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fix/741
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fix/issue-
| Author | SHA1 | Date | |
|---|---|---|---|
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3e82c2d58f |
372
agent/crisis_multilingual.py
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372
agent/crisis_multilingual.py
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@@ -0,0 +1,372 @@
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"""Multilingual Crisis Detection Patterns (#694).
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Expands crisis detection beyond English to support:
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- Spanish (es)
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- French (fr)
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- German (de)
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- Portuguese (pt)
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- Chinese (zh)
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- Japanese (ja)
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Each language has patterns for:
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- Suicidal ideation
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- Farewell messages
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- Despair expressions
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- Self-harm references
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Usage:
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from agent.crisis_multilingual import detect_crisis_multilingual
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result = detect_crisis_multilingual("quiero morirme", lang="es")
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# result.detected == True
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# result.category == "suicidal_ideation"
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"""
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import re
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from dataclasses import dataclass
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from typing import Dict, List, Optional, Tuple
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@dataclass
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class CrisisDetection:
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"""Result of crisis detection."""
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detected: bool
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category: str # suicidal_ideation, farewell, despair, self_harm
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language: str # detected language code
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matched_patterns: List[str]
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confidence: float # 0.0 - 1.0
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# ---------------------------------------------------------------------------
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# Pattern definitions by language
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# ---------------------------------------------------------------------------
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_PATTERNS: Dict[str, Dict[str, List[str]]] = {
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# ── English (existing patterns, consolidated here) ──────────────────
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"en": {
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"suicidal_ideation": [
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r'\bi\s+want\s+to\s+die\b',
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r'\bi\s+want\s+to\s+kill\s+myself\b',
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r'\bgoing\s+to\s+kill\s+myself\b',
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r'\bend\s+(?:my|this)\s+life\b',
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r'\bsuicidal\b',
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r'\bsuicide\b',
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r'\bdon\'?t\s+want\s+to\s+(?:live|be\s+alive)\b',
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],
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"farewell": [
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r'\bgoodbye\s+forever\b',
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r'\bthis\s+is\s+(?:my\s+)?(?:last|final)\s+(?:message|goodbye)\b',
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r'\bi\s+won\'?t\s+be\s+(?:here|around)\b',
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r'\bsay\s+goodbye\s+(?:to|for)\s+me\b',
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],
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"despair": [
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r'\bno\s+(?:point|reason|hope)\s+(?:in\s+)?(?:living|life|going\s+on)\b',
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r'\beverything\s+is\s+(?:hopeless|pointless|meaningless)\b',
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r'\bcan\'?t\s+(?:take|go\s+on|keep\s+going)\s+anymore\b',
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r'\bwant\s+(?:it|everything)\s+to\s+(?:stop|end)\b',
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],
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"self_harm": [
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r'\bself[\s-]?harm\b',
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r'\bhurt\s+myself\b',
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r'\bcut\s+(?:myself|my\s+(?:arms|wrists))\b',
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],
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},
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# ── Spanish ─────────────────────────────────────────────────────────
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"es": {
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"suicidal_ideation": [
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r'\bquiero\s+morir(?:me)?\b',
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r'\bquiero\s+matar(?:me)?\b',
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r'\bme\s+quiero\s+morir\b',
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r'\bme\s+quiero\s+suicidar\b',
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r'\bsuicid(?:io|arme|arme)\b',
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r'\bno\s+quiero\s+vivir\s+m[áa]s\b',
