diff --git a/dao/src/main/scala/za/co/absa/enceladus/dao/rest/CrossHostApiCaller.scala b/dao/src/main/scala/za/co/absa/enceladus/dao/rest/CrossHostApiCaller.scala
index fa244d926..8a44119c7 100644
--- a/dao/src/main/scala/za/co/absa/enceladus/dao/rest/CrossHostApiCaller.scala
+++ b/dao/src/main/scala/za/co/absa/enceladus/dao/rest/CrossHostApiCaller.scala
@@ -18,43 +18,75 @@ package za.co.absa.enceladus.dao.rest
 import org.apache.commons.lang.exception.ExceptionUtils
 import org.slf4j.LoggerFactory
 import org.springframework.web.client.{ResourceAccessException, RestClientException}
+import za.co.absa.enceladus.dao.rest.CrossHostApiCaller.logger
 import za.co.absa.enceladus.dao.{DaoException, RetryableException}
 
+import scala.annotation.tailrec
 import scala.util.{Failure, Random, Try}
 
-protected object CrossHostApiCaller {
+object CrossHostApiCaller {
 
-  def apply(apiBaseUrls: List[String]): CrossHostApiCaller = {
-    new CrossHostApiCaller(apiBaseUrls, Random.nextInt(apiBaseUrls.size))
+  private val logger  = LoggerFactory.getLogger(classOf[CrossHostApiCaller])
+
+  final val DefaultUrlsRetryCount: Int = 0
+
+  private def createInstance(apiBaseUrls: Seq[String], urlsRetryCount: Int, startWith: Option[Int]): CrossHostApiCaller = {
+    val maxTryCount: Int = (if (urlsRetryCount < 0) {
+      logger.warn(s"Urls retry count cannot be negative ($urlsRetryCount). Using default number of retries instead ($DefaultUrlsRetryCount).") //scalastyle:ignore maxLineLength
+      DefaultUrlsRetryCount
+    } else {
+      urlsRetryCount
+    }) + 1
+    val currentHostIndex = startWith.getOrElse(Random.nextInt(Math.max(apiBaseUrls.size, 1)))
+    new CrossHostApiCaller(apiBaseUrls.toVector, maxTryCount, currentHostIndex)
   }
 
+  def apply(apiBaseUrls: Seq[String], urlsRetryCount: Int = DefaultUrlsRetryCount, startWith: Option[Int] = None): CrossHostApiCaller = {
+    createInstance(apiBaseUrls, urlsRetryCount, startWith)
+  }
 }
 
-protected class CrossHostApiCaller(apiBaseUrls: List[String], var currentHostIndex: Int) extends ApiCaller {
-  private val logger  = LoggerFactory.getLogger(this.getClass)
+protected class CrossHostApiCaller private(apiBaseUrls: Vector[String], maxTryCount: Int, private var currentHostIndex: Int)
+  extends ApiCaller {
+
+  def baseUrlsCount: Int = apiBaseUrls.size
+
+  def currentBaseUrl: String = apiBaseUrls(currentHostIndex)
+
+  def nextBaseUrl(): String = {
+    currentHostIndex = (currentHostIndex + 1) % baseUrlsCount
+    currentBaseUrl
+  }
 
-  private val maxAttempts = apiBaseUrls.size - 1
 
   def call[T](fn: String => T): T = {
+    def logFailure(error: Throwable, url: String, attemptNumber: Int, nextUrl: Option[String]): Unit = {
+      val rootCause = ExceptionUtils.getRootCauseMessage(error)
+      val switching = nextUrl.map(s => s", switching host to $s").getOrElse("")
+      logger.warn(s"Request failed on host $url (attempt $attemptNumber of $maxTryCount)$switching - $rootCause")
+    }
 
-    def attempt(index: Int, attemptCount: Int = 0): Try[T] = {
-      currentHostIndex = index
-      val currentBaseUrl = apiBaseUrls(index)
-      Try {
-        fn(currentBaseUrl)
+    @tailrec
+    def attempt(url: String, attemptNumber: Int, urlsTried: Int): Try[T] = {
+      val result =Try {
+        fn(url)
       }.recoverWith {
         case e @ (_: ResourceAccessException | _: RestClientException) => Failure(DaoException("Server non-responsive", e))
-      }.recoverWith {
-        case e: RetryableException if attemptCount < maxAttempts =>
-          val nextIndex = (index + 1) % apiBaseUrls.size
-          val nextBaseUrl = apiBaseUrls(nextIndex)
-          val rootCause = ExceptionUtils.getRootCauseMessage(e)
-          logger.warn(s"Request failed on host $currentBaseUrl, switching host to $nextBaseUrl - $rootCause")
-          attempt(nextIndex, attemptCount + 1)
+      }
+      //using match instead of recoverWith to make the function @tailrec
+      result match {
+        case Failure(e: RetryableException) if attemptNumber < maxTryCount =>
+          logFailure(e, url, attemptNumber, None)
+          attempt(url, attemptNumber + 1, urlsTried)
+        case Failure(e: RetryableException) if urlsTried < baseUrlsCount =>
+          val nextUrl = nextBaseUrl()
+          logFailure(e, url, attemptNumber, Option(nextUrl))
+          attempt(nextUrl, 1, urlsTried + 1)
+        case _ => result
       }
     }
 
-    attempt(currentHostIndex).get
+    attempt(currentBaseUrl,1, 1).get
   }
 
 }
diff --git a/dao/src/main/scala/za/co/absa/enceladus/dao/rest/MenasConnectionStringParser.scala b/dao/src/main/scala/za/co/absa/enceladus/dao/rest/MenasConnectionStringParser.scala
index a4787d203..719af163f 100644
--- a/dao/src/main/scala/za/co/absa/enceladus/dao/rest/MenasConnectionStringParser.scala
+++ b/dao/src/main/scala/za/co/absa/enceladus/dao/rest/MenasConnectionStringParser.scala
@@ -29,7 +29,7 @@ object MenasConnectionStringParser {
         .replaceAll("/$", "")
         .replaceAll("/api$", "")
       )
-      .toSet
+      .distinct
       .toList
   }
 
diff --git a/dao/src/main/scala/za/co/absa/enceladus/dao/rest/RestDaoFactory.scala b/dao/src/main/scala/za/co/absa/enceladus/dao/rest/RestDaoFactory.scala
index 51bd04ecf..5edde52d5 100644
--- a/dao/src/main/scala/za/co/absa/enceladus/dao/rest/RestDaoFactory.scala
+++ b/dao/src/main/scala/za/co/absa/enceladus/dao/rest/RestDaoFactory.scala
@@ -16,16 +16,33 @@
 package za.co.absa.enceladus.dao.rest
 
 import za.co.absa.enceladus.dao.auth.MenasCredentials
+import za.co.absa.enceladus.dao.rest.RestDaoFactory.AvailabilitySetup.{Fallback, AvailabilitySetup, RoundRobin}
 
 object RestDaoFactory {
 
+  object AvailabilitySetup extends Enumeration {
+    final type AvailabilitySetup = Value
+
+    final val RoundRobin = Value("roundrobin")
+    final val Fallback = Value("fallback")
+  }
+
+  final val DefaultAvailabilitySetup: AvailabilitySetup = RoundRobin
+
   private val restTemplate = RestTemplateSingleton.instance
 
-  def getInstance(authCredentials: MenasCredentials, apiBaseUrls: List[String]): MenasRestDAO = {
-    val apiCaller = CrossHostApiCaller(apiBaseUrls)
+  def getInstance(authCredentials: MenasCredentials,
+                  apiBaseUrls: List[String],
+                  urlsRetryCount: Option[Int] = None,
+                  menasSetup: AvailabilitySetup = DefaultAvailabilitySetup): MenasRestDAO = {
+    val startsWith = if (menasSetup == Fallback) {
+      Option(0)
+    } else {
+      None
+     }
+    val apiCaller = CrossHostApiCaller(apiBaseUrls, urlsRetryCount.getOrElse(CrossHostApiCaller.DefaultUrlsRetryCount), startsWith)
     val authClient = AuthClient(authCredentials, apiCaller)
     val restClient = new RestClient(authClient, restTemplate)
     new MenasRestDAO(apiCaller, restClient)
   }
-
 }
diff --git a/dao/src/test/resources/mockito-extensions/org.mockito.plugins.MockMaker b/dao/src/test/resources/mockito-extensions/org.mockito.plugins.MockMaker
new file mode 100644
index 000000000..1f0955d45
--- /dev/null
+++ b/dao/src/test/resources/mockito-extensions/org.mockito.plugins.MockMaker
@@ -0,0 +1 @@
+mock-maker-inline
diff --git a/dao/src/test/scala/za/co/absa/enceladus/dao/rest/CrossHostApiCallerSuite.scala b/dao/src/test/scala/za/co/absa/enceladus/dao/rest/CrossHostApiCallerSuite.scala
index 67301e22b..29ae6fc0b 100644
--- a/dao/src/test/scala/za/co/absa/enceladus/dao/rest/CrossHostApiCallerSuite.scala
+++ b/dao/src/test/scala/za/co/absa/enceladus/dao/rest/CrossHostApiCallerSuite.scala
@@ -17,6 +17,7 @@ package za.co.absa.enceladus.dao.rest
 
 import org.mockito.Mockito
 import org.springframework.web.client.ResourceAccessException
+import za.co.absa.enceladus.dao.rest.CrossHostApiCaller.DefaultUrlsRetryCount
 import za.co.absa.enceladus.dao.{DaoException, UnauthorizedException}
 
 class CrossHostApiCallerSuite extends BaseTestSuite {
@@ -27,12 +28,23 @@ class CrossHostApiCallerSuite extends BaseTestSuite {
     Mockito.reset(restClient)
   }
 
+  "CrossHostApiCaller" should {
+    "cycle through urls" in {
+      val crossHostApiCaller = CrossHostApiCaller(Vector("a", "b", "c", "d"), DefaultUrlsRetryCount,  startWith = Some(1))
+      crossHostApiCaller.nextBaseUrl() should be("c")
+      crossHostApiCaller.nextBaseUrl() should be("d")
+      crossHostApiCaller.nextBaseUrl() should be("a")
+      crossHostApiCaller.nextBaseUrl() should be("b")
+      crossHostApiCaller.nextBaseUrl() should be("c")
+    }
+  }
+
   "CrossHostApiCaller::call" should {
     "return the result of the first successful call" when {
       "there are no failures" in {
         Mockito.when(restClient.sendGet[String]("a")).thenReturn("success")
 
-        val result = new CrossHostApiCaller(List("a", "b", "c"), 0).call { str =>
+        val result = CrossHostApiCaller(Vector("a", "b", "c"), DefaultUrlsRetryCount, startWith = Some(0)).call { str =>
           restClient.sendGet[String](str)
         }
 
@@ -42,16 +54,33 @@ class CrossHostApiCallerSuite extends BaseTestSuite {
 
       "only some calls fail with a retryable exception" in {
         Mockito.when(restClient.sendGet[String]("a")).thenThrow(DaoException("Something went wrong A"))
-        Mockito.when(restClient.sendGet[String]("b")).thenReturn("success")
+        Mockito.when(restClient.sendGet[String]("b"))
+          .thenThrow(DaoException("Something went wrong B"))
+          .thenReturn("success")
 
-        val result = new CrossHostApiCaller(List("a", "b", "c"), 0).call { str =>
+        val result = CrossHostApiCaller(Vector("a", "b", "c"), 2, Some(0)).call { str =>
+          restClient.sendGet[String](str)
+        }
+
+        result should be("success")
+        Mockito.verify(restClient, Mockito.times(3)).sendGet[String]("a")
+        Mockito.verify(restClient, Mockito.times(2)).sendGet[String]("b")
+        Mockito.verify(restClient, Mockito.never()).sendGet[String]("c")
+      }
+
+      "despite retry count is negative" in {
+        Mockito.when(restClient.sendGet[String]("a")).thenThrow(DaoException("Something went wrong A"))
+        Mockito.when(restClient.sendGet[String]("b")).thenThrow(DaoException("Something went wrong B"))
+        Mockito.when(restClient.sendGet[String]("c")).thenReturn("success")
+
+        val result = CrossHostApiCaller(Vector("a", "b", "c"), -2, Some(0)).call { str =>
           restClient.sendGet[String](str)
         }
 
         result should be("success")
         Mockito.verify(restClient, Mockito.times(1)).sendGet[String]("a")
         Mockito.verify(restClient, Mockito.times(1)).sendGet[String]("b")
-        Mockito.verify(restClient, Mockito.never()).sendGet[String]("c")
+        Mockito.verify(restClient, Mockito.times(1)).sendGet[String]("c")
       }
     }
 
@@ -62,7 +91,7 @@ class CrossHostApiCallerSuite extends BaseTestSuite {
         Mockito.when(restClient.sendGet[String]("c")).thenThrow(DaoException("Something went wrong C"))
 
         val exception = intercept[DaoException] {
-          new CrossHostApiCaller(List("a", "b", "c"), 0).call { str =>
+          CrossHostApiCaller(Vector("a", "b", "c"), 0, Some(0)).call { str =>
             restClient.sendGet[String](str)
           }
         }
@@ -73,12 +102,29 @@ class CrossHostApiCallerSuite extends BaseTestSuite {
         Mockito.verify(restClient, Mockito.times(1)).sendGet[String]("c")
       }
 
+      "all calls fail with a retryable exception over multiple attempts" in {
+        Mockito.when(restClient.sendGet[String]("a")).thenThrow(DaoException("Something went wrong A"))
+        Mockito.when(restClient.sendGet[String]("b")).thenThrow(DaoException("Something went wrong B"))
+        Mockito.when(restClient.sendGet[String]("c")).thenThrow(DaoException("Something went wrong C"))
+
+        val exception = intercept[DaoException] {
+          CrossHostApiCaller(Vector("a", "b", "c"), 1, Some(0)).call { str =>
+            restClient.sendGet[String](str)
+          }
+        }
+
+        exception.getMessage should be("Something went wrong C")
+        Mockito.verify(restClient, Mockito.times(2)).sendGet[String]("a")
+        Mockito.verify(restClient, Mockito.times(2)).sendGet[String]("b")
+        Mockito.verify(restClient, Mockito.times(2)).sendGet[String]("c")
+      }
+
       "any call fails with a non-retryable exception" in {
         Mockito.when(restClient.sendGet[String]("a")).thenThrow(new ResourceAccessException("Something went wrong A"))
         Mockito.when(restClient.sendGet[String]("b")).thenThrow(UnauthorizedException("Wrong credentials"))
 
         val exception = intercept[UnauthorizedException] {
-          new CrossHostApiCaller(List("a", "b", "c"), 0).call { str =>
+          CrossHostApiCaller(Vector("a", "b", "c"), 0, Some(0)).call { str =>
             restClient.sendGet[String](str)
           }
         }
@@ -89,6 +135,17 @@ class CrossHostApiCallerSuite extends BaseTestSuite {
         Mockito.verify(restClient, Mockito.never()).sendGet[String]("c")
       }
     }
+
+    "fail on not having Urls" when {
+      "none are provided" in {
+        val exception = intercept[IndexOutOfBoundsException] {
+          CrossHostApiCaller(Vector()).call { str =>
+            restClient.sendGet[String](str)
+          }
+        }
+        exception.getMessage should be ("0")
+      }
+    }
   }
 
 }
diff --git a/dao/src/test/scala/za/co/absa/enceladus/dao/rest/MenasConnectionStringParserSuite.scala b/dao/src/test/scala/za/co/absa/enceladus/dao/rest/MenasConnectionStringParserSuite.scala
index 6c41f7bec..fce399bff 100644
--- a/dao/src/test/scala/za/co/absa/enceladus/dao/rest/MenasConnectionStringParserSuite.scala
+++ b/dao/src/test/scala/za/co/absa/enceladus/dao/rest/MenasConnectionStringParserSuite.scala
@@ -202,6 +202,24 @@ class MenasConnectionStringParserSuite extends BaseTestSuite {
         exception.getMessage should be("Malformed Menas connection string")
       }
     }
-  }
 
+    "keep the order of urls" when {
+      val expectedList = List(
+        "http://host1:8080/menas",
+        "http://host2:9000/menas",
+        "http://host3:8080/menas",
+        "http://host4:9000/menas",
+        "http://localhost:8080/menas",
+        "http://localhost:8090/menas"
+      )
+      "they are full fledged urls separated by semicolon" in {
+        val result = MenasConnectionStringParser.parse("http://host1:8080/menas;http://host2:9000/menas;http://host3:8080/menas;http://host4:9000/menas;http://localhost:8080/menas;http://localhost:8090/menas")
+        result should be(expectedList)
+      }
+      "varied hosts separated by comma within one url" in {
+        val result = MenasConnectionStringParser.parse("http://host1:8080,host2:9000,host3:8080,host4:9000,localhost:8080,localhost:8090/menas")
+        result should be(expectedList)
+      }
+    }
+  }
 }
diff --git a/dao/src/test/scala/za/co/absa/enceladus/dao/rest/RestDaoFactorySuite.scala b/dao/src/test/scala/za/co/absa/enceladus/dao/rest/RestDaoFactorySuite.scala
index 5d546150e..e1f2042d2 100644
--- a/dao/src/test/scala/za/co/absa/enceladus/dao/rest/RestDaoFactorySuite.scala
+++ b/dao/src/test/scala/za/co/absa/enceladus/dao/rest/RestDaoFactorySuite.scala
@@ -15,12 +15,15 @@
 
 package za.co.absa.enceladus.dao.rest
 
+import org.mockito.MockitoSugar.withObjectMocked
+import org.mockito.{ArgumentMatchersSugar, Mockito}
 import org.scalatest.matchers.should.Matchers
 import org.scalatest.wordspec.AnyWordSpec
 import za.co.absa.enceladus.dao.UnauthorizedException
 import za.co.absa.enceladus.dao.auth.{InvalidMenasCredentials, MenasKerberosCredentials, MenasPlainCredentials}
+import za.co.absa.enceladus.dao.rest.RestDaoFactory.AvailabilitySetup
 
-class RestDaoFactorySuite extends AnyWordSpec with Matchers {
+class RestDaoFactorySuite extends AnyWordSpec with Matchers with ArgumentMatchersSugar {
 
   private val menasApiBaseUrls = List("http://localhost:8080/menas/api")
 
@@ -47,6 +50,44 @@ class RestDaoFactorySuite extends AnyWordSpec with Matchers {
         exception.getMessage should be("No Menas credentials provided")
       }
     }
+    "properly adjusts the starting URL based on the setup type " when {
+      val fooCrossHostApiCaller = CrossHostApiCaller(Seq.empty)
+      val plainCredentials = MenasPlainCredentials("user", "changeme")
+      "when it's round-robin" in {
+        withObjectMocked[CrossHostApiCaller.type] {
+          Mockito.when(CrossHostApiCaller.apply(any[Seq[String]], any[Int], any[Option[Int]])).thenReturn(fooCrossHostApiCaller)
+          val restDao = RestDaoFactory.getInstance(plainCredentials, menasApiBaseUrls)
+          getAuthClient(restDao.restClient).getClass should be(classOf[LdapAuthClient])
+          Mockito.verify(CrossHostApiCaller, Mockito.times(1)).apply(
+            menasApiBaseUrls,
+            CrossHostApiCaller.DefaultUrlsRetryCount,
+            None)
+        }
+      }
+      "when it's fallback" in {
+        withObjectMocked[CrossHostApiCaller.type] {
+          Mockito.when(CrossHostApiCaller.apply(any[Seq[String]], any[Int], any[Option[Int]])).thenReturn(fooCrossHostApiCaller)
+          val plainCredentials = MenasPlainCredentials("user", "changeme")
+          val restDao = RestDaoFactory.getInstance(plainCredentials, menasApiBaseUrls, None, AvailabilitySetup.Fallback)
+          getAuthClient(restDao.restClient).getClass should be(classOf[LdapAuthClient])
+          Mockito.verify(CrossHostApiCaller, Mockito.times(1)).apply(
+            menasApiBaseUrls,
+            CrossHostApiCaller.DefaultUrlsRetryCount,
+            Option(0))
+        }
+      }
+      "when the setup type is not specified" in {
+        withObjectMocked[CrossHostApiCaller.type] {
+          Mockito.when(CrossHostApiCaller.apply(any[Seq[String]], any[Int], any[Option[Int]])).thenReturn(fooCrossHostApiCaller)
+          val restDao = RestDaoFactory.getInstance(plainCredentials, menasApiBaseUrls)
+          getAuthClient(restDao.restClient).getClass should be(classOf[LdapAuthClient])
+          Mockito.verify(CrossHostApiCaller, Mockito.times(1)).apply(
+            menasApiBaseUrls,
+            CrossHostApiCaller.DefaultUrlsRetryCount,
+            None)
+        }
+      }
+    }
   }
 
   private def getAuthClient(restClient: RestClient): AuthClient = {
@@ -54,5 +95,5 @@ class RestDaoFactorySuite extends AnyWordSpec with Matchers {
     field.setAccessible(true)
     field.get(restClient).asInstanceOf[AuthClient]
   }
-
 }
+
diff --git a/data-model/src/test/scala/za/co/absa/enceladus/model/dataFrameFilter/DataFrameFilterSuite.scala b/data-model/src/test/scala/za/co/absa/enceladus/model/dataFrameFilter/DataFrameFilterSuite.scala
index 5d8a0379a..793070d47 100644
--- a/data-model/src/test/scala/za/co/absa/enceladus/model/dataFrameFilter/DataFrameFilterSuite.scala
+++ b/data-model/src/test/scala/za/co/absa/enceladus/model/dataFrameFilter/DataFrameFilterSuite.scala
@@ -56,7 +56,7 @@ class DataFrameFilterSuite extends AnyFunSuite {
     assert(filterExpr2.semanticEquals(expected))
   }
 
-  test("Three filters joined with an and condidion") {
+  test("Three filters joined with an and condition") {
     val f1 = DiffersFilter("column1", "v1")
     val f2 = DiffersFilter("column2", "v2")
     val f3 = DiffersFilter("column3", "v3")
diff --git a/menas/ui/components/dataset/conformanceRule/ConformanceRuleDialog.js b/menas/ui/components/dataset/conformanceRule/ConformanceRuleDialog.js
index 53a97f6a2..9d640688a 100644
--- a/menas/ui/components/dataset/conformanceRule/ConformanceRuleDialog.js
+++ b/menas/ui/components/dataset/conformanceRule/ConformanceRuleDialog.js
@@ -29,6 +29,9 @@ class ConformanceRuleDialog {
     this._ruleForms = new ConformanceRuleFormRepository(this);
     this._rules = this._ruleForms.all;
 
+    this._schemaService = new SchemaService(this.model, eventBus);
+    this.filterEdit = new FilterEdit(sap.ui.getCore(), "MappingConformanceRule--", this._schemaService);
+
     this.model.setProperty("/rules", this.rules);
     this.model.setProperty("/dataTypes", this._ruleForms.byType("CastingConformanceRule").dataTypes);
   }
@@ -105,6 +108,13 @@ class ConformanceRuleDialog {
     let newRule = $.extend(true, {}, this.model.getProperty("/newRule"));
     this.beforeSubmitChanges(newRule);
     this.resetRuleValidation();
+
+    newRule.hasValidFilter = true; // default for non-MappingConformanceRules
+    if (newRule._t === "MappingConformanceRule") {
+      const validFilter = this.filterEdit.validateFilterData();
+      newRule.hasValidFilter = validFilter;
+    }
+
     if (this.ruleForms.byType(newRule._t).isValid(newRule, this.controller._transitiveSchemas, currentDataset.conformance)) {
       if (this.model.getProperty("/newRule/isEdit")) {
         this.updateRule(currentDataset, newRule);
@@ -166,6 +176,10 @@ class ConformanceRuleDialog {
           const model = new sap.ui.model.json.JSONModel(mappingTableSchema);
           model.setSizeLimit(5000);
           this._dialog.setModel(model, "mappingTableSchema");
+
+          const colNames = FilterEdit.extractFieldNamesInDepth(mappingTableSchema.fields);
+          const columnNamesModel = new sap.ui.model.json.JSONModel({columnNames: colNames});
+          this._dialog.setModel(columnNamesModel, "suggestedColumns");
         }
       });
       const datasetSchema = this._dialog.getModel("schema").oData;
@@ -285,6 +299,8 @@ class ConformanceRuleDialog {
     }
 
     if (currentRule._t === "MappingConformanceRule") {
+      const filterModel = new sap.ui.model.json.JSONModel();
+
       if (!currentRule.isEdit) {
         newRule.newJoinConditions = [];
         newRule.newOutputColumns = [];
@@ -310,9 +326,16 @@ class ConformanceRuleDialog {
 
         newRule.newJoinConditions = aNewJoinConditions;
         newRule.newOutputColumns = aNewOutputColumns;
+
+        const filters = [FilterTreeUtils.addNiceNamesToFilterData(newRule.mappingTableFilter)];
+        filterModel.setProperty("/editingFilters", filters);
+
       }
       this.mappingTableService.getAllVersions(newRule.mappingTable, sap.ui.getCore().byId("mappingTableVersionSelect"));
       this.selectMappingTableVersion(newRule.mappingTable, newRule.mappingTableVersion);
+
+      this._dialog.setModel(filterModel, "filterEdit"); // filter editing has its own named model ("filterEdit")
+      this.filterEdit.bindFilterEditControls(this._dialog);
     }
 
     if (!newRule.isEdit && newRule.order === undefined) {
@@ -339,6 +362,19 @@ class ConformanceRuleDialog {
       });
       delete newRule.newOutputColumns;
       delete newRule.joinConditions;
+
+      const updatedFilters = this._dialog.getModel("filterEdit").getProperty("/editingFilters");
+      if (updatedFilters) {
+        if (updatedFilters.length > 1) {
+          console.error(`Multiple root filters found, aborting: ${JSON.stringify(updatedFilters)}`);
+          sap.m.MessageToast.show("Invalid filter update found (multiple roots), no filter update done");
+        } else {
+          const cleanedFilter = FilterTreeUtils.removeDeletedNodesFromFilterData(updatedFilters[0]);
+          const updatedFilter = FilterTreeUtils.removeNiceNamesFromFilterData(cleanedFilter);
+          const schemaFilledFilter = this.filterEdit.applyValueTypesFromSchema(updatedFilter);
+          newRule.mappingTableFilter = schemaFilledFilter
+        }
+      }
     }
   }
 
@@ -372,6 +408,11 @@ class ConformanceRuleDialog {
   resetRuleValidation() {
     const newRule = this.model.getProperty("/newRule");
     this.ruleForms.byType(newRule._t).reset();
+
+    if (newRule._t === "MappingConformanceRule") {
+      this.filterEdit.resetFilterValidation();
+    }
+
   }
 
 }
diff --git a/menas/ui/components/dataset/conformanceRule/ConformanceRuleForm.js b/menas/ui/components/dataset/conformanceRule/ConformanceRuleForm.js
index 891ce97b6..b27121f4a 100644
--- a/menas/ui/components/dataset/conformanceRule/ConformanceRuleForm.js
+++ b/menas/ui/components/dataset/conformanceRule/ConformanceRuleForm.js
@@ -162,20 +162,7 @@ class CastingConformanceRuleForm extends ConformanceRuleForm {
   }
 
   get dataTypes() {
-    return [
-      {type: "boolean"},
-      {type: "byte"},
-      {type: "short"},
-      {type: "integer"},
-      {type: "long"},
-      {type: "float"},
-      {type: "double"},
-      {type: "decimal(38,18)"},
-      {type: "string"},
-      {type: "date"},
-      {type: "timestamp"},
-      {type: "binary"}
-    ]
+    return DataTypeUtils.dataTypesAsTypes;
   }
 
   get outputDataTypeControl() {
@@ -382,7 +369,8 @@ class MappingConformanceRuleForm extends ConformanceRuleForm {
   isCorrectlyConfigured(rule) {
     return this.hasValidInputColumn(rule.targetAttribute)
       & this.hasValidOutputColumns(rule)
-      & this.hasValidJoinConditions(rule.newJoinConditions);
+      & this.hasValidJoinConditions(rule.newJoinConditions)
+      & rule.hasValidFilter;
   }
 
   hasValidJoinConditions(fieldValue = []) {
diff --git a/menas/ui/components/dataset/conformanceRule/MappingConformanceRule/add.fragment.xml b/menas/ui/components/dataset/conformanceRule/MappingConformanceRule/add.fragment.xml
index 33fd46501..8ce064040 100644
--- a/menas/ui/components/dataset/conformanceRule/MappingConformanceRule/add.fragment.xml
+++ b/menas/ui/components/dataset/conformanceRule/MappingConformanceRule/add.fragment.xml
@@ -17,4 +17,6 @@
     <core:Fragment type="XML" fragmentName="components.mappingTableSelector"/>
     <core:Fragment type="XML" fragmentName="components.dataset.conformanceRule.MappingConformanceRule.joinConditions"/>
     <core:Fragment type="XML" fragmentName="components.dataset.conformanceRule.MappingConformanceRule.outputColumns"/>
+    <Label text="Filter"/>
+    <core:Fragment type="XML" fragmentName="components.mappingTable.filterEdit.filterTreeEdit"/>
 </core:FragmentDefinition>
diff --git a/menas/ui/components/dataset/conformanceRule/MappingConformanceRule/display.fragment.xml b/menas/ui/components/dataset/conformanceRule/MappingConformanceRule/display.fragment.xml
index 096afa429..a7c9a9675 100644
--- a/menas/ui/components/dataset/conformanceRule/MappingConformanceRule/display.fragment.xml
+++ b/menas/ui/components/dataset/conformanceRule/MappingConformanceRule/display.fragment.xml
@@ -47,6 +47,10 @@
                         </CustomListItem>
                     </items>
                 </List>
+                <Label text="Filter" />
+                <Tree id="filterTree" items="{path: 'filterViewTree', parameters: {numberOfExpandedLevels: 1}}" noDataText="No filter set.">
+                    <StandardTreeItem title="{text}" icon="{icon}"/>
+                </Tree>
             </form:content>
         </form:SimpleForm>
         <core:Fragment type="XML" fragmentName="components.dataset.conformanceRule.display.actionMenu"/>
diff --git a/menas/ui/components/dataset/conformanceRule/upsert.fragment.xml b/menas/ui/components/dataset/conformanceRule/upsert.fragment.xml
index 91dc3aaf7..d9e98cb6a 100644
--- a/menas/ui/components/dataset/conformanceRule/upsert.fragment.xml
+++ b/menas/ui/components/dataset/conformanceRule/upsert.fragment.xml
@@ -15,7 +15,7 @@
 
