From 1c5af1221e2f47c7682347a5ea0bd276f700daba Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Thu, 28 May 2026 11:10:10 -0700 Subject: [PATCH 01/36] added upload notebook modal logic --- .../component/menu/menu.component.html | 122 ++++++++++ .../component/menu/menu.component.ts | 217 +++++++++++++++++- .../component/workspace.component.html | 21 +- .../component/workspace.component.scss | 33 +++ .../component/workspace.component.ts | 48 +++- .../tool_popup_diagram.png | Bin 0 -> 119292 bytes 6 files changed, 433 insertions(+), 8 deletions(-) create mode 100644 frontend/src/assets/notebook_migration_tool/tool_popup_diagram.png diff --git a/frontend/src/app/workspace/component/menu/menu.component.html b/frontend/src/app/workspace/component/menu/menu.component.html index a21e4d56429..48a65b473ef 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.html +++ b/frontend/src/app/workspace/component/menu/menu.component.html @@ -149,6 +149,16 @@ nz-icon nzType="info-circle"> + @@ -456,3 +466,115 @@ + + +
+
+ Notebook to Workflow +
+ + +

+ This tool converts a Python Jupyter Notebook into a Texera workflow using LLM capabilities. After you submit a + notebook, the LLM service will generate a corresponding Texera workflow. The conversion time depends on the + notebook’s complexity and can take 1–5 minutes. Once the process is complete, the workflow workspace will reload + with: +

+
    +
  1. + The generated workflow ready to use (Note: you will still need to upload the dataset and connect it to the + workflow). +
    2. +
  2. A floating Jupyter window containing the uploaded notebook for reference.
    3. +
+

+ Feel free to navigate away from this tab while you wait for the workflow to generate. Please do not close the + window. +

+ + + + + Upload Python Jupyter Notebook + + +
+ + + + + + Selected file: {{ importForm.get('file')?.value?.name }} + +
+ + + + + + Select Model Type + + + + + + + + + + + + + + + + + + API Key + + + + + +
+ diff --git a/frontend/src/app/workspace/component/menu/menu.component.ts b/frontend/src/app/workspace/component/menu/menu.component.ts index 6375fbcee4e..3cb60766204 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.ts @@ -17,9 +17,21 @@ * under the License. */ -import { DatePipe, Location, NgIf, NgFor, NgTemplateOutlet } from "@angular/common"; -import { Component, ElementRef, Input, OnDestroy, OnInit, ViewChild } from "@angular/core"; +import { DatePipe, Location, NgIf, NgFor, NgTemplateOutlet, AsyncPipe, NgOptimizedImage } from "@angular/common"; +import { + Component, + ElementRef, + Input, + OnDestroy, + OnInit, + ViewChild, + Output, + EventEmitter, + TemplateRef, + ViewContainerRef, +} from "@angular/core"; import { Router, RouterLink } from "@angular/router"; +import { FormBuilder, FormGroup, Validators } from "@angular/forms"; import { UserService } from "../../../common/service/user/user.service"; import { DEFAULT_WORKFLOW_NAME, @@ -33,7 +45,7 @@ import { WorkflowActionService } from "../../service/workflow-graph/model/workfl import { ExecutionState } from "../../types/execute-workflow.interface"; import { WorkflowWebsocketService } from "../../service/workflow-websocket/workflow-websocket.service"; import { WorkflowResultExportService } from "../../service/workflow-result-export/workflow-result-export.service"; -import { catchError, debounceTime, filter, mergeMap, tap } from "rxjs/operators"; +import { catchError, debounceTime, filter, mergeMap, switchMap, tap } from "rxjs/operators"; import { UntilDestroy, untilDestroyed } from "@ngneat/until-destroy"; import { WorkflowUtilService } from "../../service/workflow-graph/util/workflow-util.service"; import { WorkflowVersionService } from "../../../dashboard/service/user/workflow-version/workflow-version.service"; @@ -43,7 +55,7 @@ import { saveAs } from "file-saver"; import { NotificationService } from "src/app/common/service/notification/notification.service"; import { OperatorMenuService } from "../../service/operator-menu/operator-menu.service"; import { CoeditorPresenceService } from "../../service/workflow-graph/model/coeditor-presence.service"; -import { firstValueFrom, of, Subscription, timer } from "rxjs"; +import { firstValueFrom, map, of, Subscription, timer } from "rxjs"; import { isDefined } from "../../../common/util/predicate"; import { NzModalService } from "ng-zorro-antd/modal"; import { ResultExportationComponent } from "../result-exportation/result-exportation.component"; @@ -74,6 +86,13 @@ import { NzPopoverDirective } from "ng-zorro-antd/popover"; import { NzSwitchComponent } from "ng-zorro-antd/switch"; import { NzBadgeComponent } from "ng-zorro-antd/badge"; import { NzTooltipDirective } from "ng-zorro-antd/tooltip"; +import { JupyterPanelService } from "../../service/jupyter-panel/jupyter-panel.service"; +import { v4 as uuidv4 } from "uuid"; +import { Notebook } from "../../service/notebook-migration/migration-llm"; +import { NotebookMigrationService } from "../../service/notebook-migration/notebook-migration.service"; +import { NzFormModule } from "ng-zorro-antd/form"; +import { NzSelectModule } from "ng-zorro-antd/select"; +import { ReactiveFormsModule } from "@angular/forms"; /** * MenuComponent is the top level menu bar that shows @@ -122,6 +141,11 @@ import { NzTooltipDirective } from "ng-zorro-antd/tooltip"; NzTooltipDirective, DatePipe, NzSpaceCompactComponent, + NzFormModule, + AsyncPipe, + NzSelectModule, + ReactiveFormsModule, + NgOptimizedImage, ], }) export class MenuComponent implements OnInit, OnDestroy { @@ -147,6 +171,8 @@ export class MenuComponent implements OnInit, OnDestroy { @Input() public currentExecutionName: string = ""; // reset executionName @Input() public particularVersionDate: string = ""; // placeholder for the metadata information of a particular workflow version @ViewChild("workflowNameInput") workflowNameInput: ElementRef | undefined; + // Emit an event to parent component (workspace) when AI generation starts or stops + @Output() public setWaitingForLLM = new EventEmitter(); // variable bound with HTML to decide if the running spinner should show public runButtonText = "Run"; @@ -167,6 +193,9 @@ export class MenuComponent implements OnInit, OnDestroy { @ViewChild(ComputingUnitSelectionComponent) computingUnitSelectionComponent!: ComputingUnitSelectionComponent; + public importForm: FormGroup; + @ViewChild("importNotebookModal", { static: true }) importModalTpl!: TemplateRef; + constructor( public executeWorkflowService: ExecuteWorkflowService, public workflowActionService: WorkflowActionService, @@ -189,7 +218,12 @@ export class MenuComponent implements OnInit, OnDestroy { private panelService: PanelService, private computingUnitStatusService: ComputingUnitStatusService, protected config: GuiConfigService, - private router: Router + private router: Router, + private fb: FormBuilder, + private modal: NzModalService, + private viewContainerRef: ViewContainerRef, + private jupyterPanelService: JupyterPanelService, + private notebookMigrationService: NotebookMigrationService ) { workflowWebsocketService .subscribeToEvent("ExecutionDurationUpdateEvent") @@ -219,6 +253,13 @@ export class MenuComponent implements OnInit, OnDestroy { // Subscribe to computing unit this.subscribeToComputingUnitSelection(); this.subscribeToComputingUnitStatus(); + + this.importForm = this.fb.group({ + description: [""], + file: [null, Validators.required], + model: [""], + apiKey: [""], + }); } public ngOnInit(): void { @@ -594,6 +635,172 @@ export class MenuComponent implements OnInit, OnDestroy { this.workflowActionService.deleteOperatorsAndLinks(allOperatorIDs); } + public get pythonNotebookMigrationEnabled(): boolean { + return this.config.env.pythonNotebookMigrationEnabled; + } + + openImportNotebookModal(): void { + const models$ = this.notebookMigrationService.getAvailableModels().pipe( + tap({ + error: () => this.notificationService.error("Failed to fetch models"), + }) + ); + + const modalRef = this.modal.create({ + nzTitle: "AI Generate Workflow from Python Notebook", + nzContent: this.importModalTpl, + nzViewContainerRef: this.viewContainerRef, + nzWidth: 700, + nzData: { + models$: models$, + }, + nzFooter: [ + { + label: "Cancel", + onClick: () => { + modalRef.close(); + }, + }, + { + label: "Submit", + type: "primary", + disabled: () => !this.importForm.valid, + onClick: () => { + const file: NzUploadFile = this.importForm.get("file")?.value; + const model: string = this.importForm.get("model")?.value; + const apiKey: string = this.importForm.get("apiKey")?.value; + this.onClickImportNotebook(file, model, apiKey); + modalRef.close(); // close after submit too + }, + }, + ], + }); + } + + public beforeUpload = (file: NzUploadFile) => { + this.importForm.patchValue({ file }); + this.importForm.get("file")?.markAsDirty(); + this.importForm.get("file")?.updateValueAndValidity(); + return false; // prevent auto upload + }; + + public onClickImportNotebook = (file: NzUploadFile, model: string, apiKey: string): boolean => { + const reader = new FileReader(); + + // Check if the file is a Jupyter notebook based on its extension + const fileExtension = file.name.split(".").pop()?.toLowerCase(); + if (fileExtension !== "ipynb") { + this.notificationService.error("Please upload a valid Jupyter Notebook (.ipynb) file."); + return false; + } + + this.setWaitingForLLM.emit(true); // start loading + + // Read the notebook file as text + reader.readAsText(file as any); + reader.onload = async () => { + try { + const result = reader.result; + if (typeof result !