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View.tsx
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import * as React from 'react';
import { connect } from 'react-redux';
import * as ncp from 'ncp';
import { setFile } from '../../datastore/actionCreators';
import { ModelProtoSingleton } from "../../datastore/proto/modelProto";
import IState from '../../datastore/state';
import Select from 'react-select';
import { DefaultButton } from 'office-ui-fabric-react/lib/Button';
import { MessageBar, MessageBarType } from 'office-ui-fabric-react/lib/MessageBar'
import { Spinner } from 'office-ui-fabric-react/lib/Spinner';
import { TextField } from 'office-ui-fabric-react/lib/TextField';
import { clearLocalDebugDir, getLocalDebugDir } from '../../native/appData';
import { packagedFile } from '../../native/appData';
import { fileFromPath } from '../../native/dialog';
import { save } from "../../native/dialog";
import { showNativeOpenDialog } from '../../native/dialog';
import { execFilePromise } from '../../native/python';
import * as path from 'path';
import './View.css';
import Collapsible from '../../components/Collapsible';
import log from 'electron-log';
const winmlRunnerPath = packagedFile('WinMLRunner.exe');
const debugRunnerPath = packagedFile('DebugRunner.exe');
export interface IProperties {
[key: string]: string
}
interface IComponentProperties {
file: File,
properties: IProperties,
quantizationOption: string,
setFile: typeof setFile,
}
interface ISelectOption<T> {
label: T;
value: T;
}
enum Step {
Idle,
Running,
Success,
}
enum Capture {
None = "None",
Perf = "Perf",
Debug = "Debug",
}
enum Device {
CPU = 'CPU',
GPU = 'GPU',
GPUHighPerformance = 'GPUHighPerformance',
GPUMinPower = 'GPUMinPower',
}
enum inputPathPlaceholder {
optional = '(Optional) image/csv Path',
required = '(Required) image/csv Path',
}
interface IComponentState {
capture: Capture,
console: string,
currentStep: Step,
device: Device,
inputPath: string,
inputPathPlaceholder: inputPathPlaceholder
inputType: string,
model: string,
outputPath: string,
parameters: string[],
}
class RunView extends React.Component<IComponentProperties, IComponentState> {
constructor(props: IComponentProperties) {
super(props);
this.state = {
capture: Capture.None,
console: '',
currentStep: Step.Idle,
device: Device.CPU,
inputPath: '',
inputPathPlaceholder: inputPathPlaceholder.optional,
inputType: '',
model: '',
outputPath: '',
parameters: [],
}
log.info("Run view is created.");
}
public UNSAFE_componentWillReceiveProps(nextProps: IComponentProperties) {
if(nextProps.file && nextProps.file.path) {
if(!nextProps.file.path.endsWith(".onnx")){
this.setState({model: ''}, () => {this.setParameters()})
}
else if(!(this.props.file && this.props.file.path) || this.props.file.path !== nextProps.file.path){
this.setState({model: nextProps.file.path}, () => {this.setParameters()})
}
}
}
public render() {
const collabsibleRef: React.RefObject<Collapsible> = React.createRef();
return (
<div className='RunView'>
<div className='RunViewControls'>
{this.getView()}
</div>
{ this.state.console &&
<Collapsible ref={collabsibleRef} label='Console output'>
<pre className='RunViewConsole'>
{this.state.console}
</pre>
</Collapsible>
}
</div>
)
}
private newOption<T> (item: T):ISelectOption<T> {
return {
label: item,
value: item
}
}
private newOptions<T> (items: T[]):Array<ISelectOption<T>> {
const options = [];
for (const item of items) {
options.push({ label: item, value: item });
}
return options;
}
private getView = () => {
const osInfo = require('os').release()
log.info("run " + this.props.quantizationOption)
let opset:number = 7
if(this.props.properties !== undefined && this.props.properties['opsetImport.ai.onnx'] !== undefined) {
opset = parseInt(this.props.properties['opsetImport.ai.onnx'], 10);
}
// model of ONNX1.3 has to be run on 19H1
if(opset === 8 && osInfo < '10.0.18267') {
const message = 'ONNX 1.3 Runtime is supported on Windows 10 pre-release of 19H1. Please update your OS to 18267+'
return <MessageBar messageBarType={MessageBarType.error}>{message}</MessageBar>
}
if(osInfo < '10.0.17763') {
const message = 'This functionality is available on Windows 10 October 2018 Update (1809) or newer version of OS.'
