2026-05-12 19:40:31 +09:00
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import json
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from crawler_platform.app.config.loader import load_project_config
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from crawler_platform.app.core.database import models
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from crawler_platform.app.core.database.repository import KnowledgeRepository
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from crawler_platform.app.core.database.session import make_engine
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from crawler_platform.app.core.crawler.html_cleaner import clean_html_with_metadata
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from crawler_platform.app.core.extractor.base import (
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ExtractedClaim,
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ExtractedEntity,
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ExtractionPageContext,
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ExtractionBundle,
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)
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from crawler_platform.app.core.extractor.ai_provider import parse_json_content
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2026-05-13 19:57:34 +09:00
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from crawler_platform.app.core.extractor.ai_provider import LLMJsonExtractor
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2026-05-12 19:40:31 +09:00
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from crawler_platform.app.core.extractor.validation import attach_page_context, validate_extraction_bundle
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2026-05-13 19:57:34 +09:00
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from crawler_platform.app.domains.perfume.extractor import PerfumeRuleBasedExtractor
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2026-05-12 19:40:31 +09:00
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def test_cleaner_prefers_product_content_and_removes_boilerplate():
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html = """
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<html>
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<head><title>Sample Product</title></head>
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<body>
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<header>CAFE24 Login Cart Low price Product count</header>
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<nav>Home Board Event Shipping</nav>
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<main class="product-detail">
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<h1>Neroli Summer Eau de Parfum</h1>
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<p>Brand: Example Maison</p>
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<p>Top notes: Bergamot, Neroli</p>
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<p>Base notes: Musk</p>
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<p>Price $89</p>
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</main>
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<footer>Powered by CAFE24 Copyright Shipping Country List</footer>
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</body>
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</html>
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"""
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cleaned = clean_html_with_metadata(html)
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assert "Neroli Summer Eau de Parfum" in cleaned.text
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assert "Bergamot" in cleaned.text
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assert "CAFE24" not in cleaned.text
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assert "Low price" not in cleaned.text
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assert cleaned.page_type == "ProductPage"
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assert cleaned.extraction_status == "success"
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assert any(zone["zone_type"] == "product_detail" for zone in cleaned.source_zones)
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def test_cleaner_keeps_raw_and_clean_text_separate_with_noise_debug():
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html = """
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<html>
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<head><title>Sample Product</title></head>
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<body>
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<header>CAFE24 Login Cart Low price Product count</header>
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<main class="product-detail">
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<h1>Neroli Summer Eau de Parfum</h1>
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<p>Brand: Example Maison</p>
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<p>Top notes: Bergamot, Neroli</p>
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<p>Price $89</p>
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</main>
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<section class="shipping">Shipping delivery return exchange country list Korea USA Japan Canada</section>
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</body>
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</html>
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"""
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cleaned = clean_html_with_metadata(html, url="https://example.com/product/detail.html")
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assert "CAFE24" in cleaned.raw_text
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assert "CAFE24" not in cleaned.text
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assert "Shipping delivery" not in cleaned.text
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assert cleaned.clean_markdown
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assert cleaned.metadata["removed_noise_zones_count"] >= 1
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def test_cleaner_handles_empty_dom_attributes():
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html = """
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<html>
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<body>
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<div id class aria-label>
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<p>Brand: Example Maison</p>
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<p>Top notes: Bergamot, Neroli</p>
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</div>
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</body>
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</html>
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"""
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cleaned = clean_html_with_metadata(html)
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assert "Example Maison" in cleaned.text
