diff --git a/keystroke_dynamic_software-10690462/base/__init__.py b/keystroke_dynamic_software-10690462/base/__init__.py
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diff --git a/keystroke_dynamic_software-10690462/base/asgi.py b/keystroke_dynamic_software-10690462/base/asgi.py
new file mode 100644
index 0000000..305d1ba
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/base/asgi.py
@@ -0,0 +1,16 @@
+"""
+ASGI config for base project.
+
+It exposes the ASGI callable as a module-level variable named ``application``.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/4.2/howto/deployment/asgi/
+"""
+
+import os
+
+from django.core.asgi import get_asgi_application
+
+os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'base.settings')
+
+application = get_asgi_application()
diff --git a/keystroke_dynamic_software-10690462/base/settings.py b/keystroke_dynamic_software-10690462/base/settings.py
new file mode 100644
index 0000000..93d6fd1
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/base/settings.py
@@ -0,0 +1,115 @@
+import os
+from pathlib import Path
+
+# Build paths inside the project like this: BASE_DIR / 'subdir'.
+BASE_DIR = Path(__file__).resolve().parent.parent
+
+
+# Quick-start development settings - unsuitable for production
+# See https://docs.djangoproject.com/en/4.2/howto/deployment/checklist/
+
+# SECURITY WARNING: keep the secret key used in production secret!
+SECRET_KEY = 'django-insecure-es6v21dua^os=sy$p1sim^bu#xkfacu0e#vaxyzk*%g6_fw2ph'
+
+# SECURITY WARNING: don't run with debug turned on in production!
+DEBUG = True
+
+ALLOWED_HOSTS = []
+
+
+# Application definition
+
+INSTALLED_APPS = [
+ 'django.contrib.admin',
+ 'django.contrib.auth',
+ 'django.contrib.contenttypes',
+ 'django.contrib.sessions',
+ 'django.contrib.messages',
+ 'django.contrib.staticfiles',
+
+ # custom app
+ 'core',
+]
+
+MIDDLEWARE = [
+ 'django.middleware.security.SecurityMiddleware',
+ 'django.contrib.sessions.middleware.SessionMiddleware',
+ 'django.middleware.common.CommonMiddleware',
+ 'django.middleware.csrf.CsrfViewMiddleware',
+ 'django.contrib.auth.middleware.AuthenticationMiddleware',
+ 'django.contrib.messages.middleware.MessageMiddleware',
+ 'django.middleware.clickjacking.XFrameOptionsMiddleware',
+]
+
+ROOT_URLCONF = 'base.urls'
+
+TEMPLATES = [
+ {
+ 'BACKEND': 'django.template.backends.django.DjangoTemplates',
+ 'DIRS': [ os.path.join(BASE_DIR, '/templates')],
+ 'APP_DIRS': True,
+ 'OPTIONS': {
+ 'context_processors': [
+ 'django.template.context_processors.debug',
+ 'django.template.context_processors.request',
+ 'django.contrib.auth.context_processors.auth',
+ 'django.contrib.messages.context_processors.messages',
+ ],
+ },
+ },
+]
+
+WSGI_APPLICATION = 'base.wsgi.application'
+
+
+# Database
+# https://docs.djangoproject.com/en/4.2/ref/settings/#databases
+
+DATABASES = {
+ 'default': {
+ 'ENGINE': 'django.db.backends.sqlite3',
+ 'NAME': BASE_DIR / 'db.sqlite3',
+ }
+}
+
+
+# Password validation
+# https://docs.djangoproject.com/en/4.2/ref/settings/#auth-password-validators
+
+AUTH_PASSWORD_VALIDATORS = [
+ {
+ 'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator',
+ },
+ {
+ 'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator',
+ },
+ {
+ 'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator',
+ },
+ {
+ 'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator',
+ },
+]
+
+
+# Internationalization
+# https://docs.djangoproject.com/en/4.2/topics/i18n/
+
+LANGUAGE_CODE = 'en-us'
+
+TIME_ZONE = 'UTC'
+
+USE_I18N = True
+
+USE_TZ = True
+
+
+# Static files (CSS, JavaScript, Images)
+# https://docs.djangoproject.com/en/4.2/howto/static-files/
+
+STATIC_URL = 'static/'
+
+# Default primary key field type
+# https://docs.djangoproject.com/en/4.2/ref/settings/#default-auto-field
+
+DEFAULT_AUTO_FIELD = 'django.db.models.BigAutoField'
diff --git a/keystroke_dynamic_software-10690462/base/urls.py b/keystroke_dynamic_software-10690462/base/urls.py
new file mode 100644
index 0000000..40e6a76
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/base/urls.py
@@ -0,0 +1,10 @@
+from django.conf import settings
+from django.urls import path, include
+from django.conf.urls.static import static
+
+urlpatterns = [
+ path('', include('core.urls'))
+] + static(settings.STATIC_URL, document_root=settings.STATIC_ROOT)
+
+
+
diff --git a/keystroke_dynamic_software-10690462/base/wsgi.py b/keystroke_dynamic_software-10690462/base/wsgi.py
new file mode 100644
index 0000000..c82316e
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/base/wsgi.py
@@ -0,0 +1,16 @@
+"""
+WSGI config for base project.
+
+It exposes the WSGI callable as a module-level variable named ``application``.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/4.2/howto/deployment/wsgi/
+"""
+
+import os
+
+from django.core.wsgi import get_wsgi_application
+
+os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'base.settings')
+
+application = get_wsgi_application()
diff --git a/keystroke_dynamic_software-10690462/core/__init__.py b/keystroke_dynamic_software-10690462/core/__init__.py
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diff --git a/keystroke_dynamic_software-10690462/core/apps.py b/keystroke_dynamic_software-10690462/core/apps.py
new file mode 100644
index 0000000..8115ae6
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/apps.py
@@ -0,0 +1,6 @@
+from django.apps import AppConfig
+
+
+class CoreConfig(AppConfig):
+ default_auto_field = 'django.db.models.BigAutoField'
+ name = 'core'
diff --git a/keystroke_dynamic_software-10690462/core/forms.py b/keystroke_dynamic_software-10690462/core/forms.py
new file mode 100644
index 0000000..3c572e8
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/forms.py
@@ -0,0 +1,15 @@
+from django import forms
+
+class PangramForm(forms.Form):
+ pangram = forms.CharField(required=True, widget=forms.TextInput(
+ attrs={
+ 'placeholder': 'Enter above text here for mood test',
+ 'autocomplete': "off"
+ }
+ ))
+ mood = forms.CharField(required=False, widget=forms.TextInput(attrs={'type': "hidden"}))
+ kd = forms.CharField(required=False, widget=forms.TextInput(attrs={'type': "hidden"}))
+ dukl = forms.CharField(required=False, widget=forms.TextInput(attrs={'type': "hidden"}))
+ ddkl = forms.CharField(required=False, widget=forms.TextInput(attrs={'type': "hidden"}))
+ udkl = forms.CharField(required=False, widget=forms.TextInput(attrs={'type': "hidden"}))
+ uukl = forms.CharField(required=False, widget=forms.TextInput(attrs={'type': "hidden"}))
\ No newline at end of file
diff --git a/keystroke_dynamic_software-10690462/core/management/__init__.py b/keystroke_dynamic_software-10690462/core/management/__init__.py
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diff --git a/keystroke_dynamic_software-10690462/core/management/commands/__pycache__/seed.cpython-310.pyc b/keystroke_dynamic_software-10690462/core/management/commands/__pycache__/seed.cpython-310.pyc
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diff --git a/keystroke_dynamic_software-10690462/core/management/commands/seed.py b/keystroke_dynamic_software-10690462/core/management/commands/seed.py
new file mode 100644
index 0000000..a56ee3c
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/management/commands/seed.py
@@ -0,0 +1,37 @@
+from django.core.management.base import BaseCommand, CommandError
+from core.models import Pangram
+
+PANGRAMS = [
+ "The quick brown fox jumps over a lazy dog",
+ "Show mangled quartz flip vibe exactly",
+ "Pack my box with five dozen liquor jugs",
+ "Jumpy halfling dwarves pick quartz box",
+ "Vex quest wizard, judge my backflop hand",
+ "The jay, pig, fox, zebra and my wolves quack",
+ "Quest judge wizard bonks foxy chimp love",
+ "Fix problem quickly with galvanized jets",
+ "Heavy boxes perform quick waltzes and jigs",
+ "A wizard's job is to vex chumps quickly in fog",
+ "When zombies arrive, quickly fax judge Pat",
+ "Pack my red box with five dozen quality jugs",
