Search viva questions

SimpleGitHub repo public/private policy ke hisaab, MAD-1 collaborator add, commits dikhao.

Repo → Settings → Collaborators → instructor added.
Commits: git log / GitHub History — regular commits better, ek dum 1 commit suspicious.
README + report mein AI usage likha hona chahiye agar use kiya.

SimpleGitHub repo public/private policy ke hisaab, MAD-1 collaborator add, commits dikhao.

Repo → Settings → Collaborators → instructor added.
Commits: git log / GitHub History — regular commits better, ek dum 1 commit suspicious.
README + report mein AI usage likha hona chahiye agar use kiya.

SimpleChecksum file ka hash (jaise SHA256) — file change hui ya nahi verify.

Portal pe submitted ZIP ka checksum diya hota hai. Local file ka hash nikaalo, match hona chahiye.
Linux: sha256sum project.zip
Mismatch = galat file / corrupt download. Examiner integrity check karta hai ki tumhari submitted copy hi run ho rahi hai.

SimpleExaminer submitted ZIP chahta hai, local extra changes nahi.

Portal se ZIP download → extract → venv → pip install -r requirements.txt → flask run / python app.py.
Checksum maange to hash match karke dikhao. Camera/OPPE setup unke instructions.
Linux/Mac: paths, gunicorn; Windows paths alag ho to relative paths use karo.
Do browsers: admin + user parallel demo impressive lagta hai.

SimpleDemo script pehle se practice karo, 5-7 minute, saari roles.

Suggested flow

1) Register/login user 2) Admin login — CRUD 3) Approval/blacklist 4) Booking/apply 5) Search 6) Validation edge (slots 0, duplicate) 7) Logout
Bolte-bolte dikhao: 'Yahan overbooking rokta hoon'. Code tab kholna jab poochhein.
Crash ho to debug calmly: terminal error, typo, DB path.
Mandatory features skip mat karna — examiner list tick karta hai.

SimpleDemo script pehle se practice karo, 5-7 minute, saari roles.

Suggested flow

1) Register/login user 2) Admin login — CRUD 3) Approval/blacklist 4) Booking/apply 5) Search 6) Validation edge (slots 0, duplicate) 7) Logout
Bolte-bolte dikhao: 'Yahan overbooking rokta hoon'. Code tab kholna jab poochhein.
Crash ho to debug calmly: terminal error, typo, DB path.
Mandatory features skip mat karna — examiner list tick karta hai.

SimpleDemo script pehle se practice karo, 5-7 minute, saari roles.

Suggested flow

1) Register/login user 2) Admin login — CRUD 3) Approval/blacklist 4) Booking/apply 5) Search 6) Validation edge (slots 0, duplicate) 7) Logout
Bolte-bolte dikhao: 'Yahan overbooking rokta hoon'. Code tab kholna jab poochhein.
Crash ho to debug calmly: terminal error, typo, DB path.
Mandatory features skip mat karna — examiner list tick karta hai.

SimpleCRUD = Create, Read, Update, Delete — kisi bhi resource ke 4 basic operations.

Create: POST, db.session.add(new_user); commit() — register, add trek.
Read: GET, User.query.all() — dashboard list.
Update: POST/PUT, user.name = 'Ram'; commit() — edit profile.

DeletePOST/DELETE, db.session.delete(obj); commit().

REST mapping: POST create, GET read, PUT/PATCH update, DELETE delete.
Admin panel mein yeh 4 dikhana viva demo ka common task hai.

Yeh feature demo hai. Account ready rakho, steps bol ke dikhao.

Role ke hisaab login → action (create/approve/book) → DB/UI pe result → edge case (fail when slots=0 / blacklisted).
Do browser windows: admin + user. Search/filter alag se dikhao.
Agar feature nahi hai to sach bolo aur 2 minute mein kaise add karoge (query + template) explain karo.

Examiner code pe ungli rakh ke poochta hai — panic mat karo, 4-line formula bolo.

1) Yeh file/line kya role hai (model / route / template / config)?
2) Input kahan se aata hai (form, URL <id>, session, JSON)?
3) DB pe kya query/write?
4) Output kya (render_template / redirect / jsonify)?

Example

@app.route('/book/<int:id>', methods=['POST']) — logged-in user session se, trek id URL se, Booking add, slots--, redirect history.

Unknown line: imports (request, url_for, flash), decorators, if checks, commit — har keyword ka reason ready rakho.

Examiner code pe ungli rakh ke poochta hai — panic mat karo, 4-line formula bolo.

1) Yeh file/line kya role hai (model / route / template / config)?
2) Input kahan se aata hai (form, URL <id>, session, JSON)?
3) DB pe kya query/write?
4) Output kya (render_template / redirect / jsonify)?

Example

@app.route('/book/<int:id>', methods=['POST']) — logged-in user session se, trek id URL se, Booking add, slots--, redirect history.

Unknown line: imports (request, url_for, flash), decorators, if checks, commit — har keyword ka reason ready rakho.

Examiner code pe ungli rakh ke poochta hai — panic mat karo, 4-line formula bolo.

1) Yeh file/line kya role hai (model / route / template / config)?
2) Input kahan se aata hai (form, URL <id>, session, JSON)?
3) DB pe kya query/write?
4) Output kya (render_template / redirect / jsonify)?

Example

@app.route('/book/<int:id>', methods=['POST']) — logged-in user session se, trek id URL se, Booking add, slots--, redirect history.

Unknown line: imports (request, url_for, flash), decorators, if checks, commit — har keyword ka reason ready rakho.

SimpleDuplicate/overbook rokne ke liye DB constraint + route check dono.

Pehle query: Booking.query.filter_by(user_id=uid, trek_id=tid).first()
Agar exists: flash('Already booked'); return
Slots: if trek.available <= 0: reject else trek.available -= 1; commit
Race condition: unique(user_id, trek_id) constraint — do tabs se double click pe bhi ek hi row.
Blacklist: login pe is_blacklisted check.
Active drive limit: if Company ke paas status=open drive hai to naya mat banne do.

Examiner code pe ungli rakh ke poochta hai — panic mat karo, 4-line formula bolo.

1) Yeh file/line kya role hai (model / route / template / config)?
2) Input kahan se aata hai (form, URL <id>, session, JSON)?
3) DB pe kya query/write?
4) Output kya (render_template / redirect / jsonify)?

Example

@app.route('/book/<int:id>', methods=['POST']) — logged-in user session se, trek id URL se, Booking add, slots--, redirect history.

Unknown line: imports (request, url_for, flash), decorators, if checks, commit — har keyword ka reason ready rakho.

SimpleRoutes/controllers URLs handle karte hain. app.py app banata hai, models.py data, templates/ views, static/ CSS-JS.

Typical structure:
app.py / __init__.py → Flask app, db.init, register blueprints
models.py → tables
routes.py / views → @app.route functions
templates/ → Jinja HTML
static/ → css, images
instance/*.db → SQLite

Ek route explain karne ka template:
1) URL + methods 2) Auth/role check 3) Form/query se data 4) Business rule (duplicate, slots) 5) db.session 6) render ya redirect

Example GET+POST same route: GET form, POST save.
Data HTML se: form name= → request.form. Data HTML ko: render_template(..., items=query).
Nayi .py file: import karke use karo, warna Flask ko pata nahi. Folder rename: imports/paths/templates check.

