mirror of
https://github.com/ggml-org/llama.cpp.git
synced 2026-09-06 21:11:11 +02:00
add tests
This commit is contained in:
committed by
Xuan-Son Nguyen
parent
3bf32c0a9b
commit
07491664e2
@@ -424,6 +424,7 @@ server_models::server_models(
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LOG_WRN("using original argv[0] as fallback: %s\n", argv[0]);
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}
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load_models();
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debug_fake_timing = !common_get_env("LLAMA_DEBUG_FAKE_TIMING").empty();
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}
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server_models::~server_models() = default;
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@@ -924,6 +925,11 @@ void server_models::load(const std::string & name) {
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}
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void server_models::load(const std::string & name, const load_options & opts) {
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if (debug_fake_timing) {
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// do not hold the mutex here, other requests must keep making progress
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std::this_thread::sleep_for(std::chrono::seconds(2));
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}
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if (!opts.custom_meta.has_value()) {
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if (!has_model(name)) {
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throw std::runtime_error("model name=" + name + " is not found");
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@@ -1426,7 +1432,7 @@ bool server_models::ensure_model_ready(const std::string & name, const std::func
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continue;
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}
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cv.wait_for(lk, std::chrono::milliseconds(500));
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cv.wait_for(lk, std::chrono::milliseconds(200));
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}
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} catch (...) {
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leave_queue();
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@@ -1452,6 +1458,10 @@ server_http_res_ptr server_models::proxy_request(const server_http_req & req, co
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}
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mapping[name].req_count++;
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}
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if (debug_fake_timing) {
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// sleep after req_count++, so the model counts as busy while we wait here
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std::this_thread::sleep_for(std::chrono::seconds(2));
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}
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SRV_INF("proxying request to model %s on port %d\n", name.c_str(), meta->port);
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std::string proxy_path = req.path;
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if (!req.query_string.empty()) {
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@@ -200,6 +200,9 @@ private:
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// queue of requests waiting for a models_max slot
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std::unique_ptr<lru_sched> sched;
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// if true, add some delay to simulate works (useful for testing)
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bool debug_fake_timing = false;
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void update_meta(const std::string & name, const server_model_meta & meta);
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// unload least recently used models if the limit is reached
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@@ -145,6 +145,156 @@ def test_router_models_max_evicts_lru():
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assert _get_model_status(first) == "unloaded"
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# lru_sched tests (relying on LLAMA_DEBUG_FAKE_TIMING)
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MODEL_A = "ggml-org/tinygemma3-GGUF:Q8_0"
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MODEL_B = "ggml-org/test-model-stories260K:F32"
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MODEL_C = "ggml-org/test-model-stories260K-infill:F32"
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def _tokenize(model_id: str, timeout: float | None = DEFAULT_REQUEST_TIMEOUT) -> ServerResponse:
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return server.make_request(
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"POST", "/tokenize", data={"model": model_id, "content": "hello world"}, timeout=timeout
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)
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class _Bg:
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"""runs one request in a thread, keeps its result, error and finish time"""
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def __init__(self, fn):
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self.result = None
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self.error: Exception | None = None
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self.done_at: float = 0.0
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self._thread = threading.Thread(target=self._run, args=(fn,), daemon=True)
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def _run(self, fn):
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try:
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self.result = fn()
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except Exception as e:
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self.error = e
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self.done_at = time.time()
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def start(self):
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self._thread.start()
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return self
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def join(self, timeout: int = 180):
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self._thread.join(timeout)
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assert not self._thread.is_alive(), "background request did not finish in time"
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return self
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def assert_ok(self, what: str):
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assert self.error is None, f"{what} raised {self.error!r}"
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assert self.result is not None and self.result.status_code == 200, \
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f"{what} failed: {self.result.status_code if self.result else None} {self.result.body if self.result else None}"
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def test_router_queue_does_not_evict_busy_model():
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"""a request that finds no free slot waits, and the model serving a request survives it"""
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global server
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server.models_max = 1
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server.start()
