From 9434240ad345848bb0c5dc1469cc7aa431e22cc4 Mon Sep 17 00:00:00 2001
From: Kaushal Kapasi <kaushal.kapasi@taplytics.com>
Date: Thu, 24 Jul 2025 13:33:21 -0400
Subject: [PATCH 01/12] chore: update WASM Bucketing lib to 1.41.0

---
 build.gradle                                  |   2 +-
 src/main/resources/bucketing-lib.release.wasm | Bin 215612 -> 223167 bytes
 2 files changed, 1 insertion(+), 1 deletion(-)

diff --git a/build.gradle b/build.gradle
index d53fe565..138dab85 100644
--- a/build.gradle
+++ b/build.gradle
@@ -84,7 +84,7 @@ sourceCompatibility = JavaVersion.VERSION_11
 targetCompatibility = JavaVersion.VERSION_11
 
 def wasmResourcePath = "$projectDir/src/main/resources"
-def wasmVersion = "1.35.1"
+def wasmVersion = "1.41.0"
 def wasmUrl = "https://unpkg.com/@devcycle/bucketing-assembly-script@$wasmVersion/build/bucketing-lib.release.wasm"
 task downloadDVCBucketingWASM(type: Download) {
     src wasmUrl
diff --git a/src/main/resources/bucketing-lib.release.wasm b/src/main/resources/bucketing-lib.release.wasm
index f3c33d6a7c6e51c40b6b48d90c106cded59f9595..80994caaf48cfdb6c52d2eee9d4df25d479899fd 100644
GIT binary patch
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REI;_trEAVV`23}-{x7~vs%HQI


From dfd8afeb700a7ad4717ece6d7bab262eb30719aa Mon Sep 17 00:00:00 2001
From: Kaushal Kapasi <kaushal.kapasi@taplytics.com>
Date: Thu, 24 Jul 2025 13:54:52 -0400
Subject: [PATCH 02/12] feat: add eval reasons to Local Bucketing Client to
 support parsing from WASM and implements default Eval Reasons

---
 .../sdk/server/common/model/EvalReason.java   | 52 +++++++++++++++++++
 .../sdk/server/common/model/Variable.java     | 10 ++--
 .../server/local/api/DevCycleLocalClient.java | 24 +++++++--
 .../sdk/server/local/utils/ProtobufUtils.java | 26 ++++++++--
 src/main/proto/variableForUserParams.proto    |  7 +++
 5 files changed, 108 insertions(+), 11 deletions(-)
 create mode 100644 src/main/java/com/devcycle/sdk/server/common/model/EvalReason.java

diff --git a/src/main/java/com/devcycle/sdk/server/common/model/EvalReason.java b/src/main/java/com/devcycle/sdk/server/common/model/EvalReason.java
new file mode 100644
index 00000000..1265bea6
--- /dev/null
+++ b/src/main/java/com/devcycle/sdk/server/common/model/EvalReason.java
@@ -0,0 +1,52 @@
+package com.devcycle.sdk.server.common.model;
+
+import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
+import com.fasterxml.jackson.annotation.JsonProperty;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.RequiredArgsConstructor;
+
+@Data
+@AllArgsConstructor
+@RequiredArgsConstructor
+@JsonIgnoreProperties(ignoreUnknown = true)
+public class EvalReason {
+    @Schema(description = "Evaluation reason", required = true)
+    @JsonProperty("reason")
+    private String reason;
+    
+    @Schema(description = "Details", required = false)
+    @JsonProperty("details")
+    private String details;
+
+    @Schema(description = "Target ID", required = false)
+    @JsonProperty("targetId")
+    private String targetId;
+
+    public static EvalReason defaultReason(DefaultReasonDetailsEnum details) {
+        return new EvalReason("DEFAULT", details.getValue(), null);
+    }
+
+    public String getReason() {
+        return reason == null ? "UNKNOWN" : reason;
+    }
+
+    public enum DefaultReasonDetailsEnum {
+        MISSING_CONFIG("Missing Config"),
+        USER_NOT_TARGETED("User Not Targeted"),
+        VARIABLE_TYPE_MISMATCH("Type Mismatch"),
+        ERROR("Error");
+
+        private final String value;
+
+        DefaultReasonDetailsEnum(String value) {
+            this.value = value;
+        }
+
+        public String getValue() {
+            return value;
+        }
+    }
+}
diff --git a/src/main/java/com/devcycle/sdk/server/common/model/Variable.java b/src/main/java/com/devcycle/sdk/server/common/model/Variable.java
index 326842f6..d4893f76 100755
--- a/src/main/java/com/devcycle/sdk/server/common/model/Variable.java
+++ b/src/main/java/com/devcycle/sdk/server/common/model/Variable.java
@@ -1,16 +1,17 @@
 package com.devcycle.sdk.server.common.model;
 
+import java.util.HashMap;
+import java.util.LinkedHashMap;
+
 import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
 import com.fasterxml.jackson.annotation.JsonValue;
+
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.AllArgsConstructor;
 import lombok.Builder;
 import lombok.Data;
 import lombok.NoArgsConstructor;
 
-import java.util.HashMap;
-import java.util.LinkedHashMap;
-
 @Data
 @Builder
 @AllArgsConstructor
@@ -32,6 +33,9 @@ public class Variable<T> {
     @Builder.Default
     private Boolean isDefaulted = false;
 
+    @Schema(description = "Evaluation reason")
+    private EvalReason eval;
+
     public enum TypeEnum {
         STRING("String"),
         BOOLEAN("Boolean"),
diff --git a/src/main/java/com/devcycle/sdk/server/local/api/DevCycleLocalClient.java b/src/main/java/com/devcycle/sdk/server/local/api/DevCycleLocalClient.java
index f9c2e05b..3c4744ee 100755
--- a/src/main/java/com/devcycle/sdk/server/local/api/DevCycleLocalClient.java
+++ b/src/main/java/com/devcycle/sdk/server/local/api/DevCycleLocalClient.java
@@ -1,9 +1,24 @@
 package com.devcycle.sdk.server.local.api;
 
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Map;
+import java.util.Optional;
+import java.util.UUID;
+
 import com.devcycle.sdk.server.common.api.IDevCycleClient;
 import com.devcycle.sdk.server.common.exception.BeforeHookError;
 import com.devcycle.sdk.server.common.logging.DevCycleLogger;
-import com.devcycle.sdk.server.common.model.*;
+import com.devcycle.sdk.server.common.model.BaseVariable;
+import com.devcycle.sdk.server.common.model.DevCycleEvent;
+import com.devcycle.sdk.server.common.model.DevCycleUser;
+import com.devcycle.sdk.server.common.model.EvalHook;
+import com.devcycle.sdk.server.common.model.EvalHooksRunner;
+import com.devcycle.sdk.server.common.model.EvalReason;
+import com.devcycle.sdk.server.common.model.Feature;
+import com.devcycle.sdk.server.common.model.HookContext;
+import com.devcycle.sdk.server.common.model.PlatformData;
+import com.devcycle.sdk.server.common.model.Variable;
 import com.devcycle.sdk.server.common.model.Variable.TypeEnum;
 import com.devcycle.sdk.server.local.bucketing.LocalBucketing;
 import com.devcycle.sdk.server.local.managers.EnvironmentConfigManager;
@@ -18,9 +33,8 @@
 import com.devcycle.sdk.server.openfeature.DevCycleProvider;
 import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.databind.ObjectMapper;
-import dev.openfeature.sdk.FeatureProvider;
 
-import java.util.*;
+import dev.openfeature.sdk.FeatureProvider;
 
 public final class DevCycleLocalClient implements IDevCycleClient {
 
@@ -146,6 +160,7 @@ public <T> Variable<T> variable(DevCycleUser user, String key, T defaultValue) {
             } catch (Exception e) {
                 DevCycleLogger.error("Unable to parse aggVariableDefaulted event for Variable " + key + " due to error: " + e, e);
             }
+            defaultVariable.setEval(EvalReason.defaultReason(EvalReason.DefaultReasonDetailsEnum.MISSING_CONFIG));
             return defaultVariable;
         }
 
@@ -177,11 +192,13 @@ public <T> Variable<T> variable(DevCycleUser user, String key, T defaultValue) {
 
             if (variableData == null || variableData.length == 0) {
                 variable = defaultVariable;
+                variable.setEval(EvalReason.defaultReason(EvalReason.DefaultReasonDetailsEnum.USER_NOT_TARGETED));
             } else {
                 SDKVariable_PB sdkVariable = SDKVariable_PB.parseFrom(variableData);
                 if (sdkVariable.getType() != pbVariableType) {
                     DevCycleLogger.warning("Variable type mismatch, returning default value");
                     variable = defaultVariable;
+                    variable.setEval(EvalReason.defaultReason(EvalReason.DefaultReasonDetailsEnum.VARIABLE_TYPE_MISMATCH));
                 } else {
                     variable = ProtobufUtils.createVariable(sdkVariable, defaultValue);
                 }
@@ -200,6 +217,7 @@ public <T> Variable<T> variable(DevCycleUser user, String key, T defaultValue) {
         } finally {
             if (variable == null) {
                 variable = defaultVariable;
+                variable.setEval(EvalReason.defaultReason(EvalReason.DefaultReasonDetailsEnum.USER_NOT_TARGETED));
             }
             evalHooksRunner.executeFinally(reversedHooks, hookContext, Optional.of(variable));
         }
diff --git a/src/main/java/com/devcycle/sdk/server/local/utils/ProtobufUtils.java b/src/main/java/com/devcycle/sdk/server/local/utils/ProtobufUtils.java
index 56b94526..7eb3457f 100644
--- a/src/main/java/com/devcycle/sdk/server/local/utils/ProtobufUtils.java
+++ b/src/main/java/com/devcycle/sdk/server/local/utils/ProtobufUtils.java
@@ -1,16 +1,25 @@
 package com.devcycle.sdk.server.local.utils;
 
