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definma-api/data_import/import.js

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const csv = require('csv-parser');
const fs = require('fs');
const axios = require('axios');
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const {Builder} = require('selenium-webdriver'); // selenium and the chrome driver must be installed and configured separately
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const chrome = require('selenium-webdriver/chrome');
const pdfReader = require('pdfreader');
const iconv = require('iconv-lite');
const _ = require('lodash');
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const stages = {
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materials: true,
samples: true,
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dpt: true
}
const docs = [
"C:\\Users\\vle2fe\\Documents\\Data\\All_200717\\Metadata__AnP2.csv",
"C:\\Users\\vle2fe\\Documents\\Data\\All_200717\\Metadata__AnP2_A.csv",
"C:\\Users\\vle2fe\\Documents\\Data\\All_200717\\Metadata__AnP2_B.csv",
"C:\\Users\\vle2fe\\Documents\\Data\\All_200717\\Metadata_Ap.csv",
"C:\\Users\\vle2fe\\Documents\\Data\\All_200717\\Metadata_Bj.csv",
"C:\\Users\\vle2fe\\Documents\\Data\\All_200717\\Metadata_Eh.csv",
"C:\\Users\\vle2fe\\Documents\\Data\\All_200717\\Metadata_Eh_B.csv",
"C:\\Users\\vle2fe\\Documents\\Data\\All_200717\\Metadata_Eh_Duroplasten.csv",
"C:\\Users\\vle2fe\\Documents\\Data\\All_200717\\Metadata_Rng_aktuell.csv",
"C:\\Users\\vle2fe\\Documents\\Data\\All_200717\\Metadata_Rng_aktuell_A.csv",
"C:\\Users\\vle2fe\\Documents\\Data\\All_200717\\Metadata_Rng_aktuell_B.csv",
"C:\\Users\\vle2fe\\Documents\\Data\\All_200717\\Metadata_WaP.csv",
];
const errors = [];
const nmDocs = 'C:\\Users\\vle2fe\\Documents\\Data\\All_200717\\nmDocs'; // NormMaster Documents
const dptFiles = 'C:\\Users\\vle2fe\\Documents\\Data\\All_200717\\DPT'; // Spectrum files
const host = 'http://localhost:3000';
// const host = 'https://definma-api.apps.de1.bosch-iot-cloud.com';
const requiredProperties = ['samplenumber','materialnumber','materialname','supplier','reinforcementmaterial','material','granulate/part','color','charge/batch','comments'];
dict = { // dictionary
'Granulat': 'granulate',
'Zugstab': 'tension rod',
'Stecker': 'plug'
};
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let data = []; // metadata contents
let materials = {};
let numberToColor = {};
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let samples = [];
let normMaster = {};
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let sampleDevices = {};
const sampleReferences = []; // references to other samples in format {sample, referencedSample, relation}
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let commentsLog = [];
let customFieldsLog = [];
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const vnValues = {}; // vn values from comments
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const dptLog = [];
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const dptSampleAddLog = []; // log samples created during dpt insertion
const typeLog = [];
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// TODO: conditions
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main();
async function main() {
if (stages.materials) { // materials
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await getNormMaster();
for (let i in docs) {
await importCsv(docs[i]);
await allMaterials();
await saveMaterials();
}
fs.writeFileSync('./data_import/numberToColor.json', JSON.stringify(numberToColor));
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}
if (stages.samples) { // samples
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sampleDeviceMap();
numberToColor = JSON.parse(fs.readFileSync('./data_import/numberToColor.json'), 'utf-8');
for (let i in docs) {
await importCsv(docs[i]);
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await allSamples();
await saveSamples();
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await allMcVn();
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}
// write logs
fs.writeFileSync('./data_import/comments.txt', commentsLog.join('\r\n'));
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fs.writeFileSync('./data_import/typeLog.txt', typeLog.join('\r\n'));
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fs.writeFileSync('./data_import/customFields.txt', customFieldsLog.join('\r\n'));
fs.writeFileSync('./data_import/sampleReferences.txt', sampleReferences.map(e => JSON.stringify(e)).join('\r\n'));
fs.writeFileSync('./data_import/sampleReferences.json', JSON.stringify(sampleReferences));
await sampleReferencesSave();
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}
if (stages.dpt) { // DPT
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await allDpts();
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fs.writeFileSync('./data_import/sdptLog.txt', dptLog.join('\r\n'));
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fs.writeFileSync('./data_import/dptSampleAddLog.txt', dptSampleAddLog.join('\r\n'));
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}
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if (0) { // pdf test
console.log(await readPdf('N28_BN05-OX023_2019-07-16.pdf'));
}
if (errors.length) {
// console.log(errors);
fs.writeFileSync('./data_import/errors/errors_' + new Date().getTime() + '.txt', errors.join('\r\n'));
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}
}
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async function importCsv(doc) {
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// Uniform name samplenumber materialnumber materialname supplier material plastic reinforcingmaterial granulate/part color charge/batch comments vz(ml/g) kfingew% degradation(%) reinforcingmaterialcontent stabwn
// Metadata__AnP2.csv Sample number,Material number,Material name,Supplier,Material,Plastic,Reinforcing material,granulate/Part,Color,Charge/ Batch, Comments
