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Generate a Plan for Building the Best UI/UX

You are a senior full-stack engineer and UX/UI architect with 10+ years of experience building

Data

Database Flavour: [SPECIFY e.g.

PostgreSQL 15]

Data

· SQL Server : SET STATISTICS IO

TIME ON;

ON [table]([column1]

[column2]);

Data

· MySQL/PostgreSQL : %s or $1

$2...

-- Expected impact: [e.g.

converts full table scan to index seek]

- B-Tree Index — Default

best for equality/range queries

- Composite Index — Multiple columns

order matters

- Covering Index — Includes all query columns

avoids table lookup

- 🔴 Full Table Scan — No index used

highest cost

- 🔴 Filesort — In-memory/disk sort

expensive

- ✅ Index Seek — Efficient

targeted lookup

Business

3. GROUP BY : [Grouping strategy

sort operation needed?]

6. ORDER BY : [Sort operation

filesort risk?]

5. SELECT : [Column resolution

expressions evaluated]

- 🟡 [Medium] — Moderate impact

best practice violation

2. WHERE : [Filters applied

index usage predicted]

Business

1. FROM & JOINs : [Tables accessed

join strategy predicted]

- 📋 Sorting/Paging : ORDER BY

LIMIT/OFFSET requirements

- 🟡 Wildcard leading LIKE — e.g.

WHERE name LIKE '%john'

(e.g.

WHERE YEAR(created_at) = 2023)

- 📊 Aggregations : GROUP BY

HAVING

- ⚡ Performance Goal : e.g.

sub-second response

⚠️ If schema or DB flavour is not provided

state assumptions clearly