+import java.util.HashMap;
+import java.util.LinkedHashMap;
+import java.util.Map;
+
 import com.devcycle.sdk.server.common.model.DevCycleUser;
+import com.devcycle.sdk.server.common.model.EvalReason;
 import com.devcycle.sdk.server.common.model.Variable;
-import com.devcycle.sdk.server.local.protobuf.*;
+import com.devcycle.sdk.server.local.protobuf.CustomDataType;
+import com.devcycle.sdk.server.local.protobuf.CustomDataValue;
+import com.devcycle.sdk.server.local.protobuf.DVCUser_PB;
+import com.devcycle.sdk.server.local.protobuf.EvalReason_PB;
+import com.devcycle.sdk.server.local.protobuf.NullableCustomData;
+import com.devcycle.sdk.server.local.protobuf.NullableDouble;
+import com.devcycle.sdk.server.local.protobuf.NullableString;
+import com.devcycle.sdk.server.local.protobuf.SDKVariable_PB;
+import com.devcycle.sdk.server.local.protobuf.VariableType_PB;
 import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.core.type.TypeReference;
 import com.fasterxml.jackson.databind.ObjectMapper;
 
-import java.util.HashMap;
-import java.util.LinkedHashMap;
-import java.util.Map;
-
 public class ProtobufUtils {
     public static DVCUser_PB createDVCUserPB(DevCycleUser user) {
         double appBuild = Double.NaN;
@@ -50,6 +59,7 @@ public static <T> Variable<T> createVariable(SDKVariable_PB sdkVariable, T defau
                         .value(sdkVariable.getBoolValue())
                         .defaultValue(defaultValue)
                         .isDefaulted(false)
+                        .eval(convertToEvalReason(sdkVariable.getEval()))
                         .build();
                 break;
             case String:
@@ -59,6 +69,7 @@ public static <T> Variable<T> createVariable(SDKVariable_PB sdkVariable, T defau
                         .value(sdkVariable.getStringValue())
                         .defaultValue(defaultValue)
                         .isDefaulted(false)
+                        .eval(convertToEvalReason(sdkVariable.getEval()))
                         .build();
                 break;
             case Number:
@@ -68,6 +79,7 @@ public static <T> Variable<T> createVariable(SDKVariable_PB sdkVariable, T defau
                         .value(sdkVariable.getDoubleValue())
                         .defaultValue(defaultValue)
                         .isDefaulted(false)
+                        .eval(convertToEvalReason(sdkVariable.getEval()))
                         .build();
                 break;
             case JSON:
@@ -80,6 +92,7 @@ public static <T> Variable<T> createVariable(SDKVariable_PB sdkVariable, T defau
                         .value(jsonObject)
                         .defaultValue(defaultValue)
                         .isDefaulted(false)
+                        .eval(convertToEvalReason(sdkVariable.getEval()))
                         .build();
                 break;
             default:
@@ -143,5 +156,8 @@ public static VariableType_PB convertTypeEnumToVariableType(Variable.TypeEnum ty
         }
     }
 
+    public static EvalReason convertToEvalReason(EvalReason_PB eval) {
+        return new EvalReason(eval.getReason(), eval.getDetails(), eval.getTargetId());
+    }
 
 }
diff --git a/src/main/proto/variableForUserParams.proto b/src/main/proto/variableForUserParams.proto
index 0c73af78..abb5e321 100644
--- a/src/main/proto/variableForUserParams.proto
+++ b/src/main/proto/variableForUserParams.proto
@@ -70,4 +70,11 @@ message SDKVariable_PB {
   double doubleValue = 5;
   string stringValue = 6;
   NullableString evalReason = 7;
+  EvalReason_PB eval = 9;
 }
+
+message EvalReason_PB {
+  string reason = 1;
+  string details = 2;
+  string target_id = 3;
+}
\ No newline at end of file

From 264122a1e5988d0078fe7bb94909e443b51b2df0 Mon Sep 17 00:00:00 2001
From: Kaushal Kapasi <kaushal.kapasi@taplytics.com>
Date: Thu, 24 Jul 2025 16:08:32 -0400
Subject: [PATCH 03/12] chore: update Local Bucketing tests to verify Eval
 Reasons are properly set and returned

---
 .../server/local/DevCycleLocalClientTest.java | 104 +++++++++++++-----
 .../sdk/server/local/LocalBucketingTest.java  |  35 +++---
 2 files changed, 100 insertions(+), 39 deletions(-)

diff --git a/src/test/java/com/devcycle/sdk/server/local/DevCycleLocalClientTest.java b/src/test/java/com/devcycle/sdk/server/local/DevCycleLocalClientTest.java
index 50ae80b6..e610d325 100644
--- a/src/test/java/com/devcycle/sdk/server/local/DevCycleLocalClientTest.java
+++ b/src/test/java/com/devcycle/sdk/server/local/DevCycleLocalClientTest.java
@@ -1,39 +1,43 @@
 package com.devcycle.sdk.server.local;
 
-import com.devcycle.sdk.server.cloud.api.DevCycleCloudClient;
-import com.devcycle.sdk.server.cloud.model.DevCycleCloudOptions;
+import java.math.BigDecimal;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Optional;
+import java.util.UUID;
+
+import javax.net.ssl.HostnameVerifier;
+import javax.net.ssl.SSLSocketFactory;
+import javax.net.ssl.X509TrustManager;
+
+import org.junit.After;
+import org.junit.AfterClass;
+import org.junit.Assert;
+import org.junit.BeforeClass;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.mockito.junit.MockitoJUnitRunner;
+
 import com.devcycle.sdk.server.common.api.IRestOptions;
 import com.devcycle.sdk.server.common.exception.DevCycleException;
 import com.devcycle.sdk.server.common.logging.IDevCycleLogger;
-import com.devcycle.sdk.server.common.model.*;
+import com.devcycle.sdk.server.common.model.BaseVariable;
+import com.devcycle.sdk.server.common.model.DevCycleEvent;
+import com.devcycle.sdk.server.common.model.DevCycleUser;
+import com.devcycle.sdk.server.common.model.EvalHook;
+import com.devcycle.sdk.server.common.model.EvalReason;
+import com.devcycle.sdk.server.common.model.Feature;
+import com.devcycle.sdk.server.common.model.HookContext;
+import com.devcycle.sdk.server.common.model.Variable;
 import com.devcycle.sdk.server.helpers.LocalConfigServer;
-import com.devcycle.sdk.server.local.model.Project;
-import com.devcycle.sdk.server.local.model.Environment;
 import com.devcycle.sdk.server.helpers.TestDataFixtures;
-import com.devcycle.sdk.server.helpers.WhiteBox;
 import com.devcycle.sdk.server.local.api.DevCycleLocalClient;
 import com.devcycle.sdk.server.local.model.ConfigMetadata;
 import com.devcycle.sdk.server.local.model.DevCycleLocalOptions;
-import org.junit.AfterClass;
-import org.junit.Assert;
-import org.junit.BeforeClass;
-import org.junit.Test;
-import org.junit.After;
-import org.junit.runner.RunWith;
-import org.mockito.junit.MockitoJUnitRunner;
-import retrofit2.mock.Calls;
-
-import javax.net.ssl.HostnameVerifier;
-import javax.net.ssl.SSLSocketFactory;
-import javax.net.ssl.X509TrustManager;
-import java.math.BigDecimal;
-import java.util.HashMap;
-import java.util.Map;
-import java.util.Optional;
-import java.util.UUID;
-import java.util.*;
-
-import static org.mockito.Mockito.when;
+import com.devcycle.sdk.server.local.model.Environment;
+import com.devcycle.sdk.server.local.model.Project;
 
 @RunWith(MockitoJUnitRunner.class)
 public class DevCycleLocalClientTest {
@@ -151,6 +155,11 @@ public void variableTest() {
         var = client.variable(user, "string-var", "default string");
         Assert.assertNotNull(var);
         Assert.assertEquals("variationOn", var.getValue());
+
+        EvalReason varEval = var.getEval();
+        Assert.assertEquals("TARGETING_MATCH", varEval.getReason());
+        Assert.assertEquals("All Users", varEval.getDetails());
+        Assert.assertEquals("63125321d31c601f992288bc", varEval.getTargetId());
     }
 
     @Test
@@ -162,6 +171,11 @@ public void variableBooleanValueTest() {
         Assert.assertNotNull(var);
         Assert.assertFalse(var.getIsDefaulted());
         Assert.assertEquals(true, var.getValue());
+
+        EvalReason varEval = var.getEval();
+        Assert.assertEquals("TARGETING_MATCH", varEval.getReason());
+        Assert.assertEquals("All Users", varEval.getDetails());
+        Assert.assertEquals("63125321d31c601f992288bc", varEval.getTargetId());
     }
 
     @Test
@@ -172,6 +186,11 @@ public void variableNumberValueTest() {
         Assert.assertNotNull(var);
         Assert.assertFalse(var.getIsDefaulted());
         Assert.assertEquals(12345.0, var.getValue().doubleValue(), 0.0);
+
+        EvalReason varEval = var.getEval();
+        Assert.assertEquals("TARGETING_MATCH", varEval.getReason());
+        Assert.assertEquals("All Users", varEval.getDetails());
+        Assert.assertEquals("63125321d31c601f992288bc", varEval.getTargetId());
     }
 
     @Test
@@ -192,6 +211,11 @@ public void variableJsonValueTest() {
         Assert.assertEquals("This variation is on", variableData.get("displayText"));
         Assert.assertEquals(true, variableData.get("showDialog"));
         Assert.assertEquals(100, variableData.get("maxUsers"));
+
+        EvalReason varEval = var.getEval();
+        Assert.assertEquals("TARGETING_MATCH", varEval.getReason());
+        Assert.assertEquals("All Users", varEval.getDetails());
+        Assert.assertEquals("63125321d31c601f992288bc", varEval.getTargetId());
     }
 