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def test_cleaner_skips_decomposed_nodes_during_boilerplate_scan():
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from bs4 import BeautifulSoup
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soup = BeautifulSoup("<div id='footer'><span class='child'>x</span></div>", "html.parser")
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tag = soup.span
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assert tag is not None
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tag.decompose()
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from crawler_platform.app.core.crawler.html_cleaner import node_attr
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assert node_attr(tag, "class") == ""
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def test_validation_rejects_placeholders_and_marks_rule_candidates():
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config = load_project_config("configs/perfume_subscription.yaml")
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bundle = ExtractionBundle(
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entities=[
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ExtractedEntity("Brand", "CAFE24"),
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ExtractedEntity("Perfume", "Neroli Summer"),
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ExtractedEntity("Accord", "Green"),
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],
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claims=[
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ExtractedClaim("Neroli Summer", "Perfume", "hasBrand", "CAFE24", "Brand", evidence_text="Brand: CAFE24"),
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ExtractedClaim(
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"Neroli Summer",
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"Perfume",
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"hasTopNote",
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"Bergamot",
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"Note",
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evidence_text="Top notes: Bergamot",
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confidence=0.82,
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),
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ExtractedClaim("Neroli Summer", "Perfume", "hasAccord", "Green", "Accord", evidence_text="Accord: Green"),
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],
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extractor_name="perfume_rule_based",
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provider="rule_based",
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raw_output={},
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)
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result = validate_extraction_bundle(bundle, config)
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assert result.claim_status == "rule_candidate"
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assert [claim.object_name for claim in result.bundle.claims] == ["Bergamot"]
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assert all(claim.metadata["validation_status"] == "rule_candidate" for claim in result.bundle.claims)
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assert len(result.rejected_claims) == 2
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def test_validation_rejects_product_detail_claims_on_category_page_context():
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config = load_project_config("configs/perfume_subscription.yaml")
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bundle = ExtractionBundle(
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entities=[ExtractedEntity("Perfume", "Neroli Summer", evidence_text="Neroli Summer")],
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claims=[
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ExtractedClaim(
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"Neroli Summer",
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"Perfume",
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"hasPrice",
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object_value={"amount": 89, "currency": "USD"},
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evidence_text="Neroli Summer Price $89",
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)
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],
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extractor_name="llm_json_extractor",
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provider="lm_studio",
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raw_output={"extraction_mode": "primary"},
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)
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context = ExtractionPageContext(
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url="https://example.com/category/perfume",
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final_url="https://example.com/category/perfume",
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title="Perfume list",
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page_type="CategoryPage",
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clean_text="Neroli Summer Price $89",
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source_zones=[
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{
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"zone_type": "product_summary",
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"selector": ".product-list",
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"text": "Neroli Summer Price $89",
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"claim_allowed": True,
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}
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],
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)
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result = validate_extraction_bundle(attach_page_context(bundle, context), config)
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assert result.claim_status == "candidate_claim"
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assert result.bundle.claims == []
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assert result.rejected_claims[0]["reason"] == "predicate hasPrice is not allowed for page type CategoryPage"
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2026-05-13 19:57:34 +09:00
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def test_repository_persists_rule_candidates_without_merging_graph_relations():
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config = load_project_config("configs/perfume_subscription.yaml")
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engine = make_engine("sqlite:///:memory:")
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models.Base.metadata.create_all(engine)
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from sqlalchemy.orm import Session
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session = Session(engine)
