fixed changelog paging
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<h4>Architecture</h4>
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<img src="/assets/imgs/architecture.svg" alt="architecture" class="space-below">
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<p>
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Bosch IoT Cloud space where all applications are hosted:
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<a href="https://apps.sys.de1.bosch-iot-cloud.com/organizations/b28baba5-f95f-4ce5-bc9c-3f45acd1dfb2">
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https://apps.sys.de1.bosch-iot-cloud.com/organizations/b28baba5-f95f-4ce5-bc9c-3f45acd1dfb2
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</a><br>
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Find the API documentation here:
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<a href="https://definma-api.apps.de1.bosch-iot-cloud.com/api-doc/">
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https://definma-api.apps.de1.bosch-iot-cloud.com/api-doc/
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</a><br>
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Admin database management page:
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<a href="https://definma-db.apps.de1.bosch-iot-cloud.com/api-doc/">
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https://definma-db.apps.de1.bosch-iot-cloud.com/api-doc/
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</a><br>
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Code repository UI
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<a href="https://sourcecode.socialcoding.bosch.com/users/vle2fe/repos/definma-ui">
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https://sourcecode.socialcoding.bosch.com/users/vle2fe/repos/definma-ui
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</a><br>
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Code repository API
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<a href="https://sourcecode.socialcoding.bosch.com/users/vle2fe/repos/definma-api">
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https://sourcecode.socialcoding.bosch.com/users/vle2fe/repos/definma-api
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</a><br>
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</p>
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<p>
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All applications are hosted in the bosch IoT Cloud. The API is hosted in a Node.js container, with a bound MongoDB
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instance. <br>
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The Angular UI is hosted in a staticfile container, serving the built Angular bundle. <br>
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Finally any machine learning models are hosted in Python containers.
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</p>
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<h4>Development setup</h4>
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<p>
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In any case, it is good to have PxProxy working, following the
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<a href="https://inside-docupedia.bosch.com/confluence/pages/viewpage.action?pageId=608652557">
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Bosch installation guide
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</a>. <br>
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For pushing to the BIC, you need the CloudFoundry CLI as described in the
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<a href="https://inside-docupedia.bosch.com/confluence/display/BICI/Cloud+Foundry+CLI">BIC documentation</a>.
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If the the downloaded version of the CLI should not work, there is an old installer with a definitely working version
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on the file share in the bin folder.
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Please consider that you need to have a login to the BIC and be marked as space developer for the DeFinMa Org. <br>
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For front and back end development, you need a
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<a href="https://www.mongodb.com/try/download/community">local MongoDB server</a> as well as
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<a href="https://nodejs.org/en/">Node.js</a>.
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</p>
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import { async, ComponentFixture, TestBed } from '@angular/core/testing';
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import { DocumentationArchitectureComponent } from './documentation-architecture.component';
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describe('DocumentationArchitectureComponent', () => {
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let component: DocumentationArchitectureComponent;
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let fixture: ComponentFixture<DocumentationArchitectureComponent>;
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|
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beforeEach(async(() => {
|
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TestBed.configureTestingModule({
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declarations: [ DocumentationArchitectureComponent ]
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})
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.compileComponents();
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}));
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|
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beforeEach(() => {
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fixture = TestBed.createComponent(DocumentationArchitectureComponent);
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component = fixture.componentInstance;
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fixture.detectChanges();
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});
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|
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it('should create', () => {
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expect(component).toBeTruthy();
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});
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});
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import { Component, OnInit } from '@angular/core';
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@Component({
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selector: 'app-documentation-architecture',
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templateUrl: './documentation-architecture.component.html',
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styleUrls: ['./documentation-architecture.component.scss']
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})
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export class DocumentationArchitectureComponent implements OnInit {
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constructor() { }
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ngOnInit(): void {
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}
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}
|
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<h2>Database</h2>
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<p>
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The used database instance is a MongoDB instance running on the BIC, storing all application data. The admin database
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management page can be accessed
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<a href="https://definma-db.apps.de1.bosch-iot-cloud.com/api-doc/">
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https://definma-db.apps.de1.bosch-iot-cloud.com/api-doc/
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</a>.