 <core:FragmentDefinition xmlns="sap.m" xmlns:core="sap.ui.core" xmlns:form="sap.ui.layout.form">
     <Dialog id="upsertConformanceRuleDialog" title="{/newRule/title} Conformance Rule" resizable="true"
-            draggable="true" class="minW40rem" beforeOpen="onBeforeOpen" afterOpen="onAfterOpen">
+            draggable="true" beforeOpen="onBeforeOpen" afterOpen="onAfterOpen" contentWidth="950px">
         <content>
             <form:SimpleForm id="addConformanceRuleForm" adjustLabelSpan="false" editable="true">
                 <form:content>
diff --git a/menas/ui/components/dataset/datasetDetail.controller.js b/menas/ui/components/dataset/datasetDetail.controller.js
index b03db286d..9fbf79702 100644
--- a/menas/ui/components/dataset/datasetDetail.controller.js
+++ b/menas/ui/components/dataset/datasetDetail.controller.js
@@ -400,7 +400,6 @@ sap.ui.define([
 
       let sFragmentName = "components.dataset.conformanceRule." + oContext.getProperty("_t") + ".display";
       if (oContext.getProperty("_t") === "MappingConformanceRule") {
-
         let oAttributeMappings = oContext.getProperty("attributeMappings");
         let aJoinConditions = [];
         for (let key in oAttributeMappings) {
@@ -427,6 +426,12 @@ sap.ui.define([
 
         oContext.getObject().outputColumns = aOutputColumns;
         oContext.getObject().joinConditions = aJoinConditions;
+
+        let filterTreeData = oContext.getProperty("mappingTableFilter");
+
+        // view filter with icons in a tree
+        let treeDataWithIcons = FilterTreeUtils.addIconsAndNiceNamesToFilterData(filterTreeData);
+        oContext.getObject().filterViewTree = [treeDataWithIcons]; // wrapping with [] to show the root filter in the tree, too.
       }
 
       return sap.ui.xmlfragment(sId, sFragmentName, this);
@@ -443,7 +448,7 @@ sap.ui.define([
         return {
           menasRef: e.menasRef
         };
-      })
+      });
       aAuditEntries.unshift({
         menasRef: {
           name: oCurrentDataset.name,
diff --git a/menas/ui/components/mappingTable/addDefaultValue.fragment.xml b/menas/ui/components/mappingTable/addDefaultValue.fragment.xml
index 2687cdb16..04b6e70fc 100644
--- a/menas/ui/components/mappingTable/addDefaultValue.fragment.xml
+++ b/menas/ui/components/mappingTable/addDefaultValue.fragment.xml
@@ -15,7 +15,7 @@
 
 <core:FragmentDefinition xmlns="sap.m" xmlns:core="sap.ui.core" xmlns:form="sap.ui.layout.form" xmlns:l="sap.ui.layout"
     xmlns:table="sap.ui.table" xmlns:cust="http://schemas.sap.com/sapui5/extension/sap.ui.core.CustomData/1">
-    <Dialog id="addDefaultValueDialog" title="{/newDefaultValue/title} Default Value" resizable="true" draggable="true" class="minW40rem">
+    <Dialog id="addDefaultValueDialog" title="{/newDefaultValue/title} Default Value" resizable="true" draggable="true">
         <content>
             <form:SimpleForm adjustLabelSpan="true" editable="true">
                 <form:content>
diff --git a/menas/ui/components/mappingTable/addMappingTable.fragment.xml b/menas/ui/components/mappingTable/addMappingTable.fragment.xml
index 94784d7c9..030a14d84 100644
--- a/menas/ui/components/mappingTable/addMappingTable.fragment.xml
+++ b/menas/ui/components/mappingTable/addMappingTable.fragment.xml
@@ -14,9 +14,10 @@
   -->
 
 <core:FragmentDefinition xmlns="sap.m" xmlns:core="sap.ui.core" xmlns:form="sap.ui.layout.form"
+                         xmlns:t="sap.ui.table"
                          xmlns:hdfs="components.hdfs">
     <Dialog id="addMappingTableDialog" title="{entity>/title} Mapping Table" resizable="true" draggable="true"
-            class="minW40rem">
+            contentWidth="950px">
         <content>
             <VBox class="sapUiSmallMargin">
                 <form:SimpleForm adjustLabelSpan="true" editable="true">
@@ -57,6 +58,9 @@
                                               HDFSPath="{entity>/hdfsPath}"/>
 
                         </VBox>
+                        <Label text="Mapping table filter"/>
+                        <!-- using common fragment for MT & Mapping CR for filter editing -->
+                        <core:Fragment type="XML" fragmentName="components.mappingTable.filterEdit.filterTreeEdit"/>
                     </form:content>
                 </form:SimpleForm>
             </VBox>
diff --git a/menas/ui/components/mappingTable/filterEdit/FilterEdit.js b/menas/ui/components/mappingTable/filterEdit/FilterEdit.js
new file mode 100644
index 000000000..0599f693c
--- /dev/null
+++ b/menas/ui/components/mappingTable/filterEdit/FilterEdit.js
@@ -0,0 +1,349 @@
+/*
+ * Copyright 2018 ABSA Group Limited
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+
+class FilterEdit {
+  #controlsInitd;
+
+  /**
+   *
+   * @param idBase oController, or core
+   * @param idPrefix prefix for ID, e.g. "MappingConformanceRule--". Default: empty string
+   */
+  constructor(idBase, idPrefix = "", schemaService) {
+    this.idBase = idBase;
+    this.idPrefix = idPrefix;
+    this.schemaService = schemaService;
+
+    this.#controlsInitd = false;
+  }
+
+  #getById(simpleId) {
+    // in RL this can be e.g. controller.byId("someId") or sap.ui.getCore.byId("MappingConformanceRule--someId")
+    return this.idBase.byId(this.idPrefix + simpleId);
+  }
+
+  bindFilterEditControls(oDialog) {
+    if (!this.#controlsInitd) { // prevent multiple controls attach
+
+      this.dialog = oDialog;
+      // filter toolbar:
+      this.#getById("addAndBtn").attachPress(this.onFilterAddAnd, this);
+      this.#getById("addOrBtn").attachPress(this.onFilterAddOr, this);
+      this.#getById("addNotBtn").attachPress(this.onFilterAddNot, this);
+      this.#getById("addEqualsBtn").attachPress(this.onFilterAddEquals, this);
+      this.#getById("addDiffersBtn").attachPress(this.onFilterAddDiffers, this);
+      this.#getById("addIsNullBtn").attachPress(this.onFilterAddIsNull, this);
+
+      this.#getById("removeSelectedBtn").attachPress(this.onRemoveSelected, this);
+
+      this.#controlsInitd = true;
+    }
+  }
+
+  onFilterAddAnd() {
+    this.onFilterAdd({_t: "AndJoinedFilters", filterItems: []})
+  }
+
+  onFilterAddOr() {
+    this.onFilterAdd({_t: "OrJoinedFilters", filterItems: []})
+  }
+
+  onFilterAddNot() {
+    this.onFilterAdd({_t: "NotFilter", inputFilter: null})
+  }
+
+  onFilterAddEquals() {
+    this.onFilterAdd({_t: "EqualsFilter", columnName: "", value: ""})
+  }
+
+  onFilterAddDiffers() {
+    this.onFilterAdd({_t: "DiffersFilter", columnName: "", value: ""})
+  }
+
+  onFilterAddIsNull() {
+    this.onFilterAdd({_t: "IsNullFilter", columnName: ""})
+  }
+
+  onFilterAdd(blankFilter) {
+    // blank filter contains validation fields:
+    const namedBlankFilter = this.resetFilterDataValidation(FilterTreeUtils.addNiceNamesToFilterData(blankFilter));
+
+    const treeTable = this.#getById("filterTreeEdit");
+    const selectedIndices = treeTable.getSelectedIndices();
+    const treeTableModel = treeTable.getBinding().getModel();
+
+    const currentFilters = this.dialog.getModel("filterEdit").getProperty("/editingFilters");
+    const filtersEmpty = !currentFilters || currentFilters.filter(x => x).length == 0; // after removal of previous, there can be [null]
+
+    if (filtersEmpty) {
+      treeTableModel.setProperty("/editingFilters", [namedBlankFilter]); // add first filter by replacing the empty model
+
+    } else if (selectedIndices.length == 1) {
+      const newParentContext = treeTable.getContextByIndex(selectedIndices[0]);
+      const newParent = newParentContext.getProperty();
+
+      // based on what type of filter is selected, attach the new filter to it
+      if (newParent._t == 'AndJoinedFilters' || newParent._t == 'OrJoinedFilters' ) { //and / or -> add
+        newParent.filterItems = newParent.filterItems.concat(namedBlankFilter)
+      } else if (newParent._t == 'NotFilter') {
+        newParent.inputFilter = namedBlankFilter // not -> replace
+      } else {
+        sap.m.MessageToast.show("Could not add filter. Select AND, OR or NOT can have child filter added to. ");
+        return;
+      }
+    } else {
+
+      sap.m.MessageToast.show("Select exactly one item to add a child to!");
+      return;
+    }
+
+    treeTableModel.refresh();
+    if (selectedIndices) {
+      treeTable.expand(selectedIndices[0]); // nice for the user to directly see the child among the expanded parent
+    }
+  }
+
+  onRemoveSelected() {
+    const treeTable = this.#getById("filterTreeEdit");
+    const selectedIndices = treeTable.getSelectedIndices();
+    const treeTableModel = treeTable.getBinding().getModel();
+
+    if (selectedIndices.length === 0) {
+      sap.m.MessageToast.show("Select one or more items to remove.");
+      return;
+    }
+
+    // delete the data
+    selectedIndices.forEach(idx => {
+        const context = treeTable.getContextByIndex(idx);
+        const data = context.getProperty();
+
+        if (data) {
+          // The property is set to undefined to preserve the tree state (expand/collapse states of nodes).
+          treeTableModel.setProperty(context.getPath(), undefined, context, true);
+        }
+      }
+    );
+  }
+
+  /**
+   * This method resets validations on the UI
+   */
+  resetFilterValidation() {
+    const treeTable = this.#getById("filterTreeEdit");
+    const treeTableModel = treeTable.getBinding().getModel();
+
+    const filterData = treeTableModel.getProperty("/editingFilters");
+
+    // filter data can be [filter], [null] or null
+    if (filterData && filterData.map(x => x).length != 0) {
+      // resetting non-empty filter validations
+      const resetValidatedFilter = this.resetFilterDataValidation(filterData[0]);
+      treeTableModel.setProperty("/editingFilters", [resetValidatedFilter]);
+    }
+  }
+
+  /**
+   * This method operates on the data-object to immutably reset it (creates a copy with the reset validation fields)
+   * @param filterData
+   * @returns {copy} with reset validations
+   */
+  resetFilterDataValidation(filterData) {
+    const resetFn = function (filterNode) {
+      switch (filterNode._t) {
+        case "AndJoinedFilters":
+        case "OrJoinedFilters":
+        case "NotFilter":
+          filterNode.filter_valueState = "None";
+          filterNode.filter_valueStateText = "";
+
+          break;
+        case "IsNullFilter":
+          filterNode.filter_valueState = "None";
+          filterNode.filter_valueStateText = "";
+
+          filterNode.columnName_valueState = "None";
+          filterNode.columnName_valueStateText = "";
+          break;
+
+        case "EqualsFilter":
+        case "DiffersFilter":
+          filterNode.filter_valueState = "None";
+          filterNode.filter_valueStateText = "";
+
+          filterNode.columnName_valueState = "None";
+          filterNode.columnName_valueStateText = "";
+
+          filterNode.value_valueState = "None";
+          filterNode.value_valueStateText = "";
+          break;
+        default:
+      }
+    };
+
+    return FilterTreeUtils.applyToFilterDataImmutably(filterData, resetFn);
+  }
+
+  /**
+   * Validates data in the filter TreeTable, sets their valueState|valueStateText (error+error descs)
+   * @returns {boolean} returns true if the filter content is valid, false when invalid
+   */
+  validateFilterData() {
+    const treeTable = this.#getById("filterTreeEdit");
+    const treeTableModel = treeTable.getBinding().getModel();
+    const filterData = treeTableModel.getProperty("/editingFilters");
+
+    let hasValidFilter = true;
+    // filter data can be [filter], [null] or null
+    if (!filterData || filterData.filter(x => x).length == 0) {
+      hasValidFilter = true;
+    } else {
+      // validate filter tree
+      const validateInUiFn = function (filterNode) {
+        switch (filterNode._t) {
+          case "AndJoinedFilters":
+          case "OrJoinedFilters":
+            if (filterNode.filterItems.filter(x => x).length == 0) { // empty deleted ([null]) is not valid
+              filterNode.filter_valueState = "Error";
+              filterNode.filter_valueStateText = "Container filter must contain child filters!";
+              hasValidFilter = false;
+            }
+            break;
+
+          case "NotFilter":
+            if (!filterNode.inputFilter) {
+              filterNode.filter_valueState = "Error";
+              filterNode.filter_valueStateText = "Container filter must contain a child filter!";
+              hasValidFilter = false;
+            }
+            break;
+
+          case "EqualsFilter":
+          case "DiffersFilter":
+            if (filterNode.columnName.length == 0) {
+              filterNode.columnName_valueState = "Error";
+              filterNode.columnName_valueStateText = "Select the column.";
+              hasValidFilter = false;
+            }
+
+            if (filterNode.value.length == 0) {
+              filterNode.value_valueState = "Error";
+              filterNode.value_valueStateText = "Fill in the value.";
+              hasValidFilter = false;
+            }
+            break;
+
+          case "IsNullFilter":
+            if (filterNode.columnName.length == 0) {
+              filterNode.columnName_valueState = "Error";
+              filterNode.columnName_valueStateText = "Fill in column name.";
+              hasValidFilter = false;
+            }
+            break;
+
+          default:
+        }
+      };
+
+      const validatedFilter = FilterTreeUtils.applyToFilterDataImmutably(filterData[0], validateInUiFn);
+      treeTableModel.setProperty("/editingFilters", [validatedFilter]);
+      treeTableModel.refresh();
+    }
+
+    return hasValidFilter;
+  }
+
+  /**
+   * Extract dot-separated schema names from schema **fields** tree with types (struct/arrays = treenodes), e.g.:
+   * {{{
+   *   [
+   *     {name: root.subfield1.subsubfieldA, type: string},
+   *     {name: root.subfield1.subsubfieldB, type: boolean},
+   *     {name: root.subfieldB, type: integer},
+   *   ]
+   * }}}
+   */
+  static extractFieldNamesInDepth(schemaFields) {
+    const extractedFields = schemaFields.map(field => {
+      switch (field.type) {
+        case "struct":
+        case "array":
+          const children = FilterEdit.extractFieldNamesInDepth(field.children);
+          const prefix = field.name;
+
+          // add prefix to all
+          const prefixedChildren = children.map(child => {
+            let childCopy = $.extend(true, {}, child); // being immutable
+            childCopy.name = `${prefix}.${child.name}`; // prepending "parentName." for this recursion level
+            return childCopy;
+          });
+
+          return prefixedChildren; // no break needed
+        default:
+          return [{name: field.name, type: field.type}]; // leaf field
+      }
+    });
+
+    return extractedFields.flat(); // flat each recursive level
+  }
+
+  bindModelToSchemaChange(model) {
+    const filterEdit = this;
+    // setting binding from entity model to filterModel:
+    // binding /selectedSchema (for both name and version) to avoid risking an inconsistent pair ("newSchema1", "versionOfThePreviousSchema")
+    const binding = new sap.ui.model.Binding(model, "/selectedSchema", model.getContext("/"));
+    binding.attachChange(function() {
+      const selectedSchema = model.getProperty("/selectedSchema");
+
+      if (selectedSchema) { // initially, on new MT, no schema is preselected in the dialog
+        filterEdit.#onUpdatedSchema(selectedSchema);
+      }
+
+    });
+  }
+
+  #onUpdatedSchema(updatedSchema) {
+    this.schemaService.getByNameAndVersion(updatedSchema.name, updatedSchema.version).then((schema) => {
+
+      const allColumnNames = FilterEdit.extractFieldNamesInDepth(schema.fields);
+      this.dialog.getModel("suggestedColumns").setProperty("/columnNames", allColumnNames);
+    });
+
+  }
+
+  applyValueTypesFromSchema(filterData) {
+    const allColsList = this.dialog.getModel("suggestedColumns").getProperty("/columnNames");
+    const allColsKv = allColsList.map(x => [x.name, x.type]); // [{name1, type1}, ...] => [[name1, type1], ...]
+    const allColsMap = new Map(allColsKv);
+
+    const schemaFillFn = function (filterNode) {
+      switch (filterNode._t) {
+        case "EqualsFilter":
+        case "DiffersFilter":
+          const type = allColsMap.get(filterNode.columnName);
+          if (type == undefined) {
+            console.warn(`Could not determine type for column "${filterNode.columnName}"!`)
+          } else {
+            filterNode.valueType = type;
+          }
+          break;
+        default:
+      }
+    };
+
+    return FilterTreeUtils.applyToFilterDataImmutably(filterData, schemaFillFn);
+  }
+}
diff --git a/menas/ui/components/mappingTable/filterEdit/filterTreeEdit.fragment.xml b/menas/ui/components/mappingTable/filterEdit/filterTreeEdit.fragment.xml
new file mode 100644
index 000000000..107b2e7ca
--- /dev/null
+++ b/menas/ui/components/mappingTable/filterEdit/filterTreeEdit.fragment.xml
@@ -0,0 +1,70 @@
+<!--
+  ~ Copyright 2018 ABSA Group Limited
+  ~
+  ~ Licensed under the Apache License, Version 2.0 (the "License");
+  ~ you may not use this file except in compliance with the License.
+  ~ You may obtain a copy of the License at
+  ~     http://www.apache.org/licenses/LICENSE-2.0
+  ~
+  ~ Unless required by applicable law or agreed to in writing, software
+  ~ distributed under the License is distributed on an "AS IS" BASIS,
+  ~ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+  ~ See the License for the specific language governing permissions and
+  ~ limitations under the License.
+  -->
+
+<core:FragmentDefinition xmlns="sap.m" xmlns:core="sap.ui.core" xmlns:t="sap.ui.table">
+    <!-- filter editing has its own named model ("filterEdit") in order to be reused more easily -->
+    <t:TreeTable id="filterTreeEdit" rows="{
+                            path:'filterEdit>/editingFilters',
+                            parameters: {
+                                numberOfExpandedLevels: 1
+                            }
+                        }">
+        <t:extension>
+            <OverflowToolbar style="Clear">
+                <MenuButton text="Add">
+                    <menu>
+                        <Menu>
+                            <MenuItem id="addAndBtn" text="AND" icon="sap-icon://combine" />
+                            <MenuItem id="addOrBtn" text="OR" icon="sap-icon://split" />
+                            <MenuItem id="addNotBtn" text="NOT" icon="sap-icon://filter" />
+                            <MenuItem id="addEqualsBtn" text="Equals" icon="sap-icon://clear-filter" />
+                            <MenuItem id="addDiffersBtn" text="Differs" icon="sap-icon://SAP-icons-TNT/solution-not-licensed" />
+                            <MenuItem id="addIsNullBtn" text="IsNull" icon="sap-icon://SAP-icons-TNT/marquee" />
+                        </Menu>
+                    </menu>
+                </MenuButton>
+                <ToolbarSpacer/>
+                <Button id="removeSelectedBtn" text="Remove selected" icon="sap-icon://delete" />
+            </OverflowToolbar>
+        </t:extension>
+        <t:columns>
+            <t:Column label="FilterName">
+                <t:template>
+                    <ObjectStatus text="{filterEdit>text}" state="{filterEdit>filter_valueState}"
+                                  icon="{= ${filterEdit>filter_valueState} === 'None' ? undefined : 'sap-icon://error' }"
+                                  tooltip="{filterEdit>filter_valueStateText}"/>
+                </t:template>
+            </t:Column>
+            <t:Column label="Column">
+                <t:template>
+                    <Select selectedKey="{filterEdit>columnName}" items="{path: 'suggestedColumns>/columnNames', templateShareable:false}"
+                            forceSelection="false"
+                            visible="{= ${filterEdit>_t} === 'EqualsFilter' || ${filterEdit>_t} === 'DiffersFilter' || ${filterEdit>_t} === 'IsNullFilter' }"
+                            valueState="{filterEdit>columnName_valueState}" valueStateText="{filterEdit>columnName_valueStateText}" showSecondaryValues="true">
+                        <core:ListItem key="{suggestedColumns>name}" text="{suggestedColumns>name}" additionalText="{suggestedColumns>type}" />
+                    </Select>
+                </t:template>
+            </t:Column>
+            <t:Column label="Value">
+                <t:template>
+                    <Input type="Text" value="{filterEdit>value}" placeholder="Enter value"
+                           valueState="{filterEdit>value_valueState}" valueStateText="{filterEdit>value_valueStateText}"
+                           visible="{= ${filterEdit>_t} === 'EqualsFilter' || ${filterEdit>_t} === 'DiffersFilter' }"/>
+                </t:template>
+            </t:Column>
+        </t:columns>
+    </t:TreeTable>
+
+</core:FragmentDefinition>
diff --git a/menas/ui/components/mappingTable/mappingTableDetail.controller.js b/menas/ui/components/mappingTable/mappingTableDetail.controller.js
index a9ceee402..2812e5c02 100644
--- a/menas/ui/components/mappingTable/mappingTableDetail.controller.js
+++ b/menas/ui/components/mappingTable/mappingTableDetail.controller.js
@@ -295,6 +295,10 @@ sap.ui.define([
 
     load: function() {
       let currentMT = this._model.getProperty("/currentMappingTable");
+
+      let filterDataWithNamesAndIcons = FilterTreeUtils.addIconsAndNiceNamesToFilterData(currentMT.filter);
+      currentMT.filterTree = [filterDataWithNamesAndIcons];
+
       this.byId("info").setModel(new sap.ui.model.json.JSONModel(currentMT), "mappingTable");
       if (currentMT) {
         this.fetchSchema();
@@ -306,6 +310,5 @@ sap.ui.define([
           .then(version => this._model.setProperty("/editingEnabled", currentMT.version === version));
       }
     }
-
   });
 });
diff --git a/menas/ui/components/mappingTable/mappingTableInfo.fragment.xml b/menas/ui/components/mappingTable/mappingTableInfo.fragment.xml
index 843d84de7..2d06c9dad 100644
--- a/menas/ui/components/mappingTable/mappingTableInfo.fragment.xml
+++ b/menas/ui/components/mappingTable/mappingTableInfo.fragment.xml
@@ -14,7 +14,9 @@
   -->
 
 <core:FragmentDefinition xmlns="sap.m" xmlns:core="sap.ui.core" xmlns:form="sap.ui.layout.form"
-                         xmlns:cust="http://schemas.sap.com/sapui5/extension/sap.ui.core.CustomData/1">
+                         xmlns:table="sap.ui.table"
+                         xmlns:cust="http://schemas.sap.com/sapui5/extension/sap.ui.core.CustomData/1"
+                         xmlns:t="sap.ui.table">
     <form:SimpleForm id="info">
         <form:content>
             <Label text="Mapping Table"/>
@@ -39,6 +41,11 @@
                 text="{path: 'mappingTable>/dateCreated', formatter: 'Formatters.stringDateShortFormatter'}"/>
             <Label text="Created By"/>
             <Text text="{mappingTable>/userCreated}"/>
+            <Label text="Filter" />
+            <Tree id="filterTree" items="{path: 'mappingTable>/filterTree', parameters: {numberOfExpandedLevels: 1}}" noDataText="No filter set.">
+                <StandardTreeItem title="{mappingTable>text}" icon="{mappingTable>icon}"/>
+            </Tree>
+
         </form:content>
     </form:SimpleForm>
 </core:FragmentDefinition>
diff --git a/menas/ui/components/schema/selector/SchemaSelectorUtils.js b/menas/ui/components/schema/selector/SchemaSelectorUtils.js
index b1f768c1a..43dadb8ca 100644
--- a/menas/ui/components/schema/selector/SchemaSelectorUtils.js
+++ b/menas/ui/components/schema/selector/SchemaSelectorUtils.js
@@ -63,13 +63,19 @@ sap.ui.define(["sap/ui/core/Fragment"], function(Fragment) {
     const oCtx = oEv.getParameter("selectedContexts")[0];
     const oDialog = oEv.getSource();
     const selectedSchema = oDialog.getModel("schemas").getProperty(oCtx.getPath());
-    oDialog.getModel("entity").setProperty("/schemaName", selectedSchema._id);
 
     const eventBus = sap.ui.getCore().getEventBus();
     const schemaService = new SchemaService(oDialog.getModel("entity"), eventBus);
-    schemaService.getAllVersions(selectedSchema._id, oDialog,
-        oDialog.getModel("entity"), "/schemaVersion").then((oVersions) => {
-          sap.ui.getCore().getModel().setProperty("/currentSchemaVersions", oVersions);
+
+    // undefineds model & property (param 3, 4) prevent from setting "just the schema version" to a named property
+    schemaService.getAllVersions(selectedSchema._id, oDialog)
+      .then((oVersionData) => {
+          const schemaName = selectedSchema._id;
+          const latestVersion =  oVersionData[oVersionData.length - 1].version;
+
+          // instead, we assign selected schema "name+version" at-once
+          oDialog.getModel("entity").setProperty("/selectedSchema", {name: schemaName, version: latestVersion});
+          sap.ui.getCore().getModel().setProperty("/currentSchemaVersions", oVersionData);
         });
   };
 
diff --git a/menas/ui/components/schema/selector/schemaSelector.fragment.xml b/menas/ui/components/schema/selector/schemaSelector.fragment.xml
index 61ae6b184..d573b4089 100644
--- a/menas/ui/components/schema/selector/schemaSelector.fragment.xml
+++ b/menas/ui/components/schema/selector/schemaSelector.fragment.xml
@@ -16,13 +16,13 @@
 <core:FragmentDefinition xmlns="sap.m" xmlns:core="sap.ui.core"
                          xmlns:cust="http://schemas.sap.com/sapui5/extension/sap.ui.core.CustomData/1">
     <Label text="Schema Name"/>
-    <Button id="schemaSelectButton" text="{= ${entity>/schemaName} ? ${entity>/schemaName} : 'Click to select a schema'}" icon="sap-icon://value-help"
-        press="components.schema.selector.SchemaSelectorUtils.onOpenSelectDialog" type="{= ${entity>/schemaName} ? 'Default' : 'Reject'}" tooltip="Click to select schema" />
+    <Button id="schemaSelectButton" text="{= ${entity>/selectedSchema/name} ? ${entity>/selectedSchema/name} : 'Click to select a schema'}" icon="sap-icon://value-help"
+        press="components.schema.selector.SchemaSelectorUtils.onOpenSelectDialog" type="{= ${entity>/selectedSchema/name} ? 'Default' : 'Reject'}" tooltip="Click to select schema" />
     <Label text="Schema Version"/>
     <Select id="schemaVersionSelect" class="menasAddMappingSelect"
       items="{path: '/currentSchemaVersions', sorter: {path: 'version', descending: true}}"
       showSecondaryValues="true" width="auto"
-      selectedKey="{entity>/schemaVersion}">
+      selectedKey="{entity>/selectedSchema/version}">
       <core:ListItem key="{version}" text="{version}"
         additionalText="updated: {path: 'lastUpdated', formatter: 'Formatters.stringDateShortFormatter'}" />
     </Select>
diff --git a/menas/ui/components/types/DataTypeUtils.js b/menas/ui/components/types/DataTypeUtils.js
new file mode 100644
index 000000000..104df1808
--- /dev/null
+++ b/menas/ui/components/types/DataTypeUtils.js
@@ -0,0 +1,39 @@
+/*
+ * Copyright 2018 ABSA Group Limited
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+
+class DataTypeUtils {
+
+  // common data types definition for CastingConformanceRule, MappingConformanceRule filters, etc.
+  static dataTypes = [
+    "boolean",
+    "byte",
+    "short",
+    "integer",
+    "long",
+    "float",
+    "double",
+    "decimal(38,18)",
+    "string",
+    "date",
+    "timestamp",
+    "binary"
+  ];
+
+  static dataTypesAsTypes = DataTypeUtils.dataTypes.map(function (val) {
+    return {type: val}
+  }); // [ {type: boolean}, {type: byte}, ...]
+
+}
diff --git a/menas/ui/css/style.css b/menas/ui/css/style.css
index fa1eb45d6..450426cfa 100644
--- a/menas/ui/css/style.css
+++ b/menas/ui/css/style.css
@@ -26,8 +26,6 @@ html, body {
   width: 100%;
 }
 
