llm: report interrupted stream statistics

This commit is contained in:
2026-08-02 15:12:29 +00:00
parent ce071d7f0e
commit 756a936be2
3 changed files with 63 additions and 31 deletions
+22
View File
@@ -109,6 +109,28 @@ class TestLLMServer(unittest.TestCase):
self.assertGreater(len(contents), 0)
def test_interrupted_stream_logs_tokens(self):
with patch.object(self.mock_model, "generate", side_effect=lambda ids, **kwargs: iter([300, 301, 999])), \
patch("tinygrad.llm.serve.stderr_log") as log, patch("tinygrad.llm.serve.colored", side_effect=lambda text, color: text) as color:
stream = self.server.RequestHandlerClass.run_model(Mock(server=self.server), [200, 201, 202], "test")
next(stream)
next(stream)
stream.close()
interrupt = log.call_args.args[0]
self.assertFalse(interrupt.startswith("\n"))
self.assertTrue(interrupt.endswith("\n"))
self.assertIn("gen:", interrupt)
self.assertIn("out: 1", interrupt)
self.assertTrue(any(args[0].startswith("total:") and args[1] == "red" for args, _ in color.call_args_list))
def test_stream_disconnect_closes_source(self):
from tinygrad.viz.serve import HTTPRequestHandler
source, handler = Mock(), Mock()
source.__iter__ = Mock(return_value=iter([{}]))
handler.wfile.write.side_effect = BrokenPipeError
HTTPRequestHandler.stream_json(handler, source)
source.close.assert_called_once()
def test_non_streaming(self):
resp = self.client.chat.completions.create(
model="test-model",
+40 -30
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@@ -74,40 +74,50 @@ class Handler(HTTPRequestHandler):
stderr_log(f"in:{colored(f'{cache_start_pos:5d}', 'green')} +{len(ids)-cache_start_pos:5d} {colored('--', 'BLACK')} ")
tmpl = {"id":f"chatcmpl-{uuid.uuid4().hex[:24]}", "object":"chat.completion.chunk", "created":int(time.time()), "model":model_name}
def chunk(d:dict): return {"choices": [{"index":0, "delta":d, "finish_reason":None}], **tmpl}
yield chunk({"role":"assistant", "content":""})
out: list[int] = []
finish_reason = "stop"
st = time.perf_counter()
st = pt = time.perf_counter()
dec = tok.stream_decoder()
router = StreamRouter(reasoning)
for next_id in model.generate(ids, temperature=temperature):
if len(out) == 0: stderr_log(f"prefill:{(prompt_tokens-cache_start_pos)/((pt:=time.perf_counter())-st):4.0f} tok/s {colored('--', 'BLACK')} ")
if tok.is_end(next_id): break
out.append(next_id)
for field, delta in router.route(dec(next_id)): yield chunk({field:delta})
if max_tokens is not None and len(out) >= max_tokens:
finish_reason = "length"
break
for field, delta in router.route(dec(), final=True): yield chunk({field:delta})
tool_calls: list[dict] = []
for m in re.finditer(r"<tool_call>\s*(.*?)\s*(?:</tool_call>|$)", router.buf, re.DOTALL):
if (parsed := parse_tool_call(m.group(1))) is None:
stderr_log(f"failed to parse tool call: {m.group(1)[:200]}")
yield chunk({"content":m.group(0)}) # don't silently drop output the client can't use
else:
name, args = parsed
tool_calls.append({"index":len(tool_calls), "id":f"call_{uuid.uuid4().hex[:24]}", "type":"function",
"function":{"name":name, "arguments":args if isinstance(args, str) else json.dumps(args)}})
if tool_calls:
yield chunk({"tool_calls":tool_calls})
if finish_reason == "stop": finish_reason = "tool_calls"
yield {"choices": [{"index":0, "delta":{},"finish_reason":finish_reason}], **tmpl}
if include_usage:
yield {"choices": [], "usage": {"prompt_tokens": prompt_tokens, "completion_tokens": len(out),
"total_tokens": prompt_tokens + len(out)}, **tmpl}
et = time.perf_counter()
stderr_log(f"gen:{len(out)/(et-pt) if len(out) > 1 else 0:4.0f} tok/s {colored('--', 'BLACK')} "
f"out:{len(out):5d} {colored('--', 'BLACK')} total:{et-st:6.2f}s\n")
def log_stats(interrupted:bool=False):
et = time.perf_counter()
total = f"total:{et-st:6.2f}s"
stderr_log(f"gen:{len(out)/(et-pt) if len(out) > 1 else 0:4.0f} tok/s {colored('--', 'BLACK')} "
f"out:{len(out):5d} {colored('--', 'BLACK')} {colored(total, 'red') if interrupted else total}\n")
completed = False
try:
yield chunk({"role":"assistant", "content":""})
for next_id in model.generate(ids, temperature=temperature):
if len(out) == 0:
stderr_log(f"prefill:{(prompt_tokens-cache_start_pos)/((pt:=time.perf_counter())-st):4.0f} tok/s {colored('--', 'BLACK')} ")
if tok.is_end(next_id): break
out.append(next_id)
for field, delta in router.route(dec(next_id)): yield chunk({field:delta})
if max_tokens is not None and len(out) >= max_tokens:
finish_reason = "length"
break
for field, delta in router.route(dec(), final=True): yield chunk({field:delta})
tool_calls: list[dict] = []
for m in re.finditer(r"<tool_call>\s*(.*?)\s*(?:</tool_call>|$)", router.buf, re.DOTALL):
if (parsed := parse_tool_call(m.group(1))) is None:
stderr_log(f"failed to parse tool call: {m.group(1)[:200]}")
yield chunk({"content":m.group(0)}) # don't silently drop output the client can't use
else:
name, args = parsed
tool_calls.append({"index":len(tool_calls), "id":f"call_{uuid.uuid4().hex[:24]}", "type":"function",
"function":{"name":name, "arguments":args if isinstance(args, str) else json.dumps(args)}})
if tool_calls:
yield chunk({"tool_calls":tool_calls})
if finish_reason == "stop": finish_reason = "tool_calls"
completed = True
yield {"choices": [{"index":0, "delta":{},"finish_reason":finish_reason}], **tmpl}
if include_usage:
yield {"choices": [], "usage": {"prompt_tokens": prompt_tokens, "completion_tokens": len(out),
"total_tokens": prompt_tokens + len(out)}, **tmpl}
log_stats()
except GeneratorExit:
if not completed: log_stats(interrupted=True)
raise
def do_POST(self):
request_st = time.perf_counter()
+1 -1
View File
@@ -37,7 +37,7 @@ class HTTPRequestHandler(BaseHTTPRequestHandler):
self.wfile.flush()
self.wfile.write("data: [DONE]\n\n".encode("utf-8"))
# pass if client closed connection
except (BrokenPipeError, ConnectionResetError): return
except (BrokenPipeError, ConnectionResetError): source.close()
from tinygrad.uop.ops import TrackedGraphRewrite, RewriteTrace, UOp, Ops, GroupOp, srender, sint, sym_infer, range_str, range_start, multirange_str
from tinygrad.uop.ops import KernelInfo