airbytehq · benmoriceau · Feb 9, 2023 · Feb 9, 2023
diff --git a/...ommons-temporal/src/main/java/io/airbyte/commons/temporal/sync/OrchestratorConstants.java b/...ommons-temporal/src/main/java/io/airbyte/commons/temporal/sync/OrchestratorConstants.java
@@ -73,6 +73,8 @@ public class OrchestratorConstants {
           EnvVariableFeatureFlags.AUTO_DETECT_SCHEMA,
           EnvVariableFeatureFlags.APPLY_FIELD_SELECTION,
           EnvVariableFeatureFlags.FIELD_SELECTION_WORKSPACES,
+          EnvVariableFeatureFlags.STRICT_COMPARISON_NORMALIZATION_WORKSPACES,
+          EnvVariableFeatureFlags.STRICT_COMPARISON_NORMALIZATION_TAG,
           FEATURE_FLAG_CLIENT,
           FEATURE_FLAG_PATH,
           EnvConfigs.LAUNCHDARKLY_KEY,

diff --git a/...e-commons-worker/src/main/java/io/airbyte/workers/process/AirbyteIntegrationLauncher.java b/...e-commons-worker/src/main/java/io/airbyte/workers/process/AirbyteIntegrationLauncher.java
@@ -223,6 +223,8 @@ public Process write(final Path jobRoot,
 
   private Map<String, String> getWorkerMetadata() {
     final Configs configs = new EnvConfigs();
+    // We've managed to exceed the maximum number of parameters for Map.of(), so use a builder + convert
+    // back to hashmap
     return Maps.newHashMap(
         ImmutableMap.<String, String>builder()
             .put(WorkerEnvConstants.WORKER_CONNECTOR_IMAGE, imageName)
@@ -232,6 +234,8 @@ private Map<String, String> getWorkerMetadata() {
             .put(EnvVariableFeatureFlags.AUTO_DETECT_SCHEMA, String.valueOf(featureFlags.autoDetectSchema()))
             .put(EnvVariableFeatureFlags.APPLY_FIELD_SELECTION, String.valueOf(featureFlags.applyFieldSelection()))
             .put(EnvVariableFeatureFlags.FIELD_SELECTION_WORKSPACES, featureFlags.fieldSelectionWorkspaces())
+            .put(EnvVariableFeatureFlags.STRICT_COMPARISON_NORMALIZATION_WORKSPACES, featureFlags.strictComparisonNormalizationWorkspaces())
+            .put(EnvVariableFeatureFlags.STRICT_COMPARISON_NORMALIZATION_TAG, featureFlags.strictComparisonNormalizationTag())
             .put(EnvConfigs.SOCAT_KUBE_CPU_LIMIT, configs.getSocatSidecarKubeCpuLimit())
             .put(EnvConfigs.SOCAT_KUBE_CPU_REQUEST, configs.getSocatSidecarKubeCpuRequest())
             .put(EnvConfigs.LAUNCHDARKLY_KEY, configs.getLaunchDarklyKey())

diff --git a/...mmons-worker/src/test/java/io/airbyte/workers/process/AirbyteIntegrationLauncherTest.java b/...mmons-worker/src/test/java/io/airbyte/workers/process/AirbyteIntegrationLauncherTest.java
@@ -66,6 +66,8 @@ class AirbyteIntegrationLauncherTest {
               .put(EnvVariableFeatureFlags.AUTO_DETECT_SCHEMA, String.valueOf(FEATURE_FLAGS.autoDetectSchema()))
               .put(EnvVariableFeatureFlags.APPLY_FIELD_SELECTION, String.valueOf(FEATURE_FLAGS.applyFieldSelection()))
               .put(EnvVariableFeatureFlags.FIELD_SELECTION_WORKSPACES, FEATURE_FLAGS.fieldSelectionWorkspaces())
+              .put(EnvVariableFeatureFlags.STRICT_COMPARISON_NORMALIZATION_WORKSPACES, FEATURE_FLAGS.strictComparisonNormalizationWorkspaces())
+              .put(EnvVariableFeatureFlags.STRICT_COMPARISON_NORMALIZATION_TAG, FEATURE_FLAGS.strictComparisonNormalizationTag())
               .put(EnvConfigs.SOCAT_KUBE_CPU_LIMIT, CONFIGS.getSocatSidecarKubeCpuLimit())
               .put(EnvConfigs.SOCAT_KUBE_CPU_REQUEST, CONFIGS.getSocatSidecarKubeCpuRequest())
               .put(EnvConfigs.LAUNCHDARKLY_KEY, CONFIGS.getLaunchDarklyKey())