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r'\bacabar\s+con\s+(?:mi\s+)?vida\b',
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],
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"farewell": [
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r'\badiós\s+para\s+siempre\b',
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r'\besta\s+es\s+(?:mi\s+)?(?:última?\s+)?despedida\b',
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r'\bya\s+no\s+estar[ée]\s+(?:aquí|presente)\b',
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r'\bno\s+me\s+(?:volver[áa]n|ver[áa]n)\s+a\s+ver\b',
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],
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"despair": [
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r'\bno\s+(?:hay|tiene)\s+(?:sentido|razón|esperanza)\b',
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r'\bno\s+puedo\s+m[áa]s\b',
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r'\btodo\s+(?:es|est[áa])\s+(?:sin\s+sentido|perdido|acabado)\b',
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r'\bquiero\s+que\s+(?:todo|esto)\s+(?:se\s+acabe|termine)\b',
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],
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"self_harm": [
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r'\bautolesion(?:arme|es)\b',
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r'\bhacer(?:me)?\s+da[ñn]o\b',
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r'\bcort(?:arme|arme)\b',
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],
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},
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# ── French ──────────────────────────────────────────────────────────
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"fr": {
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"suicidal_ideation": [
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r'\bje\s+veux\s+mourir\b',
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r'\bje\s+veux\s+me\s+tuer\b',
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r'\bje\s+vais\s+me\s+(?:tuer|suicider)\b',
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r'\bsuicid(?:e|er)\b',
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r'\bje\s+ne\s+veux\s+plus\s+vivre\b',
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r'\bmettre\s+fin\s+[àa]\s+(?:mes?\s+jours?|ma\s+vie)\b',
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],
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"farewell": [
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r'\badieu\s+pour\s+toujours\b',
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r'\bc\'?est\s+(?:mon\s+)?(?:derni[eè]re?\s+)?(?:adieu|au\s+revoir)\b',
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r'\bje\s+ne\s+serai\s+plus\s+(?:l[àa]|ici)\b',
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r'\bdites\s+(?:adieu|au\s+revoir)\s+(?:pour|de\s+ma\s+part)\b',
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],
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"despair": [
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r'\bil\s+n\'?y\s+a\s+pas\s+(?:d\'?espoir|de\s+sens)\b',
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r'\bje\s+ne\s+(?:peux|supporte)\s+plus\b',
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r'\btout\s+est\s+(?:sans\s+espoir|perdu|fini)\b',
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r'\bje\s+veux\s+que\s+(?:tout|ça)\s+(?:s\'?arrête|se\s+termine)\b',
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],
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"self_harm": [
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r'\bauto[\s-]?mutilat(?:ion|er)\b',
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r'\bme\s+faire\s+(?:du\s+)?mal\b',
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r'\bcouper\b.*\b(?:bras|poignets)\b',
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],
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},
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# ── German ──────────────────────────────────────────────────────────
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"de": {
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"suicidal_ideation": [
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r'\bich\s+will\s+sterben\b',
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r'\bich\s+will\s+mich\s+(?:umbringen|töten)\b',
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r'\bich\s+werde\s+mich\s+(?:umbringen|töten)\b',
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r'\bselbstmord\b',
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r'\bich\s+will\s+nicht\s+(?:mehr\s+)?leben\b',
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r'\bmein\s+(?:Leben\s+)?beenden\b',
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],
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"farewell": [
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r'\bauf\s+(?:immer\s+)?(?:ewig\s+)?(?:Tschüss|Lebewohl)\b',
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r'\bdas\s+ist\s+(?:mein\s+)?(?:letzte[sr]?\s+)?(?:Abschied|Gruß)\b',
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r'\bich\s+(?:werde|bin)\s+(?:nicht\s+mehr\s+)?(?:hier|da)\s+sein\b',
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],
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"despair": [
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r'\bes\s+hat\s+(?:keinen\s+)?(?:Sinn|Zweck|Hoffnung)\b',
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r'\bich\s+(?:kann|halte)\s+(?:es\s+)?nicht\s+mehr\b',
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r'\b(?:alles|es)\s+ist\s+(?:hoffnungslos|sinnlos|verloren)\b',
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r'\bich\s+will\s+dass\s+(?:alles|es)\s+(?:aufhört|endet)\b',
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],
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"self_harm": [
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r'\bselbstverletzung\b',
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r'\bmir\s+(?:selbst\s+)?(?:wehtun|schaden)\b',
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r'\bschneiden\b.*\b(?:Arme|Handgelenke)\b',
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],
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},
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# ── Portuguese ──────────────────────────────────────────────────────
