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Please check if the PR fulfills these requirements
Does this PR already have an issue describing the problem ?
No
What kind of change does this PR introduce?
Bug fix (even though the order of branches to remove should not have any impact)
What is the current behavior? (You can also link to an open issue here)
The branches to open set has no determinist order, hence the edges to cut for connectivity computation is in a random order
What is the new behavior (if this is a feature change)?
The branches to open set has a determinist order
Does this PR introduce a breaking change or deprecate an API?
No