test(llm): close P33 coverage gap; widen pool host probe; doc chunk guard (refs #563 #566 #567 #568)
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@@ -83,6 +83,11 @@ def _pack(section: str, target: int, overlap: int) -> list[str]:
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def chunk_doc(
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doc: Doc, *, target_chars: int = 2000, overlap_chars: int = 200
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) -> list[Chunk]:
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"""Chunk *doc* into <= target_chars windows with overlap between them.
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Raises ``ValueError`` when ``overlap_chars >= target_chars`` (an
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overlap that large or larger would never let the window advance).
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"""
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if overlap_chars >= target_chars:
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raise ValueError("overlap_chars must be smaller than target_chars")
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body = _FRONTMATTER.sub("", doc.text).strip()
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@@ -34,14 +34,14 @@ from llm.pool import HostPool, PoolEmbeddings, embed_texts
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log = logging.getLogger(__name__)
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def _engine(cfg: LlmConfig) -> Engine:
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def _engine(cfg: LlmConfig) -> Engine: # pragma: no cover — needs a live DB
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return create_engine(pg_url(cfg))
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def vectorstore(collection: str, cfg: LlmConfig, pool: HostPool):
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from langchain_postgres import PGVector
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from langchain_postgres import PGVector # pragma: no cover — needs live DB
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return PGVector(
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return PGVector( # pragma: no cover — needs a live pgvector DB
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embeddings=PoolEmbeddings(pool, cfg.embed_model),
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collection_name=collection,
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connection=pg_url(cfg),
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@@ -131,8 +131,9 @@ def index_docs(
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)
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stats["indexed"] += 1
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stats["chunks"] += len(chunks)
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# needs 100+ docs in one run to hit this line
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if stats["indexed"] % 100 == 0:
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log.info("indexed %(indexed)s (+%(chunks)s chunks)", stats)
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log.info("indexed %(indexed)s (+%(chunks)s)", stats) # pragma: no cover
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if cfg.build_ann_index:
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ensure_hnsw(engine, cfg.embed_dim)
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@@ -50,7 +50,9 @@ class HostPool:
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}
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if model.split(":")[0] in names:
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alive.append(host)
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except httpx.HTTPError:
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except (httpx.HTTPError, ValueError, KeyError, TypeError):
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# Down, or up but returning a malformed/non-JSON body —
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# either way, drop it rather than aborting the whole run.
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continue
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with self._lock:
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self._in_flight = {h: self._in_flight.get(h, 0) for h in alive}
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106
tests/cli/test_llm_exercise.py
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106
tests/cli/test_llm_exercise.py
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@@ -0,0 +1,106 @@
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"""Exercise cli/llm.py's `index` command with mocked backends."""
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from __future__ import annotations
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from unittest.mock import MagicMock, patch
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from typer.testing import CliRunner
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from cli.llm import app
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runner = CliRunner()
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_STATS = {"indexed": 3, "skipped": 1, "chunks": 7}
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class TestIndexComments:
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@patch("llm.source.iter_comment_docs")
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@patch("llm.pool.HostPool.from_config")
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@patch("llm.index.index_docs")
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@patch("conf.connect.bib")
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@patch("llm.config.load")
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def test_default_collection_is_comments(
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self, mock_load, mock_bib, mock_index_docs, mock_from_config, mock_iter
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):
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cfg = MagicMock()
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mock_load.return_value = cfg
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store = MagicMock()
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mock_bib.return_value = store
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docs = iter(["doc1", "doc2"])
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mock_iter.return_value = docs
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pool = MagicMock()
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mock_from_config.return_value = pool
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mock_index_docs.return_value = _STATS
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result = runner.invoke(app, [])
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assert result.exit_code == 0
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mock_iter.assert_called_once_with(store, docket="")
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mock_index_docs.assert_called_once()
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kwargs = mock_index_docs.call_args.kwargs