+ "Blewjs computer quiz favored proxy hacking",
+ "Who packed five dozen old quart jugs in my box",
+ "Both fickle dwarves jinx my pig quiz",
+ "Fat hag dwarves quickly zap jinx mob",
+ "Fox dwarves chop my talking quiz job",
+ "Public junk dwarves quiz mighty fox",
+ "How quickly daft jumping zebras vex",
+ "Two driven jocks help fax my big quiz",
+ "Go, lazy fat vixen, be shrewd, jump quick",
+ "Big dwarves heckle my top quiz of jinx",
+ "Public junk dwarves hug my quartz fox",
+ "Five jumping wizards hex bolty quick",
+ "Five hexing wizard bots jump quickly",
+]
+
+class Command(BaseCommand):
+ help = "Seed pangram to the database"
+
+ def handle(self, *args, **options):
+ for statement in PANGRAMS:
+ Pangram.objects.create(statement=statement.lower())
\ No newline at end of file
diff --git a/keystroke_dynamic_software-10690462/core/migrations/0001_initial.py b/keystroke_dynamic_software-10690462/core/migrations/0001_initial.py
new file mode 100644
index 0000000..6a0b403
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/migrations/0001_initial.py
@@ -0,0 +1,93 @@
+# Generated by Django 4.2 on 2023-04-12 23:04
+
+from django.conf import settings
+import django.contrib.auth.models
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+ initial = True
+
+ dependencies = [
+ ('auth', '0012_alter_user_first_name_max_length'),
+ ]
+
+ operations = [
+ migrations.CreateModel(
+ name='Pangram',
+ fields=[
+ ('id', models.IntegerField(primary_key=True, serialize=False)),
+ ('statement', models.CharField(max_length=220, unique=True)),
+ ],
+ ),
+ migrations.CreateModel(
+ name='Profile',
+ fields=[
+ ('user_ptr', models.OneToOneField(auto_created=True, on_delete=django.db.models.deletion.CASCADE, parent_link=True, primary_key=True, serialize=False, to=settings.AUTH_USER_MODEL)),
+ ('temp_password', models.CharField(max_length=25)),
+ ('backup_secret', models.CharField(max_length=25)),
+ ('trottle', models.IntegerField(default=0)),
+ ('pangram', models.ForeignKey(null=True, on_delete=django.db.models.deletion.SET_NULL, to='core.pangram')),
+ ],
+ options={
+ 'verbose_name': 'user',
+ 'verbose_name_plural': 'users',
+ 'abstract': False,
+ },
+ bases=('auth.user',),
+ managers=[
+ ('objects', django.contrib.auth.models.UserManager()),
+ ],
+ ),
+ migrations.CreateModel(
+ name='UserBaseKeyStroke',
+ fields=[
+ ('id', models.IntegerField(primary_key=True, serialize=False)),
+ ('mood', models.CharField(choices=[('h', 'happy'), ('s', 'sad'), ('n', 'normal'), ('a', 'angry')], max_length=1)),
+ ('kd', models.DurationField()),
+ ('uukl', models.DurationField()),
+ ('udkl', models.DurationField()),
+ ('ddkl', models.DurationField()),
+ ('dukl', models.DurationField()),
+ ('profile', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='base_keystroke', to='core.profile')),
+ ],
+ ),
+ migrations.CreateModel(
+ name='UnauthorizedAuthStroke',
+ fields=[
+ ('id', models.IntegerField(primary_key=True, serialize=False)),
+ ('mood', models.CharField(choices=[('h', 'happy'), ('s', 'sad'), ('n', 'normal'), ('a', 'angry')], max_length=1)),
+ ('kd', models.DurationField()),
+ ('uukl', models.DurationField()),
+ ('udkl', models.DurationField()),
+ ('ddkl', models.DurationField()),
+ ('dukl', models.DurationField()),
+ ('ed', models.FloatField(blank=True, help_text='euclidean distance', null=True)),
+ ('er', models.IntegerField(blank=True, help_text='error rate', null=True)),
+ ('profile', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='unauth_strokes', to='core.profile')),
+ ],
+ options={
+ 'abstract': False,
+ },
+ ),
+ migrations.CreateModel(
+ name='AuthKeyStroke',
+ fields=[
+ ('id', models.IntegerField(primary_key=True, serialize=False)),
+ ('mood', models.CharField(choices=[('h', 'happy'), ('s', 'sad'), ('n', 'normal'), ('a', 'angry')], max_length=1)),
+ ('kd', models.DurationField()),
+ ('uukl', models.DurationField()),
+ ('udkl', models.DurationField()),
+ ('ddkl', models.DurationField()),
+ ('dukl', models.DurationField()),
+ ('ed', models.FloatField(blank=True, help_text='euclidean distance', null=True)),
+ ('er', models.IntegerField(blank=True, help_text='error rate', null=True)),
+ ('profile', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='auth_strokes', to='core.profile')),
+ ],
+ options={
+ 'abstract': False,
+ },
+ ),
+ ]
diff --git a/keystroke_dynamic_software-10690462/core/migrations/0002_remove_profile_temp_password.py b/keystroke_dynamic_software-10690462/core/migrations/0002_remove_profile_temp_password.py
new file mode 100644
index 0000000..637525f
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/migrations/0002_remove_profile_temp_password.py
@@ -0,0 +1,17 @@
+# Generated by Django 4.2 on 2023-04-13 06:30
+
+from django.db import migrations
+
+
+class Migration(migrations.Migration):
+
+ dependencies = [
+ ('core', '0001_initial'),
+ ]
+
+ operations = [
+ migrations.RemoveField(
+ model_name='profile',
+ name='temp_password',
+ ),
+ ]
diff --git a/keystroke_dynamic_software-10690462/core/migrations/0003_alter_authkeystroke_ddkl_alter_authkeystroke_dukl_and_more.py b/keystroke_dynamic_software-10690462/core/migrations/0003_alter_authkeystroke_ddkl_alter_authkeystroke_dukl_and_more.py
new file mode 100644
index 0000000..6ea03a3
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/migrations/0003_alter_authkeystroke_ddkl_alter_authkeystroke_dukl_and_more.py
@@ -0,0 +1,88 @@
+# Generated by Django 4.2 on 2023-04-13 20:02
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+ dependencies = [
+ ('core', '0002_remove_profile_temp_password'),
+ ]
+
+ operations = [
+ migrations.AlterField(
+ model_name='authkeystroke',
+ name='ddkl',
+ field=models.JSONField(),
+ ),
+ migrations.AlterField(
+ model_name='authkeystroke',
+ name='dukl',
+ field=models.JSONField(),
+ ),
+ migrations.AlterField(
+ model_name='authkeystroke',
+ name='kd',
+ field=models.JSONField(),
+ ),
+ migrations.AlterField(
+ model_name='authkeystroke',
+ name='udkl',
+ field=models.JSONField(),
+ ),
+ migrations.AlterField(
+ model_name='authkeystroke',
+ name='uukl',
+ field=models.JSONField(),
+ ),
+ migrations.AlterField(
+ model_name='unauthorizedauthstroke',
+ name='ddkl',
+ field=models.JSONField(),
+ ),
+ migrations.AlterField(
+ model_name='unauthorizedauthstroke',
+ name='dukl',
+ field=models.JSONField(),
+ ),
+ migrations.AlterField(
+ model_name='unauthorizedauthstroke',
+ name='kd',
+ field=models.JSONField(),
+ ),
+ migrations.AlterField(
+ model_name='unauthorizedauthstroke',
+ name='udkl',
+ field=models.JSONField(),
+ ),
+ migrations.AlterField(
+ model_name='unauthorizedauthstroke',
+ name='uukl',
+ field=models.JSONField(),
+ ),
+ migrations.AlterField(
+ model_name='userbasekeystroke',
+ name='ddkl',
+ field=models.JSONField(),
+ ),
+ migrations.AlterField(
+ model_name='userbasekeystroke',
+ name='dukl',
+ field=models.JSONField(),
+ ),
+ migrations.AlterField(
+ model_name='userbasekeystroke',
+ name='kd',
+ field=models.JSONField(),
+ ),
+ migrations.AlterField(
+ model_name='userbasekeystroke',
+ name='udkl',
+ field=models.JSONField(),
+ ),
+ migrations.AlterField(
+ model_name='userbasekeystroke',
+ name='uukl',
+ field=models.JSONField(),
+ ),
+ ]
diff --git a/keystroke_dynamic_software-10690462/core/migrations/__init__.py b/keystroke_dynamic_software-10690462/core/migrations/__init__.py
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diff --git a/keystroke_dynamic_software-10690462/core/migrations/__pycache__/__init__.cpython-310.pyc b/keystroke_dynamic_software-10690462/core/migrations/__pycache__/__init__.cpython-310.pyc
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diff --git a/keystroke_dynamic_software-10690462/core/models.py b/keystroke_dynamic_software-10690462/core/models.py
new file mode 100644
index 0000000..ef6d2ac
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/models.py
@@ -0,0 +1,195 @@
+import json
+from django.db import models
+from django.contrib.auth.models import User
+
+from . import utils
+
+
