mirror of
https://github.com/primedigitaltech/market-assistant.git
synced 2026-07-22 16:11:38 +08:00
dd5fa8a407
- Add _comment_lines_with_product_context and build_comment_groups_llm_payload - build_comment_sentiment_llm_payload: lexicon on plain text, samples with 【细类｜SKU｜品名｜店铺】 prefix; jd_runner passes parallel attributed lines - Tighten §8.2/§8.5 prompts so negatives tie to shop + product; tests assert 店铺 Made-with: Cursor
223 lines
8.3 KiB
Python
223 lines
8.3 KiB
Python
"""结构化竞品摘要：空样本烟测（不依赖真实 run_dir CSV）。"""
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from __future__ import annotations
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import sys
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import tempfile
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from pathlib import Path
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from django.conf import settings
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from django.test import SimpleTestCase
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class BuildCompetitorBriefTests(SimpleTestCase):
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def test_empty_merged_json_safe(self) -> None:
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root = Path(settings.CRAWLER_JD_ROOT).resolve()
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if str(root) not in sys.path:
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sys.path.insert(0, str(root))
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import jd_competitor_report as jcr # noqa: WPS433
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with tempfile.TemporaryDirectory() as td:
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run_dir = Path(td)
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(run_dir / "pc_search_raw").mkdir(parents=True)
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out = jcr.build_competitor_brief(
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run_dir=run_dir,
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keyword="测试",
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merged_rows=[],
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search_export_rows=[],
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comment_rows=[],
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meta=None,
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)
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self.assertEqual(out["schema_version"], 1)
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self.assertEqual(out["scope"]["merged_sku_count"], 0)
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self.assertIsInstance(out["strategy_hints"], list)
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self.assertEqual(out["matrix_by_group"], [])
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self.assertTrue(out.get("matrix_compact_section"))
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self.assertIn("comment_sentiment_lexicon", out)
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self.assertEqual(out["comment_sentiment_lexicon"].get("text_units"), 0)
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import json
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json.dumps(out)
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def test_custom_focus_words_in_report_config(self) -> None:
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root = Path(settings.CRAWLER_JD_ROOT).resolve()
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if str(root) not in sys.path:
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sys.path.insert(0, str(root))
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import jd_competitor_report as jcr # noqa: WPS433
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with tempfile.TemporaryDirectory() as td:
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run_dir = Path(td)
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(run_dir / "pc_search_raw").mkdir(parents=True)
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out = jcr.build_competitor_brief(
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run_dir=run_dir,
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keyword="测试",
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merged_rows=[],
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search_export_rows=[],
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comment_rows=[
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{
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"tagCommentContent": "自定义词阿尔法出现两次 自定义词阿尔法",
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}
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],
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meta=None,
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report_config={"comment_focus_words": ["自定义词阿尔法"]},
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)
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words = {x["word"] for x in out["comment_focus_keywords"]}
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self.assertIn("自定义词阿尔法", words)
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def test_matrix_group_key_product_like_title_not_used_as_group(self) -> None:
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"""类目列误入商品标题时，勿当作「饼干」式细类名。"""
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root = Path(settings.CRAWLER_JD_ROOT).resolve()
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if str(root) not in sys.path:
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sys.path.insert(0, str(root))
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import jd_competitor_report as jcr # noqa: WPS433
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cat = "类目(leafCategory,cid3Name,catid)"
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prop = "规格属性(propertyList,color,catid,shortName)"
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title_row = {
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cat: "南纳香低gi大米10斤 GI值≤55（1 款）",
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prop: "",
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}
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self.assertEqual(
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jcr._competitor_matrix_group_key(title_row, catid_short={}),
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jcr._MATRIX_GROUP_LIST_PRODUCTLIKE_FALLBACK,
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)
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title_with_sn = {
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cat: "南纳香低gi大米10斤 GI值≤55",
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prop: "简称: 大米",
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}
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self.assertEqual(
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jcr._competitor_matrix_group_key(title_with_sn, catid_short={}),
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"大米",
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)
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low_gi_noodle = {cat: "低GI面条", prop: ""}
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self.assertEqual(
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jcr._competitor_matrix_group_key(low_gi_noodle, catid_short={}),
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"低GI面条",
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)
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def test_detail_empty_rows_excluded_from_matrix_groups(self) -> None:
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"""商详五项全空时不进入矩阵分组（避免仅凭列表类目硬分）。"""
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root = Path(settings.CRAWLER_JD_ROOT).resolve()
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if str(root) not in sys.path:
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sys.path.insert(0, str(root))
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import jd_competitor_report as jcr # noqa: WPS433
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cat = "类目(leafCategory,cid3Name,catid)"
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prop = "规格属性(propertyList,color,catid,shortName)"
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sku = "SKU(skuId)"