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However, it is recommended to use a dedicated MongoDB application for anything apart from a quick look. The two tested
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applications are <a href="https://www.mongodb.com/products/compass">MongoDB Compass</a> and
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<a href="https://robomongo.org/s">Robo 3T</a> (recommended for trying queries).<br>
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To connect to the BIC instance from your local application follow the
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<a href="https://inside-docupedia.bosch.com/confluence/display/BICI/MongoDB+Client+Tool+via+SSH+Tunnel">BIC guide</a>.
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<br>TLDR:
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</p>
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For the first time:
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<ul>
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<li>cf login</li>
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<li>cf enable-ssh <app-name, probably definma-api></li>
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<li>cf create-service-key <service-name, probably definmadb> <key-name, can be whatever></li>
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</ul>
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Every time:
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<ul>
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<li>cf ssh -L 1120:st0cvm200118.internal-mongodb.de1.bosch-iot-cloud.com:30000 definma-api</li>
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<li>
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Login into your application with localhost:1120 and use credentials and Authentication Database from the BIC
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(Data can be found at Home>DeFinMa>production>definma-api>Services>dots on the right of definmadb>View Credentials)
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</li>
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</ul>
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<h6>Backup</h6>
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<p>
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For creating a database backup, you must follow the same steps from above (except the last one). Additionally you need
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the <a href="https://www.mongodb.com/try/download/community">MongoDB server</a> installed. Open the MongoDB bin folder
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(normally at C:\Program Files\MongoDB\Server\4.2\bin) in a PowerShell and execute following command for backup,
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adjust parameters and credentials as needed: <br><br>
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mongodump.exe /port:1120 /db:"6ebe4c5d-0da3-4347-b484-66894dcf3f27" /username:"<:username>"
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/password:"<:username>" /out:"C:\Path\to\backup\folder"<br><br>
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Restoring the database from a backup is done with mongorestore.exe, more information can be found at the
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<a href="https://docs.mongodb.com/database-tools/">documentation</a>. <br>
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The BIC service also creates internal backup, which can be requested to restore, see
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<a href="https://inside-docupedia.bosch.com/confluence/pages/viewpage.action?pageId=565402281">MongoDB FAQ</a>
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</p>
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<h4>Database model</h4>
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||||
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||||
<app-img-magnifier src="assets/imgs/db_structure_latest.svg" zoom="2" [magnifierSize]="{width: 400, height: 300}"
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||||
id="db-structure"></app-img-magnifier>
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||||
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<h4>Field reference</h4>
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||||
|
||||
<rb-table class="field-reference">
|
||||
<tr><th>samples</th><th></th><th>Example</th></tr>
|
||||
<tr>
|
||||
<td>_id</td>
|
||||
<td>Automatically generated unique id</td>
|
||||
<td>'5f2e63c98d1c020f8cda6e06'</td>
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||||
</tr>
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||||
<tr>
|
||||
<td>type</td>
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||||
<td>
|
||||
The material status of the sample, can be either <span class="name">as-delivered/raw</span> or
|
||||
<span class="name">processed</span>.
