diff --git a/paimon-flink/paimon-flink-1.18/src/main/java/org/apache/paimon/flink/procedure/CompactProcedure.java b/paimon-flink/paimon-flink-1.18/src/main/java/org/apache/paimon/flink/procedure/CompactProcedure.java
index 63aa6c906b947..1354e9999b82d 100644
--- a/paimon-flink/paimon-flink-1.18/src/main/java/org/apache/paimon/flink/procedure/CompactProcedure.java
+++ b/paimon-flink/paimon-flink-1.18/src/main/java/org/apache/paimon/flink/procedure/CompactProcedure.java
@@ -31,6 +31,9 @@
 import java.util.Collections;
 import java.util.Map;
 
+import static org.apache.paimon.flink.action.ActionFactory.MINOR;
+import static org.apache.paimon.flink.action.CompactActionFactory.checkCompactStrategy;
+
 /**
  * Stay compatible with 1.18 procedure which doesn't support named argument. Usage:
  *
@@ -59,9 +62,9 @@ public String[] call(ProcedureContext procedureContext, String tableId) throws E
         return call(procedureContext, tableId, "");
     }
 
-    public String[] call(ProcedureContext procedureContext, String tableId, String partitions)
+    public String[] call(ProcedureContext procedureContext, String tableId, String compactStrategy)
             throws Exception {
-        return call(procedureContext, tableId, partitions, "", "", "", "");
+        return call(procedureContext, tableId, "", "", compactStrategy, "", "");
     }
 
     public String[] call(
@@ -114,6 +117,7 @@ public String[] call(
                 procedureContext,
                 tableId,
                 partitions,
+                null,
                 orderStrategy,
                 orderByColumns,
                 tableOptions,
@@ -125,6 +129,7 @@ public String[] call(
             ProcedureContext procedureContext,
             String tableId,
             String partitions,
+            String compactStrategy,
             String orderStrategy,
             String orderByColumns,
             String tableOptions,
@@ -152,6 +157,10 @@ public String[] call(
             if (!(StringUtils.isNullOrWhitespaceOnly(partitionIdleTime))) {
                 action.withPartitionIdleTime(TimeUtils.parseDuration(partitionIdleTime));
             }
+
+            if (checkCompactStrategy(compactStrategy)) {
+                action.withFullCompaction(!compactStrategy.trim().equalsIgnoreCase(MINOR));
+            }
             jobName = "Compact Job";
         } else if (!orderStrategy.isEmpty() && !orderByColumns.isEmpty()) {
             Preconditions.checkArgument(
diff --git a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/action/ActionFactory.java b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/action/ActionFactory.java
index 00fb7984a7719..fbf8f12f49eb6 100644
--- a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/action/ActionFactory.java
+++ b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/action/ActionFactory.java
@@ -61,6 +61,7 @@ public interface ActionFactory extends Factory {
     // Supports `full` and `minor`.
     String COMPACT_STRATEGY = "compact_strategy";
     String MINOR = "minor";
+    String FULL = "full";
 
     Optional<Action> create(MultipleParameterToolAdapter params);
 
diff --git a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/action/CompactActionFactory.java b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/action/CompactActionFactory.java
index d7f6a2bf5aa24..bed4ff88a9c48 100644
--- a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/action/CompactActionFactory.java
+++ b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/action/CompactActionFactory.java
@@ -77,7 +77,7 @@ public Optional<Action> create(MultipleParameterToolAdapter params) {
                         TimeUtils.parseDuration(params.get(PARTITION_IDLE_TIME)));
             }
             String compactStrategy = params.get(COMPACT_STRATEGY);
-            if (compactStrategy != null) {
+            if (checkCompactStrategy(compactStrategy)) {
                 action.withFullCompaction(!compactStrategy.trim().equalsIgnoreCase(MINOR));
             }
         }
@@ -92,6 +92,19 @@ public Optional<Action> create(MultipleParameterToolAdapter params) {
         return Optional.of(action);
     }
 
+    public static boolean checkCompactStrategy(String compactStrategy) {
+        if (compactStrategy != null) {
+            Preconditions.checkArgument(
+                    compactStrategy.equalsIgnoreCase(MINOR)
+                            || compactStrategy.equalsIgnoreCase(FULL),
+                    String.format(
+                            "The compact strategy only supports 'full' or 'minor', but '%s' is configured.",
+                            compactStrategy));
+            return true;
+        }
+        return false;
+    }
+
     @Override
     public void printHelp() {
         System.out.println(
diff --git a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/action/CompactDatabaseActionFactory.java b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/action/CompactDatabaseActionFactory.java
index 0b44cd54e995d..01fc6123701ec 100644
--- a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/action/CompactDatabaseActionFactory.java
+++ b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/action/CompactDatabaseActionFactory.java
@@ -22,6 +22,8 @@
 
 import java.util.Optional;
 
