |
529 | |
530 | virtual bool is_compatible(ConvertedType::type converted_type, |
531 | schema::DecimalMetadata converted_decimal_metadata = { |
532 | false, -1, -1}) const = 0; |
533 | |
534 | virtual ConvertedType::type ToConvertedType( |
535 | schema::DecimalMetadata* out_decimal_metadata) const = 0; |
536 | |
537 | virtual std::string ToString() const = 0; |
538 | |
539 | virtual bool is_serialized() const { |
540 | return !(type_ == LogicalType::Type::NONE || type_ == LogicalType::Type::UNKNOWN); |
541 | } |
542 | |
543 | virtual std::string ToJSON() const { |
544 | std::stringstream json; |
545 | json << R"({"Type": ")" << ToString() << R"("})" ; |
546 | return json.str(); |
547 | } |
548 | |
549 | virtual format::LogicalType ToThrift() const { |
550 | // logical types inheriting this method should never be serialized |
551 | std::stringstream ss; |
552 | ss << "Logical type " << ToString() << " should not be serialized" ; |
553 | throw ParquetException(ss.str()); |
554 | } |
555 | |
556 | virtual bool Equals(const LogicalType& other) const { return other.type() == type_; } |
557 | |
558 | LogicalType::Type::type type() const { return type_; } |
559 | |
560 | SortOrder::type sort_order() const { return order_; } |
561 | |
562 | Impl(const Impl&) = delete; |
563 | Impl& operator=(const Impl&) = delete; |
564 | virtual ~Impl() noexcept {} |
565 | |
566 | class Compatible; |
567 | class SimpleCompatible; |
568 | class Incompatible; |
569 | |
570 | class Applicable; |
571 | class SimpleApplicable; |
572 | class TypeLengthApplicable; |
573 | class UniversalApplicable; |
574 | class Inapplicable; |
575 | |
576 | class String; |
577 | class Map; |
578 | class List; |
579 | class Enum; |
580 | class Decimal; |
581 | class Date; |
582 | class Time; |
583 | class Timestamp; |
584 | class Interval; |
585 | class Int; |
586 | class Null; |
587 | class JSON; |
588 | class BSON; |
589 | class UUID; |
590 | class No; |
591 | class Unknown; |
592 | |
593 | protected: |
594 | Impl(LogicalType::Type::type t, SortOrder::type o) : type_(t), order_(o) {} |
595 | Impl() = default; |
596 | |
597 | private: |
598 | LogicalType::Type::type type_ = LogicalType::Type::UNKNOWN; |
599 | SortOrder::type order_ = SortOrder::UNKNOWN; |
600 | }; |
601 | |
602 | // Special methods for public LogicalType class |
603 | |
604 | LogicalType::LogicalType() = default; |
605 | LogicalType::~LogicalType() noexcept = default; |
606 | |
607 | // Delegating methods for public LogicalType class |
608 | |
609 | bool LogicalType::is_applicable(parquet::Type::type primitive_type, |
610 | int32_t primitive_length) const { |
611 | return impl_->is_applicable(primitive_type, primitive_length); |
612 | } |
613 | |
614 | bool LogicalType::is_compatible( |
615 | ConvertedType::type converted_type, |
616 | schema::DecimalMetadata converted_decimal_metadata) const { |
617 | return impl_->is_compatible(converted_type, converted_decimal_metadata); |
618 | } |
619 | |
620 | ConvertedType::type LogicalType::ToConvertedType( |
621 | schema::DecimalMetadata* out_decimal_metadata) const { |
622 | return impl_->ToConvertedType(out_decimal_metadata); |
623 | } |
624 | |
625 | std::string LogicalType::ToString() const { return impl_->ToString(); } |
626 | |
627 | std::string LogicalType::ToJSON() const { return impl_->ToJSON(); } |
628 | |
629 | format::LogicalType LogicalType::ToThrift() const { return impl_->ToThrift(); } |
630 | |
631 | bool LogicalType::Equals(const LogicalType& other) const { return impl_->Equals(other); } |
632 | |
633 | LogicalType::Type::type LogicalType::type() const { return impl_->type(); } |
634 | |
635 | SortOrder::type LogicalType::sort_order() const { return impl_->sort_order(); } |
636 | |
637 | // Type checks for public LogicalType class |
638 | |
639 | bool LogicalType::is_string() const { return impl_->type() == LogicalType::Type::STRING; } |
640 | bool LogicalType::is_map() const { return impl_->type() == LogicalType::Type::MAP; } |
641 | bool LogicalType::is_list() const { return impl_->type() == LogicalType::Type::LIST; } |
642 | bool LogicalType::is_enum() const { return impl_->type() == LogicalType::Type::ENUM; } |
643 | bool LogicalType::is_decimal() const { |
644 | return impl_->type() == LogicalType::Type::DECIMAL; |
645 | } |
646 | bool LogicalType::is_date() const { return impl_->type() == LogicalType::Type::DATE; } |
647 | bool LogicalType::is_time() const { return impl_->type() == LogicalType::Type::TIME; } |
648 | bool LogicalType::is_timestamp() const { |
649 | return impl_->type() == LogicalType::Type::TIMESTAMP; |
650 | } |
651 | bool LogicalType::is_interval() const { |
652 | return impl_->type() == LogicalType::Type::INTERVAL; |
653 | } |
654 | bool LogicalType::is_int() const { return impl_->type() == LogicalType::Type::INT; } |
655 | bool LogicalType::is_null() const { return impl_->type() == LogicalType::Type::NIL; } |
656 | bool LogicalType::is_JSON() const { return impl_->type() == LogicalType::Type::JSON; } |
657 | bool LogicalType::is_BSON() const { return impl_->type() == LogicalType::Type::BSON; } |
658 | bool LogicalType::is_UUID() const { return impl_->type() == LogicalType::Type::UUID; } |
659 | bool LogicalType::is_none() const { return impl_->type() == LogicalType::Type::NONE; } |
660 | bool LogicalType::is_valid() const { return impl_->type() != LogicalType::Type::UNKNOWN; } |
661 | bool LogicalType::is_invalid() const { return !is_valid(); } |
662 | bool LogicalType::is_nested() const { |
663 | return (impl_->type() == LogicalType::Type::LIST) || |
664 | (impl_->type() == LogicalType::Type::MAP); |