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||||
</td>
|
||||
<td>'processed'</td>
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||||
</tr>
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||||
<tr>
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<td>number</td>
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||||
<td>The sample number, generated by the server for new samples</td>
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||||
<td>'An31'</td>
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||||
</tr>
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||||
<tr>
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||||
<td>color</td>
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||||
<td>Sample color</td>
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||||
<td>'black'</td>
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||||
</tr>
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||||
<tr>
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||||
<td>batch</td>
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||||
<td>Batch number the sample was from</td>
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||||
<td>'2264486614'</td>
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</tr>
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||||
<tr>
|
||||
<td>status</td>
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||||
<td>Status of the document, can be either <span class="name">new</span>, <span class="name">validated</span> or
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||||
<span class="name">deleted</span>.</td>
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||||
<td>'new'</td>
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||||
</tr>
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<tr>
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<td>condition</td>
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<td>sample condition with <span class="name">condition_template</span> reference and all fields defined by the
|
||||
template</td>
|
||||
<td>{{'{'}}condition_template: '5f3151b5b8a886007d2de9ed', time in minutes: 30{{'}'}}</td>
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||||
</tr>
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||||
<tr>
|
||||
<td>material_id</td>
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||||
<td>Reference to the sample material</td>
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||||
<td>'5f2e63118d1c020f8cda6a0a'</td>
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||||
</tr>
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||||
<tr>
|
||||
<td>note_id</td>
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||||
<td>Reference to the sample note</td>
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||||
<td>'5f2e63c98d1c020f8cda6e08'</td>
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||||
</tr>
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||||
<tr>
|
||||
<td>user_id</td>
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||||
<td>Reference to the user who created the sample</td>
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||||
<td>'5f294dd4aa9ea5085c7d7315'</td>
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</tr>
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||||
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||||
<tr><th>notes</th><th></th><th></th></tr>
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||||
<tr>
|
||||
<td>_id</td>
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||||
<td>Automatically generated unique id</td>
|
||||
<td>'5f2e63e98d1c020f8cda70cc'</td>
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</tr>
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||||
<tr>
|
||||
<td>comment</td>
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||||
<td>General remarks</td>
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||||
<td>'stabilized'</td>
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||||
</tr>
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||||
<tr>
|
||||
<td>sample_references</td>
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||||
<td>Array of references to other samples, each reference containing the referenced <span class="name">sample_id
|
||||
</span> as well as a <span class="name">relation</span> field describing the relationship</td>
|
||||
<td>{{'{'}}sample_id: '5f2e63d68d1c020f8cda701c', relation: 'belongs to'{{'}'}}</td>
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||||
</tr>
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||||
<tr>
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||||
<td>custom_fields</td>
|
||||
<td>Additional information as key value pairs for the sample, making it easier to process this information</td>
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||||
<td>{{'{'}}vwz: '0 min'{{'}'}}</td>
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||||
</tr>
|
||||
|
||||
<tr><th>note_fields</th><th></th><th></th></tr>
|
||||
<tr>
|
||||
<td>_id</td>
|
||||
<td>Automatically generated unique id</td>
|
||||
<td>'5f2e63e98d1c020f8cda70ce'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>name</td>
|
||||
<td>name of the <span class="name">custom_fields</span> key</td>
|
||||
<td>'test series'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>qty</td>
|
||||
<td>number of notes with this key</td>
|
||||
<td>24</td>
|
||||
</tr>
|
||||
|
||||
<tr><th>materials</th><th></th><th></th></tr>
|
||||
<tr>
|
||||
<td>_id</td>
|
||||
<td>Automatically generated unique id</td>
|
||||
<td>'5f2e63e98d1c020f8cda70d0'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>name</td>
|
||||
<td>Trade name of the material</td>
|
||||
