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4 changed files with 3713 additions and 0 deletions
3370
Cargo.lock
generated
Normal file
3370
Cargo.lock
generated
Normal file
File diff suppressed because it is too large
Load diff
19
Cargo.toml
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19
Cargo.toml
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@ -0,0 +1,19 @@
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[package]
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name = "whisper-worker"
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version = "0.1.0"
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edition = "2021"
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[dependencies]
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tokio = { version = "1.42.0", features = ["rt-multi-thread", "rt", "macros", "time"] }
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chrono = {version = "0.4.39", features = ["serde"] }
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serde = { version = "1.0.216", features = ["derive"] }
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serde_json = "1.0.133"
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serde_with = "3.11.0"
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lapin = "2.5.0"
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confy = "0.6.1"
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tokio-executor-trait = "2.1.3"
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tokio-reactor-trait = "1.1.0"
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log = "0.4.22"
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log4rs = "1.3.0"
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meilisearch-sdk = "0.27.1"
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uuid = { version = "1.11.0", features = ["v4"] }
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33
log4rs.yaml
Normal file
33
log4rs.yaml
Normal file
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@ -0,0 +1,33 @@
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# Scan this file for changes every 30 seconds
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refresh_rate: 30 seconds
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appenders:
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# An appender named "stdout" that writes to stdout
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stdout:
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kind: console
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# An appender named "requests" that writes to a file with a custom pattern encoder
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requests:
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kind: file
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path: "log/requests.log"
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encoder:
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pattern: "{d} - {m}{n}"
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# Set the default logging level to "warn" and attach the "stdout" appender to the root
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root:
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level: debug
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appenders:
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- stdout
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loggers:
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# Raise the maximum log level for events sent to the "app::backend::db" logger to "info"
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app::backend::db:
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level: info
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# Route log events sent to the "app::requests" logger to the "requests" appender,
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# and *not* the normal appenders installed at the root
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app::requests:
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level: info
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appenders:
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- requests
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additive: false
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291
src/main.rs
Normal file
291
src/main.rs
Normal file
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@ -0,0 +1,291 @@
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use serde_with::BoolFromInt;
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use chrono::serde::ts_milliseconds;
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use std::{env, fs};
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use std::fs::File;
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use std::io::Error;
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use std::path::{Path, PathBuf};
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use std::process::{Command, Output};
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use std::sync::{Arc, Mutex};
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use chrono::{DateTime, Utc};
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use lapin::{Connection, ConnectionProperties, Consumer};
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use lapin::message::{Delivery, DeliveryResult};
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use lapin::options::{BasicAckOptions, BasicConsumeOptions, BasicQosOptions, BasicRejectOptions};
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use lapin::types::FieldTable;
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use serde::{Deserialize, Serialize};
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use log::{error, info, trace, warn};
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use meilisearch_sdk::client::Client;
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use meilisearch_sdk::task_info::TaskInfo;
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use meilisearch_sdk::tasks::Task;
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use uuid::Uuid;
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#[tokio::main]
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async fn main() {
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let ascii = r#"
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__ ___ _ _ __ __ __ _
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\ \ / / |_ (_) ___ | '_ \ ___ _ _ o O O\ \ / / ___ _ _ | |__ ___ _ _
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\ \/\/ /| ' \ | | (_-< | .__/ / -_) | '_| o \ \/\/ / / _ \ | '_| | / / / -_) | '_|
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\_/\_/ |_||_| _|_|_ /__/_ |_|__ \___| _|_|_ TS__[O] \_/\_/ \___/ _|_|_ |_\_\ \___| _|_|_
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_|"""""|_|"""""|_|"""""|_|"""""|_|"""""|_|"""""|_|"""""| {======|_|"""""|_|"""""|_|"""""|_|"""""|_|"""""|_|"""""|
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"`-0-0-'"`-0-0-'"`-0-0-'"`-0-0-'"`-0-0-'"`-0-0-'"`-0-0-'./o--000'"`-0-0-'"`-0-0-'"`-0-0-'"`-0-0-'"`-0-0-'"`-0-0-'
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"#;
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println!("{ascii}");
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let args: Vec<String> = env::args().collect();
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// let cfg: AppConfig = confy::load_path(Path::new(&args[1])).expect("Couldn't read config");
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let cfg: AppConfig = confy::load_path("./config.toml").expect("Couldn't read config");
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match Path::new("log4rs.yaml").exists() {
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true => log4rs::init_file("log4rs.yaml", Default::default()).unwrap(),
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false => println!("No log4rs.yaml file found. Logging will not be enabled")
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}
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info!("Setting up mq consumer");
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let options = ConnectionProperties::default()
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.with_executor(tokio_executor_trait::Tokio::current())
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.with_reactor(tokio_reactor_trait::Tokio);
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let connection = Connection::connect(&cfg.rabbit_mq_config.connection_string, options).await.unwrap();
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let channel = connection.create_channel().await.unwrap();
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channel.basic_qos(3, BasicQosOptions::default()).await.unwrap();