Yeh feature demo hai. Account ready rakho, steps bol ke dikhao.

Role ke hisaab login → action (create/approve/book) → DB/UI pe result → edge case (fail when slots=0 / blacklisted).
Do browser windows: admin + user. Search/filter alag se dikhao.
Agar feature nahi hai to sach bolo aur 2 minute mein kaise add karoge (query + template) explain karo.

SimpleRoutes/controllers URLs handle karte hain. app.py app banata hai, models.py data, templates/ views, static/ CSS-JS.

Typical structure:
app.py / __init__.py → Flask app, db.init, register blueprints
models.py → tables
routes.py / views → @app.route functions
templates/ → Jinja HTML
static/ → css, images
instance/*.db → SQLite

Ek route explain karne ka template:
1) URL + methods 2) Auth/role check 3) Form/query se data 4) Business rule (duplicate, slots) 5) db.session 6) render ya redirect

Example GET+POST same route: GET form, POST save.
Data HTML se: form name= → request.form. Data HTML ko: render_template(..., items=query).
Nayi .py file: import karke use karo, warna Flask ko pata nahi. Folder rename: imports/paths/templates check.

SimpleRoutes/controllers URLs handle karte hain. app.py app banata hai, models.py data, templates/ views, static/ CSS-JS.

Typical structure:
app.py / __init__.py → Flask app, db.init, register blueprints
models.py → tables
routes.py / views → @app.route functions
templates/ → Jinja HTML
static/ → css, images
instance/*.db → SQLite

Ek route explain karne ka template:
1) URL + methods 2) Auth/role check 3) Form/query se data 4) Business rule (duplicate, slots) 5) db.session 6) render ya redirect

Example GET+POST same route: GET form, POST save.
Data HTML se: form name= → request.form. Data HTML ko: render_template(..., items=query).
Nayi .py file: import karke use karo, warna Flask ko pata nahi. Folder rename: imports/paths/templates check.

Simpleurl_for sirf URL string banata hai, redirect us URL pe browser ko bhejta hai.

url_for('home') → '/home' (function name se URL nikalta hai)
redirect(url_for('home')) → browser ko /home pe le jaata hai

Example

return redirect(url_for('dashboard'))  # sahi
return redirect('/dashboard')         # hardcode, route change pe toot jaayega

Agar redirect se url_for hata do to khud path string dena padega: redirect('/dashboard').
Agar url_for('home') ko url_for('home_page') kar do aur home_page naam ka function nahi hai to BuildError aayega.

url_for ko function ka naam chahiye, URL path nahi.

SimpleFlask session request-across data store karta hai, generally signed cookie mein.

session['user_id'] = user.id
uid = session.get('user_id')
session.clear() # logout

Type: dictionary-like (SecureCookieSession). SECRET_KEY se sign — tamper detect.
Store kahan: default client cookie. Server-side Redis/filesystem bhi laga sakte ho.
Browser storage: cookies, localStorage, sessionStorage. Session cookie tab-close pe jaa sakti hai.
Remember-me: permanent session ya alag token cookie.

SimpleSQLAlchemy Python ka sabse popular ORM hai. MAD1 mein Flask-SQLAlchemy wrapper use hota hai.

db = SQLAlchemy(app)

class Book(db.Model):
    id = db.Column(db.Integer, primary_key=True)
    title = db.Column(db.String(80), nullable=False)

Operations: db.session.add(obj), .commit(), .delete(obj), Model.query.all(), .filter_by(), .get_or_404(id).
db.Model ek class hai (function nahi). db object engine + session + metadata hold karta hai.

SQLALCHEMY_TRACK_MODIFICATIONS=False extra signals band karta hai, performance warning hatati hai.

Simpledb Flask-SQLAlchemy ka object hai. Models db.Model se inherit karti hain, tables db.create_all() se banti hain.

db = SQLAlchemy()
db.init_app(app) # factory pattern

with app.app_context():
    db.create_all()

db.Model SQLAlchemy declarative base (class). Columns se table schema.

db properties engine/session/metadata se aati hain, Flask app config (SQLALCHEMY_DATABASE_URI) se bind.
Admin user: create_all sirf tables; admin seed alag function mein (if not User.query.filter_by(role='admin').first(): ...).
Live schema change: Flask-Migrate/Alembic. create_all nayi tables add kare, existing columns alter nahi karta generally.

Examiner code pe ungli rakh ke poochta hai — panic mat karo, 4-line formula bolo.

1) Yeh file/line kya role hai (model / route / template / config)?
2) Input kahan se aata hai (form, URL <id>, session, JSON)?
3) DB pe kya query/write?
4) Output kya (render_template / redirect / jsonify)?

Example

@app.route('/book/<int:id>', methods=['POST']) — logged-in user session se, trek id URL se, Booking add, slots--, redirect history.

Unknown line: imports (request, url_for, flash), decorators, if checks, commit — har keyword ka reason ready rakho.

SimpleORM = Object Relational Mapping. Database tables ko Python classes/objects se map karta hai, raw SQL kam likhni padti hai.

Bina ORM: cursor.execute('SELECT * FROM user WHERE id=?', [5])
ORM se: User.query.get(5) ya db.session.get(User, 5)

Example model

class User(db.Model):
    id = db.Column(db.Integer, primary_key=True)
    email = db.Column(db.String(120), unique=True)

FaydePython mein soch sakte ho, SQL injection se protection (parameterized), relationships easy, DB switch thoda aasan.

Nuksaancomplex queries slow/abstract, seekhne ki layer extra, kabhi raw SQL phir bhi chahiye.

MAD1: SQLAlchemy (Flask-SQLAlchemy). Tables db.create_all() ya migrations se banti hain.

Simplemodels.py har table ki class hai — columns, PK/FK, relationships. Yeh Model layer hai.

Viva mein file khol ke bolo:
1) Kaunsi classes/tables hain (User, Role-specific, Booking...)
2) Har table ka kaam 1 line
3) Relationships: 1-1 / 1-M / M-M, backref, cascade, lazy
4) Constraints: unique email, nullable, default status

Example skeleton

class User(db.Model):
    id = db.Column(db.Integer, primary_key=True)
    email = db.Column(db.String(120), unique=True, nullable=False)
    role = db.Column(db.String(20), default='user')
    bookings = db.relationship('Booking', backref='user', cascade='all, delete-orphan')

ER diagram: rectangles entities, lines relationships, PK/FK mark. Schema = yahi structure.
Tables create: db.create_all() ya migrations. SQLite file SQL viewer se dikha sakte ho.

Simplemodels.py har table ki class hai — columns, PK/FK, relationships. Yeh Model layer hai.

Viva mein file khol ke bolo:
1) Kaunsi classes/tables hain (User, Role-specific, Booking...)
2) Har table ka kaam 1 line
3) Relationships: 1-1 / 1-M / M-M, backref, cascade, lazy
4) Constraints: unique email, nullable, default status

Example skeleton

class User(db.Model):
    id = db.Column(db.Integer, primary_key=True)
    email = db.Column(db.String(120), unique=True, nullable=False)
    role = db.Column(db.String(20), default='user')
    bookings = db.relationship('Booking', backref='user', cascade='all, delete-orphan')

ER diagram: rectangles entities, lines relationships, PK/FK mark. Schema = yahi structure.
Tables create: db.create_all() ya migrations. SQLite file SQL viewer se dikha sakte ho.