<td>'Ultradur B4300 G6'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>numbers</td>
|
||||
<td>Bosch material part numbers</td>
|
||||
<td>['5515753021, '5515753404']</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>properties</td>
|
||||
<td>material class specific properties with <span class="name">material_template</span> reference and all fields
|
||||
defined by the template</td>
|
||||
<td>{{'{'}}material_template: '5f2e89874ac96c007fb06e83', mineral: 0, glass_fiber: 30, carbon_fiber: 0{{'}'}}</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>group_id</td>
|
||||
<td>Reference to the material group</td>
|
||||
<td>'5f2e631191c5d68f8a0708c4'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>supplier_id</td>
|
||||
<td>Reference to the material supplier</td>
|
||||
<td>'5f2e631191c5d68f8a0708c7'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>status</td>
|
||||
<td>Status of the document, can be either <span class="name">new</span>, <span class="name">validated</span> or
|
||||
<span class="name">deleted</span>.</td>
|
||||
<td>'new'</td>
|
||||
</tr>
|
||||
|
||||
<tr><th>material_groups</th><th></th><th></th></tr>
|
||||
<tr>
|
||||
<td>_id</td>
|
||||
<td>Automatically generated unique id</td>
|
||||
<td>'5f2e631291c5d68f8a0708f9'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>name</td>
|
||||
<td>The chemical material type</td>
|
||||
<td>'PA66'</td>
|
||||
</tr>
|
||||
|
||||
<tr><th>material_supplier</th><th></th><th></th></tr>
|
||||
<tr>
|
||||
<td>_id</td>
|
||||
<td>Automatically generated unique id</td>
|
||||
<td>'5f2e631991c5d68f8a0709c3'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>name</td>
|
||||
<td>The material supplier</td>
|
||||
<td>'BASF'</td>
|
||||
</tr>
|
||||
|
||||
<tr><th>measurements</th><th></th><th></th></tr>
|
||||
<tr>
|
||||
<td>_id</td>
|
||||
<td>Automatically generated unique id</td>
|
||||
<td>'5f294d25aa9ea5085c7d7305'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>sample_id</td>
|
||||
<td>Reference to the sample this measurement belongs to</td>
|
||||
<td>'5f2e63c98d1c020f8cda6e06'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>measurement_template</td>
|
||||
<td>Reference to the Template defining the structure of the measurement values</td>
|
||||
<td>'5f294d25aa9ea5085c7d7305'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>values</td>
|
||||
<td>Measurement values in defined format</td>
|
||||
<td>{{'{'}}vn: 100.4{{'}'}}</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>status</td>
|
||||
<td>Status of the document, can be either <span class="name">new</span>, <span class="name">validated</span> or
|
||||
<span class="name">deleted</span>.</td>
|
||||
<td>'new'</td>
|
||||
</tr>
|
||||
|
||||
<tr><th><collection>_templates</th><th></th><th></th></tr>
|
||||
<tr>
|
||||
<td>_id</td>
|
||||
<td>Automatically generated unique id</td>
|
||||
<td>'5f2e63ee8d1c020f8cda7128'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>name</td>
|
||||
<td>Display name of the template</td>
|
||||
<td>'spectrum'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>version</td>
|
||||
<td>Version number of the template</td>
|
||||
<td>2</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>first_id</td>
|
||||
<td>Reference to the first instance of this template with <span class="name">version</span> number 1</td>
|
||||
<td>'5f2e89bb4ac96c007fb06e86'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>parameters</td>
|
||||
<td>Specified parameters of this template. The <span class="name">name</span> property is used as the key in the
|
||||
document using this template, the range can have the following properties: <span class="name">min</span> specifies
|
||||
the minimum numeric value, <span class="name">max</span> specifies the maximum numeric value, <span class="name">
|
||||
values</span> specifies an array of allowed values of this parameter and <span class="name">type: 'array'</span>
|
||||
specifies that this parameter must be an array</td>
|
||||
<td></td>
|
||||
</tr>
|
||||
|
||||
<tr><th>users</th><th></th><th></th></tr>
|
||||
<tr>
|
||||
<td>_id</td>
|
||||
<td>Automatically generated unique id</td>
|
||||
<td>'5f2e63cc8d1c020f8cda6e6a'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>name</td>
|
||||
<td>The username</td>
|
||||
<td>'admin'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>email</td>
|
||||
<td>The user's email address used for password reset</td>
|
||||
<td>'test@bosch.com'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>location</td>
|
||||
<td>The abbreviation of the Bosch site of the user</td>
|
||||
<td>'Rng'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>level</td>
|
||||
<td>The permission level, can be either <span class="name">read</span>, <span class="name">write</span>,
|
||||
<span class="name">dev</span> or <span class="name">admin</span>. The exact level permissions can be found at the
|
||||
<a routerLink="/documentation">general documentation</a></td>
|
||||
<td></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>devices</td>
|
||||
<td>Array of all spectrum measurement devices the user has access to</td>
|
||||
<td>['Rng01', 'Rng02']</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>pass</td>
|
||||
<td>The user's password in hashed form using bcrypt</td>
|
||||
<td>'$2a$10$m8DqvZR3plZEv8EPwPo7Luvyrm/ZQDiPzfBh6bpU/1XFWOGONkJyG'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>key</td>
|
||||
<td>The API key, generated when the user is created</td>
|
||||
<td>'5f294dd4aa9ea5085c7d7314'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>models</td>
|
||||
<td>
|
||||
Reference to the prediction models the user should have access to. Ignored for <span class="name">dev</span> and
|
||||
<span class="name">admin</span> as they automatically have access to all models.
