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# SPDX-License-Identifier: MIT OR Apache-2.0
"""The gateway (crates/diar-gateway) as a service, on CPU.
A stand-in Triton (fake_triton.py) serves the stand-in networks of fake_nn.py, and every RTTM, error and front-end
record the gateway returns must be byte-identical to the release's own `analyse` and `indic_mode` run with the same
networks (conftest.fake_reference). Around that: Triton going away and coming back mid-run, a model that stays away, model
errors, admission limits, uploads, path rules, the token, cancellation, the synchronous call, the result cache,
metrics, the spool and shutdown.
Needs the gateway binary (`make build`, or $ANUVANI_DIAR_GATEWAY).
"""
import json
import os
import random
import signal
import socket
import subprocess
import time
import urllib.error
import urllib.parse
import urllib.request
from concurrent.futures import ThreadPoolExecutor
from pathlib import Path
import numpy as np
import pytest
from conftest import PROJ
from fake_triton import FakeTriton
BIN = Path(os.environ.get("ANUVANI_DIAR_GATEWAY", PROJ / "target/release/anuvani-diar-gateway"))
pytestmark = pytest.mark.skipif(not BIN.exists(), reason="build the gateway first (make build)")
OOM = "RuntimeError: CUDA out of memory (simulated)"
def free_port():
with socket.socket() as s:
s.bind(("127.0.0.1", 0))
return s.getsockname()[1]
def call(url, method="GET", data=None, headers=None, timeout=60):
"""(status, body, headers); header names are looked up case-insensitively."""
req = urllib.request.Request(url, data=data, method=method, headers=headers or {})
try:
with urllib.request.urlopen(req, timeout=timeout) as r:
return r.status, r.read(), r.headers
except urllib.error.HTTPError as e:
return e.code, e.read(), e.headers
class Gateway:
def __init__(self, triton, tmp, *extra, root="/", token=None, spool=None, wait=True, port=None):
self.port = port or free_port()
self.url = f"http://127.0.0.1:{self.port}"
self.spool = spool or tmp / f"spool-{self.port}"
self.records = tmp / f"records-{self.port}"
self.log = tmp / f"gateway-{self.port}.log"
cmd = [str(BIN), "--listen", f"127.0.0.1:{self.port}", "--triton", triton.url, "--gpus", "0,1",
"--slots-per-gpu", "2", "--spool", str(self.spool), "--dump-records", str(self.records),
"--decode-threads", "3", "--post-threads", "4", *extra]
if root is not None:
cmd += ["--allow-path-root", str(root)]
if token is not None:
cmd += ["--token", token]
env = {k: v for k, v in os.environ.items() if k != "ANUVANI_DIAR_TOKEN"}
self.proc = subprocess.Popen(cmd, stdout=open(self.log, "w"), stderr=subprocess.STDOUT, env=env)
if wait:
deadline = time.monotonic() + 30
while time.monotonic() < deadline and self.proc.poll() is None:
try:
urllib.request.urlopen(self.url + "/health", timeout=1)
return
except OSError:
time.sleep(0.05)
raise RuntimeError(f"the gateway did not start: {self.log.read_text()[-2000:]}")
def stop(self):
if self.proc.poll() is None:
self.proc.send_signal(signal.SIGTERM)
try:
self.proc.wait(20)
except subprocess.TimeoutExpired:
self.proc.kill()
self.proc.wait()
def metrics(self):
_, body, _ = call(self.url + "/metrics")
return {k: float(v) for k, v in (line.split() for line in body.decode().splitlines() if line and line[0] != "#")}
def client(self, **kw):
from anuvani_diar import Client
return Client(self.url, timeout=120, **kw)
@pytest.fixture
def stack(tmp_path):
"""Start fake Tritons and gateways on demand; stop them all afterwards."""
started = []
class Stack:
def triton(self, **kw):
t = FakeTriton(**kw).start()
started.append(t)
return t
def gateway(self, triton, *extra, **kw):
g = Gateway(triton, tmp_path, *extra, **kw)
started.append(g)
return g
yield Stack()
for s in reversed(started):
s.stop()
def ok_items(items, ref, n=None):
log = json.loads((ref / "log.json").read_text())
ok = [it for it in items if not log[it["sid"]]]
return ok if n is None else ok[:n]
def longest(items, ref, n):
"""The `n` items with the most 16 s windows (from the reference records)."""
