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init.js
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init.js
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export default function (server) {
server.route({
path: '/api/panorama/get/wf_ids',
method: 'GET',
async handler(request, reply) {
const {callWithRequest} = server.plugins.elasticsearch.getCluster('data');
const response = await callWithRequest(request, 'search', {
index: 'panorama_stampede',
size: 100,
body: {
query: {
bool: {
must: {
term: {
'event': 'stampede.wf.plan'
}
}
}
},
sort: {"@timestamp": "desc"}
}
});
let data = {'workflows': []};
for (let i = 0, len = response.hits.hits.length; i < len; i++) {
let res = response.hits.hits[i];
let has_wf = false;
let wf_id = res._source['root_xwf_id'];
for (let j = 0, len = data.workflows.length; j < len; j++) {
if (data.workflows[j].id === wf_id) {
has_wf = true;
break;
}
}
if (!has_wf) {
data.workflows.push({
id: wf_id,
label: res._source['dax_label'],
start: new Date(res._source['ts'] * 1000).toLocaleString()
});
}
}
return data;
}
});
server.route({
path: '/api/panorama/get/wf/{wf_label}/{wf_id}',
method: 'GET',
async handler(request, reply) {
const {callWithRequest} = server.plugins.elasticsearch.getCluster('data');
const response = await callWithRequest(request, 'search', {
index: 'panorama_stampede',
size: 1000,
body: {
query: {
bool: {
should: [
{match: {'xwf.id': request.params.wf_id}},
{match: {'event': 'stampede.job.edge'}},
{match: {'event': 'stampede.job.info'}},
{match: {'xwf_id': request.params.wf_id}},
{match: {'event': 'stampede.job_inst.main.start'}},
{match: {'event': 'stampede.inv.end'}},
{match: {'event': 'stampede.job_inst.submit.end'}},
{match: {'event': 'stampede.xwf.start'}},
{match: {'event': 'stampede.xwf.end'}}
],
minimum_should_match: 2,
boost: 1.0
}
},
sort: {"@timestamp": "asc"}
}
});
let data = {
wf_id: request.params.wf_id,
wf_label: request.params.wf_label,
start: 0,
start_ts: 0,
end: 0,
end_ts: 0,
makespan: 0,
status: 'Running',
status_color: 'green',
jobs: []
};
let res = response.hits.hits;
let end = 0;
for (let i = 0, len = res.length; i < len; i++) {
if (res[i]._source['event'] === 'stampede.xwf.start') {
data.start_ts = res[i]._source['ts'];
data.start = new Date(data.start_ts * 1000).toLocaleString();
data.status = 'Running';
data.status_color = 'green';
data.reason = '';
data.end = 0;
} else if (res[i]._source['event'] === 'stampede.xwf.end') {
end = res[i]._source['ts'];
data.makespan = (parseInt(end) - parseInt(data.start_ts)).toLocaleString(undefined);
data.end = new Date(end * 1000).toLocaleString();
data.end_ts = end;
if (res[i]._source['status'] === 0) {
data.status = 'Completed';
data.status_color = 'blue';
} else if (res[i]._source['status'] === -1 || res[i]._source['status'] > 0) {
data.status = 'Failed';
data.status_color = 'red';
if (res[i]._source['reason']) {
data.reason = res[i]._source['reason'];
}
}
} else if (res[i]._source['event'] === 'stampede.job.info') {
let job_id = res[i]._source['job.id'];
let job = null;
for (let j = 0, len = data.jobs.length; j < len; j++) {
if (data.jobs[j].job_id === job_id) {
job = data.jobs[j];
break;
}
}
if (!job) {
job = {job_id: job_id, status: 0, parents: [], children: []};
data.jobs.push(job);
}
job.type = res[i]._source['type_desc'];
} else if (res[i]._source['event'] === 'stampede.job.edge') {
