From f79e2dbc2c995f34ccf1a67cb5d9d3bc7b18327e Mon Sep 17 00:00:00 2001 From: attafosu Date: Wed, 4 Mar 2026 11:35:41 -0800 Subject: [PATCH 01/23] Extend openaimsgspec to bridge sglang endpoint compatibility Signed-off-by: attafosu --- src/inference_endpoint/openai/types.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/inference_endpoint/openai/types.py b/src/inference_endpoint/openai/types.py index 3a5fdbc8..c42efe76 100644 --- a/src/inference_endpoint/openai/types.py +++ b/src/inference_endpoint/openai/types.py @@ -82,7 +82,7 @@ class ChatCompletionResponseMessage(msgspec.Struct, kw_only=True, omit_defaults= role: str content: str | None - refusal: str | None + refusal: str | None = None class ChatCompletionChoice(msgspec.Struct, kw_only=True, omit_defaults=True): # type: ignore[call-arg] @@ -109,5 +109,5 @@ class ChatCompletionResponse(msgspec.Struct, kw_only=True, omit_defaults=True): created: int model: str choices: list[ChatCompletionChoice] - usage: CompletionUsage | None - system_fingerprint: str | None + usage: CompletionUsage | None = None + system_fingerprint: str | None = None From d909fac8e9e39eeefa789f299de45c9e5115f3b0 Mon Sep 17 00:00:00 2001 From: attafosu Date: Thu, 5 Mar 2026 19:08:21 -0800 Subject: [PATCH 02/23] Add sglang-specific preset for llama3.1-8b Signed-off-by: attafosu Committer: attafosu --- .../predefined/cnndailymail/presets.py | 26 +++++++++++++++++++ .../dataset_manager/transforms.py | 19 +++++++++++++- 2 files changed, 44 insertions(+), 1 deletion(-) diff --git a/src/inference_endpoint/dataset_manager/predefined/cnndailymail/presets.py b/src/inference_endpoint/dataset_manager/predefined/cnndailymail/presets.py index 8faea0fc..4104734c 100644 --- a/src/inference_endpoint/dataset_manager/predefined/cnndailymail/presets.py +++ b/src/inference_endpoint/dataset_manager/predefined/cnndailymail/presets.py @@ -20,6 +20,7 @@ from inference_endpoint.dataset_manager.transforms import ( AddStaticColumns, + Harmonize, Transform, UserPromptFormatter, ) @@ -48,3 +49,28 @@ def llama3_8b( ), AddStaticColumns(chat_template), ] + + +def llama3_8b_sglang( + stream: bool = True, + max_new_tokens: int = 128, + temperature: float = 0.0, + top_p: float = 1.0, + top_k: int = 1, + tokenizer_name: str = "meta-llama/Llama-3.1-8B-Instruct", +) -> list[Transform]: + return [ + # Step 1: Format the prompt from "article" + UserPromptFormatter( + user_prompt_format=f"Summarize the following news article in {max_new_tokens} tokens. Please output the summary only, without any other text.\n\nArticle:\n{{article}}\n\nSummary:", + output_column="prompt", + ), + # Step 2: Tokenize the raw prompt via Harmonize in plain mode. + Harmonize( + tokenizer_name=tokenizer_name, + prompt_column="prompt", + tokenized_column="input_tokens", + harmonized_column=None, + mode="plain", + ), + ] diff --git a/src/inference_endpoint/dataset_manager/transforms.py b/src/inference_endpoint/dataset_manager/transforms.py index cb847f88..cc4c181f 100644 --- a/src/inference_endpoint/dataset_manager/transforms.py +++ b/src/inference_endpoint/dataset_manager/transforms.py @@ -133,6 +133,7 @@ def __init__( prompt_column: str = "prompt", tokenized_column: str = "input_tokens", harmonized_column: str | None = "harmonized_prompt", + mode: str = "harmony", ): """Initialize the Harmonize transform. @@ -145,10 +146,14 @@ def __init__( tokenized_column: The name of the column containing the tokenized prompt. harmonized_column: The name of the column containing the harmonized prompt. If None, the harmonized prompt will not be stored as text. + mode: "harmony" to render a Harmony conversation; "plain" to tokenize the raw prompt. """ self.prompt_column = prompt_column self.tokenized_column = tokenized_column self.harmonized_column = harmonized_column + self.mode = mode + if self.mode not in {"harmony", "plain"}: + raise ValueError(f"Invalid harmonize mode: {self.mode}") self.harmonizer = Harmonizer( tokenizer_name=tokenizer_name, encoding_name=encoding_name, @@ -171,7 +176,19 @@ def process_row(self, row: dict[str, Any]) -> dict[str, Any]: Returns: Row dictionary with the harmonized prompt added """ - row[self.tokenized_column] = self.harmonizer(row[self.prompt_column]) + # Guard pre-tokenized rows: the SGLang adapter adds a default Harmonize + # (GPT-OSS tokenizer + harmony mode). When row processors are fused, the + # dataframe-level skip is bypassed, so without this guard, adapter + # Harmonize would overwrite input tokens. Alternative: remove Harmonize + # from the adapter transforms and require each SGLang preset to add its + # own Harmonize with the desired tokenizer/args. + if self.tokenized_column in row and row[self.tokenized_column] is not None: + return row + if self.mode == "plain": + tokens = self.harmonizer.to_tokens(row[self.prompt_column]) + row[self.tokenized_column] = tokens + else: + row[self.tokenized_column] = self.harmonizer(row[self.prompt_column]) if self.harmonized_column is not None: row[self.harmonized_column] = self.harmonizer.to_text( row[self.tokenized_column] From ccac968ec60516dd127591a9a18a7ed526af8048 Mon Sep 17 00:00:00 2001 From: Viraat Chandra Date: Wed, 4 Mar 2026 14:29:03 -0800 Subject: [PATCH 03/23] fix tcp warmup (#153) --- src/inference_endpoint/commands/benchmark.py | 2 +- src/inference_endpoint/commands/probe.py | 2 +- src/inference_endpoint/config/schema.py | 3 ++- src/inference_endpoint/utils/benchmark_httpclient.py | 11 +++++++++-- tests/integration/commands/test_benchmark_command.py | 8 ++++---- tests/integration/endpoint_client/conftest.py | 4 ++-- .../endpoint_client/test_external_serving.py | 2 +- tests/integration/endpoint_client/test_http_client.py | 4 ++-- .../endpoint_client/test_sglang_adapter.py | 2 +- tests/integration/endpoint_client/test_worker.py | 8 ++++---- .../endpoint_client/test_worker_manager.py | 4 ++-- tests/integration/test_end_to_end_oracle.py | 2 +- tests/performance/conftest.py | 2 +- 13 files changed, 31 insertions(+), 23 deletions(-) diff --git a/src/inference_endpoint/commands/benchmark.py b/src/inference_endpoint/commands/benchmark.py index 908ed8e6..69b8a20b 100644 --- a/src/inference_endpoint/commands/benchmark.py +++ b/src/inference_endpoint/commands/benchmark.py @@ -325,7 +325,7 @@ def _build_config_from_cli( client=ClientSettings( workers=args.workers if args.workers else -1, log_level="DEBUG" if verbose_level >= 2 else "INFO", - warmup_connections=getattr(args, "warmup_connections", True), + warmup_connections=getattr(args, "warmup_connections", -1), max_connections=getattr(args, "max_connections", None) or -1, ), ), diff --git a/src/inference_endpoint/commands/probe.py b/src/inference_endpoint/commands/probe.py index ca4d16c7..99035b44 100644 --- a/src/inference_endpoint/commands/probe.py +++ b/src/inference_endpoint/commands/probe.py @@ -72,7 +72,7 @@ async def run_probe_command(args: argparse.Namespace) -> None: ], api_type=api_type, num_workers=1, - warmup_connections=False, + warmup_connections=0, ) # Client creates its own event loop in a separate thread client = HTTPEndpointClient(http_config, zmq_context=zmq_ctx) diff --git a/src/inference_endpoint/config/schema.py b/src/inference_endpoint/config/schema.py index 9a1ccb8d..96ca84c0 100644 --- a/src/inference_endpoint/config/schema.py +++ b/src/inference_endpoint/config/schema.py @@ -292,7 +292,8 @@ class ClientSettings(BaseModel): log_level: str = "INFO" # Pre-establish TCP connections during init for reuse at runtime. - warmup_connections: bool = True + # Values: -1 = auto (50% of pool), 0 = disabled, >0 = explicit total count + warmup_connections: int = -1 # Maximum concurrent TCP connections per worker. # -1 = unlimited (bound by system ephemeral port limit) diff --git a/src/inference_endpoint/utils/benchmark_httpclient.py b/src/inference_endpoint/utils/benchmark_httpclient.py index 0a0bae75..81e867da 100644 --- a/src/inference_endpoint/utils/benchmark_httpclient.py +++ b/src/inference_endpoint/utils/benchmark_httpclient.py @@ -37,6 +37,7 @@ import time from dataclasses import dataclass +from inference_endpoint.async_utils.transport.zmq.context import ManagedZMQContext from inference_endpoint.core.types import Query, QueryResult from inference_endpoint.endpoint_client.config import HTTPClientConfig from inference_endpoint.endpoint_client.cpu_affinity import compute_affinity_plan @@ -399,6 +400,7 @@ def _create_client( prompt: str, enable_affinity: bool, verbose: bool = True, + zmq_context: ManagedZMQContext | None = None, ) -> tuple: """Create an endpoint client and query data dict. @@ -422,7 +424,7 @@ def _create_client( endpoint_urls=[endpoint_url], num_workers=num_workers if num_workers > 0 else -1, max_connections=max_connections if max_connections > 0 else -1, - warmup_connections=False, + warmup_connections=0, worker_gc_mode="relaxed", log_level="CRITICAL", cpu_affinity=cpu_affinity_plan, @@ -434,7 +436,7 @@ def _create_client( f"max_connections={config.max_connections}, stream={streaming}" ) - client = AsyncHttpEndpointClient(config) + client = AsyncHttpEndpointClient(config, zmq_context=zmq_context) query_data = { "prompt": prompt, "model": "benchmark-model", @@ -488,6 +490,9 @@ def run_benchmark( except OSError: pass + zmq_ctx_manager = ManagedZMQContext.scoped() + zmq_ctx = zmq_ctx_manager.__enter__() + client, query_data = _create_client( endpoint_url, num_workers, @@ -495,6 +500,7 @@ def run_benchmark( streaming, prompt, enable_affinity, + zmq_context=zmq_ctx, ) loop = client.loop stats = BenchmarkStats(sse_events_per_response=sse_events_per_response) @@ -613,6 +619,7 @@ async def receiver(): gc.collect() asyncio.run_coroutine_threadsafe(client.shutdown(), loop).result(timeout=10.0) + zmq_ctx_manager.__exit__(None, None, None) # Restore original affinity so the next sweep iteration sees all CPUs if saved_affinity is not None: diff --git a/tests/integration/commands/test_benchmark_command.py b/tests/integration/commands/test_benchmark_command.py index ff300ff7..502666be 100644 --- a/tests/integration/commands/test_benchmark_command.py +++ b/tests/integration/commands/test_benchmark_command.py @@ -59,7 +59,7 @@ async def test_offline_benchmark_with_echo_server( verbose=1, model="echo-server", timeout=None, - warmup_connections=False, + warmup_connections=0, ) with caplog.at_level("INFO"): @@ -99,7 +99,7 @@ async def test_online_benchmark_with_echo_server( verbose=1, model="echo-server", timeout=None, - warmup_connections=False, + warmup_connections=0, ) with caplog.at_level("INFO"): await run_benchmark_command(args) @@ -143,7 +143,7 @@ async def test_benchmark_with_output_file( verbose=0, model="echo-server", timeout=None, - warmup_connections=False, + warmup_connections=0, ) await run_benchmark_command(args) @@ -185,7 +185,7 @@ async def test_benchmark_mode_logging( verbose=1, model="echo-server", timeout=None, - warmup_connections=False, + warmup_connections=0, ) with caplog.at_level("INFO"): await run_benchmark_command(args) diff --git a/tests/integration/endpoint_client/conftest.py b/tests/integration/endpoint_client/conftest.py index 8d5809b6..3da04462 100644 --- a/tests/integration/endpoint_client/conftest.py +++ b/tests/integration/endpoint_client/conftest.py @@ -26,7 +26,7 @@ def create_futures_client( url: str, num_workers: int = 1, max_connections: int = 10, - warmup_connections: bool = False, + warmup_connections: int = 0, zmq_context=None, ) -> FuturesHttpClient: """Helper to create a FuturesHttpClient with specific config. @@ -35,7 +35,7 @@ def create_futures_client( url: The endpoint URL to connect to num_workers: Number of worker processes (default: 1) max_connections: Max connections per worker (default: 10 for tests) - warmup_connections: Whether to warmup connections (default: False for tests) + warmup_connections: Warmup connection count (0 = disabled, -1 = auto, >0 = explicit) zmq_context: ManagedZMQContext when using ZMQ transport (required by default config). Returns: diff --git a/tests/integration/endpoint_client/test_external_serving.py b/tests/integration/endpoint_client/test_external_serving.py index c9893fa6..e76837f8 100644 --- a/tests/integration/endpoint_client/test_external_serving.py +++ b/tests/integration/endpoint_client/test_external_serving.py @@ -41,7 +41,7 @@ def _create_custom_client( endpoint_urls=[f"{vllm_docker_server['url']}/v1/chat/completions"], num_workers=num_workers, max_connections=50, - warmup_connections=False, + warmup_connections=0, ) # TODO(vir): diff --git a/tests/integration/endpoint_client/test_http_client.py b/tests/integration/endpoint_client/test_http_client.py index 79b6f709..a8d680aa 100644 --- a/tests/integration/endpoint_client/test_http_client.py +++ b/tests/integration/endpoint_client/test_http_client.py @@ -156,7 +156,7 @@ async def test_many_workers(self, mock_http_echo_server): num_workers=num_workers, max_connections=num_workers * 10, # ensure each worker has connections - warmup_connections=False, + warmup_connections=0, zmq_context=zmq_ctx, ) @@ -330,7 +330,7 @@ async def test_streaming_error_propagation(self): # Use invalid endpoint to trigger errors client = create_futures_client( "http://invalid-endpoint-12345:9999/v1/chat/completions", - warmup_connections=False, + warmup_connections=0, zmq_context=zmq_ctx, ) diff --git a/tests/integration/endpoint_client/test_sglang_adapter.py b/tests/integration/endpoint_client/test_sglang_adapter.py index c0155891..761b1de1 100644 --- a/tests/integration/endpoint_client/test_sglang_adapter.py +++ b/tests/integration/endpoint_client/test_sglang_adapter.py @@ -43,7 +43,7 @@ def sglang_futures_client(): endpoint_urls=[SGLANG_ENDPOINT], num_workers=4, api_type="sglang", - warmup_connections=False, + warmup_connections=0, ) client = FuturesHttpClient(http_config) diff --git a/tests/integration/endpoint_client/test_worker.py b/tests/integration/endpoint_client/test_worker.py index 7018dd25..3111ead5 100644 --- a/tests/integration/endpoint_client/test_worker.py +++ b/tests/integration/endpoint_client/test_worker.py @@ -36,7 +36,7 @@ def worker_config(self, mock_http_echo_server): endpoint_urls=[f"{mock_http_echo_server.url}/v1/chat/completions"], num_workers=1, max_connections=10, - warmup_connections=False, + warmup_connections=0, ) return http_config @@ -229,7 +229,7 @@ def worker_config(self, mock_http_echo_server): endpoint_urls=[f"{mock_http_echo_server.url}/v1/chat/completions"], num_workers=1, max_connections=10, - warmup_connections=False, + warmup_connections=0, ) return http_config @@ -240,7 +240,7 @@ def error_config(self): endpoint_urls=["http://localhost:59999/v1/chat/completions"], num_workers=1, max_connections=10, - warmup_connections=False, + warmup_connections=0, ) return http_config @@ -416,7 +416,7 @@ async def malformed_json_non_streaming_handler(request): endpoint_urls=[f"http://localhost:{server.port}/malformed"], num_workers=1, max_connections=10, - warmup_connections=False, + warmup_connections=0, ) worker = Worker( diff --git a/tests/integration/endpoint_client/test_worker_manager.py b/tests/integration/endpoint_client/test_worker_manager.py index 93a9f70e..486bc1f5 100644 --- a/tests/integration/endpoint_client/test_worker_manager.py +++ b/tests/integration/endpoint_client/test_worker_manager.py @@ -112,7 +112,7 @@ def manager_config(self, mock_http_echo_server): endpoint_urls=[f"{mock_http_echo_server.url}/v1/chat/completions"], num_workers=2, max_connections=10, - warmup_connections=False, + warmup_connections=0, ) return http_config @@ -270,7 +270,7 @@ def worker_death_config(self): endpoint_urls=["http://localhost:59999/advanced"], num_workers=2, max_connections=10, - warmup_connections=False, + warmup_connections=0, ) return http_config diff --git a/tests/integration/test_end_to_end_oracle.py b/tests/integration/test_end_to_end_oracle.py index 5059dbe5..e2b906e8 100644 --- a/tests/integration/test_end_to_end_oracle.py +++ b/tests/integration/test_end_to_end_oracle.py @@ -45,7 +45,7 @@ class DeepSeekR1SampleIssuer(HttpClientSampleIssuer): def __init__(self, tmp_path: Path, url: str, zmq_context: ManagedZMQContext): self.http_config = HTTPClientConfig( endpoint_urls=[urljoin(url, "/v1/chat/completions")], - warmup_connections=False, + warmup_connections=0, ) super().__init__(HTTPEndpointClient(self.http_config, zmq_context=zmq_context)) diff --git a/tests/performance/conftest.py b/tests/performance/conftest.py index 06a7fb3f..ab2ee447 100644 --- a/tests/performance/conftest.py +++ b/tests/performance/conftest.py @@ -59,7 +59,7 @@ def http_client(perf_http_echo_server): http_config = HTTPClientConfig( endpoint_urls=[f"{perf_http_echo_server.url}/v1/chat/completions"], num_workers=1, - warmup_connections=False, + warmup_connections=0, ) client = HTTPEndpointClient(config=http_config) From 519a8acedcd5dfb2a2257e0b1fefb03c5a6f7f83 Mon Sep 17 00:00:00 2001 From: arekay-nv <230885705+arekay-nv@users.noreply.github.com> Date: Mon, 9 Mar 2026 11:45:09 -0500 Subject: [PATCH 04/23] [fix] Handle case with string response (#155) * Handle case with string response Handles the case where the response is a single string, not a list - needed to handle AMD submission which wasn't calculating TPOT without the fix. --------- Signed-off-by: Rashid Kaleem <230885705+arekay-nv@users.noreply.github.com> --- src/inference_endpoint/metrics/reporter.py | 5 ++ tests/unit/metrics/test_reporter.py | 82 ++++++++++++++++++++++ 2 files changed, 87 insertions(+) diff --git a/src/inference_endpoint/metrics/reporter.py b/src/inference_endpoint/metrics/reporter.py index ee86f43b..749b1656 100644 --- a/src/inference_endpoint/metrics/reporter.py +++ b/src/inference_endpoint/metrics/reporter.py @@ -1075,7 +1075,12 @@ def derive_TPOT( output_sequence, reasoning_sequence = output_sequence_from_data( data_bytes, join_chunks=False ) + if isinstance(output_sequence, str): + output_sequence = [output_sequence] if not isinstance(output_sequence, list): + logging.warning( + f"Output sequence for sample {sample_uuid} is not a list but {type(output_sequence)}: {output_sequence}" + ) continue all_chunks = output_sequence diff --git a/tests/unit/metrics/test_reporter.py b/tests/unit/metrics/test_reporter.py index 3bb86804..050be346 100644 --- a/tests/unit/metrics/test_reporter.py +++ b/tests/unit/metrics/test_reporter.py @@ -75,6 +75,88 @@ def test_derive_tpot(events_db, sample_uuids, fake_outputs, tokenizer): assert all(tpot == expected_tpot2 for tpot in tpot2) +def test_derive_tpot_with_string_output(tmp_path, sample_uuids, tokenizer): + """Test that derive_TPOT handles a plain string output gracefully. + + A single-string output has only one chunk, so TPOT cannot be computed. + The reporter should not raise an exception and should return None. + """ + test_db = str(tmp_path / "test_string_output.db") + uuid1 = sample_uuids(1) + + with sqlite3_cursor(test_db) as (cursor, conn): + cursor.execute( + "CREATE TABLE IF NOT EXISTS events (sample_uuid VARCHAR(32), event_type VARCHAR(32), timestamp_ns INTEGER, data BLOB)" + ) + cursor.executemany( + "INSERT INTO events (sample_uuid, event_type, timestamp_ns, data) VALUES (?, ?, ?, ?)", + [ + ("", SessionEvent.TEST_STARTED.value, 5000, b""), + (uuid1, SessionEvent.LOADGEN_ISSUE_CALLED.value, 10000, b""), + (uuid1, SampleEvent.FIRST_CHUNK.value, 10010, b""), + ( + uuid1, + SampleEvent.COMPLETE.value, + 10211, + orjson.dumps({"output": "the final answer"}), + ), + ("", SessionEvent.TEST_ENDED.value, 10300, b""), + ], + ) + conn.commit() + + with MetricsReporter(test_db) as reporter: + tpot_rows = reporter.derive_TPOT(tokenizer) + + # A single-string output produces only 1 chunk — TPOT requires at least 2 + assert tpot_rows is None + + +def test_derive_tpot_string_output_with_list_reasoning( + tmp_path, sample_uuids, tokenizer +): + """Test that derive_TPOT computes TPOT when string output is paired with a list reasoning sequence. + + The fix wraps string outputs into a single-element list so they can be combined with + reasoning chunks. Without the fix, the string output causes the sample to be silently + skipped before reasoning is considered, so TPOT returns None even though there are + enough chunks (output + reasoning) to compute it. + """ + test_db = str(tmp_path / "test_string_output_with_reasoning.db") + uuid1 = sample_uuids(1) + + with sqlite3_cursor(test_db) as (cursor, conn): + cursor.execute( + "CREATE TABLE IF NOT EXISTS events (sample_uuid VARCHAR(32), event_type VARCHAR(32), timestamp_ns INTEGER, data BLOB)" + ) + cursor.executemany( + "INSERT INTO events (sample_uuid, event_type, timestamp_ns, data) VALUES (?, ?, ?, ?)", + [ + ("", SessionEvent.TEST_STARTED.value, 5000, b""), + (uuid1, SessionEvent.LOADGEN_ISSUE_CALLED.value, 10000, b""), + (uuid1, SampleEvent.FIRST_CHUNK.value, 10010, b""), + ( + uuid1, + SampleEvent.COMPLETE.value, + 10211, + orjson.dumps( + {"output": "the answer", "reasoning": ["thought step"]} + ), + ), + ("", SessionEvent.TEST_ENDED.value, 10300, b""), + ], + ) + conn.commit() + + with MetricsReporter(test_db) as reporter: + tpot_rows = reporter.derive_TPOT(tokenizer) + + # String output ("the answer") + list reasoning (["thought step"]) = 2 chunks total, + # which is enough for TPOT computation. + assert tpot_rows is not None + assert len(tpot_rows) == 1 + + def test_derive_sample_latency(events_db, sample_uuids): uuid1 = sample_uuids(1) uuid2 = sample_uuids(2) From c2a230f8fca9bc47123d2193fc5cc228806abad5 Mon Sep 17 00:00:00 2001 From: Thomas Atta-fosu Date: Thu, 5 Mar 2026 19:08:21 -0800 Subject: [PATCH 05/23] Add sglang-specific preset for llama3.1-8b Signed-off-by: attafosu From fb19769c67e9767f9c409626ef939750fe12f54f Mon Sep 17 00:00:00 2001 From: Viraat Chandra Date: Mon, 9 Mar 2026 14:42:20 -0700 Subject: [PATCH 06/23] chore(http-client): cleanup types, improve coverage, remove orjson (#159) * drop orjson * update * trigger CI --- pyproject.toml | 1 - .../endpoint_client/__init__.py | 6 +- .../endpoint_client/config.py | 9 +- .../endpoint_client/http.py | 9 +- .../endpoint_client/http_client.py | 59 ++---- .../endpoint_client/http_sample_issuer.py | 1 - .../endpoint_client/worker.py | 70 +++---- src/inference_endpoint/evaluation/scoring.py | 16 +- .../load_generator/session.py | 14 +- src/inference_endpoint/metrics/recorder.py | 8 +- src/inference_endpoint/metrics/reporter.py | 21 +- .../openai/openai_adapter.py | 9 +- .../utils/benchmark_httpclient.py | 6 +- tests/conftest.py | 6 +- .../endpoint_client/test_http_client.py | 186 +++++++++++++++++- tests/unit/metrics/test_recorder.py | 14 +- tests/unit/metrics/test_reporter.py | 18 +- 17 files changed, 300 insertions(+), 153 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 28c1a41b..c7875310 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -37,7 +37,6 @@ dependencies = [ "websocket-client==1.9.0", # Data handling "duckdb==1.4.0", - "orjson==3.11.5", "msgspec==0.20.0", "pydantic==2.12.0", "pydantic_core==2.41.1", diff --git a/src/inference_endpoint/endpoint_client/__init__.py b/src/inference_endpoint/endpoint_client/__init__.py index d833106a..645fc50b 100644 --- a/src/inference_endpoint/endpoint_client/__init__.py +++ b/src/inference_endpoint/endpoint_client/__init__.py @@ -15,15 +15,13 @@ """ Endpoint Client for the MLPerf Inference Endpoint Benchmarking System. - -This module provides HTTP client implementation with multiprocessing and ZMQ. +This module provides HTTP client implementation. """ from .config import HTTPClientConfig -from .http_client import AsyncHttpEndpointClient, HTTPEndpointClient +from .http_client import HTTPEndpointClient __all__ = [ - "AsyncHttpEndpointClient", "HTTPEndpointClient", "HTTPClientConfig", ] diff --git a/src/inference_endpoint/endpoint_client/config.py b/src/inference_endpoint/endpoint_client/config.py index a41843c5..ee4f64c4 100644 --- a/src/inference_endpoint/endpoint_client/config.py +++ b/src/inference_endpoint/endpoint_client/config.py @@ -117,13 +117,16 @@ class HTTPClientConfig: worker_gc_mode: Literal["disabled", "relaxed", "system"] = "relaxed" # Request adapter for Query/Response <-> Payload/Response bytes - adapter: type[HttpRequestAdapter] | None = None # None: use default + # Default in __post_init__ if None + adapter: type[HttpRequestAdapter] = None # type: ignore[assignment] # SSE accumulator for streaming responses - accumulator: type[SSEAccumulatorProtocol] | None = None # None: use default + # Default in __post_init__ if None + accumulator: type[SSEAccumulatorProtocol] = None # type: ignore[assignment] # Worker pool transport class for worker IPC - worker_pool_transport: type[WorkerPoolTransport] | None = None # None: use default + # Default in __post_init__ if None + worker_pool_transport: type[WorkerPoolTransport] = None # type: ignore[assignment] def __post_init__(self): # set default adapter in __post_init__ to avoid circular dependency diff --git a/src/inference_endpoint/endpoint_client/http.py b/src/inference_endpoint/endpoint_client/http.py index 216778be..2f22b8ef 100644 --- a/src/inference_endpoint/endpoint_client/http.py +++ b/src/inference_endpoint/endpoint_client/http.py @@ -562,7 +562,10 @@ def protocol_factory() -> HttpResponseProtocol: self._creating -= 1 def release(self, conn: PooledConnection) -> None: - """Return connection to pool for reuse and notify waiters.""" + """Return connection to pool for reuse and notify waiters (idempotent).""" + if not conn.in_use: + return + # Must close if: dead, server requested close, or error occurred if not conn.is_alive() or conn.protocol.should_close: self._close_connection(conn) @@ -780,10 +783,10 @@ class InFlightRequest: query_id: Correlates response back to original Query. http_bytes: Serialized HTTP request for socket.write(). is_streaming: Whether this is a streaming (SSE) request or not. - connection: PooledConnection if any assigned to this request. + connection: PooledConnection assigned to this request (set once request is fired). """ query_id: str http_bytes: bytes is_streaming: bool - connection: PooledConnection | None = field(default=None, repr=False) + connection: PooledConnection = field(default=None, repr=False) # type: ignore[assignment] diff --git a/src/inference_endpoint/endpoint_client/http_client.py b/src/inference_endpoint/endpoint_client/http_client.py index b6544b3c..c6510876 100644 --- a/src/inference_endpoint/endpoint_client/http_client.py +++ b/src/inference_endpoint/endpoint_client/http_client.py @@ -30,9 +30,9 @@ logger = logging.getLogger(__name__) -class AsyncHttpEndpointClient: +class HTTPEndpointClient: """ - Async HTTP client for LLM inference. + HTTP client for LLM inference. Architecture: - Main process: Accepts requests, distributes to workers, handles responses @@ -45,10 +45,12 @@ class AsyncHttpEndpointClient: Usage: with ManagedZMQContext.scoped() as zmq_ctx: - client = AsyncHttpEndpointClient(config, zmq_context=zmq_ctx) + client = HTTPEndpointClient(config, zmq_context=zmq_ctx) client.issue(query) - response = await client.recv() - await client.shutdown() + response = client.poll() # Non-blocking, returns None if nothing ready + responses = client.drain() # Drain all available responses + # response = await client.recv() # Blocking; only if caller provides its own loop + client.shutdown() # Blocks until workers stop """ def __init__( @@ -60,6 +62,8 @@ def __init__( self.client_id = uuid.uuid4().hex[:8] self.config = config self._worker_cycle = cycle(range(self.config.num_workers)) + + # TODO(vir): make context setup/teardown part of transport protocol if config.worker_pool_transport is ZmqWorkerPoolTransport: if zmq_context is None: raise ValueError( @@ -85,9 +89,6 @@ def __init__( # Initialize on event loop asyncio.run_coroutine_threadsafe(self._initialize(), self.loop).result() - assert self.config.adapter is not None - assert self.config.accumulator is not None - assert self.config.worker_pool_transport is not None logger.info( f"EndpointClient initialized with num_workers={self.config.num_workers}, " f"endpoints={self.config.endpoint_urls}, " @@ -131,16 +132,20 @@ async def recv(self) -> QueryResult | StreamChunk | None: def drain(self) -> list[QueryResult | StreamChunk]: """Non-blocking. Returns all available responses.""" - results: list[QueryResult | StreamChunk] = [] - while (r := self.poll()) is not None: - results.append(r) - return results + return list(iter(self.poll, None)) - async def shutdown(self) -> None: - """Gracefully shutdown client.""" - logger.info(f"[{self.client_id}] Shutting down...") + def shutdown(self) -> None: + """Gracefully shutdown client. Synchronous — blocks the caller until complete.""" + if self._shutdown: # Already shutdown, no-op + return + asyncio.run_coroutine_threadsafe(self._shutdown_async(), self.loop).result() + + async def _shutdown_async(self) -> None: + """Async shutdown internals - must be called on the event loop.""" self._shutdown = True + logger.info(f"[{self.client_id}] Shutting down...") + # Shutdown workers await self.worker_manager.shutdown() @@ -154,27 +159,3 @@ async def shutdown(self) -> None: f"[{self.client_id}] Dropped {self._dropped_requests} requests during shutdown" ) logger.info(f"[{self.client_id}] Shutdown complete.") - - -class HTTPEndpointClient(AsyncHttpEndpointClient): - """ - Sync HTTP client for LLM inference. - Inherits from AsyncHttpEndpointClient and provides sync interface. - - Usage: - client = HTTPEndpointClient(config) - client.issue(query) - """ - - def issue(self, query: Query) -> None: # type: ignore[override] - """Issue query.""" - # Schedule on event loop thread - assert self.loop is not None - self.loop.call_soon_threadsafe( - lambda: super(HTTPEndpointClient, self).issue(query) - ) - - def shutdown(self) -> None: # type: ignore[override] - """Sync shutdown wrapper - blocks until base class async shutdown completes.""" - assert self.loop is not None - asyncio.run_coroutine_threadsafe(super().shutdown(), self.loop).result() diff --git a/src/inference_endpoint/endpoint_client/http_sample_issuer.py b/src/inference_endpoint/endpoint_client/http_sample_issuer.py index 0f499afa..c30379ee 100644 --- a/src/inference_endpoint/endpoint_client/http_sample_issuer.py +++ b/src/inference_endpoint/endpoint_client/http_sample_issuer.py @@ -51,7 +51,6 @@ def __init__( self.http_client = http_client # Start response handler task to route completed responses back to SampleEventHandler - assert self.http_client.loop is not None self._response_task = asyncio.run_coroutine_threadsafe( self._handle_responses(), self.http_client.loop ) diff --git a/src/inference_endpoint/endpoint_client/worker.py b/src/inference_endpoint/endpoint_client/worker.py index 5a11de9d..165148c6 100644 --- a/src/inference_endpoint/endpoint_client/worker.py +++ b/src/inference_endpoint/endpoint_client/worker.py @@ -159,20 +159,19 @@ def __init__( if self._scheme == "https": self._ssl_context = ssl.create_default_context() - # HTTP components - self._pool: ConnectionPool | None = None - self._http_template: HttpRequestTemplate | None = None - self._loop: asyncio.AbstractEventLoop | None = None + # HTTP components (initialized in run()) + self._pool: ConnectionPool = None # type: ignore[assignment] + self._http_template: HttpRequestTemplate = None # type: ignore[assignment] + self._loop: asyncio.AbstractEventLoop = None # type: ignore[assignment] - # IPC transports - self._requests: ReceiverTransport | None = None - self._responses: SenderTransport | None = None + # IPC transports (initialized in run()) + self._requests: ReceiverTransport = None # type: ignore[assignment] + self._responses: SenderTransport = None # type: ignore[assignment] # Track active request tasks self._active_tasks: set[asyncio.Task] = set() # Use adapter type from config - assert self.http_config.adapter is not None self._adapter: type[HttpRequestAdapter] = self.http_config.adapter async def run(self) -> None: @@ -184,7 +183,6 @@ async def run(self) -> None: # Use eager task factory for immediate coroutine execution # Tasks start executing synchronously until first await # NOTE(vir): CRITICAL for minimizing TFB/TTFT - assert self._loop is not None self._loop.set_task_factory(asyncio.eager_task_factory) # type: ignore[arg-type] # Initialize HTTP template from URL components @@ -267,7 +265,9 @@ async def run(self) -> None: if self.http_config.record_worker_events: pid = os.getpid() worker_db_name = f"worker_report_{self.worker_id}_{pid}" - assert self.http_config.event_logs_dir is not None + assert ( + self.http_config.event_logs_dir is not None + ), "event_logs_dir must be set if record_worker_events is enabled" report_path = self.http_config.event_logs_dir / f"{worker_db_name}.csv" with EventRecorder(session_id=worker_db_name) as event_recorder: @@ -327,16 +327,13 @@ async def _run_main_loop(self) -> None: assert_active=True, ) - # Prepare request - prepared = self._prepare_request(query) - - # Fire request - if not await self._fire_request(prepared): + # Prepare and fire request + req = self._prepare_request(query) + if not await self._fire_request(req): continue # Process response asynchronously - assert self._loop is not None - task = self._loop.create_task(self._process_response(prepared)) + task = self._loop.create_task(self._process_response(req)) # Keep task alive to prevent GC # Cleaned up in _process_response finally block @@ -359,7 +356,6 @@ def _prepare_request(self, query: Query) -> InFlightRequest: is_streaming = query.data.get("stream", False) # Build complete HTTP request bytes - assert self._http_template is not None http_bytes = self._http_template.build_request( body_bytes, is_streaming, @@ -381,9 +377,8 @@ async def _fire_request(self, req: InFlightRequest) -> bool: Fire HTTP POST request: 1. Acquire TCP connection from pool 2. Send POST request bytes - 3. Store connection for process_response task - Returns True on success. + Returns True on success, False on failure (error response sent). """ if self._shutdown: await self._handle_error(req.query_id, "Worker is shutting down") @@ -391,13 +386,12 @@ async def _fire_request(self, req: InFlightRequest) -> bool: try: # Acquire connection from pool - assert self._pool is not None conn = await self._pool.acquire() # Write request bytes directly to transport conn.protocol.write(req.http_bytes) - # Store connection for _process_response to use + # Store connection on req for response processing req.connection = conn return True @@ -410,18 +404,14 @@ async def _fire_request(self, req: InFlightRequest) -> bool: @profile async def _process_response(self, req: InFlightRequest) -> None: """Process response for a fired request.""" - try: - conn = req.connection - assert conn is not None, "Connection should be set by _fire_request" + conn = req.connection + try: # Await headers and handle error status status_code, _ = await conn.protocol.read_headers() if status_code != 200: error_body = await conn.protocol.read_body() - # Release connection early - done with socket I/O - assert self._pool is not None self._pool.release(conn) - req.connection = None await self._handle_error( req.query_id, f"HTTP {status_code}: {error_body.decode('utf-8', errors='replace')}", @@ -439,11 +429,8 @@ async def _process_response(self, req: InFlightRequest) -> None: logger.warning(f"Request {req.query_id} failed: {type(e).