mahsoodebrahim commented on code in PR #18696:
URL: https://github.com/apache/hudi/pull/18696#discussion_r3262906950


##########
hudi-spark-datasource/hudi-spark/src/main/scala/org/apache/spark/sql/hudi/command/procedures/RestoreToInstantProcedure.scala:
##########
@@ -0,0 +1,303 @@
+/*
+ * 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.hudi.command.procedures
+
+import org.apache.hudi.HoodieCLIUtils
+import org.apache.hudi.avro.model.HoodieRestoreMetadata
+import org.apache.hudi.client.SparkRDDWriteClient
+import org.apache.hudi.common.config.HoodieMetadataConfig
+import org.apache.hudi.common.fs.ConsistencyGuardConfig
+import org.apache.hudi.common.table.HoodieTableMetaClient
+import org.apache.hudi.common.table.timeline.HoodieInstant
+import org.apache.hudi.config.HoodieWriteConfig
+import org.apache.hudi.exception.HoodieException
+import org.apache.hudi.hadoop.fs.HadoopFSUtils
+import org.apache.hudi.storage.StoragePath
+
+import org.apache.hadoop.fs.Path
+import org.apache.spark.internal.Logging
+import org.apache.spark.sql.Row
+import org.apache.spark.sql.hudi.command.procedures.RestoreToInstantProcedure._
+import org.apache.spark.sql.types.{DataTypes, Metadata, StructField, 
StructType}
+
+import java.util.function.Supplier
+
+import scala.collection.JavaConverters._
+
+/**
+ * Stored procedure to perform a full point-in-time table restore to a given 
instant.
+ *
+ * Unlike [[RollbackToSavepointProcedure]] (which requires a savepoint at the 
target instant),
+ * this procedure calls restoreToInstant() directly and works on any arbitrary 
instant on the
+ * active timeline.
+ *
+ * Parameters:
+ *   - table / path: identifies the Hudi table (one must be provided)
+ *   - instant_time: target commit to restore to (required when 
audit_only=false; must be omitted
+ *                   when audit_only=true)
+ *   - restore_instant_time: the restore operation's own timeline timestamp 
(the start_restore_time
+ *                   value returned by a prior restore_to_instant call). 
Required when
+ *                   audit_only=true; must be omitted otherwise.
+ *   - enable_metadata: whether the metadata table is enabled (default: true)
+ *   - rollback_parallelism: Spark parallelism for rollback and audit 
operations (default: 4)
+ *   - enable_consistency_guard: enable consistency guard for file existence 
checks (default: false)
+ *   - audit_post_restore: after restoring, verify that all rolled-back files 
are absent (default: false)
+ *   - audit_only: skip the restore and only audit a previously completed 
restore instant (default: false)
+ *
+ * Output columns:
+ *   - restore_result: true if restore succeeded; null if audit_only=true
+ *   - start_restore_time: the restore operation's own timeline timestamp; 
null if audit_only=true.
+ *                         Save this value to use as restore_instant_time for 
a subsequent audit_only call.
+ *   - time_taken_in_millis: restore duration; null if audit_only=true
+ *   - instants_rolled_back: number of commits rolled back; null if 
audit_only=true
+ *   - audit_result: one of "PASSED" / "FAILED" / "INCONCLUSIVE" when an audit 
ran; null otherwise.
+ *                   INCONCLUSIVE means at least one file existence check 
threw an IOException
+ *                   (e.g. transient cloud-storage timeout) — re-run 
audit_only=true to retry.
+ */
+class RestoreToInstantProcedure extends BaseProcedure with ProcedureBuilder 
with Logging {
+
+  private val PARAMETERS = Array[ProcedureParameter](
+    ProcedureParameter.optional(0, "table", DataTypes.StringType),
+    ProcedureParameter.optional(1, "instant_time", DataTypes.StringType),
+    ProcedureParameter.optional(2, "enable_metadata", DataTypes.BooleanType, 
true),
+    ProcedureParameter.optional(3, "rollback_parallelism", 
DataTypes.IntegerType, 4),
+    ProcedureParameter.optional(4, "enable_consistency_guard", 
DataTypes.BooleanType, false),
+    ProcedureParameter.optional(5, "audit_post_restore", 
DataTypes.BooleanType, false),
+    ProcedureParameter.optional(6, "audit_only", DataTypes.BooleanType, false),
+    ProcedureParameter.optional(7, "path", DataTypes.StringType),
+    ProcedureParameter.optional(8, "restore_instant_time", 
DataTypes.StringType)
+  )
+
+  private val OUTPUT_TYPE = new StructType(Array[StructField](
