Index: ckend/auth_form/utils.py =================================================================== --- backend/auth_form/utils.py (revision 53410dd12d0834def3d15205b38fa478bdb875d7) +++ (revision ) @@ -1,32 +1,0 @@ -from subjects.models import Subject - -def get_eligible_subjects(student): - passed_ids = set(student.passed_subjects.values_list('id', flat=True)) - - total_credits = student.total_credits - level_credits = student.level_credits - study_track = student.study_track - - all_subjects = (Subject.objects - .exclude(id__in=passed_ids) - .select_related('subject_info') - ) - - if level_credits[0] >= 6: - all_subjects = all_subjects.exclude(subject_info__level=1) - if level_credits[1] >= 36: - all_subjects = all_subjects.exclude(subject_info__level=2) - - valid_subjects = [] - for subject in all_subjects: - subject_info_ = subject.subject_info - prereqs = subject_info_.prerequisite or {} - if prereqs.get('credits') and total_credits < prereqs['credits']: - continue - if prereqs.get('subjects') and not any(subj_id in passed_ids for subj_id in prereqs['subjects']): - continue - if study_track not in subject_info_.elective_for: - continue - valid_subjects.append(subject) - - return valid_subjects Index: backend/subjects/management/commands/subjects_vector.py =================================================================== --- backend/subjects/management/commands/subjects_vector.py (revision 0e80c947e02cff59c545fdfa3a60650de9065e88) +++ backend/subjects/management/commands/subjects_vector.py (revision 0e80c947e02cff59c545fdfa3a60650de9065e88) @@ -0,0 +1,95 @@ +from pathlib import Path +import json +from django.core.management.base import BaseCommand +from numpy import average + +class Command(BaseCommand): + help = "Vectorize all subjects" + + def handle(self, *args, **options): + base_dir = Path(__file__).resolve().parent.parent + information_file_path = base_dir / 'data' / 'subject_details.json' + output_file_path = base_dir / 'data' / 'subjects_vector.json' + try: + with open(information_file_path, 'r', encoding='utf-8') as f: + subject_details_file_data = json.load(f) + except FileNotFoundError: + self.stdout.write(self.style.ERROR(f"Could not find file at {information_file_path}")) + exit(1) + + keys_to_extract = [ + "subject", "level", "activated", "participants", "semester", + "professors", "assistants", "tags", "technologies", "evaluation", "isEasy" + ] + subject_details = {} + + for subject in subject_details_file_data.values(): + name = subject.get("subject") + if not name: + continue + subject_details[name] = {k: subject.get(k) for k in keys_to_extract} + + distinct_professors = set() + distinct_assistants = set() + distinct_tags = set() + distinct_technologies = set() + distinct_evaluations = set() + + for details in subject_details.values(): + professors = details.get("professors") or [] + assistants = details.get("assistants") or [] + tags = details.get("tags") or [] + technologies = details.get("technologies") or [] + evaluation = details.get("evaluation") or [] + + distinct_professors.update(professors) + distinct_assistants.update(assistants) + distinct_tags.update(tags) + distinct_technologies.update(technologies) + if evaluation: + distinct_evaluations.update(evaluation) + + + vocabulary = list(sorted(distinct_professors)) + list(sorted(distinct_assistants)) + list(sorted(distinct_technologies)) \ + + list(sorted(distinct_tags)) + list(sorted(distinct_evaluations)) + ['isEasy', 'activated', 'participants'] + + vectors = {} + + for subject_name in subject_details: + values = subject_details[subject_name] + subject_vector = {} + subject_vector['professors'] = [] + subject_vector['assistants'] = [] + subject_vector['tags'] = [] + subject_vector['evaluation'] = [] + subject_vector['technologies'] = [] + for word in distinct_professors: + subject_vector['professors'].append(0 if word not in values['professors'] else 1) + for word in distinct_assistants: + subject_vector['assistants'].append(0 if word not in values['assistants'] else 1) + for word in distinct_tags: + subject_vector['tags'].append(0 if word not in values['tags'] else 1) + for word in distinct_evaluations: + subject_vector['evaluation'].append(0 if word not in values['evaluation'] else 1) + for word in distinct_technologies: + subject_vector['technologies'].append(0 if word not in values['technologies'] else 1) + + subject_vector['isEasy'] = 1 if values['isEasy'] else 0 + subject_vector['activated'] = 1 if values['activated'] else 0 + participants = average(values['participants']) + val = -1 + if participants < 100: + val = 0 + elif participants < 300: + val = 0.5 + else: + val = 1 + subject_vector['participants'] = val + + vectors[subject_name] = subject_vector + + + + with open(output_file_path, "w", encoding='utf-8') as f: + json.dump(vectors, f, ensure_ascii=False, indent=4) + self.stdout.write(self.style.SUCCESS(f"Data successfully stored in {output_file_path}")) Index: backend/subjects/management/data/subjects_vector.json =================================================================== --- backend/subjects/management/data/subjects_vector.json (revision 0e80c947e02cff59c545fdfa3a60650de9065e88) +++ backend/subjects/management/data/subjects_vector.json (revision 0e80c947e02cff59c545fdfa3a60650de9065e88) @@ -0,0 +1,3502 @@ +{ + "Архитектура и организација на компјутери": { + "professors": [ + 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1 + ], + "tags": [0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], + "evaluation": [0, 0, 1, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 1, + "participants": 1 + }, + "Бизнис и менаџмент": { + "professors": [ + 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0 + ], + "tags": [0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], + "evaluation": [0, 0, 0, 1, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 1, + "activated": 1, + "participants": 1 + }, + "Бизнис статистика": { + "professors": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, + 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1 + ], + "assistants": [ + 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0], + "evaluation": [0, 0, 1, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 1, + "participants": 1 + }, + "Вовед во компјутерските