665 | } |
666 | bool LogicalType::is_nonnested() const { return !is_nested(); } |
667 | bool LogicalType::is_serialized() const { return impl_->is_serialized(); } |
668 | |
669 | // LogicalTypeImpl intermediate "compatibility" classes |
670 | |
671 | class LogicalType::Impl::Compatible : public virtual LogicalType::Impl { |
672 | protected: |
673 | Compatible() = default; |
674 | }; |
675 | |
676 | #define set_decimal_metadata(m___, i___, p___, s___) \ |
677 | { \ |
678 | if (m___) { \ |
679 | (m___)->isset = (i___); \ |
680 | (m___)->scale = (s___); \ |
681 | (m___)->precision = (p___); \ |
682 | } \ |
683 | } |
684 | |
685 | #define reset_decimal_metadata(m___) \ |
686 | { set_decimal_metadata(m___, false, -1, -1); } |
687 | |
688 | // For logical types that always translate to the same converted type |
689 | class LogicalType::Impl::SimpleCompatible : public virtual LogicalType::Impl::Compatible { |
690 | public: |
691 | bool is_compatible(ConvertedType::type converted_type, |
692 | schema::DecimalMetadata converted_decimal_metadata) const override { |
693 | return (converted_type == converted_type_) && !converted_decimal_metadata.isset; |
694 | } |
695 | |
696 | ConvertedType::type ToConvertedType( |
697 | schema::DecimalMetadata* out_decimal_metadata) const override { |
698 | reset_decimal_metadata(out_decimal_metadata); |
699 | return converted_type_; |
700 | } |
701 | |
702 | protected: |
703 | explicit SimpleCompatible(ConvertedType::type c) : converted_type_(c) {} |
704 | |
705 | private: |
706 | ConvertedType::type converted_type_ = ConvertedType::NA; |
707 | }; |
708 | |
709 | // For logical types that have no corresponding converted type |
710 | class LogicalType::Impl::Incompatible : public virtual LogicalType::Impl { |
711 | public: |
712 | bool is_compatible(ConvertedType::type converted_type, |
713 | schema::DecimalMetadata converted_decimal_metadata) const override { |
714 | return (converted_type == ConvertedType::NONE || |
715 | converted_type == ConvertedType::NA) && |
716 | !converted_decimal_metadata.isset; |
717 | } |
718 | |
719 | ConvertedType::type ToConvertedType( |
720 | schema::DecimalMetadata* out_decimal_metadata) const override { |
721 | reset_decimal_metadata(out_decimal_metadata); |
722 | return ConvertedType::NONE; |
723 | } |
724 | |
725 | protected: |
726 | Incompatible() = default; |
727 | }; |
728 | |
729 | // LogicalTypeImpl intermediate "applicability" classes |
730 | |
731 | class LogicalType::Impl::Applicable : public virtual LogicalType::Impl { |
732 | protected: |
733 | Applicable() = default; |
734 | }; |
735 | |
736 | // For logical types that can apply only to a single |
737 | // physical type |
738 | class LogicalType::Impl::SimpleApplicable : public virtual LogicalType::Impl::Applicable { |
739 | public: |
740 | bool is_applicable(parquet::Type::type primitive_type, |
741 | int32_t primitive_length = -1) const override { |
742 | return primitive_type == type_; |
743 | } |
744 | |
745 | protected: |
746 | explicit SimpleApplicable(parquet::Type::type t) : type_(t) {} |
747 | |
748 | private: |
749 | parquet::Type::type type_; |
750 | }; |
751 | |
752 | // For logical types that can apply only to a particular |
753 | // physical type and physical length combination |
754 | class LogicalType::Impl::TypeLengthApplicable |
755 | : public virtual LogicalType::Impl::Applicable { |
756 | public: |
757 | bool is_applicable(parquet::Type::type primitive_type, |
758 | int32_t primitive_length = -1) const override { |
759 | return primitive_type == type_ && primitive_length == length_; |
760 | } |
761 | |
762 | protected: |
763 | TypeLengthApplicable(parquet::Type::type t, int32_t l) : type_(t), length_(l) {} |
764 | |
765 | private: |
766 | parquet::Type::type type_; |
767 | int32_t length_; |
768 | }; |
769 | |
770 | // For logical types that can apply to any physical type |
771 | class LogicalType::Impl::UniversalApplicable |
772 | : public virtual LogicalType::Impl::Applicable { |
773 | public: |
774 | bool is_applicable(parquet::Type::type primitive_type, |
775 | int32_t primitive_length = -1) const override { |
776 | return true; |
777 | } |
778 | |
779 | protected: |
780 | UniversalApplicable() = default; |
781 | }; |
782 | |
783 | // For logical types that can never apply to any primitive |
784 | // physical type |
785 | class LogicalType::Impl::Inapplicable : public virtual LogicalType::Impl { |
786 | public: |
787 | bool is_applicable(parquet::Type::type primitive_type, |
788 | int32_t primitive_length = -1) const override { |
789 | return false; |
790 | } |
791 | |
792 | protected: |
793 | Inapplicable() = default; |
794 | }; |
795 | |
796 | // LogicalType implementation final classes |
797 | |
798 | #define OVERRIDE_TOSTRING(n___) \ |
799 | std::string ToString() const override { return #n___; } |
800 | |
801 | #define OVERRIDE_TOTHRIFT(t___, s___) \ |
802 | format::LogicalType ToThrift() const override { \ |
803 | format::LogicalType type; \ |
804 | format::t___ subtype; \ |
805 | type.__set_##s___(subtype); \ |
806 | return type; \ |
807 | } |
808 | |
809 | class LogicalType::Impl::String final : public LogicalType::Impl::SimpleCompatible, |
810 | public LogicalType::Impl::SimpleApplicable { |
811 | public: |
812 | friend class StringLogicalType; |
813 | |
814 | OVERRIDE_TOSTRING(String) |
815 | OVERRIDE_TOTHRIFT(StringType, STRING) |
816 | |
817 | private: |
818 | String() |
819 | : LogicalType::Impl(LogicalType::Type::STRING, SortOrder::UNSIGNED), |
820 | LogicalType::Impl::SimpleCompatible(ConvertedType::UTF8), |