     @Test
@@ -203,6 +227,7 @@ public void variableTestNotInitialized() {
         Assert.assertNotNull(var);
         Assert.assertTrue(var.getIsDefaulted());
         Assert.assertEquals("default string", var.getValue());
+        Assert.assertEquals(EvalReason.DefaultReasonDetailsEnum.MISSING_CONFIG.getValue(), var.getEval().getDetails());
     }
 
     @Test
@@ -226,6 +251,11 @@ public void variableTestWithCustomData() {
         Assert.assertNotNull(var);
         Assert.assertFalse(var.getIsDefaulted());
         Assert.assertEquals("variationOn", var.getValue());
+
+        EvalReason varEval = var.getEval();
+        Assert.assertEquals("TARGETING_MATCH", varEval.getReason());
+        Assert.assertEquals("All Users", varEval.getDetails());
+        Assert.assertEquals("63125321d31c601f992288bc", varEval.getTargetId());
     }
 
     @Test
@@ -243,6 +273,11 @@ public void variableTestBucketingWithCustomData() {
         Assert.assertNotNull(var);
         Assert.assertFalse(var.getIsDefaulted());
         Assert.assertEquals("↑↑↓↓←→←→BA 🤖", var.getValue());
+
+        EvalReason varEval = var.getEval();
+        Assert.assertEquals("TARGETING_MATCH", varEval.getReason());
+        Assert.assertEquals("Custom Data -> should-bucket", varEval.getDetails());
+        Assert.assertEquals("638680d659f1b81cc9e6c5ab", varEval.getTargetId());
     }
 
     @Test
@@ -251,6 +286,11 @@ public void variableTestUnknownVariableKey() {
         Assert.assertNotNull(var);
         Assert.assertTrue(var.getIsDefaulted());
         Assert.assertEquals(true, var.getValue());
+
+        EvalReason varEval = var.getEval();
+        Assert.assertEquals("DEFAULT", varEval.getReason());
+        Assert.assertEquals("User Not Targeted", varEval.getDetails());
+        Assert.assertNull(varEval.getTargetId());
     }
 
     @Test
@@ -259,6 +299,11 @@ public void variableTestTypeMismatch() {
         Assert.assertNotNull(var);
         Assert.assertTrue(var.getIsDefaulted());
         Assert.assertEquals(true, var.getValue());
+
+        EvalReason varEval = var.getEval();
+        Assert.assertEquals("DEFAULT", varEval.getReason());
+        Assert.assertEquals("User Not Targeted", varEval.getDetails());
+        Assert.assertNull(varEval.getTargetId());
     }
 
     @Test
@@ -371,6 +416,11 @@ public void SetClientCustomDataWithBucketingTest() {
         Assert.assertNotNull(var);
         Assert.assertFalse(var.getIsDefaulted());
         Assert.assertEquals("↑↑↓↓←→←→BA 🤖", var.getValue());
+
+        EvalReason varEval = var.getEval();
+        Assert.assertEquals("TARGETING_MATCH", varEval.getReason());
+        Assert.assertEquals("Custom Data -> should-bucket", varEval.getDetails());
+        Assert.assertEquals("638680d659f1b81cc9e6c5ab", varEval.getTargetId());
     }
 
     @Test
@@ -664,6 +714,7 @@ public void onFinally(HookContext<String> ctx, Optional<Variable<String>> variab
                 .type(Variable.TypeEnum.STRING)
                 .isDefaulted(false)
                 .defaultValue("default string")
+                .eval(new EvalReason("TARGETING_MATCH", "All Users", "63125321d31c601f992288bc"))
                 .build();
 
         Variable<String> result = client.variable(user, "string-var", "default string");
@@ -934,6 +985,7 @@ public void error(HookContext<String> ctx, Throwable e) {
                 .type(Variable.TypeEnum.STRING)
                 .isDefaulted(false)
                 .defaultValue("default string")
+                .eval(new EvalReason("TARGETING_MATCH", "All Users", "63125321d31c601f992288bc"))
                 .build();
 
         Variable<String> result = client.variable(user, "string-var", "default string");
diff --git a/src/test/java/com/devcycle/sdk/server/local/LocalBucketingTest.java b/src/test/java/com/devcycle/sdk/server/local/LocalBucketingTest.java
index 25ad3f4b..b8bf04a8 100644
--- a/src/test/java/com/devcycle/sdk/server/local/LocalBucketingTest.java
+++ b/src/test/java/com/devcycle/sdk/server/local/LocalBucketingTest.java
@@ -1,5 +1,15 @@
 package com.devcycle.sdk.server.local;
 
+import java.util.HashMap;
+import java.util.Map;
+import java.util.UUID;
+
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.mockito.junit.MockitoJUnitRunner;
+
 import com.devcycle.sdk.server.common.model.DevCycleEvent;
 import com.devcycle.sdk.server.common.model.DevCycleUser;
 import com.devcycle.sdk.server.common.model.PlatformData;
@@ -8,15 +18,6 @@
 import com.fasterxml.jackson.annotation.JsonInclude;
 import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.databind.ObjectMapper;
-import org.junit.Assert;
-import org.junit.Before;
-import org.junit.Test;
-import org.junit.runner.RunWith;
-import org.mockito.junit.MockitoJUnitRunner;
-
-import java.util.HashMap;
-import java.util.Map;
-import java.util.UUID;
 
 @RunWith(MockitoJUnitRunner.class)
 public class LocalBucketingTest {
@@ -73,13 +74,21 @@ public void testStoreConfig() {
 
     @Test
     public void testEventQueue() throws JsonProcessingException {
-        DevCycleEvent event = DevCycleEvent.builder().type("test").target("target").build();
+        DevCycleEvent customEvent = DevCycleEvent.builder()
+            .type("test")
+            .target("target")
+            .build();
+        DevCycleEvent aggEvent = DevCycleEvent.builder()
+                .type("aggVariableDefaulted")
+                .target("string-var")
+                .metaData(Map.of("evalReason", "DEFAULT"))
+                .build();
 
         localBucketing.initEventQueue(apiKey, UUID.randomUUID().toString(),"{}");
 
         // Add 2 events, aggregated by same target (should create 1 event with eventCount 2)
-        localBucketing.queueEvent(apiKey, mapper.writeValueAsString(getUser()), mapper.writeValueAsString(event));
-        localBucketing.queueAggregateEvent(apiKey, mapper.writeValueAsString(event), varMap);
+        localBucketing.queueEvent(apiKey, mapper.writeValueAsString(getUser()), mapper.writeValueAsString(customEvent));
+        localBucketing.queueAggregateEvent(apiKey, mapper.writeValueAsString(aggEvent), varMap);
         FlushPayload[] payloads = localBucketing.flushEventQueue(apiKey);
         Assert.assertEquals(payloads.length, 1);
         Assert.assertEquals(payloads[0].eventCount, 2);
@@ -99,7 +108,7 @@ public void testEventQueue() throws JsonProcessingException {
         Assert.assertEquals(payloads.length, 0); // failed events deleted
 
         // Add another event
-        localBucketing.queueEvent(apiKey, mapper.writeValueAsString(getUser()), mapper.writeValueAsString(event));
+        localBucketing.queueEvent(apiKey, mapper.writeValueAsString(getUser()), mapper.writeValueAsString(customEvent));
         payloads = localBucketing.flushEventQueue(apiKey);
         Assert.assertEquals(payloads.length, 1);
 

From f35852780e0d557e710f647afc4020d285fd2a88 Mon Sep 17 00:00:00 2001
From: Kaushal Kapasi <kaushal.kapasi@taplytics.com>
Date: Thu, 24 Jul 2025 16:32:34 -0400
Subject: [PATCH 04/12] feat: add eval reasons to Cloud Bucketing Client

---
 .../server/cloud/api/DevCycleCloudClient.java | 28 ++++++++--
 .../server/cloud/DevCycleCloudClientTest.java | 54 ++++++++++++-------
 .../sdk/server/helpers/TestResponse.java      | 11 ++--
 3 files changed, 65 insertions(+), 28 deletions(-)

diff --git a/src/main/java/com/devcycle/sdk/server/cloud/api/DevCycleCloudClient.java b/src/main/java/com/devcycle/sdk/server/cloud/api/DevCycleCloudClient.java
index 465803a0..e05737f3 100755
--- a/src/main/java/com/devcycle/sdk/server/cloud/api/DevCycleCloudClient.java
+++ b/src/main/java/com/devcycle/sdk/server/cloud/api/DevCycleCloudClient.java
@@ -1,5 +1,12 @@
 package com.devcycle.sdk.server.cloud.api;
 
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Optional;
+
 import com.devcycle.sdk.server.cloud.model.DevCycleCloudOptions;
 import com.devcycle.sdk.server.common.api.IDevCycleApi;
 import com.devcycle.sdk.server.common.api.IDevCycleClient;
@@ -8,19 +15,29 @@
 import com.devcycle.sdk.server.common.exception.BeforeHookError;
 import com.devcycle.sdk.server.common.exception.DevCycleException;
 import com.devcycle.sdk.server.common.logging.DevCycleLogger;
-import com.devcycle.sdk.server.common.model.*;
+import com.devcycle.sdk.server.common.model.BaseVariable;
+import com.devcycle.sdk.server.common.model.DevCycleEvent;
+import com.devcycle.sdk.server.common.model.DevCycleResponse;
+import com.devcycle.sdk.server.common.model.DevCycleUser;
+import com.devcycle.sdk.server.common.model.DevCycleUserAndEvents;
+import com.devcycle.sdk.server.common.model.ErrorResponse;
+import com.devcycle.sdk.server.common.model.EvalHook;
+import com.devcycle.sdk.server.common.model.EvalHooksRunner;
+import com.devcycle.sdk.server.common.model.EvalReason;
+import com.devcycle.sdk.server.common.model.Feature;
+import com.devcycle.sdk.server.common.model.HookContext;
+import com.devcycle.sdk.server.common.model.HttpResponseCode;
+import com.devcycle.sdk.server.common.model.Variable;
 import com.devcycle.sdk.server.common.model.Variable.TypeEnum;
 import com.devcycle.sdk.server.openfeature.DevCycleProvider;
 import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import com.fasterxml.jackson.databind.exc.MismatchedInputException;
+
 import dev.openfeature.sdk.FeatureProvider;
 import retrofit2.Call;
 import retrofit2.Response;
 
