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|---|---|---|---|
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| 99a67fcfa8 |
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
Normal file
19
Cargo.toml
Normal file
|
|
@ -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]
|
||||||
|
tokio = { version = "1.42.0", features = ["rt-multi-thread", "rt", "macros", "time"] }
|
||||||
|
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
|
|
@ -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
|
||||||
|
stdout:
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||||||
|
kind: console
|
||||||
|
|
||||||
|
# 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
|
||||||
|
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:
|
||||||
|
- stdout
|
||||||
|
|
||||||
|
loggers:
|
||||||
|
# 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
|
||||||
|
|
||||||
|
# Route log events sent to the "app::requests" logger to the "requests" appender,
|
||||||
|
# and *not* the normal appenders installed at the root
|
||||||
|
app::requests:
|
||||||
|
level: info
|
||||||
|
appenders:
|
||||||
|
- requests
|
||||||
|
additive: false
|
||||||
291
src/main.rs
Normal file
291
src/main.rs
Normal file
|
|
@ -0,0 +1,291 @@
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||||||
|
use serde_with::BoolFromInt;
|
||||||
|
use chrono::serde::ts_milliseconds;
|
||||||
|
use std::{env, fs};
|
||||||
|
use std::fs::File;
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||||||
|
use std::io::Error;
|
||||||
|
use std::path::{Path, PathBuf};
|
||||||
|
use std::process::{Command, Output};
|
||||||
|
use std::sync::{Arc, Mutex};
|
||||||
|
use chrono::{DateTime, Utc};
|
||||||
|
use lapin::{Connection, ConnectionProperties, Consumer};
|
||||||
|
use lapin::message::{Delivery, DeliveryResult};
|
||||||
|
use lapin::options::{BasicAckOptions, BasicConsumeOptions, BasicQosOptions, BasicRejectOptions};
|
||||||
|
use lapin::types::FieldTable;
|
||||||
|
use serde::{Deserialize, Serialize};
|
||||||
|
use log::{error, info, trace, warn};
|
||||||
|
use meilisearch_sdk::client::Client;
|
||||||
|
use meilisearch_sdk::task_info::TaskInfo;
|
||||||
|
use meilisearch_sdk::tasks::Task;
|
||||||
|
use uuid::Uuid;
|
||||||
|
|
||||||
|
#[tokio::main]
|
||||||
|
async fn main() {
|
||||||
|
let ascii = r#"
|
||||||
|
__ ___ _ _ __ __ __ _
|
||||||
|
\ \ / / |_ (_) ___ | '_ \ ___ _ _ o O O\ \ / / ___ _ _ | |__ ___ _ _
|
||||||
|
\ \/\/ /| ' \ | | (_-< | .__/ / -_) | '_| o \ \/\/ / / _ \ | '_| | / / / -_) | '_|
|
||||||
|
\_/\_/ |_||_| _|_|_ /__/_ |_|__ \___| _|_|_ TS__[O] \_/\_/ \___/ _|_|_ |_\_\ \___| _|_|_
|
||||||
|
_|"""""|_|"""""|_|"""""|_|"""""|_|"""""|_|"""""|_|"""""| {======|_|"""""|_|"""""|_|"""""|_|"""""|_|"""""|_|"""""|
|
||||||
|
"`-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-'
|
||||||
|
"#;
|
||||||
|
println!("{ascii}");
|
||||||
|
|
||||||
|
let args: Vec<String> = env::args().collect();
|
||||||
|
// let cfg: AppConfig = confy::load_path(Path::new(&args[1])).expect("Couldn't read config");
|
||||||
|
let cfg: AppConfig = confy::load_path("./config.toml").expect("Couldn't read config");
|
||||||
|
match Path::new("log4rs.yaml").exists() {
|
||||||
|
