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sglang
experimental/sgl-router/tests/e2e/k8s_integration/test_lifecycle.py
.py
"""Worker lifecycle integration tests. Covers: 1. Scaling replicas up — new EndpointSlice entries are discovered. 2. Scaling replicas down — removed endpoints are deregistered. 3. Router restart — after the router pod is killed, the Deployment restarts it and it re-lists the existing EndpointSlice entries without d...
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sglang
experimental/sgl-router/tests/e2e/k8s_integration/conftest.py
.py
"""Pytest configuration for sgl-router K8s integration tests. These tests require: - A kind cluster named 'sgl-router-kind' - The sgl-router:e2e and sgl-router-fake-worker:e2e images loaded into kind - kubectl configured to use the kind-sgl-router-kind context Setup: ./tests/e2e/k8s_integration/setup.sh Teardo...
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sglang
experimental/sgl-router/tests/e2e/chat_completions/test_load_based_policy.py
.py
# SPDX-FileCopyrightText: Copyright (c) 2026 The SGLang Authors # SPDX-License-Identifier: Apache-2.0 """Real-GPU acceptance coverage for ``policy = "load_based"``.""" from __future__ import annotations import re import threading import time import httpx import pytest from infra.gateway import Gateway from infra.mo...
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experimental/sgl-router/tests/e2e/chat_completions/test_validation.py
.py
"""Basic chat-completions correctness — ported from SMG's ``e2e_test/chat_completions/test_validation.py``, narrowed to the subset that exercises sgl-router (not SMG's per-message validators). The shape: - single-worker regular-mode router - non-streaming + streaming chat completion - assistant message non-empty...
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experimental/sgl-router/tests/e2e/chat_completions/test_two_router_convergence.py
.py
# SPDX-FileCopyrightText: Copyright (c) 2026 The SGLang Authors # SPDX-License-Identifier: Apache-2.0 """Content-based cross-router routing test for cache-aware-zmq. Two routers + two SGLang workers + one shared model. Each router runs an independent ``cache_aware_zmq`` policy whose ``KvEventIndex`` subscribes to **b...
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sglang
sgl-model-gateway/bindings/python/setup.py
.py
import os import warnings from setuptools import setup with_rust = os.environ.get("SGLANG_ROUTER_BUILD_WITH_RUST", None) with_rust = with_rust is None or (not with_rust.lower() in ["0", "false", "no"]) rust_extensions = [] if with_rust: from setuptools_rust import Binding, RustExtension rust_extensions.appe...
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sglang
sgl-model-gateway/bindings/python/tests/test_arg_parser.py
.py
""" Unit tests for argument parsing functionality in sglang_router. These tests focus on testing the argument parsing logic in isolation, without starting actual router instances. """ from types import SimpleNamespace import pytest from sglang_router.launch_router import RouterArgs, parse_router_args from sglang_rou...
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sgl-model-gateway/bindings/python/tests/test_pyo3_binding.py
.py
""" Tests that exercise the PyO3 boundary directly (no mocking of `_Router`). These guard against drift between the Python `RouterArgs` dataclass, the `Router.from_args` mapping, and the Rust `Router::new` signature in lib.rs. The tests construct `_Router` without dispatching to remote workers, so they run quickly and...
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sglang
sgl-model-gateway/bindings/python/tests/test_validation.py
.py
""" Unit tests for validation logic in sglang_router. These tests focus on testing the validation logic in isolation, including parameter validation, URL validation, and configuration validation. """ from unittest.mock import MagicMock, patch import pytest from sglang_router.launch_router import RouterArgs, launch_r...
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sglang
sgl-model-gateway/bindings/python/tests/test_router_config.py
.py
""" Unit tests for router configuration validation and setup. These tests focus on testing the router configuration logic in isolation, including validation of configuration parameters and their interactions. """ from unittest.mock import MagicMock, patch import pytest from sglang_router.launch_router import RouterA...
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sglang
sgl-model-gateway/bindings/python/tests/test_startup_sequence.py
.py
""" Unit tests for startup sequence logic in sglang_router. These tests focus on testing the startup sequence logic in isolation, including router initialization, configuration validation, and startup flow. """ import logging from unittest.mock import MagicMock, patch import pytest from sglang_router.launch_router i...
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sglang
sgl-model-gateway/bindings/python/tests/conftest.py
.py
""" Pytest configuration for sglang_router Python binding tests. These are unit tests that run without GPU resources or external dependencies. """ import pytest def pytest_configure(config): """Configure pytest markers.""" config.addinivalue_line( "markers", "unit: mark test as a unit test (no GPU r...
