Index: backend/auth_form/migrations/0015_rename_preferred_evaluation_student_evaluation_and_more.py =================================================================== --- backend/auth_form/migrations/0015_rename_preferred_evaluation_student_evaluation_and_more.py (revision 4c0834285e25ac20e2dbea96f9dc054a1765fdda) +++ backend/auth_form/migrations/0015_rename_preferred_evaluation_student_evaluation_and_more.py (revision 4c0834285e25ac20e2dbea96f9dc054a1765fdda) @@ -0,0 +1,33 @@ +# Generated by Django 5.1.7 on 2025-06-05 11:03 + +from django.db import migrations + + +class Migration(migrations.Migration): + + dependencies = [ + ('auth_form', '0014_student_level_credits'), + ] + + operations = [ + migrations.RenameField( + model_name='student', + old_name='preferred_evaluation', + new_name='evaluation', + ), + migrations.RenameField( + model_name='student', + old_name='favorite_professors', + new_name='professors', + ), + migrations.RenameField( + model_name='student', + old_name='preferred_domains', + new_name='tags', + ), + migrations.RenameField( + model_name='student', + old_name='preferred_technologies', + new_name='technologies', + ), + ] Index: backend/auth_form/models.py =================================================================== --- backend/auth_form/models.py (revision 0e80c947e02cff59c545fdfa3a60650de9065e88) +++ backend/auth_form/models.py (revision 4c0834285e25ac20e2dbea96f9dc054a1765fdda) @@ -59,8 +59,8 @@ current_year = models.PositiveIntegerField(null=True) study_effort = models.PositiveIntegerField(help_text="Hours per week", null=True) - preferred_domains = ArrayField(models.CharField(max_length=64), null=True, blank=True) - preferred_technologies = ArrayField(models.CharField(max_length=64), null=True, blank=True) - preferred_evaluation = ArrayField(models.CharField(max_length=16), null=True, blank=True) - favorite_professors = ArrayField(models.CharField(max_length=64), null=True, blank=True) + tags = ArrayField(models.CharField(max_length=64), null=True, blank=True) + technologies = ArrayField(models.CharField(max_length=64), null=True, blank=True) + evaluation = ArrayField(models.CharField(max_length=16), null=True, blank=True) + professors = ArrayField(models.CharField(max_length=64), null=True, blank=True) passed_subjects = models.ManyToManyField('subjects.subject', related_name="passed_subjects", blank=True) has_extracurricular = models.BooleanField(default=False, null=True) Index: backend/subjects/management/commands/student_vector.py =================================================================== --- backend/subjects/management/commands/student_vector.py (revision 4c0834285e25ac20e2dbea96f9dc054a1765fdda) +++ backend/subjects/management/commands/student_vector.py (revision 4c0834285e25ac20e2dbea96f9dc054a1765fdda) @@ -0,0 +1,46 @@ +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' / 'test_student.json' + vocab_file_path = base_dir / 'data' / 'vocabulary.json' + output_file_path = base_dir / 'data' / 'test123.json' + try: + with open(information_file_path, 'r', encoding='utf-8') as f: + student_data = json.load(f) + with open(vocab_file_path, 'r', encoding='utf-8') as f: + vocabulary = json.load(f) + except FileNotFoundError: + self.stdout.write(self.style.ERROR(f"Could not find file at {information_file_path}")) + exit(1) + + # student keys + keys_to_extract = [ + "index", "current_year", "study_effort", "professors", + "domains", "technologies", "evaluation" + ] + student_data = student_data[0] + student_vector = {} + student_vector['index'] = student_data['index'] + + for key in vocabulary: + if key == "assistants": continue + student_values = student_data[key] + student_vector[key] = [] + words = vocabulary[key] + for word in words: + student_vector[key].append(0 if word not in student_values else 1) + + student_vector['study_effort'] = student_data["study_effort"] / 5 + student_vector['current_year'] = student_data["current_year"] + + + with open(output_file_path, "w", encoding='utf-8') as f: + json.dump(student_vector, f, ensure_ascii=False, indent=4) + self.stdout.write(self.style.SUCCESS(f"Data successfully stored in {output_file_path}")) 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 4c0834285e25ac20e2dbea96f9dc054a1765fdda) @@ -11,4 +11,5 @@ information_file_path = base_dir / 'data' / 'subject_details.json' output_file_path = base_dir / 'data' / 'subjects_vector.json' + vocab_file_path = base_dir / 'data' / 'vocabulary.json' try: with open(information_file_path, 'r', encoding='utf-8') as f: @@ -51,6 +52,17 @@ - vocabulary = list(sorted(distinct_professors)) + list(sorted(distinct_assistants)) + list(sorted(distinct_technologies)) \ - + list(sorted(distinct_tags)) + list(sorted(distinct_evaluations)) + ['isEasy', 'activated', 'participants'] + # vocabulary = list(sorted(distinct_professors)) + list(sorted(distinct_assistants)) + list(sorted(distinct_technologies)) \ + # + list(sorted(distinct_tags)) + list(sorted(distinct_evaluations)) + ['isEasy', 'activated', 'participants'] + + vocabulary = { + "professors": list(sorted(distinct_professors)), + "assistants": list(sorted(distinct_assistants)), + "technologies": list(sorted(distinct_technologies)), + "tags": list(sorted(distinct_tags)), + "evaluation": list(sorted(distinct_evaluations)), + # "isEasy": [], + # "activated": [], + # "participants": [] + } vectors = {} @@ -94,2 +106,7 @@ json.dump(vectors, f, ensure_ascii=False, indent=4) self.stdout.write(self.style.SUCCESS(f"Data successfully stored in {output_file_path}")) + + + with open(vocab_file_path, "w", encoding='utf-8') as f: + json.dump(vocabulary, f, ensure_ascii=False, indent=4) + self.stdout.write(self.style.SUCCESS(f"Data successfully stored in {vocab_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 4c0834285e25ac20e2dbea96f9dc054a1765fdda) @@ -2,13 +2,753 @@ "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], + 0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 0, 0, 1, 0, 0, 0, 1, 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, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 1 + ], + "assistants": [ + 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 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": 0, + "activated": 1, + "participants": 1 + }, + "Бизнис и менаџмент": { + "professors": [ + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 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, 1, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 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 + ], + "tags": [0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], + "evaluation": [0, 0, 0, 0, 1, 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, 1, 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, 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, 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 + ], + "tags": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 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": 0, + "activated": 1, + "participants": 1 + }, + "Вовед во компјутерските науки": { + "professors": [ + 0, 0, 0, 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, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, + 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "assistants": [ + 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, + 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 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": 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, 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 + ], + "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, 1, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 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": 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, 0, 0, 1, 0, 1, 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": 0, + "activated": 1, + "participants": 1 + }, + "Дискретни структури 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, 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, 0, 0, 0, 0, 0 + ], + "assistants": [ + 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 + ], + "tags": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 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": 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, 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 + ], + "assistants": [ + 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 + ], + "tags": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 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": 0, + "activated": 1, + "participants": 0.5 + }, + "Е-учење": { + "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, 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 + ], + "assistants": [ + 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, 1, 0, 0, 0, 0, 0 + ], + "tags": [1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], + "evaluation": [0, 1, 0, 0, 1, 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, 0, 0, 1, 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, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 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": 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, 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, 0, 0, 0, 0, 