VacatureRadar/tests/unit/test_employer_resolution.py

from __future__ import annotations

from datetime import UTC, datetime

import pytest

from apps.jobs.models import Employer, JobPosting
from apps.jobs.services.employer_resolution import resolve_direct_employer_match
from apps.jobs.services.normalization import CanonicalJobDraft
from apps.sources.models import Source


def _draft_for_test(job: JobPosting, **overrides) -> CanonicalJobDraft:
    values = {
        "source_url": "https://jobs.smartrecruiters.com/example/security-engineer",
        "canonical_url": "https://jobs.smartrecruiters.com/example/security-engineer",
        "external_id": "sr-security-123",
        "title": job.original_title,
        "normalized_title": job.normalized_title,
        "job_family": job.job_family,
        "employer_name": job.employer_name,
        "employer_domain": "jobs.example.org",
        "location_text": job.raw_location,
        "region": job.region,
        "municipality": job.municipality,
        "postal_code": job.postal_code,
        "country": job.country,
        "workplace_type": job.workplace_type,
        "employment_types": job.employment_types,
        "language": "nl",
        "description_html": "<p>Test</p>",
        "description_text": "test beschrijving",
        "date_posted": datetime(2026, 1, 10, tzinfo=UTC),
        "valid_through": datetime(2026, 6, 1, tzinfo=UTC),
        "compensation": {},
        "skills_required": [],
        "skills_preferred": [],
        "content_hash": job.content_hash,
        "canonical_key": "x" * 64,
        "evidence": [],
        "raw": {},
    }
    values.update(overrides)
    return CanonicalJobDraft(**values)


@pytest.mark.django_db
def test_resolver_merges_recruiter_alias_to_direct_source():
    employer = Employer.objects.create(
        name="Example IT",
        normalized_name="example it",
        domain="jobs.example.org",
    )
    JobPosting.objects.create(
        employer=employer,
        original_title="Security Engineer",
        normalized_title="security engineer",
        canonical_url="https://jobs.example.org/vacatures/security-engineer",
        canonical_key="a" * 64,
        job_family="security",
        content_hash="a" * 64,
        description_text="Security engineer voor beveiliging.",
        raw_location="Antwerpen",
        region="Antwerpen",
        municipality="Antwerpen",
        workplace_type=JobPosting.Workplace.HYBRID,
        employment_types=["full_time"],
        direct_employer=True,
    )
    source = Source.objects.create(
        name="SmartRecruiters",
        source_type=Source.Type.ATS,
        base_url="https://jobs.smartrecruiters.com/example",
        domain="jobs.smartrecruiters.com",
        status=Source.Status.ACTIVE,
        policy=Source.Policy.ALLOW,
    )
    # Use an existing direct employer job as the resolver target.
    target_job = JobPosting.objects.first()
    decision = resolve_direct_employer_match(
        _draft_for_test(target_job),
        source=source,
    )
    assert decision.job == target_job
    assert decision.reason == "resolved_direct_match"
    assert decision.canonical_url == "https://jobs.example.org/vacatures/security-engineer"


@pytest.mark.django_db
def test_resolver_flags_conflicting_location_for_review():
    employer = Employer.objects.create(
        name="Example IT",
        normalized_name="example it",
        domain="jobs.example.org",
    )
    JobPosting.objects.create(
        employer=employer,
        original_title="Security Engineer",
        normalized_title="security engineer",
        canonical_url="https://jobs.example.org/vacatures/security-engineer",
        canonical_key="b" * 64,
        job_family="security",
        content_hash="b" * 64,
        description_text="Security engineer voor beveiliging.",
        raw_location="Antwerpen",
        region="Antwerpen",
        municipality="Antwerpen",
        workplace_type=JobPosting.Workplace.HYBRID,
        employment_types=["full_time"],
        direct_employer=True,
    )
    source = Source.objects.create(
        name="SmartRecruiters",
        source_type=Source.Type.ATS,
        base_url="https://jobs.smartrecruiters.com/example",
        domain="jobs.smartrecruiters.com",
        status=Source.Status.ACTIVE,
        policy=Source.Policy.ALLOW,
    )
    decision = resolve_direct_employer_match(
        _draft_for_test(
            JobPosting.objects.first(),
            location_text="Gent",
            municipality="Gent",
            region="Oost-Vlaanderen",
        ),
        source=source,
    )
    assert decision.job is None
    assert decision.reason == "review_direct_conflict"


@pytest.mark.django_db
def test_resolver_keeps_candidate_unmerged_when_similarity_is_conservative():
    employer = Employer.objects.create(
        name="Example IT",
        normalized_name="example it",
        domain="jobs.example.org",
    )
    JobPosting.objects.create(
        employer=employer,
        original_title="Security Engineer",
        normalized_title="security engineer",
        canonical_url="https://jobs.example.org/vacatures/security-engineer",
        canonical_key="c" * 64,
        job_family="security",
        content_hash="c" * 64,
        description_text="Security engineer voor beveiliging.",
        raw_location="Antwerpen",
        region="Antwerpen",
        municipality="Antwerpen",
        workplace_type=JobPosting.Workplace.HYBRID,
        employment_types=["full_time"],
        direct_employer=True,
    )
    source = Source.objects.create(
        name="StaffingBoard",
        source_type=Source.Type.ATS,
        base_url="https://jobs.staffingboard.com/example",
        domain="jobs.staffingboard.com",
        status=Source.Status.ACTIVE,
        policy=Source.Policy.ALLOW,
    )
    decision = resolve_direct_employer_match(
        _draft_for_test(
            JobPosting.objects.first(),
            title="Data Analyst",
            normalized_title="data analyst",
            location_text="Brussel",
            employer_name="Another Employer",
            employer_domain="jobs.staffingboard.com",
        ),
        source=source,
    )
    assert decision.job is None
    assert decision.reason == "no_direct_resolution"