Janady13/missionmatch / internal/modules/eeo/service_test.go

Source identity

Field	Recorded value
Source type	GitHub source
Original record	Janady13/missionmatch / internal/modules/eeo/service_test.go
Date	Not specified in source
Repository	Janady13/missionmatch
Revision	720d47fae476b0d38477ae4401697d372b1ea2bc
Branch	feature/opportunity-to-outcome
Path or archive member	internal/modules/eeo/service_test.go
Original SHA-256	cef18213f42301d380d5007458a8a7bef1f74597f2d423d76dace3241a583329
Git blob SHA	c2311412598d9a3fe083419b3e2cc4dd29fea451
Reading-copy SHA-256	cef18213f42301d380d5007458a8a7bef1f74597f2d423d76dace3241a583329

Original source ↗

Every recorded occurrence

These 36 records contain identical original source bytes. Their paths and revisions remain part of the archive.

Original record	Branch or archive	Revision / identifier	Original location
Janady13/missionmatch / internal/modules/eeo/service_test.go	feature/opportunity-to-outcome	720d47fae476b0d38477ae4401697d372b1ea2bc	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	per-tenant-routing	9bde0f9a74b89d01980fa658e5253acda7528d0c	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	collision-deconfliction	4ee5a09972608ed89f8377c6665542d5f450f0a6	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	ws6-retrieval	6c56e29231ec05735927fa265c97d517499dfeaf	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	workstream-a-shared-core	e0de03ac3a1ec826bd15d0e048e3b02baa23eeff	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	m5-price-to-win	41000ad30fff4129fdaf5ec84e15ba14c27d4890	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	workstream-c-slatematch	5cd60c918301b46ecd6ed3e03e20c395da0062e2	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	ws1-ontology-sync	b596f449a32a1016fbd403c36505cc00a1ac9ee6	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	master	1e9249840a4302ec82e123b9c9cb6f75badea3e4	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	ws8-teaching-loop	c823f0fb6bb2aba0f39001eb6de96f4000d9321f	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	w3-ai-staffing-recommendations	43d56387270ef4da4cabd794d97ca6a49909bc7d	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	mag-substrate	b82c7100a492dec67dfd1eda6b3f53def859be35	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	ws3-clearance	4b8e7ce594c068621867f9c9deed0ec64ae6c553	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	workstream-d-command-center	255e7d1d420abf5e277d0cd8c9b14f6f72b6acb9	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	phase2-eval-fairness	d361af254701975fe239927656ababb56374655e	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	workstream-e-dataflow-deploy	433815a042f9741411e60fa553fe72143e9b10db	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	ruthless-debug-sweep	b7d742f8f032984be3817efffa3eb8b13b651c1f	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	time-to-fill-survival	b66e1e505863d4f17741a4b9ede73509e45bd6c6	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	ai-intelligence-layer	5d5ddff70393a197c5f54a45280bb5dd42b24755	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	graphrag-foundation	b0ddeb9f633fd138d09309d1a17b7d13bc3a67f7	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	workstream-a-opportunity-intelligence	1675031db74316e100782d063e9eda1a597fe3a1	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	deploy-and-ops	bdacd9d0b4d5998d25fc74bf4007f4c3ec538c7a	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	ws9-bench-ingestion	f585a9ef32fa554663ce1fba9a414a54b6e49cf0	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	ws2-alias-relationship	e4dada4601c6eb101830f9d223a9655dfa120616	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	presentation-readiness	eb574acaa29d71ce4d0f852572e87c275c79fdb7	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	vendor-intelligence	fe9796a19c261951d3f2565206c0c1b5ac294465	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	workstream-b-screenmatch	09015496d565a172bcaa15cfe9a8e4b072b13df0	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	ws7-federal-signal	6a9f6ce9cfb13345ffb47770d4960e7c2d9c17c2	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	workstream-e-commercial-stubs	4437da660539284a400ee380b9b427a300c369ee	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	ai-brain-live	aac32fc49c878cc5bca099459307611562d0bac1	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	workstream-d-missionmatch	3be46ba89edb737182075a2b320509b42dc916f8	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	phase2-connectors	e038d4c687aec16f8bd9bc4d907eea14d91f8704	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	workstream-b-sam-contract-awards	d5101cceb98e70000cebb31d3e7ac73d747d3a6d	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	w0-aedt-compliance	39df94f92b2a33f852481fe1954dabed841524bb	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	feature/aioe-upgrade	2178e7298d0e5d9af83afa12402fd587f0ba6ed8	Open original
Janady13/missionmatch / internal/modules/eeo/service_test.go	capture-readiness	bae6af7cb2997e819174a9e9cfff5e16067a1975	Open original