__name__}: {e}") finally: - # Release connection back to pool if not already released - if req.connection: - assert self._pool is not None - self._pool.release(req.connection) - req.connection = None + # Release connection back to pool if not already + self._pool.release(conn) # Record completion event if self.http_config.record_worker_events: @@ -462,18 +449,15 @@ async def _process_response(self, req: InFlightRequest) -> None: @profile async def _handle_streaming_body(self, req: InFlightRequest) -> None: """Handle streaming (SSE) response body.""" - conn = req.connection - assert conn is not None query_id = req.query_id + conn = req.connection # Create accumulator for streaming response - assert self.http_config.accumulator is not None accumulator = self.http_config.accumulator( query_id, self.http_config.stream_all_chunks ) # Process SSE stream - yields batches of chunks - assert self._responses is not None async for chunk_batch in self._iter_sse_lines(conn): for delta in chunk_batch: if stream_chunk := accumulator.add_chunk(delta): @@ -487,10 +471,8 @@ async def _handle_streaming_body(self, req: InFlightRequest) -> None: assert_active=True, ) - # Release connection early - done with socket I/O - assert self._pool is not None + # Release connection early - done with socket I/O (idempotent) self._pool.release(conn) - req.connection = None # Send final complete back to main rank self._responses.send(accumulator.get_final_output()) @@ -505,23 +487,19 @@ async def _handle_streaming_body(self, req: InFlightRequest) -> None: @profile async def _handle_non_streaming_body(self, req: InFlightRequest) -> None: """Handle non-streaming response body.""" - conn = req.connection - assert conn is not None query_id = req.query_id + conn = req.connection # Read entire response body response_bytes = await conn.protocol.read_body() - # Release connection early - done with socket I/O - assert self._pool is not None + # Release connection early - done with socket I/O (idempotent) self._pool.release(conn) - req.connection = None # Decode using adapter result = self._adapter.decode_response(response_bytes, query_id) # Send result back to main rank - assert self._responses is not None self._responses.send(result) if self.http_config.record_worker_events: EventRecorder.record_event( diff --git a/src/inference_endpoint/evaluation/scoring.py b/src/inference_endpoint/evaluation/scoring.py index 1bf4e99e..7518e9ae 100644 --- a/src/inference_endpoint/evaluation/scoring.py +++ b/src/inference_endpoint/evaluation/scoring.py @@ -25,8 +25,8 @@ from pathlib import Path from typing import ClassVar +import msgspec.json import numpy as np -import orjson import pandas as pd from tqdm import tqdm @@ -117,7 +117,7 @@ def _load_sample_index_map(self): ) with sample_index_map_path.open("r") as f: - d = orjson.loads(f.read()) + d = msgspec.json.decode(f.read()) return d[self.dataset_name] # Implicitly raises KeyError def get_outputs(self): @@ -131,7 +131,7 @@ def get_outputs(self): outputs = [] with events_log_path.open("r") as f: for line in f: - event = orjson.loads(line.strip()) + event = msgspec.json.decode(line.strip()) if event["event_type"] == SampleEvent.COMPLETE.value: outputs.append(event) df = pd.DataFrame(outputs, columns=["sample_uuid", "value"]) @@ -418,7 +418,7 @@ def _evaluate_via_websocket(self, codes_dict: dict[str, list[str]]) -> dict | No "codes_dict": codes_dict, "timeout_sec": self.timeout, } - ws.send(orjson.dumps(request).decode("utf-8")) + ws.send(msgspec.json.encode(request).decode("utf-8")) print(f"Connected to WebSocket service: {self.lcb_websocket_url}") print( @@ -438,7 +438,7 @@ def _evaluate_via_websocket(self, codes_dict: dict[str, list[str]]) -> dict | No # Connection closed cleanly break - data = orjson.loads(message) + data = msgspec.json.decode(message) status = data.get("status") if status == "started": @@ -570,14 +570,14 @@ def _evaluate_via_subprocess(self, df: pd.DataFrame) -> float | None: for line in reversed(lines): line = line.strip() if line.startswith("{") and line.endswith("}"): - output = orjson.loads(line.encode("utf-8")) + output = msgspec.json.decode(line.encode("utf-8")) return output["pass_at_1"] # No JSON found, try parsing the whole output - output = orjson.loads(stdout_text.encode("utf-8")) + output = msgspec.json.decode(stdout_text.encode("utf-8")) return output["pass_at_1"] - except (subprocess.CalledProcessError, orjson.JSONDecodeError, KeyError): + except (subprocess.CalledProcessError, msgspec.DecodeError, KeyError): # Return None if subprocess fails or JSON parsing fails return None diff --git a/src/inference_endpoint/load_generator/session.py b/src/inference_endpoint/load_generator/session.py index 45ce356b..dfc8b3aa 100644 --- a/src/inference_endpoint/load_generator/session.py +++ b/src/inference_endpoint/load_generator/session.py @@ -22,7 +22,7 @@ import uuid from pathlib import Path -import orjson +import msgspec.json from transformers import AutoTokenizer from ..config.runtime_settings import RuntimeSettings @@ -208,15 +208,19 @@ def _run_test( # from the runtime settings object with (Path(report_dir) / "runtime_settings.json").open("w") as f: f.write( - orjson.dumps( - rt_settings_data, - option=orjson.OPT_INDENT_2 | orjson.OPT_SORT_KEYS, + msgspec.json.format( + msgspec.json.encode( + dict(sorted(rt_settings_data.items())) + ), + indent=2, ).decode("utf-8") ) # Save the UUID mapping for output verification with (Path(report_dir) / "sample_idx_map.json").open("w") as f: - f.write(orjson.dumps(self.sample_uuid_map).decode("utf-8")) + f.write( + msgspec.json.encode(self.sample_uuid_map).decode("utf-8") + ) if dump_events_log: reporter.dump_to_json(Path(report_dir) / "events.jsonl") diff --git a/src/inference_endpoint/metrics/recorder.py b/src/inference_endpoint/metrics/recorder.py index b1dec159..c75eba68 100644 --- a/src/inference_endpoint/metrics/recorder.py +++ b/src/inference_endpoint/metrics/recorder.py @@ -30,7 +30,7 @@ from pathlib import Path from typing import Any, ClassVar -import orjson +import msgspec.json from ..load_generator.events import Event, SampleEvent, SessionEvent from ..profiling import profile @@ -386,14 +386,14 @@ def record_event( encoded_bytes: bytes = b"" try: if data is not None: - encoded_bytes = orjson.dumps(data) - except orjson.JSONEncodeError as e: + encoded_bytes = msgspec.json.encode(data) + except msgspec.EncodeError as e: rec_inst.event_queue.put( ( sample_uuid, SessionEvent.ERROR.value, time.monotonic_ns(), - orjson.dumps( + msgspec.json.encode( { "error_type": "JSONEncodeError", "error_message": str(e), diff --git a/src/inference_endpoint/metrics/reporter.py b/src/inference_endpoint/metrics/reporter.py index 749b1656..6ddd2d54 100644 --- a/src/inference_endpoint/metrics/reporter.py +++ b/src/inference_endpoint/metrics/reporter.py @@ -29,8 +29,8 @@ from pathlib import Path from typing import TYPE_CHECKING, Any +import msgspec.json import numpy as np -import orjson from ..load_generator.events import SampleEvent, SessionEvent from ..profiling import profile @@ -207,7 +207,7 @@ def summarize( } else: # Note values are sorted, we can avoid using np.max and np.min - # Need to convert to default Python types since orjson doesn't support numpy dtypes + # Need to convert to default Python types since msgspec doesn't support numpy dtypes if self.repeats is None: values = self._sorted_vals counts = np.ones(self._sorted_vals.shape, dtype=self._sorted_vals.dtype) @@ -402,8 +402,8 @@ def to_json(self, save_to: os.PathLike | None = None) -> str: d = dataclasses.asdict(self) d["qps"] = self.qps d["tps"] = self.tps - json_str = orjson.dumps( - d, option=orjson.OPT_INDENT_2 | orjson.OPT_SORT_KEYS + json_str = msgspec.json.format( + msgspec.json.encode(dict(sorted(d.items()))), indent=2 ).decode("utf-8") if save_to is not None: with Path(save_to).open("w") as f: @@ -571,8 +571,8 @@ def output_sequence_from_data( return None, None try: - decoded_data = orjson.loads(data_bytes) - except (orjson.JSONDecodeError, TypeError): + decoded_data = msgspec.json.decode(data_bytes) + except (msgspec.DecodeError, TypeError): logging.warning("Failed to decode data bytes") return None, None @@ -1195,9 +1195,9 @@ def dump_to_json(self, json_path: Path): ): # For other event types, just decode and stringify try: - decoded_data = orjson.loads(data_bytes) + decoded_data = msgspec.json.decode(data_bytes) value = str(decoded_data) if decoded_data else "" - except (orjson.JSONDecodeError, TypeError) as e: + except (msgspec.DecodeError, TypeError) as e: value = f"" approx_datetime_str = monotime_to_datetime(timestamp_ns).isoformat() @@ -1209,9 +1209,8 @@ def dump_to_json(self, json_path: Path): "approx_datetime_str": approx_datetime_str, "value": value, } - # Use orjson.dumps for each line f.write( - orjson.dumps(json_obj, option=orjson.OPT_SORT_KEYS).decode( + msgspec.json.encode(dict(sorted(json_obj.items()))).decode( "utf-8" ) + "\n" @@ -1239,7 +1238,7 @@ def _get_version_info(self) -> dict[str, str | None]: result = self.cur_.execute(query).fetchone() if result and result[0]: try: - return orjson.loads(result[0]) + return msgspec.json.decode(result[0]) except Exception: pass return {"version": "unknown", "git_sha": None} diff --git a/src/inference_endpoint/openai/openai_adapter.py b/src/inference_endpoint/openai/openai_adapter.py index 5904fc5a..f26987e6 100644 --- a/src/inference_endpoint/openai/openai_adapter.py +++ b/src/inference_endpoint/openai/openai_adapter.py @@ -16,7 +16,6 @@ import time import msgspec -import orjson from inference_endpoint.core.types import Query, QueryResult from inference_endpoint.endpoint_client.adapter_protocol import HttpRequestAdapter @@ -148,15 +147,15 @@ def to_endpoint_response(cls, result: QueryResult) -> CreateChatCompletionRespon @classmethod def encode_request(cls, request: CreateChatCompletionRequest) -> bytes: - """Encode request to JSON bytes using orjson.""" - return orjson.dumps(request.model_dump(mode="json")) + """Encode request to JSON bytes using msgspec.""" + return msgspec.json.encode(request.model_dump(mode="json")) @classmethod def decode_endpoint_response( cls, response_bytes: bytes ) -> CreateChatCompletionResponse: - """Decode response from JSON bytes using orjson.""" - response_dict = orjson.loads(response_bytes) + """Decode response from JSON bytes using msgspec.""" + response_dict = msgspec.json.decode(response_bytes) # Set default values for optional fields if missing response_dict["choices"][0]["message"]["refusal"] = "None" diff --git a/src/inference_endpoint/utils/benchmark_httpclient.py b/src/inference_endpoint/utils/benchmark_httpclient.py index 81e867da..cbc9445f 100644 --- a/src/inference_endpoint/utils/benchmark_httpclient.py +++ b/src/inference_endpoint/utils/benchmark_httpclient.py @@ -41,7 +41,7 @@ from inference_endpoint.core.types import Query, QueryResult from inference_endpoint.endpoint_client.config import HTTPClientConfig from inference_endpoint.endpoint_client.cpu_affinity import compute_affinity_plan -from inference_endpoint.endpoint_client.http_client import AsyncHttpEndpointClient +from inference_endpoint.endpoint_client.http_client import HTTPEndpointClient from inference_endpoint.testing.max_throughput_server import ( MaxThroughputServer, build_response, @@ -436,7 +436,7 @@ def _create_client( f"max_connections={config.max_connections}, stream={streaming}" ) - client = AsyncHttpEndpointClient(config, zmq_context=zmq_context) + client = HTTPEndpointClient(config, zmq_context=zmq_context) query_data = { "prompt": prompt, "model": "benchmark-model", @@ -618,7 +618,7 @@ async def receiver(): gc.enable() gc.collect() - asyncio.run_coroutine_threadsafe(client.shutdown(), loop).result(timeout=10.0) + client.shutdown() zmq_ctx_manager.__exit__(None, None, None) # Restore original affinity so the next sweep iteration sees all CPUs diff --git a/tests/conftest.py b/tests/conftest.py index a75d5337..194bb054 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -28,7 +28,7 @@ from pathlib import Path from typing import Any -import orjson +import msgspec.json import pytest from inference_endpoint import metrics from inference_endpoint.config.runtime_settings import RuntimeSettings @@ -275,7 +275,7 @@ def events_db(tmp_path, sample_uuids, fake_outputs): uuid1, SampleEvent.COMPLETE.value, 10211, - orjson.dumps({"output": fake_outputs[uuid1]}), + msgspec.json.encode({"output": fake_outputs[uuid1]}), ), (uuid2, SampleEvent.NON_FIRST_CHUNK.value, 10214, b""), (uuid3, SessionEvent.ERROR.value, 10216, b""), @@ -285,7 +285,7 @@ def events_db(tmp_path, sample_uuids, fake_outputs): uuid2, SampleEvent.COMPLETE.value, 10219, - orjson.dumps({"output": fake_outputs[uuid2]}), + msgspec.json.encode({"output": fake_outputs[uuid2]}), ), (uuid3, SessionEvent.ERROR.value, 10225, b""), ("", SessionEvent.TEST_ENDED.value, 10300, b""), diff --git a/tests/integration/endpoint_client/test_http_client.py b/tests/integration/endpoint_client/test_http_client.py index a8d680aa..2611f5c8 100644 --- a/tests/integration/endpoint_client/test_http_client.py +++ b/tests/integration/endpoint_client/test_http_client.py @@ -22,11 +22,44 @@ import zmq import zmq.asyncio from inference_endpoint.async_utils.transport.zmq.context import ManagedZMQContext -from inference_endpoint.core.types import Query +from inference_endpoint.core.types import Query, QueryResult, StreamChunk +from inference_endpoint.endpoint_client.config import HTTPClientConfig +from inference_endpoint.endpoint_client.http_client import HTTPEndpointClient from .conftest import create_futures_client +def _create_client( + url: str, zmq_context: ManagedZMQContext | None = None, **kwargs +) -> HTTPEndpointClient: + config = HTTPClientConfig( + endpoint_urls=[url], + num_workers=kwargs.pop("num_workers", 1), + max_connections=kwargs.pop("max_connections", 10), + warmup_connections=kwargs.pop("warmup_connections", 0), + **kwargs, + ) + return HTTPEndpointClient(config, zmq_context=zmq_context) + + +def _make_query(id: str, prompt: str = "hello", stream: bool = False) -> Query: + return Query( + id=id, + data={"prompt": prompt, "model": "test", "stream": stream}, + ) + + +@pytest.fixture +def http_client(mock_http_echo_server): + with ManagedZMQContext.scoped() as zmq_ctx: + client = _create_client( + f"{mock_http_echo_server.url}/v1/chat/completions", + zmq_context=zmq_ctx, + ) + yield client + client.shutdown() + + class TestHttpEndpointClientScaleOut: """Test scale out capabilities of the HTTP endpoint client.""" @@ -399,3 +432,154 @@ async def test_concurrent_streaming_requests(self, futures_http_client): assert ( "".join(result.response_output["output"]) == prompt ), f"Mismatch for test case '{name}'" + + +class TestPoll: + """Test non-blocking poll() response retrieval.""" + + def test_poll_returns_none_when_empty(self, http_client): + """poll() returns None when no responses are available.""" + assert http_client.poll() is None + + def test_poll_returns_response(self, http_client): + """poll() returns a QueryResult after issue + wait.""" + http_client.issue(_make_query("poll-1")) + + result = None + for _ in range(100): + result = http_client.poll() + if result is not None: + break + time.sleep(0.01) + + assert isinstance(result, QueryResult) + assert result.id == "poll-1" + + def test_poll_is_non_blocking(self, http_client): + """poll() returns immediately even with no data.""" + start = time.monotonic() + for _ in range(1000): + http_client.poll() + elapsed = time.monotonic() - start + assert elapsed < 1.0 + + def test_poll_drains_one_at_a_time(self, http_client): + """Each poll() call returns at most one response.""" + n = 5 + for i in range(n): + http_client.issue(_make_query(f"poll-multi-{i}")) + + time.sleep(1.0) + + results = [] + while (r := http_client.poll()) is not None: + results.append(r) + assert isinstance(r, QueryResult | StreamChunk) + + assert len(results) == n + + +class TestRecv: + """Test blocking recv() response retrieval.""" + + @pytest.mark.asyncio + async def test_recv_blocks_until_response(self, http_client): + """recv() blocks and returns a response.""" + http_client.issue(_make_query("recv-1", prompt="recv test")) + + result = await asyncio.wait_for( + asyncio.wrap_future( + asyncio.run_coroutine_threadsafe(http_client.recv(), http_client.loop) + ), + timeout=5.0, + ) + + assert isinstance(result, QueryResult) + assert result.id == "recv-1" + + @pytest.mark.asyncio + async def test_recv_all_responses_arrive(self, http_client): + """recv() delivers all issued responses.""" + ids = {f"recv-order-{i}" for i in range(5)} + for id in ids: + http_client.issue(_make_query(id)) + + received_ids = set() + for _ in range(len(ids)): + result = await asyncio.wait_for( + asyncio.wrap_future( + asyncio.run_coroutine_threadsafe( + http_client.recv(), http_client.loop + ) + ), + timeout=5.0, + ) + assert isinstance(result, QueryResult) + received_ids.add(result.id) + + assert received_ids == ids + + +class TestDrain: + """Test non-blocking drain() bulk retrieval.""" + + def test_drain_returns_empty_when_no_responses(self, http_client): + """drain() returns empty list when nothing is available.""" + assert http_client.drain() == [] + + def test_drain_returns_all_available(self, http_client): + """drain() returns all buffered responses at once.""" + n = 5 + for i in range(n): + http_client.issue(_make_query(f"drain-{i}")) + + time.sleep(1.0) + + results = http_client.drain() + assert len(results) == n + result_ids = {r.id for r in results if isinstance(r, QueryResult)} + expected_ids = {f"drain-{i}" for i in range(n)} + assert result_ids == expected_ids + + def test_drain_empties_buffer(self, http_client): + """After drain(), subsequent drain() returns empty.""" + http_client.issue(_make_query("drain-once")) + time.sleep(1.0) + + first = http_client.drain() + assert len(first) >= 1 + + second = http_client.drain() + assert second == [] + + def test_drain_is_non_blocking(self, http_client): + """drain() returns immediately even with no data.""" + start = time.monotonic() + for _ in range(1000): + http_client.drain() + elapsed = time.monotonic() - start + assert elapsed < 1.0 + + +class TestShutdown: + """Test shutdown behavior.""" + + def test_shutdown_is_idempotent(self, mock_http_echo_server): + """Calling shutdown() multiple times does not raise.""" + with ManagedZMQContext.scoped() as zmq_ctx: + client = _create_client( + f"{mock_http_echo_server.url}/v1/chat/completions", + zmq_context=zmq_ctx, + ) + client.shutdown() + client.shutdown() + + def test_issue_after_shutdown_drops(self, mock_http_echo_server): + """Requests issued after shutdown are silently dropped.""" + with ManagedZMQContext.scoped() as zmq_ctx: + client = _create_client( + f"{mock_http_echo_server.url}/v1/chat/completions", + zmq_context=zmq_ctx, + ) + client.shutdown() + client.issue(_make_query("post-shutdown")) diff --git a/tests/unit/metrics/test_recorder.py b/tests/unit/metrics/test_recorder.py index 0d585740..058ee50a 100644 --- a/tests/unit/metrics/test_recorder.py +++ b/tests/unit/metrics/test_recorder.py @@ -19,7 +19,7 @@ from collections import namedtuple from unittest.mock import patch -import orjson +import msgspec.json import pytest from inference_endpoint.load_generator.events import SampleEvent, SessionEvent from inference_endpoint.metrics.recorder import ( @@ -114,7 +114,7 @@ def test_event_row_to_insert_params(sample_uuids): sample_uuid=uuid1, event_type=SampleEvent.FIRST_CHUNK, timestamp_ns=10000, - data=orjson.dumps(test_data), + data=msgspec.json.encode(test_data), ) params = event_row.to_insert_params() @@ -127,7 +127,7 @@ def test_event_row_to_insert_params(sample_uuids): assert params[0] == uuid1 assert params[1] == SampleEvent.FIRST_CHUNK.value assert params[2] == 10000 - assert params[3] == orjson.dumps(test_data) + assert params[3] == msgspec.json.encode(test_data) def test_event_row_to_insert_params_empty_data(sample_uuids): @@ -173,13 +173,13 @@ def test_event_row_integration_with_sqlite(sample_uuids): sample_uuid=uuid2, event_type=SampleEvent.FIRST_CHUNK, timestamp_ns=10100, - data=orjson.dumps({"chunk": "Hello"}), + data=msgspec.json.encode({"chunk": "Hello"}), ), EventRow( sample_uuid=uuid2, event_type=SampleEvent.COMPLETE, timestamp_ns=10200, - data=orjson.dumps({"output": ["Hello", " World"]}), + data=msgspec.json.encode({"output": ["Hello", " World"]}), ), ] @@ -205,13 +205,13 @@ def test_event_row_integration_with_sqlite(sample_uuids): assert rows[1][0] == uuid2 assert rows[1][1] == SampleEvent.FIRST_CHUNK.value assert rows[1][2] == 10100 - assert orjson.loads(rows[1][3]) == {"chunk": "Hello"} + assert msgspec.json.decode(rows[1][3]) == {"chunk": "Hello"} # Verify third row (with complex JSON data) assert rows[2][0] == uuid2 assert rows[2][1] == SampleEvent.COMPLETE.value assert rows[2][2] == 10200 - assert orjson.loads(rows[2][3]) == {"output": ["Hello", " World"]} + assert msgspec.json.decode(rows[2][3]) == {"output": ["Hello", " World"]} cursor.close() conn.close() diff --git a/tests/unit/metrics/test_reporter.py b/tests/unit/metrics/test_reporter.py index 050be346..f2e12336 100644 --- a/tests/unit/metrics/test_reporter.py +++ b/tests/unit/metrics/test_reporter.py @@ -16,7 +16,7 @@ import json import math -import orjson +import msgspec.json import pytest from inference_endpoint.load_generator.events import SampleEvent, SessionEvent from inference_endpoint.metrics.recorder import sqlite3_cursor @@ -98,7 +98,7 @@ def test_derive_tpot_with_string_output(tmp_path, sample_uuids, tokenizer): uuid1, SampleEvent.COMPLETE.value, 10211, - orjson.dumps({"output": "the final answer"}), + msgspec.json.encode({"output": "the final answer"}), ), ("", SessionEvent.TEST_ENDED.value, 10300, b""), ], @@ -139,7 +139,7 @@ def test_derive_tpot_string_output_with_list_reasoning( uuid1, SampleEvent.COMPLETE.value, 10211, - orjson.dumps( + msgspec.json.encode( {"output": "the answer", "reasoning": ["thought step"]} ), ), @@ -939,13 +939,13 @@ def test_get_output_sequence_lengths_with_stop_performance_tracking( uuid1, SampleEvent.COMPLETE.value, 10211, - orjson.dumps({"output": ["Hello, ", "world"]}), + msgspec.json.encode({"output": ["Hello, ", "world"]}), ), ( uuid2, SampleEvent.COMPLETE.value, 10219, - orjson.dumps({"output": ["And ", "goodbye."]}), + msgspec.json.encode({"output": ["And ", "goodbye."]}), ), ("", SessionEvent.STOP_PERFORMANCE_TRACKING.value, 10150, b""), (uuid3, SessionEvent.LOADGEN_ISSUE_CALLED.value, 10200, b""), @@ -953,7 +953,7 @@ def test_get_output_sequence_lengths_with_stop_performance_tracking( uuid3, SampleEvent.COMPLETE.value, 10250, - orjson.dumps({"output": ["Extra ", "sample"]}), + msgspec.json.encode({"output": ["Extra ", "sample"]}), ), ("", SessionEvent.TEST_ENDED.value, 10300, b""), ], @@ -995,13 +995,13 @@ def test_create_report_with_stop_performance_tracking( uuid1, SampleEvent.COMPLETE.value, 10211, - orjson.dumps({"output": ["Hello, ", "world"]}), + msgspec.json.encode({"output": ["Hello, ", "world"]}), ), ( uuid2, SampleEvent.COMPLETE.value, 10219, - orjson.dumps({"output": ["And ", "goodbye."]}), + msgspec.json.encode({"output": ["And ", "goodbye."]}), ), ("", SessionEvent.STOP_PERFORMANCE_TRACKING.value, 10150, b""), (uuid3, SessionEvent.LOADGEN_ISSUE_CALLED.value, 10200, b""), @@ -1010,7 +1010,7 @@ def test_create_report_with_stop_performance_tracking( uuid3, SampleEvent.COMPLETE.value, 10250, - orjson.dumps({"output": ["Extra ", "sample"]}), + msgspec.json.encode({"output": ["Extra ", "sample"]}), ), ("", SessionEvent.TEST_ENDED.value, 10300, b""), ], From f3c6a58b42bca8b929aab0ded2e0e21d4184b0c4 Mon Sep 17 00:00:00 2001 From: Viraat Chandra Date: Mon, 9 Mar 2026 15:54:38 -0700 Subject: [PATCH 07/23] feat: optimize zmq receive (#131) * updates * ci fix --- .../async_utils/transport/zmq/transport.py | 45 ++++++++++++++----- .../async_utils/transport/test_zmq.py | 31 ++++--------- 2 files changed, 44 insertions(+), 32 deletions(-) diff --git a/src/inference_endpoint/async_utils/transport/zmq/transport.py b/src/inference_endpoint/async_utils/transport/zmq/transport.py index 669ecf9d..caf56876 100644 --- a/src/inference_endpoint/async_utils/transport/zmq/transport.py +++ b/src/inference_endpoint/async_utils/transport/zmq/transport.py @@ -95,6 +95,19 @@ class _ZMQSocketConfig: recv_buffer_size: int = 4 * 1024 * 1024 # 4MB send_buffer_size: int = 4 * 1024 * 1024 # 4MB + def apply_recv(self, sock: zmq.Socket) -> None: + """Apply receiver socket options.""" + sock.setsockopt(zmq.LINGER, self.linger) + sock.setsockopt(zmq.RCVHWM, self.high_water_mark) + sock.setsockopt(zmq.RCVBUF, self.recv_buffer_size) + + def apply_send(self, sock: zmq.Socket) -> None: + """Apply sender socket options.""" + sock.setsockopt(zmq.LINGER, self.linger) + sock.setsockopt(zmq.SNDHWM, self.high_water_mark) + sock.setsockopt(zmq.SNDBUF, self.send_buffer_size) + sock.setsockopt(zmq.IMMEDIATE, self.immediate) + class _ZmqReceiverTransport(ReceiverTransport): """ @@ -122,6 +135,8 @@ class _ZmqReceiverTransport(ReceiverTransport): "_waiter", "_closing", "_soon_call", + "_recv_buf", + "_recv_view", ) def __init__( @@ -140,6 +155,13 @@ def __init__( self._closing = False self._soon_call: asyncio.Handle | None = None + # NOTE(vir): + # zmq recv_into with Pre-allocated buffer. + # msgspec can decode in-place, avoiding per-message bytes allocation. + recv_buf_size = sock.getsockopt(zmq.RCVBUF) + self._recv_buf = bytearray(recv_buf_size) + self._recv_view = memoryview(self._recv_buf) + self._loop.add_reader(self._fd, self._on_readable) def _on_readable(self) -> None: @@ -170,10 +192,18 @@ def _on_readable(self) -> None: return count = 0 + recv_buf = self._recv_buf + recv_view = self._recv_view + buf_len = len(recv_buf) try: while True: - data = self._sock.recv(zmq.NOBLOCK, copy=False, track=False) - self._deque.append(self._decoder.decode(data)) + nbytes = self._sock.recv_into(recv_buf, flags=zmq.NOBLOCK) + if nbytes > buf_len: + raise RuntimeError( + f"ZMQ message truncated ({nbytes} > {buf_len} bytes). " + f"Increase recv_buffer_size in _ZMQSocketConfig." + ) + self._deque.append(self._decoder.decode(recv_view[:nbytes])) count += 1 except zmq.Again: # Normal: no more messages @@ -181,7 +211,7 @@ def _on_readable(self) -> None: except zmq.ZMQError as e: if e.errno not in (errno.EAGAIN, errno.EINTR, errno.ENOTSOCK): logger.error(f"ZMQ recv error: {e}") - except Exception as e: + except msgspec.DecodeError as e: logger.error(f"Decode error: {e}") # Wake waiter once after draining (not per message) @@ -402,9 +432,7 @@ def _create_receiver( Configured receiver transport. """ sock = zmq_context.socket(zmq.PULL) - sock.setsockopt(zmq.LINGER, config.linger) - sock.setsockopt(zmq.RCVHWM, config.high_water_mark) - sock.setsockopt(zmq.RCVBUF, config.recv_buffer_size) + config.apply_recv(sock) if bind: sock.bind(address) @@ -429,10 +457,7 @@ def _create_sender( ) -> _ZmqSenderTransport: """Create a ZMQ sender transport.""" sock = zmq_context.socket(zmq.PUSH) - sock.setsockopt(zmq.LINGER, config.linger) - sock.setsockopt(zmq.SNDHWM, config.high_water_mark) - sock.setsockopt(zmq.SNDBUF, config.send_buffer_size) - sock.setsockopt(zmq.IMMEDIATE, config.immediate) + config.apply_send(sock) if bind: sock.bind(address) diff --git a/tests/performance/async_utils/transport/test_zmq.py b/tests/performance/async_utils/transport/test_zmq.py index 72f8792f..ecf9015e 100644 --- a/tests/performance/async_utils/transport/test_zmq.py +++ b/tests/performance/async_utils/transport/test_zmq.py @@ -28,11 +28,11 @@ import msgspec import pytest import uvloop -import zmq from inference_endpoint.async_utils.transport.zmq.context import ManagedZMQContext from inference_endpoint.async_utils.transport.zmq.transport import ( - _ZmqReceiverTransport, - _ZmqSenderTransport, + _create_receiver, + _create_sender, + _ZMQSocketConfig, ) from inference_endpoint.core.types import Query, QueryResult, StreamChunk @@ -44,7 +44,6 @@ TEST_DURATION_SECONDS = 5.0 WARMUP_MESSAGES = 100 -BUFFER_SIZE = 10 * 1024 * 1024 # Payload sizes in chars PAYLOAD_SIZES_CHARS = [32, 128, 512, 1024, 4096, 16384, 32768] @@ -140,27 +139,15 @@ async def benchmark( loop = asyncio.get_running_loop() - with ManagedZMQContext.scoped(io_threads=4) as zmq_ctx: + config = _ZMQSocketConfig() + + with ManagedZMQContext.scoped(io_threads=config.io_threads) as zmq_ctx: with tempfile.TemporaryDirectory(prefix="zmq_") as tmp: addr = f"ipc://{tmp}/bench" - # Sender (main proc perspective) - push = zmq_ctx.socket(zmq.PUSH) - push.setsockopt(zmq.LINGER, -1) - push.setsockopt(zmq.SNDHWM, 0) - push.setsockopt(zmq.SNDBUF, BUFFER_SIZE) - push.setsockopt(zmq.IMMEDIATE, 1) - push.bind(addr) - sender = _ZmqSenderTransport(loop, push, msgspec.msgpack.Encoder()) - - # Receiver (worker proc perspective) - pull = zmq_ctx.socket(zmq.PULL) - pull.setsockopt(zmq.LINGER, -1) - pull.setsockopt(zmq.RCVHWM, 0) - pull.setsockopt(zmq.RCVBUF, BUFFER_SIZE) - pull.connect(addr) - receiver = _ZmqReceiverTransport( - loop, pull, msgspec.msgpack.Decoder(type=msg_type) + sender = _create_sender(loop, addr, zmq_ctx, config, bind=True) + receiver = _create_receiver( + loop, addr, zmq_ctx, config, msg_type, bind=False ) await asyncio.sleep(0.01) From 479f6a8ccef53b2e870e8cd4e7fb822958da7382 Mon Sep 17 00:00:00 2001 From: Viraat Chandra Date: Mon, 9 Mar 2026 16:34:46 -0700 Subject: [PATCH 08/23] feat: msgspec optimizations, docs (#74) * optimize msgspec implementation * precommit * drop old perf test * add sglang tests * updates --- .cursor/rules/msgspec-patterns.mdc | 534 ++++++++++++++++++ src/inference_endpoint/core/types.py | 59 +- src/inference_endpoint/openai/types.py | 53 +- src/inference_endpoint/sglang/types.py | 20 +- .../test_http_client_performance_single.py | 523 ----------------- tests/performance/openai/__init__.py | 14 + tests/performance/openai/test_adapter.py | 109 ++++ .../openai/test_msgspec_adapter.py | 109 ++++ tests/performance/openai/test_types.py | 173 ++++++ tests/performance/sglang/__init__.py | 14 + .../performance/sglang/test_sglang_adapter.py | 121 ++++ tests/performance/test_types.py | 85 +++ 12 files changed, 1269 insertions(+), 545 deletions(-) create mode 100644 .cursor/rules/msgspec-patterns.mdc delete mode 100644 tests/performance/endpoint_client/test_http_client_performance_single.py create mode 100644 tests/performance/openai/__init__.py create mode 100644 tests/performance/openai/test_adapter.py create mode 100644 tests/performance/openai/test_msgspec_adapter.py create mode 100644 tests/performance/openai/test_types.py create mode 100644 tests/performance/sglang/__init__.py create mode 100644 tests/performance/sglang/test_sglang_adapter.py create mode 100644 tests/performance/test_types.py diff --git a/.cursor/rules/msgspec-patterns.mdc b/.cursor/rules/msgspec-patterns.mdc new file mode 100644 index 00000000..fa637ea9 --- /dev/null +++ b/.cursor/rules/msgspec-patterns.mdc @@ -0,0 +1,534 @@ +--- +description: python performance critical code ; python msgspec usage guide +alwaysApply: false +--- +## 2. Use Structs for Structured Data + +**Rule:** Always prefer `msgspec.Struct` over `dict`, `dataclasses`, or `attrs` for structured data with a known schema. + +**Why:** Structs are 5-60x faster for common operations and are optimized for encoding/decoding. + +```python +# BAD: Using dict or dataclass +from dataclasses import dataclass + +@dataclass +class UserBad: + name: str + email: str + age: int + +# GOOD: Using msgspec. Struct +import msgspec + +class User(msgspec. Struct): + name: str + email: str + age: int + +# Usage +user = User(name="alice", email="alice@example.com", age=30) +data = msgspec.json.encode(user) +decoded = msgspec.json.decode(data, type=User) +``` + +--- + +## 3. Omit Default Values + +**Rule:** Set `omit_defaults=True` on Struct definitions when default values are known on both encoding and decoding ends. + +**Why:** Reduces encoded message size and improves both encoding and decoding performance. + +```python +# BAD: Encoding all fields including defaults +class ConfigBad(msgspec.Struct): + host: str = "localhost" + port: int = 8080 + debug: bool = False + timeout: int = 30 + +# GOOD: Omit default values +class Config(msgspec. Struct, omit_defaults=True): + host: str = "localhost" + port: int = 8080 + debug: bool = False + timeout: int = 30 + +# Only non-default values are encoded +config = Config(host="production.example.com") +data = msgspec.json.encode(config) +# Result: b'{"host":"production.example.com"}' instead of full object +``` + +--- + +## 4. Avoid Decoding Unused Fields + +**Rule:** Define smaller "view" Struct types that only contain the fields you actually need. + +**Why:** msgspec skips decoding fields not defined in your Struct, reducing allocations and CPU time. + +```python +# BAD: Decoding entire large object when you only need a few fields +class FullTweet(msgspec. Struct): + id: int + id_str: str + full_text: str + user: dict + entities: dict + extended_entities: dict + retweet_count: int + favorite_count: int + # ... many more fields + +# GOOD: Define minimal structs for your use case +class User(msgspec. Struct): + name: str + +class TweetView(msgspec.Struct): + user: User + full_text: str + favorite_count: int + +# Only these 3 fields are decoded, rest is skipped +tweet = msgspec.json.decode(large_json_response, type=TweetView) +print(tweet.user. name) # Access only what you need +``` + +--- + +## 5. Use encode_into for Buffer Reuse + +**Rule:** Compare and try-use `Encoder.encode_into()` with a pre-allocated `bytearray` in hot loops instead of `encode()`. + +**Why:** Avoids allocating a new `bytes` object for each encode operation. + +```python +# BAD: New bytes object allocated for each message +def send_messages_bad(socket, msgs): + encoder = msgspec.msgpack.Encoder() + for msg in msgs: + data = encoder.encode(msg) # New bytes object each time + socket. sendall(data) + +# POSSIBLY-GOOD ALWAYS MEASURE: Reuse a buffer +def send_messages_good(socket, msgs): + encoder = msgspec.msgpack.Encoder() + buffer = bytearray(1024) # Pre-allocate once + + for msg in msgs: + n = encoder.encode_into(msg, buffer) # Reuse buffer + socket.sendall(memoryview(buffer)[:n]) # Send only encoded bytes +``` + +--- + +## 6. Line-Delimited JSON (NDJSON) + +**Rule:** Compare and try use `encode_into()` with `buffer.extend()` for line-delimited JSON to avoid copies. + +**Why:** Avoids unnecessary copying when appending newlines to JSON messages. + +```python +# BAD: Unnecessary copy with string concatenation +def write_ndjson_bad(file, messages): + for msg in messages: + json_msg = msgspec. json.encode(msg) + full_payload = json_msg + b'\n' # Creates a copy + file. write(full_payload) + +# POSSIBLY-GOOD ALWAYS MEASURE: Zero-copy with encode_into +def write_ndjson_good(file, messages): + encoder = msgspec.json.Encoder() + buffer = bytearray(64) # Pre-allocate with reasonable size + + for msg in messages: + n = encoder.encode_into(msg, buffer) + file.write(memoryview(buffer)[:n]) # Write only encoded bytes + file.write(b"\n") +``` + +--- + +## 7. Length-Prefix Framing + +**Rule:** Use `encode_into()` with an offset for length-prefix framing. + +**Why:** Efficiently prepends message length without extra copies. + +```python +import msgspec + +def send_length_prefixed(socket, msg): + encoder = msgspec.msgpack.Encoder() + buffer = bytearray(64) + + # Encode into buffer, leaving 4 bytes at front for length prefix + n = encoder.encode_into(msg, buffer, 4) + + # Write message length as 4-byte big-endian integer at the start + buffer[:4] = n.to_bytes(4, "big") + + socket.sendall(memoryview(buffer)[:4 + n]) + +async def prefixed_send(stream, buffer: bytes) -> None: + """Write a length-prefixed buffer to an async stream""" + prefix = len(buffer).to_bytes(4, "big") + stream.write(prefix) + stream.write(buffer) + await stream.drain() + +async def prefixed_recv(stream) -> bytes: + """Read a length-prefixed buffer from an async stream""" + prefix = await stream.readexactly(4) + n = int.from_bytes(prefix, "big") + return await stream.readexactly(n) +``` + +--- + +## 8. Use MessagePack Instead of JSON + +**Rule:** Consider using `msgspec.msgpack` instead of `msgspec.json` for internal APIs. + +**Why:** MessagePack is a more compact binary format and can be more performant than JSON. + +```python +import msgspec + +class Event(msgspec. Struct): + type: str + data: dict + timestamp: float + +# Use MessagePack for internal service communication +encoder = msgspec.msgpack.Encoder() +decoder = msgspec.msgpack. Decoder(Event) + +event = Event(type="user_login", data={"user_id": 123}, timestamp=1703424000.0) +packed = encoder.encode(event) # More compact than JSON +decoded = decoder.decode(packed) +``` + +--- + +## 9. Use gc=False for Long-Lived Objects + +**Rule:** Set `gc=False` on Struct types that will never participate in reference cycles and are long-lived. + +**Why:** Reduces garbage collector overhead and pause times by up to 75x. + +### What is gc=False? + +The `gc=False` option tells Python's garbage collector to never track instances of that Struct type. +By default, Python's cyclic garbage collector tracks objects that could potentially participate in reference cycles. +When you set `gc=False`, you're telling msgspec: "I guarantee these objects will never be part of a reference cycle, so don't bother tracking them." + +### Performance Impact + +Key takeaways: +- `gc=False` reduces GC pause time by 75x compared to standard classes +- `gc=False` saves 16 bytes per instance (no GC header needed) +- Regular msgspec structs are already 6x faster for GC than standard classes + +### When to Use gc=False + +Use `gc=False` when: +- You're allocating a large number of Struct objects at once (e.g., decoding a large JSON response with thousands of items) +- You have long-lived Struct objects in memory (e.g., a large cache of data objects) +- Your Struct only contains scalar/primitive values (ints, floats, strings, bools, bytes) +- You are 100% certain the Struct will NEVER participate in a reference cycle + +DO NOT use `gc=False` when: +- Your Struct contains references to itself or other Structs (potential cycles) +- Your Struct is part of a parent-child relationship where parent references child and child references parent +- You're unsure whether cycles could occur + +ALWAYS MEASURE performance impact. + +### Decision Tree: Should I Use gc=False? + +``` +Should I use gc=False? +| ++-- Does your Struct only contain