+class Pangram(models.Model):
+ """Pangram model holds pre-seeded statement which would be used
+ for authentication purposes
+ """
+ id = models.IntegerField(primary_key=True)
+ statement = models.CharField(max_length=220, unique=True)
+
+ def __str__(self) -> str:
+ """Returns a string representation of model instance"""
+ return self.statement
+
+# No need for Mood model
+# class MoodState(models.Model):
+
+
+class Profile(User):
+ """Extends user model"""
+ last_login = None
+ first_name = None
+ last_name = None
+ email = None
+ pangram = models.ForeignKey(Pangram, on_delete=models.SET_NULL, null=True)
+ backup_secret = models.CharField(max_length=25)
+ trottle = models.IntegerField(default=0)
+
+ def __str__(self) -> str:
+ """Returns string representation of model instance"""
+ return self.username
+
+ def save(self, *args, **kwargs):
+ self.username = self.username.lower()
+ super().save(args, kwargs)
+
+ def mood_euclidean_distances(self, mood, new_strokes):
+ """Computes mood euclidean distance of a profile"""
+ base_mood = self.base_keystroke.get(mood=mood)
+ distances = [
+ utils.calculate_euclidean_distance(
+ json.loads(base_mood.kd),
+ json.loads(new_strokes['kd'])
+ ),
+ utils.calculate_euclidean_distance(
+ json.loads(base_mood.ddkl),
+ json.loads(new_strokes['ddkl'])
+ ),
+ utils.calculate_euclidean_distance(
+ json.loads(base_mood.udkl),
+ json.loads(new_strokes['udkl'])
+ ),
+ utils.calculate_euclidean_distance(
+ json.loads(base_mood.dukl),
+ json.loads(new_strokes['dukl'])
+ ),
+ utils.calculate_euclidean_distance(
+ json.loads(base_mood.uukl),
+ json.loads(new_strokes['uukl'])
+ ),
+ ]
+
+ return distances, [
+ json.loads(base_mood.kd),
+ json.loads(base_mood.ddkl),
+ json.loads(base_mood.udkl),
+ json.loads(base_mood.dukl),
+ json.loads(base_mood.uukl)
+ ]
+
+ def update_auth_login_keystroke_dynamic(self, mood, er, ed, kd, udkl, uukl, dukl, ddkl, tilt):
+ """Updates user's keystroke dynamic euclidean distance and error rate
+
+ mode --> the keystroke mood whose dynamic is to be update
+ ed --> the new euclidean distance
+ er --> the new error rate
+ tilt --> either high or reset. high when authentication fails else reset
+
+ kd
+ udkl
+ uukl
+ dukl
+ ddkl
+ """
+ mood_stroke = self.auth_strokes.get(mood=mood)
+ mood_stroke.kd = kd
+ mood_stroke.udkl = udkl
+ mood_stroke.dukl = dukl
+ mood_stroke.ddkl = ddkl
+ mood_stroke.uukl = uukl
+ mood_stroke.er = er
+ mood_stroke.ed = ed
+ mood_stroke.save()
+
+ self.increase_trottle() if tilt == 'high' else self.reset_trottle()
+
+ def create_unauth_login_keystroke_dynamic(
+ self, mood, er, ed, kd, udkl, uukl, dukl, ddkl, tilt
+ ):
+ """Updates user's keystroke dynamic euclidean distance and error rate
+
+ mode --> the keystroke mood whose dynamic is to be update
+ ed --> the new euclidean distance
+ er --> the new error rate
+ tilt --> either high or reset. high when authentication fails else reset
+ """
+ self.unauth_strokes.create(
+ er = er,
+ ed = ed,
+ kd = kd,
+ udkl = udkl,
+ dukl = dukl,
+ ddkl = ddkl,
+ uukl = uukl,
+ mood = mood
+ )
+
+ self.increase_trottle() if tilt == 'high' else self.reset_trottle()
+
+ def reset_trottle(self):
+ self.trottle = 0
+ self.save()
+
+ def increase_trottle(self):
+ self.trottle = self.trottle + 1
+ self.save()
+
+ def save_authentication_login_strokes_by_form_type(
+ self, mood, er, ed, kd, udkl, uukl, dukl, ddkl, tilt, form_type
+ ):
+ if form_type == "auth":
+ self.update_auth_login_keystroke_dynamic(
+ mood, er, ed, kd, udkl, uukl, dukl, ddkl, tilt)
+
+ elif form_type == "unauth":
+ self.create_unauth_login_keystroke_dynamic(
+ mood, er, ed, kd, udkl, uukl, dukl, ddkl, tilt)
+
+
+
+
+
+class UserBaseKeyStroke(models.Model):
+ """Captures user's base keystroke"""
+ id = models.IntegerField(primary_key=True)
+ profile = models.ForeignKey(
+ Profile, on_delete=models.CASCADE, related_name="base_keystroke")
+ mood = models.CharField(max_length=1, choices=(
+ ('h', 'happy'), ('s', 'sad'),
+ ('n', 'normal'), ('a', 'angry')
+ ))
+ kd = models.JSONField(blank=False, null=False)
+ uukl = models.JSONField(blank=False, null=False)
+ udkl = models.JSONField(blank=False, null=False)
+ ddkl = models.JSONField(blank=False, null=False)
+ dukl = models.JSONField(blank=False, null=False)
+
+
+class AuthStrokeCommonInfo(models.Model):
+ """Capture user's authentication keystroke"""
+ id = models.IntegerField(primary_key=True)
+ mood = models.CharField(max_length=1, choices=(
+ ('h', 'happy'), ('s', 'sad'),
+ ('n', 'normal'), ('a', 'angry')
+ ))
+ kd = models.JSONField(blank=False, null=False)
+ uukl = models.JSONField(blank=False, null=False)
+ udkl = models.JSONField(blank=False, null=False)
+ ddkl = models.JSONField(blank=False, null=False)
+ dukl = models.JSONField(blank=False, null=False)
+ ed = models.FloatField(blank=True, null=True, help_text="euclidean distance")
+ er = models.IntegerField(help_text="error rate", blank=True, null=True)
+
+ class Meta:
+ abstract = True
+
+ def __str__(self) -> str:
+ """Return string representation of model instance"""
+ return "Auth stroke for {mood} mood with euclidean distance of {ed} and error rate of {er}".format(
+ mood=self.mood, ed=self.ed, er=self.er
+ )
+
+
+
+class AuthKeyStroke(AuthStrokeCommonInfo):
+ """Captures strokes for authenticated/authorized user"""
+ profile = models.ForeignKey(Profile, on_delete=models.CASCADE, related_name='auth_strokes')
+
+class UnauthorizedAuthStroke(AuthStrokeCommonInfo):
+ """Captures strokes for unauthenticated/unauthorized user"""
+ profile = models.ForeignKey(Profile, on_delete=models.CASCADE, related_name='unauth_strokes')
\ No newline at end of file
diff --git a/keystroke_dynamic_software-10690462/core/static/core/angry.jpg b/keystroke_dynamic_software-10690462/core/static/core/angry.jpg
new file mode 100644
index 0000000..bca8b66
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diff --git a/keystroke_dynamic_software-10690462/core/static/core/happy.jpeg b/keystroke_dynamic_software-10690462/core/static/core/happy.jpeg
new file mode 100644
index 0000000..1a932c7
Binary files /dev/null and b/keystroke_dynamic_software-10690462/core/static/core/happy.jpeg differ
diff --git a/keystroke_dynamic_software-10690462/core/static/core/logo.jpeg b/keystroke_dynamic_software-10690462/core/static/core/logo.jpeg
new file mode 100644
index 0000000..9a483be
Binary files /dev/null and b/keystroke_dynamic_software-10690462/core/static/core/logo.jpeg differ
diff --git a/keystroke_dynamic_software-10690462/core/static/core/normal.jpg b/keystroke_dynamic_software-10690462/core/static/core/normal.jpg
new file mode 100644
index 0000000..11f1056
Binary files /dev/null and b/keystroke_dynamic_software-10690462/core/static/core/normal.jpg differ
diff --git a/keystroke_dynamic_software-10690462/core/static/core/sad.jpg b/keystroke_dynamic_software-10690462/core/static/core/sad.jpg
new file mode 100644
index 0000000..3678494
Binary files /dev/null and b/keystroke_dynamic_software-10690462/core/static/core/sad.jpg differ
diff --git a/keystroke_dynamic_software-10690462/core/static/core/scripts/base.js b/keystroke_dynamic_software-10690462/core/static/core/scripts/base.js
new file mode 100644
index 0000000..d71e48c
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/static/core/scripts/base.js
@@ -0,0 +1,190 @@
+
+const KD = [];
+const DDKL = [];
+const UUKL = [];
+const DUKL = [];
+const UDKL = [];
+
+// logs all key strokes with their timestamp
+const key_stroke_time_stamp = [
+ // {
+ // "key": "a",
+ // "timePressed": xxxx
+ // "timeReleased": xxxx
+ // },
+]
+
+
+
+/* This event captures key strokes. It sets the key stroked and the
+* time key pressed down
+*/
+const capture_key_press_event = (e) => {
+ if (validate_key_captured(e.key) === false){
+ return
+ }
+
+ key_stroke_time_stamp.push(
+ {
+ "key": e.key,
+ "timePressed": new Date().getUTCMilliseconds() || 0,
+ "timeReleased": undefined
+ }
+ )
+}
+
+
+/* This event retrieves the key released from key strokes.
