audit-4: classifier understands Spanish negations (veto unchanged)
ci / lint-test-leaks (pull_request) Canceled after 0s
ci / lint-test-leaks (pull_request) Canceled after 0s
Merchants write in Spanish; negations like nunca, lamentablemente or no podemos must veto approval exactly like their English counterparts. Previously an all-Spanish rejection mail could fall through to OTHER, and a mixed mail with the approval word in English approved despite a Spanish negation. - negation list adds: nunca, jamas, tampoco, ningun/ninguna, nadie, nada, no podemos, no es posible, no aceptamos, rechaz*, descartad*, lamentablemente, no ha sido aprobad*, no procede - new Spanish REJECTION rule (rechaz*, solicitud denegada, no cumple los requisitos) and Spanish APPROVAL rule (aprob*, aceptad*, bienvenid*, encantados de trabajar) - veto rule unchanged: any negation anywhere -> needs_review - tests: 15 new (12 veto cases incl. 2 mixed-language, pure-Spanish approval still approves, Spanish rejection classifies rejection) Gate: ruff 0 · 96 unit + 1 PG integration · gitleaks clean.
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"""Spanish negation tests (round-3 point 4): merchants write in Spanish;
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negations like 'nunca', 'lamentablemente' or 'no podemos' must veto
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`approval` exactly like their English counterparts. Veto rule unchanged:
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when in doubt -> needs_review."""
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from __future__ import annotations
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import pytest
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from cayceops.components.maild import classify as clf
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from cayceops.models import MailClassification
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APPROVAL_ONLY = MailClassification.APPROVAL
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def _never_approval(cfg_factory, text: str) -> None:
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kind, _ = clf.classify(text, cfg_factory())
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assert kind is not APPROVAL_ONLY, f"{text!r} classified as APPROVAL"
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def test_english_baseline_still_works(cfg):
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config = cfg()
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kind, _ = clf.classify("Your application was approved, welcome to the program", config)
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assert kind is APPROVAL_ONLY
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@pytest.mark.parametrize(
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"text",
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[
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# 1. rejection stem
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"Lamentamos informarle que su solicitud fue rechazada",
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# 2. nunca
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"Nunca aceptamos negocios de criptomonedas",
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# 3. jamás
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"Jamás hemos trabajado con affiliates externos",
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# 4. tampoco
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"No podemos aceptar su sitio, tampoco podemos ofrecerle otro acuerdo",
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# 5. ningún/ninguna
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"En este momento no tenemos ningún hueco para nuevos partners",
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# 6. no podemos (multi-word)
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"Su propuesta es interesante pero no podemos proceder",
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# 7. no es posible (multi-word)
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"Gracias por escribir, pero no es posible colaborar este trimestre",
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# 8. lamentablemente
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"Lamentablemente su aplicación no ha sido aprobada",
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# 9. no aceptamos
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"Por política interna no aceptamos sitios de viajes",
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# 10. mixed spanish/english: negation in spanish, approval word in english
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"Thanks for reaching out! Lamentablemente we cannot approve your site",
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# 11. mixed: approval in spanish, negation in english
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"Apreciamos su interés, but we are not accepting new partners",
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# 12. nadie / nada
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"Aquí nadie decidiría eso, así que no hay nada que aprobar",
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],
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)
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def test_spanish_and_mixed_negations_veto_approval(cfg, text):
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_never_approval(cfg, text)
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def test_spanish_pure_approval_still_approves(cfg):
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"""A clean Spanish approval WITHOUT any negation must still classify
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approval — the veto must not over-fire."""
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config = cfg()
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kind, confidence = clf.classify(
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"Su solicitud fue aprobada. Bienvenido al programa, estamos encantados "
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"de trabajar con ustedes.",
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config,
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)
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assert kind is APPROVAL_ONLY
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assert confidence >= 0.5
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def test_spanish_rejection_classifies_rejection(cfg):
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config = cfg()
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kind, conf = clf.classify(
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"Lamentamos informarle que su solicitud fue rechazada por el comité",
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config,
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)
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assert kind is MailClassification.REJECTION
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assert conf >= 0.9
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