// Metadata__AnP2_A.csv Sample number,Material number,Material name,Supplier, Plastic,Reinforcing material,Granulate/Part, Comments, Humidity [ppm]
// Metadata__AnP2_B.csv Sample number,Material number,Material name,Supplier, Plastic,Reinforcing material,Granulate/Part, VZ [ml/g], glass fibre content
// Metadata_Ap.csv Sample number,Material number,Material name,Supplier, Plastic,Reinforcing material,Granulate/Part,Color,Charge/Batch, Comments
// Metadata_Bj.csv Sample number,Material number,Material name,Supplier,Material,Plastic,Reinforcing material,Granulate/Part,Color,Charge/batch granulate/part,Comments
// Metadata_Eh.csv Sample number,Material number,Material name,Supplier,Material, Reinforcing material,Granulate/Part,Color,Charge/Batch granulate/part,Comments, VZ [cm³/g], Spalte1
// Metadata_Eh_B.csv Sample number, Material name,Supplier, Plastic,Reinforcing material,Granulate/Part,Color, Comments, VZ [cm³/g]
// Metadata_Eh_Duroplasten.csv Sample number,Material number,Material name,Supplier,Material, Reinforcing material,Granulate/Part,Color,Charge/Batch granulate/part,Comments
// Metadata_Rng_aktuell.csv Sample number,Material number,Material name,Supplier,Material,Plastic,Reinforcing material,Granulate/Part,Color,Charge/batch granulate/part,Comments, VZ (ml/g), Degradation(%),Glas fibre content (%)
// Metadata_Rng_aktuell_A.csv Sample number,Material number,Material name,Supplier,Material,Plastic,Reinforcing material,Granulate/Part,Farbe,Charge/batch granulate/part,Comments, KF in Gew%, Reinforcing material (content in %),Stabwn
// Metadata_Rng_aktuell_B.csv Sample number, Material name,Supplier, Plastic, Granulate/Part, Comments, VZ (ml/g), Degradation (%), Alterungszeit in h
// Metadata_WaP.csv Probennummer, Name, Firma, Material, Teil/Rohstoff, Charge, Anmerkung,VZ (ml/g), Abbau (%), Verstärkungsstoffgehalt (%), Versuchsnummer
const nameCorrection = { // map to right column names
'probennummer': 'samplenumber',
'name': 'materialname',
'firma': 'supplier',
'teil/rohstoff': 'granulate/part',
'charge/batchgranulate/part': 'charge/batch',
'charge': 'charge/batch',
'anmerkung': 'comments',
'vz[ml/g]': 'vz(ml/g)',
'vz[cm³/g]': 'vz(ml/g)',
'abbau(%)': 'degradation(%)',
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'glassfibrecontent': 'reinforcingmaterialcontent',
'glasfibrecontent(%)': 'reinforcingmaterialcontent',
'reinforcingmaterial(contentin%)': 'reinforcingmaterialcontent',
'verstärkungsstoffgehalt(%)': 'reinforcingmaterialcontent'
};
const missingFieldsFill = [ // column names to fill if they do not exist
'color',
'charge/batch',
'comments',
'materialnumber',
'reinforcementmaterial'
]
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console.info('importing ' + doc);
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data = [];
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await new Promise(resolve => {
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fs.createReadStream(doc)
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.pipe(iconv.decodeStream('win1252'))
.pipe(csv())
.on('data', (row) => {
data.push(row);
})
.on('end', () => {
data = data.map(e => {
const newE = {};
Object.keys(e).forEach(key => {
newE[key.toLowerCase().replace(/ /g, '')] = e[key];
});
// replace wrong column names
Object.keys(newE).forEach(key => {
if (nameCorrection.hasOwnProperty(key)) {
newE[nameCorrection[key]] = newE[key];
delete newE[key];
}
});
// add missing fields with empty values
missingFieldsFill.forEach(field => {
if (!newE.hasOwnProperty(field)) {
newE[field] = '';
}
});
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if(newE['materialname'] === '') {
newE['materialname'] = newE['material'];
}
if (newE['supplier'] === '') { // empty supplier fields
newE['supplier'] = 'unknown';
}
if (!newE.hasOwnProperty('material')) {
newE['material'] = newE['plastic'].indexOf(' GF') >= 0 ? newE['plastic'].split(' ')[0] : newE['plastic'];
}
return newE;
}).filter(e => {
const missingProperties = requiredProperties.filter(el => !e.hasOwnProperty(el));
if (e['materialname'] === '') {
missingProperties.push('materialname');
}
if (e['samplenumber'] === '') { // empty row
return false;
}
else if (missingProperties.length > 0) { // incomplete sample
errors.push(`${doc}: ${JSON.stringify(e)}is missing the required properties ${missingProperties}`);
return false;
}
return true;
});
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console.info('CSV file successfully processed');
resolve();
});
});
}
async function allDpts() {
let res = await axios({
method: 'get',
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url: host + '/template/measurements',
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auth: {
username: 'admin',
password: 'Abc123!#'
}
});
const measurement_templates = res.data.filter(e => e.name === 'spectrum');
const measurement_template = measurement_templates[measurement_templates.length - 1]._id;
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res = await axios({
method: 'get',
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url: host + '/samples?status=all',
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auth: {
username: 'admin',
password: 'Abc123!#'
}
});
const sampleIds = {};
res.data.forEach(sample => {
sampleIds[sample.number] = sample._id;
});
const dptRegex = /(.*?)_(.*?)_(\d+|[a-zA-Z0-9]+[_.]\d+)(_JDX)?[.]{1,2}(DPT|csv|CSV|JDX)/;
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const dpts = fs.readdirSync(dptFiles);
for (let i in dpts) {
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let regexInput;
const bjRes = /^(Bj[FT]?)\s?([a-z0-9_]*)_JDX.DPT/.exec(dpts[i]);
if (bjRes) { // correct Bj numbers with space
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regexInput = `Bj01_${bjRes[1]}${bjRes[2]}_0.DPT`;
}
else { // remove _JDX from name
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regexInput = dpts[i].replace(/_JDX.*\./, '.');
}
const regexRes = dptRegex.exec(regexInput);
if (regexRes && !sampleIds[regexRes[2]]) { // when sample number includes an additional _x instead of having _x_x for spectrum description