-}
-
 .propertyInput {
   /*overriding default to have all fields of the same length */
   width: 14rem !important;
@@ -138,3 +136,7 @@ h5[id$=datasetDetailView--scheduleTimingTitle] {
   font-size: 200%;
   padding-top: 2rem;
 }
+
+.sapMListNoDataText {
+  font-size: 1rem;
+}
diff --git a/menas/ui/generic/formatters.js b/menas/ui/generic/formatters.js
index 9a43c6a03..1ba91aff4 100644
--- a/menas/ui/generic/formatters.js
+++ b/menas/ui/generic/formatters.js
@@ -80,6 +80,10 @@ var Formatters = new function() {
     return (oObj !== null) && (typeof (oObj) !== "undefined") && (Object.keys(oObj).length !== 0)
   };
 
+  this.nonEmptyAndNonNullFilled = function(oObj) {
+    return Formatters.nonEmptyObject(oObj) && oObj.filter(x => x).length !== 0 // [null] will return false, too
+  };
+
   this.isDefinedAndTrue = function(oObj) {
     return (oObj !== null) && (typeof (oObj) !== "undefined") && oObj == true
   };
@@ -109,7 +113,7 @@ var Formatters = new function() {
     if (!oDate)
       return "";
     return this.infoDateFormat.format(oDate)
-  }
+  };
 
   this.toStringInfoDate = function(oDate) {
     return this.infoDateFormat.format(oDate);
diff --git a/menas/ui/index.html b/menas/ui/index.html
index a095d69d5..7972da628 100644
--- a/menas/ui/index.html
+++ b/menas/ui/index.html
@@ -73,6 +73,8 @@
                 _menasLoadElem("script", "components/dataset/conformanceRule/MappingConformanceRule/OutputColumnDialogFactory.js", []);
                 _menasLoadElem("script", "components/dataset/conformanceRule/RuleColumnDialog.js", []);
                 _menasLoadElem("script", "components/dataset/conformanceRule/RuleColumnDialogFactory.js", []);
+                _menasLoadElem("script", "components/mappingTable/filterEdit/FilterEdit.js", []);
+                _menasLoadElem("script", "components/types/DataTypeUtils.js", []);
                 _menasLoadElem("script", "components/SchemaTable.js", []);
                 _menasLoadElem("script", "service/MessageProvider.js", []);
                 _menasLoadElem("script", "service/RestDAO.js", []);
@@ -91,6 +93,7 @@
                 _menasLoadElem("script", "service/SchemaFieldSelector.js", []);
                 _menasLoadElem("script", "service/CheckpointUtils.js", []);
                 _menasLoadElem("script", "service/ResponseUtils.js", []);
+                _menasLoadElem("script", "service/FilterTreeUtils.js", []);
                 _menasLoadElem("script", "components/hdfs/HDFSBrowser.js", []);
                 _menasLoadElem("script", "components/dataset/conformanceRule/ConformanceRuleDialog.js", []);
                 _menasLoadElem("script", "components/dataset/conformanceRule/ConformanceRuleForm.js", []);
diff --git a/menas/ui/npm-shrinkwrap.json b/menas/ui/npm-shrinkwrap.json
index 9df770e0f..d3fd7d4a4 100644
--- a/menas/ui/npm-shrinkwrap.json
+++ b/menas/ui/npm-shrinkwrap.json
@@ -4,6 +4,155 @@
   "lockfileVersion": 1,
   "requires": true,
   "dependencies": {
+    "@babel/code-frame": {
+      "version": "7.15.8",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.15.8.tgz",
+      "integrity": "sha512-2IAnmn8zbvC/jKYhq5Ki9I+DwjlrtMPUCH/CpHvqI4dNnlwHwsxoIhlc8WcYY5LSYknXQtAlFYuHfqAFCvQ4Wg==",
+      "dev": true,
+      "requires": {
+        "@babel/highlight": "^7.14.5"
+      }
+    },
+    "@babel/helper-validator-identifier": {
+      "version": "7.15.7",
+      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.15.7.tgz",
+      "integrity": "sha512-K4JvCtQqad9OY2+yTU8w+E82ywk/fe+ELNlt1G8z3bVGlZfn/hOcQQsUhGhW/N+tb3fxK800wLtKOE/aM0m72w==",
+      "dev": true
+    },
+    "@babel/highlight": {
+      "version": "7.14.5",
+      "resolved": "https://registry.npmjs.org/@babel/highlight/-/highlight-7.14.5.tgz",
+      "integrity": "sha512-qf9u2WFWVV0MppaL877j2dBtQIDgmidgjGk5VIMw3OadXvYaXn66U1BFlH2t4+t3i+8PhedppRv+i40ABzd+gg==",
+      "dev": true,
+      "requires": {
+        "@babel/helper-validator-identifier": "^7.14.5",
+        "chalk": "^2.0.0",
+        "js-tokens": "^4.0.0"
+      },
+      "dependencies": {
+        "ansi-styles": {
+          "version": "3.2.1",
+          "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-3.2.1.tgz",
+          "integrity": "sha512-VT0ZI6kZRdTh8YyJw3SMbYm/u+NqfsAxEpWO0Pf9sq8/e94WxxOpPKx9FR1FlyCtOVDNOQ+8ntlqFxiRc+r5qA==",
+          "dev": true,
+          "requires": {
+            "color-convert": "^1.9.0"
+          }
+        },
+        "chalk": {
+          "version": "2.4.2",
+          "resolved": "https://registry.npmjs.org/chalk/-/chalk-2.4.2.tgz",
+          "integrity": "sha512-Mti+f9lpJNcwF4tWV8/OrTTtF1gZi+f8FqlyAdouralcFWFQWF2+NgCHShjkCb+IFBLq9buZwE1xckQU4peSuQ==",
+          "dev": true,
+          "requires": {
+            "ansi-styles": "^3.2.1",
+            "escape-string-regexp": "^1.0.5",
+            "supports-color": "^5.3.0"
+          }
+        },
+        "escape-string-regexp": {
+          "version": "1.0.5",
+          "resolved": "https://registry.npmjs.org/escape-string-regexp/-/escape-string-regexp-1.0.5.tgz",
+          "integrity": "sha1-G2HAViGQqN/2rjuyzwIAyhMLhtQ=",
+          "dev": true
+        },
+        "has-flag": {
+          "version": "3.0.0",
+          "resolved": "https://registry.npmjs.org/has-flag/-/has-flag-3.0.0.tgz",
+          "integrity": "sha1-tdRU3CGZriJWmfNGfloH87lVuv0=",
+          "dev": true
+        },
+        "supports-color": {
+          "version": "5.5.0",
+          "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-5.5.0.tgz",
+          "integrity": "sha512-QjVjwdXIt408MIiAqCX4oUKsgU2EqAGzs2Ppkm4aQYbjm+ZEWEcW4SfFNTr4uMNZma0ey4f5lgLrkB0aX0QMow==",
+          "dev": true,
+          "requires": {
+            "has-flag": "^3.0.0"
+          }
+        }
+      }
+    },
+    "@babel/parser": {
+      "version": "7.15.8",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.15.8.tgz",
+      "integrity": "sha512-BRYa3wcQnjS/nqI8Ac94pYYpJfojHVvVXJ97+IDCImX4Jc8W8Xv1+47enbruk+q1etOpsQNwnfFcNGw+gtPGxA==",
+      "dev": true
+    },
+    "@nodelib/fs.scandir": {
+      "version": "2.1.5",
+      "resolved": "https://registry.npmjs.org/@nodelib/fs.scandir/-/fs.scandir-2.1.5.tgz",
+      "integrity": "sha512-vq24Bq3ym5HEQm2NKCr3yXDwjc7vTsEThRDnkp2DK9p1uqLR+DHurm/NOTo0KG7HYHU7eppKZj3MyqYuMBf62g==",
+      "dev": true,
+      "requires": {
+        "@nodelib/fs.stat": "2.0.5",
+        "run-parallel": "^1.1.9"
+      }
+    },
+    "@nodelib/fs.stat": {
+      "version": "2.0.5",
+      "resolved": "https://registry.npmjs.org/@nodelib/fs.stat/-/fs.stat-2.0.5.tgz",
+      "integrity": "sha512-RkhPPp2zrqDAQA/2jNhnztcPAlv64XdhIp7a7454A5ovI7Bukxgt7MX7udwAu3zg1DcpPU0rz3VV1SeaqvY4+A==",
+      "dev": true
+    },
+    "@nodelib/fs.walk": {
+      "version": "1.2.8",
+      "resolved": "https://registry.npmjs.org/@nodelib/fs.walk/-/fs.walk-1.2.8.tgz",
+      "integrity": "sha512-oGB+UxlgWcgQkgwo8GcEGwemoTFt3FIO9ababBmaGwXIoBKZ+GTy0pP185beGg7Llih/NSHSV2XAs1lnznocSg==",
+      "dev": true,
+      "requires": {
+        "@nodelib/fs.scandir": "2.1.5",
+        "fastq": "^1.6.0"
+      }
+    },
+    "@sindresorhus/is": {
+      "version": "0.14.0",
+      "resolved": "https://registry.npmjs.org/@sindresorhus/is/-/is-0.14.0.tgz",
+      "integrity": "sha512-9NET910DNaIPngYnLLPeg+Ogzqsi9uM4mSboU5y6p8S5DzMTVEsJZrawi+BoDNUVBa2DhJqQYUFvMDfgU062LQ==",
+      "dev": true
+    },
+    "@szmarczak/http-timer": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/@szmarczak/http-timer/-/http-timer-1.1.2.tgz",
+      "integrity": "sha512-XIB2XbzHTN6ieIjfIMV9hlVcfPU26s2vafYWQcZHWXHOxiaRZYEDKEwdl129Zyg50+foYV2jCgtrqSA6qNuNSA==",
+      "dev": true,
+      "requires": {
+        "defer-to-connect": "^1.0.1"
+      }
+    },
+    "@types/normalize-package-data": {
+      "version": "2.4.1",
+      "resolved": "https://registry.npmjs.org/@types/normalize-package-data/-/normalize-package-data-2.4.1.tgz",
+      "integrity": "sha512-Gj7cI7z+98M282Tqmp2K5EIsoouUEzbBJhQQzDE3jSIRk6r9gsz0oUokqIUR4u1R3dMHo0pDHM7sNOHyhulypw==",
+      "dev": true
+    },
+    "@ui5/builder": {
+      "version": "2.11.1",
+      "resolved": "https://registry.npmjs.org/@ui5/builder/-/builder-2.11.1.tgz",
+      "integrity": "sha512-6WAJwuilKVxYFg9qYGUQ4O36qC0VmjEjArJzwftnORbUuEqN4F1ygLYiTqNnImvuCILDzoq4OBj2ecxYOItFiQ==",
+      "dev": true,
+      "requires": {
+        "@ui5/fs": "^2.0.6",
+        "@ui5/logger": "^2.0.1",
+        "cheerio": "1.0.0-rc.9",
+        "escape-unicode": "^0.2.0",
+        "escope": "^3.6.0",
+        "espree": "^6.2.1",
+        "globby": "^11.0.4",
+        "graceful-fs": "^4.2.8",
+        "jsdoc": "^3.6.7",
+        "less-openui5": "^0.11.2",
+        "make-dir": "^3.1.0",
+        "pretty-data": "^0.40.0",
+        "pretty-hrtime": "^1.0.3",
+        "replacestream": "^4.0.3",
+        "rimraf": "^3.0.2",
+        "semver": "^7.3.5",
+        "terser": "^5.9.0",
+        "xml2js": "^0.4.23",
+        "yazl": "^2.5.1"
+      }
+    },
     "@ui5/cli": {
       "version": "2.8.1",
       "resolved": "https://registry.npmjs.org/@ui5/cli/-/cli-2.8.1.tgz",
@@ -26,96 +175,6 @@
         "yargs": "^16.2.0"
       },
       "dependencies": {
-        "@babel/code-frame": {
-          "version": "7.12.11",
-          "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.12.11.tgz",
-          "integrity": "sha512-Zt1yodBx1UcyiePMSkWnU4hPqhwq7hGi2nFL1LeA3EUl+q2LQx16MISgJ0+z7dnmgvP9QtIleuETGOiOH1RcIw==",
-          "dev": true,
-          "requires": {
-            "@babel/highlight": "^7.10.4"
-          }
-        },
-        "@babel/helper-validator-identifier": {
-          "version": "7.12.11",
-          "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.12.11.tgz",
-          "integrity": "sha512-np/lG3uARFybkoHokJUmf1QfEvRVCPbmQeUQpKow5cQ3xWrV9i3rUHodKDJPQfTVX61qKi+UdYk8kik84n7XOw==",
-          "dev": true
-        },
-        "@babel/highlight": {
-          "version": "7.10.4",
-          "resolved": "https://registry.npmjs.org/@babel/highlight/-/highlight-7.10.4.tgz",
-          "integrity": "sha512-i6rgnR/YgPEQzZZnbTHHuZdlE8qyoBNalD6F+q4vAFlcMEcqmkoG+mPqJYJCo63qPf74+Y1UZsl3l6f7/RIkmA==",
-          "dev": true,
-          "requires": {
-            "@babel/helper-validator-identifier": "^7.10.4",
-            "chalk": "^2.0.0",
-            "js-tokens": "^4.0.0"
-          },
-          "dependencies": {
-            "ansi-styles": {
-              "version": "3.2.1",
-              "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-3.2.1.tgz",
-              "integrity": "sha512-VT0ZI6kZRdTh8YyJw3SMbYm/u+NqfsAxEpWO0Pf9sq8/e94WxxOpPKx9FR1FlyCtOVDNOQ+8ntlqFxiRc+r5qA==",
-              "dev": true,
-              "requires": {
-                "color-convert": "^1.9.0"
-              }
-            },
-            "chalk": {
-              "version": "2.4.2",
-              "resolved": "https://registry.npmjs.org/chalk/-/chalk-2.4.2.tgz",
-              "integrity": "sha512-Mti+f9lpJNcwF4tWV8/OrTTtF1gZi+f8FqlyAdouralcFWFQWF2+NgCHShjkCb+IFBLq9buZwE1xckQU4peSuQ==",
-              "dev": true,
-              "requires": {
-                "ansi-styles": "^3.2.1",
-                "escape-string-regexp": "^1.0.5",
-                "supports-color": "^5.3.0"
-              }
-            },
-            "color-convert": {
-              "version": "1.9.3",
-              "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-1.9.3.tgz",
-              "integrity": "sha512-QfAUtd+vFdAtFQcC8CCyYt1fYWxSqAiK2cSD6zDB8N3cpsEBAvRxp9zOGg6G/SHHJYAT88/az/IuDGALsNVbGg==",
-              "dev": true,
-              "requires": {
-                "color-name": "1.1.3"
-              }
-            },
-            "color-name": {
-              "version": "1.1.3",
-              "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.3.tgz",
-              "integrity": "sha1-p9BVi9icQveV3UIyj3QIMcpTvCU=",
-              "dev": true
-            },
-            "escape-string-regexp": {
-              "version": "1.0.5",
-              "resolved": "https://registry.npmjs.org/escape-string-regexp/-/escape-string-regexp-1.0.5.tgz",
-              "integrity": "sha1-G2HAViGQqN/2rjuyzwIAyhMLhtQ=",
-              "dev": true
-            },
-            "has-flag": {
-              "version": "3.0.0",
-              "resolved": "https://registry.npmjs.org/has-flag/-/has-flag-3.0.0.tgz",
-              "integrity": "sha1-tdRU3CGZriJWmfNGfloH87lVuv0=",
-              "dev": true
-            },
-            "supports-color": {
-              "version": "5.5.0",
-              "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-5.5.0.tgz",
-              "integrity": "sha512-QjVjwdXIt408MIiAqCX4oUKsgU2EqAGzs2Ppkm4aQYbjm+ZEWEcW4SfFNTr4uMNZma0ey4f5lgLrkB0aX0QMow==",
-              "dev": true,
-              "requires": {
-                "has-flag": "^3.0.0"
-              }
-            }
-          }
-        },
-        "@babel/parser": {
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+          "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
+          "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
+          "dev": true
+        },
+        "is-fullwidth-code-point": {
+          "version": "3.0.0",
+          "resolved": "https://registry.npmjs.org/is-fullwidth-code-point/-/is-fullwidth-code-point-3.0.0.tgz",
+          "integrity": "sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg==",
+          "dev": true
+        },
+        "string-width": {
+          "version": "4.2.3",
+          "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
+          "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
+          "dev": true,
+          "requires": {
+            "emoji-regex": "^8.0.0",
+            "is-fullwidth-code-point": "^3.0.0",
+            "strip-ansi": "^6.0.1"
+          }
+        },
+        "strip-ansi": {
+          "version": "6.0.1",
+          "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
+          "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
+          "dev": true,
+          "requires": {
+            "ansi-regex": "^5.0.1"
+          }
+        }
+      }
+    },
+    "wrap-ansi": {
+      "version": "7.0.0",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
+      "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==",
+      "dev": true,
+      "requires": {
+        "ansi-styles": "^4.0.0",
+        "string-width": "^4.1.0",
+        "strip-ansi": "^6.0.0"
+      },
+      "dependencies": {
+        "ansi-regex": {
+          "version": "5.0.1",
+          "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
+          "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
+          "dev": true
+        },
+        "is-fullwidth-code-point": {
+          "version": "3.0.0",
+          "resolved": "https://registry.npmjs.org/is-fullwidth-code-point/-/is-fullwidth-code-point-3.0.0.tgz",
+          "integrity": "sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg==",
+          "dev": true
+        },
+        "string-width": {
+          "version": "4.2.3",
+          "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
+          "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
+          "dev": true,
+          "requires": {
+            "emoji-regex": "^8.0.0",
+            "is-fullwidth-code-point": "^3.0.0",
+            "strip-ansi": "^6.0.1"
+          }
+        },
+        "strip-ansi": {
+          "version": "6.0.1",
+          "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
+          "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
+          "dev": true,
+          "requires": {
+            "ansi-regex": "^5.0.1"
+          }
+        }
+      }
+    },
+    "wrappy": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
+      "integrity": "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8=",
+      "dev": true
+    },
+    "write-file-atomic": {
+      "version": "3.0.3",
+      "resolved": "https://registry.npmjs.org/write-file-atomic/-/write-file-atomic-3.0.3.tgz",
+      "integrity": "sha512-AvHcyZ5JnSfq3ioSyjrBkH9yW4m7Ayk8/9My/DD9onKeu/94fwrMocemO2QAJFAlnnDN+ZDS+ZjAR5ua1/PV/Q==",
+      "dev": true,
+      "requires": {
+        "imurmurhash": "^0.1.4",
+        "is-typedarray": "^1.0.0",
+        "signal-exit": "^3.0.2",
+        "typedarray-to-buffer": "^3.1.5"
+      }
+    },
+    "xdg-basedir": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/xdg-basedir/-/xdg-basedir-4.0.0.tgz",
+      "integrity": "sha512-PSNhEJDejZYV7h50BohL09Er9VaIefr2LMAf3OEmpCkjOi34eYyQYAXUTjEQtZJTKcF0E2UKTh+osDLsgNim9Q==",
+      "dev": true
+    },
+    "xml2js": {
+      "version": "0.4.23",
+      "resolved": "https://registry.npmjs.org/xml2js/-/xml2js-0.4.23.tgz",
+      "integrity": "sha512-ySPiMjM0+pLDftHgXY4By0uswI3SPKLDw/i3UXbnO8M/p28zqexCUoPmQFrYD+/1BzhGJSs2i1ERWKJAtiLrug==",
+      "dev": true,
+      "requires": {
+        "sax": ">=0.6.0",
+        "xmlbuilder": "~11.0.0"
+      }
+    },
+    "xmlbuilder": {
+      "version": "11.0.1",
+      "resolved": "https://registry.npmjs.org/xmlbuilder/-/xmlbuilder-11.0.1.tgz",
+      "integrity": "sha512-fDlsI/kFEx7gLvbecc0/ohLG50fugQp8ryHzMTuW9vSa1GJ0XYWKnhsUx7oie3G98+r56aTQIUB4kht42R3JvA==",
+      "dev": true
+    },
+    "xmlcreate": {
+      "version": "2.0.3",
+      "resolved": "https://registry.npmjs.org/xmlcreate/-/xmlcreate-2.0.3.tgz",
+      "integrity": "sha512-HgS+X6zAztGa9zIK3Y3LXuJes33Lz9x+YyTxgrkIdabu2vqcGOWwdfCpf1hWLRrd553wd4QCDf6BBO6FfdsRiQ==",
+      "dev": true
+    },
+    "xtend": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
+      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==",
+      "dev": true
+    },
+    "y18n": {
+      "version": "4.0.3",
+      "resolved": "https://registry.npmjs.org/y18n/-/y18n-4.0.3.tgz",
+      "integrity": "sha512-JKhqTOwSrqNA1NY5lSztJ1GrBiUodLMmIZuLiDaMRJ+itFd+ABVE8XBjOvIWL+rSqNDC74LCSFmlb/U4UZ4hJQ==",
+      "dev": true
+    },
+    "yallist": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
+      "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==",
+      "dev": true
+    },
+    "yazl": {
+      "version": "2.5.1",
+      "resolved": "https://registry.npmjs.org/yazl/-/yazl-2.5.1.tgz",
+      "integrity": "sha512-phENi2PLiHnHb6QBVot+dJnaAZ0xosj7p3fWl+znIjBDlnMI2PsZCJZ306BPTFOaHf5qdDEI8x5qFrSOBN5vrw==",
+      "dev": true,
+      "requires": {
+        "buffer-crc32": "~0.2.3"
+      }
+    },
+    "yesno": {
+      "version": "0.3.1",
+      "resolved": "https://registry.npmjs.org/yesno/-/yesno-0.3.1.tgz",
+      "integrity": "sha512-7RbCXegyu6DykWPWU0YEtW8gFJH8KBL2d5l2fqB0XpkH0Y9rk59YSSWpzEv7yNJBGAouPc67h3kkq0CZkpBdFw==",
+      "dev": true
     }
   }
 }
diff --git a/menas/ui/package.json b/menas/ui/package.json
index 1f9b77de2..d276f29af 100644
--- a/menas/ui/package.json
+++ b/menas/ui/package.json
@@ -16,7 +16,7 @@
   "dependencies": {
     "chart.js": "^2.7.3",
     "cronstrue": "^1.106.0",
-    "lodash": "^4.17.20",
+    "lodash": "^4.17.21",
     "moment": "^2.22.2"
   },
   "scripts": {
diff --git a/menas/ui/service/EntityDialog.js b/menas/ui/service/EntityDialog.js
index bb559674d..53a6fd698 100644
--- a/menas/ui/service/EntityDialog.js
+++ b/menas/ui/service/EntityDialog.js
@@ -42,6 +42,12 @@ class EntityDialog {
       return;
     }
 
+    // transforms /selectedSchema to expected fields on backend:
+    if (newEntity.selectedSchema) {
+      newEntity.schemaName = newEntity.selectedSchema.name;
+      newEntity.schemaVersion = newEntity.selectedSchema.version;
+    }
+
     if (this.isValid(newEntity)) {
       // send and update UI
       if (newEntity.isEdit) {
@@ -95,7 +101,7 @@ class DatasetDialog extends EntityDialog {
 
     oController.byId("toggleHdfsBrowser").attachPress(this.onHdfsBrowserToggle, this);
 
- }
+  }
 
   /**
    * Will create `oProps`'s allowedValues mapped into displayable sequence of objects, e.g.
@@ -104,7 +110,7 @@ class DatasetDialog extends EntityDialog {
    * @returns {undefined} or allowedValues sequence of Select-mappable object: (value, text)*
    */
   preprocessedAllowedValues(oProp) {
-    if(Functions.hasValidAllowedValues(oProp.propertyType)) {
+    if (Functions.hasValidAllowedValues(oProp.propertyType)) {
       let allowedMap = oProp.propertyType.allowedValues.map(val => {
         if (val == oProp.propertyType.suggestedValue) {
           return {value: val, text: `${val} (suggested value)`}
@@ -116,7 +122,7 @@ class DatasetDialog extends EntityDialog {
       if (oProp.essentiality._t !== "Mandatory") {
         allowedMap = [{value: "", text: ""}, ...allowedMap] // (ES6 prepending) - ability to undefine the property
       }
-        return allowedMap;
+      return allowedMap;
 
     } else {
       return undefined;
@@ -305,6 +311,7 @@ class EditDatasetDialog extends DatasetDialog {
       current.isEdit = true;
       current.title = "Edit";
       current.hdfsBrowserEnabled = true;
+      current.selectedSchema = {name: current.schemaName, version: current.schemaVersion};
 
       this.schemaService.getAllVersions(current.schemaName, this.oController.byId("schemaVersionSelect"));
       this.oDialog.setModel(new sap.ui.model.json.JSONModel(jQuery.extend(true, {}, current)), "entity");
@@ -385,6 +392,25 @@ class EditSchemaDialog extends SchemaDialog {
 class MappingTableDialog extends EntityDialog {
   static hdfsPropertyNames = ["/hdfsPath"];
 
+  submit() {
+    let updatedFilters = this.oDialog.getModel("filterEdit").getProperty("/editingFilters");
+
+    if (updatedFilters) {
+      if (updatedFilters.length > 1) {
+        console.error(`Multiple root filters found, aborting: ${JSON.stringify(updatedFilters)}`);
+        sap.m.MessageToast.show("Invalid filter update found (multiple roots), no filter update done");
+      } else {
+        const cleanedFilter = FilterTreeUtils.removeDeletedNodesFromFilterData(updatedFilters[0]);
+        const updatedFilter = FilterTreeUtils.removeNiceNamesFromFilterData(cleanedFilter);
+        const schemaFilledFilter = this.filterEdit.applyValueTypesFromSchema(updatedFilter);
+
+        this.oDialog.getModel("entity").setProperty("/filter", schemaFilledFilter);
+      }
+    } // do nothing on empty filter
+
+    super.submit()
+  }
+
   constructor(oDialog, mappingTableService, schemaService, oController) {
     super(oDialog, mappingTableService, oController);
     this._schemaService = schemaService;
@@ -392,6 +418,9 @@ class MappingTableDialog extends EntityDialog {
     oController.byId("newMappingTableCancelButton").attachPress(this.cancel, this);
     oController.byId("newMappingTableName").attachChange(this.onNameChange, this);
 
+    this.filterEdit = new FilterEdit(this.oController, "", this._schemaService);
+    this.filterEdit.bindFilterEditControls(this.oDialog);
+
     oController.byId("toggleHdfsBrowser").attachPress(this.onHdfsBrowserToggle, this);
   }
 
@@ -413,15 +442,18 @@ class MappingTableDialog extends EntityDialog {
     // simple path-based
     this.oController.byId("addMtSimplePath").setValueState(sap.ui.core.ValueState.None);
     this.oController.byId("addMtSimplePath").setValueStateText("");
+
+    this.filterEdit.resetFilterValidation();
   }
 
   isValid(oMT) {
-    this.resetValueState();
+    this.resetValueState(); // includes reset of filter validation
 
     let hasValidName = EntityValidationService.hasValidName(oMT, "Mapping Table",
       this.oController.byId("newMappingTableName"));
     let hasValidSchema = EntityValidationService.hasValidSchema(oMT, "Mapping Table",
       this.oController.byId("schemaVersionSelect"));
+    let hasValidFilter = this.filterEdit.validateFilterData();
 
     if (oMT.hdfsBrowserEnabled) {
       let hasValidHDFSPath = EntityValidationService.hasValidHDFSPath(oMT.hdfsPath,
@@ -429,14 +461,14 @@ class MappingTableDialog extends EntityDialog {
         this.oController.byId("selectedHDFSPathLabel"));
       let hasExistingHDFSPath = hasValidHDFSPath ? this.oController.byId("addMtHDFSBrowser").validate() : false;
 
