From 48bd317a3e452122a1eecabb35cfeff5da03d19e Mon Sep 17 00:00:00 2001
From: Philipp Otto <philippotto@users.noreply.github.com>
Date: Tue, 12 Oct 2021 12:43:19 +0200
Subject: [PATCH] 3D Flood fill, more robust volume editing and fix several
 volume bugs (#5728 + #5733)

* remove dead and unnecessary code

* comment out uncalled push function

* add more volume-related tests and fix two bugs

* add console.error if async task queue fails

* fix tests, add comments and add crash-provoking test

* make dynamc overwriting of MAXIMUM_BUCKET_COUNT_PER_LAYER work in spec

* fix test.sh

* reference issue for bug/todo

* update changelog

* fix linting

* fix tests

* fix --timeout param for test.sh

* use snapshot tests in volume tracing tests and clean up test.sh

* Update tools/test.sh

Co-authored-by: Daniel <daniel.werner@scalableminds.com>

* fix race condition in unsetting dirty flag

* WIP: implement first version of flood fill (resampling is still broken)

* fix z index

* refactor flood fill code and fix some bugs

* fix flow

* fix more xyz/uvw bugs

* simplify code which increments dirtyCount

* limit 3d flood fill to certain bounding box, inform user whether the limit was reached, show progress for filling and further fixes for 3d flood fill

* build a test which crashes undo because getData() was called on a gc-ed bucket

* fix crashing undo if bucket was collected in meantime (see #5729) and add progress indicator to undo/redo

* fix incorrectly mocked bucket data, properly await undo/redo and clean up

* use redux channels to avoid missing critical actions, such as undo or volume-related actions, when being busy; also make undo/redo buttons AsyncClickable

* clean up

* fix flow

* fix building docker image in CI

* add more comments to applyAndGetRevertingVolumeBatch

* rename action channels

* rename VoxelNeighborStack3D to VoxelNeighborQueue3D

* run all volume saga integration specs

* clean up tests

* allow to switch between 2D and 3D for fill tool

* fix failing mesh loading for hybrid tracings

* implement smart bbox growing for flood fill and create bbox for flood fill limit if it was reached

* fix volumetracing_saga.spec

* fix abort criterium in flood fill; add warning if bucket was given too small array buffer; fix off-by-one in covered floodfill bbox

* fix test for bucket garbage collection

* mark UI as busy when undo/redo/floodfill are computing

* fix tests by clearing stale push and pull queues properly when reinitializing the model

* update snapshot

* fix flow

* incorporate PR feedback (1/x)

* incorporate more feedback

* don't show progress handling if undo stack is empty and refactor corresponding code

* inform user if floodfill bbox was added and show that message for 10s

* update progress UI in-place, also write source_id into bbox name, don't add to undo stack if floodfill is no-op, fix flow and clean up

* only show undo/redo progress message for volume actions

* minor tweaks

* add a comment for USE_FLOODFILL_VOXEL_THRESHOLD

* intersect floodfill bbox with datasets bounding box and add snapshot test

* decrease snapshot size

* fix style of disabled undo/redo buttons

* improve comments

* make floodfill bbox message closable and deduplicate debug info code

* adapt antd typing according to webknossos/pull/5738

Co-authored-by: Daniel <daniel.werner@scalableminds.com>
---
 .eslintrc.json                                |     2 +-
 CHANGELOG.unreleased.md                       |     3 +-
 flow-typed/npm/antd_vx.x.x.js                 |    24 +-
 .../components/async_clickables.js            |     9 +-
 frontend/javascripts/libs/async_task_queue.js |     1 +
 frontend/javascripts/libs/error_handling.js   |     3 +
 .../javascripts/libs/progress_callback.js     |    35 +-
 frontend/javascripts/libs/window.js           |     3 +
 frontend/javascripts/oxalis/api/api_latest.js |     9 +-
 frontend/javascripts/oxalis/api/api_v2.js     |     1 -
 frontend/javascripts/oxalis/constants.js      |    18 +-
 .../viewmodes/arbitrary_controller.js         |    22 -
 frontend/javascripts/oxalis/default_state.js  |     5 +
 frontend/javascripts/oxalis/model.js          |     3 +
 .../model/accessors/dataset_accessor.js       |     4 +
 .../oxalis/model/actions/save_actions.js      |    27 +-
 .../oxalis/model/actions/ui_actions.js        |    22 +-
 .../model/actions/volumetracing_actions.js    |    27 +-
 .../model/bucket_data_handling/bucket.js      |   104 +-
 .../model/bucket_data_handling/data_cube.js   |   236 +-
 .../data_rendering_logic.js                   |     8 +-
 .../model/bucket_data_handling/pullqueue.js   |     2 +-
 .../model/bucket_data_handling/pushqueue.js   |    25 +-
 .../bucket_data_handling/wkstore_adapter.js   |     1 +
 .../javascripts/oxalis/model/data_layer.js    |     5 +
 .../oxalis/model/reducers/ui_reducer.js       |     4 +
 .../model/sagas/automatic_brush_saga.js       |     4 +-
 .../oxalis/model/sagas/effect-generators.js   |     2 +
 .../model/sagas/effect-generators.js.flow     |     9 +-
 .../oxalis/model/sagas/root_saga.js           |    15 +-
 .../oxalis/model/sagas/save_saga.js           |   263 +-
 .../oxalis/model/sagas/volumetracing_saga.js  |   215 +-
 .../volume_annotation_sampling.js             |     2 +-
 .../oxalis/model/volumetracing/volumelayer.js |    45 +-
 .../oxalis/model_initialization.js            |     4 +-
 frontend/javascripts/oxalis/store.js          |     8 +
 .../oxalis/view/action-bar/toolbar_view.js    |    68 +-
 .../view/action-bar/tracing_actions_view.js   |    38 +-
 .../javascripts/oxalis/view/input_catcher.js  |     8 +-
 .../view/layouting/flex_layout_wrapper.js     |    29 +-
 .../right-border-tabs/meshes_view_helper.js   |     4 +-
 .../test/api/api_skeleton_latest.spec.js      |     2 +-
 frontend/javascripts/test/api/api_v2.spec.js  |     2 +-
 .../test/fixtures/dataset_server_object.js    |     4 +-
 .../fixtures/volumetracing_server_objects.js  |    10 +-
 .../javascripts/test/helpers/apiHelpers.js    |    27 +-
 .../test/model/binary/cube.spec.js            |    21 +-
 .../binary/layers/wkstore_adapter.spec.js     |     6 +-
 .../binary/temporal_bucket_manager.spec.js    |     8 +-
 frontend/javascripts/test/model/model.spec.js |     1 +
 .../test/model/texture_bucket_manager.spec.js |     2 +-
 .../reducers/volumetracing_reducer.spec.js    |    10 +-
 .../test/sagas/saga_integration.mock.js       |     8 +
 .../test/sagas/volumetracing_saga.spec.js     |    17 +-
 .../volumetracing_saga_integration.spec.js    |   562 +-
 .../volumetracing_saga_integration.spec.js.md | 16429 ++++++++++++++++
 ...olumetracing_saga_integration.spec.js.snap |   Bin 0 -> 1488 bytes
 .../types/schemas/user_settings.schema.js     |     6 +-
 .../stylesheets/trace_view/_tracing_view.less |     7 +
 package.json                                  |     5 +-
 tools/test.sh                                 |     7 +-
 61 files changed, 18052 insertions(+), 399 deletions(-)
 create mode 100644 frontend/javascripts/test/snapshots/public/test-bundle/test/sagas/volumetracing_saga_integration.spec.js.md
 create mode 100644 frontend/javascripts/test/snapshots/public/test-bundle/test/sagas/volumetracing_saga_integration.spec.js.snap

diff --git a/.eslintrc.json b/.eslintrc.json
index d329468569a..9515cd499d4 100644
--- a/.eslintrc.json
+++ b/.eslintrc.json
@@ -72,7 +72,7 @@
     "no-use-before-define": ["error", { "functions": false, "classes": false }],
     "one-var": ["error", "never"],
     "operator-assignment": "warn",
-    "prefer-destructuring": "warn",
+    "prefer-destructuring": "off",
     "quote-props": ["error", "as-needed", { "numbers": true }],
     "quotes": ["error", "double", { "avoidEscape": true }],
     "radix": "off",
diff --git a/CHANGELOG.unreleased.md b/CHANGELOG.unreleased.md
index 47d40264741..6edd238196b 100644
--- a/CHANGELOG.unreleased.md
+++ b/CHANGELOG.unreleased.md
@@ -11,12 +11,13 @@ For upgrade instructions, please check the [migration guide](MIGRATIONS.released
 [Commits](https://github.com/scalableminds/webknossos/compare/21.09.0...HEAD)
 
 ### Added
--
+- Enhanced the volume fill tool to so that it operates beyond the dimensions of the current viewport. Additionally, the fill tool can also be changed to perform in 3D instead of 2D. [#5733](https://github.com/scalableminds/webknossos/pull/5733)
 
 ### Changed
 -
 
 ### Fixed
+- Fixed two volume tracing related bugs which could occur when using undo with a slow internet connection or when volume-annotating more than 5000 buckets (32**3 vx) in one session. [#5728](https://github.com/scalableminds/webknossos/pull/5728)
 - Jobs status is no longer polled if jobs are not enabled, avoiding backend logging spam [#5761](https://github.com/scalableminds/webknossos/pull/5761)
 - Fixed a bug that windows user could not open the context menu as it instantly closed after opening. [#5756](https://github.com/scalableminds/webknossos/pull/5756).
 - Fixed a bug where the health check of public datasets failed if no cookie/token was supplied. [#5768](https://github.com/scalableminds/webknossos/pull/5768).
diff --git a/flow-typed/npm/antd_vx.x.x.js b/flow-typed/npm/antd_vx.x.x.js
index 68e67bb3fd3..c2724869a06 100644
--- a/flow-typed/npm/antd_vx.x.x.js
+++ b/flow-typed/npm/antd_vx.x.x.js
@@ -1,3 +1,13 @@
+// @flow
+
+type MessageConfig = {
+  content?: string | React$Node,
+  key?: string,
+  duration?: number,
+  onClose?: Function,
+};
+type MessageContent = string | React$Node | MessageConfig;
+
 declare module "antd" {
   declare export class Alert<P> extends React$Component<P> {}
   declare export class AutoComplete<P> extends React$Component<P> {
@@ -72,13 +82,15 @@ declare module "antd" {
     static ItemGroup: typeof MenuItemGroup;
     static SubMenu: typeof MenuSubMenu;
   }
+
   declare export var message: {
-    success(content: string | React$Node, duration?: number, onClose?: Function): Function,
-    error(content: string | React$Node, duration?: number, onClose?: Function): Function,
-    info(content: string | React$Node, duration?: number, onClose?: Function): Function,
-    warning(content: string | React$Node, duration?: number, onClose?: Function): Function,
-    warn(content: string | React$Node, duration?: number, onClose?: Function): Function,
-    loading(content: string | React$Node, duration?: number, onClose?: Function): Function,
+    success(content: MessageContent, duration?: number, onClose?: Function): Function,
+    error(content: MessageContent, duration?: number, onClose?: Function): Function,
+    info(content: MessageContent, duration?: number, onClose?: Function): Function,
+    warning(content: MessageContent, duration?: number, onClose?: Function): Function,
+    warn(content: MessageContent, duration?: number, onClose?: Function): Function,
+    loading(content: MessageContent, duration?: number, onClose?: Function): Function,
+    destroy(key: string): Function,
   };
   declare export class Modal<P> extends React$Component<P> {
     static confirm: Function;
diff --git a/frontend/javascripts/components/async_clickables.js b/frontend/javascripts/components/async_clickables.js
index 32313d62bbb..c54105f20cc 100644
--- a/frontend/javascripts/components/async_clickables.js
+++ b/frontend/javascripts/components/async_clickables.js
@@ -6,6 +6,8 @@ const { useState, useEffect, useRef } = React;
 
 type Props = {
   onClick: (SyntheticInputEvent<>) => Promise<any>,
+  hideContentWhenLoading?: boolean,
+  children?: React.Node,
 };
 
 function useLoadingClickHandler(originalOnClick: (SyntheticInputEvent<>) => Promise<any>) {
@@ -38,7 +40,10 @@ function useLoadingClickHandler(originalOnClick: (SyntheticInputEvent<>) => Prom
 
 export function AsyncButton(props: Props) {
   const [isLoading, onClick] = useLoadingClickHandler(props.onClick);
-  return <Button {...props} loading={isLoading} onClick={onClick} />;
+  const { children, hideContentWhenLoading, ...rest } = props;
+  const effectiveChildren = hideContentWhenLoading && isLoading ? null : children;
+  // eslint-disable-next-line react/no-children-prop
+  return <Button {...rest} children={effectiveChildren} loading={isLoading} onClick={onClick} />;
 }
 
 export function AsyncIconButton(props: Props & { icon: React.Element<*> }) {
@@ -49,7 +54,7 @@ export function AsyncIconButton(props: Props & { icon: React.Element<*> }) {
   });
 }
 
-export function AsyncLink(props: Props & { children: React.Node, icon: React.Node }) {
+export function AsyncLink(props: Props & { icon: React.Node }) {
   const [isLoading, onClick] = useLoadingClickHandler(props.onClick);
   const icon = isLoading ? <LoadingOutlined key="loading-icon" /> : props.icon;
   const content = [icon, props.children];
diff --git a/frontend/javascripts/libs/async_task_queue.js b/frontend/javascripts/libs/async_task_queue.js
index 0243373c72c..421cbdb5c43 100644
--- a/frontend/javascripts/libs/async_task_queue.js
+++ b/frontend/javascripts/libs/async_task_queue.js
@@ -114,6 +114,7 @@ class AsyncTaskQueue {
         this.retryCount++;
         this.tasks.unshift(currentTask);
         if (this.retryCount > this.failureEventThreshold) {
+          console.error("AsyncTaskQueue failed with error", error);
           this.trigger("failure", this.retryCount);
         }
         if (this.retryCount >= this.maxRetry) {
diff --git a/frontend/javascripts/libs/error_handling.js b/frontend/javascripts/libs/error_handling.js
index 0e79a034926..df0474ef4ca 100644
--- a/frontend/javascripts/libs/error_handling.js
+++ b/frontend/javascripts/libs/error_handling.js
@@ -159,6 +159,9 @@ class ErrorHandling {
   }
 
   notify(maybeError: Object | Error, optParams: Object = {}) {
+    if (process.env.BABEL_ENV === "test") {
+      return;
+    }
     const actionLog = getActionLog();
     const error = maybeError instanceof Error ? maybeError : new Error(JSON.stringify(maybeError));
 
diff --git a/frontend/javascripts/libs/progress_callback.js b/frontend/javascripts/libs/progress_callback.js
index 4d2d495d9a0..9e4ce49d7aa 100644
--- a/frontend/javascripts/libs/progress_callback.js
+++ b/frontend/javascripts/libs/progress_callback.js
@@ -6,9 +6,15 @@ import { sleep } from "libs/utils";
 type HideFn = () => void;
 export type ProgressCallback = (
   isDone: boolean,
-  progressState: string,
+  progressState: string | React$Node,
 ) => Promise<{ hideFn: HideFn }>;
 
+type Options = {
+  pauseDelay: number,
+  successMessageDelay: number,
+  key?: string,
+};
+
 // This function returns another function which can be called within a longer running
 // process to update the UI with progress information. Example usage:
 // const progressCallback = createProgressCallback({ pauseDelay: 100, successMessageDelay: 5000 });
@@ -20,13 +26,13 @@ export type ProgressCallback = (
 //
 // The `progressCallback` should be awaited so that the UI can catch up
 // with rendering the actual feedback.
-export default function createProgressCallback(options: {
-  pauseDelay: number,
-  successMessageDelay: number,
-}): ProgressCallback {
-  const { pauseDelay, successMessageDelay } = options;
+export default function createProgressCallback(options: Options): ProgressCallback {
   let hideFn = null;
-  return async (isDone: boolean, status: string): Promise<{ hideFn: HideFn }> => {
+  return async (
+    isDone: boolean,
+    status: string | React$Node,
+    overridingOptions: $Shape<Options> = {},
+  ): Promise<{ hideFn: HideFn }> => {
     if (hideFn != null) {
       // Clear old progress message
       hideFn();
@@ -34,15 +40,24 @@ export default function createProgressCallback(options: {
     }
     if (!isDone) {
       // Show new progress message
-      hideFn = message.loading(status, 0);
+      hideFn = message.loading({
+        content: status,
+        duration: 0,
+        key: overridingOptions.key || options.key,
+      });
       // Allow the browser to catch up with rendering the progress
       // indicator.
+      const pauseDelay = overridingOptions.pauseDelay || options.pauseDelay;
       await sleep(pauseDelay);
     } else {
       // Show success message and clear that after
       // ${successDelay} ms
-      const successDelay = successMessageDelay;
-      hideFn = message.success(status, 0);
+      const successDelay = overridingOptions.successMessageDelay || options.successMessageDelay;
+      hideFn = message.success({
+        content: status,
+        duration: 0,
+        key: overridingOptions.key || options.key,
+      });
       setTimeout(() => {
         if (hideFn == null) {
           return;
diff --git a/frontend/javascripts/libs/window.js b/frontend/javascripts/libs/window.js
index 7c280d876ab..fa92f1bca28 100644
--- a/frontend/javascripts/libs/window.js
+++ b/frontend/javascripts/libs/window.js
@@ -34,6 +34,9 @@ const _window =
         location: dummyLocation,
         requestAnimationFrame: resolve => resolve(),
         document,
+        navigator: {
+          onLine: true,
+        },
       }
     : window;
 
diff --git a/frontend/javascripts/oxalis/api/api_latest.js b/frontend/javascripts/oxalis/api/api_latest.js
index e87d9042056..7aa6f9cd372 100644
--- a/frontend/javascripts/oxalis/api/api_latest.js
+++ b/frontend/javascripts/oxalis/api/api_latest.js
@@ -1010,7 +1010,10 @@ class DataApi {
   /**
    * Invalidates all downloaded buckets so that they are reloaded.
    */
-  reloadAllBuckets(): void {
+  async reloadAllBuckets(): Promise<void> {
+    if (this.model.getSegmentationTracingLayer() != null) {
+      await Model.ensureSavedState();
+    }
     _.forEach(this.model.dataLayers, dataLayer => {
       dataLayer.cube.collectAllBuckets();
       dataLayer.layerRenderingManager.refresh();
@@ -1202,7 +1205,8 @@ class DataApi {
       });
     }
     // Bucket has been loaded by now or was loaded already
-    return cube.getDataValue(position, null, zoomStep);
+    const dataValue = cube.getDataValue(position, null, zoomStep);
+    return dataValue;
   }
 
   getRenderedZoomStepAtPosition(layerName: string, position: ?Vector3): number {
@@ -1385,7 +1389,6 @@ class DataApi {
     }
 
     segmentationLayer.cube.pushQueue.push();
-    segmentationLayer.cube.trigger("volumeLabeled");
   }
 
   /**
diff --git a/frontend/javascripts/oxalis/api/api_v2.js b/frontend/javascripts/oxalis/api/api_v2.js
index 0d64be5fda1..cd18ea647f2 100644
--- a/frontend/javascripts/oxalis/api/api_v2.js
+++ b/frontend/javascripts/oxalis/api/api_v2.js
@@ -686,7 +686,6 @@ class DataApi {
     }
 
     segmentationLayer.cube.pushQueue.push();
-    segmentationLayer.cube.trigger("volumeLabeled");
   }
 
   /**
diff --git a/frontend/javascripts/oxalis/constants.js b/frontend/javascripts/oxalis/constants.js
index 48cf1418ec0..6929f8faf60 100644
--- a/frontend/javascripts/oxalis/constants.js
+++ b/frontend/javascripts/oxalis/constants.js
@@ -187,9 +187,16 @@ export const OverwriteModeEnum = {
   OVERWRITE_ALL: "OVERWRITE_ALL",
   OVERWRITE_EMPTY: "OVERWRITE_EMPTY", // In case of deleting, empty === current cell id
 };
-
 export type OverwriteMode = $Keys<typeof OverwriteModeEnum>;
 
+export const FillModeEnum = {
+  // The leading underscore is a workaround, since leading numbers are not valid identifiers
+  // in JS.
+  _2D: "_2D",
+  _3D: "_3D",
+};
+export type FillMode = $Keys<typeof FillModeEnum>;
+
 export const TDViewDisplayModeEnum = {
   NONE: "NONE",
   WIREFRAME: "WIREFRAME",
@@ -219,6 +226,10 @@ export const Unicode = {
 // are stored in a Uint8Array in a binary way (which cell
 // id the voxels should be changed to is not encoded).
 export type LabeledVoxelsMap = Map<Vector4, Uint8Array>;
+// LabelMasksByBucketAndW is similar to LabeledVoxelsMap with the difference
+// that it can hold multiple slices per bucket (keyed by the W component,
+// e.g., z in XY viewport).
+export type LabelMasksByBucketAndW = Map<Vector4, Map<number, Uint8Array>>;
 
 export type ShowContextMenuFunction = (number, number, ?number, Vector3, OrthoView) => void;
 
@@ -265,6 +276,11 @@ const Constants = {
 
   // Maximum of how many buckets will be held in RAM (per layer)
   MAXIMUM_BUCKET_COUNT_PER_LAYER: 5000,
+
+  FLOOD_FILL_EXTENTS: {
+    _2D: process.env.BABEL_ENV === "test" ? [512, 512, 1] : [768, 768, 1],
+    _3D: process.env.BABEL_ENV === "test" ? [64, 64, 32] : [96, 96, 96],
+  },
 };
 
 export default Constants;
diff --git a/frontend/javascripts/oxalis/controller/viewmodes/arbitrary_controller.js b/frontend/javascripts/oxalis/controller/viewmodes/arbitrary_controller.js
index 007726b3546..0428c6d507a 100644
--- a/frontend/javascripts/oxalis/controller/viewmodes/arbitrary_controller.js
+++ b/frontend/javascripts/oxalis/controller/viewmodes/arbitrary_controller.js
@@ -31,13 +31,11 @@ import {
 import ArbitraryPlane from "oxalis/geometries/arbitrary_plane";
 import ArbitraryView from "oxalis/view/arbitrary_view";
 import Crosshair from "oxalis/geometries/crosshair";
-import Model from "oxalis/model";
 import Store from "oxalis/store";
 import TDController from "oxalis/controller/td_controller";
 import Toast from "libs/toast";
 import * as Utils from "libs/utils";
 import api from "oxalis/api/internal_api";
-import app from "app";
 import constants, { ArbitraryViewport, type ViewMode, type Point2 } from "oxalis/constants";
 import getSceneController from "oxalis/controller/scene_controller_provider";
 import messages from "messages";
@@ -274,8 +272,6 @@ class ArbitraryController extends React.PureComponent<Props> {
   }
 
   bindToEvents(): void {
-    this.startListeningToBuckets();
-
     this.storePropertyUnsubscribers.push(
       listenToStoreProperty(
         state => state.userConfiguration,
@@ -309,23 +305,6 @@ class ArbitraryController extends React.PureComponent<Props> {
     );
   }
 