scalar types (int, float, str, bool, bytes)? +| +-- YES --> SAFE to use gc=False +| ++-- Does your Struct contain lists/dicts but YOU control what goes in them? +| +-- Will you EVER put the struct itself (or a parent) into those containers? +| +-- NO --> Probably safe, but test carefully +| +-- YES/MAYBE --> Do NOT use gc=False +| ++-- Does your Struct have a reference to another Struct of the same type? +| +-- YES --> Do NOT use gc=False (e.g., tree nodes, linked lists) +| ++-- Is your Struct part of a parent-child bidirectional relationship? +| +-- YES --> Do NOT use gc=False +| ++-- When in doubt --> Do NOT use gc=False +``` + +### Examples + +```python +# SAFE: Simple data objects with only scalar values +class Point(msgspec. Struct, gc=False): + x: float + y: float + z: float + +class LogEntry(msgspec. Struct, gc=False): + timestamp: float + level: str + message: str + source: str + +class CacheEntry(msgspec.Struct, gc=False): + key: str + value: str + ttl: int + created_at: float + +# SAFE: Structs containing only tuples of scalars +class Package(msgspec. Struct, gc=False): + name: str + version: str + depends: tuple[str, ...] # immutable tuple of strings + size: int + +# UNSAFE: Self-referential structures - DO NOT use gc=False +class TreeNode(msgspec. Struct): # NO gc=False here! + value: int + children: list["TreeNode"] + parent: "TreeNode | None" = None +``` + +### Real-World Example: Decoding Large JSON + +```python +import msgspec +from typing import Union + +# When decoding large JSON files (like package repositories), +# gc=False significantly improves performance +class Package(msgspec. Struct, gc=False): + build: str + build_number: int + depends: tuple[str, ...] # Use tuple, not list - immutable + md5: str + name: str + sha256: str + subdir: str + version: str + license: str = "" + noarch: Union[str, bool, None] = None + size: int = 0 + timestamp: int = 0 + +class RepoData(msgspec. Struct, gc=False): + repodata_version: int + info: dict + packages: dict[str, Package] + removed: tuple[str, ...] # Use tuple, not list + +# Create a typed decoder for maximum performance +decoder = msgspec.json.Decoder(RepoData) + +def load_repo_data(path: str) -> RepoData: + with open(path, "rb") as f: + return decoder.decode(f.read()) +``` + +## 10. Use array_like=True for Maximum Performance + +**Rule:** Set `array_like=True` when both ends know the field schema and you need maximum performance. + +**Why:** Encodes structs as arrays instead of objects, removing field names from the message. + +```python +# Standard encoding includes field names +class PointStandard(msgspec. Struct): + x: float + y: float + z: float + +# Encodes as: b'{"x": 1.0,"y":2.0,"z":3.0}' + +# Array-like encoding removes field names +class Point(msgspec. Struct, array_like=True): + x: float + y: float + z: float + +point = Point(1.0, 2.0, 3.0) +data = msgspec.json.encode(point) +# Result: b'[1.0,2.0,3.0]' - smaller and faster + +decoded = msgspec.json.decode(data, type=Point) +# Works correctly: Point(x=1.0, y=2.0, z=3.0) +``` + +--- + +## 11. Tagged Unions for Polymorphic Types + +**Rule:** Use `tag=True` on Struct types when handling multiple message types in a single union. + +**Why:** Enables efficient discrimination between types during decoding. + +```python +import msgspec + +# Define request types with tagging +class GetRequest(msgspec. Struct, tag=True): + key: str + +class PutRequest(msgspec.Struct, tag=True): + key: str + value: str + +class DeleteRequest(msgspec.Struct, tag=True): + key: str + +class ListRequest(msgspec.Struct, tag=True): + prefix: str = "" + +# Union type for all requests +Request = GetRequest | PutRequest | DeleteRequest | ListRequest + +# Single decoder handles all types +decoder = msgspec.msgpack.Decoder(Request) + +# Decoding automatically determines the correct type +data = msgspec.msgpack.encode(PutRequest(key="foo", value="bar")) +request = decoder.decode(data) + +match request: + case GetRequest(key): + print(f"Get: {key}") + case PutRequest(key, value): + print(f"Put: {key}={value}") + case DeleteRequest(key): + print(f"Delete: {key}") + case ListRequest(prefix): + print(f"List: {prefix}") +``` + +--- + +## 12. Use Struct Configuration Options + +**Rule:** Combine Struct options for cleaner, more robust code. + +```python +import msgspec + +class Base( + msgspec. Struct, + omit_defaults=True, # Don't encode default values + forbid_unknown_fields=True, # Error on unknown fields (good for config files) + rename="kebab", # Use kebab-case in JSON (my_field -> my-field) +): + """Base class with common configuration.""" + pass + +class ServerConfig(Base): + host: str = "localhost" + port: int = 8080 + max_connections: int = 100 + enable_ssl: bool = False + +# Decodes kebab-case JSON: {"host": "prod", "max-connections": 500} +config = msgspec.json.decode( + b'{"host":"prod","max-connections": 500}', + type=ServerConfig +) +# Result: ServerConfig(host='prod', port=8080, max_connections=500, enable_ssl=False) +``` + +--- + +## 13. TOML Configuration Files + +**Rule:** Use msgspec for parsing pyproject.toml and other TOML config files with validation. + +```python +import msgspec +from typing import Any + +class BuildSystem(msgspec. Struct, omit_defaults=True, rename="kebab"): + requires: list[str] = [] + build_backend: str | None = None + +class Project(msgspec. Struct, omit_defaults=True, rename="kebab"): + name: str | None = None + version: str | None = None + description: str | None = None + requires_python: str | None = None + dependencies: list[str] = [] + +class PyProject(msgspec. Struct, omit_defaults=True, rename="kebab"): + build_system: BuildSystem | None = None + project: Project | None = None + tool: dict[str, dict[str, Any]] = {} + +def load_pyproject(path: str) -> PyProject: + with open(path, "rb") as f: + return msgspec.toml.decode(f.read(), type=PyProject) +``` + +## Common Patterns + +### API Response Handler + +```python +import msgspec +from typing import TypeVar, Generic + +T = TypeVar('T') + +class APIResponse(msgspec. Struct, Generic[T], omit_defaults=True): + data: T | None = None + error: str | None = None + status: int = 200 + +class User(msgspec. Struct): + id: int + name: str + email: str + +# Create typed decoder for specific response type +user_response_decoder = msgspec. json.Decoder(APIResponse[User]) + +def parse_user_response(raw: bytes) -> APIResponse[User]: + return user_response_decoder.decode(raw) +``` + +## Struct Configuration Options Summary + +| Option | Description | Default | +|--------|-------------|---------| +| `omit_defaults` | Omit fields with default values when encoding | `False` | +| `forbid_unknown_fields` | Error on unknown fields when decoding | `False` | +| `frozen` | Make instances immutable and hashable | `False` | +| `order` | Generate ordering methods (`__lt__`, etc.) | `False` | +| `eq` | Generate equality methods | `True` | +| `kw_only` | Make all fields keyword-only | `False` | +| `tag` | Enable tagged union support | `None` | +| `tag_field` | Field name for the tag | `"type"` | +| `rename` | Rename fields for encoding/decoding | `None` | +| `array_like` | Encode/decode as arrays instead of objects | `False` | +| `gc` | Enable garbage collector tracking | `True` | +| `weakref` | Enable weak reference support | `False` | +| `dict` | Add `__dict__` attribute | `False` | +| `cache_hash` | Cache the hash value | `False` | + +--- + +## References + +- Official Documentation: https://jcristharif.com/msgspec/ +- Performance Tips: https://jcristharif.com/msgspec/perf-tips.html +- Structs Documentation: https://jcristharif.com/msgspec/structs.html +- GC Configuration: https://jcristharif.com/msgspec/structs.html#struct-gc diff --git a/src/inference_endpoint/core/types.py b/src/inference_endpoint/core/types.py index c02553da..1dbf4257 100644 --- a/src/inference_endpoint/core/types.py +++ b/src/inference_endpoint/core/types.py @@ -52,7 +52,14 @@ class QueryStatus(Enum): _OUTPUT_RESULT_TYPE = str | tuple[str, ...] | _OUTPUT_DICT_TYPE | None -class Query(msgspec.Struct, kw_only=True): # type: ignore[call-arg] +class Query( + msgspec.Struct, + frozen=True, + kw_only=True, + array_like=True, + omit_defaults=True, + gc=False, +): # type: ignore[call-arg] """Represents a single inference query to be sent to an endpoint. A Query encapsulates all information needed to make an HTTP request to @@ -72,6 +79,17 @@ class Query(msgspec.Struct, kw_only=True): # type: ignore[call-arg] ... data={"prompt": "Hello", "model": "Qwen/Qwen3-8B", "max_tokens": 100}, ... headers={"Authorization": "Bearer token123"}, ... ) + + Note: + gc=False: Safe because data/headers are simple key-value pairs without cycles. + Do NOT store self-referential or cyclic structures in data/headers fields. + + array_like=True: Encodes as array instead of object (e.g., ["id", {...}, {...}, 0.0] + instead of {"id": ..., "data": ..., ...}). Provides ~6-50% size reduction and + ~6-29% ser/des speedup for ZMQ transport depending on payload size. + + omit_defaults=True: Fields with default values are omitted during encoding, + further reducing message size for queries with empty headers. """ id: str = msgspec.field(default_factory=lambda: str(uuid.uuid4())) @@ -80,7 +98,15 @@ class Query(msgspec.Struct, kw_only=True): # type: ignore[call-arg] created_at: float = msgspec.field(default_factory=time.time) -class QueryResult(msgspec.Struct, tag="query_result", kw_only=True, frozen=True): # type: ignore[call-arg] +class QueryResult( + msgspec.Struct, + tag="query_result", + kw_only=True, + frozen=True, + array_like=True, + omit_defaults=True, + gc=False, +): # type: ignore[call-arg] """Result of a completed inference query. Represents the outcome of processing a Query, including the response text, @@ -106,6 +132,15 @@ class QueryResult(msgspec.Struct, tag="query_result", kw_only=True, frozen=True) Note: The completed_at field is intentionally set internally to prevent benchmark result manipulation. Users must not override this timestamp. + + gc=False: Safe because metadata contains only scalar key-value pairs. + Do NOT store cyclic references in metadata or response_output fields. + + omit_defaults=True: Fields with static defaults (ie. those NOT using default_factory) + are omitted if value equals default. + + array_like=True: Encodes as array instead of object (e.g. ["id", "chunk", false, {}] + instead of {"id": ..., "response_chunk": ..., ...}). Reduces payload size. """ id: str = "" @@ -154,7 +189,15 @@ def get_response_output_string(self) -> str: return "" -class StreamChunk(msgspec.Struct, tag="stream_chunk", kw_only=True): # type: ignore[call-arg] +class StreamChunk( + msgspec.Struct, + tag="stream_chunk", + frozen=True, + kw_only=True, + array_like=True, + omit_defaults=True, + gc=False, +): # type: ignore[call-arg] """A single chunk from a streaming inference response. Streaming responses are sent incrementally as the model generates text. @@ -174,6 +217,16 @@ class StreamChunk(msgspec.Struct, tag="stream_chunk", kw_only=True): # type: ig Streaming "Hello World" might produce: >>> StreamChunk(id="q1", response_chunk="Hello", is_complete=False) >>> StreamChunk(id="q1", response_chunk=" World", is_complete=True) + + Note: + gc=False: Safe because metadata contains only scalar key-value pairs. + Do NOT store cyclic references in metadata field. + + omit_defaults=True: Fields with static defaults (ie. those NOT using default_factory) + are omitted if value equals default. + + array_like=True: Encodes as array instead of object (e.g. ["id", "chunk", false, {}] + instead of {"id": ..., "response_chunk": ..., ...}). Reduces payload size. """ id: str = "" diff --git a/src/inference_endpoint/openai/types.py b/src/inference_endpoint/openai/types.py index c42efe76..c74dd20d 100644 --- a/src/inference_endpoint/openai/types.py +++ b/src/inference_endpoint/openai/types.py @@ -24,32 +24,45 @@ # ============================================================================ -class SSEDelta(msgspec.Struct): +# NOTE(vir): msgspec usage +# omit_defaults=True: Fields with static defaults are omitted if value equals default (ie those not using default_factory) +# gc=False: Safe for request/response structs with scalar and nested struct fields only. +# frozen=True: Makes structs immutable and hashable, also enables faster struct decoding +# (direct attribute access via fixed memory offset vs hash table lookup) + + +class SSEDelta(msgspec.Struct, frozen=True, kw_only=True, omit_defaults=True, gc=False): # type: ignore[call-arg] """SSE delta object containing content.""" content: str = "" reasoning: str = "" -class SSEChoice(msgspec.Struct): +class SSEChoice( + msgspec.Struct, frozen=True, kw_only=True, omit_defaults=True, gc=False +): # type: ignore[call-arg] """SSE choice object containing delta.""" - delta: SSEDelta = msgspec.field(default_factory=SSEDelta) + delta: SSEDelta | None = None finish_reason: str | None = None -class SSEMessage(msgspec.Struct): +class SSEMessage( + msgspec.Struct, frozen=True, kw_only=True, omit_defaults=True, gc=False +): # type: ignore[call-arg] """SSE message structure for OpenAI streaming responses.""" - choices: list[SSEChoice] = msgspec.field(default_factory=list) + choices: tuple[SSEChoice, ...] = () # ============================================================================ -# OpenAI Chat Completion Types (msgspec-based) +# OpenAI Chat Completion Types # ============================================================================ -class ChatMessage(msgspec.Struct, kw_only=True, omit_defaults=True): # type: ignore[call-arg] +class ChatMessage( + msgspec.Struct, frozen=True, kw_only=True, omit_defaults=True, gc=False +): # type: ignore[call-arg] """Chat message in OpenAI format.""" role: str @@ -57,7 +70,9 @@ class ChatMessage(msgspec.Struct, kw_only=True, omit_defaults=True): # type: ig name: str | None = None -class ChatCompletionRequest(msgspec.Struct, kw_only=True, omit_defaults=True): # type: ignore[call-arg] +class ChatCompletionRequest( + msgspec.Struct, frozen=True, kw_only=True, omit_defaults=True, gc=False +): # type: ignore[call-arg] """OpenAI chat completion request.""" model: str @@ -77,7 +92,9 @@ class ChatCompletionRequest(msgspec.Struct, kw_only=True, omit_defaults=True): chat_template: str | None = None -class ChatCompletionResponseMessage(msgspec.Struct, kw_only=True, omit_defaults=True): # type: ignore[call-arg] +class ChatCompletionResponseMessage( + msgspec.Struct, frozen=True, kw_only=True, omit_defaults=True, gc=False +): # type: ignore[call-arg] """Response message from OpenAI.""" role: str @@ -85,7 +102,9 @@ class ChatCompletionResponseMessage(msgspec.Struct, kw_only=True, omit_defaults= refusal: str | None = None -class ChatCompletionChoice(msgspec.Struct, kw_only=True, omit_defaults=True): # type: ignore[call-arg] +class ChatCompletionChoice( + msgspec.Struct, frozen=True, kw_only=True, omit_defaults=True, gc=False +): # type: ignore[call-arg] """A single choice in the completion response.""" index: int @@ -93,7 +112,9 @@ class ChatCompletionChoice(msgspec.Struct, kw_only=True, omit_defaults=True): # finish_reason: str | None -class CompletionUsage(msgspec.Struct, kw_only=True, omit_defaults=True): # type: ignore[call-arg] +class CompletionUsage( + msgspec.Struct, frozen=True, kw_only=True, omit_defaults=True, gc=False +): # type: ignore[call-arg] """Token usage statistics.""" prompt_tokens: int @@ -101,8 +122,14 @@ class CompletionUsage(msgspec.Struct, kw_only=True, omit_defaults=True): # type total_tokens: int -class ChatCompletionResponse(msgspec.Struct, kw_only=True, omit_defaults=True): # type: ignore[call-arg] - """OpenAI chat completion response (msgspec version).""" +class ChatCompletionResponse( + msgspec.Struct, + frozen=True, + kw_only=True, + omit_defaults=False, + gc=False, +): # type: ignore[call-arg] + """OpenAI chat completion response.""" id: str object: str = "chat.completion" diff --git a/src/inference_endpoint/sglang/types.py b/src/inference_endpoint/sglang/types.py index 65dc2662..9e75b3a4 100644 --- a/src/inference_endpoint/sglang/types.py +++ b/src/inference_endpoint/sglang/types.py @@ -26,7 +26,9 @@ # ============================================================================ -class SamplingParams(msgspec.Struct, kw_only=True, omit_defaults=True): # type: ignore[call-arg] +class SamplingParams( + msgspec.Struct, frozen=True, kw_only=True, omit_defaults=True, gc=False +): # type: ignore[call-arg] max_new_tokens: int = 32768 """int: Maximum number of tokens to generate per request (1-32768)""" @@ -37,16 +39,18 @@ class SamplingParams(msgspec.Struct, kw_only=True, omit_defaults=True): # type: """int: Top-k sampling (number of highest probability tokens to consider). -1 = disable""" top_p: float = 1.0 - """float: Top-p/nucleus sampling (cumulative probability threshold). 0.0-1.0, typically 1.0 for no filterin""" + """float: Top-p/nucleus sampling (cumulative probability threshold). 0.0-1.0, typically 1.0 for no filtering""" -class SGLangGenerateRequest(msgspec.Struct, kw_only=True, omit_defaults=True): # type: ignore[call-arg] +class SGLangGenerateRequest( + msgspec.Struct, frozen=True, kw_only=True, omit_defaults=True, gc=False +): # type: ignore[call-arg] input_ids: list[int] sampling_params: SamplingParams stream: bool -class MetaInfo(msgspec.Struct, kw_only=True, omit_defaults=True): # type: ignore[call-arg] +class MetaInfo(msgspec.Struct, frozen=True, kw_only=True, omit_defaults=True, gc=False): # type: ignore[call-arg] id: str finish_reason: dict[str, Any] prompt_tokens: int @@ -57,13 +61,17 @@ class MetaInfo(msgspec.Struct, kw_only=True, omit_defaults=True): # type: ignor e2e_latency: float -class SGLangGenerateResponse(msgspec.Struct, kw_only=True, omit_defaults=True): # type: ignore[call-arg] +class SGLangGenerateResponse( + msgspec.Struct, frozen=True, kw_only=True, omit_defaults=True, gc=False +): # type: ignore[call-arg] text: str output_ids: list[int] meta_info: MetaInfo -class SGLangSSEDelta(msgspec.Struct): +class SGLangSSEDelta( + msgspec.Struct, frozen=True, kw_only=True, omit_defaults=True, gc=False +): # type: ignore[call-arg] text: str = "" token_delta: list[int] = msgspec.field(default_factory=list) total_completion_tokens: int = 0 diff --git a/tests/performance/endpoint_client/test_http_client_performance_single.py b/tests/performance/endpoint_client/test_http_client_performance_single.py deleted file mode 100644 index 86267391..00000000 --- a/tests/performance/endpoint_client/test_http_client_performance_single.py +++ /dev/null @@ -1,523 +0,0 @@ -# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. -# SPDX-License-Identifier: Apache-2.0 -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -"""Performance stress tests for HTTPEndpointClient with single worker.""" - -import logging -import random -import uuid -from pathlib import Path - -import pytest -from inference_endpoint import metrics -from inference_endpoint.config.runtime_settings import RuntimeSettings -from inference_endpoint.config.schema import LoadPattern, LoadPatternType -from inference_endpoint.dataset_manager.dataset import Dataset -from inference_endpoint.endpoint_client.http_sample_issuer import HttpClientSampleIssuer -from inference_endpoint.load_generator.scheduler import ( - MaxThroughputScheduler, - PoissonDistributionScheduler, - WithoutReplacementSampleOrder, -) -from inference_endpoint.load_generator.session import BenchmarkSession -from inference_endpoint.metrics.reporter import MetricsReporter, TPOTReportingMode - -from tests.test_helpers import create_test_query - -logger = logging.getLogger(__name__) - -# ============================================================================= -# PERFORMANCE TARGETS - Single worker configuration -# Streaming uses Poisson scheduling (server mode), Offline uses max throughput -# ============================================================================= - -PERFORMANCE_CONFIG = { - # Test parameters - "warmup_requests": 100, - "test_duration_ms": 5000, # 5 seconds - "default_message_size": 1000, # 1k characters - # Target QPS thresholds (single worker) - # Streaming: server mode with Poisson scheduling to simulate realistic load - # Offline: max throughput mode to stress test the system - # TODO(vir): offload and optimize echo-server - "streaming_target_qps": 350, - "offline_target_qps": 1500, - # Test across multiple message sizes to validate consistent performance - # TODO(vir): use msgpack/structs for serialization - "message_sizes": [100, 500], - # Pass/fail criteria - "required_success_rate_percent": 100, - "target_qps_tolerance": 0.90, # Must achieve 90% of target QPS - "latency_degradation_tolerance": 1.10, # P99 latency can't degrade >10% across message sizes -} - - -# Helper dataloader for Query objects -class QueryDataLoader(Dataset): - """Dataloader that extracts .data from Query objects.""" - - def __init__(self, queries): - super().__init__(None) - self.queries = queries - self.n_samples = len(queries) - - def load(self): - pass - - def num_samples(self) -> int: - return self.n_samples - - def load_sample(self, sample_index: int): - assert 0 <= sample_index < self.n_samples - return self.queries[sample_index].data - - -# ============================================================================= -# TEST RUNNER HELPERS -# ============================================================================= - - -class ApproximatedTokenizer: - def tokenize(self, text: str) -> list[str]: - """Gives an approximation of the tokens by just splitting into words.""" - return text.split(" ") - - -def run_performance_test( - http_client, - target_qps: float, - duration_ms: int, - message_size: int, - stream: bool, - num_samples: int = 100, -) -> dict: - """Run a performance test and return metrics summary. - - Uses PoissonDistributionScheduler for streaming mode to simulate - realistic server load, and MaxThroughputScheduler for offline mode to stress test - maximum throughput. - - Args: - http_client: The HTTP client to test - target_qps: Target queries per second - duration_ms: Test duration in milliseconds - message_size: Size of messages in characters - stream: Whether to use streaming mode (uses Poisson scheduler if True, max throughput if False) - num_samples: Number of samples in the dataset - - Returns: - Dictionary containing performance metrics summary - """ - # Create test queries - queries = [ - create_test_query(prompt_size=message_size, stream=stream) - for _ in range(num_samples) - ] - - # Create dataloader - dataloader = QueryDataLoader(queries) - dataloader.load() - - # Determine load pattern based on stream mode - load_pattern_type = ( - LoadPatternType.POISSON if stream else LoadPatternType.MAX_THROUGHPUT - ) - load_pattern = LoadPattern( - type=load_pattern_type, - target_qps=target_qps if stream else None, - target_concurrency=None, - ) - - # Create runtime settings - rt_settings = RuntimeSettings( - metric_target=metrics.Throughput(target_qps), - reported_metrics=[metrics.Throughput(target_qps)], - min_duration_ms=duration_ms, - max_duration_ms=duration_ms * 2, - n_samples_from_dataset=num_samples, - n_samples_to_issue=None, # Run until duration - min_sample_count=num_samples, - rng_sched=random.Random(1234), - rng_sample_index=random.Random(1234), - load_pattern=load_pattern, - ) - - # Choose scheduler based on mode: - # - Streaming (server mode): Use Poisson scheduler to simulate realistic load arrival - # - Offline: Use max throughput scheduler to stress test the system - if stream: - sched_cls: type[PoissonDistributionScheduler] | type[MaxThroughputScheduler] = ( - PoissonDistributionScheduler - ) - else: - sched_cls = MaxThroughputScheduler - scheduler = sched_cls(rt_settings, WithoutReplacementSampleOrder) - - tokenizer = ApproximatedTokenizer() - - # Create sample issuer - sample_issuer = HttpClientSampleIssuer(http_client) - - try: - # Start benchmark session with metrics-tracking sample factory - # MetricsSampleFactory will store itself in _latest_instance for retrieval - session = BenchmarkSession.start( - rt_settings, - dataloader, - sample_issuer, - scheduler, - name=f"perf_test_{stream}_{target_qps}qps_{uuid.uuid4().hex}", - tokenizer_override=tokenizer, - ) - - events_db_path = session.event_recorder.connection_name - - # Wait for test to complete - session.wait_for_test_end() - finally: - # Shutdown - sample_issuer.shutdown() - - # Get summary of metrics - assert Path(events_db_path).exists() - - # Adhere to same summary interface as old tests - with MetricsReporter(events_db_path) as reporter: - stats = reporter.get_sample_statuses() - ttft_stats = reporter.derive_TTFT() - sample_latency_stats = reporter.derive_sample_latency() - tpot_stats = reporter.derive_TPOT( - tokenizer, - ttft_rollup=ttft_stats, - sample_latency_rollup=sample_latency_stats, - reporting_mode=TPOTReportingMode.REQUEST_WEIGHTED, - ) - test_duration = reporter.derive_duration() - - test_qps = stats["total_sent"] / (test_duration / 1e9) - - # Calculate "True" issue QPS based on sample latencies - total_issue_time = sum( - metric_row.metric_value for metric_row in sample_latency_stats - ) - issue_qps = stats["total_sent"] / (total_issue_time / 1e9) - - return { - "total_issued": stats["total_sent"], - "duration_ns": test_duration, - "qps": test_qps, - "issue_qps": issue_qps, - "latencies": { - "sample_latency_p99": sample_latency_stats.percentile(99), - "ttft_p99": ttft_stats.percentile(99) if stream else 0.0, - "tpot_p99": tpot_stats.percentile(99) if tpot_stats else 0.0, - }, - } - - -def assert_performance_requirements( - summary: dict, - target_qps: float, - mode: str, - message_size: int | None = None, -): - """Assert that performance meets requirements. - - Args: - summary: Metrics summary from run_performance_test - target_qps: Target queries per second - mode: "streaming" or "offline" - message_size: Optional message size for better error messages - """ - achieved_qps = summary["qps"] - assert achieved_qps is not None and isinstance(achieved_qps, float) - issued_qps = summary["issue_qps"] - assert issued_qps is not None and isinstance(issued_qps, float) - min_achievement = PERFORMANCE_CONFIG["target_qps_tolerance"] - assert min_achievement is not None and isinstance(min_achievement, float) - - # Log results - size_info = f" (size={message_size} characters)" if message_size else "" - logger.info( - f"{mode.capitalize()}{size_info}: Target={target_qps} QPS, " - f"Achieved={achieved_qps:.2f} QPS" - + ( - f", P99={summary['latencies']['sample_latency_p99']:.3f}s" - if "latencies" in summary - else "" - ) - ) - - # Assert QPS - size_msg = f" at message size {message_size} characters" if message_size else "" - if achieved_qps < target_qps * min_achievement: - if issued_qps < target_qps * min_achievement: - raise AssertionError( - f"Failed to achieve {min_achievement*100:.0f}% of target {target_qps} QPS{size_msg} " - f"(got {achieved_qps:.2f}, issued {issued_qps:.2f})" - ) - else: - logger.warning( - f"Failed to achieve {min_achievement*100:.0f}% of target {target_qps} QPS{size_msg} " - f"(got {achieved_qps:.2f}, but redeemed by issued qps {issued_qps:.2f})" - ) - - -@pytest.mark.timeout(0) # Disable timeout for all performance tests -class TestHTTPClientPerformanceSingleWorker: - """Performance tests for HTTPEndpointClient (single worker). - - Streaming tests use PoissonDistributionScheduler to simulate - realistic server load patterns. Offline tests use MaxThroughputScheduler to - measure maximum sustainable throughput. - """ - - # ========================================================================= - # 1. BASELINE PERFORMANCE TESTS - # ========================================================================= - - @pytest.mark.performance - @pytest.mark.xdist_group(name="serial_performance") - def test_streaming_baseline_performance(self, http_client): - """Test streaming mode performance with Poisson-distributed load (server mode).""" - summary = run_performance_test( - http_client, - target_qps=PERFORMANCE_CONFIG["streaming_target_qps"], - duration_ms=PERFORMANCE_CONFIG["test_duration_ms"], - message_size=PERFORMANCE_CONFIG["default_message_size"], - stream=True, - ) - # Always print achieved QPS prominently - print(f"\n{'='*70}") - print( - f"STREAMING BASELINE: Achieved {summary['qps']:.2f} QPS (target: {PERFORMANCE_CONFIG['streaming_target_qps']} QPS)" - ) - print(f"{'='*70}\n") - assert_performance_requirements( - summary, - target_qps=PERFORMANCE_CONFIG["streaming_target_qps"], - mode="streaming", - ) - - @pytest.mark.performance - @pytest.mark.xdist_group(name="serial_performance") - def test_offline_baseline_performance(self, http_client): - """Stress test offline mode at maximum throughput (no rate limiting).""" - summary = run_performance_test( - http_client, - target_qps=PERFORMANCE_CONFIG["offline_target_qps"], - duration_ms=PERFORMANCE_CONFIG["test_duration_ms"], - message_size=PERFORMANCE_CONFIG["default_message_size"], - stream=False, - ) - # Always print achieved QPS prominently - print(f"\n{'='*70}") - print( - f"OFFLINE BASELINE: Achieved {summary['qps']:.2f} QPS (target: {PERFORMANCE_CONFIG['offline_target_qps']} QPS)" - ) - print(f"{'='*70}\n") - assert_performance_requirements( - summary, - target_qps=PERFORMANCE_CONFIG["offline_target_qps"], - mode="offline", - ) - - # ========================================================================= - # 2. THROUGHPUT UNDER VARIOUS MESSAGE SIZES - # ========================================================================= - - @pytest.mark.performance - @pytest.mark.xdist_group(name="serial_performance") - @pytest.mark.parametrize("message_size", PERFORMANCE_CONFIG["message_sizes"]) # type: ignore[arg-type] - def test_streaming_throughput_various_message_sizes( - self, http_client, message_size - ): - """Validate streaming maintains target QPS with Poisson load across different message sizes.""" - summary = run_performance_test( - http_client, - target_qps=PERFORMANCE_CONFIG["streaming_target_qps"], - duration_ms=PERFORMANCE_CONFIG["test_duration_ms"], - message_size=message_size, - stream=True, - ) - assert_performance_requirements( - summary, - target_qps=PERFORMANCE_CONFIG["streaming_target_qps"], - mode="streaming", - message_size=message_size, - ) - - @pytest.mark.performance - @pytest.mark.xdist_group(name="serial_performance") - @pytest.mark.parametrize("message_size", PERFORMANCE_CONFIG["message_sizes"]) # type: ignore[arg-type] - def test_offline_throughput_various_message_sizes(self, http_client, message_size): - """Validate offline mode maintains max throughput across different message sizes.""" - summary = run_performance_test( - http_client, - target_qps=PERFORMANCE_CONFIG["offline_target_qps"], - duration_ms=PERFORMANCE_CONFIG["test_duration_ms"], - message_size=message_size, - stream=False, - ) - assert_performance_requirements( - summary, - target_qps=PERFORMANCE_CONFIG["offline_target_qps"], - mode="offline", - message_size=message_size, - ) - - # ========================================================================= - # 3. LATENCY TESTS - P99 DEGRADATION ACROSS MESSAGE SIZES - # ========================================================================= - - @pytest.mark.performance - @pytest.mark.xdist_group(name="serial_performance") - @pytest.mark.skip("WIP: optimize serialization/deserialization") - def test_streaming_p99_latency_no_degradation(self, http_client): - """Validate streaming TTFT and TPOT P99 latency remain stable across message sizes.""" - target_qps = PERFORMANCE_CONFIG["streaming_target_qps"] - duration_ms = PERFORMANCE_CONFIG["test_duration_ms"] - message_sizes = PERFORMANCE_CONFIG["message_sizes"] - tolerance = PERFORMANCE_CONFIG["latency_degradation_tolerance"] - - baseline_ttft = None - baseline_tpot = None - ttft_results = {} - tpot_results = {} - - for message_size in message_sizes: - summary = run_performance_test( - http_client, - target_qps=target_qps, - duration_ms=duration_ms, - message_size=message_size, - stream=True, - ) - - # Ensure we have sufficient samples - assert ( - summary["total_issued"] >= 50 - ), f"Too few samples to validate latency: {summary['total_issued']}" - - # Check TTFT and TPOT - ttft_p99 = summary["latencies"]["ttft_p99"] - tpot_p99 = summary["latencies"]["tpot_p99"] - ttft_results[message_size] = ttft_p99 - tpot_results[message_size] = tpot_p99 - - # Set baseline from first (smallest) message size - if baseline_ttft is None: - baseline_ttft = ttft_p99 - baseline_tpot = tpot_p99 - logger.info( - f"Streaming baseline (size={message_size} characters): " - f"TTFT_P99={ttft_p99:.3f}s, TPOT_P99={tpot_p99:.6f}s" - ) - else: - # Check TTFT degradation - max_allowed_ttft = baseline_ttft * tolerance - logger.info( - f"Streaming (size={message_size} characters): " - f"TTFT_P99={ttft_p99:.3f}s (baseline={baseline_ttft:.3f}s, max={max_allowed_ttft:.3f}s), " - f"TPOT_P99={tpot_p99:.6f}s (baseline={baseline_tpot:.6f}s, max={baseline_tpot * tolerance:.6f}s)" - ) - - assert ttft_p99 <= max_allowed_ttft, ( - f"Streaming TTFT P99 degraded at message size {message_size} characters: " - f"{ttft_p99:.3f}s exceeds {tolerance}x baseline ({baseline_ttft:.3f}s) = {max_allowed_ttft:.3f}s" - ) - - # Check TPOT degradation - max_allowed_tpot = baseline_tpot * tolerance - assert tpot_p99 <= max_allowed_tpot, ( - f"Streaming TPOT P99 degraded at message size {message_size} characters: " - f"{tpot_p99:.6f}s exceeds {tolerance}x baseline ({baseline_tpot:.6f}s) = {max_allowed_tpot:.6f}s" - ) - - # Log summary of all results - logger.info("Streaming TTFT P99 summary:") - for size, ttft in ttft_results.items(): - degradation = ( - (ttft / baseline_ttft) if baseline_ttft and baseline_ttft > 0 else 1.0 - ) - logger.info( - f" {size:8d} characters: {ttft:.3f}s ({degradation:.2f}x baseline)" - ) - - logger.info("Streaming TPOT P99 summary:") - for size, tpot in tpot_results.items(): - degradation = ( - (tpot / baseline_tpot) if baseline_tpot and baseline_tpot > 0 else 1.0 - ) - logger.info( - f" {size:8d} characters: {tpot:.6f}s ({degradation:.2f}x baseline)" - ) - - @pytest.mark.performance - @pytest.mark.xdist_group(name="serial_performance") - @pytest.mark.skip("WIP: optimize serialization/deserialization") - def test_offline_p99_latency_no_degradation(self, http_client): - """Validate offline P99 latency remains stable across message sizes.""" - target_qps = PERFORMANCE_CONFIG["offline_target_qps"] - duration_ms = PERFORMANCE_CONFIG["test_duration_ms"] - message_sizes = PERFORMANCE_CONFIG["message_sizes"] - tolerance = PERFORMANCE_CONFIG["latency_degradation_tolerance"] - - baseline_p99 = None - p99_results = {} - - for message_size in message_sizes: - summary = run_performance_test( - http_client, - target_qps=target_qps, - duration_ms=duration_ms, - message_size=message_size, - stream=False, - ) - - # Ensure we have sufficient samples - assert ( - summary["total_issued"] >= 50 - ), f"Too few samples to validate latency: {summary['total_issued']}" - - # Check total P99 latency - p99 = summary["latencies"]["sample_latency_p99"] - p99_results[message_size] = p99 - - # Set baseline from first (smallest) message size - if baseline_p99 is None: - baseline_p99 = p99 - logger.info( - f"Offline baseline (size={message_size} characters): P99={p99:.3f}s" - ) - else: - max_allowed = baseline_p99 * tolerance - logger.info( - f"Offline (size={message_size} characters): P99={p99:.3f}s " - f"(baseline={baseline_p99:.3f}s, max_allowed={max_allowed:.3f}s)" - ) - - assert p99 <= max_allowed, ( - f"Offline total P99 latency degraded at message size {message_size} characters: " - f"{p99:.3f}s exceeds {tolerance}x baseline ({baseline_p99:.3f}s) = {max_allowed:.3f}s" - ) - - # Log summary of all results - logger.info("Offline P99 latency summary:") - for size, p99 in p99_results.items(): - degradation = (p99 / baseline_p99) if baseline_p99 > 0 else 1.0 - logger.info( - f" {size:8d} characters: {p99:.3f}s ({degradation:.2f}x baseline)" - ) diff --git a/tests/performance/openai/__init__.py b/tests/performance/openai/__init__.py new file mode 100644 index 00000000..46707983 --- /dev/null +++ b/tests/performance/openai/__init__.py @@ -0,0 +1,14 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/tests/performance/openai/test_adapter.py b/tests/performance/openai/test_adapter.py new file mode 100644 index 00000000..e38ec5e8 --- /dev/null +++ b/tests/performance/openai/test_adapter.py @@ -0,0 +1,109 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +""" +Performance benchmarks for OpenAIAdapter (pydantic + orjson) using pytest-benchmark. + +Measures ns/op for encode_query, decode_response, decode_sse_message +with varying payload sizes (0, 100, 1k, 8k, 32k). Run with: + + pytest tests/performance/openai/test_adapter.py --benchmark-only --benchmark-columns=mean,stddev,ops +""" + +import json + +import pytest +from inference_endpoint.core.types import Query +from inference_endpoint.openai.openai_adapter import OpenAIAdapter + +TEXT_SIZES = { + "empty": "", + "100": "x" * 100, + "1k": "x" * 1_000, + "8k": "x" * 8_000, + "32k": "x" * 32_000, +} + + +def make_query(text: str) -> Query: + """Create a Query for benchmarks.""" + return Query( + id="test-id", + data={"prompt": text, "model": "test-model", "max_completion_tokens": 100}, + headers={"Authorization": "Bearer token"}, + ) + + +def make_response_bytes(text: str) -> bytes: + """Create OpenAI-compatible response JSON bytes.""" + return json.dumps( + { + "id": "chatcmpl-test", + "object": "chat.completion", + "created": 1234567890, + "model": "test-model", + "choices": [ + { + "index": 0, + "message": {"role": "assistant", "content": text, "refusal": None}, + "finish_reason": "stop", + "logprobs": None, + } + ], + "usage": {"prompt_tokens": 10, "completion_tokens": 20, "total_tokens": 30}, + "system_fingerprint": "fp_test", + } + ).encode() + + +def make_sse_bytes(text: str) -> bytes: + """Create SSE message JSON bytes.""" + return json.dumps( + { + "choices": [ + {"delta": {"content": text, "reasoning": ""}, "finish_reason": None} + ] + } + ).encode() + + +@pytest.mark.performance +@pytest.mark.xdist_group(name="serial_performance") +@pytest.mark.parametrize("size_name,text", TEXT_SIZES.items(), ids=TEXT_SIZES.keys()) +def test_encode_query(benchmark, size_name, text): + """Benchmark encode_query (Query -> HTTP bytes).""" + query = make_query(text) + benchmark.group = "openai_adapter_encode_query" + benchmark(OpenAIAdapter.encode_query, query) + + +@pytest.mark.performance +@pytest.mark.xdist_group(name="serial_performance") +@pytest.mark.parametrize("size_name,text", TEXT_SIZES.items(), ids=TEXT_SIZES.keys()) +def test_decode_response(benchmark, size_name, text): + """Benchmark decode_response (HTTP bytes -> QueryResult).""" + response_bytes = make_response_bytes(text) + benchmark.group = "openai_adapter_decode_response" + benchmark(OpenAIAdapter.decode_response, response_bytes, "test-id") + + +@pytest.mark.performance +@pytest.mark.xdist_group(name="serial_performance") +@pytest.mark.parametrize("size_name,text", TEXT_SIZES.items(), ids=TEXT_SIZES.keys()) +def test_decode_sse(benchmark, size_name, text): + """Benchmark decode_sse_message (SSE bytes -> content).""" + sse_bytes = make_sse_bytes(text) + benchmark.group = "openai_adapter_decode_sse" + benchmark(OpenAIAdapter.decode_sse_message, sse_bytes) diff --git a/tests/performance/openai/test_msgspec_adapter.py b/tests/performance/openai/test_msgspec_adapter.py new file mode 100644 index 00000000..9fc6a10b --- /dev/null +++ b/tests/performance/openai/test_msgspec_adapter.py @@ -0,0 +1,109 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +""" +Performance benchmarks for OpenAIMsgspecAdapter using pytest-benchmark. + +Measures ns/op for encode_query, decode_response, decode_sse_message +with varying payload sizes (0, 100, 1k, 8k, 32k). Run with: + + pytest tests/performance/openai/test_msgspec_adapter.py --benchmark-only --benchmark-columns=mean,stddev,ops +""" + +import json + +import pytest +from inference_endpoint.core.types import Query +from inference_endpoint.openai.openai_msgspec_adapter import OpenAIMsgspecAdapter + +TEXT_SIZES = { + "empty": "", + "100": "x" * 100, + "1k": "x" * 1_000, + "8k": "x" * 8_000, + "32k": "x" * 32_000, +} + + +def make_query(text: str) -> Query: + """Create a Query for benchmarks.""" + return Query( + id="test-id", + data={"prompt": text, "model": "test-model", "max_completion_tokens": 100}, + headers={"Authorization": "Bearer token"}, + ) + + +def make_response_bytes(text: str) -> bytes: + """Create OpenAI-compatible response JSON bytes.""" + return json.dumps( + { + "id": "chatcmpl-test", + "object": "chat.completion", + "created": 1234567890, + "model": "test-model", + "choices": [ + { + "index": 0, + "message": {"role": "assistant", "content": text, "refusal": None}, + "finish_reason": "stop", + "logprobs": None, + } + ], + "usage": {"prompt_tokens": 10, "completion_tokens": 20, "total_tokens": 30}, + "system_fingerprint": "fp_test", + } + ).encode() + + +def make_sse_bytes(text: str) -> bytes: + """Create SSE message JSON bytes.""" + return json.dumps( + { + "choices": [ + {"delta": {"content": text, "reasoning": ""}, "finish_reason": None} + ] + } + ).encode() + + +@pytest.mark.performance +@pytest.mark.xdist_group(name="serial_performance") +@pytest.mark.parametrize("size_name,text", TEXT_SIZES.items(), ids=TEXT_SIZES.keys()) +def test_encode_query(benchmark, size_name, text): + """Benchmark encode_query (Query -> HTTP bytes).""" + query = make_query(text) + benchmark.group = "msgspec_adapter_encode_query" + benchmark(OpenAIMsgspecAdapter.encode_query, query) + + +@pytest.mark.performance +@pytest.mark.xdist_group(name="serial_performance") +@pytest.mark.parametrize("size_name,text", TEXT_SIZES.items(), ids=TEXT_SIZES.keys()) +def test_decode_response(benchmark, size_name, text): + """Benchmark decode_response (HTTP bytes -> QueryResult).""" + response_bytes = make_response_bytes(text) + benchmark.group = "msgspec_adapter_decode_response" + benchmark(OpenAIMsgspecAdapter.decode_response, response_bytes, "test-id") + + +@pytest.mark.performance +@pytest.mark.xdist_group(name="serial_performance") +@pytest.mark.parametrize("size_name,text", TEXT_SIZES.items(), ids=TEXT_SIZES.keys()) +def test_decode_sse(benchmark, size_name, text): + """Benchmark decode_sse_message (SSE bytes -> content).""" + sse_bytes = make_sse_bytes(text) + benchmark.group = "msgspec_adapter_decode_sse" + benchmark(OpenAIMsgspecAdapter.decode_sse_message, sse_bytes) diff --git a/tests/performance/openai/test_types.py b/tests/performance/openai/test_types.py new file mode 100644 index 00000000..43df3a4a --- /dev/null +++ b/tests/performance/openai/test_types.py @@ -0,0 +1,173 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +""" +Performance benchmarks for OpenAI msgspec types serialization using pytest-benchmark. + +Measures ns/op for msgspec.json serialization of SSE*, ChatCompletion* types +with varying payload sizes (0, 100, 1k, 8k, 32k). Run with: + + pytest tests/performance/openai/test_types.py --benchmark-only --benchmark-columns=mean,stddev,ops + +To save results for comparison: + pytest tests/performance/openai/test_types.py --benchmark-only --benchmark-save=baseline + +To compare against saved results: + pytest tests/performance/openai/test_types.py --benchmark-only --benchmark-compare=baseline +""" + +import msgspec +import pytest +from inference_endpoint.openai.types import ( + ChatCompletionChoice, + ChatCompletionRequest, + ChatCompletionResponse, + ChatCompletionResponseMessage, + ChatMessage, + CompletionUsage, + SSEChoice, + SSEDelta, + SSEMessage, +) + +TEXT_SIZES = { + "empty": "", + "100": "x" * 100, + "1k": "x" * 1_000, + "8k": "x" * 8_000, + "32k": "x" * 32_000, +} + +JSON_ENCODER = msgspec.json.Encoder() +JSON_DECODER_SSE = msgspec.json.Decoder(SSEMessage) +JSON_DECODER_REQUEST = msgspec.json.Decoder(ChatCompletionRequest) +JSON_DECODER_RESPONSE = msgspec.json.Decoder(ChatCompletionResponse) + + +def make_sse_message(text: str) -> SSEMessage: + """Create SSEMessage for benchmarks.""" + return SSEMessage( + choices=( + SSEChoice( + delta=SSEDelta(content=text, reasoning=""), + finish_reason=None, + ), + ) + ) + + +def make_chat_request(text: str) -> ChatCompletionRequest: + """Create ChatCompletionRequest for benchmarks.""" + return ChatCompletionRequest( + model="gpt-4", + messages=[ + ChatMessage(role="system", content="You are helpful."), + ChatMessage(role="user", content=text), + ], + temperature=0.7, + max_completion_tokens=1024, + ) + + +def make_chat_response(text: str) -> ChatCompletionResponse: + """Create ChatCompletionResponse for benchmarks.""" + return ChatCompletionResponse( + id="chatcmpl-test", + created=1234567890, + model="gpt-4", + choices=[ + ChatCompletionChoice( + index=0, + message=ChatCompletionResponseMessage( + role="assistant", + content=text, + refusal=None, + ), + finish_reason="stop", + ) + ], + usage=CompletionUsage( + prompt_tokens=10, + completion_tokens=20, + total_tokens=30, + ), + system_fingerprint="fp_test", + ) + + +# SSE Message benchmarks +@pytest.mark.performance +@pytest.mark.xdist_group(name="serial_performance") +@pytest.mark.parametrize("size_name,text", TEXT_SIZES.items(), ids=TEXT_SIZES.keys()) +def test_sse_encode(benchmark, size_name, text): + """Benchmark SSEMessage encoding.""" + instance = make_sse_message(text) + benchmark.group = "sse_message_encode" + benchmark(JSON_ENCODER.encode, instance) + + +@pytest.mark.performance +@pytest.mark.xdist_group(name="serial_performance") +@pytest.mark.parametrize("size_name,text", TEXT_SIZES.items(), ids=TEXT_SIZES.keys()) +def test_sse_decode(benchmark, size_name, text): + """Benchmark SSEMessage decoding.""" + instance = make_sse_message(text) + encoded = JSON_ENCODER.encode(instance) + benchmark.group = "sse_message_decode" + benchmark(JSON_DECODER_SSE.decode, encoded) + + +# ChatCompletionRequest benchmarks +@pytest.mark.performance +@pytest.mark.xdist_group(name="serial_performance") +@pytest.mark.parametrize("size_name,text", TEXT_SIZES.items(), ids=TEXT_SIZES.keys()) +def test_request_encode(benchmark, size_name, text): + """Benchmark ChatCompletionRequest encoding.""" + instance = make_chat_request(text) + benchmark.group = "chat_request_encode" + benchmark(JSON_ENCODER.encode, instance) + + +@pytest.mark.performance +@pytest.mark.xdist_group(name="serial_performance") +@pytest.mark.parametrize("size_name,text", TEXT_SIZES.items(), ids=TEXT_SIZES.keys()) +def test_request_decode(benchmark, size_name, text): + """Benchmark ChatCompletionRequest decoding.""" + instance = make_chat_request(text) + encoded = JSON_ENCODER.encode(instance) + benchmark.group = "chat_request_decode" + benchmark(JSON_DECODER_REQUEST.decode, encoded) + + +# ChatCompletionResponse benchmarks +@pytest.mark.performance +@pytest.mark.xdist_group(name="serial_performance") +@pytest.mark.parametrize("size_name,text", TEXT_SIZES.items(), ids=TEXT_SIZES.keys()) +def test_response_encode(benchmark, size_name, text): + """Benchmark ChatCompletionResponse encoding.""" + instance = make_chat_response(text) + benchmark.group = "chat_response_encode" + benchmark(JSON_ENCODER.encode, instance) + + +@pytest.mark.performance +@pytest.mark.xdist_group(name="serial_performance") +@pytest.mark.parametrize("size_name,text", TEXT_SIZES.items(), ids=TEXT_SIZES.keys()) +def test_response_decode(benchmark, size_name, text): + """Benchmark ChatCompletionResponse decoding.""" + instance = make_chat_response(text) + encoded = JSON_ENCODER.encode(instance) + benchmark.group = "chat_response_decode" + benchmark(JSON_DECODER_RESPONSE.decode, encoded) diff --git a/tests/performance/sglang/__init__.py b/tests/performance/sglang/__init__.py new file mode 100644 index 00000000..46707983 --- /dev/null +++ b/tests/performance/sglang/__init__.py @@ -0,0 +1,14 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/tests/performance/sglang/test_sglang_adapter.py b/tests/performance/sglang/test_sglang_adapter.py new file mode 100644 index 00000000..f614cc0d --- /dev/null +++ b/tests/performance/sglang/test_sglang_adapter.py @@ -0,0 +1,121 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +""" +Performance benchmarks for SGLangGenerateAdapter using pytest-benchmark. + +Measures ns/op for encode_query, decode_response, decode_sse_message +with varying payload sizes (0, 100, 1k, 8k, 32k). Run with: + + pytest tests/performance/sglang/test_sglang_adapter.py --benchmark-only --benchmark-columns=mean,stddev,ops +""" + +import json + +import pytest +from inference_endpoint.core.types import Query +from inference_endpoint.sglang.adapter import SGLangGenerateAdapter + +TOKEN_SIZES = { + "empty": [], + "100": list(range(100)), + "1k": list(range(1_000)), + "8k": list(range(8_000)), + "32k": list(range(32_000)), +} + + +def make_query(input_tokens: list[int]) -> Query: + """Create a Query for benchmarks.""" + return Query( + id="test-id", + data={ + "input_tokens": input_tokens, + "max_new_tokens": 100, + "temperature": 1.0, + "top_k": -1, + "top_p": 1.0, + "stream": False, + }, + headers={}, + ) + + +def make_response_bytes(text: str, n_tokens: int) -> bytes: + """Create SGLang /generate response JSON bytes.""" + return json.dumps( + { + "text": text, + "output_ids": list(range(n_tokens)), + "meta_info": { + "id": "test-id", + "finish_reason": {"type": "stop"}, + "prompt_tokens": 10, + "weight_version": "v1", + "total_retractions": 0, + "completion_tokens": n_tokens, + "cached_tokens": 0, + "e2e_latency": 0.1, + }, + } + ).encode() + + +# Map token sizes to equivalent text/token counts for response benchmarks +RESPONSE_SIZES = { + "empty": ("", 0), + "100": ("x" * 100, 100), + "1k": ("x" * 1_000, 1_000), + "8k": ("x" * 8_000, 8_000), + "32k": ("x" * 32_000, 32_000), +} + + +@pytest.mark.performance +@pytest.mark.xdist_group(name="serial_performance") +@pytest.mark.parametrize( + "size_name,input_tokens", TOKEN_SIZES.items(), ids=TOKEN_SIZES.keys() +) +def test_encode_query(benchmark, size_name, input_tokens): + """Benchmark encode_query (Query -> HTTP bytes).""" + query = make_query(input_tokens) + benchmark.group = "sglang_adapter_encode_query" + benchmark(SGLangGenerateAdapter.encode_query, query) + + +@pytest.mark.performance +@pytest.mark.xdist_group(name="serial_performance") +@pytest.mark.parametrize( + "size_name,text_and_tokens", RESPONSE_SIZES.items(), ids=RESPONSE_SIZES.keys() +) +def test_decode_response(benchmark, size_name, text_and_tokens): + """Benchmark decode_response (HTTP bytes -> QueryResult).""" + text, n_tokens = text_and_tokens + response_bytes = make_response_bytes(text, n_tokens) + benchmark.group = "sglang_adapter_decode_response" + benchmark(SGLangGenerateAdapter.decode_response, response_bytes, "test-id") + + +@pytest.mark.performance +@pytest.mark.xdist_group(name="serial_performance") +@pytest.mark.parametrize( + "size_name,text_and_tokens", RESPONSE_SIZES.items(), ids=RESPONSE_SIZES.keys() +) +def test_decode_sse(benchmark, size_name, text_and_tokens): + """Benchmark decode_sse_message (SSE bytes -> SGLangSSEDelta).""" + text, n_tokens = text_and_tokens + sse_bytes = make_response_bytes(text, n_tokens) + benchmark.group = "sglang_adapter_decode_sse" + benchmark(SGLangGenerateAdapter.decode_sse_message, sse_bytes) diff --git a/tests/performance/test_types.py b/tests/performance/test_types.py new file mode 100644 index 00000000..2bd29d95 --- /dev/null +++ b/tests/performance/test_types.py @@ -0,0 +1,85 @@ +# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +""" +Performance benchmarks for core types encode/decode using pytest-benchmark. + +Measures ns/op for msgspec serialization of Query, QueryResult, StreamChunk +with varying payload sizes (0, 100, 1k, 8k, 32k). Run with: + + pytest tests/performance/test_types.py --benchmark-only --benchmark-columns=mean,stddev,ops + +To save results for comparison: + pytest tests/performance/test_types.py --benchmark-only --benchmark-save=baseline + +To compare against saved results: + pytest tests/performance/test_types.py --benchmark-only --benchmark-compare=baseline +""" + +import msgspec +import pytest +from inference_endpoint.core.types import Query, QueryResult, StreamChunk + +TEXT_SIZES = { + "empty": "", + "100": "x" * 100, + "1k": "x" * 1_000, + "8k": "x" * 8_000, + "32k": "x" * 32_000, +} + +ENCODER = msgspec.msgpack.Encoder() +DECODERS = { + "Query": msgspec.msgpack.Decoder(Query), + "QueryResult": msgspec.msgpack.Decoder(QueryResult), + "StreamChunk": msgspec.msgpack.Decoder(StreamChunk), +} + + +def make_instance(type_name: str, text: str): + """Create a test instance of the given type with the given text payload.""" + if type_name == "Query": + return Query( + id="test-id", + data={"prompt": text, "model": "test-model", "max_tokens": 100}, + headers={"Authorization": "Bearer token"}, + ) + elif type_name == "QueryResult": + return QueryResult(id="test-id", response_output=text, metadata={"tokens": 0}) + else: + return StreamChunk(id="test-id", response_chunk=text, metadata={}) + + +@pytest.mark.performance +@pytest.mark.xdist_group(name="serial_performance") +@pytest.mark.parametrize("size_name,text", TEXT_SIZES.items(), ids=TEXT_SIZES.keys()) +@pytest.mark.parametrize("type_name", ["Query", "QueryResult", "StreamChunk"]) +def test_encode(benchmark, type_name, size_name, text): + """Benchmark encoding for each type and payload size.""" + instance = make_instance(type_name, text) + benchmark.group = f"{type_name.lower()}_encode" + benchmark(ENCODER.encode, instance) + + +@pytest.mark.performance +@pytest.mark.xdist_group(name="serial_performance") +@pytest.mark.parametrize("size_name,text", TEXT_SIZES.items(), ids=TEXT_SIZES.keys()) +@pytest.mark.parametrize("type_name", ["Query", "QueryResult", "StreamChunk"]) +def test_decode(benchmark, type_name, size_name, text): + """Benchmark decoding for each type and payload size.""" + instance = make_instance(type_name, text) + encoded = ENCODER.encode(instance) + benchmark.group = f"{type_name.lower()}_decode" + benchmark(DECODERS[type_name].decode, encoded) From 7e25f8ffa1a4d7afc43b99af7f798e8a5411ad73 Mon Sep 17 00:00:00 2001 From: Viraat Chandra Date: Mon, 9 Mar 2026 23:48:00 -0700 Subject: [PATCH 09/23] chore(http-client): full test-coverage 1/2 (#162) --- pyproject.toml | 3 + .../endpoint_client/accumulator_protocol.py | 14 +- .../endpoint_client/http.py | 74 ++-- .../endpoint_client/worker.py | 2 +- .../utils/benchmark_httpclient.py | 12 +- tests/unit/endpoint_client/test_http.py | 368 +++++++++++++----- 6 files changed, 337 insertions(+), 136 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index c7875310..4b03d72f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -179,6 +179,9 @@ filterwarnings = [ [tool.coverage.run] source = ["src"] +concurrency = ["multiprocessing", "thread"] +parallel = true +sigterm = true omit = [ "*/tests/*", "*/test_*", diff --git a/src/inference_endpoint/endpoint_client/accumulator_protocol.py b/src/inference_endpoint/endpoint_client/accumulator_protocol.py index 1a6d7b02..b18d7a30 100644 --- a/src/inference_endpoint/endpoint_client/accumulator_protocol.py +++ b/src/inference_endpoint/endpoint_client/accumulator_protocol.py @@ -32,7 +32,9 @@ class SSEAccumulatorProtocol(Protocol): is disabled, only the first chunk is emitted via add_chunk(). """ - def __init__(self, query_id: str, stream_all_chunks: bool) -> None: + def __init__( + self, query_id: str, stream_all_chunks: bool + ) -> None: # pragma: no cover """ Initialize the accumulator. @@ -40,9 +42,9 @@ def __init__(self, query_id: str, stream_all_chunks: bool) -> None: query_id: Unique identifier for the request being accumulated. stream_all_chunks: If True, emit all chunks; if False, only first chunk. """ - pass + ... - def add_chunk(self, delta: Any) -> StreamChunk | None: + def add_chunk(self, delta: Any) -> StreamChunk | None: # pragma: no cover """ Process an SSE delta and optionally emit a StreamChunk. @@ -54,9 +56,9 @@ def add_chunk(self, delta: Any) -> StreamChunk | None: Returns None for empty deltas, or after first chunk when stream_all_chunks=False (TTFT-only mode). """ - pass + ... - def get_final_output(self) -> QueryResult: + def get_final_output(self) -> QueryResult: # pragma: no cover """ Return the final accumulated result after stream completion. @@ -66,4 +68,4 @@ def get_final_output(self) -> QueryResult: Returns: QueryResult with the complete response output. """ - pass + ... diff --git a/src/inference_endpoint/endpoint_client/http.py b/src/inference_endpoint/endpoint_client/http.py index 2f22b8ef..cd8d0cb0 100644 --- a/src/inference_endpoint/endpoint_client/http.py +++ b/src/inference_endpoint/endpoint_client/http.py @@ -370,6 +370,8 @@ class PooledConnection: "last_used", "in_use", "idle_time_on_acquire", + "_fd", + "_stale_poller", ) def __init__( @@ -385,6 +387,11 @@ def __init__( self.in_use = True self.idle_time_on_acquire = 0.0 + # Cache fd for stale checks — stable for the lifetime of the connection + sock = transport.get_extra_info("socket") + self._fd: int = sock.fileno() if sock is not None else -1 + self._stale_poller: select.poll | None = None + def is_alive(self) -> bool: """Check if the connection is still usable. @@ -405,31 +412,34 @@ def is_stale(self) -> bool: For idle HTTP keep-alive connections, there should be no pending data. If the socket is readable, it means the server sent FIN (EOF). - Optimization: Skip check for recently-used connections (< 1 second). + Uses poll() instead of select() to avoid FD_SETSIZE limit on high fds. + Poller is created lazily on first call and reused (fd is stable per connection). """ # Skip stale check for recently-used connections # Server unlikely to close within 1 second of last use if time.monotonic() - self.last_used < 1.0: return False - if self.transport is None: - return True + # Fast path: poller already registered from a previous call + if self._stale_poller is not None: + try: + return bool(self._stale_poller.poll(0)) + except (OSError, ValueError): + # fd closed or invalid — connection is dead, treat as stale + return True - # Get the socket file descriptor - sock = self.transport.get_extra_info("socket") - if sock is None: + # Slow path: first call — create poller and register fd + if self._fd < 0: return True try: - fd = sock.fileno() - if fd < 0: - return True - - # Use select with zero timeout - avoids poll() object creation overhead - readable, _, exceptional = select.select([fd], [], [fd], 0) - return bool(readable or exceptional) + poller = select.poll() + poller.register(self._fd, select.POLLIN | select.POLLERR | select.POLLHUP) + self._stale_poller = poller + return bool(poller.poll(0)) except (OSError, ValueError): + # fd closed or invalid — connection is dead, treat as stale return True @@ -660,10 +670,11 @@ class HttpRequestTemplate: that remain constant across requests to a given endpoint. Attributes: - static_prefix: Pre-merged request line + host header bytes + static_prefix: Pre-merged request line + host header bytes. + cached_headers: Pre-encoded headers from cache_headers(), included in every request. """ - __slots__ = ("static_prefix", "_extra_headers_cache", "extra_cached_headers") + __slots__ = ("static_prefix", "cached_headers") # Pre-encoded general headers HEADERS_STREAMING = ( @@ -675,8 +686,7 @@ class HttpRequestTemplate: def __init__(self, static_prefix: bytes): self.static_prefix = static_prefix - self._extra_headers_cache: dict[frozenset, bytes] = {} - self.extra_cached_headers = b"" + self.cached_headers = b"" @classmethod def from_url(cls, host: str, port: int, path: str = "/") -> HttpRequestTemplate: @@ -714,12 +724,13 @@ def cache_headers(self, headers: dict[str, str]) -> None: Args: headers: Headers to pre-encode and cache """ - cache_key = frozenset(headers.items()) - if cache_key not in self._extra_headers_cache: - self._extra_headers_cache[cache_key] = "".join( - f"{k}: {v}\r\n" for k, v in headers.items() - ).encode("utf-8", "surrogateescape") - self.extra_cached_headers = b"".join(self._extra_headers_cache.values()) + encoded = "".join(f"{k}: {v}\r\n" for k, v in headers.items()).encode( + "utf-8", "surrogateescape" + ) + # Substring dedup: safe because this is called once at setup with + # full header lines (e.g. "Authorization: Bearer ...\r\n"), not arbitrary fragments. + if encoded not in self.cached_headers: + self.cached_headers += encoded def build_request( self, @@ -748,25 +759,22 @@ def build_request( return b"".join( [ self.static_prefix, - self.extra_cached_headers, + self.cached_headers, content_type_headers, content_length, body, ] ) - # Slow path: extra headers (~1us uncached, ~50ns per extra-header cached) - cache_key = frozenset(extra_headers.items()) - if (extra := self._extra_headers_cache.get(cache_key)) is None: - extra = "".join(f"{k}: {v}\r\n" for k, v in extra_headers.items()).encode( - "utf-8", "surrogateescape" - ) - self._extra_headers_cache[cache_key] = extra - + # Slow path: extra headers are encoded per-call; + # use cache_headers() at setup time for headers that repeat every request. + extra = "".join(f"{k}: {v}\r\n" for k, v in extra_headers.items()).encode( + "utf-8", "surrogateescape" + ) return b"".join( [ self.static_prefix, - self.extra_cached_headers, + self.cached_headers, content_type_headers, extra, content_length, diff --git a/src/inference_endpoint/endpoint_client/worker.py b/src/inference_endpoint/endpoint_client/worker.py index 165148c6..52fc3a2b 100644 --- a/src/inference_endpoint/endpoint_client/worker.py +++ b/src/inference_endpoint/endpoint_client/worker.py @@ -61,7 +61,7 @@ # - uvloop requires use of 'spawn' try: multiprocessing.set_start_method("spawn", force=False) -except RuntimeError: +except RuntimeError: # pragma: no cover # Already set, which is fine (likely in tests or when importing multiple times) pass diff --git a/src/inference_endpoint/utils/benchmark_httpclient.py b/src/inference_endpoint/utils/benchmark_httpclient.py index cbc9445f..47a956a7 100644 --- a/src/inference_endpoint/utils/benchmark_httpclient.py +++ b/src/inference_endpoint/utils/benchmark_httpclient.py @@ -636,7 +636,7 @@ async def receiver(): # --------------------------------------------------------------------------- -_FULL_WORKERS = [1, 2, 4, 8, 10, 12, 14, 16] +_FULL_WORKERS = [1, 2, 4, 6, 8, 10, 12, 14, 16] _FULL_PROMPT_LENGTHS = [ 1, 32, @@ -905,13 +905,9 @@ def run_sweep( print(f"{'='*70}") # Restart server when prompt_length or stream_interval changes - if ( - server - and args.streaming - and ( - prompt_length != last_prompt_length - or stream_interval != last_stream_interval - ) + if server and ( + prompt_length != last_prompt_length + or stream_interval != last_stream_interval ): _restart_server(server, prompt_length, args.streaming, stream_interval) last_prompt_length = prompt_length diff --git a/tests/unit/endpoint_client/test_http.py b/tests/unit/endpoint_client/test_http.py index 8d58806d..f56c55e7 100644 --- a/tests/unit/endpoint_client/test_http.py +++ b/tests/unit/endpoint_client/test_http.py @@ -111,14 +111,12 @@ def test_host_header_omits_default_ports(self): assert b"Host: example.com\r\n" in template_80.static_prefix assert b"Host: example.com\r\n" in template_443.static_prefix - # Should NOT include port assert b":80" not in template_80.static_prefix assert b":443" not in template_443.static_prefix def test_empty_path_normalized_to_root(self): """Empty path normalized to '/' per HTTP/1.1.""" template = HttpRequestTemplate.from_url("localhost", 8080, "") - assert b"POST / HTTP/1.1" in template.static_prefix def test_build_request_with_extra_headers(self): @@ -134,7 +132,6 @@ def test_build_request_with_extra_headers(self): body, streaming=False, extra_headers=extra_headers ) - # Parse with httptools to verify headers parser_state = {"headers": {}} class Handler: @@ -152,75 +149,24 @@ def on_body(self, body): assert parser_state["headers"]["authorization"] == "Bearer test-token-123" assert parser_state["headers"]["x-custom-header"] == "custom-value" - # Standard headers should still be present assert parser_state["headers"]["host"] == "localhost:8080" assert parser_state["headers"]["content-type"] == "application/json" - def test_extra_headers_are_cached(self): - """Extra headers are cached after first use.""" - template = HttpRequestTemplate.from_url("localhost", 8080, "/v1/chat") - body = b'{"model": "test"}' - extra_headers = {"Authorization": "Bearer token"} - - # Cache should be empty initially - assert len(template._extra_headers_cache) == 0 - - # First call should cache - template.build_request(body, streaming=False, extra_headers=extra_headers) - assert len(template._extra_headers_cache) == 1 - - # Second call with same headers should reuse cache (no new entries) - template.build_request(body, streaming=False, extra_headers=extra_headers) - assert len(template._extra_headers_cache) == 1 - - # Different headers should create new cache entry - different_headers = {"Authorization": "Bearer different-token"} - template.build_request(body, streaming=False, extra_headers=different_headers) - assert len(template._extra_headers_cache) == 2 - def test_cache_headers_pre_caches(self): - """cache_headers() pre-caches headers before runtime use.""" - template = HttpRequestTemplate.from_url("localhost", 8080, "/v1/chat") - headers_to_cache = {"Authorization": "Bearer pre-cached-token"} - - # Pre-cache headers - template.cache_headers(headers_to_cache) - assert len(template._extra_headers_cache) == 1 - - # Verify cached value is correct encoding - cache_key = frozenset(headers_to_cache.items()) - cached_bytes = template._extra_headers_cache[cache_key] - assert b"Authorization: Bearer pre-cached-token\r\n" == cached_bytes - - def test_build_request_with_cache_headers_pre_caches(self): - """build_request() with cache_headers() pre-caches headers before runtime use.""" + """cache_headers() pre-encodes headers and they appear in built request.""" template = HttpRequestTemplate.from_url("localhost", 8080, "/v1/chat") - headers_to_cache = {"Authorization": "Bearer pre-cached-token"} body = b'{"model": "test"}' - # Pre-cache headers - template.cache_headers(headers_to_cache) + assert template.cached_headers == b"" + template.cache_headers({"Authorization": "Bearer pre-cached-token"}) + assert template.cached_headers == b"Authorization: Bearer pre-cached-token\r\n" + + # Cached headers appear in built request on fast path request = template.build_request(body, streaming=False) assert b"Authorization: Bearer pre-cached-token\r\n" in request assert b"Host: localhost:8080" in request assert b"Content-Type: application/json" in request assert b"Content-Length: 17" in request - assert b'{"model": "test"}' in request - - def test_build_request_without_extra_headers(self): - """Request without extra headers uses fast path.""" - template = HttpRequestTemplate.from_url("localhost", 8080, "/v1/chat") - body = b'{"model": "test"}' - - # Build without extra headers - request = template.build_request(body, streaming=False) - - # Cache should remain empty (fast path) - assert len(template._extra_headers_cache) == 0 - - # Verify request is valid - assert b"POST /v1/chat HTTP/1.1" in request - assert b"Host: localhost:8080" in request # ============================================================================= @@ -253,6 +199,7 @@ def test_parses_200_response_with_body(self): assert protocol._headers["content-length"] == str(len(body)) assert protocol._message_complete assert b"".join(protocol._body_chunks) == body + assert protocol.transport is not None loop.close() @@ -286,9 +233,7 @@ async def test_iter_body_yields_chunks(self): protocol.connection_made(MockTransport()) # Send headers - protocol.data_received( - b"HTTP/1.1 200 OK\r\n" b"Transfer-Encoding: chunked\r\n" b"\r\n" - ) + protocol.data_received(b"HTTP/1.1 200 OK\r\nTransfer-Encoding: chunked\r\n\r\n") chunk_batches = [] @@ -299,14 +244,14 @@ async def consume(): # Start consumer consumer_task = asyncio.create_task(consume()) - # Feed chunks with small delays - await asyncio.sleep(0.01) + # Feed chunks one at a time + await asyncio.sleep(0) protocol.data_received(b"5\r\nhello\r\n") - await asyncio.sleep(0.01) + await asyncio.sleep(0) protocol.data_received(b"6\r\n world\r\n") - await asyncio.sleep(0.01) + await asyncio.sleep(0) protocol.data_received(b"0\r\n\r\n") await consumer_task @@ -316,6 +261,26 @@ async def consume(): assert b"hello" in all_chunks assert b" world" in all_chunks + @pytest.mark.asyncio + async def test_iter_body_pre_buffered_and_already_complete(self): + """iter_body yields pre-buffered chunks and exits early if message complete.""" + loop = asyncio.get_running_loop() + protocol = HttpResponseProtocol(loop) + protocol.connection_made(MockTransport()) + + # Feed entire chunked response synchronously before calling iter_body + protocol.data_received( + b"HTTP/1.1 200 OK\r\nTransfer-Encoding: chunked\r\n\r\n" + b"5\r\nhello\r\n" + b"0\r\n\r\n" + ) + assert protocol._message_complete + + all_chunks = [] + async for batch in protocol.iter_body(): + all_chunks.extend(batch) + assert b"hello" in all_chunks + def test_reset_clears_state_for_reuse(self): """reset() clears state for connection reuse.""" loop = asyncio.new_event_loop() @@ -323,9 +288,7 @@ def test_reset_clears_state_for_reuse(self): # First response protocol.connection_made(MockTransport()) - protocol.data_received( - b"HTTP/1.1 200 OK\r\n" b"Content-Length: 4\r\n" b"\r\n" b"test" - ) + protocol.data_received(b"HTTP/1.1 200 OK\r\nContent-Length: 4\r\n\r\ntest") assert protocol._message_complete assert protocol._status_code == 200 @@ -349,9 +312,7 @@ async def test_connection_lost_propagates_error(self): # Start waiting for headers (won't complete) headers_task = asyncio.create_task(protocol.read_headers()) - - # Let the task start waiting - await asyncio.sleep(0.01) + await asyncio.sleep(0) # Simulate connection lost before headers complete protocol.connection_lost(None) @@ -360,6 +321,97 @@ async def test_connection_lost_propagates_error(self): with pytest.raises(ConnectionResetError): await headers_task + # Verify eof_received also marks connection as lost + protocol2 = HttpResponseProtocol(loop) + protocol2.connection_made(MockTransport()) + assert not protocol2._connection_lost + result = protocol2.eof_received() + assert protocol2._connection_lost is True + assert result is True + + @pytest.mark.asyncio + @pytest.mark.parametrize( + "exc,expected_error,send_partial", + [ + (OSError("broken pipe"), OSError, False), + (None, ConnectionResetError, True), + ], + ids=["with_exception", "clean_close_partial"], + ) + async def test_connection_lost_before_body_complete( + self, exc, expected_error, send_partial + ): + """connection_lost propagates errors to pending body_future.""" + loop = asyncio.get_running_loop() + protocol = HttpResponseProtocol(loop) + protocol.connection_made(MockTransport()) + protocol.data_received(b"HTTP/1.1 200 OK\r\nContent-Length: 100\r\n\r\n") + if send_partial: + protocol.data_received(b"partial") + body_task = asyncio.create_task(protocol.read_body()) + await asyncio.sleep(0) + protocol.connection_lost(exc) + with pytest.raises(expected_error): + await body_task + + @pytest.mark.asyncio + async def test_connection_lost_with_complete_message(self): + """connection_lost with pending body_future and _message_complete resolves normally.""" + loop = asyncio.get_running_loop() + protocol = HttpResponseProtocol(loop) + protocol.connection_made(MockTransport()) + protocol._message_complete, protocol._body_chunks = True, [b"test data"] + protocol._body_future = loop.create_future() + protocol.connection_lost(None) + assert await protocol._body_future == b"test data" + + @pytest.mark.asyncio + @pytest.mark.parametrize( + "setup_headers,feed_garbage", + [ + (False, b"NOT HTTP AT ALL"), + (True, b"ZZZZ\r\nNOT A VALID CHUNK\r\n"), + ], + ids=["headers_future", "body_future"], + ) + async def test_data_received_parser_error(self, setup_headers, feed_garbage): + """HttpParserError propagates to the pending headers or body future.""" + loop = asyncio.get_running_loop() + protocol = HttpResponseProtocol(loop) + protocol.connection_made(MockTransport()) + if setup_headers: + protocol.data_received( + b"HTTP/1.1 200 OK\r\nTransfer-Encoding: chunked\r\n\r\n" + ) + task = asyncio.create_task(protocol.read_body()) + else: + task = asyncio.create_task(protocol.read_headers()) + await asyncio.sleep(0) + protocol.data_received(feed_garbage) + with pytest.raises(httptools.HttpParserError): + await task + + @pytest.mark.asyncio + async def test_read_body_and_headers_fast_paths(self): + """read_body() resolves via on_message_complete; read_headers() returns + immediately when headers already parsed.""" + loop = asyncio.get_running_loop() + # read_body: headers arrive first, body later + p1 = HttpResponseProtocol(loop) + p1.connection_made(MockTransport()) + p1.data_received(b"HTTP/1.1 200 OK\r\nContent-Length: 5\r\n\r\n") + body_task = asyncio.create_task(p1.read_body()) + await asyncio.sleep(0) + assert not body_task.done() + p1.data_received(b"hello") + assert await body_task == b"hello" + # read_headers fast path: full response already parsed + p2 = HttpResponseProtocol(loop) + p2.connection_made(MockTransport()) + p2.data_received(b"HTTP/1.1 200 OK\r\nContent-Length: 2\r\n\r\nOK") + status, _ = await p2.read_headers() + assert status == 200 + # ============================================================================= # ConnectionPool Tests @@ -399,13 +451,13 @@ async def test_respects_max_connections(self, pool): # Next acquire should