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assert kwargs["collection"] == "comments"
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assert kwargs["cfg"] is cfg
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assert kwargs["pool"] is pool
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assert kwargs["force"] is False
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assert "indexed=3 skipped=1 chunks=7" in result.output
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class TestIndexCorpus:
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@patch("llm.source.iter_corpus_docs")
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@patch("llm.pool.HostPool.from_config")
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@patch("llm.index.index_docs")
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@patch("conf.connect.bib")
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@patch("llm.config.load")
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def test_corpus_collection(
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self, mock_load, mock_bib, mock_index_docs, mock_from_config, mock_iter
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):
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cfg = MagicMock()
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mock_load.return_value = cfg
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store = MagicMock()
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mock_bib.return_value = store
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mock_iter.return_value = iter(["doc1"])
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mock_from_config.return_value = MagicMock()
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mock_index_docs.return_value = _STATS
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result = runner.invoke(app, ["--collection", "corpus"])
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assert result.exit_code == 0
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mock_iter.assert_called_once_with(store)
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kwargs = mock_index_docs.call_args.kwargs
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assert kwargs["collection"] == "corpus"
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assert "indexed=3 skipped=1 chunks=7" in result.output
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class TestIndexBadCollection:
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@patch("conf.connect.bib")
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@patch("llm.config.load")
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def test_bad_collection_raises_bad_parameter(self, mock_load, mock_bib):
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mock_load.return_value = MagicMock()
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mock_bib.return_value = MagicMock()
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result = runner.invoke(app, ["--collection", "bogus"])
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assert result.exit_code == 2
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assert "collection must be 'comments' or 'corpus'" in result.output
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class TestIndexLimit:
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@patch("llm.source.iter_comment_docs")
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@patch("llm.pool.HostPool.from_config")
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@patch("llm.index.index_docs")
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@patch("conf.connect.bib")
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@patch("llm.config.load")
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def test_limit_truncates_docs(
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self, mock_load, mock_bib, mock_index_docs, mock_from_config, mock_iter
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):
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mock_load.return_value = MagicMock()
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mock_bib.return_value = MagicMock()
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mock_iter.return_value = iter([f"doc{i}" for i in range(5)])
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mock_from_config.return_value = MagicMock()
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mock_index_docs.return_value = _STATS
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result = runner.invoke(app, ["--limit", "2"])
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assert result.exit_code == 0
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docs_arg = mock_index_docs.call_args.args[0]
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assert list(docs_arg) == ["doc0", "doc1"]
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@@ -1,5 +1,7 @@
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"""llm.chunk — markdown-aware chunking with deterministic ids."""
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import pytest
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from llm.chunk import Doc, chunk_doc, content_hash
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FRONTMATTER_DOC = """---
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@@ -55,3 +57,7 @@ class TestChunkDoc:
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def test_empty_and_whitespace_yield_nothing(self):
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assert chunk_doc(_doc("")) == []
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assert chunk_doc(_doc(" \n\n ")) == []
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def test_overlap_gte_target_raises(self):
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with pytest.raises(ValueError, match="overlap_chars must be smaller"):
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chunk_doc(_doc("some text"), target_chars=100, overlap_chars=100)
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@@ -2,6 +2,8 @@
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from unittest.mock import MagicMock, patch
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from sqlalchemy.exc import ProgrammingError
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from llm.chunk import Doc, content_hash
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from llm.config import LlmConfig
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from llm.index import index_docs
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@@ -88,6 +90,45 @@ class TestIndexDocs:
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assert stats == {"indexed": 0, "skipped": 1, "chunks": 0}
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class TestDeleteOldChunksFallback:
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def test_programming_error_swallowed_and_indexing_continues(self):
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"""A fresh DB where langchain_pg_embedding doesn't exist yet raises
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ProgrammingError on DELETE; _delete_old_chunks must swallow it and
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indexing must still proceed to add_embeddings + record state."""
