Profeto Agent
835d7217d0
后端： - settle_prediction 拒绝 degraded/failed（明确错误信息） - get_eval_summary 支持 provider/model/prompt_version/mode 筛选 - 返回 filtered_settled/evaluated/skipped_degraded 等计数 - matches 游标分页方向修复（scheduled ASC 用 > 条件） - available_at 加 2h 缓冲（近似完赛时间） - bzzziro 统计字段映射注释（待真实响应验证） - injuries 区分 no_local_data 与 success 空名单 前端： - 新增 EvalPage（筛选控件 + 汇总卡片 + 准确率表格） - 挂载 /admin/eval 路由与导航 测试： - test_matches_cursor.py：游标方向 - test_available_at.py：2h 缓冲与回测防泄漏 - test_bzzoirot_stats.py：统计字段映射 - test_injuries_no_local_data.py：no_local_data vs success - test_injuries_inserted_count.py：失败批不计入 - test_eval_excludes_degraded.py：degraded 排除准确率
214 lines
7.1 KiB
Python
214 lines
7.1 KiB
Python
"""回归测试: bzzoiro 采集链路统计字段映射。
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⚠️ 重要说明:
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当前字段名基于常见足球 API 模式推测,未经真实 bzzoiro 响应校验。
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以下测试验证的是「若真实字段与推测一致,映射应正确」的假设。
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待用户提供真实 event 样例后,需核对并修正以下字段名:
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- 射门: home_shots / away_shots
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- 射正: home_shots_on_target / away_shots_on_target
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- 角球: home_corners / away_corners
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- 控球: home_possession
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- xG: home_xg / away_xg
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- 黄牌: home_yellow_cards / away_yellow_cards
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- 红牌: home_red_cards / away_red_cards
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"""
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from __future__ import annotations
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from datetime import datetime, timezone
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import pytest
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from src.data.normalize import NormalizedMatch, normalize_bzzoiro
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class TestNormalizeBzzoirotStats:
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"""normalize_bzzoiro 应正确映射统计字段(基于推测字段名)。"""
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def test_maps_shots(self):
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"""API 提供 shots 字段时应正确映射。"""
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raw = {
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"event_date": "2026-01-15T15:00:00Z",
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"status": "finished",
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"home_team": "Man City",
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"away_team": "Man United",
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"home_score": 2,
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"away_score": 1,
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"home_shots": 15,
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"away_shots": 8,
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"home_shots_on_target": 6,
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"away_shots_on_target": 3,
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}
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m = normalize_bzzoiro(raw, "E0")
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assert m is not None
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assert m.home_shots == 15
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assert m.away_shots == 8
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assert m.home_shots_on_target == 6
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assert m.away_shots_on_target == 3
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def test_maps_corners(self):
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"""API 提供 corners 字段时应正确映射。"""
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raw = {
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"event_date": "2026-01-15T15:00:00Z",
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"status": "finished",
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"home_team": "Liverpool",
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"away_team": "Chelsea",
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"home_score": 1,
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"away_score": 1,
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"home_corners": 7,
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"away_corners": 4,
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}
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m = normalize_bzzoiro(raw, "E0")
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assert m is not None
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assert m.home_corners == 7
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assert m.away_corners == 4
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def test_maps_possession(self):
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"""API 提供 possession 字段时应正确映射。"""
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raw = {
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"event_date": "2026-01-15T15:00:00Z",
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"status": "finished",
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"home_team": "Barcelona",
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"away_team": "Real Madrid",
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"home_score": 2,
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"away_score": 0,
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"home_possession": 62.5,
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}
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m = normalize_bzzoiro(raw, "SP1")
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assert m is not None
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assert m.home_possession == 62.5
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def test_maps_xg(self):
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"""API 提供 xG 字段时应正确映射。"""
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raw = {
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"event_date": "2026-01-15T15:00:00Z",
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"status": "finished",
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"home_team": "Bayern",
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"away_team": "Dortmund",
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"home_score": 3,
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"away_score": 1,
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"home_xg": 2.5,
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"away_xg": 0.8,
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}
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m = normalize_bzzoiro(raw, "D1")
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assert m is not None
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assert m.home_xg == 2.5
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assert m.away_xg == 0.8
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def test_maps_cards(self):
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"""API 提供 cards 字段时应正确映射。"""
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raw = {
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"event_date": "2026-01-15T15:00:00Z",
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"status": "finished",
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"home_team": "Arsenal",
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"away_team": "Tottenham",
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"home_score": 1,
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"away_score": 0,