-import java.io.IOException;
-import java.util.*;
-
 public final class DevCycleCloudClient implements IDevCycleClient {
 
     private static final ObjectMapper OBJECT_MAPPER = ObjectMapperUtils.createDefaultObjectMapper();
@@ -134,8 +151,8 @@ public <T> Variable<T> variable(DevCycleUser user, String key, T defaultValue) {
                 throw beforeError;
             }
 
-            evalHooksRunner.executeAfter(reversedHooks, context, variable);
             variable.setIsDefaulted(false);
+            evalHooksRunner.executeAfter(reversedHooks, context, variable);
         } catch (Throwable exception) {
             if (!(exception instanceof BeforeHookError || exception instanceof AfterHookError)) {
                 variable = (Variable<T>) Variable.builder()
@@ -145,6 +162,7 @@ public <T> Variable<T> variable(DevCycleUser user, String key, T defaultValue) {
                         .defaultValue(defaultValue)
                         .isDefaulted(true)
                         .build();
+                variable.setEval(EvalReason.defaultReason(EvalReason.DefaultReasonDetailsEnum.USER_NOT_TARGETED));
             }
 
             evalHooksRunner.executeError(reversedHooks, context, exception);
diff --git a/src/test/java/com/devcycle/sdk/server/cloud/DevCycleCloudClientTest.java b/src/test/java/com/devcycle/sdk/server/cloud/DevCycleCloudClientTest.java
index 3c28b336..12624873 100755
--- a/src/test/java/com/devcycle/sdk/server/cloud/DevCycleCloudClientTest.java
+++ b/src/test/java/com/devcycle/sdk/server/cloud/DevCycleCloudClientTest.java
@@ -1,32 +1,42 @@
 package com.devcycle.sdk.server.cloud;
 
-import com.devcycle.sdk.server.cloud.api.DevCycleCloudClient;
-import com.devcycle.sdk.server.cloud.model.DevCycleCloudOptions;
-import com.devcycle.sdk.server.common.api.DVCApiMock;
-import com.devcycle.sdk.server.common.api.IDevCycleApi;
-import com.devcycle.sdk.server.common.exception.DevCycleException;
-import com.devcycle.sdk.server.common.model.*;
-import com.devcycle.sdk.server.helpers.WhiteBox;
-import dev.openfeature.sdk.Hook;
-import net.bytebuddy.implementation.bytecode.Throw;
-import org.junit.Assert;
-import org.junit.Before;
-import org.junit.Test;
-import org.junit.runner.RunWith;
-import org.mockito.Mock;
-import org.mockito.junit.MockitoJUnitRunner;
-import retrofit2.Call;
-import retrofit2.mock.Calls;
+import static org.mockito.Mockito.when;
 
 import java.math.BigDecimal;
 import java.time.Instant;
+import java.util.ArrayList;
 import java.util.Collections;
+import java.util.List;
 import java.util.Map;
 import java.util.Optional;
 import java.util.UUID;
-import java.util.*;
 
-import static org.mockito.Mockito.when;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.mockito.Mock;
+import org.mockito.junit.MockitoJUnitRunner;
+
+import com.devcycle.sdk.server.cloud.api.DevCycleCloudClient;
+import com.devcycle.sdk.server.cloud.model.DevCycleCloudOptions;
+import com.devcycle.sdk.server.common.api.DVCApiMock;
+import com.devcycle.sdk.server.common.api.IDevCycleApi;
+import com.devcycle.sdk.server.common.exception.DevCycleException;
+import com.devcycle.sdk.server.common.model.BaseVariable;
+import com.devcycle.sdk.server.common.model.DevCycleEvent;
+import com.devcycle.sdk.server.common.model.DevCycleUser;
+import com.devcycle.sdk.server.common.model.DevCycleUserAndEvents;
+import com.devcycle.sdk.server.common.model.EvalHook;
+import com.devcycle.sdk.server.common.model.EvalReason;
+import com.devcycle.sdk.server.common.model.Feature;
+import com.devcycle.sdk.server.common.model.HookContext;
+import com.devcycle.sdk.server.common.model.Meta;
+import com.devcycle.sdk.server.common.model.PlatformData;
+import com.devcycle.sdk.server.common.model.Variable;
+import com.devcycle.sdk.server.helpers.WhiteBox;
+
+import retrofit2.mock.Calls;
 
 /**
  * API tests for DevcycleApi
@@ -91,6 +101,11 @@ public void getVariableByKeyTest() {
             assertUserDefaultsCorrect(user);
 
             Assert.assertFalse(variable.getValue());
+
+            EvalReason varEval = variable.getEval();
+            Assert.assertEquals("TARGETING_MATCH", varEval.getReason());
+            Assert.assertEquals("All Users", varEval.getDetails());
+            Assert.assertEquals("test_cloud_target_id", varEval.getTargetId());
         } catch (IllegalArgumentException e) {
             e.printStackTrace();
         }
@@ -567,6 +582,7 @@ public void onFinally(HookContext<String> ctx, Optional<Variable<String>> variab
                 .type(Variable.TypeEnum.STRING)
                 .isDefaulted(false)
                 .defaultValue("default string")
+                .eval(new EvalReason("TARGETING_MATCH", "All Users", "test_target_id"))
                 .build();
 
         when(apiInterface.getVariableByKey(user, "test-string", dvcOptions.getEnableEdgeDB())).thenReturn(Calls.response(expected));
diff --git a/src/test/java/com/devcycle/sdk/server/helpers/TestResponse.java b/src/test/java/com/devcycle/sdk/server/helpers/TestResponse.java
index 7df4ec19..42e819e9 100644
--- a/src/test/java/com/devcycle/sdk/server/helpers/TestResponse.java
+++ b/src/test/java/com/devcycle/sdk/server/helpers/TestResponse.java
@@ -1,16 +1,18 @@
 package com.devcycle.sdk.server.helpers;
 
+import java.util.HashMap;
+import java.util.Map;
+import java.util.UUID;
+
 import com.devcycle.sdk.server.common.model.BaseVariable;
 import com.devcycle.sdk.server.common.model.DevCycleResponse;
+import com.devcycle.sdk.server.common.model.EvalReason;
 import com.devcycle.sdk.server.common.model.Feature;
 import com.devcycle.sdk.server.common.model.Variable;
+
 import retrofit2.Call;
 import retrofit2.mock.Calls;
 
-import java.util.HashMap;
-import java.util.Map;
-import java.util.UUID;
-
 public final class TestResponse {
 
     private TestResponse() {
@@ -84,6 +86,7 @@ public static <T> Call<Variable> getVariableByKey() {
                 .key("test-false")
                 .value(false)
                 .type(Variable.TypeEnum.BOOLEAN)
+                .eval(new EvalReason("TARGETING_MATCH", "All Users", "test_cloud_target_id"))
                 .build();
 
         return Calls.response(variable);

From a2e1517208cab894c96c3b5f0b4a7e47de886a11 Mon Sep 17 00:00:00 2001
From: Kaushal Kapasi <kaushal.kapasi@taplytics.com>
Date: Thu, 24 Jul 2025 16:42:56 -0400
Subject: [PATCH 05/12] chore: add temporary override to Test Harness
 Capabilities

---
 .github/workflows/run-test-harness.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/run-test-harness.yml b/.github/workflows/run-test-harness.yml
index 4751a14c..f8ad6b7e 100644
--- a/.github/workflows/run-test-harness.yml
+++ b/.github/workflows/run-test-harness.yml
@@ -17,4 +17,4 @@ jobs:
           sdks-to-test: java
           sdk-github-sha: ${{github.event.pull_request.head.sha}}
           github-token: ${{ secrets.TEST_HARNESS_GH_SECRET }}
-
+          sdk-capabilities: '["cloud", "edgeDB", "clientCustomData", "v2Config", "allFeatures", "allVariables", "evalReason", "eventsEvalReason", "cloudEvalReason"]'

From b7009fd34ea8c406d82df297293ec093e1e49221 Mon Sep 17 00:00:00 2001
From: Kaushal Kapasi <kaushal.kapasi@taplytics.com>
Date: Thu, 24 Jul 2025 17:46:08 -0400
Subject: [PATCH 06/12] chore: refactor to ensure Default events before the SDK
 is initialized are tracked correctly

---
 .../sdk/server/common/model/EvalReason.java         | 13 +++++++++----
 .../devcycle/sdk/server/common/model/Variable.java  |  4 ++++
 .../sdk/server/local/api/DevCycleLocalClient.java   |  9 +++++++--
 .../server/local/managers/EventQueueManager.java    | 13 +++++++------
 4 files changed, 27 insertions(+), 12 deletions(-)

diff --git a/src/main/java/com/devcycle/sdk/server/common/model/EvalReason.java b/src/main/java/com/devcycle/sdk/server/common/model/EvalReason.java
index 1265bea6..de6d81b6 100644
--- a/src/main/java/com/devcycle/sdk/server/common/model/EvalReason.java
+++ b/src/main/java/com/devcycle/sdk/server/common/model/EvalReason.java
@@ -17,16 +17,21 @@ public class EvalReason {
     @JsonProperty("reason")
     private String reason;
     
-    @Schema(description = "Details", required = false)
+    @Schema(description = "Details")
     @JsonProperty("details")
     private String details;
 
-    @Schema(description = "Target ID", required = false)
-    @JsonProperty("targetId")
+    @Schema(description = "Target ID")
+    @JsonProperty("target_id")
     private String targetId;
 
