316b79733e
1. matchupRead fly-ball signal: the batter metrics `gb_pct_bb`/`fb_ld_pct` are MISLABELED — they're exit velocities by batted-ball type (Judge fb_ld_pct = 100.3 mph, not a rate), not ground/fly RATES. Switched fly-ball lean to avg_launch_angle (league p10/p50/p90 = 7.1/13.9/20.1°), the correct signal. 2. Absolute rate now fits the FULL season (recency-weighted), not a 20-game window: the window under-sampled rare stats — Judge HR projected 0.11 vs his 0.28 season rate (a fake -32pt edge). Now point=0.27 (matches season); the last-5-2x recency lean is preserved. Post-fix induction (real statsapi logs + real statcast): Judge HR 0.27 (P>=1 0.235 vs book 0.42 -> flags the juiced over), Judge TB P>=2 0.548 vs 0.48 (+6.8pt), thin-hot 3-game P>=1 0.726 / P>=3 0.164 (credible low, thin high), .300 hitter != 3.0. proj-v1 suites 23/23. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01VCNgGSt5qvcLxaeQqa7Zpj
138 lines
7.1 KiB
JavaScript
138 lines
7.1 KiB
JavaScript
/* proj-v1 — matchup read + orchestration. Champion untouched; never abstains. */
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const pc = require('../../src/services/projectionChallenger');
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const mr = require('../../src/services/projection/matchupRead');
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// A sinker-heavy, high-whiff arsenal.
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const SINKER_ARM = mr.classifyArsenal([
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{ type: 'SI', usage_pct: 45, whiff_pct: 12, hard_hit_pct: 40 },
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{ type: 'SL', usage_pct: 30, whiff_pct: 34, hard_hit_pct: 30 },
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{ type: 'CH', usage_pct: 25, whiff_pct: 30, hard_hit_pct: 32 },
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]);
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// A fastball-heavy, low-whiff (pitch-to-contact) arsenal.
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const FB_ARM = mr.classifyArsenal([
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{ type: 'FF', usage_pct: 65, whiff_pct: 16, hard_hit_pct: 44 },
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{ type: 'FC', usage_pct: 20, whiff_pct: 18, hard_hit_pct: 40 },
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{ type: 'CU', usage_pct: 15, whiff_pct: 20, hard_hit_pct: 30 },
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]);
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// A fly-ball (high launch angle), hard-hit hitter; and a whiff-prone, flatter one.
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const flyBat = { whiff_pct: 22, chase_pct: 28, hard_hit_pct: 46, avg_launch_angle: 20 };
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const whiffBat = { whiff_pct: 34, chase_pct: 34, hard_hit_pct: 34, avg_launch_angle: 10 };
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describe('arsenal classification', () => {
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it('buckets usage by pitch family + carries whiff/hard-hit tendency', () => {
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expect(SINKER_ARM.sinker_pct).toBeCloseTo(0.45, 2);
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expect(SINKER_ARM.breaking_pct).toBeCloseTo(0.30, 2);
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expect(SINKER_ARM.whiff_tendency).toBeGreaterThan(FB_ARM.whiff_tendency);
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});
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it('absent mix → null (no matchup contribution, honest)', () => {
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expect(mr.classifyArsenal(null)).toBeNull();
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expect(mr.classifyArsenal([])).toBeNull();
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});
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});
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describe('matchup direction (two-sided, coarse repertoire-vs-profile)', () => {
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it('a groundy sinker arm SUPPRESSES a fly-ball hitter\'s power (HR mult < 1)', () => {
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const m = mr.matchupMultiplier({ arsenal: SINKER_ARM, hitter: mr.hitterProfile(flyBat), statType: 'home_runs' });
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expect(m.multiplier).toBeLessThan(1);
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expect(m.components.some((c) => c.label === 'air_suppression')).toBe(true);
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});
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it('a high-whiff arsenal SUPPRESSES a whiff-prone hitter\'s hits (hits mult < 1)', () => {
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const m = mr.matchupMultiplier({ arsenal: SINKER_ARM, hitter: mr.hitterProfile(whiffBat), statType: 'hits' });
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expect(m.multiplier).toBeLessThan(1);
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});
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it('the SAME whiff pressure moves a STRIKEOUT prop the other way (mult > 1)', () => {
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const m = mr.matchupMultiplier({ arsenal: SINKER_ARM, hitter: mr.hitterProfile(whiffBat), statType: 'strikeouts' });
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expect(m.multiplier).toBeGreaterThan(1);
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});
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it('missing either side → neutral 1.0 (never fabricates a matchup)', () => {
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expect(mr.matchupMultiplier({ arsenal: null, hitter: mr.hitterProfile(flyBat), statType: 'hits' }).multiplier).toBe(1);
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expect(mr.matchupMultiplier({ arsenal: SINKER_ARM, hitter: null, statType: 'hits' }).multiplier).toBe(1);
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});
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it('the total matchup lean is bounded', () => {
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const m = mr.matchupMultiplier({ arsenal: SINKER_ARM, hitter: mr.hitterProfile(whiffBat), statType: 'total_bases' });
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expect(Math.abs(m.multiplier - 1)).toBeLessThanOrEqual(mr.TOTAL_MAX + 1e-9);
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});
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});
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describe('park RELATIVE to own exposure (Phase B fix)', () => {
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it('baseline is the mean park factor over home(own)/away(opp) games', () => {
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// NYY home park (parkBase) + away games; just assert it resolves a number
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// from ≥3 venues and stays near 1.0 (park factors are ~1.0).