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sgl-model-gateway/bindings/python/src/sglang_router/mini_lb.py
.py
""" Minimal HTTP load balancer for prefill and decode servers for testing. """ import asyncio import ipaddress import logging import random import urllib import warnings from http import HTTPStatus from itertools import chain from typing import Optional import aiohttp import orjson import uvicorn from fastapi import ...
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sglang
sgl-model-gateway/bindings/python/src/sglang_router/launch_server.py
.py
import argparse import asyncio import copy import logging import multiprocessing as mp import os import random import signal import sys import time from typing import List import requests from setproctitle import setproctitle from sglang_router.launch_router import RouterArgs, launch_router from sglang.srt.server_arg...
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sglang
sgl-model-gateway/bindings/python/src/sglang_router/router_args.py
.py
import argparse import dataclasses import logging import os from typing import Dict, List, Optional try: from sglang_router.sglang_router_rs import get_available_tool_call_parsers except ModuleNotFoundError: logging.warning( "sglang_router_rs is not available, get_available_tool_call_parsers will retur...
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sglang
sgl-model-gateway/bindings/python/src/sglang_router/__main__.py
.py
""" Allow running the CLI via: python -m sglang_router """ from sglang_router.cli import main if __name__ == "__main__": main()
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sgl-model-gateway/bindings/python/src/sglang_router/__init__.py
.py
from sglang_router.version import __version__ __all__ = ["__version__"]
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sglang
sgl-model-gateway/bindings/python/src/sglang_router/router.py
.py
import logging from typing import Optional from sglang_router.router_args import RouterArgs logger = logging.getLogger(__name__) from sglang_router.sglang_router_rs import ( BackendType, HistoryBackendType, PolicyType, PyApiKeyEntry, PyControlPlaneAuthConfig, PyJwtConfig, PyOracleConfig, ...
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sglang
sgl-model-gateway/bindings/python/src/sglang_router/launch_router.py
.py
import argparse import logging import sys from typing import List, Optional import setproctitle from sglang_router.mini_lb import MiniLoadBalancer from sglang_router.router_args import RouterArgs logger = logging.getLogger("router") try: from sglang_router.router import Router except ImportError: Router = No...
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sgl-model-gateway/bindings/python/src/sglang_router/cli.py
.py
#!/usr/bin/env python3 """ SGLang Model Gateway CLI Provides convenient command-line interface for launching the router and server. Usage: smg launch [args] # Launch router only smg server [args] # Launch router + server smg --help # Show help """ import argparse import ...
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sglang
sgl-model-gateway/scripts/generate_vision_golden.py
.py
#!/usr/bin/env python3 """Generate golden outputs for vision processor testing. This script generates reference outputs from HuggingFace transformers that are used to verify the Rust image preprocessors produce identical results. Usage: # Generate all golden outputs python scripts/generate_vision_golden.py ...
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sglang
sgl-model-gateway/scripts/run_benchmarks.py
.py
#!/usr/bin/env python3 """ SGLang Router Benchmark Runner A Python script to run Rust benchmarks with various options and modes. Replaces the shell script for better maintainability and integration. """ import argparse import os import subprocess import sys import time from pathlib import Path from typing import Dict...
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sglang
sgl-model-gateway/e2e_test/conftest.py
.py
"""Pytest configuration for E2E tests. Tests run serially under plain pytest. ModelPool / GPUAllocator stay thread-safe so re-introducing parallelism (e.g. via pytest-xdist) is still a tractable option; pytest-parallel was previously used but its thread dispatch leaked fixture references and caused model_pool deadlock...
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sgl-model-gateway/e2e_test/embeddings/test_correctness.py
.py
"""Embedding correctness tests. Tests that embeddings from the router match HuggingFace reference embeddings. Validates numerical correctness including tokenization and inference. Source: Migrated from e2e_grpc/basic/test_embedding_correctness.py Usage: pytest e2e_test/embeddings/test_correctness.py -v pytes...
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sgl-model-gateway/e2e_test/embeddings/test_basic.py
.py
"""Basic embedding API tests. Tests the embedding functionality through the router with both gRPC and HTTP backends. Source: Migrated from e2e_grpc/basic/test_embedding_server.py Usage: pytest e2e_test/embeddings/test_basic.py -v pytest e2e_test/embeddings/test_basic.py -v -k "grpc" """ from __future__ impo...
