singhpk234 commented on code in PR #10288:
URL: https://github.com/apache/iceberg/pull/10288#discussion_r1645018212


##########
spark/v3.5/spark/src/main/java/org/apache/iceberg/spark/actions/AnalyzeTableSparkAction.java:
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@@ -0,0 +1,150 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.iceberg.spark.actions;
+
+import java.io.IOException;
+import java.util.List;
+import java.util.Set;
+import java.util.stream.Collectors;
+import org.apache.iceberg.StatisticsFile;
+import org.apache.iceberg.Table;
+import org.apache.iceberg.actions.AnalyzeTable;
+import org.apache.iceberg.actions.ImmutableAnalyzeTable;
+import org.apache.iceberg.exceptions.ValidationException;
+import org.apache.iceberg.puffin.StandardBlobTypes;
+import org.apache.iceberg.relocated.com.google.common.collect.Lists;
+import org.apache.iceberg.relocated.com.google.common.collect.Sets;
+import org.apache.iceberg.spark.JobGroupInfo;
+import org.apache.iceberg.types.Type;
+import org.apache.iceberg.types.Types;
+import org.apache.spark.sql.SparkSession;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/** Computes the statistic of the given columns and stores it as Puffin files. 
*/

Review Comment:
   > i thinking that the wording for properties could be changed from "may" to 
"should"
   
   +1, even though the spec called this out as `not` in required prop, would be 
nice if we can make this `required` 
   - I do know some more internal readers (we got inspired by trino, also at 
that time trino was the only known writer for these files) that take dependency 
on the property as parsing the datasketch per query would be expensive or would 
have to maintain it at a cache for it per execution.
   - It would not be too much of a work for writers to calculate this in this 
first place.



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