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server.js
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server.js
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const { v4: uuidv4 } = require('uuid');
var express = require("express"),
cors = require("cors"),
Busboy = require("busboy"),
fs = require("fs"),
inspect = require("util").inspect;
// bodyParser = require('body-parser');
const { spawn } = require('child_process');
var app = express();
// app.use( bodyParser.json({limit: '50mb'}) );
// app.use(bodyParser.urlencoded({
// limit: '50mb',
// extended: true,
// parameterLimit:50000
// }));
app.use(express.json());
app.use(express.urlencoded({extended: false}));
app.use(cors({
origin: 'https://ainize.ai',
}));
var repo_dir = '.';
const conll_shorthands = ['af_afribooms', 'ar_padt', 'bg_btb', 'bxr_bdt', 'ca_ancora', 'cs_cac', 'cs_fictree', 'cs_pdt', 'cu_proiel', 'da_ddt', 'de_gsd', 'el_gdt', 'en_ewt', 'en_gum', 'en_lines', 'es_ancora', 'et_edt', 'eu_bdt', 'fa_seraji', 'fi_ftb', 'fi_tdt', 'fr_gsd', 'fro_srcmf', 'fr_sequoia', 'fr_spoken', 'ga_idt', 'gl_ctg', 'gl_treegal', 'got_proiel', 'grc_perseus', 'grc_proiel', 'he_htb', 'hi_hdtb', 'hr_set', 'hsb_ufal', 'hu_szeged', 'hy_armtdp', 'id_gsd', 'it_isdt', 'it_postwita', 'ja_gsd', 'kk_ktb', 'kmr_mg', 'ko_gsd', 'ko_kaist', 'la_ittb', 'la_perseus', 'la_proiel', 'lv_lvtb', 'nl_alpino', 'nl_lassysmall', 'no_bokmaal', 'no_nynorsklia', 'no_nynorsk', 'pl_lfg', 'pl_sz', 'pt_bosque', 'ro_rrt', 'ru_syntagrus', 'ru_taiga', 'sk_snk', 'sl_ssj', 'sl_sst', 'sme_giella', 'sr_set', 'sv_lines', 'sv_talbanken', 'tr_imst', 'ug_udt', 'uk_iu', 'ur_udtb', 'vi_vtb', 'zh_gsd']
//return (호출한 알고리즘)
function busboyFunc(req, res) {
return new Promise((resolve, reject) => {
let fileuploaded = true;
var busboy = new Busboy({ headers: req.headers });
let kind = undefined;
uuid4 = uuidv4();
busboy.on("file", function(fieldname, file, filename, encoding, mimetype) {
if (filename === "") {
fileuploaded = false;
}
file.pipe(fs.createWriteStream(__dirname + '/input_' + uuid4 + '.txt'));
});
busboy.on("field", function(fieldname, val, fieldnameTruncated, valTruncated, encoding, mimetype) {
if(val === 'undefined')
fileuploaded = false;
kind = inspect(val).substring(1, inspect(val).length - 1);
console.log(val, kind)
});
busboy.on("finish", function() {
if (!fileuploaded) {
res.writeHead(400);
res.end();
return;
}
console.log("before resolve");
resolve([uuid4, kind]);
});
req.pipe(busboy);
}).then(function(data){
uuid = data[0]
kind = data[1]
console.log("then " + uuid4);
return [__dirname + '/input_' + uuid4 + '.txt', kind]
})
}
app.post('/analyze', async (req, res) => {
console.log('post /analyze')
let is_form = false;
const sentences = req.body.sentences
if(sentences === undefined)
is_form = true;
console.log(sentences, is_form)
let model_version, input_txt_path, ret;
if(!is_form)
model_version = req.body.model_version
else{
[input_txt_path, model_version] = await busboyFunc(req, res)
console.log(input_txt_path)
console.log(model_version)
}
const splits = model_version.split('_')
if(splits.length != 3 && !((splits[0] + '_' + splits[1]) in conll_shorthands)){
console.log('ERROR : input \'_\' split length = ' + splits.length + ' or not valid format')
// TODO: res error handling
res.end()
return;
}
const model = splits[0] + '_' + splits[1]
ret = is_form ? await runPythonTXT(input_txt_path, model) : await runPython(sentences, model)
try {
res.json(ret);
} catch (error) {
console.log(error);
res.writeHead(400);
res.end();
}
})
app.listen(80, () => {
console.log("server connect");
});
const isJson = (str) => {
try {
JSON.parse(str);
} catch (e) {
return false;
}
return true;
};
runPythonTXT = (input, model) => {
return new Promise((resolve, reject) => {
let size = 0;
console.log(input)
const stats = fs.statSync(input)
console.log(stats['size'])
if(stats['size'] > 10000) {
reject(`${stats.size} too much size text file`)
return;
}
console.log('after')
let ret = ''
let config = [
repo_dir + "/pipeline_demo.py",
"--model", model,
"--path", input,
]
const pyProg = spawn('python', config)
pyProg.stderr.on('data', (data) => {
console.log("runpython return error : " + data.toString())
resolve(data.toString())
})
pyProg.stdout.on('data', (data) =>
ret += data
)
pyProg.on('exit', (code) =>{
console.log('exit code : ' + code)
if(isJson(ret))
resolve(JSON.parse(ret))
else resolve('')
})
}).catch((err) => {
return err
});
};
runPython = (input, model) => {
return new Promise((resolve, reject) => {
let ret = ''
let config = [
repo_dir + "/pipeline_demo.py",
"--model", model,
"--input", input,
]
const pyProg = spawn('python', config)
pyProg.stderr.on('data', (data) => {
console.log("runpython return error : " + data.toString())
resolve('err')
})
pyProg.stdout.on('data', (data) =>
ret += data
)
pyProg.on('exit', (code) =>{
console.log('exit code : ' + code)
if(isJson(ret))
resolve(JSON.parse(ret))
else resolve('')
})
})
};