Spaces:
Running on Zero
Running on Zero
Publish /chat via explicit components: gr.api discarded every token
Browse files- test_api_contract.py +101 -0
test_api_contract.py
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"""Assert the Space publishes the API contract chatmcd/hf_client.py calls.
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This is the test that did not exist while two contract bugs shipped, each of
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which returned an empty answer with no error and cost a Space rebuild to find:
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* six arguments sent to a five-parameter endpoint (history -> temperature)
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* an endpoint published with `returns: []`, which ran the generator on a GPU
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and threw every token away
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Both are visible in the published schema, so this reads the schema. It builds
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the real ui.build_demo with a stub generator in place of Qwen3-8B, launches it
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on a local port, and calls it exactly as the Flask app does.
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.venv-gradio/bin/python3 -m pytest space/test_api_contract.py -q
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Needs a Python with gradio installed; the project venv is 3.14 and gradio's
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pydantic pin has no wheel for it, hence the separate .venv-gradio (3.12).
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"""
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from __future__ import annotations
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import sys
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from pathlib import Path
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import pytest
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sys.path.insert(0, str(Path(__file__).parent))
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from ui import CHAT_API_PARAMS, build_demo # noqa: E402
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STUB_TOKENS = ["Nottingham ", "Forest", ", and he has since 1979."]
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def stub_chat(message, history=None, temperature=0.7, top_p=0.9,
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repetition_penalty=1.05, max_new_tokens=512):
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"""Stands in for the real generator: same shape, no model.
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Echoes the arguments it received so a silently shifted parameter shows up as
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a wrong value rather than as a plausible answer.
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"""
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yield f"[h={0 if not history else len(history)} t={temperature} " \
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f"p={top_p} r={repetition_penalty} n={int(max_new_tokens)}] "
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out = ""
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for tok in STUB_TOKENS:
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out += tok
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yield f"[h={0 if not history else len(history)} t={temperature} " \
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f"p={top_p} r={repetition_penalty} n={int(max_new_tokens)}] {out}"
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@pytest.fixture(scope="module")
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def client():
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from gradio_client import Client
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demo = build_demo(stub_chat, base_model="stub", adapter="", retrieval_on=True)
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demo.queue(max_size=4).launch(prevent_thread_lock=True, quiet=True,
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share=False, ssr_mode=False)
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try:
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yield Client(demo.local_url, verbose=False)
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finally:
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demo.close()
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def endpoint(client, name):
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info = client.view_api(return_format="dict", print_info=False)
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named = info["named_endpoints"]
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assert name in named, f"{name} is not published; have {sorted(named)}"
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return named[name]
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def test_chat_takes_the_six_arguments_flask_sends(client):
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"""hf_client.py submits six positionals. The endpoint must accept six."""
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params = [p["parameter_name"] for p in endpoint(client, "/chat")["parameters"]]
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assert tuple(params) == CHAT_API_PARAMS
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def test_chat_declares_an_output(client):
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"""`returns: []` is the bug that ran the GPU and discarded the answer."""
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assert endpoint(client, "/chat")["returns"], \
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"/chat publishes no outputs: every call will return an empty tuple"
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def test_chat_streams_and_returns_the_answer(client):
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"""submit() must yield partials, and the last one must be the full answer."""
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job = client.submit("Which football team does Marc support?", None,
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0.7, 0.9, 1.05, 256, api_name="/chat")
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partials = [p if isinstance(p, str) else str(p) for p in job]
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assert partials, "the endpoint yielded nothing"
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assert "".join(STUB_TOKENS) in partials[-1]
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def test_arguments_are_not_shifted(client):
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"""The stub echoes what it got. Non-default values must arrive intact."""
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answer = client.predict("hello", [{"role": "user", "content": "hi"}],
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0.11, 0.22, 1.33, 128, api_name="/chat")
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text = answer if isinstance(answer, str) else str(answer)
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assert "h=1 t=0.11 p=0.22 r=1.33 n=128" in text, text[:200]
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def test_chat_ui_is_still_published(client):
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"""The debug UI's own endpoint, which must not collide with /chat."""
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assert endpoint(client, "/chat_ui")["parameters"]
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