diff --git a/airbyte-commons/src/main/java/io/airbyte/commons/features/EnvVariableFeatureFlags.java b/airbyte-commons/src/main/java/io/airbyte/commons/features/EnvVariableFeatureFlags.java
@@ -22,6 +22,9 @@ public class EnvVariableFeatureFlags implements FeatureFlags {
 
   public static final String FIELD_SELECTION_WORKSPACES = "FIELD_SELECTION_WORKSPACES";
 
+  public static final String STRICT_COMPARISON_NORMALIZATION_WORKSPACES = "STRICT_COMPARISON_NORMALIZATION_WORKSPACES";
+  public static final String STRICT_COMPARISON_NORMALIZATION_TAG = "STRICT_COMPARISON_NORMALIZATION_TAG";
+
   @Override
   public boolean autoDisablesFailingConnections() {
     log.info("Auto Disable Failing Connections: " + Boolean.parseBoolean(System.getenv("AUTO_DISABLE_FAILING_CONNECTIONS")));
@@ -64,6 +67,16 @@ public String fieldSelectionWorkspaces() {
     return getEnvOrDefault(FIELD_SELECTION_WORKSPACES, "", (arg) -> arg);
   }
 
+  @Override
+  public String strictComparisonNormalizationWorkspaces() {
+    return getEnvOrDefault(STRICT_COMPARISON_NORMALIZATION_WORKSPACES, "", (arg) -> arg);
+  }
+
+  @Override
+  public String strictComparisonNormalizationTag() {
+    return getEnvOrDefault(STRICT_COMPARISON_NORMALIZATION_TAG, "strict_comparison", (arg) -> arg);
+  }
+
   // TODO: refactor in order to use the same method than the ones in EnvConfigs.java
   public <T> T getEnvOrDefault(final String key, final T defaultValue, final Function<String, T> parser) {
     final String value = System.getenv(key);

diff --git a/airbyte-commons/src/main/java/io/airbyte/commons/features/FeatureFlagHelper.java b/airbyte-commons/src/main/java/io/airbyte/commons/features/FeatureFlagHelper.java
@@ -4,31 +4,43 @@
 
 package io.airbyte.commons.features;
 
+import com.google.common.annotations.VisibleForTesting;
 import java.util.HashSet;
 import java.util.Set;
 import java.util.UUID;
+import java.util.function.Function;
 import lombok.extern.slf4j.Slf4j;
 
 @Slf4j
 public class FeatureFlagHelper {
 
   public static boolean isFieldSelectionEnabledForWorkspace(final FeatureFlags featureFlags, final UUID workspaceId) {
-    final String workspaceIdsString = featureFlags.fieldSelectionWorkspaces();
+    return isWorkspaceIncludedInFlag(featureFlags, FeatureFlags::fieldSelectionWorkspaces, workspaceId, "field selection")
+        || featureFlags.applyFieldSelection();
+  }
+
+  public static boolean isStrictComparisonNormalizationEnabledForWorkspace(final FeatureFlags featureFlags, final UUID workspaceId) {
+    return isWorkspaceIncludedInFlag(featureFlags, FeatureFlags::strictComparisonNormalizationWorkspaces, workspaceId,
+        "strict comparison in normalization");
+  }
+
+  @VisibleForTesting
+  static boolean isWorkspaceIncludedInFlag(final FeatureFlags featureFlags,
+                                           final Function<FeatureFlags, String> flagRetriever,
+                                           final UUID workspaceId,
+                                           final String context) {
+    final String workspaceIdsString = flagRetriever.apply(featureFlags);
     final Set<UUID> workspaceIds = new HashSet<>();
     if (workspaceIdsString != null && !workspaceIdsString.isEmpty()) {
       for (final String id : workspaceIdsString.split(",")) {
         try {
           workspaceIds.add(UUID.fromString(id));
         } catch (final IllegalArgumentException e) {
-          log.warn("Malformed workspace id for field selection: {}", id);
+          log.warn("Malformed workspace id for {}: {}", context, id);
         }
       }
     }
-    if (workspaceId != null && workspaceIds.contains(workspaceId)) {
-      return true;
-    }
-
-    return featureFlags.applyFieldSelection();
+    return workspaceId != null && workspaceIds.contains(workspaceId);
   }
 