return <MessageBar messageBarType={MessageBarType.error}>{message}</MessageBar>
}
switch(this.state.currentStep) {
case Step.Running:
return <Spinner label="Running..." />;
}
return (
<div>
<div className='ArgumentsControl'>
{this.getArgumentsView()}
</div>
<DefaultButton id='RunButton' text='Run'
disabled={!this.state.model || (this.state.capture === Capture.Debug && !(this.state.inputPath && this.state.outputPath))}
onClick={this.execModelRunner}/>
</div>
)
}
private getArgumentsView = () => {
return (
<div className="Arguments">
<div className='DisplayFlex ModelPath'>
<label className="label">Model Path: </label>
<TextField id='modelToRun' readOnly={true} placeholder='Model Path' value={this.state.model} onChanged={this.setModel} />
<DefaultButton id='ModelPathBrowse' text='Browse' onClick={this.browseModel}/>
</div>
<br />
<div className='DisplayFlex Capture'>
<label className="label">Capture: </label>
<Select className="DropdownOption"
value={this.newOption(this.state.capture)}
onChange={this.setCapture}
options={this.newOptions(Object.keys(Capture))}
/>
</div>
<br />
<div className='DisplayFlex Device'>
<label className="label">Devices: </label>
<Select className="DropdownOption"
value={this.newOption(this.state.device)}
onChange={this.setDevice}
options={this.state.capture === Capture.Debug ? this.newOptions([Device.CPU]) : this.newOptions(Object.keys(Device))}
/>
</div>
<br />
<div className='DisplayFlex Input'>
<label className="label">Input Path: </label>
<TextField id='InputPath' readOnly={true} placeholder={this.state.inputPathPlaceholder} value={this.state.inputPath} onChanged={this.setInputPath} />
<DefaultButton id='InputPathBrowse' text='Browse' onClick={this.browseInput}/>
</div>
<br />
<div className='DisplayFlex Input'>
<label className="label">Output Path: </label>
<TextField id='OutputPath' readOnly={true} placeholder='(Only for debug capture)' value={this.state.outputPath} onChanged={this.setOutputPath} />
<DefaultButton id='OutputPathBrowse' text='Browse' disabled={this.state.capture !== Capture.Debug} onClick={this.browseOutput}/>
</div>
</div>
)
}
private setModel = (model: string) => {
this.setState({ model }, () => {this.setParameters()} );
this.props.setFile(fileFromPath(this.state.model));
}
private setDevice = (device: ISelectOption<Device>) => {
this.setState({device: device.value}, () => {this.setParameters()})
}
private setCapture = (capture: ISelectOption<Capture>) => {
if (capture.value === Capture.Debug) {
this.setState({capture: capture.value, inputPathPlaceholder: inputPathPlaceholder.required, device: Device.CPU}, () => {this.setParameters()})
} else {
this.setState({capture: capture.value, inputPathPlaceholder: inputPathPlaceholder.optional}, () => {this.setParameters()})
}
}
private setInputPath = (inputPath: string) => {
this.setState({inputPath}, () => {this.setParameters()})
}
private setOutputPath = (outputPath: string) => {
this.setState({outputPath}, () => {this.setParameters()})
}
private getDebugModelPath() {
return path.join(getLocalDebugDir(), path.basename(this.state.model));
}
private setParameters = () => {
const tempParameters = []
if(this.state.model) {
tempParameters.push('-model')
if (this.state.capture === Capture.Debug) {
tempParameters.push(this.getDebugModelPath())
} else {
tempParameters.push(this.state.model)
}
}
if(this.state.device) {
switch(this.state.device) {
case Device.CPU:
tempParameters.push('-CPU');
break;
case Device.GPU:
tempParameters.push('-GPU');
break;
case Device.GPUHighPerformance:
tempParameters.push('-GPUHighPerformance');
break;
case Device.GPUMinPower:
tempParameters.push('-GPUMinPower');
break;
}
}
if(this.state.inputPath) {
tempParameters.push('-input')
tempParameters.push(this.state.inputPath)
}
if(this.state.capture === Capture.Perf) {
