Measure #574 and #578 on AMD-6800HS

README.md

@@ -37,7 +37,7 @@ export function prune<T extends object>(input: T): void; // erase extra props
 
 All functions in `typia` require **only one line**. You don't need any extra dedication like JSON schema definitions or decorator function calls. Just call `typia` function with only one line like `typia.assert<T>(input)`.
 
-Also, as `typia` performs AOT (Ahead of Time) compilation skill, its performance is much faster than other competitive libaries. For an example, when comparing validate function `is()` with other competitive libraries, `typia` is maximum **15,000x faster** than `class-validator`.
+Also, as `typia` performs AOT (Ahead of Time) compilation skill, its performance is much faster than other competitive libaries. For an example, when comparing validate function `is()` with other competitive libraries, `typia` is maximum **20,000x faster** than `class-validator`.
 
 ![Is Function Benchmark](https://github.com/samchon/typia/raw/master/benchmark/results/11th%20Gen%20Intel(R)%20Core(TM)%20i5-1135G7%20%40%202.40GHz/images/is.svg)
 
@@ -250,7 +250,7 @@ export function createAssertStringify<T>(): (input: T) => string;
   - `application()`: generate JSON schema with only one line
     - you can complement JSON schema contents through [comment tags](https://github.com/samchon/typia/wiki/Enhanced-JSON#comment-tags)
   - `assertParse()`: parse JSON string safely with type validation
-  - `isStringify()`: maximum 10x faster JSON stringify fuction even type safe
+  - `isStringify()`: maximum 160x faster JSON stringify fuction even type safe
 
 ![JSON string conversion speed](https://raw.githubusercontent.com/samchon/typia/master/benchmark/results/AMD%20Ryzen%207%206800HS%20with%20Radeon%20Graphics/images/stringify.svg)
 
@@ -286,8 +286,8 @@ If you need specific random data generation, utilize comment tags or do customiz
 [Nestia](https://github.com/samchon/nestia) is a set of helper libraries for `NestJS`, supporting below features:
 
   - `@nestia/core`: superfast decorators using `typia`
-    - **15,000x faster** validation
-    - **100x faster** JSON serialization
+    - **20,000x faster** validation
+    - **200x faster** JSON serialization
   - `@nestia/sdk`: evolved **SDK** and **Swagger** generators
     - SDK (Software Development Kit)
       - interaction library for client developers

benchmark/results/AMD Ryzen 7 6800HS with Radeon Graphics/README.md

@@ -3,78 +3,167 @@
 > - Memory: 64,780 MB
 > - OS: win32
 > - NodeJS version: v16.19.0
-> - Typia version: 3.7.2
+> - Typia version: v3.7.3
 
 
 ## is
 ![is benchmark](images/is.svg)
 
  Types | typia | typebox | ajv | io-ts | zod | class-validator 
 -------|------|------|------|------|------|------
- object (simple) | 10,563,398.072 | 10,661,040.97 | 504,444.079 | 40,502.625 | 3,973.613 | 526.586 
- object (hierarchical) | 317,862.574 | 317,463.457 | 61,567.11 | 10,172.744 | 482.624 | 116.503 
- object (recursive) | 129,432.613 | 143,353.398 | 54,178.992 | 7,102.022 | 82.14 | 99.55 
- object (union, explicit) | 27,537.804 | 18,519.206 | 9,500.091 | 4,261.039 | 39.181 | 89.934 
- object (union, implicit) | 16,930.414 |  -  |  -  |  -  |  -  |  -  
- array (recursive) | 8,547.632 | 10,931.251 | 2,494.235 | 730.475 | 10.171 | 8.774 
- array (union, explicit) | 3,441.794 | 2,451.536 | 924.893 | 434.107 | 3.311 | 33.158 
- array (union, implicit) | 3,071.243 |  -  |  -  |  -  |  -  |  -  
- ultimate union | 531.729 |  -  |  -  |  -  |  -  |  -  
+ object (simple) | 1,336,957 | 1,311,578 | 64,693 | 5,179 | 673 | 64 
+ object (hierarchical) | 268,145 | 279,146 | 51,568 | 8,362 | 449 | 98 
+ object (recursive) | 152,893 | 153,391 | 56,748 | 7,779 | 92 | 106 
+ object (union, explicit) | 27,216 | 19,409 | 9,846 | 4,379 | 45 |  -  
+ object (union, implicit) | 20,621 |  -  |  -  |  -  |  -  |  -  
+ array (recursive) | 100,511 | 117,415 | 28,173 | 7,918 | 117 |  -  
+ array (union, explicit) | 24,208 | 16,382 | 6,814 | 2,931 | 22 |  -  
+ array (union, implicit) | 30,627 |  -  |  -  |  -  |  -  |  -  
+ ultimate union | 8,095 |  -  |  -  |  -  |  -  |  -  
+
+> Unit: Kilobytes/sec
+
+
+
+
 ## assert
 ![assert benchmark](images/assert.svg)
 
