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# Personalize 엔드포인트 및 할당량
<a name="limits"></a>

다음 단원에는 Personalize 지침, 할당량 및 엔드포인트에 관한 정보가 포함되어 있습니다. 조정 가능한 할당량의 경우 [Service Quotas 콘솔](https://console.aws.amazon.com/servicequotas/)을 사용하여 할당량 증가를 요청할 수 있습니다. 자세한 내용은 [할당량 증가 요청](#requesting-limit-increase) 단원을 참조하십시오.

**Topics**
+ [Personalize 엔드포인트 및 리전](#regions)
+ [규정 준수](#compliance)
+ [Service Quotas](#limits-table)
+ [할당량 증가 요청](#requesting-limit-increase)

## Personalize 엔드포인트 및 리전
<a name="regions"></a>

리전별 Personalize 엔드포인트 목록은 Web Services 일반 참조의 [AWS 리전 및 엔드포인트](https://docs.aws.amazon.com/general/latest/gr/personalize.html) 단원을 참조하세요.**

## 규정 준수
<a name="compliance"></a>

Personalize 규정 준수 프로그램에 대한 자세한 내용은 [AWS 규정 준수](https://aws.amazon.com/compliance/), [AWS 규정 준수 프로그램](https://aws.amazon.com/compliance/programs/) 및 [AWS 규정 준수 프로그램 범위의 서비스](https://aws.amazon.com/compliance/services-in-scope) 단원을 참조하세요.

## Service Quotas
<a name="limits-table"></a>

 AWS 계정에는 Personalize에 대한 다음과 같은 할당량이 있습니다.


