Add more Telemetry to Data Explorer (#242)

* Add Telemetry to command bar buttons

* Count and report # of files/notebooks/directories in myNotebook to telemetry

* Add resource tree clicks to Telemetry

* Log to Telemetry: opened notebook cell counts by type, kernelspec name

* Fix unit test

* Move Telemetry processor call in notebook traceNotebookTelemetry action from reducer to epic. Use action to trace other info.

* Fix react duplicate key error

* Log notebook cell context menu actions

* Reformat and cleanup

* Move resource tree tracing code out of render(). Only call once when tree is updated

* Fix build issues
This commit is contained in:
Laurent Nguyen 2020-10-08 10:53:01 +02:00 committed by GitHub
parent ff03c79399
commit b69174788d
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GPG Key ID: 4AEE18F83AFDEB23
10 changed files with 389 additions and 204 deletions

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@ -18,6 +18,8 @@ import {
import TriangleDownIcon from "../../../../images/Triangle-down.svg";
import TriangleRightIcon from "../../../../images/Triangle-right.svg";
import LoadingIndicator_3Squares from "../../../../images/LoadingIndicator_3Squares.gif";
import * as TelemetryProcessor from "../../../Shared/Telemetry/TelemetryProcessor";
import { Action, ActionModifiers } from "../../../Shared/Telemetry/TelemetryConstants";
export interface TreeNodeMenuItem {
label: string;
@ -276,7 +278,12 @@ export class TreeNodeComponent extends React.Component<TreeNodeComponentProps, T
text: menuItem.label,
disabled: menuItem.isDisabled,
className: menuItem.styleClass,
onClick: menuItem.onClick,
onClick: () => {
menuItem.onClick();
TelemetryProcessor.trace(Action.ClickResourceTreeNodeContextMenuItem, ActionModifiers.Mark, {
label: menuItem.label
});
},
onRenderIcon: (props: any) => <img src={menuItem.iconSrc} alt="" />
}))
}}

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@ -191,7 +191,7 @@ exports[`TreeNodeComponent renders a simple node (sorted children, expanded) 1`]
"className": undefined,
"disabled": true,
"key": "menuLabel",
"onClick": undefined,
"onClick": [Function],
"onRenderIcon": [Function],
"text": "menuLabel",
},

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@ -10,7 +10,7 @@ import * as ViewModels from "../../../Contracts/ViewModels";
import { CommandBarComponentButtonFactory } from "./CommandBarComponentButtonFactory";
import { CommandBar, ICommandBarItemProps } from "office-ui-fabric-react/lib/CommandBar";
import { StyleConstants } from "../../../Common/Constants";
import { CommandBarUtil } from "./CommandBarUtil";
import * as CommandBarUtil from "./CommandBarUtil";
import Explorer from "../../Explorer";
import { CommandButtonComponentProps } from "../../Controls/CommandButton/CommandButtonComponent";

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@ -1,4 +1,4 @@
import { CommandBarUtil } from "./CommandBarUtil";
import * as CommandBarUtil from "./CommandBarUtil";
import * as ViewModels from "../../../Contracts/ViewModels";
import { ICommandBarItemProps } from "office-ui-fabric-react/lib/CommandBar";
import { CommandButtonComponentProps } from "../../Controls/CommandButton/CommandButtonComponent";
@ -8,7 +8,7 @@ describe("CommandBarUtil tests", () => {
return {
iconSrc: "icon",
iconAlt: "label",
onCommandClick: (e: React.SyntheticEvent): void => {},
onCommandClick: jest.fn(),
commandButtonLabel: "label",
ariaLabel: "ariaLabel",
hasPopup: true,
@ -29,11 +29,14 @@ describe("CommandBarUtil tests", () => {
expect(!converted.split);
expect(converted.iconProps.imageProps.src).toEqual(btn.iconSrc);
expect(converted.iconProps.imageProps.alt).toEqual(btn.iconAlt);
expect(converted.onClick).toEqual(btn.onCommandClick);
expect(converted.text).toEqual(btn.commandButtonLabel);
expect(converted.ariaLabel).toEqual(btn.ariaLabel);
expect(converted.disabled).toEqual(btn.disabled);
expect(converted.className).toEqual(btn.className);
// Click gets called
converted.onClick();
expect(btn.onCommandClick).toBeCalled();
});
it("should convert NavbarButtonConfig to split button", () => {