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_load_model_and_wait(MODEL_A, timeout=120)
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busy = _Bg(lambda: _tokenize(MODEL_A)).start()
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time.sleep(0.5) # let the request reach the child and take the only slot
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# no slot free and MODEL_A is busy, so this queues instead of evicting mid-request
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queued = _Bg(lambda: _tokenize(MODEL_B)).start()
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busy.join()
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queued.join()
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# had MODEL_A been evicted while serving, its own request would have died
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busy.assert_ok("request against the busy model")
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queued.assert_ok("queued request")
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_wait_for_model_status(MODEL_B, {"loaded"}, timeout=120)
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assert _get_model_status(MODEL_A) == "unloaded"
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def test_router_queue_coalesces_requests_for_same_model():
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"""many requests for one missing model share a slot, so only one model is given up"""
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global server
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server.models_max = 2
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server.start()
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_load_model_and_wait(MODEL_A, timeout=120)
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_load_model_and_wait(MODEL_B, timeout=120)
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# keep MODEL_A busy so MODEL_B is the only model that can be given up
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busy = _Bg(lambda: _tokenize(MODEL_A)).start()
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time.sleep(0.5)
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waiters = [_Bg(lambda: _tokenize(MODEL_C)).start() for _ in range(3)]
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busy.join()
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for w in waiters:
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w.join()
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busy.assert_ok("request against the busy model")
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for i, w in enumerate(waiters):
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w.assert_ok(f"queued request {i}")
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_wait_for_model_status(MODEL_C, {"loaded"}, timeout=120)
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# one entry for 3 requests means one eviction: MODEL_B goes, MODEL_A is left alone.
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# without coalescing the leftover entries still ask for a slot,
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# and MODEL_A is taken too as soon as it goes idle
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assert _get_model_status(MODEL_A) == "loaded"
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assert _get_model_status(MODEL_B) == "unloaded"
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def test_router_queue_client_disconnect_keeps_model():
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"""a client that leaves while queued must not cost a running model its slot"""
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global server
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server.models_max = 1
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server.start()
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_load_model_and_wait(MODEL_A, timeout=120)
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busy = _Bg(lambda: _tokenize(MODEL_A)).start()
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time.sleep(0.5)
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# queues behind MODEL_A, then gives up long before MODEL_A goes idle
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with pytest.raises(requests.exceptions.RequestException):
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_tokenize(MODEL_B, timeout=1)
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busy.join()
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busy.assert_ok("request against the busy model")
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# nobody is waiting anymore, so MODEL_A keeps its slot
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time.sleep(3)
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assert _get_model_status(MODEL_A) == "loaded"
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assert _get_model_status(MODEL_B) == "unloaded"
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def test_router_queue_is_fifo():
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"""the queue is served in arrival order"""
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global server
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server.models_max = 1
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server.start()
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_load_model_and_wait(MODEL_A, timeout=120)
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busy = _Bg(lambda: _tokenize(MODEL_A)).start()
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time.sleep(0.5)
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first = _Bg(lambda: _tokenize(MODEL_B)).start()
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time.sleep(1) # keep the arrival order unambiguous
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second = _Bg(lambda: _tokenize(MODEL_C)).start()
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busy.join()
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first.join()
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second.join()
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busy.assert_ok("request against the busy model")
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first.assert_ok("first queued request")
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second.assert_ok("second queued request")
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assert first.done_at < second.done_at, "queue was not served in arrival order"
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def test_router_no_models_autoload():
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global server
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server.no_models_autoload = True
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@@ -132,7 +132,10 @@ class ServerProcess:
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self.external_server = "DEBUG_EXTERNAL" in os.environ
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def start(self, timeout_seconds: int = DEFAULT_HTTP_TIMEOUT) -> None:
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env = {**os.environ}
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env = {
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**os.environ,
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"LLAMA_DEBUG_FAKE_TIMING": "1",
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}
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if "LLAMA_CACHE" not in os.environ:
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env["LLAMA_CACHE"] = "tmp"
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if self.external_server:
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