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FunASR/tests/test_growth_plan_doc.py
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zhifu gaoandLauraGPT 16c31c0109 ops(growth): track SGLang Fun-ASR CI gate (#3510) 
Signed-off-by: LauraGPT <[email protected]>
Co-authored-by: LauraGPT <[email protected]>
2026-08-17 09:44:30 +08:00

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from pathlib import Path
ROOT = Path(__file__).resolve().parents[1]
PLAN = ROOT / "docs" / "community_growth_20k.md"
def test_growth_plan_records_four_repo_community_template_completion():
text = PLAN.read_text()
required_markers = [
"[x] Add or refresh CONTRIBUTING, PR template, and issue templates",
"modelscope/FunClip#188",
"modelscope/FunClip#189",
"QwenAudio/Fun-ASR#151",
"QwenAudio/SenseVoice#327",
"four core repositories now have `CONTRIBUTING.md`, issue templates, and PR templates",
]
for marker in required_markers:
assert marker in text
assert "[ ] Add or refresh CONTRIBUTING, PR template, and issue templates" not in text
def test_growth_plan_records_install_deployment_faq_completion():
text = PLAN.read_text()
required_markers = [
"[x] Add a short FAQ for install/deployment failures",
"modelscope/FunASR#3366",
"./troubleshooting.md",
"./troubleshooting_zh.md",
"`funasr-server`",
"`/v1/audio/transcriptions`",
"`WebSocket`",
"`llama.cpp` / `GGUF`",
"Deployment Help",
]
for marker in required_markers:
assert marker in text
assert "[ ] Add a short FAQ for install/deployment failures" not in text
def test_growth_plan_records_readme_quick_start_cpu_gpu_validation():
text = PLAN.read_text()
required_markers = [
"[x] Verify README quick start on clean CPU and GPU environments",
"clean CPU venv",
"clean GPU venv",
"README Quick Start SenseVoiceSmall CPU",
"README Quick Start Fun-ASR-Nano GPU",
"`torch 2.13.0+cu130`",
"`torchaudio 2.11.0+cu130`",
"`torch 2.11.0+cu128`",
"`torch.version.cuda 12.8`",
"`torchaudio 2.11.0+cu128`",
"`funasr 1.3.26`",
"`AutoModel(model=\"iic/SenseVoiceSmall\"",
"`AutoModel(model=\"FunAudioLLM/Fun-ASR-Nano-2512\"",
"`torch.cuda.is_available()` was `False`",
"install matching PyTorch / torchaudio CUDA wheels from pytorch.org",
"verify `torch.cuda.is_available()` before using `device=\"cuda\"`",
"`cuda_available True`",
"`NVIDIA H100 80GB HBM3`",
"`rtf_avg: 0.237`",
"欢迎大家来体验达摩院推出的语音识别模型",
"readme-quickstart-cpu-20260723.log",
"readme-quickstart-gpu-20260723.log",
"readme-quickstart-gpu-cu128-20260723.log",
]
for marker in required_markers:
assert marker in text
assert "[ ] Verify README quick start on clean CPU and GPU environments" not in text
assert "Do not mark this complete until a clean GPU venv reports CUDA visible" not in text
def test_growth_plan_records_github_metadata_completion():
text = PLAN.read_text()
required_markers = [
"[x] Confirm GitHub repo description and topics mention ASR",
"`modelscope/FunASR` topics include `mcp-server`, `openai-compatible-api`, `streaming-asr`, and `vllm`",
"`QwenAudio/Fun-ASR` topics include `fun-asr-nano`, `llama-cpp`, `gguf`, and `multilingual-asr`",
"`QwenAudio/SenseVoice` topics include `sensevoice`, `language-identification`, `audio-event-detection`, and `speech-understanding`",
"`modelscope/FunClip` topics include `video-transcription`, `auto-subtitles`, `ai-video-editing`, and `funclip`",
]
for marker in required_markers:
assert marker in text
assert "[ ] Confirm GitHub repo description and topics mention ASR" not in text
def test_growth_plan_records_api_curl_examples_completion():