return sorted(items, key=lambda it: -np.load(ref / f"{it['sid']}.npz")["P"].shape[0])[:n]
def run_jobs(gw, items, ref, uploads=8, seed=0, threads=16):
"""Every item once, in a shuffled order, concurrently; the first `uploads` working files (in the items' own
order) are uploaded, the rest named by path. Returns {sid: final job status}."""
c = gw.client(retries=200)
order = list(items)
random.Random(seed).shuffle(order)
upload = {it["sid"] for it in ok_items(items, ref, uploads)}
def one(it):
job = c.submit(it["path"], uri=it["sid"], server_path=it["sid"] not in upload)
return it["sid"], c.wait(job, poll=0.05)
with ThreadPoolExecutor(threads) as ex:
return dict(ex.map(one, order))
def compare(items, got, ref, records):
"""Differences between the gateway's answers and the release's: errors, the RTTM, the dumped records."""
log = json.loads((ref / "log.json").read_text())
bad = []
for it in items:
sid = it["sid"]
want, r = log[sid], got[sid]
if "error" in want:
if r["error"] != want["error"]:
bad.append((sid, "error", want["error"], r["error"]))
continue
if r["status"] != "done":
bad.append((sid, r["status"], r["error"]))
continue
if (r["rttm"] or "").encode() != (ref / f"{sid}.rttm").read_bytes():
bad.append((sid, "rttm"))
d = np.load(ref / f"{sid}.npz")
meta = json.loads((records / f"{sid}.json").read_text())
same = (np.fromfile(records / f"{sid}.P", dtype="<u2").tobytes() == np.ascontiguousarray(d["P"]).view(np.uint16).tobytes()
and np.fromfile(records / f"{sid}.masks", dtype=np.uint8).tobytes() == d["masks"].tobytes()
and np.fromfile(records / f"{sid}.emb", dtype="<f4").tobytes() == d["emb"].tobytes()
and meta["chunks"] == d["P"].shape[0]
and np.float64(meta["duration_s"]).tobytes() == d["duration_s"].tobytes()
and np.array(meta["frames_sw"], np.float64).tobytes() == np.asarray(d["frames_sw"], np.float64).tobytes())
if not same:
bad.append((sid, "record"))
return bad
def wait_for(cond, timeout=60.0, step=0.05):
deadline = time.monotonic() + timeout
while time.monotonic() < deadline:
v = cond()
if v:
return v
time.sleep(step)
raise AssertionError("timed out")
def raw_request(port, head, body=b""):
s = socket.create_connection(("127.0.0.1", port), timeout=30)
s.sendall(head.encode() + body)
return s
# ---------------------------------------------------------------- byte identity
@pytest.mark.parametrize("schedule", ["fair", "fifo", "share"])
def test_jobs_identical_to_the_release(fake_reference, stack, schedule):
items, ref = fake_reference
gw = stack.gateway(stack.triton(), "--schedule", schedule)
got = run_jobs(gw, items, ref, seed={"fair": 3, "fifo": 4, "share": 9}[schedule])
assert compare(items, got, ref, gw.records) == []
m = gw.metrics()
log = json.loads((ref / "log.json").read_text())
assert m["anuvani_diar_jobs_done_total"] == sum(1 for it in items if "error" not in log[it["sid"]])
assert m["anuvani_diar_triton_retries_total"] == 0 and m["anuvani_diar_spool_bytes"] == 0
def test_one_triton_per_gpu(fake_reference, stack):
"""Topology B: each GPU's model on its own Triton (`--triton url0,url1` in the order of `--gpus`)."""
items, ref = fake_reference
t0, t1 = stack.triton(models=("diar_nn_g0", "resample_cpu")), stack.triton(models=("diar_nn_g1", "resample_cpu"))
gw = stack.gateway(t0, "--triton", f"{t0.url},{t1.url}")
got = run_jobs(gw, items, ref, seed=8)
assert compare(items, got, ref, gw.records) == []
assert t0.calls["diar_nn_g0"] > 0 and t1.calls["diar_nn_g1"] > 0
bad = stack.gateway(t0, "--triton", f"{t0.url},{t1.url},{t1.url}", wait=False)
assert bad.proc.wait(30) != 0 and "one URL, or one per GPU" in bad.log.read_text()
def test_many_clients_at_once(fake_reference, stack):
"""64 client threads, every item three times (uploads repeat, so some answers come from the result cache)."""
