Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go

Source identity

Field	Recorded value
Source type	GitHub source
Original record	Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go
Date	Not specified in source
Repository	Janady13/missionmatch
Revision	720d47fae476b0d38477ae4401697d372b1ea2bc
Branch	feature/opportunity-to-outcome
Path or archive member	internal/modules/staffing/eeo_guard_test.go
Original SHA-256	c32f82ae5527e1bdff11ae896186282f1ff98521072e452310634b0cbc8270ec
Git blob SHA	38e31ff1e9e58efff690dde900946688c3ecf4d6
Reading-copy SHA-256	c32f82ae5527e1bdff11ae896186282f1ff98521072e452310634b0cbc8270ec

Original source ↗

Every recorded occurrence

These 24 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/staffing/eeo_guard_test.go	feature/opportunity-to-outcome	720d47fae476b0d38477ae4401697d372b1ea2bc	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	per-tenant-routing	9bde0f9a74b89d01980fa658e5253acda7528d0c	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	collision-deconfliction	4ee5a09972608ed89f8377c6665542d5f450f0a6	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	ws6-retrieval	6c56e29231ec05735927fa265c97d517499dfeaf	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	m5-price-to-win	41000ad30fff4129fdaf5ec84e15ba14c27d4890	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	ws1-ontology-sync	b596f449a32a1016fbd403c36505cc00a1ac9ee6	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	master	1e9249840a4302ec82e123b9c9cb6f75badea3e4	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	ws8-teaching-loop	c823f0fb6bb2aba0f39001eb6de96f4000d9321f	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	w3-ai-staffing-recommendations	43d56387270ef4da4cabd794d97ca6a49909bc7d	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	mag-substrate	b82c7100a492dec67dfd1eda6b3f53def859be35	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	ws3-clearance	4b8e7ce594c068621867f9c9deed0ec64ae6c553	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	phase2-eval-fairness	d361af254701975fe239927656ababb56374655e	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	time-to-fill-survival	b66e1e505863d4f17741a4b9ede73509e45bd6c6	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	graphrag-foundation	b0ddeb9f633fd138d09309d1a17b7d13bc3a67f7	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	deploy-and-ops	bdacd9d0b4d5998d25fc74bf4007f4c3ec538c7a	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	ws9-bench-ingestion	f585a9ef32fa554663ce1fba9a414a54b6e49cf0	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	ws2-alias-relationship	e4dada4601c6eb101830f9d223a9655dfa120616	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	presentation-readiness	eb574acaa29d71ce4d0f852572e87c275c79fdb7	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	vendor-intelligence	fe9796a19c261951d3f2565206c0c1b5ac294465	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	ws7-federal-signal	6a9f6ce9cfb13345ffb47770d4960e7c2d9c17c2	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	ai-brain-live	aac32fc49c878cc5bca099459307611562d0bac1	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	phase2-connectors	e038d4c687aec16f8bd9bc4d907eea14d91f8704	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	feature/aioe-upgrade	2178e7298d0e5d9af83afa12402fd587f0ba6ed8	Open original
Janady13/missionmatch / internal/modules/staffing/eeo_guard_test.go	capture-readiness	bae6af7cb2997e819174a9e9cfff5e16067a1975	Open original

Recovered source transcript

Download complete source text ↓63 lines · 2.2 KB

package staffing

import (
	"reflect"
	"strings"
	"testing"

	"github.com/missionworkforce/missionmatch/internal/modules/matching/engine"
)

// protectedTokens are substrings of any protected attribute or close proxy. A field name containing one is
// a demographic input and must never appear on a W3 core type. They are unambiguous enough not to collide
// with the platform's real field names (score, clearance, skill, requirement, candidate, value, and so on).
var protectedTokens = []string{
	"gender", "race", "ethnic", "veteran", "disability", "religion",
	"pregnan", "genetic", "maritalstatus", "sexualorientation", "nationalorigin", "demographic",
}

// TestNoProtectedAttributeInCoreTypes walks the public input and output types of the W3 recommendation
// core (and the engine candidate they build on) and fails if any field, at any depth, names a protected
// attribute. The decision content is computed only from these types, so this proves by construction that no
// protected attribute can be an input to a recommendation, the same guarantee the engine Candidate carries.
func TestNoProtectedAttributeInCoreTypes(t *testing.T) {
	types := []any{
		ScoredCandidate{},
		GapContext{},
		Recommendation{},
		Evidence{},
		ReskillFact{},
		ReassignEvidence{},
		Counterfactual{},
		TriggerChange{},
		AssignEdge{},
		PortfolioInput{},
		Assignment{},
		engine.Candidate{}, // the scoring input the core is built on
		engine.Requirement{},
	}
	for _, v := range types {
		walkFields(t, reflect.TypeOf(v), reflect.TypeOf(v).Name(), map[reflect.Type]bool{})
	}
}

func walkFields(t *testing.T, rt reflect.Type, path string, seen map[reflect.Type]bool) {
	for rt.Kind() == reflect.Ptr || rt.Kind() == reflect.Slice || rt.Kind() == reflect.Array {
		rt = rt.Elem()
	}
	if rt.Kind() != reflect.Struct || seen[rt] {
		return
	}
	seen[rt] = true
	for i := 0; i < rt.NumField(); i++ {
		f := rt.Field(i)
		lower := strings.ToLower(f.Name)
		for _, tok := range protectedTokens {
			if strings.Contains(lower, tok) {
				t.Errorf("PROTECTED ATTRIBUTE: %s.%s contains %q; no protected attribute may be an input to a recommendation", path, f.Name, tok)
			}
		}
		walkFields(t, f.Type, path+"."+f.Name, seen)
	}
}