text = PLAN.read_text()
required_markers = [
"[x] Publish API server curl examples",
"`examples/openai_api/README.md`",
"`examples/openai_api/README_zh.md`",
"`examples/openai_api/smoke_test.sh`",
"`examples/openai_api/smoke_test.py`",
"`/v1/audio/transcriptions`",
"`-F [email protected]`",
"`-F model=sensevoice`",
"`response_format=verbose_json`",
"`examples/openai_api/POSTMAN.md`",
"`examples/openai_api/OPENAPI.md`",
]
for marker in required_markers:
assert marker in text
assert "[ ] Publish API server curl examples" not in text
def test_growth_plan_records_websocket_streaming_examples_completion():
text = PLAN.read_text()
required_markers = [
"[x] Publish WebSocket streaming examples",
"`docs/vllm_guide.md`",
"`docs/vllm_guide_zh.md`",
"`examples/industrial_data_pretraining/fun_asr_nano/docs/realtime_demo.md`",
"`serve_realtime_ws.py`",
"`ws://localhost:10095`",
"`client_python.py --server ws://localhost:10095 --mic`",
"`client_python.py --server ws://localhost:10095 --file audio.wav`",
"`partial`",
"`partial_start_ms`",
"`is_final`",
"`realtime_ws_benchmark.py`",
]
for marker in required_markers:
assert marker in text
assert "[ ] Publish WebSocket streaming examples" not in text
def test_growth_plan_records_vllm_guide_gpu_validation():
text = PLAN.read_text()
required_markers = [
"[x] Validate vLLM guide on one GPU server",
"funasr-3239-vllm0191-py312-20260717",
"`torch 2.10.0+cu128`",
"`vllm 0.19.1`",
"`funasr 1.3.26`",
"ModelScope snapshot",
"`Qwen3-0.6B`",
"`model.pt`",
"`CUDA_VISIBLE_DEVICES=0`",
"`examples/industrial_data_pretraining/fun_asr_nano/demo_vllm.py`",
"`gpu_memory_utilization=0.35`",
"Model loaded in 82.6s",
"1 files in 1.95s",
"开饭时间早上九点至下午五点。",
"HF `Fun-ASR-Nano-2512-hf` snapshot",
]
for marker in required_markers:
assert marker in text
assert "[ ] Validate vLLM guide on one GPU server" not in text
def test_growth_plan_records_release_note_terminal_outputs():
text = PLAN.read_text()
required_markers = [
"[x] Record concise terminal outputs for release notes",
"Combined GitHub stars: **35,787**",
"Added since baseline: **4,563** / 20,000",
"PyPI package: **funasr 1.3.26**",
"funasr.com static page contract passed for 14 pages",
"validate_docker.sh syntax ok",
"Model loaded in 82.6s",
"Results: 1 samples, total inference time: 1.95s",
"Text: 开饭时间早上九点至下午五点。",
"Release notes can now cite the growth snapshot, website patrol, Docker helper guard, and H100 vLLM smoke",
]
for marker in required_markers:
assert marker in text
assert "[ ] Record concise terminal outputs for release notes" not in text
def test_growth_plan_records_sharp_github_release_focus():
text = PLAN.read_text()
required_markers = [
"[x] Create a GitHub release focused on one sharp value proposition",
"v1.3.26",
"https://github.com/modelscope/FunASR/releases/tag/v1.3.26",
"Release focus: OpenAI-compatible ASR deployment",
"run the OpenAI-compatible transcription API",
"`python -m pip install -U \"funasr==1.3.26\"`",
"`/v1/audio/transcriptions`",
"`serve_realtime_ws.py`",
"`docs/vllm_guide.md`",
"`vllm 0.19.1`",
"`runtime-llamacpp-v0.1.9`",
"nine self-contained `llama-funasr-*` assets",
"Windows Vulkan",
"all nine prebuilt llama.cpp / GGUF assets",
"30000804161",
]
for marker in required_markers:
assert marker in text
assert "[ ] Create a GitHub release focused on one sharp value proposition" not in text
def test_growth_plan_records_discussion_pin_completion():
text = PLAN.read_text()
required_markers = [