items, ref = fake_reference
gw = stack.gateway(stack.triton())
for rep in range(3):
got = run_jobs(gw, items, ref, uploads=12, seed=10 + rep, threads=64)
assert compare(items, got, ref, gw.records) == []
assert gw.metrics()["anuvani_diar_cache_hits_total"] >= 12
@pytest.mark.parametrize("schedule", ["fair", "share"])
def test_schedules_share_the_devices_as_documented(fake_reference, stack, schedule):
"""One device slot; a long file runs, then a shorter file (at least 4 blocks) arrives. Fair serves the newcomer's
blocks first (the long file stands still until it is done); share interleaves them (the long file keeps
advancing)."""
items, ref = fake_reference
blocks = {it["sid"]: -(-np.load(ref / f"{it['sid']}.npz")["P"].shape[0] // 8) for it in ok_items(items, ref)}
long_it = longest(ok_items(items, ref), ref, 1)[0]
short_it = min((it for it in ok_items(items, ref) if blocks[it["sid"]] >= 4), key=lambda it: blocks[it["sid"]])
m = blocks[short_it["sid"]]
assert blocks[long_it["sid"]] >= 2 * m + 4, (blocks[long_it["sid"]], m)
tri = stack.triton(delay=0.05)
gw = stack.gateway(tri, "--schedule", schedule, "--gpus", "0", "--slots-per-gpu", "1")
c = gw.client()
long_job = c.submit(long_it["path"], uri=long_it["sid"], server_path=True)
wait_for(lambda: c.status(long_job)["blocks_done"] >= m + 2, timeout=120)
short_job = c.submit(short_it["path"], uri=short_it["sid"], server_path=True)
wait_for(lambda: c.status(short_job)["blocks_done"] >= 1, timeout=60)
before = c.status(long_job)["blocks_done"]
s = c.wait(short_job, poll=0.02)
advanced = c.status(long_job)["blocks_done"] - before
assert s["status"] == "done" and s["blocks"] == m
if schedule == "fair":
# at most the block already running
assert advanced <= 1, advanced
else:
# about one long block per short block
assert advanced >= m - 3, (advanced, m)
c.cancel(long_job)
# ---------------------------------------------------------------- Triton going away
def test_jobs_survive_a_triton_restart(fake_reference, stack):
"""Triton killed mid-run (open connections cut), down 2 s, models loading 2 s more: every job still finishes
with identical bytes, the requests in flight having been sent again."""
items, ref = fake_reference
tri = stack.triton(delay=0.03)
gw = stack.gateway(tri)
restart = tri.restart_in_background(after_s=1.5, down_s=2.0, loading_s=2.0)
got = run_jobs(gw, items, ref, seed=5)
restart.join()
assert compare(items, got, ref, gw.records) == []
assert gw.metrics()["anuvani_diar_triton_retries_total"] > 0
def test_jobs_survive_a_gateway_restart(fake_reference, stack, tmp_path):
"""The gateway killed mid-run and started again on the same port: the client backs off while it is down, finds
its jobs gone, submits them again, and every result is still identical."""
import threading
items, ref = fake_reference
tri = stack.triton(delay=0.03)
gw = stack.gateway(tri)
spool, port = gw.spool, gw.port
def crash_and_restart():
time.sleep(1.5)
gw.proc.kill()
gw.proc.wait()
time.sleep(1.0)
restarted.append(stack.gateway(tri, spool=spool, port=port))
restarted = []
th = threading.Thread(target=crash_and_restart)
th.start()
got = run_jobs(gw, items, ref, seed=6)
th.join()
new = restarted[0]
# records of jobs that finished before the crash are in the first gateway's folder, the rest in the new one's
for f in gw.records.glob("*"):
if not (new.records / f.name).exists():
(new.records / f.name).write_bytes(f.read_bytes())
assert compare(items, got, ref, new.records) == []
assert new.metrics()["anuvani_diar_jobs_submitted_total"] > 0
def test_a_job_keeps_its_id_after_the_gateway_restarts(fake_reference, stack):
"""After a resubmission the caller's original job id keeps working: wait, result (twice), status, cancel.