821 | LogicalType::Impl::SimpleApplicable(parquet::Type::BYTE_ARRAY) {} |
822 | }; |
823 | |
824 | // Each public logical type class's Make() creation method instantiates a corresponding |
825 | // LogicalType::Impl::* object and installs that implementation in the logical type |
826 | // it returns. |
827 | |
828 | #define GENERATE_MAKE(a___) \ |
829 | std::shared_ptr<const LogicalType> a___##LogicalType::Make() { \ |
830 | auto* logical_type = new a___##LogicalType(); \ |
831 | logical_type->impl_.reset(new LogicalType::Impl::a___()); \ |
832 | return std::shared_ptr<const LogicalType>(logical_type); \ |
833 | } |
834 | |
835 | GENERATE_MAKE(String) |
836 | |
837 | class LogicalType::Impl::Map final : public LogicalType::Impl::SimpleCompatible, |
838 | public LogicalType::Impl::Inapplicable { |
839 | public: |
840 | friend class MapLogicalType; |
841 | |
842 | bool is_compatible(ConvertedType::type converted_type, |
843 | schema::DecimalMetadata converted_decimal_metadata) const override { |
844 | return (converted_type == ConvertedType::MAP || |
845 | converted_type == ConvertedType::MAP_KEY_VALUE) && |
846 | !converted_decimal_metadata.isset; |
847 | } |
848 | |
849 | OVERRIDE_TOSTRING(Map) |
850 | OVERRIDE_TOTHRIFT(MapType, MAP) |
851 | |
852 | private: |
853 | Map() |
854 | : LogicalType::Impl(LogicalType::Type::MAP, SortOrder::UNKNOWN), |
855 | LogicalType::Impl::SimpleCompatible(ConvertedType::MAP) {} |
856 | }; |
857 | |
858 | GENERATE_MAKE(Map) |
859 | |
860 | class LogicalType::Impl::List final : public LogicalType::Impl::SimpleCompatible, |
861 | public LogicalType::Impl::Inapplicable { |
862 | public: |
863 | friend class ListLogicalType; |
864 | |
865 | OVERRIDE_TOSTRING(List) |
866 | OVERRIDE_TOTHRIFT(ListType, LIST) |
867 | |
868 | private: |
869 | List() |
870 | : LogicalType::Impl(LogicalType::Type::LIST, SortOrder::UNKNOWN), |
871 | LogicalType::Impl::SimpleCompatible(ConvertedType::LIST) {} |
872 | }; |
873 | |
874 | GENERATE_MAKE(List) |
875 | |
876 | class LogicalType::Impl::Enum final : public LogicalType::Impl::SimpleCompatible, |
877 | public LogicalType::Impl::SimpleApplicable { |
878 | public: |
879 | friend class EnumLogicalType; |
880 | |
881 | OVERRIDE_TOSTRING(Enum) |
882 | OVERRIDE_TOTHRIFT(EnumType, ENUM) |
883 | |
884 | private: |
885 | Enum() |
886 | : LogicalType::Impl(LogicalType::Type::ENUM, SortOrder::UNSIGNED), |
887 | LogicalType::Impl::SimpleCompatible(ConvertedType::ENUM), |
888 | LogicalType::Impl::SimpleApplicable(parquet::Type::BYTE_ARRAY) {} |
889 | }; |
890 | |
891 | GENERATE_MAKE(Enum) |
892 | |
893 | // The parameterized logical types (currently Decimal, Time, Timestamp, and Int) |
894 | // generally can't reuse the simple method implementations available in the base and |
895 | // intermediate classes and must (re)implement them all |
896 | |
897 | class LogicalType::Impl::Decimal final : public LogicalType::Impl::Compatible, |
898 | public LogicalType::Impl::Applicable { |
899 | public: |
900 | friend class DecimalLogicalType; |
901 | |
902 | bool is_applicable(parquet::Type::type primitive_type, |
903 | int32_t primitive_length = -1) const override; |
904 | bool is_compatible(ConvertedType::type converted_type, |
905 | schema::DecimalMetadata converted_decimal_metadata) const override; |
906 | ConvertedType::type ToConvertedType( |
907 | schema::DecimalMetadata* out_decimal_metadata) const override; |
908 | std::string ToString() const override; |
909 | std::string ToJSON() const override; |
910 | format::LogicalType ToThrift() const override; |
911 | bool Equals(const LogicalType& other) const override; |
912 | |
913 | int32_t precision() const { return precision_; } |
914 | int32_t scale() const { return scale_; } |
915 | |
916 | private: |
917 | Decimal(int32_t p, int32_t s) |
918 | : LogicalType::Impl(LogicalType::Type::DECIMAL, SortOrder::SIGNED), |
919 | precision_(p), |
920 | scale_(s) {} |
921 | int32_t precision_ = -1; |
922 | int32_t scale_ = -1; |
923 | }; |
924 | |
925 | bool LogicalType::Impl::Decimal::is_applicable(parquet::Type::type primitive_type, |
926 | int32_t primitive_length) const { |
927 | bool ok = false; |
928 | switch (primitive_type) { |
929 | case parquet::Type::INT32: { |
930 | ok = (1 <= precision_) && (precision_ <= 9); |
931 | } break; |
932 | case parquet::Type::INT64: { |
933 | ok = (1 <= precision_) && (precision_ <= 18); |
934 | if (precision_ < 10) { |
935 | // FIXME(tpb): warn that INT32 could be used |
936 | } |
937 | } break; |
938 | case parquet::Type::FIXED_LEN_BYTE_ARRAY: { |
939 | ok = precision_ <= static_cast<int32_t>(std::floor( |
940 | std::log10(std::pow(2.0, (8.0 * primitive_length) - 1.0)))); |
941 | } break; |
942 | case parquet::Type::BYTE_ARRAY: { |
943 | ok = true; |
944 | } break; |
945 | default: { } break; } |
946 | return ok; |
947 | } |
948 | |
949 | bool LogicalType::Impl::Decimal::is_compatible( |
950 | ConvertedType::type converted_type, |
951 | schema::DecimalMetadata converted_decimal_metadata) const { |
952 | return converted_type == ConvertedType::DECIMAL && |
953 | (converted_decimal_metadata.isset && |
954 | converted_decimal_metadata.scale == scale_ && |
955 | converted_decimal_metadata.precision == precision_); |
956 | } |
957 | |
958 | ConvertedType::type LogicalType::Impl::Decimal::ToConvertedType( |
959 | schema::DecimalMetadata* out_decimal_metadata) const { |
960 | set_decimal_metadata(out_decimal_metadata, true, precision_, scale_); |
961 | return ConvertedType::DECIMAL; |
962 | } |
963 | |
964 | std::string LogicalType::Impl::Decimal::ToString() const { |