+    private EvalReason(String reason, String details) {
+        this.reason = reason;
+        this.details = details;
+    }
+
     public static EvalReason defaultReason(DefaultReasonDetailsEnum details) {
-        return new EvalReason("DEFAULT", details.getValue(), null);
+        return new EvalReason("DEFAULT", details.getValue());
     }
 
     public String getReason() {
diff --git a/src/main/java/com/devcycle/sdk/server/common/model/Variable.java b/src/main/java/com/devcycle/sdk/server/common/model/Variable.java
index d4893f76..f30bdff4 100755
--- a/src/main/java/com/devcycle/sdk/server/common/model/Variable.java
+++ b/src/main/java/com/devcycle/sdk/server/common/model/Variable.java
@@ -33,6 +33,10 @@ public class Variable<T> {
     @Builder.Default
     private Boolean isDefaulted = false;
 
+    @Builder.Default
+    @Deprecated()
+    private String evalReason = null;
+
     @Schema(description = "Evaluation reason")
     private EvalReason eval;
 
diff --git a/src/main/java/com/devcycle/sdk/server/local/api/DevCycleLocalClient.java b/src/main/java/com/devcycle/sdk/server/local/api/DevCycleLocalClient.java
index 3c4744ee..a619c959 100755
--- a/src/main/java/com/devcycle/sdk/server/local/api/DevCycleLocalClient.java
+++ b/src/main/java/com/devcycle/sdk/server/local/api/DevCycleLocalClient.java
@@ -155,12 +155,17 @@ public <T> Variable<T> variable(DevCycleUser user, String key, T defaultValue) {
 
         if (!isInitialized()) {
             DevCycleLogger.info("Variable called before DevCycleLocalClient has initialized, returning default value");
+            defaultVariable.setEval(EvalReason.defaultReason(EvalReason.DefaultReasonDetailsEnum.MISSING_CONFIG));
             try {
-                eventQueueManager.queueAggregateEvent(DevCycleEvent.builder().type("aggVariableDefaulted").target(key).build(), null);
+                eventQueueManager.queueAggregateEvent(DevCycleEvent.builder()
+                    .type("aggVariableDefaulted")
+                    .target(key)
+                    .metaData(Map.of("evalReason", defaultVariable.getEval().getReason()))
+                    .build(),
+                null);
             } catch (Exception e) {
                 DevCycleLogger.error("Unable to parse aggVariableDefaulted event for Variable " + key + " due to error: " + e, e);
             }
-            defaultVariable.setEval(EvalReason.defaultReason(EvalReason.DefaultReasonDetailsEnum.MISSING_CONFIG));
             return defaultVariable;
         }
 
diff --git a/src/main/java/com/devcycle/sdk/server/local/managers/EventQueueManager.java b/src/main/java/com/devcycle/sdk/server/local/managers/EventQueueManager.java
index a26440b0..ef323948 100644
--- a/src/main/java/com/devcycle/sdk/server/local/managers/EventQueueManager.java
+++ b/src/main/java/com/devcycle/sdk/server/local/managers/EventQueueManager.java
@@ -1,5 +1,11 @@
 package com.devcycle.sdk.server.local.managers;
 
+import java.io.IOException;
+import java.util.Arrays;
+import java.util.concurrent.Executors;
+import java.util.concurrent.ScheduledExecutorService;
+import java.util.concurrent.TimeUnit;
+
 import com.devcycle.sdk.server.common.api.IDevCycleApi;
 import com.devcycle.sdk.server.common.logging.DevCycleLogger;
 import com.devcycle.sdk.server.common.model.DevCycleEvent;
@@ -13,15 +19,10 @@
 import com.devcycle.sdk.server.local.model.FlushPayload;
 import com.fasterxml.jackson.annotation.JsonInclude;
 import com.fasterxml.jackson.databind.ObjectMapper;
+
 import retrofit2.Call;
 import retrofit2.Response;
 
-import java.io.IOException;
-import java.util.Arrays;
-import java.util.concurrent.Executors;
-import java.util.concurrent.ScheduledExecutorService;
-import java.util.concurrent.TimeUnit;
-
 public class EventQueueManager {
 
     private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();

From 4165d15ed1e81131c03a64f6245a63d9e6ba6e97 Mon Sep 17 00:00:00 2001
From: Kaushal Kapasi <kaushal.kapasi@taplytics.com>
Date: Thu, 24 Jul 2025 18:24:35 -0400
Subject: [PATCH 07/12] fix: properly set variable type mismatch as eval
 details on Cloud Bucketing Client

---
 .../devcycle/sdk/server/cloud/api/DevCycleCloudClient.java | 7 ++++++-
 .../com/devcycle/sdk/server/common/model/EvalReason.java   | 4 +++-
 .../sdk/server/local/managers/EventQueueManager.java       | 7 +++++--
 3 files changed, 14 insertions(+), 4 deletions(-)

diff --git a/src/main/java/com/devcycle/sdk/server/cloud/api/DevCycleCloudClient.java b/src/main/java/com/devcycle/sdk/server/cloud/api/DevCycleCloudClient.java
index e05737f3..d2d42207 100755
--- a/src/main/java/com/devcycle/sdk/server/cloud/api/DevCycleCloudClient.java
+++ b/src/main/java/com/devcycle/sdk/server/cloud/api/DevCycleCloudClient.java
@@ -162,7 +162,12 @@ public <T> Variable<T> variable(DevCycleUser user, String key, T defaultValue) {
                         .defaultValue(defaultValue)
                         .isDefaulted(true)
                         .build();
-                variable.setEval(EvalReason.defaultReason(EvalReason.DefaultReasonDetailsEnum.USER_NOT_TARGETED));
+
+                if (exception.getMessage().equals("Variable type mismatch, returning default value")) {
+                    variable.setEval(EvalReason.defaultReason(EvalReason.DefaultReasonDetailsEnum.VARIABLE_TYPE_MISMATCH));
+                } else {
+                    variable.setEval(EvalReason.defaultReason(EvalReason.DefaultReasonDetailsEnum.USER_NOT_TARGETED));
+                }
             }
 
             evalHooksRunner.executeError(reversedHooks, context, exception);
diff --git a/src/main/java/com/devcycle/sdk/server/common/model/EvalReason.java b/src/main/java/com/devcycle/sdk/server/common/model/EvalReason.java
index de6d81b6..1a0cad3f 100644
--- a/src/main/java/com/devcycle/sdk/server/common/model/EvalReason.java
+++ b/src/main/java/com/devcycle/sdk/server/common/model/EvalReason.java
@@ -1,6 +1,7 @@
 package com.devcycle.sdk.server.common.model;
 
 import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
+import com.fasterxml.jackson.annotation.JsonInclude;
 import com.fasterxml.jackson.annotation.JsonProperty;
 
 import io.swagger.v3.oas.annotations.media.Schema;
@@ -23,6 +24,7 @@ public class EvalReason {
 
     @Schema(description = "Target ID")
     @JsonProperty("target_id")
+    @JsonInclude(value=JsonInclude.Include.NON_EMPTY, content=JsonInclude.Include.NON_NULL)
     private String targetId;
 
     private EvalReason(String reason, String details) {
@@ -41,7 +43,7 @@ public String getReason() {
     public enum DefaultReasonDetailsEnum {
         MISSING_CONFIG("Missing Config"),
         USER_NOT_TARGETED("User Not Targeted"),
-        VARIABLE_TYPE_MISMATCH("Type Mismatch"),
+        VARIABLE_TYPE_MISMATCH("Variable Type Mismatch"),
         ERROR("Error");
 
         private final String value;
diff --git a/src/main/java/com/devcycle/sdk/server/local/managers/EventQueueManager.java b/src/main/java/com/devcycle/sdk/server/local/managers/EventQueueManager.java
index ef323948..59f2089d 100644
--- a/src/main/java/com/devcycle/sdk/server/local/managers/EventQueueManager.java
+++ b/src/main/java/com/devcycle/sdk/server/local/managers/EventQueueManager.java
@@ -116,10 +116,13 @@ public void queueAggregateEvent(DevCycleEvent event, BucketedUserConfig bucketed
             return;
         }
 
+        String eventString = OBJECT_MAPPER.writeValueAsString(event);
+
         if (bucketedConfig != null) {
-            this.localBucketing.queueAggregateEvent(this.sdkKey, OBJECT_MAPPER.writeValueAsString(event), OBJECT_MAPPER.writeValueAsString(bucketedConfig.variableVariationMap));
+            String variableVariationMapString = OBJECT_MAPPER.writeValueAsString(bucketedConfig.variableVariationMap);
+            this.localBucketing.queueAggregateEvent(this.sdkKey, eventString, variableVariationMapString);
         } else {
-            this.localBucketing.queueAggregateEvent(this.sdkKey, OBJECT_MAPPER.writeValueAsString(event), "{}");
+            this.localBucketing.queueAggregateEvent(this.sdkKey, eventString, "{}");
         }
     }
 

From c3f575a86d65ac95dd0b0e5c86e26066734cb8bc Mon Sep 17 00:00:00 2001
From: Kaushal Kapasi <kaushal.kapasi@taplytics.com>
Date: Thu, 24 Jul 2025 18:43:30 -0400
Subject: [PATCH 08/12] feat: adds support for allVariables calls to return
 eval reasons