-      return hasValidName && hasValidSchema && hasExistingHDFSPath;
+      return hasValidName && hasValidSchema && hasExistingHDFSPath && hasValidFilter;
     } else {
 
       let hasValidSimplePath = EntityValidationService.hasValidSimplePath(oMT.hdfsPath,
         "Mapping Table path",
         this.oController.byId("addMtSimplePath"));
 
-      return hasValidName && hasValidSchema && hasValidSimplePath;
+      return hasValidName && hasValidSchema && hasValidSimplePath && hasValidFilter;
     }
   }
 
@@ -448,13 +480,31 @@ class MappingTableDialog extends EntityDialog {
       this.oDialog.getModel("entity").setProperty("/nameUnique", true);
     }
   }
+
+  // on MTDialog open - base
+  onPress() {
+    const typeModel = new sap.ui.model.json.JSONModel(DataTypeUtils.dataTypesAsTypes);
+    this.oDialog.setModel(typeModel, "suggestedColumnTypes");
+  }
+
+  setFilterEditModel(filterData) {
+    // "filterEdit>/editingFilters" holds user-changing filter
+    const filterModel = new sap.ui.model.json.JSONModel();
+    filterModel.setProperty("/editingFilters", filterData);
+    this.oDialog.setModel(filterModel, "filterEdit");
+
+    const suggestedSchemaColumnsModel = new sap.ui.model.json.JSONModel();
+    this.oDialog.setModel(suggestedSchemaColumnsModel, "suggestedColumns");
+  }
 }
 
 class AddMappingTableDialog extends MappingTableDialog {
 
   onPress() {
+    super.onPress();
+
     this.schemaService.getList(this.oDialog).then(() => {
-      this.oDialog.setModel(new sap.ui.model.json.JSONModel({
+      const emptyDialogModel = new sap.ui.model.json.JSONModel({
         name: "",
         description: "",
         schemaName: "",
@@ -463,7 +513,11 @@ class AddMappingTableDialog extends MappingTableDialog {
         isEdit: false,
         title: "Add",
         hdfsBrowserEnabled: true
-      }), "entity");
+      });
+
+      this.oDialog.setModel(emptyDialogModel, "entity");
+      this.setFilterEditModel([]); // empty filter data for new MT
+      this.filterEdit.bindModelToSchemaChange(emptyDialogModel);
 
       this.openSimpleOrHdfsBrowsingDialog(this.oDialog, MappingTableDialog.hdfsPropertyNames)
     });
@@ -474,15 +528,24 @@ class AddMappingTableDialog extends MappingTableDialog {
 class EditMappingTableDialog extends MappingTableDialog {
 
   onPress() {
+    super.onPress();
+
     this.schemaService.getList(this.oDialog).then(() => {
       const current = this.oController._model.getProperty("/currentMappingTable");
 
+      const updatedFilters = [FilterTreeUtils.addNiceNamesToFilterData(this.filterEdit.resetFilterDataValidation(current.filter))];
+
       current.isEdit = true;
       current.title = "Edit";
       current.hdfsBrowserEnabled = true;
+      current.selectedSchema = {name: current.schemaName, version: current.schemaVersion};
       this.schemaService.getAllVersions(current.schemaName, this.oController.byId("schemaVersionSelect"));
 
-      this.oDialog.setModel(new sap.ui.model.json.JSONModel(jQuery.extend(true, {}, current)), "entity");
+      const model = new sap.ui.model.json.JSONModel(jQuery.extend(true, {}, current));
+      this.oDialog.setModel(model, "entity");
+      this.setFilterEditModel(updatedFilters);
+      this.filterEdit.bindModelToSchemaChange(model);
+
       this.openSimpleOrHdfsBrowsingDialog(this.oDialog, MappingTableDialog.hdfsPropertyNames)
     });
   }
diff --git a/menas/ui/service/EntityService.js b/menas/ui/service/EntityService.js
index b47c064c1..828baee1d 100644
--- a/menas/ui/service/EntityService.js
+++ b/menas/ui/service/EntityService.js
@@ -468,7 +468,8 @@ class MappingTableService extends DependentEntityService {
       description: oEntity.description,
       hdfsPath: oEntity.hdfsPath,
       schemaName: oEntity.schemaName,
-      schemaVersion: oEntity.schemaVersion
+      schemaVersion: oEntity.schemaVersion,
+      filter: oEntity.filter
     }
   }
 