tempParameters.push('-perf')
}
this.setState({parameters: tempParameters})
}
private browseModel = () => {
const openDialogOptions = {
properties: Array<'openFile'>('openFile'),
};
showNativeOpenDialog(openDialogOptions)
.then((filePaths) => {
if (filePaths) {
this.setModel(filePaths[0]);
}
});
}
private browseInput = () => {
const openDialogOptions = {
properties: Array<'openFile'>('openFile'),
};
showNativeOpenDialog(openDialogOptions)
.then((filePaths) => {
if (filePaths) {
this.setInputPath(filePaths[0]);
}
});
}
private browseOutput = () => {
const openDialogOptions = {
properties: Array<'openDirectory'>('openDirectory'),
};
showNativeOpenDialog(openDialogOptions)
.then((filePaths) => {
if (filePaths) {
this.setOutputPath(filePaths[0]);
}
});
}
private logError = (error: string | Error | Error[]) => {
const toString = (error: string | Error) => typeof error === 'string' ? error : (`${error.stack ? `${error.stack}: ` : ''}${error.message}`);
if (Array.isArray(error)) {
log.error(error.map(toString).join('\n'));
} else {
log.error(toString(error));
}
}
private printMessage = (message: string) => {
this.setState((prevState) => ({
...prevState,
console: prevState.console.concat(message),
}))
}
// tslint:disable-next-line:member-ordering
private outputListener = {
stderr: this.printMessage,
stdout: this.printMessage,
};
private execModelRunner = async() => {
log.info("start to run " + this.state.model);
let runPath = winmlRunnerPath;
let procParameters = this.state.parameters;
const debug = this.state.capture === Capture.Debug
// serialize debug onnx model
if (debug) {
clearLocalDebugDir();
save(ModelProtoSingleton.serialize(true), this.getDebugModelPath());
runPath = debugRunnerPath;
procParameters = [this.getDebugModelPath(), this.state.inputPath];
}
this.setState({
console: '',
currentStep: Step.Running,
});
const runDialogOptions = {
message: '',
title: 'run result',
}
try {
await execFilePromise(runPath, procParameters, {}, this.outputListener);
} catch (e) {
this.logError(e);
this.printMessage("\n---------------------------\nRun Failed!\n")
this.printMessage(`\n${(e as Error).message}`)
log.info(this.state.model + " is failed to run");
this.setState({
currentStep: Step.Idle,
});
runDialogOptions.message = 'Run failed! See console log for details.'
require('electron').remote.dialog.showMessageBox(require('electron').remote.getCurrentWindow(), runDialogOptions)
return
}
this.setState({
currentStep: Step.Success,
});
if (debug) {
this.exportDebug(this.state.outputPath)
} else {
runDialogOptions.message = 'Run successful';
require('electron').remote.dialog.showMessageBox(require('electron').remote.getCurrentWindow(), runDialogOptions)
log.info(this.state.model + " run successful");
}
}
private exportDebug = (filename: string) => {
ModelProtoSingleton.getCurrentModelDebugDir();
ncp.ncp(ModelProtoSingleton.getCurrentModelDebugDir(), filename, this.copyCallbackFunction);
}
private copyCallbackFunction = (err: Error[] | null) => {
const runDialogOptions = {
message: '',
title: 'run result',
}
if (err) {
this.logError(err);
runDialogOptions.message = 'Run failed! See console log for details.'
require('electron').remote.dialog.showMessageBox(require('electron').remote.getCurrentWindow(), runDialogOptions)
} else {
runDialogOptions.message = 'Run Successful: Debug capture saved to output path'
require('electron').remote.dialog.showMessageBox(require('electron').remote.getCurrentWindow(), runDialogOptions)
log.info(this.state.model + " run successful");
}
}
}
const mapStateToProps = (state: IState) => ({
file: state.file,
properties: state.properties,
quantizationOption: state.quantizationOption
});
const mapDispatchToProps = {
setFile,
}
export default connect(mapStateToProps, mapDispatchToProps)(RunView);