SimpleRelationships tables ko jodti hain taaki related data object se mil jaaye.

One-to-Many: User → kai Posts. posts = relationship('Post', backref='author'). FK post.user_id.
One-to-One: User → Profile. uselist=False + unique FK. Profile.user_id unique.
Many-to-Many: Student ↔ Drive. Junction/secondary table (student_id, drive_id).

Example 1-1:

class Profile(db.Model):
    user_id = db.Column(db.Integer, db.ForeignKey('user.id'), unique=True)
    user = db.relationship('User', back_populates='profile', uselist=False)

1-M ko 1-1: child FK pe unique=True + uselist=False.
Parent-child: parent PK, child FK. Junction table extra columns bhi rakh sakti hai (applied_on).

SimplePrimary Key row ki unique ID hai, Foreign Key doosri table ki Primary Key ko point karti hai.

Primary Key: unique + not null. Har table mein hota hai. Example: user.id = 5
Foreign Key: relationship banati hai. post.user_id = 5 matlab yeh post user 5 ki hai.

Example

class User(db.Model):
    id = db.Column(db.Integer, primary_key=True)
class Post(db.Model):
    id = db.Column(db.Integer, primary_key=True)
    user_id = db.Column(db.Integer, db.ForeignKey('user.id'))

FK Primary Key bhi ho sakti hai (1-to-1 profile table). FK unique ho to One-to-One, nahi to One-to-Many.

Simplebackref relationship ki reverse side automatically bana deta hai.

class Post(db.Model):
    user_id = db.Column(db.Integer, db.ForeignKey('user.id'))
    user = db.relationship('User', backref='posts')

Ab post.user milta hai, aur user.posts bhi — Post model pe sirf ek line.
secondary Many-to-Many junction table ke liye: relationship(..., secondary=likes_table, backref='liked_by').
Explicit chahiye to back_populates use karo.

Simplelazy loading related objects tab load karta hai jab attribute access karte ho, pehle nahi.

user = User.query.get(1)  # posts query nahi

user.posts # ab query

lazy=True / 'select' default. lazy='joined' eager join. lazy='dynamic' query object.
uselist=False One-to-One (single object, list nahi). Hataoge to list mil sakti hai.
Frontend lazy loading images alag cheez hai (viewport mein aaye tab load).

Definition style question: 1 line simple Hinglish + project example + mini code.

Template'X ka kaam Y hai. Mere project mein Z jagah use hua.'

Example'Session login state rakhta hai. session[user_id]=u.id login pe, logout pe session.clear().'

Agar topic Vue/Celery/Redis ho aur project mein nahi hai to sach bolo, theory example do.

Examiner code pe ungli rakh ke poochta hai — panic mat karo, 4-line formula bolo.

1) Yeh file/line kya role hai (model / route / template / config)?
2) Input kahan se aata hai (form, URL <id>, session, JSON)?
3) DB pe kya query/write?
4) Output kya (render_template / redirect / jsonify)?

Example

@app.route('/book/<int:id>', methods=['POST']) — logged-in user session se, trek id URL se, Booking add, slots--, redirect history.

Unknown line: imports (request, url_for, flash), decorators, if checks, commit — har keyword ka reason ready rakho.

SimpleJinja2 Flask ka template engine hai. HTML ke andar Python-jaisa data print/loop/if kar sakte ho.

Bina Jinja har user ke liye alag HTML file. Jinja se ek template + data.

{{ user.name }} print, {% for x in items %} loop, {% if %} condition, {% extends %} layout.

Example routereturn render_template('dash.html', treks=treks)

dash.html: {% for t in treks %}<li>{{ t.name }}</li>{% endfor %}

HTML files templates/ folder mein isliye kyunki Flask default wahan dhundhta hai. render_template Jinja ko run karta hai.
Boolean Jinja handle karta hai: {% if user.is_admin %}.

Simpleextends poora layout inherit karta hai, include chhota piece insert karta hai.

extends: child page base.html ka structure use karti hai, blocks override karti hai. Ek hi parent.
include: navbar.html / footer.html jahan chaho insert. Kai baar use ho sakta hai.

base.html:

{% block content %}{% endblock %}

home.html:
{% extends 'base.html' %}
{% block content %}<h1>Home</h1>{% endblock %}

{% include 'navbar.html' %}  → navbar har page pe

Fayda: header/footer ek jagah, change once — saari pages update. MAD1 mein almost har project use karta hai.

SimpleStatus code number batata hai request ka result.

200 OK — success, page/data mil gaya.
201 Created — POST se naya resource.
302/303 Found/See Other — redirect (login ke baad).
304 Not Modified — cache use karo.
400 Bad Request — galat input.
401 Unauthorized — login nahi (ironically authentication missing).
403 Forbidden — login hai, permission nahi.
404 Not Found — route/record nahi.
500 Internal Server Error — server crash (DB error, NoneType). debug=True pe traceback.
501 Not Implemented — method server nahi sambhalta.

abort(404) Flask mein. get_or_404(id) record na ho to 404.
User ID GET pe exist na kare to 404 return karo, 500 nahi.

Simpleredirect browser ko naya URL pe GET karne ko kehta hai (generally 302).

return redirect(url_for('dashboard'))

Login/register/delete ke baad use karo taaki refresh duplicate POST na kare.
Doosra page dikhana hai with new request — redirect. Same request pe HTML — render_template.

SimpleFlask session request-across data store karta hai, generally signed cookie mein.

session['user_id'] = user.id
uid = session.get('user_id')
session.clear() # logout

Type: dictionary-like (SecureCookieSession). SECRET_KEY se sign — tamper detect.
Store kahan: default client cookie. Server-side Redis/filesystem bhi laga sakte ho.
Browser storage: cookies, localStorage, sessionStorage. Session cookie tab-close pe jaa sakti hai.
Remember-me: permanent session ya alag token cookie.

Simpleflash() ek baar dikhne wala message session mein store karta hai — 'Login successful'.

flash('Invalid password', 'danger')

Template

{% with messages = get_flashed_messages(with_categories=True) %}

JS se auto-hide bhi kar sakte ho.
SECRET_KEY chahiye kyunki flash session use karta hai.

Simpleurl_for Flask function/endpoint name se URL generate karta hai, hardcode path nahi.

url_for('home') → '/'
url_for('edit_user', id=5) → '/user/5/edit'
Templates: href="{{ url_for('login') }}"

Parameter: endpoint ka naam (function name), plus route variables.
Galat naam: BuildError. Route rename karo to url_for automatic naya path dega — yahi fayda hai.

Simplerender_template HTML file ko Jinja se process karke browser ko bhejta hai. Backend data ko frontend se jodta hai.

return render_template('dashboard.html', user=user, treks=treks)

File templates/dashboard.html honi chahiye.
Keyword arguments template mein variables ban jaate hain: {{ user.name }}.
Route kuch return na kare to Flask error. Boolean return typical HTML view ke liye nahi — string/Response chahiye.

