[core] Introduce 'compaction.small-file-ratio'

docs/layouts/shortcodes/generated/core_configuration.html

@@ -380,6 +380,12 @@
             <td>Integer</td>
             <td>Percentage flexibility while comparing sorted run size for changelog mode table. If the candidate sorted run(s) size is 1% smaller than the next sorted run's size, then include next sorted run into this candidate set.</td>
         </tr>
+        <tr>
+            <td><h5>compaction.small-file-ratio</h5></td>
+            <td style="word-wrap: break-word;">0.7</td>
+            <td>Double</td>
+            <td>The ratio of target file size. Files whose size is smaller than target-file-size * compaction.small-file-ratio will be picked for compaction rewriting. This avoids compacting the same file repeatedly due to compression inaccuracy causing output files to be slightly smaller than the target size.</td>
+        </tr>
         <tr>
             <td><h5>compaction.total-size-threshold</h5></td>
             <td style="word-wrap: break-word;">(none)</td>

paimon-api/src/main/java/org/apache/paimon/CoreOptions.java

@@ -722,6 +722,17 @@ public InlineElement getDescription() {
                                             text("append table: the default value is 256 MB."))
                                     .build());
 
+    public static final ConfigOption<Double> COMPACTION_SMALL_FILE_RATIO =
+            key("compaction.small-file-ratio")
+                    .doubleType()
+                    .defaultValue(0.7)
+                    .withDescription(
+                            "The ratio of target file size. Files whose size is smaller than "
+                                    + "target-file-size * compaction.small-file-ratio will be "
+                                    + "picked for compaction rewriting. This avoids compacting the same "
+                                    + "file repeatedly due to compression inaccuracy causing output files "
+                                    + "to be slightly smaller than the target size.");
+
     public static final ConfigOption<MemorySize> BLOB_TARGET_FILE_SIZE =
             key("blob.target-file-size")
                     .memoryType()
@@ -2962,7 +2973,7 @@ public long compactionFileSize(boolean hasPrimaryKey) {
         // file size to join the compaction, we don't process on middle file size to avoid
         // compact a same file twice (the compression is not calculate so accurately. the output
         // file maybe be less than target file generated by rolling file write).
-        return targetFileSize(hasPrimaryKey) / 10 * 7;
+        return (long) (targetFileSize(hasPrimaryKey) * options.get(COMPACTION_SMALL_FILE_RATIO));
     }
 
     public int numSortedRunCompactionTrigger() {