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@ -11,16 +11,14 @@ import ChevronDownIcon from "../../../../images/Chevron_down.svg";
import { ArcadiaMenuPicker } from "../../Controls/Arcadia/ArcadiaMenuPicker";
import { MemoryTrackerComponent } from "./MemoryTrackerComponent";
import { MemoryUsageInfo } from "../../../Contracts/DataModels";
import * as TelemetryProcessor from "../../../Shared/Telemetry/TelemetryProcessor";
import { Action, ActionModifiers } from "../../../Shared/Telemetry/TelemetryConstants";
/**
* Utilities for CommandBar
*/
export class CommandBarUtil {
/**
* Convert our NavbarButtonConfig to UI Fabric buttons
* @param btns
*/
public static convertButton(btns: CommandButtonComponentProps[], backgroundColor: string): ICommandBarItemProps[] {
export const convertButton = (btns: CommandButtonComponentProps[], backgroundColor: string): ICommandBarItemProps[] => {
const buttonHeightPx = StyleConstants.CommandBarButtonHeight;
return btns
@ -28,11 +26,11 @@ export class CommandBarUtil {
.map(
(btn: CommandButtonComponentProps, index: number): ICommandBarItemProps => {
if (btn.isDivider) {
return CommandBarUtil.createDivider(btn.commandButtonLabel);
return createDivider(btn.commandButtonLabel);
}
const isSplit = !!btn.children && btn.children.length > 0;
const label = btn.commandButtonLabel || btn.tooltipText;
const result: ICommandBarItemProps = {
iconProps: {
style: {
@ -42,12 +40,15 @@ export class CommandBarUtil {
imageProps: btn.iconSrc ? { src: btn.iconSrc, alt: btn.iconAlt } : undefined,
iconName: btn.iconName
},
onClick: btn.onCommandClick,
onClick: (ev?: React.MouseEvent<HTMLElement, MouseEvent> | React.KeyboardEvent<HTMLElement>) => {
btn.onCommandClick(ev);
TelemetryProcessor.trace(Action.ClickCommandBarButton, ActionModifiers.Mark, { label });
},
key: `${btn.commandButtonLabel}${index}`,
text: btn.commandButtonLabel || btn.tooltipText,
"data-test": btn.commandButtonLabel || btn.tooltipText,
text: label,
"data-test": label,
title: btn.tooltipText,
name: btn.commandButtonLabel || btn.tooltipText,
name: label,
disabled: btn.disabled,
ariaLabel: btn.ariaLabel,
buttonStyles: {
@ -101,7 +102,7 @@ export class CommandBarUtil {
result.split = true;
result.subMenuProps = {
items: CommandBarUtil.convertButton(btn.children, backgroundColor),
items: convertButton(btn.children, backgroundColor),
styles: {
list: {
// TODO Figure out how to do it the proper way with subComponentStyles.
@ -138,14 +139,21 @@ export class CommandBarUtil {
dropdownItemSelected: { fontSize: 12, lineHeight: 28, minHeight: 30 }
};
const onDropdownChange = (
event: React.FormEvent<HTMLDivElement>,
option?: IDropdownOption,
index?: number
): void => {
btn.children[index].onCommandClick(event);
TelemetryProcessor.trace(Action.ClickCommandBarButton, ActionModifiers.Mark, { label: option.text });
};
result.commandBarButtonAs = (props: IComponentAsProps<ICommandBarItemProps>) => {
return (
<Dropdown
placeholder={btn.dropdownPlaceholder}
defaultSelectedKey={btn.dropdownSelectedKey}
onChange={(event: React.FormEvent<HTMLDivElement>, option?: IDropdownOption, index?: number): void =>
btn.children[index].onCommandClick(event)
}
onChange={onDropdownChange}
options={btn.children.map((child: CommandButtonComponentProps) => ({
key: child.dropdownItemKey,
text: child.commandButtonLabel
@ -163,9 +171,9 @@ export class CommandBarUtil {
return result;
}
);
}
};
public static createDivider(key: string): ICommandBarItemProps {
export const createDivider = (key: string): ICommandBarItemProps => {
return {
onRender: () => (
<div className="dividerContainer">
@ -176,12 +184,14 @@ export class CommandBarUtil {
disabled: true,
key: key
};
}
};
public static createMemoryTracker(key: string, memoryUsageInfo: Observable<MemoryUsageInfo>): ICommandBarItemProps {
export const createMemoryTracker = (
key: string,
memoryUsageInfo: Observable<MemoryUsageInfo>
): ICommandBarItemProps => {
return {
key,
onRender: () => <MemoryTrackerComponent memoryUsageInfo={memoryUsageInfo} />
};
}
}
};