-  onBucketLoaded = () => {
-    this.arbitraryView.draw();
-    app.vent.trigger("rerender");
-  };
-
-  startListeningToBuckets() {
-    for (const dataLayer of Model.getAllLayers()) {
-      dataLayer.cube.on("bucketLoaded", this.onBucketLoaded);
-    }
-  }
-
-  stopListeningToBuckets() {
-    for (const dataLayer of Model.getAllLayers()) {
-      dataLayer.cube.off("bucketLoaded", this.onBucketLoaded);
-    }
-  }
-
   start(): void {
     this.arbitraryView = new ArbitraryView();
     this.arbitraryView.start();
@@ -359,7 +338,6 @@ class ArbitraryController extends React.PureComponent<Props> {
   }
 
   stop(): void {
-    this.stopListeningToBuckets();
     this.unsubscribeStoreListeners();
 
     if (this.isStarted) {
diff --git a/frontend/javascripts/oxalis/default_state.js b/frontend/javascripts/oxalis/default_state.js
index b53f8baba2a..53de5aa927c 100644
--- a/frontend/javascripts/oxalis/default_state.js
+++ b/frontend/javascripts/oxalis/default_state.js
@@ -5,6 +5,7 @@ import Constants, {
   ControlModeEnum,
   OrthoViews,
   OverwriteModeEnum,
+  FillModeEnum,
   TDViewDisplayModeEnum,
 } from "oxalis/constants";
 import { document } from "libs/window";
@@ -80,6 +81,7 @@ const defaultState: OxalisState = {
     tdViewDisplayDatasetBorders: true,
     gpuMemoryFactor: Constants.DEFAULT_GPU_MEMORY_FACTOR,
     overwriteMode: OverwriteModeEnum.OVERWRITE_ALL,
+    fillMode: FillModeEnum._2D,
     useLegacyBindings: false,
   },
   temporaryConfiguration: {
@@ -209,6 +211,9 @@ const defaultState: OxalisState = {
       primaryStylesheetElement != null && primaryStylesheetElement.href.includes("dark.css")
         ? "dark"
         : "light",
+    busyBlockingInfo: {
+      isBusy: false,
+    },
   },
   isosurfacesByLayer: {},
   currentMeshFileByLayer: {},
diff --git a/frontend/javascripts/oxalis/model.js b/frontend/javascripts/oxalis/model.js
index bae87699f4d..15b7a35962b 100644
--- a/frontend/javascripts/oxalis/model.js
+++ b/frontend/javascripts/oxalis/model.js
@@ -59,6 +59,9 @@ export class OxalisModel {
           isMappingSupported,
           maximumTextureCountForLayer,
         } = initializationInformation;
+        if (this.dataLayers != null) {
+          _.values(this.dataLayers).forEach(layer => layer.destroy());
+        }
         this.dataLayers = dataLayers;
         this.connectionInfo = connectionInfo;
         this.isMappingSupported = isMappingSupported;
diff --git a/frontend/javascripts/oxalis/model/accessors/dataset_accessor.js b/frontend/javascripts/oxalis/model/accessors/dataset_accessor.js
index e8c29861a7f..3fde0356154 100644
--- a/frontend/javascripts/oxalis/model/accessors/dataset_accessor.js
+++ b/frontend/javascripts/oxalis/model/accessors/dataset_accessor.js
@@ -70,6 +70,10 @@ export class ResolutionInfo {
     }
   }
 
+  getDenseResolutions(): Array<Vector3> {
+    return convertToDenseResolution(this.getResolutionList());
+  }
+
   getResolutionList(): Array<Vector3> {
     return Array.from(this.resolutionMap.entries()).map(entry => entry[1]);
   }
diff --git a/frontend/javascripts/oxalis/model/actions/save_actions.js b/frontend/javascripts/oxalis/model/actions/save_actions.js
index 054ed167e4c..7c2def5aaae 100644
--- a/frontend/javascripts/oxalis/model/actions/save_actions.js
+++ b/frontend/javascripts/oxalis/model/actions/save_actions.js
@@ -2,6 +2,7 @@
 import type { UpdateAction } from "oxalis/model/sagas/update_actions";
 import { getUid } from "libs/uid_generator";
 import Date from "libs/date";
+import Deferred from "libs/deferred";
 
 type Tracing = "skeleton" | "volume";
 
@@ -29,8 +30,8 @@ type SetVersionNumberAction = {
   version: number,
   tracingType: Tracing,
 };
-export type UndoAction = { type: "UNDO" };
-export type RedoAction = { type: "REDO" };
+export type UndoAction = { type: "UNDO", callback?: () => void };
+export type RedoAction = { type: "REDO", callback?: () => void };
 type DisableSavingAction = { type: "DISABLE_SAVING" };
 export type SaveAction =
   | PushSaveQueueTransaction
@@ -93,14 +94,32 @@ export const setVersionNumberAction = (
   tracingType,
 });
 
-export const undoAction = (): UndoAction => ({
+export const undoAction = (callback?: () => void): UndoAction => ({
   type: "UNDO",
+  callback,
 });
 
-export const redoAction = (): RedoAction => ({
+export const redoAction = (callback?: () => void): RedoAction => ({
   type: "REDO",
+  callback,
 });
 
 export const disableSavingAction = (): DisableSavingAction => ({
   type: "DISABLE_SAVING",
 });
+
+// Unfortunately, using type Dispatch produces countless Flow errors.
+export const dispatchUndoAsync = async (dispatch: any => any): Promise<void> => {
+  const readyDeferred = new Deferred();
+  const action = undoAction(() => readyDeferred.resolve());
+  dispatch(action);
+  await readyDeferred.promise();
+};
+
+// Unfortunately, using type Dispatch produces countless Flow errors.
+export const dispatchRedoAsync = async (dispatch: any => any): Promise<void> => {
+  const readyDeferred = new Deferred();
+  const action = redoAction(() => readyDeferred.resolve());
+  dispatch(action);
+  await readyDeferred.promise();
+};
diff --git a/frontend/javascripts/oxalis/model/actions/ui_actions.js b/frontend/javascripts/oxalis/model/actions/ui_actions.js
index 1df9ef558d7..c4d43f47aba 100644
--- a/frontend/javascripts/oxalis/model/actions/ui_actions.js
+++ b/frontend/javascripts/oxalis/model/actions/ui_actions.js
@@ -42,6 +42,14 @@ type SetHasOrganizationsAction = {
   value: boolean,
 };
 
+type SetBusyBlockingInfoAction = {
+  type: "SET_BUSY_BLOCKING_INFO_ACTION",
+  value: {
+    isBusy: boolean,
+    reason?: string,
+  },
+};
+
 export const setToolAction = (tool: AnnotationTool): SetToolAction => ({
   type: "SET_TOOL",
   tool,
@@ -66,7 +74,8 @@ export type UiAction =
   | SetHasOrganizationsAction
   | SetToolAction
   | CycleToolAction
-  | SetThemeAction;
+  | SetThemeAction
+  | SetBusyBlockingInfoAction;
 
 export const setDropzoneModalVisibilityAction = (
   visible: boolean,
@@ -113,3 +122,14 @@ export const setThemeAction = (value: Theme): SetThemeAction => ({
   type: "SET_THEME",
   value,
 });
+
+export const setBusyBlockingInfoAction = (
+  isBusy: boolean,
+  reason?: string,
+): SetBusyBlockingInfoAction => ({
+  type: "SET_BUSY_BLOCKING_INFO_ACTION",
+  value: {
+    isBusy,
+    reason,
+  },
+});
diff --git a/frontend/javascripts/oxalis/model/actions/volumetracing_actions.js b/frontend/javascripts/oxalis/model/actions/volumetracing_actions.js
index b851964d80d..e24b63b120e 100644
--- a/frontend/javascripts/oxalis/model/actions/volumetracing_actions.js
+++ b/frontend/javascripts/oxalis/model/actions/volumetracing_actions.js
@@ -5,6 +5,8 @@
 import type { ServerVolumeTracing } from "types/api_flow_types";
 import type { Vector2, Vector3, Vector4, OrthoView, ContourMode } from "oxalis/constants";
 import type { BucketDataArray } from "oxalis/model/bucket_data_handling/bucket";
+import Deferred from "libs/deferred";
+import { type Dispatch } from "redux";
 
 type InitializeVolumeTracingAction = {
   type: "INITIALIZE_VOLUMETRACING",
@@ -13,7 +15,12 @@ type InitializeVolumeTracingAction = {
 type CreateCellAction = { type: "CREATE_CELL" };
 type StartEditingAction = { type: "START_EDITING", position: Vector3, planeId: OrthoView };
 type AddToLayerAction = { type: "ADD_TO_LAYER", position: Vector3 };
-type FloodFillAction = { type: "FLOOD_FILL", position: Vector3, planeId: OrthoView };
+type FloodFillAction = {
+  type: "FLOOD_FILL",
+  position: Vector3,
+  planeId: OrthoView,
+  callback?: () => void,
+};
 type FinishEditingAction = { type: "FINISH_EDITING" };
 type SetActiveCellAction = { type: "SET_ACTIVE_CELL", cellId: number };
 
@@ -93,10 +100,15 @@ export const addToLayerAction = (position: Vector3): AddToLayerAction => ({
   position,
 });
 
-export const floodFillAction = (position: Vector3, planeId: OrthoView): FloodFillAction => ({
+export const floodFillAction = (
+  position: Vector3,
+  planeId: OrthoView,
+  callback?: () => void,
+): FloodFillAction => ({
   type: "FLOOD_FILL",
   position,
   planeId,
+  callback,
 });
 
 export const finishEditingAction = (): FinishEditingAction => ({
@@ -166,3 +178,14 @@ export const setMaxCellAction = (cellId: number): SetMaxCellAction => ({
   type: "SET_MAX_CELL",
   cellId,
 });
+
+export const dispatchFloodfillAsync = async (
+  dispatch: Dispatch<*>,
+  position: Vector3,
+  planeId: OrthoView,
+): Promise<void> => {
+  const readyDeferred = new Deferred();
+  const action = floodFillAction(position, planeId, () => readyDeferred.resolve());
+  dispatch(action);
+  await readyDeferred.promise();
+};
diff --git a/frontend/javascripts/oxalis/model/bucket_data_handling/bucket.js b/frontend/javascripts/oxalis/model/bucket_data_handling/bucket.js
index 58ea99bf26e..d0ae30fd69d 100644
--- a/frontend/javascripts/oxalis/model/bucket_data_handling/bucket.js
+++ b/frontend/javascripts/oxalis/model/bucket_data_handling/bucket.js
@@ -7,6 +7,7 @@ import * as THREE from "three";
 import _ from "lodash";
 import { createNanoEvents } from "nanoevents";
 
+import ErrorHandling from "libs/error_handling";
 import { mod } from "libs/utils";
 import {
   bucketPositionToGlobalAddress,
@@ -17,16 +18,14 @@ import { getResolutions } from "oxalis/model/accessors/dataset_accessor";
 import DataCube from "oxalis/model/bucket_data_handling/data_cube";
 import Store from "oxalis/store";
 import TemporalBucketManager from "oxalis/model/bucket_data_handling/temporal_bucket_manager";
-import Constants, {
-  type Vector2,
-  type Vector3,
-  type Vector4,
-  type BoundingBoxType,
-} from "oxalis/constants";
-import type { DimensionMap } from "oxalis/model/dimensions";
+import Constants, { type Vector3, type Vector4, type BoundingBoxType } from "oxalis/constants";
 import window from "libs/window";
 import { type ElementClass } from "types/api_flow_types";
-import { addBucketToUndoAction } from "oxalis/model/actions/volumetracing_actions";
+import {
+  addBucketToUndoAction,
+  type MaybeBucketLoadedPromise,
+} from "oxalis/model/actions/volumetracing_actions";
+import { PullQueueConstants } from "oxalis/model/bucket_data_handling/pullqueue";
 
 export const BucketStateEnum = {
   UNREQUESTED: "UNREQUESTED",
@@ -74,6 +73,10 @@ export class NullBucket {
   getData(): BucketDataArray {
     throw new Error("NullBucket has no data.");
   }
+
+  ensureLoaded(): Promise<void> {
+    return Promise.resolve();
+  }
 }
 
 export const getConstructorForElementClass = (type: ElementClass) => {
@@ -114,6 +117,7 @@ export class DataBucket {
   elementClass: ElementClass;
   visualizedMesh: ?Object;
   visualizationColor: number;
+  dirtyCount: number = 0;
 
   state: BucketStateEnumType;
   dirty: boolean;
@@ -125,6 +129,7 @@ export class DataBucket {
   _fallbackBucket: ?Bucket;
   throttledTriggerLabeled: () => void;
   emitter: Emitter;
+  maybeBucketLoadedPromise: MaybeBucketLoadedPromise;
 
   constructor(
     elementClass: ElementClass,
@@ -133,6 +138,7 @@ export class DataBucket {
     cube: DataCube,
   ) {
     this.emitter = createNanoEvents();
+    this.maybeBucketLoadedPromise = null;
 
     this.elementClass = elementClass;
     this.cube = cube;
@@ -180,8 +186,25 @@ export class DataBucket {
     return { min, max };
   }
 
+  getGlobalPosition(): Vector3 {
+    const resolutions = getResolutions(Store.getState().dataset);
+    return bucketPositionToGlobalAddress(this.zoomedAddress, resolutions);
+  }
+
+  getTopLeftInMag(): Vector3 {
+    return [
+      this.zoomedAddress[0] * Constants.BUCKET_WIDTH,
+      this.zoomedAddress[1] * Constants.BUCKET_WIDTH,
+      this.zoomedAddress[2] * Constants.BUCKET_WIDTH,
+    ];
+  }
+
   shouldCollect(): boolean {
-    const collect = !this.accessed && !this.dirty && this.state !== BucketStateEnum.REQUESTED;
+    const collect =
+      !this.accessed &&
+      !this.dirty &&
+      this.state !== BucketStateEnum.REQUESTED &&
+      this.dirtyCount === 0;
     return collect;
   }
 
@@ -216,7 +239,11 @@ export class DataBucket {
     return [this.zoomedAddress[0], this.zoomedAddress[1], this.zoomedAddress[2]];
   }
 
-  is2DVoxelInsideBucket = (voxel: Vector2, dimensionIndices: DimensionMap, zoomStep: number) => {
+  is3DVoxelInsideBucket = (voxel: Vector3, zoomStep: number) => {
+    // Checks whether a given 3D voxel is outside of the bucket it refers to (i.e., a coordinate is negative
+    // or greater than 32). If this is the case, the bucket address of the neighbor which contains the position
+    // is also returned along with the adjusted voxel coordinate in that neighboring bucket.
+
     const neighbourBucketAddress = [
       this.zoomedAddress[0],
       this.zoomedAddress[1],
@@ -224,16 +251,15 @@ export class DataBucket {
       zoomStep,
     ];
     let isVoxelOutside = false;
-    const adjustedVoxel = [voxel[0], voxel[1]];
-    for (const dimensionIndex of [0, 1]) {
-      const dimension = dimensionIndices[dimensionIndex];
+    const adjustedVoxel = [voxel[0], voxel[1], voxel[2]];
+    for (const dimensionIndex of [0, 1, 2]) {
       if (voxel[dimensionIndex] < 0 || voxel[dimensionIndex] >= Constants.BUCKET_WIDTH) {
         isVoxelOutside = true;
         const sign = Math.sign(voxel[dimensionIndex]);
         const offset = Math.ceil(Math.abs(voxel[dimensionIndex]) / Constants.BUCKET_WIDTH);
         // If the voxel coordinate is below 0, sign is negative and will lower the neighbor
         // bucket address
-        neighbourBucketAddress[dimension] += sign * offset;
+        neighbourBucketAddress[dimensionIndex] += sign * offset;
       }
       adjustedVoxel[dimensionIndex] = mod(adjustedVoxel[dimensionIndex], Constants.BUCKET_WIDTH);
     }
@@ -258,15 +284,21 @@ export class DataBucket {
     this.dirty = true;
     if (!bucketsAlreadyInUndoState.has(this)) {
       bucketsAlreadyInUndoState.add(this);
-      let maybeBucketLoadedPromise = null;
       const { dataClone, triggeredBucketFetch } = this.getCopyOfData();
       if (triggeredBucketFetch) {
-        maybeBucketLoadedPromise = new Promise((resolve, _reject) => {
-          this.once("bucketLoaded", resolve);
+        this.maybeBucketLoadedPromise = new Promise((resolve, _reject) => {
+          this.once("bucketLoaded", data => {
+            // Once the bucket was loaded, maybeBucketLoadedPromise can be null'ed
+            this.maybeBucketLoadedPromise = null;
+            resolve(data);
+          });
         });
       }
       Store.dispatch(
-        addBucketToUndoAction(this.zoomedAddress, dataClone, maybeBucketLoadedPromise),
+        // Always use the current state of this.maybeBucketLoadedPromise, since
+        // this bucket could be added to multiple undo batches while it's fetched. All entries
+        // need to have the corresponding promise for the undo to work correctly.
+        addBucketToUndoAction(this.zoomedAddress, dataClone, this.maybeBucketLoadedPromise),
       );
     }
   }
@@ -316,7 +348,7 @@ export class DataBucket {
     return { data: this.getData(), triggeredBucketFetch };
   }
 
-  pull(): void {
+  markAsPulled(): void {
     switch (this.state) {
       case BucketStateEnum.UNREQUESTED:
         this.state = BucketStateEnum.REQUESTED;
@@ -349,6 +381,18 @@ export class DataBucket {
             arrayBuffer.byteLength / TypedArrayClass.BYTES_PER_ELEMENT,
           )
         : new TypedArrayClass(channelCount * Constants.BUCKET_SIZE);
+    if (data.length !== channelCount * Constants.BUCKET_SIZE) {
+      const debugInfo = {
+        arrayBuffer,
+        actual: data.length,
+        expected: channelCount * Constants.BUCKET_SIZE,
+        channelCount,
+      };
+      console.warn("bucket.data has unexpected length", debugInfo);
+      ErrorHandling.notify(
+        new Error(`bucket.data has unexpected length. Details: ${JSON.stringify(debugInfo)}`),
+      );
+    }
     switch (this.state) {
       case BucketStateEnum.REQUESTED:
         if (this.dirty) {
@@ -364,7 +408,7 @@ export class DataBucket {
     }
   }
 
-  push(): void {
+  markAsPushed(): void {
     switch (this.state) {
       case BucketStateEnum.LOADED:
         this.dirty = false;
@@ -450,4 +494,24 @@ export class DataBucket {
       this.visualizedMesh.material.color = color;
     }
   }
+
+  async ensureLoaded(): Promise<void> {
+    let needsToAwaitBucket = false;
+    if (this.isRequested()) {
+      needsToAwaitBucket = true;
+    } else if (this.needsRequest()) {
+      this.cube.pullQueue.add({
+        bucket: this.zoomedAddress,
+        priority: PullQueueConstants.PRIORITY_HIGHEST,
+      });
+      this.cube.pullQueue.pull();
+      needsToAwaitBucket = true;
+    }
+    if (needsToAwaitBucket) {
+      await new Promise(resolve => {
+        this.on("bucketLoaded", resolve);
+      });
+    }
+    // Bucket has been loaded by now or was loaded already
+  }
 }
diff --git a/frontend/javascripts/oxalis/model/bucket_data_handling/data_cube.js b/frontend/javascripts/oxalis/model/bucket_data_handling/data_cube.js
index 4a1c8bcd05a..28ad1db0f7d 100644
--- a/frontend/javascripts/oxalis/model/bucket_data_handling/data_cube.js
+++ b/frontend/javascripts/oxalis/model/bucket_data_handling/data_cube.js
@@ -5,6 +5,7 @@
 
 import BackboneEvents from "backbone-events-standalone";
 import _ from "lodash";
+import { V3 } from "libs/mjs";
 
 import ErrorHandling from "libs/error_handling";
 import {
@@ -15,14 +16,13 @@ import {
   NullBucket,
   type BucketDataArray,
 } from "oxalis/model/bucket_data_handling/bucket";
-import { VoxelNeighborStack2D } from "oxalis/model/volumetracing/volumelayer";
+import { VoxelNeighborQueue2D, VoxelNeighborQueue3D } from "oxalis/model/volumetracing/volumelayer";
 import {
   getResolutions,
   ResolutionInfo,
   getMappingInfo,
 } from "oxalis/model/accessors/dataset_accessor";
 import { getSomeTracing } from "oxalis/model/accessors/tracing_accessor";
-import { globalPositionToBucketPosition } from "oxalis/model/helpers/position_converter";
 import { listenToStoreProperty } from "oxalis/model/helpers/listener_helpers";
 import ArbitraryCubeAdapter from "oxalis/model/bucket_data_handling/arbitrary_cube_adapter";
 import BoundingBox from "oxalis/model/bucket_data_handling/bounding_box";
@@ -30,16 +30,18 @@ import PullQueue from "oxalis/model/bucket_data_handling/pullqueue";
 import PushQueue from "oxalis/model/bucket_data_handling/pushqueue";
 import Store, { type Mapping } from "oxalis/store";
 import TemporalBucketManager from "oxalis/model/bucket_data_handling/temporal_bucket_manager";
-import type { DimensionMap } from "oxalis/model/dimensions";
+import Dimensions, { type DimensionMap } from "oxalis/model/dimensions";
 import constants, {
-  type Vector2,
   type Vector3,
   type Vector4,
   type BoundingBoxType,
-  type LabeledVoxelsMap,
+  type LabelMasksByBucketAndW,
 } from "oxalis/constants";
 import { type ElementClass } from "types/api_flow_types";
 import { areBoundingBoxesOverlappingOrTouching } from "libs/utils";
+import { globalPositionToBucketPosition } from "oxalis/model/helpers/position_converter";
+import { type ProgressCallback } from "libs/progress_callback";
+
 class CubeEntry {
   data: Map<number, Bucket>;
   boundary: Vector3;
@@ -50,6 +52,17 @@ class CubeEntry {
   }
 }
 