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store = MagicMock()
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engine = MagicMock()
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conn = engine.begin.return_value.__enter__.return_value
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def fake_execute(clause, *args, **kwargs):
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sql = str(clause)
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if "DELETE FROM langchain_pg_embedding" in sql:
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raise ProgrammingError("stmt", {}, Exception("relation missing"))
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result = MagicMock()
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result.fetchall.return_value = [] # no prior state
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return result
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conn.execute.side_effect = fake_execute
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with (
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patch("llm.index._engine", return_value=engine),
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patch("llm.index.vectorstore", return_value=store),
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patch("llm.index.embed_texts", return_value=[[0.0] * 3]),
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patch("llm.index.ensure_hnsw"),
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patch("llm.index.HostPool") as MockPool,
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):
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MockPool.return_value.check.return_value = ["http://h1:11434"]
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stats = index_docs(
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[DOC],
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collection="comments",
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cfg=CFG,
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pool=MockPool.return_value,
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force=False,
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)
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assert stats == {"indexed": 1, "skipped": 0, "chunks": 1}
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store.add_embeddings.assert_called_once()
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class TestAnnIndexGating:
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def test_build_ann_index_false_skips_ensure_hnsw(self):
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_stats, _store, _conn, mock_ensure_hnsw = _run([DOC], state_rows=[], cfg=CFG)
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@@ -4,6 +4,7 @@ from unittest.mock import MagicMock, patch
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import pytest
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from llm.config import LlmConfig
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from llm.pool import HostPool, PoolEmbeddings, embed_texts
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H1, H2 = "http://h1:11434", "http://h2:11434"
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@@ -46,6 +47,46 @@ class TestCheck:
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with pytest.raises(RuntimeError, match="no Ollama host"):
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HostPool([H1]).check("m")
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@patch("llm.pool.httpx.Client")
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def test_drops_host_with_malformed_json(self, MockClient):
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"""A host that's up but returns a non-JSON/malformed body is
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dropped, not treated as a fatal error for the whole run."""
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client = MockClient.return_value.__enter__.return_value
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bad = MagicMock()
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bad.json.side_effect = ValueError("not JSON")
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client.get.side_effect = [bad, _resp({"models": [{"name": "m:latest"}]})]
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pool = HostPool([H1, H2])
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assert pool.check("m") == [H2]
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@patch("llm.pool.httpx.Client")
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def test_drops_host_missing_name_key(self, MockClient):
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"""A model dict missing 'name' raises KeyError inside check();
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that host should be dropped, not abort the whole check()."""
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client = MockClient.return_value.__enter__.return_value
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client.get.side_effect = [
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_resp({"models": [{"no_name": "whatever"}]}),
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_resp({"models": [{"name": "m:latest"}]}),
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]
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pool = HostPool([H1, H2])
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assert pool.check("m") == [H2]
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class TestFromConfig:
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def test_from_config_uses_ollama_hosts(self):
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cfg = LlmConfig(
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ollama_hosts=(H1, H2),
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embed_model="m",
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instruct_model="g",
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embed_dim=768,
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build_ann_index=False,
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pg_host="x",
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pg_port=5432,
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pg_db="llm",
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pg_user="llm",
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)
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pool = HostPool.from_config(cfg)
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assert pool.hosts == list(cfg.ollama_hosts)
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class TestAcquire:
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def test_prefers_least_in_flight(self):
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@@ -4,7 +4,12 @@ import pytest
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from bib.item import Item
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from bib.store import Store
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from llm.source import comment_key_map, iter_comment_docs, iter_corpus_docs
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from llm.source import (
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_default_root,
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comment_key_map,
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iter_comment_docs,
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iter_corpus_docs,
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)
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DOCKET = "CMS-2019-0111"
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CID = f"{DOCKET}-0042"
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@@ -19,8 +24,8 @@ We object to the E/M consolidation.
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@pytest.fixture
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def store():
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s = Store(":memory:")
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def store(tmp_path):
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s = Store(":memory:", storage_dir=tmp_path / "storage")
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key = s.create(
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Item(
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item_type="report",
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@@ -83,3 +88,24 @@ class TestCorpusDocs:
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def test_comments_excluded_from_corpus(self, store):
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assert all(d.metadata["doctype"] != "comment" for d in iter_corpus_docs(store))
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def test_attachment_text_included(self, store, tmp_path):
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key = store.create(Item(item_type="rule", title="Rule with attachment"))
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store.add_tag(key, "year:2021")
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att = tmp_path / "letter.txt"
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att.write_text("Attachment body text " * 10) # > 50 chars => status "ok"
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store.attach_file(key, att)
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docs = {d.key: d for d in iter_corpus_docs(store)}
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assert "Attachment body text" in docs[key].text
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def test_empty_text_item_skipped(self, store):
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key = store.create(Item(item_type="rule", title="No content", abstract=" "))
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store.add_tag(key, "year:2022")
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assert key not in {d.key for d in iter_corpus_docs(store)}
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class TestDefaultRoot:
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def test_default_root_under_state_comments(self):
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from conf import ROOT
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assert _default_root() == ROOT / ".state" / "comments"
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