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@ -32,24 +32,27 @@ import {
import { message, JupyterMessage, Channels, createMessage, childOf, ofMessageType } from "@nteract/messaging";
import { sessions, kernels } from "rx-jupyter";
import { RecordOf } from "immutable";
import { AnyAction } from "redux";
import * as Constants from "../../../Common/Constants";
import * as NotificationConsoleUtils from "../../../Utils/NotificationConsoleUtils";
import { ConsoleDataType } from "../../Menus/NotificationConsole/NotificationConsoleComponent";
import * as CdbActions from "./actions";
import * as TelemetryProcessor from "../../../Shared/Telemetry/TelemetryProcessor";
import { Action as TelemetryAction } from "../../../Shared/Telemetry/TelemetryConstants";
import { Action as TelemetryAction, ActionModifiers } from "../../../Shared/Telemetry/TelemetryConstants";
import { CdbAppState } from "./types";
import { decryptJWTToken } from "../../../Utils/AuthorizationUtils";
import * as TextFile from "./contents/file/text-file";
import { NotebookUtil } from "../NotebookUtil";
import { FileSystemUtil } from "../FileSystemUtil";
import * as cdbActions from "../NotebookComponent/actions";
import { Areas } from "../../../Common/Constants";
interface NotebookServiceConfig extends JupyterServerConfig {
userPuid?: string;
}
const logToTelemetry = (state: CdbAppState, title: string, error?: string) => {
const logFailureToTelemetry = (state: CdbAppState, title: string, error?: string) => {
TelemetryProcessor.traceFailure(TelemetryAction.NotebookErrorNotification, {
databaseAccountName: state.cdb.databaseAccountName,
defaultExperience: state.cdb.defaultExperience,
@ -311,7 +314,7 @@ export const launchWebSocketKernelEpic = (
kernelSpecToLaunch = currentKernelspecs.defaultKernelName;
const msg = `No kernelspec name specified to launch, using default kernel: ${kernelSpecToLaunch}`;
NotificationConsoleUtils.logConsoleMessage(ConsoleDataType.Info, msg);
logToTelemetry(state$.value, "Launching alternate kernel", msg);
logFailureToTelemetry(state$.value, "Launching alternate kernel", msg);
} else {
return of(
actions.launchKernelFailed({
@ -337,7 +340,7 @@ export const launchWebSocketKernelEpic = (
msg += ` Using default kernel: ${kernelSpecToLaunch}`;
}
NotificationConsoleUtils.logConsoleMessage(ConsoleDataType.Info, msg);
logToTelemetry(state$.value, "Launching alternate kernel", msg);
logFailureToTelemetry(state$.value, "Launching alternate kernel", msg);
}
const sessionPayload = {
@ -634,7 +637,7 @@ const notificationsToUserEpic = (action$: Observable<any>, state$: StateObservab
const title = "Kernel restart";
const msg = "Kernel successfully restarted";
NotificationConsoleUtils.logConsoleMessage(ConsoleDataType.Info, msg);
logToTelemetry(state$.value, title, msg);
logFailureToTelemetry(state$.value, title, msg);
break;
}
case actions.RESTART_KERNEL_FAILED:
@ -645,7 +648,7 @@ const notificationsToUserEpic = (action$: Observable<any>, state$: StateObservab
const title = "Save failure";
const msg = `Failed to save notebook: ${(action as actions.SaveFailed).payload.error}`;
NotificationConsoleUtils.logConsoleMessage(ConsoleDataType.Error, msg);
logToTelemetry(state$.value, title, msg);
logFailureToTelemetry(state$.value, title, msg);
break;
}
case actions.FETCH_CONTENT_FAILED: {
@ -654,7 +657,7 @@ const notificationsToUserEpic = (action$: Observable<any>, state$: StateObservab
const title = "Fetching content failure";
const msg = `Failed to fetch notebook content: ${filepath}, error: ${typedAction.payload.error}`;
NotificationConsoleUtils.logConsoleMessage(ConsoleDataType.Error, msg);
logToTelemetry(state$.value, title, msg);