let parent = res[i]._source['parent.job.id'];
let child = res[i]._source['child.job.id'];
let parentNotSet = true;
let childNotSet = true;
for (let j = 0, len = data.jobs.length; j < len; j++) {
if (data.jobs[j].job_id === parent) {
data.jobs[j].children.push(child);
parentNotSet = false;
} else if (data.jobs[j].job_id === child) {
data.jobs[j].parents.push(parent);
childNotSet = false;
}
}
if (parentNotSet) {
data.jobs.push({
job_id: parent,
status: 0,
parents: [],
children: [child]
});
}
if (childNotSet) {
data.jobs.push({
job_id: child,
status: 0,
parents: [parent],
children: []
});
}
} else if (res[i]._source['event'] === 'stampede.job_inst.main.start') {
let job_id = res[i]._source['job_id'];
let sched_id = res[i]._source['sched_id'];
let job = null;
for (let j = 0, len = data.jobs.length; j < len; j++) {
if (data.jobs[j].job_id === job_id) {
job = data.jobs[j];
break;
}
}
if (!job) {
job = {job_id: job_id, status: 2, parents: [], children: []};
data.jobs.push(job);
} else if (job.status < 2) {
job.status = 2;
}
job.sched_id = sched_id;
} else if (res[i]._source['event'] === 'stampede.inv.end') {
let job_id = res[i]._source['job_id'];
let job = null;
for (let j = 0, len = data.jobs.length; j < len; j++) {
if (data.jobs[j].job_id === job_id) {
job = data.jobs[j];
break;
}
}
if (!job) {
job = {'job_id': job_id, parents: [], children: []};
data.jobs.push(job);
}
job.status = 3;
} else if (res[i]._source['event'] === 'stampede.job_inst.submit.end') {
let job_id = res[i]._source['job_id'];
let job = null;
for (let j = 0, len = data.jobs.length; j < len; j++) {
if (data.jobs[j].job_id === job_id) {
job = data.jobs[j];
break;
}
}
if (!job) {
job = {'job_id': job_id, status: 1, parents: [], children: []};
data.jobs.push(job);
} else if (job.status < 1) {
job.status = 1;
}
}
}
return data;
}
});
server.route({
path: '/api/panorama/get/wf/series/{wf_id}/{wf_start}/{bin_size}',
method: 'GET',
async handler(request, reply) {
const {callWithRequest} = server.plugins.elasticsearch.getCluster('data');
const response_kickstart = await callWithRequest(request, 'search', {
index: 'panorama_kickstart',
size: 1000,
body: {
query: {
bool: {
should: [
{match: {'wf_uuid': request.params.wf_id}},
{match: {'event': 'kickstart.inv.online'}}
],
minimum_should_match: 2,
boost: 1.0
}
},
sort: {"@timestamp": "asc"}
}
});
let data = {};
let start_time = request.params.wf_start;
let crchar = 0;
let cwchar = 0;
let prev_iowait = 0;
for (let i = 0, len = response_kickstart.hits.hits.length; i < len; i++) {
let res = response_kickstart.hits.hits[i];
let job_id = res._source['dag_job_id'];
let curr_time = parseInt((res._source['ts'] - start_time) / request.params.bin_size) * request.params.bin_size;
if (data[curr_time] === undefined) {
data[curr_time] = {};
}
if (data[curr_time][job_id] === undefined) {
data[curr_time][job_id] = {
cpu: [],
threads: 0,
rchar: 0,
wchar: 0,
crchar: 0,
cwchar: 0,
iowait: 0,
prev_iowait: 0,
transferred: 0,
ctransferred: 0
};
}
data[curr_time][job_id].cpu.push(res._source['utime'] / (res._source['utime'] + res._source['stime']));
data[curr_time][job_id].threads = Math.max(data[curr_time][job_id].threads, res._source['threads']);
data[curr_time][job_id].rchar += res._source['rchar'];
data[curr_time][job_id].wchar += res._source['wchar'];
crchar += res._source['rchar'];