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sglang
sgl-model-gateway/e2e_test/infra/model_pool.py
.py
"""Model pool for managing pre-loaded models across GPUs.""" from __future__ import annotations import logging import os import signal import subprocess import threading import time from dataclasses import dataclass, field from typing import TYPE_CHECKING import httpx if TYPE_CHECKING: import openai from .cons...
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sglang
sgl-model-gateway/e2e_test/infra/gateway.py
.py
"""Gateway class for managing sgl-model-gateway router instances.""" from __future__ import annotations import logging import os import subprocess from dataclasses import dataclass, field from typing import TYPE_CHECKING, Any import httpx from .constants import DEFAULT_HOST, DEFAULT_ROUTER_TIMEOUT, ENV_SHOW_ROUTER_...
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sgl-model-gateway/e2e_test/infra/model_specs.py
.py
"""Model specifications for E2E tests. Each model spec defines: - model: HuggingFace model path or local path - memory_gb: Estimated GPU memory required - tp: Tensor parallelism size (number of GPUs needed) - features: List of features this model supports (for test filtering) """ from __future__ import annotations i...
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sglang
sgl-model-gateway/e2e_test/infra/simple_eval_common.py
.py
# Adapted from https://github.com/openai/simple-evals/ """Common utilities for simple evaluations.""" from __future__ import annotations import logging import os import resource import time from collections import defaultdict from dataclasses import dataclass, field from multiprocessing.pool import ThreadPool from ty...
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sglang
sgl-model-gateway/e2e_test/infra/simple_eval_mmlu.py
.py
# Adapted from https://github.com/openai/simple-evals/ """ MMLU Evaluation - Measuring Massive Multitask Language Understanding Dan Hendrycks et al. https://arxiv.org/abs/2009.03300 """ from __future__ import annotations import random import re from typing import TYPE_CHECKING import pandas from . import simple_eva...
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sglang
sgl-model-gateway/e2e_test/infra/__init__.py
.py
"""Infrastructure for parallel GPU test execution.""" from .constants import ( # Enums; Convenience sets; Fixture parameters; Defaults; Environment variables CLOUD_RUNTIMES, DEFAULT_HOST, DEFAULT_MODEL, DEFAULT_ROUTER_TIMEOUT, DEFAULT_STARTUP_TIMEOUT, ENV_BACKENDS, ENV_MODEL, ENV_MODEL...
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sglang
sgl-model-gateway/e2e_test/infra/constants.py
.py
"""Constants and enums for E2E test infrastructure.""" from enum import Enum class ConnectionMode(str, Enum): """Worker connection protocol.""" HTTP = "http" GRPC = "grpc" class WorkerType(str, Enum): """Worker specialization type.""" REGULAR = "regular" PREFILL = "prefill" DECODE = "...
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sglang
sgl-model-gateway/e2e_test/infra/gpu_allocator.py
.py
"""GPU detection and slot allocation for parallel test execution.""" from __future__ import annotations import logging import os import socket import threading import time from contextlib import contextmanager from dataclasses import dataclass logger = logging.getLogger(__name__) # Try to import nvidia-ml-py for GP...
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sglang
sgl-model-gateway/e2e_test/infra/gpu_monitor.py
.py
"""GPU utilization monitoring for benchmarks. This module provides a low-impact GPU monitor that runs in a separate process and collects utilization samples using NVML. """ from __future__ import annotations import json import logging import os import time from multiprocessing import Process from pathlib import Path...
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sglang
sgl-model-gateway/e2e_test/infra/process_utils.py
.py
"""Process management utilities for E2E tests.""" from __future__ import annotations import logging import os import signal import subprocess import time import requests logger = logging.getLogger(__name__) def kill_process_tree(pid: int, sig: int = signal.SIGTERM) -> None: """Kill a process and all its child...
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sglang
sgl-model-gateway/e2e_test/infra/run_eval.py
.py
"""MMLU evaluation runner for E2E tests. Simplified evaluation runner that uses local eval implementations with cleaner logging for CI/CD environments. Usage: from infra.run_eval import run_eval from types import SimpleNamespace args = SimpleNamespace( base_url="http://127.0.0.1:30000", m...
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sgl-model-gateway/e2e_test/benchmarks/test_pd_perf.py
.py
"""PD (prefill/decode disaggregation) router performance benchmark test.""" import pytest @pytest.mark.e2e @pytest.mark.workers(prefill=2, decode=2) @pytest.mark.parametrize("setup_backend", ["pd"], indirect=True) class TestPDPerf: """Performance benchmark for PD disaggregation router.""" def test_pd_perf(s...