logFailureToTelemetry(state$.value, title, msg);
break;
}
}
@ -679,7 +682,7 @@ const handleKernelConnectionLostEpic = (
const msg = "Notebook was disconnected from kernel";
NotificationConsoleUtils.logConsoleMessage(ConsoleDataType.Error, msg);
logToTelemetry(state, "Error", "Kernel connection error");
logFailureToTelemetry(state, "Error", "Kernel connection error");
const host = selectors.currentHost(state);
const serverConfig: NotebookServiceConfig = selectors.serverConfig(host as RecordOf<JupyterHostRecordProps>);
@ -692,7 +695,7 @@ const handleKernelConnectionLostEpic = (
const msg =
"Restarted kernel too many times. Please reload the page to enable Data Explorer to restart the kernel automatically.";
NotificationConsoleUtils.logConsoleMessage(ConsoleDataType.Error, msg);
logToTelemetry(state, "Kernel restart error", msg);
logFailureToTelemetry(state, "Kernel restart error", msg);
const explorer = window.dataExplorer;
if (explorer) {
@ -844,6 +847,105 @@ const closeContentFailedToFetchEpic = (
);
};
const traceNotebookTelemetryEpic = (
action$: Observable<cdbActions.TraceNotebookTelemetryAction>,
state$: StateObservable<CdbAppState>
): Observable<{}> => {
return action$.pipe(
ofType(cdbActions.TRACE_NOTEBOOK_TELEMETRY),
mergeMap((action: cdbActions.TraceNotebookTelemetryAction) => {
const state = state$.value;
TelemetryProcessor.trace(action.payload.action, action.payload.actionModifier, {
...action.payload.data,
databaseAccountName: state.cdb.databaseAccountName,
defaultExperience: state.cdb.defaultExperience,
dataExplorerArea: Areas.Notebook
});
return EMPTY;
})
);
};
/**
* Log notebook information to telemetry
* # raw cells, # markdown cells, # code cells, total
* @param action$
* @param state$
*/
const traceNotebookInfoEpic = (
action$: Observable<actions.FetchContentFulfilled>,
state$: StateObservable<AppState>
): Observable<{} | cdbActions.TraceNotebookTelemetryAction> => {
return action$.pipe(
ofType(actions.FETCH_CONTENT_FULFILLED),
mergeMap((action: { payload: any }) => {
const state = state$.value;
const contentRef = action.payload.contentRef;
const model = selectors.model(state, { contentRef });
// If it's not a notebook, we shouldn't be here
if (!model || model.type !== "notebook") {
return EMPTY;
}
const dataToLog = {
nbCodeCells: 0,
nbRawCells: 0,
nbMarkdownCells: 0,
nbCells: 0
};
for (let [id, cell] of selectors.notebook.cellMap(model)) {
switch (cell.cell_type) {
case "code":
dataToLog.nbCodeCells++;
break;
case "markdown":
dataToLog.nbMarkdownCells++;
break;
case "raw":
dataToLog.nbRawCells++;
break;
}
dataToLog.nbCells++;
}
return of(
cdbActions.traceNotebookTelemetry({
action: TelemetryAction.NotebooksFetched,
actionModifier: ActionModifiers.Mark,
data: dataToLog
})
);
})
);
};
/**
* Log Kernel spec to start
* @param action$
* @param state$
*/
const traceNotebookKernelEpic = (
action$: Observable<AnyAction>,
state$: StateObservable<AppState>
): Observable<cdbActions.TraceNotebookTelemetryAction> => {
return action$.pipe(
ofType(actions.LAUNCH_KERNEL_SUCCESSFUL),
mergeMap((action: { payload: any; type: string }) => {
return of(
cdbActions.traceNotebookTelemetry({
action: TelemetryAction.NotebooksKernelSpecName,
actionModifier: ActionModifiers.Mark,
data: {
kernelSpecName: action.payload.kernel.name
}
})
);
})
);
};
export const allEpics = [
addInitialCodeCellEpic,
focusInitialCodeCellEpic,
@ -856,5 +958,8 @@ export const allEpics = [
executeFocusedCellAndFocusNextEpic,
closeUnsupportedMimetypesEpic,
closeContentFailedToFetchEpic,
restartWebSocketKernelEpic
restartWebSocketKernelEpic,
traceNotebookTelemetryEpic,
traceNotebookInfoEpic,
traceNotebookKernelEpic
];

