phase 17: pass all tracked tickers to extractor, soften prompt for macro-to-company relevance
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from minio import Minio
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import os, json
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mc = Minio(os.environ["MINIO_ENDPOINT"], access_key=os.environ["MINIO_ACCESS_KEY"], secret_key=os.environ["MINIO_SECRET_KEY"], secure=False)
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raw_objs = list(mc.list_objects("stonks-llm-results", recursive=True))
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# Count companies found vs not found
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total = 0
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with_companies = 0
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empty_companies = 0
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wrong_tickers = 0
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our_tickers = {"AAPL","MSFT","NVDA","AMZN","GOOGL","JPM","JNJ","XOM","TSLA","META"}
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ticker_hits = {}
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for o in raw_objs:
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data = json.loads(mc.get_object("stonks-llm-results", o.object_name).read())
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if not data.get("success"):
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continue
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attempts = data.get("attempts", [])
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if not attempts:
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continue
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raw_out = attempts[-1].get("raw_output", "")
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try:
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parsed = json.loads(raw_out)
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companies = parsed.get("companies", [])
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total += 1
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if companies:
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with_companies += 1
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for c in companies:
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t = c.get("ticker", "")
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if t in our_tickers:
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ticker_hits[t] = ticker_hits.get(t, 0) + 1
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else:
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wrong_tickers += 1
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else:
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empty_companies += 1
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except:
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pass
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print(f"Total successful extractions: {total}")
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print(f" With companies: {with_companies}")
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print(f" Empty companies: {empty_companies}")
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print(f" Wrong/unknown tickers: {wrong_tickers}")
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print(f" Our ticker hits: {ticker_hits}")
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