+// Instead of using blank, constant thresholds for the bounding box which
+// limits a floodfill operation, the bounding box can also be increased dynamically
+// so that long, thin processes get a larger bounding box limit.
+// If USE_FLOODFILL_VOXEL_THRESHOLD is true, the amount of labeled voxels is taken into account
+// to increase the bounding box. However, the corresponding code can still run into
+// scenarios where the labeled voxel count is significantly larger than the specified threshold,
+// since the labeled volume has to be a cuboid.
+// Also see: https://github.com/scalableminds/webknossos/issues/5769
+const FLOODFILL_VOXEL_THRESHOLD = 5 * 1000000;
+const USE_FLOODFILL_VOXEL_THRESHOLD = false;
+
 class DataCube {
   MAXIMUM_BUCKET_COUNT = constants.MAXIMUM_BUCKET_COUNT_PER_LAYER;
   arbitraryCube: ArbitraryCubeAdapter;
@@ -64,10 +77,6 @@ class DataCube {
   temporalBucketManager: TemporalBucketManager;
   isSegmentation: boolean;
   elementClass: ElementClass;
-  // Copied from backbone events (TODO: handle this better)
-  trigger: Function;
-  on: Function;
-  off: Function;
   resolutionInfo: ResolutionInfo;
   layerName: string;
 
@@ -254,7 +263,6 @@ class DataCube {
 
   createBucket(address: Vector4): Bucket {
     const bucket = new DataBucket(this.elementClass, address, this.temporalBucketManager, this);
-    bucket.on("bucketLoaded", () => this.trigger("bucketLoaded", address));
     this.addBucketToGarbageCollection(bucket);
 
     const bucketIndex = this.getBucketIndex(address);
@@ -281,6 +289,9 @@ class DataCube {
       }
 
       if (!this.buckets[this.bucketIterator].shouldCollect()) {
+        if (process.env.BABEL_ENV === "test") {
+          throw new Error("Bucket was forcefully evicted/garbage-collected.");
+        }
         const errorMessage =
           "A bucket was forcefully garbage-collected. This indicates that too many buckets are currently in RAM.";
         console.error(errorMessage);
@@ -341,8 +352,6 @@ class DataCube {
         }
       }
     }
-
-    this.trigger("volumeLabeled");
   }
 
   labelVoxelInAllResolutions(voxel: Vector3, label: number, activeCellId: ?number) {
@@ -394,15 +403,19 @@ class DataCube {
     }
   }
 
-  floodFill(
-    seedVoxel: Vector3,
+  async floodFill(
+    globalSeedVoxel: Vector3,
     cellId: number,
-    get3DAddress: Vector2 => Vector3,
-    get2DAddress: Vector3 => Vector2,
     dimensionIndices: DimensionMap,
-    viewportBoundings: BoundingBoxType,
+    floodfillBoundingBox: BoundingBoxType,
     zoomStep: number,
-  ): ?LabeledVoxelsMap {
+    progressCallback: ProgressCallback,
+    use3D: boolean,
+  ): Promise<{
+    bucketsWithLabeledVoxelsMap: LabelMasksByBucketAndW,
+    wasBoundingBoxExceeded: boolean,
+    coveredBoundingBox: BoundingBoxType,
+  }> {
     // This flood-fill algorithm works in two nested levels and uses a list of buckets to flood fill.
     // On the inner level a bucket is flood-filled  and if the iteration of the buckets data
     // reaches an neighbour bucket, this bucket is added to this list of buckets to flood fill.
@@ -413,36 +426,97 @@ class DataCube {
     // because a border of the "neighbour volume shape" might leave the neighbour bucket and enter it somewhere else.
     // If it would not be possible to have the same neighbour bucket in the list multiple times,
     // not all of the target area in the neighbour bucket might be filled.
-    const bucketsWithLabeledVoxelsMap: LabeledVoxelsMap = new Map();
-    const seedBucketAddress = this.positionToZoomedAddress(seedVoxel, zoomStep);
+
+    // Helper function to convert between xyz and uvw (both directions)
+    const transpose = (voxel: Vector3): Vector3 =>
+      Dimensions.transDimWithIndices(voxel, dimensionIndices);
+
+    const bucketsWithLabeledVoxelsMap: LabelMasksByBucketAndW = new Map();
+    const seedBucketAddress = this.positionToZoomedAddress(globalSeedVoxel, zoomStep);
     const seedBucket = this.getOrCreateBucket(seedBucketAddress);
+    let coveredBBoxMin = [
+      Number.POSITIVE_INFINITY,
+      Number.POSITIVE_INFINITY,
+      Number.POSITIVE_INFINITY,
+    ];
+    let coveredBBoxMax = [0, 0, 0];
     if (seedBucket.type === "null") {
-      return null;
+      return {
+        bucketsWithLabeledVoxelsMap,
+        wasBoundingBoxExceeded: false,
+        coveredBoundingBox: {
+          min: coveredBBoxMin,
+          max: coveredBBoxMax,
+        },
+      };
     }
     if (!this.resolutionInfo.hasIndex(zoomStep)) {
       throw new Error(
         `DataCube.floodFill was called with a zoomStep of ${zoomStep} which does not exist for the current resolution.`,
       );
     }
-    const seedVoxelIndex = this.getVoxelIndex(seedVoxel, zoomStep);
+    const seedVoxelIndex = this.getVoxelIndex(globalSeedVoxel, zoomStep);
     const sourceCellId = seedBucket.getOrCreateData().data[seedVoxelIndex];
     if (sourceCellId === cellId) {
-      return null;
+      return {
+        bucketsWithLabeledVoxelsMap,
+        wasBoundingBoxExceeded: false,
+        coveredBoundingBox: {
+          min: coveredBBoxMin,
+          max: coveredBBoxMax,
+        },
+      };
     }
-    const bucketsToFill: Array<[DataBucket, Vector3]> = [
-      [seedBucket, this.getVoxelOffset(seedVoxel, zoomStep)],
+    const bucketsWithXyzSeedsToFill: Array<[DataBucket, Vector3]> = [
+      [seedBucket, this.getVoxelOffset(globalSeedVoxel, zoomStep)],
     ];
+    let labeledVoxelCount = 0;
+    let wasBoundingBoxExceeded = false;
+
     // Iterate over all buckets within the area and flood fill each of them.
-    while (bucketsToFill.length > 0) {
-      const [currentBucket, initialVoxelInBucket] = bucketsToFill.pop();
+    while (bucketsWithXyzSeedsToFill.length > 0) {
+      const [currentBucket, initialXyzVoxelInBucket] = bucketsWithXyzSeedsToFill.pop();
+
+      const currentBucketBoundingBox = currentBucket.getBoundingBox();
+      const currentGlobalBucketPosition = currentBucket.getGlobalPosition();
+
       // Check if the bucket overlaps the active viewport bounds.
-      if (
-        !areBoundingBoxesOverlappingOrTouching(currentBucket.getBoundingBox(), viewportBoundings)
+      let shouldIgnoreBucket = false;
+      while (
+        !areBoundingBoxesOverlappingOrTouching(currentBucketBoundingBox, floodfillBoundingBox)
       ) {
+        if (!USE_FLOODFILL_VOXEL_THRESHOLD || labeledVoxelCount > FLOODFILL_VOXEL_THRESHOLD) {
+          wasBoundingBoxExceeded = true;
+          shouldIgnoreBucket = true;
+          break;
+        } else {
+          // Increase the size of the bounding box by moving the bbox surface
+          // which is closest to the seed.
+          const seedToMinDiff = V3.sub(globalSeedVoxel, floodfillBoundingBox.min);
+          const seedToMaxDiff = V3.sub(floodfillBoundingBox.max, globalSeedVoxel);
+          const smallestDiffToMin = Math.min(...seedToMinDiff);
+          const smallestDiffToMax = Math.min(...seedToMaxDiff);
+
+          if (smallestDiffToMin < smallestDiffToMax) {
+            // Decrease min
+            // $FlowIgnore[invalid-tuple-index]
+            floodfillBoundingBox.min[Array.from(seedToMinDiff).indexOf(smallestDiffToMin)] -=
+              constants.BUCKET_WIDTH;
+          } else {
+            // Increase max
+            // $FlowIgnore[invalid-tuple-index]
+            floodfillBoundingBox.max[Array.from(seedToMaxDiff).indexOf(smallestDiffToMax)] +=
+              constants.BUCKET_WIDTH;
+          }
+        }
+      }
+      if (shouldIgnoreBucket) {
         continue;
       }
+      // eslint-disable-next-line no-await-in-loop
+      await currentBucket.ensureLoaded();
       const { data: bucketData } = currentBucket.getOrCreateData();
-      const initialVoxelIndex = this.getVoxelIndexByVoxelOffset(initialVoxelInBucket);
+      const initialVoxelIndex = this.getVoxelIndexByVoxelOffset(initialXyzVoxelInBucket);
       if (bucketData[initialVoxelIndex] !== sourceCellId) {
         // Ignoring neighbour buckets whose cellId at the initial voxel does not match the source cell id.
         continue;
@@ -453,45 +527,94 @@ class DataCube {
       bucketData[initialVoxelIndex] = cellId;
       // Create an array saving the labeled voxel of the current slice for the current bucket, if there isn't already one.
       const currentLabeledVoxelMap =
-        bucketsWithLabeledVoxelsMap.get(currentBucket.zoomedAddress) ||
-        new Uint8Array(constants.BUCKET_WIDTH ** 2).fill(0);
-      const markVoxelOfSliceAsLabeled = ([firstCoord, secondCoord]) => {
-        currentLabeledVoxelMap[firstCoord * constants.BUCKET_WIDTH + secondCoord] = 1;
+        bucketsWithLabeledVoxelsMap.get(currentBucket.zoomedAddress) || new Map();
+      const resolutions = getResolutions(Store.getState().dataset);
+      const currentResolution = resolutions[currentBucket.zoomedAddress[3]];
+
+      const markUvwInSliceAsLabeled = ([firstCoord, secondCoord, thirdCoord]) => {
+        // Convert bucket local W coordinate to global W (both mag-dependent)
+        const w = dimensionIndices[2];
+        thirdCoord += currentBucket.getTopLeftInMag()[w];
+        // Convert mag-dependent W to mag-independent W
+        thirdCoord = thirdCoord * currentResolution[w];
+
+        if (!currentLabeledVoxelMap.has(thirdCoord)) {
+          currentLabeledVoxelMap.set(
+            thirdCoord,
+            new Uint8Array(constants.BUCKET_WIDTH ** 2).fill(0),
+          );
+        }
+        const dataArray = currentLabeledVoxelMap.get(thirdCoord);
+        if (!dataArray) {
+          // Satisfy flow
+          throw new Error("Map entry does not exist, even though it was just set.");
+        }
+        dataArray[firstCoord * constants.BUCKET_WIDTH + secondCoord] = 1;
       };
 
-      // Use a VoxelNeighborStack2D to iterate over the bucket in 2d and using bucket-local addresses and not global addresses.
-      const initialVoxelInSlice = get2DAddress(initialVoxelInBucket);
-      markVoxelOfSliceAsLabeled(initialVoxelInSlice);
-      const neighbourVoxelStack = new VoxelNeighborStack2D(initialVoxelInSlice);
+      // Use a VoxelNeighborQueue2D/3D to iterate over the bucket and using bucket-local addresses and not global addresses.
+      const initialVoxelInSliceUvw = transpose(initialXyzVoxelInBucket);
+      markUvwInSliceAsLabeled(initialVoxelInSliceUvw);
+      const VoxelNeighborQueueClass = use3D ? VoxelNeighborQueue3D : VoxelNeighborQueue2D;
+      const neighbourVoxelStackUvw = new VoxelNeighborQueueClass(initialVoxelInSliceUvw);
       // Iterating over all neighbours from the initialAddress.
-      while (!neighbourVoxelStack.isEmpty()) {
-        const neighbours = neighbourVoxelStack.popVoxelAndGetNeighbors();
+
+      while (!neighbourVoxelStackUvw.isEmpty()) {
+        const neighbours = neighbourVoxelStackUvw.getVoxelAndGetNeighbors();
         for (let neighbourIndex = 0; neighbourIndex < neighbours.length; ++neighbourIndex) {
-          const neighbourVoxel = neighbours[neighbourIndex];
+          const neighbourVoxelUvw = neighbours[neighbourIndex];
+          const neighbourVoxelXyz = transpose(neighbourVoxelUvw);
 
           // If the current neighbour is not in the current bucket, calculate its
-          // bucket's zoomed address and add the bucket to bucketsToFill.
-          // adjustedNeighbourVoxel is a copy of neighbourVoxel whose value are robust
+          // bucket's zoomed address and add the bucket to bucketsWithXyzSeedsToFill.
+          // adjustedNeighbourVoxelUvw is a copy of neighbourVoxelUvw whose value are robust
           // against the modulo operation used in getVoxelOffset.
           const {
             isVoxelOutside,
             neighbourBucketAddress,
-            adjustedVoxel: adjustedNeighbourVoxel,
-          } = currentBucket.is2DVoxelInsideBucket(neighbourVoxel, dimensionIndices, zoomStep);
-          const neighbourVoxel3D = get3DAddress(adjustedNeighbourVoxel);
+            adjustedVoxel: adjustedNeighbourVoxelXyz,
+          } = currentBucket.is3DVoxelInsideBucket(neighbourVoxelXyz, zoomStep);
           if (isVoxelOutside) {
             // Add the bucket to the list of buckets to flood fill.
             const neighbourBucket = this.getOrCreateBucket(neighbourBucketAddress);
             if (neighbourBucket.type !== "null") {
-              bucketsToFill.push([neighbourBucket, neighbourVoxel3D]);
+              bucketsWithXyzSeedsToFill.push([neighbourBucket, adjustedNeighbourVoxelXyz]);
             }
           } else {
-            // Label the current neighbour and add it to the neighbourVoxelStack to iterate over its neighbours.
-            const neighbourVoxelIndex = this.getVoxelIndexByVoxelOffset(neighbourVoxel3D);
+            // Label the current neighbour and add it to the neighbourVoxelStackUvw to iterate over its neighbours.
+            const neighbourVoxelIndex = this.getVoxelIndexByVoxelOffset(neighbourVoxelXyz);
             if (bucketData[neighbourVoxelIndex] === sourceCellId) {
               bucketData[neighbourVoxelIndex] = cellId;
-              markVoxelOfSliceAsLabeled(neighbourVoxel);
-              neighbourVoxelStack.pushVoxel(neighbourVoxel);
+              markUvwInSliceAsLabeled(neighbourVoxelUvw);
+              neighbourVoxelStackUvw.pushVoxel(neighbourVoxelUvw);
+              labeledVoxelCount++;
+
+              const currentGlobalPosition = V3.add(
+                currentGlobalBucketPosition,
+                V3.scale3(adjustedNeighbourVoxelXyz, currentResolution),
+              );
+
+              coveredBBoxMin = [
+                Math.min(coveredBBoxMin[0], currentGlobalPosition[0]),
+                Math.min(coveredBBoxMin[1], currentGlobalPosition[1]),
+                Math.min(coveredBBoxMin[2], currentGlobalPosition[2]),
+              ];
+
+              // The maximum is exclusive which is why we add 1 to the position
+              coveredBBoxMax = [
+                Math.max(coveredBBoxMax[0], currentGlobalPosition[0] + 1),
+                Math.max(coveredBBoxMax[1], currentGlobalPosition[1] + 1),
+                Math.max(coveredBBoxMax[2], currentGlobalPosition[2] + 1),
+              ];
+
+              if (labeledVoxelCount % 1000000 === 0) {
+                console.log(`Labeled ${labeledVoxelCount} Vx. Continuing...`);
+                // eslint-disable-next-line no-await-in-loop
+                await progressCallback(
+                  false,
+                  `Labeled ${labeledVoxelCount / 1000000} MVx. Continuing...`,
+                );
+              }
             }
           }
         }
@@ -506,7 +629,15 @@ class DataCube {
       this.pushQueue.insert(bucket);
       bucket.trigger("bucketLabeled");
     }
-    return bucketsWithLabeledVoxelsMap;
+
+    return {
+      bucketsWithLabeledVoxelsMap,
+      wasBoundingBoxExceeded,
+      coveredBoundingBox: {
+        min: coveredBBoxMin,
+        max: coveredBBoxMax,
+      },
+    };
   }
 
   setBucketData(zoomedAddress: Vector4, data: Uint8Array) {
@@ -520,7 +651,6 @@ class DataCube {
 
   triggerPushQueue() {
     this.pushQueue.push();
-    this.trigger("volumeLabeled");
   }
 
   isZoomStepRenderableForVoxel(voxel: Vector3, zoomStep: number = 0): boolean {
diff --git a/frontend/javascripts/oxalis/model/bucket_data_handling/data_rendering_logic.js b/frontend/javascripts/oxalis/model/bucket_data_handling/data_rendering_logic.js
index 72ff841ec07..57ad709a02e 100644
--- a/frontend/javascripts/oxalis/model/bucket_data_handling/data_rendering_logic.js
+++ b/frontend/javascripts/oxalis/model/bucket_data_handling/data_rendering_logic.js
@@ -49,7 +49,9 @@ export function getSupportedTextureSpecs(): GpuSpecs {
   const supportedTextureSize = gl.getParameter(gl.MAX_TEXTURE_SIZE);
   const maxTextureImageUnits = gl.getParameter(gl.MAX_TEXTURE_IMAGE_UNITS);
 
-  console.log("maxTextureImageUnits", maxTextureImageUnits);
+  if (process.env.BABEL_ENV !== "test") {
+    console.log("maxTextureImageUnits", maxTextureImageUnits);
+  }
 
   return {
     supportedTextureSize,
@@ -271,7 +273,9 @@ export function computeDataTexturesSetup<Layer: { elementClass: ElementClass }>(
     specs,
     textureInformationPerLayer,
   );
-  console.log("maximumLayerCountToRender", maximumLayerCountToRender);
+  if (process.env.BABEL_ENV !== "test") {
+    console.log("maximumLayerCountToRender", maximumLayerCountToRender);
+  }
 
   const { isMappingSupported } = deriveSupportedFeatures(
     specs,
diff --git a/frontend/javascripts/oxalis/model/bucket_data_handling/pullqueue.js b/frontend/javascripts/oxalis/model/bucket_data_handling/pullqueue.js
index 37d6424091c..705c95ad7eb 100644
--- a/frontend/javascripts/oxalis/model/bucket_data_handling/pullqueue.js
+++ b/frontend/javascripts/oxalis/model/bucket_data_handling/pullqueue.js
@@ -69,7 +69,7 @@ class PullQueue {
 
         if (bucket.type === "data" && bucket.needsRequest()) {
           batch.push(address);
-          bucket.pull();
+          bucket.markAsPulled();
         }
       }
 
diff --git a/frontend/javascripts/oxalis/model/bucket_data_handling/pushqueue.js b/frontend/javascripts/oxalis/model/bucket_data_handling/pushqueue.js
index 32d54f6f873..7bcef5aab42 100644
--- a/frontend/javascripts/oxalis/model/bucket_data_handling/pushqueue.js
+++ b/frontend/javascripts/oxalis/model/bucket_data_handling/pushqueue.js
@@ -1,11 +1,7 @@
-/**
- * pushqueue.js
- * @flow
- */
+// @flow
 import _ from "lodash";
 
 import type { DataBucket } from "oxalis/model/bucket_data_handling/bucket";
-import type { Vector4 } from "oxalis/constants";
 import { alert, document } from "libs/window";
 import { sendToStore } from "oxalis/model/bucket_data_handling/wkstore_adapter";
 import AsyncTaskQueue from "libs/async_task_queue";
@@ -30,11 +26,16 @@ class PushQueue {
 
     const autoSaveFailureMessage = "Auto-Save failed!";
     this.taskQueue.on("failure", () => {
-      document.body.classList.add("save-error");
+      console.error("PushQueue failure");
+      if (document.body != null) {
+        document.body.classList.add("save-error");
+      }
       Toast.error(autoSaveFailureMessage, { sticky: true });
     });
     this.taskQueue.on("success", () => {
-      document.body.classList.remove("save-error");
+      if (document.body != null) {
+        document.body.classList.remove("save-error");
+      }
       Toast.close(autoSaveFailureMessage);
     });
   }
@@ -48,7 +49,11 @@ class PushQueue {
   }
 
   insert(bucket: DataBucket): void {
-    this.queue.add(bucket);
+    if (!this.queue.has(bucket)) {
+      this.queue.add(bucket);
+      bucket.dirtyCount++;
+    }
+
     this.push();
   }
 
@@ -56,10 +61,6 @@ class PushQueue {
     this.queue.clear();
   }
 
-  comparePositions([x1, y1, z1]: Vector4, [x2, y2, z2]: Vector4): number {
-    return x1 - x2 || y1 - y2 || z1 - z2;
-  }
-
   print(): void {
     this.queue.forEach(e => console.log(e));
   }
diff --git a/frontend/javascripts/oxalis/model/bucket_data_handling/wkstore_adapter.js b/frontend/javascripts/oxalis/model/bucket_data_handling/wkstore_adapter.js
index 3ca011b7985..930c707d0b6 100644
--- a/frontend/javascripts/oxalis/model/bucket_data_handling/wkstore_adapter.js
+++ b/frontend/javascripts/oxalis/model/bucket_data_handling/wkstore_adapter.js
@@ -20,6 +20,7 @@ import DecodeFourBitWorker from "oxalis/workers/decode_four_bit.worker";
 import Request from "libs/request";
 import Store, { type DataLayerType } from "oxalis/store";
 import constants, { type Vector3, type Vector4 } from "oxalis/constants";
+import window from "libs/window";
 
 const decodeFourBit = createWorker(DecodeFourBitWorker);
 const byteArrayToLz4Base64 = createWorker(ByteArrayToLz4Base64Worker);
diff --git a/frontend/javascripts/oxalis/model/data_layer.js b/frontend/javascripts/oxalis/model/data_layer.js
index 80af4021cbd..9a5652aba8e 100644
--- a/frontend/javascripts/oxalis/model/data_layer.js
+++ b/frontend/javascripts/oxalis/model/data_layer.js
@@ -86,6 +86,11 @@ class DataLayer {
     this.activeMappingType = mappingType;
     this.mappings.activateMapping(mappingName, mappingType, progressCallback);
   }
+
+  destroy() {
+    this.pullQueue.clear();
+    this.pushQueue.clear();
+  }
 }
 
 export default DataLayer;
diff --git a/frontend/javascripts/oxalis/model/reducers/ui_reducer.js b/frontend/javascripts/oxalis/model/reducers/ui_reducer.js
index 1c39f02392b..ff0ec3b50f9 100644
--- a/frontend/javascripts/oxalis/model/reducers/ui_reducer.js
+++ b/frontend/javascripts/oxalis/model/reducers/ui_reducer.js
@@ -75,6 +75,10 @@ function UiReducer(state: OxalisState, action: Action): OxalisState {
       return updateKey(state, "uiInformation", { theme: action.value });
     }
 