block acquire_task = asyncio.create_task(pool.acquire()) - await asyncio.sleep(0.05) + await asyncio.sleep(0) assert not acquire_task.done() assert pool.waiting_count == 1 # Release one - waiter should get it pool.release(conns[0]) - await asyncio.sleep(0.01) + await asyncio.sleep(0) assert acquire_task.done() assert pool.waiting_count == 0 @@ -442,24 +494,165 @@ async def test_release_closes_if_should_close(self, pool): assert pool.total_count == 0 @pytest.mark.asyncio - async def test_close_cleans_up_all(self, pool): - """close() closes all connections and cancels waiters.""" - # Create some connections + async def test_stale_connection_discarded_on_acquire(self, pool): + """_try_get_idle discards dead connections and creates fresh ones.""" conn1 = await pool.acquire() - _ = await pool.acquire() pool.release(conn1) + conn1.protocol._connection_lost = True + conn2 = await pool.acquire() + assert conn2 is not conn1 and pool.total_count == 1 + pool.release(conn2) - # Use remaining slots and start a waiter - _ = [await pool.acquire() for _ in range(2)] - waiter_task = asyncio.create_task(pool.acquire()) - await asyncio.sleep(0.01) + @pytest.mark.asyncio + async def test_idle_timeout_discards_connection(self, echo_server): + """Connections idle longer than max_idle_time are discarded on acquire.""" + loop = asyncio.get_running_loop() + parsed = urlparse(echo_server.url) + p = ConnectionPool( + host=parsed.hostname, + port=parsed.port, + loop=loop, + max_connections=4, + max_idle_time=0.01, + ) + try: + conn1 = await p.acquire() + p.release(conn1) + await asyncio.sleep(0.05) + conn2 = await p.acquire() + assert conn2 is not conn1 and p.total_count == 1 + p.release(conn2) + finally: + await p.close() - # Close pool + @pytest.mark.asyncio + @pytest.mark.parametrize( + "count,expected", + [(3, 3), (None, 4), (5, ValueError)], + ids=["explicit_count", "none_uses_max", "exceeds_max"], + ) + async def test_warmup(self, pool, count, expected): + """warmup() pre-establishes connections, raises on over-limit.""" + if expected is ValueError: + with pytest.raises(ValueError, match="max_connections"): + await pool.warmup(count=count) + else: + result = await pool.warmup(count=count) + assert result == expected + assert pool.idle_count == expected + assert pool.total_count == expected + + @pytest.mark.asyncio + async def test_close_cancels_waiters(self, pool): + """close() cancels all pending waiters and clears the waiter queue.""" + for _ in range(4): + await pool.acquire() + tasks = [asyncio.create_task(pool.acquire()) for _ in range(2)] + await asyncio.sleep(0) + assert pool.waiting_count == 2 await pool.close() + await asyncio.sleep(0) + assert all(t.done() for t in tasks) + assert pool.waiting_count == 0 - assert pool.total_count == 0 - assert pool.idle_count == 0 - assert waiter_task.cancelled() or waiter_task.done() + @pytest.mark.asyncio + async def test_release_idempotent(self, pool): + """Releasing a connection twice is a no-op the second time.""" + conn = await pool.acquire() + pool.release(conn) + pool.release(conn) + assert pool.idle_count == 1 + assert pool.total_count == 1 + + @pytest.mark.asyncio + async def test_unlimited_pool(self, echo_server): + """Pool with max_connections=None allows unlimited connections.""" + loop = asyncio.get_running_loop() + parsed = urlparse(echo_server.url) + p = ConnectionPool( + host=parsed.hostname, + port=parsed.port, + loop=loop, + max_connections=None, + ) + try: + conns = [await p.acquire() for _ in range(8)] + assert p.total_count == 8 + for c in conns: + p.release(c) + # warmup(None) with unlimited pool returns 0 + assert await p.warmup(count=None) == 0 + finally: + await p.close() + + @pytest.mark.asyncio + async def test_waiter_creates_new_connection(self, pool): + """When waiter wakes with no idle connections, it creates a new one.""" + conns = [await pool.acquire() for _ in range(4)] + waiter_task = asyncio.create_task(pool.acquire()) + await asyncio.sleep(0) + assert pool.waiting_count == 1 + # Destroy connection — destroyed, not idled — frees a slot + conns[0].transport.close() + pool.release(conns[0]) + conn = await waiter_task + assert conn is not conns[0] + pool.release(conn) + for c in conns[1:]: + pool.release(c) + + @pytest.mark.asyncio + async def test_is_stale_various_conditions(self, pool): + """is_stale() returns correct results for different connection states.""" + import time as time_mod + from unittest.mock import MagicMock, patch + + conn = await pool.acquire() + pool.release(conn) + old_ts = time_mod.monotonic() - 2.0 + mock_poller = MagicMock() + + # Recently used — skip stale check entirely + assert not conn.is_stale() + + # Fast path: poller already cached, healthy (poll returns empty) — not stale + conn.last_used = old_ts + conn._stale_poller = mock_poller + mock_poller.poll.return_value = [] + assert not conn.is_stale() + + # Fast path: server sent FIN (poll returns events) — stale + mock_poller.poll.return_value = [(5, 1)] + assert conn.is_stale() + + # Fast path: poll raises OSError — stale + mock_poller.poll.side_effect = OSError("bad fd") + assert conn.is_stale() + + # Slow path: no poller, valid fd — creates poller and caches it + conn._stale_poller = None + conn.last_used = old_ts + with patch("inference_endpoint.endpoint_client.http.select") as mock_select: + mock_poll_inst = MagicMock() + mock_select.poll.return_value = mock_poll_inst + mock_select.POLLIN = 1 + mock_select.POLLERR = 8 + mock_select.POLLHUP = 16 + mock_poll_inst.poll.return_value = [] + assert not conn.is_stale() + assert conn._stale_poller is mock_poll_inst + + # Slow path: no poller, fd < 0 — stale + conn._stale_poller = None + conn._fd = -1 + assert conn.is_stale() + + # Slow path: no poller, register raises OSError — stale + conn._fd = 999 + conn._stale_poller = None + with patch("inference_endpoint.endpoint_client.http.select") as mock_select: + mock_select.poll.side_effect = OSError("bad") + assert conn.is_stale() # ============================================================================= @@ -534,7 +727,6 @@ async def make_request(i: int) -> int: # Run 10 concurrent requests (more than pool size of 4) results = await asyncio.gather(*[make_request(i) for i in range(10)]) - assert all(status == 200 for status in results) @pytest.mark.asyncio From dd3cb49b23db00a4b316497f05fbef6e8af85eeb Mon Sep 17 00:00:00 2001 From: Viraat Chandra Date: Tue, 10 Mar 2026 08:38:57 -0700 Subject: [PATCH 10/23] chore: optimize http-template (#165) address pending comment in #162 Refactored Request Building: Refactored the build_request method to leverage these new pre-calculated prefixes, simplifying the logic and reducing string concatenations for common request paths. Prefix Rebuilding Logic: Introduced a new private method _rebuild_prefixes to manage the construction and update of these prefixes, ensuring they are correctly updated when cached headers change. --- .../endpoint_client/http.py | 50 ++++++++----------- 1 file changed, 22 insertions(+), 28 deletions(-) diff --git a/src/inference_endpoint/endpoint_client/http.py b/src/inference_endpoint/endpoint_client/http.py index cd8d0cb0..6d14c118 100644 --- a/src/inference_endpoint/endpoint_client/http.py +++ b/src/inference_endpoint/endpoint_client/http.py @@ -674,7 +674,12 @@ class HttpRequestTemplate: cached_headers: Pre-encoded headers from cache_headers(), included in every request. """ - __slots__ = ("static_prefix", "cached_headers") + __slots__ = ( + "static_prefix", + "cached_headers", + "_prefix_streaming", + "_prefix_non_streaming", + ) # Pre-encoded general headers HEADERS_STREAMING = ( @@ -687,6 +692,7 @@ class HttpRequestTemplate: def __init__(self, static_prefix: bytes): self.static_prefix = static_prefix self.cached_headers = b"" + self._rebuild_prefixes() @classmethod def from_url(cls, host: str, port: int, path: str = "/") -> HttpRequestTemplate: @@ -714,15 +720,21 @@ def from_url(cls, host: str, port: int, path: str = "/") -> HttpRequestTemplate: return cls(static_prefix=(request_line + host_header).encode("ascii")) + def _rebuild_prefixes(self) -> None: + """Merge static_prefix + cached_headers + content-type into two ready-to-use prefixes.""" + base = self.static_prefix + self.cached_headers + self._prefix_streaming = base + self.HEADERS_STREAMING + self._prefix_non_streaming = base + self.HEADERS_NON_STREAMING + def cache_headers(self, headers: dict[str, str]) -> None: """ - Pre-cache extra headers to avoid first-call encoding overhead. + Pre-encode headers that repeat on every request. - Call this during setup to prime the cache for headers that will be - used repeatedly at runtime. + Call this during setup so build_request() only needs body + content_length + at runtime. Args: - headers: Headers to pre-encode and cache + headers: Headers to pre-encode and merge into the request prefix """ encoded = "".join(f"{k}: {v}\r\n" for k, v in headers.items()).encode( "utf-8", "surrogateescape" @@ -731,6 +743,7 @@ def cache_headers(self, headers: dict[str, str]) -> None: # full header lines (e.g. "Authorization: Bearer ...\r\n"), not arbitrary fragments. if encoded not in self.cached_headers: self.cached_headers += encoded + self._rebuild_prefixes() def build_request( self, @@ -749,38 +762,19 @@ def build_request( Returns: Complete HTTP request in bytes. """ - content_type_headers = ( - self.HEADERS_STREAMING if streaming else self.HEADERS_NON_STREAMING - ) + prefix = self._prefix_streaming if streaming else self._prefix_non_streaming content_length = f"Content-Length: {len(body)}\r\n\r\n".encode("ascii") - # Fast path: no extra headers + # Fast path: only body + content_length vary per request if not extra_headers: - return b"".join( - [ - self.static_prefix, - self.cached_headers, - content_type_headers, - content_length, - body, - ] - ) + return b"".join([prefix, content_length, body]) # Slow path: extra headers are encoded per-call; # use cache_headers() at setup time for headers that repeat every request. extra = "".join(f"{k}: {v}\r\n" for k, v in extra_headers.items()).encode( "utf-8", "surrogateescape" ) - return b"".join( - [ - self.static_prefix, - self.cached_headers, - content_type_headers, - extra, - content_length, - body, - ] - ) + return b"".join([prefix, extra, content_length, body]) @dataclass(slots=True) From 733307da743eb70a773b7bcd11e8fd5222f9890f Mon Sep 17 00:00:00 2001 From: Zhihan Jiang <68881590+nvzhihanj@users.noreply.github.com> Date: Wed, 11 Mar 2026 21:20:49 -0700 Subject: [PATCH 11/23] docs: add AGENTS.md with AI coding guidelines (#166) * docs: add AGENTS.md with AI coding guidelines, restructure CLAUDE.md Move repo guidelines from CLAUDE.md into AGENTS.md so they are tool-agnostic and usable by any AI coding agent. CLAUDE.md now contains only an @AGENTS.md include directive. AGENTS.md covers architecture, code organization, development standards, and adds two new sections: a policy requiring AGENTS.md updates alongside significant refactors, and a catalog of common AI coding pitfalls specific to this codebase. Co-Authored-By: Claude Opus 4.6 (1M context) * docs: fix AGENTS.md formatting for prettier compliance Co-Authored-By: Claude Opus 4.6 (1M context) --------- Co-authored-by: Claude Opus 4.6 (1M context) --- AGENTS.md | 319 ++++++++++++++++++++++++++++++++++++++++++++++++++++++ CLAUDE.md | 1 + 2 files changed, 320 insertions(+) create mode 100644 AGENTS.md create mode 100644 CLAUDE.md diff --git a/AGENTS.md b/AGENTS.md new file mode 100644 index 00000000..bf8c12f9 --- /dev/null +++ b/AGENTS.md @@ -0,0 +1,319 @@ +# AGENTS.md + +Guidelines for AI coding agents working in the MLPerf Inference Endpoint Benchmarking System repository. + +## Project Overview + +High-performance benchmarking tool for LLM inference endpoints targeting 50k+ QPS. Python 3.12+, Apache 2.0 licensed. + +## Common Commands + +```bash +# Development setup +python3.12 -m venv venv && source venv/bin/activate +pip install -e ".[dev,test]" +pre-commit install + +# Testing +pytest # All tests (excludes slow/performance) +pytest -m unit # Unit tests only +pytest -m integration # Integration tests only +pytest --cov=src --cov-report=html # With coverage +pytest -xvs tests/unit/path/to/test_file.py # Single test file + +# Code quality (run before commits) +pre-commit run --all-files + +# Local testing with echo server +python -m inference_endpoint.testing.echo_server --port 8765 +inference-endpoint probe --endpoints http://localhost:8765 --model test-model + +# CLI usage +inference-endpoint benchmark offline --endpoints URL --model NAME --dataset PATH +inference-endpoint benchmark online --endpoints URL --model NAME --dataset PATH --load-pattern poisson --target-qps 100 +inference-endpoint benchmark from-config --config config.yaml +``` + +## Architecture + +### Core Data Flow + +``` +Dataset Manager --> Load Generator --> Endpoint Client --> External Endpoint + | + Metrics Collector (EventRecorder + MetricsReporter) +``` + +### Key Components + +| Component | Location | Purpose | +| ------------------- | ------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------ | +| **Load Generator** | `src/inference_endpoint/load_generator/` | Central orchestrator: `BenchmarkSession` owns the lifecycle, `Scheduler` controls timing, `LoadGenerator` issues queries | +| **Endpoint Client** | `src/inference_endpoint/endpoint_client/` | Multi-process HTTP workers communicating via ZMQ IPC. `HTTPEndpointClient` is the main entry point | +| **Dataset Manager** | `src/inference_endpoint/dataset_manager/` | Loads pickle, HuggingFace, JSONL datasets. `Dataset` base class with `load_sample()`/`num_samples()` interface | +| **Metrics** | `src/inference_endpoint/metrics/` | `EventRecorder` writes to SQLite, `MetricsReporter` reads and aggregates (QPS, latency, TTFT, TPOT) | +| **Config** | `src/inference_endpoint/config/` | Pydantic-based YAML schema (`schema.py`), ruleset registry for MLCommons compliance, `RuntimeSettings` for runtime state | +| **CLI** | `src/inference_endpoint/cli.py` | argparse-based with subcommands dispatched from `commands/` | +| **Async Utils** | `src/inference_endpoint/async_utils/` | `LoopManager` (uvloop + eager_task_factory), ZMQ transport layer, event publisher | +| **OpenAI/SGLang** | `src/inference_endpoint/openai/`, `sglang/` | Protocol adapters and response accumulators for different API formats | + +### Hot-Path Architecture + +Multi-process, event-loop design optimized for throughput: + +- `BenchmarkSession` thread schedules samples with busy-wait timing +- Worker processes (N instances) handle HTTP requests via ZMQ IPC +- Uses `eager_task_factory` and `uvloop` for minimal async overhead +- CPU affinity support (`cpu_affinity.py`) for performance tuning +- Custom HTTP connection pooling (`http.py`) with `httptools` parser + +### CLI Modes + +- **CLI mode** (`offline`/`online`): Parameters from command-line arguments +- **YAML mode** (`from-config`): All config from file, no CLI overrides except `--output` + +### Load Patterns + +- `max_throughput`: Offline burst (all queries at t=0) +- `poisson`: Fixed QPS with Poisson arrival distribution +- `concurrency`: Fixed concurrent requests + +## Code Organization + +``` +src/inference_endpoint/ +├── main.py # Entry point (run()) +├── cli.py # CLI parser & dispatcher +├── exceptions.py # CLIError, ExecutionError, InputValidationError, SetupError +├── commands/ # benchmark, eval, probe, info, validate, init +│ ├── benchmark.py # Core benchmark command implementation +│ └── probe.py # Endpoint health checking +├── core/types.py # Query, QueryResult, StreamChunk, QueryStatus (msgspec Structs) +├── load_generator/ +│ ├── session.py # BenchmarkSession - top-level orchestrator +│ ├── load_generator.py # LoadGenerator, SchedulerBasedLoadGenerator +│ ├── scheduler.py # Scheduler, timing strategies +│ ├── sample.py # SampleEventHandler +│ └── events.py # SessionEvent, SampleEvent enums +├── endpoint_client/ +│ ├── http_client.py # HTTPEndpointClient - main client interface +│ ├── worker.py # Worker process implementation +│ ├── worker_manager.py # Manages worker lifecycle +│ ├── http.py # ConnectionPool, HttpRequestTemplate, raw HTTP +│ ├── http_sample_issuer.py # Bridges load generator to HTTP client +│ ├── config.py # HTTPClientConfig +│ ├── adapter_protocol.py # HttpRequestAdapter protocol +│ ├── accumulator_protocol.py # Response accumulation protocol +│ └── cpu_affinity.py # CPU pinning +├── async_utils/ +│ ├── loop_manager.py # LoopManager (uvloop + eager_task_factory) +│ ├── event_publisher.py # Async event pub/sub +│ └── transport/ # ZMQ-based IPC transport layer +│ ├── protocol.py # Transport protocol definitions +│ ├── record.py # Transport records +│ └── zmq/ # ZMQ implementation (context, pubsub, transport) +├── dataset_manager/ +│ ├── dataset.py # Dataset base class, DatasetFormat enum +│ ├── factory.py # Dataset factory +│ ├── transforms.py # ColumnRemap and other transforms +│ └── predefined/ # Built-in datasets (aime25, cnndailymail, gpqa, etc.) +├── metrics/ +│ ├── recorder.py # EventRecorder (SQLite-backed) +│ ├── reporter.py # MetricsReporter (aggregation) +│ └── metric.py # Metric types (Throughput, etc.) +├── config/ +│ ├── schema.py # Pydantic models: LoadPattern, APIType, DatasetType, etc. +│ ├── yaml_loader.py # YAML config loading +│ ├── runtime_settings.py # RuntimeSettings dataclass +│ ├── ruleset_base.py # BenchmarkSuiteRuleset base +│ ├── ruleset_registry.py # Ruleset registry +│ ├── rulesets/mlcommons/ # MLCommons-specific rules, datasets, models +│ └── templates/ # YAML config templates (offline, online, eval, etc.) +├── openai/ # OpenAI-compatible API types and adapters +│ ├── types.py # OpenAI response types +│ ├── openai_adapter.py # Request/response adapter +│ ├── openai_msgspec_adapter.py # msgspec-based adapter (fast path) +│ ├── accumulator.py # Streaming response accumulator +│ └── harmony.py # openai_harmony integration +├── sglang/ # SGLang API adapter +├── evaluation/ # Accuracy evaluation (extractor, scoring, livecodebench) +├── plugins/ # Plugin system +├── profiling/ # line_profiler integration, pytest plugin +├── testing/ +│ ├── echo_server.py # Local echo server for testing +│ ├── max_throughput_server.py # Max throughput test server +│ └── docker_server.py # Docker-based server management +└── utils/ + ├── logging.py # Logging setup + ├── version.py # Version info + └── dataset_utils.py # Dataset utilities + +tests/ +├── conftest.py # Shared fixtures (echo/oracle servers, datasets, settings) +├── test_helpers.py # Test utility functions +├── unit/ # Unit tests (mirror src/ structure) +├── integration/ # Integration tests (real servers, end-to-end) +│ ├── endpoint_client/ # HTTP client integration tests +│ └── commands/ # CLI command integration tests +├── performance/ # Performance benchmarks (pytest-benchmark) +└── datasets/ # Test data (dummy_1k.pkl, squad_pruned/) +``` + +## Development Standards + +### Code Style + +- **Formatter/Linter**: `ruff` (line-length 88, target Python 3.12) +- **Type checking**: `mypy` (via pre-commit) +- **Formatting**: `ruff-format` (double quotes, space indent) +- **License headers**: Required on all Python files (enforced by pre-commit hook `scripts/add_license_header.py`) +- **Conventional commits**: `feat:`, `fix:`, `docs:`, `test:`, `chore:` + +### Pre-commit Hooks + +All of these run automatically on commit: + +- trailing-whitespace, end-of-file-fixer, check-yaml, check-merge-conflict, debug-statements +- `ruff` (lint + autofix) and `ruff-format` +- `mypy` type checking +- `prettier` for YAML/JSON/Markdown +- License header enforcement + +**Always run `pre-commit run --all-files` before committing.** + +### Data Types & Serialization + +- **Core types** (`Query`, `QueryResult`, `StreamChunk`): `msgspec.Struct` with `frozen=True`, `array_like=True`, `gc=False`, `omit_defaults=True` +- **Config types**: `pydantic.BaseModel` for validation +- **Enums**: `str, Enum` pattern for serializable enums (e.g., `LoadPatternType`, `APIType`) +- **Serialization**: `msgspec.json` for hot-path (ZMQ transport), `pydantic` for config + +### Testing + +**Coverage target**: >90% for all new code. + +**Test markers:** + +```python +@pytest.mark.unit # Unit tests +@pytest.mark.integration # Integration tests (may need servers) +@pytest.mark.slow # Skip in CI +@pytest.mark.performance # No timeout, skip in CI +@pytest.mark.run_explicitly # Only run when explicitly selected +``` + +**Async tests**: Use `@pytest.mark.asyncio(mode="strict")` — the project uses strict asyncio mode. + +**Key fixtures** (defined in `tests/conftest.py`): + +- `mock_http_echo_server` — real HTTP echo server on dynamic port +- `mock_http_oracle_server` — dataset-driven response server +- `dummy_dataset` — in-memory test dataset +- `hf_squad_dataset` — HuggingFace squad dataset +- `events_db` — pre-populated SQLite events database +- `max_throughput_runtime_settings`, `poisson_runtime_settings`, `concurrency_runtime_settings` — preset configs +- `clean_sample_event_hooks` — ensures event hooks are cleared between tests + +**Test data**: `tests/datasets/dummy_1k.pkl` (1000 samples), `tests/datasets/squad_pruned/` + +### Performance Guidelines + +These apply especially to code in the hot path (load generator, endpoint client, transport): + +- **No `match` statements in hot paths** — use dict dispatch instead +- **Use `dataclass(slots=True)`** for frequently instantiated classes (or `msgspec.Struct`) +- **Prefer generators** over list comprehensions for large datasets +- **Minimize async suspends** in hot path code +- **Use `msgspec`** over `json`/`pydantic` for serialization in the data path +- **Connection pooling**: The HTTP client uses custom `ConnectionPool` with `httptools` parser — not `aiohttp`/`requests` +- **Event loop**: `uvloop` with `eager_task_factory` via `LoopManager` +- **IPC**: ZMQ-based transport between main process and worker processes + +### Key Dependencies + +| Package | Purpose | +| -------------- | --------------------------------------------------- | +| `uvloop` | Performance-optimized event loop | +| `httptools` | Fast HTTP parser for custom connection pool | +| `msgspec` | Fast serialization for core types and ZMQ transport | +| `pyzmq` | ZMQ IPC between main process and workers | +| `pydantic` | Configuration validation | +| `duckdb` | Data aggregation | +| `transformers` | Tokenization for OSL reporting | + +### Files to NOT Modify + +- `src/inference_endpoint/openai/openai_types_gen.py` — auto-generated, excluded from ruff/pre-commit +- `src/inference_endpoint/openai/openapi.yaml` — OpenAI API spec, excluded from pre-commit + +## Keeping AGENTS.md Up to Date + +**This file is the source of truth for AI agents working in this repo.** If it is stale or wrong, every AI-assisted session starts from a broken foundation. + +### When to Update + +Update AGENTS.md as part of any PR that includes a **significant refactor**, meaning: + +- **Moved, renamed, or deleted modules/packages** — update the Code Organization tree and Key Components table +- **Changed architectural boundaries** (e.g., new IPC transport, replaced pydantic with msgspec for config) — update Architecture and Data Types sections +- **Added or removed CLI commands/subcommands** — update CLI Modes and Common Commands +- **Changed test infrastructure** (new fixtures, changed markers, new test directories) — update Testing section +- **Added or removed key dependencies** — update Key Dependencies table +- **Changed build/tooling** (new pre-commit hooks, changed ruff config, new CI steps) — update Code Style and Pre-commit Hooks +- **Changed hot-path patterns** (new transport, changed serialization, new performance constraints) — update Performance Guidelines + +### How to Update + +1. Treat AGENTS.md changes as part of the refactor itself — include them in the same PR, not as a follow-up +2. Keep descriptions factual and concise — what exists and where, not aspirational design docs +3. If you add a new top-level module under `src/inference_endpoint/`, add it to both the Key Components table and the Code Organization tree +4. If you remove something, remove it from AGENTS.md — stale entries are worse than missing ones + +### Reviewer Checklist + +When reviewing PRs with significant structural changes, verify: + +- [ ] Code Organization tree matches the actual directory structure post-merge +- [ ] Key Components table reflects any moved/renamed/new components +- [ ] No references to deleted files, classes, or modules remain + +## Common AI Coding Pitfalls + +Known failure modes when AI tools generate code for this project. Reference these during code review of AI-assisted PRs. + +### Architecture & Design + +- **Inventing abstractions that don't exist**: AI may introduce new base classes, registries, or factory patterns that don't match the existing architecture. This project uses concrete types and explicit wiring — check that new code follows existing patterns rather than imposing unfamiliar frameworks. +- **Misunderstanding the multi-process boundary**: The endpoint client uses separate worker _processes_ (not threads) communicating over ZMQ. AI-generated code often assumes shared memory, passes unpicklable objects across processes, or adds synchronization primitives (locks, semaphores) that don't work cross-process. +- **Confusing hot-path vs. cold-path**: AI tends to treat all code uniformly. Code in `load_generator/`, `endpoint_client/worker.py`, and `async_utils/transport/` is latency-critical. Pydantic validation, excessive logging, or try/except blocks in these paths will degrade throughput. + +### Serialization & Types + +- **Using the wrong serialization library**: This project uses `msgspec` for hot-path data and `pydantic` for config. AI frequently defaults to `json.dumps`/`json.loads`, `dataclasses`, or applies pydantic where msgspec is required. If the type is a `msgspec.Struct`, encode/decode with `msgspec.json`, not stdlib json. +- **Breaking msgspec Struct constraints**: Core types (`Query`, `QueryResult`, `StreamChunk`) are `frozen=True` with `array_like=True`. AI may try to mutate fields directly (must use `force_setattr`), add mutable default fields, or assume dict-like serialization when the wire format is array-based. +- **Adding `dataclass` where `msgspec.Struct` is expected**: If neighboring types use msgspec, new types in the same module should too. AI defaults to `@dataclass` out of habit. + +### Async & Concurrency + +- **Mixing sync and async incorrectly**: AI may `await` in a sync context, call blocking I/O inside an `async def`, or use `asyncio.run()` when a loop is already running (this project manages its own loops via `LoopManager`). +- **Creating new event loops**: Workers and the main process already have managed event loops. AI may call `asyncio.new_event_loop()` or `asyncio.run()` which conflicts with the existing `LoopManager`/`uvloop` setup. +- **Ignoring `eager_task_factory`**: The project uses Python 3.12's `eager_task_factory` for performance. AI-generated code that creates coroutines expecting lazy scheduling will behave differently than expected. + +### Testing + +- **Generating mock-heavy tests for integration scenarios**: This project has real echo/oracle server fixtures. AI tends to mock HTTP calls even when `mock_http_echo_server` or `mock_http_oracle_server` fixtures exist and should be used. +- **Missing test markers**: Every test function needs `@pytest.mark.unit`, `@pytest.mark.integration`, or another marker. AI-generated tests almost always omit markers, which breaks CI filtering. +- **Wrong asyncio mode**: Tests must use `@pytest.mark.asyncio(mode="strict")` — AI often writes bare `@pytest.mark.asyncio` or forgets it entirely, causing silent test skips or failures. +- **Fabricating fixture names**: AI may invent fixtures that don't exist in `conftest.py`. Always check that referenced fixtures actually exist before using them. + +### Code Style & Repo Conventions + +- **Missing license headers**: Every Python file needs the Apache 2.0 SPDX header. AI never generates these — the pre-commit hook will add them, but be aware of this when reviewing diffs. +- **Importing removed or renamed modules**: After refactors, AI (working from stale context) may import old module paths. Always verify imports resolve to actual files. +- **Over-documenting**: AI generates verbose docstrings, inline comments explaining obvious code, and type annotations on trivial variables. This project prefers minimal comments — only where the _why_ isn't obvious from the code. +- **Adding backwards-compatibility shims**: If something was renamed or removed, AI may add re-exports, aliases, or deprecation wrappers. In this project, just delete the old thing and update all call sites. + +### Dependency & Environment + +- **Adding new dependencies without justification**: AI may `pip install` or add imports for packages not in `pyproject.toml`. Any new dependency must be justified, added to the correct optional group, and pinned. +- **Using `requests`/`aiohttp` for HTTP**: This project has its own HTTP client (`endpoint_client/http.py`) using `httptools`. AI defaults to `requests` or `aiohttp` — these should not appear in production code (test dependencies are fine). diff --git a/CLAUDE.md b/CLAUDE.md new file mode 100644 index 00000000..43c994c2 --- /dev/null +++ b/CLAUDE.md @@ -0,0 +1 @@ +@AGENTS.md From a6ae9831508b38748ef1b06d2b300a035d625cf9 Mon Sep 17 00:00:00 2001 From: arekay-nv <230885705+arekay-nv@users.noreply.github.com> Date: Wed, 11 Mar 2026 23:21:13 -0500 Subject: [PATCH 12/23] Fix example (#167) Signed-off-by: Rashid Kaleem <230885705+arekay-nv@users.noreply.github.com> --- examples/01_LocalBenchmark/run_tinyllm.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/examples/01_LocalBenchmark/run_tinyllm.py b/examples/01_LocalBenchmark/run_tinyllm.py index 4a5570da..c7222f94 100644 --- a/examples/01_LocalBenchmark/run_tinyllm.py +++ b/examples/01_LocalBenchmark/run_tinyllm.py @@ -185,9 +185,9 @@ def issue(self, sample): help="Enable streaming mode for TTFT metrics", ) parser.add_argument( - "--dump-events-csv", + "--dump-events-log", action="store_true", - help="Dump the events to a CSV file", + help="Dump the events to a log file", ) parser.add_argument( "--total-sample-count", @@ -248,7 +248,7 @@ def issue(self, sample): name="tinyllm_benchmark", report_dir="tinyllm_benchmark_report", tokenizer_override=model_runner.tokenizer, - dump_events_csv=args.dump_events_csv, + dump_events_log=args.dump_events_log, ) sess.wait_for_test_end() From 157de98d6edba48f135272f5618905acfba31a4c Mon Sep 17 00:00:00 2001 From: Viraat Chandra Date: Thu, 12 Mar 2026 14:08:11 -0700 Subject: [PATCH 13/23] feat: add http-client design doc (#163) * add http-client design doc --- .pre-commit-config.yaml | 2 +- docs/endpoint_client.md | 1658 +++++++++++++++++ .../01_high_level_architecture.png | Bin 0 -> 43037 bytes .../02_client_architecture.png | Bin 0 -> 151489 bytes .../03_request_response_flow.png | Bin 0 -> 244680 bytes .../06b_transport_overview.png | Bin 0 -> 69720 bytes .../endpoint_client/07_socket_topology.png | Bin 0 -> 57460 bytes .../endpoint_client/09_connection_pool.png | Bin 0 -> 119372 bytes .../endpoint_client/11_build_request_flow.png | Bin 0 -> 35032 bytes .../endpoint_client/12_worker_lifecycle.png | Bin 0 -> 184388 bytes .../endpoint_client/17_startup_sequence.png | Bin 0 -> 188656 bytes .../17c_http_response_protocol.png | Bin 0 -> 72522 bytes .../18_fd_event_loop_protocol.png | Bin 0 -> 241429 bytes .../endpoint_client/18_shutdown_sequence.png | Bin 0 -> 144175 bytes .../19_bench_offline_scaling.png | Bin 0 -> 335627 bytes .../19_bench_offline_scaling_baseline.png | Bin 0 -> 307835 bytes .../19b_bench_offline_scaling_arm.png | Bin 0 -> 338549 bytes .../20_bench_streaming_scaling.png | Bin 0 -> 197471 bytes .../20_bench_streaming_scaling_baseline.png | Bin 0 -> 171885 bytes .../20_event_loop_iteration.png | Bin 0 -> 48709 bytes .../20b_bench_streaming_scaling_arm.png | Bin 0 -> 180771 bytes .../endpoint_client/21_pidstat_threads.png | Bin 0 -> 344877 bytes .../endpoint_client/22_perf_top_worker.png | Bin 0 -> 797647 bytes .../23_strace_syscall_summary.png | Bin 0 -> 160232 bytes .../endpoint_client/24_runqlat_histogram.png | Bin 0 -> 84192 bytes docs/res/endpoint_client/24_tcp_vs_tfo.png | Bin 0 -> 116065 bytes docs/res/endpoint_client/25_tiptop_ipc.png | Bin 0 -> 43808 bytes .../endpoint_client/26_tiptop_branch_miss.png | Bin 0 -> 41434 bytes .../27_pidstat_context_switches.png | Bin 0 -> 136333 bytes .../29_strace_with_getpid_shim.png | Bin 0 -> 265705 bytes 30 files changed, 1659 insertions(+), 1 deletion(-) create mode 100644 docs/endpoint_client.md create mode 100644 docs/res/endpoint_client/01_high_level_architecture.png create mode 100644 docs/res/endpoint_client/02_client_architecture.png create mode 100644 docs/res/endpoint_client/03_request_response_flow.png create mode 100644 docs/res/endpoint_client/06b_transport_overview.png create mode 100644 docs/res/endpoint_client/07_socket_topology.png create mode 100644 docs/res/endpoint_client/09_connection_pool.png create mode 100644 docs/res/endpoint_client/11_build_request_flow.png create mode 100644 docs/res/endpoint_client/12_worker_lifecycle.png create mode 100644 docs/res/endpoint_client/17_startup_sequence.png create mode 100644 docs/res/endpoint_client/17c_http_response_protocol.png create mode 100644 docs/res/endpoint_client/18_fd_event_loop_protocol.png create mode 100644 docs/res/endpoint_client/18_shutdown_sequence.png create mode 100644 docs/res/endpoint_client/19_bench_offline_scaling.png create mode 100644 docs/res/endpoint_client/19_bench_offline_scaling_baseline.png create mode 100644 docs/res/endpoint_client/19b_bench_offline_scaling_arm.png create mode 100644 docs/res/endpoint_client/20_bench_streaming_scaling.png create mode 100644 docs/res/endpoint_client/20_bench_streaming_scaling_baseline.png create mode 100644 docs/res/endpoint_client/20_event_loop_iteration.png create mode 100644 docs/res/endpoint_client/20b_bench_streaming_scaling_arm.png create mode 100644 docs/res/endpoint_client/21_pidstat_threads.png create mode 100644 docs/res/endpoint_client/22_perf_top_worker.png create mode 100644 docs/res/endpoint_client/23_strace_syscall_summary.png create mode 100644 docs/res/endpoint_client/24_runqlat_histogram.png create mode 100644 docs/res/endpoint_client/24_tcp_vs_tfo.png create mode 100644 docs/res/endpoint_client/25_tiptop_ipc.png create mode 100644 docs/res/endpoint_client/26_tiptop_branch_miss.png create mode 100644 docs/res/endpoint_client/27_pidstat_context_switches.png create mode 100644 docs/res/endpoint_client/29_strace_with_getpid_shim.png diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 00fc9d3a..7932333f 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -7,7 +7,7 @@ repos: - id: end-of-file-fixer - id: check-yaml - id: check-added-large-files - exclude: ^(src/inference_endpoint/openai/openai_types_gen.py|src/inference_endpoint/openai/openapi.yaml)$ + exclude: ^(src/inference_endpoint/openai/openai_types_gen.py|src/inference_endpoint/openai/openapi.yaml|docs/res/.