+ * It updates the timeReleased of the corresponding released key which
+ * was pressed down.
+ *
+ * Futher computations happens here
+ * -- kd computation
+ */
+const capture_key_release_event = (e) => {
+ if (validate_key_captured(e.key) === false){
+ return
+ }
+
+ // as there can be more than one of same key captured in keystroke,
+ // filter is used so all key stroked having same key can be collected
+ let similar_key_strokes = key_stroke_time_stamp.filter( stroke => stroke.key === e.key)
+
+ // the last item on the list would be the most recent stroke captured
+ let key_stroke = similar_key_strokes[similar_key_strokes.length - 1]
+ key_stroke.timeReleased = new Date().getUTCMilliseconds() || 0;
+
+ // captures kd -- time between the key pressed and the key release
+ compute_key_kd(key_stroke=key_stroke)
+}
+
+
+/* Computes time between the key pressed and the key release
+ *
+ * @param key_stroke hold the key stroked and the time it was pressed and released
+ */
+const compute_key_kd = (key_stroke) => {
+ KD.push((key_stroke.timePressed - key_stroke.timeReleased) || 0)
+}
+
+
+/* Computes time between current key release and the next key pressed
+ *
+ * @param prev_key_release_timestamp a numeric value representing timestamp for which the
+ * last key released was captured
+ *
+ * @param current_key_pressed_timestamp a numeric value representing timestamp for which the
+ * current key captured was pressed down
+ */
+const compute_udkl = (prev_key_release_timestamp, current_key_pressed_timestamp) => {
+ UDKL.push((prev_key_release_timestamp - current_key_pressed_timestamp) || 0)
+}
+
+
+/* Computes time differences between two successful key releases
+ *
+ * @param prev_key_release_timestamp holds timestamp for which the
+ * previous key pressed down was released
+ *
+ * @param current_key_release_timestamp holds timestamp for which the
+ * current key pressed down is released
+ */
+const compute_uukl = (prev_key_release_timestamp, current_key_release_timestamp) => {
+ UUKL.push((prev_key_release_timestamp - current_key_release_timestamp) || 0)
+}
+
+
+/* Computes the time differences an immediate older key press down timestamp
+ * and most recent key release timestamp
+ *
+ * @param prev_key_pressed_down_timestamp holds timestamp where which a key is
+ * pressed down. In this case the timestamp should be of a key that was
+ * previously pressed down
+ *
+ * @param current_key_release_timestamp holds timestamp where a the current key is
+ * released.
+ */
+const compute_dukl = (prev_key_pressed_down_timestamp, current_key_release_timestamp) => {
+ DUKL.push((prev_key_pressed_down_timestamp - current_key_release_timestamp) || 0)
+}
+
+
+/* Computes the time differences an immediate older key press down timestamp
+ * and most recent key pressed down timestamp
+ *
+ * @param prev_key_pressed_down_timestamp holds timestamp where which a key is
+ * pressed down. In this case the timestamp should be of a key that was
+ * previously pressed down
+ *
+ * @param current_key_release_timestamp holds timestamp where a the current key is
+ * pressed down.
+ */
+const compute_ddkl = (prev_key_pressed_down_timestamp, current_key_pressed_down_timestamp) => {
+ DDKL.push((prev_key_pressed_down_timestamp - current_key_pressed_down_timestamp) || 0)
+}
+
+
+/* Validates captured key and return true if the key is either an alphabet or puntuation
+ * and false otherwise
+ *
+ * @param key a string representing what a user has pressed on the keyboard
+ */
+const validate_key_captured = (key) => {
+ const allowed_keys = [
+ 'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M',
+ 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', 'Y', 'Z',
+ '0', '1', '2', '3', '4', '5', '6', '7', '8', '9',
+ ',', '.', '-', "'", ';', ':'
+ ]
+ return allowed_keys.find(item => item.toLowerCase() === key.toLowerCase()) ? true : false;
+}
+
+
+const set_up_keystrokes_timestamps_to_form_field = () => {
+ document.getElementById('id_kd').value = JSON.stringify(KD)
+ document.getElementById('id_udkl').value = JSON.stringify(UDKL)
+ document.getElementById('id_ddkl').value = JSON.stringify(DDKL)
+ document.getElementById('id_uukl').value = JSON.stringify(UUKL)
+ document.getElementById('id_dukl').value = JSON.stringify(DUKL)
+}
+
+
+const compute_key_strokes = () => {
+ key_stroke_time_stamp.forEach((current_key_pressed, current_index) => {
+ if (current_index > 0) {
+ const last_key_released = key_stroke_time_stamp[
+ key_stroke_time_stamp.length - (current_index + 1)
+ ]
+
+ compute_udkl(
+ prev_key_release_timestamp=last_key_released.timeReleased,
+ current_key_pressed_timestamp=current_key_pressed.timePressed
+ )
+
+ compute_ddkl(
+ prev_key_pressed_down_timestamp = last_key_released.timePressed,
+ current_key_pressed_down_timestamp = current_key_pressed.timePressed
+ )
+
+ compute_uukl(
+ prev_key_release_timestamp=last_key_released.timeReleased,
+ current_key_release_timestamp=current_key_pressed.timeReleased
+ )
+
+ compute_dukl(
+ prev_key_pressed_down_timestamp = last_key_released.timePressed,
+ current_key_release_timestamp = current_key_pressed.timeReleased
+ )
+ }
+ })
+
+ set_up_keystrokes_timestamps_to_form_field()
+}
+
+
+
+const form_custom_submission = (e) => {
+ e.preventDefault();
+ compute_key_strokes()
+ document.querySelector('form').submit()
+}
diff --git a/keystroke_dynamic_software-10690462/core/templates/core/templates/angry.html b/keystroke_dynamic_software-10690462/core/templates/core/templates/angry.html
new file mode 100644
index 0000000..d587bd3
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/templates/core/templates/angry.html
@@ -0,0 +1,59 @@
+{% extends 'core/templates/base.html' %}
+{% load static %}
+
+{% block head %}
+Complete Angry Mood Test
+
+{% endblock head %}
+
+{% block content %}
+
+
+
+
+
+
+
Hello {{request.user.profile.username|upper}}, this is a ANGRY mood test
+ {{ request.user.profile.pangram.statement }}
+
+
+
+ enter above pangram in red below
+
+
+
+
+{% endblock content %}
+
+
+{% block script %}
+
+{% endblock script %}
diff --git a/keystroke_dynamic_software-10690462/core/templates/core/templates/base.html b/keystroke_dynamic_software-10690462/core/templates/core/templates/base.html
new file mode 100644
index 0000000..ea30f88
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/templates/core/templates/base.html
@@ -0,0 +1,55 @@
+{% load static %}
+
+
+
+
+
+
+
+
+
+
+
+
+
+ {% if messages %}
+
+ {% for message in messages %}
+ {{ message }}
+ {% endfor %}
+
+ {% endif %}
+
+ {% block content %} {% endblock content %}
+
+
+
+
+
+
+
+
+ {% block script %} {% endblock script %}
+
+
\ No newline at end of file
diff --git a/keystroke_dynamic_software-10690462/core/templates/core/templates/choose-mood.html b/keystroke_dynamic_software-10690462/core/templates/core/templates/choose-mood.html
new file mode 100644
index 0000000..4df728a
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/templates/core/templates/choose-mood.html
@@ -0,0 +1,98 @@
+{% extends 'core/templates/base.html' %}
+{% load i18n %}
+{% load static %}
+
+{% block head %}
+Choose A Mood
+{% endblock head %}
+
+{% block content %}
+
+
+
+
+
+
+ {{request.user.profile.username|upper|default:request.session.username}} How're you feeling Today?