regexRes[2] = `${regexRes[2]}_${regexRes[3].split('_')[0]}`;
}
let baseSample = null;
if (regexRes) {
baseSample = regexRes[2].split('_')[0];
if (baseSample === 'Wa11') { // as Wa11 samples use all the same material
baseSample = 'Wa11_B0_1';
}
}
if (regexRes && !sampleIds[regexRes[2]] && sampleIds[baseSample]) { // when number_abx does not exist but number
dptSampleAddLog.push(`Trying to find ${baseSample}`);
dptSampleAddLog.push(host + '/sample/' + sampleIds[baseSample]);
res = await axios({ // get base sample
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method: 'get',
url: host + '/sample/' + stripSpaces(sampleIds[baseSample]),
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auth: {
username: 'admin',
password: 'Abc123!#'
}
}).catch(err => {
if (err.response) {
console.error(err.response.data);
errors.push(`DPT Could not fetch sample ${baseSample}: ${JSON.stringify(err.response.data)}`);
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}
});
if (res) {
const data = _.merge(_.pick(res.data, ['color', 'type', 'batch']),
{number: regexRes[2], condition: {}, notes: {}, material_id: res.data.material._id});
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res = await axios({
method: 'post',
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url: host + '/sample/new',
auth: {
username: res.data.user,
password: res.data.user === 'admin' ? 'Abc123!#' : '2020DeFinMachen!'
},
data
}).catch(err => {
if (err.response) {
console.error(err.response.data);
errors.push(`DPT Could not save sample ${data}: ${err.response.data}`);
}
});
if (res.data) {
dptSampleAddLog.push(`${regexRes[2]} from ${baseSample}`)
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sampleIds[regexRes[2]] = res.data._id;
}
}
}
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if (regexRes && sampleIds[regexRes[2]]) { // found matching sample
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console.log(`${i}/${dpts.length} ${dpts[i]} -> ${regexRes[2]}`);
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dptLog.push(`${dpts[i]}, ${regexRes[2]}`);
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const f = fs.readFileSync(dptFiles + '\\' + dpts[i], 'utf-8');
const data = {
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sample_id: sampleIds[regexRes[2]],
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values: {},
measurement_template
};
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data.values.device = regexRes[1];
data.values.filename = dpts[i];
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data.values.dpt = f.split('\r\n').map(e => e.split(',').map(e => parseFloat(e)));
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let rescale = false;
for (let i in data.values.dpt) {
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if (data.values.dpt[i][1] > 10) {
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rescale = true;
break;
}
}
if (rescale) {
data.values.dpt = data.values.dpt.map(e => [e[0], e[1] / 100]);
}
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await axios({
method: 'post',
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url: host + '/measurement/new',
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auth: {
username: 'admin',
password: 'Abc123!#'
},
data
}).catch(err => {
console.log(dpts[i]);
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if (err.response) {
console.error(err.response.data);
errors.push(`Could not upload ${dpts[i]} for sample ${regexRes[2]}: ${err.response.data}`);
}
else {
console.error(err);
errors.push(`Could not upload ${dpts[i]} for sample ${regexRes[2]}: ${JSON.stringify(err)}`);
}
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});
}
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else {
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console.log(`Could not find sample for ${dpts[i]}`);
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if (regexRes) {
errors.push(`Could not find sample for ${dpts[i]}; [DEBUG] ${regexRes[2]}, ${!sampleIds[regexRes[2]]}, ${sampleIds[baseSample]}`);
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}
else {
errors.push(`Could not find sample for ${dpts[i]} (did not match RegEx)`);
}
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}
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}
}
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async function allMcVn() {
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let res = await axios({
method: 'get',
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url: host + '/template/measurements',
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auth: {
username: 'admin',
password: 'Abc123!#'
}
});
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const mc_template = res.data.filter(e => e.name === 'moisture content').sort((a, b) => b.version - a.version)[0]._id;
const vn_template = res.data.filter(e => e.name === 'vn').sort((a, b) => b.version - a.version)[0]._id;
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const rmc_template = res.data.filter(e => e.name === 'reinforcement material content').sort((a, b) => b.version - a.version)[0]._id;
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res = await axios({
method: 'get',
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url: host + '/samples?status=all',
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auth: {
username: 'admin',
password: 'Abc123!#'
}
});
const sampleIds = {};
res.data.forEach(sample => {
sampleIds[sample.number] = sample._id;
});
for (let index in data) {
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console.info(`MC/VN ${index}/${data.length}`);
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let sample = data[index];
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sample['samplenumber'] = sample['samplenumber'].replace(/[A-Z][a-z]0\d_/, '');
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let credentials = ['admin', 'Abc123!#'];
if (sampleDevices[sample['samplenumber']]) {
credentials = [sampleDevices[sample['samplenumber']], '2020DeFinMachen!']