Recovered source transcript

Download complete source text ↓120 lines · 5.1 KB

package eeo

import "testing"

// rowsFor builds candidate rows: considered in the group, selected of them selected. A label of
// "unknown" marks the dimension as genuinely missing (the unknown bucket), matching the SQL flags.
func rowsFor(gender, race string, considered, selected int) []candRow {
	out := make([]candRow, 0, considered)
	for i := 0; i < considered; i++ {
		out = append(out, candRow{
			gender: gender, race: race,
			genderUnknown: gender == "unknown", raceUnknown: race == "unknown",
			selected: i < selected,
		})
	}
	return out
}

func findGroup(rows []ImpactRow, group string) (ImpactRow, bool) {
	for _, r := range rows {
		if r.Group == group {
			return r, true
		}
	}
	return ImpactRow{}, false
}

func TestFourFifthsFlagsDisparateRate(t *testing.T) {
	// male 8/10 (rate 0.80), female 4/10 (rate 0.40). Female ratio = 0.40/0.80 = 0.50, below 0.80, so
	// it must be flagged; male is the reference at 1.0. Two known groups, so the comparison is valid.
	var rows []candRow
	rows = append(rows, rowsFor("male", "groupA", 10, 8)...)
	rows = append(rows, rowsFor("female", "groupA", 10, 4)...)

	sec := analyze("selection", rows, 0)
	female, ok := findGroup(sec.ByGender, "female")
	if !ok {
		t.Fatal("female group missing")
	}
	if !female.Flagged || female.ImpactRatio != "0.5000" {
		t.Fatalf("female should be flagged at 0.5000, got ratio %s flagged %v", female.ImpactRatio, female.Flagged)
	}
	male, _ := findGroup(sec.ByGender, "male")
	if male.Flagged || male.ImpactRatio != "1.0000" {
		t.Fatalf("male should be the reference at 1.0000 unflagged, got %s flagged %v", male.ImpactRatio, male.Flagged)
	}
}

func TestFourFifthsDoesNotFlagBalanced(t *testing.T) {
	// male 8/10 (0.80), female 7/10 (0.70). Ratio 0.70/0.80 = 0.875, at or above 0.80, not flagged.
	var rows []candRow
	rows = append(rows, rowsFor("male", "groupA", 10, 8)...)
	rows = append(rows, rowsFor("female", "groupA", 10, 7)...)
	sec := analyze("selection", rows, 0)
	female, _ := findGroup(sec.ByGender, "female")
	if female.Flagged {
		t.Fatalf("female should not be flagged at ratio %s", female.ImpactRatio)
	}
}

