swarm-stt: the daemon (queue connection, request/reply, busy limit, hourly purge) and its settings docs
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4 changed files with 237 additions and 6 deletions
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Cargo.lock
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8
Cargo.lock
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@ -5368,8 +5368,16 @@ dependencies = [
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name = "swarm-stt"
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version = "0.1.0"
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dependencies = [
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"anyhow",
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"async-nats",
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"async-trait",
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"futures-util",
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"hive-log",
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"serde_json",
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"sha2 0.11.1",
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"swarm-queue-client",
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"swarm-secret-client",
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"swarm-wire",
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"tempfile",
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"thiserror 2.0.21",
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"tokio",
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@ -39,10 +39,39 @@ way to open them. The service kills a run that outlasts its timeout (decode and
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together) and fails the request, so one hung child can't hold the single
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engine slot. A scratch directory per run holds the WAV and goes away with the run.
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## Settings the daemon will expose
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## The daemon
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The model (default `small`), the cache TTL (default one day), the size,
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length and run-time caps. The daemon change also owns a bound on how many
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requests may wait for the engine slot, a sweep of scratch directories a crash
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left behind, and whisper's thread count. The design and the choices behind them are in the discussion on
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issue 6383.
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`swarm-stt` connects to the queue as its own OIDC client, with its secret read
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from the store under its own certificate, as the notification router does. It
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subscribes to `$SWARM.stt.transcribe.*` in the queue group `swarm-stt` and
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answers each request on its reply subject. The body of a request is the raw
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audio. The answer is JSON: `{"status":"ok","text":…,"cached":…}` or
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`{"status":"failed","message":…}` (`swarm_wire::stt`). An agent may publish
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only on its own `$SWARM.stt.transcribe.<agent>`, and the service may publish
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nowhere but the inbox of its own client, so replies leave through NATS reply
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rights.
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The service holds at most `MAX_WAITING` requests at once, whether running or
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waiting for the engine's one slot, because each holds its audio in memory. It
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answers a request past that with a `failed` response saying it's busy. It
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removes expired transcripts every hour.
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## Settings
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All are environment variables with the prefix `SWARM_STT_`; the nix module will
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set them.
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| variable | default | meaning |
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| ------------------------------------------------------------------- | ------------------------------ | ----------------------------------------------------- |
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| `STATE_DIR` | required | holds `cache/` and `scratch/` |
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| `FFMPEG`, `WHISPER_CLI`, `MODEL` | required | the two binaries and the ggml model file |
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| `CACHE_TTL_SECS` | one day | how long a transcript stays |
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| `MAX_BYTES` | 6 MiB | the largest audio file taken; the queue carries 8 MiB |
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| `MAX_AUDIO_SECS` | 300 | seconds of audio decoded; ffmpeg drops the rest |
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| `RUN_TIMEOUT_SECS` | 300 | the longest one run may take |
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| `MAX_WAITING` | 8 | requests held at once |
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| `NATS_URL`, `OIDC_TOKEN_ENDPOINT`, `OIDC_CLIENT_ID`, `OIDC_CA_FILE` | required, the CA file optional | the queue connection |
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Two things the daemon doesn't do yet: sweep scratch directories a crash left
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behind, and set whisper's thread count. The issue 6383 discussion has the
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choices behind the defaults.
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@ -3,11 +3,27 @@ name = "swarm-stt"
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version.workspace = true
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edition.workspace = true
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[[bin]]
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name = "swarm-stt"
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path = "src/main.rs"
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[dependencies]
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anyhow.workspace = true
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async-nats.workspace = true
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# The `Engine` trait: a fake in the tests, whisper in the daemon.
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async-trait.workspace = true
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# Draining the subscription.
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futures-util.workspace = true
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hive-log.workspace = true
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serde_json.workspace = true
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# The SHA-256 of the audio, which keys the cache and the in-flight map.
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sha2.workspace = true
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# The queue connect with its OIDC client credentials.
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swarm-queue-client.workspace = true
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# The client secret, read with the service's own store leaf.
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swarm-secret-client.workspace = true
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# The subject, request and response of the wire.
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swarm-wire.workspace = true
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thiserror.workspace = true
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tokio.workspace = true
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tracing.workspace = true
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178
swarm-stt/src/main.rs
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178
swarm-stt/src/main.rs
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@ -0,0 +1,178 @@
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//! The swarm's speech-to-text service.
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//!
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//! It connects to the queue as its own OIDC client, hears every agent's
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//! request subject (`swarm_wire::stt`), and answers each audio file with its
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//! transcript. [`swarm_stt::Service`] does the work: the cache, the shared
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//! runs and the engine. This file only reads the settings and carries
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//! requests between the queue and the service.
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use std::path::PathBuf;
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use std::sync::Arc;
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use std::time::Duration;
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use anyhow::{Context as _, Result, bail};
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use futures_util::StreamExt as _;
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use swarm_queue_client::{ClientSecret, QueueConfig};
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use swarm_secret_client::stored_secret::StoredSecret;
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use swarm_stt::engine::Whisper;
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use swarm_stt::{Config, Error, Service, cache::Cache};
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use swarm_wire::stt::{Response, subject_wildcard};
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use tokio::sync::Semaphore;
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/// The cert-auth role this service logs in to the store as. `swarm-bao.nix`
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/// writes it, matching the leaf's subject.
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const CERT_ROLE: &str = "swarm-stt";
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/// The environment prefix `swarm-stt.nix` sets.