}
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if (!sample['vz(ml/g)'] && vnValues[sample['samplenumber']]) { // fill in VN values from comments
sample['vz(ml/g)'] = vnValues[sample['samplenumber']];
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}
if (sample['kfingew%']) {
await axios({
method: 'post',
url: host + '/measurement/new',
auth: {
username: credentials[0],
password: credentials[1]
},
data: {
sample_id: sampleIds[sample['samplenumber']],
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measurement_template: mc_template,
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values: {
'weight %': sample['kfingew%'],
'standard deviation': sample['stabwn']
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}
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}
}).catch(err => {
console.log(sample['samplenumber']);
console.error(err.response.data);
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errors.push(`MC/VN upload for ${JSON.stringify(sample)} failed: ${JSON.stringify(err.response.data)}`);
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});
}
if (sample['vz(ml/g)']) {
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await axios({
method: 'post',
url: host + '/measurement/new',
auth: {
username: credentials[0],
password: credentials[1]
},
data: {
sample_id: sampleIds[sample['samplenumber']],
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measurement_template: vn_template,
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values: {
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vn: sample['vz(ml/g)']
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}
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}
}).catch(err => {
console.log(sample['samplenumber']);
console.error(err.response.data);
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errors.push(`MC/VN upload for ${JSON.stringify(sample)} failed: ${JSON.stringify(err.response.data)}`);
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});
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}
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if (sample['reinforcingmaterialcontent']) {
await axios({
method: 'post',
url: host + '/measurement/new',
auth: {
username: credentials[0],
password: credentials[1]
},
data: {
sample_id: sampleIds[sample['samplenumber']],
measurement_template: rmc_template,
values: {
percentage: Number(sample['reinforcingmaterialcontent'].replace('%', '').replace(',', '.'))
}
}
}).catch(err => {
console.log(sample['samplenumber']);
console.error(err.response.data);
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errors.push(`MC/VN upload for ${JSON.stringify(sample)} failed: ${JSON.stringify(err.response.data)}`);
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});
}
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}
}
async function allSamples() {
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samples = [];
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let res = await axios({
method: 'get',
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url: host + '/materials?status=all',
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auth: {
username: 'admin',
password: 'Abc123!#'
}
});
const dbMaterials = {}
res.data.forEach(m => {
m.numbers = m.numbers.map(e => ({number: e, color: numberToColor[e]}));
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dbMaterials[m.name] = m;
})
res = await axios({
method: 'get',
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url: host + '/samples?status=all',
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auth: {
username: 'admin',
password: 'Abc123!#'
}
});
const sampleColors = {};
res.data.forEach(sample => {
sampleColors[sample.number] = sample.color;
});
for (let index in data) {
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console.info(`SAMPLE LOAD ${index}/${data.length}`);
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let sample = data[index];
if (sample['granulate/Part'] === '') { // empty supplier fields
sample['granulate/Part'] = 'unknown';
}
const material = dbMaterials[trim(sample['materialname'])];
if (!material) { // could not find material, skipping sample
errors.push(`Could not find a material for ${JSON.stringify(sample)}`);
continue;
}
samples.push({
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number: sample['samplenumber'].replace(/[A-Z][a-z]0\d_/, ''), // remove leading An_01 and Eh_01
type: sampleType(sample['granulate/part']),
batch: sample['charge/batch'],
material_id: material._id,
notes: {
custom_fields: customFields(sample['comments'], sample['samplenumber'])
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}
});
// if (sample['comments']) {
// comments.push(sample['samplenumber'] + ' ' + sample['comments']);
// }
const si = samples.length - 1; // sample index
if (samples[si].notes.custom_fields.hasOwnProperty('xRest')) { // reroute xRest property to comment
samples[si].notes.comment = samples[si].notes.custom_fields.xRest;
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commentsLog.push(sample['samplenumber'] + ' ' + samples[si].notes.comment);
delete samples[si].notes.custom_fields.xRest;
}
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if (Object.keys(samples[si].notes.custom_fields).length === 0) { // delete empty custom fields
delete samples[si].notes.custom_fields;
}
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else {
customFieldsLog.push(sample['samplenumber'] + ' ' + JSON.stringify(samples[si].notes.custom_fields));
}
if (sample['materialnumber'] !== '' && material.numbers.find(e => e.number === sample['materialnumber'])) {
samples[si].color = material.numbers.find(e => e.number === sample['materialnumber']).color;
}
else if (sample['color'] !== '') { // find color with all edge cases
let number = material.numbers.find(e => e.color && e.color.indexOf(trim(sample['color'])) >= 0);
if (!number && /black/.test(sample['color'])) { // special case bk for black
console.log(material);
number = material.numbers.find(e => e.color && e.color.toLowerCase().indexOf('bk') >= 0);
if (!number) { // try German word
number = material.numbers.find(e => e.color && e.color.toLowerCase().indexOf('schwarz') >= 0);
}
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}
if (number) {
samples[si].color = number.color;
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}
}
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else if (sampleColors[sample['samplenumber'].split('_')[0]]) { // derive color from main sample for mc/vn
samples[si].color = sampleColors[sample['samplenumber'].split('_')[0]];
}
if (!samples[si].color) {
samples[si].color = sample['color'];
}
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}
}
async function saveSamples() {
for (let i in samples) {
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console.info(`SAMPLE SAVE ${i}/${samples.length}`);
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let credentials = ['admin', 'Abc123!#'];
if (sampleDevices[samples[i].number]) {
credentials = [sampleDevices[samples[i].number], '2020DeFinMachen!']
