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process.js
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const os = require('os');
const path = require('path');
const fs = require("pn/fs");
const child_process = require('child_process');
const R = require("r-script");
const jsdom = require('jsdom');
const cpusAvailable = os.cpus().length - 1;
const SHORT_JOB_LENGTH = 180;
const LONG_JOB_LENGTH = 300;
const ipAddress = process.argv[2] ? process.argv[2] : "localhost";
const processID = process.argv[3] ? process.argv[3] : "123456";
const jobID = process.argv[4] ? process.argv[4] : "654321";
const jobType = process.argv[5] ? process.argv[5] : "short";
const local = process.argv[6] ? process.argv[6] : false;
const maxCurrentProcessDbs = local ? 1 : 14;
const FIRST_DB_COMPLETED = 'P_FirstDbCompleted';
const JOB_COMPLETED = 'P_JobCompleted';
const JOB_TYPES = {
R: 'rJobs',
MAIN: 'mainJobs',
PCA: 'pcaJobs',
K: 'kJobs'
}
let $;
let socket;
let obj;
let startTime = new Date();
let fileCount = 0;
let filesCompleted = 0;
let jobName = "test"
let dbDir = "r_scenarios"
let databases = [];
let dataDir = "jobs" + path.sep + "test" + path.sep;
let processing = [];
let processingInfo = [];
let processExiting = false;
let serverExit = false;
let rSetup = false;
let pythonSetup = false;
function setupEnvR() {
if (!rSetup && !local) {
process.env.PATH = '/share/apps/R/3.3.3//bin:' + (process.env.PATH == undefined ? '' : process.env.PATH);
process.env.MANPATH = '/share/apps/R/3.3.3//share/man:' + (process.env.MANPATH == undefined ? '' : process.env.MANPATH);
process.env.LD_LIBRARY_PATH = '/share/apps/R/3.3.3//lib:' +
'/share/apps/R/3.3.3//lib64/R/lib:/share/apps/libxml2/2.9.4/lib:' +
(process.env.LD_LIBRARY_PATH == undefined ? '' : process.env.LD_LIBRARY_PATH) +
':/share/apps/R/3.3.3//lib64/R/lib/' + ':/share/apps/R/3.3.3//lib64/R/library/rJava/jri/' +
':/share/apps/R/3.3.3//lib64/R/library/rJava/libs/';
rSetup = true;
}
return;
}
function setupEnvPython() {
if (!pythonSetup && !local) {
process.env.PYTHONHOME = '/share/apps/python/anaconda2.7';
process.env.HDF5_DISABLE_VERSION_CHECK = 2;
process.env.PATH = '/share/apps/python/anaconda2.7/bin:' + (process.env.PATH == undefined ? '' : process.env.PATH);
process.env.MANPATH = '/share/apps/python/anaconda2.7/man:' + (process.env.MANPATH == undefined ? '' : process.env.MANPATH);
process.env.LD_LIBRARY_PATH = (process.env.LD_LIBRARY_PATH == undefined ? '' : process.env.LD_LIBRARY_PATH) +
':/usr/lib64/:/share/apps/python/anaconda2.7/lib';
pythonSetup = true;
}
return;
}
jsdom.env({
html: '',
features: { QuerySelector: true }, //you need query selector for D3 to work
done: function (err, window) {
if (err) {
echoError(err);
return;
}
$ = require("jquery")(window);
socket = require('socket.io-client')(
'http://' + ipAddress + ':3081',
{
query: {
jobID: jobID,
processID: processID,
jobLength: jobType == "short" ? SHORT_JOB_LENGTH : LONG_JOB_LENGTH,
jobType: jobType
}
}
);
echo(cpusAvailable + ', ' + ipAddress + ' ' + processID + ' ' + jobID + ' ' + jobType);
socket
.on('connect', () => {
echo('Process got connect!');
})
.on('S_DataDirectory', directory => dataDir = directory)
.on('S_ProcessDatabase', (dbDir, dataDir, database, jobsScheduled, firstScenario, sampleQuery, queryFile) => {
// echo(dbDir, dataDir, database, jobsScheduled, firstScenario);
// echo('S_ProcessDatabase: ' + database);
processing.push('S_ProcessDatabase');
processingInfo.push({ type: JOB_TYPES.R, value: database });
if (!dbDir || !dataDir || !database) {
echo("Missing params");
process.exit();
}
if (firstScenario) {
startTime = new Date();
filesCompleted = 0;
echo('S_ProcessDatabase First Job: ' + database);
}
else if (jobsScheduled > 0 && processing.length < maxCurrentProcessDbs) {
setTimeout(() => {
// echo('timeout: P_GetJob');
socket.emit('P_GetJob', processing);
}, 8000);
}
echo('S_ProcessDatabase Start Job: ' + database);
processDatabase(dbDir, dataDir, database, jobsScheduled, firstScenario, sampleQuery, queryFile);
})
.on('S_Agglo', (dataDir) => {
processing.push('S_Agglo');