965 | std::stringstream type; |
966 | type << "Decimal(precision=" << precision_ << ", scale=" << scale_ << ")" ; |
967 | return type.str(); |
968 | } |
969 | |
970 | std::string LogicalType::Impl::Decimal::ToJSON() const { |
971 | std::stringstream json; |
972 | json << R"({"Type": "Decimal", "precision": )" << precision_ << R"(, "scale": )" |
973 | << scale_ << "}" ; |
974 | return json.str(); |
975 | } |
976 | |
977 | format::LogicalType LogicalType::Impl::Decimal::ToThrift() const { |
978 | format::LogicalType type; |
979 | format::DecimalType decimal_type; |
980 | decimal_type.__set_precision(precision_); |
981 | decimal_type.__set_scale(scale_); |
982 | type.__set_DECIMAL(decimal_type); |
983 | return type; |
984 | } |
985 | |
986 | bool LogicalType::Impl::Decimal::Equals(const LogicalType& other) const { |
987 | bool eq = false; |
988 | if (other.is_decimal()) { |
989 | const auto& other_decimal = checked_cast<const DecimalLogicalType&>(other); |
990 | eq = (precision_ == other_decimal.precision() && scale_ == other_decimal.scale()); |
991 | } |
992 | return eq; |
993 | } |
994 | |
995 | std::shared_ptr<const LogicalType> DecimalLogicalType::Make(int32_t precision, |
996 | int32_t scale) { |
997 | if (precision < 1) { |
998 | throw ParquetException( |
999 | "Precision must be greater than or equal to 1 for Decimal logical type" ); |
1000 | } |
1001 | if (scale < 0 || scale > precision) { |
1002 | throw ParquetException( |
1003 | "Scale must be a non-negative integer that does not exceed precision for " |
1004 | "Decimal logical type" ); |
1005 | } |
1006 | auto* logical_type = new DecimalLogicalType(); |
1007 | logical_type->impl_.reset(new LogicalType::Impl::Decimal(precision, scale)); |
1008 | return std::shared_ptr<const LogicalType>(logical_type); |
1009 | } |
1010 | |
1011 | int32_t DecimalLogicalType::precision() const { |
1012 | return (dynamic_cast<const LogicalType::Impl::Decimal&>(*impl_)).precision(); |
1013 | } |
1014 | |
1015 | int32_t DecimalLogicalType::scale() const { |
1016 | return (dynamic_cast<const LogicalType::Impl::Decimal&>(*impl_)).scale(); |
1017 | } |
1018 | |
1019 | class LogicalType::Impl::Date final : public LogicalType::Impl::SimpleCompatible, |
1020 | public LogicalType::Impl::SimpleApplicable { |
1021 | public: |
1022 | friend class DateLogicalType; |
1023 | |
1024 | OVERRIDE_TOSTRING(Date) |
1025 | OVERRIDE_TOTHRIFT(DateType, DATE) |
1026 | |
1027 | private: |
1028 | Date() |
1029 | : LogicalType::Impl(LogicalType::Type::DATE, SortOrder::SIGNED), |
1030 | LogicalType::Impl::SimpleCompatible(ConvertedType::DATE), |
1031 | LogicalType::Impl::SimpleApplicable(parquet::Type::INT32) {} |
1032 | }; |
1033 | |
1034 | GENERATE_MAKE(Date) |
1035 | |
1036 | #define time_unit_string(u___) \ |
1037 | ((u___) == LogicalType::TimeUnit::MILLIS \ |
1038 | ? "milliseconds" \ |
1039 | : ((u___) == LogicalType::TimeUnit::MICROS \ |
1040 | ? "microseconds" \ |
1041 | : ((u___) == LogicalType::TimeUnit::NANOS ? "nanoseconds" : "unknown"))) |
1042 | |
1043 | class LogicalType::Impl::Time final : public LogicalType::Impl::Compatible, |
1044 | public LogicalType::Impl::Applicable { |
1045 | public: |
1046 | friend class TimeLogicalType; |
1047 | |
1048 | bool is_applicable(parquet::Type::type primitive_type, |
1049 | int32_t primitive_length = -1) const override; |
1050 | bool is_compatible(ConvertedType::type converted_type, |
1051 | schema::DecimalMetadata converted_decimal_metadata) const override; |
1052 | ConvertedType::type ToConvertedType( |
1053 | schema::DecimalMetadata* out_decimal_metadata) const override; |
1054 | std::string ToString() const override; |
1055 | std::string ToJSON() const override; |
1056 | format::LogicalType ToThrift() const override; |
1057 | bool Equals(const LogicalType& other) const override; |
1058 | |
1059 | bool is_adjusted_to_utc() const { return adjusted_; } |
1060 | LogicalType::TimeUnit::unit time_unit() const { return unit_; } |
1061 | |
1062 | private: |
1063 | Time(bool a, LogicalType::TimeUnit::unit u) |
1064 | : LogicalType::Impl(LogicalType::Type::TIME, SortOrder::SIGNED), |
1065 | adjusted_(a), |
1066 | unit_(u) {} |
1067 | bool adjusted_ = false; |
1068 | LogicalType::TimeUnit::unit unit_; |
1069 | }; |
1070 | |
1071 | bool LogicalType::Impl::Time::is_applicable(parquet::Type::type primitive_type, |
1072 | int32_t primitive_length) const { |
1073 | return (primitive_type == parquet::Type::INT32 && |
1074 | unit_ == LogicalType::TimeUnit::MILLIS) || |
1075 | (primitive_type == parquet::Type::INT64 && |
1076 | (unit_ == LogicalType::TimeUnit::MICROS || |
1077 | unit_ == LogicalType::TimeUnit::NANOS)); |
1078 | } |
1079 | |
1080 | bool LogicalType::Impl::Time::is_compatible( |
1081 | ConvertedType::type converted_type, |
1082 | schema::DecimalMetadata converted_decimal_metadata) const { |
1083 | if (converted_decimal_metadata.isset) { |
1084 | return false; |
1085 | } else if (adjusted_ && unit_ == LogicalType::TimeUnit::MILLIS) { |
1086 | return converted_type == ConvertedType::TIME_MILLIS; |
1087 | } else if (adjusted_ && unit_ == LogicalType::TimeUnit::MICROS) { |
1088 | return converted_type == ConvertedType::TIME_MICROS; |
1089 | } else { |
1090 | return (converted_type == ConvertedType::NONE) || |
1091 | (converted_type == ConvertedType::NA); |
1092 | } |
1093 | } |
1094 | |
1095 | ConvertedType::type LogicalType::Impl::Time::ToConvertedType( |
1096 | schema::DecimalMetadata* out_decimal_metadata) const { |
1097 | reset_decimal_metadata(out_decimal_metadata); |
1098 | if (adjusted_) { |
