Janady13/missionmatch / internal/platform/extraction/deterministic_test.go

Source identity

Field	Recorded value
Source type	GitHub source
Original record	Janady13/missionmatch / internal/platform/extraction/deterministic_test.go
Date	Not specified in source
Repository	Janady13/missionmatch
Revision	720d47fae476b0d38477ae4401697d372b1ea2bc
Branch	feature/opportunity-to-outcome
Path or archive member	internal/platform/extraction/deterministic_test.go
Original SHA-256	af4e7ab0beeda061fcd265fd7ff19d38c46b446630cce3618a3fcec566b32c6a
Git blob SHA	e70cf92d7e4595c7e8764d81cea2cfe039f1782f
Reading-copy SHA-256	af4e7ab0beeda061fcd265fd7ff19d38c46b446630cce3618a3fcec566b32c6a

Original source ↗

Every recorded occurrence

These 35 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/platform/extraction/deterministic_test.go	feature/opportunity-to-outcome	720d47fae476b0d38477ae4401697d372b1ea2bc	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	per-tenant-routing	9bde0f9a74b89d01980fa658e5253acda7528d0c	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	collision-deconfliction	4ee5a09972608ed89f8377c6665542d5f450f0a6	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	ws6-retrieval	6c56e29231ec05735927fa265c97d517499dfeaf	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	workstream-a-shared-core	e0de03ac3a1ec826bd15d0e048e3b02baa23eeff	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	m5-price-to-win	41000ad30fff4129fdaf5ec84e15ba14c27d4890	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	workstream-c-slatematch	5cd60c918301b46ecd6ed3e03e20c395da0062e2	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	ws1-ontology-sync	b596f449a32a1016fbd403c36505cc00a1ac9ee6	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	master	1e9249840a4302ec82e123b9c9cb6f75badea3e4	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	ws8-teaching-loop	c823f0fb6bb2aba0f39001eb6de96f4000d9321f	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	w3-ai-staffing-recommendations	43d56387270ef4da4cabd794d97ca6a49909bc7d	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	mag-substrate	b82c7100a492dec67dfd1eda6b3f53def859be35	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	ws3-clearance	4b8e7ce594c068621867f9c9deed0ec64ae6c553	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	workstream-d-command-center	255e7d1d420abf5e277d0cd8c9b14f6f72b6acb9	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	phase2-eval-fairness	d361af254701975fe239927656ababb56374655e	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	workstream-e-dataflow-deploy	433815a042f9741411e60fa553fe72143e9b10db	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	ruthless-debug-sweep	b7d742f8f032984be3817efffa3eb8b13b651c1f	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	time-to-fill-survival	b66e1e505863d4f17741a4b9ede73509e45bd6c6	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	ai-intelligence-layer	5d5ddff70393a197c5f54a45280bb5dd42b24755	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	graphrag-foundation	b0ddeb9f633fd138d09309d1a17b7d13bc3a67f7	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	workstream-a-opportunity-intelligence	1675031db74316e100782d063e9eda1a597fe3a1	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	deploy-and-ops	bdacd9d0b4d5998d25fc74bf4007f4c3ec538c7a	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	ws9-bench-ingestion	f585a9ef32fa554663ce1fba9a414a54b6e49cf0	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	ws2-alias-relationship	e4dada4601c6eb101830f9d223a9655dfa120616	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	presentation-readiness	eb574acaa29d71ce4d0f852572e87c275c79fdb7	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	vendor-intelligence	fe9796a19c261951d3f2565206c0c1b5ac294465	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	workstream-b-screenmatch	09015496d565a172bcaa15cfe9a8e4b072b13df0	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	ws7-federal-signal	6a9f6ce9cfb13345ffb47770d4960e7c2d9c17c2	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	workstream-e-commercial-stubs	4437da660539284a400ee380b9b427a300c369ee	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	ai-brain-live	aac32fc49c878cc5bca099459307611562d0bac1	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	workstream-d-missionmatch	3be46ba89edb737182075a2b320509b42dc916f8	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	phase2-connectors	e038d4c687aec16f8bd9bc4d907eea14d91f8704	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	workstream-b-sam-contract-awards	d5101cceb98e70000cebb31d3e7ac73d747d3a6d	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	feature/aioe-upgrade	2178e7298d0e5d9af83afa12402fd587f0ba6ed8	Open original
Janady13/missionmatch / internal/platform/extraction/deterministic_test.go	capture-readiness	bae6af7cb2997e819174a9e9cfff5e16067a1975	Open original