processingInfo.push({ type: JOB_TYPES.MAIN, value: 'S_Agglo' });
aggloCluster(dataDir);
})
.on('S_Extent', (dataDir) => {
processing.push('S_Extent');
processingInfo.push({ type: JOB_TYPES.MAIN, value: 'S_Extent' });
extent(dataDir);
})
.on('S_KMeans_SV', (dataDir) => {
processing.push('S_KMeans_SV');
processingInfo.push({ type: JOB_TYPES.MAIN, value: 'S_KMeans_SV' });
kmeans(dataDir, path.sep, 'ScenarioVectors');
})
.on('S_PCA_SV', (dataDir) => {
processing.push('S_PCA_SV');
processingInfo.push({ type: JOB_TYPES.MAIN, value: 'S_PCA_SV' });
pca(dataDir, path.sep, 'ScenarioVectors');
})
.on('S_KMeans', (dataDir, query, kJobsScheduled, pcaJobsScheduled) => {
processing.push('S_KMeans');
processingInfo.push({ type: JOB_TYPES.K, value: query });
if (processing.length == 1 && pcaJobsScheduled > 0) {
socket.emit('P_GetJob', processing);
}
kmeans(dataDir, query, 'QueryVectors');
})
.on('S_PCA', (dataDir, query, kJobsScheduled, pcaJobsScheduled) => {
processing.push('S_PCA');
processingInfo.push({ type: JOB_TYPES.PCA, value: query });
if (processing.length == 1 && (kJobsScheduled > 0 || pcaJobsScheduled > 0)) {
socket.emit('P_GetJob', processing);
}
pca(dataDir, query, 'QueryVectors');
})
.on('S_Exit', databases => {
echo('exiting!');
serverExit = true;
process.exit();
});
}
});
function echo(message) {
if (socket) {
socket.emit('P_Console', message);
// if (local) {
console.log(message);
// }
}
}
function echoError(message) {
if (socket) {
socket.emit('P_Error', message);
// if (local) {
console.error(message);
// }
}
}
function jobComplete(event, type, value) {
$.each(processingInfo, (index, info) => {
if (info.type == type && info.value == value) {
processingInfo.splice(index, 1);
processing.splice(index, 1);
return false;
}
})
socket.emit(event, type, value, processing);
}
function invalidDatabase(database) {
$.each(processingInfo, (index, info) => {
if (info.value == database) {
processingInfo.splice(index, 1);
processing.splice(index, 1);
return false;
}
})
socket.emit('P_InvalidDb', database);
socket.emit('P_GetJob', processing);
}
function processDatabase(dbDir, dataDir, database, jobsScheduled, firstScenario, sampleQuery, queryFile) {
setupEnvR();
let startProcess = new Date();
const rScript = child_process.spawn(
'Rscript',
[
'spawnDynamicExport.R',
dbDir,
database,
dataDir,
'db_' + database.split('basexdb_')[1],
firstScenario ? firstScenario : false,
sampleQuery,
queryFile
]
)
let error = false;
let errMsg = '';
rScript.stdout.on('data', (data) => {
echo(data.toString());
});
rScript.stderr.on('data', (data) => {
if (data) {
let message = data.toString();
if (
message.indexOf('Scenario Reference does not exist in this project.') == -1 &&
message.indexOf('Loading required package: methods') == -1 &&
message.indexOf('bxerr:BASX0000') == -1 &&
message.indexOf('The command line is too long.') == -1
) {
echoError(message);
}
if (message.toLowerCase().indexOf('error') > -1) {
error = true;
errMsg = message;
}
}
});
rScript.on('close', (code) => {
if (error) {
echoError(errMsg);
echoError('Invalid db: ' + database);
fs.writeFileSync(dataDir + 'Errors' + path.sep + 'Invalid-' + database + '.json', JSON.stringify([errMsg, dbDir, dataDir, database, jobsScheduled, firstScenario, sampleQuery, queryFile]), 'utf8');
invalidDatabase(database);
}
else {
filesCompleted++;
if (firstScenario) {
const Keys = JSON.parse(fs.readFileSync(dataDir + 'Keys.json', 'utf8'));
let paths = [];
$.each(Keys, (query, variableObject) => {
if (variableObject.length !== 0) {
$.each(variableObject, (variable, valueArray) => {
$.each(valueArray, (index, variableValue) => {
paths.push(query + path.sep + variable + path.sep + variableValue + path.sep);
});
});
}
else {
paths.push(query + path.sep);
}
});
fs.writeFileSync(dataDir + 'Paths.json', JSON.stringify(paths), 'utf8');
jobComplete(FIRST_DB_COMPLETED, JOB_TYPES.R, database);
}
else {
jobComplete(JOB_COMPLETED, JOB_TYPES.R, database);
}
echo('S_ProcessDatabase completed in ' + ((new Date()) - startProcess) / 1000 + ' seconds, ' + jobsScheduled + ' remaining');
}
});
}
function extent(dataDir) {