== "string") { + throw new Error("File content is not a valid string."); + } + + // Parse the content of the .ipynb file (it's in JSON format) + const notebookContent = JSON.parse(result) as Notebook; + + // Validate the notebook structure + if (!notebookContent || !Array.isArray(notebookContent.cells)) { + throw new Error("Invalid notebook structure."); + } + + // Add UUID's to each cell in the notebook + for (const cell of notebookContent.cells) { + if (!cell.metadata) { + cell.metadata = {}; + } + cell.metadata.uuid = uuidv4(); + } + + // Send Notebook JSON to pod to open in jupyterlab + await this.notebookMigrationService.sendNotebookToJupyter(notebookContent); + + // Get workflow and mapping from LLM + await this.notebookMigrationService + .sendToAIGenerateWorkflow(notebookContent, model, apiKey) + .then(result => { + if (result) { + const { workflowContent, mappingContent } = result; + + const fileExtensionIndex = file.name.lastIndexOf("."); + var workflowName: string; + if (fileExtensionIndex === -1) { + workflowName = file.name; + } else { + workflowName = file.name.substring(0, fileExtensionIndex); + } + if (workflowName.trim() === "") { + workflowName = DEFAULT_WORKFLOW_NAME; + } + + const workflow: Workflow = { + content: workflowContent, + name: `${workflowName}_GENERATED_BY_LLM`, + isPublished: 0, + description: undefined, + wid: undefined, + creationTime: undefined, + lastModifiedTime: undefined, + readonly: false, + }; + + this.workflowPersistService + .persistWorkflow(workflow) + .pipe( + switchMap((updatedWorkflow: Workflow) => { + const mappingID = "mapping_wid_" + updatedWorkflow.wid; + + this.notebookMigrationService.setMapping(mappingID, mappingContent); + + return this.notebookMigrationService + .storeNotebookAndMapping(updatedWorkflow.wid, 1, mappingContent, notebookContent) + .pipe(map(() => updatedWorkflow)); + }), + untilDestroyed(this) + ) + .subscribe({ + next: updatedWorkflow => { + this.workflowActionService.reloadWorkflow(updatedWorkflow, true); + this.jupyterPanelService.openPanel("JupyterNotebookPanel"); + this.notificationService.success("Successfully generated workflow and mapping from notebook."); + }, + error: (err: unknown) => { + this.notificationService.error("Failed to import notebook, check console for detailed error"); + console.error("Import notebook failed:", err); + }, + complete: () => { + this.setWaitingForLLM.emit(false); + }, + }); + } else { + console.error("Result is undefined"); + } + }) + .catch(error => { + this.notificationService.error("Error while communicating with LLM, check console for details"); + console.error("Error while fetching data from LLM: ", error); + }) + .finally(() => { + this.setWaitingForLLM.emit(false); // stop loading + }); + } catch (error) { + this.notificationService.error("Failed to import the notebook."); + console.error(error); + } + }; + + return false; // Prevent automatic upload handling + }; + public onClickImportWorkflow = (file: NzUploadFile): boolean => { const reader = new FileReader(); reader.readAsText(file as any); diff --git a/frontend/src/app/workspace/component/workspace.component.html b/frontend/src/app/workspace/component/workspace.component.html index c54446fb318..1ad2592e96b 100644 --- a/frontend/src/app/workspace/component/workspace.component.html +++ b/frontend/src/app/workspace/component/workspace.component.html @@ -21,7 +21,22 @@ + nzTip="Loading workflow..."> + + +
@@ -29,8 +44,10 @@ + [pid]="pid" + (setWaitingForLLM)="onWaitingForLLMChanged($event)"> + { + this.updateElapsedTime(); + }, 1000); + } + + stopTimer() { + clearInterval(this.timerInterval); + this.timerInterval = null; + this.startTime = null; + } + + updateElapsedTime() { + this.cdRef.detectChanges(); + } + + get formattedElapsedTime(): string { + if (!this.startTime) return "00:00"; + const diff = Date.now() - this.startTime; + const minutes = Math.floor(diff / 60000); + const seconds = Math.floor((diff % 60000) / 1000); + return `${minutes}:${seconds.toString().padStart(2, "0")}`; + } } diff --git a/frontend/src/assets/notebook_migration_tool/tool_popup_diagram.png b/frontend/src/assets/notebook_migration_tool/tool_popup_diagram.png new file mode 100644 index 0000000000000000000000000000000000000000..438cebc88c9585245470182c85afa37031c1658e GIT binary patch literal 119292 zcmeFYbyQT{`#x*~QX(y-ARx_vbSWSqr6S!OL-!Da0@5LZbVwuJ9U`40HFU!aT|*5F 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zjqbCm$)foIrzey?Xx6_@nfW3}I*N6q$t0a>afFY8pj9_RtG5aHF~AB%!wqYGSUTkuWa zH^^w=h}y+-2~-JGjblv905u!LAcBgB1uH9bqg&=`D`|TmRO)2Uj9b6>(ceCrPuG9a zukvshf6C3Ra#j3~bbX55yT6El`@MvO0Z}${p2Ytmr&&kL<~CoA&4xP((|$d2uBC&n zrWed4Ar}{ytxzZ5ho-BbSN#zzN;d$ulBZCL;p(Y|Z{Ap73^;l-KR3tRZge?Nwm}07 zK=HLApdZ-*{F8OofGL?fO!PDQ`*#l1TpzHLg>th8Vq=^$g zYtbE+N^utew1z7gdVjCNZD}Z3Au+;8U4!1HoG~qbCoBHp~YqfxPPK zYR3ry6$zl{zAI#}TYq8~`q!M`Yjl21)c9=AgzzFVG9H-Lf}uSCL|~qz-vM*`If!$G z!!TAB4yHa_ z{VOX1v{7qYL{?G~1MRI_9KymndU|?_YHB(#Sd2KM+6D{)VOF4}rM-0iEC)9?^xtdU zt&wac@J&lvIyyF|Xyyt-9x@*?+Y}nvFfDJadgpJT1y3pG08JEhnh^Kfn+^(=%WQ1} z=DaSHs6v*c<)|ieU{qlk=pmSDWpbqlhT}1)I zf%f4SH(8t%^#1>6SlZg!7CVdzp-gbbfVR=FvB`g5_i9530!f(LJ&XQT#lyz>d;mt;I|QDj%9p&d{Oc7@zs49*U2IJzgN~j{P4dx z{qL`X|0NE8f0hpZmpqUEd&yt_Uz@=1?C<|K@Z<>aKeK}mvi|v>V}Zy^^9+ES|MU9( x;D2@iZ)l$Xi$(u_^#306e=PKWhq-1>&k>fY&$LwT|01_rL00tz`uVH({~wh=^pgMp literal 0 HcmV?d00001 From 62307606f1b8e4d40bdb8b375844346df644ee84 Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Wed, 24 Jun 2026 10:23:35 -0700 Subject: [PATCH 02/36] remove unused api key input, auth via jwt --- .../workspace/component/menu/menu.component.html | 14 -------------- .../app/workspace/component/menu/menu.component.ts | 8 +++----- 2 files changed, 3 insertions(+), 19 deletions(-) diff --git a/frontend/src/app/workspace/component/menu/menu.component.html b/frontend/src/app/workspace/component/menu/menu.component.html index 43b6258e10f..519223044e0 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.html +++ b/frontend/src/app/workspace/component/menu/menu.component.html @@ -562,19 +562,5 @@ - - - - API Key - - - - - diff --git a/frontend/src/app/workspace/component/menu/menu.component.ts b/frontend/src/app/workspace/component/menu/menu.component.ts index 6f62a4146a6..33ec07e2737 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.ts @@ -253,7 +253,6 @@ export class MenuComponent implements OnInit, OnDestroy { description: [""], file: [null, Validators.required], model: [""], - apiKey: [""], }); } @@ -658,8 +657,7 @@ export class MenuComponent implements OnInit, OnDestroy { onClick: () => { const file: NzUploadFile = this.importForm.get("file")?.value; const model: string = this.importForm.get("model")?.value; - const apiKey: string = this.importForm.get("apiKey")?.value; - this.onClickImportNotebook(file, model, apiKey); + this.onClickImportNotebook(file, model); modalRef.close(); // close after submit too }, }, @@ -674,7 +672,7 @@ export class MenuComponent implements OnInit, OnDestroy { return false; // prevent auto upload }; - public onClickImportNotebook = (file: NzUploadFile, model: string, apiKey: string): boolean => { + public onClickImportNotebook = (file: NzUploadFile, model: string): boolean => { const reader = new FileReader(); // Check if the file is a Jupyter notebook based on its extension @@ -716,7 +714,7 @@ export class MenuComponent implements OnInit, OnDestroy { // Get workflow and mapping from LLM await this.notebookMigrationService - .sendToAIGenerateWorkflow(notebookContent, model, apiKey) + .sendToAIGenerateWorkflow(notebookContent, model) .then(result => { if (result) { const { workflowContent, mappingContent } = result; From ea6a8f9e20c2d6f75989bfc89dff0e88f06b5c6e Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Thu, 23 Jul 2026 15:20:36 -0700 Subject: [PATCH 03/36] use @if control flow for the llm spinner text instead of ngIf --- .../workspace/component/workspace.component.html | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/frontend/src/app/workspace/component/workspace.component.html b/frontend/src/app/workspace/component/workspace.component.html index 1ad2592e96b..b9efccc96f9 100644 --- a/frontend/src/app/workspace/component/workspace.component.html +++ b/frontend/src/app/workspace/component/workspace.component.html @@ -29,14 +29,14 @@ [nzSize]="'large'" [nzSpinning]="isWaitingForLLM"> - + @if (isWaitingForLLM) { + + }
From 29029186b2dc0cf8b2c39153715b516ae6ae7d87 Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Fri, 24 Jul 2026 13:55:06 -0700 Subject: [PATCH 04/36] add expand jupyter panel button to top menu bar --- .../component/menu/menu.component.html | 10 +++++ .../component/menu/menu.component.scss | 6 +++ .../component/menu/menu.component.spec.ts | 33 +++++++++++++++ .../component/menu/menu.component.ts | 13 ++++++ .../notebook_migration_tool/jupyter-logo.svg | 42 +++++++++++++++++++ 5 files changed, 104 insertions(+) create mode 100644 frontend/src/assets/notebook_migration_tool/jupyter-logo.svg diff --git a/frontend/src/app/workspace/component/menu/menu.component.html b/frontend/src/app/workspace/component/menu/menu.component.html index 519223044e0..8eab9537997 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.html +++ b/frontend/src/app/workspace/component/menu/menu.component.html @@ -159,6 +159,16 @@ nz-icon nzType="robot"> + diff --git a/frontend/src/app/workspace/component/menu/menu.component.scss b/frontend/src/app/workspace/component/menu/menu.component.scss index 414a1c9cef6..1ec134e971e 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.scss +++ b/frontend/src/app/workspace/component/menu/menu.component.scss @@ -190,3 +190,9 @@ texera-coeditor-user-icon { ::ng-deep .layers-dropdown { user-select: none; } + +.jupyter-notebook-icon { + height: 1.1em; + width: auto; + vertical-align: -0.2em; +} diff --git a/frontend/src/app/workspace/component/menu/menu.component.spec.ts b/frontend/src/app/workspace/component/menu/menu.component.spec.ts index caa86bf614d..570758c6f25 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.spec.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.spec.ts @@ -50,6 +50,9 @@ import { WorkflowContent } from "../../../common/type/workflow"; import { Router } from "@angular/router"; import { ReportGenerationService } from "../../service/report-generation/report-generation.service"; import { USER_WORKFLOW } from "../../../app-routing.constant"; +import { JupyterPanelService } from "../../service/jupyter-panel/jupyter-panel.service"; +import { GuiConfigService } from "../../../common/service/gui-config.service"; +import { MockGuiConfigService } from "../../../common/service/gui-config.service.mock"; import type { Mocked } from "vitest"; vi.mock("file-saver", () => ({ saveAs: vi.fn() })); @@ -114,6 +117,36 @@ describe("MenuComponent", () => { expect(component).toBeTruthy(); }); + describe("expand jupyter notebook panel", () => { + it("onClickExpandJupyterNotebookPanel delegates to JupyterPanelService", () => { + const openSpy = vi + .spyOn(TestBed.inject(JupyterPanelService), "openJupyterNotebookPanel") + .mockImplementation(() => {}); + + component.onClickExpandJupyterNotebookPanel(); + + expect(openSpy).toHaveBeenCalled(); + }); + + it("shows the expand-jupyter button only when the flag is on and a notebook exists", () => { + const button = () => fixture.nativeElement.querySelector('button[title="Expand Jupyter Notebook"]'); + // commonTestProviders' MockGuiConfigService defaults the flag to false, and no notebook exists. + expect(button()).toBeNull(); + + (TestBed.inject(GuiConfigService) as unknown as MockGuiConfigService).setConfig({ + pythonNotebookMigrationEnabled: true, + }); + fixture.detectChanges(); + // Flag on but the current workflow still has no notebook -> hidden. + expect(button()).toBeNull(); + + (TestBed.inject(JupyterPanelService) as any).jupyterNotebookExists$ = of(true); + fixture.detectChanges(); + // Flag on and a notebook exists -> shown. + expect(button()).not.toBeNull(); + }); + }); + describe("getRunButtonBehavior", () => { it("returns 'Invalid Workflow' when the workflow is invalid", () => { component.isWorkflowValid = false; diff --git a/frontend/src/app/workspace/component/menu/menu.component.ts b/frontend/src/app/workspace/component/menu/menu.component.ts