|
||||
</td>
|
||||
<td>['5f466fb1e566810dd8b3e919', '5f294d8aaa9ea5085c7d730b']</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>status</td>
|
||||
<td>Status of the document, can be either <span class="name">new</span>, <span class="name">validated</span> or
|
||||
<span class="name">deleted</span>.</td>
|
||||
<td>'new'</td>
|
||||
</tr>
|
||||
|
||||
<tr><th>models</th><th></th><th></th></tr>
|
||||
<tr>
|
||||
<td>group</td>
|
||||
<td>group the model belongs to</td>
|
||||
<td>'VN'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>models</td>
|
||||
<td>models of the group with _id, name and url to the Python endpoint</td>
|
||||
<td>{{'{'}}_id: '5f466fb1e566810dd8b3e919', name: POM, url: 'http://localhost:9099/test'{{'}'}}</td>
|
||||
</tr>
|
||||
|
||||
<tr><th>model_files</th><th></th><th></th></tr>
|
||||
<tr>
|
||||
<td>_id</td>
|
||||
<td>Automatically generated unique id</td>
|
||||
<td>'5f294d47aa9ea5085c7d7308'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>name</td>
|
||||
<td>The name of the model</td>
|
||||
<td>'humidity-1'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>data</td>
|
||||
<td>The Python model data in binary format</td>
|
||||
<td><binary data></td>
|
||||
</tr>
|
||||
|
||||
<tr><th>changelogs</th><th></th><th></th></tr>
|
||||
<tr>
|
||||
<td>_id</td>
|
||||
<td>Automatically generated unique id</td>
|
||||
<td>'5f2e63cc8d1c020f8cda6e6e'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>action</td>
|
||||
<td>The URL which invoked the database write access</td>
|
||||
<td>'POST /material/new'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>collection_name</td>
|
||||
<td>Collection that was written to</td>
|
||||
<td>'material_groups'</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>conditions</td>
|
||||
<td>Condition arguments used when accessing the database</td>
|
||||
<td>{{'{'}}id: '5f2e63118d1c020f8cda6a0a'{{'}'}}</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>data</td>
|
||||
<td>data which was written to the database</td>
|
||||
<td>{{'{'}}name: 'PBT'{{'}'}}</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td>user_id</td>
|
||||
<td>The user that executed this command</td>
|
||||
<td>'5f2e63118d1c020f8cda6a09'</td>
|
||||
</tr>
|
||||
</rb-table>
|
@ -0,0 +1,7 @@
|
||||
.field-reference td:nth-child(3) {
|
||||
font-family: boschmono, monospace;
|
||||
}
|
||||
|
||||
span.name {
|
||||
font-style: italic;
|
||||
}
|
@ -0,0 +1,41 @@
|
||||
import { async, ComponentFixture, TestBed } from '@angular/core/testing';
|
||||
|
||||
import { DocumentationDatabaseComponent } from './documentation-database.component';
|
||||
import {Component, Input} from '@angular/core';
|
||||
import {RbCustomInputsModule} from '../../rb-custom-inputs/rb-custom-inputs.module';
|
||||
|
||||
// TODO
|
||||
|
||||
@Component({selector: 'app-img-magnifier', template: ''})
|
||||
class ImgMagnifierStubComponent {
|
||||
@Input() magnifierSize: {width: number, height: number};
|
||||
}
|
||||
|
||||
describe('DocumentationDatabaseComponent', () => {
|
||||
let component: DocumentationDatabaseComponent;
|
||||