 }
diff --git a/airbyte-commons/src/main/java/io/airbyte/commons/features/FeatureFlags.java b/airbyte-commons/src/main/java/io/airbyte/commons/features/FeatureFlags.java
@@ -37,4 +37,18 @@ public interface FeatureFlags {
    */
   String fieldSelectionWorkspaces();
 
+  /**
+   * Get the workspaces allow-listed for strict incremental comparison in normalization. This takes
+   * precedence over the normalization version in destination_definitions.yaml.
+   *
+   * @return a comma-separated list of workspace ids where strict incremental comparison should be
+   *         enabled in normalization.
+   */
+  String strictComparisonNormalizationWorkspaces();
+
+  /**
+   * @return The Docker image tag representing the normalization version with strict-comparison
+   */
+  String strictComparisonNormalizationTag();
+
 }
diff --git a/airbyte-commons/src/test/java/io/airbyte/commons/features/FeatureFlagHelperTest.java b/airbyte-commons/src/test/java/io/airbyte/commons/features/FeatureFlagHelperTest.java
@@ -26,40 +26,47 @@ void beforeEach() {
   void isFieldSelectionEnabledForWorkspaceWithEmptyString() {
     when(featureFlags.fieldSelectionWorkspaces()).thenReturn("");
 
-    assertFalse(FeatureFlagHelper.isFieldSelectionEnabledForWorkspace(featureFlags, UUID.randomUUID()));
+    assertFalse(FeatureFlagHelper.isWorkspaceIncludedInFlag(featureFlags, FeatureFlags::fieldSelectionWorkspaces, UUID.randomUUID(), null));
+  }
+
+  @Test
+  void isFieldSelectionEnabledForNullWorkspaceWithEmptyString() {
+    when(featureFlags.fieldSelectionWorkspaces()).thenReturn("");
+
+    assertFalse(FeatureFlagHelper.isWorkspaceIncludedInFlag(featureFlags, FeatureFlags::fieldSelectionWorkspaces, null, null));
   }
 
   @Test
   void isFieldSelectionEnabledForWorkspaceWithSpaceString() {
     when(featureFlags.fieldSelectionWorkspaces()).thenReturn(" ");
 
-    assertFalse(FeatureFlagHelper.isFieldSelectionEnabledForWorkspace(featureFlags, UUID.randomUUID()));
+    assertFalse(FeatureFlagHelper.isWorkspaceIncludedInFlag(featureFlags, FeatureFlags::fieldSelectionWorkspaces, UUID.randomUUID(), null));
   }
 
   @Test
   void isFieldSelectionEnabledForWorkspaceWithNullString() {
     when(featureFlags.fieldSelectionWorkspaces()).thenReturn(null);
 
-    assertFalse(FeatureFlagHelper.isFieldSelectionEnabledForWorkspace(featureFlags, UUID.randomUUID()));
+    assertFalse(FeatureFlagHelper.isWorkspaceIncludedInFlag(featureFlags, FeatureFlags::fieldSelectionWorkspaces, UUID.randomUUID(), null));
   }
 
   @Test
   void isFieldSelectionEnabledForWorkspaceWithSomeIdsAndAMatch() {
     final UUID workspaceId = UUID.randomUUID();
     final UUID randomId = UUID.randomUUID();
-    when(featureFlags.fieldSelectionWorkspaces()).thenReturn(randomId.toString() + "," + workspaceId.toString());
+    when(featureFlags.fieldSelectionWorkspaces()).thenReturn(randomId + "," + workspaceId);
 
-    assertTrue(FeatureFlagHelper.isFieldSelectionEnabledForWorkspace(featureFlags, workspaceId));
+    assertTrue(FeatureFlagHelper.isWorkspaceIncludedInFlag(featureFlags, FeatureFlags::fieldSelectionWorkspaces, workspaceId, null));
   }
 