index c172148a95b..9e285bb0ce8 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.ts @@ -628,6 +628,19 @@ export class MenuComponent implements OnInit, OnDestroy { return this.config.env.pythonNotebookMigrationEnabled; } + // Emits whether the current workflow has an associated Jupyter notebook, used to + // show the expand button only when there is a notebook to expand. + public get jupyterNotebookExists$() { + return this.jupyterPanelService.jupyterNotebookExists$; + } + + /** + * Expand and redisplay the Jupyter notebook panel. + */ + public onClickExpandJupyterNotebookPanel(): void { + this.jupyterPanelService.openJupyterNotebookPanel(); + } + openImportNotebookModal(): void { const models$ = this.notebookMigrationService.getAvailableModels().pipe( tap({ diff --git a/frontend/src/assets/notebook_migration_tool/jupyter-logo.svg b/frontend/src/assets/notebook_migration_tool/jupyter-logo.svg new file mode 100644 index 00000000000..4a63571eb56 --- /dev/null +++ b/frontend/src/assets/notebook_migration_tool/jupyter-logo.svg @@ -0,0 +1,42 @@ + +logo-8.svg +Created using Figma 0.90 + + + + + + + + + + + From 350a20572a3b93125c530e48e9a13fee28724feb Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Fri, 24 Jul 2026 13:55:34 -0700 Subject: [PATCH 05/36] formatting --- .../app/workspace/component/workspace.component.html | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/frontend/src/app/workspace/component/workspace.component.html b/frontend/src/app/workspace/component/workspace.component.html index b9efccc96f9..989b8f3c5e2 100644 --- a/frontend/src/app/workspace/component/workspace.component.html +++ b/frontend/src/app/workspace/component/workspace.component.html @@ -30,12 +30,12 @@ [nzSpinning]="isWaitingForLLM"> @if (isWaitingForLLM) { - + }
From 809f996c232b097b85ed697d6ed28be7c293d88f Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Tue, 28 Jul 2026 13:33:20 -0700 Subject: [PATCH 06/36] clear LLM spinner on notebook read and pre-generation errors --- frontend/src/app/workspace/component/menu/menu.component.ts | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/frontend/src/app/workspace/component/menu/menu.component.ts b/frontend/src/app/workspace/component/menu/menu.component.ts index 9e285bb0ce8..1d07a05ad6f 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.ts @@ -796,9 +796,15 @@ export class MenuComponent implements OnInit, OnDestroy { } catch (error) { this.notificationService.error("Failed to import the notebook."); console.error(error); + this.setWaitingForLLM.emit(false); } }; + reader.onerror = () => { + this.notificationService.error("Failed to read the notebook file."); + this.setWaitingForLLM.emit(false); + }; + return false; // Prevent automatic upload handling }; From 3a8aa2bd9efaf5c029e1e988025c0972869e70c4 Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Tue, 28 Jul 2026 13:42:05 -0700 Subject: [PATCH 07/36] clear LLM spinner only after workflow persist pipeline settles --- frontend/src/app/workspace/component/menu/menu.component.ts | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/frontend/src/app/workspace/component/menu/menu.component.ts b/frontend/src/app/workspace/component/menu/menu.component.ts index 1d07a05ad6f..6904cc56cdb 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.ts @@ -777,6 +777,7 @@ export class MenuComponent implements OnInit, OnDestroy { error: (err: unknown) => { this.notificationService.error("Failed to import notebook, check console for detailed error"); console.error("Import notebook failed:", err); + this.setWaitingForLLM.emit(false); }, complete: () => { this.setWaitingForLLM.emit(false); @@ -784,14 +785,13 @@ export class MenuComponent implements OnInit, OnDestroy { }); } else { console.error("Result is undefined"); + this.setWaitingForLLM.emit(false); } }) .catch(error => { this.notificationService.error("Error while communicating with LLM, check console for details"); console.error("Error while fetching data from LLM: ", error); - }) - .finally(() => { - this.setWaitingForLLM.emit(false); // stop loading + this.setWaitingForLLM.emit(false); }); } catch (error) { this.notificationService.error("Failed to import the notebook."); From 3ed3c221bdd8d4d79b60105b2a998197813dad7b Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Tue, 28 Jul 2026 13:47:31 -0700 Subject: [PATCH 08/36] stop elapsed-time timer on workspace destroy --- frontend/src/app/workspace/component/workspace.component.ts | 1 + 1 file changed, 1 insertion(+) diff --git a/frontend/src/app/workspace/component/workspace.component.ts b/frontend/src/app/workspace/component/workspace.component.ts index 47bfec81655..62ba5a40f8b 100644 --- a/frontend/src/app/workspace/component/workspace.component.ts +++ b/frontend/src/app/workspace/component/workspace.component.ts @@ -205,6 +205,7 @@ export class WorkspaceComponent implements AfterViewInit, OnInit, OnDestroy { // re-entered workflow starts clean instead of reusing the previous one. this.computingUnitStatusService.disconnect(); this.resetWorkflowSessionState(); + this.stopTimer(); } /** From eda133706625fd2de33a4656c80deb94ac725665 Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Tue, 28 Jul 2026 13:50:19 -0700 Subject: [PATCH 09/36] show no-models state instead of empty model dropdown on fetch failure --- .../src/app/workspace/component/menu/menu.component.html | 7 +++++++ .../src/app/workspace/component/menu/menu.component.ts | 6 +----- 2 files changed, 8 insertions(+), 5 deletions(-) diff --git a/frontend/src/app/workspace/component/menu/menu.component.html b/frontend/src/app/workspace/component/menu/menu.component.html index 8eab9537997..a5a71c75f58 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.html +++ b/frontend/src/app/workspace/component/menu/menu.component.html @@ -553,6 +553,7 @@ @@ -561,6 +562,12 @@ [nzValue]="model.name" [nzLabel]="model.name"> + + + diff --git a/frontend/src/app/workspace/component/menu/menu.component.ts b/frontend/src/app/workspace/component/menu/menu.component.ts index 6904cc56cdb..bd9d76c29c7 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.ts @@ -642,11 +642,7 @@ export class MenuComponent implements OnInit, OnDestroy { } openImportNotebookModal(): void { - const models$ = this.notebookMigrationService.getAvailableModels().pipe( - tap({ - error: () => this.notificationService.error("Failed to fetch models"), - }) - ); + const models$ = this.notebookMigrationService.getAvailableModels(); const modalRef = this.modal.create({ nzTitle: "AI Generate Workflow from Python Notebook", From 8cd5afa3c9c69085a9a887a1bd65ce41e6085d52 Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Tue, 28 Jul 2026 13:51:47 -0700 Subject: [PATCH 10/36] require model selection before submitting notebook import --- frontend/src/app/workspace/component/menu/menu.component.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/frontend/src/app/workspace/component/menu/menu.component.ts b/frontend/src/app/workspace/component/menu/menu.component.ts index bd9d76c29c7..5090529227e 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.ts @@ -252,7 +252,7 @@ export class MenuComponent implements OnInit, OnDestroy { this.importForm = this.fb.group({ description: [""], file: [null, Validators.required], - model: [""], + model: ["", Validators.required], }); } From 07f3213df0e04e3c32310e97dc61204f58e6f51e Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Tue, 28 Jul 2026 13:55:24 -0700 Subject: [PATCH 11/36] reuse existing ChangeDetectorRef in workspace timer --- frontend/src/app/workspace/component/workspace.component.ts | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/frontend/src/app/workspace/component/workspace.component.ts b/frontend/src/app/workspace/component/workspace.component.ts index 62ba5a40f8b..f16899af6f2 100644 --- a/frontend/src/app/workspace/component/workspace.component.ts +++ b/frontend/src/app/workspace/component/workspace.component.ts @@ -136,8 +136,7 @@ export class WorkspaceComponent implements AfterViewInit, OnInit, OnDestroy { private changeDetectorRef: ChangeDetectorRef, private computingUnitStatusService: ComputingUnitStatusService, private executeWorkflowService: ExecuteWorkflowService, - private workflowResultService: WorkflowResultService, - private cdRef: ChangeDetectorRef + private workflowResultService: WorkflowResultService ) {} ngOnInit() { @@ -389,7 +388,7 @@ export class WorkspaceComponent implements AfterViewInit, OnInit, OnDestroy { } updateElapsedTime() { - this.cdRef.detectChanges(); + this.changeDetectorRef.detectChanges(); } get formattedElapsedTime(): string { From f8ca5428ccbe2f6bfbc6b4a7caa40635f95be47e Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Tue, 28 Jul 2026 13:57:17 -0700 Subject: [PATCH 12/36] notify user when notebook generation returns no workflow --- frontend/src/app/workspace/component/menu/menu.component.ts | 1 + 1 file changed, 1 insertion(+) diff --git a/frontend/src/app/workspace/component/menu/menu.component.ts b/frontend/src/app/workspace/component/menu/menu.component.ts index 5090529227e..ad606c200a8 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.ts @@ -780,6 +780,7 @@ export class MenuComponent implements OnInit, OnDestroy { }, }); } else { + this.notificationService.error("No workflow was generated from the notebook."); console.error("Result is undefined"); this.setWaitingForLLM.emit(false); } From 0875a7862075ac3d18b523dc87a0174cabd90d69 Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Tue, 28 Jul 2026 13:59:18 -0700 Subject: [PATCH 13/36] use let instead of var for workflowName --- frontend/src/app/workspace/component/menu/menu.component.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/frontend/src/app/workspace/component/menu/menu.component.ts b/frontend/src/app/workspace/component/menu/menu.component.ts index ad606c200a8..73017b1b27a 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.ts @@ -729,7 +729,7 @@ export class MenuComponent implements OnInit, OnDestroy { const { workflowContent, mappingContent } = result; const fileExtensionIndex = file.name.lastIndexOf("."); - var workflowName: string; + let workflowName: string; if (fileExtensionIndex === -1) { workflowName = file.name; } else { From f7ca73d4d26d697843292fa969e81c9984d2aa7c Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Tue, 28 Jul 2026 14:01:51 -0700 Subject: [PATCH 14/36] type timerInterval and guard clearInterval against null --- frontend/src/app/workspace/component/workspace.component.ts | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/frontend/src/app/workspace/component/workspace.component.ts b/frontend/src/app/workspace/component/workspace.component.ts index f16899af6f2..3ef0d4d3730 100644 --- a/frontend/src/app/workspace/component/workspace.component.ts +++ b/frontend/src/app/workspace/component/workspace.component.ts @@ -95,7 +95,7 @@ export class WorkspaceComponent implements AfterViewInit, OnInit, OnDestroy { public isLoading: boolean = false; // variable to track whether we are waiting for AI to finish generating (whether a loading icon should show) public isWaitingForLLM = false; - private timerInterval: any; + private timerInterval: ReturnType | null = null; private startTime: number | null = null; @ViewChild("codeEditor", { read: ViewContainerRef }) codeEditorViewRef!: ViewContainerRef; @@ -382,7 +382,9 @@ export class WorkspaceComponent implements AfterViewInit, OnInit, OnDestroy { } stopTimer() { - clearInterval(this.timerInterval); + if (this.timerInterval !