let fixture: ComponentFixture<DocumentationDatabaseComponent>;
|
||||
|
||||
beforeEach(async(() => {
|
||||
TestBed.configureTestingModule({
|
||||
declarations: [
|
||||
DocumentationDatabaseComponent,
|
||||
ImgMagnifierStubComponent
|
||||
],
|
||||
imports: [
|
||||
RbCustomInputsModule
|
||||
]
|
||||
})
|
||||
.compileComponents();
|
||||
}));
|
||||
|
||||
beforeEach(() => {
|
||||
fixture = TestBed.createComponent(DocumentationDatabaseComponent);
|
||||
component = fixture.componentInstance;
|
||||
component.ngOnInit();
|
||||
fixture.detectChanges();
|
||||
});
|
||||
|
||||
it('should create', () => {
|
||||
expect(component).toBeTruthy();
|
||||
});
|
||||
});
|
@ -0,0 +1,15 @@
|
||||
import { Component, OnInit } from '@angular/core';
|
||||
|
||||
@Component({
|
||||
selector: 'app-documentation-database',
|
||||
templateUrl: './documentation-database.component.html',
|
||||
styleUrls: ['./documentation-database.component.scss']
|
||||
})
|
||||
export class DocumentationDatabaseComponent implements OnInit {
|
||||
|
||||
constructor() { }
|
||||
|
||||
ngOnInit(): void {
|
||||
}
|
||||
|
||||
}
|
@ -1,30 +1,11 @@
|
||||
<h2>Documentation</h2>
|
||||
|
||||
<p>
|
||||
Bosch IoT Cloud space where all applications are hosted:
|
||||
<a href="https://apps.sys.de1.bosch-iot-cloud.com/organizations/b28baba5-f95f-4ce5-bc9c-3f45acd1dfb2">
|
||||
https://apps.sys.de1.bosch-iot-cloud.com/organizations/b28baba5-f95f-4ce5-bc9c-3f45acd1dfb2
|
||||
</a><br>
|
||||
Find the API documentation here:
|
||||
<a href="https://definma-api.apps.de1.bosch-iot-cloud.com/api-doc/">
|
||||
https://definma-api.apps.de1.bosch-iot-cloud.com/api-doc/
|
||||
</a><br>
|
||||
Code repository UI
|
||||
<a href="https://sourcecode.socialcoding.bosch.com/users/vle2fe/repos/definma-ui">
|
||||
https://sourcecode.socialcoding.bosch.com/users/vle2fe/repos/definma-ui
|
||||
</a><br>
|
||||
Code repository API
|
||||
<a href="https://sourcecode.socialcoding.bosch.com/users/vle2fe/repos/definma-api">
|
||||
https://sourcecode.socialcoding.bosch.com/users/vle2fe/repos/definma-api
|
||||
</a><br>
|
||||
</p>
|
||||
|
||||
<h4>Introduction</h4>
|
||||
|
||||
<p>
|
||||
<a [href]="api.hostName + '/static/intro-presentation/index.html'">
|
||||
View the presentation explaining the main functions
|
||||
</a>
|
||||
</a><br>
|
||||
View the <a href="/assets/docs/Veit-Lukas_T3000.pdf">T3000 report</a> and
|
||||
<a href="/assets/docs/Veit-Lukas_Bachelor-Thesis.pdf">Bachelor Thesis</a> for an in-depth application description.
|
||||
</p>
|
||||
|
||||
<h4>User levels</h4>
|
||||
@ -96,13 +77,6 @@
|
||||
</tr>
|
||||
</rb-table>
|
||||
|
||||
<h4>Architecture</h4>
|
||||
|
||||
<img src="/assets/imgs/architecture.svg" alt="architecture" class="space-below">
|
||||
|
||||
<p>
|
||||
All applications are hosted in the bosch IoT Cloud. The API is hosted in a Node.js container, with a bound MongoDB
|
||||
instance. <br>
|
||||
The Angular UI is hosted in a staticfile container, serving the built Angular bundle. <br>
|
||||
Finally any machine learning models are hosted in Python containers.
|
||||
</p>
|
||||
|
||||
|
Reference in New Issue
Block a user