true => log4rs::init_file("log4rs.yaml", Default::default()).unwrap(),
|
||||||
|
false => println!("No log4rs.yaml file found. Logging will not be enabled")
|
||||||
|
}
|
||||||
|
|
||||||
|
info!("Setting up mq consumer");
|
||||||
|
let options = ConnectionProperties::default()
|
||||||
|
.with_executor(tokio_executor_trait::Tokio::current())
|
||||||
|
.with_reactor(tokio_reactor_trait::Tokio);
|
||||||
|
let connection = Connection::connect(&cfg.rabbit_mq_config.connection_string, options).await.unwrap();
|
||||||
|
let channel = connection.create_channel().await.unwrap();
|
||||||
|
channel.basic_qos(3, BasicQosOptions::default()).await.unwrap();
|
||||||
|
let consumer = channel.basic_consume("transcribe", "whisper-worker", BasicConsumeOptions::default(), FieldTable::default()).await.unwrap();
|
||||||
|
|
||||||
|
let processing_lock = Arc::new(Mutex::new(()));
|
||||||
|
consumer.set_delegate({
|
||||||
|
let processing_lock = Arc::clone(&processing_lock);
|
||||||
|
move |delivery: DeliveryResult| {
|
||||||
|
let meilisearch_client = Client::new(&cfg.meilisearch_config.connection_string, Some(&cfg.meilisearch_config.api_key)).expect("Couldn't create meilisearch client");
|
||||||
|
let processing_lock = Arc::clone(&processing_lock);
|
||||||
|
async move {
|
||||||
|
let delivery = match delivery {
|
||||||
|
Ok(Some(delivery)) => delivery,
|
||||||
|
Ok(None) => return,
|
||||||
|
Err(error) => {
|
||||||
|
warn!("Failed to consume queue message {}", error);
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
};
|
||||||
|
|
||||||
|
let transcription_request: TranscriptionRequest = serde_json::from_slice(&delivery.data).unwrap();
|
||||||
|
let path = Path::new(&transcription_request.audio_file_path);
|
||||||
|
if !path.exists() {
|
||||||
|
warn!("File not found: {}", &transcription_request.audio_file_path);
|
||||||
|
return delivery.ack(BasicAckOptions::default()).await.unwrap();
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
let transcription_result = {
|
||||||
|
let _lock = processing_lock.lock();
|
||||||
|
transcribe_call(path)
|
||||||
|
};
|
||||||
|
|
||||||
|
match transcription_result {
|
||||||
|
Ok(result) if result.status.success() => {
|
||||||
|
info!("Successfully transcribed {}", &transcription_request.audio_file_path);
|
||||||
|
if !result.stdout.is_empty() {
|
||||||
|
trace!("Stdout: {}", String::from_utf8_lossy(&result.stdout));
|
||||||
|
}
|
||||||
|
if !result.stderr.is_empty() {
|
||||||
|
trace!("Stderr: {}", String::from_utf8_lossy(&result.stderr));
|
||||||
|
}
|
||||||
|
}
|
||||||
|
Ok(result) => {
|
||||||
|
error!("Failed to transcribe {}, Exit code {}", &transcription_request.audio_file_path, result.status.code().unwrap_or_else(|| -99));
|
||||||
|
error!("Stdout: {}", String::from_utf8_lossy(&result.stdout));
|
||||||
|
error!("Stderr: {}", String::from_utf8_lossy(&result.stderr));
|
||||||
|
|
||||||
|
delete_file(path);
|
||||||
|
return delivery.reject(BasicRejectOptions::default()).await.unwrap();
|
||||||
|
}
|
||||||
|
Err(error) => {
|
||||||
|
error!("Failed to transcribe {}, {}", &transcription_request.audio_file_path, error);
|
||||||
|
|
||||||
|
delete_file(path);
|
||||||
|
return delivery.ack(BasicAckOptions::default()).await.unwrap();