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let consumer = channel.basic_consume("transcribe", "whisper-worker", BasicConsumeOptions::default(), FieldTable::default()).await.unwrap();
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let processing_lock = Arc::new(Mutex::new(()));
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consumer.set_delegate({
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let processing_lock = Arc::clone(&processing_lock);
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move |delivery: DeliveryResult| {
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let meilisearch_client = Client::new(&cfg.meilisearch_config.connection_string, Some(&cfg.meilisearch_config.api_key)).expect("Couldn't create meilisearch client");
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let processing_lock = Arc::clone(&processing_lock);
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async move {
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let delivery = match delivery {
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Ok(Some(delivery)) => delivery,
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Ok(None) => return,
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Err(error) => {
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warn!("Failed to consume queue message {}", error);
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return;
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}
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};
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let transcription_request: TranscriptionRequest = serde_json::from_slice(&delivery.data).unwrap();
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let path = Path::new(&transcription_request.audio_file_path);
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if !path.exists() {
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warn!("File not found: {}", &transcription_request.audio_file_path);
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return delivery.ack(BasicAckOptions::default()).await.unwrap();
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}
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let transcription_result = {
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let _lock = processing_lock.lock();
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transcribe_call(path)
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};
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match transcription_result {
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Ok(result) if result.status.success() => {
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info!("Successfully transcribed {}", &transcription_request.audio_file_path);
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if !result.stdout.is_empty() {
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trace!("Stdout: {}", String::from_utf8_lossy(&result.stdout));
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}
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if !result.stderr.is_empty() {
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trace!("Stderr: {}", String::from_utf8_lossy(&result.stderr));
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}
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}
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Ok(result) => {
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error!("Failed to transcribe {}, Exit code {}", &transcription_request.audio_file_path, result.status.code().unwrap_or_else(|| -99));
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error!("Stdout: {}", String::from_utf8_lossy(&result.stdout));
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error!("Stderr: {}", String::from_utf8_lossy(&result.stderr));
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delete_file(path);
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return delivery.reject(BasicRejectOptions::default()).await.unwrap();
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}
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Err(error) => {
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error!("Failed to transcribe {}, {}", &transcription_request.audio_file_path, error);
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delete_file(path);
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return delivery.ack(BasicAckOptions::default()).await.unwrap();
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}
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}
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let transcript_path = path.with_extension("txt");
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let transcript = match fs::read_to_string(&transcript_path) {
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Ok(transcript) => transcript,
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Err(_) => {
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error!("Failed to read transcript file {}", &transcript_path.display());
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delete_file(path);
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return delivery.ack(BasicAckOptions::default()).await.unwrap();
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}
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};
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let meilisearch_task = match write_to_meilisearch(&meilisearch_client, transcription_request.call_metadata, transcript).await {
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Ok(task) => task,
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Err(error) => {
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error!("Failed to send message to meilisearch, {}", error);
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delete_file(path);
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delete_file(transcript_path.as_path());
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return delivery.ack(BasicAckOptions::default()).await.unwrap();
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}
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};
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match wait_for_task_to_complete(&meilisearch_client, &meilisearch_task).await {
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Ok(task) if task.is_failure() => {
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error!("Failed to send message to meilisearch, {}", task.unwrap_failure());
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}
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Err(error) => {
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error!("Failed to send message to meilisearch, {}", error);
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}
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_ => {}
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}
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delete_file(path);
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delete_file(transcript_path.as_path());
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delivery.ack(BasicAckOptions::default()).await.unwrap()
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}
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}
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});
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info!("Startup Complete!");
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std::future::pending::<()>().await;
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}
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fn transcribe_call(file_path: &Path) -> Result<Output, Error> {
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info!("Transcribing file {}", file_path.display());
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let output_directory = file_path.parent().unwrap();
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Command::new("whisperx")
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.args(["--language", "en"])
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.args(["--model", "large-v3"])
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.args(["--batch_size", "4"])
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.args(["--compute_type", "int8"])
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.args(["--output_format", "txt"])
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.args(["--output_dir", output_directory.to_str().unwrap()])
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.arg(file_path)
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.output()
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}
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async fn write_to_meilisearch(client: &Client, call: Call, transcript: String) -> Result<TaskInfo, meilisearch_sdk::errors::Error> {
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let doc = MeilisearchCall {