cwchar += res._source['wchar'];
data[curr_time][job_id].crchar = crchar;
data[curr_time][job_id].cwchar = cwchar;
data[curr_time][job_id].iowait = Math.max(data[curr_time][job_id].iowait, res._source['iowait'] - data[curr_time][job_id].prev_iowait);
data[curr_time][job_id].prev_iowait = res._source['iowait'];
}
// get transferred data
const response_transfer = await callWithRequest(request, 'search', {
index: 'panorama_transfer',
size: 1000,
body: {
query: {
bool: {
should: [
{match: {'wf_uuid': request.params.wf_id}},
{match: {'event': 'transfer.inv.go'}},
{match: {'status': 'SUCCEEDED'}}
],
minimum_should_match: 3,
boost: 1.0
}
},
sort: {"@timestamp": "asc"}
}
});
let cum_bytes_transferred = 0;
for (let i = 0, len = response_transfer.hits.hits.length; i < len; i++) {
let res = response_transfer.hits.hits[i];
let job_id = res._source['dag_job_id'];
let ts = new Date(res._source['@timestamp']).getTime() / 1000;
let curr_time = parseInt((ts - start_time) / request.params.bin_size) * request.params.bin_size;
let transfer_events = res._source['transfer_events'];
for (let j = 0; j < transfer_events.length; j++) {
if (transfer_events[j].code === 'PROGRESS') {
let details = JSON.parse(transfer_events[j].details);
if (data[curr_time] === undefined) {
data[curr_time] = {};
}
if (data[curr_time][job_id] === undefined) {
data[curr_time][job_id] = {
cpu: [],
threads: 0,
rchar: 0,
wchar: 0,
crchar: 0,
cwchar: 0,
iowait: 0,
prev_iowait: 0,
transferred: 0,
ctransferred: 0
};
}
data[curr_time][job_id].xfer = details.bytes_transferred;
cum_bytes_transferred += details.bytes_transferred;
data[curr_time][job_id].cxfer = cum_bytes_transferred;
break;
}
}
}
return data;
}
});
server.route({
path: '/api/panorama/get/job/{wf_id}/{job_id}/{job_type}/{sched_id}',
method: 'GET',
async handler(request, reply) {
const {callWithRequest} = server.plugins.elasticsearch.getCluster('data');
const response = await callWithRequest(request, 'search', {
index: 'panorama_stampede',
size: 1000,
body: {
query: {
bool: {
should: [
{match: {'event': 'stampede.inv.end'}},
{match: {'xwf_id': request.params.wf_id}},
{match: {'job_id': request.params.job_id}},
{match: {'event': 'stampede.task.monitoring'}},
{match: {'sched_id': request.params.sched_id}},
],
minimum_should_match: 3,
boost: 1.0
}
},
sort: {"@timestamp": "asc"}
}
});
let res = response.hits.hits;
let data = {
job_id: request.params.job_id,
sched_id: request.params.sched_id,
wf_id: request.params.wf_id,
type: request.params.job_type,
remote_cpu_time: 0
};
for (let i = 0, len = res.length; i < len; i++) {
if (res[i]._source['event'] === 'stampede.inv.end' && res[i]._source['inv_id'] >= 0) {
data.executable = res[i]._source['executable'];
data.duration = parseFloat(res[i]._source['dur']);
data.remote_cpu_time = parseFloat(res[i]._source['remote_cpu_time']).toFixed(3);
data.exit_code = res[i]._source['exitcode'];
} else if (res[i]._source['event'] === 'stampede.task.monitoring') {
data.io = {
nprocs: res[i]._source['nprocs'],
runtime: res[i]._source['run_time'],
posix_agg_perf: res[i]._source['POSIX_module_data']['agg_perf_by_slowest'].toFixed(2),
posix_total_mbytes: (res[i]._source['POSIX_module_data']['total_bytes'] / Math.pow(2,20)).toFixed(2),
stdio_agg_perf: res[i]._source['STDIO_module_data']['agg_perf_by_slowest'].toFixed(2),
