def simpleTestDagFunctionalSugar():
outArt1 = lift(jobs.getOne, name = 'oneJob1')()
outArt2 = distribute.ThunkArtifact(jobs.getOne)
outArtA = lift(jobs.add, name = 'addJobA')(outArt1, outArt2)
outArtB = lift(jobs.add, name = 'addJobB')(outArt2, outArtA)
outArtC = lift(jobs.add, name = 'addJobC')(outArtA, outArtB)
outArtD = lift(jobs.add, name = 'addJobD')(outArt1, outArtB)
return [(outArtC, 5), (outArtD, 4)], 5, 2
def estimateJobSet(
distPrevArt,
accArts,
createAccArt=liftLocal(d.getDefaultCreateAcc)(),
estimateArt=liftLocal(d.getDefaultEstimate)(),
afterAccArt=lit(None),
verbosityArt=lit(0),
):
return lift(estimate)(distPrevArt, createAccArt, estimateArt, afterAccArt,
verbosityArt, *accArts)
def accumulateJobSet(
distPrevArt,
corpusArt,
uttIdChunkArts,
createAccArt = liftLocal(d.getDefaultCreateAcc)(),
):
accArts = [ lift(accumulate)(distPrevArt, corpusArt, uttIdChunkArt,
createAccArt)
for uttIdChunkArt in uttIdChunkArts ]
return accArts
def accumulateJobSet(
distPrevArt,
corpusArt,
uttIdChunkArts,
createAccArt=liftLocal(d.getDefaultCreateAcc)(),
):
accArts = [
lift(accumulate)(distPrevArt, corpusArt, uttIdChunkArt, createAccArt)
for uttIdChunkArt in uttIdChunkArts
]
return accArts
def estimateWithTotAuxJobSet(
distPrevArt,
accArts,
createAccArt=liftLocal(d.getDefaultCreateAcc)(),
estimateTotAuxArt=liftLocal(d.getDefaultEstimateTotAux)(),
afterAccArt=lit(None),
monotoneAuxArt=lit(True),
verbosityArt=lit(0),
):
return lift(estimateWithTotAux)(distPrevArt, createAccArt,
estimateTotAuxArt, afterAccArt,
monotoneAuxArt, verbosityArt, *accArts)
def estimateJobSet(
distPrevArt,
accArts,
createAccArt = liftLocal(d.getDefaultCreateAcc)(),
estimateArt = liftLocal(d.getDefaultEstimate)(),
afterAccArt = lit(None),
verbosityArt = lit(0),
):
return lift(estimate)(
distPrevArt, createAccArt, estimateArt, afterAccArt, verbosityArt,
*accArts
)
def estimateWithTotAuxJobSet(
distPrevArt,
accArts,
createAccArt = liftLocal(d.getDefaultCreateAcc)(),
estimateTotAuxArt = liftLocal(d.getDefaultEstimateTotAux)(),
afterAccArt = lit(None),
monotoneAuxArt = lit(True),
verbosityArt = lit(0),
):
return lift(estimateWithTotAux)(
distPrevArt, createAccArt, estimateTotAuxArt, afterAccArt,
monotoneAuxArt, verbosityArt, *accArts
)
def liftExampleDag():
oneArt = lift(jobs.getOne)()
twoArt = lift(jobs.add)(oneArt, y = oneArt)
return [(twoArt, 2), (oneArt, 1)], 2, 2