danielcweeks commented on code in PR #7688:
URL: https://github.com/apache/iceberg/pull/7688#discussion_r1206097886
##########
core/src/main/java/org/apache/iceberg/BaseScan.java:
##########
@@ -256,4 +265,95 @@ private static Schema
lazyColumnProjection(TableScanContext context, Schema sche
public ThisT metricsReporter(MetricsReporter reporter) {
return newRefinedScan(table(), schema(), context().reportWith(reporter));
}
+
+ private Optional<Long> adaptiveSplitSize(long tableSplitSize) {
+ if (!PropertyUtil.propertyAsBoolean(
+ table.properties(),
+ TableProperties.ADAPTIVE_SPLIT_PLANNING,
+ TableProperties.ADAPTIVE_SPLIT_PLANNING_DEFAULT)) {
+ return Optional.empty();
+ }
+
+ int minParallelism =
+ PropertyUtil.propertyAsInt(
+ table.properties(),
+ TableProperties.SPLIT_MIN_PARALLELISM,
+ TableProperties.SPLIT_MIN_PARALLELISM_DEFAULT);
+
+ Preconditions.checkArgument(minParallelism > 0, "Minimum parallelism must
be a positive value");
+
+ Snapshot snapshot =
+ Stream.of(context.snapshotId(), context.toSnapshotId())
+ .filter(Objects::nonNull)
+ .map(table::snapshot)
+ .findFirst()
+ .orElseGet(table::currentSnapshot);
+
+ if (snapshot == null || snapshot.summary() == null) {
+ return Optional.empty();
+ }
+
+ Map<String, String> summary = snapshot.summary();
+ long totalFiles =
+ PropertyUtil.propertyAsLong(summary,
SnapshotSummary.TOTAL_DATA_FILES_PROP, 0);
+ long totalSize = PropertyUtil.propertyAsLong(summary,
SnapshotSummary.TOTAL_FILE_SIZE_PROP, 0);
+
+ if (totalFiles <= 0 || totalSize <= 0) {
+ return Optional.empty();
+ }
+
+ if (totalFiles > minParallelism && totalSize >= tableSplitSize *
minParallelism) {
Review Comment:
That might work and I think we can always enhance once more stats are
available. There's a lot of complexity that gets introduced in terms of
filters, projection, partitions, etc. But I think there's a log of opportunity
to improve there as well. For example we also have column types and record
counts which could lead to even smaller split sizes knowing that little of the
data will be read per task.
However, it might also be more beneficial to look at enhancing bin packing
because it has more insight into when/how these splits get combined.
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: [email protected]
For queries about this service, please contact Infrastructure at:
[email protected]
---------------------------------------------------------------------
To unsubscribe, e-mail: [email protected]
For additional commands, e-mail: [email protected]
