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CustomCC0-1.0#cpq015-6211520

Dynamic Array Rotation Queries

Thinking Mode

Summary

  • •Phase 2 / prefix-sum, simulation
  • •Reasoning-first competitive programming drill

Problem Description

Given an array A of N integers, process Q queries: 1 x: Rotate the array right by x positions. 2 l r: Output the sum of elements from indices l to r in the current array. How to read this problem in plain language: - This is a Phase 2 reasoning drill focused on prefix-sum, simulation. - Typical lenses to test first: prefix-sum, simulation, rotation. - Constraints reminder: 1 <= N, Q <= 1e5; ∣Ai​∣ <= 1e9; 1 <= x<N; 1 <= l <= r <= N Mini examples for mental simulation: 1) Boundary example: Describe why this case is tricky. Explain expected behavior and why naive logic may fail. 2) Adversarial example: Adversarial case where naive greedy/local decision looks correct but fails globally. Lite-mode writing target: - Write 1~2 observations that shrink the search space. - Name one final algorithm and state target complexity explicitly. - Validate with at least 2 edge cases and one hand simulation.

Constraints

  • •
    1 <= N, Q <= 1e5; ∣Ai​∣ <= 1e9; 1 <= x<N; 1 <= l <= r <= N

Analysis

Key Insight

Use this hint to refine your reasoning. This step should reduce search space or formalize correctness. State why this insight changes your algorithm choice.

prefix-sumsimulationrotation
prefix-sumsimulationrotation