diff --git a/menas/ui/service/FilterTreeUtils.js b/menas/ui/service/FilterTreeUtils.js
new file mode 100644
index 000000000..371c824ab
--- /dev/null
+++ b/menas/ui/service/FilterTreeUtils.js
@@ -0,0 +1,148 @@
+/*
+ * Copyright 2018 ABSA Group Limited
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+class FilterTreeUtils {
+
+  static #applyToFilterData(filterData, applyFn, mutable) {
+    if (!filterData) {
+      return filterData; // when empty, return as-is
+    }
+
+    // recursive function to apply on all level of the tree data
+    const recursiveFnWrapper = function(filterNode) {
+      applyFn(filterNode);
+
+      // recursively do the same:
+      // AndJoinedFilters, OrJoinedFilters have field `filterItems` defined; NotFilter has field `inputFilter` defined.
+      if (filterNode.filterItems) filterNode.filterItems.forEach(recursiveFnWrapper);
+      if (filterNode.inputFilter) recursiveFnWrapper(filterNode.inputFilter);
+    };
+
+    // if the method is to be pure from the outside: making a deep copy to do the changes on at first:
+    let filterDataNode = mutable ? filterData : jQuery.extend(true, { }, filterData);
+    recursiveFnWrapper(filterDataNode); // apply recursive changes mutably
+
+    return filterDataNode;
+  }
+
+
+  /**
+   * Aux method to apply a function recursively to all nodes in all levels of the filterData structure (immutable fn'l way)
+   * @param filterData root node
+   * @param applyFn function to apply (expected to be mutating)
+   * @returns copy of the `filterData` root node with changes applied
+   */
+  static applyToFilterDataImmutably(filterData, applyFn) {
+    return this.#applyToFilterData(filterData, applyFn, false)
+  }
+
+  static addIconsAndNiceNamesToFilterData(filterData){
+
+    // fn to add icon and human readable text
+    const applyFn = function(filterNode) {
+      switch (filterNode._t) {
+        case "AndJoinedFilters":
+          filterNode.text = "AND";
+          filterNode.icon = "sap-icon://combine";
+          break;
+        case "OrJoinedFilters":
+          filterNode.text = "OR";
+          filterNode.icon = "sap-icon://split";
+          break;
+        case "EqualsFilter":
+          filterNode.text = `Value of "${filterNode.columnName}" equals to "${filterNode.value}" (of type ${filterNode.valueType})`;
+          filterNode.icon = "sap-icon://filter";
+          break;
+        case "DiffersFilter":
+          filterNode.text = `Value of "${filterNode.columnName}" differs from "${filterNode.value}" (of type ${filterNode.valueType})`;
+          filterNode.icon = "sap-icon://clear-filter";
+          break;
+        case "NotFilter":
+          filterNode.text = "NOT";
+          filterNode.icon = "sap-icon://SAP-icons-TNT/solution-not-licensed";
+          break;
+        case "IsNullFilter":
+          filterNode.text = `Value of "${filterNode.columnName}" is null`;
+          filterNode.icon = "sap-icon://SAP-icons-TNT/marquee";
+          break;
+        default:
+      }
+    };
+
+    return FilterTreeUtils.applyToFilterDataImmutably(filterData, applyFn);
+  }
+
+  static addNiceNamesToFilterData(filterData) {
+
+    // fn to add human readable text
+    const applyFn = function (filterNode) {
+      switch (filterNode._t) {
+        case "AndJoinedFilters":
+          filterNode.text = "AND";
+          break;
+        case "OrJoinedFilters":
+          filterNode.text = "OR";
+          break;
+        case "EqualsFilter":
+          filterNode.text = "Equals";
+          break;
+        case "DiffersFilter":
+          filterNode.text = `Differs`;
+          break;
+        case "NotFilter":
+          filterNode.text = "NOT";
+          break;
+        case "IsNullFilter":
+          filterNode.text = `is NULL`;
+          break;
+        default:
+      }
+    };
+
+    return FilterTreeUtils.applyToFilterDataImmutably(filterData, applyFn);
+  }
+
+  /**
+   * can be used to prevent removal of filter ("trailing null")
+   * @param filterData
+   * @returns {copy}
+   */
+  static removeDeletedNodesFromFilterData(filterData) {
+    const applyFn = function (filterNode) {
+      if (filterNode.filterItems) {
+        filterNode.filterItems = filterNode.filterItems.filter(x => x) // remove nulls from array
+      }
+    };
+
+    return FilterTreeUtils.applyToFilterDataImmutably(filterData, applyFn);
+  }
+
+  static removeNiceNamesFromFilterData(filterData) {
+
+    // fn to add human readable text
+    const applyFn = function (filterNode) {
+      filterNode.text = undefined;
+    };
+
+    return FilterTreeUtils.applyToFilterDataImmutably(filterData, applyFn);
+  }
+
+  // simple spark-sql types for hinting, origin: https://spark.apache.org/docs/latest/sql-ref-datatypes.htm
+  static columnTypeNames = [
+    "boolean", "byte", "short", "integer", "long", "bigint", "float", "double", "decimal", "numeric",
+    "date", "timestamp", "string", "binary", "interval"
+  ]
+
+}
diff --git a/pom.xml b/pom.xml
index 5271c0a7f..893fd445b 100644
--- a/pom.xml
+++ b/pom.xml
@@ -11,71 +11,72 @@
   ~ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
   ~ See the License for the specific language governing permissions and
   ~ limitations under the License.
-	-->
+  -->
+
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
-	<modelVersion>4.0.0</modelVersion>
-	<groupId>za.co.absa.enceladus</groupId>
-	<artifactId>parent</artifactId>
-	<version>3.0.0-SNAPSHOT</version>
-	<packaging>pom</packaging>
-	<name>Enceladus</name>
-	<description>Enceladus is a Dynamic Conformance Engine which allows data from different formats to be standardized to parquet and conformed to group-accepted common reference.</description>
-	<url>https://github.com/AbsaOSS/enceladus</url>
-	<inceptionYear>2018</inceptionYear>
-	<scm>
-		<connection>scm:git:git://github.com/AbsaOSS/enceladus.git</connection>
-		<developerConnection>scm:git:ssh://github.com:AbsaOSS/enceladus.git</developerConnection>
-		<url>http://github.com/AbsaOSS/enceladus/tree/master</url>
-		<tag>HEAD</tag>
-	</scm>
-	<licenses>
-		<license>
-			<name>Apache License, Version 2.0</name>
-			<url>https://www.apache.org/licenses/LICENSE-2.0</url>
-			<distribution>repo</distribution>
-		</license>
-	</licenses>
-	<organization>
-		<name>ABSA Group Limited</name>
-		<url>https://www.absa.africa</url>
-	</organization>
-	<developers>
-		<developer>
-			<id>lokm01</id>
-			<name>Jan Scherbaum</name>
-			<timezone>Europe/Prague</timezone>
-			<url>https://github.com/lokm01</url>
-		</developer>
-		<developer>
-			<id>GeorgiChochov</id>
-			<name>Georgi Chochov</name>
-			<timezone>Europe/Prague</timezone>
-			<url>https://github.com/GeorgiChochov</url>
-		</developer>
-		<developer>
-			<id>Zejnilovic</id>
-			<name>Saša Zejnilović</name>
-			<timezone>Europe/Prague</timezone>
-			<url>https://github.com/Zejnilovic</url>
-		</developer>
-		<developer>
-			<id>benedeki</id>
-			<name>David Benedeki</name>
-			<timezone>Europe/Prague</timezone>
-			<url>https://github.com/benedeki</url>
-		</developer>
-		<developer>
-			<id>DzMakatun</id>
-			<name>Dzmitry Makatun</name>
-			<timezone>Europe/Prague</timezone>
-			<url>https://github.com/DzMakatun</url>
-		</developer>
-		<developer>
-			<id>yruslan</id>
-			<name>Ruslan Iushchenko</name>
-			<timezone>Europe/Prague</timezone>
-			<url>https://github.com/yruslan</url>
-		</developer>
+    <modelVersion>4.0.0</modelVersion>
+    <groupId>za.co.absa.enceladus</groupId>
+    <artifactId>parent</artifactId>
+    <version>3.0.0-SNAPSHOT</version>
+    <packaging>pom</packaging>
+    <name>Enceladus</name>
+    <description>Enceladus is a Dynamic Conformance Engine which allows data from different formats to be standardized to parquet and conformed to group-accepted common reference.</description>
+    <url>https://github.com/AbsaOSS/enceladus</url>
+    <inceptionYear>2018</inceptionYear>
+    <scm>
+        <connection>scm:git:git://github.com/AbsaOSS/enceladus.git</connection>
+        <developerConnection>scm:git:ssh://github.com:AbsaOSS/enceladus.git</developerConnection>
+        <url>http://github.com/AbsaOSS/enceladus/tree/master</url>
+        <tag>HEAD</tag>
+    </scm>
+    <licenses>
+        <license>
+            <name>Apache License, Version 2.0</name>
+            <url>https://www.apache.org/licenses/LICENSE-2.0</url>
+            <distribution>repo</distribution>
+        </license>
+    </licenses>
+    <organization>
+        <name>ABSA Group Limited</name>
+        <url>https://www.absa.africa</url>
+    </organization>
+    <developers>
+        <developer>
+            <id>lokm01</id>
+            <name>Jan Scherbaum</name>
+            <timezone>Europe/Prague</timezone>
+            <url>https://github.com/lokm01</url>
+        </developer>
+        <developer>
+            <id>GeorgiChochov</id>
+            <name>Georgi Chochov</name>
+            <timezone>Europe/Prague</timezone>
+            <url>https://github.com/GeorgiChochov</url>
+        </developer>
+        <developer>
+            <id>Zejnilovic</id>
+            <name>Saša Zejnilović</name>
+            <timezone>Europe/Prague</timezone>
+            <url>https://github.com/Zejnilovic</url>
+        </developer>
+        <developer>
+            <id>benedeki</id>
+            <name>David Benedeki</name>
+            <timezone>Europe/Prague</timezone>
+            <url>https://github.com/benedeki</url>
+        </developer>
+        <developer>
+            <id>DzMakatun</id>
+            <name>Dzmitry Makatun</name>
+            <timezone>Europe/Prague</timezone>
+            <url>https://github.com/DzMakatun</url>
+        </developer>
+        <developer>
+            <id>yruslan</id>
+            <name>Ruslan Iushchenko</name>
+            <timezone>Europe/Prague</timezone>
+            <url>https://github.com/yruslan</url>
+        </developer>
         <developer>
             <id>dk1844</id>
             <name>Daniel Kavan</name>
@@ -88,495 +89,500 @@
             <timezone>Europe/Prague</timezone>
             <url>https://github.com/AdrianOlosutean</url>
         </developer>
-	</developers>
-	<distributionManagement>
-		<snapshotRepository>
-			<id>ossrh</id>
-			<url>https://oss.sonatype.org/content/repositories/snapshots</url>
-		</snapshotRepository>
-		<repository>
-			<id>ossrh</id>
-			<url>https://oss.sonatype.org/service/local/staging/deploy/maven2/</url>
-		</repository>
-	</distributionManagement>
-	<repositories>
-		<repository>
-			<id>confluent</id>
-			<url>https://packages.confluent.io/maven/</url>
-			<releases>
-				<updatePolicy>never</updatePolicy>
-			</releases>
-		</repository>
-	</repositories>
-	<modules>
-		<module>dao</module>
-		<module>data-model</module>
-		<module>examples</module>
-		<module>menas</module>
-		<module>migrations</module>
-		<module>migrations-cli</module>
-		<module>plugins-api</module>
-		<module>plugins-builtin</module>
-		<module>rest-api</module>
-		<module>spark-jobs</module>
-		<module>utils</module>
-	</modules>
-	<properties>
-		<encoding>UTF-8</encoding>
-		<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
-		<!--plugin versions-->
-		<dockerfile.maven.version>1.4.13</dockerfile.maven.version>
-		<gitflow.maven.plugin.version>1.16.0</gitflow.maven.plugin.version>
-		<maven.antrun.plugin.version>1.8</maven.antrun.plugin.version>
-		<maven.gpg.plugin.version>1.6</maven.gpg.plugin.version>
-		<maven.jar.plugin.version>3.2.0</maven.jar.plugin.version>
-		<maven.rat.plugin.version>0.12</maven.rat.plugin.version>
-		<maven.shade.plugin.version>3.2.1</maven.shade.plugin.version>
-		<maven.source.plugin.version>3.0.1</maven.source.plugin.version>
-		<maven.surefire.plugin.version>2.18.1</maven.surefire.plugin.version>
-		<maven.war.plugin.version>2.2</maven.war.plugin.version>
-		<scala.maven.plugin.version>4.4.0</scala.maven.plugin.version>
-		<scoverage.maven.plugin.version>1.3.0</scoverage.maven.plugin.version>
-		<!--dependency versions-->
-		<abris.version>3.1.1</abris.version>
-		<atum.version>3.6.0</atum.version>
-		<bower.chart.js.version>2.7.3</bower.chart.js.version>
-		<bson.codec.jsr310.version>3.5.4</bson.codec.jsr310.version>
-		<cobrix.version>2.1.0</cobrix.version>
-		<commons.version>0.0.27</commons.version>
-		<diffson.version>2.0.2</diffson.version>
-		<gson.version>2.8.2</gson.version>
-		<guava.version>27.0.1-jre</guava.version>
-		<hadoop.version>2.8.5</hadoop.version>
-		<htrace.version>3.1.0-incubating</htrace.version>
-		<httpclient.version>4.4.1</httpclient.version>
-		<jackson.spark.datatype.version>2.10.4</jackson.spark.datatype.version>
-		<jackson.spark.version>2.10.4</jackson.spark.version>
-		<jackson.version>2.9.8</jackson.version>
-		<jjwt.version>0.10.7</jjwt.version>
-		<json4s.version>3.5.3</json4s.version>
-		<junit.version>4.11</junit.version>
-		<kafka.spark.version>0-10</kafka.spark.version>
-		<lodash.version>4.17.10</lodash.version>
-		<mockito.core.version>3.5.2</mockito.core.version>
-		<mockito.scala.version>1.15.0</mockito.scala.version>
-		<momentjs.version>2.22.2</momentjs.version>
-		<mongo.java.driver.version>3.6.4</mongo.java.driver.version>
-		<mongo.scala.driver.version>2.7.0</mongo.scala.driver.version>
-		<oozie.version>4.3.0</oozie.version>
-		<openui5.version>1.67.1</openui5.version>
-		<parquet.version>1.10.0</parquet.version>
-		<requests.version>0.1.6</requests.version>
-		<scala.compat.version>2.11</scala.compat.version>
-		<scala.java8.compat.version>0.9.0</scala.java8.compat.version>
-		<scala.version>2.11.12</scala.version>
-		<scalatest.maven.version>2.0.0</scalatest.maven.version>
-		<scalatest.version>3.2.2</scalatest.version>
-		<scopt.version>4.0.0</scopt.version>
-		<spark.compat.version>2.4</spark.compat.version>
-		<spark.hats.version>0.2.2</spark.hats.version>
-		<spark.hofs.version>0.4.0</spark.hofs.version>
-		<spark.version>2.4.4</spark.version>
-		<spark.xml.version>0.5.0</spark.xml.version>
-		<specs.version>2.4.16</specs.version>
-		<spline.agent.version>0.6.0</spline.agent.version>
-		<spray.json.version>1.3.5</spray.json.version>
-		<spring.kerberos.version>1.0.1.RELEASE</spring.kerberos.version>
-		<spring.ldap.version>5.0.14.RELEASE</spring.ldap.version>
-		<spring.version>2.0.0.RELEASE</spring.version>
-		<typesafe.config.version>1.3.1</typesafe.config.version>
-		<ujson.version>0.7.1</ujson.version>
-		<webjars.locator.version>0.35</webjars.locator.version>
-		<wiremock.version>2.26.3</wiremock.version>
-		<!--other properties-->
-		<quiet.scalastyle.check>true</quiet.scalastyle.check>
-		<scalastyle.configLocation>${project.basedir}/scalastyle-config.xml</scalastyle.configLocation>
-		<dockerfile.rest-api.repository>docker.io/absaoss/menas</dockerfile.rest-api.repository>
-		<dockerfile.menas.repository>docker.io/absaoss/menas-ui</dockerfile.menas.repository>
-		<dockerfile.tag>${project.version}</dockerfile.tag>
-		<!-- Name of property file that will be used by the Docker image. -->
-		<dockerfile.property.file>docker</dockerfile.property.file>
-		<skip.integration.tests>true</skip.integration.tests>
-		<!-- logging-->
-		<log.level.base>WARN</log.level.base>
-		<log.level.testcode>ERROR</log.level.testcode>
-		<log.pattern>[%p] %d{yy/MM/dd HH:mm:ss} %c{4}: %m%n</log.pattern>
-		<log.specialfilters.acceptonmatch>false</log.specialfilters.acceptonmatch>
-	</properties>
-	<dependencies>
-		<dependency>
-			<groupId>org.scala-lang</groupId>
-			<artifactId>scala-library</artifactId>
-			<version>${scala.version}</version>
-			<scope>provided</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop</groupId>
-			<artifactId>hadoop-client</artifactId>
-			<version>${hadoop.version}</version>
-			<scope>provided</scope>
-			<exclusions>
-				<exclusion>
-					<groupId>commons-httpclient</groupId>
-					<artifactId>commons-httpclient</artifactId>
-				</exclusion>
-				<exclusion>
-					<groupId>org.apache.httpcomponents</groupId>
-					<artifactId>httpclient</artifactId>
-				</exclusion>
-			</exclusions>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.hadoop</groupId>
-			<artifactId>hadoop-aws</artifactId>
-			<version>${hadoop.version}</version>
-			<scope>provided</scope>
-			<exclusions>
-				<!-- using AWS SDK v2 instead of v1 if desired -->
-				<exclusion>
-					<groupId>com.amazonaws</groupId>
-					<artifactId>aws-java-sdk-s3</artifactId>
-				</exclusion>
-				<!-- contains older version than supplied otherwise -->
-				<exclusion>
-					<groupId>com.fasterxml.jackson.core</groupId>
-					<artifactId>jackson-databind</artifactId>
-				</exclusion>
-				<exclusion>
-					<groupId>com.fasterxml.jackson.core</groupId>
-					<artifactId>jackson-annotations</artifactId>
-				</exclusion>
-				<exclusion>
-					<groupId>com.fasterxml.jackson.core</groupId>
-					<artifactId>jackson-core</artifactId>
-				</exclusion>
-			</exclusions>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.spark</groupId>
-			<artifactId>spark-core_${scala.compat.version}</artifactId>
-			<version>${spark.version}</version>
-			<scope>provided</scope>
-			<exclusions>
-				<exclusion>
-					<groupId>commons-httpclient</groupId>
-					<artifactId>commons-httpclient</artifactId>
-				</exclusion>
-				<exclusion>
-					<groupId>org.apache.httpcomponents</groupId>
-					<artifactId>httpclient</artifactId>
-				</exclusion>
-			</exclusions>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.spark</groupId>
-			<artifactId>spark-sql_${scala.compat.version}</artifactId>
-			<version>${spark.version}</version>
-			<scope>provided</scope>
-			<exclusions>
-				<exclusion>
-					<groupId>commons-httpclient</groupId>
-					<artifactId>commons-httpclient</artifactId>
-				</exclusion>
-				<exclusion>
-					<groupId>org.apache.httpcomponents</groupId>
-					<artifactId>httpclient</artifactId>
-				</exclusion>
-			</exclusions>
-		</dependency>
-		<dependency>
-			<groupId>org.apache.parquet</groupId>
-			<artifactId>parquet-hadoop</artifactId>
-			<version>${parquet.version}</version>
-		</dependency>
-		<dependency>
-			<groupId>za.co.absa</groupId>
-			<artifactId>spark-hofs_${scala.compat.version}</artifactId>
-			<version>${spark.hofs.version}</version>
-		</dependency>
-		<dependency>
-			<groupId>za.co.absa</groupId>
-			<artifactId>spark-hats_${scala.compat.version}</artifactId>
-			<version>${spark.hats.version}</version>
-		</dependency>
-		<!-- Test -->
-		<dependency>
-			<groupId>org.specs2</groupId>
-			<artifactId>specs2-core_${scala.compat.version}</artifactId>
-			<version>${specs.version}</version>
-			<scope>test</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.scalatest</groupId>
-			<artifactId>scalatest_${scala.compat.version}</artifactId>
-			<version>${scalatest.version}</version>
-			<scope>test</scope>
-		</dependency>
-		<dependency>
-			<groupId>junit</groupId>
-			<artifactId>junit</artifactId>
-			<version>4.13.1</version>
-			<scope>test</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.mockito</groupId>
-			<artifactId>mockito-scala_${scala.compat.version}</artifactId>
-			<version>${mockito.scala.version}</version>
-			<scope>test</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.mockito</groupId>
-			<artifactId>mockito-scala-scalatest_${scala.compat.version}</artifactId>
-			<version>${mockito.scala.version}</version>
-			<scope>test</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.mockito</groupId>
-			<artifactId>mockito-core</artifactId>
-			<version>${mockito.core.version}</version>
-			<scope>test</scope>
-		</dependency>
-	</dependencies>
-	<build>
-		<sourceDirectory>src/main/scala</sourceDirectory>
-		<testSourceDirectory>src/test/scala</testSourceDirectory>
-		<pluginManagement>
-			<plugins>
-				<plugin>
-					<groupId>org.scalastyle</groupId>
-					<artifactId>scalastyle-maven-plugin</artifactId>
-					<version>1.0.0</version>
-					<configuration>
-						<quiet>${quiet.scalastyle.check}</quiet>
-						<verbose>false</verbose>
-						<failOnViolation>true</failOnViolation>
-						<failOnWarning>false</failOnWarning>
-						<includeTestSourceDirectory>false</includeTestSourceDirectory>
-						<sourceDirectory>${project.basedir}/src/main/scala</sourceDirectory>
-						<testSourceDirectory>${project.basedir}/src/test/scala</testSourceDirectory>
-						<configLocation>${scalastyle.configLocation}</configLocation>
-						<outputFile>${project.basedir}/target/scalastyle-output.xml</outputFile>
-					</configuration>
-					<executions>
-						<execution>
-							<goals>
-								<goal>check</goal>
-							</goals>
-						</execution>
-					</executions>
-				</plugin>
-			</plugins>
-		</pluginManagement>
-		<plugins>
-			<!-- disable surefire -->
-			<plugin>
-				<artifactId>maven-surefire-plugin</artifactId>
-				<version>${maven.surefire.plugin.version}</version>
-				<configuration>
-					<skipTests>true</skipTests>
-				</configuration>
-			</plugin>
-			<!-- enable scalatest -->
-			<plugin>
-				<groupId>org.scalatest</groupId>
-				<artifactId>scalatest-maven-plugin</artifactId>
-				<version>${scalatest.maven.version}</version>
-				<configuration>
-					<reportsDirectory>${project.build.directory}/surefire-reports</reportsDirectory>
-					<junitxml>.</junitxml>
-					<filereports>WDF TestSuite.txt</filereports>
-					<!--
+    </developers>
+    <distributionManagement>
+        <snapshotRepository>
+            <id>ossrh</id>
+            <url>https://oss.sonatype.org/content/repositories/snapshots</url>
+        </snapshotRepository>
+        <repository>
+            <id>ossrh</id>
+            <url>https://oss.sonatype.org/service/local/staging/deploy/maven2/</url>
+        </repository>
+    </distributionManagement>
+    <repositories>
+        <repository>
+            <id>confluent</id>
+            <url>https://packages.confluent.io/maven/</url>
+            <releases>
+                <updatePolicy>never</updatePolicy>
+            </releases>
+        </repository>
+    </repositories>
+    <modules>
+        <module>dao</module>
+        <module>data-model</module>
+        <module>examples</module>
+        <module>menas</module>
+        <module>migrations</module>
+        <module>migrations-cli</module>
+        <module>plugins-api</module>
+        <module>plugins-builtin</module>
+        <module>rest-api</module>
+        <module>spark-jobs</module>
+        <module>utils</module>
+    </modules>
+    <properties>
+        <encoding>UTF-8</encoding>
+        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+        <!--plugin versions-->
+        <dockerfile.maven.version>1.4.13</dockerfile.maven.version>
+        <gitflow.maven.plugin.version>1.16.0</gitflow.maven.plugin.version>
+        <maven.antrun.plugin.version>1.8</maven.antrun.plugin.version>
+        <maven.gpg.plugin.version>1.6</maven.gpg.plugin.version>
+        <maven.jar.plugin.version>3.2.0</maven.jar.plugin.version>
+        <maven.rat.plugin.version>0.12</maven.rat.plugin.version>
+        <maven.shade.plugin.version>3.2.1</maven.shade.plugin.version>
+        <maven.source.plugin.version>3.0.1</maven.source.plugin.version>
+        <maven.surefire.plugin.version>2.18.1</maven.surefire.plugin.version>
+        <maven.war.plugin.version>2.2</maven.war.plugin.version>
+        <scala.maven.plugin.version>4.4.0</scala.maven.plugin.version>
+        <scoverage.maven.plugin.version>1.3.0</scoverage.maven.plugin.version>
+        <!--dependency versions-->
+        <abris.version>3.1.1</abris.version>
+        <absa.commons.version>0.0.27</absa.commons.version>
+        <atum.version>3.7.0</atum.version>
+        <bower.chart.js.version>2.7.3</bower.chart.js.version>
+        <bson.codec.jsr310.version>3.5.4</bson.codec.jsr310.version>
+        <cobrix.version>2.4.2</cobrix.version>
+        <diffson.version>2.0.2</diffson.version>
+        <gson.version>2.8.2</gson.version>
+        <guava.version>27.0.1-jre</guava.version>
+        <hadoop.version>2.8.5</hadoop.version>
+        <htrace.version>3.1.0-incubating</htrace.version>
+        <httpclient.version>4.4.1</httpclient.version>
+        <jackson.spark.datatype.version>2.10.4</jackson.spark.datatype.version>
+        <jackson.spark.version>2.10.4</jackson.spark.version>
+        <jackson.version>2.9.8</jackson.version>
+        <jjwt.version>0.10.7</jjwt.version>
+        <json4s.version>3.5.3</json4s.version>
+        <junit.version>4.11</junit.version>
+        <kafka.spark.version>0-10</kafka.spark.version>
+        <lodash.version>4.17.10</lodash.version>
+        <mockito.core.version>3.5.2</mockito.core.version>
+        <mockito.scala.version>1.16.42</mockito.scala.version>
+        <momentjs.version>2.22.2</momentjs.version>
+        <mongo.java.driver.version>3.6.4</mongo.java.driver.version>
+        <mongo.scala.driver.version>2.7.0</mongo.scala.driver.version>
+        <oozie.version>4.3.0</oozie.version>
+        <openui5.version>1.67.1</openui5.version>
+        <parquet.version>1.10.0</parquet.version>
+        <requests.version>0.1.6</requests.version>
+        <scala.compat.version>2.11</scala.compat.version>
+        <scala.java8.compat.version>0.9.0</scala.java8.compat.version>
+        <scala.version>2.11.12</scala.version>
+        <scalatest.maven.version>2.0.0</scalatest.maven.version>
+        <scalatest.version>3.2.2</scalatest.version>
+        <scopt.version>4.0.0</scopt.version>
+        <spark.compat.version>2.4</spark.compat.version>
+        <spark.hats.version>0.2.2</spark.hats.version>
+        <spark.hofs.version>0.4.0</spark.hofs.version>
+        <spark.version>2.4.4</spark.version>
+        <spark.xml.version>0.5.0</spark.xml.version>
+        <specs.version>2.4.16</specs.version>
+        <spline.agent.version>0.6.0</spline.agent.version>
+        <spray.json.version>1.3.5</spray.json.version>
+        <spring.kerberos.version>1.0.1.RELEASE</spring.kerberos.version>
+        <spring.ldap.version>5.0.14.RELEASE</spring.ldap.version>
+        <spring.version>2.0.0.RELEASE</spring.version>
+        <typesafe.config.version>1.3.1</typesafe.config.version>
+        <ujson.version>0.7.1</ujson.version>
+        <webjars.locator.version>0.35</webjars.locator.version>
+        <wiremock.version>2.26.3</wiremock.version>
+        <!--other properties-->
+        <quiet.scalastyle.check>true</quiet.scalastyle.check>
+        <scalastyle.configLocation>${project.basedir}/scalastyle-config.xml</scalastyle.configLocation>
+        <dockerfile.rest-api.repository>docker.io/absaoss/menas</dockerfile.rest-api.repository>
+        <dockerfile.menas.repository>docker.io/absaoss/menas-ui</dockerfile.menas.repository>
+        <dockerfile.tag>${project.version}</dockerfile.tag>
+        <!-- Name of property file that will be used by the Docker image. -->
+        <dockerfile.property.file>docker</dockerfile.property.file>
+        <skip.integration.tests>true</skip.integration.tests>
+        <!-- logging-->
+        <log.level.base>WARN</log.level.base>
+        <log.level.testcode>ERROR</log.level.testcode>
+        <log.pattern>[%p] %d{yy/MM/dd HH:mm:ss} %c{4}: %m%n</log.pattern>
+        <log.specialfilters.acceptonmatch>false</log.specialfilters.acceptonmatch>
+    </properties>
+    <dependencies>
+        <dependency>
+            <groupId>org.scala-lang</groupId>
+            <artifactId>scala-library</artifactId>
+            <version>${scala.version}</version>
+            <scope>provided</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hadoop</groupId>
+            <artifactId>hadoop-client</artifactId>
+            <version>${hadoop.version}</version>
+            <scope>provided</scope>
+            <exclusions>
+                <exclusion>
+                    <groupId>commons-httpclient</groupId>
+                    <artifactId>commons-httpclient</artifactId>
+                </exclusion>
+                <exclusion>
+                    <groupId>org.apache.httpcomponents</groupId>
+                    <artifactId>httpclient</artifactId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hadoop</groupId>
+            <artifactId>hadoop-aws</artifactId>
+            <version>${hadoop.version}</version>
+            <scope>provided</scope>
+            <exclusions>
+                <!-- using AWS SDK v2 instead of v1 if desired -->
+                <exclusion>
+                    <groupId>com.amazonaws</groupId>
+                    <artifactId>aws-java-sdk-s3</artifactId>
+                </exclusion>
+                <!-- contains older version than supplied otherwise -->
+                <exclusion>
+                    <groupId>com.fasterxml.jackson.core</groupId>
+                    <artifactId>jackson-databind</artifactId>
+                </exclusion>
+                <exclusion>
+                    <groupId>com.fasterxml.jackson.core</groupId>
+                    <artifactId>jackson-annotations</artifactId>
+                </exclusion>
+                <exclusion>
+                    <groupId>com.fasterxml.jackson.core</groupId>
+                    <artifactId>jackson-core</artifactId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.spark</groupId>
+            <artifactId>spark-core_${scala.compat.version}</artifactId>
+            <version>${spark.version}</version>
+            <scope>provided</scope>
+            <exclusions>
+                <exclusion>
+                    <groupId>commons-httpclient</groupId>
+                    <artifactId>commons-httpclient</artifactId>
+                </exclusion>
+                <exclusion>
+                    <groupId>org.apache.httpcomponents</groupId>
+                    <artifactId>httpclient</artifactId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.spark</groupId>
+            <artifactId>spark-sql_${scala.compat.version}</artifactId>
+            <version>${spark.version}</version>
+            <scope>provided</scope>
+            <exclusions>
+                <exclusion>
+                    <groupId>commons-httpclient</groupId>
+                    <artifactId>commons-httpclient</artifactId>
+                </exclusion>
+                <exclusion>
+                    <groupId>org.apache.httpcomponents</groupId>
+                    <artifactId>httpclient</artifactId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.parquet</groupId>
+            <artifactId>parquet-hadoop</artifactId>
+            <version>${parquet.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>za.co.absa</groupId>
+            <artifactId>spark-hofs_${scala.compat.version}</artifactId>
+            <version>${spark.hofs.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>za.co.absa</groupId>
+            <artifactId>spark-hats_${scala.compat.version}</artifactId>
+            <version>${spark.hats.version}</version>
+        </dependency>
+        <!-- Test -->
+        <dependency>
+            <groupId>org.specs2</groupId>
+            <artifactId>specs2-core_${scala.compat.version}</artifactId>
+            <version>${specs.version}</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.scalatest</groupId>
+            <artifactId>scalatest_${scala.compat.version}</artifactId>
+            <version>${scalatest.version}</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <version>4.13.1</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.mockito</groupId>
+            <artifactId>mockito-scala_${scala.compat.version}</artifactId>
+            <version>${mockito.scala.version}</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.mockito</groupId>
+            <artifactId>mockito-scala-scalatest_${scala.compat.version}</artifactId>
+            <version>${mockito.scala.version}</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.mockito</groupId>
+            <artifactId>mockito-core</artifactId>
+            <version>${mockito.core.version}</version>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+    <build>
+        <sourceDirectory>src/main/scala</sourceDirectory>
+        <testSourceDirectory>src/test/scala</testSourceDirectory>
+        <pluginManagement>
+            <plugins>
+                <plugin>
+                    <groupId>org.scalastyle</groupId>
+                    <artifactId>scalastyle-maven-plugin</artifactId>
+                    <version>1.0.0</version>
+                    <configuration>
+                        <quiet>${quiet.scalastyle.check}</quiet>
+                        <verbose>false</verbose>
+                        <failOnViolation>true</failOnViolation>
+                        <failOnWarning>false</failOnWarning>
+                        <includeTestSourceDirectory>false</includeTestSourceDirectory>
+                        <sourceDirectory>${project.basedir}/src/main/scala</sourceDirectory>
+                        <testSourceDirectory>${project.basedir}/src/test/scala</testSourceDirectory>
+                        <configLocation>${scalastyle.configLocation}</configLocation>
+                        <outputFile>${project.basedir}/target/scalastyle-output.xml</outputFile>
+                    </configuration>
+                    <executions>
+                        <execution>
+                            <goals>
+                                <goal>check</goal>
+                            </goals>
+                        </execution>
+                    </executions>
+                </plugin>
+            </plugins>
+        </pluginManagement>
+        <plugins>
+            <!-- disable surefire -->
+            <plugin>
+                <artifactId>maven-surefire-plugin</artifactId>
+                <version>${maven.surefire.plugin.version}</version>
+                <configuration>
+                    <skipTests>true</skipTests>
+                </configuration>
+            </plugin>
+            <!-- enable scalatest -->
+            <plugin>
+                <groupId>org.scalatest</groupId>
+                <artifactId>scalatest-maven-plugin</artifactId>
+                <version>${scalatest.maven.version}</version>
+                <configuration>
+                    <reportsDirectory>${project.build.directory}/surefire-reports</reportsDirectory>
+                    <junitxml>.</junitxml>
+                    <filereports>WDF TestSuite.txt</filereports>
+                    <!--
                         Set heap memory to 4000 MB so array conformance test and conformance
                         end to end test could run. This can be removed later when dynamic conformance
                         becomes more efficient
-					-->
-					<argLine>-Xmx4000m -Dfile.encoding=UTF-8</argLine>
-				</configuration>
-				<executions>
-					<execution>
-						<id>unit-tests</id>
-						<goals>
-							<goal>test</goal>
-						</goals>
-						<configuration>
-							<suffixes>(?&lt;!IntegrationSuite)</suffixes>
-						</configuration>
-					</execution>
-					<execution>
-						<id>integration-tests</id>
-						<phase>test</phase>
-						<goals>
-							<goal>test</goal>
-						</goals>
-						<configuration>
-							<suffixes>(?&lt;=IntegrationSuite)</suffixes>
-							<skipTests>${skip.integration.tests}</skipTests>
-						</configuration>
-					</execution>
-				</executions>
-			</plugin>
-			<plugin>
-				<groupId>com.amashchenko.maven.plugin</groupId>
-				<artifactId>gitflow-maven-plugin</artifactId>
-				<version>${gitflow.maven.plugin.version}</version>
-				<configuration>
-					<installProject>true</installProject>
-					<verbose>true</verbose>
-					<gitFlowConfig>
-						<productionBranch>master</productionBranch>
-						<developmentBranch>develop</developmentBranch>
-						<featureBranchPrefix>feature/</featureBranchPrefix>
-						<releaseBranchPrefix>release/v</releaseBranchPrefix>
-						<hotfixBranchPrefix>hotfix/</hotfixBranchPrefix>
-						<versionTagPrefix>v</versionTagPrefix>
-						<origin>origin</origin>
-					</gitFlowConfig>
-					<commitDevelopmentVersionAtStart>true</commitDevelopmentVersionAtStart>
-					<versionDigitToIncrement>1</versionDigitToIncrement>
-					<commitMessages>
-						<hotfixStartMessage>Update versions for hotfix v@{version}</hotfixStartMessage>
-						<hotfixFinishMessage>Update for next development version @{version}</hotfixFinishMessage>
-						<hotfixVersionUpdateMessage>Update to hotfix version @{version}</hotfixVersionUpdateMessage>
-						<releaseStartMessage>Update versions for release v@{version}</releaseStartMessage>
-						<releaseFinishMessage>Update for next development version @{version}</releaseFinishMessage>
-						<releaseVersionUpdateMessage>Update for next development version @{version}</releaseVersionUpdateMessage>
-					</commitMessages>
-				</configuration>
-			</plugin>
-			<plugin>
-				<groupId>org.apache.maven.plugins</groupId>
-				<artifactId>maven-resources-plugin</artifactId>
-				<version>3.1.0</version>
-				<configuration>
-					<delimiters>
-						<delimiter>@</delimiter>
-					</delimiters>
-				</configuration>
-			</plugin>
-			<plugin>
-				<groupId>org.scoverage</groupId>
-				<artifactId>scoverage-maven-plugin</artifactId>
-				<version>${scoverage.maven.plugin.version}</version>
-				<configuration>
-					<scalaVersion>${scala.version}</scalaVersion>
-					<aggregate>true</aggregate>
-				</configuration>
-			</plugin>
-		</plugins>
-		<resources>
-			<resource>
-				<directory>src/main/resources</directory>
-				<filtering>true</filtering>
-			</resource>
-		</resources>
-		<testResources>
-			<testResource>
-				<directory>src/test/resources</directory>
-				<filtering>true</filtering>
-			</testResource>
-		</testResources>
-	</build>
-	<profiles>
-		<profile>
-			<id>integration</id>
-			<properties>
-				<skip.integration.tests>false</skip.integration.tests>
-			</properties>
-		</profile>
-		<profile>
-			<id>scalastyle</id>
-			<properties>
-				<quiet.scalastyle.check>false</quiet.scalastyle.check>
-			</properties>
-		</profile>
-		<profile>
-			<id>license-check</id>
-			<build>
-				<plugins>
-					<plugin>
-						<groupId>org.apache.rat</groupId>
-						<artifactId>apache-rat-plugin</artifactId>
-						<version>${maven.rat.plugin.version}</version>
-						<executions>
-							<execution>
-								<phase>verify</phase>
-								<goals>
-									<goal>check</goal>
-								</goals>
-							</execution>
-						</executions>
-						<configuration>
-							<excludes combine.children="append">
-								<exclude>**/*.json</exclude>
-								<exclude>**/*.csv</exclude>
-								<exclude>**/*.txt</exclude>
-								<exclude>**/*.md</exclude>
-								<exclude>**/*.MF</exclude>
-								<exclude>**/*.crc</exclude>
-								<exclude>**/*.parquet</exclude>
-								<exclude>**/*.avsc</exclude>
-								<exclude>**/example*.xml</exclude>
-								<exclude>**/_SUCCESS</exclude>
-								<exclude>**/_INFO</exclude>
-								<exclude>**/CODEOWNERS</exclude>
-								<exclude>**/user.keytab*</exclude>
-								<exclude>**/json_output</exclude>
-								<exclude>**/*.iml</exclude>
-								<exclude>.editorconfig</exclude>
-								<exclude>dependency-reduced-pom.xml</exclude>
-								<exclude>scripts/cmd/tee.bat</exclude>
-							</excludes>
-						</configuration>
-					</plugin>
-				</plugins>
-			</build>
-		</profile>
-		<profile>
-			<id>public</id>
-			<build>
-				<plugins>
-					<plugin>
-						<groupId>org.apache.maven.plugins</groupId>
-						<artifactId>maven-source-plugin</artifactId>
-						<version>${maven.source.plugin.version}</version>
-						<executions>
-							<execution>
-								<id>attach-sources</id>
-								<goals>
-									<goal>jar</goal>
-								</goals>
-							</execution>
-						</executions>
-					</plugin>
-					<plugin>
-						<groupId>net.alchim31.maven</groupId>
-						<artifactId>scala-maven-plugin</artifactId>
-						<version>${scala.maven.plugin.version}</version>
-						<executions>
-							<execution>
-								<id>attach-javadocs</id>
-								<goals>
-									<goal>doc-jar</goal>
-								</goals>
-							</execution>
-						</executions>
-					</plugin>
-					<plugin>
-						<groupId>org.apache.maven.plugins</groupId>
-						<artifactId>maven-gpg-plugin</artifactId>
-						<version>${maven.gpg.plugin.version}</version>
-						<executions>
-							<execution>
-								<id>sign-artifacts</id>
-								<phase>verify</phase>
-								<goals>
-									<goal>sign</goal>
-								</goals>
-							</execution>
-						</executions>
-					</plugin>
-				</plugins>
-			</build>
-		</profile>
-	</profiles>
+                    -->
+                    <argLine>-Xmx4000m -Dfile.encoding=UTF-8</argLine>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>unit-tests</id>
+                        <goals>
+                            <goal>test</goal>
+                        </goals>
+                        <configuration>
+                            <suffixes>(?&lt;!IntegrationSuite)</suffixes>
+                        </configuration>
+                    </execution>
+                    <execution>
+                        <id>integration-tests</id>
+                        <phase>test</phase>
+                        <goals>
+                            <goal>test</goal>
+                        </goals>
+                        <configuration>
+                            <suffixes>(?&lt;=IntegrationSuite)</suffixes>
+                            <skipTests>${skip.integration.tests}</skipTests>
+                        </configuration>
+                    </execution>
+                </executions>
+            </plugin>
+            <plugin>
+                <groupId>com.amashchenko.maven.plugin</groupId>
+                <artifactId>gitflow-maven-plugin</artifactId>
+                <version>${gitflow.maven.plugin.version}</version>
+                <configuration>
+                    <installProject>true</installProject>
+                    <verbose>true</verbose>
+
+                    <gitFlowConfig>
+                        <productionBranch>master</productionBranch>
+                        <developmentBranch>develop</developmentBranch>
+                        <featureBranchPrefix>feature/</featureBranchPrefix>
+                        <releaseBranchPrefix>release/v</releaseBranchPrefix>
+                        <hotfixBranchPrefix>hotfix/</hotfixBranchPrefix>
+                        <versionTagPrefix>v</versionTagPrefix>
+                        <origin>origin</origin>
+                    </gitFlowConfig>
+                    <commitDevelopmentVersionAtStart>true</commitDevelopmentVersionAtStart>
+                    <versionDigitToIncrement>1</versionDigitToIncrement>
+
+                    <commitMessages>
+                        <hotfixStartMessage>Update versions for hotfix v@{version}</hotfixStartMessage>
+                        <hotfixFinishMessage>Update for next development version @{version}</hotfixFinishMessage>
+                        <hotfixVersionUpdateMessage>Update to hotfix version @{version}</hotfixVersionUpdateMessage>
+
+                        <releaseStartMessage>Update versions for release v@{version}</releaseStartMessage>
+                        <releaseFinishMessage>Update for next development version @{version}</releaseFinishMessage>
+                        <releaseVersionUpdateMessage>Update for next development version @{version}</releaseVersionUpdateMessage>
+                    </commitMessages>
+                </configuration>
+            </plugin>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-resources-plugin</artifactId>
+                <version>3.1.0</version>
+                <configuration>
+                    <delimiters>
+                        <delimiter>@</delimiter>
+                    </delimiters>
+                </configuration>
+            </plugin>
+            <plugin>
+                <groupId>org.scoverage</groupId>
+                <artifactId>scoverage-maven-plugin</artifactId>
+                <version>${scoverage.maven.plugin.version}</version>
+                <configuration>
+                    <scalaVersion>${scala.version}</scalaVersion>
+                    <aggregate>true</aggregate>
+                </configuration>
+            </plugin>
+        </plugins>
+        <resources>
+            <resource>
+                <directory>src/main/resources</directory>
+                <filtering>true</filtering>
+            </resource>
+        </resources>
+        <testResources>
+            <testResource>
+                <directory>src/test/resources</directory>
+                <filtering>true</filtering>
+            </testResource>
+        </testResources>
+    </build>
+
+    <profiles>
+        <profile>
+            <id>integration</id>
+            <properties>
+                <skip.integration.tests>false</skip.integration.tests>
+            </properties>
+        </profile>
+        <profile>
+            <id>scalastyle</id>
+            <properties>
+                <quiet.scalastyle.check>false</quiet.scalastyle.check>
+            </properties>
+        </profile>
+        <profile>
+            <id>license-check</id>
+            <build>
+                <plugins>
+                    <plugin>
+                        <groupId>org.apache.rat</groupId>
+                        <artifactId>apache-rat-plugin</artifactId>
+                        <version>${maven.rat.plugin.version}</version>
+                        <executions>
+                            <execution>
+                                <phase>verify</phase>
+                                <goals>
+                                    <goal>check</goal>
+                                </goals>
+                            </execution>
+                        </executions>
+                        <configuration>
+                            <excludes combine.children="append">
+                                <exclude>**/*.json</exclude>
+                                <exclude>**/*.csv</exclude>
+                                <exclude>**/*.txt</exclude>
+                                <exclude>**/*.md</exclude>
+                                <exclude>**/*.MF</exclude>
+                                <exclude>**/*.crc</exclude>
+                                <exclude>**/*.parquet</exclude>
+                                <exclude>**/*.avsc</exclude>
+                                <exclude>**/example*.xml</exclude>
+                                <exclude>**/_SUCCESS</exclude>
+                                <exclude>**/_INFO</exclude>
+                                <exclude>**/CODEOWNERS</exclude>
+                                <exclude>**/user.keytab*</exclude>
+                                <exclude>**/json_output</exclude>
+                                <exclude>**/*.iml</exclude>
+                                <exclude>.editorconfig</exclude>
+                                <exclude>dependency-reduced-pom.xml</exclude>
+                                <exclude>scripts/cmd/tee.bat</exclude>
+                                <exclude>**/org.mockito.plugins.MockMaker</exclude>
+                            </excludes>
+                        </configuration>
+                    </plugin>
+                </plugins>
+            </build>
+        </profile>
+        <profile>
+            <id>public</id>
+            <build>
+                <plugins>
+                    <plugin>
+                        <groupId>org.apache.maven.plugins</groupId>
+                        <artifactId>maven-source-plugin</artifactId>
+                        <version>${maven.source.plugin.version}</version>
+                        <executions>
+                            <execution>
+                                <id>attach-sources</id>
+                                <goals>
+                                    <goal>jar</goal>
+                                </goals>
+                            </execution>
+                        </executions>
+                    </plugin>
+                    <plugin>
+                        <groupId>net.alchim31.maven</groupId>
+                        <artifactId>scala-maven-plugin</artifactId>
+                        <version>${scala.maven.plugin.version}</version>
+                        <executions>
+                            <execution>
+                                <id>attach-javadocs</id>
+                                <goals>
+                                    <goal>doc-jar</goal>
+                                </goals>
+                            </execution>
+                        </executions>
+                    </plugin>
+                    <plugin>
+                        <groupId>org.apache.maven.plugins</groupId>
+                        <artifactId>maven-gpg-plugin</artifactId>
+                        <version>${maven.gpg.plugin.version}</version>
+                        <executions>
+                            <execution>
+                                <id>sign-artifacts</id>
+                                <phase>verify</phase>
+                                <goals>
+                                    <goal>sign</goal>
+                                </goals>
+                            </execution>
+                        </executions>
+                    </plugin>
+                </plugins>
+            </build>
+        </profile>
+    </profiles>
 </project>
diff --git a/rest-api/src/main/scala/za/co/absa/enceladus/rest_api/services/DatasetService.scala b/rest-api/src/main/scala/za/co/absa/enceladus/rest_api/services/DatasetService.scala
index 4138dd4ac..ee70baedb 100644
--- a/rest-api/src/main/scala/za/co/absa/enceladus/rest_api/services/DatasetService.scala
+++ b/rest-api/src/main/scala/za/co/absa/enceladus/rest_api/services/DatasetService.scala
@@ -19,6 +19,7 @@ import org.springframework.beans.factory.annotation.Autowired
 import org.springframework.stereotype.Service
 import za.co.absa.enceladus.rest_api.repositories.DatasetMongoRepository
 import za.co.absa.enceladus.rest_api.repositories.OozieRepository
+import za.co.absa.enceladus.rest_api.services.DatasetService.RuleValidationsAndFields
 import za.co.absa.enceladus.model.conformanceRule.{ConformanceRule, _}
 import za.co.absa.enceladus.model.menas.scheduler.oozie.OozieScheduleInstance
 import za.co.absa.enceladus.model.properties.PropertyDefinition
diff --git a/rest-api/src/main/scala/za/co/absa/enceladus/rest_api/services/MappingTableService.scala b/rest-api/src/main/scala/za/co/absa/enceladus/rest_api/services/MappingTableService.scala
index b8254889c..f5c085b1a 100644
--- a/rest-api/src/main/scala/za/co/absa/enceladus/rest_api/services/MappingTableService.scala
+++ b/rest-api/src/main/scala/za/co/absa/enceladus/rest_api/services/MappingTableService.scala
@@ -43,7 +43,8 @@ class MappingTableService @Autowired() (mappingTableMongoRepository: MappingTabl
       description = mt.description,
       schemaName = mt.schemaName,
       schemaVersion = mt.schemaVersion,
-      hdfsPath = mt.hdfsPath)
+      hdfsPath = mt.hdfsPath,
+      filter = mt.filter)
     super.create(mappingTable, username)
   }
 