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sgl-model-gateway/e2e_test/benchmarks/test_regular_perf.py
.py
"""Regular router performance benchmark test.""" import pytest @pytest.mark.e2e @pytest.mark.workers(count=4) @pytest.mark.gateway(policy="cache_aware") @pytest.mark.parametrize("setup_backend", ["http", "grpc"], indirect=True) class TestRegularPerf: """Performance benchmark for regular (non-PD) router.""" ...
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sglang
sgl-model-gateway/e2e_test/benchmarks/summarize.py
.py
"""Generate benchmark summary for GitHub Actions.""" from __future__ import annotations import os import sys from pathlib import Path from results import BenchmarkResult, GPUUtilization def discover_benchmarks(base_dir: Path) -> list[tuple[Path, str]]: """Auto-discover benchmark folders and their result JSON f...
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sgl-model-gateway/e2e_test/benchmarks/results.py
.py
"""Benchmark result dataclasses for parsing genai-bench and GPU monitor output.""" from __future__ import annotations import json from dataclasses import dataclass from pathlib import Path @dataclass class BenchmarkResult: """Parsed benchmark metrics from genai-bench output.""" ttft_mean: float e2e_lat...
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sgl-model-gateway/e2e_test/benchmarks/conftest.py
.py
"""Benchmark-specific fixtures.""" from __future__ import annotations import logging import os import shutil import subprocess import time from pathlib import Path import pytest from infra import GPUMonitor, should_monitor_gpu, terminate_process from .results import BenchmarkResult logger = logging.getLogger(__nam...
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sgl-model-gateway/e2e_test/fixtures/setup_backend.py
.py
"""Backend setup fixtures for E2E tests. This module provides fixtures for launching gateways/routers for different backends. """ from __future__ import annotations import logging import os from typing import TYPE_CHECKING import pytest if TYPE_CHECKING: from infra import ModelPool from .markers import get_ma...
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sgl-model-gateway/e2e_test/fixtures/__init__.py
.py
"""Fixtures for E2E tests. This package contains modular pytest fixtures split by responsibility: - hooks.py: Pytest collection hooks and marker registration - pool.py: Model pool fixtures (session-scoped worker management) - setup_backend.py: Backend setup fixtures (class/function-scoped) - markers.py: Helper utiliti...
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sgl-model-gateway/e2e_test/fixtures/hooks.py
.py
"""Pytest hooks for E2E test collection and validation. This module handles: - Test collection: Scanning markers to determine required workers - GPU validation: Ensuring sufficient GPUs for test requirements - Marker registration: Defining custom pytest markers """ from __future__ import annotations import logging i...
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sglang
sgl-model-gateway/e2e_test/fixtures/ports.py
.py
"""Legacy port utilities. DEPRECATED: This module will be removed during e2e_response_api migration. Use infra.get_open_port() instead. """ import socket def find_free_port() -> int: """Return an available TCP port on localhost.""" with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s: s.bind(...
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sglang
sgl-model-gateway/e2e_test/fixtures/markers.py
.py
"""Marker helper utilities for E2E tests. This module provides helper functions for extracting values from pytest markers. """ from __future__ import annotations from typing import Any import pytest def get_marker_value( request: pytest.FixtureRequest, marker_name: str, arg_index: int = 0, default...
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sgl-model-gateway/e2e_test/fixtures/pool.py
.py
"""Model pool fixtures for E2E tests. This module provides session-scoped fixtures for managing SGLang worker processes. Workers are expensive to start (~30-60s each), so they're kept running across tests. """ from __future__ import annotations import atexit import logging import os import threading from typing impo...
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sgl-model-gateway/e2e_test/k8s_integration/test_reconciliation.py
.py
"""Integration tests for K8s service discovery and reconciliation. Tests verify that: 1. The K8s watcher correctly discovers new pods 2. Stale workers are removed after pod deletion (watcher or reconciliation) 3. All pods are eventually discovered and tracked consistently 4. Prometheus discovery metrics are emitted co...
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sglang
sgl-model-gateway/e2e_test/k8s_integration/fake_worker.py
.py
"""Minimal fake worker that mimics an SGLang worker for integration testing. Responds to: GET /health -> 200 OK GET /v1/models -> {"data": [{"id": "fake-model", "owned_by": "sglang"}]} GET /server_info, /get_server_info -> {"model_path": ..., "version": ..., "tp_size...