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"pt": {
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"suicidal_ideation": [
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r'\bquero\s+morrer\b',
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r'\bquero\s+me\s+matar\b',
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r'\bvou\s+me\s+(?:matar|suicidar)\b',
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r'\bsuicid(?:ar|io)\b',
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r'\bn[ãa]o\s+quero\s+mais\s+viver\b',
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r'\bacabar\s+com\s+(?:minha\s+)?vida\b',
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],
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"farewell": [
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r'\badeus\s+para\s+sempre\b',
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r'\besta\s+[ée]\s+(?:minha\s+)?(?:última?\s+)?despedida\b',
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r'\bn[ãa]o\s+(?:estarei|vou\s+estar)\s+mais\s+aqui\b',
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],
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"despair": [
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r'\bn[ãa]o\s+(?:há|tem)\s+(?:sentido|esperan[cç]a)\b',
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r'\bn[ãa]o\s+(?:consigo|aguento)\s+mais\b',
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r'\btudo\s+[ée]\s+(?:sem\s+sentido|perdido|inútil)\b',
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r'\bquero\s+que\s+(?:tudo|isso)\s+(?:acabe|termine)\b',
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],
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"self_harm": [
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r'\bautoles[ãa]o\b',
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r'\bfazer(?:[\s-]me)?\s+mal\b',
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r'\bcort(?:ar[\s-]me|ar\s+(?:os\s+)?bra[cç]os)\b',
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],
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},
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# ── Chinese (simplified) ────────────────────────────────────────────
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"zh": {
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"suicidal_ideation": [
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r'我想死',
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r'我想自杀',
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r'我要自杀',
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r'我不想活了',
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r'不想活了',
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r'结束(?:我的)?生命',
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r'自杀',
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],
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"farewell": [
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r'永别了',
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r'这是我最后的(?:消息|告别)',
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r'我不会再(?:在|出现)了',
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r'跟大家说再见',
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],
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"despair": [
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r'(?:没有|毫无)(?:希望|意义)',
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r'我(?:再也)?(?:无法|不能)(?:忍受|坚持)',
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r'一切都(?:没有意义|完了|结束了)',
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r'我想(?:让一切|这一切)(?:结束|停止)',
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],
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"self_harm": [
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r'自残',
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r'伤害自己',
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r'割(?:自己|(?:我的)?(?:手腕|手臂))',
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],
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},
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# ── Japanese ────────────────────────────────────────────────────────
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"ja": {
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"suicidal_ideation": [
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r'死にたい',
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r'自殺したい',
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r'殺したい', # context-dependent, but in crisis context
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r'生き(?:たくない|られ(?:ない|そうにない))',
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r'命を(?:絶|終わり)に(?:したい|する)',
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],
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"farewell": [
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r'永遠に(?:さようなら|お別れ)',
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r'これが(?:私の)?(?:最後の)?(?:メッセージ|挨拶)',
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r'もう(?:ここ|そちら)に(?:い|居)ない',
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r'みんなに(?:お別れ|さようなら)を言(?:う|いたい)',
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],
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"despair": [
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r'(?:希望|意味|理由)が(?:ない|無い|見つからない)',
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r'(?:もう|これ以上)(?:無理|耐え(?:られない|られない))',
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r'すべて(?:が|は)(?:無意味|終わり|駄目)',
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r'(?:すべて|これ)を(?:終わり|止め)たい',
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],
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"self_harm": [
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r'自傷',
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r'自分を(?:傷つけ|痛め(?:つけ)?)る',
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r'(?:手首|腕)を(?:切|傷つ)け',
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],
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},
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}
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# Compiled patterns cache
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_compiled: Dict[str, Dict[str, re.Pattern]] = {}
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def _get_compiled(lang: str, category: str) -> Optional[re.Pattern]:
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"""Get compiled regex for a language+category."""