}
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await axios({
method: 'post',
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url: host + '/sample/new',
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auth: {
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username: credentials[0],
password: credentials[1]
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},
data: samples[i]
}).catch(err => {
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if (err.response.data.status && err.response.data.status !== 'Sample number already taken') {
console.log(samples[i]);
console.error(err.response.data);
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errors.push(`Upload for ${JSON.stringify(samples[i])} failed: ${JSON.stringify(err.response.data)}`);
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}
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});
}
console.info('saved all samples');
}
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async function sampleReferencesSave() {
for (let i in sampleReferences) {
console.info(`SAMPLE REFERENCES ${i}/${sampleReferences.length}`);
let refRes = await axios({
method: 'get',
url: host + '/sample/number/' + sampleReferences[i].referencedSample,
auth: {
username: 'admin',
password: 'Abc123!#'
}
}).catch(err => {
console.log(sampleReferences[i].referencedSample);
console.error(err.response.data);
errors.push(`Getting reference id for ${JSON.stringify(sampleReferences[i])} failed: ${JSON.stringify(err.response.data)}`);
});
if (!refRes) continue;
let sampleRes = await axios({
method: 'get',
url: host + '/sample/number/' + sampleReferences[i].sample,
auth: {
username: 'admin',
password: 'Abc123!#'
}
}).catch(err => {
console.log(sampleReferences[i].sample);
console.error(err.response.data);
errors.push(`Getting sample id for ${JSON.stringify(sampleReferences[i])} failed: ${JSON.stringify(err.response.data)}`);
});
if (!sampleRes) continue;
sampleRes.data.notes.sample_references.push({sample_id: refRes.data._id, relation: sampleReferences[i].relation})
await axios({
method: 'put',
url: host + '/sample/' + sampleRes.data._id,
auth: {
username: 'admin',
password: 'Abc123!#'
},
data: {notes: {sample_references: sampleRes.data.notes.sample_references}}
}).catch(err => {
console.log(sampleRes.data.notes.sample_references);
if (err.response.data) {
console.error(err.response.data);
errors.push(`Saving references for ${JSON.stringify(sampleRes.data)} failed: ${JSON.stringify(err.response.data)}`);
}
else {
console.error(err.response);
errors.push(`Saving references for ${JSON.stringify(sampleRes.data)} failed: ${JSON.stringify(err.response)}`);
}
});
}
}
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async function allMaterials() {
// materials = {};
let res = await axios({
method: 'get',
url: host + '/template/materials',
auth: {
username: 'admin',
password: 'Abc123!#'
}
});
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const materialTemplate = res.data.filter(e => e.name === 'plastic').sort((a, b) => b.version - a.version)[0]._id;
// process all samples
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for (let index in data) {
let sample = data[index];
if (sample['supplier'] === '') { // empty supplier fields
sample['supplier'] = 'unknown';
}
if (sample['materialname'] === '') { // empty name fields
sample['materialname'] = sample['material'];
}
sample['materialname'] = trim(sample['materialname']);
if (materials.hasOwnProperty(sample['materialname'])) { // material already found at least once
if (sample['materialnumber'] !== '') { // material number given
if (materials[sample['materialname']].numbers.length === 0 || !materials[sample['materialname']].numbers.find(e => e.number === stripSpaces(sample['materialnumber']))) { // new material number
if (materials[sample['materialname']].numbers.find(e => e.color === sample['color'] && e.number === '')) { // color already in list, only number missing
materials[sample['materialname']].numbers.find(e => e.color === sample['color'] && e.number === '').number = stripSpaces(sample['materialnumber']);
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}
else { // completely new number entry
materials[sample['materialname']].numbers.push({color: trim(sample['color']), number: stripSpaces(sample['materialnumber'])});
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}
}
}
else if (sample['color'] !== '') { // color given
if (!materials[sample['materialname']].numbers.find(e => e.color === stripSpaces(sample['color']))) { // new material color
materials[sample['materialname']].numbers.push({color: trim(sample['color']), number: ''});
}
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}
}
else { // new material
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console.info(`MATERIAL LOAD ${index}/${data.length} ${sample['materialname']}`);
materials[sample['materialname']] = {
name: trim(sample['materialname']),
supplier: trim(sample['supplier']),
group: trim(sample['material'])
};
materials[sample['materialname']].numbers = await numbersFetch(sample);
// material properties
materials[sample['materialname']].properties = {material_template: materialTemplate};
let tmp = /M(\d+)/.exec(sample['reinforcingmaterial']);
materials[sample['materialname']].properties.mineral = tmp ? tmp[1] : 0;
tmp = /GF(\d+)/.exec(sample['reinforcingmaterial']);
materials[sample['materialname']].properties.glass_fiber = tmp ? tmp[1] : 0;