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const PREFIX: &str = "SWARM_STT";
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/// The queue group every instance joins, so a request reaches one of them.
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const QUEUE_GROUP: &str = "swarm-stt";
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/// How often expired transcripts are removed.
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const PURGE_EVERY: Duration = Duration::from_hours(1);
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#[tokio::main]
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async fn main() -> Result<()> {
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hive_log::init();
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swarm_secret_client::install_crypto_provider();
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let var = |name: &str| {
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let full = format!("{PREFIX}_{name}");
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std::env::var(&full).with_context(|| format!("{full} is unset"))
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};
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let number = |name: &str, default: u64| -> Result<u64> {
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let full = format!("{PREFIX}_{name}");
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match std::env::var(&full) {
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Ok(v) => v.parse().with_context(|| format!("{full} is not a number")),
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Err(_) => Ok(default),
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}
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};
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let state = PathBuf::from(var("STATE_DIR")?);
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let cache = Cache::new(
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state.join("cache"),
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Duration::from_secs(number("CACHE_TTL_SECS", 24 * 60 * 60)?),
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);
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let engine = Whisper {
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ffmpeg: PathBuf::from(var("FFMPEG")?),
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whisper: PathBuf::from(var("WHISPER_CLI")?),
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model: PathBuf::from(var("MODEL")?),
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scratch: state.join("scratch"),
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max_secs: number("MAX_AUDIO_SECS", 300)?,
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timeout: Duration::from_secs(number("RUN_TIMEOUT_SECS", 300)?),
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};
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let max_bytes = usize::try_from(number("MAX_BYTES", 6 * 1024 * 1024)?)
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.context("SWARM_STT_MAX_BYTES does not fit in memory")?;
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let service = Arc::new(Service::new(engine, cache.clone(), Config { max_bytes }));
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// Requests held at once, running or waiting for the engine's one slot:
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// each holds its audio in memory, so past this the service says it is busy.
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let waiting = Arc::new(Semaphore::new(
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usize::try_from(number("MAX_WAITING", 8)?).context("SWARM_STT_MAX_WAITING is too large")?,
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));
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let client_id = var("OIDC_CLIENT_ID")?;
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let secret =
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swarm_secret_client::read_with_startup_retry("reading the queue client secret", || {
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client_secret(&client_id)
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})
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.await?;
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let reread_id = client_id.clone();
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let secret = StoredSecret::new(client_id.clone(), secret, move || {
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let client_id = reread_id.clone();
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async move { client_secret(&client_id).await.map_err(Into::into) }
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});
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let queue = swarm_queue_client::connect(QueueConfig {
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url: var("NATS_URL")?,
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token_endpoint: var("OIDC_TOKEN_ENDPOINT")?,
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client_id,
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client_secret: ClientSecret::Stored(secret),
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ca_file: std::env::var(format!("{PREFIX}_OIDC_CA_FILE"))
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.ok()
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.map(PathBuf::from),
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})
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.await?;
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tokio::spawn(async move {
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loop {
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let removed = cache.purge().await;
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if removed > 0 {
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tracing::info!(removed, "removed expired transcripts");
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}
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tokio::time::sleep(PURGE_EVERY).await;
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}
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});
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let mut requests = queue
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.queue_subscribe(subject_wildcard(), QUEUE_GROUP.to_owned())
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.await
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.context("subscribing to the request subject")?;
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tracing::info!(
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subject = subject_wildcard(),
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"swarm-stt: answering requests"
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);
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while let Some(request) = requests.next().await {
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let (queue, service) = (queue.clone(), Arc::clone(&service));
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let permit = Arc::clone(&waiting).try_acquire_owned().ok();
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tokio::spawn(async move {
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let Some(reply) = request.reply.clone() else {
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tracing::warn!(subject = %request.subject, "a request with no reply subject");
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return;
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};
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let response = if permit.is_some() {
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answer(&service, &request.payload).await
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} else {
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Response::Failed {
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message: "the transcription service is busy, try again shortly".to_owned(),
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}
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};
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drop(permit);
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match serde_json::to_vec(&response) {
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Ok(body) => {
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if let Err(e) = queue.publish(reply, body.into()).await {
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tracing::warn!(error = %e, "publishing a reply failed");
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}
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}
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Err(e) => tracing::error!(error = %e, "encoding a reply failed"),
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}
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});
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}
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bail!("the request subscription ended")
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}
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/// The wire answer to one request's audio.
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async fn answer(service: &Service<Whisper>, audio: &[u8]) -> Response {
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match service.transcribe(audio).await {
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Ok(reply) => Response::Ok {
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text: reply.text,
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cached: reply.cached,
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},
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Err(Error::Engine(message)) => {
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tracing::warn!(%message, "a transcription failed");
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Response::Failed { message }
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}
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Err(e) => Response::Failed {
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message: e.to_string(),
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},
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}
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}
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async fn client_secret(client_id: &str) -> Result<String> {
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use swarm_secret_client::builder::{ClientSecret, client_secret_path};
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let path = client_secret_path(client_id)?;
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let store = swarm_secret_client::SecretStore::from_env(CERT_ROLE)
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.await
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.context("logging in to the secret store")?;
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let stored: Option<ClientSecret> = store
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.read_optional(&path)
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.await
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.with_context(|| format!("reading {path}"))?;
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match stored {
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Some(s) if !s.value.trim().is_empty() => Ok(s.value.trim().to_owned()),
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_ => bail!(
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"nothing at {path}: authelia's mint, in its container, has not \
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stored this service's client secret"
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),
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}
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}
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