TresAbhi/blitzkit
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feat: finish work on post work

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TrèsAbhi committed 2024-06-26 21:07:54 -05:00
1 parent bdbc0073a8
commit de22efabc4
3 files changed
+40 -30
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scripts/averages.ts
+25 -15
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@@ -1,5 +1,4 @@
import { times } from 'lodash';
import { compress } from 'lz4js';
import { argv } from 'process';
import ProgressBar from 'progress';
import { Region, REGIONS } from '../src/constants/regions';
@@ -9,11 +8,13 @@ import { asset } from '../src/core/blitzkit/asset';
import {
AverageDefinitions,
AverageDefinitionsAllStats,
AverageDefinitionsEntry,
AverageDefinitionsEntrySubPartial,
} from '../src/core/blitzkit/averageDefinitions';
import { averageDefinitionsAllStatsKeys } from '../src/core/blitzkit/averageDefinitions/constants';
import { commitAssets } from '../src/core/blitzkit/commitAssets';
import { superCompress } from '../src/core/blitzkit/superCompress';
import { DidsReadStream, DidsWriteStream } from '../src/core/streams/dids';
import { DidsReadStream } from '../src/core/streams/dids';
import { IndividualTankStats } from '../src/types/tanksStats';
interface DataPoint {
@@ -172,6 +173,13 @@ function postWork() {
tankIds.forEach((id) => {
const tanks = sorted[id];
const samples = tanks.length;
const entry: AverageDefinitionsEntrySubPartial = {
samples,
mu: {},
sigma: {},
r: {},
};
averageDefinitionsAllStatsKeys.forEach((key) => {
const data: DataPoint[] = tanks.map((tank) => ({
@@ -190,15 +198,24 @@ function postWork() {
const sum_w = sum(({ w }) => w);
const sum_wx = sum(({ w, x }) => w * x);
const sum_wy = sum(({ w, y }) => w * y);
const x_w = sum_wx / sum_w;
const y_w = sum_wy / sum_w;
const r_numerator = sum(({ w, x, y }) => w * (x - x_w) * (y - y_w));
const r_denominator_x = sum(({ w, x }) => w * (x - x_w) ** 2);
const r_denominator_y = sum(({ w, y }) => w * (y - y_w) ** 2);
const mu_x = sum_wx / sum_w;
const mu_y = sum_wy / sum_w;
const mu = mu_x;
const sigma_numerator = sum(({ w, x }) => w * (x - mu_x) ** 2);
const sigma = Math.sqrt(sigma_numerator / sum_w);
const r_numerator = sum(({ w, x, y }) => w * (x - mu_x) * (y - mu_y));
const r_denominator_x = sum(({ w, x }) => w * (x - mu_x) ** 2);
const r_denominator_y = sum(({ w, y }) => w * (y - mu_y) ** 2);
const r = r_numerator / Math.sqrt(r_denominator_x * r_denominator_y);
const mu = x_w;
entry.mu[key] = mu;
entry.sigma[key] = sigma;
entry.r[key] = r;
});
averages[id] = entry as AverageDefinitionsEntry;
});
commitAssets(
@@ -209,13 +226,6 @@ function postWork() {
content: superCompress(averages),
encoding: 'base64',
},
{
path: 'definitions/discovered.dids.lz4',
content: Buffer.from(
compress(new DidsWriteStream().dids(discoveredIds).uint8Array),
).toString('base64'),
encoding: 'base64',
},
],
production,
);