+    StructField("restore_result", DataTypes.BooleanType, nullable = true, 
Metadata.empty),
+    StructField("start_restore_time", DataTypes.StringType, nullable = true, 
Metadata.empty),
+    StructField("time_taken_in_millis", DataTypes.LongType, nullable = true, 
Metadata.empty),
+    StructField("instants_rolled_back", DataTypes.LongType, nullable = true, 
Metadata.empty),
+    StructField("audit_result", DataTypes.StringType, nullable = true, 
Metadata.empty)
+  ))
+
+  def parameters: Array[ProcedureParameter] = PARAMETERS
+
+  def outputType: StructType = OUTPUT_TYPE
+
+  override def call(args: ProcedureArgs): Seq[Row] = {
+    super.checkArgs(PARAMETERS, args)
+
+    val tableName = getArgValueOrDefault(args, PARAMETERS(0))
+    val instantTime = getArgValueOrDefault(args, PARAMETERS(1))
+    val enableMetadata = getArgValueOrDefault(args, 
PARAMETERS(2)).get.asInstanceOf[Boolean]
+    val rollbackParallelism = getArgValueOrDefault(args, 
PARAMETERS(3)).get.asInstanceOf[Int]
+    val enableConsistencyGuard = getArgValueOrDefault(args, 
PARAMETERS(4)).get.asInstanceOf[Boolean]
+    val shouldAuditPostRestore = getArgValueOrDefault(args, 
PARAMETERS(5)).get.asInstanceOf[Boolean]
+    val auditOnly = getArgValueOrDefault(args, 
PARAMETERS(6)).get.asInstanceOf[Boolean]
+    val tablePath = getArgValueOrDefault(args, PARAMETERS(7))
+    val restoreInstantTime = getArgValueOrDefault(args, PARAMETERS(8))
+
+    // Cross-validation: each of (instant_time, restore_instant_time) has one 
unambiguous meaning.
+    if (!auditOnly && instantTime.isEmpty) {
+      throw new HoodieException("instant_time is required when 
audit_only=false.")
+    }
+    if (auditOnly && restoreInstantTime.isEmpty) {
+      throw new HoodieException(
+        "restore_instant_time is required when audit_only=true. " +
+          "Pass the start_restore_time value from a prior restore_to_instant 
call.")
+    }
+    if (!auditOnly && restoreInstantTime.isDefined) {
+      throw new HoodieException("restore_instant_time may only be specified 
when audit_only=true.")
+    }
+    if (auditOnly && instantTime.isDefined) {
+      throw new HoodieException(
+        "instant_time may only be specified when audit_only=false. " +
+          "Use restore_instant_time to identify a previously executed 
restore.")
+    }
+    if (auditOnly && shouldAuditPostRestore) {
+      logWarning("Both audit_only and audit_post_restore are set. Only 
audit_only will be honored.")
+    }
+
+    val basePath = getBasePath(tableName, tablePath)
+
+    val confs = Map(
+      HoodieMetadataConfig.ENABLE.key() -> enableMetadata.toString,
+      HoodieWriteConfig.ROLLBACK_PARALLELISM_VALUE.key() -> 
rollbackParallelism.toString,
+      HoodieWriteConfig.ROLLBACK_USING_MARKERS_ENABLE.key() -> "false"
+    ) ++ (if (enableConsistencyGuard) Map(ConsistencyGuardConfig.ENABLE.key() 
-> "true") else Map.empty)
+
+    val metaClient = createMetaClient(jsc, basePath)
+
+    // Nullable boxed types so Row can hold null for audit_only runs
+    var restoreResult: java.lang.Boolean = null
+    var startRestoreTime: String = null
+    var timeTakenInMillis: java.lang.Long = null
+    var instantsRolledBack: java.lang.Long = null
+
+    if (!auditOnly) {
+      val targetInstant = instantTime.get.asInstanceOf[String]
+      var client: SparkRDDWriteClient[_] = null
+      try {
+        client = HoodieCLIUtils.createHoodieWriteClient(sparkSession, 
basePath, confs,
+          tableName.asInstanceOf[Option[String]])
+        // restoreToInstant either returns non-null HoodieRestoreMetadata or 
throws HoodieRestoreException.
+        // Restoring to a target before the MDT's penultimate / oldest 
compaction (or before the MDT
+        // timeline start) would otherwise leave the MDT inconsistent during 
finishRestore;
+        // BaseHoodieWriteClient.restoreToInstant invokes the centralized 
helper to pre-emptively
+        // delete the MDT in those cases.
+        val restoreMetadata = client.restoreToInstant(targetInstant, 
enableMetadata)

Review Comment:
   The post-restore audit now finds the restore instant by looking up 
startRestoreTime (captured directly from restoreMetadata.getStartRestoreTime()) 
in the timeline, matching the audit_only branch pattern. lastInstant() is no 
longer used.



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