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sgl-model-gateway/e2e_test/k8s_integration/test_cross_namespace.py
.py
"""Cross-namespace service discovery integration test. When the gateway is started without --service-discovery-namespace, the K8s API client falls through to Api::all (sgl-model-gateway/src/service_discovery.rs:279), watching pods in every namespace. That path requires a ClusterRole rather than the namespace-scoped Ro...
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sglang
sgl-model-gateway/e2e_test/k8s_integration/test_pd_type_change.py
.py
"""Integration test for PD mode pod type change during hostNetwork rollout. Scenario: With hostNetwork, the pod IP = node IP. During a rolling update, an old prefill pod is deleted and a new decode pod comes up on the same node with the same IP but a new UID. The gateway must: 1. Remove the stale prefill worker (via ...
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sgl-model-gateway/e2e_test/k8s_integration/test_lifecycle.py
.py
"""Worker lifecycle integration tests. Covers three scenarios that the existing reconciliation/PD tests don't: 1. Gateway pod restart with persistent workers — verifies the K8s watcher re-discovers existing pods after the gateway restarts, with no duplicate registrations. 2. Pod IP change (same pod name, new IP...
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sgl-model-gateway/e2e_test/k8s_integration/test_multi_model.py
.py
"""Multi-model selector isolation integration test. Two gateways watch the same namespace with disjoint --selector values (model=llama vs model=qwen). Each must register only the workers carrying its own label and ignore the other gateway's pool — proving that PodInfo::should_include (sgl-model-gateway/src/service_dis...
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sgl-model-gateway/e2e_test/k8s_integration/conftest.py
.py
"""Pytest configuration for K8s integration tests. These tests require: - A kind cluster named 'smg-test' - The smg-gateway:test image loaded into kind - kubectl configured to use the kind-smg-test context Setup: ./e2e_test/k8s_integration/setup.sh Teardown: ./e2e_test/k8s_integration/setup.sh teardown """ fro...
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sgl-model-gateway/e2e_test/router/test_worker_api.py
.py
"""Tests for gateway worker management APIs. Tests the gateway's worker management endpoints: - GET /workers - List all workers - POST /add_worker - Add a worker dynamically - POST /remove_worker - Remove a worker dynamically - GET /v1/models - List available models Usage: pytest e2e_test/router/test_worker_api.p...
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sgl-model-gateway/e2e_test/router/test_pd_mmlu.py
.py
"""MMLU evaluation tests for PD (Prefill-Decode) disaggregated routing. PD disaggregation separates prefill and decode phases across different workers for improved throughput and resource utilization. Requirements: - sgl_kernel package - GPUs: num_prefill + num_decode (default: 2 GPUs for 1+1) - Optional:...
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sgl-model-gateway/e2e_test/router/test_mmlu.py
.py
"""MMLU evaluation tests for router functionality. Tests the router's ability to handle MMLU benchmark evaluations across different backend configurations (gRPC and HTTP workers). Usage: # Run with gRPC backend only pytest e2e_test/router/test_mmlu.py -v # Run with specific backend pytest e2e_test/ro...
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sgl-model-gateway/e2e_test/responses/test_tools_call.py
.py
"""Tool calling tests for Response API. Tests for function calling functionality, tool choices and MCP calling functionality across different backends. Source: Migrated from e2e_response_api/features/test_tools_call.py """ from __future__ import annotations import json import logging import time import pytest log...
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sgl-model-gateway/e2e_test/responses/test_structured_output.py
.py
"""Structured output tests for Response API. Tests for text.format field with json_object and json_schema formats. Source: Migrated from e2e_response_api/features/test_structured_output.py """ from __future__ import annotations import json import logging import pytest logger = logging.getLogger(__name__) # ====...
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sgl-model-gateway/e2e_test/responses/test_state_management.py
.py
"""State management tests for Response API. Tests both previous_response_id and conversation-based state management. These tests work across local (gRPC) and cloud (OpenAI, xAI) backends. Source: Migrated from e2e_response_api/features/test_state_management.py """ from __future__ import annotations import logging ...
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sgl-model-gateway/e2e_test/responses/__init__.py
.py
"""Response API E2E tests. Tests for the Response API endpoints including: - Basic CRUD operations for responses and conversations - State management (previous_response_id, conversation-based) - Streaming events and output validation - Structured output (json_schema) - Tool calling (function tools and MCP) """
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sgl-model-gateway/e2e_test/responses/test_streaming_events.py
.py
"""Streaming events tests for Response API. Tests for streaming event validation including: - Zero-based output_index for content - OutputItemDone event emission and output array construction - Reasoning content with proper output_index Source: Migrated from e2e_response_api/features/test_streaming_events.py """ fro...
