kazuyukitanimura commented on a change in pull request #34611:
URL: https://github.com/apache/spark/pull/34611#discussion_r752888891



##########
File path: 
sql/core/src/main/java/org/apache/spark/sql/execution/datasources/parquet/VectorizedPlainValuesReader.java
##########
@@ -53,19 +53,46 @@ public void skip() {
     throw new UnsupportedOperationException();
   }
 
+  private void updateCurrentByte() {
+    try {
+      currentByte = (byte) in.read();
+    } catch (IOException e) {
+      throw new ParquetDecodingException("Failed to read a byte", e);
+    }
+  }
+
   @Override
   public final void readBooleans(int total, WritableColumnVector c, int rowId) 
{
-    // TODO: properly vectorize this
-    for (int i = 0; i < total; i++) {
-      c.putBoolean(rowId + i, readBoolean());
+    int i = 0;
+    if (bitOffset > 0) {
+      i = Math.min(8 - bitOffset, total);
+      c.putBooleans(rowId, i, currentByte, bitOffset);
+      bitOffset = (bitOffset + i) & 7;
+    }
+    for (; i + 7 < total; i += 8) {
+      updateCurrentByte();
+      c.putBooleans(rowId + i, currentByte);
+    }
+    if (i < total) {
+      updateCurrentByte();
+      bitOffset = total - i;
+      c.putBooleans(rowId + i, bitOffset, currentByte, 0);
     }
   }
 
   @Override
   public final void skipBooleans(int total) {
-    // TODO: properly vectorize this
-    for (int i = 0; i < total; i++) {
-      readBoolean();
+    int skipBytes = (bitOffset + total - 8) / 8;
+    bitOffset = (bitOffset + total) & 7;
+    if (skipBytes >= 0) {

Review comment:
       Added more tests




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