науки": { + "professors": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, + 0, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0 + ], + "tags": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0], + "evaluation": [0, 0, 1, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 1, + "participants": 1 + }, + "Дизајн на дигитални кола": { + "professors": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0], + "evaluation": [0, 0, 0, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 1, + "participants": 0 + }, + "Дискретна математика": { + "professors": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0], + "evaluation": [0, 0, 1, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 1, + "participants": 1 + }, + "Дискретни структури 1": { + "professors": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0], + "evaluation": [0, 0, 1, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 1, + "participants": 0.5 + }, + "Дискретни структури 2": { + "professors": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0], + "evaluation": [0, 0, 1, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 1, + "participants": 0.5 + }, + "Е-учење": { + "professors": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0], + "evaluation": [0, 1, 0, 1, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 1, + "activated": 1, + "participants": 0 + }, + "Математика 1": { + "professors": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0], + "evaluation": [0, 0, 1, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 1, + "participants": 1 + }, + "Калкулус 1": { + "professors": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, + 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0], + "evaluation": [0, 0, 1, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 1, + "participants": 0.5 + }, + "Калкулус 2": { + "professors": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1 + ], + "assistants": [ + 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0], + "evaluation": [0, 0, 1, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 1, + "participants": 0.5 + }, + "Компјутерски архитектури": { + "professors": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], + "evaluation": [0, 0, 1, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 1, + "participants": 0.5 + }, + "Компјутерски компоненти": { + "professors": [ + 0, 0, 0, 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0, 0, 0, 0, 1, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 1, + "participants": 0.5 + }, + "Математика 3": { + "professors": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, + 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0], + "evaluation": [0, 0, 1, 0, 0, 0, 1], + "technologies": [ + 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 1, + "participants": 0.5 + }, + "Избрани теми од математика": { + "professors": [ + 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, + 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0], + "evaluation": [0, 0, 1, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 1, + "participants": 1 + }, + "Математика 2": { + "professors": [ + 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, + 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0], + "evaluation": [0, 0, 1, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 1, + "participants": 1 + }, + "Тестирање на софтвер": { + "professors": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1], + "evaluation": [0, 0, 0, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 1, + "participants": 0 + }, + "Сензорски системи": { + "professors": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0], + "evaluation": [0, 0, 0, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 0, + "participants": 0 + }, + "Адаптивни и интерактивни веб информациски системи": { + "professors": [ + 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1], + "evaluation": [0, 0, 0, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 0, + "participants": 0 + }, + "Спорт и здравје": { + "professors": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], + "evaluation": [0, 0, 0, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 1, + "activated": 0, + "participants": 0 + }, + "Деловна пракса": { + "professors": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], + "evaluation": [0, 1, 0, 0, 0, 0, 0], + "technologies": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0 + ], + "isEasy": 0, + "activated": 0, + "participants": 0 + } +} Index: backend/subjects/utils.py =================================================================== --- backend/subjects/utils.py (revision 0e80c947e02cff59c545fdfa3a60650de9065e88) +++ backend/subjects/utils.py (revision 0e80c947e02cff59c545fdfa3a60650de9065e88) @@ -0,0 +1,33 @@ +from subjects.models import Subject + +def get_eligible_subjects(student): + passed_ids = set(student.passed_subjects.values_list('id', flat=True)) + + total_credits = student.total_credits + level_credits = student.level_credits + study_track = student.study_track + + all_subjects = (Subject.objects + .exclude(id__in=passed_ids) + .select_related('subject_info') + ) + + if level_credits[0] >= 6: + all_subjects = all_subjects.exclude(subject_info__level=1) + if level_credits[1] >= 36: + all_subjects = all_subjects.exclude(subject_info__level=2) + + valid_subjects = [] + for subject in all_subjects: + subject_info_ = subject.subject_info + prereqs = subject_info_.prerequisite or {} + if prereqs.get('credits') and total_credits < prereqs['credits']: + continue + if prereqs.get('subjects') and not any(subj_id in passed_ids for subj_id in prereqs['subjects']): + continue + if study_track not in subject_info_.elective_for: + continue + valid_subjects.append(subject) + + return valid_subjects + Index: backend/subjects/views.py =================================================================== --- backend/subjects/views.py (revision 53410dd12d0834def3d15205b38fa478bdb875d7) +++ backend/subjects/views.py (revision 0e80c947e02cff59c545fdfa3a60650de9065e88) @@ -8,5 +8,5 @@ from auth_form.serializers import StudentFormSerializer -from auth_form.utils import get_eligible_subjects +from subjects.utils import get_eligible_subjects from .serializers import SubjectSerializer from .models import Subject_Info, Subject