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v2.2.2

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Signed-off-by: TIANHE <TIANHE@GMAIL.COM>
This commit is contained in:
TIANHE
2026-03-01 03:59:55 +08:00
parent a6ea4d967c
commit d60409f7f8
3 changed files with 48 additions and 21 deletions
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backend_api_python/app/routes/polymarket.py
+15 -8
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@@ -160,13 +160,20 @@ def get_markets():
opportunity_markets = markets[:min(limit, len(markets))]
# 排序和筛选
# 辅助函数：安全获取 ai_analysis 数据（处理 None 情况）
def safe_get_ai_analysis(market, key, default=0):
ai_analysis = market.get('ai_analysis')
if ai_analysis is None:
return default
return ai_analysis.get(key, default) or default
if sort_by == "ai_score":
# 按AI机会评分排序（高概率/高回报比优先）
opportunity_markets.sort(
key=lambda x: (
x.get('ai_analysis', {}).get('opportunity_score', 0) or 0,
abs(x.get('ai_analysis', {}).get('divergence', 0) or 0), # 差异越大越好
x.get('ai_analysis', {}).get('confidence_score', 0) or 0 # 置信度越高越好
safe_get_ai_analysis(x, 'opportunity_score', 0),
abs(safe_get_ai_analysis(x, 'divergence', 0)), # 差异越大越好
safe_get_ai_analysis(x, 'confidence_score', 0) # 置信度越高越好
),
reverse=True
)
@@ -174,8 +181,8 @@ def get_markets():
# 高概率机会：AI预测概率 > 市场概率 + 10%
opportunity_markets.sort(
key=lambda x: (
x.get('ai_analysis', {}).get('ai_predicted_probability', 0) or 0,
x.get('ai_analysis', {}).get('confidence_score', 0) or 0
safe_get_ai_analysis(x, 'ai_predicted_probability', 0),
safe_get_ai_analysis(x, 'confidence_score', 0)
),
reverse=True
)
@@ -183,9 +190,9 @@ def get_markets():
# 高回报比机会：AI与市场差异大且置信度高
opportunity_markets.sort(
key=lambda x: (
abs(x.get('ai_analysis', {}).get('divergence', 0) or 0) *
(x.get('ai_analysis', {}).get('confidence_score', 0) or 0) / 100,
x.get('ai_analysis', {}).get('opportunity_score', 0) or 0
abs(safe_get_ai_analysis(x, 'divergence', 0)) *
safe_get_ai_analysis(x, 'confidence_score', 0) / 100,
safe_get_ai_analysis(x, 'opportunity_score', 0)
),
reverse=True
)