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
let transcript_path = path.with_extension("txt");
|
||||||
|
let transcript = match fs::read_to_string(&transcript_path) {
|
||||||
|
Ok(transcript) => transcript,
|
||||||
|
Err(_) => {
|
||||||
|
error!("Failed to read transcript file {}", &transcript_path.display());
|
||||||
|
|
||||||
|
delete_file(path);
|
||||||
|
return delivery.ack(BasicAckOptions::default()).await.unwrap();
|
||||||
|
}
|
||||||
|
};
|
||||||
|
|
||||||
|
let meilisearch_task = match write_to_meilisearch(&meilisearch_client, transcription_request.call_metadata, transcript).await {
|
||||||
|
Ok(task) => task,
|
||||||
|
Err(error) => {
|
||||||
|
error!("Failed to send message to meilisearch, {}", error);
|
||||||
|
|
||||||
|
delete_file(path);
|
||||||
|
delete_file(transcript_path.as_path());
|
||||||
|
return delivery.ack(BasicAckOptions::default()).await.unwrap();
|
||||||
|
}
|
||||||
|
};
|
||||||
|
match wait_for_task_to_complete(&meilisearch_client, &meilisearch_task).await {
|
||||||
|
Ok(task) if task.is_failure() => {
|
||||||
|
error!("Failed to send message to meilisearch, {}", task.unwrap_failure());
|
||||||
|
}
|
||||||
|
Err(error) => {
|
||||||
|
error!("Failed to send message to meilisearch, {}", error);
|
||||||
|
}
|
||||||
|
_ => {}
|
||||||
|
}
|
||||||
|
|
||||||
|
delete_file(path);
|
||||||
|
delete_file(transcript_path.as_path());
|
||||||
|
delivery.ack(BasicAckOptions::default()).await.unwrap()
|
||||||
|
}
|
||||||
|
}
|
||||||
|
});
|
||||||
|
|
||||||
|
info!("Startup Complete!");
|
||||||
|
std::future::pending::<()>().await;
|
||||||
|
}
|
||||||
|
|
||||||
|
fn transcribe_call(file_path: &Path) -> Result<Output, Error> {
|
||||||
|
info!("Transcribing file {}", file_path.display());
|
||||||
|
let output_directory = file_path.parent().unwrap();
|
||||||
|
Command::new("whisperx")
|
||||||
|
.args(["--language", "en"])
|
||||||
|
.args(["--model", "large-v3"])
|
||||||
|
.args(["--batch_size", "4"])
|
||||||
|
.args(["--compute_type", "int8"])
|
||||||
|
.args(["--output_format", "txt"])
|
||||||
|
.args(["--output_dir", output_directory.to_str().unwrap()])
|
||||||
|
.arg(file_path)
|
||||||
|
.output()
|
||||||
|
}
|
||||||
|
|
||||||
|
async fn write_to_meilisearch(client: &Client, call: Call, transcript: String) -> Result<TaskInfo, meilisearch_sdk::errors::Error> {
|
||||||
|
let doc = MeilisearchCall {
|
||||||
|
id: String::from(Uuid::new_v4()),
|
||||||
|
transcript,
|
||||||
|
metadata: call
|
||||||
|
};
|
||||||
|
|
||||||
|
client
|
||||||
|
.index("calls")
|
||||||
|
.add_documents(&[doc], None)
|
||||||
|
.await
|
||||||
|
}
|
||||||
|
|
||||||
|
async fn wait_for_task_to_complete(client: &Client, task: &TaskInfo) -> Result<Task, meilisearch_sdk::errors::Error> {
|
||||||
|
loop {
|
||||||
|
let result = client.get_task(task).await;
|
||||||
|
match &result {
|
||||||
|
Ok(task) if task.is_pending() => {
|
||||||
|
tokio::time::sleep(std::time::Duration::from_secs(2)).await;
|
||||||
|
}
|
||||||
|
_ => {
|
||||||
|
return result;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
fn delete_file(file_path: &Path) {
|
||||||
|
fs::remove_file(file_path).unwrap_or_default();
|