@@ -66,6 +67,7 @@ class MappingTableService @Autowired() (mappingTableMongoRepository: MappingTabl
         .setSchemaName(mt.schemaName)
         .setSchemaVersion(mt.schemaVersion)
         .setDescription(mt.description).asInstanceOf[MappingTable]
+        .setFilter(mt.filter)
     }
   }
 
diff --git a/rest-api/src/main/scala/za/co/absa/enceladus/rest_api/utils/implicits/package.scala b/rest-api/src/main/scala/za/co/absa/enceladus/rest_api/utils/implicits/package.scala
index abff25167..897bc0d17 100644
--- a/rest-api/src/main/scala/za/co/absa/enceladus/rest_api/utils/implicits/package.scala
+++ b/rest-api/src/main/scala/za/co/absa/enceladus/rest_api/utils/implicits/package.scala
@@ -38,6 +38,7 @@ import za.co.absa.enceladus.model.properties.essentiality.Essentiality
 import za.co.absa.enceladus.model.properties.propertyType.PropertyType
 import za.co.absa.enceladus.model.user._
 import za.co.absa.enceladus.model.versionedModel._
+
 import scala.collection.immutable
 import scala.compat.java8.FutureConverters._
 import scala.collection.JavaConverters
diff --git a/rest-api/src/test/scala/za/co/absa/enceladus/rest_api/integration/controllers/DatasetApiIntegrationSuite.scala b/rest-api/src/test/scala/za/co/absa/enceladus/rest_api/integration/controllers/DatasetApiIntegrationSuite.scala
index 010900c55..82dd8717d 100644
--- a/rest-api/src/test/scala/za/co/absa/enceladus/rest_api/integration/controllers/DatasetApiIntegrationSuite.scala
+++ b/rest-api/src/test/scala/za/co/absa/enceladus/rest_api/integration/controllers/DatasetApiIntegrationSuite.scala
@@ -23,6 +23,7 @@ import org.springframework.test.context.ActiveProfiles
 import org.springframework.test.context.junit4.SpringRunner
 import za.co.absa.enceladus.model.conformanceRule.MappingConformanceRule
 import za.co.absa.enceladus.model.dataFrameFilter._
+import za.co.absa.enceladus.model.dataFrameFilter._
 import za.co.absa.enceladus.model.properties.PropertyDefinition
 import za.co.absa.enceladus.model.properties.essentiality.Essentiality
 import za.co.absa.enceladus.model.properties.essentiality.Essentiality._
diff --git a/rest-api/src/test/scala/za/co/absa/enceladus/rest_api/integration/repositories/DatasetRepositoryIntegrationSuite.scala b/rest-api/src/test/scala/za/co/absa/enceladus/rest_api/integration/repositories/DatasetRepositoryIntegrationSuite.scala
index 4cb92fa93..4dc11ee16 100644
--- a/rest-api/src/test/scala/za/co/absa/enceladus/rest_api/integration/repositories/DatasetRepositoryIntegrationSuite.scala
+++ b/rest-api/src/test/scala/za/co/absa/enceladus/rest_api/integration/repositories/DatasetRepositoryIntegrationSuite.scala
@@ -21,10 +21,10 @@ import org.springframework.beans.factory.annotation.Autowired
 import org.springframework.boot.test.context.SpringBootTest
 import org.springframework.test.context.ActiveProfiles
 import org.springframework.test.context.junit4.SpringRunner
-import za.co.absa.enceladus.model.Dataset
 import za.co.absa.enceladus.rest_api.exceptions.EntityAlreadyExistsException
 import za.co.absa.enceladus.rest_api.integration.fixtures.{DatasetFixtureService, FixtureService}
 import za.co.absa.enceladus.rest_api.repositories.DatasetMongoRepository
+import za.co.absa.enceladus.model.Dataset
 import za.co.absa.enceladus.model.conformanceRule.{ConformanceRule, MappingConformanceRule}
 import za.co.absa.enceladus.model.test.factories.DatasetFactory
 import za.co.absa.enceladus.model.menas.scheduler.oozie.OozieSchedule
diff --git a/scripts/bash/_print_help.sh b/scripts/bash/_print_help.sh
index bd73e0b37..63ca1798e 100644
--- a/scripts/bash/_print_help.sh
+++ b/scripts/bash/_print_help.sh
@@ -48,6 +48,9 @@ echo "  --conf-spark-executor-memoryOverhead     Amount of non-heap memory to be
 echo "  --conf-spark-memory-fraction NUM         Fraction of the heap space reserved for execution and storage regions (default 0.6)"
 echo "  --jar                                    Custom path to Enceladus's SparkJobs jar"
 echo "  --class CLASS_NAME                       Application's main class."
+echo "  --run-kinit BOOLEAN                      A switch saying if the scripts should or should not run kinit. Default value can be set in enceladus_env.sh"
+echo "  --min-processing-partition-size NUM      Minimum number of bytes for each partition, used for limiting the output partition size"
+echo "  --max-processing-partition-size NUM      Maximum number of bytes for each partition, used for limiting the output partition size"
 echo ""
 echo "job-specific-options:"
 echo "  Running the JAR --help to print all job specific options"
diff --git a/scripts/bash/enceladus_env.template.sh b/scripts/bash/enceladus_env.template.sh
index db0781806..6611dad2c 100644
--- a/scripts/bash/enceladus_env.template.sh
+++ b/scripts/bash/enceladus_env.template.sh
@@ -69,6 +69,8 @@ DEFAULT_DEPLOY_MODE="client"
 
 LOG_DIR="/tmp"
 
+DEFAULT_CLIENT_MODE_RUN_KINIT="true"
+
 # Kafka security
 # Path to jaas.config
 #JAAS_CLIENT="-Djava.security.auth.login.config=/path/jaas.config"
@@ -77,9 +79,18 @@ LOG_DIR="/tmp"
 APPLICATION_PROPERTIES_CLIENT="-Dconfig.file=/absolute/path/application.conf"
 APPLICATION_PROPERTIES_CLUSTER="-Dconfig.file=application.conf"
 
+#KRB5_CONF_CLIENT="-Djava.security.krb5.conf=/absolute/path/krb5.conf"
+#KRB5_CONF_CLUSTER="-Djava.security.krb5.conf=krb5.conf"
+
+#TRUST_STORE_CLIENT="-Djavax.net.ssl.trustStore=/absolute/path/trustStore.jks"
+#TRUST_STORE_CLUSTER="-Djavax.net.ssl.trustStore=trustStore.jks"
+#TRUST_STORE_PASSWORD="-Djavax.net.ssl.trustStorePassword=password"
+
 # Files to send when running in cluster mode (comma separated)
 # Hash is used as the file alias: https://stackoverflow.com/a/49866757/1038282
 ENCELADUS_FILES="/absolute/path/application.conf#application.conf"
+#ENCELADUS_FILES="${ENCELADUS_FILES},/absolute/path/krb5.conf#krb5.conf"
+#ENCELADUS_FILES="${ENCELADUS_FILES},/absolute/path/emr_cacerts.jks#emr_cacerts.jks"
 
 # Additional environment-specific Spark options, e.g. "--conf spark.driver.host=myhost"
 # To specify several configuration options prepend '--conf' to each config key.
@@ -91,13 +102,15 @@ ADDITIONAL_SPARK_CONF=""
 # Additional JVM options
 # Example: ADDITIONAL_JVM_CONF="-Dtimezone=UTC -Dfoo=bar"
 # for deployment mode: client
-ADDITIONAL_JVM_CONF_CLIENT="$APPLICATION_PROPERTIES_CLIENT $JAAS_CLIENT"
+ADDITIONAL_JVM_CONF_CLIENT="$APPLICATION_PROPERTIES_CLIENT $KRB5_CONF_CLIENT $TRUST_STORE_CLIENT $TRUST_STORE_PASSWORD $JAAS_CLIENT"
+ADDITIONAL_JVM_EXECUTOR_CONF_CLIENT="$KRB5_CONF_CLIENT $TRUST_STORE_CLIENT $TRUST_STORE_PASSWORD"
 
 # for deployment mode: cluster
 # Warning!
 # Avoid suppression of Info level logger. This will lead to the fact that, we are not able to get application_id
 # and thus the scripts will not be able to continue properly, not giving the status update or kill option on interrupt
-ADDITIONAL_JVM_CONF_CLUSTER="$APPLICATION_PROPERTIES_CLUSTER $JAAS_CLUSTER"
+ADDITIONAL_JVM_CONF_CLUSTER="$APPLICATION_PROPERTIES_CLUSTER $KRB5_CONF_CLUSTER $TRUST_STORE_CLUSTER $TRUST_STORE_PASSWORD $JAAS_CLUSTER"
+ADDITIONAL_JVM_EXECUTOR_CONF_CLUSTER="$KRB5_CONF_CLUSTER $TRUST_STORE_CLUSTER $TRUST_STORE_PASSWORD"
 
 # Switch that tells the script if it should exit if it encounters unrecognized.
 # On true it prints an Error and exits with 127, on false it only prints a warning
diff --git a/scripts/bash/run_enceladus.sh b/scripts/bash/run_enceladus.sh
index ae25277b9..c7c0df1ba 100644
--- a/scripts/bash/run_enceladus.sh
+++ b/scripts/bash/run_enceladus.sh
@@ -81,6 +81,7 @@ CONF_SPARK_MEMORY_FRACTION=""
 # Security command line defaults
 MENAS_CREDENTIALS_FILE=""
 MENAS_AUTH_KEYTAB=""
+CLIENT_MODE_RUN_KINIT="$DEFAULT_CLIENT_MODE_RUN_KINIT"
 
 # Parse command line (based on https://stackoverflow.com/questions/192249/how-do-i-parse-command-line-arguments-in-bash)
 OTHER_PARAMETERS=()
@@ -305,6 +306,18 @@ case $key in
     DRA_ENABLED="$2"
     shift 2 # past argument and value
     ;;
+  --run-kinit)
+    CLIENT_MODE_RUN_KINIT="$2"
+    shift 2 # past argument and value
+    ;;
+   --min-processing-partition-size)
+    MIN_PROCESSING_PARTITION_SIZE="$2"
+    shift 2 # past argument and value
+    ;;
+  --max-processing-partition-size)
+    MAX_PROCESSING_PARTITION_SIZE="$2"
+    shift 2 # past argument and value
+    ;;
   --help)
     HELP_CALL="1"
     shift # past argument
@@ -409,6 +422,16 @@ if [ -n "$MAPPING_TABLE_PATTERN" ]; then
     MT_PATTERN="-Dconformance.mappingtable.pattern=$MAPPING_TABLE_PATTERN"
 fi
 
+MIN_PARTITION_SIZE=""
+if [ -n "$MIN_PROCESSING_PARTITION_SIZE" ]; then
+    MIN_PARTITION_SIZE="-Dmin.processing.partition.size=$MIN_PROCESSING_PARTITION_SIZE"
+fi
+
+MAX_PARTITION_SIZE=""
+if [ -n "$MAX_PROCESSING_PARTITION_SIZE" ]; then
+    MAX_PARTITION_SIZE="-Dmax.processing.partition.size=$MAX_PROCESSING_PARTITION_SIZE"
+fi
+
 SPARK_CONF="--conf spark.logConf=true"
 
 # Dynamic Resource Allocation
@@ -449,7 +472,8 @@ else
 fi
 
 JVM_CONF="spark.driver.extraJavaOptions=-Dstandardized.hdfs.path=$STD_HDFS_PATH \
- -Dhdp.version=$HDP_VERSION $MT_PATTERN"
+-Dspline.mongodb.url=$SPLINE_MONGODB_URL -Dspline.mongodb.name=$SPLINE_MONGODB_NAME -Dhdp.version=$HDP_VERSION \
+$MT_PATTERN $MIN_PARTITION_SIZE $MAX_PARTITION_SIZE"
 
 if [ "$HELP_CALL" == "1" ]; then
   source ${SRC_DIR}/_print_help.sh
@@ -470,11 +494,17 @@ add_spark_conf_cmd "spark.memory.fraction" "${CONF_SPARK_MEMORY_FRACTION}"
 # Adding JVM configuration, entry point class name and the jar file
 if [[ "$DEPLOY_MODE" == "client" ]]; then
   ADDITIONAL_JVM_CONF="$ADDITIONAL_JVM_CONF_CLIENT"
+  ADDITIONAL_JVM_EXECUTOR_CONF="$ADDITIONAL_JVM_EXECUTOR_CONF_CLIENT"
 else
   ADDITIONAL_JVM_CONF="$ADDITIONAL_JVM_CONF_CLUSTER"
+  ADDITIONAL_JVM_EXECUTOR_CONF="$ADDITIONAL_JVM_EXECUTOR_CONF_CLUSTER"
   add_spark_conf_cmd "spark.yarn.submit.waitAppCompletion" "false"
 fi
-CMD_LINE="${CMD_LINE} ${ADDITIONAL_SPARK_CONF} ${SPARK_CONF} --conf \"${JVM_CONF} ${ADDITIONAL_JVM_CONF}\" --class ${CLASS} ${JAR}"
+
+CMD_LINE="${CMD_LINE} ${ADDITIONAL_SPARK_CONF} ${SPARK_CONF}"
+CMD_LINE="${CMD_LINE} --conf \"${JVM_CONF} ${ADDITIONAL_JVM_CONF}\""
+CMD_LINE="${CMD_LINE} --conf \"spark.executor.extraJavaOptions=${ADDITIONAL_JVM_EXECUTOR_CONF}\""
+CMD_LINE="${CMD_LINE} --class ${CLASS} ${JAR}"
 
 # Adding command line parameters that go AFTER the jar file
 add_to_cmd_line "--menas-auth-keytab" "${MENAS_AUTH_KEYTAB}"
@@ -514,8 +544,8 @@ if [[ -z "$DRY_RUN" ]]; then
   if [[ "$DEPLOY_MODE" == "client" ]]; then
     TMP_PATH_NAME=$(get_temp_log_file)
     # Initializing Kerberos ticket
-    if [[ -n "$MENAS_AUTH_KEYTAB" ]]; then
-      # Get principle stored in the keyfile (Thanks @Zejnilovic)
+    if [[ -n "$MENAS_AUTH_KEYTAB" ]] && [[ "$CLIENT_MODE_RUN_KINIT" == "true" ]]; then
+      # Get principle stored in the keyfile
       PR=$(printf "read_kt %s\nlist" "$MENAS_AUTH_KEYTAB" | ktutil | grep -Pio "(?<=\ )[A-Za-z0-9\-\._]*?(?=@)" | head -1)
       # Alternative way, might be less reliable
       # PR=$(printf "read_kt $MENAS_AUTH_KEYTAB\nlist" | ktutil | sed -n '5p' | awk '{print $3}' | cut -d '@' -f1)
diff --git a/scripts/cmd/_enceladus_env.template.cmd b/scripts/cmd/_enceladus_env.template.cmd
index fe9910dbf..184f8c051 100644
--- a/scripts/cmd/_enceladus_env.template.cmd
+++ b/scripts/cmd/_enceladus_env.template.cmd
@@ -72,6 +72,8 @@ SET DEFAULT_DEPLOY_MODE=client
 
 SET LOG_DIR=%TEMP%
 
+SET DEFAULT_CLIENT_MODE_RUN_KINIT=true
+
 :: Kafka security
 :: Path to jaas.config
 :: JAAS_CLIENT=-Djava.security.auth.login.config=/path/jaas.config
@@ -80,9 +82,18 @@ SET LOG_DIR=%TEMP%
 :: SET APPLICATION_PROPERTIES_CLIENT=-Dconfig.file=/absolute/path/application.conf
 :: SET APPLICATION_PROPERTIES_CLUSTER=-Dconfig.file=application.conf
 
+:: KRB5_CONF_CLIENT=-Djava.security.krb5.conf=/absolute/path/krb5.conf
+:: KRB5_CONF_CLUSTER=-Djava.security.krb5.conf=krb5.conf
+
+:: TRUST_STORE_CLIENT=-Djavax.net.ssl.trustStore=/absolute/path/trustStore.jks
+:: TRUST_STORE_CLUSTER=-Djavax.net.ssl.trustStore=trustStore.jks
+:: TRUST_STORE_PASSWORD=-Djavax.net.ssl.trustStorePassword=password
+
 :: Files to send when running in cluster mode (comma separated)
 :: Hash is used as the file alias: https://stackoverflow.com/a/49866757/1038282
 :: SET ENCELADUS_FILES="/absolute/path/application.conf#application.conf"
+:: SET ENCELADUS_FILES=%ENCELADUS_FILES%, "/absolute/path/krb5.conf#krb5.conf"
+:: SET ENCELADUS_FILES=%ENCELADUS_FILES%, "/absolute/path/emr_cacerts.jks#emr_cacerts.jks"
 
 :: Additional environment-specific Spark options, e.g. --conf "spark.driver.host=myhost"
 :: To specify several configuration options prepend '--conf' to each config key.
@@ -94,10 +105,12 @@ SET ADDITIONAL_SPARK_CONF=
 :: Additional JVM options
 :: Example: ADDITIONAL_JVM_CONF=-Dtimezone=UTC -Dfoo=bar
 :: for deployment mode: client
-SET ADDITIONAL_JVM_CONF_CLIENT=%APPLICATION_PROPERTIES_CLIENT% %JAAS_CLIENT%
+SET ADDITIONAL_JVM_CONF_CLIENT=%APPLICATION_PROPERTIES_CLIENT% %JAAS_CLIENT% %KRB5_CONF_CLIENT% %TRUST_STORE_CLIENT% %TRUST_STORE_PASSWORD
+SET ADDITIONAL_JVM_EXECUTOR_CONF_CLIENT=%KRB5_CONF_CLIENT% %TRUST_STORE_CLIENT% %TRUST_STORE_PASSWORD%
 
 :: for deployment mode: cluster
-SET ADDITIONAL_JVM_CONF_CLUSTER=%$APPLICATION_PROPERTIES_CLUSTER% %JAAS_CLUSTER%
+SET ADDITIONAL_JVM_CONF_CLUSTER=%$APPLICATION_PROPERTIES_CLUSTER% %JAAS_CLUSTER% %KRB5_CONF_CLUSTER% %TRUST_STORE_CLUSTER% %TRUST_STORE_PASSWORD%
+SET ADDITIONAL_JVM_EXECUTOR_CONF_CLUSTER=%KRB5_CONF_CLUSTER% %TRUST_STORE_CLUSTER% %TRUST_STORE_PASSWORD%
 
 SET MASTER=yarn
 
diff --git a/scripts/cmd/_print_help.cmd b/scripts/cmd/_print_help.cmd
index 6e134aed1..cfb3bb82d 100644
--- a/scripts/cmd/_print_help.cmd
+++ b/scripts/cmd/_print_help.cmd
@@ -44,6 +44,9 @@ ECHO   --conf-spark-executor-memoryOverhead     Amount of non-heap memory to be
 ECHO   --conf-spark-memory-fraction NUM         Fraction of the heap space reserved for execution and storage regions (default 0.6)
 ECHO   --jar                                    Custom path to Enceladus's SparkJobs jar
 ECHO   --class CLASS_NAME                       Application's main class.
+ECHO   --run-kinit BOOLEAN                      A switch saying if the scripts should or should not run kinit. Default value can be set in enceladus_env.sh
+ECHO   --min-processing-partition-size NUM      Minimum number of bytes for each partition, used for limiting the output partition size
+ECHO   --max-processing-partition-size NUM      Maximum number of bytes for each partition, used for limiting the output partition size
 ECHO/
 ECHO job-specific-options:
 ECHO   Running the JAR --help to print all job specific options
diff --git a/scripts/cmd/_print_version.cmd b/scripts/cmd/_print_version.cmd
index 5b77451e4..2e832739b 100644
--- a/scripts/cmd/_print_version.cmd
+++ b/scripts/cmd/_print_version.cmd
@@ -13,14 +13,15 @@
 :: See the License for the specific language governing permissions and
 :: limitations under the License.
 
-ECHO " _    _      _                    _____           _       _       "
-ECHO "| |  | |    | |                  / ____|         (_)     | |      "
-ECHO "| |__| | ___| |_ __   ___ _ __  | (___   ___ _ __ _ _ __ | |_ ___ "
-ECHO "|  __  |/ _ \ | '_ \ / _ \ '__|  \___ \ / __| '__| | '_ \| __/ __|"
-ECHO "| |  | |  __/ | |_) |  __/ |     ____) | (__| |  | | |_) | |_\__ \"
-ECHO "|_|  |_|\___|_| .__/ \___|_|    |_____/ \___|_|  |_| .__/ \__|___/"
-ECHO "              | |                                  | |            "
-ECHO "              |_|                                  |_|            "
+ECHO  _    _      _                    _____           _       _
+ECHO ^| ^|  ^| ^|    ^| ^|                  / ____^|         (_)     ^| ^|
+ECHO ^| ^|__^| ^| ___^| ^|_ __   ___ _ __  ^| (___   ___ _ __ _ _ __ ^| ^|_ ___
+ECHO ^|  __  ^|/ _ \ ^| '_ \ / _ \ '__^|  \___ \ / __^| '__^| ^| '_ \^| __/ __^|
+ECHO ^| ^|  ^| ^|  __/ ^| ^|_) ^|  __/ ^|     ____) ^| (__^| ^|  ^| ^| ^|_) ^| ^|_\__ \
+ECHO ^|_^|  ^|_^|\___^|_^| .__/ \___^|_^|    ^|_____/ \___^|_^|  ^|_^| .__/ \__^|___/
+ECHO               ^| ^|                                  ^| ^|
+ECHO               ^|_^|                                  ^|_^|
+
 ECHO.
 ECHO  Enceladus's Helper Scripts version %HELPER_SCRIPT_VERSION%
 ECHO  Currently running %SCRIPT_NAME%
diff --git a/scripts/cmd/_run_enceladus.cmd b/scripts/cmd/_run_enceladus.cmd
index bdfddb8c9..b9c72ef7a 100644
--- a/scripts/cmd/_run_enceladus.cmd
+++ b/scripts/cmd/_run_enceladus.cmd
@@ -83,6 +83,7 @@ SET CONF_SPARK_MEMORY_FRACTION=
 :: Security command line defaults
 SET MENAS_CREDENTIALS_FILE=
 SET MENAS_AUTH_KEYTAB=
+SET CLIENT_MODE_RUN_KINIT=%DEFAULT_CLIENT_MODE_RUN_KINIT%
 
 :: Parse command line arguments
 SET UNKNOWN_OPTIONS=
@@ -422,6 +423,24 @@ IF "%1"=="--set-dra" (
     SHIFT
     GOTO CmdParse
 )
+IF "%1"=="--run-kinit" (
+    SET CLIENT_MODE_RUN_KINIT=%2
+    SHIFT
+    SHIFT
+    GOTO CmdParse
+)
+IF "%1"=="--min-processing-partition-size" (
+    SET MIN_PROCESSING_PARTITION_SIZE=%2
+    SHIFT
+    SHIFT
+    GOTO CmdParse
+)
+IF "%1"=="--max-processing-partition-size" (
+    SET MAX_PROCESSING_PARTITION_SIZE=%2
+    SHIFT
+    SHIFT
+    GOTO CmdParse
+)
 IF "%1"=="--help" (
     SET HELP_CALL=true
     SHIFT
@@ -485,6 +504,18 @@ IF DEFINED MAPPING_TABLE_PATTERN (
     SET MT_PATTERN=
 )
 
+IF DEFINED MIN_PROCESSING_PARTITION_SIZE (
+    SET MIN_BLOCK_SIZE=-Dmin.processing.partition.size=%MIN_PROCESSING_PARTITION_SIZE%
+) ELSE (
+    SET MIN_BLOCK_SIZE=
+)
+
+IF DEFINED MAX_PROCESSING_PARTITION_SIZE (
+    SET MAX_BLOCK_SIZE=-Dmax.processing.partition.size=%MAX_PROCESSING_PARTITION_SIZE%
+) ELSE (
+    SET MAX_BLOCK_SIZE=
+)
+
 SET SPARK_CONF=--conf spark.logConf=true
 
 :: Dynamic Resource Allocation
@@ -530,7 +561,7 @@ IF %DRA_ENABLED%==true (
     IF DEFINED EXECUTOR_CORES SET CMD_LINE=%CMD_LINE% --executor-cores %EXECUTOR_CORES%
 )
 
-SET JVM_CONF=spark.driver.extraJavaOptions=-Dstandardized.hdfs.path=%STD_HDFS_PATH% -Dspline.mongodb.url=%SPLINE_MONGODB_URL% -Dspline.mongodb.name=%SPLINE_MONGODB_NAME% -Dhdp.version=%HDP_VERSION% %MT_PATTERN%
+SET JVM_CONF=spark.driver.extraJavaOptions=-Dstandardized.hdfs.path=%STD_HDFS_PATH% -Dspline.mongodb.url=%SPLINE_MONGODB_URL% -Dspline.mongodb.name=%SPLINE_MONGODB_NAME% -Dhdp.version=%HDP_VERSION% %MT_PATTERN% %MIN_BLOCK_SIZE% %MAX_BLOCK_SIZE%
 
 SET CMD_LINE=%SPARK_SUBMIT%
 
@@ -551,10 +582,14 @@ IF DEFINED CONF_SPARK_MEMORY_FRACTION SET SPARK_CONF=%SPARK_CONF% --conf spark.m
 :: Adding JVM configuration, entry point class name and the jar file
 IF "%DEPLOY_MODE%"=="client" (
   SET ADDITIONAL_JVM_CONF=%ADDITIONAL_JVM_CONF_CLIENT%
+  SET ADDITIONAL_JVM_EXECUTOR_CONF=%ADDITIONAL_JVM_EXECUTOR_CONF_CLIENT%
 ) ELSE (
   SET ADDITIONAL_JVM_CONF=%ADDITIONAL_JVM_CONF_CLUSTER%
+  SET ADDITIONAL_JVM_EXECUTOR_CONF=%ADDITIONAL_JVM_EXECUTOR_CONF_CLUSTER%
 )
-SET CMD_LINE=%CMD_LINE% %ADDITIONAL_SPARK_CONF% %SPARK_CONF% --conf "%JVM_CONF% %ADDITIONAL_JVM_CONF%" --class %CLASS% %JAR%
+SET CMD_LINE=%CMD_LINE% %ADDITIONAL_SPARK_CONF% %SPARK_CONF% --conf "%JVM_CONF% %ADDITIONAL_JVM_CONF%"
+SET CMD_LINE=%CMD_LINE% --conf spark.executor.extraJavaOptions=%ADDITIONAL_JVM_EXECUTOR_CONF%
+SET CMD_LINE=%CMD_LINE% --class %CLASS% %JAR%
 
 :: Adding command line parameters that go AFTER the jar file
 IF DEFINED MENAS_AUTH_KEYTAB SET CMD_LINE=%CMD_LINE% --menas-auth-keytab %MENAS_AUTH_KEYTAB%
@@ -609,7 +644,7 @@ CALL :temp_log_file TMP_PATH_NAME
 IF DEFINED MENAS_AUTH_KEYTAB (
     :: Get principle stored in the keyfile`
     FOR /F "tokens=1-3" %%A IN ('ktab -l -k %MENAS_AUTH_KEYTAB%') DO IF "%%A"=="0" SET PR=%%B
-    IF DEFINED PR (
+    IF DEFINED PR (IF "%CLIENT_MODE_RUN_KINIT%"=="true" (
         kinit -k -t "%MENAS_AUTH_KEYTAB%" "%PR%"
         klist -e 2>&1 | tee -a %TMP_PATH_NAME%
     ) ELSE (
@@ -617,7 +652,7 @@ IF DEFINED MENAS_AUTH_KEYTAB (
         CALL :echoerr "Unable to determine principle from the keytab file %MENAS_AUTH_KEYTAB%."
         CALL :echoerr "Please make sure Kerberos ticket is initialized by running 'kinit' manually."
         CALL :sleep 10
-    )
+    ))
 )
 ECHO The log will be saved to %TMP_PATH_NAME%
 ECHO %CMD_LINE% >> %TMP_PATH_NAME%
diff --git a/spark-jobs/pom.xml b/spark-jobs/pom.xml
index 740456ce1..62d1ca0ed 100644
--- a/spark-jobs/pom.xml
+++ b/spark-jobs/pom.xml
@@ -83,7 +83,7 @@
         <dependency>
             <groupId>za.co.absa.commons</groupId>
             <artifactId>commons_${scala.compat.version}</artifactId>
-            <version>${commons.version}</version>
+            <version>${absa.commons.version}</version>
         </dependency>
 
         <!-- Libraries -->
diff --git a/spark-jobs/src/main/resources/reference.conf b/spark-jobs/src/main/resources/reference.conf
index 91a408c7c..8701c3dbc 100644
--- a/spark-jobs/src/main/resources/reference.conf
+++ b/spark-jobs/src/main/resources/reference.conf
@@ -23,6 +23,13 @@
 # The Menas URI can specify multiple semi-colon-separated base URIs
 # each can have multiple comma-separated hosts, these are used for fault-tolerance
 menas.rest.uri="http://localhost:8080,host2:9000/menas;https://localhost:8080,host2:9000/menas"
+# Each of the above uris can be tried multiple times for fault-tolerance (optional)
+menas.rest.retryCount=0
+# The following value can be either `roundrobin` or `fallback`. It specifies in which order the Menas URLs will be used
+# - roundrobin - a random URL from the list is used, if it fails the next one is tried, if last is reached start from 0 until all are tried
+# - fallback - the first URL is used, and only if it fails the second follows etc.
+
+menas.rest.availability.setup="roundrobin"
 
 # 'enceladus_record_id' with an id can be added containing either true UUID, always the same IDs (row-hash-based) or the
 # column will not be added at all. Allowed values: "uuid", "stableHashId", "none"
@@ -73,6 +80,10 @@ spline.mode=BEST_EFFORT
 #
 spline.producer.url="http://localhost:8085/producer"
 
+#Block size in bytes needed for repartition/coalesce
+#min.processing.partition.size=31457280
+#max.processing.partition.size=134217728
+
 # Control plugins
 # Several plugins can be used. In this case the last element of the key needs to be incremented for each plugin.
 #standardization.plugin.control.metrics.1=za.co.absa.enceladus.KafkaPluginFactory
@@ -120,3 +131,6 @@ spline.producer.url="http://localhost:8085/producer"
 
 # Optional - allows original dataframe columns to be dropped
 conformance.allowOriginalColumnsMutability=false
+
+# FS permissions for _INFO file, otherwise would be default (default is derived from hadoop conf)
+atum.hdfs.info.file.permissions=644
diff --git a/spark-jobs/src/main/scala/za/co/absa/enceladus/common/CommonJobExecution.scala b/spark-jobs/src/main/scala/za/co/absa/enceladus/common/CommonJobExecution.scala
index 7a57fc760..db0179da2 100644
--- a/spark-jobs/src/main/scala/za/co/absa/enceladus/common/CommonJobExecution.scala
+++ b/spark-jobs/src/main/scala/za/co/absa/enceladus/common/CommonJobExecution.scala
@@ -17,16 +17,15 @@ package za.co.absa.enceladus.common
 
 import java.text.MessageFormat
 import java.time.Instant
-import com.typesafe.config.{Config, ConfigFactory}
 import org.apache.hadoop.conf.Configuration
 import org.apache.hadoop.fs.FileSystem
 import org.apache.spark.SPARK_VERSION
-import org.apache.spark.sql.SparkSession
+import org.apache.spark.sql.{DataFrame, SparkSession}
 import org.slf4j.{Logger, LoggerFactory}
 import za.co.absa.atum.AtumImplicits._
 import za.co.absa.atum.core.{Atum, ControlType}
 import za.co.absa.enceladus.common.Constants.{InfoDateColumn, InfoVersionColumn}
-import za.co.absa.enceladus.common.config.{JobConfigParser, PathConfig}
+import za.co.absa.enceladus.common.config.{CommonConfConstants, JobConfigParser, PathConfig}
 import za.co.absa.enceladus.common.plugin.PostProcessingService
 import za.co.absa.enceladus.common.plugin.menas.{MenasPlugin, MenasRunUrl}
 import za.co.absa.enceladus.common.version.SparkVersionGuard
@@ -42,7 +41,6 @@ import za.co.absa.enceladus.utils.modules.SourcePhase.Standardization
 import za.co.absa.enceladus.common.performance.PerformanceMeasurer
 import za.co.absa.enceladus.utils.time.TimeZoneNormalizer
 import za.co.absa.enceladus.utils.validation.ValidationLevel
-
 import scala.util.control.NonFatal
 import scala.util.{Failure, Success, Try}
 