   @Test
   void isFieldSelectionEnabledForWorkspaceWithSomeIdsAndNoMatch() {
     final UUID workspaceId = UUID.randomUUID();
     final UUID randomId1 = UUID.randomUUID();
     final UUID randomId2 = UUID.randomUUID();
-    when(featureFlags.fieldSelectionWorkspaces()).thenReturn(randomId1.toString() + "," + randomId2.toString());
+    when(featureFlags.fieldSelectionWorkspaces()).thenReturn(randomId1 + "," + randomId2);
 
-    assertFalse(FeatureFlagHelper.isFieldSelectionEnabledForWorkspace(featureFlags, workspaceId));
+    assertFalse(FeatureFlagHelper.isWorkspaceIncludedInFlag(featureFlags, FeatureFlags::fieldSelectionWorkspaces, workspaceId, null));
   }
 
 }
diff --git a/airbyte-config/config-models/src/main/java/io/airbyte/config/Configs.java b/airbyte-config/config-models/src/main/java/io/airbyte/config/Configs.java
@@ -758,6 +758,10 @@ public interface Configs {
 
   String getFieldSelectionWorkspaces();
 
+  String getStrictComparisonNormalizationWorkspaces();
+
+  String getStrictComparisonNormalizationTag();
+
   enum TrackingStrategy {
     SEGMENT,
     LOGGING

diff --git a/airbyte-config/config-models/src/main/java/io/airbyte/config/EnvConfigs.java b/airbyte-config/config-models/src/main/java/io/airbyte/config/EnvConfigs.java
@@ -224,6 +224,9 @@ public class EnvConfigs implements Configs {
   private static final String APPLY_FIELD_SELECTION = "APPLY_FIELD_SELECTION";
   private static final String FIELD_SELECTION_WORKSPACES = "FIELD_SELECTION_WORKSPACES";
 
+  private static final String STRICT_COMPARISON_NORMALIZATION_WORKSPACES = "STRICT_COMPARISON_NORMALIZATION_WORKSPACES";
+  private static final String STRICT_COMPARISON_NORMALIZATION_TAG = "STRICT_COMPARISON_NORMALIZATION_TAG";
+
   public static final Map<String, Function<EnvConfigs, String>> JOB_SHARED_ENVS = Map.of(
       AIRBYTE_VERSION, (instance) -> instance.getAirbyteVersion().serialize(),
       AIRBYTE_ROLE, EnvConfigs::getAirbyteRole,
@@ -1152,6 +1155,16 @@ public String getFieldSelectionWorkspaces() {
     return getEnvOrDefault(FIELD_SELECTION_WORKSPACES, "");
   }
 
+  @Override
+  public String getStrictComparisonNormalizationWorkspaces() {
+    return getEnvOrDefault(STRICT_COMPARISON_NORMALIZATION_WORKSPACES, "");
+  }
+
+  @Override
+  public String getStrictComparisonNormalizationTag() {
+    return getEnvOrDefault(STRICT_COMPARISON_NORMALIZATION_TAG, "strict_comparison");
+  }
+
   @Override
   public int getActivityNumberOfAttempt() {
     return Integer.parseInt(getEnvOrDefault(ACTIVITY_MAX_ATTEMPT, "5"));

diff --git a/airbyte-config/config-models/src/main/resources/types/NormalizationInput.yaml b/airbyte-config/config-models/src/main/resources/types/NormalizationInput.yaml
@@ -21,3 +21,7 @@ properties:
     type: object
     description: optional resource requirements to run sync workers
     existingJavaType: io.airbyte.config.ResourceRequirements
+  workspaceId:
+    description: The id of the workspace associated with this sync
+    type: string
+    format: uuid
diff --git a/...rkers/src/main/java/io/airbyte/workers/config/ContainerOrchestratorConfigBeanFactory.java b/...rkers/src/main/java/io/airbyte/workers/config/ContainerOrchestratorConfigBeanFactory.java
@@ -96,6 +96,9 @@ public ContainerOrchestratorConfig kubernetesContainerOrchestratorConfig(
     environmentVariables.put(EnvVariableFeatureFlags.AUTO_DETECT_SCHEMA, Boolean.toString(featureFlags.autoDetectSchema()));
     environmentVariables.put(EnvVariableFeatureFlags.APPLY_FIELD_SELECTION, Boolean.toString(featureFlags.applyFieldSelection()));
     environmentVariables.put(EnvVariableFeatureFlags.FIELD_SELECTION_WORKSPACES, featureFlags.fieldSelectionWorkspaces());
+    environmentVariables.put(EnvVariableFeatureFlags.STRICT_COMPARISON_NORMALIZATION_WORKSPACES,
+        featureFlags.strictComparisonNormalizationWorkspaces());
+    environmentVariables.put(EnvVariableFeatureFlags.STRICT_COMPARISON_NORMALIZATION_TAG, featureFlags.strictComparisonNormalizationTag());
     environmentVariables.put(JAVA_OPTS_ENV_VAR, containerOrchestratorJavaOpts);
     environmentVariables.put(CONTROL_PLANE_AUTH_ENDPOINT_ENV_VAR, controlPlaneAuthEndpoint);
     environmentVariables.put(DATA_PLANE_SERVICE_ACCOUNT_CREDENTIALS_PATH_ENV_VAR, dataPlaneServiceAccountCredentialsPath);