*)$ - id: check-merge-conflict - id: debug-statements diff --git a/docs/endpoint_client.md b/docs/endpoint_client.md new file mode 100644 index 00000000..f81a61e6 --- /dev/null +++ b/docs/endpoint_client.md @@ -0,0 +1,1658 @@ + + +# MLPerf Inference Endpoints: HttpClient Design Document + +| Item | Details | +| ------------------------- | ------------------------------------------------------------ | +| **Version** | 0.1 | +| **Author(s)** | Viraat Chandra US | +| **Status** | Draft Completed | +| **Last Updated** | 17/02/2026 | +| **Related Documentation** | [NV Internal] MLPerf Inference Endpoint Technical Design Doc | + +### Review + +| Name | Association | Date | Status | Notes | +| ------ | ----------- | ---- | ----------- | ----- | +| Alice | | | Not Started | | +| Rashid | | | Not Started | | +| Zhihan | | | Not Started | | + +--- + +## Table of Contents + +- [1. Introduction \& Constraints](#1-introduction--constraints) + - [1.1 Functional Requirements](#11-functional-requirements) + - [1.2 Performance Requirements](#12-performance-requirements) + - [1.3 Constraints](#13-constraints) + - [1.4 Non-Goals](#14-non-goals) +- [2. System Overview](#2-system-overview) + - [2.1 Usage](#21-usage) + - [2.2 Inference-Endpoints Integration](#22-inference-endpoints-integration) +- [3. Types](#3-types) +- [4. HTTPClientConfig](#4-httpclientconfig) +- [5. HTTPEndpointClient](#5-httpendpointclient) + - [5.1 Architecture](#51-architecture) + - [5.2 Design Choices](#52-design-choices) +- [6. Worker](#6-worker) + - [6.1 Request Lifecycle](#61-request-lifecycle) + - [6.2 Call Chain](#62-call-chain) + - [6.3 Design Choices](#63-design-choices) +- [7. Transport](#7-transport) + - [7.1 ZMQ Implementation](#71-zmq-implementation) + - [7.2 Benchmarks](#72-benchmarks) +- [8. HTTP Engine](#8-http-engine) + - [8.1 HttpResponseProtocol](#81-httpresponseprotocol) + - [8.2 HttpRequestTemplate](#82-httprequesttemplate) + - [8.3 Connection Pool](#83-connection-pool) + - [8.4 Socket Config](#84-socket-config) + - [8.5 Design Choices](#85-design-choices) + - [8.6 Benchmark Results vs aiohttp](#86-benchmark-results-vs-aiohttp) +- [9. Adapters](#9-adapters) + - [9.1 HttpRequestAdapter](#91-httprequestadapter) + - [9.2 SSEAccumulatorProtocol](#92-sseaccumulatorprotocol) + - [9.3 SSE Stream Parsing](#93-sse-stream-parsing) + - [9.4 Implementations](#94-implementations) +- [10. Initialization \& Shutdown](#10-initialization--shutdown) + - [10.1 WorkerManager](#101-workermanager) + - [10.2 Startup](#102-startup) + - [10.3 Shutdown](#103-shutdown) +- [11. Performance Analysis](#11-performance-analysis) + - [11.1 Worker Scaling](#111-worker-scaling) + - [11.2 Stream Interval Sensitivity](#112-stream-interval-sensitivity) + - [11.3 Worker Thread Profile](#113-worker-thread-profile-pidstat--t) + - [11.4 Context Switches](#114-context-switches-pidstat--w) + - [11.5 CPU Symbol Profile](#115-cpu-symbol-profile-perf-top) + - [11.6 Syscall Profile](#116-syscall-profile-strace--c) + - [11.7 Run Queue Latency](#117-run-queue-latency-runqlat-bpfcc) + - [11.8 Hardware Performance Counters](#118-hardware-performance-counters-tiptop) +- [Appendix A: Concepts](#appendix-a-concepts) +- [Appendix B: Work in Progress (POR)](#appendix-b-work-in-progress-por) +- [Appendix C: Future Optimizations](#appendix-c-future-optimizations) +- [Appendix D: Performance Changelog](#appendix-d-performance-changelog) +- [Bibliography](#bibliography) + +--- + +## Terminology & Acronyms + +| Term | Definition | +| --------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| **Body/stream chunk** | A fragment of an HTTP response body. In streaming mode, each chunk carries one or more SSE events; the terms "body chunk" and "stream chunk" are used interchangeably | +| **GC** | Garbage Collector - Python's automatic memory management | +| **GIL** | Global Interpreter Lock - Python mutex preventing true thread parallelism | +| **IPC** | Inter-Process Communication - data exchange between OS processes | +| **LLM** | Large Language Model | +| **LoadGen** | Load Generator - the component that schedules and issues queries - user of http client | +| **NUMA** | Non-Uniform Memory Access - memory architecture where access time depends on memory location relative to CPU | +| **Query** | Internal IPC message carrying one inference task from main process to worker | +| **QPS** | Queries Per Second | +| **Request** | HTTP/1.1 POST sent by a worker to the LLM endpoint | +| **Sample** | LoadGen's unit of work — one inference task (prompt + parameters) issued to the SUT | +| **Sequence** | Ordered series of tokens — input sequence (prompt) or output sequence (generation) | +| **SMT** | Simultaneous Multi-Threading - hyperthreading; multiple logical CPUs per physical core | +| **SSE** | Server-Sent Events - HTTP streaming protocol for server-to-client push | +| **SUT** | System Under Test - the LLM endpoint being benchmarked | +| **TFB** | Time to First Byte - latency until first HTTP response byte received | +| **TPOT** | Time Per Output Token - average latency between consecutive tokens | +| **TPS** | Tokens Per Second | +| **TTFT** | Time To First Token - latency until first generated token received | +| **Worker** | HTTP request engine running in a separate OS process | +| **ZMQ** | ZeroMQ - high-performance asynchronous messaging library | + +--- + +## 1. Introduction & Constraints + +This document defines the architecture of the HTTP client used for benchmarking LLM Servers by the MLPerf Inference-Endpoints LoadGen. + +#### 1.1 Functional Requirements + +| # | Requirement | Status | +| --- | --------------------------------------------------------------------------- | ------ | +| 1 | Run multiple HTTP/1.1 POST requests concurrently | ✅ | +| 2 | Batch mode requests (final response returned when ready) | ✅ | +| 3 | Streaming mode requests (HTTP-SSE chunks with tokens as they are generated) | ✅ | +| 4 | Multiple API types (OpenAI, SGLANG, TRTLLM) | ✅ | +| 5 | Configurable retry logic | TODO | + +#### 1.2 Performance Requirements + +| # | Requirement | Target | Achieved (x86) | Achieved (ARM) | Notes | +| --- | --------------------------- | ------- | ------------------------------------------ | ----------------------------------------- | ---------------------------------------------------------------------- | +| 1 | QPS (offline) | 100k | ~300k QPS @ 14 workers | ~300k QPS @ 14 workers | Roofline; 1 query ≈ 1000 tokens. No streaming overhead | +| 2 | QPS (streaming, worst-case) | 70k | ~90.6k QPS, ~79.7M SSE-pkts/s @ 96 workers | ~133k QPS, ~121M SSE-pkts/s @ 132 workers | `stream_interval=1` (1 char per SSE chunk → 1000 chunks/response) | +| 3 | Per-request overhead | O(µs) | O(µs) | O(µs) | 300k QPS / 14 workers ≈ 21.4k req/s/worker; ~47µs pure client overhead | +| 4 | Run-to-run jitter | Minimal | | | | + +**Test environments:** x86 = Intel Xeon Platinum 8570 × 2 (112 cores / 224 threads, HT); ARM = NVIDIA Grace × 2 (144 cores). Measured using `benchmark_httpclient.py` (`src/inference_endpoint/utils/`). See [§11](#11-performance-analysis) for full results. + +#### 1.3 Constraints + +The design operates within these constraints, which shape all subsequent architectural decisions. + +| # | Constraint | Detail | Implication | +| --- | ------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| 1 | Pure Python 3.12+ | Python-native project. Performance-critical paths rely on existing C-backed libraries (`httptools`, `msgspec`, `uvloop`, `pyzmq`) for parsing, serialization, event-loop, and IPC respectively | Performance ceiling bounded by Python call overhead; hot path must minimize Python-level work and maximize time spent in C library code | +| 2 | GIL bypass via processes | CPython's GIL prevents true thread parallelism. To saturate high-throughput endpoints we need many concurrent HTTP connections, each independently issuing requests and processing responses | Multi-process architecture via `multiprocessing.Process` with `spawn` start method. Each worker is an independent OS process with its own interpreter, GC, and event loop | +| 3 | Async I/O with event loop | Each worker must drive a many concurrent HTTP connections — writing requests to network buffers, multiplexing reads across many open TCP sockets, and forwarding responses back to the main process via IPC. An event loop minimizes per-operation overhead for both send and receive paths | We use `uvloop` [4], a Cython/libuv-based drop-in `asyncio` replacement that uses `epoll`/`kqueue` for O(1) readiness notification across thousands of file descriptors | + +#### 1.4 Non-Goals + +| # | Non-Goal | Rationale | +| --- | -------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------- | +| 1 | Client-side rate limiting / throttling | LoadGen controls request pacing; client is a transparent pipe | +| 2 | Windows / macOS production support | CPU affinity, NUMA, `TCP_QUICKACK`, and several socket options are Linux-specific; cross-platform runs with reduced functionality | +| 3 | HTTP/2 or HTTP/3 | Not in POR since trtllm-server does not support this yet. | + +--- + +## 2. System Overview + +![High Level System Architecture](res/endpoint_client/01_high_level_architecture.png) + +The HTTP client (`HTTPEndpointClient`) is a multi-process, async HTTP engine that the LoadGen uses to send requests to and receive responses from the target LLM endpoint (e.g. vLLM, SGLang, TRT-LLM). It exposes a `SampleIssuer` interface (`HttpClientSampleIssuer`) so the LoadGen can call `issue(sample)` without knowledge of the underlying transport or HTTP details. + +On initialization, the client spawns N worker processes and sets up IPC channels between the main process event loop and each worker. The **main process** runs two threads: the LoadGen thread (orchestrating the test and scheduling requests) and the event loop thread (`uvloop`-based async dispatcher). The event loop accepts queries from the LoadGen thread via `issue()`, dispatches them to workers in round-robin order, and collects responses back from all workers on the return path. Incoming responses (`StreamChunk` and `QueryResult` messages) are routed to `SampleEventHandler` callbacks. + +Each **worker process** runs its own async event loop in a separate OS process (avoiding GIL contention). A worker receives queries from its IPC channel, builds HTTP requests using the configured API adapter, sends them over its connection pool, and returns responses back via IPC. Each worker handles multiple in-flight requests concurrently. + +### 2.1 Usage + +The client can be used directly: + +```python +from inference_endpoint.endpoint_client import HTTPEndpointClient, HTTPClientConfig +from inference_endpoint.async_utils.transport.zmq.context import ManagedZMQContext +from inference_endpoint.core.types import Query, QueryResult, StreamChunk + +config = HTTPClientConfig(endpoint_urls=["http://localhost:8000"]) + +with ManagedZMQContext.scoped() as zmq_ctx: + client = HTTPEndpointClient(config, zmq_context=zmq_ctx) + + # Issue a query + client.issue(Query(data={ + "prompt": "What is machine learning?", + "model": "Qwen/Qwen3-8B", + "max_completion_tokens": 100, + "stream": True, + })) + + # Collect responses (sync — for callers on a non-async thread) + response = client.poll() # Non-blocking: StreamChunk | QueryResult | None + responses = client.drain() # Non-blocking: returns all available responses + + # Collect responses (async — for callers already on an event loop) + # response = await client.recv() # Blocking: waits for next response; None when closed + + client.shutdown() +``` + +### 2.2 Inference-Endpoints Integration + +In benchmarking mode, the `HttpClientSampleIssuer` bridges the LoadGen thread and the async client. `HttpClientSampleIssuer` implements the `SampleIssuer` interface from the `inference-endpoints` LoadGen framework, converting `Sample` objects to `Query` and routing responses back to `SampleEventHandler` callbacks. + +```python +from inference_endpoint.endpoint_client import HTTPEndpointClient, HttpClientSampleIssuer + +client = HTTPEndpointClient(config) +issuer = HttpClientSampleIssuer(client) +``` + +--- + +## 3. Types + +The endpoint client uses three core message types defined in the parent project (`core/types.py`) for IPC communication. All types are `msgspec.Struct` [5] with performance-oriented options (`frozen`, `array_like`, `gc=False`, `omit_defaults` — see [A.5](#a5-msgspec-serialization) for the full convention table). The `tag` field on `QueryResult` and `StreamChunk` enables union type discrimination during MessagePack deserialization on the fan-in path. + +| Type | Direction | Purpose | +| ------------- | ------------- | ----------------------------------------------------------------------- | +| `Query` | Main → Worker | Request payload with `id`, `data` (prompt/params), `headers` | +| `StreamChunk` | Worker → Main | Intermediate streaming token with `response_chunk`, `is_complete` flag | +| `QueryResult` | Worker → Main | Final response with `response_output`, `error`, auto-set `completed_at` | +| `QueryStatus` | Internal | Enum: `PENDING`, `RUNNING`, `COMPLETED`, `FAILED`, `CANCELLED` | + +```python +class Query(msgspec.Struct, frozen=True, kw_only=True, array_like=True, omit_defaults=True, gc=False): + id: str + data: dict[str, Any] + headers: dict[str, str] + created_at: float + +class QueryResult(msgspec.Struct, tag="query_result", kw_only=True, frozen=True, array_like=True, omit_defaults=True, gc=False): + id: str + response_output: str | tuple[str, ...] | dict[str, str | list[str]] | None + metadata: dict[str, Any] + error: str | None + completed_at: int | msgspec.UnsetType # auto-set via __post_init__ + +class StreamChunk(msgspec.Struct, tag="stream_chunk", frozen=True, kw_only=True, array_like=True, omit_defaults=True, gc=False): + id: str + response_chunk: str + is_complete: bool + metadata: dict[str, Any] + +class QueryStatus(Enum): + PENDING = "pending" + RUNNING = "running" + COMPLETED = "completed" + FAILED = "failed" + CANCELLED = "cancelled" +``` + +--- + +## 4. HTTPClientConfig + +`HTTPClientConfig` (`config.py`) is a `@dataclass` that configures the client, worker pool, and connection management. Several fields support auto-detection via sentinel defaults (`-1`), resolved in `__post_init__`. + +**Classes:** + +| Class | Source | Description | +| ------------------ | ----------- | -------------------------------------------------------- | +| `HTTPClientConfig` | `config.py` | `@dataclass`: client, worker pool, and connection config | + +```python +class APIType(str, Enum): + OPENAI = "openai" + SGLANG = "sglang" + +@dataclass +class HTTPClientConfig: + # Target endpoint URLs; workers assigned round-robin at spawn time + endpoint_urls: list[str] + # Selects adapter + accumulator pair (see §9) + api_type: APIType = APIType.OPENAI + # Bearer token for endpoint authentication + api_key: str | None = None + + # Worker process count + # -1 = auto: min(max(8, numa_domain_size), 24) + num_workers: int = -1 + + record_worker_events: bool = False + event_logs_dir: Path | None = None + log_level: str = "INFO" + + # When True, all SSE chunks emitted via IPC (high main-thread overhead). + # When False (default), only first chunk per response (for TTFT measurement). + stream_all_chunks: bool = False + + # CPU pinning plan for worker processes; None = no pinning + cpu_affinity: AffinityPlan | None = None + + # Worker lifecycle timeouts (seconds) + worker_initialization_timeout: float = 40.0 + worker_graceful_shutdown_wait: float = 0.5 + worker_force_kill_timeout: float = 0.5 + + # Discard connections idle longer than this (seconds). + # Prevents keep-alive race where server closes idle connection + # at the exact moment client sends a new request (half-closed TCP). + max_idle_time: float = 4.0 + + # Pre-establish TCP connections during init for reuse at runtime. + # -1 = auto (50% of pool); 0 = disabled; >0 = explicit count + warmup_connections: int = -1 + + # Maximum concurrent TCP connections per worker. + # -1 = unlimited (bound by system ephemeral port limit) + max_connections: int = -1 + + # Minimum required connections for init; warns if not enough ports. + # -1 = auto (90% of system ephemeral port range); 0 = disable check + min_required_connections: int = -1 + + # GC strategy for worker processes to reduce latency spikes + # "disabled" = GC off; "relaxed" = 100x higher threshold; "system" = defaults + worker_gc_mode: Literal["disabled", "relaxed", "system"] = "relaxed" + + # Pluggable components (None = auto-resolved from api_type in __post_init__) + adapter: type[HttpRequestAdapter] = None # type: ignore[assignment] + accumulator: type[SSEAccumulatorProtocol] = None # type: ignore[assignment] + worker_pool_transport: type[WorkerPoolTransport] = None # type: ignore[assignment] +``` + +#### Auto-configuration (`__post_init__`) + +Three fields resolve `-1` sentinels by probing the host at construction time: + +**`num_workers=-1`:** Detects the NUMA node of the current process, counts physical CPUs in that NUMA domain, and clamps to `min(max(8, numa_cpu_count), 24)`. Falls back to 8 if NUMA info is unavailable. The intent is to keep all workers local to the same NUMA node for memory locality; users can override to use more cores (workers will be pinned to additional cores outside the NUMA domain if an `AffinityPlan` is provided). + +**`max_connections=-1`:** Reads the system ephemeral port range from `/proc/sys/net/ipv4/ip_local_port_range`, counts currently used TCP sockets in that range from `/proc/net/tcp` and `/proc/net/tcp6`, and sets `max_connections` to the remaining available ports. Also sets `min_required_connections` to 90% of the total system port range (used to warn during warmup if too few ports are available). If an explicit `max_connections` value exceeds available ports, raises `RuntimeError`. + +**`cpu_affinity`:** When an `AffinityPlan` is provided (or computed via `compute_affinity_plan()`), cores are auto-detected from sysfs topology and ranked by performance. Ranking sources, checked in order: ACPI CPPC `highest_perf` (Intel P-core vs E-core), ARM `cpu_capacity` (big.LITTLE), `cpuinfo_max_freq` (fallback). The fastest cores are reserved for the main process (LoadGen thread + event loop daemon + transport I/O threads); remaining physical cores are assigned 1:1 to workers. + +--- + +## 5. HTTPEndpointClient + +Unified multi-process HTTP client for LLM inference. Manages a pool of worker processes behind a simple issue/poll/drain interface — actual HTTP request dispatch and response processing run in background worker processes. Exposes both synchronous methods (for callers on non-async threads) and an async `recv()` (for callers already on an event loop). + +**Classes:** + +| Class | Source | Description | +| -------------------- | ---------------- | ------------------------------------------------------------------------------- | +| `HTTPEndpointClient` | `http_client.py` | HTTP client: owns event loop daemon thread, `WorkerManager`, and pool transport | + +**Public API:** + +| Method | Async | Description | +| -------------- | ------- | -------------------------------------------------------------------------- | +| `issue(query)` | No | Dispatch query to next worker (round-robin via `call_soon_threadsafe`) | +| `poll()` | No | Return one response if available, else `None` | +| `recv()` | **Yes** | `await` for next response; `None` when closed. Use from async callers only | +| `drain()` | No | Return all available responses (`list(iter(self.poll, None))`) | +| `shutdown()` | No | Synchronous graceful shutdown of workers and loop; blocks until complete | + +### 5.1 Architecture + +On construction, the client creates a `uvloop` event loop via `LoopManager` (or accepts an external one) and initializes a `WorkerManager` ([§10](#10-initialization--shutdown)) that spawns N worker processes connected via IPC ([§7](#7-transport)). The **main process** dispatches queries round-robin to workers and collects responses from all workers into a single fan-in queue. Each **worker** (×N) is a separate OS process with its own event loop, executing HTTP requests against the target endpoint and returning results via IPC ([§6](#6-worker)). + +**Main process:** + +| Component | Responsibility | Deep Dive | +| --------------------- | ---------------------------------------------------------------- | ----------------------------------- | +| `WorkerPoolTransport` | Fan-out queries to workers, fan-in responses into a single queue | [§7](#7-transport) | +| `WorkerManager` | Spawn, monitor, and shut down worker processes | [§10](#10-initialization--shutdown) | + +**Worker process** (×N, [§6](#6-worker)): + +| Component | Responsibility | Deep Dive | +| ---------------------- | ------------------------------------------------------------------------------------------------------ | ---------------------------------- | +| `Adapter` | Encode queries into HTTP request bodies; decode HTTP responses and SSE messages into typed results | [§9.1](#91-httprequestadapter) | +| `Accumulator` | Collect streaming SSE chunks into a final result; track tokens, emit per-chunk events, assemble output | [§9.2](#92-sseaccumulatorprotocol) | +| `RequestTemplate` | Pre-build static HTTP/1.1 request bytes (method, path, headers); per-request cost: Content-Length only | [§8.2](#82-httprequesttemplate) | +| `ConnectionPool` | Pool of persistent TCP connections to one endpoint; LIFO reuse, stale detection, warmup at init | [§8.3](#83-connection-pool) | +| `HttpResponseProtocol` | Parse HTTP responses from raw bytes via C-level callbacks; expose async read and streaming interfaces | [§8.1](#81-httpresponseprotocol) | + +Client Architecture + +### 5.2 Design Choices + +| Choice | Implementation | Alternative | Rationale | +| ------------------- | ---------------------------------------------------- | ------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| Worker dispatch | Round-robin | Load-aware, work-stealing | Predictable and zero-overhead at dispatch time. Load-aware routing adds per-request decision cost. Work-stealing is a future consideration — see [C.3](#c3-work-stealing-dispatch) | +| Endpoint assignment | Single URL per worker, assigned round-robin at spawn | Per-request routing | Each worker maintains its own connection pool to one endpoint, avoiding cross-worker coordination. Per-request routing is a future consideration tied to work-stealing ([C.3](#c3-work-stealing-dispatch)) — both require workers to handle multiple endpoints | +| Event Loop library | `uvloop` [4] | `asyncio` | Lower per-iteration overhead | + +--- + +## 6. Worker + +Each worker is a separate OS process running its own uvloop event loop ([A.2](#a2-event-loops-and-eager-task-factory)). It receives queries via IPC, executes HTTP requests against its assigned endpoint, and returns responses via IPC. The worker's operation decomposes into two concurrent components on that single event loop: + +- **Main loop (`_run_main_loop`)** — a tight recv → prepare → acquire → write → create_task cycle. Each iteration receives one query from IPC, encodes it to HTTP bytes, acquires a pooled connection, writes the request to the socket, and creates a response task. The loop never blocks on a response — it immediately loops back to receive the next query. All of its await points (`recv`, `pool.acquire`) are designed to return synchronously in the common case. + +- **Concurrent response tasks (`_process_response`)** — each spawned via `create_task()`. A single worker may have hundreds of response tasks alive simultaneously, each waiting independently on network I/O. The event loop multiplexes between them using `HttpResponseProtocol` callbacks ([§8.1](#81-httpresponseprotocol)) that resume suspended tasks when data arrives. + +**Classes:** + +| Class | Source | Description | +| -------- | ----------- | ----------------------------------------------------------------------- | +| `Worker` | `worker.py` | Runs the main loop and concurrent response tasks on a single event loop | + +**Public API:** + +| Function / Method | Async | Description | +| ------------------------------------ | ------- | ----------------------------------------------------------------- | +| `worker_main(id, connector, config)` | No | Process entry point: GC config, uvloop install, `Worker.run()` | +| `Worker.run()` | **Yes** | Top-level: init HTTP components, signal handlers, enter main loop | +| `Worker.shutdown(signum, frame)` | No | SIGTERM handler: sets `_shutdown`, closes request transport | + +### 6.1 Request Lifecycle + +Each request flows through the main loop and a spawned response task — the two concurrent components from [§6](#6-worker). The main loop handles request dispatch; the response task handles response processing independently. The hot-path diagram below traces this lifecycle visually. + +Every async step _can_ resolve synchronously in the common case — suspending only when data is not yet available. + +**Main loop — request dispatch:** + +| Step | Async | Description | +| -------------------- | ------- | --------------------------------------------------------------------------------------------- | +| `recv()` | **Yes** | Receive next query from IPC; suspends only if queue empty | +| `_prepare_request()` | No | Encode query → JSON → HTTP bytes via adapter ([§9.1](#91-httprequestadapter)) | +| `pool.acquire()` | **Yes** | Acquire connection from pool ([§8.3](#83-connection-pool), LIFO); suspends only if pool empty | +| `protocol.write()` | No | Write HTTP request bytes to kernel socket buffer | +| `create_task()` | No | Spawn response task | + +The loop returns to `recv()` immediately after `create_task()` — it never waits for a response. + +**Response task** (`_process_response`, ×N concurrent): + +| Step | Async | Description | +| ---------------- | ------- | ------------------------------------------------------------------------------------------------------- | +| `read_headers()` | **Yes** | Wait for HTTP response headers from network ([§8.1](#81-httpresponseprotocol)) | +| `iter_body()` | **Yes** | Yield buffered body chunks; suspends only if buffer empty ([§8.1](#81-httpresponseprotocol)) | +| parse + send | No | Regex extract + msgspec decode ([§9.3](#93-sse-stream-parsing)); IPC send `StreamChunk` / `QueryResult` | +| `pool.release()` | No | Return connection to idle stack; always synchronous | + +For streaming requests, `iter_body()` → parse + send repeats in a loop until the stream completes, then a final `QueryResult` is sent before `pool.release()`. Non-streaming requests read the full body in a single `read_body()` call, decode, and send one `QueryResult` directly. + +Response processing is spawned as an asyncio Task rather than awaited directly: + +| Approach | Behavior | Throughput | +| --------------------------------- | ---------------------------------------- | --------------------------- | +| `await process_response()` | Main loop blocks until response complete | 1 request at a time | +| `create_task(process_response())` | Main loop continues immediately | 100s of concurrent requests | + +The main loop must keep dispatching new requests while previous responses are still streaming. Without tasks, each request would wait for its full response (potentially seconds for LLM generation) before the next could start. + +**Hot path:** + +The diagram below traces the full lifecycle. The left column shows the main loop's dispatch cycle; the right column shows the concurrent response task with its streaming/non-streaming branch. Red nodes are AWAIT points (potential suspend); green nodes execute synchronously. + +Worker Request Lifecycle + +### 6.2 Call Chain + +The lifecycle above identifies _what_ each step does; the call chain below shows _when_ each step actually suspends. Every `await` in the request path is a potential context switch: the coroutine yields control to the event loop, the event loop selects the next ready task, and that task resumes. The system is designed so that every `await` _can_ resolve synchronously — meaning the entire dispatch-to-send sequence can complete without ever yielding to the event loop: + +| Await Point | Completes Synchronously When | Suspends When | +| ------------------ | ------------------------------------------------------------------------------------------------------- | --------------------------------------------------------- | +| `recv()` | Query already queued in IPC buffer | No queries available — waits for main process to dispatch | +| `pool.acquire()` | Idle connection available in pool | Pool exhausted — waits for a connection to be released | +| `read_headers()` | Response headers already arrived | Server hasn't responded yet — waits for network I/O | +| `iter_body()` | Response data buffered faster than consumed — drains all available chunks synchronously before yielding | Buffer empty — waits for next network read | +| `protocol.write()` | **Always** — kernel socket buffer accepts bytes immediately | Never | +| `pool.release()` | **Always** — returns connection to idle stack | Never | + +In the common case, the request path executes with zero event loop round-trips between `recv()` returning and `read_headers()` suspending on network I/O. + +Request → Response Flow + +### 6.3 Design Choices + +A standard implementation would use `aiohttp` for HTTP and `zmq.asyncio` for IPC. The worker instead uses a custom HTTP stack ([§8](#8-http-engine)) and a custom loopless transport ([§7](#7-transport)); per-component optimizations are documented in those sections. Worker-specific design choices: + +| Choice | Implementation | Alternative | Rationale | +| ------------------ | ------------------------------------------------------------------------------------------------- | -------------------- | -------------------------------------------------------------------------------------------------------------------------------- | +| Main loop split | Separate sync prepare, async fire, and task spawn into three explicit steps | Single combined task | Main loop has only 2 await points and never blocks on a response | +| Eager task factory | `asyncio.eager_task_factory` on worker event loop ([A.2](#a2-event-loops-and-eager-task-factory)) | Default task factory | New tasks execute synchronously until their first true `await`, so `create_task()` runs the response task without yielding first | +| GC tuning | gen0=70000, gen1=10, gen2=100 ("relaxed" mode); full `gc.collect(2)` before entering main loop | Default thresholds | Reduces GC pause frequency by 100× during steady state; pre-loop collection ensures a clean heap before the hot path begins | +| Early conn release | Release connection to pool before sending the final result via IPC | Release after send | Connection becomes available for reuse by other tasks while the IPC send completes, reducing pool contention under load | +| No-retry on error | Wrap error in `QueryResult(error=...)`, send via IPC, continue loop | Retry with backoff | Caller (LoadGen) decides retry policy; worker stays simple and never stalls on transient failures | + +--- + +## 7. Transport + +The transport layer handles all IPC between the main process and worker processes. It defines abstract protocols (`async_utils/transport/protocol.py`) with a concrete ZMQ implementation (`async_utils/transport/zmq/`), keeping the worker and client code decoupled from the underlying messaging library. The protocols are serialization-agnostic — implementations bring their own serialization/deserialization. By convention, all serialization throughout the client uses `msgspec` [5] (MessagePack for IPC, JSON for HTTP); see [A.5](#a5-msgspec-serialization) for the shared usage patterns. `WorkerPoolTransport` owns the full topology; workers only see their own `ReceiverTransport` + `SenderTransport` pair, with no knowledge of other workers or the pool structure. + +**Classes:** + +| Class | Source | Description | +| --------------------- | ----------------------------------- | -------------------------------------------------------------- | +| `ReceiverTransport` | `async_utils/transport/protocol.py` | Protocol: async message receipt (`recv`, `poll`, `close`) | +| `SenderTransport` | `async_utils/transport/protocol.py` | Protocol: non-blocking message send (`send`, `close`) | +| `WorkerConnector` | `async_utils/transport/protocol.py` | Protocol: picklable factory yielding per-worker transport pair | +| `WorkerPoolTransport` | `async_utils/transport/protocol.py` | Protocol: main-process fan-out/fan-in across all workers | + +Transport Protocol Hierarchy + +**Public API — `ReceiverTransport`:** + +| Method | Async | Description | +| --------- | ------- | --------------------------------------------------------------------------------- | +| `recv()` | **Yes** | Blocking receive — returns next deserialized message, or `None` when closed | +| `poll()` | No | Non-blocking receive — returns message if immediately available, `None` otherwise | +| `close()` | No | Close transport and release resources; subsequent `recv()` returns `None` | + +**Public API — `SenderTransport`:** + +| Method | Async | Description | +| ------------ | ----- | ----------------------------------------------- | +| `send(data)` | No | Send a serialized message through the transport | +| `close()` | No | Close transport and release resources | + +**Public API — `WorkerConnector`:** + +| Method | Async | Description | +| --------------------------------- | ------- | ----------------------------------------------------------------------------------------------------------------------------- | +| `connect(worker_id, zmq_context)` | **Yes** | Async context manager yielding `(ReceiverTransport, SenderTransport)` pair for a worker; signals readiness, cleans up on exit | + +**Public API — `WorkerPoolTransport`:** + +| Method / Property | Async | Description | +| ---------------------------------------- | ------- | --------------------------------------------------------------------------------------- | +| `create(loop, num_workers, **overrides)` | No | Factory classmethod — creates configured pool transport bound to the given event loop | +| `worker_connector` | No | Property returning the picklable `WorkerConnector` to pass to spawned worker processes | +| `send(worker_id, query)` | No | Fan-out: dispatch a `Query` to a specific worker by ID | +| `poll()` | No | Fan-in: non-blocking poll for a `QueryResult` or `StreamChunk` from any worker | +| `recv()` | **Yes** | Fan-in: blocking receive — awaits next response from any worker, `None` when closed | +| `wait_for_workers_ready(timeout)` | **Yes** | Block until all workers signal readiness; raises `TimeoutError` if timeout exceeded | +| `cleanup()` | No | Close all transports and release resources (including IPC socket temp dirs). Idempotent | + +**Usage (main process):** + +```python +# Create pool transport bound to the event loop +pool = WorkerPoolTransport.create(loop, num_workers=4) +# Spawn worker processes, passing the picklable connector +for i in range(4): + Process(target=worker_main, args=(i, pool.worker_connector, config)).start() +# Block until all workers have connected and signaled readiness +await pool.wait_for_workers_ready(timeout=30) + +# Fan-out: dispatch a query to a specific worker +pool.send(worker_id=0, query=query) +# Fan-in (non-blocking): returns result immediately or None +result = pool.poll() +# Fan-in (blocking): awaits next result from any worker +result = await pool.recv() + +# Tear down transports and clean up +pool.cleanup() +``` + +**Usage (worker process):** + +```python +# Connect to IPC and signal readiness to the main process +async with connector.connect(worker_id=0) as (receiver, sender): + # Block until the next query arrives + query = await receiver.recv() + # Send the result back via fan-in transport + sender.send(result) +``` + +### 7.1 ZMQ Implementation + +The ZMQ implementation (`ZmqWorkerPoolTransport`) uses direct event loop integration via `add_reader`/`add_writer` on ZMQ file descriptors, rather than pyzmq's async APIs or aiozmq. This eliminates extra abstraction layers and keeps all I/O on the uvloop event loop. + +**Classes:** + +| Class | Source | Description | +| ------------------------ | ---------------------------------------- | ------------------------------------------------------------------------------------------------------------------ | +| `ZmqWorkerPoolTransport` | `async_utils/transport/zmq/transport.py` | Concrete ZMQ pool transport | +| `_ZmqReceiverTransport` | `async_utils/transport/zmq/transport.py` | ZMQ PULL receiver with edge-triggered FD handling | +| `_ZmqSenderTransport` | `async_utils/transport/zmq/transport.py` | ZMQ PUSH sender with buffered writes | +| `_ZmqWorkerConnector` | `async_utils/transport/zmq/transport.py` | Picklable ZMQ connector (`@dataclass`, `slots=True`) | +| `_ZMQSocketConfig` | `async_utils/transport/zmq/transport.py` | ZMQ socket tuning (HWM, buffer sizes, I/O threads) | +| `ManagedZMQContext` | `async_utils/transport/zmq/context.py` | Singleton ZMQ context wrapper with `scoped()` lifetime management (temporary — TODO: fold into transport protocol) | + +#### 7.1.1 Serialization + +The transport uses `msgspec.msgpack` [5] for all IPC serialization. Each transport instance holds a pre-constructed `Encoder` or `Decoder` reused across every message, amortizing the construction cost over the transport lifetime rather than paying it per-message. The decoder is instantiated with a target type (e.g. `msgspec.msgpack.Decoder(type=QueryResult | StreamChunk)`), enabling schema-aware deserialization that allocates the result Struct directly without an intermediate `dict`. + +On the request path, each worker's `ReceiverTransport` holds a `Decoder(type=Query)`. On the response fan-in path, the main process holds a single `Decoder(type=QueryResult | StreamChunk)` — the `tag` field on each Struct (see [§3](#3-types)) tells msgpack which union variant to instantiate without a type-discriminator wrapper or try/except decode fallback. + +The same `msgspec.Struct` type definitions also drive JSON serialization on the HTTP path via `msgspec.json` in the adapter layer (see [§9.1](#91-httprequestadapter)), so there is one schema per message type shared across both IPC and HTTP — no separate serialization models to maintain. See [A.5](#a5-msgspec-serialization) for