SimpleFrontend user jo dekhta/click karta hai, Backend server logic + database.

Frontend: HTML, CSS, Bootstrap, Jinja templates, thoda JS. Browser pe chalta hai.
Backend: Flask routes, SQLAlchemy, session, validation. Python server pe.
Data flow: form POST → Flask request.form → DB save → render_template/redirect → HTML dikha.
MAD1 typical stack: Flask + Jinja + SQLAlchemy + SQLite + Bootstrap.

Simple flow: Browser → Route (controller) → Model/DB → phir template (view) → Browser.

Submit example:
1) HTML form POST /register, name='email'
2) register() request.form.get('email')
3) User(email=...) ; db.session.add; commit
4) redirect dashboard
5) dashboard query + render_template
6) Jinja {{ user.email }} / {% for %}

GET search: /search?q=flask → request.args.get('q') → filter ilike → template list.
JSON API: jsonify, frontend fetch().

SimpleFrontend user jo dekhta/click karta hai, Backend server logic + database.

Frontend: HTML, CSS, Bootstrap, Jinja templates, thoda JS. Browser pe chalta hai.
Backend: Flask routes, SQLAlchemy, session, validation. Python server pe.
Data flow: form POST → Flask request.form → DB save → render_template/redirect → HTML dikha.
MAD1 typical stack: Flask + Jinja + SQLAlchemy + SQLite + Bootstrap.

SimpleForm user input server ko bhejti hai. Table rows/columns dikhati hai.

<form action="{{ url_for('register') }}" method='POST' enctype='multipart/form-data'>
  <input name='email' required>
  <button type='submit'>Go</button>
</form>

name attribute server pe key ban'ti hai: request.form['email']. id JS/CSS, value default/dikhta hua text.
action URL. method GET/POST. enctype file upload pe multipart.
required frontend empty submit rokta hai (backend phir bhi check).

<table><thead><tr><th>Name</th></tr></thead><tbody><tr><td>{{ u.name }}</td></tr></tbody></table>

th header, td data, tr row. Nested table: td ke andar table (avoid, messy).
method hataoge to GET, password URL mein — buri baat.

Simple flow: Browser → Route (controller) → Model/DB → phir template (view) → Browser.

Submit example:
1) HTML form POST /register, name='email'
2) register() request.form.get('email')
3) User(email=...) ; db.session.add; commit
4) redirect dashboard
5) dashboard query + render_template
6) Jinja {{ user.email }} / {% for %}

GET search: /search?q=flask → request.args.get('q') → filter ilike → template list.
JSON API: jsonify, frontend fetch().

SimpleCSS 3 tarikon se lagti hai, priority Inline > Internal > External (same specificity pe).

Inline: style='color:red' element pe. Highest priority, lekin reuse nahi. Debugging mushkil.
Internal: <style> tag HTML head mein. Us page tak limited.
External: style.css file. Large project ke liye best — ek jagah change, saari pages update.

Example same button pe teeno:
/* external */ .btn { color: blue; }
/* internal */ .btn { color: green; }
<!-- inline --> <button class='btn' style='color:red'> → red jeetega

ID (#box) class (.btn) se strong, class element (button) se strong.
!important sabko override karta hai — avoid karo.
Large project: external CSS preferred.

SimpleCSS 3 tarikon se lagti hai, priority Inline > Internal > External (same specificity pe).

Inline: style='color:red' element pe. Highest priority, lekin reuse nahi. Debugging mushkil.
Internal: <style> tag HTML head mein. Us page tak limited.
External: style.css file. Large project ke liye best — ek jagah change, saari pages update.

Example same button pe teeno:
/* external */ .btn { color: blue; }
/* internal */ .btn { color: green; }
<!-- inline --> <button class='btn' style='color:red'> → red jeetega

ID (#box) class (.btn) se strong, class element (button) se strong.
!important sabko override karta hai — avoid karo.
Large project: external CSS preferred.

Simple Jinja loop + if — examiner notepad mein likhwaata hai:

{% for t in treks %}
  <p>{{ t.name }} — {{ t.location }}</p>
{% else %}
  <p>No treks</p>
{% endfor %}

{% if user.role == 'admin' %}
  <button>Delete</button>
{% endif %}

List filter: {% if x > 10 %}{{ x }}{% endif %}
Length: {{ items|length }} Upper: {{ name|upper }}
Table: loop ke andar <tr><td>

Simple Jinja loop + if — examiner notepad mein likhwaata hai:

{% for t in treks %}
  <p>{{ t.name }} — {{ t.location }}</p>
{% else %}
  <p>No treks</p>
{% endfor %}

{% if user.role == 'admin' %}
  <button>Delete</button>
{% endif %}

List filter: {% if x > 10 %}{{ x }}{% endif %}
Length: {{ items|length }} Upper: {{ name|upper }}
Table: loop ke andar <tr><td>

SimpleStatus code number batata hai request ka result.

200 OK — success, page/data mil gaya.
201 Created — POST se naya resource.
302/303 Found/See Other — redirect (login ke baad).
304 Not Modified — cache use karo.
400 Bad Request — galat input.
401 Unauthorized — login nahi (ironically authentication missing).
403 Forbidden — login hai, permission nahi.
404 Not Found — route/record nahi.
500 Internal Server Error — server crash (DB error, NoneType). debug=True pe traceback.
501 Not Implemented — method server nahi sambhalta.

abort(404) Flask mein. get_or_404(id) record na ho to 404.
User ID GET pe exist na kare to 404 return karo, 500 nahi.

SimpleStatus code number batata hai request ka result.

200 OK — success, page/data mil gaya.
201 Created — POST se naya resource.
302/303 Found/See Other — redirect (login ke baad).
304 Not Modified — cache use karo.
400 Bad Request — galat input.
401 Unauthorized — login nahi (ironically authentication missing).
403 Forbidden — login hai, permission nahi.
404 Not Found — route/record nahi.
500 Internal Server Error — server crash (DB error, NoneType). debug=True pe traceback.
501 Not Implemented — method server nahi sambhalta.

abort(404) Flask mein. get_or_404(id) record na ho to 404.
User ID GET pe exist na kare to 404 return karo, 500 nahi.

Simple Hello World — notepad mein yeh likh ke run karke dikhao:

from flask import Flask
app = Flask(__name__)
@app.route('/')
def home():
    return 'Hello World'
if __name__ == '__main__':
    app.run(debug=True)

Jinja version: return render_template('hello.html', name='Shubham')

hello.html: <h1>Hello {{ name }}</h1>
POST-only: @app.route('/x', methods=['POST'])

Simple Hello World — notepad mein yeh likh ke run karke dikhao:

from flask import Flask
app = Flask(__name__)
@app.route('/')
def home():
    return 'Hello World'
if __name__ == '__main__':
    app.run(debug=True)

Jinja version: return render_template('hello.html', name='Shubham')

hello.html: <h1>Hello {{ name }}</h1>
POST-only: @app.route('/x', methods=['POST'])

SimpleURL parameters se numbers lo, calculate karke return/render.

