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Create merge.py
Browse files- pipelines/merge.py +45 -0
pipelines/merge.py
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from typing import List, Dict
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import re
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def _period_key(item_text: str) -> str:
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m = re.search(r"(\d{4}[./年]\d{1,2})\s*[-〜~]\s*(\d{4}[./年]?\d{0,2}|現在|至今)?", item_text)
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return m.group(0) if m else item_text[:50]
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def merge_normalized_records(records: List[Dict]) -> Dict:
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merged = {"work_experience": [], "education": [], "certifications": [], "skills": [], "raw_sections": {}}
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seen_we, seen_edu, seen_cert, skill_set = set(), set(), set(), set()
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for r in records:
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for w in r.get("work_experience", []):
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key = _period_key(w.get("text", "")) + "|" + w.get("text", "")[:80]
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if key not in seen_we:
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seen_we.add(key)
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merged["work_experience"].append(w)
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for e in r.get("education", []):
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k = e.get("text", "")
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if k and k not in seen_edu:
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seen_edu.add(k)
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merged["education"].append(e)
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for c in r.get("certifications", []):
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k = c.get("text", "")
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if k and k not in seen_cert:
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seen_cert.add(k)
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merged["certifications"].append(c)
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for s in r.get("skills", []):
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if s:
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skill_set.add(s)
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for k, v in r.get("raw_sections", {}).items():
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merged["raw_sections"][k] = (merged["raw_sections"].get(k, "") + "\n" + v).strip()
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def _sort_key(w):
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m = re.search(r"(\d{4})([./年])(\d{1,2})", w.get("period", "") or w.get("text", ""))
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if m:
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try:
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return (-(int(m.group(1)) * 100 + int(m.group(3))), 0)
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except Exception:
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return (0, 1)
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return (0, 1)
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merged["work_experience"].sort(key=_sort_key)
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merged["skills"] = sorted(skill_set)
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return merged
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