  Types | typia | typebox | io-ts | zod | class-validator 
 -------|------|------|------|------|------
- object (simple) | 456,283.333 | 3,046.165 | 19,157.59 | 3,892.877 | 518.453 
- object (hierarchical) | 112,182.922 | 888.473 | 4,440.299 | 491.14 | 116.163 
- object (recursive) | 63,503.43 | 522.673 | 2,194.567 | 82.364 | 104.05 
- object (union, explicit) | 7,279.255 | 208.425 | 1,413.231 | 39.796 | 93.728 
- object (union, implicit) | 6,626.468 |  -  |  -  |  -  | 79.001 
- array (recursive) | 2,525.414 | 52.311 | 238.841 | 10.036 | NaN 
- array (union, explicit) | 2,614.913 | 20.646 | 104.645 | 3.268 | 32.973 
- array (union, implicit) | 1,849.625 |  -  |  -  |  -  | 21.184 
- ultimate union | 263.567 |  -  |  -  |  -  |  -  
+ object (simple) | 1,317,336 | 1,323,300 | 4,888 | 677 | 64 
+ object (hierarchical) | 271,109 | 279,921 | 8,349 | 465 | 98 
+ object (recursive) | 137,108 | 158,127 | 7,536 | 92 | 112 
+ object (union, explicit) | 26,715 | 18,871 | 4,366 | 46 |  -  
+ object (union, implicit) | 24,841 |  -  |  -  |  -  |  -  
+ array (recursive) | 94,935 | 121,161 | 8,090 | 121 |  -  
+ array (union, explicit) | 24,217 | 16,503 | 2,971 | 23 |  -  
+ array (union, implicit) | 30,225 |  -  |  -  |  -  |  -  
+ ultimate union | 7,682 |  -  |  -  |  -  |  -  
+
+> Unit: Kilobytes/sec
+
+
+
+
 ## validate
 ![validate benchmark](images/validate.svg)
 
  Types | typia | typebox | io-ts | zod | class-validator 
 -------|------|------|------|------|------
- object (simple) | 121,124.63 | 2,788.953 | 19,480.132 | 4,034.401 | 511.39 
- object (hierarchical) | 40,611.01 | 908.561 | 4,354.68 | 496.431 | 115.623 
- object (recursive) | 23,123.587 | 510.611 | 2,232.28 | 82.172 | 99.371 
- object (union, explicit) | 5,622.021 | 210.228 | 1,469.225 | 39.072 | 91.375 
- object (union, implicit) | 4,276.746 |  -  |  -  |  -  | 81.784 
- array (recursive) | 1,466.384 | 55.33 | 237.06 | 10.127 | 8.607 
- array (union, explicit) | 1,911.361 | 21.051 | 104.537 | 3.253 | 33.961 
- array (union, implicit) | 1,271.824 |  -  |  -  |  -  | 21.598 
- ultimate union | 183.638 |  -  |  -  |  -  |  -  
+ object (simple) | 1,320,516 | 1,355,588 | 5,081 | 716 | 65 
+ object (hierarchical) | 183,883 | 270,967 | 8,320 | 456 | 101 
+ object (recursive) | 133,584 | 157,713 | 7,657 | 87 | 113 
+ object (union, explicit) | 26,500 | 19,214 | 4,330 | 45 |  -  
+ object (union, implicit) | 22,794 |  -  |  -  |  -  |  -  
+ array (recursive) | 97,661 | 117,773 | 7,782 | 116 |  -  
+ array (union, explicit) | 24,204 | 16,202 | 2,972 | 23 |  -  
+ array (union, implicit) | 28,534 |  -  |  -  |  -  |  -  
+ ultimate union | 7,686 |  -  |  -  |  -  |  -  
+
+> Unit: Kilobytes/sec
+
+
+
+
+## assert-error
+![assert-error benchmark](images/assert-error.svg)
+
+ Types | typia | typebox | io-ts | zod | class-validator 
+-------|------|------|------|------|------
+ object (simple) | 6,372 | 315 | 1,255 | 698 | 65 
+ object (hierarchical) | 26,994 | 761 | 2,417 | 448 | 106 
+ object (recursive) | 22,056 | 553 | 1,749 | 101 | 118 
+ object (union, explicit) | 6,089 | 230 | 1,082 | 55 |  -  
+ object (union, implicit) | 4,514 |  -  |  -  |  -  |  -  
+ array (recursive) | 14,558 | 604 | 1,847 | 186 |  -  
+ array (union, explicit) | 9,914 | 239 | 636 | 89 |  -  
+ array (union, implicit) | 10,972 |  -  |  -  |  -  |  -  
+ ultimate union | 2,595 |  -  |  -  |  -  |  -  
+
+> Unit: Kilobytes/sec
+
+
+
+
+## validate-error
+![validate-error benchmark](images/validate-error.svg)
+
+ Types | typia | typebox | io-ts | zod | class-validator 
+-------|------|------|------|------|------
+ object (simple) | 13,440 | 316 | 1,590 | 706 | 66 
+ object (hierarchical) | 25,776 | 743 | 2,501 | 454 | 107 
+ object (recursive) | 20,482 | 569 | 1,809 | 101 | 118 
+ object (union, explicit) | 5,172 | 212 | 1,093 | 56 |  -  
+ object (union, implicit) | 3,639 |  -  |  -  |  -  |  -  
+ array (recursive) | 11,790 | 613 | 1,806 | 183 |  -  
+ array (union, explicit) | 8,548 | 241 | 633 | 86 |  -  
+ array (union, implicit) | 8,165 |  -  |  -  |  -  |  -  
+ ultimate union | 2,041 |  -  |  -  |  -  |  -  
+
+> Unit: Kilobytes/sec
+
+
+
+
 ## optimizer
 ![optimizer benchmark](images/optimizer.svg)
 