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id: String::from(Uuid::new_v4()),
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transcript,
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metadata: call
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};
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client
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.index("calls")
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.add_documents(&[doc], None)
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.await
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}
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async fn wait_for_task_to_complete(client: &Client, task: &TaskInfo) -> Result<Task, meilisearch_sdk::errors::Error> {
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loop {
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let result = client.get_task(task).await;
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match &result {
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Ok(task) if task.is_pending() => {
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tokio::time::sleep(std::time::Duration::from_secs(2)).await;
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}
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_ => {
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return result;
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}
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}
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}
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}
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fn delete_file(file_path: &Path) {
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fs::remove_file(file_path).unwrap_or_default();
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}
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#[derive(Serialize, Deserialize, Default, Debug)]
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struct TranscriptionRequest {
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audio_file_path: String,
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call_metadata: Call
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}
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#[derive(Serialize, Deserialize, Debug)]
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struct MeilisearchCall {
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id: String,
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transcript: String,
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metadata: Call
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}
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#[serde_with::serde_as]
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#[derive(Serialize, Deserialize, Default, Debug)]
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struct Call {
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freq: u32,
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freq_error: i32,
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signal: i32,
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noise: i32,
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source_num: u32,
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recorder_num: u32,
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tdma_slot: u32,
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#[serde_as(as = "BoolFromInt")]
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phase2_tdma: bool,
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#[serde(with = "ts_milliseconds")]
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start_time: DateTime<Utc>,
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#[serde(with = "ts_milliseconds")]
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stop_time: DateTime<Utc>,
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#[serde_as(as = "BoolFromInt")]
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emergency: bool,
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priority: i32,
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#[serde_as(as = "BoolFromInt")]
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mode: bool,
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#[serde_as(as = "BoolFromInt")]
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duplex: bool,
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#[serde_as(as = "BoolFromInt")]
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encrypted: bool,
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call_length: i32,
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talkgroup: u64,
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talkgroup_tag: String,
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talkgroup_description: String,
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talkgroup_group_tag: String,
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talkgroup_group: String,
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audio_type: String,
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short_name: String,
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#[serde(rename = "freqList")]
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freq_list: Vec<CallFrequency>,
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#[serde(rename = "srcList")]
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src_list: Vec<CallSource>,
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patched_talkgroups: Option<Vec<u32>>
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}
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#[serde_with::serde_as]
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#[derive(Serialize, Deserialize, Debug)]
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struct CallSource {
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src: i64,
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#[serde(with = "ts_milliseconds")]
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time: DateTime<Utc>,
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pos: f64,
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#[serde_as(as = "BoolFromInt")]
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emergency: bool,
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signal_system: String,
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tag: String
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}
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#[serde_with::serde_as]
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#[derive(Serialize, Deserialize, Debug)]
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struct CallFrequency {
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freq: f64,
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#[serde(with = "ts_milliseconds")]
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time: DateTime<Utc>,
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pos: f64,
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len: f64,
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error_count: i32,
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spike_count: i32
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}
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#[derive(Debug, Serialize, Deserialize, Clone)]
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struct AppConfig {
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rabbit_mq_config: RabbitMqConfig,
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meilisearch_config: MeilisearchConfig
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}
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|
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impl Default for AppConfig {
|
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fn default() -> Self {
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panic!("Could not find config file")
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}
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}
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#[derive(Debug, Serialize, Deserialize, Clone)]
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struct RabbitMqConfig {
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connection_string: String,
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}
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|
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#[derive(Debug, Serialize, Deserialize, Clone)]
|
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struct MeilisearchConfig {
|
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connection_string: String,
|
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api_key: String,
|
||||
}
|
||||
Loading…
Reference in a new issue