+
+
Dashboard
+{% endblock head %}
+
+{% block content %}
+
+
+
logout
+
Welcome {{ request.user.username }}
+
Secret Key :: {{ request.user.profile.backup_secret }}
+
+{% endblock content %}
\ No newline at end of file
diff --git a/keystroke_dynamic_software-10690462/core/templates/core/templates/forget_password_validate_username.html b/keystroke_dynamic_software-10690462/core/templates/core/templates/forget_password_validate_username.html
new file mode 100644
index 0000000..1659c8b
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/templates/core/templates/forget_password_validate_username.html
@@ -0,0 +1,42 @@
+{% extends 'core/templates/base.html' %}
+{% load static %}
+{% block head %}
+ Forget Password - validate user
+{% endblock head %}
+
+{% block content %}
+
+
+
+ Forgot Password
+
+
Complete Happy Mood Test
+
+{% endblock head %}
+
+{% block content %}
+
+
+
+
+
+
Hello {{request.user.profile.username|upper}}, this is a HAPPY mood test
+ {{ request.user.profile.pangram.statement }}
+
+
+
+ enter above pangram in red below
+
+
+
+
+{% endblock content %}
+
+{% block script %}
+
+{% endblock script %}
\ No newline at end of file
diff --git a/keystroke_dynamic_software-10690462/core/templates/core/templates/index.html b/keystroke_dynamic_software-10690462/core/templates/core/templates/index.html
new file mode 100644
index 0000000..6877559
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/templates/core/templates/index.html
@@ -0,0 +1,18 @@
+{% extends 'core/templates/base.html' %}
+{% block head %}
+ Index
+{% endblock head %}
+
+{% block content %}
+
+
+
Welcome to Earth
+
To explore further, you have two choices
+
+
+
+{% endblock content %}
\ No newline at end of file
diff --git a/keystroke_dynamic_software-10690462/core/templates/core/templates/normal.html b/keystroke_dynamic_software-10690462/core/templates/core/templates/normal.html
new file mode 100644
index 0000000..9e60d8d
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/templates/core/templates/normal.html
@@ -0,0 +1,58 @@
+{% extends 'core/templates/base.html' %}
+{% load i18n %}
+{% load static %}
+
+{% block head %}
+ Complete Normal Mood Test
+
+{% endblock head %}
+
+{% block content %}
+
+
+
+
+
+
Hello {{request.user.profile.username|upper}}, this is a NORMAL mood test
+ {{ request.user.profile.pangram.statement }}
+
+
+
+ enter above pangram in red below
+
+
+
+
+{% endblock content %}
+
+{% block script %}
+
+{% endblock script %}
\ No newline at end of file
diff --git a/keystroke_dynamic_software-10690462/core/templates/core/templates/register.html b/keystroke_dynamic_software-10690462/core/templates/core/templates/register.html
new file mode 100644
index 0000000..b22e572
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/templates/core/templates/register.html
@@ -0,0 +1,58 @@
+{% extends 'core/templates/base.html' %}
+{% load static %}
+{% block head %}
+Register
+{% endblock head %}
+
+{% block content %}
+
+
+
+
+ Create An Account
+
+
+
+
+ We are more than just a school
+
+
+ Lorem ipsum dolor sit amet, consectetur adipisicing
+ elit, sed do eiusmod tempor incididunt ut labore et
+ dolore magna aliqua. Ut enim ad minim veniam, quis
+ nostrud exercitation ullamco laboris nisi ut aliquip ex
+ ea commodo consequat.
+
+
+
Complete Sad Mood Test
+
+{% endblock head %}
+
+
+{% block content %}
+
+
+
+
+
+
Hello {{request.user.profile.username|upper}}, this is a SAD mood test
+ {{ request.user.profile.pangram.statement }}
+
+
+
+ enter above pangram in red below
+
+
+
+
+{% endblock content %}
+
+
+{% block script %}
+
+{% endblock script %}
\ No newline at end of file
diff --git a/keystroke_dynamic_software-10690462/core/templates/core/templates/secret_key_login.html b/keystroke_dynamic_software-10690462/core/templates/core/templates/secret_key_login.html
new file mode 100644
index 0000000..65a7be4
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/templates/core/templates/secret_key_login.html
@@ -0,0 +1,49 @@
+{% extends 'core/templates/base.html' %}
+{% load static %}
+{% block head %}
+ Login
+{% endblock head %}
+
+{% block content %}
+
+
+
+ Forgot Password - ({{request.session.username}})
+
+
Login
+{% endblock head %}
+
+{% block content %}
+
+
+
+
+ Account Login
+
+
Index
+{% endblock head %}
+
+{% block content %}
+
+ {% if chart %}
+ Complete Angry Mood Test
+
+{% endblock head %}
+
+{% block content %}
+
+
+
+
Hello {{request.session.username}}, this is a ANGRY mood test
+ {{ request.session.pangram_text }}
+
+
+
+ enter above pangram in red below
+
+
+
+{% endblock content %}
+
+{% block script %}
+
+{% endblock script %}
\ No newline at end of file
diff --git a/keystroke_dynamic_software-10690462/core/templates/core/templates/wizard/happy.html b/keystroke_dynamic_software-10690462/core/templates/core/templates/wizard/happy.html
new file mode 100644
index 0000000..5cba024
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/templates/core/templates/wizard/happy.html
@@ -0,0 +1,63 @@
+{% extends 'core/templates/base.html' %}
+{% load i18n %}
+{% load static %}
+
+{% block head %}
+ Complete Happy Mood Test
+
+{% endblock head %}
+
+{% block content %}
+
+
+
+
Hello {{request.session.username}}, this is a HAPPY mood test
+ {{ request.session.pangram_text }}
+
+
+
+ enter above pangram in red below
+
+
+
+{% endblock content %}
+
+{% block script %}
+
+{% endblock script %}
\ No newline at end of file
diff --git a/keystroke_dynamic_software-10690462/core/templates/core/templates/wizard/normal.html b/keystroke_dynamic_software-10690462/core/templates/core/templates/wizard/normal.html
new file mode 100644
index 0000000..1d67fac
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/templates/core/templates/wizard/normal.html
@@ -0,0 +1,63 @@
+{% extends 'core/templates/base.html' %}
+{% load i18n %}
+{% load static %}
+
+{% block head %}
+ Complete NORMAL Mood Test
+
+{% endblock head %}
+
+{% block content %}
+
+
+
+
Hello {{request.session.username}}, this is a NORMAL mood test
+ {{ request.session.pangram_text }}
+
+
+
+ enter above pangram in red below
+
+
+
+{% endblock content %}
+
+{% block script %}
+
+{% endblock script %}
\ No newline at end of file
diff --git a/keystroke_dynamic_software-10690462/core/templates/core/templates/wizard/sad.html b/keystroke_dynamic_software-10690462/core/templates/core/templates/wizard/sad.html
new file mode 100644
index 0000000..a26661a
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/templates/core/templates/wizard/sad.html
@@ -0,0 +1,63 @@
+{% extends 'core/templates/base.html' %}
+{% load i18n %}
+{% load static %}
+
+{% block head %}
+ Complete Sad Mood Test
+
+{% endblock head %}
+
+{% block content %}
+
+
+
+
Hello {{request.session.username}}, this is a SAD mood test
+ {{ request.session.pangram_text }}
+
+
+
+ enter above pangram in red below
+
+
+
+{% endblock content %}
+
+{% block script %}
+
+{% endblock script %}
\ No newline at end of file
diff --git a/keystroke_dynamic_software-10690462/core/tests.py b/keystroke_dynamic_software-10690462/core/tests.py
new file mode 100644
index 0000000..7ce503c
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/tests.py
@@ -0,0 +1,3 @@
+from django.test import TestCase
+
+# Create your tests here.