Client.ready answers at once (no retries) while the gateway is down."""
items, ref = fake_reference
tri = stack.triton(delay=0.05)
gw = stack.gateway(tri)
c = gw.client(retries=200)
it = longest(ok_items(items, ref), ref, 1)[0]
job = c.submit(it["path"], uri=it["sid"], server_path=True)
wait_for(lambda: c.status(job)["blocks_done"] > 0, timeout=60)
gw.proc.kill()
gw.proc.wait()
t0 = time.monotonic()
assert c.ready() is False and time.monotonic() - t0 < 5
new = stack.gateway(tri, spool=gw.spool, port=gw.port)
assert c.wait(job, poll=0.05)["status"] == "done"
for _ in range(2):
r = c.result(job)
assert r.ok and r.rttm.encode() == (ref / f"{it['sid']}.rttm").read_bytes()
assert c.status(job)["status"] == "done" and c.cancel(job)["cancelling"] is False
assert c.ready() is True and new.metrics()["anuvani_diar_jobs_submitted_total"] == 1
def test_ready_follows_triton(stack):
tri = stack.triton()
gw = stack.gateway(tri)
assert call(gw.url + "/ready")[0] == 200
tri.stop()
wait_for(lambda: call(gw.url + "/ready")[0] == 503, timeout=10)
code, body, _ = call(gw.url + "/ready")
# names the model, not the address
assert b"diar_nn_g0" in body and b"127.0.0.1" not in body
tri.start()
wait_for(lambda: call(gw.url + "/ready")[0] == 200, timeout=10)
def test_jobs_fail_cleanly_when_triton_stays_away(fake_reference, stack):
items, ref = fake_reference
tri = stack.triton(delay=0.05)
gw = stack.gateway(tri, "--triton-retry-s", "2")
c = gw.client()
jobs = [c.submit(it["path"], uri=it["sid"], server_path=True) for it in longest(ok_items(items, ref), ref, 4)]
wait_for(lambda: tri.calls["diar_nn_g0"] + tri.calls["diar_nn_g1"] > 0, timeout=30)
tri.stop()
t0 = time.monotonic()
final = [c.wait(j, poll=0.1) for j in jobs]
assert time.monotonic() - t0 < 60
for s in final:
assert s["status"] == "failed" and "still away after 2 s" in s["error"], s
assert gw.metrics()["anuvani_diar_jobs_failed_total"] == len(jobs)
def test_model_errors_are_final(fake_reference, stack):
"""An error the model returns while it is ready (bad input, out of memory) fails the file at once, no retry."""
items, ref = fake_reference
tri = stack.triton()
for m in ("diar_nn_g0", "diar_nn_g1"):
tri.fail(m, OOM)
gw = stack.gateway(tri)
c = gw.client()
for it in ok_items(items, ref, 3):
s = c.wait(c.submit(it["path"], uri=it["sid"], server_path=True), poll=0.05)
assert s["status"] == "failed" and s["error"].endswith(f"(HTTP 500 Internal Server Error): {OOM}"), s
assert gw.metrics()["anuvani_diar_triton_retries_total"] == 0
def test_a_dead_model_process_is_retried(fake_reference, stack):
"""Triton's Python backend answers "Stub process ... is not healthy" for a model whose process died, then starts
a new one: such requests are sent again, and the bytes are unchanged."""