+    case "SET_BUSY_BLOCKING_INFO_ACTION": {
+      return updateKey(state, "uiInformation", { busyBlockingInfo: action.value });
+    }
+
     default:
       return state;
   }
diff --git a/frontend/javascripts/oxalis/model/sagas/automatic_brush_saga.js b/frontend/javascripts/oxalis/model/sagas/automatic_brush_saga.js
index 9cb990c655f..b82b617a687 100644
--- a/frontend/javascripts/oxalis/model/sagas/automatic_brush_saga.js
+++ b/frontend/javascripts/oxalis/model/sagas/automatic_brush_saga.js
@@ -41,7 +41,9 @@ const workerPredict = createWorker(TensorFlowWorker);
 const configureTensorFlow = (useWebworker, useGPU) => {
   window.useWebworker = useWebworker;
   window.useGPU = useGPU;
-  console.log("useWebworker set to", useWebworker, "and useGPU set to", useGPU);
+  if (process.env.BABEL_ENV !== "test") {
+    console.log("useWebworker set to", useWebworker, "and useGPU set to", useGPU);
+  }
 };
 
 // $FlowIssue[cannot-resolve-name]
diff --git a/frontend/javascripts/oxalis/model/sagas/effect-generators.js b/frontend/javascripts/oxalis/model/sagas/effect-generators.js
index b89f33e6bfb..d13e37aa7fc 100644
--- a/frontend/javascripts/oxalis/model/sagas/effect-generators.js
+++ b/frontend/javascripts/oxalis/model/sagas/effect-generators.js
@@ -42,7 +42,9 @@ export const _take = IOEffects.take;
 export const _call = IOEffects.call;
 export const _takeEvery = IOEffects.takeEvery;
 export const _takeLeading = IOEffects.takeLeading;
+export const _takeLatest = IOEffects.takeLatest;
 export const _throttle = IOEffects.throttle;
 export const _cancel = IOEffects.cancel;
 export const _all = IOEffects.all;
 export const _delay = IOEffects.delay;
+export const _actionChannel = IOEffects.actionChannel;
diff --git a/frontend/javascripts/oxalis/model/sagas/effect-generators.js.flow b/frontend/javascripts/oxalis/model/sagas/effect-generators.js.flow
index 95c9bf2961e..b8819841265 100644
--- a/frontend/javascripts/oxalis/model/sagas/effect-generators.js.flow
+++ b/frontend/javascripts/oxalis/model/sagas/effect-generators.js.flow
@@ -9,8 +9,10 @@ import {
   delay as typedDelay,
   takeEvery as typedTakeEvery,
   takeLeading as typedTakeLeading,
+  takeLatest as typedTakeLatest,
   throttle as typedThrottle,
   cancel as typedCancel,
+  actionChannel as typedActionChannel,
 } from "redux-saga/effects";
 
 import type { Action } from "oxalis/model/actions/actions";
@@ -31,6 +33,7 @@ declare type Fn5<T1, T2, T3, T4, T5, R> = (t1: T1, t2: T2, t3: T3, t4: T4, t5: T
 declare type Fn6<T1, T2, T3, T4, T5, T6, R> = (t1: T1, t2: T2, t3: T3, t4: T4, t5: T5, t6: T6) => Promise<R> | Generator<*, R, *> | R;
 declare type Fn7<T1, T2, T3, T4, T5, T6, T7, R> = (t1: T1, t2: T2, t3: T3, t4: T4, t5: T5, t6: T6, t7: T7) => Promise<R> | Generator<*, R, *> | R;
 declare type Fn8<T1, T2, T3, T4, T5, T6, T7, T8, R> = (t1: T1, t2: T2, t3: T3, t4: T4, t5: T5, t6: T6, t7: T7, t8: T8) => Promise<R> | Generator<*, R, *> | R;
+declare type Fn9<T1, T2, T3, T4, T5, T6, T7, T8, T9, R> = (t1: T1, t2: T2, t3: T3, t4: T4, t5: T5, t6: T6, t7: T7, t8: T8, t9: T9) => Promise<R> | Generator<*, R, *> | R;
 
 /* ------------------ SELECT Stuff ------------------ */
 
@@ -62,7 +65,9 @@ declare type ContextCallFn = (<R, C: Context, Fn: Fn0<R>>(cfn: [C, Fn], ...rest:
   (<T1, T2, T3, T4, R, C: Context, Fn: Fn4<T1, T2, T3, T4, R>>(cfn: [C, Fn], t1: T1, t2: T2, t3: T3, t4: T4, ...rest: Array<void>) => Generator<*, R, *>) &
   (<T1, T2, T3, T4, T5, R, C: Context, Fn: Fn5<T1, T2, T3, T4, T5, R>>(cfn: [C, Fn], t1: T1, t2: T2, t3: T3, t4: T4, t5: T5, ...rest: Array<void>) => Generator<*, R, *>) &
   (<T1, T2, T3, T4, T5, T6, R, C: Context, Fn: Fn6<T1, T2, T3, T4, T5, T6, R>>(cfn: [C, Fn], t1: T1, t2: T2, t3: T3, t4: T4, t5: T5, t6: T6, ...rest: Array<void>) => Generator<*, R, *>) &
-  (<T1, T2, T3, T4, T5, T6, T7, R, C: Context, Fn: Fn7<T1, T2, T3, T4, T5, T6, T7, R>>(cfn: [C, Fn], t1: T1, t2: T2, t3: T3, t4: T4, t5: T5, t6: T6, t7: T7, ...rest: Array<void>) => Generator<*, R, *>);
+  (<T1, T2, T3, T4, T5, T6, T7, R, C: Context, Fn: Fn7<T1, T2, T3, T4, T5, T6, T7, R>>(cfn: [C, Fn], t1: T1, t2: T2, t3: T3, t4: T4, t5: T5, t6: T6, t7: T7, ...rest: Array<void>) => Generator<*, R, *>) &
+  (<T1, T2, T3, T4, T5, T6, T7, T8, R, C: Context, Fn: Fn8<T1, T2, T3, T4, T5, T6, T7, T8, R>>(cfn: [C, Fn], t1: T1, t2: T2, t3: T3, t4: T4, t5: T5, t6: T6, t7: T7, t8: T8, ...rest: Array<void>) => Generator<*, R, *>) &
+  (<T1, T2, T3, T4, T5, T6, T7, T8, T9, R, C: Context, Fn: Fn9<T1, T2, T3, T4, T5, T6, T7, T8, T9, R>>(cfn: [C, Fn], t1: T1, t2: T2, t3: T3, t4: T4, t5: T5, t6: T6, t7: T7, t8: T8, t9: T9, ...rest: Array<void>) => Generator<*, R, *>);
 // & (<T, R, C: Context, Fn: FnSpread<T, R>>(cfn: [C, Fn], t1: T, t2: T, t3: T, t4: T, t5: T, t6: T, ...args: Array<T>) => Generator<*, R, *>);
 
 declare type CallFn = ContextCallFn &
@@ -163,8 +168,10 @@ declare export var _all: typeof typedAll;
 declare export var _take: typeof typedTake;
 declare export var _call: typeof typedCall;
 declare export var _takeEvery: typeof typedTakeEvery;
+declare export var _takeLatest: typeof typedTakeLatest;
 declare export var _takeLeading: typeof typedTakeLeading;
 declare export var _throttle: typeof typedThrottle;
 declare export var _cancel: typeof typedCancel;
+declare export var _actionChannel: typeof typedActionChannel;
 declare export var _delay: typeof typedDelay;
 export type Saga<T> = _Saga<T>;
diff --git a/frontend/javascripts/oxalis/model/sagas/root_saga.js b/frontend/javascripts/oxalis/model/sagas/root_saga.js
index d0e2ade5ac3..a8886d2dfae 100644
--- a/frontend/javascripts/oxalis/model/sagas/root_saga.js
+++ b/frontend/javascripts/oxalis/model/sagas/root_saga.js
@@ -28,14 +28,20 @@ import watchPushSettingsAsync from "oxalis/model/sagas/settings_saga";
 import watchTasksAsync, { warnAboutMagRestriction } from "oxalis/model/sagas/task_saga";
 import loadHistogramData from "oxalis/model/sagas/load_histogram_data_saga";
 
+let rootSagaCrashed = false;
 export default function* rootSaga(): Saga<void> {
   while (true) {
+    rootSagaCrashed = false;
     const task = yield* fork(restartableSaga);
     yield* take("RESTART_SAGA");
     yield _cancel(task);
   }
 }
 
+export function hasRootSagaCrashed() {
+  return rootSagaCrashed;
+}
+
 function* restartableSaga(): Saga<void> {
   try {
     yield _all([
@@ -59,13 +65,16 @@ function* restartableSaga(): Saga<void> {
       _call(watchMaximumRenderableLayers),
     ]);
   } catch (err) {
+    rootSagaCrashed = true;
     console.error("The sagas crashed because of the following error:", err);
-    ErrorHandling.notify(err, {});
-    toggleErrorHighlighting(true);
-    alert(`\
+    if (process.env.BABEL_ENV !== "test") {
+      ErrorHandling.notify(err, {});
+      toggleErrorHighlighting(true);
+      alert(`\
 Internal error.
 Please reload the page to avoid losing data.
 
 ${JSON.stringify(err)} ${err.stack || ""}`);
+    }
   }
 }
diff --git a/frontend/javascripts/oxalis/model/sagas/save_saga.js b/frontend/javascripts/oxalis/model/sagas/save_saga.js
index 41b49b4525e..b2772322f30 100644
--- a/frontend/javascripts/oxalis/model/sagas/save_saga.js
+++ b/frontend/javascripts/oxalis/model/sagas/save_saga.js
@@ -6,6 +6,7 @@
 import { type Saga, type Task } from "redux-saga";
 import Maybe from "data.maybe";
 
+import type { Action } from "oxalis/model/actions/actions";
 import { FlycamActions } from "oxalis/model/actions/flycam_actions";
 import {
   PUSH_THROTTLE_TIME,
@@ -14,8 +15,27 @@ import {
   UNDO_HISTORY_SIZE,
   maximumActionCountPerSave,
 } from "oxalis/model/sagas/save_saga_constants";
+import {
+  SkeletonTracingSaveRelevantActions,
+  type SkeletonTracingAction,
+  setTracingAction,
+  centerActiveNodeAction,
+} from "oxalis/model/actions/skeletontracing_actions";
 import type { Tracing, SkeletonTracing, Flycam, SaveQueueEntry, CameraData } from "oxalis/store";
+import createProgressCallback from "libs/progress_callback";
+import { setBusyBlockingInfoAction } from "oxalis/model/actions/ui_actions";
+import {
+  type UndoAction,
+  type RedoAction,
+  shiftSaveQueueAction,
+  setSaveBusyAction,
+  setLastSaveTimestampAction,
+  pushSaveQueueTransaction,
+  setVersionNumberAction,
+} from "oxalis/model/actions/save_actions";
 import { type UpdateAction, updateTdCamera } from "oxalis/model/sagas/update_actions";
+import type { Vector4 } from "oxalis/constants";
+import { ViewModeSaveRelevantActions } from "oxalis/model/actions/view_mode_actions";
 import {
   VolumeTracingSaveRelevantActions,
   type AddBucketToUndoAction,
@@ -35,43 +55,29 @@ import {
   select,
   join,
   fork,
+  _actionChannel,
 } from "oxalis/model/sagas/effect-generators";
 import {
-  SkeletonTracingSaveRelevantActions,
-  type SkeletonTracingAction,
-  setTracingAction,
-  centerActiveNodeAction,
-} from "oxalis/model/actions/skeletontracing_actions";
-import { ViewModeSaveRelevantActions } from "oxalis/model/actions/view_mode_actions";
-import type { Action } from "oxalis/model/actions/actions";
+  bucketsAlreadyInUndoState,
+  type BucketDataArray,
+} from "oxalis/model/bucket_data_handling/bucket";
+import { createWorker } from "oxalis/workers/comlink_wrapper";
 import { diffSkeletonTracing } from "oxalis/model/sagas/skeletontracing_saga";
 import { diffVolumeTracing } from "oxalis/model/sagas/volumetracing_saga";
 import { doWithToken } from "admin/admin_rest_api";
-import {
-  type UndoAction,
-  type RedoAction,
-  shiftSaveQueueAction,
-  setSaveBusyAction,
-  setLastSaveTimestampAction,
-  pushSaveQueueTransaction,
-  setVersionNumberAction,
-} from "oxalis/model/actions/save_actions";
-import Model from "oxalis/model";
+import { getResolutionInfoOfSegmentationTracingLayer } from "oxalis/model/accessors/dataset_accessor";
+import { globalPositionToBucketPosition } from "oxalis/model/helpers/position_converter";
 import Date from "libs/date";
+import ErrorHandling from "libs/error_handling";
+import Model from "oxalis/model";
 import Request, { type RequestOptionsWithData } from "libs/request";
 import Toast from "libs/toast";
 import compactSaveQueue from "oxalis/model/helpers/compaction/compact_save_queue";
 import compactUpdateActions from "oxalis/model/helpers/compaction/compact_update_actions";
+import compressLz4Block from "oxalis/workers/byte_array_lz4_compression.worker";
 import messages from "messages";
 import window, { alert, document, location } from "libs/window";
-import ErrorHandling from "libs/error_handling";
-import type { Vector4 } from "oxalis/constants";
-import compressLz4Block from "oxalis/workers/byte_array_lz4_compression.worker";
-import { createWorker } from "oxalis/workers/comlink_wrapper";
-import {
-  bucketsAlreadyInUndoState,
-  type BucketDataArray,
-} from "oxalis/model/bucket_data_handling/bucket";
+
 import { enforceSkeletonTracing } from "../accessors/skeletontracing_accessor";
 
 const byteArrayToLz4Array = createWorker(compressLz4Block);
@@ -88,15 +94,52 @@ type VolumeUndoState = { type: "volume", data: VolumeAnnotationBatch };
 type WarnUndoState = { type: "warning", reason: string };
 type UndoState = SkeletonUndoState | VolumeUndoState | WarnUndoState;
 
-type racedActionsNeededForUndoRedo = {
-  skeletonUserAction: ?SkeletonTracingAction,
-  addBucketToUndoAction: ?AddBucketToUndoAction,
-  finishAnnotationStrokeAction: ?FinishAnnotationStrokeAction,
-  importVolumeTracingAction: ?ImportVolumeTracingAction,
-  undo: ?UndoAction,
-  redo: ?RedoAction,
+type RelevantActionsForUndoRedo = {
+  skeletonUserAction?: SkeletonTracingAction,
+  addBucketToUndoAction?: AddBucketToUndoAction,
+  finishAnnotationStrokeAction?: FinishAnnotationStrokeAction,
+  importVolumeTracingAction?: ImportVolumeTracingAction,
+  undo?: UndoAction,
+  redo?: RedoAction,
 };
 
+function unpackRelevantActionForUndo(action): RelevantActionsForUndoRedo {
+  if (action.type === "ADD_BUCKET_TO_UNDO") {
+    return {
+      addBucketToUndoAction: action,
+    };
+  }
+
+  if (action.type === "FINISH_ANNOTATION_STROKE") {
+    return {
+      finishAnnotationStrokeAction: action,
+    };
+  }
+  if (action.type === "IMPORT_VOLUMETRACING") {
+    return {
+      importTracingAction: action,
+    };
+  }
+  if (action.type === "UNDO") {
+    return {
+      undo: action,
+    };
+  }
+  if (action.type === "REDO") {
+    return {
+      redo: action,
+    };
+  }
+
+  if (SkeletonTracingSaveRelevantActions.includes(action.type)) {
+    return {
+      skeletonUserAction: ((action: any): SkeletonTracingAction),
+    };
+  }
+
+  throw new Error("Could not unpack redux action from channel");
+}
+
 export function* collectUndoStates(): Saga<void> {
   const undoStack: Array<UndoState> = [];
   const redoStack: Array<UndoState> = [];
@@ -107,7 +150,18 @@ export function* collectUndoStates(): Saga<void> {
 
   yield* take(["INITIALIZE_SKELETONTRACING", "INITIALIZE_VOLUMETRACING"]);
   prevSkeletonTracingOrNull = yield* select(state => state.tracing.skeleton);
+
+  const actionChannel = yield _actionChannel([
+    ...SkeletonTracingSaveRelevantActions,
+    "ADD_BUCKET_TO_UNDO",
+    "FINISH_ANNOTATION_STROKE",
+    "IMPORT_VOLUMETRACING",
+    "UNDO",
+    "REDO",
+  ]);
   while (true) {
+    const currentAction = yield* take(actionChannel);
+
     const {
       skeletonUserAction,
       addBucketToUndoAction,
@@ -115,14 +169,8 @@ export function* collectUndoStates(): Saga<void> {
       importVolumeTracingAction,
       undo,
       redo,
-    } = ((yield* race({
-      skeletonUserAction: _take(SkeletonTracingSaveRelevantActions),
-      addBucketToUndoAction: _take("ADD_BUCKET_TO_UNDO"),
-      finishAnnotationStrokeAction: _take("FINISH_ANNOTATION_STROKE"),
-      importTracingAction: _take("IMPORT_VOLUMETRACING"),
-      undo: _take("UNDO"),
-      redo: _take("REDO"),
-    }): any): racedActionsNeededForUndoRedo);
+    } = unpackRelevantActionForUndo(currentAction);
+
     if (skeletonUserAction || addBucketToUndoAction || finishAnnotationStrokeAction) {
       let shouldClearRedoState =
         addBucketToUndoAction != null || finishAnnotationStrokeAction != null;
@@ -142,7 +190,7 @@ export function* collectUndoStates(): Saga<void> {
         const { zoomedBucketAddress, bucketData, maybeBucketLoadedPromise } = addBucketToUndoAction;
         pendingCompressions.push(
           yield* fork(
-            compressBucketAndAddToUndoBatch,
+            compressBucketAndAppendTo,
             zoomedBucketAddress,
             bucketData,
             maybeBucketLoadedPromise,
@@ -173,24 +221,20 @@ export function* collectUndoStates(): Saga<void> {
       if (undoStack.length > 0 && undoStack[undoStack.length - 1].type === "skeleton") {
         previousAction = null;
       }
-      yield* call(
-        applyStateOfStack,
-        undoStack,
-        redoStack,
-        prevSkeletonTracingOrNull,
-        messages["undo.no_undo"],
-      );
+      yield* call(applyStateOfStack, undoStack, redoStack, prevSkeletonTracingOrNull, "undo");
+      if (undo.callback != null) {
+        undo.callback();
+      }
+      yield* put(setBusyBlockingInfoAction(false));
     } else if (redo) {
       if (redoStack.length > 0 && redoStack[redoStack.length - 1].type === "skeleton") {
         previousAction = null;
       }
-      yield* call(
-        applyStateOfStack,
-        redoStack,
-        undoStack,
-        prevSkeletonTracingOrNull,
-        messages["undo.no_redo"],
-      );
+      yield* call(applyStateOfStack, redoStack, undoStack, prevSkeletonTracingOrNull, "redo");
+      if (redo.callback != null) {
+        redo.callback();
+      }
+      yield* put(setBusyBlockingInfoAction(false));
     }
     // We need the updated tracing here
     prevSkeletonTracingOrNull = yield* select(state => state.tracing.skeleton);
@@ -211,12 +255,16 @@ function* getSkeletonTracingToUndoState(
   return null;
 }
 
-function* compressBucketAndAddToUndoBatch(
+function* compressBucketAndAppendTo(
   zoomedBucketAddress: Vector4,
   bucketData: BucketDataArray,
   maybeBucketLoadedPromise: MaybeBucketLoadedPromise,
   undoBatch: VolumeAnnotationBatch,
 ): Saga<void> {
+  // The given bucket data is compressed, wrapped into a UndoBucket instance
+  // and appended to the passed VolumeAnnotationBatch.
+  // If backend data is being downloaded (MaybeBucketLoadedPromise exists),
+  // the backend data will also be compressed and attached to the UndoBucket.
   const bucketDataAsByteArray = new Uint8Array(
     bucketData.buffer,
     bucketData.byteOffset,
@@ -270,12 +318,24 @@ function* applyStateOfStack(
   sourceStack: Array<UndoState>,
   stackToPushTo: Array<UndoState>,
   prevSkeletonTracingOrNull: ?SkeletonTracing,
-  warningMessage: string,
+  direction: "undo" | "redo",
 ): Saga<void> {
   if (sourceStack.length <= 0) {
+    const warningMessage =
+      direction === "undo" ? messages["undo.no_undo"] : messages["undo.no_redo"];
+
     Toast.info(warningMessage);
     return;
   }
+
+  const busyBlockingInfo = yield* select(state => state.uiInformation.busyBlockingInfo);
+  if (busyBlockingInfo.isBusy) {
+    console.warn(`Ignoring ${direction} request (reason: ${busyBlockingInfo.reason || "null"})`);
+    return;
+  }
+
+  yield* put(setBusyBlockingInfoAction(true, `${direction} is being performed.`));
+
   const stateToRestore = sourceStack.pop();
   if (stateToRestore.type === "skeleton") {
     if (prevSkeletonTracingOrNull != null) {
@@ -293,9 +353,20 @@ function* applyStateOfStack(
       sourceStack.push(stateToRestore);
       return;
     }
+
+    // Show progress information when undoing/redoing volume operations
+    // since this can take some time (as data has to be downloaded
+    // potentially).
+    const progressCallback = createProgressCallback({
+      pauseDelay: 100,
+      successMessageDelay: 2000,
+    });
+    yield* call(progressCallback, false, `Performing ${direction}...`);
+
     const volumeBatchToApply = stateToRestore.data;
     const currentVolumeState = yield* call(applyAndGetRevertingVolumeBatch, volumeBatchToApply);
     stackToPushTo.push(currentVolumeState);
+    yield* call(progressCallback, true, `Finished ${direction}...`);
   } else if (stateToRestore.type === "warning") {
     Toast.info(stateToRestore.reason);
   }
@@ -313,6 +384,9 @@ function mergeDataWithBackendDataInPlace(
 function* applyAndGetRevertingVolumeBatch(
   volumeAnnotationBatch: VolumeAnnotationBatch,
 ): Saga<VolumeUndoState> {
+  // Applies a VolumeAnnotationBatch and returns a VolumeUndoState (which simply wraps
+  // another VolumeAnnotationBatch) for reverting the undo operation.
+
   const segmentationLayer = Model.getSegmentationTracingLayer();
   if (!segmentationLayer) {
     throw new Error("Undoing a volume annotation but no volume layer exists.");
@@ -330,27 +404,46 @@ function* applyAndGetRevertingVolumeBatch(
     if (bucket.type === "null") {
       continue;
     }
-    const bucketData = bucket.getData();
-    if (compressedBackendData != null) {
-      // If the backend data for the bucket has been fetched in the meantime,
-      // we can first merge the data with the current data and then add this to the undo batch.
-      const decompressedBackendData = yield* call(
-        byteArrayToLz4Array,
-        compressedBackendData,
-        false,
-      );
-      if (decompressedBackendData) {
-        mergeDataWithBackendDataInPlace(bucketData, decompressedBackendData);
+
+    // Prepare a snapshot of the bucket's current data so that it can be
+    // saved in an VolumeUndoState.
+    let bucketData = null;
+    if (bucket.hasData()) {
+      // The bucket's data is currently available.
+      bucketData = bucket.getData();
+      if (compressedBackendData != null) {
+        // If the backend data for the bucket has been fetched in the meantime,
+        // we can first merge the data with the current data and then add this to the undo batch.
+        const decompressedBackendData = yield* call(
+          byteArrayToLz4Array,
+          compressedBackendData,
+          false,
+        );
+        if (decompressedBackendData) {
+          mergeDataWithBackendDataInPlace(bucketData, decompressedBackendData);
+        }
+        maybeBucketLoadedPromise = null;
       }
-      maybeBucketLoadedPromise = null;
+    } else {
+      // The bucket's data is not available, since it was gc'ed in the meantime (which
+      // means its state must have been persisted to the server). Thus, it's enough to
+      // persist an essentially empty data array (which is created by getOrCreateData)
+      // and passing maybeBucketLoadedPromise around so that
+      // the back-end data is fetched upon undo/redo.
+      bucketData = bucket.getOrCreateData().data;
+      maybeBucketLoadedPromise = bucket.maybeBucketLoadedPromise;
     }
+
+    // Append the compressed snapshot to allCompressedBucketsOfCurrentState.
     yield* call(
-      compressBucketAndAddToUndoBatch,
+      compressBucketAndAppendTo,
       zoomedBucketAddress,
       bucketData,
       maybeBucketLoadedPromise,
       allCompressedBucketsOfCurrentState,
     );
+
+    // Decompress the bucket data which should be applied.
     let decompressedBucketData = null;
     if (compressedBackendData != null) {
       let decompressedBackendData;
@@ -370,6 +463,7 @@ function* applyAndGetRevertingVolumeBatch(
     }
   }
   cube.triggerPushQueue();
+
   return {
     type: "volume",
     data: allCompressedBucketsOfCurrentState,
@@ -480,6 +574,7 @@ export function* sendRequestToServer(tracingType: "skeleton" | "volume"): Saga<v
       yield* put(setVersionNumberAction(version + compactedSaveQueue.length, tracingType));
       yield* put(setLastSaveTimestampAction(tracingType));
       yield* put(shiftSaveQueueAction(saveQueue.length, tracingType));
+      yield _call(markBucketsAsNotDirty, compactedSaveQueue);
       yield* call(toggleErrorHighlighting, false);
       return;
     } catch (error) {
@@ -513,6 +608,34 @@ export function* sendRequestToServer(tracingType: "skeleton" | "volume"): Saga<v
   }
 }
 