diff --git a/keystroke_dynamic_software-10690462/core/urls.py b/keystroke_dynamic_software-10690462/core/urls.py
new file mode 100644
index 0000000..461bca0
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/urls.py
@@ -0,0 +1,21 @@
+from django.urls import path
+from . import views
+
+app_name = 'core'
+urlpatterns = [
+ path('', views.index, name="index"),
+ path('signin/', views.signin, name="signin"),
+ path('signout/', views.signout, name='signout'),
+ path('register/', views.register, name="register"),
+ path('dashboard/', views.dashboard, name='dashboard'),
+ path('visualize/', views.visualize, name='visualize'),
+ path('to-xlsx/', views.visualize_to_excel, name='to-xlsx'),
+ path('select-mood/', views.select_mood, name='select-mood'),
+ path('mood-check/', views.compute_mood, name='compute-mood'),
+ path('key-signin/', views.secret_key_login, name='secret-key-login'),
+ path('forget-password/', views.forget_password_validate_username, name='forget-password'),
+ path('complete-profile/sad', views.record_base_sad_mood_strokes_view, name="record-profile-sad-mood"),
+ path('complete-profile/happy', views.record_base_happy_mood_strokes_view, name="record-profile-happy-mood"),
+ path('complete-profile/angry', views.record_base_angry_mood_strokes_view, name="record-profile-angry-mood"),
+ path('complete-profile/normal', views.record_base_normal_mood_strokes_view, name="record-profile-normal-mood"),
+]
\ No newline at end of file
diff --git a/keystroke_dynamic_software-10690462/core/utils.py b/keystroke_dynamic_software-10690462/core/utils.py
new file mode 100644
index 0000000..29c457e
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/utils.py
@@ -0,0 +1,156 @@
+import math
+import json
+import random
+import base64
+from io import BytesIO
+from uuid import uuid4
+
+from django.shortcuts import render
+
+import pandas as pd
+import matplotlib.pyplot as plt
+
+
+THRESH = 25
+
+
+def generate_random_backup_secret():
+ return ''.join(random.choices(str(uuid4()).replace('-', ''), k=THRESH))
+
+def generate_3_random_number() -> list:
+ number_list = list(range(0, 25))
+ return random.choices(number_list, k=3)
+
+
+def redirect_to_unregistered_mood_view(request, route_to_render):
+ """checks through the registered mood, and redirect to
+ any missing mood which would be as a result of it not
+ being registered yet for the given profile.
+
+ This function would return None if all moods are
+ registered
+ """
+ registered_moods = [x[0] for x in list(request.user.profile.base_keystroke.all().values_list('mood'))]
+
+ if len(registered_moods) == 4:
+ return render(request, 'core/templates/dashboard.html')
+
+ if 'h' not in registered_moods:
+ # happy mood not yet registered
+ return render(request, "core/templates/happy.html")
+
+ if 's' not in registered_moods:
+ # sad mood not yet registered
+ return render(request, "core/templates/sad.html")
+
+ if 'n' not in registered_moods:
+ # normal mood not yet registered
+ return render(request, "core/templates/normal.html")
+
+ if 'a' not in registered_moods:
+ # angry mood not yet registered
+ return render(request, "core/templates/angry.html")
+
+ # if all moods are tracked, redirect to route to render
+ return route_to_render
+
+
+def calculate_euclidean_distance(v1, v2):
+ return math.sqrt(sum((x - y) ** 2 for x, y in zip(v1, v2)))
+
+
+def calculate_error_rate(distances, thresholds):
+ errors = []
+ for dist, thresh in zip(distances, thresholds):
+ try:
+ result = abs(dist - sum(thresh)) / abs(sum(thresh))
+ except ZeroDivisionError:
+ print("Why Me !!!!")
+ result = abs(dist - sum(thresh))
+
+ errors.append(result)
+
+ return sum(errors) / len(errors)
+
+
+def mood_data_from_submitted_form(form_cleaned_data):
+ return {
+ "kd" : form_cleaned_data['kd'],
+ "udkl" : form_cleaned_data['udkl'],
+ "ddkl" : form_cleaned_data['ddkl'],
+ "uukl" : form_cleaned_data['uukl'],
+ "dukl" : form_cleaned_data['dukl']
+ }
+
+
+def get_mood_full_name(short_name):
+ if short_name == 'a':
+ return 'angry'
+ elif short_name == 'h':
+ return 'happy'
+ elif short_name == 's':
+ return 'sad'
+ else:
+ return 'normal'
+
+
+def get_graph():
+ buffer = BytesIO()
+ plt.savefig(buffer, format='png')
+ buffer.seek(0)
+
+ image_png = buffer.getvalue()
+
+ graph = base64.b64encode(image_png)
+ graph = graph.decode('utf-8')
+ buffer.close()
+ return graph
+
+
+def clean_payload(feat, records):
+ features = {
+ 'kd' : 1,
+ 'uukl' : 2,
+ 'udkl' : 3,
+ 'dukl' : 4,
+ 'ddkl' : 5,
+ }
+
+ feat_to_retrieve = features[feat]
+
+
+ all_x = []
+ all_y = []
+ for payload in records:
+ holder = None
+ for data in payload:
+ if data and isinstance(data, str):
+ holder = json.loads(data)
+
+ all_x.append(payload[0])
+ if holder and len(holder) > feat_to_retrieve:
+ all_y.append(holder[0])
+
+ return all_x, all_y
+
+
+def get_plot(x, y, title):
+ plt.switch_backend('AGG')
+ plt.figure(figsize=(5,5))
+ plt.title(title)
+ plt.plot(x, [abs(i) for i in y])
+ plt.xticks(ticks=list(range(1, max(x)+1)))
+ plt.ylim(ymin=0)
+ m = max(y) * 10
+ plt.ylim(ymax=m)
+ plt.xlim(xmin=0)
+ plt.xlabel('user id')
+ plt.ylabel('miliseconds')
+ plt.tight_layout()
+ graph = get_graph()
+ return graph
+
+
+def to_xlsx(data, mood):
+ df = pd.DataFrame(data)
+ return df.to_excel(f'{mood}.xlsx')
diff --git a/keystroke_dynamic_software-10690462/core/views.py b/keystroke_dynamic_software-10690462/core/views.py
new file mode 100644
index 0000000..5c90a6d
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/views.py
@@ -0,0 +1,443 @@
+import json
+import math
+
+from django.contrib.auth import authenticate, login, logout
+from django.contrib.auth.decorators import login_required
+from django.contrib.auth.mixins import LoginRequiredMixin
+from django.http import HttpResponseRedirect, HttpResponse
+from django.shortcuts import render
+from django.contrib import messages
+from django.urls import reverse
+
+from core import models
+from core import utils
+from core import forms
+
+
+
+def index(request):
+ """Process request to retrieve index page"""
+ return render(request, "core/templates/index.html")
+
+
+def signin(request):
+ """Process request to retrieve index page"""
+ if request.method == "GET":
+ return render(request, "core/templates/signin.html")
+
+ username = request.POST.get('username')
+ query = models.Profile.objects.filter(username=username)
+ if not query.exists():
+ messages.error(request, 'User not found')
+ return HttpResponseRedirect(reverse('core:signin'))
+
+ user = query.first()
+ if user.trottle == 3:
+ messages.error(request, 'Too many login attempt')
+ return HttpResponseRedirect(reverse('core:signin'))
+
+ request.session['username'] = username
+ request.session['pangram_text'] = query.first().pangram.statement
+ return HttpResponseRedirect(reverse('core:select-mood'))
+
+
+def forget_password_validate_username(request):
+ """Validates username exists when on forget passsword request"""
+ if request.method == "GET":