---
 .../server/cloud/api/DevCycleCloudClient.java |  2 +-
 .../sdk/server/common/model/BaseVariable.java |  4 +++
 .../server/cloud/DevCycleCloudClientTest.java | 36 +++++++++++++++++++
 .../sdk/server/common/api/DVCApiMock.java     | 15 +++++---
 .../sdk/server/helpers/TestResponse.java      | 18 ++++++++--
 5 files changed, 68 insertions(+), 7 deletions(-)

diff --git a/src/main/java/com/devcycle/sdk/server/cloud/api/DevCycleCloudClient.java b/src/main/java/com/devcycle/sdk/server/cloud/api/DevCycleCloudClient.java
index d2d42207..1dd7ba5b 100755
--- a/src/main/java/com/devcycle/sdk/server/cloud/api/DevCycleCloudClient.java
+++ b/src/main/java/com/devcycle/sdk/server/cloud/api/DevCycleCloudClient.java
@@ -166,7 +166,7 @@ public <T> Variable<T> variable(DevCycleUser user, String key, T defaultValue) {
                 if (exception.getMessage().equals("Variable type mismatch, returning default value")) {
                     variable.setEval(EvalReason.defaultReason(EvalReason.DefaultReasonDetailsEnum.VARIABLE_TYPE_MISMATCH));
                 } else {
-                    variable.setEval(EvalReason.defaultReason(EvalReason.DefaultReasonDetailsEnum.USER_NOT_TARGETED));
+                    variable.setEval(EvalReason.defaultReason(EvalReason.DefaultReasonDetailsEnum.ERROR));
                 }
             }
 
diff --git a/src/main/java/com/devcycle/sdk/server/common/model/BaseVariable.java b/src/main/java/com/devcycle/sdk/server/common/model/BaseVariable.java
index 1c0055c2..43628052 100644
--- a/src/main/java/com/devcycle/sdk/server/common/model/BaseVariable.java
+++ b/src/main/java/com/devcycle/sdk/server/common/model/BaseVariable.java
@@ -3,6 +3,7 @@
 import com.devcycle.sdk.server.common.model.Variable.TypeEnum;
 import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
 import com.fasterxml.jackson.annotation.JsonProperty;
+
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.AllArgsConstructor;
 import lombok.Builder;
@@ -27,4 +28,7 @@ public class BaseVariable {
 
     @Schema(required = true, description = "Variable value can be a string, number, boolean, or JSON")
     private Object value;
+
+    @Schema(description = "Evaluation reason")
+    private EvalReason eval;
 }
diff --git a/src/test/java/com/devcycle/sdk/server/cloud/DevCycleCloudClientTest.java b/src/test/java/com/devcycle/sdk/server/cloud/DevCycleCloudClientTest.java
index 12624873..bb51ad34 100755
--- a/src/test/java/com/devcycle/sdk/server/cloud/DevCycleCloudClientTest.java
+++ b/src/test/java/com/devcycle/sdk/server/cloud/DevCycleCloudClientTest.java
@@ -111,6 +111,34 @@ public void getVariableByKeyTest() {
         }
     }
 
+    @Test
+    public void getVariableTypeMismatchTest() {
+        DevCycleUser user = DevCycleUser.builder()
+                .userId("j_test")
+                .build();
+
+        String key = "type-mismatch";
+
+        when(apiInterface.getVariableByKey(user, key, dvcOptions.getEnableEdgeDB())).thenReturn(dvcApiMock.getVariableByKey(user, key, dvcOptions.getEnableEdgeDB()));
+
+        Variable<Boolean> variable;
+        try {
+            variable = api.variable(user, key, true);
+
+            assertUserDefaultsCorrect(user);
+
+            Assert.assertTrue(variable.getValue());
+            Assert.assertTrue(variable.getIsDefaulted());
+
+            EvalReason varEval = variable.getEval();
+            Assert.assertEquals("DEFAULT", varEval.getReason());
+            Assert.assertEquals("Variable Type Mismatch", varEval.getDetails());
+            Assert.assertNull(varEval.getTargetId());
+        } catch (IllegalArgumentException e) {
+            e.printStackTrace();
+        }
+    }
+
     @Test
     public void getVariableValueByKeyTest() {
         DevCycleUser user = DevCycleUser.builder()
@@ -145,6 +173,14 @@ public void getVariablesTest() throws DevCycleException {
         assertUserDefaultsCorrect(user);
 
         Assert.assertNotNull(variables);
+        Assert.assertEquals(4, variables.size());
+        BaseVariable testNumber = variables.get("test-number");
+        Assert.assertNotNull(testNumber);
+        Assert.assertEquals(100, (int) testNumber.getValue());
+        Assert.assertEquals(Variable.TypeEnum.NUMBER, testNumber.getType());
+        Assert.assertEquals("SPLIT", testNumber.getEval().getReason());
+        Assert.assertEquals("Random Distribution | User Id", testNumber.getEval().getDetails());
+        Assert.assertEquals("test_cloud_target_id", testNumber.getEval().getTargetId());
     }
 
     @Test
diff --git a/src/test/java/com/devcycle/sdk/server/common/api/DVCApiMock.java b/src/test/java/com/devcycle/sdk/server/common/api/DVCApiMock.java
index d866c255..244e4a8d 100644
--- a/src/test/java/com/devcycle/sdk/server/common/api/DVCApiMock.java
+++ b/src/test/java/com/devcycle/sdk/server/common/api/DVCApiMock.java
@@ -1,11 +1,18 @@
 package com.devcycle.sdk.server.common.api;
 
-import com.devcycle.sdk.server.common.model.*;
+import java.util.Map;
+
+import com.devcycle.sdk.server.common.model.BaseVariable;
+import com.devcycle.sdk.server.common.model.DevCycleResponse;
+import com.devcycle.sdk.server.common.model.DevCycleUser;
+import com.devcycle.sdk.server.common.model.DevCycleUserAndEvents;
+import com.devcycle.sdk.server.common.model.Feature;
+import com.devcycle.sdk.server.common.model.ProjectConfig;
+import com.devcycle.sdk.server.common.model.Variable;
 import com.devcycle.sdk.server.helpers.TestResponse;
 import com.devcycle.sdk.server.local.model.EventsBatch;
-import retrofit2.Call;
 
-import java.util.Map;
+import retrofit2.Call;
 
 public class DVCApiMock implements IDevCycleApi {
 
@@ -16,7 +23,7 @@ public Call<Map<String, Feature>> getFeatures(DevCycleUser user, Boolean enabled
 
     @Override
     public Call<Variable> getVariableByKey(DevCycleUser user, String key, Boolean enabledEdgeDB) {
-        return TestResponse.getVariableByKey();
+        return TestResponse.getVariableByKey(key);
     }
 
     @Override
diff --git a/src/test/java/com/devcycle/sdk/server/helpers/TestResponse.java b/src/test/java/com/devcycle/sdk/server/helpers/TestResponse.java
index 42e819e9..6cdc3cb9 100644
--- a/src/test/java/com/devcycle/sdk/server/helpers/TestResponse.java
+++ b/src/test/java/com/devcycle/sdk/server/helpers/TestResponse.java
@@ -57,37 +57,51 @@ public static Call<Map<String, BaseVariable>> getVariables() {
                 .key("test-false")
                 .value(false)
                 .type(Variable.TypeEnum.BOOLEAN)
+                .eval(new EvalReason("SPLIT", "Random Distribution | User Id", "test_cloud_target_id"))
                 .build());
         variables.put("test-true", BaseVariable.builder()
                 .id(UUID.randomUUID().toString())
                 .key("test-true")
                 .value(true)
                 .type(Variable.TypeEnum.BOOLEAN)
+                .eval(new EvalReason("SPLIT", "Random Distribution | User Id", "test_cloud_target_id"))
                 .build());
         variables.put("test-number", BaseVariable.builder()
                 .id(UUID.randomUUID().toString())
                 .key("test-number")
                 .value(100)
                 .type(Variable.TypeEnum.NUMBER)
+                .eval(new EvalReason("SPLIT", "Random Distribution | User Id", "test_cloud_target_id"))
                 .build());
         variables.put("test-json", BaseVariable.builder()
                 .id(UUID.randomUUID().toString())
                 .key("test-json")
                 .value("{'some':'json''}")
                 .type(Variable.TypeEnum.JSON)
+                .eval(new EvalReason("SPLIT", "Random Distribution | User Id", "test_cloud_target_id"))
                 .build());
 
         return Calls.response(variables);
     }
 
     @SuppressWarnings("unchecked")
-    public static <T> Call<Variable> getVariableByKey() {
-        Variable<T> variable = (Variable<T>) Variable.builder()
+    public static <T> Call<Variable> getVariableByKey(String key) {
+        Variable<T> variable = null;
+        if (key.equals("type-mismatch")) {
+            variable = (Variable<T>) Variable.builder()
+                .key("type-mismatch")
+                .value(100)
+                .type(Variable.TypeEnum.NUMBER)
+                .eval(new EvalReason("TARGETING_MATCH", "All Users", "test_cloud_target_id"))
+                .build();
+        } else {
+                variable = (Variable<T>) Variable.builder()
                 .key("test-false")
                 .value(false)
                 .type(Variable.TypeEnum.BOOLEAN)
                 .eval(new EvalReason("TARGETING_MATCH", "All Users", "test_cloud_target_id"))
                 .build();
+        }
 
         return Calls.response(variable);
     }

From 13aa4f705010c775a9e6aca3d81aa345d227f195 Mon Sep 17 00:00:00 2001
From: Kaushal Kapasi <kaushal.kapasi@taplytics.com>
Date: Fri, 25 Jul 2025 13:09:06 -0400
Subject: [PATCH 09/12] chore: simplify error reasons to use ErrorMessage enum

---
 .../server/cloud/api/DevCycleCloudClient.java | 16 +++++++---------
 .../server/common/model/ErrorResponse.java    | 19 +++++++++++++++++++
 .../server/local/api/DevCycleLocalClient.java | 11 ++++++-----
 3 files changed, 32 insertions(+), 14 deletions(-)

diff --git a/src/main/java/com/devcycle/sdk/server/cloud/api/DevCycleCloudClient.java b/src/main/java/com/devcycle/sdk/server/cloud/api/DevCycleCloudClient.java
index 1dd7ba5b..6ae551e8 100755
--- a/src/main/java/com/devcycle/sdk/server/cloud/api/DevCycleCloudClient.java
+++ b/src/main/java/com/devcycle/sdk/server/cloud/api/DevCycleCloudClient.java
@@ -117,13 +117,11 @@ public <T> Variable<T> variable(DevCycleUser user, String key, T defaultValue) {
         validateUser(user);
 
         if (key == null || key.equals("")) {
-            ErrorResponse errorResponse = new ErrorResponse(500, "Missing parameter: key", null);
-            throw new IllegalArgumentException("Missing parameter: key");
+            throw new IllegalArgumentException(ErrorResponse.ErrorMessage.MISSING_PARAMETER.getMessage("key"));
         }
 
         if (defaultValue == null) {
-            ErrorResponse errorResponse = new ErrorResponse(500, "Missing parameter: defaultValue", null);
-            throw new IllegalArgumentException("Missing parameter: defaultValue");
+            throw new IllegalArgumentException(ErrorResponse.ErrorMessage.MISSING_PARAMETER.getMessage("defaultValue"));
         }
 