+function* markBucketsAsNotDirty(saveQueue: Array<SaveQueueEntry>) {
+  const segmentationLayer = Model.getSegmentationTracingLayer();
+  const dataset = yield* select(state => state.dataset);
+  const segmentationResolutionInfo = getResolutionInfoOfSegmentationTracingLayer(dataset);
+  if (segmentationLayer != null) {
+    for (const saveEntry of saveQueue) {
+      for (const updateAction of saveEntry.actions) {
+        if (updateAction.name === "updateBucket") {
+          const { position, zoomStep } = updateAction.value;
+          const zoomedBucketAddress = globalPositionToBucketPosition(
+            position,
+            segmentationResolutionInfo.getDenseResolutions(),
+            zoomStep,
+          );
+          const bucket = segmentationLayer.cube.getOrCreateBucket(zoomedBucketAddress);
+          if (bucket.type === "null") {
+            continue;
+          }
+          bucket.dirtyCount--;
+          if (bucket.dirtyCount === 0) {
+            bucket.markAsPushed();
+          }
+        }
+      }
+    }
+  }
+}
+
 export function toggleErrorHighlighting(state: boolean): void {
   if (document.body != null) {
     document.body.classList.toggle("save-error", state);
diff --git a/frontend/javascripts/oxalis/model/sagas/volumetracing_saga.js b/frontend/javascripts/oxalis/model/sagas/volumetracing_saga.js
index 31ac0e6752a..0bdc5fc7373 100644
--- a/frontend/javascripts/oxalis/model/sagas/volumetracing_saga.js
+++ b/frontend/javascripts/oxalis/model/sagas/volumetracing_saga.js
@@ -1,22 +1,26 @@
 // @flow
 import _ from "lodash";
 
+import React from "react";
+import { message } from "antd";
+import * as Utils from "libs/utils";
 import {
   type CopySegmentationLayerAction,
   updateDirectionAction,
   finishAnnotationStrokeAction,
 } from "oxalis/model/actions/volumetracing_actions";
+import { addUserBoundingBoxesAction } from "oxalis/model/actions/annotation_actions";
+import { getSomeTracing } from "oxalis/model/accessors/tracing_accessor";
 import {
   type Saga,
-  _take,
   _takeEvery,
   _takeLeading,
   call,
   fork,
   put,
-  race,
   select,
   take,
+  _actionChannel,
 } from "oxalis/model/sagas/effect-generators";
 import {
   type UpdateAction,
@@ -36,20 +40,23 @@ import {
   getRotation,
   getRequestLogZoomStep,
 } from "oxalis/model/accessors/flycam_accessor";
+import createProgressCallback from "libs/progress_callback";
 import {
   getResolutionInfoOfSegmentationTracingLayer,
   ResolutionInfo,
   getRenderableResolutionForSegmentationTracing,
+  getBoundaries,
 } from "oxalis/model/accessors/dataset_accessor";
 import {
   isVolumeDrawingTool,
   isBrushTool,
   isTraceTool,
 } from "oxalis/model/accessors/tool_accessor";
-import { setToolAction } from "oxalis/model/actions/ui_actions";
+import { setToolAction, setBusyBlockingInfoAction } from "oxalis/model/actions/ui_actions";
 import { zoomedPositionToZoomedAddress } from "oxalis/model/helpers/position_converter";
 import BoundingBox from "oxalis/model/bucket_data_handling/bounding_box";
 import Constants, {
+  Unicode,
   type BoundingBoxType,
   type ContourMode,
   type OverwriteMode,
@@ -57,10 +64,10 @@ import Constants, {
   OverwriteModeEnum,
   type OrthoView,
   type AnnotationTool,
-  type Vector2,
   type Vector3,
   AnnotationToolEnum,
   type LabeledVoxelsMap,
+  FillModeEnum,
 } from "oxalis/constants";
 import type DataCube from "oxalis/model/bucket_data_handling/data_cube";
 import DataLayer from "oxalis/model/data_layer";
@@ -101,7 +108,7 @@ function* warnOfTooLowOpacity(): Saga<void> {
   }
 }
 
-export function* editVolumeLayerAsync(): Generator<any, any, any> {
+export function* editVolumeLayerAsync(): Saga<any> {
   yield* take("INITIALIZE_VOLUMETRACING");
   const allowUpdate = yield* select(state => state.tracing.restrictions.allowUpdate);
 
@@ -155,11 +162,14 @@ export function* editVolumeLayerAsync(): Generator<any, any, any> {
     }
 
     let lastPosition = startEditingAction.position;
+
+    const actionChannel = yield _actionChannel(["ADD_TO_LAYER", "FINISH_EDITING"]);
     while (true) {
-      const { addToLayerAction, finishEditingAction } = yield* race({
-        addToLayerAction: _take("ADD_TO_LAYER"),
-        finishEditingAction: _take("FINISH_EDITING"),
-      });
+      const currentAction = yield* take(actionChannel);
+      const { addToLayerAction, finishEditingAction } = {
+        addToLayerAction: currentAction.type === "ADD_TO_LAYER" ? currentAction : null,
+        finishEditingAction: currentAction.type === "FINISH_EDITING" ? currentAction : null,
+      };
 
       if (finishEditingAction) break;
 
@@ -214,21 +224,31 @@ export function* editVolumeLayerAsync(): Generator<any, any, any> {
   }
 }
 
-function* getBoundingsFromPosition(
+function* getBoundingBoxForFloodFill(
+  position: Vector3,
   currentViewport: OrthoView,
-  numberOfSlices: number,
 ): Saga<BoundingBoxType> {
-  const position = yield* select(state => getFlooredPosition(state.flycam));
-  const halfViewportExtents = yield* call(getHalfViewportExtents, currentViewport);
-  const halfViewportExtentsUVW = Dimensions.transDim([...halfViewportExtents, 0], currentViewport);
-  const thirdDimension = Dimensions.thirdDimensionForPlane(currentViewport);
+  const fillMode = yield* select(state => state.userConfiguration.fillMode);
+  const halfBoundingBoxSizeUVW = V3.scale(Constants.FLOOD_FILL_EXTENTS[fillMode], 0.5);
   const currentViewportBounding = {
-    min: V3.sub(position, halfViewportExtentsUVW),
-    max: V3.add(position, halfViewportExtentsUVW),
+    min: V3.sub(position, halfBoundingBoxSizeUVW),
+    max: V3.add(position, halfBoundingBoxSizeUVW),
   };
-  currentViewportBounding.max[thirdDimension] =
-    currentViewportBounding.min[thirdDimension] + numberOfSlices;
-  return currentViewportBounding;
+
+  if (fillMode === FillModeEnum._2D) {
+    // Only use current plane
+    const thirdDimension = Dimensions.thirdDimensionForPlane(currentViewport);
+    const numberOfSlices = 1;
+    currentViewportBounding.min[thirdDimension] = position[thirdDimension];
+    currentViewportBounding.max[thirdDimension] = position[thirdDimension] + numberOfSlices;
+  }
+
+  const { lowerBoundary, upperBoundary } = yield* select(state => getBoundaries(state.dataset));
+  const { min: clippedMin, max: clippedMax } = new BoundingBox(
+    currentViewportBounding,
+  ).intersectedWith(new BoundingBox({ min: lowerBoundary, max: upperBoundary }));
+
+  return { min: clippedMin, max: clippedMax };
 }
 
 function* createVolumeLayer(planeId: OrthoView, labeledResolution: Vector3): Saga<VolumeLayer> {
@@ -458,6 +478,7 @@ function* copySegmentationLayer(action: CopySegmentationLayerAction): Saga<void>
   yield* put(finishAnnotationStrokeAction());
 }
 
+const FLOODFILL_PROGRESS_KEY = "FLOODFILL_PROGRESS_KEY";
 export function* floodFill(): Saga<void> {
   yield* take("INITIALIZE_VOLUMETRACING");
   const allowUpdate = yield* select(state => state.tracing.restrictions.allowUpdate);
@@ -467,10 +488,11 @@ export function* floodFill(): Saga<void> {
     if (floodFillAction.type !== "FLOOD_FILL") {
       throw new Error("Unexpected action. Satisfy flow.");
     }
-    const { position, planeId } = floodFillAction;
+
+    const { position: positionFloat, planeId } = floodFillAction;
     const segmentationLayer = Model.getEnforcedSegmentationTracingLayer();
     const { cube } = segmentationLayer;
-    const seedVoxel = Dimensions.roundCoordinate(position);
+    const seedPosition = Dimensions.roundCoordinate(positionFloat);
     const activeCellId = yield* select(state => enforceVolumeTracing(state.tracing).activeCellId);
     const dimensionIndices = Dimensions.getIndices(planeId);
     const requestedZoomStep = yield* select(state => getRequestLogZoomStep(state));
@@ -478,51 +500,128 @@ export function* floodFill(): Saga<void> {
       getResolutionInfoOfSegmentationTracingLayer(state.dataset),
     );
     const labeledZoomStep = resolutionInfo.getClosestExistingIndex(requestedZoomStep);
+    const oldSegmentIdAtSeed = cube.getDataValue(seedPosition, null, labeledZoomStep);
 
-    const labeledResolution = resolutionInfo.getResolutionByIndexOrThrow(labeledZoomStep);
-    // The floodfill and applyVoxelMap methods iterate within the bucket.
-    // Thus thirdDimensionValue must also be within the initial bucket in the correct resolution.
-    const thirdDimensionValue =
-      Math.floor(seedVoxel[dimensionIndices[2]] / labeledResolution[dimensionIndices[2]]) %
-      Constants.BUCKET_WIDTH;
-    const get3DAddress = (voxel: Vector2) => {
-      const unorderedVoxelWithThirdDimension = [voxel[0], voxel[1], thirdDimensionValue];
-      const orderedVoxelWithThirdDimension = [
-        unorderedVoxelWithThirdDimension[dimensionIndices[0]],
-        unorderedVoxelWithThirdDimension[dimensionIndices[1]],
-        unorderedVoxelWithThirdDimension[dimensionIndices[2]],
-      ];
-      return orderedVoxelWithThirdDimension;
-    };
-    const get2DAddress = (voxel: Vector3): Vector2 => [
-      voxel[dimensionIndices[0]],
-      voxel[dimensionIndices[1]],
-    ];
-    const currentViewportBounding = yield* call(getBoundingsFromPosition, planeId, 1);
-    const labeledVoxelMapFromFloodFill = cube.floodFill(
-      seedVoxel,
+    if (activeCellId === oldSegmentIdAtSeed) {
+      Toast.warning("The clicked voxel's id is already equal to the active segment id.");
+      continue;
+    }
+
+    const busyBlockingInfo = yield* select(state => state.uiInformation.busyBlockingInfo);
+    if (busyBlockingInfo.isBusy) {
+      console.warn(`Ignoring floodfill request (reason: ${busyBlockingInfo.reason || "unknown"})`);
+      continue;
+    }
+
+    yield* put(setBusyBlockingInfoAction(true, "Floodfill is being computed."));
+
+    const currentViewportBounding = yield* call(getBoundingBoxForFloodFill, seedPosition, planeId);
+
+    const progressCallback = createProgressCallback({
+      pauseDelay: 200,
+      successMessageDelay: 2000,
+      // Since only one floodfill operation can be active at any time,
+      // a hardcoded key is sufficient.
+      key: "FLOODFILL_PROGRESS_KEY",
+    });
+    yield* call(progressCallback, false, "Performing floodfill...");
+
+    console.time("cube.floodFill");
+
+    const fillMode = yield* select(state => state.userConfiguration.fillMode);
+    const {
+      bucketsWithLabeledVoxelsMap: labelMasksByBucketAndW,
+      wasBoundingBoxExceeded,
+      coveredBoundingBox,
+    } = yield* call(
+      [cube, cube.floodFill],
+      seedPosition,
       activeCellId,
-      get3DAddress,
-      get2DAddress,
       dimensionIndices,
       currentViewportBounding,
       labeledZoomStep,
+      progressCallback,
+      fillMode === FillModeEnum._3D,
     );
-    if (labeledVoxelMapFromFloodFill == null) {
-      continue;
+    console.timeEnd("cube.floodFill");
+
+    yield* call(progressCallback, false, "Finalizing floodfill...");
+
+    const indexSet = new Set();
+    for (const labelMaskByIndex of labelMasksByBucketAndW.values()) {
+      for (const zIndex of labelMaskByIndex.keys()) {
+        indexSet.add(zIndex);
+      }
+    }
+    console.time("applyLabeledVoxelMapToAllMissingResolutions");
+    for (const indexZ of indexSet) {
+      const labeledVoxelMapFromFloodFill = new Map();
+      for (const [bucketAddress, labelMaskByIndex] of labelMasksByBucketAndW.entries()) {
+        const map = labelMaskByIndex.get(indexZ);
+        if (map != null) {
+          labeledVoxelMapFromFloodFill.set(bucketAddress, map);
+        }
+      }
+
+      applyLabeledVoxelMapToAllMissingResolutions(
+        labeledVoxelMapFromFloodFill,
+        labeledZoomStep,
+        dimensionIndices,
+        resolutionInfo,
+        cube,
+        activeCellId,
+        indexZ,
+        true,
+      );
     }
-    applyLabeledVoxelMapToAllMissingResolutions(
-      labeledVoxelMapFromFloodFill,
-      labeledZoomStep,
-      dimensionIndices,
-      resolutionInfo,
-      cube,
-      activeCellId,
-      seedVoxel[dimensionIndices[2]],
-      true,
-    );
     yield* put(finishAnnotationStrokeAction());
+    console.timeEnd("applyLabeledVoxelMapToAllMissingResolutions");
+
+    if (wasBoundingBoxExceeded) {
+      yield* call(
+        progressCallback,
+        true,
+        <>
+          Floodfill is done, but terminated since the labeled volume got too large. A bounding box
+          <br />
+          that represents the labeled volume was added.{Unicode.NonBreakingSpace}
+          <a href="#" onClick={() => message.destroy(FLOODFILL_PROGRESS_KEY)}>
+            Close
+          </a>
+        </>,
+        {
+          successMessageDelay: 10000,
+        },
+      );
+
+      const userBoundingBoxes = yield* select(
+        state => getSomeTracing(state.tracing).userBoundingBoxes,
+      );
+      const highestBoundingBoxId = Math.max(-1, ...userBoundingBoxes.map(bb => bb.id));
+      const boundingBoxId = highestBoundingBoxId + 1;
+
+      yield* put(
+        addUserBoundingBoxesAction([
+          {
+            id: boundingBoxId,
+            boundingBox: coveredBoundingBox,
+            name: `Limits of flood-fill (source_id=${oldSegmentIdAtSeed}, target_id=${activeCellId}, seed=${seedPosition.join(
+              ",",
+            )}, timestamp=${new Date().getTime()})`,
+            color: Utils.getRandomColor(),
+            isVisible: true,
+          },
+        ]),
+      );
+    } else {
+      yield* call(progressCallback, true, "Floodfill done.");
+    }
+
     cube.triggerPushQueue();
+    yield* put(setBusyBlockingInfoAction(false));
+    if (floodFillAction.callback != null) {
+      floodFillAction.callback();
+    }
   }
 }
 
diff --git a/frontend/javascripts/oxalis/model/volumetracing/volume_annotation_sampling.js b/frontend/javascripts/oxalis/model/volumetracing/volume_annotation_sampling.js
index deb23354120..3d6a91becc4 100644
--- a/frontend/javascripts/oxalis/model/volumetracing/volume_annotation_sampling.js
+++ b/frontend/javascripts/oxalis/model/volumetracing/volume_annotation_sampling.js
@@ -152,7 +152,7 @@ function downsampleVoxelMap(
   // are downsampled to the lower resolution bucket. The downsampling uses a kernel to skip
   // checking whether to label a downsampled voxel if already one labeled voxel matching the downsampled voxel is found.
   if (targetZoomStep <= sourceZoomStep) {
-    throw new Error("Trying to upsample a LabeledVoxelMap with the down sample function.");
+    throw new Error("Trying to upsample a LabeledVoxelMap with the downsample function.");
   }
   const labeledVoxelMapInTargetResolution: LabeledVoxelsMap = new Map();
   const scaleToSource = map3((val, index) => val / sourceResolution[index], targetResolution);
diff --git a/frontend/javascripts/oxalis/model/volumetracing/volumelayer.js b/frontend/javascripts/oxalis/model/volumetracing/volumelayer.js
index ed21ea7530b..3edd2b9c7be 100644
--- a/frontend/javascripts/oxalis/model/volumetracing/volumelayer.js
+++ b/frontend/javascripts/oxalis/model/volumetracing/volumelayer.js
@@ -68,31 +68,50 @@ export class VoxelBuffer2D {
   }
 }
 
-export class VoxelNeighborStack2D {
-  stack: Array<Vector2>;
+export class VoxelNeighborQueue3D {
+  queue: Array<Vector3>;
 
-  constructor(initialPosition: Vector2) {
-    this.stack = [initialPosition];
+  constructor(initialPosition: Vector3) {
+    this.queue = [initialPosition];
   }
 
-  pushVoxel(newVoxel: Vector2) {
-    return this.stack.push(newVoxel);
+  pushVoxel(newVoxel: Vector3) {
+    return this.queue.push(newVoxel);
   }
 
   isEmpty(): boolean {
-    return this.stack.length === 0;
+    return this.queue.length === 0;
   }
 
-  popVoxelAndGetNeighbors(): Array<Vector2> {
+  getVoxelAndGetNeighbors(): Array<Vector3> {
     if (this.isEmpty()) {
       return [];
     }
-    const currentVoxel = this.stack.pop();
+    const currentVoxel = this.queue.shift();
+    // 6-neighborhood in 3D
     return [
-      [currentVoxel[0] + 1, currentVoxel[1]],
-      [currentVoxel[0] - 1, currentVoxel[1]],
-      [currentVoxel[0], currentVoxel[1] + 1],
-      [currentVoxel[0], currentVoxel[1] - 1],
+      [currentVoxel[0] + 1, currentVoxel[1], currentVoxel[2]],
+      [currentVoxel[0] - 1, currentVoxel[1], currentVoxel[2]],
+      [currentVoxel[0], currentVoxel[1] + 1, currentVoxel[2]],
+      [currentVoxel[0], currentVoxel[1] - 1, currentVoxel[2]],
+      [currentVoxel[0], currentVoxel[1], currentVoxel[2] + 1],
+      [currentVoxel[0], currentVoxel[1], currentVoxel[2] - 1],
+    ];
+  }
+}
+
+export class VoxelNeighborQueue2D extends VoxelNeighborQueue3D {
+  getVoxelAndGetNeighbors(): Array<Vector3> {
+    if (this.isEmpty()) {
+      return [];
+    }
+    const currentVoxel = this.queue.shift();
+    // 4-neighborhood in 2D
+    return [
+      [currentVoxel[0] + 1, currentVoxel[1], currentVoxel[2]],
+      [currentVoxel[0] - 1, currentVoxel[1], currentVoxel[2]],
+      [currentVoxel[0], currentVoxel[1] + 1, currentVoxel[2]],
+      [currentVoxel[0], currentVoxel[1] - 1, currentVoxel[2]],
     ];
   }
 }
diff --git a/frontend/javascripts/oxalis/model_initialization.js b/frontend/javascripts/oxalis/model_initialization.js
index 4727db1a9a5..c46cbf0a324 100644
--- a/frontend/javascripts/oxalis/model_initialization.js
+++ b/frontend/javascripts/oxalis/model_initialization.js
@@ -396,7 +396,9 @@ function initializeDataLayerInstances(
     maximumTextureCountForLayer,
   } = validateSpecsForLayers(dataset, requiredBucketCapacity);
 
-  console.log("Supporting", smallestCommonBucketCapacity, "buckets");
+  if (process.env.BABEL_ENV !== "test") {
+    console.log("Supporting", smallestCommonBucketCapacity, "buckets");
+  }
 
   const connectionInfo = new ConnectionInfo();
   const layers = dataset.dataSource.dataLayers;
diff --git a/frontend/javascripts/oxalis/store.js b/frontend/javascripts/oxalis/store.js
index 951b34f6d9c..c74fd89453f 100644
--- a/frontend/javascripts/oxalis/store.js
+++ b/frontend/javascripts/oxalis/store.js
@@ -34,6 +34,7 @@ import {
   type BoundingBoxType,
   type ContourMode,
   type OverwriteMode,
+  type FillMode,
   type ControlMode,
   ControlModeEnum,
   type TDViewDisplayMode,
@@ -314,6 +315,7 @@ export type UserConfiguration = {|
   // For volume (and hybrid) annotations, this mode specifies
   // how volume annotations overwrite existing voxels.
   +overwriteMode: OverwriteMode,
+  +fillMode: FillMode,
   +useLegacyBindings: boolean,
 |};
 