| Resource | 할당량 | 
| --- |--- |
| **Item interactions** | 
| --- |
| Minimum number of unique item interactions required to create a solution version or recommender. For a custom solution, you must have this many records after any filtering by event type or event value before training.  | 1000 | 
| For User-Personalization-v2 and Personalized-Ranking-v2 recipes, the maximum number of item interactions that are considered by a model during training. | 3 billion | 
| For all domain use cases and custom recipes other than User-Personalization-v2 or Personalized-Ranking-v2, the maximum number of item interactions that are considered by a model during training. | 500 million (adjustable) | 
| Maximum number of distinct event types combined with total number of optional metadata columns in an Item interactions dataset. | 10 | 
| Maximum number of metadata columns, excluding reserved fields, in an Item interactions dataset. | 5 | 
| Maximum number of characters for categorical data and impression values. | 1000 | 
| Maximum amount of bulk item interactions data per dataset import job with FULL import mode. | 100 GB (increases to 1TB with any increase to 모델에서 고려한 항목 상호 작용) | 
| Maximum amount of bulk item interactions data per dataset import job with INCREMENTAL import mode. | 1 GB | 
| Minimum number of item interactions records per dataset import job with FULL or INCREMENTAL import mode. | 1000 | 
| **Users** | 
| --- |
| Minimum number of unique users in item interactions data, with at minimum 2 item interactions each, required to create a domain recommender or custom solution version. | 25 | 
| Minimum percentage of total users that must have at minimum 2 item interactions or more before you can create a domain recommender or custom solution version. | 1 percent | 
| Maximum number of metadata fields for a Users dataset. | 25 | 
| Maximum number of characters for USER\_ID data values. | 256 | 
| Maximum number of characters for categorical data values. | 1000 characters | 
| Maximum amount of bulk user data per dataset import job with FULL import mode. | 100 GB | 
| Maximum amount of bulk user data per dataset import job with INCREMENTAL import mode. | 1 GB | 
| **Items** | 
| --- |
| For User-Personalization-v2 or Personalized-Ranking-v2, the maximum number of items that are considered by a model during training. These items are from both the Items and Item interactions dataset. | 5 million | 
| For all domain use cases and custom recipes other than User-Personalization-v2 and Personalized-Ranking-v2, the maximum number of items that are considered by a model during training and generating recommendations. | 750,000 | 
| Maximum number of metadata fields for an Items dataset. | 100 | 
| Maximum number of characters for ITEM\_ID data values. | 256 | 
| Maximum number of characters for categorical and non-categorical string data values. | 1000 characters | 
| Maximum number of textual fields for an Items dataset. | 1 | 
| Maximum number of characters for textual data values for Chinese and Japanese languages. | 7,000 characters | 
| Maximum number of characters for textual data values for all other languages. | 20,000 characters | 
| Maximum amount of bulk items data per dataset import job with BULK import mode. | 100 GB | 
| Maximum amount of bulk item data per dataset import job with INCREMENTAL import mode. | 1 GB | 
| **Actions** | 
| --- |
| Maximum number of actions that are considered by a model during training and generating recommendations. | 1000 | 
| Maximum number of metadata fields for an Actions dataset. | 10 | 
| Maximum number of characters for ACTION\_ID data values. | 256 | 
| Maximum number of characters for categorical data values. | 1000 characters | 
| Maximum amount of bulk actions data per dataset import job with BULK import mode. | 100 GB | 
| Maximum amount of bulk actions data per dataset import job with INCREMENTAL import mode. | 1 GB | 
| **Action interactions** | 
| --- |
| Maximum number of action interactions that are considered by a model during training. | 500 million | 
| Maximum number of metadata columns, excluding reserved fields, in a Action interactions dataset. | 5 | 
| Maximum amount of bulk interactions data per dataset import job with FULL import mode. | 100 GB (increases to 1TB with any increase to 모델에서 고려한 작업 항목 상호 작용) | 
| Maximum amount of bulk interactions data per dataset import job with INCREMENTAL import mode. | 1 GB | 
| **Individual record import APIs** | 
| --- |
| Maximum rate of PutEvents requests per dataset group. | 1000/second | 
| Maximum number of events in a PutEvents call. | 10 | 
| Maximum size of an event. | 10 KB | 
| Maximum rate of PutActionInteractions requests per dataset group. | 1000/second | 
| Maximum number of action interaction events in a PutActionInteractions call. | 10 | 
| Maximum size of an action interaction event. | 10 KB | 
| Maximum rate of PutItems requests per dataset group. | 10/second | 
| Maximum number of items in a PutItems call. | 10 | 
| Maximum rate of PutUsers requests per dataset group. | 10/second | 
| Maximum number of users in a PutUsers call. | 10 | 
| Maximum rate of PutActions requests per dataset group. | 10/second | 
| Maximum number of users in a PutActions call. | 10 | 
| **Legacy recipes** | 
| --- |
| Maximum amount of combined data for Users and Items datasets for HRNN-metadata and HRNN-Coldstart recipes. | 5 GB | 
| Maximum number of cold start items the HRNN-Coldstart recipe supports to train a model (create a solution version). | 80000 | 
| Minimum number of cold start items the HRNN-Coldstart recipe requires to train a model (create a solution version). | 100 | 
| **Filters** | 
| --- |
| Total number of filters per dataset group. | 30 (adjustable) | 
| Maximum number of distinct dataset fields for a filter. | 10 | 
| Total number of distinct dataset fields across all filters in a dataset group. | 20 | 
| Maximum number of item interactions per user per event type considered by a filter. | 100 interactions (adjustable) | 
| Maximum number of action interactions per user per event type considered by a filter. | 300 action interactions (adjustable) | 
| **GetRecommendations / GetPersonalizedRanking / GetActionRecommendations requests** | 
| --- |
| Maximum transaction rate for GetRecommendations, GetActionRecommendations and GetPersonalizedRanking requests. | 2500/sec | 
| Maximum number of GetRecommendations requests per second per campaign. | 500/sec | 
| Maximum number of GetActionRecommendations requests per second per campaign. | 500/sec | 
| Maximum number of GetPersonalizedRanking requests per second per campaign. | 500/sec. | 
| Maximum number of metadata columns per GetRecommendations or GetPersonalizedRanking request. | 10 | 
| Maximum number of recommendation results for a GetRecommendation request without metadata. | 500 | 
| Maximum number of recommendation results for a GetRecommendation request with metadata. | 50 | 
| Maximum number of items for ranking in a GetPersonalizedRanking request without metadata. | 500 | 
| Maximum number of items for ranking in a GetPersonalizedRanking request with metadata. | 50 | 
| **Metric attribution quotas** | 
| --- |
| Maximum number of metrics for a metric attribution | 10 | 
| Maximum number of unique event attribution sources | 100 | 
| **Batch inference jobs** | 
| --- |
| Maximum number of input files for a batch inference job. | 1000 | 
| Maximum size of batch inference job input. | 1 GB | 
| Maximum number of records per input file for a batch inference job without themes. | 50 million | 
| Maximum number of records per input file for a batch inference job with themes. | 100 | 
| **Batch segment jobs** | 
| --- |
| Maximum number of input files for a batch segment job. | 1000 | 
| Maximum size of batch segment job input. | 1 GB | 
| Maximum number of queries per input file for Item-Affinity recipe. | 500 | 
| Maximum number of queries per input file for Item-Attribute-Affinity recipe. | 10 | 
| Maximum number of users per segment | 5 million | 
| **Data deletion jobs** | 
| --- |
| Maximum number of data deletion jobs for a dataset group with a status of PENDING.  | 5 (adjustable) | 
| Maximum total size of your data deletion input file or files  | 100 MB | 