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sgl-model-gateway/e2e_test/responses/test_basic_crud.py
.py
"""Basic CRUD tests for Response API. Tests for Response and Conversation CRUD operations against cloud backends. Source: Migrated from e2e_response_api/features/test_basic_crud.py """ from __future__ import annotations import logging import time import openai import pytest from openai import OpenAI from openai.ty...
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sgl-model-gateway/e2e_test/chat_completions/test_reasoning_content.py
.py
"""Reasoning Content E2E Tests. Tests for chat completions with reasoning content (DeepSeek R1 reasoning parser). Source: Migrated from e2e_grpc/features/test_reasoning_content.py """ from __future__ import annotations import logging import pytest logger = logging.getLogger(__name__) # =========================...
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sgl-model-gateway/e2e_test/chat_completions/test_function_calling.py
.py
"""Function Calling E2E Tests. Tests for OpenAI-compatible function calling and tool choice functionality. Source: Migrated from e2e_grpc/function_call/test_openai_function_calling.py and e2e_grpc/function_call/test_tool_choice.py """ from __future__ import annotations import json import logging import ope...
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sgl-model-gateway/e2e_test/chat_completions/test_enable_thinking.py
.py
"""Enable Thinking E2E Tests. Tests for chat completions with enable_thinking feature (Qwen3 reasoning). Source: Migrated from e2e_grpc/features/test_enable_thinking.py """ from __future__ import annotations import json import logging import pytest import requests logger = logging.getLogger(__name__) # API key i...
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sgl-model-gateway/e2e_test/chat_completions/test_validation.py
.py
"""Validation E2E Tests. Tests for validation features like ignore_eos and large token handling. Source: Migrated from e2e_grpc/validation/test_openai_server_ignore_eos.py and e2e_grpc/validation/test_large_max_new_tokens.py """ from __future__ import annotations import logging import threading import time ...
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sgl-model-gateway/e2e_test/chat_completions/test_openai_server.py
.py
"""Chat Completions API E2E Tests - OpenAI Server Compatibility. Tests for OpenAI-compatible chat completions API through the gateway. Source: Migrated from e2e_grpc/basic/test_openai_server.py """ from __future__ import annotations import json import logging import pytest logger = logging.getLogger(__name__) #...
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rust/sglang-mm/tests/test_integration.py
.py
import io import os import sys import numpy as np import torch from PIL import Image sys.path.insert(0, os.path.join(os.path.dirname(__file__), "..", "bench")) from bench_parity import make_photo_like from sglang.srt.multimodal.inkling.image_processing import InklingImageProcessor from sglang.srt.multimodal.inkling....
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rust/sglang-mm/tests/test_golden.py
.py
import glob import os import numpy as np import pytest from sglang.srt.multimodal._core import inkling as _rs_inkling GOLDEN_DIR = os.environ.get( "INKLING_MM_GOLDEN_DIR", os.path.join(os.path.dirname(__file__), "..", "tests", "golden"), ) GOLDENS = sorted(glob.glob(os.path.join(GOLDEN_DIR, "golden_*.npz")))...
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rust/sglang-mm/tests/test_resize_parity.py
.py
import math import time from typing import Optional import numpy as np import pytest from PIL import Image from sglang.srt.multimodal._core import common as _rs_common from sglang.srt.multimodal._core import inkling as _rs_inkling def py_scaled_dims( width: int, height: int, frac: Optional[float], c...
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rust/sglang-mm/tests/test_hash_fetch.py
.py
import asyncio import base64 import io import os import sys import time from types import SimpleNamespace import numpy as np import soundfile as sf import torch from PIL import Image sys.path.insert(0, os.path.join(os.path.dirname(__file__), "..", "bench")) from bench_parity import make_photo_like from sglang.srt.ma...
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rust/sglang-mm/tests/generate_golden.py
.py
import io import os import sys import numpy as np import torch from PIL import Image sys.path.insert(0, os.path.join(os.path.dirname(__file__), "..", "bench")) from bench_parity import PS, make_photo_like, ref_patchify OUT = ( sys.argv[1] if len(sys.argv) > 1 else os.path.join(os.path.dirname(__file__), ...
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rust/sglang-mm/bench/bench_parity.py
.py
import io import time import numpy as np import torch from PIL import Image from sglang.srt.multimodal._core import inkling as _rs_inkling from sglang.srt.multimodal.inkling.image_processing import ( IMAGE_MEAN, IMAGE_STD, PAD_NORM, _encode_image_bytes, _fill_patches_numba, ) PS = 40 def ref_pa...