         TypeEnum variableType = TypeEnum.fromClass(defaultValue.getClass());
@@ -145,7 +143,7 @@ public <T> Variable<T> variable(DevCycleUser user, String key, T defaultValue) {
             Call<Variable> response = api.getVariableByKey(user, key, dvcOptions.getEnableEdgeDB());
             variable = getResponseWithRetries(response, 5);
             if (variable.getType() != variableType) {
-                throw new IllegalArgumentException("Variable type mismatch, returning default value");
+                throw new IllegalArgumentException(ErrorResponse.ErrorMessage.VARIABLE_TYPE_MISMATCH.getMessage());
             }
             if (beforeError != null) {
                 throw beforeError;
@@ -163,7 +161,7 @@ public <T> Variable<T> variable(DevCycleUser user, String key, T defaultValue) {
                         .isDefaulted(true)
                         .build();
 
-                if (exception.getMessage().equals("Variable type mismatch, returning default value")) {
+                if (exception.getMessage().equals(ErrorResponse.ErrorMessage.VARIABLE_TYPE_MISMATCH.getMessage())) {
                     variable.setEval(EvalReason.defaultReason(EvalReason.DefaultReasonDetailsEnum.VARIABLE_TYPE_MISMATCH));
                 } else {
                     variable.setEval(EvalReason.defaultReason(EvalReason.DefaultReasonDetailsEnum.ERROR));
@@ -227,7 +225,7 @@ public void track(DevCycleUser user, DevCycleEvent event) throws DevCycleExcepti
         validateUser(user);
 
         if (event == null || event.getType() == null || event.getType().equals("")) {
-            throw new IllegalArgumentException("Invalid DevCycleEvent");
+            throw new IllegalArgumentException(ErrorResponse.ErrorMessage.INVALID_EVENT.getMessage());
         }
 
         DevCycleUserAndEvents userAndEvents = DevCycleUserAndEvents.builder()
@@ -338,10 +336,10 @@ private boolean isValidServerKey(String serverKey) {
 
     private void validateUser(DevCycleUser user) {
         if (user == null) {
-            throw new IllegalArgumentException("DevCycleUser cannot be null");
+            throw new IllegalArgumentException(ErrorResponse.ErrorMessage.NULL_USER.getMessage());
         }
         if (user.getUserId().equals("")) {
-            throw new IllegalArgumentException("userId cannot be empty");
+            throw new IllegalArgumentException(ErrorResponse.ErrorMessage.USER_ID_MISSING.getMessage());
         }
     }
 }
diff --git a/src/main/java/com/devcycle/sdk/server/common/model/ErrorResponse.java b/src/main/java/com/devcycle/sdk/server/common/model/ErrorResponse.java
index 24234421..0162f89c 100755
--- a/src/main/java/com/devcycle/sdk/server/common/model/ErrorResponse.java
+++ b/src/main/java/com/devcycle/sdk/server/common/model/ErrorResponse.java
@@ -13,6 +13,7 @@
 package com.devcycle.sdk.server.common.model;
 
 import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
+
 import io.swagger.v3.oas.annotations.media.Schema;
 import lombok.AllArgsConstructor;
 import lombok.Builder;
@@ -33,4 +34,22 @@ public class ErrorResponse {
 
     @Schema(description = "Additional error information detailing the error reasoning")
     private Object data;
+
+    public enum ErrorMessage {
+        MISSING_PARAMETER("Missing parameter: %s"),
+        NULL_USER("DevCycleUser cannot be null"),
+        USER_ID_MISSING("userId cannot be empty"),
+        INVALID_EVENT("Invalid DevCycleEvent"),
+        VARIABLE_TYPE_MISMATCH("Variable type mismatch, returning default value");
+
+        private final String message;
+
+        ErrorMessage(String message) {
+            this.message = message;
+        }
+
+        public String getMessage(String... args) {
+            return String.format(message, args);
+        }
+    }
 }
diff --git a/src/main/java/com/devcycle/sdk/server/local/api/DevCycleLocalClient.java b/src/main/java/com/devcycle/sdk/server/local/api/DevCycleLocalClient.java
index a619c959..377bcd71 100755
--- a/src/main/java/com/devcycle/sdk/server/local/api/DevCycleLocalClient.java
+++ b/src/main/java/com/devcycle/sdk/server/local/api/DevCycleLocalClient.java
@@ -12,6 +12,7 @@
 import com.devcycle.sdk.server.common.model.BaseVariable;
 import com.devcycle.sdk.server.common.model.DevCycleEvent;
 import com.devcycle.sdk.server.common.model.DevCycleUser;
+import com.devcycle.sdk.server.common.model.ErrorResponse;
 import com.devcycle.sdk.server.common.model.EvalHook;
 import com.devcycle.sdk.server.common.model.EvalHooksRunner;
 import com.devcycle.sdk.server.common.model.EvalReason;
@@ -137,11 +138,11 @@ public <T> Variable<T> variable(DevCycleUser user, String key, T defaultValue) {
         validateUser(user);
 
         if (key == null || key.equals("")) {
-            throw new IllegalArgumentException("Missing parameter: key");
+            throw new IllegalArgumentException(ErrorResponse.ErrorMessage.MISSING_PARAMETER.getMessage("key"));
         }
 
         if (defaultValue == null) {
-            throw new IllegalArgumentException("Missing parameter: defaultValue");
+            throw new IllegalArgumentException(ErrorResponse.ErrorMessage.MISSING_PARAMETER.getMessage("defaultValue"));
         }
 
         TypeEnum variableType = TypeEnum.fromClass(defaultValue.getClass());
@@ -266,7 +267,7 @@ public void track(DevCycleUser user, DevCycleEvent event) {
         validateUser(user);
 
         if (event == null || event.getType().equals("")) {
-            throw new IllegalArgumentException("Invalid DevCycleEvent");
+            throw new IllegalArgumentException(ErrorResponse.ErrorMessage.INVALID_EVENT.getMessage());
         }
 
         try {
@@ -347,10 +348,10 @@ public String getSDKPlatform() {
 
     private void validateUser(DevCycleUser user) {
         if (user == null) {
-            throw new IllegalArgumentException("DevCycleUser cannot be null");
+            throw new IllegalArgumentException(ErrorResponse.ErrorMessage.NULL_USER.getMessage());
         }
         if (user.getUserId().equals("")) {
-            throw new IllegalArgumentException("userId cannot be empty");
+            throw new IllegalArgumentException(ErrorResponse.ErrorMessage.USER_ID_MISSING.getMessage());
         }
     }
 

From 9755b9fbf15ff6979a91c22b24e8f241eba8def7 Mon Sep 17 00:00:00 2001
From: Kaushal Kapasi <kaushal.kapasi@taplytics.com>
Date: Fri, 25 Jul 2025 14:54:15 -0400
Subject: [PATCH 10/12] chore: add _feature to Variable protos for
 encoding/decoding from WASM Bucketing

---
 .github/workflows/run-test-harness.yml     | 3 +--
 src/main/proto/variableForUserParams.proto | 1 +
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/run-test-harness.yml b/.github/workflows/run-test-harness.yml
index f8ad6b7e..3b087340 100644
--- a/.github/workflows/run-test-harness.yml
+++ b/.github/workflows/run-test-harness.yml
@@ -16,5 +16,4 @@ jobs:
         with:
           sdks-to-test: java
           sdk-github-sha: ${{github.event.pull_request.head.sha}}
-          github-token: ${{ secrets.TEST_HARNESS_GH_SECRET }}
-          sdk-capabilities: '["cloud", "edgeDB", "clientCustomData", "v2Config", "allFeatures", "allVariables", "evalReason", "eventsEvalReason", "cloudEvalReason"]'
+          sdk-capabilities: '{ "Java": ["cloud", "edgeDB", "clientCustomData", "v2Config", "allVariables", "allFeatures", "variablesFeatureId", "evalReason", "cloudEvalReason", "eventsEvalReason"]}'
diff --git a/src/main/proto/variableForUserParams.proto b/src/main/proto/variableForUserParams.proto
index abb5e321..e79b9036 100644
--- a/src/main/proto/variableForUserParams.proto
+++ b/src/main/proto/variableForUserParams.proto
@@ -70,6 +70,7 @@ message SDKVariable_PB {
   double doubleValue = 5;
   string stringValue = 6;
   NullableString evalReason = 7;
+  NullableString _feature = 8; 
   EvalReason_PB eval = 9;
 }
 

From 324a69403813df6b776cc9d3df01fa664cff831a Mon Sep 17 00:00:00 2001
From: Kaushal Kapasi <kaushal.kapasi@taplytics.com>
Date: Fri, 25 Jul 2025 16:45:39 -0400
Subject: [PATCH 11/12] chore: add featureId as property on BaseVariable

---
 .../com/devcycle/sdk/server/common/model/BaseVariable.java   | 4 ++++
 .../devcycle/sdk/server/cloud/DevCycleCloudClientTest.java   | 3 ++-
 .../java/com/devcycle/sdk/server/helpers/TestResponse.java   | 4 ++++
 .../devcycle/sdk/server/local/DevCycleLocalClientTest.java   | 5 +++++
 4 files changed, 15 insertions(+), 1 deletion(-)

diff --git a/src/main/java/com/devcycle/sdk/server/common/model/BaseVariable.java b/src/main/java/com/devcycle/sdk/server/common/model/BaseVariable.java
index 43628052..d9303a3f 100644
--- a/src/main/java/com/devcycle/sdk/server/common/model/BaseVariable.java
+++ b/src/main/java/com/devcycle/sdk/server/common/model/BaseVariable.java
@@ -31,4 +31,8 @@ public class BaseVariable {
 
