o ;i @sddlZddlZddlmZmZmZmZejejde dZ ddl m Z m Z mZddlmZddlmZmZzddlmZWn!eyaddlZejejejeddlmZYnwGd d d eZGd d d eZGd ddeZGdddeZ GdddeZ!GdddeZ"GdddeZ#GdddeZ$e ddddZ%e%j&edgddgdgde%j'd e$d!d"e fd#d$Z(dS)%N)DictListAnyOptional)levelskill_assessment_api)FastAPI HTTPExceptionstatus)CORSMiddleware) BaseModelField)generate_skill_assessmentc@s>eZdZUdZeeed<dZeeed<dZeeed<dS) UserDetailsNskill_gap_namezSenior Software Engineerdesignation_namezSoftware Engineerjob_profile_name) __name__ __module__ __qualname__rrstr__annotations__rrrrP/var/www/eduai.edurigo.com/skill_assessment/testing/skill_assessment_fast_api.pyrs rc@seZdZUdZdZeeed<dZeeed<dZ eeed<dZ eeed<eed<dZ eeed<dZ eeed <dZ eeed <dZeeed <dZeeed <dZeeed <dZeeed<dZeeed<dZeeed<dZeeed<dZeeed<dZeeed<dS)PreviouslyGeneratedQuestiona Represents a single question that was already generated for the same skill and difficulty level in a previous attempt. Only `question_name` is strictly required by the processor; all other fields are stored for reference and forwarded as-is. N%lms_user_skill_assessment_question_id Client_Iduser_idlms_user_skill_assessment_id question_name question_typeoption_1option_2option_3option_4correct_answer user_answerskill_id skill_typeattempt created_at created_by)rrr__doc__rrrrrrrr r!r"r#r$r%r&r'r(r)r*r+rrrrrs& rc@seZdZUeed<eed<dS) SkillLevelObjidnameN)rrrintrrrrrrr-6s  r-c@szeZdZUeed<eed<eddddZeed<eddddZ eed<ee d d Z e e ed <ee d d Ze eed <dS)SkillAssessmentRequest userDetails companyNamez_Difficulty level ID for the 3 questions to generate. Corresponds to the ID in the skills array.)defaultge 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.r)z`Dynamic list of skill levels to map the questions_difficulty_level ID to its corresponding name.)default_factoryr7skillszAll 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.previously_generated_questionsN)rrrrrrr r8r0r)listr:rr-r;rrrrrr1;s*   r1c@s&eZdZUeed<eed<eed<dS) SkillOptionoptionId optionText isCorrectN)rrrrrboolrrrrr=ds  r=c@s.eZdZUeed<eed<eed<eed<dS) SkillDataskillId skillName skillLevelr)N)rrrrrr0rrrrrBjs  rBc@sFeZdZUeed<eed<eed<eed<eeed<eeed<dS)AssessmentQuestion questionId questionText difficulty questionTyper:optionsN) rrrrrr0rrBr=rrrrrFqs  rFc@s2eZdZUeed<eed<eed<eeed<dS)SkillAssessmentResponse assessmentIdassessmentTitletotalQuestions questionsN)rrrrrr0rrFrrrrrLzs rLzSkill 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)titler7version*T) allow_originsallow_credentials allow_methods allow_headersz/skill_assessment_data)response_modelpayloadcsd}|jD] }|j|jkr|j}nqtd|jd|jjd|jj d|d|jd|j dt |j d d |j D}t |j|j|j|j ||d }d |vr]ttj|d d |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. BeginnerzSkillAssessment | 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_namer8r)r;difficulty_labelerror) status_codedetail)r:r.r8r/loggerinfor3r2rrr)lenr;rr[r r HTTP_500_INTERNAL_SERVER_ERROR)rYrasprev_questions_dictsresultrrrskill_assessment_data_endpointsJ     rl))osloggingtypingrrrr basicConfigINFO getLoggerrefastapirr r fastapi.middleware.corsr pydanticr r skill_assessment_processorr ImportErrorsyspathappenddirnameabspath__file__rrr-r1r=rBrFrLappadd_middlewarepostrlrrrrsJ   )