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Contoh kode - Amazon Polly

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Contoh kode

Contoh berikut menunjukkan sesi streaming dua arah lengkap. Program ini membuat klien Amazon Polly async, membuka aliran yang dikonfigurasi dengan mesin generatif dan output MP3, mengirim teks sebagai serangkaian TextEvent pesan, mengakumulasi potongan yang AudioEvent dikembalikan ke dalam file output, dan menutup aliran dengan file. CloseStreamEvent Karena input dan output terjadi secara bersamaan, data audio mulai berdatangan sebelum semua teks dikirim.

Java
import software.amazon.awssdk.regions.Region; import software.amazon.awssdk.services.polly.PollyAsyncClient; import software.amazon.awssdk.services.polly.model.*; import java.io.FileOutputStream; import java.io.OutputStream; import java.util.concurrent.CompletableFuture; import java.util.concurrent.Semaphore; import org.reactivestreams.Publisher; import org.reactivestreams.Subscription; public class BidirectionalStreamExample { public static void main(String[] args) throws Exception { try (PollyAsyncClient pollyClient = PollyAsyncClient.builder() .region(Region.US_EAST_1) .build()) { StartSpeechSynthesisStreamRequest request = StartSpeechSynthesisStreamRequest.builder() .engine(Engine.GENERATIVE) .voiceId(VoiceId.TIFFANY) .outputFormat(OutputFormat.MP3) .sampleRate("24000") .build(); try (OutputStream audioOutput = new FileOutputStream("output.mp3")) { StartSpeechSynthesisStreamResponseHandler responseHandler = StartSpeechSynthesisStreamResponseHandler.builder() .subscriber(StartSpeechSynthesisStreamResponseHandler.Visitor.builder() .onAudioEvent(audioEvent -> { try { byte[] audio = audioEvent.audioChunk().asByteArray(); System.out.println("Received AudioEvent: " + audio.length + " bytes"); audioOutput.write(audio); } catch (Exception e) { throw new RuntimeException(e); } }) .onStreamClosedEvent(closedEvent -> { System.out.println("Stream closed. Characters synthesized: " + closedEvent.requestCharacters()); }) .onDefault(event -> {}) .build()) .onError(error -> { System.err.println("Stream error: " + error.getMessage()); }) .build(); String[] textChunks = { "The weather forecast for today shows clear skies ", "with temperatures reaching twenty five degrees. ", "Tomorrow we expect some cloud cover in the morning ", "but it should clear up by the afternoon. ", "The rest of the week looks mostly sunny ", "with a slight chance of rain on Friday. ", "Overall a great week to spend time outdoors." }; Publisher<StartSpeechSynthesisStreamActionStream> inputPublisher = subscriber -> { subscriber.onSubscribe(new Subscription() { private final Semaphore permits = new Semaphore(0); private volatile boolean cancelled = false; @Override public void request(long n) { permits.release((int) Math.min(n, Integer.MAX_VALUE)); } @Override public void cancel() { cancelled = true; permits.release(); } { new Thread(() -> { for (String chunk : textChunks) { try { permits.acquire(); } catch (InterruptedException e) { return; } if (cancelled) return; System.out.println("Sending TextEvent: " + chunk.trim()); subscriber.onNext(StartSpeechSynthesisStreamActionStream.textEventBuilder() .text(chunk).textType(TextType.TEXT).build()); // Simulate delay between chunks (e.g. waiting for LLM tokens) try { Thread.sleep(300); } catch (InterruptedException e) { return; } } if (!cancelled) { subscriber.onNext(StartSpeechSynthesisStreamActionStream .closeStreamEventBuilder().build()); subscriber.onComplete(); } }).start(); } }); }; CompletableFuture<Void> future = pollyClient.startSpeechSynthesisStream( request, inputPublisher, responseHandler); future.join(); } // audioOutput closed } // pollyClient closed } }
JavaScript
import { PollyClient, StartSpeechSynthesisStreamCommand } from "@aws-sdk/client-polly"; import { createWriteStream } from "fs"; const client = new PollyClient({ region: "us-east-1" }); const textChunks = [ "The weather forecast for today shows clear skies ", "with temperatures reaching twenty five degrees. ", "Tomorrow we expect some cloud cover in the morning ", "but it should clear up by the afternoon. ", "The rest of the week looks mostly sunny ", "with a slight chance of rain on Friday. ", "Overall a great week to spend time outdoors.", ]; const sleep = (ms) => new Promise((resolve) => setTimeout(resolve, ms)); async function* createInputEvents() { for (const chunk of textChunks) { console.log(`Sending TextEvent: ${chunk.trim()}`); yield { TextEvent: { Text: chunk, TextType: "text", }, }; // Simulate delay between chunks (e.g. waiting for LLM tokens) await sleep(300); } yield { CloseStreamEvent: {} }; } async function synthesizeStream() { const command = new StartSpeechSynthesisStreamCommand({ Engine: "generative", VoiceId: "Tiffany", OutputFormat: "mp3", SampleRate: "24000", ActionStream: createInputEvents(), }); const response = await client.send(command); const outputStream = createWriteStream("output.mp3"); for await (const event of response.EventStream) { if (event.AudioEvent) { console.log(`Received AudioEvent: ${event.AudioEvent.AudioChunk.length} bytes`); outputStream.write(event.AudioEvent.AudioChunk); } else if (event.StreamClosedEvent) { console.log( `Stream closed. Characters synthesized: ${event.StreamClosedEvent.RequestCharacters}` ); } } outputStream.end(); } synthesizeStream().catch(console.error);