the full set of Struct conventions, encoder/decoder patterns, and a cross-reference of where msgspec is used across layers. + +#### 7.1.2 Topology + +The main process maintains one dedicated PUSH socket per worker for request fan-out (explicit targeting, no load-balancer overhead) and a single shared PULL socket for response fan-in from all workers. Each worker connects a PULL socket for incoming queries and a PUSH socket for outgoing responses. All sockets use `ipc://` (Unix domain sockets) for zero-copy kernel transport. + +Socket Topology + +#### 7.1.3 Message Flow + +Each IPC message traverses the following path through pyzmq and the kernel (see [A.3](#a3-zeromq-zmq) for pyzmq source-level detail): + +| Step | Thread | Operation | +| ---- | ---------- | ------------------------------------------------------------------------------------------------------------------------------------ | +| 1 | Sender | Serialize the message to msgpack bytes using `msgspec.encode()` | +| 2 | Sender | pyzmq allocates a ZMQ message (`zmq_msg_init_size`), copies bytes into it (`memcpy`), and enqueues it to the ZMQ mailbox (`NOBLOCK`) | +| 3 | ZMQbg/IO/0 | ZMQ I/O thread dequeues the message from the mailbox and writes it to the Unix domain socket via `write()` syscall | +| 4 | Kernel | Kernel copies data from sender's socket buffer to receiver's socket buffer (`unix_stream_sendmsg` to `unix_stream_recvmsg`) | +| 5 | ZMQbg/IO/0 | ZMQ I/O thread reads from the Unix domain socket via `recv()` syscall and enqueues the message to the receiver's mailbox | +| 6 | Receiver | pyzmq receives the ZMQ frame (`zmq_msg_recv`, `NOBLOCK`) and deserializes the msgpack bytes using `msgspec.decode()` | + +Per message: 4 context switches (sender↔IO thread↔kernel↔IO thread↔receiver), 2 kernel syscalls (UDS write + recv). A WIP shared-memory transport eliminates steps 3–5 entirely, achieving ~400k QPS vs ZMQ's ~300k (1.33×) — see [Appendix B.1](#b1-shared-memory-transport-wip). + +#### 7.1.4 Edge-Triggered FD Handling + +ZMQ exposes a single file descriptor per socket for event loop integration (`zmq.FD`). Unlike regular sockets, this FD is **edge-triggered** — it signals state _change_, not data presence. A single edge fires when the socket transitions from "no messages" to "has messages", but does _not_ fire again for subsequent messages that arrive while existing ones are still buffered. If the handler reads only one message per callback (level-triggered style), remaining messages sit unprocessed until an unrelated state change re-triggers the FD. Both `_ZmqReceiverTransport` and `_ZmqSenderTransport` handle this with a drain-and-reschedule pattern (adapted from aiozmq's `_ZmqLooplessTransportImpl` [2]): + +**Key Pattern:** + +```python +def _on_readable(self) -> None: + # 1. Drain ALL available messages synchronously + while True: + try: + nbytes = self._sock.recv_into(self._recv_buf, zmq.NOBLOCK) + self._deque.append(self._decoder.decode(self._recv_view[:nbytes])) + except zmq.Again: + break + + # 2. Wake waiter ONCE after draining + if self._waiter: + self._waiter.set_result(None) + + # 3. Reschedule to catch racing messages + self._soon_call = self._loop.call_soon(self._on_readable) +``` + +| Step | Purpose | +| ---------------------- | --------------------------------------------------------------------------------------------------------------------- | +| Drain loop | Consume all buffered messages synchronously, since the edge notification will not re-trigger for data already present | +| Single wake | Wake the waiting coroutine once after the entire drain completes, rather than once per message | +| `call_soon` reschedule | Schedule another drain to catch messages that arrived during the current drain, since no new edge fires for those | + +Step 3 addresses a race condition: if a message arrives while draining, there is no new edge notification. The `call_soon` reschedule catches these racing messages. + +**Sender Fast/Slow Path:** + +`_ZmqSenderTransport.send()` uses a two-tier strategy to avoid buffer allocation on the common case: + +```python +def send(self, data: Any) -> None: + serialized = self._encoder.encode(data) + + # Fast path: direct send when buffer is empty + if not self._buffer: + try: + self._sock.send(serialized, zmq.NOBLOCK, copy=False) + return + except zmq.Again: + pass + + # Slow path: buffer and register writer + self._buffer.append(serialized) + if not self._writing: + self._writing = True + self._loop.add_writer(self._fd, self._on_writable) + +def _on_writable(self) -> None: + # Drain buffer (same edge-triggered pattern as receiver) + while self._buffer: + try: + self._sock.send(self._buffer[0], zmq.NOBLOCK, copy=False) + self._buffer.popleft() + except zmq.Again: + break + + if not self._buffer: + self._loop.remove_writer(self._fd) + self._writing = False + else: + # Reschedule to catch racing writability + self._soon_call = self._loop.call_soon(self._on_writable) +``` + +| Path | Trigger | Behavior | +| ----- | -------------------------------- | ---------------------------------------------------------------------- | +| Fast | Buffer empty and socket ready | Direct `send(NOBLOCK)` — zero buffer overhead | +| Slow | Socket would block (`zmq.Again`) | Append to `deque`, register `add_writer` callback | +| Drain | `_on_writable` fires | Same edge-triggered drain + `call_soon` reschedule pattern as receiver | + +#### 7.1.5 Design Choices + +| Choice | Implementation | Alternative | Rationale | +| ---------------------- | ------------------------------------------------------------------------- | ---------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| Fan-out topology | N PUSH sockets (one per worker) | Single shared PUSH/DEALER | Explicit worker targeting; prerequisite for future work-stealing or load-aware dispatch ([§7.1.2](#712-topology)) | +| Event loop integration | `add_reader`/`add_writer` on ZMQ FD | pyzmq async, aiozmq | Direct control over hot path; avoids extra abstraction layers (adapted from aiozmq's `_ZmqLooplessTransportImpl` [2]) | +| FD handling | Edge-triggered drain + `call_soon` reschedule | Level-triggered (one-msg-per-callback) | Must drain all messages per callback; reschedule catches racing arrivals (see [§7.1.4](#714-edge-triggered-fd-handling)) | +| Receive queue | `deque` + `Future` | `asyncio.Queue` | No lock overhead; batched waiter notification (wake once after drain, not per-message) | +| Send strategy | Direct `NOBLOCK` fast path, `add_writer` + buffer slow path | Always buffer | Fast path avoids buffer allocation when socket ready; slow path reuses edge-triggered drain (see [§7.1.4](#714-edge-triggered-fd-handling)) | +| Serialization | `msgspec.msgpack` [5] with reusable typed `Encoder`/`Decoder` | pickle, JSON | Schema-aware decode direct to Struct; tagged union discrimination without try/except (see [§7.1.1](#711-serialization)) | +| Recv buffer | Pre-allocated `bytearray` + `recv_into()`, decode from `memoryview` slice | `recv(copy=False)` (Frame alloc + `getsockopt(RCVMORE)` per msg) | Zero per-message allocation; avoids Frame object + wasted RCVMORE syscall. +10-17% msg/s for small messages (see [§7.2](#72-benchmarks)). `send(copy=False, track=False)` on send path | +| I/O threads | 4 C++ background threads | 1, or scale with workers | Tested for 100 workers on 224-core x86; each thread needs a physical core; throughput scales with message rate, not worker count | + +### 7.2 Benchmarks + +The custom transport's primary advantage is eliminating pyzmq's async abstraction layer — all I/O runs directly on uvloop via `add_reader`/`add_writer` callbacks, avoiding the overhead of pyzmq's `ZMQEventLoop` and its per-message future allocation. The benchmarks below measure single-process round-trip (send + recv) throughput across message sizes representative of LLM inference traffic. + +**Test Configuration:** Single-process round-trip (send + recv), varying message sizes. + +| Message Type | Size | Custom (msg/s) | Custom (MB/s) | pyzmq async (msg/s) | pyzmq async (MB/s) | Speedup | +| ------------ | --------------------- | -------------- | ------------- | ------------------- | ------------------ | ------- | +| Query | 32 chars (101 B) | 512,400 | 51.8 | 64,552 | 8.3 | 7.9x | +| StreamChunk | 32 chars (52 B) | 633,400 | 32.9 | 66,800 | 6.4 | 9.5x | +| Query | 512 chars (582 B) | 507,800 | 295.5 | 64,400 | 39.2 | 7.9x | +| StreamChunk | 512 chars (533 B) | 535,800 | 285.6 | 63,424 | 36.6 | 8.4x | +| Query | 4096 chars (4166 B) | 329,200 | 1371.4 | 60,200 | 252.4 | 5.5x | +| StreamChunk | 4096 chars (4117 B) | 358,200 | 1474.7 | 61,553 | 256.1 | 5.8x | +| Query | 16384 chars (16454 B) | 158,200 | 2603.0 | 53,316 | 878.7 | 3.0x | +| StreamChunk | 16384 chars (16405 B) | 169,200 | 2775.7 | 53,787 | 884.7 | 3.1x | +| Query | 32768 chars (32838 B) | 67,600 | 2219.8 | 44,089 | 1449.0 | 1.5x | +| StreamChunk | 32768 chars (32789 B) | 78,600 | 2577.2 | 43,651 | 1433.2 | 1.8x | + +**Observations:** + +- 6-9x msg/s over pyzmq async for typical LLM response sizes (52B - 4KB); narrows with larger messages as memory bandwidth dominates + +--- + +## 8. HTTP Engine + +The HTTP engine provides the low-level TCP connection management and HTTP/1.1 request/response handling that each worker uses to communicate with its assigned endpoint. + +**Classes:** + +| Class | Source | Description | +| ---------------------- | --------- | ------------------------------------------------------ | +| `HttpResponseProtocol` | `http.py` | `asyncio.Protocol` with `httptools` (llhttp) parser | +| `HttpRequestTemplate` | `http.py` | Pre-built HTTP headers, minimal per-request allocation | +| `ConnectionPool` | `http.py` | TCP connection lifecycle, reuse, limiting, and warmup | +| `PooledConnection` | `http.py` | Connection wrapper with staleness detection | + +### 8.1 HttpResponseProtocol + +`HttpResponseProtocol` bridges two programming models: asyncio's callback-based **Protocol** interface (see [§8.1](#81-httpresponseprotocol)) and the async/await world that the worker's response tasks live in. It subclasses `asyncio.Protocol` and wraps `httptools.HttpResponseParser` — a Python binding to Node.js's llhttp, the same C HTTP parser used in production by Node.js and other high-performance servers. + +**Why this architecture:** asyncio's transport/protocol layer operates at the callback level — the event loop calls `data_received(data)` whenever TCP bytes arrive, with no coroutine suspension involved. This is the fastest path for I/O in Python's async ecosystem, but it means the protocol cannot `await` anything. Meanwhile, the worker's response tasks need to `await read_headers()` and `async for chunks in iter_body()`. The protocol bridges this gap using Futures and Events as synchronization primitives: callbacks _set_ them, async methods _await_ them. + +**How callbacks become awaitable results:** When TCP bytes arrive, the C parser fires synchronous callbacks (`on_headers_complete`, `on_body`, `on_message_complete`). Each callback sets a Future or Event — a zero-cost bridge primitive. On the other side, async worker code awaits those same primitives. The diagram below shows the three parallel lanes: each callback (green, left) sets a bridge primitive (amber diamond, center), which an async method (blue, right) awaits. + +HttpResponseProtocol Data Flow + +**FD-based event loop handling:** The diagram below shows the full lifecycle — callbacks on the left write to shared state (Futures, Events, chunk lists) in the center, which the async API on the right awaits. The `iter_body()` sync-drain loop is the key optimization: it drains all buffered chunks synchronously before yielding to the event loop, reducing context switches when data arrives faster than processing. + +HttpResponseProtocol FD Event Loop + +**Public API:** + +| Method | Async | Description | +| ---------------- | ----- | ------------------------------------------------------------------------------------------------------------------------------------------------- | +| `read_headers()` | Yes | Returns `(status_code, headers)`. Fast path: returns immediately if `_headers_complete` already set. | +| `read_body()` | Yes | Returns full body bytes (`b"".join(_body_chunks)`). Used for non-streaming responses. | +| `iter_body()` | Yes | Async generator yielding chunk batches. Drains `_stream_chunks` synchronously, then `await _stream_event.wait()`. See [§8.5](#85-design-choices). | +| `write(data)` | No | Delegates to `transport.write()` (kernel-buffered, non-blocking). | +| `reset()` | No | Clear all state for connection reuse. Lazy parser creation — `_parser = None` until first `data_received()`, amortizing reset cost. | + +**Connection reuse:** Each `PooledConnection` holds one `HttpResponseProtocol` instance for the lifetime of the TCP connection. Between requests, `reset()` clears response state without closing the socket. The parser is set to `None` and lazily re-created on next `data_received()` — this avoids allocating the C parser object during reset when the connection may sit idle. + +**TCP half-close handling:** `eof_received()` marks `_connection_lost = True` to prevent reuse of a connection where the server sent FIN. Without this, a reused connection would accept writes (TCP half-close allows it) but reads would hang forever — a known asyncio footgun [9]. The `should_close` property combines three conditions: `_should_close` (server sent `Connection: close`), `_connection_lost` (EOF/error), and `_exc is not None` (parse error). The pool checks this after each response to decide whether to release or discard the connection. + +### 8.2 HttpRequestTemplate + +HTTP libraries like `aiohttp` and `httpx` build request bytes from scratch on every call — assembling the request line, encoding headers into a dict, serializing the body, and concatenating everything. For a benchmarking client that sends thousands of structurally identical requests per second (same endpoint, same path, same auth headers), this per-request work is pure waste. `HttpRequestTemplate` eliminates it by splitting the HTTP request into **static** parts (built once) and **dynamic** parts (built per-request), then concatenating them with a single `b"".join()`. + +**Public API:** + +| Method | Async | Description | +| ------------------------------------------------ | ----- | -------------------------------------------------------------------------- | +| `from_url(host, port, path)` | No | Classmethod: create template with pre-encoded request line + Host header | +| `cache_headers(headers)` | No | Pre-encode headers (e.g. Authorization) into bytes; call once during setup | +| `build_request(body, streaming, extra_headers?)` | No | Build complete HTTP/1.1 request bytes; fast path when no extra headers | + +**Request byte segments:** + +| Segment | When Built | Description | +| -------------- | ------------ | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| Static prefix | Once (init) | `POST /v1/chat/completions HTTP/1.1\r\nHost: localhost:8000\r\n` — pre-encoded at construction via `from_url()` | +| Cached headers | Once (setup) | `Authorization: Bearer sk-...\r\n` — pre-encoded via `cache_headers()`; reused across all requests | +| Content-Type | Once (class) | Two class-level `bytes` constants: `HEADERS_STREAMING` and `HEADERS_NON_STREAMING`. The streaming/non-streaming branch selects between them — no string encoding at request time | +| Content-Length | Per-request | `Content-Length: 1234\r\n\r\n` — the only header that changes per request; built from a single f-string and ASCII-encoded | +| Body | Per-request | JSON bytes produced by the adapter's `encode_query()` ([§9.1](#91-httprequestadapter)) | + +![build_request() fast/slow path](res/endpoint_client/11_build_request_flow.png) + +The fast path (no extra headers) joins the 5 segments above in a single `b"".join()` — no allocation beyond the final buffer. The slow path (extra headers present) adds a `frozenset` cache key lookup; the first call per unique header set encodes the headers (~1us), subsequent calls hit the cache (~50ns) and join 6 segments. + +### 8.3 Connection Pool + +Each worker maintains its own `ConnectionPool` to its assigned endpoint. The pool manages the full TCP connection lifecycle — creation, reuse, limiting, staleness detection, warmup, and shutdown. It uses a **LIFO stack** for idle connections (recently-used connections are reused first, keeping them "hot" in kernel buffers and reducing staleness) and a **FIFO waiter queue** (`OrderedDict`) for fairness when all connections are in use. +**Public API:** + +| Method | Async | Description | +| --------------- | ------- | ----------------------------------------------------------------- | +| `acquire()` | **Yes** | Get connection: idle stack (LIFO) → create new → wait for release | +| `release(conn)` | No | Return connection to idle stack; notify waiters | +| `warmup(count)` | **Yes** | Pre-establish TCP connections via concurrent `gather()` | +| `close()` | **Yes** | Close all connections and cancel pending waiters | + +Connection Pool Acquire + +**Idle Connection Validation (`is_stale`):** + +When `acquire()` pops a connection from the idle stack, it must verify the server hasn't closed it. `PooledConnection.is_stale()` combines a fast-path skip with a zero-cost kernel probe: + +```python +def is_stale(self) -> bool: + # Fast path: skip select() for recently-used connections. + # A server won't close a connection within 1s of last use, + # so the syscall is unnecessary. Saves ~1µs per acquire. + if time.monotonic() - self.last_used < 1.0: + return False + + # Zero-timeout select(): asks the kernel if any data or + # errors are pending. A healthy idle socket has neither. + readable, _, exceptional = select.select([fd], [], [fd], 0) + return bool(readable or exceptional) +``` + +| `select()` Result | Kernel State | Pool Action | +| ------------------ | -------------------------------------------------------- | --------------------------------- | +| `readable=True` | Server sent FIN, indicating it is closing the connection | Discard connection, try next idle | +| `exceptional=True` | Socket error such as a TCP reset from the server | Discard connection, try next idle | +| Both empty | No pending data or errors on the socket | Connection is healthy, use it | + +The fast-path skip (`< 1.0s`) avoids the `select()` syscall entirely for connections in active rotation — reducing validation from ~1.2µs to ~161ns (see latencies below). + +**Operation Latencies:** + +Per-operation latency measurements for `ConnectionPool` (localhost TCP, uvloop): + +| Operation | Median | p99 | Description | +| ---------------------- | ------ | ----- | ---------------------------------------------------- | +| `_create_connection()` | 92µs | 204µs | New TCP connection (3-way handshake) | +| `_try_get_idle()` | 564ns | 610ns | Pop connection from idle stack | +| `acquire()` | 665ns | 760ns | Get connection (with idle hit) | +| `release()` | 452ns | 543ns | Return connection to pool | +| `is_stale()` | 1.2µs | 2.5µs | Check if server closed connection (`select` syscall) | +| `is_stale()` [skip] | 161ns | 304ns | Skip path (recently used < 1s) | +| `is_alive()` | 130ns | 149ns | Check socket state (flag check only) | + +**Hot Path vs Cold Path:** + +| Scenario | Median Latency | Notes | +| ------------------------ | -------------- | ---------------------------------------------- | +| Pool has idle connection | ~1µs | `acquire()` + `release()` overhead per request | +| Pool empty, must create | ~93µs | ~100x slower; TCP handshake on critical path | + +### 8.4 Socket Config + +The `_SocketConfig` class (`http.py`) defines socket options applied to all TCP connections created by the connection pool. These options are tuned for low-latency streaming workloads where individual request latency directly impacts benchmark measurements. + +| Option | Value | Effect | Interaction | +| ------------------ | ----- | ----------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | +| `TCP_NODELAY` | 1 | Disables Nagle's algorithm, allowing small packets to be sent immediately rather than being buffered for batching | With `TCP_QUICKACK`: eliminates both send batching (Nagle) and receive-side delayed ACK, removing the two primary sources of TCP-induced latency | +| `TCP_QUICKACK` | 1 | Immediately acknowledge received packets instead of delaying acknowledgments (Linux-specific) | Not sticky — kernel may revert to delayed ACK mode; re-applied per connection. Together with `TCP_NODELAY`, ensures neither side introduces artificial delays | +| `SO_KEEPALIVE` | 1 | Enable TCP keepalive probes at the socket level | Activates the kernel keepalive mechanism; actual probe timing controlled by `TCP_KEEPIDLE`, `TCP_KEEPCNT`, `TCP_KEEPINTVL` | +| `TCP_KEEPIDLE` | 1s | Start probing after 1 second idle (Linux-specific) | With `TCP_KEEPCNT=1` + `TCP_KEEPINTVL=1s`: total dead-connection detection time is 2 seconds (1s idle + 1 probe × 1s interval) | +| `TCP_KEEPCNT` | 1 | 1 failed probe = connection declared dead | Aggressive: default is 9. Appropriate here because a failed probe to a local/VPC endpoint indicates genuine failure, not transient packet loss | +| `TCP_KEEPINTVL` | 1s | 1 second between probes | With only 1 probe needed (`TCP_KEEPCNT=1`), a single missed probe triggers connection close | +| `SO_RCVBUF` | 4 MB | Receive buffer size | 4 MB buffer accommodates approximately 1M tokens (at 4 bytes per token) for offline-mode full responses. Prevents the kernel from dropping data when the application is briefly busy | +| `SO_SNDBUF` | 4 MB | Send buffer size | Sized for large request payloads (long prompts). Allows `write()` to complete without blocking even for large HTTP bodies | +| `TCP_USER_TIMEOUT` | 0 | Disabled — no timeout on unacknowledged sent data (Linux-specific) | Keepalive handles dead-connection detection; setting this to 0 avoids interfering with long-running SSE streams where the server may take seconds between chunks | + +**Cross-platform compatibility:** Applied via `_SocketConfig.apply(sock)` with `hasattr()` checks for Linux-specific options (`TCP_KEEPIDLE`, `TCP_QUICKACK`, `TCP_USER_TIMEOUT`). On non-Linux platforms, these options are silently skipped — the system runs with reduced tuning but remains functional. + +### 8.5 Design Choices + +| Choice | Implementation | Alternative | Rationale | +| ------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------ | -------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| HTTP parser | `httptools` [3] (llhttp, C); lazy parser creation (`_parser = None` in `reset()`, constructed on first `data_received()`) | `httpx`, `aiohttp` | Same parser as Node.js; zero-copy callbacks. Lazy creation amortizes reset cost — parser object only allocated when response data actually arrives | +| Idle connection strategy | LIFO stack | Random from idle list | Lower error rate: high load reuses hot connections; low load (long idle) stale ones sink to bottom | +| Waiter queue | FIFO via `OrderedDict` | List, deque | Fair scheduling; O(1) insert/remove | +| Connection limiting | `max_connections` cap; tracks `len(all_connections) + _creating` | Unlimited | Prevents ephemeral port exhaustion — a real production failure mode at high concurrency (see [§8.6](#86-benchmark-results-vs-aiohttp)). Counting in-progress connections (`_creating`) prevents race where concurrent `acquire()` calls overshoot the limit during TCP handshake | +| Staleness detection | `select()` probe on FD with zero timeout | Timeout-based, `poll()` | Detects server FIN without I/O. `select()` over `poll()` avoids poll object creation overhead | +| Preclose skip | `time.monotonic() - last_used < 1.0` → return not-stale immediately | Always probe | Server unlikely to close within 1s of last use; skips `select()` syscall entirely on hot connections under load | +| Socket tuning | `TCP_NODELAY` + `TCP_QUICKACK` [7], 4MB buffers | Defaults | `TCP_NODELAY` disables Nagle batching; `TCP_QUICKACK` disables delayed ACK; together they eliminate both send and receive latency sources. 4MB buffers sized for offline-mode full responses. See [§8.4](#84-socket-config) for full socket option table | +| Ephemeral port detection | Read `/proc/sys/net/ipv4/ip_local_port_range` + `/proc/net/tcp{,6}` | Manual configuration | Auto-sizes `max_connections` to available ports; raises `RuntimeError` if explicit value exceeds limit | +| Connection warmup | Default 50% of pool; `gather(return_exceptions=True)` for concurrent establishment | 0% or 100% | 100% = SYN flood risk to server; 0% = ~100x cold-start penalty per [§8.3](#83-connection-pool); 50% balances startup load vs latency. `return_exceptions=True` ensures individual failures don't abort the warmup batch | +| Idle connection discard | `max_idle_time=4.0s` proactive close | Rely on staleness only | Proactive discard avoids keepalive race with server timeout; 4s chosen to be shorter than typical server keepalive (5-60s) | +| `iter_body` sync drain | `while _stream_chunks: yield chunks` before `await _stream_event.wait()` | Await after every chunk | Drains all available data synchronously before yielding to event loop; reduces context switches when data arrives faster than processing | +| Request build fast path | No extra headers: single `b"".join(...)` skipping cache; with extra headers: `frozenset(headers.items())` keyed cache of pre-encoded bytes | Single code path, encode every request | Common case (no per-request headers) skips dict ops and cache lookup entirely. When headers present, cache hits cost ~50ns vs ~1µs to re-encode; same Authorization header repeated across all requests | +| Body await primitive | `asyncio.Event.wait()` in `iter_body()` | `asyncio.Queue` | No lock overhead; only suspends when buffer empty. `Event.set()` from `on_body` callback is a single pointer write vs Queue's internal locking | + +### 8.6 Benchmark Results vs aiohttp + +Comparison against aiohttp's connection handling. + +**Microbenchmarks:** + +| Benchmark | Throughput Speedup | p99 Improvement | +| -------------------- | ------------------ | --------------- | +| Request Building | 2.20x | 2.73x | +| Pool Acquire/Release | 5.11x | 5.79x | +| Full Request Cycle | 7.81x | 7.43x | +| Streaming Response | 3.19x | 4.94x | + +**End-to-End Benchmark:** Offline mode, 60k queries, vLLM backend (Qwen/Qwen2.5-0.5B-Instruct): + +| Implementation | QPS | TPS | Errors | +| ----------------------------- | ------ | ------- | ------ | +| aiohttp | 563.80 | 733.76 | 20,956 | +| Custom (max_connections=1024) | 721.62 | 1443.23 | 0 | +| Custom (max_connections=22k) | 595.75 | 1170.80 | 1,042 | + +**End-to-End Benchmark:** Offline mode, 20k queries (within ephemeral port limit): + +| Implementation | QPS | TPS | Errors | +| ----------------------------- | ------ | ------- | ------ | +| aiohttp | 532.04 | 959.06 | 1,974 | +| Custom (max_connections=1024) | 696.28 | 1392.56 | 0 | +| Custom (max_connections=22k) | 648.97 | 1297.94 | 0 | + +**Observations:** + +- Bounded connection pool eliminates ephemeral port exhaustion errors +- Lower max_connections (1024) achieves higher throughput than unlimited (22k) due to reduced connection churn +- Custom implementation eliminates "Cannot Assign Given Address" and connection timeout errors common with aiohttp under high load + +--- + +## 9. Adapters + +The adapter and accumulator layers convert between the endpoint client's internal types (`Query`, `QueryResult`, `StreamChunk`) and endpoint-specific wire formats. Each API backend (OpenAI, SGLang) provides an adapter and accumulator pair. Adding a new backend requires implementing these two interfaces — no changes to the HTTP engine, transport, or worker code. + +**Classes:** + +| Class | Source | Description | +| ------------------------ | ------------------------- | -------------------------------------------------- | +| `HttpRequestAdapter` | `adapter_protocol.py` | ABC: encode queries, decode responses, parse SSE | +| `SSEAccumulatorProtocol` | `accumulator_protocol.py` | Protocol: per-request streaming token accumulation | + +### 9.1 HttpRequestAdapter + +Abstract base class (`endpoint_client/adapter_protocol.py`) for HTTP request/response encoding. All methods are `@classmethod` — adapters carry no per-instance state. + +**Public API:** + +| Method | Async | Description | +| ------------------------------------------- | ----- | ------------------------------------------------------------------------------------------------------------------------------------------------------- | +| `dataset_transforms(model_params)` | No | Returns `list[Transform]` to shape dataset rows into `Query.data` dicts for this API format. Must include a `ColumnFilter` to strip extraneous columns. | +| `encode_query(query)` | No | Serialize `Query` to HTTP request body bytes (JSON via `msgspec.json.Encoder`) | +| `decode_response(response_bytes, query_id)` | No | Deserialize HTTP response body to `QueryResult` (JSON via `msgspec.json.Decoder` with typed schema) | +| `decode_sse_message(json_bytes)` | No | Extract content string from a single SSE JSON message | +| `parse_sse_chunk(buffer, end_pos)` | No | Extract all content strings from a buffer region. Default: regex `findall` → loop of `decode_sse_message` calls | + +The base class defines `SSE_DATA_PATTERN: re.Pattern[bytes] = re.compile(rb"data:\s*(\{[^\n]+\})")` — a pre-compiled regex shared by all adapters for extracting JSON documents from SSE `data:` lines. + +All adapters use `msgspec` [5] for serialization — class-level `Encoder`/`Decoder` instances are reused across all requests, and typed decoders write directly into Struct fields with no intermediate `dict` allocation. See [A.5](#a5-msgspec-serialization) for the full set of msgspec usage patterns shared across adapters and transports. + +### 9.2 SSEAccumulatorProtocol + +Protocol class (`endpoint_client/accumulator_protocol.py`) for collecting streaming SSE deltas into final results. Unlike adapters, accumulators are per-request instances (they track state across chunks). + +**Public API:** + +| Method | Async | Description | +| --------------------------------------- | ----- | -------------------------------------------------------------------------------------------- | +| `__init__(query_id, stream_all_chunks)` | No | Initialize with request ID and chunk emission mode | +| `add_chunk(delta)` | No | Process one SSE delta. Returns `StreamChunk` if content should be emitted, `None` otherwise. | +| `get_final_output()` | No | Return complete accumulated result after stream ends | + +**Chunk emission modes:** + +| `stream_all_chunks` | Behavior | Use Case | +| ------------------- | --------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------- | +| `False` (default) | `add_chunk` returns `StreamChunk` only for the first content delta; subsequent deltas return `None` | Time-to-first-token (TTFT) measurement only; minimizes IPC traffic by sending a single chunk | +| `True` | `add_chunk` returns `StreamChunk` for every content delta | Full token-by-token streaming to main process for per-token latency measurement | + +The first emitted chunk carries `metadata={"first_chunk": True}` for TTFT measurement. The final `QueryResult` from `get_final_output()` carries `metadata={"final_chunk": True}`. + +### 9.3 SSE Stream Parsing + +SSE streams deliver multiple JSON messages per network read. The parsing strategy combines regex extraction with batched exception handling to minimize per-message overhead. + +`TODO: Populate with ablation study results (regex vs line-by-line, try-per-iteration vs try-outside-loop, msgspec vs stdlib json)` + +**Pattern:** + +```python +# Single-pass regex extraction over the raw SSE buffer — C-level findall, +# avoids line-by-line splitting and per-line prefix checks. +json_docs = SSE_DATA_PATTERN.findall(buffer[:end_pos]) +parsed_contents = [] + +# try/except wraps entire loop rather than per-iteration: exception frame +# setup has measurable overhead, so we amortize it across the batch. +# Non-content SSE messages (role, finish_reason) raise on decode — expected. +try: + for json_doc in json_docs: + content = decode_sse_message(json_doc) + parsed_contents.append(content) +except Exception: + pass + +return parsed_contents +``` + +**Design Choices:** + +| Choice | Implementation | Rationale | +| --------------------------- | ------------------------------------------ | ----------------------------------------------------------------------------------------------------------------------------- | +| Regex extraction | Pre-compiled pattern with `findall()` | Extracts all JSON documents in a single pass over the buffer using C-level regex iteration, avoiding line-by-line splitting | +| Exception handler placement | `try` wraps entire loop, not per-iteration | Python exception frame setup has measurable overhead; wrapping the entire batch shares that cost across all messages | +| Typed decoding | `msgspec.json.Decoder` with schema | Decodes JSON directly into typed Struct fields, skipping the intermediate `dict` allocation that stdlib `json.loads` produces | +| Batch yield | Yields `list[str]` per network read | Returns all parsed content from one network read as a single batch, reducing async suspend/resume cycles in the caller | + +### 9.4 Implementations + +| Class | Source | Description | +| ----------------------- | ---------------------------------- | ------------------------------------------------ | +| `OpenAIMsgspecAdapter` | `openai/openai_msgspec_adapter.py` | OpenAI Chat Completions adapter (msgspec codecs) | +| `OpenAISSEAccumulator` | `openai/accumulator.py` | OpenAI streaming delta accumulator | +| `SGLangGenerateAdapter` | `sglang/adapter.py` | SGLang generate endpoint adapter | +| `SGLangSSEAccumulator` | `sglang/accumulator.py` | SGLang streaming delta accumulator | + +All OpenAI and SGLang request/response types follow the Struct conventions from [A.5](#a5-msgspec-serialization) (`frozen`, `kw_only`, `omit_defaults`, `gc=False`). Notable exceptions: `ChatCompletionResponse` uses `omit_defaults=False` (must encode all fields for downstream consumers). OpenAI `SSEDelta` includes a `reasoning: str` field for reasoning model outputs. `SSEMessage.choices` is typed as `tuple[SSEChoice, ...]