diff --git a/src/main/java/com/autotune/analyzer/recommendations/engine/RecommendationEngine.java b/src/main/java/com/autotune/analyzer/recommendations/engine/RecommendationEngine.java
index eb098db15..e14556b82 100644
--- a/src/main/java/com/autotune/analyzer/recommendations/engine/RecommendationEngine.java
+++ b/src/main/java/com/autotune/analyzer/recommendations/engine/RecommendationEngine.java
@@ -24,9 +24,7 @@
 import com.autotune.common.data.result.ContainerData;
 import com.autotune.common.data.result.IntervalResults;
 import com.autotune.common.data.result.NamespaceData;
-import com.autotune.common.datasource.DataSourceCollection;
 import com.autotune.common.datasource.DataSourceInfo;
-import com.autotune.common.auth.AuthenticationConfig;
 import com.autotune.common.auth.AuthenticationStrategy;
 import com.autotune.common.auth.AuthenticationStrategyFactory;
 import com.autotune.common.exceptions.DataSourceNotExist;
@@ -46,9 +44,6 @@
 import org.slf4j.LoggerFactory;
 
 import javax.servlet.http.HttpServletResponse;
-import java.io.File;
-import java.io.FileWriter;
-import java.io.IOException;
 import java.lang.reflect.Method;
 import java.net.URLEncoder;
 import java.sql.Timestamp;
@@ -1772,15 +1767,11 @@ private String getResults(Map<String, KruizeObject> mainKruizeExperimentMAP, Kru
             }
         } else if (kruizeObject.getExperiment_usecase_type().isLocal_monitoring()) {
             // get data from the provided datasource in case of local monitoring
-            // fetch the DatasourceInfo object from the DB based on datasource name
-            DataSourceInfo dataSourceInfo = new ExperimentDBService().loadDataSourceFromDBByName(dataSource);
-            // If the DB result is invalid, check the DataSourceCollection
-            if (CommonUtils.isInvalidDataSource(dataSourceInfo)) {
-                dataSourceInfo = DataSourceCollection.getInstance().getDataSourcesCollection().get(dataSource);
-                // If DataSourceCollection is also invalid, return with error
-                if (CommonUtils.isInvalidDataSource(dataSourceInfo)) {
-                    throw new DataSourceNotExist(KruizeConstants.DataSourceConstants.DataSourceErrorMsgs.INVALID_DATASOURCE_INFO);
-                }
+            DataSourceInfo dataSourceInfo;
+            try {
+                dataSourceInfo = CommonUtils.getDataSourceInfo(dataSource);
+            } catch (Exception e) {
+                throw new DataSourceNotExist(e.getMessage());
             }
             // Fetch metrics dynamically from Metric Profile based on the datasource
             fetchMetricsBasedOnProfileAndDatasource(kruizeObject, interval_end_time, intervalStartTime, dataSourceInfo);
diff --git a/src/main/java/com/autotune/analyzer/services/DSMetadataService.java b/src/main/java/com/autotune/analyzer/services/DSMetadataService.java
index 4342ece87..904ada6ad 100644
--- a/src/main/java/com/autotune/analyzer/services/DSMetadataService.java
+++ b/src/main/java/com/autotune/analyzer/services/DSMetadataService.java
@@ -23,7 +23,6 @@
 import com.autotune.analyzer.utils.GsonUTCDateAdapter;
 import com.autotune.common.data.ValidationOutputData;
 import com.autotune.common.data.dataSourceMetadata.DataSourceMetadataInfo;
-import com.autotune.common.datasource.DataSourceCollection;
 import com.autotune.common.datasource.DataSourceInfo;
 import com.autotune.common.datasource.DataSourceManager;
 import com.autotune.common.datasource.DataSourceMetadataValidation;
@@ -116,22 +115,19 @@ protected void doPost(HttpServletRequest request, HttpServletResponse response)
             if (validationOutputData.isSuccess()) {
 
                 String dataSourceName = metadataAPIObject.getDataSourceName();
-                // fetch the DatasourceInfo object from the DB based on datasource name
-                DataSourceInfo datasource = dataSourceManager.fetchDataSourceFromDBByName(dataSourceName);
-                // If the DB result is invalid, check the DataSourceCollection
-                if (CommonUtils.isInvalidDataSource(datasource)) {
-                    datasource = DataSourceCollection.getInstance().getDataSourcesCollection().get(dataSourceName);
-                    // If DataSourceCollection is also invalid, return with error
-                    if (CommonUtils.isInvalidDataSource(datasource)) {
-                        sendErrorResponse(
-                                inputData,
-                                response,
-                                new Exception(AnalyzerErrorConstants.APIErrors.DSMetadataAPI.INVALID_DATASOURCE_NAME_METADATA_EXCPTN),
-                                HttpServletResponse.SC_BAD_REQUEST,
-                                String.format(AnalyzerErrorConstants.APIErrors.DSMetadataAPI.DATASOURCE_METADATA_IMPORT_ERROR_MSG, dataSourceName)
-                        );
-                        return;
-                    }
+                // fetch the DatasourceInfo object based on datasource name
+                DataSourceInfo datasource;
+                try {
+                    datasource = CommonUtils.getDataSourceInfo(dataSourceName);
+                } catch (Exception e) {
+                    sendErrorResponse(
+                            inputData,
+                            response,
+                            new Exception(AnalyzerErrorConstants.APIErrors.DSMetadataAPI.INVALID_DATASOURCE_NAME_METADATA_EXCPTN),
+                            HttpServletResponse.SC_BAD_REQUEST,
+                            String.format(AnalyzerErrorConstants.APIErrors.DSMetadataAPI.DATASOURCE_METADATA_IMPORT_ERROR_MSG, dataSourceName)
+                    );
+                    return;
                 }
 
                 DataSourceMetadataInfo metadataInfo = dataSourceManager.importMetadataFromDataSource(datasource);
diff --git a/src/main/java/com/autotune/common/utils/CommonUtils.java b/src/main/java/com/autotune/common/utils/CommonUtils.java
index b2acf15b5..81cc9ef01 100644
--- a/src/main/java/com/autotune/common/utils/CommonUtils.java
+++ b/src/main/java/com/autotune/common/utils/CommonUtils.java
@@ -16,7 +16,9 @@
 
 package com.autotune.common.utils;
 
+import com.autotune.common.datasource.DataSourceCollection;
 import com.autotune.common.datasource.DataSourceInfo;
+import com.autotune.common.datasource.DataSourceManager;
 import com.autotune.utils.KruizeConstants;
 
 import java.sql.Timestamp;
@@ -294,6 +296,20 @@ public static double getPercentage(double newer, double older) {
         return ((newer - older)/older) * 100;
     }
 
+    public static DataSourceInfo getDataSourceInfo(String dataSourceName) throws Exception {
+        DataSourceManager dataSourceManager = new DataSourceManager();
+        // fetch the datasource from the DB
+        DataSourceInfo datasource = dataSourceManager.fetchDataSourceFromDBByName(dataSourceName);
+        if (isInvalidDataSource(datasource)) {
+            // fetch the datasource from the config
+            datasource = DataSourceCollection.getInstance().getDataSourcesCollection().get(dataSourceName);
+            if (isInvalidDataSource(datasource)) {
+                throw new Exception(KruizeConstants.DataSourceConstants.DataSourceErrorMsgs.INVALID_DATASOURCE_INFO);
+            }
+        }
+        return datasource;
+    }
+
     // Helper method to validate the DataSourceInfo object
     public static boolean isInvalidDataSource(DataSourceInfo datasource) {
         return datasource == null || datasource.getAuthenticationConfig() == null ||