"[x] Pin a GitHub discussion for the release",
"`modelscope/FunASR#3376`",
"authenticated Discussions admin UI",
"`Discussion has successfully been pinned`",
"`Edit pinned discussion`",
"`Unpin discussion`",
"top of the public Discussions page",
]
for marker in required_markers:
assert marker in text
assert "[ ] Pin a GitHub discussion for the release" not in text
def test_growth_plan_records_issue_triage_completion():
text = PLAN.read_text()
required_markers = [
"[x] Triage all new issues within 48 hours",
"`modelscope/FunASR`",
"`QwenAudio/Fun-ASR`",
"`QwenAudio/SenseVoice`",
"`modelscope/FunClip`",
"`0` open pull requests",
"Fun-ASR, SenseVoice, and FunClip had `0` open issues",
"#3302",
"`question` + `needs feedback`",
"#3104",
"`enhancement` + `needs maintainer decision`",
"No unlabelled or unowned open issue remained",
]
for marker in required_markers:
assert marker in text
assert "[ ] Triage all new issues within 48 hours" not in text
def test_growth_plan_records_top_support_questions_completion():
text = PLAN.read_text()
troubleshooting = (ROOT / "docs" / "troubleshooting.md").read_text()
troubleshooting_zh = (ROOT / "docs" / "troubleshooting_zh.md").read_text()
required_markers = [
"[x] Convert top 3 support questions into docs",
"latest 80 FunASR issues",
"install / hub / model-id selection",
"llama.cpp / GGUF / CUDA-Vulkan runtime packages",
"realtime / VAD / vLLM / server output behavior",
"#3321",
"#3298",
"#3101",
"Top support questions",
"`docs/troubleshooting.md`",
"`docs/troubleshooting_zh.md`",
]
for marker in required_markers:
assert marker in text
assert "[ ] Convert top 3 support questions into docs" not in text
assert "## Top support questions from recent issues" in troubleshooting
assert "Which install or hub path should I use?" in troubleshooting
assert "Which runtime package should I run on CPU, CUDA, Vulkan, or GGUF?" in troubleshooting
assert "Why is realtime, VAD, vLLM, or server output delayed" in troubleshooting
assert "## 最近 issue 里的 Top 支持问题" in troubleshooting_zh
assert "应该用哪个安装命令、模型 id 或 hub？" in troubleshooting_zh
def test_growth_plan_records_modelscope_card_sync_blocker():
text = PLAN.read_text()
required_markers = [
"[ ] Update ModelScope model cards and demos",
"`scripts/sync_modelscope_model_cards.py`",
"`FunAudioLLM/Fun-ASR-Nano-2512`",
"`README.md`, `README_zh.md`",
"`iic/SenseVoiceSmall`",
"`python -m pip install -U \"funasr>=1.3.26\" modelscope`",
"`torch.cuda.is_available()`",
"modelscope-card-sync-20260723",
"HTTP 400 from the ModelScope LFS batch API",
"`No credentials found`",
"https://modelscope.cn/my/myaccesstoken",
]
for marker in required_markers:
assert marker in text
assert (ROOT / "scripts" / "sync_modelscope_model_cards.py").exists()
def test_growth_plan_records_pypi_description_audit():
text = PLAN.read_text()
required_markers = [
"[x] Update PyPI release description if needed",
"PyPI `funasr 1.3.26`",
"long description already comes from `README.md`",
"`OpenAI-compatible`",
"`/v1/audio/transcriptions`",
"`vllm`",
"`runtime-llamacpp-v0.1.8`",
"`GGUF`",
"`funasr==1.3.26`",
"package summary was prepared for the next PyPI publish",
"OpenAI-compatible speech recognition toolkit with WebSocket streaming, vLLM acceleration, and llama.cpp/GGUF edge runtime",
]
for marker in required_markers:
assert marker in text
assert "[ ] Update PyPI release description if needed" not in text
def test_growth_plan_records_release_discussion_distribution():
text = PLAN.read_text()
required_markers = [
