Github user cloud-fan commented on a diff in the pull request:

    https://github.com/apache/spark/pull/10498#discussion_r48921611
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/bucket.scala 
---
    @@ -0,0 +1,83 @@
    +/*
    + * 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.spark.sql.execution.datasources
    +
    +import org.apache.hadoop.mapreduce.{Job, TaskAttemptContext}
    +import org.apache.spark.sql.SQLContext
    +import org.apache.spark.sql.catalyst.expressions.Attribute
    +import org.apache.spark.sql.sources.{OutputWriter, OutputWriterFactory, 
HadoopFsRelationProvider, HadoopFsRelation}
    +import org.apache.spark.sql.types.StructType
    +
    +/**
    + * A container for bucketing information.
    + * Bucketing is a technology for decomposing data sets into more 
manageable parts, and the number
    + * of buckets is fixed so it does not fluctuate with data.
    + *
    + * @param numBuckets number of buckets.
    + * @param bucketColumnNames the names of the columns that used to generate 
the bucket id.
    + * @param sortColumnNames the names of the columns that used to sort data 
in each bucket.
    + */
    +private[sql] case class BucketSpec(
    +    numBuckets: Int,
    +    bucketColumnNames: Seq[String],
    +    sortColumnNames: Seq[String])
    +
    +private[sql] trait BucketedHadoopFsRelationProvider extends 
HadoopFsRelationProvider {
    --- End diff --
    
    should we expose the bucket API to users so that they can implement data 
source supporting bucketing?
    
    cc @rxin @nongli 


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