@app.route('/sum/<int:a>/<int:b>')
def add(a, b):
    return f'Hello, sum is {a+b}'

Product: a*b. Square: n*n. Even/odd: 'even' if n%2==0 else 'odd'.
Form se: request.form.get('a', type=int). Background color even/odd:
color = 'green' if n%2==0 else 'red'

return render_template('page.html', color=color)

CSS: body { background: {{ color }}; }

Simple<int:id> URL se integer nikalta hai. Alternatives: query string, POST form, slug string.

@app.route('/user/<int:id>')  # /user/5
@app.route('/user/<string:name>')

request.args.get('id') # /user?id=5
request.form.get('id') # hidden field
int converter galat 'abc' pe 404 — yeh protection hai.

Patternfilter query → template/JSON. Examiner jo entity bole us class ka naam use karo.

@app.route('/admin/blacklisted')
def blacklisted():
    rows = User.query.filter_by(is_blacklisted=True).all()
    return render_template('list.html', rows=rows)

JSON: return jsonify([{'id': r.id, 'name': r.name} for r in rows])
ID se: User.query.get_or_404(id)
Do filters: .filter(Drive.approved==False, Drive.title=='Data Scientist')

Join example: students jinhone blacklisted company ke drive pe apply kiya — join Application-Drive-Company.

PUT@app.route('/x/<int:id>', methods=['PUT']) + request.get_json()

url param display: @app.route('/show/<int:id>') return render_template('show.html', id=id)
Form → next page: POST values render_template('out.html', **request.form)
Count: return str(User.query.filter_by(is_blacklisted=True).count())

Patternfilter query → template/JSON. Examiner jo entity bole us class ka naam use karo.

@app.route('/admin/blacklisted')
def blacklisted():
    rows = User.query.filter_by(is_blacklisted=True).all()
    return render_template('list.html', rows=rows)

JSON: return jsonify([{'id': r.id, 'name': r.name} for r in rows])
ID se: User.query.get_or_404(id)
Do filters: .filter(Drive.approved==False, Drive.title=='Data Scientist')

Join example: students jinhone blacklisted company ke drive pe apply kiya — join Application-Drive-Company.

PUT@app.route('/x/<int:id>', methods=['PUT']) + request.get_json()

url param display: @app.route('/show/<int:id>') return render_template('show.html', id=id)
Form → next page: POST values render_template('out.html', **request.form)
Count: return str(User.query.filter_by(is_blacklisted=True).count())

Simplerender_template HTML file ko Jinja se process karke browser ko bhejta hai. Backend data ko frontend se jodta hai.

return render_template('dashboard.html', user=user, treks=treks)

File templates/dashboard.html honi chahiye.
Keyword arguments template mein variables ban jaate hain: {{ user.name }}.
Route kuch return na kare to Flask error. Boolean return typical HTML view ke liye nahi — string/Response chahiye.

Yeh live UI/CSS change hai. Examiner jo element bole uski CSS turant badlo.

Bootstrap class badlo (btn-primary → btn-success, bg-dark → bg-warning) ya inline style='color:red; background:#eee'.
Center: d-flex justify-content-center text-center. Navbar neeche: navbar fixed-bottom.

Example

<button class='btn btn-success' style='background:#16a34a'>Book</button>

Pehle browser inspect karke class dhundo, phir template mein change karke refresh.

Patternfilter query → template/JSON. Examiner jo entity bole us class ka naam use karo.

@app.route('/admin/blacklisted')
def blacklisted():
    rows = User.query.filter_by(is_blacklisted=True).all()
    return render_template('list.html', rows=rows)

JSON: return jsonify([{'id': r.id, 'name': r.name} for r in rows])
ID se: User.query.get_or_404(id)
Do filters: .filter(Drive.approved==False, Drive.title=='Data Scientist')

Join example: students jinhone blacklisted company ke drive pe apply kiya — join Application-Drive-Company.

PUT@app.route('/x/<int:id>', methods=['PUT']) + request.get_json()

url param display: @app.route('/show/<int:id>') return render_template('show.html', id=id)
Form → next page: POST values render_template('out.html', **request.form)
Count: return str(User.query.filter_by(is_blacklisted=True).count())

SimpleRBAC = Role-Based Access Control — permission role se (admin/staff/user), har user pe alag nahi.

user.role = 'admin'
if current_user.role != 'admin': abort(403)

Same login page, role ke hisaab dashboard. Multiple roles: roles table Many-to-Many, ya comma field (behtar normalized table).
Unapproved staff: is_approved flag, login pe check.
Flask-Security/UserMixin is_authenticated, is_active, get_id dete hain.

Simple mix of small concepts examiners poochte hain:

Enum: fixed choices (status = pending/approved). Python Enum ya DB Enum column.
Lambda: one-line anonymous function. key=lambda x: x.name sort ke liye.
datetime: dates/times. timedelta(days=1) yesterday. default=datetime.utcnow.
os.getenv('SECRET_KEY') environment se config, hardcode nahi. .env alternative: actual OS env, config.py, vault.
HTML metadata: <meta charset>, <meta name='viewport'> — page ke baare mein, body content nahi.
HTTP metadata: headers (Content-Type, Set-Cookie).
Request payload: body data (JSON/form).
Namespace: naam collide na hon (Blueprint name, Python packages).
Plugins: extra packages (Flask-Login). Package vs module: package folder with __init__, module ek .py file.

Definition style question: 1 line simple Hinglish + project example + mini code.

Template'X ka kaam Y hai. Mere project mein Z jagah use hua.'

Example'Session login state rakhta hai. session[user_id]=u.id login pe, logout pe session.clear().'

Agar topic Vue/Celery/Redis ho aur project mein nahi hai to sach bolo, theory example do.

SimpleDemo script pehle se practice karo, 5-7 minute, saari roles.

Suggested flow

1) Register/login user 2) Admin login — CRUD 3) Approval/blacklist 4) Booking/apply 5) Search 6) Validation edge (slots 0, duplicate) 7) Logout
Bolte-bolte dikhao: 'Yahan overbooking rokta hoon'. Code tab kholna jab poochhein.
Crash ho to debug calmly: terminal error, typo, DB path.
Mandatory features skip mat karna — examiner list tick karta hai.

SimpleRoutes/controllers URLs handle karte hain. app.py app banata hai, models.py data, templates/ views, static/ CSS-JS.

Typical structure:
app.py / __init__.py → Flask app, db.init, register blueprints
models.py → tables
routes.py / views → @app.route functions
templates/ → Jinja HTML
static/ → css, images
instance/*.db → SQLite

Ek route explain karne ka template:
1) URL + methods 2) Auth/role check 3) Form/query se data 4) Business rule (duplicate, slots) 5) db.session 6) render ya redirect

Example GET+POST same route: GET form, POST save.
Data HTML se: form name= → request.form. Data HTML ko: render_template(..., items=query).
Nayi .py file: import karke use karo, warna Flask ko pata nahi. Folder rename: imports/paths/templates check.

SimpleConfig (SECRET_KEY, DB URI) code se bahar environment mein rakho.

os.getenv('SECRET_KEY') ya python-dotenv .env file load.
Alternative: real OS env, config.py classes (Dev/Prod), Docker secrets. .env gitignore karo.
Folder name change se .env path toot sakta hai — relative Path(__file__) use karo.

