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Classic problem #1971EasyDepth-First SearchBreadth-First SearchUnion-FindGraph Theory

Find if Path Exists in Graph

Real-world version: Coolant Reaches the Outlet
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The statement here is our own: the same inputs, outputs and technique.

A chilled-water plant is laid out as junctions junctions, labelled 0 through junctions - 1. The plumbing is given as pipes, where pipes[i] = [a, b] is one pipe that carries coolant in either direction between junction a and junction b.

A maintenance engineer wants to know whether coolant leaving the junction intake can arrive at the junction outlet by running through a sequence of pipes, using each junction at most once along the way.

Return true if such a run of pipes exists and false otherwise. intake and outlet may refer to the same junction, in which case no pipe has to be used at all.

No pipe joins a junction to itself, and no unordered pair of junctions is listed twice, though a pair may be written in either order.

Examples

Example 1

Input
junctions = 4, pipes = [[0, 2], [2, 3]], intake = 0, outlet = 3
Output
true

Coolant can take the pipe from 0 to 2 and then the pipe from 2 to 3, arriving at the outlet.

Example 2

Input
junctions = 5, pipes = [[0, 1], [1, 2], [3, 4]], intake = 2, outlet = 4
Output
false

Every pipe out of 2 leads to 1 or 0, and no pipe is listed from 0, 1 or 2 to either 3 or 4, so the outlet is never reached.

Example 3

Input
junctions = 4, pipes = [[1, 0], [2, 1], [3, 2]], intake = 0, outlet = 3
Output
true

The pipes [1, 0], [2, 1] and [3, 2] carry coolant in either direction, so the run 0, 1, 2, 3 is available.

Constraints

  • 1 <= junctions <= 2 * 10^5
  • 0 <= pipes.length <= 2 * 10^5
  • pipes[i].length == 2
  • 0 <= a, b <= junctions - 1
  • a != b
  • 0 <= intake, outlet <= junctions - 1
  • No unordered pair of junctions appears in pipes more than once

The signature

The editor starts with this. It matches the parent problem's shape, so a solution that works here works on a standard judge unchanged.

Python
def coolant_reaches(junctions: int, pipes: list[list[int]], intake: int, outlet: int) -> bool:
Java
public boolean coolantReaches(int junctions, int[][] pipes, int intake, int outlet)