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Mastering CRUD: Build Full-Stack Database Applications

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Contents
1

What Is CRUD and Why It Matters

Reading12mFree
2

CRUD, REST, and HTTP Verbs

Reading14mFree
3

The Data Lifecycle of a Record

Reading11m
4

Course Project Tour: TaskFlow

Video9m
5

Chapter 1 — Quiz

Quiz8m
6

Tables, Rows, Columns & Types

Reading14m
7

Primary Keys & IDs (Auto-increment vs UUID)

Reading13m
8

Relationships: One-to-Many & Many-to-Many

Reading16m
9

Normalization & Schema Design Principles

Reading14m
10

Modeling TaskFlow with Prisma

Reading13m
11

Chapter 2 — Quiz

Quiz8m
12

INSERT — Creating Rows

Reading13m
13

SELECT — Reading & Filtering

Reading16m
14

UPDATE — Changing Rows Safely

Reading12m
15

DELETE — Removing Rows

Reading11m
16

Live SQL: A Full CRUD Session

Video15m
17

Chapter 3 — Quiz

Quiz9m
18

REST API Design for CRUD Resources

Reading14m
19

HTTP Status Codes That Tell the Truth

Reading12m
20

Scaffolding the API (Express & Next.js)

Reading16m
21

Connecting an ORM (Prisma) to Your Routes

Reading13m
22

Chapter 4 — Quiz

Quiz8m
23

Building the Create Endpoint End-to-End

Reading15m
24

Reading a Single Resource

Reading11m
25

Listing Collections

Reading13m
26

Live Coding: Create & Read

Video16m
27

Chapter 5 — Quiz

Quiz8m
28

PUT vs PATCH: Full vs Partial Updates

Reading13m
29

Authorization: Who Can Change This Row?

Reading12m
30

Soft Delete, Hard Delete & Restore

Reading14m
31

Idempotency & Concurrency Control

Reading13m
32

Chapter 6 — Quiz

Quiz9m
33

Input Validation with Zod

Reading14m
34

Mass Assignment & Over-Posting

Reading11m
35

SQL Injection & Safe Queries

Reading13m
36

Consistent Error Handling

Reading12m
37

Chapter 7 — Quiz

Quiz9m
38

Offset vs Cursor Pagination

Reading15m
39

Filtering & Dynamic WHERE Clauses

Reading13m
40

Safe Sorting & Full-Text Search

Reading14m

Indexing for Fast Reads

Reading13m
42

Chapter 8 — Quiz

Quiz9m
43

Forms & Creating Records from the UI

Reading14m
44

Fetching & Displaying Data

Reading13m
45

Optimistic Updates & Deletes

Reading14m
46

Building the TaskFlow UI

Video17m
47

Chapter 9 — Quiz

Quiz8m
48

Transactions & Data Integrity

Reading15m
49

Testing Your CRUD Endpoints

Reading14m
50

Caching, N+1 & Performance

Reading13m
51

Deploying & Migrating Safely

Reading14m
52

Chapter 10 — Final Quiz

Quiz10m
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Chapter 8 of 10·Chapter 8 — Pagination, Filtering, Sorting & Search
Lesson 41 of 52Reading13 min

Indexing for Fast Reads

Indexing for Fast Reads¶

Reads dominate most apps. An index is what makes filtering, sorting, and joining fast — without one, the database scans every row.

What an Index Is¶

Like the index at the back of a book: instead of reading every page to find "CRUD", you jump straight to it. A database index is a sorted structure (usually a B-tree) that lets the engine seek instead of scan.

sql
1 line
1CREATE INDEX tasks_owner_id_idx ON tasks (owner_id);

Index What You Filter, Sort, and Join On¶

  • Foreign keys — owner_id (you filter and join on it constantly).
  • Columns in WHERE — status, due_date.
  • Columns in ORDER BY — especially for cursor pagination.
prisma
6 lines
1model Task {
2  // ...
3  @@index([ownerId])
4  @@index([ownerId, status])      // composite, for "my TODO tasks"
5  @@index([createdAt, id])        // supports keyset pagination order
6}

Composite Index Column Order Matters¶

An index on (ownerId, status) speeds up filters on ownerId alone, or ownerId AND status — but not status alone. Put the most selective / always-present column first (the "leftmost prefix" rule).

Unique Indexes Enforce Rules¶

prisma
1 line
1email String @unique   // also a fast lookup index

A unique index both prevents duplicates and accelerates lookups — two wins.

The Cost of Indexes¶

Indexes aren't free: every INSERT/UPDATE/DELETE must also update them, and they consume storage. Don't index every column — index the ones your real queries use.

Measure with EXPLAIN¶

sql
1 line
1EXPLAIN ANALYZE SELECT * FROM tasks WHERE owner_id = 7 AND status = 'TODO';

Look for Index Scan (good) vs Seq Scan (the whole table — bad on large data). EXPLAIN turns "it feels slow" into evidence about why.

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Safe Sorting & Full-Text Search

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Chapter 8 — Quiz

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