items, ref = fake_reference
tri = stack.triton()
tri.fail("diar_nn_g0", "Failed to process the request(s) for model instance 'diar_nn_g0_0_0', message: "
"Stub process 'diar_nn_g0_0_0' is not healthy.", times=3)
gw = stack.gateway(tri, "--gpus", "0")
sub = ok_items(items, ref, 4)
got = run_jobs(gw, sub, ref, uploads=0)
assert compare(sub, got, ref, gw.records) == []
assert gw.metrics()["anuvani_diar_triton_retries_total"] == 3
# ---------------------------------------------------------------- admission and uploads
def test_job_queue_limit(fake_reference, stack):
items, ref = fake_reference
tri = stack.triton(delay=0.3)
gw = stack.gateway(tri, "--max-jobs", "2")
c = gw.client(retries=0)
a, b = (c.submit(it["path"], uri=it["sid"], server_path=True) for it in longest(ok_items(items, ref), ref, 2))
body = json.dumps({"path": items[0]["path"]}).encode()
code, out, headers = call(gw.url + "/v1/jobs", "POST", body, {"Content-Type": "application/json"})
assert code == 429 and headers.get("Retry-After") == "5" and b"queue is full" in out
assert gw.metrics()["anuvani_diar_jobs_rejected_total"] == 1
c.cancel(a), c.cancel(b)
assert c.wait(a)["status"] == "cancelled" and c.wait(b)["status"] == "cancelled"
assert call(gw.url + "/v1/jobs", "POST", body, {"Content-Type": "application/json"})[0] == 202
def test_client_backs_off_when_the_queue_is_full(fake_reference, stack):
items, ref = fake_reference
gw = stack.gateway(stack.triton(), "--max-jobs", "2")
sub = ok_items(items, ref, 6)
got = run_jobs(gw, sub, ref, uploads=2, threads=6)
assert compare(sub, got, ref, gw.records) == []
assert gw.metrics()["anuvani_diar_jobs_rejected_total"] > 0
def test_upload_size_limit(stack, tmp_path):
gw = stack.gateway(stack.triton(), "--max-upload-mb", "1")
code, out, _ = call(gw.url + "/v1/jobs?name=big.wav", "POST", os.urandom(2 * 1024 * 1024),
{"Content-Type": "application/octet-stream"})
assert code == 413 and b"larger than 1 MB" in out
assert [p.name for p in gw.spool.iterdir()] == [] and gw.metrics()["anuvani_diar_spool_bytes"] == 0
def test_stalled_upload_and_upload_limit(stack):
gw = stack.gateway(stack.triton(), "--max-uploads", "1", "--upload-idle-s", "1")
s = raw_request(gw.port, "POST /v1/jobs?name=slow.wav HTTP/1.1\r\nHost: x\r\nContent-Type: application/octet-stream\r\n"
"Content-Length: 1000000\r\n\r\n", b"RIFF" + b"\0" * 60)
wait_for(lambda: gw.metrics()["anuvani_diar_uploads_in_progress"] == 1, timeout=10)
code, out, _ = call(gw.url + "/v1/jobs?name=b.wav", "POST", b"x" * 10, {"Content-Type": "application/octet-stream"})
assert code == 429 and b"too many uploads" in out
reply = s.recv(4096)
s.close()
assert reply.startswith(b"HTTP/1.1 408") and b"upload stalled" in reply
wait_for(lambda: gw.metrics()["anuvani_diar_uploads_in_progress"] == 0, timeout=10)
assert [p.name for p in gw.spool.iterdir()] == []
def test_a_low_sample_rate_cannot_resample_past_the_limit(stack, tmp_path):
"""600,000 samples declared at 1 Hz: 2.4 MB uploaded, 38.4 GB at 16 kHz, refused before anything is resampled."""
import io
import soundfile as sf
tri = stack.triton()
gw = stack.gateway(tri)
buf = io.BytesIO()
sf.write(buf, np.full(600000, 0.1, np.float32), 1, subtype="FLOAT", format="WAV")
code, out, _ = call(gw.url + "/v1/diarize?name=low.wav", "POST", buf.getvalue(), {"Content-Type": "application/octet-stream"})
assert code == 422 and json.loads(out)["error"] == ("RefusedError: audio of 38400000000 bytes (resampled to 16 kHz) is "
"larger than this engine's limit of 8589934592 bytes")
assert tri.calls["resample_cpu"] == 0
def test_client_does_not_follow_redirects():
"""A redirect would carry the token to another host; the client stops at it."""
