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[IcebergIO] Cache destination Row keys in AssignDestinationsAndPartitions #39155
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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@@ -84,6 +84,7 @@ static class AssignDoFn extends DoFn<Row, KV<Row, Row>> { | |
| private transient @MonotonicNonNull Map<String, PartitionKey> partitionKeys; | ||
| private transient @MonotonicNonNull Map<String, BeamRowWrapper> wrappers; | ||
| private transient @MonotonicNonNull Map<String, Instant> lastRefreshTimes; | ||
| private transient @MonotonicNonNull Map<String, Row> keyCache; | ||
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| private final DynamicDestinations dynamicDestinations; | ||
| private final IcebergCatalogConfig catalogConfig; | ||
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@@ -98,6 +99,7 @@ public void setup() { | |
| this.wrappers = new HashMap<>(); | ||
| this.partitionKeys = new HashMap<>(); | ||
| this.lastRefreshTimes = new HashMap<>(); | ||
| this.keyCache = new HashMap<>(); | ||
| } | ||
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| @ProcessElement | ||
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@@ -175,8 +177,13 @@ public void processElement( | |
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| String partitionPath = partitionKey.toPath(); | ||
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| Row destAndPartition = | ||
| Row.withSchema(OUTPUT_SCHEMA).addValues(tableIdentifier, partitionPath).build(); | ||
| String cacheKey = tableIdentifier + "|" + partitionPath; | ||
| Row destAndPartition = checkStateNotNull(keyCache).get(cacheKey); | ||
| if (destAndPartition == null) { | ||
| destAndPartition = | ||
| Row.withSchema(OUTPUT_SCHEMA).addValues(tableIdentifier, partitionPath).build(); | ||
| keyCache.put(cacheKey, destAndPartition); | ||
| } | ||
|
Comment on lines
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Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Instead of concatenating Map<String, Map<String, Row>> cache = checkStateNotNull(keyCache);
Map<String, Row> tableCache = cache.get(tableIdentifier);
if (tableCache == null) {
tableCache = new HashMap<>();
cache.put(tableIdentifier, tableCache);
}
Row destAndPartition = tableCache.get(partitionPath);
if (destAndPartition == null) {
destAndPartition =
Row.withSchema(OUTPUT_SCHEMA).addValues(tableIdentifier, partitionPath).build();
tableCache.put(partitionPath, destAndPartition);
} |
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| out.output(KV.of(destAndPartition, data)); | ||
| } | ||
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||
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Using a single flat map with a concatenated string key (
tableIdentifier + "|" + partitionPath) requires allocating a newStringobject for every single input element, even on cache hits. Since this DoFn processes millions of rows, this overhead can be avoided by using a nested map structure:Map<String, Map<String, Row>>.