"[x] Share the release in relevant developer communities",
"modelscope/FunASR#3376",
"https://github.com/modelscope/FunASR/discussions/3376",
"FunASR v1.3.26: OpenAI-compatible ASR deployment, vLLM, and llama.cpp runtime",
"Announcements",
"Windows Vulkan",
"`/v1/audio/transcriptions`",
"`runtime-llamacpp-v0.1.9`",
"[x] Pin a GitHub discussion for the release",
"`Discussion has successfully been pinned`",
]
for marker in required_markers:
assert marker in text
assert "[ ] Share the release in relevant developer communities" not in text
def test_growth_plan_records_homepage_entrypoint_completion():
text = PLAN.read_text()
required_markers = [
"[x] Update homepage hero and docs entry points",
"https://www.funasr.com/",
"https://www.funasr.com/en/",
"Industrial Speech Recognition",
"`OpenAI-compatible`",
"`/v1/audio/transcriptions`",
"`vLLM`",
"`/donors.html`",
"funasr.com static page contract passed for 14 pages",
"funasr-v1-3-26-openai-vllm-llama-cpp.html",
]
for marker in required_markers:
assert marker in text
assert "[ ] Update homepage hero and docs entry points" not in text
def test_growth_plan_records_metrics_tracking_completion():
text = PLAN.read_text()
required_markers = [
"[x] Track stars, PyPI downloads, issue volume, and docs traffic.",
"PyPIStats",
"`downloads_last_7_days`",
"`downloads_last_30_days`",
"`collect_growth_metrics.py`",
"GitHub stars, open issues, and open pull requests",
"`117,850` downloads in 7 days",
"`445,755` downloads in 30 days",
"`2026-07-22`",
"pypi-downloads-funasr.json",
"`stale_available`",
"SSL/429 outages",
"`scripts/collect_website_traffic.py`",
"`python scripts/collect_website_traffic.py --log '/var/log/nginx/access.log*' --days 30 --format json`",
"plain or gzip Nginx logs",
"raw client IPs and user agents are never emitted",
"over 15 rotated logs",
"`88,239` page views / `47,084` approximate unique visitors",
"docs at `15,501` / `11,843`",
"blog at `27,901` / `22,716`",
"`21,915` / `12,668`",
"docs at `4,638` / `3,612`",
"blog at `6,901` / `5,590`",
]
for marker in required_markers:
assert marker in text
assert "[ ] Track stars, PyPI downloads, issue volume, and docs traffic." not in text
assert "docs traffic remains unavailable" not in text
def test_growth_plan_records_four_repo_homepage_routing_release():
text = PLAN.read_text()
required_markers = [
"### 2026-08-17 four-repository homepage routing",
"36,728 views / 8,881 unique visitors",
"4,580 / 1,499",
"8,315 / 2,996",
"3,408 / 1,520",
"2,597 / 724",
"575 / 231",
"181 / 87",
"96 / 43",
"[#3508](https://github.com/modelscope/FunASR/pull/3508)",
"`2cb615c42911972602cfaec739144d406b3282c5`",
"`20260817T012430Z`",
"`20260817T004144Z`",
"`5c5b96595d4cb893c83aedeca4d5dfe5a4cf0a665a1b4d489808886a7aacc1a3`",
"Production speech toolkit",
"High-accuracy ASR",
"Languages and emotion",
"AI video editing",
]
for marker in required_markers:
assert marker in text
def test_growth_plan_records_sglang_funasr_ci_handoff():
text = PLAN.read_text()
required_markers = [
"### 2026-08-17 SGLang Omni Fun-ASR prefill coalescing",
"[#1460](https://github.com/sgl-project/sglang-omni/pull/1460)",
"concurrency-32 throughput by 19.9%",
"corpus WER at `0.01710`",
"`54361fb022a7da13e1f18a85d5125ac24752c382`",
"`31439644442`",
"setup and all ASR GPU tests were skipped",
"`/tag-and-rerun-ci fun-asr`",
"#issuecomment-5310829913",
"default integration patrol",
]
for marker in required_markers:
assert marker in text
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