1099 | if (unit_ == LogicalType::TimeUnit::MILLIS) { |
1100 | return ConvertedType::TIME_MILLIS; |
1101 | } else if (unit_ == LogicalType::TimeUnit::MICROS) { |
1102 | return ConvertedType::TIME_MICROS; |
1103 | } |
1104 | } |
1105 | return ConvertedType::NONE; |
1106 | } |
1107 | |
1108 | std::string LogicalType::Impl::Time::ToString() const { |
1109 | std::stringstream type; |
1110 | type << "Time(isAdjustedToUTC=" << std::boolalpha << adjusted_ |
1111 | << ", timeUnit=" << time_unit_string(unit_) << ")" ; |
1112 | return type.str(); |
1113 | } |
1114 | |
1115 | std::string LogicalType::Impl::Time::ToJSON() const { |
1116 | std::stringstream json; |
1117 | json << R"({"Type": "Time", "isAdjustedToUTC": )" << std::boolalpha << adjusted_ |
1118 | << R"(, "timeUnit": ")" << time_unit_string(unit_) << R"("})" ; |
1119 | return json.str(); |
1120 | } |
1121 | |
1122 | format::LogicalType LogicalType::Impl::Time::ToThrift() const { |
1123 | format::LogicalType type; |
1124 | format::TimeType time_type; |
1125 | format::TimeUnit time_unit; |
1126 | DCHECK(unit_ != LogicalType::TimeUnit::UNKNOWN); |
1127 | if (unit_ == LogicalType::TimeUnit::MILLIS) { |
1128 | format::MilliSeconds millis; |
1129 | time_unit.__set_MILLIS(millis); |
1130 | } else if (unit_ == LogicalType::TimeUnit::MICROS) { |
1131 | format::MicroSeconds micros; |
1132 | time_unit.__set_MICROS(micros); |
1133 | } else if (unit_ == LogicalType::TimeUnit::NANOS) { |
1134 | format::NanoSeconds nanos; |
1135 | time_unit.__set_NANOS(nanos); |
1136 | } |
1137 | time_type.__set_isAdjustedToUTC(adjusted_); |
1138 | time_type.__set_unit(time_unit); |
1139 | type.__set_TIME(time_type); |
1140 | return type; |
1141 | } |
1142 | |
1143 | bool LogicalType::Impl::Time::Equals(const LogicalType& other) const { |
1144 | bool eq = false; |
1145 | if (other.is_time()) { |
1146 | const auto& other_time = checked_cast<const TimeLogicalType&>(other); |
1147 | eq = |
1148 | (adjusted_ == other_time.is_adjusted_to_utc() && unit_ == other_time.time_unit()); |
1149 | } |
1150 | return eq; |
1151 | } |
1152 | |
1153 | std::shared_ptr<const LogicalType> TimeLogicalType::Make( |
1154 | bool is_adjusted_to_utc, LogicalType::TimeUnit::unit time_unit) { |
1155 | if (time_unit == LogicalType::TimeUnit::MILLIS || |
1156 | time_unit == LogicalType::TimeUnit::MICROS || |
1157 | time_unit == LogicalType::TimeUnit::NANOS) { |
1158 | auto* logical_type = new TimeLogicalType(); |
1159 | logical_type->impl_.reset(new LogicalType::Impl::Time(is_adjusted_to_utc, time_unit)); |
1160 | return std::shared_ptr<const LogicalType>(logical_type); |
1161 | } else { |
1162 | throw ParquetException( |
1163 | "TimeUnit must be one of MILLIS, MICROS, or NANOS for Time logical type" ); |
1164 | } |
1165 | } |
1166 | |
1167 | bool TimeLogicalType::is_adjusted_to_utc() const { |
1168 | return (dynamic_cast<const LogicalType::Impl::Time&>(*impl_)).is_adjusted_to_utc(); |
1169 | } |
1170 | |
1171 | LogicalType::TimeUnit::unit TimeLogicalType::time_unit() const { |
1172 | return (dynamic_cast<const LogicalType::Impl::Time&>(*impl_)).time_unit(); |
1173 | } |
1174 | |
1175 | class LogicalType::Impl::Timestamp final : public LogicalType::Impl::Compatible, |
1176 | public LogicalType::Impl::SimpleApplicable { |
1177 | public: |
1178 | friend class TimestampLogicalType; |
1179 | |
1180 | bool is_serialized() const override; |
1181 | bool is_compatible(ConvertedType::type converted_type, |
1182 | schema::DecimalMetadata converted_decimal_metadata) const override; |
1183 | ConvertedType::type ToConvertedType( |
1184 | schema::DecimalMetadata* out_decimal_metadata) const override; |
1185 | std::string ToString() const override; |
1186 | std::string ToJSON() const override; |
1187 | format::LogicalType ToThrift() const override; |
1188 | bool Equals(const LogicalType& other) const override; |
1189 | |
1190 | bool is_adjusted_to_utc() const { return adjusted_; } |
1191 | LogicalType::TimeUnit::unit time_unit() const { return unit_; } |
1192 | |
1193 | bool is_from_converted_type() const { return is_from_converted_type_; } |
1194 | bool force_set_converted_type() const { return force_set_converted_type_; } |
1195 | |
1196 | private: |
1197 | Timestamp(bool adjusted, LogicalType::TimeUnit::unit unit, bool is_from_converted_type, |
1198 | bool force_set_converted_type) |
1199 | : LogicalType::Impl(LogicalType::Type::TIMESTAMP, SortOrder::SIGNED), |
1200 | LogicalType::Impl::SimpleApplicable(parquet::Type::INT64), |
1201 | adjusted_(adjusted), |
1202 | unit_(unit), |
1203 | is_from_converted_type_(is_from_converted_type), |
1204 | force_set_converted_type_(force_set_converted_type) {} |
1205 | bool adjusted_ = false; |
1206 | LogicalType::TimeUnit::unit unit_; |
1207 | bool is_from_converted_type_ = false; |
1208 | bool force_set_converted_type_ = false; |
1209 | }; |
1210 | |
1211 | bool LogicalType::Impl::Timestamp::is_serialized() const { |
1212 | return !is_from_converted_type_; |
1213 | } |
1214 | |
1215 | bool LogicalType::Impl::Timestamp::is_compatible( |
1216 | ConvertedType::type converted_type, |
1217 | schema::DecimalMetadata converted_decimal_metadata) const { |
1218 | if (converted_decimal_metadata.isset) { |
1219 | return false; |
1220 | } else if (unit_ == LogicalType::TimeUnit::MILLIS) { |
1221 | if (adjusted_ || force_set_converted_type_) { |
1222 | return converted_type == ConvertedType::TIMESTAMP_MILLIS; |
1223 | } else { |
1224 | return (converted_type == ConvertedType::NONE) || |
1225 | (converted_type == ConvertedType::NA); |
1226 | } |
1227 | } else if (unit_ == LogicalType::TimeUnit::MICROS) { |
