update

.gitignore

@@ -0,0 +1 @@
+**/__pycache__/

Dockerfile

@@ -1,15 +1,6 @@
 # Use Python 3.12.3 base image
 FROM python:3.12.3
 
-RUN apt-get update && apt-get install -y locales && \
-    locale-gen id_ID.UTF-8 && \
-    dpkg-reconfigure locales && \
-    locale -a
-
-ENV LANG=id_ID.UTF-8
-ENV LC_ALL=id_ID.UTF-8
-    
-
 # Create a non-root user
 RUN useradd -m -u 1000 user
 

app.py

@@ -1,6 +1,5 @@
 import os
 import middleware
-import locale
 
 from dotenv import load_dotenv
 from flask import Flask, redirect, render_template, url_for
@@ -9,7 +8,6 @@ from flask_login import current_user
 from inference_config import Inference
 
 
-# locale.setlocale(locale.LC_TIME, 'id_ID')
 load_dotenv(override=True)
 
 app = Flask(__name__, static_folder='static', template_folder='templates')

models/history.py

@@ -1,3 +1,5 @@
+import arrow
+
 from firebase_config import firebase_db
 from firebase_admin import firestore
 
@@ -47,7 +49,7 @@ class History:
                 'kata_kunci': data['kata_kunci'],
                 'probabilitas': dict(sorted(data['probabilitas'].items(), key=lambda item: item[1], reverse=True)),
                 'kelompok_bidang_keahlian': data['kelompok_bidang_keahlian'],
-                'tanggal_inferensi': data['tanggal_inferensi'].strftime("%A, %d-%m-%Y %H:%M:%S"),
+                'tanggal_inferensi': arrow.get(data['tanggal_inferensi']).to('Asia/Jakarta').format('dddd, DD-MM-YYYY HH:mm:ss', locale='id_ID'),
                 'top_similarity': data['top_similarity']
             })
 

models/user.py

@@ -1,3 +1,5 @@
+import arrow
+
 from flask_login import UserMixin
 from firebase_config import firebase_db
 from firebase_admin import firestore
@@ -34,7 +36,7 @@ class User(UserMixin):
                 'email': data['email'],
                 'role': data['role'],
                 'inactive': data['inactive'],
-                'registered_at': data['registered_at'].strftime("%A, %d-%m-%Y %H:%M:%S"),
+                'registered_at': arrow.get(data['registered_at']).to('Asia/Jakarta').format('dddd, DD-MM-YYYY HH:mm:ss', locale='id_ID'),
                 'status_badge': 'danger' if data['inactive'] == "1" else 'success'
             })
 

requirements.txt

@@ -10,4 +10,5 @@ torch
 scikit-learn
 transformers
 Sastrawi
-emoji
+emoji
+arrow

templates/dashboard/classifier.html

@@ -540,9 +540,15 @@ title %} {% block content %}
         }
 
         $("#hasil").removeClass("d-none");
-        window.location.hash = "hasil";
         $(".spinner").addClass("d-none");
         $(".overlay").addClass("d-none");
+
+        $("html, body").animate(
+          {
+            scrollTop: $("#hasil").offset().top - 50,
+          },
+          1000
+        );
       },
       error: function (response) {
         $(".spinner").addClass("d-none");

templates/dashboard/file.html

@@ -1,6 +1,6 @@
 {% extends 'dashboard/base.html' %} {% block title %}Berkas{% endblock title %}
 {% block content %}
-<div class="row g-3 mb-5 align-items-center justify-content-between">
+<div class="row g-3 mb-4 align-items-center justify-content-between">
   <div class="col-auto">
     <h1 class="app-page-title mb-0">Berkas</h1>
   </div>

templates/dashboard/lecturer.html

@@ -1,6 +1,6 @@
 {% extends 'dashboard/base.html' %} {% block title %}Dosen{% endblock title %}
 {% block content %}
-<div class="row g-3 mb-5 align-items-center justify-content-between">
+<div class="row g-3 mb-4 align-items-center justify-content-between">
   <div class="col-auto">
     <h1 class="app-page-title mb-0">Dosen</h1>
   </div>

templates/dashboard/user.html

@@ -1,6 +1,6 @@
 {% extends 'dashboard/base.html' %} {% block title %}Pengguna{% endblock title
 %} {% block content %}
-<div class="row g-3 mb-5 align-items-center justify-content-between">
+<div class="row g-3 mb-4 align-items-center justify-content-between">
   <div class="col-auto">
     <h1 class="app-page-title mb-0">Pengguna</h1>
   </div>

views/auth.py

@@ -6,9 +6,11 @@ from requests.exceptions import HTTPError
 from firebase_config import firebase_auth, firebase_db
 from flask_login import logout_user, login_user
 from middleware import load_user
+from pytz import timezone
 
 
 auth = Blueprint('auth', __name__, template_folder='templates')
+tz = timezone('Asia/Jakarta')
 
 @auth.route('/sign-up', methods=['GET', 'POST'])
 def sign_up():
@@ -33,7 +35,7 @@ def sign_up():
                 'nama': nama,
                 'email': email,
                 'role': 'pengguna',
-                'registered_at': datetime.now(),
+                'registered_at': datetime.now(tz),
                 'inactive': '0'
             }
 

views/classifier.py

@@ -4,9 +4,11 @@ from models.lecturer import Lecturer
 from models.history import History
 from datetime import datetime
 from flask_login import current_user
+from pytz import timezone
 
 
 classifier = Blueprint('classifier', __name__, template_folder='templates', url_prefix='/dashboard/classifier')
+tz = timezone('Asia/Jakarta')
 
 @classifier.route('/inference', methods=['POST'])
 @role_required('pengguna')
@@ -22,7 +24,7 @@ def inference():
 
         recommended = current_app.inference.content_based_filtering(text)
 
-        history = History(abstrak=abstrak, kata_kunci=kata_kunci, probabilitas=probs, kelompok_bidang_keahlian=kbk, tanggal_inferensi=datetime.now(), top_similarity=recommended)
+        history = History(abstrak=abstrak, kata_kunci=kata_kunci, probabilitas=probs, kelompok_bidang_keahlian=kbk, tanggal_inferensi=datetime.now(tz), top_similarity=recommended)
         history.save(current_user.id)
 
         return jsonify(message={'probs': probs, 'lecturers': lecturers, 'kbk': kbk, 'top_similarity': recommended}, status="success"), 200