+ return render(request, "core/templates/forget_password_validate_username.html")
+
+ username = request.POST.get('username')
+ request.session['username'] = username
+ request.session['rn1'], request.session['rn2'], request.session['rn3'] = utils.generate_3_random_number()
+ return HttpResponseRedirect(reverse('core:secret-key-login'))
+
+
+def secret_key_login(request):
+ """Validates username exists when on forget passsword request"""
+ if request.method == "GET":
+ return render(request, "core/templates/secret_key_login.html")
+
+ key1 = request.POST.get('zkp-1')
+ key2 = request.POST.get('zkp-2')
+ key3 = request.POST.get('zkp-3')
+
+
+ try:
+ user = models.Profile.objects.get(username=request.session['username'])
+ except:
+ messages.error(request, 'Invalid credentials')
+ return HttpResponseRedirect(reverse('core:secret-key-login'))
+
+ sk = user.backup_secret
+ rn1 = sk[request.session['rn1']]
+ rn2 = sk[request.session['rn2']]
+ rn3 = sk[request.session['rn3']]
+
+ if not ((rn1 == key1) and (rn2 == key2) and (rn3 == key3)):
+ messages.error(request, 'Invalid credentials')
+ return HttpResponseRedirect(reverse('core:signin'))
+
+ login(request, user)
+ user.reset_trottle()
+ return HttpResponseRedirect(reverse('core:dashboard'))
+
+
+def register(request):
+ """Process request to retrieve index page"""
+ if request.method == "GET":
+ return render(request, "core/templates/register.html")
+
+ username = request.POST.get('username')
+ if models.Profile.objects.filter(username=username).exists():
+ messages.error(request, "There already exist a user with same username")
+ return HttpResponseRedirect(reverse("core:register"))
+
+ profile = models.Profile.objects.create(
+ username=username,
+ pangram=models.Pangram.objects.order_by('?').first(),
+ backup_secret=utils.generate_random_backup_secret(),
+ )
+ profile.set_password("random")
+ login(request, profile)
+
+ return HttpResponseRedirect(reverse("core:record-profile-happy-mood"))
+
+
+def signout(request):
+ logout(request)
+ return HttpResponseRedirect(reverse("core:index"))
+
+
+def dashboard(request):
+ """Doctype"""
+ if not request.user.is_authenticated:
+ messages.error(request, "Access denied as authentication is required")
+ return HttpResponseRedirect(reverse("core:index"))
+ return render(request, 'core/templates/dashboard.html')
+
+
+@login_required(login_url='/signin/')
+def record_base_happy_mood_strokes_view(request):
+ """Handles request to track a user's happy mode keystrokes"""
+ HAPPY_MODE = 'h'
+ if request.method == "GET":
+ return utils.redirect_to_unregistered_mood_view(
+ request=request,
+ route_to_render=render(request, "core/templates/happy.html")
+ )
+
+ kd = request.POST.get('kd')
+ udkl = request.POST.get('udkl')
+ ddkl = request.POST.get('ddkl')
+ uukl = request.POST.get('uukl')
+ dukl = request.POST.get('dukl')
+
+ models.UserBaseKeyStroke.objects.create(
+ profile=request.user.profile,
+ mood=HAPPY_MODE, kd=kd, udkl=udkl,
+ ddkl=ddkl, uukl=uukl, dukl=dukl
+ )
+
+ models.AuthKeyStroke.objects.create(
+ profile=request.user.profile,
+ mood=HAPPY_MODE, kd=kd, udkl=udkl,
+ ddkl=ddkl, uukl=uukl, dukl=dukl,
+ # Euclidean Distance and Error Rate at this point are authentic
+ # and directly from the user. Euclidean distance cannot be computed
+ # at this point as there's nothing to compute against.
+ #
+ # Because the value here is gotten directly from the user, the error
+ # rate would default to zero
+ ed=0, er=0
+ )
+
+ return HttpResponseRedirect(reverse("core:record-profile-sad-mood"))
+
+
+@login_required(login_url='/signin/')
+def record_base_sad_mood_strokes_view(request):
+ """Handles request to track a user's sad mode keystrokes"""
+ SAD_MODE = 's'
+ if request.method == "GET":
+ return utils.redirect_to_unregistered_mood_view(
+ request=request,
+ route_to_render=render(request, "core/templates/sad.html")
+ )
+
+ kd = request.POST.get('kd')
+ udkl = request.POST.get('udkl')
+ ddkl = request.POST.get('ddkl')
+ uukl = request.POST.get('uukl')
+ dukl = request.POST.get('dukl')
+
+
+ models.UserBaseKeyStroke.objects.create(
+ profile=request.user.profile,
+ mood=SAD_MODE, kd=kd, udkl=udkl,
+ ddkl=ddkl, uukl=uukl, dukl=dukl
+ )
+
+ models.AuthKeyStroke.objects.create(
+ profile=request.user.profile,
+ mood=SAD_MODE, kd=kd, udkl=udkl,
+ ddkl=ddkl, uukl=uukl, dukl=dukl,
+ # Euclidean Distance and Error Rate at this point are authentic
+ # and directly from the user. Euclidean distance cannot be computed
+ # at this point as there's nothing to compute against.
+ #
+ # Because the value here is gotten directly from the user, the error
+ # rate would default to zero
+ ed=0, er=0
+ )
+
+ return HttpResponseRedirect(reverse("core:record-profile-normal-mood"))
+
+
+@login_required(login_url='/signin/')
+def record_base_normal_mood_strokes_view(request):
+ """Handles request to track a user's normal mode keystrokes"""
+ NORMAL_MODE = 'n'
+ if request.method == "GET":
+ return utils.redirect_to_unregistered_mood_view(
+ request=request,
+ route_to_render=render(request, "core/templates/normal.html")
+ )
+
+ kd = request.POST.get('kd')
+ udkl = request.POST.get('udkl')
+ ddkl = request.POST.get('ddkl')
+ uukl = request.POST.get('uukl')
+ dukl = request.POST.get('dukl')
+
+
+ models.UserBaseKeyStroke.objects.create(
+ profile=request.user.profile,
+ mood=NORMAL_MODE, kd=kd, udkl=udkl,
+ ddkl=ddkl, uukl=uukl, dukl=dukl
+ )
+
+ models.AuthKeyStroke.objects.create(
+ profile=request.user.profile,
+ mood=NORMAL_MODE, kd=kd, udkl=udkl,
+ ddkl=ddkl, uukl=uukl, dukl=dukl,
+ # Euclidean Distance and Error Rate at this point are authentic
+ # and directly from the user. Euclidean distance cannot be computed
+ # at this point as there's nothing to compute against.
+ #
+ # Because the value here is gotten directly from the user, the error
+ # rate would default to zero
+ ed=0, er=0
+ )
+
+ return HttpResponseRedirect(reverse("core:record-profile-angry-mood"))
+
+
+@login_required(login_url='/signin/')
+def record_base_angry_mood_strokes_view(request):
+ """Handles request to track a user's angry mode keystrokes"""
+ ANGRY_MODE = 'a'
+ if request.method == "GET":
+ return utils.redirect_to_unregistered_mood_view(
+ request=request,
+ route_to_render=render(request, "core/templates/dashboard.html")
+ )
+
+ kd = request.POST.get('kd')
+ udkl = request.POST.get('udkl')
+ ddkl = request.POST.get('ddkl')
+ uukl = request.POST.get('uukl')
+ dukl = request.POST.get('dukl')
+
+
+ models.UserBaseKeyStroke.objects.create(
+ profile=request.user.profile,
+ mood=ANGRY_MODE, kd=kd, udkl=udkl,
+ ddkl=ddkl, uukl=uukl, dukl=dukl
+ )
+
+ models.AuthKeyStroke.objects.create(
+ profile=request.user.profile,
+ mood=ANGRY_MODE, kd=kd, udkl=udkl,
+ ddkl=ddkl, uukl=uukl, dukl=dukl,
+ # Euclidean Distance and Error Rate at this point are authentic
+ # and directly from the user. Euclidean distance cannot be computed
+ # at this point as there's nothing to compute against.