1228 | if (adjusted_ || force_set_converted_type_) { |
1229 | return converted_type == ConvertedType::TIMESTAMP_MICROS; |
1230 | } else { |
1231 | return (converted_type == ConvertedType::NONE) || |
1232 | (converted_type == ConvertedType::NA); |
1233 | } |
1234 | } else { |
1235 | return (converted_type == ConvertedType::NONE) || |
1236 | (converted_type == ConvertedType::NA); |
1237 | } |
1238 | } |
1239 | |
1240 | ConvertedType::type LogicalType::Impl::Timestamp::ToConvertedType( |
1241 | schema::DecimalMetadata* out_decimal_metadata) const { |
1242 | reset_decimal_metadata(out_decimal_metadata); |
1243 | if (adjusted_ || force_set_converted_type_) { |
1244 | if (unit_ == LogicalType::TimeUnit::MILLIS) { |
1245 | return ConvertedType::TIMESTAMP_MILLIS; |
1246 | } else if (unit_ == LogicalType::TimeUnit::MICROS) { |
1247 | return ConvertedType::TIMESTAMP_MICROS; |
1248 | } |
1249 | } |
1250 | return ConvertedType::NONE; |
1251 | } |
1252 | |
1253 | std::string LogicalType::Impl::Timestamp::ToString() const { |
1254 | std::stringstream type; |
1255 | type << "Timestamp(isAdjustedToUTC=" << std::boolalpha << adjusted_ |
1256 | << ", timeUnit=" << time_unit_string(unit_) |
1257 | << ", is_from_converted_type=" << is_from_converted_type_ |
1258 | << ", force_set_converted_type=" << force_set_converted_type_ << ")" ; |
1259 | return type.str(); |
1260 | } |
1261 | |
1262 | std::string LogicalType::Impl::Timestamp::ToJSON() const { |
1263 | std::stringstream json; |
1264 | json << R"({"Type": "Timestamp", "isAdjustedToUTC": )" << std::boolalpha << adjusted_ |
1265 | << R"(, "timeUnit": ")" << time_unit_string(unit_) << R"(")" |
1266 | << R"(, "is_from_converted_type": )" << is_from_converted_type_ |
1267 | << R"(, "force_set_converted_type": )" << force_set_converted_type_ << R"(})" ; |
1268 | return json.str(); |
1269 | } |
1270 | |
1271 | format::LogicalType LogicalType::Impl::Timestamp::ToThrift() const { |
1272 | format::LogicalType type; |
1273 | format::TimestampType timestamp_type; |
1274 | format::TimeUnit time_unit; |
1275 | DCHECK(unit_ != LogicalType::TimeUnit::UNKNOWN); |
1276 | if (unit_ == LogicalType::TimeUnit::MILLIS) { |
1277 | format::MilliSeconds millis; |
1278 | time_unit.__set_MILLIS(millis); |
1279 | } else if (unit_ == LogicalType::TimeUnit::MICROS) { |
1280 | format::MicroSeconds micros; |
1281 | time_unit.__set_MICROS(micros); |
1282 | } else if (unit_ == LogicalType::TimeUnit::NANOS) { |
1283 | format::NanoSeconds nanos; |
1284 | time_unit.__set_NANOS(nanos); |
1285 | } |
1286 | timestamp_type.__set_isAdjustedToUTC(adjusted_); |
1287 | timestamp_type.__set_unit(time_unit); |
1288 | type.__set_TIMESTAMP(timestamp_type); |
1289 | return type; |
1290 | } |
1291 | |
1292 | bool LogicalType::Impl::Timestamp::Equals(const LogicalType& other) const { |
1293 | bool eq = false; |
1294 | if (other.is_timestamp()) { |
1295 | const auto& other_timestamp = checked_cast<const TimestampLogicalType&>(other); |
1296 | eq = (adjusted_ == other_timestamp.is_adjusted_to_utc() && |
1297 | unit_ == other_timestamp.time_unit()); |
1298 | } |
1299 | return eq; |
1300 | } |
1301 | |
1302 | std::shared_ptr<const LogicalType> TimestampLogicalType::Make( |
1303 | bool is_adjusted_to_utc, LogicalType::TimeUnit::unit time_unit, |
1304 | bool is_from_converted_type, bool force_set_converted_type) { |
1305 | if (time_unit == LogicalType::TimeUnit::MILLIS || |
1306 | time_unit == LogicalType::TimeUnit::MICROS || |
1307 | time_unit == LogicalType::TimeUnit::NANOS) { |
1308 | auto* logical_type = new TimestampLogicalType(); |
1309 | logical_type->impl_.reset(new LogicalType::Impl::Timestamp( |
1310 | is_adjusted_to_utc, time_unit, is_from_converted_type, force_set_converted_type)); |
1311 | return std::shared_ptr<const LogicalType>(logical_type); |
1312 | } else { |
1313 | throw ParquetException( |
1314 | "TimeUnit must be one of MILLIS, MICROS, or NANOS for Timestamp logical type" ); |
1315 | } |
1316 | } |
1317 | |
1318 | bool TimestampLogicalType::is_adjusted_to_utc() const { |
1319 | return (dynamic_cast<const LogicalType::Impl::Timestamp&>(*impl_)).is_adjusted_to_utc(); |
1320 | } |
1321 | |
1322 | LogicalType::TimeUnit::unit TimestampLogicalType::time_unit() const { |
1323 | return (dynamic_cast<const LogicalType::Impl::Timestamp&>(*impl_)).time_unit(); |
1324 | } |
1325 | |
1326 | bool TimestampLogicalType::is_from_converted_type() const { |
1327 | return (dynamic_cast<const LogicalType::Impl::Timestamp&>(*impl_)) |
1328 | .is_from_converted_type(); |
1329 | } |
1330 | |
1331 | bool TimestampLogicalType::force_set_converted_type() const { |
1332 | return (dynamic_cast<const LogicalType::Impl::Timestamp&>(*impl_)) |
1333 | .force_set_converted_type(); |
1334 | } |
1335 | |
1336 | class LogicalType::Impl::Interval final : public LogicalType::Impl::SimpleCompatible, |
1337 | public LogicalType::Impl::TypeLengthApplicable { |
1338 | public: |
1339 | friend class IntervalLogicalType; |
1340 | |
1341 | OVERRIDE_TOSTRING(Interval) |
1342 | // TODO(tpboudreau): uncomment the following line to enable serialization after |
1343 | // parquet.thrift recognizes IntervalType as a ConvertedType |
1344 | // OVERRIDE_TOTHRIFT(IntervalType, INTERVAL) |
1345 | |
1346 | private: |
1347 | Interval() |
1348 | : LogicalType::Impl(LogicalType::Type::INTERVAL, SortOrder::UNKNOWN), |
1349 | LogicalType::Impl::SimpleCompatible(ConvertedType::INTERVAL), |
1350 | LogicalType::Impl::TypeLengthApplicable(parquet::Type::FIXED_LEN_BYTE_ARRAY, 12) { |
1351 | } |
1352 | }; |
1353 | |
1354 | GENERATE_MAKE(Interval) |
1355 | |
