org.apache.sysds.hops.ipa

Class IPAPassRemoveUnnecessaryCheckpoints

java.lang.Object

org.apache.sysds.hops.ipa.IPAPass

org.apache.sysds.hops.ipa.IPAPassRemoveUnnecessaryCheckpoints

public class IPAPassRemoveUnnecessaryCheckpoints
extends IPAPass

This rewrite identifies and removes unnecessary checkpoints, i.e., persisting of Spark RDDs into a given storage level. For example, in chains such as pread-checkpoint-append-checkpoint, the first checkpoint is not used and creates unnecessary memory pressure.

Constructor Summary

Constructors

Constructor and Description
IPAPassRemoveUnnecessaryCheckpoints()

Method Summary

Modifier and Type	Method and Description
boolean	isApplicable(FunctionCallGraph fgraph) Indicates if an IPA pass is applicable for the current configuration such as global flags or the chosen execution mode (e.g., HYBRID).
boolean	rewriteProgram(DMLProgram prog, FunctionCallGraph fgraph, FunctionCallSizeInfo fcallSizes) Rewrites the given program or its functions in place, with access to the read-only function call graph.
static void	rRemoveCheckpointReadWrite(Hop hop)

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

IPAPassRemoveUnnecessaryCheckpoints

public IPAPassRemoveUnnecessaryCheckpoints()

Method Detail

isApplicable

public boolean isApplicable(FunctionCallGraph fgraph)

Description copied from class: IPAPass

Indicates if an IPA pass is applicable for the current configuration such as global flags or the chosen execution mode (e.g., HYBRID).

Specified by:

isApplicable in class IPAPass

Parameters:

fgraph - function call graph

Returns:

true if applicable.

rewriteProgram

public boolean rewriteProgram(DMLProgram prog,
                              FunctionCallGraph fgraph,
                              FunctionCallSizeInfo fcallSizes)

Description copied from class: IPAPass

Rewrites the given program or its functions in place, with access to the read-only function call graph.

Specified by:

rewriteProgram in class IPAPass

Parameters:

prog - dml program

fgraph - function call graph

fcallSizes - function call size infos

Returns:

true if function call graph should be rebuild

rRemoveCheckpointReadWrite

public static void rRemoveCheckpointReadWrite(Hop hop)