||||||
|
}
|
||||||
|
|
||||||
|
#[derive(Serialize, Deserialize, Default, Debug)]
|
||||||
|
struct TranscriptionRequest {
|
||||||
|
audio_file_path: String,
|
||||||
|
call_metadata: Call
|
||||||
|
}
|
||||||
|
|
||||||
|
#[derive(Serialize, Deserialize, Debug)]
|
||||||
|
struct MeilisearchCall {
|
||||||
|
id: String,
|
||||||
|
transcript: String,
|
||||||
|
metadata: Call
|
||||||
|
}
|
||||||
|
|
||||||
|
#[serde_with::serde_as]
|
||||||
|
#[derive(Serialize, Deserialize, Default, Debug)]
|
||||||
|
struct Call {
|
||||||
|
freq: u32,
|
||||||
|
freq_error: i32,
|
||||||
|
signal: i32,
|
||||||
|
noise: i32,
|
||||||
|
source_num: u32,
|
||||||
|
recorder_num: u32,
|
||||||
|
tdma_slot: u32,
|
||||||
|
#[serde_as(as = "BoolFromInt")]
|
||||||
|
phase2_tdma: bool,
|
||||||
|
#[serde(with = "ts_milliseconds")]
|
||||||
|
start_time: DateTime<Utc>,
|
||||||
|
#[serde(with = "ts_milliseconds")]
|
||||||
|
stop_time: DateTime<Utc>,
|
||||||
|
#[serde_as(as = "BoolFromInt")]
|
||||||
|
emergency: bool,
|
||||||
|
priority: i32,
|
||||||
|
#[serde_as(as = "BoolFromInt")]
|
||||||
|
mode: bool,
|
||||||
|
#[serde_as(as = "BoolFromInt")]
|
||||||
|
duplex: bool,
|
||||||
|
#[serde_as(as = "BoolFromInt")]
|
||||||
|
encrypted: bool,
|
||||||
|
call_length: i32,
|
||||||
|
talkgroup: u64,
|
||||||
|
talkgroup_tag: String,
|
||||||
|
talkgroup_description: String,
|
||||||
|
talkgroup_group_tag: String,
|
||||||
|
talkgroup_group: String,
|
||||||
|
audio_type: String,
|
||||||
|
short_name: String,
|
||||||
|
#[serde(rename = "freqList")]
|
||||||
|
freq_list: Vec<CallFrequency>,
|
||||||
|
#[serde(rename = "srcList")]
|
||||||
|
src_list: Vec<CallSource>,
|
||||||
|
patched_talkgroups: Option<Vec<u32>>
|
||||||
|
}
|
||||||
|
|
||||||
|
#[serde_with::serde_as]
|
||||||
|
#[derive(Serialize, Deserialize, Debug)]
|
||||||
|
struct CallSource {
|
||||||
|
src: i64,
|
||||||
|
#[serde(with = "ts_milliseconds")]
|
||||||
|
time: DateTime<Utc>,
|
||||||
|
pos: f64,
|
||||||
|
#[serde_as(as = "BoolFromInt")]
|
||||||
|
emergency: bool,
|
||||||
|
signal_system: String,
|
||||||
|
tag: String
|
||||||
|
}
|
||||||
|
|
||||||
|
#[serde_with::serde_as]
|
||||||
|
#[derive(Serialize, Deserialize, Debug)]
|
||||||
|
struct CallFrequency {
|
||||||
|
freq: f64,
|
||||||
|
#[serde(with = "ts_milliseconds")]
|
||||||
|
time: DateTime<Utc>,
|
||||||
|
pos: f64,
|
||||||
|
len: f64,
|
||||||
|
error_count: i32,
|
||||||
|
spike_count: i32
|
||||||
|
}
|
||||||
|
|
||||||
|
#[derive(Debug, Serialize, Deserialize, Clone)]
|
||||||
|
struct AppConfig {
|
||||||
|
rabbit_mq_config: RabbitMqConfig,
|
||||||
|
meilisearch_config: MeilisearchConfig
|
||||||
|
}
|
||||||
|
|
||||||
|
impl Default for AppConfig {
|
||||||
|
fn default() -> Self {
|
||||||
|
panic!("Could not find config file")
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
#[derive(Debug, Serialize, Deserialize, Clone)]
|
||||||
|
struct RabbitMqConfig {
|
||||||
|
connection_string: String,
|
||||||
|
}
|
||||||
|
|
||||||
|
#[derive(Debug, Serialize, Deserialize, Clone)]
|
||||||
|
struct MeilisearchConfig {
|
||||||
|
connection_string: String,
|
||||||
|
api_key: String,
|
||||||
|
}
|
||||||
Loading…
Reference in a new issue