Go
package main import ( "context" "fmt" "os" "strings" "time" "github.com/aws/aws-sdk-go-v2/aws" "github.com/aws/aws-sdk-go-v2/config" "github.com/aws/aws-sdk-go-v2/service/polly" "github.com/aws/aws-sdk-go-v2/service/polly/types" ) func main() { ctx := context.Background() cfg, err := config.LoadDefaultConfig(ctx, config.WithRegion("us-east-1")) if err != nil { fmt.Fprintf(os.Stderr, "Failed to load config: %v\n", err) os.Exit(1) } client := polly.NewFromConfig(cfg) output, err := client.StartSpeechSynthesisStream(ctx, &polly.StartSpeechSynthesisStreamInput{ Engine: types.EngineGenerative, VoiceId: types.VoiceIdTiffany, OutputFormat: types.OutputFormatMp3, SampleRate: aws.String("24000"), }) if err != nil { fmt.Fprintf(os.Stderr, "Failed to start stream: %v\n", err) os.Exit(1) } stream := output.GetStream() defer stream.Close() audioFile, err := os.Create("output.mp3") if err != nil { fmt.Fprintf(os.Stderr, "Failed to create output file: %v\n", err) os.Exit(1) } defer audioFile.Close() textChunks := []string{ "The weather forecast for today shows clear skies ", "with temperatures reaching twenty five degrees. ", "Tomorrow we expect some cloud cover in the morning ", "but it should clear up by the afternoon. ", "The rest of the week looks mostly sunny ", "with a slight chance of rain on Friday. ", "Overall a great week to spend time outdoors.", } // Send text events in a goroutine go func() { for _, chunk := range textChunks { fmt.Printf("Sending TextEvent: %s\n", strings.TrimSpace(chunk)) err := stream.Send(ctx, &types.StartSpeechSynthesisStreamActionStreamMemberTextEvent{ Value: types.TextEvent{ Text: aws.String(chunk), TextType: types.TextTypeText, }, }) if err != nil { fmt.Fprintf(os.Stderr, "Failed to send text event: %v\n", err) return } // Simulate delay between chunks (e.g. waiting for LLM tokens) time.Sleep(300 * time.Millisecond) } // Signal end of input stream.Send(ctx, &types.StartSpeechSynthesisStreamActionStreamMemberCloseStreamEvent{ Value: types.CloseStreamEvent{}, }) }() // Receive audio events for event := range stream.Events() { switch v := event.(type) { case *types.StartSpeechSynthesisStreamEventStreamMemberAudioEvent: fmt.Printf("Received AudioEvent: %d bytes\n", len(v.Value.AudioChunk)) audioFile.Write(v.Value.AudioChunk) case *types.StartSpeechSynthesisStreamEventStreamMemberStreamClosedEvent: fmt.Printf("Stream closed. Characters synthesized: %d\n", v.Value.RequestCharacters) } } if err := stream.Err(); err != nil { fmt.Fprintf(os.Stderr, "Stream error: %v\n", err) os.Exit(1) } }
Rust
use aws_sdk_polly::types::{ CloseStreamEvent, Engine, OutputFormat, StartSpeechSynthesisStreamActionStream, StartSpeechSynthesisStreamEventStream, TextEvent, TextType, VoiceId, }; use aws_sdk_polly::Client; use std::fs::File; use std::io::Write; use tokio::time::{sleep, Duration}; #[tokio::main] async fn main() { let config = aws_config::defaults(aws_config::BehaviorVersion::latest()) .region("us-east-1") .load() .await; let client = Client::new(&config); let text_chunks = vec![ "The weather forecast for today shows clear skies ", "with temperatures reaching twenty five degrees. ", "Tomorrow we expect some cloud cover in the morning ", "but it should clear up by the afternoon. ", "The rest of the week looks mostly sunny ", "with a slight chance of rain on Friday. ", "Overall a great week to spend time outdoors.", ]; let input_stream = async_stream::stream! { for chunk in &text_chunks { println!("Sending TextEvent: {}", chunk.trim()); yield Ok(StartSpeechSynthesisStreamActionStream::TextEvent( TextEvent::builder().text(*chunk).text_type(TextType::Text).build().unwrap(), )); // Simulate delay between chunks (e.g. waiting for LLM tokens) sleep(Duration::from_millis(300)).await; } yield Ok(StartSpeechSynthesisStreamActionStream::CloseStreamEvent( CloseStreamEvent::builder().build(), )); }; let mut output = client .start_speech_synthesis_stream() .engine(Engine::Generative) .voice_id(VoiceId::Tiffany) .output_format(OutputFormat::Mp3) .sample_rate("24000") .action_stream(input_stream.into()) .send() .await .expect("Failed to start stream"); let mut audio_file = File::create("output.mp3").expect("Failed to create output file"); while let Ok(Some(event)) = output.event_stream.recv().await { match event { StartSpeechSynthesisStreamEventStream::AudioEvent(audio_event) => { if let Some(chunk) = audio_event.audio_chunk() { let bytes = chunk.as_ref(); println!("Received AudioEvent: {} bytes", bytes.len()); audio_file.write_all(bytes).unwrap(); } } StartSpeechSynthesisStreamEventStream::StreamClosedEvent(closed_event) => { println!( "Stream closed. Characters synthesized: {}", closed_event.request_characters() ); } _ => {} } } }