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repo = KnowledgeRepository(session)
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project = repo.upsert_project(config)
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source = repo.get_source(project.id, "official_brand_site")
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page = repo.upsert_page(project.id, source.id, "https://example.com/product", "Product", 200, "Neroli Summer")
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bundle = ExtractionBundle(
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entities=[ExtractedEntity("Perfume", "Neroli Summer")],
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claims=[
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ExtractedClaim(
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"Neroli Summer",
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"Perfume",
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"hasTopNote",
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"Bergamot",
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"Note",
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evidence_text="Top notes: Bergamot",
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confidence=0.9,
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)
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],
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extractor_name="perfume_rule_based",
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provider="rule_based",
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raw_output={},
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)
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context = ExtractionPageContext(
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url="https://example.com/product",
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final_url="https://example.com/product",
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title="Product",
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page_type="ProductPage",
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clean_text="Neroli Summer\nTop notes: Bergamot",
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source_zones=[
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{
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"zone_type": "product_description",
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"selector": ".description",
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"text": "Top notes: Bergamot",
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"claim_allowed": True,
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}
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],
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)
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claims = repo.save_extraction_bundle(project.id, source, page, attach_page_context(bundle, context), config)
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session.commit()
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assert len(claims) == 1
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assert claims[0].status == "rule_candidate"
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assert session.query(models.Claim).count() == 1
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assert session.query(models.Entity).count() == 2
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assert session.query(models.ExtractionLog).count() == 1
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assert session.query(models.Relation).count() == 0
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session.close()
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def test_parse_json_content_accepts_markdown_fenced_json():
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raw = """```json
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{"entities": [], "claims": []}
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```"""
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assert parse_json_content(raw) == {"entities": [], "claims": []}
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2026-05-13 19:57:34 +09:00
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def test_lm_studio_extractor_merges_rule_claims_even_when_ai_claim_is_invalid():
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config = load_project_config("configs/perfume_subscription.yaml")
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class StubExtractor(LLMJsonExtractor):
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def complete_json(self, page_text, project_config, compact=False, context=None):
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return {
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"entities": [
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{
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"entity_type": "Brand",
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"name": "912",
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"attributes": {},
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"confidence": 0.9,
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"evidence_text": "912",
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}
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],
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"claims": [
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{
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"subject_name": "912",
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"subject_type": "Brand",
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"predicate": "hasBrand",
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"object_name": "912",
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"object_type": "Brand",
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"object_value": None,
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"evidence_text": "912",
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"evidence_summary": "bad self-brand claim",
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"confidence": 0.9,
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"confidence_reason": "stub",
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"source_zone": "product_title",
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}
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],
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}
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text = "Neroli Summer\nTop notes: Bergamot\nPrice $89"
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bundle = StubExtractor("perfume", "lm_studio", model="stub").extract(text, config)
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assert any(claim.predicate == "hasTopNote" for claim in bundle.claims)
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def test_the912_product_rule_fallback_uses_product_title_brand_and_price():
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config = load_project_config("configs/perfume_subscription.yaml")
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text = """