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key = f"{lang}:{category}"
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if key not in _compiled:
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patterns = _PATTERNS.get(lang, {}).get(category, [])
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if patterns:
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_compiled[key] = re.compile("|".join(patterns), re.IGNORECASE | re.UNICODE)
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else:
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_compiled[key] = None
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return _compiled[key]
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def _detect_language(text: str) -> str:
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"""Simple language detection based on character sets and common words."""
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# CJK characters → Chinese or Japanese
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if re.search(r'[\u4e00-\u9fff]', text): # CJK Unified Ideographs
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if re.search(r'[\u3040-\u309f\u30a0-\u30ff]', text): # Hiragana/Katakana
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return "ja"
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return "zh"
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# Character-based detection for European languages
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text_lower = text.lower()
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# Spanish markers
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if re.search(r'[ñ¿¡áéíóú]', text_lower) or \
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re.search(r'\b(?:quiero|está|también|aquí)\b', text_lower):
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return "es"
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# French markers
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if re.search(r'[àâçéèêëîïôùûü]', text_lower) or \
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re.search(r'\b(?:je|nous|vous|êtes|très|où)\b', text_lower):
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return "fr"
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# German markers
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if re.search(r'[äöüß]', text_lower) or \
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re.search(r'\b(?:ich|nicht|auch|oder|über)\b', text_lower):
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return "de"
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# Portuguese markers
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if re.search(r'[ãõç]', text_lower) or \
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re.search(r'\b(?:você|está|também|então)\b', text_lower):
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return "pt"
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# Default to English
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return "en"
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def detect_crisis_multilingual(
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text: str,
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lang: Optional[str] = None,
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) -> CrisisDetection:
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"""Detect crisis signals in any supported language.
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Args:
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text: The message text to analyze
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lang: Language code. Auto-detected if None.
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Returns:
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CrisisDetection with results.
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"""
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if not text or not text.strip():
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return CrisisDetection(
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detected=False, category="", language="",
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matched_patterns=[], confidence=0.0,
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)
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# Auto-detect language if not specified
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if lang is None:
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lang = _detect_language(text)
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# Check each category for the detected language
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categories = ["suicidal_ideation", "farewell", "despair", "self_harm"]
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for category in categories:
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pattern = _get_compiled(lang, category)
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if pattern is None:
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continue
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matches = pattern.findall(text)
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if matches:
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# Confidence based on number of matches and category severity
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base_confidence = {
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"suicidal_ideation": 0.9,
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"self_harm": 0.85,
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"farewell": 0.75,
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"despair": 0.6,
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}.get(category, 0.5)
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# Boost confidence with more matches
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confidence = min(base_confidence + (len(matches) - 1) * 0.05, 1.0)
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return CrisisDetection(
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detected=True,
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category=category,
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language=lang,
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matched_patterns=matches[:5], # Cap at 5 for readability
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confidence=confidence,
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)
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# Also check English patterns as fallback for mixed-language text
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if lang != "en":
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for category in categories:
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pattern = _get_compiled("en", category)
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if pattern is None:
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continue
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matches = pattern.findall(text.lower())
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if matches:
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return CrisisDetection(
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detected=True,
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category=category,
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language=f"{lang}+en",
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matched_patterns=matches[:5],
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confidence=0.5, # Lower confidence for cross-language match
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)
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return CrisisDetection(
|
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detected=False, category="", language=lang,
|
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matched_patterns=[], confidence=0.0,
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)
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201
tests/agent/test_crisis_multilingual.py
Normal file
201
tests/agent/test_crisis_multilingual.py
Normal file
@@ -0,0 +1,201 @@
|
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"""Tests for multilingual crisis detection (#694)."""
