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# Contoh kode untuk Amazon Personalize Runtime menggunakan AWS SDKs
Contoh kode berikut menunjukkan cara menggunakan Amazon Personalize Runtime dengan AWS perangkat pengembangan perangkat lunak (SDK).
*Tindakan* merupakan kutipan kode dari program yang lebih besar dan harus dijalankan dalam konteks. Sementara tindakan menunjukkan cara memanggil fungsi layanan individual, Anda dapat melihat tindakan dalam konteks dalam skenario terkait.
**Sumber daya lainnya**
+ **[Panduan Pengembang Amazon Personalisasi Runtime](https://docs.aws.amazon.com/personalize/latest/dg/what-is-personalize.html)** — Informasi selengkapnya tentang Amazon Personalize Runtime.
+ **[Referensi API Personalisasi Amazon Runtime](https://docs.aws.amazon.com/personalize/latest/dg/API_Operations_Amazon_Personalize_Runtime.html)** — Detail tentang semua tindakan Amazon Personalisasi Runtime yang tersedia.
+ **[AWS Pusat Pengembang](https://aws.amazon.com/developer/code-examples/?awsf.sdk-code-examples-product=product%23personalize)** - Contoh kode yang dapat Anda filter berdasarkan kategori atau pencarian teks lengkap.
+ **[AWS Contoh SDK](https://github.com/awsdocs/aws-doc-sdk-examples)** — GitHub repo dengan kode lengkap dalam bahasa pilihan. Termasuk instruksi untuk mengatur dan menjalankan kode.
**Contents**
+ [Hal-hal mendasar](personalize-runtime_code_examples_basics.md)
+ [Tindakan](personalize-runtime_code_examples_actions.md)
+ [`GetPersonalizedRanking`](personalize-runtime_example_personalize-runtime_GetPersonalizedRanking_section.md)
+ [`GetRecommendations`](personalize-runtime_example_personalize-runtime_GetRecommendations_section.md)
# Contoh dasar untuk Amazon Personalize Runtime menggunakan AWS SDKs
Contoh kode berikut menunjukkan cara menggunakan dasar-dasar Amazon Personalize Runtime dengan. AWS SDKs
**Contents**
+ [Tindakan](personalize-runtime_code_examples_actions.md)
+ [`GetPersonalizedRanking`](personalize-runtime_example_personalize-runtime_GetPersonalizedRanking_section.md)
+ [`GetRecommendations`](personalize-runtime_example_personalize-runtime_GetRecommendations_section.md)
# Tindakan untuk Amazon Personalisasi Runtime menggunakan AWS SDKs
Contoh kode berikut menunjukkan cara melakukan tindakan Amazon Personalize Runtime individual dengan. AWS SDKs Setiap contoh menyertakan tautan ke GitHub, di mana Anda dapat menemukan instruksi untuk mengatur dan menjalankan kode.
Contoh berikut hanya mencakup tindakan yang paling umum digunakan. Untuk daftar lengkapnya, lihat Referensi API [Amazon Personalize Runtime](https://docs.aws.amazon.com/personalize/latest/dg/API_Operations_Amazon_Personalize_Runtime.html).
**Topics**
+ [`GetPersonalizedRanking`](personalize-runtime_example_personalize-runtime_GetPersonalizedRanking_section.md)
+ [`GetRecommendations`](personalize-runtime_example_personalize-runtime_GetRecommendations_section.md)
# Gunakan `GetPersonalizedRanking` dengan AWS SDK
Contoh kode berikut menunjukkan cara menggunakan`GetPersonalizedRanking`.
------
#### [ Java ]
**SDK untuk Java 2.x**
Ada lebih banyak tentang GitHub. Temukan contoh lengkapnya dan pelajari cara mengatur dan menjalankannya di [Repositori Contoh Kode AWS](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javav2/example_code/personalize#code-examples).
```
public static List getRankedRecs(PersonalizeRuntimeClient personalizeRuntimeClient,
String campaignArn,
String userId,
ArrayList items) {
try {
GetPersonalizedRankingRequest rankingRecommendationsRequest = GetPersonalizedRankingRequest.builder()
.campaignArn(campaignArn)
.userId(userId)
.inputList(items)
.build();
GetPersonalizedRankingResponse recommendationsResponse = personalizeRuntimeClient
.getPersonalizedRanking(rankingRecommendationsRequest);
List rankedItems = recommendationsResponse.personalizedRanking();
int rank = 1;
for (PredictedItem item : rankedItems) {
System.out.println("Item ranked at position " + rank + " details");
System.out.println("Item Id is : " + item.itemId());
System.out.println("Item score is : " + item.score());
System.out.println("---------------------------------------------");
rank++;
}
return rankedItems;
} catch (PersonalizeRuntimeException e) {
System.err.println(e.awsErrorDetails().errorMessage());
System.exit(1);
}
return null;
}
```
+ Untuk detail API, lihat [GetPersonalizedRanking](https://docs.aws.amazon.com/goto/SdkForJavaV2/personalize-runtime-2018-05-22/GetPersonalizedRanking)di *Referensi AWS SDK for Java 2.x API*.