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python/setup.py
.py
"""sglang build hooks. Rust extensions are auto-discovered from the cargo workspace in ../rust: every crate whose Cargo.toml declares [package.metadata.sglang] python-module = "sglang.srt.<pkg>._core" # import path inside the wheel debug = false # optional RustExtension knob...
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python/tools/get_version_tag.py
.py
#!/usr/bin/env python3 """Resolve the correct version tag for setuptools-scm. Called by setuptools-scm via git_describe_command in pyproject.toml. Outputs either a bare tag (e.g., "v0.5.10") for exact-match commits, or a `git describe --long` string (e.g., "v0.5.10-2-gabcdef0") for untagged commits. Both formats are a...
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python/sglang/bench_one_batch_server.py
.py
"""Deprecated import path for ``sglang.benchmark.one_batch_server``. ``python -m sglang.bench_one_batch_server`` and ``from sglang.bench_one_batch_server import ...`` still work, but the implementation now lives in ``sglang.benchmark.one_batch_server``. Update references to the new path. """ import warnings from sgl...
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python/sglang/check_env.py
.py
"""Check environment configurations and dependency versions.""" import importlib.metadata import os import resource import subprocess import sys from abc import abstractmethod from collections import OrderedDict, defaultdict import torch from sglang.srt.utils import is_hip, is_mps, is_musa, is_npu def is_cuda_v2()...
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python/sglang/bench_offline_throughput.py
.py
"""Deprecated import path for ``sglang.benchmark.offline_throughput``. ``python -m sglang.bench_offline_throughput`` and ``from sglang.bench_offline_throughput import ...`` still work, but the implementation now lives in ``sglang.benchmark.offline_throughput``. Update references to the new path. """ import warnings ...
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python/sglang/utils.py
.py
"""Common utilities""" import importlib import json import logging import os import random import ssl import subprocess import sys import time import traceback import urllib.request import warnings import weakref from collections import OrderedDict from concurrent.futures import ThreadPoolExecutor from functools impor...
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python/sglang/compile_deep_gemm.py
.py
""" Compile DeepGEMM Kernels for a model with specify server arguments This script launches a server for capturing DeepGEMM calls and then compiles the kernels. It accepts server arguments (the same as launch_server.py). Usage: python3 -m sglang.compile_deep_gemm --model deepseek-ai/DeepSeek-V3 --tp 8 --trust-remote-...
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python/sglang/launch_server.py
.py
"""Launch the inference server.""" import asyncio import os import sys import warnings from sglang.srt.server_args import prepare_server_args from sglang.srt.utils import kill_process_tree from sglang.srt.utils.common import suppress_noisy_warnings suppress_noisy_warnings() def run_server(server_args): """Run ...
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python/sglang/profiler.py
.py
""" Run live profiling. Usage: python3 -m sglang.profiler """ import argparse import json import os import time from argparse import ArgumentParser from pathlib import Path from typing import List, Optional import requests PROFILER_DIR = os.getenv("SGLANG_TORCH_PROFILER_DIR", "/tmp") def run_profile( url: Opt...
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python/sglang/__init__.py
.py
# SGLang public APIs # sglang.srt.environ must run before the rest of this file's imports # (hf_transformers_patches, lang.api, ...), which pull in torch and # FlashInfer: those claim these cache dirs early, and the first value set is # the one that sticks. Safe here -- environ has no heavy dependency (no torch). from...
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python/sglang/version.py
.py
try: from sglang._version import __version__, __version_tuple__ except ImportError: try: import importlib.metadata __version__ = importlib.metadata.version("sglang") __version_tuple__ = tuple(__version__.split(".")) except Exception: try: import pathlib ...
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python/sglang/bench_serving.py
.py
"""Deprecated import path for ``sglang.benchmark.serving``. ``python -m sglang.bench_serving`` and ``from sglang.bench_serving import ...`` still work, but the implementation now lives in ``sglang.benchmark.serving``. Update references to the new path. """ import warnings from sglang.benchmark.serving import * # no...
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python/sglang/_mps_stub.py
.py
"""Stub implementations for APIs missing from ``torch.mps``. ``torch.mps`` lacks several APIs that ``torch.cuda`` provides (``Stream``, ``set_device``, ``get_device_properties``, …). Rather than scattering ``hasattr`` / ``getattr`` guards throughout the codebase, we monkey-patch ``torch.mps`` once at startup so that ...