tmp = /CF(\d+)/.exec(sample['reinforcingmaterial']);
materials[sample['materialname']].properties.carbon_fiber = tmp ? tmp[1] : 0;
}
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}
// Fill numberToColor array
Object.keys(materials).forEach(mKey => {
materials[mKey].numbers.forEach(number => {
if (number.number && number.color) {
numberToColor[number.number] = number.color;
}
})
});
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}
async function saveMaterials() {
const mKeys = Object.keys(materials)
for (let i in mKeys) {
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console.info(`MATERIAL SAVE ${i}/${mKeys.length}`);
const material = _.cloneDeep(materials[mKeys[i]]);
material.numbers = material.numbers.map(e => e.number).filter(e => e !== '').map(e => e.replace(/ /g, ''));
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await axios({
method: 'post',
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url: host + '/material/new',
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auth: {
username: 'admin',
password: 'Abc123!#'
},
data: material
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}).catch(err => {
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if (err.response.data.status && err.response.data.status !== 'Material name already taken') {
console.info(material);
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console.error(err.response.data);
errors.push(`Upload for ${JSON.stringify(material)} failed: ${JSON.stringify(err.response.data)}`)
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}
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});
}
console.info('saved all materials');
}
async function numbersFetch(sample) {
let nm = [];
let res = [];
if (sample['materialnumber']) { // sample has a material number
nm = normMaster[stripSpaces(sample['materialnumber'])]? [normMaster[stripSpaces(sample['materialnumber'])]] : [];
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}
else { // try finding via material name
nm = Object.keys(normMaster).filter(e => normMaster[e].nameSpaceless === stripSpaces(sample['materialnumber'])).map(e => normMaster[e]);
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}
if (nm.length > 0) {
for (let i in nm) {
if (!fs.readdirSync(nmDocs).find(e => e.indexOf(nm[i].doc.replace(/ /g, '_')) >= 0)) { // document not loaded
await getNormMasterDoc(nm[i].url.replace(/ /g, '%20'));
}
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// if (!fs.readdirSync(nmDocs).find(e => e.indexOf(nm[i].doc.replace(/ /g, '_')) >= 0)) { // document not loaded
// console.info('Retrying download...');
// await getNormMasterDoc(nm[i].url.replace(/ /g, '%20'), 2.2);
// }
// if (!fs.readdirSync(nmDocs).find(e => e.indexOf(nm[i].doc.replace(/ /g, '_')) >= 0)) { // document not loaded
// console.info('Retrying download again...');
// await getNormMasterDoc(nm[i].url.replace(/ /g, '%20'), 5);
// }
if (fs.readdirSync(nmDocs).find(e => e.indexOf(nm[i].doc.replace(/ /g, '_')) >= 0)) { // document loaded
res = await readPdf(fs.readdirSync(nmDocs).find(e => e.indexOf(nm[i].doc.replace(/ /g, '_')) >= 0));
}
if (res.length > 0) { // no results
break;
}
else if (i + 1 >= nm.length) {
errors.push(`Download of ${nm[i].url.replace(/ /g, '%20')} for material number ${sample['materialnumber']} failed`);
errors.push(nm[i].doc.replace(/ /g, '_'));
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}
}
}
if (res.length === 0) { // no results
if (sample['color'] !== '' || sample['materialnumber'] !== '') { // information in data available
return [{color: trim(sample['color']), number: sample['materialnumber']}];
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}
else {
return [];
}
}
else {
if (!res.find(e => e.number === sample['materialnumber'])) { // sometimes norm master does not include sample number even if listed
res.push({color: trim(sample['color']), number: sample['materialnumber']});
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}
return res;
}
}
async function getNormMaster(fetchAgain = false) {
if (fetchAgain) {
console.info('fetching norm master...');
const res = await axios({
method: 'get',
url: 'http://rb-normen.bosch.com/cgi-bin/searchRBNorm4TradeName'
});
console.info('finding documents...');
let match;
// const regex = /<tr>.*?<td>.*?<\/span>(.*?)<\/td><td>(\d+)<\/td>.*?<a href="(.*?)"/gm;
const regex = /<tr>.*?<td>.*?<\/span>(.*?)<\/td><td>(\d+)<\/td><td>40.*?<a href="(.*?)".*?<\/a>(.*?)<\/td>/gm; // only valid materials
do {
match = regex.exec(res.data);
if (match) {
normMaster[match[2]] = {name: match[1], nameSpaceless: stripSpaces(match[1]), number: match[2], url: match[3], doc: match[4]};
}
} while (match);
fs.writeFileSync('./data_import/normMaster.json', JSON.stringify(normMaster));
}
else {
normMaster = JSON.parse(fs.readFileSync('./data_import/normMaster.json'), 'utf-8');
}
}
function getNormMasterDoc(url, timing = 1) {
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console.info(url);
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return new Promise(async resolve => {
const options = new chrome.Options();
options.setUserPreferences({
"download.default_directory": nmDocs,
"download.prompt_for_download": false,
"download.directory_upgrade": true,
"plugins.always_open_pdf_externally": true
});
let driver = await new Builder().forBrowser('chrome').setChromeOptions(options).build();