SimpleRoutes/controllers URLs handle karte hain. app.py app banata hai, models.py data, templates/ views, static/ CSS-JS.

Typical structure:
app.py / __init__.py → Flask app, db.init, register blueprints
models.py → tables
routes.py / views → @app.route functions
templates/ → Jinja HTML
static/ → css, images
instance/*.db → SQLite

Ek route explain karne ka template:
1) URL + methods 2) Auth/role check 3) Form/query se data 4) Business rule (duplicate, slots) 5) db.session 6) render ya redirect

Example GET+POST same route: GET form, POST save.
Data HTML se: form name= → request.form. Data HTML ko: render_template(..., items=query).
Nayi .py file: import karke use karo, warna Flask ko pata nahi. Folder rename: imports/paths/templates check.

Simple Jinja loop + if — examiner notepad mein likhwaata hai:

{% for t in treks %}
  <p>{{ t.name }} — {{ t.location }}</p>
{% else %}
  <p>No treks</p>
{% endfor %}

{% if user.role == 'admin' %}
  <button>Delete</button>
{% endif %}

List filter: {% if x > 10 %}{{ x }}{% endif %}
Length: {{ items|length }} Upper: {{ name|upper }}
Table: loop ke andar <tr><td>

Simple flow: Browser → Route (controller) → Model/DB → phir template (view) → Browser.

Submit example:
1) HTML form POST /register, name='email'
2) register() request.form.get('email')
3) User(email=...) ; db.session.add; commit
4) redirect dashboard
5) dashboard query + render_template
6) Jinja {{ user.email }} / {% for %}

GET search: /search?q=flask → request.args.get('q') → filter ilike → template list.
JSON API: jsonify, frontend fetch().

SimpleGitHub repo public/private policy ke hisaab, MAD-1 collaborator add, commits dikhao.

Repo → Settings → Collaborators → instructor added.
Commits: git log / GitHub History — regular commits better, ek dum 1 commit suspicious.
README + report mein AI usage likha hona chahiye agar use kiya.

SimpleGitHub repo public/private policy ke hisaab, MAD-1 collaborator add, commits dikhao.

Repo → Settings → Collaborators → instructor added.
Commits: git log / GitHub History — regular commits better, ek dum 1 commit suspicious.
README + report mein AI usage likha hona chahiye agar use kiya.

SimpleSach bolo. AI se boilerplate/docs theek, logic samajh ke explain karo.

'Boilerplate aur CSS ke liye AI use kiya, models/routes khud design kiye. Report mein X% mention hai.'
Line-by-line nahi explain kar paoge to examiner pakad lega. Documentation: official Flask/SQLAlchemy + course lectures.

SimpleExaminer submitted ZIP chahta hai, local extra changes nahi.

Portal se ZIP download → extract → venv → pip install -r requirements.txt → flask run / python app.py.
Checksum maange to hash match karke dikhao. Camera/OPPE setup unke instructions.
Linux/Mac: paths, gunicorn; Windows paths alag ho to relative paths use karo.
Do browsers: admin + user parallel demo impressive lagta hai.

SimpleExaminer submitted ZIP chahta hai, local extra changes nahi.

Portal se ZIP download → extract → venv → pip install -r requirements.txt → flask run / python app.py.
Checksum maange to hash match karke dikhao. Camera/OPPE setup unke instructions.
Linux/Mac: paths, gunicorn; Windows paths alag ho to relative paths use karo.
Do browsers: admin + user parallel demo impressive lagta hai.

SimpleDemo script pehle se practice karo, 5-7 minute, saari roles.

Suggested flow

1) Register/login user 2) Admin login — CRUD 3) Approval/blacklist 4) Booking/apply 5) Search 6) Validation edge (slots 0, duplicate) 7) Logout
Bolte-bolte dikhao: 'Yahan overbooking rokta hoon'. Code tab kholna jab poochhein.
Crash ho to debug calmly: terminal error, typo, DB path.
Mandatory features skip mat karna — examiner list tick karta hai.

SimpleCRUD = Create, Read, Update, Delete — kisi bhi resource ke 4 basic operations.

Create: POST, db.session.add(new_user); commit() — register, add trek.
Read: GET, User.query.all() — dashboard list.
Update: POST/PUT, user.name = 'Ram'; commit() — edit profile.

DeletePOST/DELETE, db.session.delete(obj); commit().

REST mapping: POST create, GET read, PUT/PATCH update, DELETE delete.
Admin panel mein yeh 4 dikhana viva demo ka common task hai.

SimpleDemo script pehle se practice karo, 5-7 minute, saari roles.

Suggested flow

1) Register/login user 2) Admin login — CRUD 3) Approval/blacklist 4) Booking/apply 5) Search 6) Validation edge (slots 0, duplicate) 7) Logout
Bolte-bolte dikhao: 'Yahan overbooking rokta hoon'. Code tab kholna jab poochhein.
Crash ho to debug calmly: terminal error, typo, DB path.
Mandatory features skip mat karna — examiner list tick karta hai.

SimpleSearch box GET form, backend query filter, results template mein.

q = request.args.get('q', '').strip()
results = Doctor.query.filter(Doctor.name.ilike(f'%{q}%')).all() if q else []
return render_template('search.html', results=results, q=q)

Jinja: {{ results|length }} matches. Empty: 'No results'.
JS-only filter: saara data pehle load, client filter — chhote lists. Bada data: server search.
Search generally GET (shareable URL). Count: len(results) ya db.func.count.

Examiner code pe ungli rakh ke poochta hai — panic mat karo, 4-line formula bolo.

1) Yeh file/line kya role hai (model / route / template / config)?
2) Input kahan se aata hai (form, URL <id>, session, JSON)?
3) DB pe kya query/write?
4) Output kya (render_template / redirect / jsonify)?

Example

@app.route('/book/<int:id>', methods=['POST']) — logged-in user session se, trek id URL se, Booking add, slots--, redirect history.

Unknown line: imports (request, url_for, flash), decorators, if checks, commit — har keyword ka reason ready rakho.

SimpleCost generally rate × quantity/time, round up rules ke saath.

hours = max(1, math.ceil(total_minutes / 60)) # 10 min bhi 1 hour
cost = hours * lot.price_per_hour
Logic route/model method mein rakho, template mein sirf {{ booking.cost }}.
Viva: numbers ka example 90 min × ₹50 = ₹100 (ceil 2 hours) walkthrough karo.

Yeh MAD-1 viva question tumhare project ke context se linked hai. Short answer is structure se do:

Pehle 1 line definition/purpose, phir tumhare project ka example, phir chhota code/flow.

Typical Flask flowBrowser request → @app.route controller → SQLAlchemy model/DB → Jinja template response.

Auth: session['user_id'] + role check. CRUD: add/commit, query.all, field update, delete.
Live change maange to: related model → route → template, phir browser refresh karke dikhao.

Example (generic create):
obj = Model(name=request.form.get('name'))

db.session.add(obj); db.session.commit()
return redirect(url_for('list_view'))

Simplemodels.py har table ki class hai — columns, PK/FK, relationships. Yeh Model layer hai.

