Simplifying and making calculation logic clearer

This commit is contained in:
Dominic Ferrando
2025-09-15 10:53:29 -04:00
parent f71067be85
commit 0ea5a54986
5 changed files with 2313 additions and 2291 deletions
+109 -89
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@@ -1,4 +1,4 @@
import { Activity, Attribute, attributes, ActivityPerformance, findNearestPoints, getActivityAttribute, getAttributeActivities, Player, StandardsMap, BaseLevel, Standard } from "./util"; import { Activity, Attribute, attributes, ActivityPerformance, findNearestPoints, getActivityAttribute, getAttributeActivities, Player, StandardsMap, Levels, Standard, Metrics, activities } from "./util";
import rawStandards from "./standards.json" assert { type: "json" } import rawStandards from "./standards.json" assert { type: "json" }
// SOURCES // SOURCES
@@ -13,13 +13,30 @@ import rawStandards from "./standards.json" assert { type: "json" }
const standards = rawStandards as StandardsMap; const standards = rawStandards as StandardsMap;
type BaseLevelValues = Record<BaseLevel, number> type TableData = Record<Activity, {
// ------------------------------------------------------------------------------------------------- }>
// Level utilities (helpers)
// -------------------------------------------------------------------------------------------------
function findLevel(levels: Record<number, number>, performance: number): number { type LevelCalculatorConfig = {
compressTo?: number;
expandIters?: number;
}
export class LevelCalculator {
cfg: Required<LevelCalculatorConfig>;
public constructor(cfg: LevelCalculatorConfig = {}) {
this.cfg = {
compressTo: cfg.compressTo ?? 100,
expandIters: cfg.expandIters ?? 5
}
}
// -------------------------------------------------------------------------------------------------
// Level utilities (helpers)
// -------------------------------------------------------------------------------------------------
findLevel(levels: Levels, performance: number): number {
let resultLevel = 1; let resultLevel = 1;
let resultLevelDiff = Infinity; let resultLevelDiff = Infinity;
@@ -31,12 +48,12 @@ function findLevel(levels: Record<number, number>, performance: number): number
} }
} }
return resultLevel; return resultLevel;
} }
function compressLevels( compressLevels(
levels: Record<number, number>, levels: Levels,
targetLevelsAmount: number, targetLevelsAmount: number,
): Record<number, number> { ): Levels {
const levelsAmount = Object.keys(levels).length; const levelsAmount = Object.keys(levels).length;
if (levelsAmount < targetLevelsAmount) { if (levelsAmount < targetLevelsAmount) {
throw new Error( throw new Error(
@@ -45,7 +62,7 @@ function compressLevels(
} }
const ratio = levelsAmount / targetLevelsAmount; const ratio = levelsAmount / targetLevelsAmount;
const compressedLevels: Record<number, number> = {}; const compressedLevels: Levels = {};
for (let i = 0; i < targetLevelsAmount; ++i) { for (let i = 0; i < targetLevelsAmount; ++i) {
const ratioIndex = i * ratio; const ratioIndex = i * ratio;
@@ -60,20 +77,14 @@ function compressLevels(
} }
return compressedLevels; return compressedLevels;
}
function expandLevels(
levels: BaseLevel | Record<number, number>,
i: number
): Record<number, number> {
if (i == 0) {
// ensure we always use number keys
const newLevels = {};
for (let k = 0; k < Object.keys(levels).length; ++k) {
newLevels[k + 1] = levels[Object.keys(levels)[k]];
} }
return newLevels;
}; expandLevels(
levels: Levels,
i: number
): Levels {
if (i == 0)
return levels;
const newLevels = {}; const newLevels = {};
let j = 1; let j = 1;
@@ -88,36 +99,34 @@ function expandLevels(
} }
} }
return expandLevels(newLevels, i - 1); return this.expandLevels(newLevels, i - 1);
}
// -------------------------------------------------------------------------------------------------
// Standards interpolation (heavy math bits)
// -------------------------------------------------------------------------------------------------
function interpolateStandardsValues(
lower: BaseLevelValues,
upper: BaseLevelValues,
ratio: number,
): BaseLevelValues {
function lerp(k: BaseLevel): number {
return (lower[k] as number) + ((upper[k] as number) - (lower[k] as number)) * ratio;
} }
return { // -------------------------------------------------------------------------------------------------
physicallyActive: lerp("physicallyActive"), // Standards interpolation (heavy math bits)
