diff --git a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/DenseDfaMatcher.java b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/DenseDfaMatcher.java
index c020ec4f8..e368036f8 100644
--- a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/DenseDfaMatcher.java
+++ b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/DenseDfaMatcher.java
@@ -23,6 +23,8 @@
 import org.apache.tsfile.common.regexp.pattern.Literal;
 import org.apache.tsfile.common.regexp.pattern.Pattern;
 import org.apache.tsfile.common.regexp.pattern.ZeroOrMore;
+import org.apache.tsfile.utils.Accountable;
+import org.apache.tsfile.utils.RamUsageEstimator;
 
 import java.util.Arrays;
 import java.util.List;
@@ -32,8 +34,10 @@
 import static org.apache.tsfile.utils.Preconditions.checkArgument;
 
 public class DenseDfaMatcher implements Matcher {
-  public static final int FAIL_STATE = -1;
+  private static final long INSTANCE_SIZE =
+      RamUsageEstimator.shallowSizeOfInstance(DenseDfaMatcher.class);
 
+  public static final int FAIL_STATE = -1;
   private List<Pattern> pattern;
   private int start;
   private int end;
@@ -63,7 +67,17 @@ public boolean match(byte[] input, int offset, int length) {
     return matcher.prefixMatch(input, offset, length);
   }
 
-  private static class DenseDfa {
+  @Override
+  public long ramBytesUsed() {
+    return INSTANCE_SIZE
+        + RamUsageEstimator.sizeOfObject(pattern)
+        + RamUsageEstimator.sizeOfObject(matcher);
+  }
+
+  private static class DenseDfa implements Accountable {
+    private static final long INSTANCE_SIZE =
+        RamUsageEstimator.shallowSizeOfInstance(DenseDfa.class);
+
     // The DFA is encoded as a sequence of transitions for each possible byte value for each state.
     // I.e., 256 transitions per state.
     // The content of the transitions array is the base offset into
@@ -141,6 +155,13 @@ public boolean prefixMatch(byte[] input, int offset, int length) {
       return accept[state >>> 8];
     }
 
+    @Override
+    public long ramBytesUsed() {
+      return INSTANCE_SIZE
+          + RamUsageEstimator.sizeOf(transitions)
+          + RamUsageEstimator.sizeOf(accept);
+    }
+
     private static NFA makeNfa(List<Pattern> pattern, int start, int end) {
       checkArgument(!pattern.isEmpty(), "pattern is empty");
 
diff --git a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/FjsMatcher.java b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/FjsMatcher.java
index 0ef73177c..22826c333 100644
--- a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/FjsMatcher.java
+++ b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/FjsMatcher.java
@@ -22,6 +22,8 @@
 import org.apache.tsfile.common.regexp.pattern.Any;
 import org.apache.tsfile.common.regexp.pattern.Literal;
 import org.apache.tsfile.common.regexp.pattern.Pattern;
+import org.apache.tsfile.utils.Accountable;
+import org.apache.tsfile.utils.RamUsageEstimator;
 
 import java.nio.charset.StandardCharsets;
 import java.util.ArrayList;
@@ -31,6 +33,9 @@
 import static org.apache.tsfile.utils.Preconditions.checkArgument;
 
 public class FjsMatcher implements Matcher {
+  private static final long INSTANCE_SIZE =
+      RamUsageEstimator.shallowSizeOfInstance(FjsMatcher.class);
+
   private final List<Pattern> pattern;
   private final int start;
   private final int end;
@@ -56,7 +61,16 @@ public boolean match(byte[] input, int offset, int length) {
     return matcher.match(input, offset, length);
   }
 
-  private static class Fjs {
+  @Override
+  public long ramBytesUsed() {
+    return INSTANCE_SIZE
+        + RamUsageEstimator.sizeOfObject(pattern)
+        + RamUsageEstimator.sizeOfObject(matcher);
+  }
+
+  private static class Fjs implements Accountable {
+    private static final long INSTANCE_SIZE = RamUsageEstimator.shallowSizeOfInstance(Fjs.class);
+
     private final boolean exact;
     private final List<byte[]> patterns = new ArrayList<>();
     private final List<int[]> bmsShifts = new ArrayList<>();
@@ -219,5 +233,13 @@ public boolean match(byte[] input, int offset, int length) {
 