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"home_yellow_cards": 2,
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"away_yellow_cards": 3,
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"home_red_cards": 0,
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"away_red_cards": 1,
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}
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m = normalize_bzzoiro(raw, "E0")
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assert m is not None
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assert m.home_yellow_cards == 2
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assert m.away_yellow_cards == 3
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assert m.home_red_cards == 0
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assert m.away_red_cards == 1
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def test_missing_stats_stay_none(self):
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"""API 没有统计字段时应保持 None,不伪造。"""
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raw = {
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"event_date": "2026-01-15T15:00:00Z",
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"status": "finished",
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"home_team": "A",
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"away_team": "B",
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"home_score": 1,
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"away_score": 0,
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}
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m = normalize_bzzoiro(raw, "E0")
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assert m is not None
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# 无比分数据时不应有统计字段
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assert m.home_shots is None
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assert m.away_shots is None
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assert m.home_xg is None
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assert m.away_xg is None
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assert m.home_possession is None
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assert m.home_corners is None
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def test_alternative_field_names(self):
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"""API 使用替代字段名时也应正确映射。"""
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raw = {
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"event_date": "2026-01-15T15:00:00Z",
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"status": "finished",
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"home_team": "A",
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"away_team": "B",
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"home_score": 1,
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"away_score": 0,
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"shots_home": 12,
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"shots_away": 6,
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"sot_home": 5,
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"sot_away": 2,
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"corners_home": 8,
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"corners_away": 3,
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"xg_home": 1.8,
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"xg_away": 0.5,
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}
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m = normalize_bzzoiro(raw, "E0")
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assert m is not None
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assert m.home_shots == 12
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assert m.away_shots == 6
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assert m.home_shots_on_target == 5
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assert m.away_shots_on_target == 2
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assert m.home_corners == 8
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assert m.away_corners == 3
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assert m.home_xg == 1.8
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assert m.away_xg == 0.5
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class TestIngestionCondition:
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"""入库条件应不再强制要求 xG。"""
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def test_any_stat_field_triggers_stats_creation(self):
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"""任一统计字段存在即可触发 MatchStats 创建。"""
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# 模拟 normalize 后的结果
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nm = NormalizedMatch(
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league_type="E0",
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date=datetime(2026, 1, 15, 15, 0, tzinfo=timezone.utc),
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home_team="A",
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away_team="B",
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match_status="finished",
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home_goals=1,
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away_goals=0,
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# 只有 shots,无 xG
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home_shots=10,
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away_shots=5,
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)
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# 验证:任一统计字段存在
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has_stats = (
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nm.home_xg is not None or nm.away_xg is not None
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or nm.home_shots is not None or nm.away_shots is not None
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or nm.home_corners is not None or nm.away_corners is not None
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or nm.home_possession is not None
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)
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assert has_stats is True, "有 shots 时应视为有统计数据"
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def test_no_stats_means_no_match_stats(self):
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"""没有任何统计字段时不应创建 MatchStats。"""
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nm = NormalizedMatch(
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league_type="E0",
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date=datetime(2026, 1, 15, 15, 0, tzinfo=timezone.utc),
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home_team="A",
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away_team="B",
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match_status="finished",
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home_goals=1,
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away_goals=0,
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)
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has_stats = (
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nm.home_xg is not None or nm.away_xg is not None
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or nm.home_shots is not None or nm.away_shots is not None
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or nm.home_corners is not None or nm.away_corners is not None
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or nm.home_possession is not None
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)
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assert has_stats is False, "无统计字段时不应创建 MatchStats"
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