updated to new model format
This commit is contained in:
		@@ -15,9 +15,6 @@
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    <ng-template rbFormValidationMessage="failure">{{nameInput.errors.failure}}</ng-template>
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    <ng-template rbFormValidationMessage="required">Cannot be empty</ng-template>
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  </rb-form-input>
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  <rb-form-input name="label" label="label" appValidate="string" [(ngModel)]="model.label" #labelInput="ngModel">
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    <ng-template rbFormValidationMessage="failure">{{labelInput.errors.failure}}</ng-template>
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  </rb-form-input>
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  <rb-form-input name="url" label="URL" appValidate="url" required [(ngModel)]="model.url" #urlInput="ngModel">
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    <ng-template rbFormValidationMessage="failure">{{urlInput.errors.failure}}</ng-template>
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    <ng-template rbFormValidationMessage="required">Cannot be empty</ng-template>
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@@ -31,7 +28,6 @@
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<rb-table class="space-above">
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  <tr>
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    <th>Name</th>
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    <th>Label</th>
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    <th>URL</th>
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    <th></th>
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    <th></th>
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@@ -41,7 +37,6 @@
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    <tr><th>{{group.group}}</th><th></th><th></th><th></th><th></th></tr>
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    <tr *ngFor="let modelItem of group.models">
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      <td>{{modelItem.name}}</td>
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      <td>{{modelItem.label}}</td>
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      <td>{{modelItem.url}}</td>
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      <td>
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        <span class="rb-ic rb-ic-edit clickable"
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@@ -4,7 +4,6 @@ export class ModelItemModel extends BaseModel {
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  group = '';
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  models = [{
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    name: '',
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    url: '',
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    label: ''
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    url: ''
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  }];
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}
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@@ -13,21 +13,17 @@
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<div *ngIf="result" class="result" [@inOut]>
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  <ng-container *ngIf="multipleSamples; else singleSampleResult">
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    <h4 *ngFor="let prediction of result.predictions; index as i">
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      {{spectrumNames[i]}}: {{prediction}} {{activeGroup.models[activeModelIndex].label}}
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      <a [routerLink]='"."' fragment="disclaimer"><sup>#</sup></a>
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      {{spectrumNames[i]}}: {{prediction}}<a [routerLink]='"."' fragment="disclaimer"><sup>#</sup></a>
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    </h4>
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  </ng-container>
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  <ng-template #singleSampleResult>
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    <h4>
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      Average result: {{result.meanPrediction}} {{activeGroup.models[activeModelIndex].label}}
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      <a [routerLink]='"."' fragment="disclaimer"><sup>#</sup></a>,
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      standard deviation: {{result.std}}<a [routerLink]='"."' fragment="disclaimer"><sup>#</sup></a>
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      Average result: {{result.mean}}<a [routerLink]='"."' fragment="disclaimer"><sup>#</sup></a>
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    </h4>
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    <a href="javascript:" class="rb-details-toggle" rbDetailsToggle #triggerDetails="rbDetailsToggle">Details</a>
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    <div *ngIf="triggerDetails.open" class="space-below">
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      <p *ngFor="let prediction of result.predictions; index as i">
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        {{spectrumNames[i]}}: {{prediction}} {{activeGroup.models[activeModelIndex].label}}
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        <a [routerLink]='"."' fragment="disclaimer"><sup>#</sup></a>
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        {{spectrumNames[i]}}: {{prediction}}<a [routerLink]='"."' fragment="disclaimer"><sup>#</sup></a>
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      </p>
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    </div>
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  </ng-template>
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@@ -3,15 +3,10 @@ import {ChartOptions} from 'chart.js';
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import {ApiService} from '../services/api.service';
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import {animate, style, transition, trigger} from '@angular/animations';
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import cloneDeep from 'lodash/cloneDeep';
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import omit from 'lodash/omit';
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import {DataService} from '../services/data.service';
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import {ModelItemModel} from '../models/model-item.model';
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import {HttpClient} from '@angular/common/http';
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interface PredictionResult {
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  meanPrediction: string;
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  std: string;
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  predictions: string[];
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}
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@Component({
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  selector: 'app-prediction',
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@@ -34,7 +29,7 @@ interface PredictionResult {
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})
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export class PredictionComponent implements OnInit {
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  result: PredictionResult;
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  result: {predictions: string[], mean: string};
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  loading = false;
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  activeGroup: ModelItemModel = new ModelItemModel();
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  activeModelIndex = 0;
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@@ -104,9 +99,16 @@ export class PredictionComponent implements OnInit {
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  loadPrediction() {
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    this.loading = true;
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    console.log(this.activeModelIndex);
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    this.api.post<PredictionResult>(this.activeGroup.models[this.activeModelIndex].url, this.flattenedSpectra, data => {
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      this.result = data;
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    this.api.post<any>(this.activeGroup.models[this.activeModelIndex].url, this.flattenedSpectra, data => {
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      this.result = {
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        predictions: Object.entries(omit(data, ['mean', 'std', 'label']))
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          .map((p: any) => p[1].map(e => `${p[0]}: ${e} ${data.label[p[0]]}`))
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          .reduce((s, e) => s.map((el, i) => this.clip(el) + ', ' + e[i])),
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        mean: Object.keys(data.mean).map(e =>
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            this.clip(`${e}: ${data.mean[e]} ${data.label[e]}`) + (data.std[e] !== '' ? ` (standard deviation: ${data.std[e]})` : '')
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          ).join(', ')
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      };
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      console.log(this.result);
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      this.loading = false;
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    });
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  }
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@@ -115,4 +117,8 @@ export class PredictionComponent implements OnInit {
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    this.activeGroup = this.d.arr.modelGroups[index];
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    this.result = undefined;
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  }
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  clip(str) {  // clip spaces at start and end
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    return str.replace(/^\s*(.*?)\s*$/, '$1');
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  }
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}
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@@ -238,7 +238,7 @@
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                            [(ngModel)]="measurement.measurement_template"
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                            (ngModelChange)="clearMeasurement(gIndex, mIndex)">
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              <option [value]="sample.condition.condition_template">
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                {{d.id.measurementTemplates[measurement.measurement_template].name}} - current
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                {{d.id.measurementTemplates[measurement.measurement_template].name}} - old
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              </option>
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              <option *ngFor="let m of d.latest.measurementTemplates" [value]="m._id">{{m.name}}</option>
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            </rb-form-select>
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@@ -330,7 +330,7 @@
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<ng-template #modalDeleteConfirm>
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  <rb-alert alertTitle="Are you sure?" type="danger" [okBtnLabel]="'Delete sample' + (samples.length > 1 ? 's' : '')"
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            cancelBtnLabel="Cancel">
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    Do you really want to delete {{samples.length > 1 ? 'these samples' : 'this sample'}}?
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    Do you really want to delete {{(samples.length > 1 ? 'samples ' : 'sample ') + sampleNames()}}?
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  </rb-alert>
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</ng-template>
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@@ -613,6 +613,10 @@ export class SampleComponent implements OnInit, AfterContentChecked {
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    return this.sampleReferenceList.bind(this);
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  }
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  sampleNames() {
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    return this.samples.map(e => e.number).join(', ');
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  }
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  uniqueCfValues(index) {  // returns all names until index for unique check
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    return this.customFields ? this.customFields.slice(0, index).map(e => e[0]) : [];
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  }
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