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python/sglang/global_config.py
.py
"""Global configurations""" # FIXME: deprecate this file and move all usage to sglang.srt.environ or sglang.__init__.py class GlobalConfig: """ Store some global constants. """ def __init__(self): # Verbosity level # 0: do not output anything # 2: output final text after ever...
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python/sglang/_triton_stub.py
.py
""" Mock triton module for platforms where triton is not available (e.g., macOS/MPS). This module provides stub implementations of triton APIs so that modules which import triton at the top level can be loaded without error. The actual triton kernels are never executed on these platforms – alternative backends (e.g. ...
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python/sglang/kernel_api_logging.py
.py
"""Kernel API crash debugging helpers for SGLang. This module was developed with reference to FlashInfer's kernel API logging utility: https://github.com/flashinfer-ai/flashinfer/blob/main/flashinfer/api_logging.py """ from __future__ import annotations import fnmatch import functools import inspect import json impo...
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python/sglang/bench_one_batch.py
.py
"""Deprecated import path for ``sglang.benchmark.one_batch``. ``python -m sglang.bench_one_batch`` and ``from sglang.bench_one_batch import ...`` still work, but the implementation now lives in ``sglang.benchmark.one_batch``. Update references to the new path. """ import warnings from sglang.benchmark.one_batch impo...
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python/sglang/lang/tracer.py
.py
"""Tracing a program.""" import uuid from typing import Any, Dict, List, Optional from sglang.lang.backend.base_backend import BaseBackend from sglang.lang.interpreter import ProgramState, ProgramStateGroup from sglang.lang.ir import ( SglArgument, SglConstantText, SglExpr, SglExprList, SglFork, ...
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python/sglang/lang/choices.py
.py
from abc import ABC, abstractmethod from dataclasses import dataclass from typing import Any, Dict, List, Optional import numpy as np @dataclass class ChoicesDecision: decision: str meta_info: Optional[Dict[str, Any]] = None class ChoicesSamplingMethod(ABC): @property def requires_unconditional_lo...
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python/sglang/lang/interpreter.py
.py
"""The interpreter that executes SGL programs""" import asyncio import contextvars import copy import multiprocessing import queue import threading import uuid import warnings from concurrent.futures import ThreadPoolExecutor from contextlib import contextmanager from typing import Any, Callable, Dict, List, Optional ...
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python/sglang/lang/ir.py
.py
"""The intermediate representation.""" import dataclasses import inspect import warnings from typing import List, Optional, Union from sglang.global_config import global_config from sglang.lang.choices import ChoicesSamplingMethod REGEX_INT = r"[-+]?[0-9]+[ \n]*" REGEX_FLOAT = r"[-+]?[0-9]*\.?[0-9]+[ \n]*" REGEX_BOO...
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python/sglang/lang/chat_template.py
.py
import re from dataclasses import dataclass from enum import Enum, auto from typing import Callable, Dict, List, Tuple class ChatTemplateStyle(Enum): PLAIN = auto() LLAMA2 = auto() @dataclass class ChatTemplate: name: str default_system_prompt: str role_prefix_and_suffix: Dict[str, Tuple[str, st...
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python/sglang/lang/api.py
.py
"""Public APIs of the language.""" import re from typing import Callable, List, Optional, Union from sglang.global_config import global_config from sglang.lang.backend.base_backend import BaseBackend from sglang.lang.choices import ChoicesSamplingMethod, token_length_normalized from sglang.lang.ir import ( SglExp...
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python/sglang/lang/backend/openai.py
.py
import dataclasses import logging import time import warnings from typing import List, Optional, Union import numpy as np from sglang.lang.backend.base_backend import BaseBackend from sglang.lang.chat_template import ChatTemplate, get_chat_template_by_model_path from sglang.lang.choices import ChoicesDecision, Choice...
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python/sglang/lang/backend/crusoe.py
.py
import os from typing import Optional from sglang.lang.backend.openai import OpenAI from sglang.lang.chat_template import ChatTemplate CRUSOE_BASE_URL = "https://managed-inference-api-proxy.crusoecloud.com/v1/" class Crusoe(OpenAI): """SGLang backend for Crusoe managed inference. Crusoe exposes an OpenAI-c...
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python/sglang/lang/backend/base_backend.py
.py
from typing import List, Optional, Union from sglang.lang.chat_template import get_chat_template from sglang.lang.choices import ChoicesDecision, ChoicesSamplingMethod from sglang.lang.interpreter import StreamExecutor from sglang.lang.ir import SglSamplingParams class BaseBackend: def __init__(self) -> None: ...
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