== null) { + clearInterval(this.timerInterval); + } this.timerInterval = null; this.startTime = null; } From 0b5ee0439e2a97bad3928272e735d284f4bf5d5b Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Tue, 28 Jul 2026 14:03:25 -0700 Subject: [PATCH 15/36] remove unused description control from notebook import form --- frontend/src/app/workspace/component/menu/menu.component.ts | 1 - 1 file changed, 1 deletion(-) diff --git a/frontend/src/app/workspace/component/menu/menu.component.ts b/frontend/src/app/workspace/component/menu/menu.component.ts index 73017b1b27a..bb76df02c2a 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.ts @@ -250,7 +250,6 @@ export class MenuComponent implements OnInit, OnDestroy { this.subscribeToComputingUnitStatus(); this.importForm = this.fb.group({ - description: [""], file: [null, Validators.required], model: ["", Validators.required], }); From bb68d62a87780441523a0a6d33bd4b8e16f7fb76 Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Tue, 28 Jul 2026 14:05:42 -0700 Subject: [PATCH 16/36] make elapsed-time default match single-digit minute format --- frontend/src/app/workspace/component/workspace.component.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/frontend/src/app/workspace/component/workspace.component.ts b/frontend/src/app/workspace/component/workspace.component.ts index 3ef0d4d3730..8e0b94e7590 100644 --- a/frontend/src/app/workspace/component/workspace.component.ts +++ b/frontend/src/app/workspace/component/workspace.component.ts @@ -394,7 +394,7 @@ export class WorkspaceComponent implements AfterViewInit, OnInit, OnDestroy { } get formattedElapsedTime(): string { - if (!this.startTime) return "00:00"; + if (!this.startTime) return "0:00"; const diff = Date.now() - this.startTime; const minutes = Math.floor(diff / 60000); const seconds = Math.floor((diff % 60000) / 1000); From 1419ec548e39744bc6d053e19da103792bc6bcef Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Tue, 28 Jul 2026 14:11:54 -0700 Subject: [PATCH 17/36] move notebook import modal inline styles into scss classes --- .../component/menu/menu.component.html | 41 ++++++---------- .../component/menu/menu.component.scss | 48 +++++++++++++++++++ 2 files changed, 63 insertions(+), 26 deletions(-) diff --git a/frontend/src/app/workspace/component/menu/menu.component.html b/frontend/src/app/workspace/component/menu/menu.component.html index a5a71c75f58..c612946ec7e 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.html +++ b/frontend/src/app/workspace/component/menu/menu.component.html @@ -483,38 +483,29 @@
-
+
Notebook to Workflow + height="479" />
-

+

This tool converts a Python Jupyter Notebook into a Texera workflow using LLM capabilities. After you submit a notebook, the LLM service will generate a corresponding Texera workflow. The conversion time depends on the notebook’s complexity and can take 1–5 minutes. Once the process is complete, the workflow workspace will reload with:

-
    +
    1. The generated workflow ready to use (Note: you will still need to upload the dataset and connect it to the workflow).
    2. A floating Jupyter window containing the uploaded notebook for reference.
    -

    +

    Feel free to navigate away from this tab while you wait for the workflow to generate. Please do not close the window.

    @@ -522,16 +513,14 @@ - Upload Python Jupyter Notebook + Upload Python Jupyter Notebook -
    +
    -
    + +

    This tool converts a Python Jupyter Notebook into a Texera workflow using LLM capabilities. After you submit a diff --git a/frontend/src/app/workspace/component/menu/menu.component.scss b/frontend/src/app/workspace/component/menu/menu.component.scss index d567972c67d..2fffeb8e369 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.scss +++ b/frontend/src/app/workspace/component/menu/menu.component.scss @@ -243,4 +243,9 @@ texera-coeditor-user-icon { &-select { width: 50%; } + + &-warning { + display: block; + margin-bottom: 12px; + } } diff --git a/frontend/src/app/workspace/component/menu/menu.component.spec.ts b/frontend/src/app/workspace/component/menu/menu.component.spec.ts index c29fe7a7c9b..84d4089fe05 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.spec.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.spec.ts @@ -49,7 +49,7 @@ import type { ComputingUnitSelectionComponent } from "../power-button/computing- import { WorkflowContent } from "../../../common/type/workflow"; import { Router } from "@angular/router"; import { ReportGenerationService } from "../../service/report-generation/report-generation.service"; -import { USER_WORKFLOW } from "../../../app-routing.constant"; +import { USER_WORKFLOW, USER_WORKSPACE } from "../../../app-routing.constant"; import { JupyterPanelService } from "../../service/jupyter-panel/jupyter-panel.service"; import { NotebookMigrationService } from "../../service/notebook-migration/notebook-migration.service"; import { NzUploadFile } from "ng-zorro-antd/upload"; @@ -922,6 +922,50 @@ describe("MenuComponent", () => { expect(notebookMigrationService.getAvailableModels).toHaveBeenCalledTimes(1); }); + // Opens the modal, returns its Submit button's onClick and the modal ref so tests can + // drive the submit path (which is where the overwrite confirmation lives). + function openModalAndGetSubmit(): { submit: () => void; modalRef: NzModalRef } { + vi.spyOn(notebookMigrationService, "getAvailableModels").mockReturnValue(of([])); + const modalRef = { close: vi.fn() } as unknown as NzModalRef; + const createSpy = vi.spyOn(modalService, "create").mockReturnValue(modalRef); + component.openImportNotebookModal(); + const config = createSpy.mock.calls[0][0] as ModalOptions; + const submit = (config.nzFooter as { label: string; onClick: () => void }[]).find(b => b.label === "Submit")!; + return { submit: submit.onClick, modalRef }; + } + + it("Submit imports directly (no confirmation) when the current workflow is empty", () => { + const importSpy = vi.spyOn(component, "onClickImportNotebook").mockReturnValue(false); + const confirmSpy = vi.spyOn(modalService, "confirm").mockImplementation(() => ({}) as NzModalRef); + + const { submit, modalRef } = openModalAndGetSubmit(); + submit(); + + expect(confirmSpy).not.toHaveBeenCalled(); + expect(importSpy).toHaveBeenCalledTimes(1); + expect(modalRef.close).toHaveBeenCalled(); + }); + + it("Submit confirms before overwriting a non-empty workflow, and imports only on confirm", () => { + workflowActionService.addOperator(mockScanPredicate, mockPoint); + const importSpy = vi.spyOn(component, "onClickImportNotebook").mockReturnValue(false); + const confirmSpy = vi.spyOn(modalService, "confirm").mockImplementation(() => ({}) as NzModalRef); + + const { submit, modalRef } = openModalAndGetSubmit(); + submit(); + + // Confirmation is shown; the import has not started and the modal is still open. + expect(confirmSpy).toHaveBeenCalledTimes(1); + expect(importSpy).not.toHaveBeenCalled(); + expect(modalRef.close).not.toHaveBeenCalled(); + + // Confirming ("Overwrite") starts the import and closes the modal. + const confirmConfig = confirmSpy.mock.calls[0][0] as { nzOnOk: () => void }; + confirmConfig.nzOnOk(); + expect(importSpy).toHaveBeenCalledTimes(1); + expect(modalRef.close).toHaveBeenCalled(); + }); + it("beforeUpload stores the file on the form and prevents auto-upload", () => { const file = { name: "x.ipynb" } as NzUploadFile; @@ -942,46 +986,10 @@ describe("MenuComponent", () => { expect(emitSpy).not.toHaveBeenCalledWith(true); }); - it("on success: reloads the workflow, opens the jupyter panel, and toggles the loading flag on then off", async () => { - const persistedWorkflow = { - wid: 99, - name: "my_nb_GENERATED_BY_LLM", - content: { operators: [], links: [], commentBoxes: [], settings: {} } as unknown as WorkflowContent, - isPublished: 0, - readonly: false, - } as any; - - vi.spyOn(notebookMigrationService, "sendNotebookToJupyter").mockResolvedValue(undefined as any); - vi.spyOn(notebookMigrationService, "sendToAIGenerateWorkflow").mockResolvedValue({ - workflowContent: persistedWorkflow.content, - mappingContent: { some: "mapping" } as any, - }); - vi.spyOn(notebookMigrationService, "setMapping").mockImplementation(() => {}); - vi.spyOn(notebookMigrationService, "storeNotebookAndMapping").mockReturnValue( - of({ success: true, message: "ok" }) as any - ); - vi.spyOn(workflowPersistService, "persistWorkflow").mockReturnValue(of(persistedWorkflow)); - const reloadSpy = vi.spyOn(workflowActionService, "reloadWorkflow").mockImplementation(() => {}); - // openPanel (not openJupyterNotebookPanel) is used deliberately: reloadWorkflow's - // synchronous wid-change handler deletes the just-stored mapping, so the hasMapping - // gate in openJupyterNotebookPanel would spuriously fail. See the component comment. - const openPanelSpy = vi.spyOn(jupyterPanelService, "openPanel").mockImplementation(() => {}); - const successSpy = vi.spyOn(notificationService, "success").mockImplementation(() => {}); - const emitSpy = vi.spyOn(component.setWaitingForLLM, "emit"); - - component.onClickImportNotebook(ipynbFile(validNotebook), "gpt-4"); - - await vi.waitFor(() => expect(emitSpy).toHaveBeenCalledWith(false)); - - expect(emitSpy).toHaveBeenCalledWith(true); - expect(reloadSpy).toHaveBeenCalledWith(persistedWorkflow, true); - expect(openPanelSpy).toHaveBeenCalledWith("JupyterNotebookPanel"); - expect(successSpy).toHaveBeenCalled(); - }); - - // The guarded wid reuse avoids leaving the empty "Untitled workflow" behind as - // a duplicate: an empty current workflow is overwritten in place, while a - // non-empty one is preserved and the generated workflow is created separately. + // Import always overwrites the current workflow: it reuses the current wid so + // persistWorkflow updates that row in place. When the current workflow was never + // saved (no wid) a new row is created and the wid changes, which routes the notebook + // send + panel open through JupyterPanelService.init() instead of doing it here. function stubGenerationServices() { vi.spyOn(notebookMigrationService, "sendNotebookToJupyter").mockResolvedValue(undefined as any); vi.spyOn(notebookMigrationService, "sendToAIGenerateWorkflow").mockResolvedValue({ @@ -993,11 +1001,13 @@ describe("MenuComponent", () => { vi.spyOn(workflowActionService, "reloadWorkflow").mockImplementation(() => {}); vi.spyOn(jupyterPanelService, "openPanel").mockImplementation(() => {}); vi.spyOn(notificationService, "success").mockImplementation(() => {}); + // The new-row branch updates the URL via Location.go; stub it out. + vi.spyOn(location, "go").mockImplementation(() => {}); } - it("reuses the current workflow's wid (overwrite in place) when the current workflow is empty", async () => { + it("overwrites the saved current workflow in place, reloads it, and opens the panel itself", async () => { stubGenerationServices(); - // Empty graph (no operators/comment boxes) + an existing wid -> overwrite it. + // Saved current workflow (wid 7); persist keeps the same wid, so the wid does not change. vi.spyOn(workflowActionService, "getWorkflow").mockReturnValue({ wid: 7 } as any); const persistSpy = vi.spyOn(workflowPersistService, "persistWorkflow").mockReturnValue(of({ wid: 7 } as any)); const emitSpy = vi.spyOn(component.setWaitingForLLM, "emit"); @@ -1005,21 +1015,35 @@ describe("MenuComponent", () => { component.onClickImportNotebook(ipynbFile(validNotebook), "gpt-4"); await vi.waitFor(() => expect(emitSpy).toHaveBeenCalledWith(false)); - expect(persistSpy).toHaveBeenCalledTimes(1); + expect(emitSpy).toHaveBeenCalledWith(true); + // Reuses the current wid so the row is overwritten in place, and reloads on the live canvas. expect(persistSpy.mock.calls[0][0].wid).toBe(7); + expect(workflowActionService.reloadWorkflow).toHaveBeenCalledWith({ wid: 7 }, true); + // wid unchanged: we send the notebook + open the panel ourselves (init() does not react). + expect(notebookMigrationService.sendNotebookToJupyter).toHaveBeenCalled(); + expect(jupyterPanelService.openPanel).toHaveBeenCalledWith("JupyterNotebookPanel"); + // Stayed on the same workflow, so the URL is not changed. + expect(location.go).not.toHaveBeenCalled(); }); - it("creates a new workflow (undefined wid) when the current workflow has operators", async () => { + it("creates a new row and points the URL at it when the current workflow was never saved", async () => { stubGenerationServices(); - workflowActionService.addOperator(mockScanPredicate, mockPoint); + // Current workflow has no wid; persist returns a new wid, so the wid changes. + vi.spyOn(workflowActionService, "getWorkflow").mockReturnValue({ wid: undefined } as any); const persistSpy = vi.spyOn(workflowPersistService, "persistWorkflow").mockReturnValue(of({ wid: 99 } as any)); const emitSpy = vi.spyOn(component.setWaitingForLLM, "emit"); component.onClickImportNotebook(ipynbFile(validNotebook), "gpt-4"); await vi.waitFor(() => expect(emitSpy).toHaveBeenCalledWith(false)); - expect(persistSpy).toHaveBeenCalledTimes(1); + // No current wid -> the backend inserts a new row. expect(persistSpy.mock.calls[0][0].wid).toBeUndefined(); + expect(workflowActionService.reloadWorkflow).toHaveBeenCalledWith({ wid: 99 }, true); + expect(location.go).toHaveBeenCalledWith(`${USER_WORKSPACE}/99`); + // wid changed: JupyterPanelService.init() sends the notebook + opens the panel, not us, + // so the "sent to Jupyter" toast fires only once. + expect(notebookMigrationService.sendNotebookToJupyter).not.toHaveBeenCalled(); + expect(jupyterPanelService.openPanel).not.toHaveBeenCalled(); }); it("on LLM error: surfaces an error notification and clears the loading flag", async () => { diff --git a/frontend/src/app/workspace/component/menu/menu.component.ts b/frontend/src/app/workspace/component/menu/menu.component.ts index cc40bfa9d8b..0ad426fd5e0 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.ts @@ -62,7 +62,7 @@ import { ResultExportationComponent } from "../result-exportation/result-exporta import { ReportGenerationService } from "../../service/report-generation/report-generation.service"; import { ShareAccessComponent } from "src/app/dashboard/component/user/share-access/share-access.component"; import { PanelService } from "../../service/panel/panel.service"; -import { USER_WORKFLOW } from "../../../app-routing.constant"; +import { USER_WORKFLOW, USER_WORKSPACE } from "../../../app-routing.constant"; import { ComputingUnitStatusService } from "../../../common/service/computing-unit/computing-unit-status/computing-unit-status.service"; import { ComputingUnitState } from "../../../common/type/computing-unit-connection.interface"; import { ComputingUnitSelectionComponent } from "../power-button/computing-unit-selection.component"; @@ -92,6 +92,7 @@ import { Notebook } from "../../service/notebook-migration/migration-llm"; import { NotebookMigrationService } from "../../service/notebook-migration/notebook-migration.service"; import { NzFormModule } from "ng-zorro-antd/form"; import { NzSelectModule } from "ng-zorro-antd/select"; +import { NzAlertModule } from "ng-zorro-antd/alert"; import { ReactiveFormsModule } from "@angular/forms"; /** @@ -144,6 +145,7 @@ import { ReactiveFormsModule } from "@angular/forms"; NzFormModule, AsyncPipe, NzSelectModule, + NzAlertModule, ReactiveFormsModule, NgOptimizedImage, ], @@ -665,8 +667,28 @@ export class MenuComponent implements OnInit, OnDestroy { onClick: () => { const file: NzUploadFile = this.importForm.get("file")?.value; const model: string = this.importForm.get("model")?.value; - this.onClickImportNotebook(file, model); - modalRef.close(); // close after submit too + const startImport = () => { + this.onClickImportNotebook(file, model); + modalRef.close(); + }; + // Generating overwrites the currently open workflow. Confirm first only when + // there is actual content to replace; a fresh empty workflow needs no prompt. + const graph = this.workflowActionService.getTexeraGraph(); + const currentWorkflowHasContent = + graph.getAllOperators().length > 0 || graph.getAllCommentBoxes().length > 0; + if (currentWorkflowHasContent) { + this.modal.confirm({ + nzTitle: "Overwrite current workflow?", + nzContent: + "Generating will replace the contents of the workflow you have open. " + + "The previous version is kept in this workflow's version history.", + nzOkText: "Overwrite", + nzOkDanger: true, + nzOnOk: startImport, + }); + } else { + startImport(); + } }, }, ], @@ -717,9 +739,6 @@ export class MenuComponent implements OnInit, OnDestroy { cell.metadata.uuid = uuidv4(); } - // Send Notebook JSON to pod to open in jupyterlab - await this.notebookMigrationService.sendNotebookToJupyter(notebookContent); - // Get workflow and mapping from LLM await this.notebookMigrationService .sendToAIGenerateWorkflow(notebookContent, model) @@ -738,17 +757,12 @@ export class MenuComponent implements OnInit, OnDestroy { workflowName = DEFAULT_WORKFLOW_NAME; } - // Overwrite the current workflow only when it is empty (the common - // case: a freshly opened "Untitled workflow"). Reusing its wid makes - // persistWorkflow update that row in place instead of inserting a new - // one, which would otherwise leave the empty workflow behind as a - // duplicate. If the current workflow has any content, keep wid - // undefined so the generated workflow is created separately and the - // user's existing work is not clobbered. - const currentGraph = this.workflowActionService.getTexeraGraph(); - const currentWorkflowEmpty = - currentGraph.getAllOperators().length === 0 && currentGraph.getAllCommentBoxes().length === 0; - const reuseWid = currentWorkflowEmpty ? this.workflowActionService.getWorkflow().wid : undefined; + // Always overwrite the current workflow: reuse its wid so persistWorkflow + // updates that row in place instead of inserting a new one (which would leave + // a duplicate behind). Read it now, after generation, so a wid assigned by + // auto-persist during the wait is picked up. If the current workflow was never + // saved, wid is undefined and a new row is created (there is nothing to overwrite). + const reuseWid = this.workflowActionService.getWorkflow().wid; const workflow: Workflow = { content: workflowContent, @@ -777,14 +791,27 @@ export class MenuComponent implements OnInit, OnDestroy { ) .subscribe({ next: updatedWorkflow => { - this.workflowActionService.reloadWorkflow(updatedWorkflow, true); - // Use openPanel, not openJupyterNotebookPanel, here on purpose: reloadWorkflow - // above changes the wid, and JupyterPanelService.init()'s synchronous - // wid-change handler runs closeJupyterNotebookPanel(), which deletes the - // mapping we just stored. openJupyterNotebookPanel() gates on hasMapping and - // would therefore fail with a spurious warning; openPanel opens unconditionally. - this.jupyterPanelService.openPanel("JupyterNotebookPanel"); this.notificationService.success("Successfully generated workflow and mapping from notebook."); + // Reload the generated workflow onto the current (already live) canvas so it + // renders immediately; we never remount the workspace. + this.workflowActionService.reloadWorkflow(updatedWorkflow, true); + if (reuseWid === updatedWorkflow.wid) { + // Overwrote the current workflow in place: the wid did not change, so + // JupyterPanelService.init() does not react. Send the notebook to Jupyter + // and open the panel ourselves. Use openPanel, not openJupyterNotebookPanel: + // init()'s wid-change handler is not involved and openPanel opens + // unconditionally without the hasMapping gate. + this.notebookMigrationService + .sendNotebookToJupyter(notebookContent) + .then(() => this.jupyterPanelService.openPanel("JupyterNotebookPanel")); + } else { + // The current workflow had never been saved, so a new row was created and the + // wid changed. reloadWorkflow's synchronous wid change drives init() to fetch + // the stored notebook/mapping, send it to Jupyter, and open the panel, so we + // do not do that here (doing so would double the "sent to Jupyter" toast). + // Point the URL at the generated workflow. + this.location.go(`${USER_WORKSPACE}/${updatedWorkflow.wid}`); + } }, error: (err: unknown) => { this.notificationService.error("Failed to import notebook, check console for detailed error"); From d2c22315675d6fa8ccc48fee76b3e88b1cfde924 Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Tue, 28 Jul 2026 16:05:40 -0700 Subject: [PATCH 24/36] refine notebook import modal layout --- .../component/menu/menu.component.html | 4 ++-- .../component/menu/menu.component.scss | 18 ++++++++++++------ 2 files changed, 14 insertions(+), 8 deletions(-) diff --git a/frontend/src/app/workspace/component/menu/menu.component.html b/frontend/src/app/workspace/component/menu/menu.component.html index aec22d236b3..514021bb2c2 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.html +++ b/frontend/src/app/workspace/component/menu/menu.component.html @@ -481,6 +481,7 @@ #importNotebookModal let-data>

