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MetastorePersistence.scala
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MetastorePersistence.scala
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/*
* Copyright 2022 ABSA Group Limited
*
* Licensed 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 za.co.absa.pramen.core.metastore.peristence
import com.typesafe.config.Config
import org.apache.spark.sql.{DataFrame, SaveMode, SparkSession}
import za.co.absa.pramen.api.DataFormat
import za.co.absa.pramen.core.metastore.MetaTableStats
import za.co.absa.pramen.core.metastore.model.{HiveConfig, MetaTable}
import za.co.absa.pramen.core.utils.hive.QueryExecutor
import java.time.LocalDate
trait MetastorePersistence {
def loadTable(infoDateFrom: Option[LocalDate], infoDateTo: Option[LocalDate]): DataFrame
def saveTable(infoDate: LocalDate, df: DataFrame, numberOfRecordsEstimate: Option[Long]): MetaTableStats
def getStats(infoDate: LocalDate, onlyForCurrentBatchId: Boolean): MetaTableStats
def createOrUpdateHiveTable(infoDate: LocalDate,
hiveTableName: String,
queryExecutor: QueryExecutor,
hiveConfig: HiveConfig): Unit
def repairHiveTable(hiveTableName: String,
queryExecutor: QueryExecutor,
hiveConfig: HiveConfig): Unit
}
object MetastorePersistence {
def fromMetaTable(metaTable: MetaTable, conf: Config, batchId: Long, saveModeOverride: Option[SaveMode] = None)(implicit spark: SparkSession): MetastorePersistence = {
val saveModeOpt = saveModeOverride.orElse(metaTable.saveModeOpt)
metaTable.format match {
case DataFormat.Parquet(path, recordsPerPartition) =>
new MetastorePersistenceParquet(
path, metaTable.infoDateColumn, metaTable.infoDateFormat, metaTable.batchIdColumn, batchId, recordsPerPartition, saveModeOpt, metaTable.readOptions, metaTable.writeOptions
)
case DataFormat.Delta(query, recordsPerPartition) =>
new MetastorePersistenceDelta(
query, metaTable.infoDateColumn, metaTable.infoDateFormat, metaTable.batchIdColumn, batchId, metaTable.partitionByInfoDate, recordsPerPartition, saveModeOpt, metaTable.readOptions, metaTable.writeOptions
)
case DataFormat.Raw(path) =>
new MetastorePersistenceRaw(path, metaTable.infoDateColumn, metaTable.infoDateFormat, saveModeOpt)
case DataFormat.TransientEager(cachePolicy) =>
new MetastorePersistenceTransientEager(TransientTableManager.getTempDirectory(cachePolicy, conf), metaTable.name, cachePolicy)
case DataFormat.Transient(cachePolicy) =>
new MetastorePersistenceTransient(TransientTableManager.getTempDirectory(cachePolicy, conf), metaTable.name, cachePolicy)
case DataFormat.Null() =>
throw new UnsupportedOperationException(s"The metatable '${metaTable.name}' does not support writes.")
}
}
}