beginner: lerp("beginner"), // -------------------------------------------------------------------------------------------------
intermediate: lerp("intermediate"),
advanced: lerp("advanced"),
elite: lerp("elite"),
};
}
function interpolateByBodyWeight( interpolateLevels(
lower: Levels,
upper: Levels,
ratio: number,
): Levels {
if (Object.keys(lower).length !== Object.keys(upper).length)
throw new Error("Cannot interpolate between varying number of levels");
function lerp(lvl: number): number {
return (lower[lvl] as number) + ((upper[lvl] as number) - (lower[lvl] as number)) * ratio;
}
const interpolatedLevels = Object.keys(lower).map(lvl => lerp(+lvl));
return interpolatedLevels;
}
interpolateByBodyWeight(
targetAge: number, targetAge: number,
bodyWeightKG: number, bodyWeightKG: number,
standardsArr: Standard[], standardsArr: Standard[],
): BaseLevelValues | null { ): Levels | null {
const ageFilteredStandards = standardsArr.filter((s) => s.metrics.age === targetAge); const ageFilteredStandards = standardsArr.filter((s) => s.metrics.age === targetAge);
if (ageFilteredStandards[0].metrics.weight === -1) return ageFilteredStandards[0].levels; if (ageFilteredStandards[0].metrics.weight === -1) return ageFilteredStandards[0].levels;
@@ -131,57 +140,67 @@ function interpolateByBodyWeight(
let weightRatio = upper === lower ? 1 : (bodyWeightKG - lower) / (upper - lower); let weightRatio = upper === lower ? 1 : (bodyWeightKG - lower) / (upper - lower);
weightRatio = Math.max(0, Math.min(1, weightRatio)); weightRatio = Math.max(0, Math.min(1, weightRatio));
return interpolateStandardsValues(weightLower.levels, weightUpper.levels, weightRatio); return this.interpolateLevels(weightLower.levels, weightUpper.levels, weightRatio);
} }
function interpolateActivityLevels( getInterpolatedActivityStandard(
activity: Activity, activity: Activity,
player: Player, metrics: Metrics,
): Record<number, number> { ): Standard {
const interpolatedStandard: Standard = {
metrics: metrics,
levels: {}
};
// Filter dataset // Filter dataset
const filteredStandards = standards[activity] const standardsByGender = standards[activity]
.filter(a => a.metrics.gender === player.gender); .filter(a => a.metrics.gender === metrics.gender);
if (filteredStandards.length === 0) return {}; if (standardsByGender.length === 0) return interpolatedStandard;
// Age interpolation // Age interpolation
const ageArray = [...new Set(filteredStandards.map((s) => s.metrics.age))].sort((a, b) => a - b); const ageArray = [...new Set(standardsByGender.map((s) => s.metrics.age))].sort((a, b) => a - b);
const { lower: ageLower, upper: ageUpper } = findNearestPoints(player.age, ageArray); const { lower: ageLower, upper: ageUpper } = findNearestPoints(metrics.age, ageArray);
const lowerValues = interpolateByBodyWeight(ageLower, player.weightKG, filteredStandards); const lowerValues = this.interpolateByBodyWeight(ageLower, metrics.weight, standardsByGender);
const upperValues = interpolateByBodyWeight(ageUpper, player.weightKG, filteredStandards); const upperValues = this.interpolateByBodyWeight(ageUpper, metrics.weight, standardsByGender);
if (!lowerValues || !upperValues) return {}; if (!lowerValues || !upperValues) return interpolatedStandard;
let ageRatio = ageUpper === ageLower ? 1 : (player.age - ageLower) / (ageUpper - ageLower); let ageRatio = ageUpper === ageLower ? 1 : (metrics.age - ageLower) / (ageUpper - ageLower);
ageRatio = Math.max(0, Math.min(1, ageRatio)); ageRatio = Math.max(0, Math.min(1, ageRatio));
const levels = interpolateStandardsValues(lowerValues, upperValues, ageRatio); const levels = this.interpolateLevels(lowerValues, upperValues, ageRatio);
const expandedLevels = this.expandLevels(levels, this.cfg.expandIters);
const compressedLevels = this.compressLevels(expandedLevels, this.cfg.compressTo);
if (levels) { interpolatedStandard.levels = compressedLevels;
const expandedLevels = expandLevels(levels, 5); return interpolatedStandard;
const compressedLevels = compressLevels(expandedLevels, 100);
return compressedLevels;
} else {
return {};
} }
}
// ------------------------------------------------------------------------------------------------- // -------------------------------------------------------------------------------------------------
// Level calculations (public API) // Level calculations (public API)
