mirror of
https://github.com/tinygrad/tinygrad.git
synced 2026-08-31 00:06:08 +00:00
llm: report interrupted stream statistics
This commit is contained in:
@@ -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
@@ -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()
|
||||
|
||||
@@ -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
|
||||
|
||||
Reference in New Issue
Block a user