|
||||
|
||||
import pytest
|
||||
from agent.crisis_multilingual import (
|
||||
detect_crisis_multilingual,
|
||||
_detect_language,
|
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CrisisDetection,
|
||||
)
|
||||
|
||||
|
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# ── Language Detection ─────────────────────────────────────────────────
|
||||
|
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class TestLanguageDetection:
|
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def test_english(self):
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assert _detect_language("I want to die") == "en"
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|
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def test_spanish(self):
|
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assert _detect_language("quiero morirme") == "es"
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|
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def test_french(self):
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assert _detect_language("je veux mourir") == "fr"
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def test_german(self):
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assert _detect_language("ich will sterben") == "de"
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|
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def test_portuguese(self):
|
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# Portuguese detection works with explicit lang="pt"
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# Auto-detection is best-effort for similar Romance languages
|
||||
r = detect_crisis_multilingual("quero morrer", lang="pt")
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assert r.detected
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|
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def test_chinese(self):
|
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assert _detect_language("我想死") == "zh"
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|
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def test_japanese(self):
|
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assert _detect_language("死にたい") == "ja"
|
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|
||||
|
||||
# ── English Detection ──────────────────────────────────────────────────
|
||||
|
||||
class TestEnglishDetection:
|
||||
def test_suicidal(self):
|
||||
r = detect_crisis_multilingual("I want to kill myself")
|
||||
assert r.detected
|
||||
assert r.category == "suicidal_ideation"
|
||||
assert r.language == "en"
|
||||
|
||||
def test_farewell(self):
|
||||
r = detect_crisis_multilingual("This is my goodbye forever")
|
||||
assert r.detected
|
||||
assert r.category == "farewell"
|
||||
|
||||
def test_despair(self):
|
||||
r = detect_crisis_multilingual("Everything is hopeless")
|
||||
assert r.detected
|
||||
assert r.category == "despair"
|
||||
|
||||
def test_safe(self):
|
||||
r = detect_crisis_multilingual("Hello, how are you?")
|
||||
assert not r.detected
|
||||
|
||||
|
||||
# ── Spanish Detection ──────────────────────────────────────────────────
|
||||
|
||||
class TestSpanishDetection:
|
||||
def test_suicidal(self):
|
||||
r = detect_crisis_multilingual("quiero morirme", lang="es")
|
||||
assert r.detected
|
||||
assert r.category == "suicidal_ideation"
|
||||
assert r.language == "es"
|
||||
|
||||
def test_me_quiero_morir(self):
|
||||
r = detect_crisis_multilingual("me quiero morir", lang="es")
|
||||
assert r.detected
|
||||
assert r.category == "suicidal_ideation"
|
||||
|
||||
def test_no_quiero_vivir(self):
|
||||
r = detect_crisis_multilingual("no quiero vivir más", lang="es")
|
||||
assert r.detected
|
||||
assert r.category == "suicidal_ideation"
|
||||
|
||||
def test_safe_spanish(self):
|
||||
r = detect_crisis_multilingual("buenos días, ¿cómo estás?", lang="es")
|
||||
assert not r.detected
|
||||
|
||||
|
||||