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}, + "Компјутерски архитектури": { + "professors": [ + 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, 0, 0, 0, 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, 1, 0, 0, 0, 0, 0, 0, 0 + ], + "tags": [0, 0, 1, 0, 0, 0, 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": 0, + "activated": 1, + "participants": 0.5 + }, + "Компјутерски компоненти": { + "professors": [ + 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, 1, 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, 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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 ], Index: backend/subjects/management/data/test123.json =================================================================== --- backend/subjects/management/data/test123.json (revision 4c0834285e25ac20e2dbea96f9dc054a1765fdda) +++ backend/subjects/management/data/test123.json (revision 4c0834285e25ac20e2dbea96f9dc054a1765fdda) @@ -0,0 +1,16 @@ +{ + "index": "213113", + "professors": [ + 0, 0, 1, 0, 0, 1, 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, 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 + ], + "technologies": [ + 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, + 1, 0, 0 + ], + "tags": [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0], + "evaluation": [1, 0, 1, 0, 0, 0, 0], + "study_effort": 0.6, + "current_year": 4 +} Index: backend/subjects/management/data/test_student.json =================================================================== --- backend/subjects/management/data/test_student.json (revision 4c0834285e25ac20e2dbea96f9dc054a1765fdda) +++ backend/subjects/management/data/test_student.json (revision 4c0834285e25ac20e2dbea96f9dc054a1765fdda) @@ -0,0 +1,37 @@ +[ + { + "id": 33, + "index": "213113", + "study_track": "SIIS23", + "current_year": 4, + "study_effort": 3, + "tags": [ + "Cloud Engineering & DevOps", + "Societal Skills", + "Software Engineering" + ], + "technologies": ["Vue", "C", "Kotlin", "Kubernetes", "Laravel"], + "evaluation": ["Code", "Practical"], + "professors": [ + "Катарина Тројачанец Динева", + "Александар Стојменски", + "Ана Мадевска Богданова", + "Андреа Кулаков" + ], + "user_id": 41, + "has_filled_form": true, + "passed_subjects_per_semester": { + "1": [529, 531], + "2": [], + "3": [], + "4": [], + "5": [], + "6": [], + "7": [], + "8": [] + }, + "has_extracurricular": false, + "total_credits": 12, + "level_credits": [0, 0, 0] + } +] Index: backend/subjects/management/data/vocabulary.json =================================================================== --- backend/subjects/management/data/vocabulary.json (revision 4c0834285e25ac20e2dbea96f9dc054a1765fdda) +++ backend/subjects/management/data/vocabulary.json (revision 4c0834285e25ac20e2dbea96f9dc054a1765fdda) @@ -0,0 +1,165 @@ +{ + "professors": [ + "Ѓорѓи Маџаров", + "Љупчо Антовски", + "Александар Стојменски", + "Александра Каневче Дединец", + "Александра Поповска Митровиќ", + "Ана Мадевска Богданова", + "Анастас Мишев", + "Андреа Кулаков", + "Андреја Наумоски", + "Билјана Стојкоска Ристеска", + "Билјана Тојтовска Рибарски", + "Бобан Јоксимоски", + "Боро Јакимовски", + "Бојан Илијоски", + "Бојана Котеска", + "Вангел Ајановски", + "Верица Бакева Смиљкова", + "Весна Димитриевска Ристовска", + "Весна Димитрова", + "Владимир Здравески", + "Владимир Трајковиќ", + "Георгина Мирчева", + "Горан Велинов", + "Гоце Арменски", + "Дејан Ѓорѓевиќ", + "Дејан Спасов", + "Димитар Трајанов", + "Елена Ризов", + "Емил Станков", + "Ефтим Здравевски", + "Иван Китановски", + "Иван Чорбев", + "Ивица Димитровски", + "Игор Мишковски", + "Илинка Иваноска", + "Калина Сотироска", + "Катарина Тројачанец Динева", + "Катерина Здравкова", + "Кире Триводалиев", + "Коста Митрески", + "Костадин Мишев", + "Ласко Баснарков", + "Магдалена Костоска Ѓорчевска", + "Марија Михова", + "Марјан Гушев", + "Методија Јанчески", + "Миле Јованов", + "Милош Јовановиќ", + "Мирослав Мирчев", + "Моника Симјаноска", + "Наташа Илиевска", + "Невена Ацковска", + "Панче Рибарски", + "Петре Ламески", + "Ристе Стојанов", + "Сашо Граматиков", + "Сите професори", + "Слободан Калајџиски", + "Смилка Јанеска Саркањац", + "Соња Гиевска", + "Соња Филипоска", + "Сузана Лошковска", + "Христина Михајлоска Трпческа" + ], + "assistants": [ + "Јана Кузманова", + "Јована Добрева", + "Александар Тенев", + "Ана Мадевска Богданова", + "Ана Тодоровска", + "Весна Димитриевска Ристовска", + "Владимир Здравески", + "Владислав Бидиков", + "Влатко Спасев", + "Војдан Ќорвезироски", + "Дарко Сасански", + "Димитар Китановски", + "Димитар Милески", + "Димитар Пешевски", + "Евгенија Крајчевска", + "Елена Атанасоска", + "Елена