@@ -455,6 +457,11 @@ export type BorderOpenStatus = {
 
 export type Theme = "light" | "dark";
 
+export type BusyBlockingInfo = {
+  isBusy: boolean,
+  reason?: string,
+};
+
 type UiInformation = {
   +showDropzoneModal: boolean,
   +activeTool: AnnotationTool,
@@ -465,6 +472,7 @@ type UiInformation = {
   +hasOrganizations: boolean,
   +borderOpenStatus: BorderOpenStatus,
   +theme: Theme,
+  +busyBlockingInfo: BusyBlockingInfo,
 };
 
 export type IsosurfaceInformation = {|
diff --git a/frontend/javascripts/oxalis/view/action-bar/toolbar_view.js b/frontend/javascripts/oxalis/view/action-bar/toolbar_view.js
index 6389a614ba3..72e24511113 100644
--- a/frontend/javascripts/oxalis/view/action-bar/toolbar_view.js
+++ b/frontend/javascripts/oxalis/view/action-bar/toolbar_view.js
@@ -9,6 +9,7 @@ import Constants, {
   AnnotationToolEnum,
   type OverwriteMode,
   OverwriteModeEnum,
+  FillModeEnum,
 } from "oxalis/constants";
 import { convertCellIdToCSS } from "oxalis/view/left-border-tabs/mapping_settings_view";
 import { document } from "libs/window";
@@ -392,14 +393,6 @@ export default function ToolbarView() {
     adaptedActiveTool === AnnotationToolEnum.ERASE_TRACE;
   const showEraseBrushTool = !showEraseTraceTool;
 
-  const showCreateTreeButton = hasSkeleton && adaptedActiveTool === AnnotationToolEnum.SKELETON;
-  const showCreateCellButton =
-    isVolumeSupported && !showCreateTreeButton && adaptedActiveTool !== AnnotationToolEnum.MOVE;
-  const showChangeBrushSizeButton =
-    showCreateCellButton &&
-    (adaptedActiveTool === AnnotationToolEnum.BRUSH ||
-      adaptedActiveTool === AnnotationToolEnum.ERASE_BRUSH);
-
   return (
     <div
       onClick={() => {
@@ -565,6 +558,34 @@ export default function ToolbarView() {
         ) : null}
       </Radio.Group>
 
+      <ToolSpecificSettings
+        hasSkeleton={hasSkeleton}
+        adaptedActiveTool={adaptedActiveTool}
+        isVolumeSupported={isVolumeSupported}
+        isControlPressed={isControlPressed}
+        isShiftPressed={isShiftPressed}
+      />
+    </div>
+  );
+}
+
+function ToolSpecificSettings({
+  hasSkeleton,
+  adaptedActiveTool,
+  isVolumeSupported,
+  isControlPressed,
+  isShiftPressed,
+}) {
+  const showCreateTreeButton = hasSkeleton && adaptedActiveTool === AnnotationToolEnum.SKELETON;
+  const showCreateCellButton =
+    isVolumeSupported && !showCreateTreeButton && adaptedActiveTool !== AnnotationToolEnum.MOVE;
+  const showChangeBrushSizeButton =
+    showCreateCellButton &&
+    (adaptedActiveTool === AnnotationToolEnum.BRUSH ||
+      adaptedActiveTool === AnnotationToolEnum.ERASE_BRUSH);
+
+  return (
+    <>
       {showCreateTreeButton ? (
         <Space size={0} className="antd-legacy-group" style={{ marginLeft: 10 }}>
           <CreateTreeButton />
@@ -584,6 +605,35 @@ export default function ToolbarView() {
         isShiftPressed={isShiftPressed}
         visible={ToolsWithOverwriteCapabilities.includes(adaptedActiveTool)}
       />
-    </div>
+
+      {adaptedActiveTool === AnnotationToolEnum.FILL_CELL ? <FillModeSwitch /> : null}
+    </>
+  );
+}
+
+const handleSetFillMode = (event: { target: { value: OverwriteMode } }) => {
+  Store.dispatch(updateUserSettingAction("fillMode", event.target.value));
+};
+
+function FillModeSwitch() {
+  const fillMode = useSelector(state => state.userConfiguration.fillMode);
+
+  return (
+    <Radio.Group value={fillMode} onChange={handleSetFillMode} style={{ marginLeft: 10 }}>
+      <RadioButtonWithTooltip
+        title="Only perform the Fill operation in the current plane."
+        style={narrowButtonStyle}
+        value={FillModeEnum._2D}
+      >
+        2D
+      </RadioButtonWithTooltip>
+      <RadioButtonWithTooltip
+        title="Perform the Fill operation in 3D."
+        style={narrowButtonStyle}
+        value={FillModeEnum._3D}
+      >
+        3D
+      </RadioButtonWithTooltip>
+    </Radio.Group>
   );
 }
diff --git a/frontend/javascripts/oxalis/view/action-bar/tracing_actions_view.js b/frontend/javascripts/oxalis/view/action-bar/tracing_actions_view.js
index 8540d71dc5c..8bf38689334 100644
--- a/frontend/javascripts/oxalis/view/action-bar/tracing_actions_view.js
+++ b/frontend/javascripts/oxalis/view/action-bar/tracing_actions_view.js
@@ -41,14 +41,23 @@ import {
 } from "admin/admin_rest_api";
 import { location } from "libs/window";
 import { setVersionRestoreVisibilityAction } from "oxalis/model/actions/ui_actions";
-import { undoAction, redoAction, disableSavingAction } from "oxalis/model/actions/save_actions";
+import Store, {
+  type BusyBlockingInfo,
+  type OxalisState,
+  type RestrictionsAndSettings,
+  type Task,
+} from "oxalis/store";
+import {
+  dispatchUndoAsync,
+  dispatchRedoAsync,
+  disableSavingAction,
+} from "oxalis/model/actions/save_actions";
 import ButtonComponent from "oxalis/view/components/button_component";
 import Constants from "oxalis/constants";
 import MergeModalView from "oxalis/view/action-bar/merge_modal_view";
 import Model from "oxalis/model";
 import SaveButton from "oxalis/view/action-bar/save_button";
 import ShareModalView from "oxalis/view/action-bar/share_modal_view";
-import Store, { type OxalisState, type RestrictionsAndSettings, type Task } from "oxalis/store";
 import UserScriptsModalView from "oxalis/view/action-bar/user_scripts_modal_view";
 import api from "oxalis/api/internal_api";
 import messages from "messages";
@@ -67,6 +76,7 @@ type StateProps = {|
   task: ?Task,
   activeUser: ?APIUser,
   hasTracing: boolean,
+  busyBlockingInfo: BusyBlockingInfo,
 |};
 type Props = {| ...OwnProps, ...StateProps |};
 
@@ -247,19 +257,15 @@ class TracingActionsView extends React.PureComponent<Props, State> {
     Model.forceSave();
   };
 
-  handleUndo = () => {
-    Store.dispatch(undoAction());
-  };
+  handleUndo = () => dispatchUndoAsync(Store.dispatch);
+
+  handleRedo = () => dispatchRedoAsync(Store.dispatch);
 
   handleRestore = async () => {
     await Model.ensureSavedState();
     Store.dispatch(setVersionRestoreVisibilityAction(true));
   };
 
-  handleRedo = () => {
-    Store.dispatch(redoAction());
-  };
-
   handleCopyToAccount = async () => {
     const newAnnotation = await copyAnnotationToUserAccount(
       this.props.annotationId,
@@ -357,6 +363,7 @@ class TracingActionsView extends React.PureComponent<Props, State> {
       annotationId,
       activeUser,
       layoutMenu,
+      busyBlockingInfo,
     } = this.props;
     const archiveButtonText = task ? "Finish and go to Dashboard" : "Archive";
 
@@ -364,22 +371,26 @@ class TracingActionsView extends React.PureComponent<Props, State> {
       ? [
           hasTracing
             ? [
-                <ButtonComponent
+                <AsyncButton
                   className="narrow"
                   key="undo-button"
                   title="Undo (Ctrl+Z)"
                   onClick={this.handleUndo}
+                  disabled={busyBlockingInfo.isBusy}
+                  hideContentWhenLoading
                 >
                   <i className="fas fa-undo" aria-hidden="true" />
-                </ButtonComponent>,
-                <ButtonComponent
+                </AsyncButton>,
+                <AsyncButton
                   className="narrow hide-on-small-screen"
                   key="redo-button"
                   title="Redo (Ctrl+Y)"
                   onClick={this.handleRedo}
+                  disabled={busyBlockingInfo.isBusy}
+                  hideContentWhenLoading
                 >
                   <i className="fas fa-redo" aria-hidden="true" />
-                </ButtonComponent>,
+                </AsyncButton>,
               ]
             : null,
           restrictions.allowSave ? (
@@ -548,6 +559,7 @@ function mapStateToProps(state: OxalisState): StateProps {
     task: state.task,
     activeUser: state.activeUser,
     hasTracing: (state.tracing.skeleton || state.tracing.volume) != null,
+    busyBlockingInfo: state.uiInformation.busyBlockingInfo,
   };
 }
 
diff --git a/frontend/javascripts/oxalis/view/input_catcher.js b/frontend/javascripts/oxalis/view/input_catcher.js
index c0a77a5e4df..a1c4083a0ae 100644
--- a/frontend/javascripts/oxalis/view/input_catcher.js
+++ b/frontend/javascripts/oxalis/view/input_catcher.js
@@ -6,7 +6,7 @@ import { ArbitraryViewport, type Rect, type Viewport } from "oxalis/constants";
 import { setInputCatcherRects } from "oxalis/model/actions/view_mode_actions";
 import Scalebar from "oxalis/view/scalebar";
 import ViewportStatusIndicator from "oxalis/view/viewport_status_indicator";
-import Store from "oxalis/store";
+import Store, { type BusyBlockingInfo } from "oxalis/store";
 import makeRectRelativeToCanvas from "oxalis/view/layouting/layout_canvas_adapter";
 import { waitForCondition } from "libs/utils";
 
@@ -21,6 +21,7 @@ type Props = {
   viewportID: Viewport,
   children?: React.Node,
   displayScalebars?: boolean,
+  busyBlockingInfo: BusyBlockingInfo,
 };
 
 function ignoreContextMenu(event: SyntheticInputEvent<>) {
@@ -106,7 +107,10 @@ class InputCatcher extends React.PureComponent<Props, {}> {
           onContextMenu={ignoreContextMenu}
           data-value={viewportID}
           className={`inputcatcher ${viewportID}`}
-          style={{ position: "relative" }}
+          style={{
+            position: "relative",
+            cursor: this.props.busyBlockingInfo.isBusy ? "wait" : "auto",
+          }}
         >
           <ViewportStatusIndicator />
           {this.props.displayScalebars && viewportID !== "arbitraryViewport" ? (
diff --git a/frontend/javascripts/oxalis/view/layouting/flex_layout_wrapper.js b/frontend/javascripts/oxalis/view/layouting/flex_layout_wrapper.js
index 5a148020756..a88c4cea492 100644
--- a/frontend/javascripts/oxalis/view/layouting/flex_layout_wrapper.js
+++ b/frontend/javascripts/oxalis/view/layouting/flex_layout_wrapper.js
@@ -3,7 +3,11 @@ import * as React from "react";
 import FlexLayout, { TabNode, TabSetNode } from "flexlayout-react";
 import { connect } from "react-redux";
 import type { Dispatch } from "redux";
-import Store, { type OxalisState, type BorderOpenStatus } from "oxalis/store";
+import Store, {
+  type OxalisState,
+  type BusyBlockingInfo,
+  type BorderOpenStatus,
+} from "oxalis/store";
 import { Layout, Tooltip } from "antd";
 import _ from "lodash";
 import Toast from "libs/toast";
@@ -47,6 +51,7 @@ type Action = typeof FlexLayout.Action;
 type StateProps = {|
   displayScalebars: boolean,
   isUpdateTracingAllowed: boolean,
+  busyBlockingInfo: BusyBlockingInfo,
 |};
 
 type OwnProps = {|
@@ -217,23 +222,36 @@ class FlexLayoutWrapper extends React.PureComponent<Props, State> {
   }
 
   renderViewport(id: string): ?React.Node {
-    const { displayScalebars, isUpdateTracingAllowed } = this.props;
+    const { displayScalebars, isUpdateTracingAllowed, busyBlockingInfo } = this.props;
     switch (id) {
       case OrthoViews.PLANE_XY:
       case OrthoViews.PLANE_YZ:
       case OrthoViews.PLANE_XZ: {
-        return <InputCatcher viewportID={id} displayScalebars={displayScalebars} />;
+        return (
+          <InputCatcher
+            busyBlockingInfo={busyBlockingInfo}
+            viewportID={id}
+            displayScalebars={displayScalebars}
+          />
+        );
       }
       case OrthoViews.TDView: {
         return (
-          <InputCatcher viewportID={id} displayScalebars={displayScalebars}>
+          <InputCatcher
+            busyBlockingInfo={busyBlockingInfo}
+            viewportID={id}
+            displayScalebars={displayScalebars}
+          >
             <TDViewControls />
           </InputCatcher>
         );
       }
       case ArbitraryViews.arbitraryViewport: {
         return (
-          <InputCatcher viewportID={ArbitraryViews.arbitraryViewport}>
+          <InputCatcher
+            busyBlockingInfo={busyBlockingInfo}
+            viewportID={ArbitraryViews.arbitraryViewport}
+          >
             {isUpdateTracingAllowed ? <RecordingSwitch /> : null}
           </InputCatcher>
         );
@@ -422,6 +440,7 @@ function mapStateToProps(state: OxalisState): StateProps {
   return {
     displayScalebars: state.userConfiguration.displayScalebars,
     isUpdateTracingAllowed: state.tracing.restrictions.allowUpdate,
+    busyBlockingInfo: state.uiInformation.busyBlockingInfo,
   };
 }
 function mapDispatchToProps(dispatch: Dispatch<*>) {
diff --git a/frontend/javascripts/oxalis/view/right-border-tabs/meshes_view_helper.js b/frontend/javascripts/oxalis/view/right-border-tabs/meshes_view_helper.js
index 12927eecdf4..171986d959d 100644
--- a/frontend/javascripts/oxalis/view/right-border-tabs/meshes_view_helper.js
+++ b/frontend/javascripts/oxalis/view/right-border-tabs/meshes_view_helper.js
@@ -39,7 +39,7 @@ export async function maybeFetchMeshFiles(
   const layerName = segmentationLayer.name;
   const files = Store.getState().availableMeshFilesByLayer[layerName];
 
-  // only send new get request, if it hasn't happened before (files in store are null)
+  // Only send new get request, if it hasn't happened before (files in store are null)
   // else return the stored files (might be empty array). Or if we force a reload.
   if (!files || mustRequest) {
     const availableMeshFiles = await getMeshfilesForDatasetLayer(
@@ -98,7 +98,7 @@ export async function loadMeshFromFile(
     const stlData = await getMeshfileChunkData(
       dataset.dataStore.url,
       dataset,
-      layerName,
+      getBaseSegmentationName(segmentationLayer),
       fileName,
       id,
       chunkPos,
diff --git a/frontend/javascripts/test/api/api_skeleton_latest.spec.js b/frontend/javascripts/test/api/api_skeleton_latest.spec.js
index abb285a5596..077cb469418 100644
--- a/frontend/javascripts/test/api/api_skeleton_latest.spec.js
+++ b/frontend/javascripts/test/api/api_skeleton_latest.spec.js
@@ -113,7 +113,7 @@ test("Data Api: getBoundingBox should throw an error if the layer name is not va
 
 test("Data Api: getBoundingBox should get the bounding box of a layer", t => {
   const { api } = t.context;
-  const correctBoundingBox = [[0, 0, 0], [1024, 1024, 1024]];
+  const correctBoundingBox = [[0, 0, 0], [10240, 10240, 10240]];
   const boundingBox = api.data.getBoundingBox("color");
   t.deepEqual(boundingBox, correctBoundingBox);
 });
diff --git a/frontend/javascripts/test/api/api_v2.spec.js b/frontend/javascripts/test/api/api_v2.spec.js
index 9a88cdf2f19..86ba49b3a96 100644
--- a/frontend/javascripts/test/api/api_v2.spec.js
+++ b/frontend/javascripts/test/api/api_v2.spec.js
@@ -87,7 +87,7 @@ test("getBoundingBox should throw an error if the layer name is not valid", t =>
 
 test("getBoundingBox should get the bounding box of a layer", t => {
   const api = t.context.api;
-  const correctBoundingBox = [[0, 0, 0], [1024, 1024, 1024]];
+  const correctBoundingBox = [[0, 0, 0], [10240, 10240, 10240]];
   const boundingBox = api.data.getBoundingBox("color");
   t.deepEqual(boundingBox, correctBoundingBox);
 });
diff --git a/frontend/javascripts/test/fixtures/dataset_server_object.js b/frontend/javascripts/test/fixtures/dataset_server_object.js
index 71eb105b018..b3d0501c88d 100644
--- a/frontend/javascripts/test/fixtures/dataset_server_object.js
+++ b/frontend/javascripts/test/fixtures/dataset_server_object.js
@@ -7,14 +7,14 @@ export default {
       {
         name: "color",
         category: "color",
-        boundingBox: { topLeft: [0, 0, 0], width: 1024, height: 1024, depth: 1024 },
+        boundingBox: { topLeft: [0, 0, 0], width: 10240, height: 10240, depth: 10240 },
         resolutions: [[1, 1, 1], [2, 2, 2], [32, 32, 32], [4, 4, 4], [8, 8, 8], [16, 16, 16]],
         elementClass: "uint8",
       },
       {
         name: "segmentation",
         category: "segmentation",
-        boundingBox: { topLeft: [0, 0, 0], width: 1024, height: 1024, depth: 1024 },
+        boundingBox: { topLeft: [0, 0, 0], width: 10240, height: 10240, depth: 10240 },
         resolutions: [[1, 1, 1], [2, 2, 2], [32, 32, 32], [4, 4, 4], [8, 8, 8], [16, 16, 16]],
         elementClass: "uint32",
         largestSegmentId: 1000000000,
diff --git a/frontend/javascripts/test/fixtures/volumetracing_server_objects.js b/frontend/javascripts/test/fixtures/volumetracing_server_objects.js
index 0b42f95109e..03b7b2b6c02 100644
--- a/frontend/javascripts/test/fixtures/volumetracing_server_objects.js
+++ b/frontend/javascripts/test/fixtures/volumetracing_server_objects.js
@@ -3,7 +3,7 @@ import type { ServerVolumeTracing, APIAnnotation } from "types/api_flow_types";
 
 export const tracing: ServerVolumeTracing = {
   activeSegmentId: 10000,
-  boundingBox: { topLeft: { x: 0, y: 0, z: 0 }, width: 1024, height: 1024, depth: 1024 },
+  boundingBox: { topLeft: { x: 0, y: 0, z: 0 }, width: 10240, height: 10240, depth: 10240 },
   userBoundingBoxes: [],
   createdTimestamp: 1529066010230,
   dataSetName: "ROI2017_wkw",
@@ -14,6 +14,14 @@ export const tracing: ServerVolumeTracing = {
   largestSegmentId: 21890,
   version: 0,
   zoomLevel: 0,
+  resolutions: [
+    { x: 1, y: 1, z: 1 },
+    { x: 2, y: 2, z: 2 },
+    { x: 4, y: 4, z: 4 },
+    { x: 8, y: 8, z: 8 },
+    { x: 16, y: 16, z: 16 },
+    { x: 32, y: 32, z: 32 },
+  ],
 };
 
 export const annotation: APIAnnotation = {
diff --git a/frontend/javascripts/test/helpers/apiHelpers.js b/frontend/javascripts/test/helpers/apiHelpers.js
index c79fe124bc3..48921dd9b0d 100644
--- a/frontend/javascripts/test/helpers/apiHelpers.js
+++ b/frontend/javascripts/test/helpers/apiHelpers.js
@@ -1,7 +1,10 @@
 // @noflow
 import BackboneEvents from "backbone-events-standalone";
 import _ from "lodash";
+import Maybe from "data.maybe";
 
+import { sleep } from "libs/utils";
+import type { Tracing, VolumeTracing } from "oxalis/store";
 import { ControlModeEnum } from "oxalis/constants";
 import mockRequire from "mock-require";
 import sinon from "sinon";
@@ -30,9 +33,19 @@ const Request = {
   always: () => Promise.resolve(),
 };
 
-Request.sendJSONReceiveArraybufferWithHeaders.returns(
-  Promise.resolve({ buffer: new Uint8Array(1), headers: { "missing-buckets": "[]" } }),
-);
+export function createBucketResponseFunction(TypedArrayClass, fillValue, delay = 0) {
+  return async function getBucketData(url, payload) {
+    const bucketCount = payload.data.length;
+    await sleep(delay);
+    return {
+      buffer: new Uint8Array(new TypedArrayClass(bucketCount * 32 ** 3).fill(fillValue).buffer)
+        .buffer,
+      headers: { "missing-buckets": "[]" },
+    };
+  };
+}
+
+Request.sendJSONReceiveArraybufferWithHeaders = createBucketResponseFunction(Uint8Array, 0);
 
 const ErrorHandling = {
   assertExtendContext: _.noop,
@@ -104,6 +117,13 @@ const modelData = {
   },
 };
 
+export function getVolumeTracingOrFail(tracing: Tracing): Maybe<VolumeTracing> {
+  if (tracing.volume != null) {
+    return Maybe.Just(tracing.volume);
+  }
+  throw new Error("Tracing is not of type volume!");
+}
+
 const ANNOTATION_TYPE = "annotationTypeValue";
 const ANNOTATION_ID = "annotationIdValue";
 
@@ -117,6 +137,7 @@ export function __setupOxalis(t, mode, apiVersion) {
     position: [1, 2, 3],
   };
   t.context.model = Model;
+  t.context.mocks = { Request };
 
   const webknossos = new OxalisApi(Model);
   const organizationName = "Connectomics Department";
diff --git a/frontend/javascripts/test/model/binary/cube.spec.js b/frontend/javascripts/test/model/binary/cube.spec.js
index 5d8884c4ed4..05e1d5d2c00 100644
--- a/frontend/javascripts/test/model/binary/cube.spec.js
+++ b/frontend/javascripts/test/model/binary/cube.spec.js
@@ -129,7 +129,7 @@ test("Voxel Labeling should push buckets after they were pulled", t => {
     },
     () => {
       bucket = cube.getBucket([0, 0, 0, 0]);
-      bucket.pull();
+      bucket.markAsPulled();
       bucket.receiveData(new Uint8Array(32 * 32 * 32 * 3));
       t.pass();
     },
@@ -142,7 +142,7 @@ test("Voxel Labeling should push buckets after they were pulled", t => {
 test("Voxel Labeling should push buckets immediately if they are pulled already", t => {
   const { cube, pushQueue } = t.context;
   const bucket = cube.getOrCreateBucket([0, 0, 0, 0]);
-  bucket.pull();
+  bucket.markAsPulled();
   bucket.receiveData(new Uint8Array(32 * 32 * 32 * 3));
 
   cube.labelVoxelInResolution([0, 0, 0], 42, 0);
@@ -180,7 +180,7 @@ test("Voxel Labeling should merge incoming buckets", t => {
 
   cube.labelVoxelInResolution([0, 0, 0], 424242, 0);
 