Viva mein file khol ke bolo:
1) Kaunsi classes/tables hain (User, Role-specific, Booking...)
2) Har table ka kaam 1 line
3) Relationships: 1-1 / 1-M / M-M, backref, cascade, lazy
4) Constraints: unique email, nullable, default status

Example skeleton

class User(db.Model):
    id = db.Column(db.Integer, primary_key=True)
    email = db.Column(db.String(120), unique=True, nullable=False)
    role = db.Column(db.String(20), default='user')
    bookings = db.relationship('Booking', backref='user', cascade='all, delete-orphan')

ER diagram: rectangles entities, lines relationships, PK/FK mark. Schema = yahi structure.
Tables create: db.create_all() ya migrations. SQLite file SQL viewer se dikha sakte ho.

Simplemodels.py har table ki class hai — columns, PK/FK, relationships. Yeh Model layer hai.

Viva mein file khol ke bolo:
1) Kaunsi classes/tables hain (User, Role-specific, Booking...)
2) Har table ka kaam 1 line
3) Relationships: 1-1 / 1-M / M-M, backref, cascade, lazy
4) Constraints: unique email, nullable, default status

Example skeleton

class User(db.Model):
    id = db.Column(db.Integer, primary_key=True)
    email = db.Column(db.String(120), unique=True, nullable=False)
    role = db.Column(db.String(20), default='user')
    bookings = db.relationship('Booking', backref='user', cascade='all, delete-orphan')

ER diagram: rectangles entities, lines relationships, PK/FK mark. Schema = yahi structure.
Tables create: db.create_all() ya migrations. SQLite file SQL viewer se dikha sakte ho.

Simplemodels.py har table ki class hai — columns, PK/FK, relationships. Yeh Model layer hai.

Viva mein file khol ke bolo:
1) Kaunsi classes/tables hain (User, Role-specific, Booking...)
2) Har table ka kaam 1 line
3) Relationships: 1-1 / 1-M / M-M, backref, cascade, lazy
4) Constraints: unique email, nullable, default status

Example skeleton

class User(db.Model):
    id = db.Column(db.Integer, primary_key=True)
    email = db.Column(db.String(120), unique=True, nullable=False)
    role = db.Column(db.String(20), default='user')
    bookings = db.relationship('Booking', backref='user', cascade='all, delete-orphan')

ER diagram: rectangles entities, lines relationships, PK/FK mark. Schema = yahi structure.
Tables create: db.create_all() ya migrations. SQLite file SQL viewer se dikha sakte ho.

Simplebackref relationship ki reverse side automatically bana deta hai.

class Post(db.Model):
    user_id = db.Column(db.Integer, db.ForeignKey('user.id'))
    user = db.relationship('User', backref='posts')

Ab post.user milta hai, aur user.posts bhi — Post model pe sirf ek line.
secondary Many-to-Many junction table ke liye: relationship(..., secondary=likes_table, backref='liked_by').
Explicit chahiye to back_populates use karo.

Definition style question: 1 line simple Hinglish + project example + mini code.

Template'X ka kaam Y hai. Mere project mein Z jagah use hua.'

Example'Session login state rakhta hai. session[user_id]=u.id login pe, logout pe session.clear().'

Agar topic Vue/Celery/Redis ho aur project mein nahi hai to sach bolo, theory example do.

SimpleCascade parent ke saath child pe automatic action (generally delete).

Company delete → uski drives bhi delete, warna orphan rows / FK error.
SQLAlchemy: db.relationship('Drive', cascade='all, delete-orphan', backref='company')
SQL: ForeignKey(..., ondelete='CASCADE')

Cascade sirf delete nahi: save-update, merge, refresh-expire, expunge, delete-orphan.
Cascade Update: parent PK change to child FK update (rare, PK mat badlo).
Parent delete jab children active hon: constraint error, ya cascade se children gayab, ya pehle children handle karo — design choice examiner poochta hai.
CSS cascading alag topic hai (styles inherit/override).

SimpleDuplicate/overbook rokne ke liye DB constraint + route check dono.

Pehle query: Booking.query.filter_by(user_id=uid, trek_id=tid).first()
Agar exists: flash('Already booked'); return
Slots: if trek.available <= 0: reject else trek.available -= 1; commit
Race condition: unique(user_id, trek_id) constraint — do tabs se double click pe bhi ek hi row.
Blacklist: login pe is_blacklisted check.
Active drive limit: if Company ke paas status=open drive hai to naya mat banne do.

SimpleORM = Object Relational Mapping. Database tables ko Python classes/objects se map karta hai, raw SQL kam likhni padti hai.

Bina ORM: cursor.execute('SELECT * FROM user WHERE id=?', [5])
ORM se: User.query.get(5) ya db.session.get(User, 5)

Example model

class User(db.Model):
    id = db.Column(db.Integer, primary_key=True)
    email = db.Column(db.String(120), unique=True)

FaydePython mein soch sakte ho, SQL injection se protection (parameterized), relationships easy, DB switch thoda aasan.

Nuksaancomplex queries slow/abstract, seekhne ki layer extra, kabhi raw SQL phir bhi chahiye.

MAD1: SQLAlchemy (Flask-SQLAlchemy). Tables db.create_all() ya migrations se banti hain.

SimpleORM = Object Relational Mapping. Database tables ko Python classes/objects se map karta hai, raw SQL kam likhni padti hai.

Bina ORM: cursor.execute('SELECT * FROM user WHERE id=?', [5])
ORM se: User.query.get(5) ya db.session.get(User, 5)

Example model

class User(db.Model):
    id = db.Column(db.Integer, primary_key=True)
    email = db.Column(db.String(120), unique=True)

FaydePython mein soch sakte ho, SQL injection se protection (parameterized), relationships easy, DB switch thoda aasan.

Nuksaancomplex queries slow/abstract, seekhne ki layer extra, kabhi raw SQL phir bhi chahiye.

MAD1: SQLAlchemy (Flask-SQLAlchemy). Tables db.create_all() ya migrations se banti hain.

Simplevenv isolated Python environment — project ke packages system Python se mix nahi hote.

python -m venv .venv
source .venv/bin/activate # Windows: .venv\Scripts\activate
pip install -r requirements.txt
Do projects alag Flask versions rakh sakte hain. Viva: pehle venv activate, phir flask run.

SimpleFrontend user jo dekhta/click karta hai, Backend server logic + database.

Frontend: HTML, CSS, Bootstrap, Jinja templates, thoda JS. Browser pe chalta hai.
Backend: Flask routes, SQLAlchemy, session, validation. Python server pe.
Data flow: form POST → Flask request.form → DB save → render_template/redirect → HTML dikha.
MAD1 typical stack: Flask + Jinja + SQLAlchemy + SQLite + Bootstrap.

SimpleFrontend validation UX ke liye, Backend validation security ke liye. Dono chahiye, backend zyada important hai.

Frontend: HTML required, minlength, JS/regex. User ko turant error dikhta hai. Bypass easy (DevTools / Postman).
Backend: Flask route mein checks. Asli security yahi hai. Hacker frontend skip karke POST bhej sakta hai.

Example frontend

<input type='number' min='18' max='99' required>

Example backend

age = int(request.form.get('age') or 0)
if age < 18 or age >= 100:
    flash('Invalid age')
    return redirect(url_for('register'))

Viva line'Frontend convenience hai, backend source of truth hai.'

