Xiao-zhen-Liu commented on code in PR #3550:
URL: https://github.com/apache/texera/pull/3550#discussion_r2286876347
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core/amber/src/main/scala/edu/uci/ics/amber/engine/architecture/scheduling/CostEstimator.scala:
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@@ -73,14 +85,21 @@ class DefaultCostEstimator(
case Some(_) =>
}
- override def estimate(region: Region, resourceUnits: Int): Double = {
- this.operatorEstimatedTimeOption match {
+ override def allocateResourcesAndEstimateCost(
+ region: Region,
+ resourceUnits: Int
+ ): (Region, Double) = {
+ // Currently the dummy cost from resourceAllocator is discarded.
+ val (newRegion, _) = resourceAllocator.allocate(region)
+ // We use a cost model that does not rely on the resource allocation.
+ // TODO: Once the ResourceAllocator actually calculates a cost, we can use
its calculated cost.
Review Comment:
Currently CostEstimator is indeed calculating the cost of a schedule instead
of just the region plan (under the current assumption about how we generate the
schedule). In the future if the ResourceAllocator handles the actual cost
estimation, the current cost estimation logic of the cost estimator will no
longer be needed. This PR is moving one step closer to that goal by merging the
two together.
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