o ki @sRddlmZddlmZddlmZddlmZmZddl m Z GdddZ d S) ) annotations)Path)Any) read_json write_json)now_isoc@seZdZdZd ddZdS) OccupationServicez=Produces a preliminary occupation-alignment support analysis.applicant_baserreturndict[str, Any]cCs`t|didp i}|dd}g}t|dD]=}t|idp"i}t|dp*d}|dvr3q|jdd d }|sAqt|idpHi} || d id gqtt |} t |gd |pedddgddg| dd} |d} t | d| ddddd|pddddddddddd d!dd"| rd# | nd$g} | d%j d& | d&d'd(| S))Nzapplicant.json)defaultnominated_occupationzmeta/manifest.jsonstatus>ignoredarchived duplicate extractedz entities.jsonentitiesdetected_keywordszEMap responsibilities from verified employment records to occupation 'TBDz'.zVCross-check duties against official occupation criteria with a migration professional.z2Detailed duty statements tied to each role period.z0Employer references with role, dates, and hours.z@Support workflow only; not legal advice and not a visa decision.) generated_atrverified_evidenceinferred_suggestionsmissing_evidencer disclaimer generatedzoccupation_analysis.jsonz# Occupation Analysisz## Nominated Occupation - zNot setz## Verified Evidencez- None auto-verified in V1.z## Inferred SuggestionszG- Map employment records to occupation duties and required skill level.z9- Validate with migration professional before submission.z## Missing Evidencez2- Employer references confirming role/dates/hours.z5- Duty statements that align to nominated occupation.z## Detected Keywords - z, Nonezoccupation_analysis.md zutf-8)encoding)rgetsortedrglobstrlowerparentsexistsextendsetrrjoin write_text)selfr applicant nominatedevidence_keywords manifest_pathmanifestr entities_pathpayloadunique_keywordsoutput generated_dirmd_linesr9>apps/migration_evidence_builder/services/occupation_service.pyanalyze sb   zOccupationService.analyzeN)r rr r )__name__ __module__ __qualname____doc__r;r9r9r9r:r sr N) __future__rpathlibrtypingrutils.json_utilsrrutils.time_utilsrr r9r9r9r:s