    @@ -495,8 +496,7 @@ class="import-modal-warning" nzType="warning" nzShowIcon - nzMessage="This replaces your current workflow" - nzDescription="Generating will overwrite the contents of the workflow you have open. The previous version is kept in this workflow's version history."> + nzMessage="Generating overwrites your current workflow; the previous version is kept in version history.">

    diff --git a/frontend/src/app/workspace/component/menu/menu.component.scss b/frontend/src/app/workspace/component/menu/menu.component.scss index 2fffeb8e369..2bbc4ffc58b 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.scss +++ b/frontend/src/app/workspace/component/menu/menu.component.scss @@ -198,6 +198,11 @@ texera-coeditor-user-icon { } .import-modal { + // Tighten the default form-item spacing so the modal fits without scrolling. + &-form nz-form-item { + margin-bottom: 12px; + } + &-diagram { text-align: center; margin-bottom: 12px; @@ -211,23 +216,24 @@ texera-coeditor-user-icon { &-text { margin: 0; - font-size: 16px; + font-size: 15px; + line-height: 1.4; font-weight: 500; user-select: text; } &-list { - margin-top: 4px; - margin-bottom: 0; + margin: 4px 0 0; padding-left: 20px; - font-size: 16px; + font-size: 15px; + line-height: 1.4; font-weight: 500; user-select: text; } &-label { - font-size: 16px; - font-weight: 900; + font-size: 14px; + font-weight: 700; } &-upload-row { From 8493f972989536eec7603a2f3172396411afdcc0 Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Fri, 31 Jul 2026 14:29:12 -0700 Subject: [PATCH 25/36] auto layout generated workflow after notebook import --- .../app/workspace/component/menu/menu.component.spec.ts | 9 ++++++--- .../src/app/workspace/component/menu/menu.component.ts | 7 +++++-- 2 files changed, 11 insertions(+), 5 deletions(-) diff --git a/frontend/src/app/workspace/component/menu/menu.component.spec.ts b/frontend/src/app/workspace/component/menu/menu.component.spec.ts index 84d4089fe05..b8e37428b2a 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.spec.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.spec.ts @@ -1010,15 +1010,18 @@ describe("MenuComponent", () => { // Saved current workflow (wid 7); persist keeps the same wid, so the wid does not change. vi.spyOn(workflowActionService, "getWorkflow").mockReturnValue({ wid: 7 } as any); const persistSpy = vi.spyOn(workflowPersistService, "persistWorkflow").mockReturnValue(of({ wid: 7 } as any)); + const autoLayoutSpy = vi.spyOn(component, "onClickAutoLayout").mockImplementation(() => {}); const emitSpy = vi.spyOn(component.setWaitingForLLM, "emit"); component.onClickImportNotebook(ipynbFile(validNotebook), "gpt-4"); await vi.waitFor(() => expect(emitSpy).toHaveBeenCalledWith(false)); expect(emitSpy).toHaveBeenCalledWith(true); - // Reuses the current wid so the row is overwritten in place, and reloads on the live canvas. + // Reuses the current wid so the row is overwritten in place; reloads synchronously on the + // live canvas and tidies the layout. expect(persistSpy.mock.calls[0][0].wid).toBe(7); - expect(workflowActionService.reloadWorkflow).toHaveBeenCalledWith({ wid: 7 }, true); + expect(workflowActionService.reloadWorkflow).toHaveBeenCalledWith({ wid: 7 }, false); + expect(autoLayoutSpy).toHaveBeenCalled(); // wid unchanged: we send the notebook + open the panel ourselves (init() does not react). expect(notebookMigrationService.sendNotebookToJupyter).toHaveBeenCalled(); expect(jupyterPanelService.openPanel).toHaveBeenCalledWith("JupyterNotebookPanel"); @@ -1038,7 +1041,7 @@ describe("MenuComponent", () => { // No current wid -> the backend inserts a new row. expect(persistSpy.mock.calls[0][0].wid).toBeUndefined(); - expect(workflowActionService.reloadWorkflow).toHaveBeenCalledWith({ wid: 99 }, true); + expect(workflowActionService.reloadWorkflow).toHaveBeenCalledWith({ wid: 99 }, false); expect(location.go).toHaveBeenCalledWith(`${USER_WORKSPACE}/99`); // wid changed: JupyterPanelService.init() sends the notebook + opens the panel, not us, // so the "sent to Jupyter" toast fires only once. diff --git a/frontend/src/app/workspace/component/menu/menu.component.ts b/frontend/src/app/workspace/component/menu/menu.component.ts index 0ad426fd5e0..bdf7ccdde76 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.ts @@ -793,8 +793,11 @@ export class MenuComponent implements OnInit, OnDestroy { next: updatedWorkflow => { this.notificationService.success("Successfully generated workflow and mapping from notebook."); // Reload the generated workflow onto the current (already live) canvas so it - // renders immediately; we never remount the workspace. - this.workflowActionService.reloadWorkflow(updatedWorkflow, true); + // renders immediately; we never remount the workspace. Render synchronously + // (asyncRendering = false) so the operators exist before auto-layout runs. + this.workflowActionService.reloadWorkflow(updatedWorkflow, false); + // Tidy the LLM-generated layout; the position changes get auto-persisted. + this.onClickAutoLayout(); if (reuseWid === updatedWorkflow.wid) { // Overwrote the current workflow in place: the wid did not change, so // JupyterPanelService.init() does not react. Send the notebook to Jupyter From 672feb2b749d0be5bd2850884926af4ea4d3365c Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Fri, 31 Jul 2026 15:11:47 -0700 Subject: [PATCH 26/36] register jupyter panel component in workspace imports and drop duplicate panel element --- frontend/src/app/workspace/component/workspace.component.html | 1 - frontend/src/app/workspace/component/workspace.component.ts | 1 + 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/frontend/src/app/workspace/component/workspace.component.html b/frontend/src/app/workspace/component/workspace.component.html index e264c27b819..5a8ff99a526 100644 --- a/frontend/src/app/workspace/component/workspace.component.html +++ b/frontend/src/app/workspace/component/workspace.component.html @@ -47,7 +47,6 @@ [pid]="pid" (setWaitingForLLM)="onWaitingForLLMChanged($event)"> - Date: Fri, 31 Jul 2026 15:26:15 -0700 Subject: [PATCH 27/36] add jupyter logo license header exclude and license-binary attribution --- .licenserc.yaml | 1 + frontend/LICENSE-binary | 5 +++++ 2 files changed, 6 insertions(+) diff --git a/.licenserc.yaml b/.licenserc.yaml index 4ce2a448843..a9fcde7e3b9 100644 --- a/.licenserc.yaml +++ b/.licenserc.yaml @@ -51,6 +51,7 @@ header: - 'frontend/src/assets/svg/operator-view-result.svg' - 'frontend/src/assets/svg/operator-reuse-cache-invalid.svg' - 'frontend/src/assets/svg/operator-reuse-cache-valid.svg' + - 'frontend/src/assets/notebook_migration_tool/jupyter-logo.svg' - 'frontend/src/app/common/type/proto/org/apache/texera/amber/core/virtualidentity.ts' - 'frontend/src/app/common/type/proto/org/apache/texera/amber/core/workflow.ts' - 'frontend/src/app/common/type/proto/google/protobuf/descriptor.ts' diff --git a/frontend/LICENSE-binary b/frontend/LICENSE-binary index 59a2701336e..b1ebc338a4b 100644 --- a/frontend/LICENSE-binary +++ b/frontend/LICENSE-binary @@ -358,6 +358,11 @@ Angular / npm packages: - parchment@3.0.0 - quill@2.0.3 +Third-party assets: + - Project Jupyter logo + frontend/src/assets/notebook_migration_tool/jupyter-logo.svg + https://github.com/jupyter/design + -------------------------------------------------------------------------------- Dependencies under the ISC License -------------------------------------------------------------------------------- From bb929a879f66510e7e199e6fcb64756dad640430 Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Fri, 31 Jul 2026 15:50:39 -0700 Subject: [PATCH 28/36] attribute material symbols icons and colored jupyter logo used in the import diagram --- frontend/LICENSE-binary | 6 ++++++ .../tool_popup_diagram.png | Bin 119292 -> 61744 bytes 2 files changed, 6 insertions(+) diff --git a/frontend/LICENSE-binary b/frontend/LICENSE-binary index b1ebc338a4b..bb7bde31bf3 100644 --- a/frontend/LICENSE-binary +++ b/frontend/LICENSE-binary @@ -224,6 +224,11 @@ Angular / npm packages: - jschardet@3.1.3 - rxjs@7.8.2 +Third-party assets: + - Google Material Symbols icons (psychology, smart_toy) + frontend/src/assets/notebook_migration_tool/tool_popup_diagram.png + https://github.com/google/material-design-icons + -------------------------------------------------------------------------------- Dependencies under the MIT License -------------------------------------------------------------------------------- @@ -361,6 +366,7 @@ Angular / npm packages: Third-party assets: - Project Jupyter logo frontend/src/assets/notebook_migration_tool/jupyter-logo.svg + frontend/src/assets/notebook_migration_tool/tool_popup_diagram.png https://github.com/jupyter/design -------------------------------------------------------------------------------- diff --git a/frontend/src/assets/notebook_migration_tool/tool_popup_diagram.png b/frontend/src/assets/notebook_migration_tool/tool_popup_diagram.png index 438cebc88c9585245470182c85afa37031c1658e..d17ed923fd95ee893b391ee266024f5403acd0c3 100644 GIT binary patch literal 61744 zcmZsC1ymf{(lrBv1eXB8U4pwi39ccyySux)1}8WKcXxLW?ry=|?VntG?|%Pd^{i>S 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From: Ryan Zhang Date: Mon, 3 Aug 2026 12:26:01 -0700 Subject: [PATCH 29/36] add test cases for coverage --- .../component/menu/menu.component.spec.ts | 226 +++++++++++++++++- 1 file changed, 225 insertions(+), 1 deletion(-) diff --git a/frontend/src/app/workspace/component/menu/menu.component.spec.ts b/frontend/src/app/workspace/component/menu/menu.component.spec.ts index b8e37428b2a..bad80094cfd 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.spec.