// ------------------------------------------------------------------------------------------------- // -------------------------------------------------------------------------------------------------
export function calcAttributeLevel( // public generateTableData(metrics: Metrics) {
// const tableData: Record<Activity, Object> = {};
//
// for (const activity of Object.values(activities)) {
// const activityLevels = this.interpolateActivityLevels(activity, metrics);
// }
// }
public calcAttributeLevel(
attribute: Attribute, attribute: Attribute,
player: Player, player: Player,
activityPerformances: ActivityPerformance[], activityPerformances: ActivityPerformance[],
): number { ): number {
// must be activities of the given attribute // must be activities of the given attribute
if (activityPerformances.some((bp) => getActivityAttribute(bp.activity) !== attribute)) { if (activityPerformances.some((p) => getActivityAttribute(p.activity) !== attribute)) {
throw new Error("Wrong activity performance attribute"); throw new Error("Wrong activity performance attribute");
} }
// must perform all of an attributes activities // must perform all of an attributes activities
for (const activity of getAttributeActivities(attribute)) { for (const activity of getAttributeActivities(attribute)) {
const filteredActivites = activityPerformances.map((bp) => bp.activity); const filteredActivites = activityPerformances.map((p) => p.activity);
if (!filteredActivites.includes(activity)) if (!filteredActivites.includes(activity))
return 0; return 0;
} }
@@ -192,21 +211,22 @@ export function calcAttributeLevel(
return 0 return 0
} }
const activityLevels = activityPerformances.map((abp) => const activityLevels = activityPerformances.map((p) => {
findLevel(interpolateActivityLevels(abp.activity, player), abp.performance), const interpolatedStandard = this.getInterpolatedActivityStandard(p.activity, player.metrics);
); return this.findLevel(interpolatedStandard.levels, p.performance);
});
const activityLevelsAvg = Math.round( const activityLevelsAvg = Math.round(
activityLevels.reduce((sum, curr) => sum + curr, 0) / activityLevels.length, activityLevels.reduce((sum, curr) => sum + curr, 0) / activityLevels.length,
); );
return activityLevelsAvg; return activityLevelsAvg;
} }
export function calcAllAttributeLevels( public calcAllAttributeLevels(
player: Player, player: Player,
activityPerformances: ActivityPerformance[], activityPerformances: ActivityPerformance[],
): Record<Attribute, number> { ): Record<Attribute, number> {
const attrLevels: Record<Attribute, number> = { const attrLevels: Record<Attribute, number> = {
[attributes.STRENGTH]: 0, [attributes.STRENGTH]: 0,
[attributes.POWER]: 0, [attributes.POWER]: 0,
@@ -222,21 +242,21 @@ export function calcAllAttributeLevels(
(Object.values(attributes) as Attribute[]).forEach((attribute) => { (Object.values(attributes) as Attribute[]).forEach((attribute) => {
const attrActivityPerformances = activityPerformances.filter( const attrActivityPerformances = activityPerformances.filter(
(bp) => getActivityAttribute(bp.activity) === attribute, (p) => getActivityAttribute(p.activity) === attribute,
); );
attrLevels[attribute] = calcAttributeLevel(attribute, player, attrActivityPerformances); attrLevels[attribute] = this.calcAttributeLevel(attribute, player, attrActivityPerformances);
}); });
return attrLevels; return attrLevels;
} }
export function calcPlayerLevel(player: Player, activityPerformances: ActivityPerformance[]): number { public calcPlayerLevel(player: Player, activityPerformances: ActivityPerformance[]): number {
for (const value of Object.values(player)) { for (const value of Object.values(player)) {
if (!value) if (!value)
return 0; return 0;
} }
const attrLevels = calcAllAttributeLevels(player, activityPerformances); const attrLevels = this.calcAllAttributeLevels(player, activityPerformances);
for (const level of Object.values(attrLevels)) { for (const level of Object.values(attrLevels)) {
if (!level) if (!level)
return 0; return 0;
@@ -244,5 +264,5 @@ export function calcPlayerLevel(player: Player, activityPerformances: ActivityPe
const attrLevelsSum = Object.values(attrLevels).reduce((sum, lvl) => sum + lvl, 0); const attrLevelsSum = Object.values(attrLevels).reduce((sum, lvl) => sum + lvl, 0);
return Math.round(attrLevelsSum / Object.keys(attributes).length); return Math.round(attrLevelsSum / Object.keys(attributes).length);
}
} }
+2070 -2070