       return !exact || remaining == 0;
     }
+
+    @Override
+    public long ramBytesUsed() {
+      return INSTANCE_SIZE
+          + RamUsageEstimator.sizeOfObject(patterns)
+          + RamUsageEstimator.sizeOfObject(bmsShifts)
+          + RamUsageEstimator.sizeOfObject(kmpShifts);
+    }
   }
 }
diff --git a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/LikeMatcher.java b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/LikeMatcher.java
index 49347c3d2..5ad3d4f36 100644
--- a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/LikeMatcher.java
+++ b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/LikeMatcher.java
@@ -23,6 +23,8 @@
 import org.apache.tsfile.common.regexp.pattern.Literal;
 import org.apache.tsfile.common.regexp.pattern.Pattern;
 import org.apache.tsfile.common.regexp.pattern.ZeroOrMore;
+import org.apache.tsfile.utils.Accountable;
+import org.apache.tsfile.utils.RamUsageEstimator;
 
 import java.util.ArrayList;
 import java.util.List;
@@ -31,7 +33,10 @@
 
 import static java.nio.charset.StandardCharsets.UTF_8;
 
-public class LikeMatcher {
+public class LikeMatcher implements Accountable {
+  private static final long INSTANCE_SIZE =
+      RamUsageEstimator.shallowSizeOfInstance(LikeMatcher.class);
+
   private final int minSize;
   private final OptionalInt maxSize;
   private final byte[] prefix;
@@ -173,6 +178,21 @@ public boolean match(byte[] input, int offset, int length) {
     return true;
   }
 
+  @Override
+  public long ramBytesUsed() {
+    long size =
+        INSTANCE_SIZE
+            + RamUsageEstimator.shallowSizeOf(maxSize)
+            + RamUsageEstimator.sizeOf(prefix)
+            + RamUsageEstimator.sizeOf(suffix)
+            + RamUsageEstimator.shallowSizeOf(matcher);
+
+    if (matcher.isPresent()) {
+      size += matcher.get().ramBytesUsed();
+    }
+    return size;
+  }
+
   private boolean startsWith(byte[] pattern, byte[] input, int offset) {
     for (int i = 0; i < pattern.length; i++) {
       if (pattern[i] != input[offset + i]) {
diff --git a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/LikePattern.java b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/LikePattern.java
index bda6ef3a1..762b4ff6f 100644
--- a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/LikePattern.java
+++ b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/LikePattern.java
@@ -19,12 +19,18 @@
 
 package org.apache.tsfile.common.regexp;
 
+import org.apache.tsfile.utils.Accountable;
+import org.apache.tsfile.utils.RamUsageEstimator;
+
 import java.util.Objects;
 import java.util.Optional;
 
 import static java.util.Objects.requireNonNull;
 
-public class LikePattern {
+public class LikePattern implements Accountable {
+  private static final long INSTANCE_SIZE =
+      RamUsageEstimator.shallowSizeOfInstance(LikePattern.class);
+
   private final String pattern;
   private final Optional<Character> escape;
   private final LikeMatcher matcher;
@@ -81,4 +87,11 @@ public String toString() {
         + (escape.map(character -> ", escape=" + character).orElse(""))
         + '}';
   }
+
+  @Override
+  public long ramBytesUsed() {
+    long size =
+        INSTANCE_SIZE + RamUsageEstimator.sizeOf(pattern) + RamUsageEstimator.shallowSizeOf(escape);
+    return size + matcher.ramBytesUsed();
+  }
 }
diff --git a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/Matcher.java b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/Matcher.java
index 49536933d..f6676496d 100644
--- a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/Matcher.java
+++ b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/Matcher.java
@@ -19,6 +19,8 @@
 
 package org.apache.tsfile.common.regexp;
 
-public interface Matcher {
+import org.apache.tsfile.utils.Accountable;
+
+public interface Matcher extends Accountable {
   boolean match(byte[] input, int offset, int length);
 }
diff --git a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/NfaMatcher.java b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/NfaMatcher.java
index c6d6c4777..d0e8308d1 100644
--- a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/NfaMatcher.java
+++ b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/NfaMatcher.java
@@ -23,11 +23,15 @@
 import org.apache.tsfile.common.regexp.pattern.Literal;
 import org.apache.tsfile.common.regexp.pattern.Pattern;
 import org.apache.tsfile.common.regexp.pattern.ZeroOrMore;
+import org.apache.tsfile.utils.RamUsageEstimator;
 
 import java.util.Arrays;
 import java.util.List;
 