1356 | class LogicalType::Impl::Int final : public LogicalType::Impl::Compatible, |
1357 | public LogicalType::Impl::Applicable { |
1358 | public: |
1359 | friend class IntLogicalType; |
1360 | |
1361 | bool is_applicable(parquet::Type::type primitive_type, |
1362 | int32_t primitive_length = -1) const override; |
1363 | bool is_compatible(ConvertedType::type converted_type, |
1364 | schema::DecimalMetadata converted_decimal_metadata) const override; |
1365 | ConvertedType::type ToConvertedType( |
1366 | schema::DecimalMetadata* out_decimal_metadata) const override; |
1367 | std::string ToString() const override; |
1368 | std::string ToJSON() const override; |
1369 | format::LogicalType ToThrift() const override; |
1370 | bool Equals(const LogicalType& other) const override; |
1371 | |
1372 | int bit_width() const { return width_; } |
1373 | bool is_signed() const { return signed_; } |
1374 | |
1375 | private: |
1376 | Int(int w, bool s) |
1377 | : LogicalType::Impl(LogicalType::Type::INT, |
1378 | (s ? SortOrder::SIGNED : SortOrder::UNSIGNED)), |
1379 | width_(w), |
1380 | signed_(s) {} |
1381 | int width_ = 0; |
1382 | bool signed_ = false; |
1383 | }; |
1384 | |
1385 | bool LogicalType::Impl::Int::is_applicable(parquet::Type::type primitive_type, |
1386 | int32_t primitive_length) const { |
1387 | return (primitive_type == parquet::Type::INT32 && width_ <= 32) || |
1388 | (primitive_type == parquet::Type::INT64 && width_ == 64); |
1389 | } |
1390 | |
1391 | bool LogicalType::Impl::Int::is_compatible( |
1392 | ConvertedType::type converted_type, |
1393 | schema::DecimalMetadata converted_decimal_metadata) const { |
1394 | if (converted_decimal_metadata.isset) { |
1395 | return false; |
1396 | } else if (signed_ && width_ == 8) { |
1397 | return converted_type == ConvertedType::INT_8; |
1398 | } else if (signed_ && width_ == 16) { |
1399 | return converted_type == ConvertedType::INT_16; |
1400 | } else if (signed_ && width_ == 32) { |
1401 | return converted_type == ConvertedType::INT_32; |
1402 | } else if (signed_ && width_ == 64) { |
1403 | return converted_type == ConvertedType::INT_64; |
1404 | } else if (!signed_ && width_ == 8) { |
1405 | return converted_type == ConvertedType::UINT_8; |
1406 | } else if (!signed_ && width_ == 16) { |
1407 | return converted_type == ConvertedType::UINT_16; |
1408 | } else if (!signed_ && width_ == 32) { |
1409 | return converted_type == ConvertedType::UINT_32; |
1410 | } else if (!signed_ && width_ == 64) { |
1411 | return converted_type == ConvertedType::UINT_64; |
1412 | } else { |
1413 | return false; |
1414 | } |
1415 | } |
1416 | |
1417 | ConvertedType::type LogicalType::Impl::Int::ToConvertedType( |
1418 | schema::DecimalMetadata* out_decimal_metadata) const { |
1419 | reset_decimal_metadata(out_decimal_metadata); |
1420 | if (signed_) { |
1421 | switch (width_) { |
1422 | case 8: |
1423 | return ConvertedType::INT_8; |
1424 | case 16: |
1425 | return ConvertedType::INT_16; |
1426 | case 32: |
1427 | return ConvertedType::INT_32; |
1428 | case 64: |
1429 | return ConvertedType::INT_64; |
1430 | } |
1431 | } else { // unsigned |
1432 | switch (width_) { |
1433 | case 8: |
1434 | return ConvertedType::UINT_8; |
1435 | case 16: |
1436 | return ConvertedType::UINT_16; |
1437 | case 32: |
1438 | return ConvertedType::UINT_32; |
1439 | case 64: |
1440 | return ConvertedType::UINT_64; |
1441 | } |
1442 | } |
1443 | return ConvertedType::NONE; |
1444 | } |
1445 | |
1446 | std::string LogicalType::Impl::Int::ToString() const { |
1447 | std::stringstream type; |
1448 | type << "Int(bitWidth=" << width_ << ", isSigned=" << std::boolalpha << signed_ << ")" ; |
1449 | return type.str(); |
1450 | } |
1451 | |
1452 | std::string LogicalType::Impl::Int::ToJSON() const { |
1453 | std::stringstream json; |
1454 | json << R"({"Type": "Int", "bitWidth": )" << width_ << R"(, "isSigned": )" |
1455 | << std::boolalpha << signed_ << "}" ; |
1456 | return json.str(); |
1457 | } |
1458 | |
1459 | format::LogicalType LogicalType::Impl::Int::ToThrift() const { |
1460 | format::LogicalType type; |
1461 | format::IntType int_type; |
1462 | DCHECK(width_ == 64 || width_ == 32 || width_ == 16 || width_ == 8); |
1463 | int_type.__set_bitWidth(static_cast<int8_t>(width_)); |
1464 | int_type.__set_isSigned(signed_); |
1465 | type.__set_INTEGER(int_type); |
1466 | return type; |
1467 | } |
1468 | |
1469 | bool LogicalType::Impl::Int::Equals(const LogicalType& other) const { |
1470 | bool eq = false; |
1471 | if (other.is_int()) { |
1472 | const auto& other_int = checked_cast<const IntLogicalType&>(other); |
1473 | eq = (width_ == other_int.bit_width() && signed_ == other_int.is_signed()); |
1474 | } |
1475 | return eq; |
1476 | } |
1477 | |
1478 | std::shared_ptr<const LogicalType> IntLogicalType::Make(int bit_width, bool is_signed) { |
1479 | if (bit_width == 8 || bit_width == 16 || bit_width == 32 || bit_width == 64) { |
1480 | auto* logical_type = new IntLogicalType(); |
1481 | logical_type->impl_.reset(new LogicalType::Impl::Int(bit_width, is_signed)); |
1482 | return std::shared_ptr<const LogicalType>(logical_type); |
1483 | } else { |
1484 | throw ParquetException( |
1485 | "Bit width must be exactly 8, 16, 32, or 64 for Int logical type" ); |
1486 | } |
1487 | } |
1488 | |
1489 | int IntLogicalType::bit_width() const { |
1490 | return (dynamic_cast<const LogicalType::Impl::Int&>(*impl_)).bit_width(); |
1491 | } |
1492 | |
1493 | bool IntLogicalType::is_signed() const { |
1494 | return (dynamic_cast<const LogicalType::Impl::Int&>(*impl_)).is_signed(); |
1495 | } |