-  bucket.pull();
+  bucket.markAsPulled();
   bucket.receiveData(new Uint8Array(oldData.buffer));
 
   const newData = bucket.getData();
@@ -227,7 +227,7 @@ test("Garbage Collection should not collect buckets with shouldCollect() == fals
   cube.buckets = new Array(cube.MAXIMUM_BUCKET_COUNT);
 
   const b1 = cube.getOrCreateBucket([0, 0, 0, 0]);
-  b1.pull();
+  b1.markAsPulled();
 
   cube.getOrCreateBucket([1, 1, 1, 0]);
   cube.getOrCreateBucket([2, 2, 2, 0]);
@@ -238,16 +238,3 @@ test("Garbage Collection should not collect buckets with shouldCollect() == fals
   const addresses = cube.buckets.map(b => b.zoomedAddress);
   t.deepEqual(addresses, [[0, 0, 0, 0], [3, 3, 3, 0], [2, 2, 2, 0]]);
 });
-
-test("Garbage Collection should not throw an exception if no bucket is collectable", t => {
-  const { cube } = t.context;
-  cube.MAXIMUM_BUCKET_COUNT = 3;
-  cube.buckets = new Array(cube.MAXIMUM_BUCKET_COUNT);
-
-  cube.getOrCreateBucket([0, 0, 0, 0]).pull();
-  cube.getOrCreateBucket([1, 1, 1, 0]).pull();
-  cube.getOrCreateBucket([2, 2, 2, 0]).pull();
-
-  cube.getOrCreateBucket([3, 3, 3, 0]);
-  t.true(true);
-});
diff --git a/frontend/javascripts/test/model/binary/layers/wkstore_adapter.spec.js b/frontend/javascripts/test/model/binary/layers/wkstore_adapter.spec.js
index 5aadf060518..485b22a67bf 100644
--- a/frontend/javascripts/test/model/binary/layers/wkstore_adapter.spec.js
+++ b/frontend/javascripts/test/model/binary/layers/wkstore_adapter.spec.js
@@ -203,9 +203,11 @@ test.serial(
 test.serial("sendToStore: Request Handling should send the correct request parameters", t => {
   const data = new Uint8Array(2);
   const bucket1 = new DataBucket("uint8", [0, 0, 0, 0], null, mockedCube);
-  bucket1.data = data;
+  bucket1.markAsPulled();
+  bucket1.receiveData(data);
   const bucket2 = new DataBucket("uint8", [1, 1, 1, 1], null, mockedCube);
-  bucket2.data = data;
+  bucket2.markAsPulled();
+  bucket2.receiveData(data);
   const batch = [bucket1, bucket2];
 
   const getBucketData = sinon.stub();
diff --git a/frontend/javascripts/test/model/binary/temporal_bucket_manager.spec.js b/frontend/javascripts/test/model/binary/temporal_bucket_manager.spec.js
index 949a5b7ed16..b4f861506fc 100644
--- a/frontend/javascripts/test/model/binary/temporal_bucket_manager.spec.js
+++ b/frontend/javascripts/test/model/binary/temporal_bucket_manager.spec.js
@@ -46,7 +46,7 @@ test("Add / Remove should be added when bucket has not been requested", t => {
 test("Add / Remove should be added when bucket has not been received", t => {
   const { manager } = t.context;
   const bucket = new DataBucket("uint8", [0, 0, 0, 0], manager, mockedCube);
-  bucket.pull();
+  bucket.markAsPulled();
   t.is(bucket.needsRequest(), false);
 
   bucket.label(_.noop);
@@ -56,7 +56,7 @@ test("Add / Remove should be added when bucket has not been received", t => {
 test("Add / Remove should not be added when bucket has been received", t => {
   const { manager } = t.context;
   const bucket = new DataBucket("uint8", [0, 0, 0, 0], manager, mockedCube);
-  bucket.pull();
+  bucket.markAsPulled();
   bucket.receiveData(new Uint8Array(1 << 15));
   t.is(bucket.isLoaded(), true);
 
@@ -68,7 +68,7 @@ test("Add / Remove should be removed once it is loaded", t => {
   const { manager } = t.context;
   const bucket = new DataBucket("uint8", [0, 0, 0, 0], manager, mockedCube);
   bucket.label(_.noop);
-  bucket.pull();
+  bucket.markAsPulled();
   bucket.receiveData(new Uint8Array(1 << 15));
 
   t.is(manager.getCount(), 0);
@@ -80,7 +80,7 @@ function prepareBuckets(manager) {
   const bucket2 = new DataBucket("uint8", [1, 0, 0, 0], manager, mockedCube);
   for (const bucket of [bucket1, bucket2]) {
     bucket.label(_.noop);
-    bucket.pull();
+    bucket.markAsPulled();
   }
   return { bucket1, bucket2 };
 }
diff --git a/frontend/javascripts/test/model/model.spec.js b/frontend/javascripts/test/model/model.spec.js
index a5b798e0eb9..c5ed40bc92a 100644
--- a/frontend/javascripts/test/model/model.spec.js
+++ b/frontend/javascripts/test/model/model.spec.js
@@ -26,6 +26,7 @@ const DatasetConfiguration = makeModelMock();
 const Request = { receiveJSON: sinon.stub(), sendJSONReceiveJSON: sinon.stub() };
 const ErrorHandling = {
   assertExtendContext: _.noop,
+  notify: _.noop,
 };
 
 class DataLayer {
diff --git a/frontend/javascripts/test/model/texture_bucket_manager.spec.js b/frontend/javascripts/test/model/texture_bucket_manager.spec.js
index c54b9c9e3b6..e688449fb22 100644
--- a/frontend/javascripts/test/model/texture_bucket_manager.spec.js
+++ b/frontend/javascripts/test/model/texture_bucket_manager.spec.js
@@ -60,7 +60,7 @@ const { DataBucket } = mock.reRequire("oxalis/model/bucket_data_handling/bucket"
 
 const buildBucket = (zoomedAddress, firstByte) => {
   const bucket = new DataBucket("uint8", zoomedAddress, temporalBucketManagerMock, mockedCube);
-  bucket.pull();
+  bucket.markAsPulled();
   const data = new Uint8Array(32 ** 3);
   data[0] = firstByte;
   bucket.receiveData(data);
diff --git a/frontend/javascripts/test/reducers/volumetracing_reducer.spec.js b/frontend/javascripts/test/reducers/volumetracing_reducer.spec.js
index 430d8c088b2..30cef008481 100644
--- a/frontend/javascripts/test/reducers/volumetracing_reducer.spec.js
+++ b/frontend/javascripts/test/reducers/volumetracing_reducer.spec.js
@@ -1,8 +1,7 @@
 // @flow
-import Maybe from "data.maybe";
 import update from "immutability-helper";
 
-import type { Tracing, VolumeTracing } from "oxalis/store";
+import { getVolumeTracingOrFail } from "test/helpers/apiHelpers";
 import Constants, { AnnotationToolEnum } from "oxalis/constants";
 import { getRequestLogZoomStep } from "oxalis/model/accessors/flycam_accessor";
 import * as VolumeTracingActions from "oxalis/model/actions/volumetracing_actions";
@@ -25,13 +24,6 @@ const volumeTracing = {
   lastCentroid: null,
 };
 
-export function getVolumeTracingOrFail(tracing: Tracing): Maybe<VolumeTracing> {
-  if (tracing.volume != null) {
-    return Maybe.Just(tracing.volume);
-  }
-  throw new Error("Tracing is not of type volume!");
-}
-
 const notEmptyViewportRect = {
   top: 0,
   left: 0,
diff --git a/frontend/javascripts/test/sagas/saga_integration.mock.js b/frontend/javascripts/test/sagas/saga_integration.mock.js
index f93bdc01107..27ce2afbe96 100644
--- a/frontend/javascripts/test/sagas/saga_integration.mock.js
+++ b/frontend/javascripts/test/sagas/saga_integration.mock.js
@@ -1,9 +1,17 @@
 // @noflow
 
 import mockRequire from "mock-require";
+import * as antd from "antd";
+import _ from "lodash";
 
 const REQUEST_ID = "dummyRequestId";
 const UidMock = {
   getUid: () => REQUEST_ID,
 };
 mockRequire("libs/uid_generator", UidMock);
+mockRequire("antd", {
+  ...antd,
+  Dropdown: {},
+  message: { show: () => {}, hide: () => {}, loading: () => {}, success: () => {} },
+});
+mockRequire("libs/toast", { error: _.noop, warning: _.noop, close: _.noop, success: _.noop });
diff --git a/frontend/javascripts/test/sagas/volumetracing_saga.spec.js b/frontend/javascripts/test/sagas/volumetracing_saga.spec.js
index 7858e6229e7..cc5c84f4601 100644
--- a/frontend/javascripts/test/sagas/volumetracing_saga.spec.js
+++ b/frontend/javascripts/test/sagas/volumetracing_saga.spec.js
@@ -132,11 +132,12 @@ test("VolumeTracingSaga should add values to volume layer (saga test)", t => {
   const volumeLayer = new VolumeLayer(OrthoViews.PLANE_XY, 10, [1, 1, 1]);
   saga.next(volumeLayer);
   saga.next(OrthoViews.PLANE_XY);
-  saga.next({ addToLayerAction: addToLayerActionFn([1, 2, 3]) });
+  saga.next("action_channel");
+  saga.next(addToLayerActionFn([1, 2, 3]));
   saga.next(OrthoViews.PLANE_XY);
-  saga.next({ addToLayerAction: addToLayerActionFn([2, 3, 4]) });
+  saga.next(addToLayerActionFn([2, 3, 4]));
   saga.next(OrthoViews.PLANE_XY);
-  saga.next({ addToLayerAction: addToLayerActionFn([3, 4, 5]) });
+  saga.next(addToLayerActionFn([3, 4, 5]));
   saga.next(OrthoViews.PLANE_XY);
   t.deepEqual(volumeLayer.minCoord, [-1, 0, 1]);
   t.deepEqual(volumeLayer.maxCoord, [5, 6, 7]);
@@ -156,12 +157,13 @@ test("VolumeTracingSaga should finish a volume layer (saga test)", t => {
   const volumeLayer = new VolumeLayer(OrthoViews.PLANE_XY, 10, [1, 1, 1]);
   saga.next(volumeLayer);
   saga.next(OrthoViews.PLANE_XY);
-  saga.next({ addToLayerAction: addToLayerActionFn([1, 2, 3]) });
+  saga.next("action_channel");
+  saga.next(addToLayerActionFn([1, 2, 3]));
   saga.next(OrthoViews.PLANE_XY);
   // Validate that finishLayer was called
   expectValueDeepEqual(
     t,
-    saga.next({ finishEditingAction }),
+    saga.next(finishEditingAction),
     call(
       finishLayer,
       volumeLayer,
@@ -187,12 +189,13 @@ test("VolumeTracingSaga should finish a volume layer in delete mode (saga test)"
   const volumeLayer = new VolumeLayer(OrthoViews.PLANE_XY, 10, [1, 1, 1]);
   saga.next(volumeLayer);
   saga.next(OrthoViews.PLANE_XY);
-  saga.next({ addToLayerAction: addToLayerActionFn([1, 2, 3]) });
+  saga.next("action_channel");
+  saga.next(addToLayerActionFn([1, 2, 3]));
   saga.next(OrthoViews.PLANE_XY);
   // Validate that finishLayer was called
   expectValueDeepEqual(
     t,
-    saga.next({ finishEditingAction }),
+    saga.next(finishEditingAction),
     call(
       finishLayer,
       volumeLayer,
diff --git a/frontend/javascripts/test/sagas/volumetracing_saga_integration.spec.js b/frontend/javascripts/test/sagas/volumetracing_saga_integration.spec.js
index 24dd4ad9385..222635c3079 100644
--- a/frontend/javascripts/test/sagas/volumetracing_saga_integration.spec.js
+++ b/frontend/javascripts/test/sagas/volumetracing_saga_integration.spec.js
@@ -1,23 +1,39 @@
 // @flow
+/* eslint-disable no-await-in-loop */
+
 import mockRequire from "mock-require";
 import test from "ava";
+import { waitForCondition } from "libs/utils";
+import _ from "lodash";
 
-import "test/sagas/saga_integration.mock.js";
-import { __setupOxalis } from "test/helpers/apiHelpers";
-import { enforceVolumeTracing } from "oxalis/model/accessors/volumetracing_accessor";
-import { OrthoViews } from "oxalis/constants";
+import "test/sagas/saga_integration.mock";
+import {
+  __setupOxalis,
+  createBucketResponseFunction,
+  getVolumeTracingOrFail,
+} from "test/helpers/apiHelpers";
+import { OrthoViews, FillModeEnum } from "oxalis/constants";
 import { restartSagaAction, wkReadyAction } from "oxalis/model/actions/actions";
 import Store from "oxalis/store";
-import { getVolumeTracingOrFail } from "../reducers/volumetracing_reducer.spec";
+import { updateUserSettingAction } from "oxalis/model/actions/settings_actions";
+import { hasRootSagaCrashed } from "oxalis/model/sagas/root_saga";
+
+const { setToolAction } = mockRequire.reRequire("oxalis/model/actions/ui_actions");
+const { setPositionAction, setZoomStepAction } = mockRequire.reRequire(
+  "oxalis/model/actions/flycam_actions",
+);
 
 const {
   setActiveCellAction,
-  floodFillAction,
+  addToLayerAction,
+  dispatchFloodfillAsync,
   copySegmentationLayerAction,
   startEditingAction,
   finishEditingAction,
 } = mockRequire.reRequire("oxalis/model/actions/volumetracing_actions");
-const { discardSaveQueuesAction } = mockRequire.reRequire("oxalis/model/actions/save_actions");
+const { dispatchUndoAsync, dispatchRedoAsync, discardSaveQueuesAction } = mockRequire.reRequire(
+  "oxalis/model/actions/save_actions",
+);
 
 test.beforeEach(async t => {
   // Setup oxalis, this will execute model.fetch(...) and initialize the store with the tracing, etc.
@@ -30,24 +46,245 @@ test.beforeEach(async t => {
   Store.dispatch(wkReadyAction());
 });
 
-test.serial("Executing a floodfill with a new segment id should update the maxCellId", t => {
-  const volumeTracing = enforceVolumeTracing(Store.getState().tracing);
-  const oldMaxCellId = volumeTracing.maxCellId;
+test.serial("Executing a floodfill in mag 1", async t => {
+  t.context.mocks.Request.sendJSONReceiveArraybufferWithHeaders = createBucketResponseFunction(
+    Uint16Array,
+    0,
+  );
+  // Reload buckets which might have already been loaded before swapping the sendJSONReceiveArraybufferWithHeaders
+  // function.
+  await t.context.api.data.reloadAllBuckets();
+
+  const paintCenter = [0, 0, 43];
+  const brushSize = 10;
+
+  const newCellId = 2;
+
+  Store.dispatch(updateUserSettingAction("brushSize", brushSize));
+  Store.dispatch(setPositionAction([0, 0, 43]));
+  Store.dispatch(setToolAction("BRUSH"));
+  Store.dispatch(setActiveCellAction(newCellId));
+  Store.dispatch(startEditingAction(paintCenter, OrthoViews.PLANE_XY));
+  Store.dispatch(addToLayerAction(paintCenter));
+  Store.dispatch(finishEditingAction());
+
+  for (let zoomStep = 0; zoomStep <= 5; zoomStep++) {
+    t.is(await t.context.api.data.getDataValue("segmentation", paintCenter, zoomStep), newCellId);
+    t.is(await t.context.api.data.getDataValue("segmentation", [1, 0, 43], zoomStep), newCellId);
+    t.is(await t.context.api.data.getDataValue("segmentation", [0, 1, 43], zoomStep), newCellId);
+    t.is(await t.context.api.data.getDataValue("segmentation", [1, 1, 43], zoomStep), newCellId);
+    // A brush size of 10 means a radius of 5 (so, from 0 to 4).
+    t.is(await t.context.api.data.getDataValue("segmentation", [4, 0, 43], zoomStep), newCellId);
+    t.is(await t.context.api.data.getDataValue("segmentation", [0, 4, 43], zoomStep), newCellId);
+    // Since the brush is circle-like, the right-bottom point is only brushed at 3,3
+    // (and not at 4,4)
+    t.is(await t.context.api.data.getDataValue("segmentation", [3, 3, 43], zoomStep), newCellId);
+  }
+  await t.context.api.tracing.save();
+
+  const floodingCellId = 3;
+
+  Store.dispatch(setActiveCellAction(floodingCellId));
+  Store.dispatch(updateUserSettingAction("fillMode", FillModeEnum._3D));
+
+  await dispatchFloodfillAsync(Store.dispatch, [0, 0, 43], OrthoViews.PLANE_XY);
+
+  for (let zoomStep = 0; zoomStep <= 5; zoomStep++) {
+    t.is(
+      await t.context.api.data.getDataValue("segmentation", paintCenter, zoomStep),
+      floodingCellId,
+    );
+    t.is(
+      await t.context.api.data.getDataValue("segmentation", [1, 0, 43], zoomStep),
+      floodingCellId,
+    );
+    t.is(
+      await t.context.api.data.getDataValue("segmentation", [0, 1, 43], zoomStep),
+      floodingCellId,
+    );
+    t.is(
+      await t.context.api.data.getDataValue("segmentation", [1, 1, 43], zoomStep),
+      floodingCellId,
+    );
+    // A brush size of 10 means a radius of 5 (so, from 0 to 4).
+    t.is(
+      await t.context.api.data.getDataValue("segmentation", [4, 0, 43], zoomStep),
+      floodingCellId,
+    );
+    t.is(
+      await t.context.api.data.getDataValue("segmentation", [0, 4, 43], zoomStep),
+      floodingCellId,
+    );
+    // Since the brush is circle-like, the right-bottom point is only brushed at 3,3
+    // (and not at 4,4)
+    t.is(
+      await t.context.api.data.getDataValue("segmentation", [3, 3, 43], zoomStep),
+      floodingCellId,
+    );
+
+    t.snapshot(
+      await t.context.api.data.getDataFor2DBoundingBox("segmentation", {
+        min: [32, 32, 32],
+        max: [64, 64, 64],
+      }),
+      { id: `floodfill_mag1_${zoomStep}` },
+    );
+  }
+});
+
+test.serial("Executing a floodfill in mag 2", async t => {
+  t.context.mocks.Request.sendJSONReceiveArraybufferWithHeaders = createBucketResponseFunction(
+    Uint16Array,
+    0,
+  );
+  // Reload buckets which might have already been loaded before swapping the sendJSONReceiveArraybufferWithHeaders
+  // function.
+  await t.context.api.data.reloadAllBuckets();
 
-  const newCellId = 13371337;
+  const paintCenter = [0, 0, 43];
+  const brushSize = 10;
+  const newCellId = 2;
+
+  Store.dispatch(updateUserSettingAction("brushSize", brushSize));
+  Store.dispatch(setPositionAction([0, 0, 43]));
+  Store.dispatch(setToolAction("BRUSH"));
   Store.dispatch(setActiveCellAction(newCellId));
+  Store.dispatch(startEditingAction(paintCenter, OrthoViews.PLANE_XY));
+  Store.dispatch(addToLayerAction(paintCenter));
+  Store.dispatch(finishEditingAction());
+
+  for (let zoomStep = 0; zoomStep <= 5; zoomStep++) {
+    t.is(await t.context.api.data.getDataValue("segmentation", paintCenter, zoomStep), newCellId);
+    t.is(await t.context.api.data.getDataValue("segmentation", [1, 0, 43], zoomStep), newCellId);
+    t.is(await t.context.api.data.getDataValue("segmentation", [0, 1, 43], zoomStep), newCellId);
+    t.is(await t.context.api.data.getDataValue("segmentation", [1, 1, 43], zoomStep), newCellId);
+    // A brush size of 10 means a radius of 5 (so, from 0 to 4).
+    t.is(await t.context.api.data.getDataValue("segmentation", [4, 0, 43], zoomStep), newCellId);
+    t.is(await t.context.api.data.getDataValue("segmentation", [0, 4, 43], zoomStep), newCellId);
+    // Since the brush is circle-like, the right-bottom point is only brushed at 3,3
+    // (and not at 4,4)
+    t.is(await t.context.api.data.getDataValue("segmentation", [3, 3, 43], zoomStep), newCellId);
+  }
+  await t.context.api.tracing.save();
 
-  // maxCellId should not have changed since no voxel was annotated yet
-  getVolumeTracingOrFail(Store.getState().tracing).map(tracing => {
-    t.is(tracing.maxCellId, oldMaxCellId);
-  });
+  const floodingCellId = 3;
 
-  Store.dispatch(floodFillAction([12, 12, 12], OrthoViews.PLANE_XY));
+  Store.dispatch(setActiveCellAction(floodingCellId));
+  Store.dispatch(setZoomStepAction(2));
+  Store.dispatch(updateUserSettingAction("fillMode", FillModeEnum._3D));
+  await dispatchFloodfillAsync(Store.dispatch, [0, 0, 43], OrthoViews.PLANE_XY);
 