@@ -56,8 +54,10 @@ trait CommonJobExecution extends ProjectMetadata {
   SparkVersionGuard.fromDefaultSparkCompatibilitySettings.ensureSparkVersionCompatibility(SPARK_VERSION)
 
   protected val log: Logger = LoggerFactory.getLogger(this.getClass)
-  protected val conf: Config = ConfigFactory.load()
-  protected val menasBaseUrls: List[String] = MenasConnectionStringParser.parse(conf.getString("menas.rest.uri"))
+  protected val configReader: ConfigReader = new ConfigReader()
+  protected val menasBaseUrls: List[String] = MenasConnectionStringParser.parse(configReader.getString("menas.rest.uri"))
+  protected val menasUrlsRetryCount: Option[Int] = configReader.getIntOption("menas.rest.retryCount")
+  protected val menasSetup: String = configReader.getString("menas.rest.availability.setup")
 
   protected def obtainSparkSession[T](jobName: String)(implicit cmd: JobConfigParser[T]): SparkSession = {
     val enceladusVersion = projectVersion
@@ -73,15 +73,14 @@ trait CommonJobExecution extends ProjectMetadata {
   protected def initialValidation(): Unit = {
     // This should be the first thing the app does to make secure Kafka work with our CA.
     // After Spring activates JavaX, it will be too late.
-    SecureConfig.setSecureKafkaProperties(conf)
+    SecureConfig.setSecureKafkaProperties(configReader.config)
   }
 
   protected def prepareJob[T]()
                              (implicit dao: MenasDAO,
                               cmd: JobConfigParser[T],
                               spark: SparkSession): PreparationResult = {
-    val confReader: ConfigReader = new ConfigReader(conf)
-    confReader.logEffectiveConfigProps(Constants.ConfigKeysToRedact)
+    configReader.logEffectiveConfigProps(Constants.ConfigKeysToRedact)
     dao.authenticate()
 
     implicit val hadoopConf: Configuration = spark.sparkContext.hadoopConfiguration
@@ -93,7 +92,7 @@ trait CommonJobExecution extends ProjectMetadata {
           validation.errors.map { case (field, errMsg) => s" - '$field': $errMsg" }.mkString("\n")
         )
       case Some(validation) if validation.nonEmpty =>
-        val warning = validation.warnings.map {case (field, warnMsg) =>
+        val warning = validation.warnings.map { case (field, warnMsg) =>
           val header = s" - '$field': "
           s"$header${warnMsg.mkString(s"\n$header")}"
         }.mkString("\n")
@@ -102,6 +101,16 @@ trait CommonJobExecution extends ProjectMetadata {
       case _ => // no problems found
     }
 
+    val minPartition = configReader.getLongOption(CommonConfConstants.minPartitionSizeKey)
+    val maxPartition = configReader.getLongOption(CommonConfConstants.maxPartitionSizeKey)
+
+    (minPartition, maxPartition) match {
+      case (Some(min), Some(max)) if min >= max => throw new IllegalStateException(
+          s"${CommonConfConstants.minPartitionSizeKey} has to be smaller than ${CommonConfConstants.maxPartitionSizeKey}"
+      )
+      case _ => //validation passed
+    }
+
     val reportVersion = getReportVersion(cmd, dataset)
     val pathCfg: PathConfig = getPathConfig(cmd, dataset, reportVersion)
 
@@ -164,7 +173,7 @@ trait CommonJobExecution extends ProjectMetadata {
     val params = ErrorSenderPluginParams(jobCmdConfig.datasetName,
       jobCmdConfig.datasetVersion, jobCmdConfig.reportDate, preparationResult.reportVersion, outputPath,
       sourcePhase, sourceSystem, runUrl, runId, uniqueRunId, Instant.now)
-    val postProcessingService = PostProcessingService(conf, params)
+    val postProcessingService = PostProcessingService(configReader.config, params)
     postProcessingService.onSaveOutput(df)
 
     if (runId.isEmpty) {
@@ -172,6 +181,36 @@ trait CommonJobExecution extends ProjectMetadata {
     }
   }
 
+  protected def repartitionDataFrame(df: DataFrame, minBlockSize: Option[Long], maxBlockSize: Option[Long])
+                                    (implicit spark: SparkSession): DataFrame = {
+    def computeBlockCount(desiredBlockSize: Long, totalByteSize: BigInt, addRemainder: Boolean): Int = {
+      val int = (totalByteSize / desiredBlockSize).toInt
+      val blockCount = int + (if (addRemainder && (totalByteSize % desiredBlockSize != 0)) 1 else 0)
+      blockCount max 1
+    }
+
+    def changePartitionCount(blockCount: Int, fnc: Int => DataFrame): DataFrame = {
+      val outputDf = fnc(blockCount)
+      log.info(s"Number of output partitions: ${outputDf.rdd.getNumPartitions}")
+      outputDf
+    }
+
+    val catalystPlan = df.queryExecution.logical
+    val sizeInBytes = spark.sessionState.executePlan(catalystPlan).optimizedPlan.stats.sizeInBytes
+
+    val currentBlockSize = sizeInBytes / df.rdd.getNumPartitions
+
+    (minBlockSize, maxBlockSize) match {
+      case (Some(min), None) if currentBlockSize < min =>
+        changePartitionCount(computeBlockCount(min, sizeInBytes, addRemainder = false), df.coalesce)
+      case (None, Some(max)) if currentBlockSize > max =>
+        changePartitionCount(computeBlockCount(max, sizeInBytes, addRemainder = true), df.repartition)
+      case (Some(min), Some(max)) if currentBlockSize < min || currentBlockSize > max =>
+        changePartitionCount(computeBlockCount(max, sizeInBytes, addRemainder = true), df.repartition)
+      case _ => df
+    }
+  }
+
   protected def finishJob[T](jobConfig: JobConfigParser[T]): Unit = {
     val name = jobConfig.datasetName
     val version = jobConfig.datasetVersion
@@ -217,7 +256,7 @@ trait CommonJobExecution extends ProjectMetadata {
   }
 
   private def getStandardizationPath[T](jobConfig: JobConfigParser[T], reportVersion: Int): String = {
-    MessageFormat.format(conf.getString("standardized.hdfs.path"),
+    MessageFormat.format(configReader.getString("standardized.hdfs.path"),
       jobConfig.datasetName,
       jobConfig.datasetVersion.toString,
       jobConfig.reportDate,
@@ -228,7 +267,7 @@ trait CommonJobExecution extends ProjectMetadata {
     ControlInfoValidation.addRawAndSourceRecordCountsToMetadata() match {
       case Failure(ex: za.co.absa.enceladus.utils.validation.ValidationException) =>
         val confEntry = "control.info.validation"
-        conf.getString(confEntry) match {
+        configReader.getString(confEntry) match {
           case "strict" => throw ex
           case "warning" => log.warn(ex.msg)
           case "none" =>
@@ -247,7 +286,7 @@ trait CommonJobExecution extends ProjectMetadata {
     })
   }
 
-  protected def addCustomDataToInfoFile(conf: Config, data: Map[String, String]): Unit = {
+  protected def addCustomDataToInfoFile(conf: ConfigReader, data: Map[String, String]): Unit = {
     val keyPrefix = Try{conf.getString("control.info.dataset.properties.prefix")}.toOption.getOrElse("")
 
     log.debug(s"Writing custom data to info file (with prefix '$keyPrefix'): $data")
diff --git a/spark-jobs/src/main/scala/za/co/absa/enceladus/common/config/CommonConfConstants.scala b/spark-jobs/src/main/scala/za/co/absa/enceladus/common/config/CommonConfConstants.scala
new file mode 100644
index 000000000..4bb20939f
--- /dev/null
+++ b/spark-jobs/src/main/scala/za/co/absa/enceladus/common/config/CommonConfConstants.scala
@@ -0,0 +1,21 @@
+/*
+ * Copyright 2018 ABSA Group Limited
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package za.co.absa.enceladus.common.config
+
+object CommonConfConstants {
+  val minPartitionSizeKey = "min.processing.partition.size"
+  val maxPartitionSizeKey = "max.processing.partition.size"
+}
diff --git a/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/ConformanceExecution.scala b/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/ConformanceExecution.scala
index 2ca87399e..8c4b42914 100644
--- a/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/ConformanceExecution.scala
+++ b/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/ConformanceExecution.scala
@@ -25,7 +25,7 @@ import za.co.absa.atum.AtumImplicits._
 import za.co.absa.atum.core.Atum
 import za.co.absa.enceladus.common.Constants.{InfoDateColumn, InfoDateColumnString, InfoVersionColumn, ReportDateFormat}
 import za.co.absa.enceladus.common.RecordIdGeneration._
-import za.co.absa.enceladus.common.config.{JobConfigParser, PathConfig}
+import za.co.absa.enceladus.common.config.{CommonConfConstants, JobConfigParser, PathConfig}
 import za.co.absa.enceladus.common.plugin.menas.MenasPlugin
 import za.co.absa.enceladus.common.{CommonJobExecution, Constants, RecordIdGeneration}
 import za.co.absa.enceladus.conformance.config.{ConformanceConfig, ConformanceConfigParser}
@@ -35,7 +35,7 @@ import za.co.absa.enceladus.dao.MenasDAO
 import za.co.absa.enceladus.dao.auth.MenasCredentials
 import za.co.absa.enceladus.model.Dataset
 import za.co.absa.enceladus.standardization_conformance.config.StandardizationConformanceConfig
-import za.co.absa.enceladus.utils.config.PathWithFs
+import za.co.absa.enceladus.utils.config.{ConfigReader, PathWithFs}
 import za.co.absa.enceladus.utils.fs.HadoopFsUtils
 import za.co.absa.enceladus.utils.implicits.DataFrameImplicits.DataFrameEnhancements
 import za.co.absa.enceladus.utils.modules.SourcePhase
@@ -74,7 +74,7 @@ trait ConformanceExecution extends CommonJobExecution {
 
     // Enable Menas plugin for Control Framework
     MenasPlugin.enableMenas(
-      conf,
+      configReader.config,
       cmd.datasetName,
       cmd.datasetVersion,
       cmd.reportDate,
@@ -103,7 +103,7 @@ trait ConformanceExecution extends CommonJobExecution {
 
   protected def conform[T](inputData: DataFrame, preparationResult: PreparationResult)
                           (implicit spark: SparkSession, cmd: ConformanceConfigParser[T], dao: MenasDAO): DataFrame = {
-    val recordIdGenerationStrategy = getRecordIdGenerationStrategyFromConfig(conf)
+    val recordIdGenerationStrategy = getRecordIdGenerationStrategyFromConfig(configReader.config)
 
     implicit val featureSwitcher: FeatureSwitches = conformanceReader.readFeatureSwitches()
     implicit val stdFs: FileSystem = preparationResult.pathCfg.standardization.fileSystem
@@ -134,7 +134,8 @@ trait ConformanceExecution extends CommonJobExecution {
                                             preparationResult: PreparationResult,
                                             menasCredentials: MenasCredentials)
                                            (implicit spark: SparkSession,
-                                            cmd: ConformanceConfigParser[T]): Unit = {
+                                            cmd: ConformanceConfigParser[T],
+                                            configReader: ConfigReader): Unit = {
     val cmdLineArgs: String = args.mkString(" ")
     val stdFs = preparationResult.pathCfg.standardization.fileSystem
     val publishFs = preparationResult.pathCfg.publish.fileSystem
@@ -159,7 +160,11 @@ trait ConformanceExecution extends CommonJobExecution {
       handleEmptyOutput(SourcePhase.Conformance)
     }
 
-    withPartCols.write.parquet(preparationResult.pathCfg.publish.path)
+    val minBlockSize = configReader.getLongOption(CommonConfConstants.minPartitionSizeKey)
+    val maxBlockSize = configReader.getLongOption(CommonConfConstants.maxPartitionSizeKey)
+    val withRepartitioning = repartitionDataFrame(result, minBlockSize, maxBlockSize)
+
+    withRepartitioning.write.parquet(preparationResult.pathCfg.publish.path)
 
     val publishDirSize = HadoopFsUtils.getOrCreate(publishFs).getDirectorySize(preparationResult.pathCfg.publish.path)
     preparationResult.performance.finishMeasurement(publishDirSize, recordCount)
diff --git a/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/DynamicConformanceJob.scala b/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/DynamicConformanceJob.scala
index 708b3f419..dca5478bc 100644
--- a/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/DynamicConformanceJob.scala
+++ b/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/DynamicConformanceJob.scala
@@ -19,6 +19,8 @@ import org.apache.spark.sql.SparkSession
 import za.co.absa.enceladus.conformance.config.ConformanceConfig
 import za.co.absa.enceladus.dao.MenasDAO
 import za.co.absa.enceladus.dao.rest.RestDaoFactory
+import za.co.absa.enceladus.dao.rest.RestDaoFactory. AvailabilitySetup
+import za.co.absa.enceladus.utils.config.ConfigReader
 import za.co.absa.enceladus.utils.modules.SourcePhase
 
 object DynamicConformanceJob extends ConformanceExecution {
@@ -32,7 +34,9 @@ object DynamicConformanceJob extends ConformanceExecution {
     initialValidation()
     implicit val spark: SparkSession = obtainSparkSession(jobName) // initialize spark
     val menasCredentials = cmd.menasCredentialsFactory.getInstance()
-    implicit val dao: MenasDAO = RestDaoFactory.getInstance(menasCredentials, menasBaseUrls)
+    val menasSetupValue = AvailabilitySetup.withName(menasSetup)
+    implicit val dao: MenasDAO = RestDaoFactory.getInstance(menasCredentials, menasBaseUrls, menasUrlsRetryCount, menasSetupValue)
+    implicit val configReader: ConfigReader = new ConfigReader()
 
     val preparationResult = prepareJob()
     prepareConformance(preparationResult)
diff --git a/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/HyperConformance.scala b/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/HyperConformance.scala
index 12ef62ecb..2b08bcae2 100644
--- a/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/HyperConformance.scala
+++ b/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/HyperConformance.scala
@@ -30,15 +30,18 @@ import za.co.absa.enceladus.conformance.interpreter.{Always, DynamicInterpreter,
 import za.co.absa.enceladus.conformance.streaming.{InfoDateFactory, InfoVersionFactory}
 import za.co.absa.enceladus.dao.MenasDAO
 import za.co.absa.enceladus.dao.auth.{MenasCredentialsFactory, MenasKerberosCredentialsFactory, MenasPlainCredentialsFactory}
+import za.co.absa.enceladus.dao.rest.RestDaoFactory.AvailabilitySetup
 import za.co.absa.enceladus.dao.rest.{MenasConnectionStringParser, RestDaoFactory}
 import za.co.absa.enceladus.model.Dataset
 import za.co.absa.enceladus.utils.fs.HadoopFsUtils
 import za.co.absa.enceladus.utils.validation.ValidationLevel
 import za.co.absa.hyperdrive.ingestor.api.transformer.{StreamTransformer, StreamTransformerFactory}
 
-class HyperConformance (implicit cmd: ConformanceConfig,
+class HyperConformance (menasBaseUrls: List[String],
+                        urlsRetryCount: Option[Int] = None,
+                        menasSetup: Option[String] = None)
+                       (implicit cmd: ConformanceConfig,
                         featureSwitches: FeatureSwitches,
-                        menasBaseUrls: List[String],
                         infoDateFactory: InfoDateFactory,
                         infoVersionFactory: InfoVersionFactory) extends StreamTransformer {
   val log: Logger = LoggerFactory.getLogger(this.getClass)
@@ -48,7 +51,8 @@ class HyperConformance (implicit cmd: ConformanceConfig,
     implicit val spark: SparkSession = rawDf.sparkSession
     val menasCredentials = cmd.menasCredentialsFactory.getInstance()
 
-    implicit val dao: MenasDAO = RestDaoFactory.getInstance(menasCredentials, menasBaseUrls)
+    val menasSetupValue = menasSetup.map(AvailabilitySetup.withName).getOrElse(RestDaoFactory.DefaultAvailabilitySetup)
+    implicit val dao: MenasDAO = RestDaoFactory.getInstance(menasCredentials, menasBaseUrls, urlsRetryCount, menasSetupValue)
     dao.authenticate()
 
     logPreConformanceInfo(rawDf)
@@ -145,8 +149,18 @@ object HyperConformance extends StreamTransformerFactory with HyperConformanceAt
     implicit val reportDateCol: InfoDateFactory = InfoDateFactory.getFactoryFromConfig(conf)
     implicit val infoVersionCol: InfoVersionFactory = InfoVersionFactory.getFactoryFromConfig(conf)
 
-    implicit val menasBaseUrls: List[String] = MenasConnectionStringParser.parse(conf.getString(menasUriKey))
-    new HyperConformance()
+    val menasBaseUrls: List[String] = MenasConnectionStringParser.parse(conf.getString(menasUriKey))
+    val menasUrlsRetryCount: Option[Int] = if (conf.containsKey(menasUriRetryCountKey)) {
+      Option(conf.getInt(menasUriRetryCountKey))
+    } else {
+      None
+    }
+    val menasSetup: Option[String] = if (conf.containsKey(menasAvailabilitySetupKey)) {
+      Option(conf.getString(menasAvailabilitySetupKey))
+    } else {
+      None
+    }
+    new HyperConformance(menasBaseUrls, menasUrlsRetryCount, menasSetup)
   }
 
   private def getReportVersion(conf: Configuration): Int = {
diff --git a/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/HyperConformanceAttributes.scala b/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/HyperConformanceAttributes.scala
index a6d22b682..d348086c4 100644
--- a/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/HyperConformanceAttributes.scala
+++ b/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/HyperConformanceAttributes.scala
@@ -21,6 +21,8 @@ object HyperConformanceAttributes {
 
   // Configuration keys expected to be set up when running Conformance as a Transformer component for Hyperdrive
   val menasUriKey = "menas.rest.uri"
+  val menasUriRetryCountKey = "menas.rest.retryCount"
+  val menasAvailabilitySetupKey = "menas.rest.availability.setup"
   val menasCredentialsFileKey = "menas.credentials.file"
   val menasAuthKeytabKey = "menas.auth.keytab"
   val datasetNameKey = "dataset.name"
@@ -42,6 +44,15 @@ trait HyperConformanceAttributes extends HasComponentAttributes {
   override def getProperties: Map[String, PropertyMetadata] = Map(
     menasUriKey ->
       PropertyMetadata("Menas API URL", Some("E.g. http://localhost:8080/menas"), required = true),
+    menasUriRetryCountKey ->
+      PropertyMetadata("Menas API URL retry count",
+        Some("How many times a call to Menas API URL should be retried after failure before proceeding to the next URL. E.g. 2"),
+        required = false),
+    menasAvailabilitySetupKey ->
+      PropertyMetadata("The setup type of Menas URLs",
+        Some("""Either "roundrobin" (default) or "fallback", affects in which order the URls are picked up for use. """ +
+          "Round-robin - start from random, fallback - start from first"),
+        required = false),
     datasetNameKey ->
       PropertyMetadata("Dataset name", None, required = true),
     datasetVersionKey ->
diff --git a/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/config/FilterFromConfig.scala b/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/config/FilterFromConfig.scala
index 62771ae6d..3aded1f71 100644
--- a/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/config/FilterFromConfig.scala
+++ b/spark-jobs/src/main/scala/za/co/absa/enceladus/conformance/config/FilterFromConfig.scala
@@ -44,7 +44,7 @@ object FilterFromConfig {
   }
 
   private def readJson(configKey: String): Option[String] = {
-    configReader.readStringConfigIfExist(configKey).filter(_.nonEmpty).map(_.replaceAllLiterally("'","\""))
+    configReader.getStringOption(configKey).filter(_.nonEmpty).map(_.replaceAllLiterally("'","\""))
   }
 
   def loadFilter(dataFrameName: String): Option[DataFrameFilter] = {
diff --git a/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization/StandardizationExecution.scala b/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization/StandardizationExecution.scala
index eb5857109..66f5d99c9 100644
--- a/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization/StandardizationExecution.scala
+++ b/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization/StandardizationExecution.scala
@@ -23,7 +23,7 @@ import org.apache.spark.sql.{Column, DataFrame, SparkSession}
 import za.co.absa.atum.AtumImplicits._
 import za.co.absa.atum.core.Atum
 import za.co.absa.enceladus.common.RecordIdGeneration.getRecordIdGenerationStrategyFromConfig
-import za.co.absa.enceladus.common.config.{JobConfigParser, PathConfig}
+import za.co.absa.enceladus.common.config.{CommonConfConstants, JobConfigParser, PathConfig}
 import za.co.absa.enceladus.common.plugin.menas.MenasPlugin
 import za.co.absa.enceladus.common.{CommonJobExecution, Constants}
 import za.co.absa.enceladus.dao.MenasDAO
@@ -32,7 +32,7 @@ import za.co.absa.enceladus.model.Dataset
 import za.co.absa.enceladus.standardization.config.{StandardizationConfig, StandardizationConfigParser}
 import za.co.absa.enceladus.standardization.interpreter.StandardizationInterpreter
 import za.co.absa.enceladus.standardization.interpreter.stages.PlainSchemaGenerator
-import za.co.absa.enceladus.utils.config.PathWithFs
+import za.co.absa.enceladus.utils.config.{ConfigReader, PathWithFs}
 import za.co.absa.enceladus.utils.fs.{DistributedFsUtils, HadoopFsUtils}
 import za.co.absa.enceladus.utils.modules.SourcePhase
 import za.co.absa.enceladus.common.performance.PerformanceMetricTools
@@ -68,7 +68,7 @@ trait StandardizationExecution extends CommonJobExecution {
 
     // Enable Menas plugin for Control Framework
     MenasPlugin.enableMenas(
-      conf,
+      configReader.config,
       cmd.datasetName,
       cmd.datasetVersion,
       cmd.reportDate,
@@ -88,7 +88,7 @@ trait StandardizationExecution extends CommonJobExecution {
 
     // Add Dataset properties marked with putIntoInfoFile=true
     val dataForInfoFile: Map[String, String] = dao.getDatasetPropertiesForInfoFile(cmd.datasetName, cmd.datasetVersion)
-    addCustomDataToInfoFile(conf, dataForInfoFile)
+    addCustomDataToInfoFile(configReader, dataForInfoFile)
 
     PerformanceMetricTools.addJobInfoToAtumMetadata("std",
       preparationResult.pathCfg.raw,
@@ -149,7 +149,7 @@ trait StandardizationExecution extends CommonJobExecution {
   protected def standardize[T](inputData: DataFrame, schema: StructType, cmd: StandardizationConfigParser[T])
                               (implicit spark: SparkSession, udfLib: UDFLibrary, defaults: Defaults): DataFrame = {
     //scalastyle:on parameter.number
-    val recordIdGenerationStrategy = getRecordIdGenerationStrategyFromConfig(conf)
+    val recordIdGenerationStrategy = getRecordIdGenerationStrategyFromConfig(configReader.config)
 
     try {
       handleControlInfoValidation()
@@ -174,7 +174,7 @@ trait StandardizationExecution extends CommonJobExecution {
                                                 schema: StructType,
                                                 cmd: StandardizationConfigParser[T],
                                                 menasCredentials: MenasCredentials)
-                                               (implicit spark: SparkSession): DataFrame = {
+                                               (implicit spark: SparkSession, configReader: ConfigReader): DataFrame = {
     val rawFs = preparationResult.pathCfg.raw.fileSystem
     val stdFs = preparationResult.pathCfg.standardization.fileSystem
 
@@ -195,7 +195,16 @@ trait StandardizationExecution extends CommonJobExecution {
     }
 
     log.info(s"Writing into standardized path ${preparationResult.pathCfg.standardization.path}")
-    standardizedDF.write.parquet(preparationResult.pathCfg.standardization.path)
+
+    val minPartitionSize = configReader.getLongOption(CommonConfConstants.minPartitionSizeKey)
+    val maxPartitionSize = configReader.getLongOption(CommonConfConstants.maxPartitionSizeKey)
+
+    val withRepartitioning = if (cmd.isInstanceOf[StandardizationConfig]) {
+        repartitionDataFrame(standardizedDF, minPartitionSize, maxPartitionSize)
+      } else {
+      standardizedDF
+    }
+    withRepartitioning.write.parquet(preparationResult.pathCfg.standardization.path)
 
     // Store performance metrics
     // (record count, directory sizes, elapsed time, etc. to _INFO file metadata and performance file)
diff --git a/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization/StandardizationJob.scala b/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization/StandardizationJob.scala
index c65bcda96..76a2f1a93 100644
--- a/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization/StandardizationJob.scala
+++ b/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization/StandardizationJob.scala
@@ -18,7 +18,9 @@ package za.co.absa.enceladus.standardization
 import org.apache.spark.sql.SparkSession
 import za.co.absa.enceladus.dao.MenasDAO
 import za.co.absa.enceladus.dao.rest.RestDaoFactory
+import za.co.absa.enceladus.dao.rest.RestDaoFactory.AvailabilitySetup
 import za.co.absa.enceladus.standardization.config.StandardizationConfig
+import za.co.absa.enceladus.utils.config.ConfigReader
 import za.co.absa.enceladus.utils.modules.SourcePhase
 import za.co.absa.enceladus.utils.types.{Defaults, DefaultsByFormat}
 import za.co.absa.enceladus.utils.udf.UDFLibrary
@@ -33,9 +35,11 @@ object StandardizationJob extends StandardizationExecution {
     implicit val spark: SparkSession = obtainSparkSession(jobName)
     implicit val udfLib: UDFLibrary = new UDFLibrary
     implicit val defaults: Defaults = new DefaultsByFormat(cmd.rawFormat)
+    implicit val configReader: ConfigReader = new ConfigReader()
 
     val menasCredentials = cmd.menasCredentialsFactory.getInstance()
-    implicit val dao: MenasDAO = RestDaoFactory.getInstance(menasCredentials, menasBaseUrls)
+    val menasSetupValue = AvailabilitySetup.withName(menasSetup)
+    implicit val dao: MenasDAO = RestDaoFactory.getInstance(menasCredentials, menasBaseUrls, menasUrlsRetryCount, menasSetupValue)
 
     val preparationResult = prepareJob()
     val schema =  prepareStandardization(args, menasCredentials, preparationResult)
diff --git a/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization/StandardizationPropertiesProvider.scala b/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization/StandardizationPropertiesProvider.scala
index b740dcddf..f81ec5bdd 100644
--- a/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization/StandardizationPropertiesProvider.scala
+++ b/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization/StandardizationPropertiesProvider.scala
@@ -134,13 +134,12 @@ class StandardizationPropertiesProvider {
       // For EBCDIC files --charset is converted into Cobrix "ebcdic_code_page" option
       HashMap(
         getCopybookOption(cobolOptions, dataset),
-        "is_xcom" -> isXcomOpt.map(BooleanParameter),
+        "is_record_sequence" -> isXcomOpt.map(BooleanParameter),
         "is_text" -> isTextOpt.map(BooleanParameter),
         "string_trimming_policy" -> cobolOptions.trimmingPolicy.map(StringParameter),
         "encoding" -> cobolOptions.encoding.map(StringParameter),
         "ascii_charset" -> cmd.charset.flatMap(charset => if (isAscii) Option(StringParameter(charset)) else None),
-        "ebcdic_code_page" -> cmd.charset.flatMap(charset => if (!isAscii) Option(StringParameter(charset)) else None),
-        "schema_retention_policy" -> Some(StringParameter("collapse_root"))
+        "ebcdic_code_page" -> cmd.charset.flatMap(charset => if (!isAscii) Option(StringParameter(charset)) else None)
       )
     } else {
       HashMap()
diff --git a/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization/interpreter/StandardizationInterpreter.scala b/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization/interpreter/StandardizationInterpreter.scala
index 718956b74..090be5f4b 100644
--- a/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization/interpreter/StandardizationInterpreter.scala
+++ b/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization/interpreter/StandardizationInterpreter.scala
@@ -26,7 +26,7 @@ import za.co.absa.enceladus.standardization.interpreter.stages.{SchemaChecker, T
 import za.co.absa.enceladus.utils.error.ErrorMessage
 import za.co.absa.enceladus.utils.schema.{SchemaUtils, SparkUtils}
 import za.co.absa.enceladus.utils.transformations.ArrayTransformations
-import za.co.absa.enceladus.utils.types.{Defaults, GlobalDefaults}
+import za.co.absa.enceladus.utils.types.Defaults
 import za.co.absa.enceladus.utils.udf.{UDFLibrary, UDFNames}
 import za.co.absa.enceladus.utils.validation.ValidationException
 