 AWS 계정에는 각 리전에 대해 다음과 같은 할당량이 있습니다.


| Resource | 할당량 | 
| --- | --- | 
| 총 활성 스키마 수. | 500 | 
| 총 활성 데이터세트 그룹 수. | 5(조정 가능) | 
| 보류 중이거나 진행 중인 데이터세트 가져오기 작업의 총 수. | 5 | 
| 보류 중이거나 진행 중인 배치 추론 작업의 총 수. | 5(조정 가능) | 
| 보류 중이거나 진행 중인 배치 세그먼트 작업의 총 수. | 5 | 
| 보류 중이거나 진행 중인 솔루션 버전의 총 수. | 20(조정 가능) | 

각 데이터세트 그룹에는 다음과 같은 할당량이 있습니다.


| Resource | 할당량 | 
| --- | --- | 
| 총 활성 솔루션 수. | 10(조정 가능) | 
| 총 활성 캠페인 수. | 5(조정 가능) | 
| 총 추천자 수. | 5 | 
| 총 필터 수. | 30(조정 가능) | 
| 모든 필터 간 개별 데이터세트 필드의 총 수. | 20 | 
| 상태가 PENDING인 데이터세트 그룹의 총 데이터 삭제 작업 수입니다. | 5 | 

## 할당량 증가 요청
<a name="requesting-limit-increase"></a>

 조정 가능한 할당량의 경우 [Service Quotas 콘솔](https://console.aws.amazon.com/servicequotas/)을 사용하여 할당량 증가를 요청할 수 있습니다. 다음 Personalize 할당량은 조정이 가능합니다.
+ 교육 중 하나의 모델에서 고려되는 최대 항목 상호 작용 수.
+ 데이터세트 그룹별 활성 캠페인 
+ 활성 데이터세트 그룹
+ 데이터세트 그룹당 활성 필터 
+ 데이터세트 그룹당 활성 솔루션 
+ 증분 가져오기당 데이터 양
+ 필터에서 고려하는 이벤트 유형별 사용자당 최대 항목 상호 작용 수
+ 보류 중이거나 진행 중인 배치 추론 작업의 총 수 
+ 보류 중이거나 진행 중인 솔루션 버전의 총 수 
+ 최대 `PutEvents` 또는 `PutActionInteraction` 요청 속도 

 [Service Quotas 콘솔](https://console.aws.amazon.com/servicequotas/)을 사용하여 할당량 증가를 요청하려면 Service Quotas 사용 설명서의 [할당량 증가 요청](https://docs.aws.amazon.com/servicequotas/latest/userguide/request-quota-increase.html) 단원을 참조하세요.**