-  // maxCellId should be updated after flood fill
-  getVolumeTracingOrFail(Store.getState().tracing).map(tracing => {
-    t.is(tracing.maxCellId, newCellId);
-  });
+  for (let zoomStep = 0; zoomStep <= 5; zoomStep++) {
+    t.is(
+      await t.context.api.data.getDataValue("segmentation", paintCenter, zoomStep),
+      floodingCellId,
+    );
+    t.is(
+      await t.context.api.data.getDataValue("segmentation", [1, 0, 43], zoomStep),
+      floodingCellId,
+    );
+    t.is(
+      await t.context.api.data.getDataValue("segmentation", [0, 1, 43], zoomStep),
+      floodingCellId,
+    );
+    t.is(
+      await t.context.api.data.getDataValue("segmentation", [1, 1, 43], zoomStep),
+      floodingCellId,
+    );
+    // A brush size of 10 means a radius of 5 (so, from 0 to 4).
+    t.is(
+      await t.context.api.data.getDataValue("segmentation", [4, 0, 43], zoomStep),
+      floodingCellId,
+    );
+    t.is(
+      await t.context.api.data.getDataValue("segmentation", [0, 4, 43], zoomStep),
+      floodingCellId,
+    );
+    // Since the brush is circle-like, the right-bottom point is only brushed at 3,3
+    // (and not at 4,4)
+    t.is(
+      await t.context.api.data.getDataValue("segmentation", [3, 3, 43], zoomStep),
+      floodingCellId,
+    );
+  }
+});
+
+test.serial("Executing a floodfill in mag 1 (long operation)", async t => {
+  t.context.mocks.Request.sendJSONReceiveArraybufferWithHeaders = createBucketResponseFunction(
+    Uint16Array,
+    0,
+  );
+  // Reload buckets which might have already been loaded before swapping the sendJSONReceiveArraybufferWithHeaders
+  // function.
+  await t.context.api.data.reloadAllBuckets();
+
+  const paintCenter = [128, 128, 128];
+  Store.dispatch(setPositionAction(paintCenter));
+
+  const volumeTracingLayerName = t.context.api.data.getVolumeTracingLayerName();
+  t.is(await t.context.api.data.getDataValue(volumeTracingLayerName, paintCenter, 0), 0);
+
+  const floodingCellId = 3;
+
+  Store.dispatch(setActiveCellAction(floodingCellId));
+  Store.dispatch(updateUserSettingAction("fillMode", FillModeEnum._3D));
+
+  await dispatchFloodfillAsync(Store.dispatch, paintCenter, OrthoViews.PLANE_XY);
+
+  async function assertFloodFilledState() {
+    t.is(
+      await t.context.api.data.getDataValue(volumeTracingLayerName, paintCenter, 0),
+      floodingCellId,
+    );
+    t.false(hasRootSagaCrashed());
+
+    const cuboidData = await t.context.api.data.getDataFor2DBoundingBox(volumeTracingLayerName, {
+      min: [128 - 64, 128 - 64, 128 - 32],
+      max: [128 + 64, 128 + 64, 128 + 32],
+    });
+    // There should be no item which does not equal floodingCellId
+    t.is(cuboidData.findIndex(el => el !== floodingCellId), -1);
+  }
+
+  async function assertInitialState() {
+    t.is(await t.context.api.data.getDataValue(volumeTracingLayerName, paintCenter, 0), 0);
+
+    t.false(hasRootSagaCrashed());
+
+    const cuboidData = await t.context.api.data.getDataFor2DBoundingBox(volumeTracingLayerName, {
+      min: [0, 0, 0],
+      max: [256, 256, 256],
+    });
+    // There should be no non-zero item
+    t.is(cuboidData.findIndex(el => el !== 0), -1);
+  }
+
+  // Assert state after flood-fill
+  await assertFloodFilledState();
+
+  // Undo and assert initial state
+  await dispatchUndoAsync(Store.dispatch);
+  await assertInitialState();
+
+  // Reload all buckets, "redo" and assert flood-filled state
+  t.context.api.data.reloadAllBuckets();
+  await dispatchRedoAsync(Store.dispatch);
+  await assertFloodFilledState();
+
+  // Reload all buckets, "undo" and assert flood-filled state
+  t.context.api.data.reloadAllBuckets();
+  await dispatchUndoAsync(Store.dispatch);
+  await assertInitialState();
+
+  // "Redo", reload all buckets and assert flood-filled state
+  await dispatchRedoAsync(Store.dispatch);
+  t.context.api.data.reloadAllBuckets();
+  await assertFloodFilledState();
+
+  // "Undo", reload all buckets and assert flood-filled state
+  await dispatchUndoAsync(Store.dispatch);
+  t.context.api.data.reloadAllBuckets();
+  await assertInitialState();
 });
 
 test.serial(
@@ -64,14 +301,285 @@ test.serial(
   },
 );
 
-test.serial("Brushing/Tracing with a new segment id should update the maxCellId", t => {
-  const newCellId = 13371339;
+test.serial("Brushing/Tracing with a new segment id should update the bucket data", async t => {
+  t.context.mocks.Request.sendJSONReceiveArraybufferWithHeaders = createBucketResponseFunction(
+    Uint16Array,
+    0,
+    0,
+  );
+
+  // Reload buckets which might have already been loaded before swapping the sendJSONReceiveArraybufferWithHeaders
+  // function.
+  await t.context.api.data.reloadAllBuckets();
+
+  const paintCenter = [0, 0, 0];
+  const brushSize = 10;
+
+  const newCellId = 2;
+
+  Store.dispatch(updateUserSettingAction("brushSize", brushSize));
+  Store.dispatch(setPositionAction([0, 0, 0]));
+  Store.dispatch(setToolAction("BRUSH"));
+  Store.dispatch(setActiveCellAction(newCellId));
+  Store.dispatch(startEditingAction(paintCenter, OrthoViews.PLANE_XY));
+  Store.dispatch(addToLayerAction(paintCenter));
+  Store.dispatch(finishEditingAction());
+
+  for (let zoomStep = 0; zoomStep <= 5; zoomStep++) {
+    t.is(await t.context.api.data.getDataValue("segmentation", paintCenter, zoomStep), newCellId);
+    t.is(await t.context.api.data.getDataValue("segmentation", [1, 0, 0], zoomStep), newCellId);
+    t.is(await t.context.api.data.getDataValue("segmentation", [0, 1, 0], zoomStep), newCellId);
+    t.is(await t.context.api.data.getDataValue("segmentation", [1, 1, 0], zoomStep), newCellId);
+    // A brush size of 10 means a radius of 5 (so, from 0 to 4).
+    t.is(await t.context.api.data.getDataValue("segmentation", [4, 0, 0], zoomStep), newCellId);
+    t.is(await t.context.api.data.getDataValue("segmentation", [0, 4, 0], zoomStep), newCellId);
+    // Since the brush is circle-like, the right-bottom point is only brushed at 3,3
+    // (and not at 4,4)
+    t.is(await t.context.api.data.getDataValue("segmentation", [3, 3, 0], zoomStep), newCellId);
+
+    // In mag 1 and mag 2,
+    t.is(
+      await t.context.api.data.getDataValue("segmentation", [5, 0, 0], zoomStep),
+      zoomStep === 0 ? 0 : newCellId,
+    );
+    t.is(
+      await t.context.api.data.getDataValue("segmentation", [0, 5, 0], zoomStep),
+      zoomStep === 0 ? 0 : newCellId,
+    );
+    t.is(
+      await t.context.api.data.getDataValue("segmentation", [0, 0, 1], zoomStep),
+      zoomStep === 0 ? 0 : newCellId,
+    );
+  }
+
+  t.snapshot(
+    await t.context.api.data.getDataFor2DBoundingBox("segmentation", {
+      min: [0, 0, 0],
+      max: [32, 32, 32],
+    }),
+    { id: "volumetracing_brush_without_fallback_data" },
+  );
+});
+
+test.serial("Brushing/Tracing with already existing backend data", async t => {
+  const paintCenter = [0, 0, 0];
+  const brushSize = 10;
+  const newCellId = 2;
+  const oldCellId = 11;
+
+  t.context.mocks.Request.sendJSONReceiveArraybufferWithHeaders = createBucketResponseFunction(
+    Uint16Array,
+    oldCellId,
+    0,
+  );
+  // Reload buckets which might have already been loaded before swapping the sendJSONReceiveArraybufferWithHeaders
+  // function.
+  await t.context.api.data.reloadAllBuckets();
+
+  t.is(await t.context.api.data.getDataValue("segmentation", paintCenter), oldCellId);
+
+  Store.dispatch(updateUserSettingAction("brushSize", brushSize));
+  Store.dispatch(setPositionAction([0, 0, 0]));
+  Store.dispatch(setToolAction("BRUSH"));
+  Store.dispatch(setActiveCellAction(newCellId));
+  Store.dispatch(startEditingAction(paintCenter, OrthoViews.PLANE_XY));
+  Store.dispatch(addToLayerAction(paintCenter));
+  Store.dispatch(finishEditingAction());
+
+  t.is(await t.context.api.data.getDataValue("segmentation", paintCenter), newCellId);
+  t.is(await t.context.api.data.getDataValue("segmentation", [1, 0, 0]), newCellId);
+  t.is(await t.context.api.data.getDataValue("segmentation", [0, 1, 0]), newCellId);
+  t.is(await t.context.api.data.getDataValue("segmentation", [1, 1, 0]), newCellId);
+  // A brush size of 10 means a radius of 5 (so, from 0 to 4).
+  t.is(await t.context.api.data.getDataValue("segmentation", [4, 0, 0]), newCellId);
+  t.is(await t.context.api.data.getDataValue("segmentation", [0, 4, 0]), newCellId);
+  // Since the brush is circle-like, the right-bottom point is only brushed at 3,3
+  // (and not at 4,4)
+  t.is(await t.context.api.data.getDataValue("segmentation", [3, 3, 0]), newCellId);
+
+  t.is(await t.context.api.data.getDataValue("segmentation", [5, 0, 0]), oldCellId);
+  t.is(await t.context.api.data.getDataValue("segmentation", [0, 5, 0]), oldCellId);
+  t.is(await t.context.api.data.getDataValue("segmentation", [0, 0, 1]), oldCellId);
+
+  t.snapshot(
+    await t.context.api.data.getDataFor2DBoundingBox("segmentation", {
+      min: [0, 0, 0],
+      max: [32, 32, 32],
+    }),
+    { id: "volumetracing_brush_with_fallback_data" },
+  );
+});
+
+test.serial("Brushing/Tracing with undo (I)", async t => {
+  const oldCellId = 11;
+  t.context.mocks.Request.sendJSONReceiveArraybufferWithHeaders = createBucketResponseFunction(
+    Uint16Array,
+    oldCellId,
+    500,
+  );
+  // Reload buckets which might have already been loaded before swapping the sendJSONReceiveArraybufferWithHeaders
+  // function.
+  await t.context.api.data.reloadAllBuckets();
+
+  const paintCenter = [0, 0, 0];
+  const brushSize = 10;
+
+  const newCellId = 2;
+
+  Store.dispatch(updateUserSettingAction("brushSize", brushSize));
+  Store.dispatch(setPositionAction([0, 0, 0]));
+  Store.dispatch(setToolAction("BRUSH"));
+
   Store.dispatch(setActiveCellAction(newCellId));
-  Store.dispatch(startEditingAction([12, 12, 12], OrthoViews.PLANE_XY));
+  Store.dispatch(startEditingAction(paintCenter, OrthoViews.PLANE_XY));
+  Store.dispatch(addToLayerAction(paintCenter));
+  Store.dispatch(finishEditingAction());
+
+  Store.dispatch(setActiveCellAction(newCellId + 1));
+  Store.dispatch(startEditingAction(paintCenter, OrthoViews.PLANE_XY));
+  Store.dispatch(addToLayerAction(paintCenter));
   Store.dispatch(finishEditingAction());
 
-  // maxCellId should be updated after brushing/tracing
-  getVolumeTracingOrFail(Store.getState().tracing).map(tracing => {
-    t.is(tracing.maxCellId, newCellId);
-  });
+  await dispatchUndoAsync(Store.dispatch);
+
+  t.is(await t.context.api.data.getDataValue("segmentation", paintCenter), newCellId);
+  t.is(await t.context.api.data.getDataValue("segmentation", [1, 0, 0]), newCellId);
+  t.is(await t.context.api.data.getDataValue("segmentation", [5, 0, 0]), oldCellId);
 });
+
+test.serial("Brushing/Tracing with undo (II)", async t => {
+  const oldCellId = 11;
+  t.context.mocks.Request.sendJSONReceiveArraybufferWithHeaders = createBucketResponseFunction(
+    Uint16Array,
+    oldCellId,
+    500,
+  );
+  // Reload buckets which might have already been loaded before swapping the sendJSONReceiveArraybufferWithHeaders
+  // function.
+  await t.context.api.data.reloadAllBuckets();
+
+  const paintCenter = [0, 0, 0];
+  const brushSize = 10;
+
+  const newCellId = 2;
+
+  Store.dispatch(updateUserSettingAction("brushSize", brushSize));
+  Store.dispatch(setPositionAction([0, 0, 0]));
+  Store.dispatch(setToolAction("BRUSH"));
+
+  Store.dispatch(setActiveCellAction(newCellId));
+  Store.dispatch(startEditingAction(paintCenter, OrthoViews.PLANE_XY));
+  Store.dispatch(addToLayerAction(paintCenter));
+  Store.dispatch(finishEditingAction());
+
+  Store.dispatch(setActiveCellAction(newCellId + 1));
+  Store.dispatch(startEditingAction(paintCenter, OrthoViews.PLANE_XY));
+  Store.dispatch(addToLayerAction(paintCenter));
+  Store.dispatch(finishEditingAction());
+
+  Store.dispatch(setActiveCellAction(newCellId + 2));
+  Store.dispatch(startEditingAction(paintCenter, OrthoViews.PLANE_XY));
+  Store.dispatch(addToLayerAction(paintCenter));
+  Store.dispatch(finishEditingAction());
+
+  await dispatchUndoAsync(Store.dispatch);
+
+  t.is(await t.context.api.data.getDataValue("segmentation", paintCenter), newCellId + 1);
+  t.is(await t.context.api.data.getDataValue("segmentation", [1, 0, 0]), newCellId + 1);
+  t.is(await t.context.api.data.getDataValue("segmentation", [5, 0, 0]), oldCellId);
+});
+
+test.serial(
+  "Brushing/Tracing should crash when too many buckets are labeled at once without saving inbetween",
+  async t => {
+    await t.context.api.tracing.save();
+
+    t.context.mocks.Request.sendJSONReceiveArraybufferWithHeaders = createBucketResponseFunction(
+      Uint16Array,
+      0,
+      0,
+    );
+    // webKnossos will start to evict buckets forcefully if too many are dirty at the same time.
+    // This is not ideal, but usually handled by the fact that buckets are regularly saved to the
+    // backend and then marked as not dirty.
+    // This test provokes that webKnossos crashes (a hard crash is only done during testing; in dev/prod
+    // a soft warning is emitted via the devtools).
+    // The corresponding sibling test checks that saving inbetween does not make webKnossos crash.
+    t.plan(2);
+    t.false(hasRootSagaCrashed());
+    const failedSagaPromise = waitForCondition(hasRootSagaCrashed, 500);
+    await Promise.race([testLabelingManyBuckets(t, false), failedSagaPromise]);
+    t.true(hasRootSagaCrashed());
+  },
+);
+
+test.serial(
+  "Brushing/Tracing should send buckets to backend and restore dirty flag afterwards",
+  async t => {
+    await t.context.api.tracing.save();
+
+    t.context.mocks.Request.sendJSONReceiveArraybufferWithHeaders = createBucketResponseFunction(
+      Uint16Array,
+      0,
+      0,
+    );
+    t.plan(2);
+    t.false(hasRootSagaCrashed());
+    const failedSagaPromise = waitForCondition(hasRootSagaCrashed, 500);
+    await Promise.race([testLabelingManyBuckets(t, true), failedSagaPromise]);
+    t.false(hasRootSagaCrashed());
+  },
+);
+
+async function testLabelingManyBuckets(t, saveInbetween) {
+  // We set MAXIMUM_BUCKET_COUNT to 150 and then label 199 = 75 (mag1) + 124 (downsampled) buckets in total.
+  // In between, we will save the data which allows the buckets of the first batch to be GC'ed.
+  // Therefore, saving the buckets of the second batch should not cause any problems.
+  t.context.model.getCubeByLayerName("segmentation").MAXIMUM_BUCKET_COUNT = 150;
+
+  const oldCellId = 11;
+  const brushSize = 10;
+  const newCellId = 2;
+
+  t.context.mocks.Request.sendJSONReceiveArraybufferWithHeaders = createBucketResponseFunction(
+    Uint16Array,
+    oldCellId,
+    500,
+  );
+  // Reload buckets which might have already been loaded before swapping the sendJSONReceiveArraybufferWithHeaders
+  // function.
+  await t.context.api.data.reloadAllBuckets();
+
+  // Prepare to paint into the center of 50 buckets.
+  const paintPositions1 = _.range(0, 50).map(idx => [32 * idx + 16, 32 * idx + 16, 32 * idx + 16]);
+  // Prepare to paint into the center of 50 other buckets.
+  const paintPositions2 = _.range(50, 100).map(idx => [
+    32 * idx + 16,
+    32 * idx + 16,
+    32 * idx + 16,
+  ]);
+
+  Store.dispatch(updateUserSettingAction("brushSize", brushSize));
+  Store.dispatch(setToolAction("BRUSH"));
+  Store.dispatch(setActiveCellAction(newCellId));
+
+  for (const paintPosition of paintPositions1) {
+    Store.dispatch(setPositionAction(paintPosition));
+    Store.dispatch(startEditingAction(paintPosition, OrthoViews.PLANE_XY));
+    Store.dispatch(addToLayerAction(paintPosition));
+    Store.dispatch(finishEditingAction());
+  }
+
+  if (saveInbetween) {
+    await t.context.api.tracing.save();
+  }
+
+  for (const paintPosition of paintPositions2) {
+    Store.dispatch(setPositionAction(paintPosition));
+    Store.dispatch(startEditingAction(paintPosition, OrthoViews.PLANE_XY));
+    Store.dispatch(addToLayerAction(paintPosition));
+    Store.dispatch(finishEditingAction());
+  }
+
+  await t.context.api.tracing.save();
+}
diff --git a/frontend/javascripts/test/snapshots/public/test-bundle/test/sagas/volumetracing_saga_integration.spec.js.md b/frontend/javascripts/test/snapshots/public/test-bundle/test/sagas/volumetracing_saga_integration.spec.js.md
new file mode 100644
index 00000000000..d53a5bdbc83
--- /dev/null
+++ b/frontend/javascripts/test/snapshots/public/test-bundle/test/sagas/volumetracing_saga_integration.spec.js.md
@@ -0,0 +1,16429 @@
+# Snapshot report for `public/test-bundle/test/sagas/volumetracing_saga_integration.spec.js`
+
+The actual snapshot is saved in `volumetracing_saga_integration.spec.js.snap`.
+
+Generated by [AVA](https://avajs.dev).
+
+## floodfill_mag1_0
+
+    Uint16Array [
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+      00000000 00000000 00000000 00000000 00000000 00000000 00000000 00000000
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+      0b000b00 0b000b00 0b000b00 0b000b00 0b000b00 0b000b00 0b000b00 0b000b00
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+      0b000b00 0b000b00 0b000b00 0b000b00 0b000b00 0b000b00 0b000b00 0b000b00
+    ]
diff --git a/frontend/javascripts/test/snapshots/public/test-bundle/test/sagas/volumetracing_saga_integration.spec.js.snap b/frontend/javascripts/test/snapshots/public/test-bundle/test/sagas/volumetracing_saga_integration.spec.js.snap
new file mode 100644
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diff --git a/frontend/javascripts/types/schemas/user_settings.schema.js b/frontend/javascripts/types/schemas/user_settings.schema.js
index d522a8b9de8..8a69b35aaf7 100644
--- a/frontend/javascripts/types/schemas/user_settings.schema.js
+++ b/frontend/javascripts/types/schemas/user_settings.schema.js
@@ -1,5 +1,5 @@
 // @flow
-import { OverwriteModeEnum, TDViewDisplayModeEnum } from "oxalis/constants";
+import { OverwriteModeEnum, FillModeEnum, TDViewDisplayModeEnum } from "oxalis/constants";
 import { baseDatasetViewConfiguration } from "types/schemas/dataset_view_configuration.schema";
 
 export const userSettings = {
@@ -40,6 +40,10 @@ export const userSettings = {
     type: "string",
     enum: Object.values(OverwriteModeEnum),
   },
+  fillMode: {
+    type: "string",
+    enum: Object.values(FillModeEnum),
+  },
   useLegacyBindings: { type: "boolean" },
   ...baseDatasetViewConfiguration,
 };
diff --git a/frontend/stylesheets/trace_view/_tracing_view.less b/frontend/stylesheets/trace_view/_tracing_view.less
index be1f027f744..745bb030d30 100644
--- a/frontend/stylesheets/trace_view/_tracing_view.less
+++ b/frontend/stylesheets/trace_view/_tracing_view.less
@@ -352,6 +352,13 @@ img.keyboard-mouse-icon:first-child {
     }
   }
 
+  .ant-btn[disabled],
+  .ant-btn[disabled]:hover {
+    color: fade(@dark-fg, 50%) !important;
+    border-color: @dark-border !important;
+    background-color: @dark-bg !important;
+  }
+
   .ant-select-arrow {
     color: @dark-fg;
   }
diff --git a/package.json b/package.json
index c61cd0e900c..8a47386f7b0 100644
--- a/package.json
+++ b/package.json
@@ -97,8 +97,8 @@
     "test": "tools/test.sh test --timeout=30s",
     "test-verbose": "xvfb-run -s '-ac -screen 0 1280x1024x24' tools/test.sh test --timeout=60s --verbose",
     "test-only": "tools/test.sh test --timeout=30s",
+    "test-debug": "tools/test.sh test-debug",
     "test-watch": "tools/test.sh test --watch",
-    "test-debug": "tools/test.sh test --debug",
     "test-prepare": "tools/test.sh prepare",
     "test-prepare-watch": "tools/test.sh prepare -w --verbose",
     "test-e2e": "tools/postgres/prepareTestDB.sh && tools/test.sh test-e2e --timeout=60s --verbose",
@@ -205,6 +205,9 @@
     "files": [
       "./public/test-bundle/**/*.{js,jsx}"
     ],
+    "ignoredByWatcher": [
+      "./binaryData/**/*.*"
+    ],
     "require": [
       "./frontend/javascripts/test/_ava_polyfill_provider.js"
     ],
diff --git a/tools/test.sh b/tools/test.sh
index ee1980ad105..6367e383f50 100755
--- a/tools/test.sh
+++ b/tools/test.sh
@@ -39,10 +39,15 @@ function ensureUpToDateTests {
   fi
 }
 
+# For faster, local testing, you may want to remove the `nyc` part of the following statement.
+# Also, removing `istanbul` from .babelrc, allows to debug uninstrumented source code.
 if [ $cmd == "test" ]
 then
   ensureUpToDateTests
-  export NODE_PATH="$testBundlePath" && BABEL_ENV=test nyc --silent --no-clean ava $(find "$testBundlePath" -name "*.spec.js") "$@"
+  export NODE_PATH="$testBundlePath" && BABEL_ENV=test nyc --silent --no-clean --exclude binaryData ava $(find "$testBundlePath" -name "*.spec.js") "$@"
+elif [ $cmd == "test-debug" ]
+then
+  export NODE_PATH="$testBundlePath" && BABEL_ENV=test ava debug $(find "$testBundlePath" -name "*.spec.js") "$@"
 elif [ $cmd == "test-e2e" ]
 then
   ensureUpToDateTests