 public class NfaMatcher implements Matcher {
+  private static final long INSTANCE_SIZE =
+      RamUsageEstimator.shallowSizeOfInstance(NfaMatcher.class);
+
   private static final int ANY = -1;
   private static final int NONE = -2;
   private static final int INVALID_CODEPOINT = -1;
@@ -173,4 +177,9 @@ public boolean match(byte[] input, int offset, int length) {
 
     return accept;
   }
+
+  @Override
+  public long ramBytesUsed() {
+    return INSTANCE_SIZE + RamUsageEstimator.sizeOf(loopback) + RamUsageEstimator.sizeOf(match);
+  }
 }
diff --git a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/pattern/Any.java b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/pattern/Any.java
index 8c1e650a8..ccf84b171 100644
--- a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/pattern/Any.java
+++ b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/pattern/Any.java
@@ -19,7 +19,11 @@
 
 package org.apache.tsfile.common.regexp.pattern;
 
+import org.apache.tsfile.utils.RamUsageEstimator;
+
 public class Any implements Pattern {
+  private static final long INSTANCE_SIZE = RamUsageEstimator.shallowSizeOfInstance(Any.class);
+
   private final int length;
 
   public Any(int length) {
@@ -41,4 +45,9 @@ public String toString() {
     }
     return sb.toString();
   }
+
+  @Override
+  public long ramBytesUsed() {
+    return INSTANCE_SIZE;
+  }
 }
diff --git a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/pattern/Literal.java b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/pattern/Literal.java
index 8ea9cf05e..b41422ba9 100644
--- a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/pattern/Literal.java
+++ b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/pattern/Literal.java
@@ -19,7 +19,11 @@
 
 package org.apache.tsfile.common.regexp.pattern;
 
+import org.apache.tsfile.utils.RamUsageEstimator;
+
 public class Literal implements Pattern {
+  private static final long INSTANCE_SIZE = RamUsageEstimator.shallowSizeOfInstance(Literal.class);
+
   private final String value;
 
   public Literal(String value) {
@@ -34,4 +38,9 @@ public String getValue() {
   public String toString() {
     return value;
   }
+
+  @Override
+  public long ramBytesUsed() {
+    return INSTANCE_SIZE + RamUsageEstimator.sizeOf(value);
+  }
 }
diff --git a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/pattern/Pattern.java b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/pattern/Pattern.java
index 959e5a711..2ed108473 100644
--- a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/pattern/Pattern.java
+++ b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/pattern/Pattern.java
@@ -19,4 +19,6 @@
 
 package org.apache.tsfile.common.regexp.pattern;
 
-public interface Pattern {}
+import org.apache.tsfile.utils.Accountable;
+
+public interface Pattern extends Accountable {}
diff --git a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/pattern/ZeroOrMore.java b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/pattern/ZeroOrMore.java
index ac0a04433..17454671a 100644
--- a/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/pattern/ZeroOrMore.java
+++ b/java/tsfile/src/main/java/org/apache/tsfile/common/regexp/pattern/ZeroOrMore.java
@@ -19,9 +19,19 @@
 
 package org.apache.tsfile.common.regexp.pattern;
 
+import org.apache.tsfile.utils.RamUsageEstimator;
+
 public class ZeroOrMore implements Pattern {
+  private static final long INSTANCE_SIZE =
+      RamUsageEstimator.shallowSizeOfInstance(ZeroOrMore.class);
+
   @Override
   public String toString() {
     return "%";
   }
+
+  @Override
+  public long ramBytesUsed() {
+    return INSTANCE_SIZE;
+  }
 }
diff --git a/java/tsfile/src/main/java/org/apache/tsfile/utils/TimeDuration.java b/java/tsfile/src/main/java/org/apache/tsfile/utils/TimeDuration.java
index 042c1d07c..9e835423d 100644
--- a/java/tsfile/src/main/java/org/apache/tsfile/utils/TimeDuration.java
+++ b/java/tsfile/src/main/java/org/apache/tsfile/utils/TimeDuration.java
@@ -30,6 +30,9 @@
 import java.util.concurrent.TimeUnit;
 
 public class TimeDuration implements Serializable {
+  public static final long INSTANCE_SIZE =
+      RamUsageEstimator.shallowSizeOfInstance(TimeDuration.class);
+
   // month part of time duration
   public final int monthDuration;
   // non-month part of time duration, its precision is same as current time_precision