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# 배치 추론 작업 출력 예제
배치 추론 작업을 생성하면 작업이 S3 버킷에서 배치 입력 데이터를 가져오고, 솔루션 버전을 사용하여 항목 추천을 생성하고, 추천을 S3 버킷에 JSON 형식으로 내보냅니다.**
다음 섹션에는 레시피 유형별로 배치 추론 작업에 대한 출력 파일 예제가 나열되어 있습니다. 지금-유행 또는 차선책-작업 레시피로는 배치 추천을 받을 수 없습니다.
**Topics**
+ [USER\$1PERSONALIZATION 레시피](#batch-inference-output-user-personalization)
+ [POPULAR\$1ITEMS 레시피](#batch-inference-output-popular-items)
+ [PERSONALIZED\$1RANKING 레시피](#batch-inference-output-personalized-ranking)
+ [RELATED\$1ITEMS 레시피](#batch-inference-output-related-items)
## USER\$1PERSONALIZATION 레시피
다음은 USER\$1PERSONALIZATION 레시피에 대한 출력 JSON 파일의 예제입니다.
```
{"input":{"userId":"4638"},"output":{"recommendedItems":["63992","115149","110102","148626","148888","31685","102445","69526","92535","143355","62374","7451","56171","122882","66097","91542","142488","139385","40583","71530","39292","111360","34048","47099","135137"],"scores":[0.0152238,0.0069081,0.0068222,0.006394,0.0059746,0.0055851,0.0049357,0.0044644,0.0042968,0.004015,0.0038805,0.0037476,0.0036563,0.0036178,0.00341,0.0033467,0.0033258,0.0032454,0.0032076,0.0031996,0.0029558,0.0029021,0.0029007,0.0028837,0.0028316]},"error":null}
{"input":{"userId":"663"},"output":{"recommendedItems":["368","377","25","780","1610","648","1270","6","165","1196","1097","300","1183","608","104","474","736","293","141","2987","1265","2716","223","733","2028"],"scores":[0.0406197,0.0372557,0.0254077,0.0151975,0.014991,0.0127175,0.0124547,0.0116712,0.0091098,0.0085492,0.0079035,0.0078995,0.0075598,0.0074876,0.0072006,0.0071775,0.0068923,0.0066552,0.0066232,0.0062504,0.0062386,0.0061121,0.0060942,0.0060781,0.0059263]},"error":null}
{"input":{"userId":"3384"},"output":{"recommendedItems":["597","21","223","2144","208","2424","594","595","920","104","520","367","2081","39","1035","2054","160","1370","48","1092","158","2671","500","474","1907"],"scores":[0.0241061,0.0119394,0.0118012,0.010662,0.0086972,0.0079428,0.0073218,0.0071438,0.0069602,0.0056961,0.0055999,0.005577,0.0054387,0.0051787,0.0051412,0.0050493,0.0047126,0.0045393,0.0042159,0.0042098,0.004205,0.0042029,0.0040778,0.0038897,0.0038809]},"error":null}
...
```
## POPULAR\$1ITEMS 레시피
다음 예제는 Popularity-Count 레시피의 출력 JSON 파일 형식을 보여줍니다. 지금-유행 레시피로는 배치 추천을 받을 수 없습니다.
```
{"input": {"userId": "12"}, "output": {"recommendedItems": ["105", "106", "441"]}}
{"input": {"userId": "105"}, "output": {"recommendedItems": ["105", "106", "441"]}}
{"input": {"userId": "41"}, "output": {"recommendedItems": ["105", "106", "441"]}}
...
```
## PERSONALIZED\$1RANKING 레시피
다음 예제는 USER\$1PERSONALIZATION 레시피에 대한 출력 JSON 파일을 보여줍니다.
```
{"input":{"userId":"891","itemList":["27","886","101"]},"output":{"recommendedItems":["27","101","886"],"scores":[0.48421,0.28133,0.23446]}}
{"input":{"userId":"445","itemList":["527","55","901"]},"output":{"recommendedItems":["901","527","55"],"scores":[0.46972,0.31011,0.22017]}}
{"input":{"userId":"71","itemList":["29","351","199"]},"output":{"recommendedItems":["351","29","199"],"scores":[0.68937,0.24829,0.06232]}}
...
```
## RELATED\$1ITEMS 레시피
다음 예제는 Popularity-Count 레시피의 출력 JSON 파일 형식을 보여줍니다.
```
{"input": {"itemId": "105"}, "output": {"recommendedItems": ["106", "107", "49"]}}
{"input": {"itemId": "106"}, "output": {"recommendedItems": ["105", "107", "49"]}}
{"input": {"itemId": "441"}, "output": {"recommendedItems": ["2", "442", "435"]}}
...
```
다음 예제는 테마가 있는 유사-항목 레시피의 출력 JSON 파일 형식을 보여줍니다. 테마가 있는 추천에 대한 자세한 내용은 [콘텐츠 생성기에서 테마가 있는 배치 추천](themed-batch-recommendations.md) 섹션을 참조하세요.
```
{"input":{"itemId":"40"},"output":{"recommendedItems":["36","50","44","22","21","29","3","1","2","39"],"theme":"Movies with a strong female lead","itemsThemeRelevanceScores":[0.19994527,0.183059963,0.17478035,0.1618133,0.1574806,0.15468733,0.1499242,0.14353688,0.13531424,0.10291852]}}
{"input":{"itemId":"43"},"output":{"recommendedItems":["50","21","36","3","17","2","39","1","10","5"],"theme":"The best movies of 1995","itemsThemeRelevanceScores":[0.184988,0.1795761,0.11143453,0.0989443,0.08258403,0.07952615,0.07115086,0.0621634,-0.138913,-0.188913]}}
...
```