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@ -1,7 +1,5 @@
import { actions, CoreRecord, reducers as nteractReducers } from "@nteract/core";
import { Action } from "redux";
import { Areas } from "../../../Common/Constants";
import * as TelemetryProcessor from "../../../Shared/Telemetry/TelemetryProcessor";
import * as cdbActions from "./actions";
import { CdbRecord } from "./types";
@ -72,17 +70,6 @@ export const cdbReducer = (state: CdbRecord, action: Action) => {
return state.set("hoveredCellId", typedAction.payload.cellId);
}
case cdbActions.TRACE_NOTEBOOK_TELEMETRY: {
const typedAction = action as cdbActions.TraceNotebookTelemetryAction;
TelemetryProcessor.trace(typedAction.payload.action, typedAction.payload.actionModifier, {
...typedAction.payload.data,
databaseAccountName: state.databaseAccountName,
defaultExperience: state.defaultExperience,
dataExplorerArea: Areas.Notebook
});
return state;
}
case cdbActions.UPDATE_NOTEBOOK_PARENT_DOM_ELTS: {
const typedAction = action as cdbActions.UpdateNotebookParentDomEltAction;
var parentEltsMap = state.get("currentNotebookParentElements");

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@ -14,6 +14,8 @@ import { CellToolbarContext } from "@nteract/stateful-components";
import { CellType, CellId } from "@nteract/commutable";
import * as selectors from "@nteract/selectors";
import { RecordOf } from "immutable";
import * as cdbActions from "../NotebookComponent/actions";
import { Action, ActionModifiers } from "../../../Shared/Telemetry/TelemetryConstants";
export interface ComponentProps {
contentRef: ContentRef;
@ -29,6 +31,7 @@ interface DispatchProps {
moveCell: (destinationId: CellId, above: boolean) => void;
clearOutputs: () => void;
deleteCell: () => void;
traceNotebookTelemetry: (action: Action, actionModifier?: string, data?: any) => void;
}
interface StateProps {
@ -48,12 +51,18 @@ class BaseToolbar extends React.PureComponent<ComponentProps & DispatchProps & S
{
key: "Run",
text: "Run",
onClick: this.props.executeCell
onClick: () => {
this.props.executeCell();
this.props.traceNotebookTelemetry(Action.NotebooksExecuteCellFromMenu, ActionModifiers.Mark);
}
},
{
key: "Clear Outputs",
text: "Clear Outputs",
onClick: this.props.clearOutputs
onClick: () => {
this.props.clearOutputs();
this.props.traceNotebookTelemetry(Action.NotebooksClearOutputsFromMenu, ActionModifiers.Mark);
}
},
{
key: "Divider",
@ -64,31 +73,43 @@ class BaseToolbar extends React.PureComponent<ComponentProps & DispatchProps & S
items = items.concat([
{
key: "Divider",
key: "Divider2",
itemType: ContextualMenuItemType.Divider
},
{
key: "Insert Code Cell Above",
text: "Insert Code Cell Above",
onClick: this.props.insertCodeCellAbove
onClick: () => {
this.props.insertCodeCellAbove();
this.props.traceNotebookTelemetry(Action.NotebooksInsertCodeCellAboveFromMenu, ActionModifiers.Mark);
}
},
{
key: "Insert Code Cell Below",
text: "Insert Code Cell Below",
onClick: this.props.insertCodeCellBelow
onClick: () => {
this.props.insertCodeCellBelow();
this.props.traceNotebookTelemetry(Action.NotebooksInsertCodeCellBelowFromMenu, ActionModifiers.Mark);
}
},
{
key: "Insert Text Cell Above",
text: "Insert Text Cell Above",
onClick: this.props.insertTextCellAbove
onClick: () => {
this.props.insertTextCellAbove();
this.props.traceNotebookTelemetry(Action.NotebooksInsertTextCellAboveFromMenu, ActionModifiers.Mark);
}
},
{
key: "Insert Text Cell Below",
text: "Insert Text Cell Below",
onClick: this.props.insertTextCellBelow
onClick: () => {
this.props.insertTextCellBelow();
this.props.traceNotebookTelemetry(Action.NotebooksInsertTextCellBelowFromMenu, ActionModifiers.Mark);
}
},
{
key: "Divider",
key: "Divider3",
itemType: ContextualMenuItemType.Divider
}
]);
@ -98,7 +119,10 @@ class BaseToolbar extends React.PureComponent<ComponentProps & DispatchProps & S
moveItems.push({
key: "Move Cell Up",
text: "Move Cell Up",
onClick: () => this.props.moveCell(this.props.cellIdAbove, true)
onClick: () => {
this.props.moveCell(this.props.cellIdAbove, true);
this.props.traceNotebookTelemetry(Action.NotebooksMoveCellUpFromMenu, ActionModifiers.Mark);
}
});
}
@ -106,13 +130,16 @@ class BaseToolbar extends React.PureComponent<ComponentProps & DispatchProps & S
moveItems.push({
key: "Move Cell Down",
text: "Move Cell Down",
onClick: () => this.props.moveCell(this.props.cellIdBelow, false)
onClick: () => {
this.props.moveCell(this.props.cellIdBelow, false);
this.props.traceNotebookTelemetry(Action.NotebooksMoveCellDownFromMenu, ActionModifiers.Mark);
}
});
}
if (moveItems.length > 0) {
moveItems.push({
key: "Divider",
key: "Divider4",
itemType: ContextualMenuItemType.Divider
});
items = items.concat(moveItems);
@ -121,7 +148,10 @@ class BaseToolbar extends React.PureComponent<ComponentProps & DispatchProps & S
items.push({
key: "Delete Cell",
text: "Delete Cell",
onClick: this.props.deleteCell
onClick: () => {
this.props.deleteCell();
this.props.traceNotebookTelemetry(Action.DeleteCellFromMenu, ActionModifiers.Mark);
}
});
const menuItemLabel = "More";
@ -156,7 +186,9 @@ const mapDispatchToProps = (
moveCell: (destinationId: CellId, above: boolean) =>
dispatch(actions.moveCell({ id, contentRef, destinationId, above })),
clearOutputs: () => dispatch(actions.clearOutputs({ id, contentRef })),
deleteCell: () => dispatch(actions.deleteCell({ id, contentRef }))
deleteCell: () => dispatch(actions.deleteCell({ id, contentRef })),
traceNotebookTelemetry: (action: Action, actionModifier?: string, data?: any) =>
dispatch(cdbActions.traceNotebookTelemetry({ action, actionModifier, data }))
});
const makeMapStateToProps = (state: AppState, ownProps: ComponentProps): ((state: AppState) => StateProps) => {