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.spec.ts @@ -38,7 +38,10 @@ import { WorkflowActionService } from "../../service/workflow-graph/model/workfl import { ValidationWorkflowService, ValidationOutput } from "../../service/validation/validation-workflow.service"; import { PanelService } from "../../service/panel/panel.service"; import { WorkflowVersionService } from "../../../dashboard/service/user/workflow-version/workflow-version.service"; -import { WorkflowPersistService } from "../../../common/service/workflow-persist/workflow-persist.service"; +import { + WorkflowPersistService, + DEFAULT_WORKFLOW_NAME, +} from "../../../common/service/workflow-persist/workflow-persist.service"; import { NotificationService } from "../../../common/service/notification/notification.service"; import { ExecutionState } from "../../types/execute-workflow.interface"; import { ComputingUnitState } from "../../../common/type/computing-unit-connection.interface"; @@ -1078,5 +1081,226 @@ describe("MenuComponent", () => { expect(errorSpy).toHaveBeenCalledWith("Failed to import the notebook."); expect(jupyterSpy).not.toHaveBeenCalled(); }); + + it("falls back to the default workflow name when the file has no base name", async () => { + stubGenerationServices(); + vi.spyOn(workflowActionService, "getWorkflow").mockReturnValue({ wid: 7 } as any); + const persistSpy = vi.spyOn(workflowPersistService, "persistWorkflow").mockReturnValue(of({ wid: 7 } as any)); + const emitSpy = vi.spyOn(component.setWaitingForLLM, "emit"); + + // A file named ".ipynb" has an empty base name, so the default name is used. + component.onClickImportNotebook(ipynbFile(validNotebook, ".ipynb"), "gpt-4"); + await vi.waitFor(() => expect(emitSpy).toHaveBeenCalledWith(false)); + + expect(persistSpy.mock.calls[0][0].name).toBe(`${DEFAULT_WORKFLOW_NAME}_GENERATED_BY_LLM`); + }); + + it("uses the whole file name when it has no dot", async () => { + stubGenerationServices(); + vi.spyOn(workflowActionService, "getWorkflow").mockReturnValue({ wid: 7 } as any); + const persistSpy = vi.spyOn(workflowPersistService, "persistWorkflow").mockReturnValue(of({ wid: 7 } as any)); + const emitSpy = vi.spyOn(component.setWaitingForLLM, "emit"); + + // A file named "ipynb" (no dot) passes the extension check and has no extension to strip, + // so the whole name becomes the base name. + component.onClickImportNotebook(ipynbFile(validNotebook, "ipynb"), "gpt-4"); + await vi.waitFor(() => expect(emitSpy).toHaveBeenCalledWith(false)); + + expect(persistSpy.mock.calls[0][0].name).toBe("ipynb_GENERATED_BY_LLM"); + }); + + it("tags code cells that arrive without a metadata object", async () => { + stubGenerationServices(); + const persistSpy = vi.spyOn(workflowPersistService, "persistWorkflow").mockReturnValue(of({ wid: 5 } as any)); + const emitSpy = vi.spyOn(component.setWaitingForLLM, "emit"); + + const notebookWithoutCellMetadata = { + cells: [{ cell_type: "code", source: "x = 1" }], + metadata: {}, + nbformat: 4, + }; + component.onClickImportNotebook(ipynbFile(notebookWithoutCellMetadata), "gpt-4"); + await vi.waitFor(() => expect(emitSpy).toHaveBeenCalledWith(false)); + + expect(persistSpy).toHaveBeenCalledTimes(1); + }); + + it("on persist failure: surfaces an error notification and clears the loading flag", async () => { + vi.spyOn(console, "error").mockImplementation(() => {}); + vi.spyOn(notebookMigrationService, "sendToAIGenerateWorkflow").mockResolvedValue({ + workflowContent: { operators: [], links: [], commentBoxes: [], settings: {} } as unknown as WorkflowContent, + mappingContent: {} as any, + }); + vi.spyOn(workflowPersistService, "persistWorkflow").mockReturnValue(throwError(() => new Error("db down"))); + const errorSpy = vi.spyOn(notificationService, "error").mockImplementation(() => {}); + const emitSpy = vi.spyOn(component.setWaitingForLLM, "emit"); + + component.onClickImportNotebook(ipynbFile(validNotebook), "gpt-4"); + await vi.waitFor(() => expect(emitSpy).toHaveBeenCalledWith(false)); + + expect(errorSpy).toHaveBeenCalledWith("Failed to import notebook, check console for detailed error"); + }); + + it("on file read error: surfaces an error and clears the loading flag", async () => { + const errorSpy = vi.spyOn(notificationService, "error").mockImplementation(() => {}); + const emitSpy = vi.spyOn(component.setWaitingForLLM, "emit"); + // Swap in a FileReader that errors instead of loading, so reader.onerror runs. + const RealFileReader = globalThis.FileReader; + class FakeFileReader { + onerror: ((e: unknown) => void) | null = null; + onload: (() => void) | null = null; + readAsText(): void { + setTimeout(() => this.onerror?.(new Error("read fail")), 0); + } + } + (globalThis as any).FileReader = FakeFileReader; + try { + component.onClickImportNotebook(ipynbFile(validNotebook), "gpt-4"); + await vi.waitFor(() => expect(errorSpy).toHaveBeenCalledWith("Failed to read the notebook file.")); + expect(emitSpy).toHaveBeenCalledWith(false); + } finally { + (globalThis as any).FileReader = RealFileReader; + } + }); + + it("Cancel closes the modal", () => { + vi.spyOn(notebookMigrationService, "getAvailableModels").mockReturnValue(of([])); + const modalRef = { close: vi.fn() } as unknown as NzModalRef; + const createSpy = vi.spyOn(modalService, "create").mockReturnValue(modalRef); + + component.openImportNotebookModal(); + const config = createSpy.mock.calls[0][0] as ModalOptions; + const cancel = (config.nzFooter as { label: string; onClick: () => void }[]).find(b => b.label === "Cancel")!; + cancel.onClick(); + + expect(modalRef.close).toHaveBeenCalled(); + }); + + it("Submit is disabled until the form has both a file and a model", () => { + vi.spyOn(notebookMigrationService, "getAvailableModels").mockReturnValue(of([])); + const modalRef = { close: vi.fn() } as unknown as NzModalRef; + const createSpy = vi.spyOn(modalService, "create").mockReturnValue(modalRef); + + component.openImportNotebookModal(); + const config = createSpy.mock.calls[0][0] as ModalOptions; + const submit = (config.nzFooter as { label: string; disabled: () => boolean }[]).find(b => b.label === "Submit")!; + + // Empty form -> disabled. + component.importForm.reset({ file: null, model: "" }); + expect(submit.disabled()).toBe(true); + + // Both required controls filled -> enabled. + component.importForm.setValue({ file: { name: "x.ipynb" } as NzUploadFile, model: "gpt-4" }); + expect(submit.disabled()).toBe(false); + }); + + it("on non-string file content: surfaces an error and clears the loading flag", async () => { + vi.spyOn(console, "error").mockImplementation(() => {}); + const errorSpy = vi.spyOn(notificationService, "error").mockImplementation(() => {}); + const emitSpy = vi.spyOn(component.setWaitingForLLM, "emit"); + // Swap in a FileReader that loads a non-string result, so the string guard throws. + const RealFileReader = globalThis.FileReader; + class FakeFileReader { + result: unknown = null; + onerror: (() => void) | null = null; + onload: (() => void) | null = null; + readAsText(): void { + setTimeout(() => this.onload?.(), 0); + } + } + (globalThis as any).FileReader = FakeFileReader; + try { + component.onClickImportNotebook(ipynbFile(validNotebook), "gpt-4"); + await vi.waitFor(() => expect(emitSpy).toHaveBeenCalledWith(false)); + expect(errorSpy).toHaveBeenCalledWith("Failed to import the notebook."); + } finally { + (globalThis as any).FileReader = RealFileReader; + } + }); + + it("when the LLM returns no result: surfaces an error, clears the loading flag, and never persists", async () => { + vi.spyOn(console, "error").mockImplementation(() => {}); + vi.spyOn(notebookMigrationService, "sendToAIGenerateWorkflow").mockResolvedValue(undefined as any); + const persistSpy = vi.spyOn(workflowPersistService, "persistWorkflow"); + const errorSpy = vi.spyOn(notificationService, "error").mockImplementation(() => {}); + const emitSpy = vi.spyOn(component.setWaitingForLLM, "emit"); + + component.onClickImportNotebook(ipynbFile(validNotebook), "gpt-4"); + await vi.waitFor(() => expect(emitSpy).toHaveBeenCalledWith(false)); + + expect(errorSpy).toHaveBeenCalledWith("No workflow was generated from the notebook."); + expect(persistSpy).not.toHaveBeenCalled(); + }); + }); + + // The import modal body is an passed to NzModal as nzContent, so it is + // never rendered by the component's own change detection. Render it directly through the + // component's ViewContainerRef (the same context NzModal supplies: nzData as $implicit) + // to exercise the form markup and the three model-select states. + describe("import modal template", () => { + // Renders #importNotebookModal with the given models$ observable and returns the view. + function renderModal(models$: unknown) { + const vcr = (component as any).viewContainerRef; + const viewRef = vcr.createEmbeddedView(component.importModalTpl, { $implicit: { models$ } }); + viewRef.detectChanges(); + return viewRef; + } + + // Finds the first element matching selector across the view's root nodes and their subtrees. + function query(viewRef: any, selector: string): Element | null { + for (const node of viewRef.rootNodes as Node[]) { + if (node.nodeType !== Node.ELEMENT_NODE) continue; + const el = node as Element; + if (el.matches(selector)) return el; + const found = el.querySelector(selector); + if (found) return found; + } + return null; + } + + function text(viewRef: any): string { + return (viewRef.rootNodes as Node[]).map(n => n.textContent ?? "").join(""); + } + + it("renders the warning, diagram, and a usable model select once models load", () => { + const viewRef = renderModal(of([{ name: "gpt-4" }])); + try { + expect(query(viewRef, ".import-modal-warning")).not.toBeNull(); + expect(query(viewRef, "img[alt='Notebook to Workflow']")).not.toBeNull(); + expect(query(viewRef, "nz-select")).not.toBeNull(); + expect(text(viewRef)).toContain("Select a model"); + } finally { + viewRef.destroy(); + } + }); + + it("shows the disabled 'no models available' select when the list is empty", () => { + const viewRef = renderModal(of([])); + try { + expect(text(viewRef)).toContain("No models available"); + } finally { + viewRef.destroy(); + } + }); + + it("shows the loading select while models have not resolved yet", () => { + // A subject that never emits keeps the async pipe pending, so the loading branch renders. + const viewRef = renderModal(new Subject()); + try { + expect(text(viewRef)).toContain("Loading models..."); + } finally { + viewRef.destroy(); + } + }); + + it("shows the selected file name once a file is on the form", () => { + component.importForm.patchValue({ file: { name: "demo.ipynb" } }); + const viewRef = renderModal(of([{ name: "gpt-4" }])); + try { + expect(text(viewRef)).toContain("Selected file: demo.ipynb"); + } finally { + viewRef.destroy(); + } + }); }); }); From 8002ab186c9f9e30654b6b2d970f8129bbcd6fc6 Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Mon, 3 Aug 2026 14:22:39 -0700 Subject: [PATCH 30/36] reuse the single injected modal service in menu component --- frontend/src/app/workspace/component/menu/menu.component.ts | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/frontend/src/app/workspace/component/menu/menu.component.ts b/frontend/src/app/workspace/component/menu/menu.component.ts index bdf7ccdde76..50a754f763a 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.ts @@ -220,7 +220,6 @@ export class MenuComponent implements OnInit, OnDestroy { protected config: GuiConfigService, private router: Router, private fb: FormBuilder, - private modal: NzModalService, private viewContainerRef: ViewContainerRef, private jupyterPanelService: JupyterPanelService, private notebookMigrationService: NotebookMigrationService @@ -645,7 +644,7 @@ export class MenuComponent implements OnInit, OnDestroy { openImportNotebookModal(): void { const models$ = this.notebookMigrationService.getAvailableModels(); - const modalRef = this.modal.create({ + const modalRef = this.modalService.create({ nzTitle: "AI Generate Workflow from Python Notebook", nzContent: this.importModalTpl, nzViewContainerRef: this.viewContainerRef, @@ -677,7 +676,7 @@ export class MenuComponent implements OnInit, OnDestroy { const currentWorkflowHasContent = graph.getAllOperators().length > 0 || graph.getAllCommentBoxes().length > 0; if (currentWorkflowHasContent) { - this.modal.confirm({ + this.modalService.confirm({ nzTitle: "Overwrite current workflow?", nzContent: "Generating will replace the contents of the workflow you have open. " + From b4db78fecb8135867583a2c91b1ff1999962bb25 Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Mon, 3 Aug 2026 14:26:27 -0700 Subject: [PATCH 31/36] clear any running elapsed-time interval before starting a new one --- .../component/workspace.component.spec.ts | 18 ++++++++++++++++++ .../workspace/component/workspace.component.ts | 1 + 2 files changed, 19 insertions(+) diff --git a/frontend/src/app/workspace/component/workspace.component.spec.ts b/frontend/src/app/workspace/component/workspace.component.spec.ts index 2c95d5f67a2..d930af601fd 100644 --- a/frontend/src/app/workspace/component/workspace.component.spec.ts +++ b/frontend/src/app/workspace/component/workspace.component.spec.ts @@ -542,5 +542,23 @@ describe("WorkspaceComponent", () => { expect(clearSpy).toHaveBeenCalled(); }); + + it("clears the previous interval when the timer is started again without stopping", async () => { + vi.useFakeTimers(); + await createFixture(); + fixture.detectChanges(); + + const clearSpy = vi.spyOn(globalThis, "clearInterval"); + + component.onWaitingForLLMChanged(true); + const firstInterval = (component as any).timerInterval; + + // A second start (e.g. a double click) must not leave the first interval running. + component.onWaitingForLLMChanged(true); + const secondInterval = (component as any).timerInterval; + + expect(secondInterval).not.toBe(firstInterval); + expect(clearSpy).toHaveBeenCalledWith(firstInterval); + }); }); }); diff --git a/frontend/src/app/workspace/component/workspace.component.ts b/frontend/src/app/workspace/component/workspace.component.ts index 7235d62b107..bdc0cdb8a9b 100644 --- a/frontend/src/app/workspace/component/workspace.component.ts +++ b/frontend/src/app/workspace/component/workspace.component.ts @@ -374,6 +374,7 @@ export class WorkspaceComponent implements AfterViewInit, OnInit, OnDestroy { } startTimer() { + this.stopTimer(); // clear any interval already running so repeated starts don't stack this.startTime = Date.now(); this.updateElapsedTime(); this.timerInterval = setInterval(() => { From b4b1aa4fda15d0f3cb566d0108d87c81567ce342 Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Mon, 3 Aug 2026 14:34:23 -0700 Subject: [PATCH 32/36] stop the workspace host from constraining the jupyter panel stacking order and open the jupyter notebook panel at a fixed offset instead of a host-relative percentage --- .../jupyter-notebook-panel.component.scss | 5 ++--- .../src/app/workspace/component/workspace.component.scss | 3 --- 2 files changed, 2 insertions(+), 6 deletions(-) diff --git a/frontend/src/app/workspace/component/jupyter-notebook-panel/jupyter-notebook-panel.component.scss b/frontend/src/app/workspace/component/jupyter-notebook-panel/jupyter-notebook-panel.component.scss index 8d8bb0631f9..d395480f2db 100644 --- a/frontend/src/app/workspace/component/jupyter-notebook-panel/jupyter-notebook-panel.component.scss +++ b/frontend/src/app/workspace/component/jupyter-notebook-panel/jupyter-notebook-panel.component.scss @@ -19,9 +19,8 @@ .draggable-panel { position: absolute; - top: 50%; - left: 50%; - margin-top: 200px; + top: 100px; + left: 200px; width: 660px; height: 400px; background-color: #fff; diff --git a/frontend/src/app/workspace/component/workspace.component.scss b/frontend/src/app/workspace/component/workspace.component.scss index 56d7a73a54b..012fa3dfead 100644 --- a/frontend/src/app/workspace/component/workspace.component.scss +++ b/frontend/src/app/workspace/component/workspace.component.scss @@ -35,9 +35,6 @@ texera-jupyter-notebook-panel { position: absolute; top: 0; left: 0; - z-index: 1; - width: 100%; - background-color: white; } texera-mini-map { From 8ee0fdac142f5f8c624513cc4bb552d949bdb4a6 Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Mon, 3 Aug 2026 14:36:24 -0700 Subject: [PATCH 33/36] align the llm spinner time estimate with the import modal --- frontend/src/app/workspace/component/workspace.component.html | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/frontend/src/app/workspace/component/workspace.component.html b/frontend/src/app/workspace/component/workspace.component.html index 5a8ff99a526..78155285d4d 100644 --- a/frontend/src/app/workspace/component/workspace.component.html +++ b/frontend/src/app/workspace/component/workspace.component.html @@ -32,7 +32,7 @@ @if (isWaitingForLLM) {

    From a87878031a5837b8c32519e64891f5e113dc5ccd Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Mon, 3 Aug 2026 14:37:22 -0700 Subject: [PATCH 34/36] remove unused Subscription import from menu component --- frontend/src/app/workspace/component/menu/menu.component.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/frontend/src/app/workspace/component/menu/menu.component.ts b/frontend/src/app/workspace/component/menu/menu.component.ts index 50a754f763a..ccc52e3f7e2 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.ts @@ -55,7 +55,7 @@ import { saveAs } from "file-saver"; import { NotificationService } from "src/app/common/service/notification/notification.service"; import { OperatorMenuService } from "../../service/operator-menu/operator-menu.service"; import { CoeditorPresenceService } from "../../service/workflow-graph/model/coeditor-presence.service"; -import { EMPTY, firstValueFrom, of, timer, map, Subscription } from "rxjs"; +import { EMPTY, firstValueFrom, of, timer, map } from "rxjs"; import { isDefined } from "../../../common/util/predicate"; import { NzModalService } from "ng-zorro-antd/modal"; import { ResultExportationComponent } from "../result-exportation/result-exportation.component"; From d374180449e298f51a8c6f9ca0eb42287db1c686 Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Mon, 3 Aug 2026 14:44:44 -0700 Subject: [PATCH 35/36] open the jupyter panel only when the notebook send to jupyter succeeds --- .../component/menu/menu.component.spec.ts | 23 ++++++++++++++++++- .../component/menu/menu.component.ts | 12 +++++++--- 2 files changed, 31 insertions(+), 4 deletions(-) diff --git a/frontend/src/app/workspace/component/menu/menu.component.spec.ts b/frontend/src/app/workspace/component/menu/menu.component.spec.ts index bad80094cfd..719a7e2db83 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.spec.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.spec.ts @@ -994,7 +994,8 @@ describe("MenuComponent", () => { // saved (no wid) a new row is created and the wid changes, which routes the notebook // send + panel open through JupyterPanelService.init() instead of doing it here. function stubGenerationServices() { - vi.spyOn(notebookMigrationService, "sendNotebookToJupyter").mockResolvedValue(undefined as any); + // 1 == the notebook reached Jupyter; the in-place path opens the panel only on 1. + vi.spyOn(notebookMigrationService, "sendNotebookToJupyter").mockResolvedValue(1 as any); vi.spyOn(notebookMigrationService, "sendToAIGenerateWorkflow").mockResolvedValue({ workflowContent: { operators: [], links: [], commentBoxes: [], settings: {} } as unknown as WorkflowContent, mappingContent: {} as any, @@ -1032,6 +1033,26 @@ describe("MenuComponent", () => { expect(location.go).not.toHaveBeenCalled(); }); + it("does not open the panel when the notebook fails to reach Jupyter", async () => { + stubGenerationServices(); + // sendNotebookToJupyter resolves 0 on failure (it toasts the error itself). + vi.spyOn(notebookMigrationService, "sendNotebookToJupyter").mockResolvedValue(0 as any); + vi.spyOn(workflowActionService, "getWorkflow").mockReturnValue({ wid: 7 } as any); + vi.spyOn(workflowPersistService, "persistWorkflow").mockReturnValue(of({ wid: 7 } as any)); + vi.spyOn(component, "onClickAutoLayout").mockImplementation(() => {}); + const emitSpy = vi.spyOn(component.setWaitingForLLM, "emit"); + + component.onClickImportNotebook(ipynbFile(validNotebook), "gpt-4"); + await vi.waitFor(() => expect(emitSpy).toHaveBeenCalledWith(false)); + // Let the sendNotebookToJupyter().then(...) microtask settle before asserting. + await Promise.resolve(); + + // The reload still happened, but the panel stays closed since the send failed. + expect(notebookMigrationService.sendNotebookToJupyter).toHaveBeenCalled(); + expect(workflowActionService.reloadWorkflow).toHaveBeenCalledWith({ wid: 7 }, false); + expect(jupyterPanelService.openPanel).not.toHaveBeenCalled(); + }); + it("creates a new row and points the URL at it when the current workflow was never saved", async () => { stubGenerationServices(); // Current workflow has no wid; persist returns a new wid, so the wid changes. diff --git a/frontend/src/app/workspace/component/menu/menu.component.ts b/frontend/src/app/workspace/component/menu/menu.component.ts index ccc52e3f7e2..b8169e0594d 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.ts +++ b/frontend/src/app/workspace/component/menu/menu.component.ts @@ -803,9 +803,15 @@ export class MenuComponent implements OnInit, OnDestroy { // and open the panel ourselves. Use openPanel, not openJupyterNotebookPanel: // init()'s wid-change handler is not involved and openPanel opens // unconditionally without the hasMapping gate. - this.notebookMigrationService - .sendNotebookToJupyter(notebookContent) - .then(() => this.jupyterPanelService.openPanel("JupyterNotebookPanel")); + // sendNotebookToJupyter never rejects: it resolves 1 on success and 0 on + // failure (it toasts the error itself). Open the panel only on success so we + // do not float it over a blank iframe, matching the init()-driven path which + // opens only when fetchNotebookAndMapping reports the send succeeded. + this.notebookMigrationService.sendNotebookToJupyter(notebookContent).then(result => { + if (result == 1) { + this.jupyterPanelService.openPanel("JupyterNotebookPanel"); + } + }); } else { // The current workflow had never been saved, so a new row was created and the // wid changed. reloadWorkflow's synchronous wid change drives init() to fetch From e48d9ad3350b1a52c40e42d4fddb2b8bc549ca6c Mon Sep 17 00:00:00 2001 From: Ryan Zhang Date: Mon, 3 Aug 2026 14:56:23 -0700 Subject: [PATCH 36/36] disable the ai-generate button while a conversion is in flight --- .../component/menu/menu.component.html | 2 +- .../component/menu/menu.component.spec.ts | 29 +++++++++++++++++++ .../component/menu/menu.component.ts | 22 +++++++++----- 3 files changed, 45 insertions(+), 8 deletions(-) diff --git a/frontend/src/app/workspace/component/menu/menu.component.html b/frontend/src/app/workspace/component/menu/menu.component.html index 514021bb2c2..d15ed0b0270 100644 --- a/frontend/src/app/workspace/component/menu/menu.component.html +++ b/frontend/src/app/workspace/component/menu/menu.component.html @@ -152,7 +152,7 @@