import threading
from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
from anuvani_diar.client import Client, GatewayError
seen = []
class Sink(BaseHTTPRequestHandler):
def do_GET(self):
seen.append(self.headers.get("Authorization"))
self.send_response(200)
self.send_header("Content-Length", "2")
self.end_headers()
self.wfile.write(b"{}")
def log_message(self, *a):
pass
sink = ThreadingHTTPServer(("127.0.0.1", 0), Sink)
class Redirect(BaseHTTPRequestHandler):
def do_GET(self):
self.send_response(302)
self.send_header("Location", f"http://127.0.0.1:{sink.server_address[1]}/steal")
self.send_header("Content-Length", "0")
self.end_headers()
def log_message(self, *a):
pass
red = ThreadingHTTPServer(("127.0.0.1", 0), Redirect)
for srv in (sink, red):
threading.Thread(target=srv.serve_forever, daemon=True).start()
try:
c = Client(f"http://127.0.0.1:{red.server_address[1]}", token="s3cret", retries=0)
with pytest.raises(GatewayError, match="HTTP 302"):
c.status("abc")
assert seen == []
finally:
sink.shutdown()
red.shutdown()
def test_upload_names_are_checked(stack):
gw = stack.gateway(stack.triton())
for q, msg in ((dict(name="../a.wav"), b"plain file name"), (dict(name="a.wav", uri="a b"), b"uri:"),
(dict(name="a.wav", uri="x" * 201), b"uri:"), (dict(name="a.wav", uri="a/b"), b"uri:")):
code, out, _ = call(gw.url + "/v1/jobs?" + urllib.parse.urlencode(q), "POST", b"x", {"Content-Type": "application/octet-stream"})
assert code == 400 and msg in out, (q, out)
# ---------------------------------------------------------------- path jobs and the token
def test_path_jobs_stay_under_the_allowed_root(fake_reference, stack, tmp_path):
items, ref = fake_reference
it = ok_items(items, ref, 1)[0]
root = tmp_path / "allowed"
root.mkdir()
inside = root / "a.flac"
inside.write_bytes(Path(it["path"]).read_bytes())
(root / "escape.flac").symlink_to(it["path"])
(root / "sub").mkdir()
gw = stack.gateway(stack.triton(), root=root)
def post(path, **kw):
return call(gw.url + "/v1/jobs", "POST", json.dumps({"path": path, **kw}).encode(), {"Content-Type": "application/json"})
assert post(str(inside))[0] == 202
for p in (it["path"], str(root / "escape.flac"), str(root / "sub"), str(root / "missing.flac"), "a.flac",
str(root / ".." / "allowed" / ".." / Path(it["path"]).name)):
code, out, _ = post(p)
assert code == 403 and b"not a readable regular file under the allowed root" in out, p
assert post(str(inside), uri="a b")[0] == 400
assert call(gw.url + "/v1/jobs", "POST", b"{not json", {"Content-Type": "application/json"})[0] == 400
closed = stack.gateway(stack.triton(), root=None)
code, out, _ = call(closed.url + "/v1/jobs", "POST", json.dumps({"path": str(inside)}).encode(),
{"Content-Type": "application/json"})
assert code == 403 and b"path jobs are disabled" in out
def test_token(fake_reference, stack):
items, ref = fake_reference
gw = stack.gateway(stack.triton(), token="s3cret")
assert call(gw.url + "/health")[0] == 200
for h in ({}, {"Authorization": "Bearer wrong"}, {"Authorization": "s3cret"}, {"Authorization": "Bearer s3cre"},
{"Authorization": "Bearer s3cret2"}):
for path in ("/ready", "/metrics", "/v1/jobs/0"):
assert call(gw.url + path, headers=h)[0] == 401, (h, path)
assert call(gw.url + "/ready", headers={"Authorization": "Bearer s3cret"})[0] == 200
sub = ok_items(items, ref, 2)
from anuvani_diar import Client
c = Client(gw.url, token="s3cret")
got = {it["sid"]: c.wait(c.submit(it["path"], uri=it["sid"]), poll=0.05) for it in sub}
assert compare(sub, got, ref, gw.records) == []
# ---------------------------------------------------------------- job life cycle
def test_cancel(fake_reference, stack):
items, ref = fake_reference
tri = stack.triton(delay=0.2)
gw = stack.gateway(tri)
c = gw.client()
it = longest(ok_items(items, ref), ref, 1)[0]
# an upload: its spool file goes too
job = c.submit(it["path"], uri=it["sid"])