1496 | |
1497 | class LogicalType::Impl::Null final : public LogicalType::Impl::Incompatible, |
1498 | public LogicalType::Impl::UniversalApplicable { |
1499 | public: |
1500 | friend class NullLogicalType; |
1501 | |
1502 | OVERRIDE_TOSTRING(Null) |
1503 | OVERRIDE_TOTHRIFT(NullType, UNKNOWN) |
1504 | |
1505 | private: |
1506 | Null() : LogicalType::Impl(LogicalType::Type::NIL, SortOrder::UNKNOWN) {} |
1507 | }; |
1508 | |
1509 | GENERATE_MAKE(Null) |
1510 | |
1511 | class LogicalType::Impl::JSON final : public LogicalType::Impl::SimpleCompatible, |
1512 | public LogicalType::Impl::SimpleApplicable { |
1513 | public: |
1514 | friend class JSONLogicalType; |
1515 | |
1516 | OVERRIDE_TOSTRING(JSON) |
1517 | OVERRIDE_TOTHRIFT(JsonType, JSON) |
1518 | |
1519 | private: |
1520 | JSON() |
1521 | : LogicalType::Impl(LogicalType::Type::JSON, SortOrder::UNSIGNED), |
1522 | LogicalType::Impl::SimpleCompatible(ConvertedType::JSON), |
1523 | LogicalType::Impl::SimpleApplicable(parquet::Type::BYTE_ARRAY) {} |
1524 | }; |
1525 | |
1526 | GENERATE_MAKE(JSON) |
1527 | |
1528 | class LogicalType::Impl::BSON final : public LogicalType::Impl::SimpleCompatible, |
1529 | public LogicalType::Impl::SimpleApplicable { |
1530 | public: |
1531 | friend class BSONLogicalType; |
1532 | |
1533 | OVERRIDE_TOSTRING(BSON) |
1534 | OVERRIDE_TOTHRIFT(BsonType, BSON) |
1535 | |
1536 | private: |
1537 | BSON() |
1538 | : LogicalType::Impl(LogicalType::Type::BSON, SortOrder::UNSIGNED), |
1539 | LogicalType::Impl::SimpleCompatible(ConvertedType::BSON), |
1540 | LogicalType::Impl::SimpleApplicable(parquet::Type::BYTE_ARRAY) {} |
1541 | }; |
1542 | |
1543 | GENERATE_MAKE(BSON) |
1544 | |
1545 | class LogicalType::Impl::UUID final : public LogicalType::Impl::Incompatible, |
1546 | public LogicalType::Impl::TypeLengthApplicable { |
1547 | public: |
1548 | friend class UUIDLogicalType; |
1549 | |
1550 | OVERRIDE_TOSTRING(UUID) |
1551 | OVERRIDE_TOTHRIFT(UUIDType, UUID) |
1552 | |
1553 | private: |
1554 | UUID() |
1555 | : LogicalType::Impl(LogicalType::Type::UUID, SortOrder::UNSIGNED), |
1556 | LogicalType::Impl::TypeLengthApplicable(parquet::Type::FIXED_LEN_BYTE_ARRAY, 16) { |
1557 | } |
1558 | }; |
1559 | |
1560 | GENERATE_MAKE(UUID) |
1561 | |
1562 | class LogicalType::Impl::No final : public LogicalType::Impl::SimpleCompatible, |
1563 | public LogicalType::Impl::UniversalApplicable { |
1564 | public: |
1565 | friend class NoLogicalType; |
1566 | |
1567 | OVERRIDE_TOSTRING(None) |
1568 | |
1569 | private: |
1570 | No() |
1571 | : LogicalType::Impl(LogicalType::Type::NONE, SortOrder::UNKNOWN), |
1572 | LogicalType::Impl::SimpleCompatible(ConvertedType::NONE) {} |
1573 | }; |
1574 | |
1575 | GENERATE_MAKE(No) |
1576 | |
1577 | class LogicalType::Impl::Unknown final : public LogicalType::Impl::SimpleCompatible, |
1578 | public LogicalType::Impl::UniversalApplicable { |
1579 | public: |
1580 | friend class UnknownLogicalType; |
1581 | |
1582 | OVERRIDE_TOSTRING(Unknown) |
1583 | |
1584 | private: |
1585 | Unknown() |
1586 | : LogicalType::Impl(LogicalType::Type::UNKNOWN, SortOrder::UNKNOWN), |
1587 | LogicalType::Impl::SimpleCompatible(ConvertedType::NA) {} |
1588 | }; |
1589 | |
1590 | GENERATE_MAKE(Unknown) |
1591 | |
1592 | namespace internal { |
1593 | |
1594 | /// \brief Compute the number of bytes required to represent a decimal of a |
1595 | /// given precision. Taken from the Apache Impala codebase. The comments next |
1596 | /// to the return values are the maximum value that can be represented in 2's |
1597 | /// complement with the returned number of bytes. |
1598 | int32_t DecimalSize(int32_t precision) { |
1599 | DCHECK_GE(precision, 1) << "decimal precision must be greater than or equal to 1, got " |
1600 | << precision; |
1601 | DCHECK_LE(precision, 38) << "decimal precision must be less than or equal to 38, got " |
1602 | << precision; |
1603 | |
1604 | switch (precision) { |
1605 | case 1: |
1606 | case 2: |
1607 | return 1; // 127 |
1608 | case 3: |
1609 | case 4: |
1610 | return 2; // 32,767 |
1611 | case 5: |
1612 | case 6: |
1613 | return 3; // 8,388,607 |
1614 | case 7: |
1615 | case 8: |
1616 | case 9: |
1617 | return 4; // 2,147,483,427 |
1618 | case 10: |
1619 | case 11: |
1620 | return 5; // 549,755,813,887 |
1621 | case 12: |
1622 | case 13: |
1623 | case 14: |
1624 | return 6; // 140,737,488,355,327 |
1625 | case 15: |
1626 | case 16: |
1627 | return 7; // 36,028,797,018,963,967 |
1628 | case 17: |
1629 | case 18: |
1630 | return 8; // 9,223,372,036,854,775,807 |
1631 | case 19: |
1632 | case 20: |
1633 | case 21: |
1634 | return 9; // 2,361,183,241,434,822,606,847 |
1635 | case 22: |
1636 | case 23: |
1637 | return 10; // 604,462,909,807,314,587,353,087 |
1638 | case 24: |
1639 | case 25: |
1640 | case 26: |
1641 | return 11; // 154,742,504,910,672,534,362,390,527 |
1642 | case 27: |
1643 | case 28: |
1644 | return 12; // 39,614,081,257,132,168,796,771,975,167 |
1645 | case 29: |
1646 | case 30: |
1647 | case 31: |
1648 | return 13; // 10,141,204,801,825,835,211,973,625,643,007 |
1649 | case 32: |
1650 | case 33: |
1651 | return 14; // 2,596,148,429,267,413,814,265,248,164,610,047 |
1652 | case 34: |
1653 | case 35: |
1654 | return 15; // 664,613,997,892,457,936,451,903,530,140,172,287 |
1655 | case 36: |
1656 | case 37: |
1657 | case 38: |
1658 | return 16; // 170,141,183,460,469,231,731,687,303,715,884,105,727 |
1659 | default: |
1660 | break; |
1661 | } |
1662 | DCHECK(false); |
1663 | return -1; |
1664 | } |
1665 | |
1666 | } // namespace internal |
1667 | |
1668 | } // namespace parquet |
1669 | |