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새로운 향수의 시작, 클론 향수
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[2+1 기획] 912 클론 니치향수 모음 40ml
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4.8
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114,414
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일반 구매가격
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72,000원
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할인 적용금액
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37,000원
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최종 구매금액
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35,000원
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현재 위치
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전체 상품
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니치향수
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오드 퍼퓸
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"""
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bundle = PerfumeRuleBasedExtractor().extract(text, config)
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context = ExtractionPageContext(
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url="https://the912.co.kr/product/detail.html?product_no=513",
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final_url="https://the912.co.kr/product/detail.html?product_no=513",
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title="[2+1 기획] 912 클론 니치향수 모음 40ml - 912",
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page_type="ProductPage",
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clean_text=text,
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source_zones=[
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{
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"zone_type": "product_title",
|
|
|
|
|
"selector": "h1",
|
|
|
|
|
"text": "[2+1 기획] 912 클론 니치향수 모음 40ml",
|
|
|
|
|
"claim_allowed": True,
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"zone_type": "product_summary",
|
|
|
|
|
"selector": ".detail",
|
|
|
|
|
"text": "일반 구매가격\n72,000원\n할인 적용금액\n37,000원\n최종 구매금액\n35,000원",
|
|
|
|
|
"claim_allowed": True,
|
|
|
|
|
},
|
|
|
|
|
],
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
result = validate_extraction_bundle(attach_page_context(bundle, context), config)
|
|
|
|
|
predicates = {claim.predicate for claim in result.bundle.claims}
|
|
|
|
|
perfume_names = {entity.name for entity in result.bundle.entities if entity.entity_type == "Perfume"}
|
|
|
|
|
|
|
|
|
|
assert "[2+1 기획] 912 클론 니치향수 모음 40ml" in perfume_names
|
|
|
|
|
assert {"hasBrand", "hasPrice"} <= predicates
|
|
|
|
|
|
|
|
|
|
|
2026-05-12 19:40:31 +09:00
|
|
|
def test_parse_json_content_requires_structured_claim_schema():
|
|
|
|
|
raw = {
|
|
|
|
|
"entities": [
|
|
|
|
|
{
|
|
|
|
|
"entity_type": "Perfume",
|
|
|
|
|
"name": "Neroli Summer",
|
|
|
|
|
"attributes": {},
|
|
|
|
|
"confidence": 0.9,
|
|
|
|
|
"evidence_text": "Neroli Summer",
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
"claims": [
|
|
|
|
|
{
|
|
|
|
|
"subject_name": "Neroli Summer",
|
|
|
|
|
"subject_type": "Perfume",
|
|
|
|
|
"predicate": "hasTopNote",
|
|
|
|
|
"object_name": "Bergamot",
|
|
|
|
|
"object_type": "FragranceNote",
|
|
|
|
|
"object_value": None,
|
|
|
|
|
"evidence_text": "Top notes: Bergamot",
|
|
|
|
|
"evidence_summary": "explicit note listing",
|
|
|
|
|
"confidence": 0.9,
|
|
|
|
|
"confidence_reason": "directly stated",
|
|
|
|
|
"source_zone": "product_description",
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
parsed = parse_json_content(json.dumps(raw))
|
|
|
|
|
|
|
|
|
|
assert parsed["claims"][0]["source_zone"] == "product_description"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_parse_json_content_rejects_claim_without_evidence():
|
|
|
|
|
raw = {
|
|
|
|
|
"entities": [],
|
|
|
|
|
"claims": [
|
|
|
|
|
{
|
|
|
|
|
"subject_name": "Neroli Summer",
|
|
|
|
|
"subject_type": "Perfume",
|
|
|
|
|
"predicate": "hasTopNote",
|
|
|
|
|
"object_name": "Bergamot",
|
|
|
|
|
"object_type": "Note",
|
|
|
|
|
"object_value": None,
|
|
|
|
|
"evidence_text": "",
|
|
|
|
|
"evidence_summary": "missing evidence",
|
|
|
|
|
"confidence": 0.9,
|
|
|
|
|
"confidence_reason": "bad",
|
|
|
|
|
"source_zone": "product_description",
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
try:
|
|
|
|
|
parse_json_content(json.dumps(raw))
|
|
|
|
|
except ValueError as exc:
|
|
|
|
|
assert "schema_validation_failed" in str(exc)
|
|
|
|
|
else:
|
|
|
|
|
raise AssertionError("expected schema validation failure")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_repository_merges_only_validated_typed_claims_to_graph():
|
|
|
|
|
config = load_project_config("configs/perfume_subscription.yaml")
|
|
|
|
|
engine = make_engine("sqlite:///:memory:")
|
|
|
|
|
models.Base.metadata.create_all(engine)
|
|
|
|
|
|
|
|
|
|
from sqlalchemy.orm import Session
|
|
|
|
|
|
|
|
|
|
session = Session(engine)
|
|
|
|
|
repo = KnowledgeRepository(session)
|
|
|
|
|
project = repo.upsert_project(config)
|
|
|
|
|
source = repo.get_source(project.id, "official_brand_site")
|
|
|
|
|
page = repo.upsert_page(
|
|
|
|
|
project.id,
|
|
|
|
|
source.id,
|
|
|
|
|
"https://example.com/product/detail.html",
|
|
|
|
|
"Neroli Summer",
|
|
|
|
|
200,
|
|
|
|
|
"Neroli Summer\nTop notes: Bergamot",
|
|
|
|
|
)
|
|
|
|
|
bundle = ExtractionBundle(
|
|
|
|
|
entities=[
|
|
|
|
|
ExtractedEntity("Perfume", "Neroli Summer", evidence_text="Neroli Summer", confidence=0.9),
|
|
|
|
|
ExtractedEntity("FragranceNote", "Bergamot", evidence_text="Top notes: Bergamot", confidence=0.9),
|
|
|
|
|
],
|
|
|
|
|
claims=[
|
|
|
|
|
ExtractedClaim(
|
|
|
|
|
"Neroli Summer",
|
|
|
|
|
"Perfume",
|
|
|
|
|
"hasTopNote",
|
|
|
|
|
"Bergamot",
|
|
|
|
|
"FragranceNote",
|
|
|
|
|
evidence_text="Top notes: Bergamot",
|
|
|
|
|
confidence=0.92,
|
|
|
|
|
confidence_reason="directly stated",
|
|
|
|
|
)
|
|
|
|
|
],
|
|
|
|
|
extractor_name="llm_json_extractor",
|
|
|
|
|
provider="lm_studio",
|
|
|
|
|
raw_output={"extraction_mode": "primary"},
|
|
|
|
|
)
|
|
|
|
|
context = ExtractionPageContext(
|
|
|
|
|
url="https://example.com/product/detail.html",
|
|
|
|
|
final_url="https://example.com/product/detail.html",
|
|
|
|
|
title="Neroli Summer",
|
|
|
|
|
page_type="ProductPage",
|
|
|
|
|
clean_text="Neroli Summer\nTop notes: Bergamot",
|
|
|
|
|
source_zones=[
|
|
|
|
|
{
|
|
|
|
|
"zone_type": "product_description",
|
|
|
|
|
"selector": ".description",
|
|
|
|
|
"text": "Top notes: Bergamot",
|
|
|
|
|
"claim_allowed": True,
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
claims = repo.save_extraction_bundle(project.id, source, page, attach_page_context(bundle, context), config)
|
|
|
|
|
session.commit()
|
|
|
|
|
|
|
|
|
|
assert len(claims) == 1
|
|
|
|
|
assert claims[0].status == "validated_claim"
|
|
|
|
|
assert claims[0].metadata_json["graph_merge_status"] == "merged"
|
|
|
|
|
assert session.query(models.Relation).count() == 1
|
|
|
|
|
assert session.query(models.Entity).filter(models.Entity.entity_type == "Note").count() == 1
|
|
|
|
|
session.close()
|