------
#### [ JavaScript ]
**SDK untuk JavaScript (v3)**
Ada lebih banyak tentang GitHub. Temukan contoh lengkapnya dan pelajari cara mengatur dan menjalankannya di [Repositori Contoh Kode AWS](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javascriptv3/example_code/personalize#code-examples).
```
// Get service clients module and commands using ES6 syntax.
import { GetPersonalizedRankingCommand } from "@aws-sdk/client-personalize-runtime";
import { personalizeRuntimeClient } from "./libs/personalizeClients.js";
// Or, create the client here.
// const personalizeRuntimeClient = new PersonalizeRuntimeClient({ region: "REGION"});
// Set the ranking request parameters.
export const getPersonalizedRankingParam = {
campaignArn: "CAMPAIGN_ARN" /* required */,
userId: "USER_ID" /* required */,
inputList: ["ITEM_ID_1", "ITEM_ID_2", "ITEM_ID_3", "ITEM_ID_4"],
};
export const run = async () => {
try {
const response = await personalizeRuntimeClient.send(
new GetPersonalizedRankingCommand(getPersonalizedRankingParam),
);
console.log("Success!", response);
return response; // For unit tests.
} catch (err) {
console.log("Error", err);
}
};
run();
```
+ Untuk detail API, lihat [GetPersonalizedRanking](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/personalize-runtime/command/GetPersonalizedRankingCommand)di *Referensi AWS SDK untuk JavaScript API*.
------
# Gunakan `GetRecommendations` dengan AWS SDK
Contoh kode berikut menunjukkan cara menggunakan`GetRecommendations`.
------
#### [ Java ]
**SDK untuk Java 2.x**
Ada lebih banyak tentang GitHub. Temukan contoh lengkapnya dan pelajari cara mengatur dan menjalankannya di [Repositori Contoh Kode AWS](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javav2/example_code/personalize#code-examples).
Dapatkan daftar item yang direkomendasikan.
```
public static void getRecs(PersonalizeRuntimeClient personalizeRuntimeClient, String campaignArn, String userId) {
try {
GetRecommendationsRequest recommendationsRequest = GetRecommendationsRequest.builder()
.campaignArn(campaignArn)
.numResults(20)
.userId(userId)
.build();
GetRecommendationsResponse recommendationsResponse = personalizeRuntimeClient
.getRecommendations(recommendationsRequest);
List items = recommendationsResponse.itemList();
for (PredictedItem item : items) {
System.out.println("Item Id is : " + item.itemId());
System.out.println("Item score is : " + item.score());
}
} catch (AwsServiceException e) {
System.err.println(e.awsErrorDetails().errorMessage());
System.exit(1);
}
}
```
Dapatkan daftar item yang direkomendasikan dari pemberi rekomendasi yang dibuat dalam grup kumpulan data domain.
```
public static void getRecs(PersonalizeRuntimeClient personalizeRuntimeClient, String recommenderArn,
String userId) {
try {
GetRecommendationsRequest recommendationsRequest = GetRecommendationsRequest.builder()
.recommenderArn(recommenderArn)
.numResults(20)
.userId(userId)
.build();
GetRecommendationsResponse recommendationsResponse = personalizeRuntimeClient
.getRecommendations(recommendationsRequest);
List items = recommendationsResponse.itemList();
for (PredictedItem item : items) {
System.out.println("Item Id is : " + item.itemId());
System.out.println("Item score is : " + item.score());
}
} catch (AwsServiceException e) {
System.err.println(e.awsErrorDetails().errorMessage());
System.exit(1);
}
}
```
Gunakan filter saat meminta rekomendasi.