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@ -74,6 +74,30 @@ export class ResourceTreeAdapter implements ReactAdapter {
this.triggerRender();
}
private traceMyNotebookTreeInfo() {
const myNotebooksTree = this.myNotebooksContentRoot;
if (myNotebooksTree.children) {
// Count 1st generation children (tree is lazy-loaded)
const nodeCounts = { files: 0, notebooks: 0, directories: 0 };
myNotebooksTree.children.forEach(treeNode => {
switch ((treeNode as NotebookContentItem).type) {
case NotebookContentItemType.File:
nodeCounts.files++;
break;
case NotebookContentItemType.Directory:
nodeCounts.directories++;
break;
case NotebookContentItemType.Notebook:
nodeCounts.notebooks++;
break;
default:
break;
}
});
TelemetryProcessor.trace(Action.RefreshResourceTreeMyNotebooks, ActionModifiers.Mark, { ...nodeCounts });
}
}
public renderComponent(): JSX.Element {
const dataRootNode = this.buildDataTree();
const notebooksRootNode = this.buildNotebooksTrees();
@ -116,7 +140,10 @@ export class ResourceTreeAdapter implements ReactAdapter {
// Only if notebook server is available we can refresh
if (this.container.notebookServerInfo().notebookServerEndpoint) {
refreshTasks.push(
this.container.refreshContentItem(this.myNotebooksContentRoot).then(() => this.triggerRender())
this.container.refreshContentItem(this.myNotebooksContentRoot).then(() => {
this.triggerRender();
this.traceMyNotebookTreeInfo();
})
);
}

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@ -71,8 +71,22 @@ export enum Action {
NotebooksGitHubManageRepo,
NotebooksGitHubCommit,
NotebooksGitHubDisconnect,
NotebooksFetched,
NotebooksKernelSpecName,
NotebooksExecuteCellFromMenu,
NotebooksClearOutputsFromMenu,
NotebooksInsertCodeCellAboveFromMenu,
NotebooksInsertCodeCellBelowFromMenu,
NotebooksInsertTextCellAboveFromMenu,
NotebooksInsertTextCellBelowFromMenu,
NotebooksMoveCellUpFromMenu,
NotebooksMoveCellDownFromMenu,
DeleteCellFromMenu,
OpenTerminal,
CreateMongoCollectionWithWildcardIndex
CreateMongoCollectionWithWildcardIndex,
ClickCommandBarButton,
RefreshResourceTreeMyNotebooks,
ClickResourceTreeNodeContextMenuItem
}
export const ActionModifiers = {