Files
semantica/tests/semantic_extract
557e29ee14 fix(explorer): repair /api/enrich/extract (always 503) and the /api/decisions routes (always 500) (#886)
* fix(explorer): repair /api/enrich/extract and the /api/decisions routes

Two Explorer API endpoints fail on every install.

/api/enrich/extract imported extract_entities and extract_relations from
semantic_extract.methods, where neither name is defined — that module ships
only the per-strategy variants (extract_entities_ml, extract_relations_regex,
...), and nothing re-exports a plain facade. The resulting ImportError was
caught and reported as "semantic_extract module not available. Ensure spacy
and transformers are installed.", so a wiring bug looked like a missing
dependency. The route now calls NamedEntityRecognizer and RelationExtractor
directly, the classes the README documents, and feeds the extracted entities
into relation extraction rather than re-deriving them. The 503 branch stays
for a genuinely absent module.

Every /api/decisions* route returned 500 once the graph held a decision:
record_decision() stores timestamp as datetime.now().timestamp(), a float,
while DecisionResponse types the field as str, so pydantic rejected the value
the library itself wrote. A before-mode field validator on DecisionResponse
normalizes float, int and datetime inputs to ISO-8601, covering every route
that builds the model instead of only the list endpoint.

The existing tests missed both: test_extract accepted 503 as a pass, and the
decision fixtures are hand-built nodes carrying no timestamp at all. Both are
tightened, and a TestRecordedDecisions class exercises the routes against
decisions created through record_decision().

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* perf(semantic_extract): cache spaCy models instead of loading one per call

extract_entities_ml(), extract_relations_similarity() and
extract_relations_dependency() called spacy.load() on every invocation, so the
model was re-read from disk and re-initialized per call. On a short sentence
that is ~120 ms of loading around ~2 ms of work, and successive calls never got
cheaper. The path is reachable from the CLI, the MCP extract_entities tool, the
pipeline ner_extract step and POST /api/enrich/extract, and process_batch()
multiplies it by the number of documents.

The module already had a cached loader for one code path — get_nlp_model() and
its _nlp_cache global — but the extraction functions bypassed it.

Adds load_spacy_model(), a process-level cache keyed by model name behind a
lock so concurrent callers do not each start a load, and routes the five call
sites through it. Errors are left uncached and propagate unchanged, so the
existing OSError fallbacks to pattern extraction still fire. get_nlp_model()
keeps its own entry: it loads with disable=["parser", "ner", "lemmatizer"] for
similarity work, so its model is not interchangeable with the NER one.

Cache entries record the spacy module object they came from. Several tests
patch methods.spacy with a mock and assert on load calls; without that guard a
name-keyed cache would hand a previous test's mock to a later one.

Measured on the same sentence, Python 3.12.13 / spacy 3.8.15 / en_core_web_sm:
extract_entities_ml() median 132 ms before, 2.1 ms after, identical entities.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* fix(explorer): harden extraction and timestamp handling

* fix(explorer): catch OverflowError/OSError in decision timestamp validator

DecisionResponse._normalize_timestamp only guarded against NaN/inf via
math.isfinite(), but datetime.fromtimestamp() raises OverflowError or
OSError for finite epoch values outside the platform's representable
range (e.g. milliseconds stored where seconds were expected). Those
exceptions escaped the pydantic validator unhandled, reintroducing an
unhandled 500 on /api/decisions* for exactly the bug class this PR
closes. Also exclude bool from the numeric branch, since bool is an
int subclass and was being silently coerced to epoch 0/1.

* docs: add changelog entry for PR #886 (explorer extract/decisions fixes)

Documents the extraction 503, decisions timestamp 500, and folded-in
spaCy caching fixes, plus the review-round hardening from Sameer6305
and the timestamp overflow/bool fix from this follow-up commit.

---------

Co-authored-by: joseedson18jc <joseedson18jc@users.noreply.github.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Sameer Kadam <sskadam6305@gmail.com>
Co-authored-by: KaifAhmad1 <kaifahmad087@gmail.com>
Co-authored-by: Mohd Kaif <98801504+KaifAhmad1@users.noreply.github.com>
2026-08-15 13:48:26 +05:30
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