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84 lines
2.9 KiB
Python
84 lines
2.9 KiB
Python
"""Concurrency regression test for ``get_text_splitter``.
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``get_text_splitter`` imports ``langchain_text_splitters`` lazily (to keep the
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heavy torch/sentence-transformers stack off the app-startup path). That
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package's ``__init__`` eagerly imports ~14 splitter submodules with enough
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internal cross-referencing that a *cold* import from several threads at once
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can observe a partially-initialized package and raise
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``ImportError: cannot import name ... from partially initialized module``.
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The RAG auto-index ``ThreadPoolExecutor`` and the per-user document scheduler
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both build ``LibraryRAGService`` (→ ``get_text_splitter``) from multiple worker
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threads, so this is reachable in production after a restart. ``get_text_splitter``
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serializes the cold import behind a module-level lock to prevent it.
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This must run in a *fresh* interpreter: inside the pytest process
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``langchain_text_splitters`` is already imported (warm), so the race window is
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gone. We therefore exercise it in a subprocess. Without the lock this fails
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deterministically (~2 of 16 threads raise); with it, all threads succeed.
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"""
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import subprocess
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import sys
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import textwrap
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import pytest
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# allow: no-sut-import — the SUT (get_text_splitter) is imported inside the
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# subprocess driver below, because the cold-import race only reproduces in a
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# fresh interpreter (it is already warm in the pytest process).
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# Driver run in a fresh interpreter: 16 threads, barrier-synced so they all hit
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# the cold ``langchain_text_splitters`` import simultaneously. recursive/token
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# only — both trigger the package init (the race source) without the
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# sentence-transformers model download.
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_DRIVER = textwrap.dedent(
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"""
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import sys
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import threading
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from local_deep_research.embeddings.splitters import get_text_splitter
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N = 16
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barrier = threading.Barrier(N)
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errors = []
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def worker(i):
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splitter_type = ("recursive", "token")[i % 2]
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try:
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barrier.wait()
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get_text_splitter(
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splitter_type, chunk_size=128, chunk_overlap=10
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)
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except Exception as exc: # noqa: BLE001 - report any failure
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errors.append(f"{type(exc).__name__}: {exc}")
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threads = [threading.Thread(target=worker, args=(i,)) for i in range(N)]
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for t in threads:
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t.start()
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for t in threads:
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t.join()
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if errors:
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print(f"FAIL {len(errors)}/{N}: {errors[0]}")
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sys.exit(1)
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print("OK")
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"""
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)
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@pytest.mark.slow
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def test_get_text_splitter_concurrent_cold_import_is_safe():
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"""Concurrent first-calls must not race on the lazy package import."""
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result = subprocess.run(
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[sys.executable, "-c", _DRIVER],
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capture_output=True,
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text=True,
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timeout=180,
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)
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assert result.returncode == 0, (
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"Concurrent get_text_splitter cold-import raced.\n"
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f"stdout: {result.stdout}\nstderr: {result.stderr[-2000:]}"
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)
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assert "OK" in result.stdout
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