```
public static void getFilteredRecs(PersonalizeRuntimeClient personalizeRuntimeClient,
String campaignArn,
String userId,
String filterArn,
String parameter1Name,
String parameter1Value1,
String parameter1Value2,
String parameter2Name,
String parameter2Value) {
try {
Map filterValues = new HashMap<>();
filterValues.put(parameter1Name, String.format("\"%1$s\",\"%2$s\"",
parameter1Value1, parameter1Value2));
filterValues.put(parameter2Name, String.format("\"%1$s\"",
parameter2Value));
GetRecommendationsRequest recommendationsRequest = GetRecommendationsRequest.builder()
.campaignArn(campaignArn)
.numResults(20)
.userId(userId)
.filterArn(filterArn)
.filterValues(filterValues)
.build();
GetRecommendationsResponse recommendationsResponse = personalizeRuntimeClient
.getRecommendations(recommendationsRequest);
List items = recommendationsResponse.itemList();
for (PredictedItem item : items) {
System.out.println("Item Id is : " + item.itemId());
System.out.println("Item score is : " + item.score());
}
} catch (PersonalizeRuntimeException e) {
System.err.println(e.awsErrorDetails().errorMessage());
System.exit(1);
}
}
```
+ Untuk detail API, lihat [GetRecommendations](https://docs.aws.amazon.com/goto/SdkForJavaV2/personalize-runtime-2018-05-22/GetRecommendations)di *Referensi AWS SDK for Java 2.x API*.
------
#### [ JavaScript ]
**SDK untuk JavaScript (v3)**
Ada lebih banyak tentang GitHub. Temukan contoh lengkapnya dan pelajari cara mengatur dan menjalankannya di [Repositori Contoh Kode AWS](https://github.com/awsdocs/aws-doc-sdk-examples/tree/main/javascriptv3/example_code/personalize#code-examples).
```
// Get service clients module and commands using ES6 syntax.
import { GetRecommendationsCommand } from "@aws-sdk/client-personalize-runtime";
import { personalizeRuntimeClient } from "./libs/personalizeClients.js";
// Or, create the client here.
// const personalizeRuntimeClient = new PersonalizeRuntimeClient({ region: "REGION"});
// Set the recommendation request parameters.
export const getRecommendationsParam = {
campaignArn: "CAMPAIGN_ARN" /* required */,
userId: "USER_ID" /* required */,
numResults: 15 /* optional */,
};
export const run = async () => {
try {
const response = await personalizeRuntimeClient.send(
new GetRecommendationsCommand(getRecommendationsParam),
);
console.log("Success!", response);
return response; // For unit tests.
} catch (err) {
console.log("Error", err);
}
};
run();
```
Dapatkan rekomendasi dengan filter (grup kumpulan data khusus).
```
// Get service clients module and commands using ES6 syntax.
import { GetRecommendationsCommand } from "@aws-sdk/client-personalize-runtime";
import { personalizeRuntimeClient } from "./libs/personalizeClients.js";
// Or, create the client here.
// const personalizeRuntimeClient = new PersonalizeRuntimeClient({ region: "REGION"});
// Set the recommendation request parameters.
export const getRecommendationsParam = {
recommenderArn: "RECOMMENDER_ARN" /* required */,
userId: "USER_ID" /* required */,
numResults: 15 /* optional */,
};
export const run = async () => {
try {
const response = await personalizeRuntimeClient.send(
new GetRecommendationsCommand(getRecommendationsParam),
);
console.log("Success!", response);
return response; // For unit tests.
} catch (err) {
console.log("Error", err);
}
};
run();
```
Dapatkan rekomendasi yang difilter dari pemberi rekomendasi yang dibuat dalam grup kumpulan data domain.
```
// Get service clients module and commands using ES6 syntax.
import { GetRecommendationsCommand } from "@aws-sdk/client-personalize-runtime";
import { personalizeRuntimeClient } from "./libs/personalizeClients.js";
// Or, create the client here:
// const personalizeRuntimeClient = new PersonalizeRuntimeClient({ region: "REGION"});
// Set recommendation request parameters.
export const getRecommendationsParam = {
campaignArn: "CAMPAIGN_ARN" /* required */,
userId: "USER_ID" /* required */,
numResults: 15 /* optional */,
filterArn: "FILTER_ARN" /* required to filter recommendations */,
filterValues: {
PROPERTY:
'"VALUE"' /* Only required if your filter has a placeholder parameter */,
},
};
export const run = async () => {
try {
const response = await personalizeRuntimeClient.send(
new GetRecommendationsCommand(getRecommendationsParam),
);
console.log("Success!", response);
return response; // For unit tests.
} catch (err) {
console.log("Error", err);
}
};
run();
```
+ Untuk detail API, lihat [GetRecommendations](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/personalize-runtime/command/GetRecommendationsCommand)di *Referensi AWS SDK untuk JavaScript API*.
------