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const log = [
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{ isHome: true, opponent: 'Boston Red Sox', stat: {} },
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{ isHome: false, opponent: 'Boston Red Sox', stat: {} },
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{ isHome: false, opponent: 'Houston Astros', stat: {} },
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{ isHome: true, opponent: 'Tampa Bay Rays', stat: {} },
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];
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const b = pc.parkBaselineFromLogs(log, 'NYY');
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if (b != null) { expect(b).toBeGreaterThan(0.7); expect(b).toBeLessThan(1.3); }
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});
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it('too few resolvable venues → null (park contributes nothing, not a raw multiply)', () => {
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expect(pc.parkBaselineFromLogs([{ isHome: true, stat: {} }], 'NYY')).toBeNull();
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});
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});
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describe('projectProp — full object, never abstains, plausible', () => {
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const hitLog = (vals) => vals.map((h) => ({ isHome: true, opponent: 'Boston Red Sox', stat: { hits: h } }));
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it('emits distribution + full ladder + point + factor breakdown', () => {
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const grade = { stat_type: 'hits', line: 0.5, direction: 'over', season_avg: 0.9, fair_prob: 0.62, team: 'NYY' };
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const p = pc.projectProp({ grade, gameLog: hitLog([1, 0, 2, 1, 1, 0, 1, 2, 1, 0]) });
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expect(p.proj_version).toBe('proj-v1');
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expect(p.proj_distribution.family).toBe('negative_binomial');
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expect(p.proj_ladder.length).toBeGreaterThanOrEqual(3);
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expect(p.proj_ladder[0].p_at_least).toBeGreaterThanOrEqual(p.proj_ladder[1].p_at_least);
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expect(p.proj_factors.breakdown.map((f) => f.label)).toEqual(
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expect.arrayContaining(['park_relative', 'weather', 'platoon', 'matchup']),
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);
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// traded rung (ceil 0.5 = 1) carries the book-implied for comparison
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expect(p.proj_ladder.find((r) => r.rung === 1).book_implied).toBeCloseTo(0.62, 3);
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expect(p.proj_p_over_line).toBeGreaterThan(0);
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});
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it('NEVER abstains — an empty game log still projects (wide, from the prior)', () => {
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const grade = { stat_type: 'hits', line: 0.5, direction: 'over', season_avg: 0.9, team: 'NYY' };
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const p = pc.projectProp({ grade, gameLog: [] });
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expect(p.proj_point).not.toBeNull();
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expect(p.proj_ladder[0].p_at_least).toBeGreaterThan(0);
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});
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it('PLAUSIBILITY: a .300-ish hitter does not project 3.0 hits', () => {
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const grade = { stat_type: 'hits', line: 1.5, direction: 'over', season_avg: 0.95, team: 'NYY' };
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const p = pc.projectProp({ grade, gameLog: hitLog([1, 1, 2, 0, 1, 1, 1, 0, 2, 1]) });
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expect(p.proj_point).toBeLessThan(2.0);
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expect(p.proj_point).toBeGreaterThan(0.5);
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});
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it('the combined non-form multiplier is bounded (no absurd Coors swing)', () => {
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const grade = { stat_type: 'home_runs', line: 0.5, direction: 'over', season_avg: 0.2, team: 'COL' };
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const p = pc.projectProp({
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grade, gameLog: hitLog([0, 0, 1, 0, 0, 1, 0, 0, 0, 1]),
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tonightParkFactor: 1.3, weatherMod: 1.1, platoonMult: 1.1, arsenal: FB_ARM,
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batterRow: flyBat,
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});
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expect(Math.abs(p.proj_factors.combined_multiplier - 1)).toBeLessThanOrEqual(pc.COMBINED_MAX + 1e-9);
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});
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it('non-batting stat → not modeled (returns null projection object)', () => {
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expect(pc.projectProp({ grade: { stat_type: 'pitcher_strikeouts', line: 5.5, direction: 'over' } })).toBeNull();
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});
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});
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describe('attachProjection — champion byte-identical', () => {
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it('adds proj-v1 fields, never mutates p_win / grade / other challengers', async () => {
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const grades = [{
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player: 'Slugger', playerId: null, stat_type: 'hits', line: 0.5, direction: 'over',
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season_avg: 0.9, fair_prob: 0.6, team: 'NYY', p_win: 0.58, grade: 'B',
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p_win_challenger: 0.6, p_win_contact: 0.61,
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}];
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const out = await pc.attachProjection(grades, {});
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expect(out[0].p_win).toBe(0.58);
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expect(out[0].grade).toBe('B');
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expect(out[0].p_win_challenger).toBe(0.6);
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expect(out[0].p_win_contact).toBe(0.61);
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expect(out[0].proj_version).toBe('proj-v1');
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expect(out[0].proj_point).not.toBeNull(); // projected even with no game log
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});
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});
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