func TestUnknownExcludedFromRatioAndCounted(t *testing.T) {
	// Two known groups (so the comparison is valid) plus an unknown bucket. The unknown low rate must
	// not become the reference and the unknown group is never flagged, but it is counted.
	var rows []candRow
	rows = append(rows, rowsFor("male", "groupA", 10, 9)...)   // reference 0.90
	rows = append(rows, rowsFor("female", "groupA", 10, 8)...) // a second known group
	rows = append(rows, rowsFor("unknown", "groupA", 5, 1)...) // unknown, rate 0.20
	sec := analyze("selection", rows, 0)
	if sec.UnknownCount != 5 {
		t.Fatalf("unknown count = %d, want 5", sec.UnknownCount)
	}
	unk, _ := findGroup(sec.ByGender, "unknown")
	if unk.ImpactRatio != "n/a" || unk.Flagged {
		t.Fatalf("unknown group must have ratio n/a and not be flagged, got %s flagged %v", unk.ImpactRatio, unk.Flagged)
	}
	male, _ := findGroup(sec.ByGender, "male")
	if male.ImpactRatio != "1.0000" {
		t.Fatalf("male reference = %s, want 1.0000 (the unknown low rate did not become the reference)", male.ImpactRatio)
	}
}

func TestLoneKnownGroupIsNotAFalsePass(t *testing.T) {
	// One known group plus an unknown bucket. A four fifths comparison needs at least two known groups,
	// so the lone known group must read n/a, never a self referential 1.0000 that masks a disparity.
	var rows []candRow
	rows = append(rows, rowsFor("white", "white", 10, 4)...)     // the only known group, rate 0.40
	rows = append(rows, rowsFor("unknown", "unknown", 10, 9)...) // the high rate cohort is unknown
	sec := analyze("selection", rows, 0)
	white, _ := findGroup(sec.ByRace, "white")
	if white.ImpactRatio != "n/a" || white.Flagged {
		t.Fatalf("a lone known group must be n/a, not a self referential pass, got ratio %s flagged %v", white.ImpactRatio, white.Flagged)
	}
}

func TestRealValueNamedUnknownIsTreatedAsKnown(t *testing.T) {
	// A candidate who self reports the literal value "unknown" is real data, not missing. With explicit
	// flags it is a known comparison group, so it counts toward the unknown bucket count of zero.
	var rows []candRow
	rows = append(rows, candRow{gender: "unknown", race: "white", genderUnknown: false, raceUnknown: false, selected: true})
	rows = append(rows, candRow{gender: "male", race: "white", genderUnknown: false, raceUnknown: false, selected: false})
	sec := analyze("selection", rows, 0)
	if sec.UnknownCount != 0 {
		t.Fatalf("a real value of unknown must not be counted as missing, unknown count = %d, want 0", sec.UnknownCount)
	}
}

func TestIntersectionalAndCutsPresent(t *testing.T) {
	var rows []candRow
	rows = append(rows, rowsFor("male", "white", 10, 8)...)
	rows = append(rows, rowsFor("female", "black", 10, 4)...)
	sec := analyze("selection", rows, 0)
	if len(sec.ByGender) != 2 || len(sec.ByRace) != 2 || len(sec.Intersectional) != 2 {
		t.Fatalf("expected two groups in each cut, got gender %d race %d intersectional %d",
			len(sec.ByGender), len(sec.ByRace), len(sec.Intersectional))
	}
	if _, ok := findGroup(sec.Intersectional, "female / black"); !ok {
		t.Fatal("intersectional cross tab missing female / black")
	}
}

Mathematical records from this source

func TestFourFifthsFlagsDisparateRate(t *testing.T) · male 8/10 (rate 0.80), female 4/10 (rate 0.40). Female ratio

This relation defines male 8/10 (rate 0.80), female 4/10 (rate 0.40). Female ratio in the source section “func TestFourFifthsFlagsDisparateRate(t *testing.T) · male 8/10 (rate…

func TestFourFifthsDoesNotFlagBalanced(t *testing.T) · male 8/10 (0.80), female 7/10 (0.70). Ratio 0.70/0.80

This relation defines male 8/10 (0.80), female 7/10 (0.70). Ratio 0.70/0.80 in the source section “func TestFourFifthsDoesNotFlagBalanced(t *testing.T) · male 8/10 (0.80), female…