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+10 -4
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@@ -1,10 +1,12 @@
import { activities, ActivityPerformance, feetToCm, genders, inchesToCm, lbToKg, minToMs, Player, secToMs } from "./util"; import { activities, ActivityPerformance, feetToCm, genders, inchesToCm, lbToKg, minToMs, Player, secToMs } from "./util";
import { calcAllAttributeLevels, calcPlayerLevel } from "./calc.ts"; import { LevelCalculator } from "./calc.ts";
const player: Player = { const player: Player = {
metrics: {
age: 18, age: 18,
weightKG: lbToKg(200), weight: lbToKg(200),
gender: genders.MALE gender: genders.MALE
}
}; };
const computedPerformances: ActivityPerformance[] = [ const computedPerformances: ActivityPerformance[] = [
@@ -38,9 +40,13 @@ const computedPerformances: ActivityPerformance[] = [
}, },
]; ];
console.log(Bun.argv);
// const levelCalculator = new LevelCalculator({ compressTo: +Bun.argv[2], expandIters: +Bun.argv[3] });
const levelCalculator = new LevelCalculator();
const levels = { const levels = {
attributes: calcAllAttributeLevels(player, computedPerformances), attributes: levelCalculator.calcAllAttributeLevels(player, computedPerformances),
player: calcPlayerLevel(player, computedPerformances) player: levelCalculator.calcPlayerLevel(player, computedPerformances)
}; };
console.log(levels); console.log(levels);
+4 -11
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@@ -16,9 +16,7 @@ export type Attribute = typeof attributes[keyof typeof attributes];
// ------------------------------------------------------------------------------------------------- // -------------------------------------------------------------------------------------------------
export interface Player { export interface Player {
age: number, metrics: Metrics;
weightKG: number,
gender: Gender
} }
export const activities = Object.freeze({ export const activities = Object.freeze({
@@ -75,14 +73,9 @@ export interface ActivityPerformance {
performance: number; performance: number;
} }
export type BaseLevel = export type Levels = Record<number, number>
| "physicallyActive"
| "beginner"
| "intermediate"
| "advanced"
| "elite";
interface Metrics { export interface Metrics {
age: number; age: number;
weight: number; weight: number;
gender: Gender; gender: Gender;
@@ -90,7 +83,7 @@ interface Metrics {
export interface Standard { export interface Standard {
metrics: Metrics; metrics: Metrics;
levels: Record<BaseLevel, number>; levels: Levels;
} }
export type StandardsMap = Record< export type StandardsMap = Record<
+9 -6
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@@ -1,11 +1,11 @@
import { calcAllAttributeLevels, calcPlayerLevel } from "./calculator/calc.ts"; import { LevelCalculator } from "./calculator/calc.ts";
import { ActivityPerformance, Player } from "./calculator/util.ts"; import { ActivityPerformance, Player } from "./calculator/util.ts";
import { Printful } from "./commerce/printful.ts" import { Printful } from "./commerce/printful.ts"
import { Webflow } from "./commerce/webflow.ts"; import { Webflow } from "./commerce/webflow.ts";
interface CalcRequest { interface CalcRequest {
player: Player, player: Player,
performances: ActivityPerformance[] activityPerformances: ActivityPerformance[]
} }
export class ClientResponse extends Response { export class ClientResponse extends Response {
@@ -34,12 +34,14 @@ const server = Bun.serve({
}, },
async POST(req) { async POST(req) {
const calcReq: CalcRequest = await req.json(); const calcReq: CalcRequest = await req.json();
const { player, performances } = calcReq; const { player, activityPerformances } = calcReq;
const levelCalculator = new LevelCalculator();
return ClientResponse.json({ return ClientResponse.json({
levels: { levels: {
attributes: calcAllAttributeLevels(player, performances), attributes: levelCalculator.calcAllAttributeLevels(player, activityPerformances),
player: calcPlayerLevel(player, performances) player: levelCalculator.calcPlayerLevel(player, activityPerformances)
} }
}) })
} }
@@ -90,7 +92,8 @@ const server = Bun.serve({
} }
// DELETE // DELETE
case Printful.Webhook.Event.ProductDeleted: { case Printful.Webhook.Event.ProductDeleted: {
await Webflow.Products.remove(payload.data.sync_product.external_id); const webflowProductId = payload.data.sync_product.external_id;
await Webflow.Products.remove(webflowProductId);
break; break;
} }
} }