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Posted to issues@spark.apache.org by "Yuming Wang (Jira)" <ji...@apache.org> on 2022/10/08 02:19:00 UTC

[jira] [Created] (SPARK-40708) Auto update table statistics based on write metrics

Yuming Wang created SPARK-40708:
-----------------------------------

             Summary: Auto update table statistics based on write metrics
                 Key: SPARK-40708
                 URL: https://issues.apache.org/jira/browse/SPARK-40708
             Project: Spark
          Issue Type: Improvement
          Components: SQL
    Affects Versions: 3.4.0
            Reporter: Yuming Wang


{code:scala}
  // Get write statistics
  def getWriteStats(mode: SaveMode, metrics: Map[String, SQLMetric]): Option[WriteStats] = {
    val numBytes = metrics.get(NUM_OUTPUT_BYTES_KEY).map(_.value).map(BigInt(_))
    val numRows = metrics.get(NUM_OUTPUT_ROWS_KEY).map(_.value).map(BigInt(_))
    numBytes.map(WriteStats(mode, _, numRows))
  }

// Update table statistics
      val stat = wroteStats.get
      stat.mode match {
        case SaveMode.Overwrite | SaveMode.ErrorIfExists =>
          catalog.alterTableStats(table.identifier,
            Some(CatalogStatistics(stat.numBytes, stat.numRows)))
        case _ if table.stats.nonEmpty => // SaveMode.Append
          catalog.alterTableStats(table.identifier, None)
        case _ => // SaveMode.Ignore Do nothing
{code}



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