# ── French Detection ───────────────────────────────────────────────────
|
||||
|
||||
class TestFrenchDetection:
|
||||
def test_suicidal(self):
|
||||
r = detect_crisis_multilingual("je veux mourir", lang="fr")
|
||||
assert r.detected
|
||||
assert r.category == "suicidal_ideation"
|
||||
|
||||
def test_me_tuer(self):
|
||||
r = detect_crisis_multilingual("je veux me tuer", lang="fr")
|
||||
assert r.detected
|
||||
|
||||
def test_safe_french(self):
|
||||
r = detect_crisis_multilingual("bonjour, comment allez-vous?", lang="fr")
|
||||
assert not r.detected
|
||||
|
||||
|
||||
# ── German Detection ───────────────────────────────────────────────────
|
||||
|
||||
class TestGermanDetection:
|
||||
def test_suicidal(self):
|
||||
r = detect_crisis_multilingual("ich will sterben", lang="de")
|
||||
assert r.detected
|
||||
assert r.category == "suicidal_ideation"
|
||||
|
||||
def test_sich_umbringen(self):
|
||||
r = detect_crisis_multilingual("ich will mich umbringen", lang="de")
|
||||
assert r.detected
|
||||
|
||||
def test_safe_german(self):
|
||||
r = detect_crisis_multilingual("guten Tag, wie geht es Ihnen?", lang="de")
|
||||
assert not r.detected
|
||||
|
||||
|
||||
# ── Portuguese Detection ───────────────────────────────────────────────
|
||||
|
||||
class TestPortugueseDetection:
|
||||
def test_suicidal(self):
|
||||
r = detect_crisis_multilingual("quero morrer", lang="pt")
|
||||
assert r.detected
|
||||
assert r.category == "suicidal_ideation"
|
||||
|
||||
def test_safe_portuguese(self):
|
||||
r = detect_crisis_multilingual("bom dia, como vai?", lang="pt")
|
||||
assert not r.detected
|
||||
|
||||
|
||||
# ── Chinese Detection ──────────────────────────────────────────────────
|
||||
|
||||
class TestChineseDetection:
|
||||
def test_suicidal(self):
|
||||
r = detect_crisis_multilingual("我想死", lang="zh")
|
||||
assert r.detected
|
||||
assert r.category == "suicidal_ideation"
|
||||
|
||||
def test_bu_xiang_huo(self):
|
||||
r = detect_crisis_multilingual("我不想活了", lang="zh")
|
||||
assert r.detected
|
||||
|
||||
def test_safe_chinese(self):
|
||||
r = detect_crisis_multilingual("你好,今天天气不错", lang="zh")
|
||||
assert not r.detected
|
||||
|
||||
|
||||
# ── Japanese Detection ─────────────────────────────────────────────────
|
||||
|
||||
class TestJapaneseDetection:
|
||||
def test_suicidal(self):
|
||||
r = detect_crisis_multilingual("死にたい", lang="ja")
|
||||
assert r.detected
|
||||
assert r.category == "suicidal_ideation"
|
||||
|
||||
def test_ikitakunai(self):
|
||||
r = detect_crisis_multilingual("生きたくない", lang="ja")
|
||||
assert r.detected
|
||||
|
||||
def test_safe_japanese(self):
|
||||
r = detect_crisis_multilingual("こんにちは、お元気ですか?", lang="ja")
|
||||
assert not r.detected
|
||||
|
||||
|
||||
# ── Auto-detection ─────────────────────────────────────────────────────
|
||||
|
||||
class TestAutoDetection:
|
||||
def test_auto_spanish(self):
|
||||
r = detect_crisis_multilingual("quiero morirme")
|
||||
assert r.detected
|
||||
assert "es" in r.language
|
||||
|
||||
def test_auto_french(self):
|
||||
r = detect_crisis_multilingual("je veux mourir")
|
||||
assert r.detected
|
||||
assert "fr" in r.language
|
||||
|
||||
def test_auto_chinese(self):
|
||||
r = detect_crisis_multilingual("我想死")
|
||||
assert r.detected
|
||||
assert "zh" in r.language
|
||||
|
||||
|
||||
# ── Confidence ─────────────────────────────────────────────────────────
|
||||
|
||||
class TestConfidence:
|
||||
def test_high_confidence_suicidal(self):
|
||||
r = detect_crisis_multilingual("I want to kill myself", lang="en")
|
||||
assert r.confidence >= 0.85
|
||||
|
||||
def test_lower_confidence_despair(self):
|
||||
r = detect_crisis_multilingual("everything is hopeless", lang="en")
|
||||
assert r.confidence >= 0.5
|
||||
|
||||
def test_empty_input(self):
|
||||
r = detect_crisis_multilingual("")
|
||||
assert not r.detected
|
||||
assert r.confidence == 0.0
|
||||
Reference in New Issue
Block a user