Recovered source transcript

Download complete source text ↓169 lines · 6.2 KB

package extraction

import (
	"context"
	"slices"
	"testing"
)

func TestExtractResumeClearance(t *testing.T) {
	ex := NewDeterministic()
	cases := []struct {
		name       string
		text       string
		wantLevel  string
		wantPoly   string
		wantActive bool
	}{
		{"ts sci slash active", "Active TS/SCI with full scope poly", "ts_sci", "full_scope", true},
		{"ts sci spaced", "Holds TS SCI clearance", "ts_sci", "", true},
		{"top secret only", "Top Secret clearance, CI poly", "top_secret", "ci", true},
		{"secret", "Secret clearance, 10 years", "secret", "", true},
		{"confidential", "Confidential clearance", "confidential", "", true},
		{"expired vetoes active", "TS/SCI clearance expired in 2019", "ts_sci", "", false},
		{"none", "Software engineer with no clearance listed here", "", "", false},
	}
	for _, tc := range cases {
		t.Run(tc.name, func(t *testing.T) {
			rx, err := ex.ExtractResume(context.Background(), tc.text)
			if err != nil {
				t.Fatalf("ExtractResume: %v", err)
			}
			if rx.ClearanceLevel != tc.wantLevel {
				t.Errorf("level: got %q want %q", rx.ClearanceLevel, tc.wantLevel)
			}
			if rx.ClearancePoly != tc.wantPoly {
				t.Errorf("poly: got %q want %q", rx.ClearancePoly, tc.wantPoly)
			}
			if rx.ClearanceActive != tc.wantActive {
				t.Errorf("active: got %v want %v", rx.ClearanceActive, tc.wantActive)
			}
		})
	}
}

func TestTopSecretIsNotDowngradedToSecret(t *testing.T) {
	rx, _ := NewDeterministic().ExtractResume(context.Background(), "Top Secret clearance held since 2015")
	if rx.ClearanceLevel != "top_secret" {
		t.Fatalf("expected top_secret, got %q (secret is a substring of top secret, order must guard it)", rx.ClearanceLevel)
	}
}

func TestExtractResumeSkillsCertsAgenciesYears(t *testing.T) {
	text := `Jane Q Operator
Honolulu, HI
Senior Cyber Engineer with 12 years of experience supporting the Air Force and DISA.
Skills: Python, AWS, Kubernetes, Splunk, Incident Response, RMF.
Certifications: CISSP, CompTIA Security+.`
	rx, err := NewDeterministic().ExtractResume(context.Background(), text)
	if err != nil {
		t.Fatalf("ExtractResume: %v", err)
	}
	if rx.YearsExperience != 12 {
		t.Errorf("years: got %d want 12", rx.YearsExperience)
	}
	if rx.Location != "Honolulu, HI" {
		t.Errorf("location: got %q want %q", rx.Location, "Honolulu, HI")
	}
	if rx.FullName != "Jane Q Operator" {
		t.Errorf("name: got %q want %q", rx.FullName, "Jane Q Operator")
	}
	for _, want := range []string{"Python", "AWS", "Kubernetes", "Splunk", "Incident Response", "RMF"} {
		if !slices.Contains(rx.Skills, want) {
			t.Errorf("skills missing %q; got %v", want, rx.Skills)
		}
	}
	for _, want := range []string{"CISSP", "CompTIA Security+"} {
		if !slices.Contains(rx.Certifications, want) {
			t.Errorf("certs missing %q; got %v", want, rx.Certifications)
		}
	}
	for _, want := range []string{"Air Force", "DISA"} {
		if !slices.Contains(rx.Agencies, want) {
			t.Errorf("agencies missing %q; got %v", want, rx.Agencies)
		}
	}
	if !rx.HasSignal() {
		t.Error("expected HasSignal true for a rich resume")
	}
}