Ризов", + "Ема Пандилова", + "Живко Атанаскоски", + "Зорица Карапанчева", + "Иван Китановски", + "Кирил Ќироски", + "Марија Стојчева", + "Марија Танеска", + "Марко Петров", + "Мартин Динев", + "Мартина Тошевска", + "Мила Додевска", + "Милан Тодоровиќ", + "Милена Трајаноска", + "Моника Симјаноска", + "Ненад Анчев", + "Петар Секулоски", + "Сијче Печкова", + "Славе Темков", + "Стефан Андонов" + ], + "technologies": [ + ".NET", + "Blender", + "C", + "C++", + "CSS", + "Django", + "Docker", + "Figma", + "Flutter", + "Git", + "HTML", + "Java", + "JavaScript", + "Jenkins", + "Kotlin", + "Kubernetes", + "Laravel", + "NoSQL", + "Python", + "R", + "React", + "SQL", + "Spring", + "Swift", + "Unity", + "Vue", + "any", + "jQuery" + ], + "tags": [ + "AI / ML", + "Cloud Engineering & DevOps", + "Computer Architecture", + "Computer Science", + "Cybersecurity", + "Data Science", + "Databases", + "Education", + "Embedded Systems", + "Game Development", + "Mathematics", + "Multimedia", + "Networking", + "Physics", + "Societal Skills", + "Software Engineering", + "Systems Infrastructure", + "UI/UX & Digital Media", + "Web Development" + ], + "evaluation": [ + "Code", + "PROVERI", + "Practical", + "Project", + "Theory", + "Theory + Code", + "Theory + Practical" + ] +} Index: frontend/src/components/StudentForm/StudentForm.tsx =================================================================== --- frontend/src/components/StudentForm/StudentForm.tsx (revision 0e80c947e02cff59c545fdfa3a60650de9065e88) +++ frontend/src/components/StudentForm/StudentForm.tsx (revision 4c0834285e25ac20e2dbea96f9dc054a1765fdda) @@ -49,7 +49,5 @@ ); const [studyEffort, setStudyEffort] = useState(formData?.study_effort || ""); - const [domains, setDomains] = useState( - formData?.preferred_domains || [] - ); + const [domains, setDomains] = useState(formData?.tags || []); const [semesterSearchTerms, setSemesterSearchTerms] = useState< Record @@ -57,11 +55,9 @@ const [professorsSearchTerm, setProfessorSearchTerm] = useState(""); const [technologies, setTechnologies] = useState( - formData?.preferred_technologies || [] + formData?.technologies || [] ); - const [evaluation, setEvaluation] = useState( - formData?.preferred_evaluation || [] - ); + const [evaluation, setEvaluation] = useState(formData?.evaluation || []); const [favoriteProfs, setFavoriteProfs] = useState( - formData?.favorite_professors || [] + formData?.professors || [] ); const [isNemamSelected, setIsNemamSelected] = useState({ @@ -99,17 +95,15 @@ setStudyEffort(formData.study_effort || ""); - const domains_ = (formData.preferred_domains || []).includes("None") + const domains_ = (formData.tags || []).includes("None") ? [] - : formData.preferred_domains || []; + : formData.tags || []; setDomains(domains_); - const technologies_ = (formData.preferred_technologies || []).includes( - "None" - ) + const technologies_ = (formData.technologies || []).includes("None") ? [] - : formData.preferred_technologies || []; + : formData.technologies || []; setTechnologies(technologies_); - const eval_ = (formData.preferred_evaluation || []).map( + const eval_ = (formData.evaluation || []).map( (val: string) => Object.keys(EVALUATIONS_MAP).find( @@ -122,9 +116,7 @@ ); - const favoriteProfs_ = (formData.favorite_professors || []).includes( - "None" - ) + const favoriteProfs_ = (formData.professors || []).includes("None") ? [] - : formData.favorite_professors || []; + : formData.professors || []; setFavoriteProfs(favoriteProfs_); @@ -233,10 +225,10 @@ passed_subjects: getPassedSubjectsByID(passedSubjectsPerSemester), study_effort: studyEffort, - preferred_domains: domains, - preferred_technologies: technologies, - preferred_evaluation: evaluation.map( + tags: domains, + technologies: technologies, + evaluation: evaluation.map( (ev) => EVALUATIONS_MAP[ev as keyof typeof EVALUATIONS_MAP] ?? ev ), - favorite_professors: favoriteProfs, + professors: favoriteProfs, passed_subjects_per_semester: mapToID(passedSubjectsPerSemester), has_extracurricular: hasExtracurricular, Index: frontend/src/components/types.ts =================================================================== --- frontend/src/components/types.ts (revision 0e80c947e02cff59c545fdfa3a60650de9065e88) +++ frontend/src/components/types.ts (revision 4c0834285e25ac20e2dbea96f9dc054a1765fdda) @@ -18,8 +18,8 @@ // passed_subjects: Subject[]; study_effort: number; - preferred_domains: string[]; - preferred_technologies: string[]; - preferred_evaluation: string[]; - favorite_professors: string[]; + tags: string[]; + technologies: string[]; + evaluation: string[]; + professors: string[]; passed_subjects_per_semester: Record; }