wait_for(lambda: c.status(job)["blocks_done"] > 0, timeout=30)
assert c.cancel(job) == {"job": job, "cancelling": True}
s = c.wait(job, poll=0.05)
assert s["status"] == "cancelled" and s["error"] == "cancelled"
# the rest was never sent
assert tri.calls["diar_nn_g0"] + tri.calls["diar_nn_g1"] < 2 * s["blocks"]
assert c.cancel(job) == {"job": job, "cancelling": False}
m = gw.metrics()
assert m["anuvani_diar_jobs_cancelled_total"] == 1 and m["anuvani_diar_spool_bytes"] == 0
assert [p.name for p in gw.spool.iterdir()] == []
def test_lookups(stack, fake_reference):
items, ref = fake_reference
tri = stack.triton(delay=0.2)
gw = stack.gateway(tri)
assert call(gw.url + "/v1/jobs/feedbeef")[0] == 404
assert call(gw.url + "/v1/jobs/feedbeef", "DELETE")[0] == 404
assert call(gw.url + "/v1/jobs/feedbeef/rttm")[0] == 404
c = gw.client()
it = longest(ok_items(items, ref), ref, 1)[0]
job = c.submit(it["path"], uri=it["sid"], server_path=True)
# 128 random bits
assert len(job) == 32 and int(job, 16) >= 0
code, out, _ = call(gw.url + f"/v1/jobs/{job}/rttm")
assert code == 409 and b"job is" in out
c.wait(job, poll=0.05)
# one model: no per-mode routes
assert call(gw.url + f"/v1/jobs/{job}/rttm/public")[0] == 404
code, out, headers = call(gw.url + f"/v1/jobs/{job}/rttm")
assert code == 200 and out == (ref / f"{it['sid']}.rttm").read_bytes()
assert headers["content-type"].startswith("text/plain")
def test_synchronous_call(fake_reference, stack):
items, ref = fake_reference
gw = stack.gateway(stack.triton())
for it in ok_items(items, ref, 3):
q = urllib.parse.urlencode(dict(name=Path(it["path"]).name, uri=it["sid"]))
code, out, headers = call(gw.url + "/v1/diarize?" + q, "POST", Path(it["path"]).read_bytes(),
{"Content-Type": "application/octet-stream"})
assert code == 200 and out == (ref / f"{it['sid']}.rttm").read_bytes() and len(headers["x-job"]) == 32
code, out, _ = call(gw.url + "/v1/diarize?name=bad.wav", "POST", b"not audio at all")
assert code == 422 and json.loads(out)["error"].startswith("LibsndfileError: Error opening 'bad.wav'")
def test_synchronous_call_cancelled_when_the_client_leaves(fake_reference, stack):
items, ref = fake_reference
tri = stack.triton(delay=0.2)
gw = stack.gateway(tri)
it = longest(ok_items(items, ref), ref, 1)[0]
data = Path(it["path"]).read_bytes()
s = raw_request(gw.port, f"POST /v1/diarize?name=a.flac HTTP/1.1\r\nHost: x\r\nContent-Type: application/octet-stream\r\n"
f"Content-Length: {len(data)}\r\n\r\n", data)
wait_for(lambda: gw.metrics()["anuvani_diar_jobs_running"] == 1, timeout=30)
s.close()
wait_for(lambda: gw.metrics()["anuvani_diar_jobs_cancelled_total"] == 1, timeout=60)
wait_for(lambda: gw.metrics()["anuvani_diar_spool_bytes"] == 0, timeout=10)
def test_result_cache(fake_reference, stack):
items, ref = fake_reference
tri = stack.triton()
gw = stack.gateway(tri)
c = gw.client()
it = ok_items(items, ref, 1)[0]
first = c.wait(c.submit(it["path"], uri=it["sid"]), poll=0.05)
calls = sum(tri.calls.values())
again = c.wait(c.submit(it["path"], uri=it["sid"]), poll=0.05)
assert gw.metrics()["anuvani_diar_cache_hits_total"] == 1 and sum(tri.calls.values()) == calls
assert again["rttm"] == first["rttm"]
# another uri is another result
other = c.wait(c.submit(it["path"], uri="other_name"), poll=0.05)
assert gw.metrics()["anuvani_diar_cache_hits_total"] == 1 and sum(tri.calls.values()) > calls
assert other["rttm"] == first["rttm"].replace(f" {it['sid']} ", " other_name ")
def test_metrics_text(stack):
gw = stack.gateway(stack.triton())
code, body, headers = call(gw.url + "/metrics")
assert code == 200 and headers["content-type"].startswith("text/plain; version=0.0.4")
lines = body.decode().splitlines()
names = [line.split()[0] for line in lines if line[0] != "#"]
assert all(f"# TYPE {n} " in body.decode() for n in names) and len(names) == len(set(names)) == 13