diff --git a/...yte-workers/src/main/java/io/airbyte/workers/temporal/sync/NormalizationActivityImpl.java b/...yte-workers/src/main/java/io/airbyte/workers/temporal/sync/NormalizationActivityImpl.java
@@ -13,6 +13,8 @@
 import datadog.trace.api.Trace;
 import io.airbyte.api.client.AirbyteApiClient;
 import io.airbyte.api.client.model.generated.JobIdRequestBody;
+import io.airbyte.commons.features.FeatureFlagHelper;
+import io.airbyte.commons.features.FeatureFlags;
 import io.airbyte.commons.functional.CheckedSupplier;
 import io.airbyte.commons.json.Jsons;
 import io.airbyte.commons.protocol.migrations.v1.CatalogMigrationV1Helper;
@@ -50,8 +52,10 @@
 import java.util.Optional;
 import java.util.UUID;
 import java.util.function.Supplier;
+import lombok.extern.slf4j.Slf4j;
 
 @Singleton
+@Slf4j
 public class NormalizationActivityImpl implements NormalizationActivity {
 
   private final Optional<ContainerOrchestratorConfig> containerOrchestratorConfig;
@@ -62,13 +66,17 @@ public class NormalizationActivityImpl implements NormalizationActivity {
   private final WorkerEnvironment workerEnvironment;
   private final LogConfigs logConfigs;
   private final String airbyteVersion;
+  private final FeatureFlags featureFlags;
   private final Integer serverPort;
   private final AirbyteConfigValidator airbyteConfigValidator;
   private final TemporalUtils temporalUtils;
   private final ResourceRequirements normalizationResourceRequirements;
   private final AirbyteApiClient airbyteApiClient;
 
-  private final static Version MINIMAL_VERSION_FOR_DATATYPES_V1 = new Version("0.3.0");
+  // This constant is not currently in use. We'll need to bump it when we try releasing v1 again.
+  private static final Version MINIMAL_VERSION_FOR_DATATYPES_V1 = new Version("0.3.0");
+  private static final String V1_NORMALIZATION_MINOR_VERSION = "3";
+  private static final String NON_STRICT_COMPARISON_IMAGE_TAG = "0.2.25";
 
   public NormalizationActivityImpl(@Named("containerOrchestratorConfig") final Optional<ContainerOrchestratorConfig> containerOrchestratorConfig,
                                    @Named("defaultWorkerConfigs") final WorkerConfigs workerConfigs,
@@ -78,6 +86,7 @@ public NormalizationActivityImpl(@Named("containerOrchestratorConfig") final Opt
                                    final WorkerEnvironment workerEnvironment,
                                    final LogConfigs logConfigs,
                                    @Value("${airbyte.version}") final String airbyteVersion,
+                                   final FeatureFlags featureFlags,
                                    @Value("${micronaut.server.port}") final Integer serverPort,
                                    final AirbyteConfigValidator airbyteConfigValidator,
                                    final TemporalUtils temporalUtils,
@@ -91,6 +100,7 @@ public NormalizationActivityImpl(@Named("containerOrchestratorConfig") final Opt
     this.workerEnvironment = workerEnvironment;
     this.logConfigs = logConfigs;
     this.airbyteVersion = airbyteVersion;
+    this.featureFlags = featureFlags;
     this.serverPort = serverPort;
     this.airbyteConfigValidator = airbyteConfigValidator;
     this.temporalUtils = temporalUtils;
@@ -111,11 +121,17 @@ public NormalizationSummary normalize(final JobRunConfig jobRunConfig,
       final var fullDestinationConfig = secretsHydrator.hydrate(input.getDestinationConfiguration());
       final var fullInput = Jsons.clone(input).withDestinationConfiguration(fullDestinationConfig);
 
