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crashes.js
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crashes.js
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import Router from 'koa-router';
import moment from 'moment';
import {
standardDeviation,
geometricMean,
mean,
} from 'simple-statistics';
import {
uniq,
flatten,
sumBy,
zipObject,
without,
countBy,
sortBy,
toPairs,
find,
} from 'lodash';
import qs from 'qs';
import { parse as parseVersion } from './meta/version';
import fetchJson from './fetch/json';
import fetchRedash from './fetch/redash';
import { getHistory } from './release/history';
const dateBlacklist = [
'2016-05-01',
'2016-05-03',
'2016-05-04',
'2016-05-07',
'2016-05-08',
'2016-06-03',
'2016-07-04',
];
export const router = new Router();
const bandwidth = 7;
const weeklyAverage = (result, idx, results) => {
if (idx < bandwidth) {
return result;
}
const weekRate = results
.slice(idx - bandwidth, idx + bandwidth).map(past => past.dirty);
const avg = mean(weekRate);
result.rate = avg;
return result;
};
router
.get('/', async (ctx) => {
const raw = await fetchRedash(331);
const reduced = raw.query_result.data.rows
.map(row => ({
date: row.activity_date,
dirty: row.main_crash_rate,
}))
.filter(({ date }) => dateBlacklist.indexOf(date) < 0)
.map(weeklyAverage);
ctx.body = reduced;
})
.get('/beta', async (ctx) => {
const raw = await fetchRedash(475);
const results = raw.query_result.data.rows.map(row => ({
date: row.activity_date,
rate: row.main_crash_rate,
}));
ctx.body = results;
})
.get('/xp', async (ctx) => {
const nonXpRates = await fetchRedash(689);
const xpRates = await fetchRedash(690);
const raw = await fetchRedash(331);
ctx.body = [
nonXpRates.query_result.data.rows
.map(row => ({
date: row.activity_date,
rate: row.main_crash_rate,
}))
.filter(({ date }) => dateBlacklist.indexOf(date) < 0),
xpRates.query_result.data.rows
.map(row => ({
date: row.activity_date,
rate: row.main_crash_rate,
}))
.filter(({ date }) => dateBlacklist.indexOf(date) < 0),
raw.query_result.data.rows
.map(row => ({
date: row.activity_date,
rate: row.main_crash_rate,
}))
.filter(({ rate, date }) => rate > 3 && dateBlacklist.indexOf(date) < 0),
];
})
.get('/beta/builds', async (ctx) => {
const history = await getHistory({
channel: 'beta',
tailVersion: 5,
});
const betaRaw = (await fetchRedash(2856)).query_result.data.rows;
const builds = betaRaw.reduce((lookup, row) => {
const buildDate = moment(row.build_id, 'YYYYMMDD');
const release = find(history, ({ date }) => {
const diff = moment(date, 'YYYY MM DD').diff(buildDate, 'day');
return diff >= 0 && diff <= 2;
});
const result = {
date: buildDate.format('YYYY-MM-DD'),
release: release && release.date,
candidate: release
? parseVersion(release.version).candidate
: 'rc',
build: row.build_id,
version: row.build_version,
hours: row.usage_kilohours,
rate: row.main_crash_rate,
contentRate: row.content_crash_rate,
dates: [],
};
lookup.push(result);
return lookup;
}, []);
const releases = builds.reduce((lookup, result) => {
let entry = find(lookup, ({ version }) => version === result.version);
if (!entry) {
entry = {
version: result.version,
builds: [],
};
lookup.push(entry);
}
entry.builds.push(result);
return lookup;
}, []);
releases.forEach((release) => {
release.hours = sumBy(release.builds, 'hours');
const rates = release.builds
.map(({ rate }) => rate)
.filter(rate => rate > 0);
const contentRates = release.builds
.map(({ contentRate }) => contentRate)
.filter(contentRate => contentRate > 0);
release.rate = rates.length > 0 ? geometricMean(rates) : 0;
release.variance = rates.length > 0 ? standardDeviation(rates) : 0;
release.contentRate = contentRates.length > 0 ? geometricMean(contentRates) : 0;
});
ctx.body = releases;
});