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title = "标题(wareName)"
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fail_row = {
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sku: "111",
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title: "仅列表有标题",
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cat: "99999",
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prop: "",
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"detail_brand": "",
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"detail_price_final": "",
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"detail_shop_name": "",
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"detail_category_path": "",
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"detail_product_attributes": "",
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}
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ok_row = {
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sku: "222",
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title: "有商详",
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cat: "饼干",
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prop: "",
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"detail_brand": "某品牌",
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"detail_price_final": "19.9",
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"detail_shop_name": "某店",
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"detail_category_path": "",
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"detail_product_attributes": "配料:小麦粉",
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}
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self.assertFalse(jcr._merged_row_has_detail_for_matrix(fail_row))
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self.assertTrue(jcr._merged_row_has_detail_for_matrix(ok_row))
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grouped = jcr._merged_rows_grouped_for_matrix([fail_row, ok_row])
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self.assertEqual(len(grouped), 1)
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self.assertEqual(grouped[0][1][0][sku], "222")
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m = jcr._sku_to_matrix_group_map([fail_row, ok_row], sku)
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self.assertEqual(m.get("111"), jcr._MATRIX_SKU_DETAIL_FAILED_BUCKET)
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self.assertNotEqual(m.get("222"), jcr._MATRIX_SKU_DETAIL_FAILED_BUCKET)
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def test_list_shop_mix_top_counts_sum_to_shop_rows(self) -> None:
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"""Top-N 截断时须带尾桶，否则饼图分母小于含店铺名行数、与 §4.2 表格不一致。"""
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root = Path(settings.CRAWLER_JD_ROOT).resolve()
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if str(root) not in sys.path:
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sys.path.insert(0, str(root))
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import jd_competitor_report as jcr # noqa: WPS433
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shop_k = "店铺名(shopName)"
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rows: list[dict[str, str]] = []
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rows.append({shop_k: "头部店", "SKU(skuId)": "1"})
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for i in range(50):
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rows.append({shop_k: f"小店{i}", "SKU(skuId)": str(i + 2)})
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mix = jcr._label_count_dicts_top_n_plus_other(
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jcr._structure_shops(rows, list_export=True),
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top_n=24,
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other_label="其他（Top24 以外店铺行数合计）",
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)
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self.assertEqual(sum(int(x["count"]) for x in mix), 51)
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self.assertTrue(
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any(
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(x.get("label") or "").startswith("其他（Top24")
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for x in mix
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),
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"长尾店铺应合并到「其他」尾桶",
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)
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def test_comment_lines_with_product_context_prefix(self) -> None:
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"""评价抽样须带细类/SKU/品名前缀，便于归因。"""
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root = Path(settings.CRAWLER_JD_ROOT).resolve()
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if str(root) not in sys.path:
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sys.path.insert(0, str(root))
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import jd_competitor_report as jcr # noqa: WPS433
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sku_h = "SKU(skuId)"
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title_h = "标题(wareName)"
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merged = [
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{
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sku_h: "100",
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title_h: "低GI全麦饼干1kg",
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"detail_brand": "B",
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"detail_price_final": "29",
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"detail_shop_name": "店",
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"detail_category_path": "a>饼干",
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"detail_product_attributes": "x",
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}
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]
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comments = [{"sku": "100", "tagCommentContent": "整体口感还差点意思"}]
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lines = jcr._comment_lines_with_product_context(
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comments, merged, sku_header=sku_h, title_h=title_h
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)
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self.assertEqual(len(lines), 1)
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self.assertIn("【细类：", lines[0])
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self.assertIn("SKU：100", lines[0])
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self.assertIn("品名：", lines[0])
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self.assertIn("店铺：", lines[0])
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self.assertIn("整体口感还差点意思", lines[0])
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fb = jcr._consumer_feedback_by_matrix_group(
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merged_rows=merged,
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comment_rows=comments,
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sku_header=sku_h,
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)
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pl = jcr.build_comment_groups_llm_payload(
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feedback_groups=fb,
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focus_words=("口感",),
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merged_rows=merged,
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sku_header=sku_h,
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title_h=title_h,
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)
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self.assertTrue(pl)
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snip = (pl[0].get("sample_text_snippets") or [""])[0]
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self.assertIn("SKU：100", snip)
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self.assertIn("店铺：", snip)
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self.assertIn("整体口感还差点意思", snip)
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