o i @s|ddlZddlZddlmZmZmZmZejejde dZ ddl m Z m Z mZddlmZddlmZmZzddlmZWn!eyaddlZejejejeddlmZYnwGd d d eZGd d d eZGd ddeZGdddeZ GdddeZ!GdddeZ"GdddeZ#e ddddZ$e$j%edgddgdgde$j&de#dd efd!d"Z'dS)#N)DictListAnyOptional)levelskill_assessment_api)FastAPI HTTPExceptionstatus)CORSMiddleware) BaseModelField)generate_skill_assessmentc@s>eZdZUdZeeed<dZeeed<dZeeed<dS) UserDetailsNskill_gap_namezSenior Software Engineerdesignation_namezSoftware Engineerjob_profile_name) __name__ __module__ __qualname__rrstr__annotations__rrrrS/var/www/eduai.edurigo.com/skill_assessment/production/skill_assessment_fast_api.pyrs rc@seZdZUdZdZeeed<dZeeed<dZ eeed<dZ eeed<eed<dZ eeed<dZ eeed <dZ eeed <dZeeed <dZeeed <dZeeed <dZeeed<dZeeed<dZeeed<dZeeed<dZeeed<dZeeed<dS)PreviouslyGeneratedQuestiona Represents a single question that was already generated for the same skill and difficulty level in a previous attempt. Only `question_name` is strictly required by the processor; all other fields are stored for reference and forwarded as-is. N%lms_user_skill_assessment_question_id Client_Iduser_idlms_user_skill_assessment_id question_name question_typeoption_1option_2option_3option_4correct_answer user_answerskill_id skill_typeattempt created_at created_by)rrr__doc__rrrrrrrr r!r"r#r$r%r&r'r(r)r*r+rrrrrs& rc@sdeZdZUeed<eed<edddddZeed<edddd Z eed <ee d d Z e e ed <dS)SkillAssessmentRequest userDetails companyNamez`Difficulty level for the 3 questions to generate. 1 = Beginner | 2 = Intermediate | 3 = Advanced)defaultgele descriptionquestions_difficulty_levelzWhich attempt for this difficulty level (1-based). Increments each time the user retakes the same difficulty tier, ensuring fresh questions are generated on every retry.)r2r3r5r)zAll questions already generated for the *same* difficulty level across prior attempts. Pass an empty list for attempt 1. The processor uses these to guarantee no repeated questions.)default_factoryr5previously_generated_questionsN)rrrrrrr r6intr)listr8rrrrrrr-6s$   r-c@s&eZdZUeed<eed<eed<dS) SkillOptionoptionId optionText isCorrectN)rrrrrboolrrrrr;Xs  r;c@s.eZdZUeed<eed<eed<eed<dS) SkillDataskillId skillName skillLevelr)N)rrrrrr9rrrrr@^s  r@c@sFeZdZUeed<eed<eed<eed<eeed<eeed<dS)AssessmentQuestion questionId questionText difficulty questionTypeskillsoptionsN) rrrrrr9rr@r;rrrrrDes  rDc@s2eZdZUeed<eed<eed<eeed<dS)SkillAssessmentResponse assessmentIdassessmentTitletotalQuestions questionsN)rrrrrr9rrDrrrrrKns rKzSkill Assessment APIaSkill Assessment question generation powered by Ollama. The `/skill_assessment_data` endpoint generates **exactly 3 questions** per call, scoped to a single difficulty level and attempt number, with built-in deduplication against previously generated questions.z2.0.0)titler5version*T) allow_originsallow_credentials allow_methods allow_headersz/skill_assessment_data)response_modelpayloadcsdddd}||jd}td|jd|jjd|jjd|d |jd |jd t |j d d |j D}t |j |j|j|j|d}d|vrVt tj|dd|S)u/ Generate **3 skill-assessment questions** for a specific difficulty level and attempt number. ### Difficulty levels | `questions_difficulty_level` | Label | |------------------------------|--------------| | 1 | Beginner | | 2 | Intermediate | | 3 | Advanced | ### Attempt logic - `attempt=1` with `previously_generated_questions=[]` → first set of 3 questions. - `attempt=2` with all attempt-1 questions in `previously_generated_questions` → a completely fresh set of 3, guaranteed not to repeat earlier questions. - Each subsequent attempt follows the same pattern. Powered by **Ollama (gemma3:12b)** — no external API calls, no API keys needed. Beginner IntermediateAdvanced)r0r1zSkillAssessment | company=z | role=z | skill=z | difficulty=z (level=z ) | attempt=z | prev_questions=cSsg|]}|qSr)dict).0qrrr sz2skill_assessment_data_endpoint..) user_details company_namer6r)r8error) status_codedetail)getr6loggerinfor/r.rrr)lenr8rr]r r HTTP_500_INTERNAL_SERVER_ERROR)rXdifficulty_label_mapdifficulty_labelprev_questions_dictsresultrrrskill_assessment_data_endpointsD   ro)(osloggingtypingrrrr basicConfigINFO getLoggerrgfastapirr r fastapi.middleware.corsr pydanticr r skill_assessment_processorr ImportErrorsyspathappenddirnameabspath__file__rrr-r;r@rDrKappadd_middlewarepostrorrrrsH   "