Graphshard70 minFrontend Engineer

Canvas Evidence Path Finder

Frontend Engineer signal: shortest path + weighted graph in a design canvas context. This is a ProdMatch-owned frontend engineer drill, framed as a May 2026 CleverTap Creation UX simulation, not a copied platform question.

Company context

CleverTap · Creation UX

Freshness

May 2026

Product surface

design canvas

ProdMatch interview simulation based on product-team patterns; not a claim of a real company question.

Question

In design canvas, entities are connected by weighted evidence edges. For each query, find the least-cost evidence path from source to target while avoiding blocked entities.

Input

Weighted graph, blocked set, and q source-target queries.

Output

Minimum cost per query, or -1 if unreachable.

Constraints

1 <= nodes <= 100000
1 <= edges <= 300000
1 <= queries <= 100000
All weights are non-negative.

Concepts

render scheduling
state graphs
virtualization
shortest path
weighted graph
retrieval quality

0-1 cost 2, 1-2 cost 3, query 0->2 -> 5

Approach

Try framing your own approach first. The 30 seconds you think before peeking is where learning happens.

Clean Solution

Reveal the approach first.

How well did you understand?

Your rating tunes when this problem shows up again.

Common Mistakes

Mark visited when enqueueing, not after repeated dequeue.
Do not ignore disconnected components if the product surface can have them.

Next Similar Problems

Timeline Dependency DAG Recoverymedium Timeline Evidence Path Finderhard Autocomplete Dependency DAG Recoveryhard