SimpleHTTP methods batate hain request kya karna chahti hai. Common: GET POST PUT PATCH DELETE.

GETread/fetch. Safe, URL se. Page kholna, search.

POSTcreate/submit. Form, login.

PUTpoora replace/update. Idempotent.

PATCHpartial update.

DELETEhataana.

HEAD: sirf headers. OPTIONS: CORS preflight.

Flask: @app.route('/x', methods=['GET','POST'])
Agar methods na likho to default sirf GET.
HTML form native sirf GET/POST. PUT/DELETE JS/fetch ya hidden _method se.
GET se data fetch ho sakta hai, create nahi karna chahiye. POST se theoretically fetch ho sakta hai lekin cache/semantics galat.
DELETE fetch ke liye nahi. GET POST ka kaam officially nahi karta — side effects GET pe mat rakho.

SimplePUT poori resource replace karta hai, PATCH sirf kuch fields update karta hai.

PUTfull update. Jo fields nahi bheji, woh empty/default ho sakti hain. Idempotent — same request 5 baar bhejo, result same.

PATCHpartial update. Sirf name change karna hai to sirf name bhejo, baaki fields same rehti hain.

ExampleUser {name: Ram, city: Delhi, age: 20}

PUT /user/1 {name: Shyam} → city/age lose ho sakte hain agar poora object nahi bheja.
PATCH /user/1 {name: Shyam} → sirf name Shyam, city Delhi, age 20 same.

MAD1 Flask forms mein aksar POST se update karte hain kyunki HTML form PUT/PATCH native support nahi karta. Theory mein farq yeh hai.

SimpleCRUD = Create, Read, Update, Delete — kisi bhi resource ke 4 basic operations.

Create: POST, db.session.add(new_user); commit() — register, add trek.
Read: GET, User.query.all() — dashboard list.
Update: POST/PUT, user.name = 'Ram'; commit() — edit profile.

DeletePOST/DELETE, db.session.delete(obj); commit().

REST mapping: POST create, GET read, PUT/PATCH update, DELETE delete.
Admin panel mein yeh 4 dikhana viva demo ka common task hai.

SimplePassword DB mein plain text mat rakho — hash store karo jo reverse nahi hota.

from werkzeug.security import generate_password_hash, check_password_hash
user.password = generate_password_hash(request.form['password'])
check_password_hash(user.password, form_password)

Hashing ≠ encryption. Leak pe bhi original password nahi milta (easy passwords rainbow table se — isliye salt + strong hash).
Column String(200) kyunki hash lamba hota hai. unique=True password pe mat lagao.

SimplePassword DB mein plain text mat rakho — hash store karo jo reverse nahi hota.

from werkzeug.security import generate_password_hash, check_password_hash
user.password = generate_password_hash(request.form['password'])
check_password_hash(user.password, form_password)

Hashing ≠ encryption. Leak pe bhi original password nahi milta (easy passwords rainbow table se — isliye salt + strong hash).
Column String(200) kyunki hash lamba hota hai. unique=True password pe mat lagao.

SimpleSQL Injection user input ko SQL bana ke DB hack. ORM/parameterized queries se bachao.

Galat: f"SELECT * FROM user WHERE email='{email}'" # email = ' OR 1=1 --
Sahi: User.query.filter_by(email=email) # bound parameters
Raw: db.session.execute(text('SELECT * FROM user WHERE id=:id'), {'id': i})
Extra: least privilege DB user, input validate, error messages generic.

Simple 4-step: Model → DB → Form → Route → Template. Yeh sabse common live-coding hai.

1) models.py: age = db.Column(db.Integer, nullable=True)
2) DB: SQLite viewer se column, ya DB delete karke create_all, ya ALTER TABLE user ADD COLUMN age INTEGER; production mein Flask-Migrate.
3) register.html: <input type='number' name='age' min='18' required>
4) route: user.age = request.form.get('age', type=int); commit
5) dashboard: {{ user.age }} admin table mein <td>{{ u.age }}</td>

Print terminal: print('AGE', request.form.get('age'))
Phone/city same pattern, String(20). Openings on Drive: integer column + form + create_drive route.

Yeh list filter/sort/display task hai. Query badlo, template same rakh sakte ho.

rows = Model.query.filter_by(status='approved').order_by(Model.name.asc()).all()

Jinja: {% for r in rows %}<tr><td>{{ r.name|upper }}</td></tr>{% endfor %}

{{ rows|length }} count dikhane ke liye.

Alphabet sort: order_by(Model.name). Status filter: filter_by(status='pending').
Assigned staff column: relationship se {{ booking.staff.name }}.

SimpleDuplicate/overbook rokne ke liye DB constraint + route check dono.

Pehle query: Booking.query.filter_by(user_id=uid, trek_id=tid).first()
Agar exists: flash('Already booked'); return
Slots: if trek.available <= 0: reject else trek.available -= 1; commit
Race condition: unique(user_id, trek_id) constraint — do tabs se double click pe bhi ek hi row.
Blacklist: login pe is_blacklisted check.
Active drive limit: if Company ke paas status=open drive hai to naya mat banne do.

Simplecurrent user object template ko do, Jinja se naam print.

@app.route('/staff/dashboard')
def staff_dash():
    staff = Staff.query.get(session['user_id'])
    return render_template('staff_dash.html', staff=staff)

<h2>Welcome, {{ staff.name }}</h2>

Flask-Login: {{ current_user.name }} — context_processor se har template mein user inject ho sakta hai.
Roll/dept extra fields same tarah pass karo.

Yeh live UI/CSS change hai. Examiner jo element bole uski CSS turant badlo.

Bootstrap class badlo (btn-primary → btn-success, bg-dark → bg-warning) ya inline style='color:red; background:#eee'.
Center: d-flex justify-content-center text-center. Navbar neeche: navbar fixed-bottom.

Example

<button class='btn btn-success' style='background:#16a34a'>Book</button>

Pehle browser inspect karke class dhundo, phir template mein change karke refresh.

Yeh MAD-1 viva question tumhare project ke context se linked hai. Short answer is structure se do:

Pehle 1 line definition/purpose, phir tumhare project ka example, phir chhota code/flow.

Typical Flask flowBrowser request → @app.route controller → SQLAlchemy model/DB → Jinja template response.

Auth: session['user_id'] + role check. CRUD: add/commit, query.all, field update, delete.
Live change maange to: related model → route → template, phir browser refresh karke dikhao.

Example (generic create):
obj = Model(name=request.form.get('name'))

db.session.add(obj); db.session.commit()
return redirect(url_for('list_view'))

Yeh MAD-1 viva question tumhare project ke context se linked hai. Short answer is structure se do:

Pehle 1 line definition/purpose, phir tumhare project ka example, phir chhota code/flow.

Typical Flask flowBrowser request → @app.route controller → SQLAlchemy model/DB → Jinja template response.

Auth: session['user_id'] + role check. CRUD: add/commit, query.all, field update, delete.
Live change maange to: related model → route → template, phir browser refresh karke dikhao.

Example (generic create):
obj = Model(name=request.form.get('name'))

db.session.add(obj); db.session.commit()
return redirect(url_for('list_view'))