  Types | typia | typebox | ajv | class-validator 
 -------|------|------|------|------
- object (simple) | 10,907,286.136 | 581.186 | 8.499 | 524.014 
- object (hierarchical) | 363,261.702 | 162.281 | 6.054 | 115.324 
- object (recursive) | 158,012.109 | 686.845 | 9.417 | 98.396 
- object (union, explicit) | 26,052.354 | 149.973 | 5.574 | 91.615 
- array (simple) | 55,518.396 | 754.634 | 8.861 | 71.675 
- array (hierarchical) | 10,243.634 | 426.247 | 7.93 | 7.164 
- array (recursive) | 11,420.857 | 782.257 | 9.737 | 8.556 
- array (union, explicit) | 7,968.534 | 220.906 | 5.563 | 32.76 
+ object (simple) | 1,360,007 | 70 | 1 | 67 
+ object (hierarchical) | 318,319 | 136 | 5 | 95 
+ object (recursive) | 173,622 | 794 | 10 | 114 
+ object (union, explicit) | 29,238 | 164 | 5 | 100 
+ array (simple) | 120,290 | 481 | 11 | 239 
+ array (hierarchical) | 233,773 | 13,974 | 92 | 195 
+ array (recursive) | 151,263 | 8,503 | 106 | 97 
+ array (union, explicit) | 55,641 | 1,567 | 39 | 237 
+
+> Unit: Kilobytes/sec
+
+
+
+
 ## stringify
 ![stringify benchmark](images/stringify.svg)
 
  Types | typia.stringify | typia.isStringify | typia.assertStringify | fast-json-stringify | JSON.stringify | class-transformer 
 -------|------|------|------|------|------|------
- object (simple) | 26,434.985 | 20,422.722 | 12,308.158 | 8,922.71 | 1,665.69 | 120.535 
- object (hierarchical) | 1,677.106 | 1,577.128 | 1,430.018 | 1,907.902 | 409.934 | 36.909 
- object (recursive) | 1,616.173 | 1,517.841 | 1,475.442 | 316.012 | 314.805 | 23.639 
- object (union, explicit) | 562.13 | 482.395 | 420.833 | 378.349 | 216.019 | 10.832 
- array (simple) | 280.259 | 329.759 | 223.843 | 402.74 | 188.934 | 18.468 
- array (hierarchical) | 47.469 | 24.461 | 29.927 | 65.83 | 11.972 | 0.874 
- array (recursive) | 71.244 | 66.546 | 64.658 | 34.382 | 33.821 | 2.364 
- array (union, explicit) | 95.03 | 86.901 | 84.716 | 63.672 | 70.045 | 3.272 
+ object (simple) | 13,675 | 10,002 | 8,345 | 4,740 | 851 | 61 
+ object (hierarchical) | 5,571 | 5,396 | 5,232 | 6,508 | 1,393 | 122 
+ object (recursive) | 7,130 | 6,699 | 6,781 | 1,379 | 1,408 | 106 
+ object (union, explicit) | 2,325 | 2,058 | 2,063 | 1,620 | 928 | 47 
+ array (simple) | 2,697 | 2,440 | 2,486 | 4,022 | 1,843 | 118 
+ array (hierarchical) | 3,557 | 3,487 | 3,559 | 5,372 | 1,627 | 97 
+ array (recursive) | 3,139 | 3,084 | 3,047 | 1,530 | 1,477 | 104 
+ array (union, explicit) | 2,799 | 2,513 | 2,548 | 1,773 | 1,938 | 92 
+
+> Unit: Kilobytes/sec
+
+
+
+
+## server
+![server benchmark](images/server.svg)
+
+ Types | express-typia | fastify | express-pure | express-class-transformer 
+-------|------|------|------|------
+ object (simple) | 60 | 111 | 45 | 5 
+ object (hierarchical) | 140 | 197 | 103 | 11 
+ object (recursive) | 155 | 106 | 107 | 9 
+ object (union, explicit) | 121 | 82 | 74 | 4 
+ array (simple) | 130 | 135 | 125 | 10 
+ array (hierarchical) | 156 | 81 | 118 | 8 
+ array (recursive) | 138 | 106 | 115 | 8 
+ array (union, explicit) | 137 | 127 | 133 | 7 
+
+> Unit: Kilobytes/sec
+
+
+
+
 
 
 
-> Total elapsed time: 1,530,459 ms
+Total elapsed time: 1,772,859 ms