     @Schema(description = "Evaluation reason")
     private EvalReason eval;
+
+    @Schema(description = "Feature ID")
+    @JsonProperty("_feature")
+    private String featureId;
 }
diff --git a/src/test/java/com/devcycle/sdk/server/cloud/DevCycleCloudClientTest.java b/src/test/java/com/devcycle/sdk/server/cloud/DevCycleCloudClientTest.java
index bb51ad34..7434d01d 100755
--- a/src/test/java/com/devcycle/sdk/server/cloud/DevCycleCloudClientTest.java
+++ b/src/test/java/com/devcycle/sdk/server/cloud/DevCycleCloudClientTest.java
@@ -161,7 +161,7 @@ public void getVariableValueByKeyTest() {
     }
 
     @Test
-    public void getVariablesTest() throws DevCycleException {
+    public void allVariablesTest() throws DevCycleException {
         DevCycleUser user = DevCycleUser.builder()
                 .userId("j_test")
                 .build();
@@ -177,6 +177,7 @@ public void getVariablesTest() throws DevCycleException {
         BaseVariable testNumber = variables.get("test-number");
         Assert.assertNotNull(testNumber);
         Assert.assertEquals(100, (int) testNumber.getValue());
+        Assert.assertEquals("62fbf6566f1ba302829f9e32", testNumber.getFeatureId());
         Assert.assertEquals(Variable.TypeEnum.NUMBER, testNumber.getType());
         Assert.assertEquals("SPLIT", testNumber.getEval().getReason());
         Assert.assertEquals("Random Distribution | User Id", testNumber.getEval().getDetails());
diff --git a/src/test/java/com/devcycle/sdk/server/helpers/TestResponse.java b/src/test/java/com/devcycle/sdk/server/helpers/TestResponse.java
index 6cdc3cb9..05adbdc5 100644
--- a/src/test/java/com/devcycle/sdk/server/helpers/TestResponse.java
+++ b/src/test/java/com/devcycle/sdk/server/helpers/TestResponse.java
@@ -58,6 +58,7 @@ public static Call<Map<String, BaseVariable>> getVariables() {
                 .value(false)
                 .type(Variable.TypeEnum.BOOLEAN)
                 .eval(new EvalReason("SPLIT", "Random Distribution | User Id", "test_cloud_target_id"))
+                .featureId("62fbf6566f1ba302829f9e32")
                 .build());
         variables.put("test-true", BaseVariable.builder()
                 .id(UUID.randomUUID().toString())
@@ -65,6 +66,7 @@ public static Call<Map<String, BaseVariable>> getVariables() {
                 .value(true)
                 .type(Variable.TypeEnum.BOOLEAN)
                 .eval(new EvalReason("SPLIT", "Random Distribution | User Id", "test_cloud_target_id"))
+                .featureId("62fbf6566f1ba302829f9e32")
                 .build());
         variables.put("test-number", BaseVariable.builder()
                 .id(UUID.randomUUID().toString())
@@ -72,6 +74,7 @@ public static Call<Map<String, BaseVariable>> getVariables() {
                 .value(100)
                 .type(Variable.TypeEnum.NUMBER)
                 .eval(new EvalReason("SPLIT", "Random Distribution | User Id", "test_cloud_target_id"))
+                .featureId("62fbf6566f1ba302829f9e32")
                 .build());
         variables.put("test-json", BaseVariable.builder()
                 .id(UUID.randomUUID().toString())
@@ -79,6 +82,7 @@ public static Call<Map<String, BaseVariable>> getVariables() {
                 .value("{'some':'json''}")
                 .type(Variable.TypeEnum.JSON)
                 .eval(new EvalReason("SPLIT", "Random Distribution | User Id", "test_cloud_target_id"))
+                .featureId("62fbf6566f1ba302829f9e32")
                 .build());
 
         return Calls.response(variables);
diff --git a/src/test/java/com/devcycle/sdk/server/local/DevCycleLocalClientTest.java b/src/test/java/com/devcycle/sdk/server/local/DevCycleLocalClientTest.java
index e610d325..30156a65 100644
--- a/src/test/java/com/devcycle/sdk/server/local/DevCycleLocalClientTest.java
+++ b/src/test/java/com/devcycle/sdk/server/local/DevCycleLocalClientTest.java
@@ -377,6 +377,11 @@ public void allVariablesTest() {
         Assert.assertEquals(variables.get("num-var").getId(), "65272363125123fca69d3a7d");
         Assert.assertEquals(variables.get("json-var").getId(), "64372363125123fca69d3f7b");
         Assert.assertEquals(variables.size(), 4);
+
+        Assert.assertEquals(variables.get("string-var").getFeatureId(), "62fbf6566f1ba302829f9e32");
+        Assert.assertEquals(variables.get("a-cool-new-feature").getFeatureId(), "62fbf6566f1ba302829f9e32");
+        Assert.assertEquals(variables.get("num-var").getFeatureId(), "62fbf6566f1ba302829f9e32");
+        Assert.assertEquals(variables.get("json-var").getFeatureId(), "62fbf6566f1ba302829f9e32");
     }
 
     @Test

From 9240ce7eb72304ba5a9ce6022d5d3f13e03fcebf Mon Sep 17 00:00:00 2001
From: Kaushal Kapasi <kaushal.kapasi@taplytics.com>
Date: Fri, 25 Jul 2025 20:23:23 -0400
Subject: [PATCH 12/12] fix: update EvalReason class to only parse non_null
 attributes

---
 .../sdk/server/common/api/IDevCycleApi.java   | 21 +++++++++++++++----
 .../sdk/server/common/model/EvalReason.java   |  2 +-
 .../sdk/server/common/model/Variable.java     | 11 ++++++----
 3 files changed, 25 insertions(+), 9 deletions(-)

diff --git a/src/main/java/com/devcycle/sdk/server/common/api/IDevCycleApi.java b/src/main/java/com/devcycle/sdk/server/common/api/IDevCycleApi.java
index bdc2e91f..58d41fec 100755
--- a/src/main/java/com/devcycle/sdk/server/common/api/IDevCycleApi.java
+++ b/src/main/java/com/devcycle/sdk/server/common/api/IDevCycleApi.java
@@ -1,11 +1,24 @@
 package com.devcycle.sdk.server.common.api;
 
-import com.devcycle.sdk.server.common.model.*;
+import java.util.Map;
+
+import com.devcycle.sdk.server.common.model.BaseVariable;
+import com.devcycle.sdk.server.common.model.DevCycleResponse;
+import com.devcycle.sdk.server.common.model.DevCycleUser;
+import com.devcycle.sdk.server.common.model.DevCycleUserAndEvents;
+import com.devcycle.sdk.server.common.model.Feature;
+import com.devcycle.sdk.server.common.model.ProjectConfig;
+import com.devcycle.sdk.server.common.model.Variable;
 import com.devcycle.sdk.server.local.model.EventsBatch;
-import retrofit2.Call;
-import retrofit2.http.*;
 
-import java.util.Map;
+import retrofit2.Call;
+import retrofit2.http.Body;
+import retrofit2.http.GET;
+import retrofit2.http.Header;
+import retrofit2.http.Headers;
+import retrofit2.http.POST;
+import retrofit2.http.Path;
+import retrofit2.http.Query;
 
 public interface IDevCycleApi {
     /**
diff --git a/src/main/java/com/devcycle/sdk/server/common/model/EvalReason.java b/src/main/java/com/devcycle/sdk/server/common/model/EvalReason.java
index 1a0cad3f..e089b127 100644
--- a/src/main/java/com/devcycle/sdk/server/common/model/EvalReason.java
+++ b/src/main/java/com/devcycle/sdk/server/common/model/EvalReason.java
@@ -13,6 +13,7 @@
 @AllArgsConstructor
 @RequiredArgsConstructor
 @JsonIgnoreProperties(ignoreUnknown = true)
+@JsonInclude(JsonInclude.Include.NON_NULL)
 public class EvalReason {
     @Schema(description = "Evaluation reason", required = true)
     @JsonProperty("reason")
@@ -24,7 +25,6 @@ public class EvalReason {
 
     @Schema(description = "Target ID")
     @JsonProperty("target_id")
-    @JsonInclude(value=JsonInclude.Include.NON_EMPTY, content=JsonInclude.Include.NON_NULL)
     private String targetId;
 
     private EvalReason(String reason, String details) {
diff --git a/src/main/java/com/devcycle/sdk/server/common/model/Variable.java b/src/main/java/com/devcycle/sdk/server/common/model/Variable.java
index f30bdff4..a0dabc64 100755
--- a/src/main/java/com/devcycle/sdk/server/common/model/Variable.java
+++ b/src/main/java/com/devcycle/sdk/server/common/model/Variable.java
@@ -3,7 +3,9 @@
 import java.util.HashMap;
 import java.util.LinkedHashMap;
 
+import com.fasterxml.jackson.annotation.JsonIgnore;
 import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
+import com.fasterxml.jackson.annotation.JsonProperty;
 import com.fasterxml.jackson.annotation.JsonValue;
 
 import io.swagger.v3.oas.annotations.media.Schema;
@@ -33,13 +35,14 @@ public class Variable<T> {
     @Builder.Default
     private Boolean isDefaulted = false;
 
-    @Builder.Default
-    @Deprecated()
-    private String evalReason = null;
-
     @Schema(description = "Evaluation reason")
+    @JsonProperty("eval")
     private EvalReason eval;
 
+    @Deprecated()
+    @JsonIgnore
+    private final String evalReason = null;
+
     public enum TypeEnum {
         STRING("String"),
         BOOLEAN("Boolean"),