func TestExtractRequirementFromJD(t *testing.T) {
	jd := `Cyber Engineer, requires an active Secret clearance and 8 years of experience.
Required skills: Python, AWS, Splunk. Supporting the Space Force.`
	rx, err := NewDeterministic().ExtractRequirement(context.Background(), jd)
	if err != nil {
		t.Fatalf("ExtractRequirement: %v", err)
	}
	if rx.ClearanceLevel != "secret" {
		t.Errorf("required level: got %q want secret", rx.ClearanceLevel)
	}
	if rx.YearsExperience != 8 {
		t.Errorf("required years: got %d want 8", rx.YearsExperience)
	}
	if !slices.Contains(rx.Agencies, "Space Force") {
		t.Errorf("agencies missing Space Force; got %v", rx.Agencies)
	}
	for _, want := range []string{"Python", "AWS", "Splunk"} {
		if !slices.Contains(rx.Skills, want) {
			t.Errorf("required skills missing %q; got %v", want, rx.Skills)
		}
	}
}

// TestSkillBoundaryMatching covers the word boundary fix: Java is detected in the dominant comma,
// period, and newline separated forms, is NOT confused with JavaScript, and common English words no
// longer false positive the ATO acronym.
func TestSkillBoundaryMatching(t *testing.T) {
	ex := NewDeterministic()
	javaForms := []string{
		"Skills: Python, Java, AWS",
		"Languages:\nJava\nPython",
		"Proficient in Java.",
		"Java/Spring developer",
	}
	for _, text := range javaForms {
		rx, _ := ex.ExtractResume(context.Background(), text)
		if !slices.Contains(rx.Skills, "Java") {
			t.Errorf("Java not detected in %q; got %v", text, rx.Skills)
		}
	}
	// JavaScript must not yield the Java skill.
	rx, _ := ex.ExtractResume(context.Background(), "Senior JavaScript engineer building JavaScript apps")
	if slices.Contains(rx.Skills, "Java") {
		t.Errorf("JavaScript text wrongly yielded the Java skill: %v", rx.Skills)
	}
	if !slices.Contains(rx.Skills, "JavaScript") {
		t.Errorf("JavaScript not detected; got %v", rx.Skills)
	}
	// Common English words must not false positive the ATO acronym.
	rx, _ = ex.ExtractResume(context.Background(), "I love potato salad and staccato music, 5 years as a chef")
	if slices.Contains(rx.Skills, "ATO") {
		t.Errorf("potato/staccato wrongly yielded the ATO skill: %v", rx.Skills)
	}
	// The real ATO acronym is still detected.
	rx, _ = ex.ExtractResume(context.Background(), "Led the ATO package and the system authority to operate")
	if !slices.Contains(rx.Skills, "ATO") {
		t.Errorf("ATO acronym not detected; got %v", rx.Skills)
	}
}

// TestLocationRejectsRoleFragments covers the USPS state validation: a real location is kept and a
// "Word, XX" role or org fragment is rejected.
func TestLocationRejectsRoleFragments(t *testing.T) {
	ex := NewDeterministic()
	if rx, _ := ex.ExtractResume(context.Background(), "Manager, HR and Director, VP at a firm in Honolulu, HI"); rx.Location != "Honolulu, HI" {
		t.Errorf("location: got %q want Honolulu, HI (role fragments must be rejected)", rx.Location)
	}
	if rx, _ := ex.ExtractResume(context.Background(), "Senior Engineer, IT with no location listed"); rx.Location != "" {
		t.Errorf("location: got %q want empty (IT is not a state)", rx.Location)
	}
}

func TestEmptyTextHasNoSignal(t *testing.T) {
	rx, _ := NewDeterministic().ExtractResume(context.Background(), "   \n  hello world  \n")
	if rx.HasSignal() {
		t.Fatalf("expected no signal from junk text, got %+v", rx)
	}
}