let startNodeP = new Date();
echo('extent start');
const nodeP = child_process.spawn('node', ['Extent.js', dataDir]);
nodeP.on('close', (code) => {
if (processExiting) {
echo(`extent exiting`);
} else if (code !== 0) {
echo(`extent process exited with code ${code}`);
}
else {
echo('extent completed in ' + ((new Date()) - startNodeP) / 60000 + ' minutes');
jobComplete(JOB_COMPLETED, JOB_TYPES.MAIN, processing[0]);
}
});
nodeP.stdout.on('data', (data) => {
});
nodeP.stderr.on('data', (data) => {
// echo(`stderr: ${data}`);
let str = data.toString().split('\n')[0];
echo(`stderr: ${str}`);
});
}
function aggloCluster(dataDir) {
setupEnvPython();
let startPython = new Date();
echo('aggloCluster start');
const python = child_process.spawn('python', ['python' + path.sep + 'agglo_cluster.py', dataDir]);
python.on('close', (code) => {
if (processExiting) {
echo(`aggloCluster exiting`);
} else if (code !== 0) {
echo(`aggloCluster process exited with code ${code}`);
}
else {
echo('aggloCluster completed in ' + ((new Date()) - startPython) / 60000 + ' minutes');
jobComplete(JOB_COMPLETED, JOB_TYPES.MAIN, processing[0]);
}
});
python.stdout.on('data', (data) => {
});
python.stderr.on('data', (data) => {
// echo(`stderr: ${data}`);
let str = data.toString().split('\n')[0];
echo(`stderr: ${str}`);
});
}
function kmeans(dataDir, query, dataType) {
setupEnvPython();
let startPython = new Date();
if (query == path.sep) {
echo('kmeans start: ' + query + ', ' + dataType);
}
let args = ['python' + path.sep + 'mini_kmeans.py', dataDir, query, dataType];
const python = child_process.spawn('python', args);
python.on('close', (code) => {
if (processExiting) {
echo(`kmeans exiting`);
} else if (code !== 0) {
echo(`kmeans process exited with code ${code}`);
}
else {
let type = JOB_TYPES.K;
let value = query;
if (query == path.sep) {
type = JOB_TYPES.MAIN;
value = processing[0];
echo('S_KMeans_SV completed in ' + ((new Date()) - startPython) / 60000 + ' minutes');
}
jobComplete(JOB_COMPLETED, type, value);
}
});
python.stdout.on('data', (data) => {
});
python.stderr.on('data', (data) => {
// echo(`stderr: ${data}`);
let str = data.toString().split('\n')[0];
echo(`stderr: ${str}`);
});
}
function pca(dataDir, query, dataType) {
setupEnvPython();
let startPython = new Date();
if (query == path.sep) {
echo('pca start: ' + query + ', ' + dataType);
}
let args = ['python' + path.sep + 'pca.py', dataDir, query, dataType];
const python = child_process.spawn('python', args);
python.on('close', (code) => {
if (processExiting) {
echo(`pca exiting`);
} else if (code !== 0) {
echo(`pca process exited with code ${code}`);
}
else {
let type = JOB_TYPES.PCA;
let value = query;
if (query == path.sep) {
type = JOB_TYPES.MAIN;
value = processing[0];
echo('S_PCA_SV completed in ' + ((new Date()) - startPython) / 60000 + ' minutes');
}
jobComplete(JOB_COMPLETED, type, value);
}
});
python.stdout.on('data', (data) => {
});
python.stderr.on('data', (data) => {
// echo(`stderr: ${data}`);
let str = data.toString().split('\n')[0];
echo(`stderr: ${str}`);
});
}
function exitHandler(options, err) {
echo('exitHandler - options: ' + JSON.stringify(options) + ', error: ' + JSON.stringify(err));
if (options.cleanup && !serverExit) {
processExiting = true;
fs.writeFileSync(dataDir + 'Errors' + path.sep + processID + '_' + jobID + '-Exit.json', JSON.stringify([err, processing, processingInfo]), 'utf8');
if (processingInfo.length > 0) {
socket.emit('P_Exit', processing, processingInfo);
processing = [];
processingInfo = [];
}
echo('clean');
// Necessary to keep socket open to send exit information.
setTimeout(() => {
if (err) console.log(err.stack);
if (options.exit) process.exit();
}, 1000);
}
else {
if (err) console.log(err.stack);
if (options.exit) process.exit();
}
}
//do something when app is closing
process.on('exit', exitHandler.bind(null, { exiting: true }));
//catches ctrl+c event
process.on('SIGINT', exitHandler.bind(null, { exit: true, cleanup: true }));
//catches uncaught exceptions
process.on('uncaughtException', exitHandler.bind(null, { exit: true, cleanup: true }));