+ #
+ # Because the value here is gotten directly from the user, the error
+ # rate would default to zero
+ ed=0, er=0
+ )
+
+ return HttpResponseRedirect(reverse("core:dashboard"))
+
+
+def select_mood(request):
+ """Handles request to render view for which user can select
+ their current mood
+ """
+ if request.method == 'GET':
+ try:
+ request.session['username']
+ except:
+ messages.error(request, 'First enter your username')
+ return render(request, 'core/templates/signin.html')
+
+ return render(request, 'core/templates/choose-mood.html')
+
+ # set the selected mood to the user session
+ request.session['mood'] = request.POST.get('mood')
+ return HttpResponseRedirect(reverse('core:compute-mood'))
+
+
+def compute_mood(request):
+ if request.method == "GET":
+ try:
+ mood = request.session['mood']
+ except:
+ messages.error(request, 'No mood selected yet')
+ return render(request, 'core/templates/choose-mood.html')
+ return render(request, f'core/templates/wizard/{utils.get_mood_full_name(mood)}.html')
+
+ username = request.session['username']
+ form_auth_type = request.POST.get('authority')
+ mood_form = forms.PangramForm(request.POST)
+
+ mood_form.is_valid()
+
+ collected_pangram_text = mood_form.cleaned_data['pangram']
+ mood_strokes = utils.mood_data_from_submitted_form(mood_form.cleaned_data)
+
+ try:
+ # check collected pangram against the saved base pangram text
+ profile = models.Profile.objects.get(username=username)
+ statement = profile.pangram.statement
+ print(statement)
+ print(collected_pangram_text)
+ if statement != collected_pangram_text:
+ messages.error(request, "Invalid pangram")
+ return HttpResponseRedirect(reverse('core:signin'))
+ except:
+ messages.error(request, "Invalid credentials")
+ return HttpResponseRedirect(reverse('core:signin'))
+
+ try:
+ # calculate euclidean distances for each mood
+ mood_euclidean_distances, base_mood_strokes = profile.mood_euclidean_distances(
+ mood=mood_form.cleaned_data['mood'], new_strokes=mood_strokes)
+
+ error_rate = utils.calculate_error_rate(mood_euclidean_distances, base_mood_strokes)
+ except TypeError as e:
+ messages.error(request, "Invalid credentials")
+ return HttpResponseRedirect(reverse("core:signin"))
+
+
+ error_rate_threshold = 10
+
+ print("ER --> ", error_rate, "\n\n")
+ if error_rate <= error_rate_threshold:
+ profile.save_authentication_login_strokes_by_form_type(
+ tilt='reset',
+ er=error_rate,
+ kd=mood_strokes['kd'],
+ udkl=mood_strokes['udkl'],
+ uukl=mood_strokes['uukl'],
+ dukl=mood_strokes['dukl'],
+ ddkl=mood_strokes['ddkl'],
+ form_type=form_auth_type,
+ ed=sum(mood_euclidean_distances),
+ mood=mood_form.cleaned_data['mood'],
+ )
+ login(request, profile)
+ messages.success(request, "Authentication successful")
+
+ print("Trottle -> ", profile.trottle )
+ return HttpResponseRedirect(reverse("core:dashboard"))
+
+ profile.save_authentication_login_strokes_by_form_type(
+ tilt='high',
+ er=error_rate,
+ kd=mood_strokes['kd'],
+ udkl=mood_strokes['udkl'],
+ uukl=mood_strokes['uukl'],
+ dukl=mood_strokes['dukl'],
+ ddkl=mood_strokes['ddkl'],
+ form_type=form_auth_type,
+ ed=sum(mood_euclidean_distances),
+ mood=mood_form.cleaned_data['mood'],
+ )
+ messages.error(request, "Invalid credentials")
+ print("Trottle -> ", profile.trottle )
+ return HttpResponseRedirect(reverse("core:signin"))
+
+
+@login_required(login_url='/signin/')
+def visualize(request):
+ """Visualizes the euclidean distance keystrokes data"""
+ mood = request.GET.get('mood') or 'n'
+ req_feature = request.GET.get('feat') or 'uukl'
+
+ all_payload = list(models.AuthKeyStroke.objects.filter(mood=mood).values_list(
+ 'id',
+ 'kd',
+ 'uukl',
+ 'udkl',
+ 'dukl',
+ 'ddkl',
+ ))
+
+ all_x, all_y = utils.clean_payload(feat=req_feature, records=all_payload)
+ title = "Displaying {feature} for {mood} mood".format(
+ feature=req_feature, mood=utils.get_mood_full_name(mood)
+ )
+ chart = utils.get_plot(all_x, all_y, title)
+ return render(
+ request,
+ 'core/templates/visualize.html',
+ {
+ 'mfn': utils.get_mood_full_name(mood),
+ 'chart': chart, 'mood':mood, 'feat': req_feature,
+ }
+ )
+
+
+@login_required(login_url='/signin/')
+def visualize_to_excel(request):
+ mood = request.GET.get('mood') or 'n'
+ auth_type = request.GET.get('type') or 'unauth'
+
+ if auth_type == 'auth':
+ all_payload = list(models.AuthKeyStroke.objects.filter(mood=mood).values(
+ 'kd',
+ 'er',
+ 'ed',
+ 'uukl',
+ 'udkl',
+ 'dukl',
+ 'ddkl',
+ ))
+ else:
+ all_payload = list(models.UnauthorizedAuthStroke.objects.filter(mood=mood).values(
+ 'kd',
+ 'er',
+ 'ed',
+ 'uukl',
+ 'udkl',
+ 'dukl',
+ 'ddkl',
+ ))
+
+ data = []
+ for entry in all_payload:
+ tmp_data = {
+ 'kd': sum([abs(i) for i in json.loads(entry['kd'])]),
+ 'ed': entry['ed'],
+ 'er': entry['er'],
+ 'udkl': sum([abs(i) for i in json.loads(entry['udkl'])]),
+ 'uukl': sum([abs(i) for i in json.loads(entry['uukl'])]),
+ 'ddkl': sum([abs(i) for i in json.loads(entry['ddkl'])]),
+ 'dukl': sum([abs(i) for i in json.loads(entry['dukl'])]),
+ }
+ data.append(tmp_data)
+
+ utils.to_xlsx(data=data, mood=f"{auth_type}_{utils.get_mood_full_name(mood)}")
+ return HttpResponse('Download complete')
diff --git a/keystroke_dynamic_software-10690462/manage.py b/keystroke_dynamic_software-10690462/manage.py
new file mode 100644
index 0000000..cd0be93
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/manage.py
@@ -0,0 +1,22 @@
+#!/usr/bin/env python
+"""Django's command-line utility for administrative tasks."""
+import os
+import sys
+
+
+def main():
+ """Run administrative tasks."""
+ os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'base.settings')
+ try:
+ from django.core.management import execute_from_command_line
+ except ImportError as exc:
+ raise ImportError(
+ "Couldn't import Django. Are you sure it's installed and "
+ "available on your PYTHONPATH environment variable? Did you "
+ "forget to activate a virtual environment?"
+ ) from exc
+ execute_from_command_line(sys.argv)
+
+
+if __name__ == '__main__':
+ main()
diff --git a/keystroke_dynamic_software-10690462/poetry.lock b/keystroke_dynamic_software-10690462/poetry.lock
new file mode 100644
index 0000000..ae3b274
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/poetry.lock
@@ -0,0 +1,597 @@
+# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
+
+[[package]]
+name = "asgiref"
+version = "3.6.0"
+description = "ASGI specs, helper code, and adapters"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.extras]
+tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
+
+[[package]]
+name = "contourpy"
+version = "1.0.7"
+description = "Python library for calculating contours of 2D quadrilateral grids"
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+tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+
+[[package]]
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+optional = false
+python-versions = ">=3.6.8"
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+
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+description = "Extensions to the standard Python datetime module"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
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+
+[[package]]
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+version = "2023.3"
+description = "World timezone definitions, modern and historical"
+category = "main"
+optional = false
+python-versions = "*"
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+category = "main"
+optional = false
+python-versions = ">=2"
+files = [
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+]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.10"
+content-hash = "c4fbe7bb95d2737249fe2708c3128445cc25261a96fe1bb837085976aee6c4a9"
diff --git a/keystroke_dynamic_software-10690462/pyproject.toml b/keystroke_dynamic_software-10690462/pyproject.toml
new file mode 100644
index 0000000..3f3e821
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/pyproject.toml
@@ -0,0 +1,20 @@
+[tool.poetry]
+name = "django-euclidean"
+version = "0.1.0"
+description = ""
+authors = ["Your Name "]
+license = "MIT"
+readme = "README.md"
+packages = [{include = "django_euclidean"}]
+
+[tool.poetry.dependencies]
+python = "^3.10"
+django = "^4.2"
+matplotlib = "^3.7.1"
+pandas = "^2.0.0"
+openpyxl = "^3.1.2"
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
+ 
+ 
+
+
+
+ {% endif %}
+
+
+
+
+
+
+{% endblock content %}
\ No newline at end of file
diff --git a/keystroke_dynamic_software-10690462/core/templates/core/templates/wizard/angry.html b/keystroke_dynamic_software-10690462/core/templates/core/templates/wizard/angry.html
new file mode 100644
index 0000000..dc636ed
--- /dev/null
+++ b/keystroke_dynamic_software-10690462/core/templates/core/templates/wizard/angry.html
@@ -0,0 +1,63 @@
+{% extends 'core/templates/base.html' %}
+{% load i18n %}
+{% load static %}
+
+{% block head %}
+