stdio_total_mbytes: (res[i]._source['STDIO_module_data']['total_bytes'] / Math.pow(2,20)).toFixed(2),
// TODO: add support to MPIIO
}
}
}
return data;
}
});
server.route({
path: '/api/panorama/get/job/series/{wf_id}/{job_id}/{job_type}/{sched_id}',
method: 'GET',
async handler(request, reply) {
const {callWithRequest} = server.plugins.elasticsearch.getCluster('data');
const response = await callWithRequest(request, 'search', {
index: 'panorama_kickstart',
size: 1000,
body: {
query: {
bool: {
should: [
{match: {'wf_uuid': request.params.wf_id}},
{match: {'dag_job_id': request.params.job_id}},
{match: {'event': 'kickstart.inv.online'}}
],
minimum_should_match: 3,
boost: 1.0
}
},
sort: {"@timestamp": "asc"}
}
});
let res = response.hits.hits;
let data = {
job_id: request.params.job_id,
wf_id: request.params.wf_id,
type: request.params.job_type,
records: []
};
let start_time = 0;
let rchar = 0;
let wchar = 0;
let prev_iowait = 0;
for (let i = 0, len = res.length; i < len; i++) {
if (start_time === 0) {
start_time = res[i]._source['ts'] - (res[i]._source['utime'] + res[i]._source['stime']);
}
rchar = rchar + res[i]._source['rchar'];
wchar = wchar + res[i]._source['wchar'];
data.records.push({
step: (res[i]._source['ts'] - start_time).toFixed(2),
utime: res[i]._source['utime'],
stime: res[i]._source['stime'],
cpu: res[i]._source['utime'] / (res[i]._source['utime'] + res[i]._source['stime']),
rchar: res[i]._source['rchar'],
wchar: res[i]._source['wchar'],
crchar: rchar,
cwchar: wchar,
iowait: res[i]._source['iowait'] - prev_iowait,
threads: res[i]._source['threads']
});
prev_iowait = res[i]._source['iowait'];
}
return data;
}
});
server.route({
path: '/api/panorama/get/job/xfer/{wf_id}/{job_id}/{job_type}/{job_duration}',
method: 'GET',
async handler(request, reply) {
const {callWithRequest} = server.plugins.elasticsearch.getCluster('data');
const response = await callWithRequest(request, 'search', {
index: 'panorama_transfer',
size: 1000,
body: {
query: {
bool: {
should: [
{match: {'wf_uuid': request.params.wf_id}},
{match: {'dag_job_id': request.params.job_id}},
{match: {'event': 'transfer.inv.go'}},
{match: {'status': 'SUCCEEDED'}}
],
minimum_should_match: 4,
boost: 1.0
}
},
sort: {"@timestamp": "asc"}
}
});
let res = response.hits.hits;
let data = {
job_id: request.params.job_id,
wf_id: request.params.wf_id,
type: request.params.job_type,
duration: request.params.job_duration,
records: []
};
let start_time = 0;
let cum_bytes_transferred = 0;
for (let i = 0, len = res.length; i < len; i++) {
data.files = res[i]._source['files'];
data.source_endpoint = res[i]._source['source_endpoint_display_name'];
data.dest_endpoint = res[i]._source['destination_endpoint_display_name'];
let transfer_events = res[i]._source['transfer_events'];
for (let j = 0; j < transfer_events.length; j++) {
if (transfer_events[j].code === 'PROGRESS') {
let details = JSON.parse(transfer_events[j].details);
cum_bytes_transferred = cum_bytes_transferred + details.bytes_transferred;
if (start_time === 0) {
start_time = Date.parse(transfer_events[j].time) - (details.duration * 1000);
}
data.records.push({
step: (Date.parse(transfer_events[j].time) - start_time) / 1000,
duration: details.duration,
bytes_transferred: details.bytes_transferred,
cum_bytes_transferred: cum_bytes_transferred,
mbps: details.mbps
});
break;
}
}
}
return data;
}
});
}