let timeout = 7000 * timing;
try {
await driver.get(url);
if (await driver.getCurrentUrl() !== 'https://rb-wam-saml.bosch.com/tfim/sps/normmaster/saml20/login') { // got document selection page
timeout = 11000 * timing;
await driver.executeScript('Array.prototype.slice.call(document.querySelectorAll(\'.functionlink\')).filter(e => e.innerText === \'English\')[0].click()').catch(() => {timeout = 0; });
}
}
finally {
setTimeout(async () => { // wait until download is finished
await driver.quit();
resolve();
}, timeout);
}
});
}
function readPdf(file) {
return new Promise(async resolve => {
const countdown = 100; // value for text timeout
let table = 0; // > 0 when in correct table area
let rows = []; // found table rows
let lastY = 0; // y of last row
let lastX = 0; // right x of last item
let lastText = ''; // text of last item
let lastLastText = ''; // text of last last item
await new pdfReader.PdfReader().parseFileItems(nmDocs + '\\' + file, (err, item) => {
if (item && item.text) {
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if ((stripSpaces(lastLastText + lastText + item.text).toLowerCase().indexOf('colordesignationsuppl') >= 0) || (stripSpaces(lastLastText + lastText + item.text).toLowerCase().indexOf('colordesignatiomsuppl') >= 0)) { // table area starts
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table = countdown;
}
if (table > 0) {
// console.log(item);
// console.log(item.y - lastY);
// console.log(item.text);
if (item.y - lastY > 0.8 && Math.abs(item.x - lastX) > 5) { // new row
lastY = item.y;
rows.push(item.text);
}
else { // still the same row row
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rows[rows.length - 1] += (item.x - lastX > 1.09 ? '$' : '') + item.text; // push to row, detect if still same cell
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}
lastX = (item.w * 0.055) + item.x;
if (/\d \d\d\d \d\d\d \d\d\d/.test(item.text)) {
table = countdown;
}
table --;
if (table <= 0 || item.text.toLowerCase().indexOf('release document') >= 0 || item.text.toLowerCase().indexOf('normative references') >= 0) { // table area ended
table = -1;
// console.log(rows);
rows = rows.filter(e => /^\d{10}/m.test(stripSpaces(e))); // filter non-table rows
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resolve(rows.map(e => {return {color: trim(e.split('$')[3]), number: stripSpaces(e.split('$')[0])}; }));
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}
}
lastLastText = lastText;
lastText = item.text;
}
if (!item && table !== -1) { // document ended
rows = rows.filter(e => /^\d{10}/m.test(stripSpaces(e))); // filter non-table rows
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resolve(rows.map(e => {return {color: trim(e.split('$')[3]), number: stripSpaces(e.split('$')[0])}; }));
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}
});
});
}
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function sampleDeviceMap() {
const dpts = fs.readdirSync(dptFiles);
const regex = /(.*?)_(.*?)_(\d+|[^_]+_\d+).DPT/;
for (let i in dpts) {
const regexRes = regex.exec(dpts[i])
if (regexRes) { // found matching sample
sampleDevices[regexRes[2]] = regexRes[1] === 'plastics' ? 'rng01' : regexRes[1].toLowerCase();
}
}
}
function customFields (comment, sampleNumber) {
const customFields = [
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{docKey: 'Versuchsreihe', dbKey: 'test series', regex: /Versuchsreihe (\d+),/, category: 'customField'},
{docKey: 'Stillstand', dbKey: 'idle', regex: /Stillstand (\d+ min):/, category: 'customField'},
{docKey: 'Serienzyklus', dbKey: 'cycle', regex: /(\d+.) Serienzyklus (\(.*?\))/, category: 'customField'},
{docKey: 'Berstdruck', dbKey: 'bursting pressure', regex: /Berstdruck: (.*?bar);/, category: 'customField'},
{docKey: 'gemessen am', dbKey: 'measured at', regex: /gemessen am (.*20\d\d)/, category: 'customField'},
{docKey: 'used for', dbKey: 'used for', regex: /used for (.*)/, category: 'customField'},
{docKey: 'Stabilized', dbKey: 'stabilized', regex: /Stabilized, (.*)/, category: 'customField'},
{docKey: 'parts from field', dbKey: 'parts from field', regex: null, category: 'customField'},
{docKey: 'side', dbKey: 'side', regex: /(\S*?) side/, category: 'customField'},
{docKey: 'Creep test', dbKey: 'creep test', regex: null, category: 'customField'},
{docKey: 'Variante', dbKey: 'variant', regex: /(.*)/, category: 'customField'},
{docKey: 'Parameter', dbKey: 'parameter', regex: /Parameter (\d)/, category: 'customField'},
{docKey: 'days without cooling', dbKey: 'days without cooling', regex: /(\d+) days without cooling/, category: 'customField'},
{docKey: 'Zyklus', dbKey: 'cycle', regex: /Zyklus (\d+ s)/, category: 'customField'},
{docKey: 'fast cure', dbKey: 'fast cure', regex: null, category: 'customField'},
{docKey: 'Stoff gesperrt', dbKey: 'material blocked', regex: null, category: 'customField'},
{docKey: 'anwendungsbeschränkt', dbKey: 'limited application', regex: null, category: 'customField'},
{docKey: 'für Neuanwendungen gesperrt', dbKey: 'blocked for new applications', regex: null, category: 'customField'},
{docKey: 'V', dbKey: 'test', regex: /V(\d+-\d+);/, category: 'customField'},
{docKey: 'Twz', dbKey: 'twz', regex: /Twz \(°C\): (\d+);/, category: 'customField'},
{docKey: 'Pnach', dbKey: 'pressure after', regex: /Pnach \(bar\): (\d+);/, category: 'customField'},
{docKey: 'Vein', dbKey: 'volume in', regex: /Vein \(ccm\/s\): (\d+)/, category: 'customField'},