+import static org.apache.paimon.flink.action.CompactActionFactory.checkCompactStrategy;
+
 /** Factory to create {@link CompactDatabaseAction}. */
 public class CompactDatabaseActionFactory implements ActionFactory {
 
@@ -56,8 +58,8 @@ public Optional<Action> create(MultipleParameterToolAdapter params) {
         }
 
         String compactStrategy = params.get(COMPACT_STRATEGY);
-        if (compactStrategy != null && compactStrategy.trim().equalsIgnoreCase(MINOR)) {
-            action.withFullCompaction(false);
+        if (checkCompactStrategy(compactStrategy)) {
+            action.withFullCompaction(!compactStrategy.trim().equalsIgnoreCase(MINOR));
         }
 
         return Optional.of(action);
diff --git a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/procedure/CompactProcedure.java b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/procedure/CompactProcedure.java
index 8589069126988..12a4174aa41a6 100644
--- a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/procedure/CompactProcedure.java
+++ b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/procedure/CompactProcedure.java
@@ -32,6 +32,8 @@
 import java.util.Collections;
 import java.util.Map;
 
+import static org.apache.paimon.flink.action.ActionFactory.MINOR;
+import static org.apache.paimon.flink.action.CompactActionFactory.checkCompactStrategy;
 import static org.apache.paimon.utils.ParameterUtils.getPartitions;
 import static org.apache.paimon.utils.ParameterUtils.parseCommaSeparatedKeyValues;
 import static org.apache.paimon.utils.StringUtils.isNullOrWhitespaceOnly;
@@ -48,6 +50,10 @@ public class CompactProcedure extends ProcedureBase {
                         name = "partitions",
                         type = @DataTypeHint("STRING"),
                         isOptional = true),
+                @ArgumentHint(
+                        name = "compact_strategy",
+                        type = @DataTypeHint("STRING"),
+                        isOptional = true),
                 @ArgumentHint(
                         name = "order_strategy",
                         type = @DataTypeHint("STRING"),
@@ -64,6 +70,7 @@ public String[] call(
             ProcedureContext procedureContext,
             String tableId,
             String partitions,
+            String compactStrategy,
             String orderStrategy,
             String orderByColumns,
             String tableOptions,
@@ -90,6 +97,10 @@ public String[] call(
             if (!isNullOrWhitespaceOnly(partitionIdleTime)) {
                 action.withPartitionIdleTime(TimeUtils.parseDuration(partitionIdleTime));
             }
+
+            if (checkCompactStrategy(compactStrategy)) {
+                action.withFullCompaction(!compactStrategy.trim().equalsIgnoreCase(MINOR));
+            }
             jobName = "Compact Job";
         } else if (!isNullOrWhitespaceOnly(orderStrategy)
                 && !isNullOrWhitespaceOnly(orderByColumns)) {
diff --git a/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/action/MinorCompactActionITCase.java b/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/action/MinorCompactActionITCase.java
index 8e15a6eb4da75..0373eb01a2d92 100644
--- a/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/action/MinorCompactActionITCase.java
+++ b/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/action/MinorCompactActionITCase.java
@@ -174,4 +174,32 @@ public void testStreamingFullCompactStrategy() throws Exception {
                 .hasMessage(
                         "The full compact strategy is only supported in batch mode. Please add -Dexecution.runtime-mode=BATCH.");
     }
+
+    @Test
+    @Timeout(60)
+    public void testCompactStrategyWithWrongUsage() throws Exception {
+        prepareTable(
+                Arrays.asList("dt", "hh"),
+                Arrays.asList("dt", "hh", "k"),
+                Collections.emptyList(),
+                Collections.singletonMap(CoreOptions.WRITE_ONLY.key(), "true"));
+        Assertions.assertThatThrownBy(
+                        () ->
+                                createAction(
+                                        CompactAction.class,
+                                        "compact",
+                                        "--warehouse",
+                                        warehouse,
+                                        "--database",
+                                        database,
+                                        "--table",
+                                        tableName,
+                                        "--compact_strategy",
+                                        "wrong_usage",
+                                        "--table_conf",
+                                        CoreOptions.NUM_SORTED_RUNS_COMPACTION_TRIGGER.key()
+                                                + "=3"))
+                .hasMessage(
+                        "The compact strategy only supports 'full' or 'minor', but 'wrong_usage' is configured.");
+    }
 }