phase 17: pass all tracked tickers to extractor, soften prompt for macro-to-company relevance

2026-04-12 09:18:08 -07:00
parent 59f89d03d2
commit 57d0fc7d33
6 changed files with 142 additions and 4 deletions
@@ -0,0 +1,33 @@
+from minio import Minio
+import os, json
+
+mc = Minio(os.environ["MINIO_ENDPOINT"], access_key=os.environ["MINIO_ACCESS_KEY"], secret_key=os.environ["MINIO_SECRET_KEY"], secure=False)
+
+# Get the most recent LLM results
+raw_objs = sorted(mc.list_objects("stonks-llm-results", recursive=True), key=lambda o: o.last_modified, reverse=True)
+
+for o in raw_objs[:3]:
+    data = json.loads(mc.get_object("stonks-llm-results", o.object_name).read())
+    attempts = data.get("attempts", [])
+    if not attempts:
+        continue
+    last = attempts[-1]
+    raw_out = last.get("raw_output", "")
+    ticker = o.object_name.split("/")[1]
+    doc_id = o.object_name.split("/")[-2]
+    
+    print(f"=== {ticker} / {doc_id[:8]} ===")
+    print(f"  success: {data.get('success')}")
+    print(f"  duration: {data.get('total_duration_ms')}ms")
+    
+    try:
+        parsed = json.loads(raw_out)
+        print(f"  summary: {parsed.get('summary', '')[:120]}")
+        print(f"  confidence: {parsed.get('confidence')}")
+        print(f"  companies: {len(parsed.get('companies', []))}")
+        print(f"  macro_themes: {parsed.get('macro_themes', [])}")
+        for c in parsed.get("companies", []):
+            print(f"    -> {c.get('ticker')} sent={c.get('sentiment')} impact={c.get('impact_score')} catalyst={c.get('catalyst_type')}")
+    except:
+        print(f"  raw output: {raw_out[:200]}")
+    print()