` (not `list`) for immutability. + +--- + +## 10. Initialization & Shutdown + +The initialization and shutdown subsystem manages worker process lifecycle: spawning, CPU pinning, readiness barrier, and graceful termination. + +**Classes:** + +| Class | Source | Description | +| --------------- | ------------------- | ------------------------------------------------------------------- | +| `WorkerManager` | `worker_manager.py` | Orchestrates worker lifecycle: spawn, pin, liveness check, shutdown | + +### 10.1 WorkerManager + +The `WorkerManager` (main process) orchestrates the worker lifecycle: spawn, CPU pinning, liveness-check, and shutdown. Each worker process goes through a deterministic startup sequence before entering the request-processing main loop (see [§6](#6-worker)). + +**Public API:** + +| Method | Async | Description | +| -------------- | ------- | ------------------------------------------------------------ | +| `initialize()` | **Yes** | Spawn workers, pin CPUs, wait for readiness signals | +| `shutdown()` | **Yes** | Terminate → wait → kill remaining → join → cleanup transport | + +### 10.2 Startup + +Startup Sequence + +### 10.3 Shutdown + +Shutdown Sequence + +--- + +## 11. Performance Analysis + +Empirical measurements of the endpoint client under sustained load. Benchmarks use `benchmark_httpclient.py` (`src/inference_endpoint/utils/`). The profiling approach starts with macro-level benchmarks (§11.1–§11.2) to establish throughput ceilings, then drills into per-worker behavior (§11.3–§11.8) using progressively finer-grained tools to identify where CPU time is actually spent. + +**Key findings:** + +| Section | Tool | What It Measures | Finding | +| ------- | --------------------- | ------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | +| 11.1 | benchmark (offline) | End-to-end throughput vs worker count | ~300k QPS @ 14 workers on both x86 and ARM Grace | +| 11.2 | benchmark (streaming) | End-to-end throughput with SSE streaming | x86: ~90.6k QPS @ 96 workers; ARM Grace: ~133k QPS @ 132 workers | +| 11.3 | `pidstat -t` | Per-thread CPU split (user vs kernel) | The worker runs two active threads: the event loop (78% CPU, 55% user / 23% kernel) and the ZMQ I/O thread (29% CPU, 8% user / 20% kernel). The ZMQ thread spends more than twice as much time in kernel as in userspace | +| 11.4 | `pidstat -w` | Context switch frequency | 3k voluntary and 1.3k involuntary context switches per second; the worker yields on epoll more often than it is preempted by the scheduler | +| 11.5 | `perf top` | CPU symbol-level hotspots per thread | ~45% of total CPU is spent inside kernel syscalls (22.73% python3 thread + 22.67% ZMQ thread). The CPython interpreter (`_PyEval_EvalFrameDefault`) is the single hottest userspace function at 7.25% exclusive CPU | +| 11.6 | `strace -c` | Syscall frequency and cumulative time | 131k syscalls per second dominated by `write` (57%) and `read` (23%). `getpid` accounts for 53k redundant calls from libzmq's fork-safety check, wasting ~5% of total worker CPU | +| 11.7 | `runqlat` | Kernel scheduling delay histogram | Most thread wake-ups are scheduled within single-digit microseconds; the worker rarely waits for a CPU core | +| 11.8 | `tiptop` | Hardware performance counters (IPC, cache) | Instructions per cycle is approximately 1.0, consistent with CPython interpreter workloads | + +**IPC overhead:** ~25% of worker CPU (reverse Amdahl's Law: WIP [shared-memory transport](#b1-shared-memory-transport-wip) at ~400k QPS vs ZMQ's ~300k QPS → `1 - 1/1.33 ≈ 0.25`). Down from ~56% before `recv_into` and `array_like` optimizations. Pre-optimization profiling detail in §11.3–§11.8. + +**Test Environments:** + +| Role | CPU | Arch | Cores / Threads | Sections | +| --------------- | --------------------------------- | ------- | ---------------------------- | ----------- | +| Benchmark (x86) | Intel Xeon Platinum 8570 × 2 | x86_64 | 112 cores / 224 threads (HT) | §11.1–§11.2 | +| Benchmark (ARM) | NVIDIA Grace × 2 | aarch64 | 144 cores | §11.1–§11.2 | +| Profiling | AMD Ryzen Threadripper PRO 7965WX | x86_64 | 24 cores / 48 threads (SMT) | §11.3–§11.8 | + +### 11.1 Offline Roofline + +**x86 (Intel Xeon Platinum 8570 × 2, 112 cores):** + +![Offline Benchmark Sweep — x86](res/endpoint_client/19_bench_offline_scaling.png) + +**ARM (NVIDIA Grace × 2, 144 cores):** + +![Offline Benchmark Sweep — ARM](res/endpoint_client/19b_bench_offline_scaling_arm.png) + +Offline (non-streaming) scaling sweep — 1 query = 1000 characters/tokens, `max_concurrency=100000`. The benchmark server (`MaxThroughputServer`) returns pre-built responses with no compute, so all measured overhead is purely client-side. This measures raw request dispatch and response collection throughput without per-token streaming overhead: + +- **Send Rate** reaches ~300k QPS at ~14 workers on both x86 and ARM Grace. Beyond the plateau, send throughput is flat. +- **Recv Rate** tracks send rate closely in offline mode since each response is returned as a single body read — no per-chunk event loop pressure. +- **Stall%** measures the fraction of send time the benchmark spent blocked on back-pressure (in-flight requests hit `max_concurrency`). + +### 11.2 Streaming Worst-Case + +**x86 (Intel Xeon Platinum 8570 × 2, 112 cores):** + +![Streaming Benchmark Sweep — x86](res/endpoint_client/20_bench_streaming_scaling.png) + +**ARM (NVIDIA Grace × 2, 144 cores):** + +![Streaming Benchmark Sweep — ARM](res/endpoint_client/20b_bench_streaming_scaling_arm.png) + +Streaming scaling sweep (`stream_interval=1` — server emits 1 character per SSE chunk, so a 1000-char response produces ~1000 SSE events; worst-case for event loop and parsing pressure), 4–128 workers, `duration=10.0`, `max_concurrency=100000`, with per-second variation bands: + +- **Send Rate** peaks at ~90.6k QPS at ~96 workers on x86; ~133k QPS at ~132 workers on ARM Grace. +- **Recv Rate** peaks at ~79.4k resp/s on x86; ~121.3k resp/s on ARM Grace. +- **SSE Rate** scales near-linearly to ~79.7M SSE-pkts/s on x86; ~121M SSE-pkts/s on ARM Grace. Per-worker streaming throughput is independent — each worker's `iter_body()` drain loop ([§6.2](#62-call-chain)) processes chunks without contention. +- **Stall%** remains nonzero even at high worker counts — streaming is recv-limited (main process fan-in bottleneck). + +The remaining profiles (§11.3–§11.8) were captured on the profiling machine — AMD Ryzen Threadripper PRO 7965WX (24 cores / 48 threads) — to isolate per-worker behavior under streaming load: + +| Tool | Command | What It Measures | +| --------------- | ----------------------------- | ----------------------------------------------------------------- | +| `pidstat` | `pidstat -p -t 5` | Per-thread CPU breakdown (usr/sys/total) at 5-second intervals | +| `pidstat` | `pidstat -p -w 5` | Voluntary and involuntary context switches per second | +| `perf top` | `sudo perf top -p ` | Live CPU sampling — hottest functions across kernel and userspace | +| `strace` | `sudo strace -c -p ` | Syscall frequency, cumulative time, and error counts | +| `runqlat-bpfcc` | `sudo runqlat-bpfcc -p ` | BPF-traced kernel run queue latency histogram (scheduling delay) | +| `tiptop` | `tiptop -p ` | Hardware performance counters — IPC, cache misses, branch misses | + +### 11.3 Worker Thread Profile (`pidstat -t`) + +![pidstat -t — per-thread CPU breakdown](res/endpoint_client/21_pidstat_threads.png) + +`pidstat -p -t 5` output for a single worker process during a streaming run. Two 5-second sample intervals are shown, followed by averages. In `pidstat -t` output, the first `python3` row (TID = PID) is the **process total** — the aggregate of all threads. Subsequent rows are individual threads: + +| Row | %usr | %sys | %wait | %CPU | Role | +| ----------------------- | ---- | ---- | ----- | ---- | ------------------------------------------------------------------------------------------ | +| python3 (process total) | 65 | 42 | 2.80 | 107 | Aggregate across all threads — not a thread itself | +| python3 (worker thread) | 55 | 23 | 2.80 | 78 | Main worker thread — uvloop event loop running `_run_main_loop`, protocol callbacks, tasks | +| python3 (idle thread) | 0 | 0 | 0.0 | 0 | Idle thread — no activity during profiling | +| `ZMQbg/IO/0` | 8 | 20 | 9.30 | 29 | ZMQ background I/O thread — handles IPC socket reads/writes at the C++ level | +| `_jemalloc_bg_thd` | 0 | 0 | 0.0 | 0 | jemalloc background purge thread — negligible overhead | +| `iou-sqp-*` | 0 | 0 | 0.0 | 0 | io_uring submission queue polling thread — present but idle (not used by this workload) | +| `ZMQbg/Reaper` | 0 | 0 | 0.0 | 0 | ZMQ socket cleanup thread — negligible | + +The worker thread consumes ~78% CPU (55% usr + 23% sys), with sys time reflecting kernel socket operations (`sendmsg`/`recvmsg`, `epoll_wait`). The ZMQ I/O thread adds ~29% CPU independently but with an inverted profile: it spends more than 2× as much time in kernel (20% sys) as in userspace (8% usr), confirming that ZMQ's C++ layer is a thin dispatch wrapper with the real work happening in kernel I/O (Unix domain socket reads/writes, polling). Combined, the process total reaches ~107% (more than one core) because the two threads run on separate cores concurrently. + +**`%wait` — scheduling delay:** This column measures the percentage of time a runnable thread spent waiting in the kernel run queue for a CPU core. It is not I/O wait — all I/O is non-blocking via epoll. The ZMQ I/O thread has the highest wait at 9.3%, meaning it frequently wakes to drain IPC messages but must wait for a core. The worker thread's 2.8% is consistent with ~1,295 involuntary context switches/s ([§11.4](#114-context-switches-pidstat--w)). + +**Core pinning does not eliminate this contention.** Experimentally, increasing the number of physical cores pinned to workers does not reduce `%wait` — the bottleneck is internal to the ZMQ transport layer, not core availability. + +### 11.4 Context Switches (`pidstat -w`) + +![pidstat -w — context switch rates](res/endpoint_client/27_pidstat_context_switches.png) + +`pidstat -p -w 5` on the same worker process (Threadripper PRO 7965WX): + +| Metric | Average | Analysis | +| --------- | ------- | --------------------------------------------------------------------------------------------------------------------- | +| cswch/s | 3,034 | Voluntary context switches — corresponds to `epoll_pwait` calls when no events are ready | +| nvcswch/s | 1,295 | Involuntary preemptions — OS scheduler displacing the worker; CPU pinning ([§4](#4-httpclientconfig)) minimizes these | + +These numbers were captured under sustained streaming load. The ~3:1 voluntary-to-involuntary ratio shows that even under full pressure, the worker still yields voluntarily (via `epoll_pwait`) more often than it is preempted — meaning the event loop occasionally drains all ready events and briefly blocks for new ones. + +### 11.5 CPU Symbol Profile (`perf top`) + +![perf top — worker process hottest symbols](res/endpoint_client/22_perf_top_worker.png) + +`sudo perf top -p ` during a streaming run. Two threads: `python3` (worker event loop) and `ZMQbg/IO/0` (ZMQ I/O thread). Collapsed from 65+ symbols into functional domains: + +- **Self%** = exclusive CPU time in that function only (no callees). Can be summed across rows without double-counting. +- **Children%** = time in that function + everything it calls. Cannot be summed (overlaps across rows). +- **~45% of total CPU** is spent inside kernel syscalls (22.73% python3 + 22.67% ZMQbg). + +**python3 thread** (worker event loop): + +| Functional Domain | Self% | Children% | Call Chain | Analysis | +| ---------------------- | --------- | --------- | --------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------ | +| **Python interpreter** | **7.25%** | 21.15% | `_PyEval_EvalFrameDefault` + `_PyObject_MakeTpCall` | Highest exclusive CPU consumer. CPython bytecode interpretation for msgpack serialization/deserialization, JSON encoding, and protocol callbacks | +| **Kernel syscalls** | 0.16% | 22.73% | `entry_SYSCALL_64` → `do_syscall_64` | 22.73% of CPU spent in kernel work for this thread, primarily TCP stack operations and epoll | +| ↳ TCP TX | 1.16% | 13.02% | `sock_write_iter` → `tcp_sendmsg_locked` → `tcp_write_xmit` → `__tcp_transmit_skb` → `ip_output` → `__dev_queue_xmit` | HTTP request and response data written through the kernel TCP stack | +| ↳ epoll | — | — | `epoll_wait` → `do_epoll_wait` → `ep_poll` | Event loop polling for readiness on HTTP and IPC file descriptors | +| **uvloop** | 0.39% | 15.68% | `Handle__run` → `UVStream.__try_write` → `__libc_write` | Minimal exclusive CPU time; uvloop is an optimized C/Cython event loop that passes through to kernel I/O | + +**ZMQbg/IO/0 thread** (ZMQ I/O): + +| Functional Domain | Self% | Children% | Call Chain | Analysis | +| ------------------- | ----- | --------- | --------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------- | +| **Kernel syscalls** | 0.15% | 22.67% | `entry_SYSCALL_64` → `do_syscall_64` | 22.67% of CPU spent in kernel work for this thread, primarily IPC I/O and scheduling | +| ↳ Scheduler | 0.74% | 10.30% | `schedule` → `__schedule` → `pick_next_task` → `pick_next_task_fair` | Kernel context-switching as the ZMQ I/O thread yields on `epoll_wait` and resumes when data arrives | +| ↳ epoll | — | — | `epoll_wait` → `do_epoll_wait` → `ep_poll` | Event loop polling for readiness on ZMQ IPC file descriptors | +| **ZMQ internals** | 0.01% | 29.42% | `clone3` → `start_thread` → ZMQ internals + `__libc_recv` + `unix_stream_recvmsg` | ZMQ userspace code is a thin dispatch layer; the 29.42% Children is dominated by kernel I/O underneath (Unix domain socket reads/writes, polling) | + +**Shared (softirq context)** — softirqs are deferred interrupt handlers that run in kernel context after a hardware interrupt (e.g., NIC signals packet arrival). They execute outside any thread, borrowing whatever CPU was interrupted, so their cost is not attributed to either thread above: + +| Functional Domain | Self% | Children% | Call Chain | Analysis | +| ----------------- | ----- | --------- | -------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------- | +| **Network RX** | 0.94% | 5.83% | `__do_softirq` → `net_rx_action` → `__napi_poll` → `__netif_receive_skb` → `ip_rcv` → `tcp_v4_rcv` | Kernel receives incoming TCP packets, reassembles segments, and wakes the relevant `epoll` waiters | + +### 11.6 Syscall Profile (`strace -c`) + +![strace -c — syscall summary](res/endpoint_client/23_strace_syscall_summary.png) + +`sudo strace -c -p ` — syscall summary for a single worker during a streaming run: + +| Syscall | % Time | Calls | Errors | Path | Analysis | +| ---------------- | ------ | ------- | ------ | --------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | +| `write` | 56.95% | 108,778 | | IPC, HTTP | uvloop `UVStream.__try_write` (HTTP/TCP) + libzmq `zmq_sendiov` (IPC/UDS) | +| `read` | 22.87% | 69,854 | | IPC, HTTP | uvloop `uv__read` (HTTP responses) + libzmq (8-byte IPC signaling reads) | +| `getpid` | 11.65% | 53,086 | | IPC | 53k calls (~27k/s) from libzmq's fork-safety check (`ctx_t::check_tag`) on every `zmq_msg_send`/`zmq_msg_recv`. glibc ≥2.25 removed its PID cache, so each call is a real syscall. With kernel syscalls at ~45% of total CPU ([§11.5](#115-cpu-symbol-profile-perf-top)), this wastes ~5% of the worker's CPU on a redundant check. See [`getpid` cache shim](#c4-getpid-cache-shim) | +| `poll` | 2.43% | 10,953 | | IPC | libzmq internal signaling during `zmq_sendiov` on the ZMQ signaling socket | +| `epoll_pwait` | 1.42% | 695 | | IPC, HTTP | uvloop event loop — monitors both IPC and HTTP FDs; low call count = rarely blocks under load | +| `futex` | 0.98% | 1,591 | 232 | Ser/des | malloc lock contention from msgspec `Encoder.encode` → `_PyBytes_Resize` → `PyObject_Realloc` | +| `getsockname` | 0.94% | 3,806 | | HTTP | uvloop `TCPTransport._call_connection_made` — retrieves local address on new connections | +| `setsockopt` | 0.74% | 3,461 | | HTTP | uvloop `PseudoSocket.setsockopt` — TCP_NODELAY etc. per connection ([§8.4](#84-socket-config)) | +| `connect` | 0.40% | 347 | 347 | HTTP | uvloop `uv__tcp_connect` — all return `EINPROGRESS` (async TCP handshake) | +| `io_uring_enter` | 0.39% | 1,039 | | IPC, HTTP | uvloop `uv__epoll_ctl_flush` — io_uring used to batch epoll_ctl modifications | +| `socket` | 0.19% | 347 | | HTTP | TCP socket creation for new connections | + +**With [`getpid` cache shim](#c4-getpid-cache-shim) applied:** + +![strace with getpid cache shim](res/endpoint_client/29_strace_with_getpid_shim.png) + +`getpid` drops to **0 calls**. The syscall profile is now dominated by `write` (69.23%) and `read` (22.46%) — the actual I/O work, no longer diluted by getpid overhead. + +### 11.7 Run Queue Latency (`runqlat-bpfcc`) + +![runqlat-bpfcc — scheduler latency histogram](res/endpoint_client/24_runqlat_histogram.png) + +`sudo runqlat-bpfcc -p ` — BPF-traced histogram of kernel run queue latency (time between a thread becoming runnable and actually getting scheduled onto a CPU). The vast majority of wake-ups complete in single-digit microseconds, but a small percentage experience longer scheduling delays. + +### 11.8 Hardware Performance Counters (`tiptop`) + +![tiptop — IPC and cache metrics](res/endpoint_client/25_tiptop_ipc.png) + +![tiptop — branch prediction metrics](res/endpoint_client/26_tiptop_branch_miss.png) + +`tiptop` captures two views of hardware performance counters for the worker process: + +**View 1 — IPC and Cache:** + +| Metric | Value | Analysis | +| ------ | ------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | +| %CPU | 105.8% | Process total exceeds 100% — worker thread and ZMQ I/O thread run truly parallel on separate cores | +| %SYS | 22.9% | ~23% of cycles in kernel mode — consistent with `perf top` syscall overhead | +| Mcycle | 4,960M | ~5 billion cycles in sample period | +| Minstr | 4,851M | ~5 billion instructions executed | +| IPC | 0.98 | ~1 instruction per cycle — below the ~2–4 IPC of optimized native code. Reflects Python interpreter's unpredictable branching and pointer-chasing memory access patterns | +| %MISS | 2.69% | Last-level cache miss rate — moderate; working set fits mostly in L2/L3 | +| %BMIS | 0.91% | Branch misprediction rate — low; hot loops (`_PyEval_EvalFrameDefault`, `epoll_wait`) are predictable | + +**View 2 — Branch and Instruction Cache:** + +| Metric | Value | Analysis | +| ------ | ------ | ----------------------------------------------------------------------------------------------------------- | +| %CPU | 108.4% | Consistent with view 1 — two threads running in parallel | +| %MIS/I | 0.88% | Instruction cache misses per instruction — Python's large interpreter loop causes moderate I-cache pressure | +| %MISP | 4.19% | Mispredicted branches as % of all branches — indirect call dispatch (Python vtable, protocol callbacks) | +| %BR/I | 21.0% | ~1 in 5 instructions is a branch — high branch density typical of interpreter loops and event dispatch | + +--- + +## Appendix A: Concepts + +This appendix provides background on key concepts referenced throughout the design document. + +--- + +### A.2 Event Loops and Eager Task Factory + +The event loop is the core scheduler for async code. It monitors I/O readiness and dispatches callbacks. + +**Event Loop Execution Model:** + +![Event Loop Iteration](res/endpoint_client/20_event_loop_iteration.png) + +**Performance considerations:** + +| Factor | Impact | Mitigation | +| ------------------- | ------------------------------------------------ | ------------------------------------------------------------ | +| Loop implementation | Default asyncio has Python overhead | Use `uvloop` (Cython, libuv-based) | +| Task creation | `create_task()` schedules for next iteration | Use `eager_task_factory` for immediate execution (see below) | +| Callback overhead | Each callback has dispatch cost | Batch operations; drain patterns | +| I/O polling | `select`/`poll` don't scale; `epoll` is O(ready) | uvloop uses epoll/kqueue automatically | + +**Eager Task Factory (Python 3.12):** `asyncio.eager_task_factory` changes `create_task()` to execute the coroutine synchronously until its first true `await`, rather than scheduling it for the next loop iteration. This saves one full event loop round-trip per task and prevents task starvation under load. + +```python +loop.set_task_factory(asyncio.eager_task_factory) + +task = loop.create_task(self._worker_cycle_send(query)) +# With eager: _worker_cycle_send runs NOW until first await +# The IPC send completes synchronously before create_task returns +``` + +| Aspect | Default | Eager | +| ------------------------ | ------------------------------ | -------------------------------- | +| `create_task()` returns | Immediately (coro not started) | After coro runs to first `await` | +| Synchronous code in coro | Runs later | Runs immediately | + +--- + +### A.3 ZeroMQ (ZMQ) + +ZeroMQ is a high-performance asynchronous messaging library that provides socket-like abstractions for IPC, TCP, and multicast communication [1]. + +**Socket Types Used:** + +| Pattern | Socket Pair | Behavior | +| -------- | ----------- | ----------------------------------------------- | +| Pipeline | PUSH / PULL | Unidirectional; PUSH distributes, PULL collects | + +ZMQ contexts can spawn background I/O threads to handle socket operations asynchronously: + +```python +# Default in this client: 4 background I/O threads +context = zmq.Context(io_threads=4) +``` + +| Parameter | Effect | +| -------------- | -------------------------------------- | +| `io_threads=0` | All I/O on calling thread (blocks) | +| `io_threads=N` | N background threads handle socket I/O | + +These threads are created in the main process only (workers use `io_threads=1`). The LoadGen requires physical cores for these threads to achieve consistent throughput (see A.4). + +**Edge-Triggered FD Semantics:** + +ZMQ exposes a file descriptor via `getsockopt(ZMQ_FD)` for integration with event loops [2]: + +- Signals when internal state _changes_, not when data is present +- Requires draining all messages on each callback +- Requires reschedule via `call_soon` to catch racing messages + +pyzmq's `zmq.asyncio.Socket` uses the same pattern as our transport — `add_reader(zmq_fd)` → drain loop → `_schedule_remaining_events` via `call_later(0, ...)`. Our `_on_readable` + `call_soon` reschedule is equivalent. + +**pyzmq Send/Recv Internals:** + +pyzmq has a `copy_threshold` (default 65536). Messages smaller than 64KB **silently ignore `copy=False`** on send and take the `_send_copy` path (malloc + memcpy). On recv, `copy=False` gives true zero-copy (Frame wraps zmq_msg_t buffer), but pyzmq always calls `zmq_getsockopt(ZMQ_RCVMORE)` — unnecessary for PUSH/PULL sockets. + +Per-message round-trip: **4 context switches** (sender↔IO thread↔kernel↔IO thread↔receiver), **2 kernel syscalls** (UDS write + recv), ~5 `_check_rc` calls (each invokes `zmq_errno()` + `PyErr_CheckSignals()`). See [§7.1.3](#713-message-flow) for the full per-message flow table. + +--- + +### A.4 CPU Affinity and NUMA + +**CPU Affinity** restricts a process to run only on specified CPU cores, preventing the OS scheduler from migrating it. + +**NUMA (Non-Uniform Memory Access)** is a memory architecture where each CPU socket has "local" memory (fast) and can access other sockets' memory (slow, ~100ns penalty). + +**Physical Cores vs Logical CPUs (SMT/Hyperthreading):** + +- Physical core: Actual execution unit +- Logical CPU: OS-visible CPU (2 per physical core with SMT) +- Hyperthreads share execution resources; pinning to both ensures full core utilization + +**Affinity Strategy in this client (from `cpu_affinity.py`):** + +| Component | CPU Assignment | Rationale | +| ---------------------- | --------------------------------------- | ----------------------------------- | +| LoadGen (main process) | First N fastest physical cores | Hosts multiple threads (see below) | +| Workers | Remaining physical cores (1 per worker) | Isolation prevents context switches | + +**LoadGen Thread Breakdown:** + +| Thread | Count | Notes | +| ---------------------- | ------------------------ | ------------------------------ | +| Main (LoadGen/Session) | 1 | Python main thread | +| Event loop daemon | 1 | uvloop in `HTTPEndpointClient` | +| Transport I/O | `io_threads` (default 4) | Background threads for IPC | + +Default `loadgen_cores=2` accommodates the 2 Python threads (Session + Event loop). + +**Performance ranking sources (checked in order):** + +1. ACPI CPPC `highest_perf` - Intel P-cores vs E-cores +2. ARM `cpu_capacity` - big.LITTLE architectures +3. `cpuinfo_max_freq` - Fallback to frequency + +--- + +### A.5 msgspec Serialization + +`msgspec` [5] is used throughout the client for both JSON (HTTP bodies) and MessagePack (IPC transport) serialization. The same `msgspec.Struct` type definitions serve both paths — one schema per message type, no separate serialization models to maintain. + +**Struct conventions:** + +| Convention | Example | Effect | +| -------------------- | --------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | +| `kw_only=True` | `class ChatCompletionRequest(Struct, kw_only=True)` | Named-field initialization maps naturally to JSON key-value pairs; prevents positional argument errors on schema evolution | +| `omit_defaults=True` | `class Query(Struct, omit_defaults=True)` | Fields at default value omitted from encoded output; reduces message size for messages with empty optional fields | +| `tag="..."` | `class QueryResult(Struct, tag="query_result")` | Enables union type discrimination during MessagePack deserialization on the IPC fan-in path | +| `frozen=True` | `class Query(Struct, frozen=True)` | All core IPC types and adapter types are frozen for immutability; also enables faster struct decoding via fixed memory offset attribute access | +| `gc=False` | `class Query(Struct, gc=False)` | Exempts instances from garbage collector tracking; safe for Structs with only scalar/dict fields and no reference cycles. Reduces GC pause overhead | +| `array_like=True` | `class Query(Struct, array_like=True)` | Encodes as positional array instead of keyed object (e.g., `["id", {...}, {...}, 0.0]` vs `{"id": ..., "data": ...}`). ~6-50% size reduction and ~6-29% faster encode/decode for IPC | + +**Encoder / Decoder patterns:** + +Each component holds class-level or instance-level `Encoder` and `Decoder` objects that are reused across all messages: + +- **Class-level on adapters:** `_request_encoder = msgspec.json.Encoder()` and `_response_decoder = msgspec.json.Decoder(ChatCompletionResponse)` as class attributes. Construction cost amortized; decoder builds an internal parse plan on first use and reuses it. +- **Instance-level on transports:** `msgspec.msgpack.Encoder()` and `msgspec.msgpack.Decoder(type=QueryResult | StreamChunk)` per transport instance. Tagged union discrimination without try/except. +- **Typed decoders:** `Decoder(ResponseType)` writes directly into Struct fields during parsing — no intermediate `dict` allocation. Unknown JSON keys silently skipped, so adapters tolerate server-side schema additions. +- **Zero-copy encoding:** `Encoder.encode(Struct)` serializes directly from Struct field slots to bytes in a single C-level pass. Avoids the `Struct → dict → json.dumps → bytes` pipeline. +- **Buffer-reuse on receive:** `_ZmqReceiverTransport` uses `sock.recv_into(bytearray)` with a pre-allocated buffer, then decodes from a `memoryview` slice (`decoder.decode(view[:nbytes])`). Avoids per-message `bytes` allocation on the receive path. + +**Where used:** + +| Layer | Format | Encoder/Decoder | Section | +| ---------- | ----------------- | --------------------------------------------------------- | ------------------------------ | +| Adapter | `msgspec.json` | Class-level on `HttpRequestAdapter` subclasses | [§9.1](#91-httprequestadapter) | +| Transport | `msgspec.msgpack` | Instance-level on `SenderTransport` / `ReceiverTransport` | [§7.1.1](#711-serialization) | +| SSE | `msgspec.json` | Class-level `_sse_decoder = Decoder(SSEMessage)` | [§9.3](#93-sse-stream-parsing) | +| Core types | Both | `Query`, `QueryResult`, `StreamChunk` Struct definitions | [§3](#3-types) | + +**Struct option benchmarks (core IPC types):** + +Combined effect of the Struct options above on core IPC types (`core/types.py`), measured via `msgspec.msgpack` encode/decode: + +| Type | Payload | Encode (old → new) | Decode (old → new) | Wire Size (old → new) | +| ----------- | ------- | ------------------- | ------------------- | --------------------- | +| Query | 32 ch | 249 → 182 ns (-27%) | 398 → 372 ns (-7%) | 128 → 101 B (-21%) | +| QueryResult | 32 ch | 202 → 134 ns (-34%) | 519 → 441 ns (-15%) | 113 → 61 B (-46%) | +| StreamChunk | 32 ch | 159 → 90 ns (-44%) | 204 → 155 ns (-24%) | 96 → 52 B (-46%) | +| Query | 512 ch | 287 → 233 ns (-19%) | 559 → 507 ns (-9%) | 609 → 582 B (-4%) | +| StreamChunk | 512 ch | 233 → 182 ns (-22%) | 362 → 319 ns (-12%) | 577 → 533 B (-8%) | +| Query | 4096 ch | 337 → 289 ns (-14%) | 920 → 888 ns (-4%) | 4193 → 4166 B (-1%) | +| StreamChunk | 4096 ch | 309 → 231 ns (-25%) | 783 → 753 ns (-4%) | 4161 → 4117 B (-1%) | + +Size reduction is largest for small messages where key names dominate the payload. E2E transport impact in [§7.2](#72-benchmarks). + +**Adapter type benchmarks (OpenAI):** + +| Operation | Payload | Old Mean (ns) | New Mean (ns) | Change | +| --------------- | ------- | ------------- | ------------- | ------ | +| Request Encode | empty | 1,155 | 585 | -49% | +| Request Encode | 1k | 1,925 | 730 | -62% | +| Request Decode | 1k | 2,639 | 1,145 | -57% | +| Response Decode | 1k | 1,242 | 1,069 | -14% | +| SSE Decode | empty | 905 | 350 | -61% | +| SSE Decode | 1k | 1,626 | 793 | -51% | +| SSE Encode | 1k | 1,338 | 611 | -54% | + +--- + +## Appendix B: Work in Progress (POR) + +### B.1 Shared-Memory Transport (WIP) + +A WIP shared-memory transport replaces ZMQ IPC with direct inter-process memory access, eliminating the ZMQ I/O thread, Unix domain socket syscalls, and kernel buffer copies. + +**Measured improvement:** ~400k QPS vs ZMQ's ~300k QPS (1.33×). With `recv_into` and `array_like` optimizations, IPC overhead has dropped from ~56% to ~25% of worker CPU, narrowing the gap. + +**What it eliminates** (per message): + +| ZMQ path (current) | Shared-memory path | +| ------------------------------------- | ----------------------------------------- | +| zmq mailbox lock + enqueue | Lock-free ring buffer write | +| ZMQbg/IO/0 thread wakeup + dequeue | Eliminated — no I/O thread | +| `write()` syscall on UDS | Eliminated — no syscall | +| Kernel `unix_stream_sendmsg` (copy) | Eliminated — no kernel involvement | +| Receiver IO thread `recv()` + enqueue | Eliminated — no I/O thread | +| `zmq_msg_recv` + RCVMORE getsockopt | Direct read from shared ring buffer | +| `getpid()` × N per round-trip | Eliminated — no libzmq fork-safety checks | + +The remaining cost after shared-memory is HTTP networking (~44% of original CPU): TCP send/recv, IP stack, and the Python interpreter for request encoding/response decoding. + +--- + +## Appendix C: Future Optimizations + +### C.1 Nginx Reverse Proxy for Multi-Endpoint Load Balancing + +When the SUT exposes multiple backend endpoints (e.g., multiple vLLM instances behind separate ports), the HTTP client currently handles multi-endpoint distribution at the worker level via round-robin URL assignment at construction time. An alternative approach is to front all backends with an nginx reverse proxy, presenting a single endpoint URL to the client. + +**Architecture:** All workers connect to a single nginx endpoint, which load-balances across the backend fleet. This simplifies the client's URL assignment (one URL for all workers) and delegates backend health-checking and failover to nginx. + +### C.2 TCP Fast Open (TFO) + +TCP Fast Open allows the client to send data (the HTTP request) inside the initial SYN packet, eliminating the TCP handshake latency penalty for new connections. + +**Standard TCP vs TFO:** + +``` +Standard TCP (3-way handshake): TCP Fast Open: + +Client Server Client Server + │ │ │ │ + │──── SYN ──────►│ │── SYN+DATA ───►│ ← Request sent immediately + │ │ │ │ + │◄─── SYN-ACK ───│ │◄── SYN-ACK ────│ + │ │ │ │ + │──── ACK ──────►│ │──── ACK ──────►│ + │ │ │ │ + │──── DATA ─────►│ ← Request sent │ │ + │ │ │ │ + +Latency: 1.5 RTT before request Latency: 0.5 RTT before request +``` + +**Impact on Connection Pool Strategy:** + +| Metric | Standard TCP | With TFO | +| ----------------------- | ------------ | ------------------------------ | +| Cold connection latency | ~150µs | ~50µs (SYN+DATA in one packet) | +| Warm connection latency | ~1µs | ~1µs (unchanged) | +| Cold/Warm ratio | 150x | ~50x | + +With TFO enabled, the cold-start penalty shrinks significantly, potentially making reactive connection creation viable without background refresh overhead. + +**System Configuration (Linux):** + +```bash +# Check current setting +cat /proc/sys/net/ipv4/tcp_fastopen +# 1 = client only, 2 = server only, 3 = both (recommended) + +# Enable both client and server +echo 3 | sudo tee /proc/sys/net/ipv4/tcp_fastopen +``` + +**Server-Side Implementation:** + +```python +import socket +import asyncio + +# Linux constant +TCP_FASTOPEN = 23 + +sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM) +sock.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1) + +# Enable TFO on server (queue length = 5) +try: + sock.setsockopt(socket.SOL_TCP, TCP_FASTOPEN, 5) +except OSError: + pass + +sock.bind(('0.0.0.0', 8080)) +sock.listen(128) +sock.setblocking(False) + +async def main(): + server = await asyncio.start_server( + handle_request, + sock=sock + ) +``` + +**Client-Side Implementation:** + +```python +import socket + +# Linux 4.11+ constant +TCP_FASTOPEN_CONNECT = 30 + +def create_tfo_socket(): + sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM) + + try: + # Enable TFO Connect - kernel uses cached cookie if available + sock.setsockopt(socket.SOL_TCP, TCP_FASTOPEN_CONNECT, 1) + except OSError: + pass + + return sock + +# On first connect: kernel requests TFO cookie (standard handshake) +# On subsequent connects: kernel sends data in SYN if cookie cached +``` + +**Implementation Status:** Not yet implemented. Requires kernel support verification and benchmark validation before adoption. + +### C.3 Work-Stealing Dispatch + +The current dispatch model assigns queries to workers round-robin ([§5.1](#51-architecture)). Under skewed response times, some workers sit idle while others accumulate a backlog. + +**Goal:** Balance SSE chunks/s evenly across workers. Possible load signals include active chunk rate per worker (observable via fan-in PULL socket), event loop stall rate (a periodic sleep task measures scheduling delay), or in-flight request count. The right metric is TBD. + +**Two levels:** + +| Level | Scope | Metric | What It Solves | +| ------------------ | ---------------------------------- | ------------------------------- | ---------------------------------------------------------------------- | +| **Intra-endpoint** | Workers sharing the same endpoint | SSE chunks/s per worker | Uneven response times — slow generation, GC pauses, scheduling | +| **Inter-endpoint** | Workers across different endpoints | Aggregate chunks/s per endpoint | Uneven endpoint speeds — different GPUs, model sizes, partial failures | + +Intra-endpoint is simpler: the main process routes new queries to the least-loaded worker for that endpoint. Inter-endpoint requires workers to hold connection pools to multiple endpoints and the main process to track per-endpoint load. + +**Implementation Status:** Not yet implemented. + +### C.4 `getpid` Cache Shim + +libzmq calls `getpid()` on every `zmq_msg_send`/`zmq_msg_recv` for fork-safety (`ctx_t::check_tag`). Since glibc 2.25 [10], the C library no longer caches PID — each `getpid()` is a real syscall. The glibc PID cache was removed because it was not 100% reliable in certain scenarios (e.g., applications bypassing glibc's `fork()` wrapper via raw `syscall(SYS_clone)`). At high message rates this adds ~6–12% overhead to the syscall profile ([§11.6](#116-syscall-profile-strace--c): 53k `getpid` calls out of 256k total). + +```c +// getpid_cache.c +// Build: cc -shared -fPIC -O2 -o getpid_cache.so getpid_cache.c +// Usage: LD_PRELOAD=./getpid_cache.so python worker.py ... +#include +#include + +#if defined(__GNUC__) || defined(__clang__) +#define UNLIKELY(x) __builtin_expect(!!(x), 0) +#else +#define UNLIKELY(x) (x) +#endif + +static pid_t cached_pid = 0; + +pid_t getpid(void) { + if (UNLIKELY(cached_pid == 0)) + cached_pid = (pid_t)syscall(SYS_getpid); + return cached_pid; +} +``` + +**Implementation Status:** Tested locally. + +--- + +## Appendix D: Performance Changelog + +Record of performance-impacting changes and their measured E2E effect. + +| PR | Change | Offline QPS (x86) | IPC Overhead | +| -------- | --------------------------------------------- | ----------------- | ------------ | +| Baseline | Pre-optimization | ~175k | ~56% | +| #131 | `recv_into` buffer reuse | — | — | +| #74 | `array_like`, `frozen`, `gc=False` on Structs | — | — | +| Combined | #131 + #74 | ~300k (+71%) | ~25% | + +Profiling data in §11.3–§11.8 was captured at the pre-optimization baseline. + +**Baseline E2E sweeps (x86, pre-#131/#74):** + +![Baseline Offline Sweep](res/endpoint_client/19_bench_offline_scaling_baseline.png) + +![Baseline Streaming Sweep](res/endpoint_client/20_bench_streaming_scaling_baseline.png) + +--- + +## Bibliography + +| Ref | Description | URL | +| ---- | ----------------------------------------------------------- | ------------------------------------------------ | +| [1] | ZeroMQ - An open-source universal messaging library | https://zeromq.org/ | +| [2] | ZMQ socket integration with event loops (aiozmq source) | https://github.com/aio-libs/aiozmq | +| [3] | httptools - Python binding for llhttp (Node.js HTTP parser) | https://github.com/MagicStack/httptools | +| [4] | uvloop - Fast drop-in asyncio event loop (libuv-based) | https://github.com/MagicStack/uvloop | +| [5] | msgspec - Fast serialization library with struct support | https://github.com/jcrist/msgspec | +| [6] | Python GC documentation | https://docs.python.org/3/library/gc.html | +| [7] | Linux TCP socket options | https://man7.org/linux/man-pages/man7/tcp.7.html | +| [8] | TCP Fast Open (RFC 7413) | https://datatracker.ietf.org/doc/html/rfc7413 | +| [9] | asyncio TCP half-close bug (bpo-44805) | https://bugs.python.org/issue44805 | +| [10] | glibc 2.25 release — `getpid` cache removal | https://sourceware.org/glibc/wiki/Release/2.25 | + +--- diff --git a/docs/res/endpoint_client/01_high_level_architecture.png b/docs/res/endpoint_client/01_high_level_architecture.png new file mode 100644 index 0000000000000000000000000000000000000000..9647e0f1f9dde51fb3144324c3218b9005c53257 GIT binary patch literal 43037 zcmeFZXIN7~+b$XvQIw*hf*_zGARxVW6#=QCBOOHPy@XD%fq;Mth?Ed%2}Kfm?+7Rz 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