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Divisor Sum Path in DAG

Thinking Mode

Summary

  • •Phase 5 / DAG, DP, modular arithmetic
  • •Reasoning-first competitive programming drill

Problem Description

Given a directed acyclic graph (DAG) with n nodes and m edges, each node has a value. A path is valid if the sum of its node values is divisible by a fixed integer d. Count the number of distinct valid paths from node 1 to node n. How to read this problem in plain language: - This is a Phase 5 reasoning drill focused on DAG, DP, modular arithmetic. - Typical lenses to test first: DAG, DP, modulo. - Constraints reminder: 2 <= n <= 2*10^5, 1 <= m <= 3*10^5, 1 <= vi <= 10^9, 1 <= d <= 1000 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

  • •
    2 <= n <= 2*10^5, 1 <= m <= 3*10^5, 1 <= vi <= 10^9, 1 <= d <= 1000

Analysis

Key Insight

The goal is to force explicit intermediate reasoning before revealing more.

DAGDPmodulo
DAGDPmodulo