@@ -34,7 +34,6 @@ import za.co.absa.enceladus.utils.validation.ValidationException
  * Object representing set of tools for performing the actual standardization
  */
 object StandardizationInterpreter {
-  private implicit val defaults: Defaults = GlobalDefaults
   private val logger: Logger = LoggerFactory.getLogger(this.getClass)
 
   /**
diff --git a/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization_conformance/StandardizationAndConformanceJob.scala b/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization_conformance/StandardizationAndConformanceJob.scala
index c43258250..f4b46e0b2 100644
--- a/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization_conformance/StandardizationAndConformanceJob.scala
+++ b/spark-jobs/src/main/scala/za/co/absa/enceladus/standardization_conformance/StandardizationAndConformanceJob.scala
@@ -18,7 +18,9 @@ package za.co.absa.enceladus.standardization_conformance
 import org.apache.spark.sql.SparkSession
 import za.co.absa.enceladus.dao.MenasDAO
 import za.co.absa.enceladus.dao.rest.RestDaoFactory
+import za.co.absa.enceladus.dao.rest.RestDaoFactory.AvailabilitySetup
 import za.co.absa.enceladus.standardization_conformance.config.StandardizationConformanceConfig
+import za.co.absa.enceladus.utils.config.ConfigReader
 import za.co.absa.enceladus.utils.modules.SourcePhase
 import za.co.absa.enceladus.utils.types.{Defaults, DefaultsByFormat}
 import za.co.absa.enceladus.utils.udf.UDFLibrary
@@ -33,9 +35,11 @@ object StandardizationAndConformanceJob extends StandardizationAndConformanceExe
     implicit val spark: SparkSession = obtainSparkSession(jobName)
     implicit val udfLib: UDFLibrary = new UDFLibrary
     implicit val defaults: Defaults = new DefaultsByFormat(cmd.rawFormat)
+    implicit val configReader: ConfigReader = new ConfigReader()
 
     val menasCredentials = cmd.menasCredentialsFactory.getInstance()
-    implicit val dao: MenasDAO = RestDaoFactory.getInstance(menasCredentials, menasBaseUrls)
+    val menasSetupValue = AvailabilitySetup.withName(menasSetup)
+    implicit val dao: MenasDAO = RestDaoFactory.getInstance(menasCredentials, menasBaseUrls, menasUrlsRetryCount, menasSetupValue)
 
     val preparationResult = prepareJob()
     val schema = prepareStandardization(args, menasCredentials, preparationResult)
diff --git a/spark-jobs/src/test/scala/za/co/absa/enceladus/conformance/interpreter/fixtures/StreamingFixture.scala b/spark-jobs/src/test/scala/za/co/absa/enceladus/conformance/interpreter/fixtures/StreamingFixture.scala
index 486b3be45..591fe2608 100644
--- a/spark-jobs/src/test/scala/za/co/absa/enceladus/conformance/interpreter/fixtures/StreamingFixture.scala
+++ b/spark-jobs/src/test/scala/za/co/absa/enceladus/conformance/interpreter/fixtures/StreamingFixture.scala
@@ -32,7 +32,7 @@ import za.co.absa.enceladus.model.Dataset
 import za.co.absa.enceladus.utils.testUtils.SparkTestBase
 
 trait StreamingFixture extends AnyFunSuite with SparkTestBase with MockitoSugar {
-  implicit val menasBaseUrls: List[String] = List.empty
+  private val menasBaseUrls = List.empty[String]
   implicit val cmd: ConformanceConfig = ConformanceConfig(reportVersion = Some(1), reportDate = "2020-03-23")
 
   protected def testHyperConformanceFromConfig(input: DataFrame,
@@ -56,6 +56,9 @@ trait StreamingFixture extends AnyFunSuite with SparkTestBase with MockitoSugar
     when(configStub.containsKey(menasAuthKeytabKey)).thenReturn(true)
     when(configStub.containsKey(menasCredentialsFileKey)).thenReturn(false)
     when(configStub.getString(menasAuthKeytabKey)).thenReturn("key1")
+    when(configStub.containsKey(menasUriRetryCountKey)).thenReturn(true)
+    when(configStub.getInt(menasUriRetryCountKey)).thenReturn(0)
+    when(configStub.containsKey(menasAvailabilitySetupKey)).thenReturn(false)
 
     val memoryStream = new MemoryStream[Row](1, spark.sqlContext)(RowEncoder(input.schema))
     val hyperConformance = HyperConformance(configStub).asInstanceOf[HyperConformance]
@@ -91,7 +94,7 @@ trait StreamingFixture extends AnyFunSuite with SparkTestBase with MockitoSugar
       .setControlFrameworkEnabled(false)
 
     val memoryStream = new MemoryStream[Row](1, spark.sqlContext)(RowEncoder(input.schema))
-    val hyperConformance = new HyperConformance()
+    val hyperConformance = new HyperConformance(menasBaseUrls)
     val source: DataFrame = memoryStream.toDF()
     val conformed: DataFrame = hyperConformance.applyConformanceTransformations(source, dataset)
     val sink = conformed
diff --git a/spark-jobs/src/test/scala/za/co/absa/enceladus/conformance/streaming/HyperConformanceIntegrationSuite.scala b/spark-jobs/src/test/scala/za/co/absa/enceladus/conformance/streaming/HyperConformanceIntegrationSuite.scala
index 57e23ca72..3e226656b 100644
--- a/spark-jobs/src/test/scala/za/co/absa/enceladus/conformance/streaming/HyperConformanceIntegrationSuite.scala
+++ b/spark-jobs/src/test/scala/za/co/absa/enceladus/conformance/streaming/HyperConformanceIntegrationSuite.scala
@@ -78,7 +78,7 @@ class HyperConformanceIntegrationSuite extends AnyFunSuite with StreamingFixture
     assertResult(returned)(conformed)
   }
 
-  //should run indefinetely
+  //should run indefinitely
   /*test("Test without catalyst workaround") {
     val configuration = new PropertyListConfiguration()
     configuration.addProperty(reportDateKey, "2020-05-23")
diff --git a/spark-jobs/src/test/scala/za/co/absa/enceladus/standardization/StandardizationCobolAsciiSuite.scala b/spark-jobs/src/test/scala/za/co/absa/enceladus/standardization/StandardizationCobolAsciiSuite.scala
index 240599ffb..9311df421 100644
--- a/spark-jobs/src/test/scala/za/co/absa/enceladus/standardization/StandardizationCobolAsciiSuite.scala
+++ b/spark-jobs/src/test/scala/za/co/absa/enceladus/standardization/StandardizationCobolAsciiSuite.scala
@@ -15,8 +15,6 @@
 
 package za.co.absa.enceladus.standardization
 
-import java.nio.charset.StandardCharsets
-
 import org.apache.spark.sql.DataFrame
 import org.apache.spark.sql.types.{StringType, StructField, StructType}
 import org.mockito.scalatest.MockitoSugar
@@ -28,6 +26,8 @@ import za.co.absa.enceladus.standardization.config.StandardizationConfig
 import za.co.absa.enceladus.standardization.fixtures.TempFileFixture
 import za.co.absa.enceladus.utils.testUtils.SparkTestBase
 
+import java.nio.charset.StandardCharsets
+
 class StandardizationCobolAsciiSuite extends FixtureAnyFunSuite with SparkTestBase with TempFileFixture with MockitoSugar {
 
   type FixtureParam = String
@@ -90,7 +90,7 @@ class StandardizationCobolAsciiSuite extends FixtureAnyFunSuite with SparkTestBa
         |{"A1":"4","A2":" on  ","A3":"    Data 4"}""".stripMargin.replace("\r\n", "\n")
 
     val df = getTestDataFrame(tmpFileName, args)
-    val actual = df.toJSON.collect.mkString("\n")
+    val actual = df.orderBy("A1").toJSON.collect.mkString("\n")
 
     assert(actual == expected)
   }
@@ -105,7 +105,7 @@ class StandardizationCobolAsciiSuite extends FixtureAnyFunSuite with SparkTestBa
         |{"A1":"4","A2":"on  ","A3":"Data 4"}""".stripMargin.replace("\r\n", "\n")
 
     val df = getTestDataFrame(tmpFileName, args)
-    val actual = df.toJSON.collect.mkString("\n")
+    val actual = df.orderBy("A1").toJSON.collect.mkString("\n")
 
     assert(actual == expected)
   }
@@ -120,7 +120,7 @@ class StandardizationCobolAsciiSuite extends FixtureAnyFunSuite with SparkTestBa
         |{"A1":"4","A2":" on","A3":"    Data 4"}""".stripMargin.replace("\r\n", "\n")
 
     val df = getTestDataFrame(tmpFileName, args)
-    val actual = df.toJSON.collect.mkString("\n")
+    val actual = df.orderBy("A1").toJSON.collect.mkString("\n")
 
     assert(actual == expected)
   }
@@ -135,7 +135,7 @@ class StandardizationCobolAsciiSuite extends FixtureAnyFunSuite with SparkTestBa
         |{"A1":"4","A2":"on","A3":"Data 4"}""".stripMargin.replace("\r\n", "\n")
 
     val df = getTestDataFrame(tmpFileName, args)
-    val actual = df.toJSON.collect.mkString("\n")
+    val actual = df.orderBy("A1").toJSON.collect.mkString("\n")
 
     assert(actual == expected)
   }
@@ -146,11 +146,11 @@ class StandardizationCobolAsciiSuite extends FixtureAnyFunSuite with SparkTestBa
     val expected =
       """{"A1":"1","A2":"Tes","A3":"0123456789"}
         |{"A1":"2","A2":"est2","A3":"SomeText"}
-        |{"A1":"3","A2":"None","A3":"Data   3"}
-        |{"A1":"","A2":"4 on","A3":"Data"}""".stripMargin.replace("\r\n", "\n")
+        |{"A1":"3","A2":"None","A3":"Data 3"}
+        |{"A1":"4","A2":"on","A3":"Data 4"}""".stripMargin.replace("\r\n", "\n")
 
     val df = getTestDataFrame(tmpFileName, args)
-    val actual = df.toJSON.collect.mkString("\n")
+    val actual = df.orderBy("A1").toJSON.collect.mkString("\n")
 
     assert(actual == expected)
   }
diff --git a/utils/pom.xml b/utils/pom.xml
index 47b9ca9c8..84f3ae216 100644
--- a/utils/pom.xml
+++ b/utils/pom.xml
@@ -55,7 +55,7 @@
         <dependency>
             <groupId>za.co.absa.commons</groupId>
             <artifactId>commons_${scala.compat.version}</artifactId>
-            <version>${commons.version}</version>
+            <version>${absa.commons.version}</version>
         </dependency>
         <dependency>
             <groupId>org.scalatest</groupId>
diff --git a/utils/src/main/scala/za/co/absa/enceladus/utils/config/ConfigReader.scala b/utils/src/main/scala/za/co/absa/enceladus/utils/config/ConfigReader.scala
index 7ceee613a..5204b8e93 100644
--- a/utils/src/main/scala/za/co/absa/enceladus/utils/config/ConfigReader.scala
+++ b/utils/src/main/scala/za/co/absa/enceladus/utils/config/ConfigReader.scala
@@ -16,34 +16,85 @@
 package za.co.absa.enceladus.utils.config
 
 import com.typesafe.config._
-import org.slf4j.LoggerFactory
+import org.slf4j.{Logger, LoggerFactory}
 
 import scala.collection.JavaConverters._
-import za.co.absa.enceladus.utils.config.ConfigUtils.ConfigImplicits
+import scala.util.{Failure, Try}
 
 object ConfigReader {
+  type ConfigExceptionBadValue = ConfigException.BadValue
+
   val redactedReplacement: String = "*****"
+  private val defaultConfig: ConfigReader = new ConfigReader(ConfigFactory.load())
+
+  def apply(): ConfigReader = defaultConfig
+  def apply(config: Config): ConfigReader = new ConfigReader(config)
+  def apply(configMap: Map[String, String]): ConfigReader = {
+    val config = ConfigFactory.parseMap(configMap.asJava)
+    apply(config)
+  }
+
+  def parseString(configLine: String): ConfigReader = {
+    val config = ConfigFactory.parseString(configLine)
+    apply(config)
+  }
 }
 
-class ConfigReader(config: Config = ConfigFactory.load()) {
+class ConfigReader(val config: Config = ConfigFactory.load()) {
   import ConfigReader._
 
-  private val log = LoggerFactory.getLogger(this.getClass)
 
-  def readStringConfigIfExist(path: String): Option[String] = {
-    config.getOptionString(path)
+  def hasPath(path: String): Boolean = {
+    config.hasPath(path)
+  }
+
+  def getString(path: String): String = {
+    config.getString(path)
+  }
+
+  def getInt(path: String): Int = {
+    config.getInt(path)
+  }
+
+  def getBoolean(path: String): Boolean = {
+    config.getBoolean(path)
+  }
+
+  /**
+    * Inspects the config for the presence of the `path` and returns an optional result.
+    *
+    * @param path path to look for, e.g. "group1.subgroup2.value3
+    * @return None if not found or defined Option[String]
+    */
+  def getStringOption(path: String): Option[String] = {
+    getIfExists(path)(getString)
+  }
+
+  def getIntOption(path: String): Option[Int] = {
+    getIfExists(path)(getInt)
   }
 
-  def readStringConfig(path: String, default: String): String = {
-    readStringConfigIfExist(path).getOrElse(default)
+  /**
+    * Inspects the config for the presence of the `path` and returns an optional result.
+    *
+    * @param path path to look for, e.g. "group1.subgroup2.value3
+    * @return None if not found or defined Option[Boolean]
+    */
+  def getBooleanOption(path: String): Option[Boolean] = {
+    getIfExists(path)(getBoolean)
+  }
+
+  /** Handy shorthand of frequent `config.withValue(key, ConfigValueFactory.fromAnyRef(value))` */
+  def withAnyRefValue(key: String, value: AnyRef) : ConfigReader = {
+    ConfigReader(config.withValue(key, ConfigValueFactory.fromAnyRef(value)))
   }
 
   /**
-   * Given a configuration returns a new configuration which has all sensitive keys redacted.
-   *
-   * @param keysToRedact A set of keys to be redacted.
-   */
-  def getRedactedConfig(keysToRedact: Set[String]): Config = {
+    * Given a configuration returns a new configuration which has all sensitive keys redacted.
+    *
+    * @param keysToRedact A set of keys to be redacted.
+    */
+  def getRedactedConfig(keysToRedact: Set[String]): ConfigReader = {
     def withAddedKey(accumulatedConfig: Config, key: String): Config = {
       if (config.hasPath(key)) {
         accumulatedConfig.withValue(key, ConfigValueFactory.fromAnyRef(redactedReplacement))
@@ -54,29 +105,37 @@ class ConfigReader(config: Config = ConfigFactory.load()) {
 
     val redactingConfig = keysToRedact.foldLeft(ConfigFactory.empty)(withAddedKey)
 
-    redactingConfig.withFallback(config)
+    ConfigReader(redactingConfig.withFallback(config))
+  }
+
+  def getLong(path: String): Long = {
+    config.getLong(path)
+  }
+
+  def getLongOption(path: String): Option[Long] = {
+    getIfExists(path)(getLong)
   }
 
   /**
-   * Flattens TypeSafe config tree and returns the effective configuration
-   * while redacting sensitive keys.
-   *
-   * @param keysToRedact A set of keys for which should be redacted.
-   * @return the effective configuration as a map
-   */
+    * Flattens TypeSafe config tree and returns the effective configuration
+    * while redacting sensitive keys.
+    *
+    * @param keysToRedact A set of keys for which should be redacted.
+    * @return the effective configuration as a map
+    */
   def getFlatConfig(keysToRedact: Set[String] = Set()): Map[String, AnyRef] = {
-    getRedactedConfig(keysToRedact).entrySet().asScala.map({ entry =>
+    getRedactedConfig(keysToRedact).config.entrySet().asScala.map({ entry =>
       entry.getKey -> entry.getValue.unwrapped()
     }).toMap
   }
 
   /**
-   * Logs the effective configuration while redacting sensitive keys
-   * in HOCON format.
-   *
-   * @param keysToRedact A set of keys for which values shouldn't be logged.
-   */
-  def logEffectiveConfigHocon(keysToRedact: Set[String] = Set()): Unit = {
+    * Logs the effective configuration while redacting sensitive keys
+    * in HOCON format.
+    *
+    * @param keysToRedact A set of keys for which values shouldn't be logged.
+    */
+  def logEffectiveConfigHocon(keysToRedact: Set[String] = Set(), log: Logger = LoggerFactory.getLogger(this.getClass)): Unit = {
     val redactedConfig = getRedactedConfig(keysToRedact)
 
     val renderOptions = ConfigRenderOptions.defaults()
@@ -84,18 +143,18 @@ class ConfigReader(config: Config = ConfigFactory.load()) {
       .setOriginComments(false)
       .setJson(false)
 
-    val rendered = redactedConfig.root().render(renderOptions)
+    val rendered = redactedConfig.config.root().render(renderOptions)
 
     log.info(s"Effective configuration:\n$rendered")
   }
 
   /**
-   * Logs the effective configuration while redacting sensitive keys
-   * in Properties format.
-   *
-   * @param keysToRedact A set of keys for which values shouldn't be logged.
-   */
-  def logEffectiveConfigProps(keysToRedact: Set[String] = Set()): Unit = {
+    * Logs the effective configuration while redacting sensitive keys
+    * in Properties format.
+    *
+    * @param keysToRedact A set of keys for which values shouldn't be logged.
+    */
+  def logEffectiveConfigProps(keysToRedact: Set[String] = Set(), log: Logger = LoggerFactory.getLogger(this.getClass)): Unit = {
     val redactedConfig = getFlatConfig(keysToRedact)
 
     val rendered = redactedConfig.map {
@@ -106,4 +165,17 @@ class ConfigReader(config: Config = ConfigFactory.load()) {
 
     log.info(s"Effective configuration:\n$rendered")
   }
+
+  private def getIfExists[T](path: String)(readFnc: String => T): Option[T] = {
+    if (config.hasPathOrNull(path)) {
+      if (config.getIsNull(path)) {
+        None
+      } else {
+        Option(readFnc(path))
+      }
+    } else {
+      None
+    }
+  }
+  
 }
diff --git a/utils/src/main/scala/za/co/absa/enceladus/utils/time/TimeZoneNormalizer.scala b/utils/src/main/scala/za/co/absa/enceladus/utils/time/TimeZoneNormalizer.scala
index 70b8a4305..0e8f76bd7 100644
--- a/utils/src/main/scala/za/co/absa/enceladus/utils/time/TimeZoneNormalizer.scala
+++ b/utils/src/main/scala/za/co/absa/enceladus/utils/time/TimeZoneNormalizer.scala
@@ -26,7 +26,7 @@ import za.co.absa.enceladus.utils.config.ConfigReader
    */
 object TimeZoneNormalizer {
   private val log: Logger = LogManager.getLogger(this.getClass)
-  val timeZone: String = new ConfigReader().readStringConfigIfExist("timezone").getOrElse {
+  val timeZone: String = new ConfigReader().getStringOption("timezone").getOrElse {
     val default = "UTC"
     log.warn(s"No time zone (timezone) setting found. Setting to default, which is $default.")
     default
diff --git a/utils/src/main/scala/za/co/absa/enceladus/utils/types/DefaultsByFormat.scala b/utils/src/main/scala/za/co/absa/enceladus/utils/types/DefaultsByFormat.scala
index f045c6149..cdfeb9de6 100644
--- a/utils/src/main/scala/za/co/absa/enceladus/utils/types/DefaultsByFormat.scala
+++ b/utils/src/main/scala/za/co/absa/enceladus/utils/types/DefaultsByFormat.scala
@@ -51,7 +51,7 @@ class DefaultsByFormat(formatName: String,
   override def getDecimalSymbols: DecimalSymbols = globalDefaults.getDecimalSymbols
 
   private def readTimezone(path: String): Option[String] = {
-    val result = config.readStringConfigIfExist(path)
+    val result = config.getStringOption(path)
     result.foreach(tz =>
       if (!TimeZone.getAvailableIDs().contains(tz )) {
         throw new IllegalStateException(s"The setting '$tz' of '$path' is not recognized as known time zone")
diff --git a/utils/src/test/scala/za/co/absa/enceladus/utils/config/ConfigReaderSuite.scala b/utils/src/test/scala/za/co/absa/enceladus/utils/config/ConfigReaderSuite.scala
index 7203d29b2..5fec40075 100644
--- a/utils/src/test/scala/za/co/absa/enceladus/utils/config/ConfigReaderSuite.scala
+++ b/utils/src/test/scala/za/co/absa/enceladus/utils/config/ConfigReaderSuite.scala
@@ -15,10 +15,11 @@
 
 package za.co.absa.enceladus.utils.config
 
-import com.typesafe.config.ConfigFactory
+import com.typesafe.config.{ConfigException, ConfigFactory}
+import org.scalatest.matchers.should.Matchers
 import org.scalatest.wordspec.AnyWordSpec
 
-class ConfigReaderSuite extends AnyWordSpec {
+class ConfigReaderSuite extends AnyWordSpec with Matchers{
   private val config = ConfigFactory.parseString(
     """
       |top = default
@@ -29,37 +30,94 @@ class ConfigReaderSuite extends AnyWordSpec {
       |  string = "str"
       |  redacted = "67890"
       |}
+      |nothing=null
+      |booleans {
+      |  yes = "true"
+      |  str = "xxx"
+      |}
       |""".stripMargin)
 
   private val keysToRedact = Set("redacted", "nested.redacted", "redundant.key")
 
-  private val configReader = new ConfigReader(config)
+  private val configReader = ConfigReader(config)
 
-  "readStringConfigIfExist()" should {
-    "return Some(value) if the key exists" in {
-      assert(configReader.readStringConfigIfExist("nested.redacted").contains("67890"))
+  "hasPath" should {
+    "return true if the key exists" in {
+      assert(configReader.hasPath("nested.value.num"))
     }
-
-    "return None if the key does not exist" in {
-      assert(configReader.readStringConfigIfExist("redundant.key").isEmpty)
+    "return true if key exists even as parent" in {
+      assert(configReader.hasPath("nested"))
+    }
+    "return false if the key exists" in {
+      assert(!configReader.hasPath("does.not.exists"))
     }
+  }
 
+  "getString()" should {
+    "return the value if the key exists" in {
+      configReader.getString("nested.redacted") shouldBe "67890"
+    }
+    "throw if the key does not exist" in {
+      intercept[ConfigException.Missing] {
+        configReader.getString("redundant.key")
+      }
+    }
     "return a value converted to string if the value is not a string" in {
-      assert(configReader.readStringConfigIfExist("nested.value.num").contains("100"))
+      configReader.getString("nested.value.num") shouldBe "100"
+    }
+    "throws if the value is null" in {
+      intercept[ConfigException.Null] {
+        configReader.getString("nothing")
+      }
     }
   }
 
-  "readStringConfig()" should {
-    "return the value if the key exists" in {
-      assert(configReader.readStringConfig("nested.redacted", "def") == "67890")
+  "getInt()" should {
+    "return the value if the key exists and" when {
+      "is an integer" in {
+        configReader.getInt("nested.value.num") shouldBe 100
+      }
+      "and the value cane be converted to int" in {
+        configReader.getInt("nested.redacted") shouldBe 67890
+      }
+    }
+    "throw if the key does not exist" in {
+      intercept[ConfigException.Missing] {
+        configReader.getInt("redundant.key")
+      }
     }
+    "throws if the value is not an integer" in {
+      intercept[ConfigException.WrongType] {
+        configReader.getInt("top")
+      }
+    }
+  }
 
-    "return the default value if the key does not exist" in {
-      assert(configReader.readStringConfig("redundant.key", "def") == "def")
+  "getBoolean()" should {
+    "return the value if the key exists and is a boolean" in {
+      assert(configReader.getBoolean("booleans.yes"))
+    }
+    "throw if the key does not exist" in {
+      intercept[ConfigException.Missing] {
+        configReader.getBoolean("booleans.not.exists")
+      }
     }
+    "throws if the value is not a boolean" in {
+      intercept[ConfigException.WrongType] {
+        configReader.getBoolean("booleans.str")
+      }
+    }
+  }
 
-    "return a value converted to string if the value is not a string" in {
-      assert(configReader.readStringConfig("nested.value.num", "def") == "100")
+  "getStringOption()" should {
+    "return Some(value) if the key exists" in {
+      assert(configReader.getStringOption("nested.redacted").contains("67890"))
+    }
+    "return None if the key does not exist" in {
+      assert(configReader.getStringOption("redundant.key").isEmpty)
+    }
+    "return None if the key is Null" in {
+      assert(configReader.getStringOption("nothing").isEmpty)
     }
   }
 
@@ -67,24 +125,24 @@ class ConfigReaderSuite extends AnyWordSpec {
     "return the same config if there are no keys to redact" in {
       val redactedConfig = configReader.getFlatConfig(Set())
 
-      assert(redactedConfig("top") == "default")
-      assert(redactedConfig("quoted") == "text")
-      assert(redactedConfig("nested.value.num").toString == "100")
-      assert(redactedConfig("nested.string") == "str")
-      assert(redactedConfig("redacted") == "12345")
-      assert(redactedConfig("nested.redacted") == "67890")
-      assert(!redactedConfig.contains("redundant.key"))
+      redactedConfig("top") shouldBe "default"
+      redactedConfig("quoted") shouldBe "text"
+      redactedConfig("nested.value.num").toString shouldBe "100"
+      redactedConfig("nested.string") shouldBe "str"
+      redactedConfig("redacted") shouldBe "12345"
+      redactedConfig("nested.redacted") shouldBe "67890"
+      !redactedConfig.contains("redundant.key")
     }
 
     "redact an input config when given a set of keys to redact" in {
       val redactedConfig = configReader.getFlatConfig(keysToRedact)
 
-      assert(redactedConfig("top") == "default")
-      assert(redactedConfig("quoted") == "text")
-      assert(redactedConfig("nested.value.num").toString == "100")
-      assert(redactedConfig("nested.string") == "str")
-      assert(redactedConfig("redacted") == ConfigReader.redactedReplacement)
-      assert(redactedConfig("nested.redacted") == ConfigReader.redactedReplacement)
+      redactedConfig("top") shouldBe "default"
+      redactedConfig("quoted") shouldBe "text"
+      redactedConfig("nested.value.num").toString shouldBe "100"
+      redactedConfig("nested.string") shouldBe "str"
+      redactedConfig("redacted") shouldBe ConfigReader.redactedReplacement
+      redactedConfig("nested.redacted") shouldBe ConfigReader.redactedReplacement
       assert(!redactedConfig.contains("redundant.key"))
     }
   }
@@ -93,19 +151,19 @@ class ConfigReaderSuite extends AnyWordSpec {
     "return the same config if there are no keys to redact" in {
       val redactedConfig = configReader.getRedactedConfig(Set())
 
-      assertResult(config)(redactedConfig)
+      assertResult(config)(redactedConfig.config)
     }
 
     "redact an input config when given a set of keys to redact" in {
       val redactedConfig = configReader.getRedactedConfig(keysToRedact)
 
-      assert(redactedConfig.getString("top") == "default")
-      assert(redactedConfig.getString("quoted") == "text")
-      assert(redactedConfig.getInt("nested.value.num") == 100)
-      assert(redactedConfig.getString("nested.string") == "str")
-      assert(redactedConfig.getString("redacted") == ConfigReader.redactedReplacement)
-      assert(redactedConfig.getString("nested.redacted") == ConfigReader.redactedReplacement)
-      assert(!redactedConfig.hasPath("redundant.key"))
+      redactedConfig.getString("top") shouldBe "default"
+      redactedConfig.getString("quoted") shouldBe "text"
+      redactedConfig.getInt("nested.value.num") shouldBe 100
+      redactedConfig.getString("nested.string") shouldBe "str"
+      redactedConfig.getString("redacted") shouldBe ConfigReader.redactedReplacement
+      redactedConfig.getString("nested.redacted") shouldBe ConfigReader.redactedReplacement
+      !redactedConfig.hasPath("redundant.key")
     }
   }