{docKey: 'low emission', dbKey: 'low emission', regex: /low emission (\S+)[;]?/, category: 'customField'},
{docKey: 'aus', dbKey: 'from', regex: /aus (.*)/, category: 'customField'},
{docKey: 'Erprobung', dbKey: 'trial', regex: /Erprobung (.*?);/, category: 'customField'},
{docKey: 'Auftragsnummer', dbKey: 'job number', regex: /Auftragsnummer: (\S+)[;]?/, category: 'customField'},
{docKey: 'Wärmealterung', dbKey: 'heat aging', regex: /Wärmealterung: (.*)/, category: 'customField'},
{docKey: 'A: Wandung außen / I: Wandung innen / S: Wandung Steg', dbKey: 'outer wall', regex: /Steg.*?A: (\d+)/, category: 'customField'},
{docKey: 'A: Wandung außen / I: Wandung innen / S: Wandung Steg', dbKey: 'inner wall', regex: /Steg.*?I: (\d+)/, category: 'customField'},
{docKey: 'A: Wandung außen / I: Wandung innen / S: Wandung Steg', dbKey: 'support wall', regex: /Steg.*?S: (\d+)/, category: 'customField'},
{docKey: 'A: Wandung außen / I: Wandung innen / S: Wandung Steg', dbKey: 'outer wall degraded', regex: /Degradation:.*?A: (\d+)/, category: 'customField'},
{docKey: 'A: Wandung außen / I: Wandung innen / S: Wandung Steg', dbKey: 'inner wall degraded', regex: /Degradation:.*?I: (\d+)/, category: 'customField'},
{docKey: 'A: Wandung außen / I: Wandung innen / S: Wandung Steg', dbKey: 'support wall degraded', regex: /Degradation:.*?S: (\d+)/, category: 'customField'},
{docKey: 'Reines Polymer', dbKey: 'pure polymer', regex: null, category: 'customField'},
{docKey: 'Rücksendung erforderlich', dbKey: 'return needed', regex: /(.*?,) Rücksendung erforderlich, (.*)/, category: 'customField'},
{docKey: 'Prio', dbKey: 'priority', regex: /Prio (\d+)/, category: 'customField'},
{docKey: 'beanstandet', dbKey: 'faulty', regex: null, category: 'customField'},
{docKey: 'aged', dbKey: 'aged', regex: /aged: (.*)/, category: 'customField'},
{docKey: 'DOPPELT!!', dbKey: 'double', regex: null, category: 'customField'},
{docKey: 'Bauteil', dbKey: 'construction part', regex: /Bauteil (\S+)/, category: 'customField'},
{docKey: 'T =', dbKey: 'temperature', regex: /T = (\S+)/, category: 'customField'},
{docKey: 'nicht vorgealtert', dbKey: 'not preaged', regex: /nicht vorgealtert (.*)/, category: 'customField'},
{docKey: 'TS119', dbKey: 'TS119', regex: /TS119 (W\S+);/, category: 'customField'},
{docKey: 'GF vom Datenblatt', dbKey: 'glass fibre from data sheet', regex: null, category: 'customField'},
{docKey: 'nach Datensatz', dbKey: 'according to dataset', regex: null, category: 'customField'},
{docKey: 'Dosiergeschw', dbKey: 'metering speed', regex: /Dosiergeschw.*? (.*?min)/, category: 'customField'},
{docKey: 'Einspritzgeschw', dbKey: 'injection speed', regex: /Einspritzgeschw.*? (.*\/s)/, category: 'customField'},
{docKey: 'Heizbänder', dbKey: 'heating lines', regex: /Heizbänder (.*)/, category: 'customField'},
{docKey: 'Verweilzeit', dbKey: 'dwell time', regex: /Verweilzeit (.*?min)/, category: 'customField'},
{docKey: 'Probe', dbKey: 'belongs to', regex: /Probe (\S*\d+)/, category: 'reference'},
{docKey: 'zu', dbKey: 'belongs to', regex: /zu (\S*\d+)/, category: 'reference'},
{docKey: 'granulate zu', dbKey: 'granulate to', regex: /granulate zu.* (\S*\d+)/, category: 'reference'},
{docKey: 'construction part', dbKey: 'construction part', regex: /(?<!granulate)construction part.* (\S*\d+)/, category: 'reference'},
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{docKey: 'VZ =', dbKey: 'vn', regex: /VZ = (\d+) cm³\/g/, category: 'vn'},
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{docKey: 'VWZ', dbKey: 'vwz', regex: /(\d+ min) VWZ \//, category: 'customField'},
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{docKey: 'VZ:', dbKey: 'vn', regex: /VZ: ([0-9.,]+) mL\/g[;]?/, category: 'vn'}
];
const res = {}; // returned result
const usedParts = []; // all substrings used for custom fields, subtract at the end, as some parts are used multiple times
customFields.forEach(cField => {
if (comment.indexOf(cField.docKey) >= 0) { // comment contains docKey
if (cField.regex !== null) {
const regexRes = cField.regex.exec(comment);
if (regexRes) {
usedParts.push(regexRes[0]);
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if (cField.category === 'reference') {
sampleReferences.push({sample: sampleNumber, referencedSample: regexRes[1], relation: cField.dbKey});
}
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else if (cField.category === 'vn') {
vnValues[sampleNumber] = regexRes[1];
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}
else {
res[cField.dbKey] = regexRes.filter((e, i) => i > 0).join(' ');
}
}
}
else {
usedParts.push(cField.docKey);
res[cField.dbKey] = true;
}
}
});
usedParts.forEach(part => {
const index = comment.indexOf(part);
if (index >= 0) {
comment = comment.slice(0, index) + comment.slice(index + part.length);
}
});
if (/\w+/.test(comment)) {
res.xRest = comment;
}
return res;
}
function sampleType (type) {
type = stripSpaces(type).toLowerCase();
const allowedTypes = {'tension rod': 'tension rod', 'Zugstab': 'tension rod', 'part': 'part', 'granulate': 'granulate'};
if (!allowedTypes[type]) {
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typeLog.push(type);
}
return allowedTypes[type] ? allowedTypes[type] : 'part';
}
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function stripSpaces(s) {
return s ? s.replace(/ /g,'') : '';
}
function trim(s) {
return s.replace(/(^\s+|\s+$)/gm, '');
}