+      if (FeatureFlagHelper.isStrictComparisonNormalizationEnabledForWorkspace(featureFlags, input.getWorkspaceId())) {
+        log.info("Using strict comparison normalization");
+        replaceNormalizationImageTag(destinationLauncherConfig, featureFlags.strictComparisonNormalizationTag());
+      }
+
       // Check the version of normalization
       // We require at least version 0.3.0 to support data types v1. Using an older version would lead to
       // all columns being typed as JSONB. If normalization is using an older version, fallback to using
       // v0 data types.
       if (!normalizationSupportsV1DataTypes(destinationLauncherConfig)) {
+        log.info("Using protocol v0");
         CatalogMigrationV1Helper.downgradeSchemaIfNeeded(fullInput.getCatalog());
       } else {
 
@@ -124,6 +140,7 @@ public NormalizationSummary normalize(final JobRunConfig jobRunConfig,
         // phase v0 out.
         // Performance impact should be low considering the nature of the check compared to the time to run
         // normalization.
+        log.info("Using protocol v1");
         CatalogMigrationV1Helper.upgradeSchemaIfNeeded(fullInput.getCatalog());
       }
 
@@ -134,6 +151,7 @@ public NormalizationSummary normalize(final JobRunConfig jobRunConfig,
 
       final CheckedSupplier<Worker<NormalizationInput, NormalizationSummary>, Exception> workerFactory;
 
+      log.info("Using normalization: " + destinationLauncherConfig.getNormalizationDockerImage());
       if (containerOrchestratorConfig.isPresent()) {
         workerFactory = getContainerLauncherWorkerFactory(workerConfigs, destinationLauncherConfig, jobRunConfig,
             () -> context);
@@ -162,22 +180,33 @@ public NormalizationInput generateNormalizationInput(final StandardSyncInput syn
     return new NormalizationInput()
         .withDestinationConfiguration(syncInput.getDestinationConfiguration())
         .withCatalog(syncOutput.getOutputCatalog())
-        .withResourceRequirements(normalizationResourceRequirements);
+        .withResourceRequirements(normalizationResourceRequirements)
+        .withWorkspaceId(syncInput.getWorkspaceId());
   }
 
   @VisibleForTesting
   static boolean normalizationSupportsV1DataTypes(final IntegrationLauncherConfig destinationLauncherConfig) {
     try {
-      final String[] normalizationImage = destinationLauncherConfig.getNormalizationDockerImage().split(":", 2);
-      final Version normalizationVersion = new Version(normalizationImage[1]);
-      return normalizationVersion.greaterThanOrEqualTo(MINIMAL_VERSION_FOR_DATATYPES_V1);
+      final Version normalizationVersion = new Version(getNormalizationImageTag(destinationLauncherConfig));
+      return V1_NORMALIZATION_MINOR_VERSION.equals(normalizationVersion.getMinorVersion());
     } catch (final IllegalArgumentException e) {
       // IllegalArgument here means that the version isn't in a semver format.
       // The current behavior is to assume it supports v0 data types for dev purposes.
       return false;
     }
   }
 
+  private static String getNormalizationImageTag(final IntegrationLauncherConfig destinationLauncherConfig) {
+    return destinationLauncherConfig.getNormalizationDockerImage().split(":", 2)[1];
+  }
+
+  @VisibleForTesting
+  static void replaceNormalizationImageTag(final IntegrationLauncherConfig destinationLauncherConfig, final String newTag) {
+    final String[] imageComponents = destinationLauncherConfig.getNormalizationDockerImage().split(":", 2);
+    imageComponents[1] = newTag;
+    destinationLauncherConfig.setNormalizationDockerImage(String.join(":", imageComponents));
+  }
+
   private CheckedSupplier<Worker<NormalizationInput, NormalizationSummary>, Exception> getLegacyWorkerFactory(
                                                                                                               final IntegrationLauncherConfig destinationLauncherConfig,
                                                                                                               final JobRunConfig jobRunConfig) {