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API / Apache Velocity Interview questions

What is the difference between #set($x = $y) and context.put("x", y) in Java code?

Both make $x resolvable inside the template, but they act at different layers and different times.

Aspect#set inside .vmcontext.put() in Java
Where it runsDuring template rendering, inside VTLBefore rendering starts, from application code
Typical useShort-lived, template-local values and derived expressionsSupplying the original data model to the template
Visibility to JavaNot visible to Java code after renderingFully controlled and testable in Java
ScopeCan be block-scoped inside #foreach/#macroAvailable for the whole render unless overwritten

// Java: supplies the source data
context.put("price", 19.99);
context.put("qty", 3);

## VTL: derives a local value from it
#set($total = $price * $qty)

Using #set for something that should really come from Java, like a computed business value, is exactly the pattern the "keep logic out of templates" guidance warns against.

Which statement correctly distinguishes #set from context.put()?
Why is heavy use of #set for computed business values discouraged?

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