assert all(n.startswith("anuvani_diar_") for n in names)
# ---------------------------------------------------------------- spool and shutdown
def test_spool_must_be_private(stack, tmp_path):
tri = stack.triton()
spool = tmp_path / "shared"
spool.mkdir()
os.chmod(spool, 0o775)
gw = stack.gateway(tri, spool=spool, wait=False)
assert gw.proc.wait(30) != 0 and "mode 0700" in gw.log.read_text()
os.chmod(spool, 0o700)
(spool / "spool-1-2-abc.wav").write_bytes(b"left over")
(spool / "keep.txt").write_text("not ours")
stack.gateway(tri, spool=spool)
assert sorted(p.name for p in spool.iterdir()) == ["keep.txt"]
def test_sigterm_stops_and_cleans_the_spool(fake_reference, stack):
items, ref = fake_reference
tri = stack.triton(delay=0.2)
gw = stack.gateway(tri)
c = gw.client()
it = longest(ok_items(items, ref), ref, 1)[0]
job = c.submit(it["path"], uri=it["sid"])
wait_for(lambda: c.status(job)["blocks_done"] > 0, timeout=30)
gw.proc.send_signal(signal.SIGTERM)
assert gw.proc.wait(60) == 0
assert [p.name for p in gw.spool.iterdir()] == []
def test_seeded_random_requests_never_break_the_gateway(stack, tmp_path):
"""2,000 seeded random requests (methods, paths, query strings, headers, bodies: bytes, JSON, broken JSON,
paths that do and do not exist): never a 5xx except 503/507, the gateway stays up, and the spool ends empty."""
import http.client
import random as rnd
tri = stack.triton()
gw = stack.gateway(tri, "--max-upload-mb", "1", root=tmp_path)
(tmp_path / "a.wav").write_bytes(b"RIFF" + os.urandom(100))
rng = rnd.Random(20261008)
alphabet = "abc/._-%?&=+ \t\"'\\\x00\x7féक\U0001F600"
def junk(n):
return "".join(rng.choice(alphabet) for _ in range(rng.randint(0, n)))
paths = ["/v1/jobs", "/v1/jobs/{}", "/v1/jobs/{}/rttm/{}", "/v1/diarize", "/health", "/ready", "/metrics", "/{}", "/v1/{}/{}"]
seen = set()
for _ in range(2000):
method = rng.choice(["GET", "POST", "DELETE", "PUT", "PATCH", "HEAD"])
path = rng.choice(paths).format(*(urllib.parse.quote(junk(30), safe="") for _ in range(2)))
q = urllib.parse.urlencode({k: junk(40) for k in rng.sample(["name", "uri", "y", "x"], rng.randint(0, 4))})
if rng.random() < 0.05:
# over-long names and uris
q += "&name=" + "x" * 300
kind = rng.randint(0, 4)
if kind == 0:
body, ctype = b"", None
elif kind == 1:
body, ctype = os.urandom(rng.randint(1, 65536)), "application/octet-stream"
elif kind == 2:
body, ctype = json.dumps({"path": rng.choice([str(tmp_path / "a.wav"), "/etc/passwd", junk(50), str(tmp_path)]),
"uri": junk(20)}).encode(), "application/json"
elif kind == 3:
body, ctype = junk(200).encode("utf-8", "surrogatepass"), "application/json"
else:
body, ctype = os.urandom(rng.randint(1, 4096)), rng.choice(["text/plain", junk(20), "application/json; x"])
headers = {"Content-Length": str(len(body))}
if ctype is not None:
headers["Content-Type"] = ctype.encode("latin-1", "replace").decode("latin-1")
if rng.random() < 0.2:
headers["Authorization"] = "Bearer " + junk(20).encode("latin-1", "replace").decode("latin-1")
c = http.client.HTTPConnection("127.0.0.1", gw.port, timeout=30)
try:
c.request(method, path + ("?" + q if q else ""), body=body, headers=headers)
status = c.getresponse().status
except (http.client.HTTPException, OSError):
# the server may refuse malformed requests
status = None
finally:
c.close()
seen.add(status)
assert status is None or status < 500 or status in (503, 507), (method, path, q, status)
assert gw.proc.poll() is None and call(gw.url + "/health")[0] == 200
wait_for(lambda: gw.metrics()["anuvani_diar_jobs_queued"] + gw.metrics()["anuvani_diar_jobs_running"] == 0, timeout=120)
assert gw.metrics()["anuvani_diar_spool_bytes"] == 0 and [p.name for p in gw.spool.iterdir()] == []
assert {200, 202, 400, 404}.issubset(seen)
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