Spaces:
Sleeping
Sleeping
Create rag/ingest.py
Browse files- rag/ingest.py +90 -0
rag/ingest.py
ADDED
|
@@ -0,0 +1,90 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import io, os, re, zipfile, requests, datetime
|
| 2 |
+
import fitz # PyMuPDF
|
| 3 |
+
from tqdm import tqdm
|
| 4 |
+
from app.config import settings
|
| 5 |
+
from app.deps import add_to_index
|
| 6 |
+
|
| 7 |
+
EDINET_LIST = "https://api.edinet-fsa.go.jp/api/v2/documents.json"
|
| 8 |
+
EDINET_GET = "https://api.edinet-fsa.go.jp/api/v2/documents/{doc_id}"
|
| 9 |
+
|
| 10 |
+
# 公式仕様: 書類一覧APIは ?date=YYYY-MM-DD&type=2&Subscription-Key=APIキー
|
| 11 |
+
# 取得APIは /documents/{docID}?type=2(PDFなど)&Subscription-Key=APIキー。:contentReference[oaicite:4]{index=4}
|
| 12 |
+
|
| 13 |
+
def list_edinet(date: str):
|
| 14 |
+
params = {"date": date, "type": 2, "Subscription-Key": settings.EDINET_API_KEY}
|
| 15 |
+
r = requests.get(EDINET_LIST, params=params, timeout=60)
|
| 16 |
+
r.raise_for_status()
|
| 17 |
+
js = r.json()
|
| 18 |
+
return js.get("results", [])
|
| 19 |
+
|
| 20 |
+
def download_edinet_pdf(doc_id: str) -> bytes:
|
| 21 |
+
params = {"type": 2, "Subscription-Key": settings.EDINET_API_KEY} # 2 = PDF
|
| 22 |
+
url = EDINET_GET.format(doc_id=doc_id)
|
| 23 |
+
r = requests.get(url, params=params, timeout=120)
|
| 24 |
+
r.raise_for_status()
|
| 25 |
+
# 返り値はZIPのこともある。PDFが単体/複数含まれるので展開して結合
|
| 26 |
+
content = r.content
|
| 27 |
+
try:
|
| 28 |
+
with zipfile.ZipFile(io.BytesIO(content)) as zf:
|
| 29 |
+
pdf_bytes = b""
|
| 30 |
+
for name in zf.namelist():
|
| 31 |
+
if name.lower().endswith(".pdf"):
|
| 32 |
+
pdf_bytes += zf.read(name)
|
| 33 |
+
if not pdf_bytes:
|
| 34 |
+
# XBRLやCSVのみ等のケースはスキップ
|
| 35 |
+
return b""
|
| 36 |
+
return pdf_bytes
|
| 37 |
+
except zipfile.BadZipFile:
|
| 38 |
+
# 直接PDFが返るケース
|
| 39 |
+
return content
|
| 40 |
+
|
| 41 |
+
def pdf_to_text(pdf_bytes: bytes) -> str:
|
| 42 |
+
text_all = []
|
| 43 |
+
with fitz.open(stream=pdf_bytes, filetype="pdf") as doc:
|
| 44 |
+
for page in doc:
|
| 45 |
+
text_all.append(page.get_text("text"))
|
| 46 |
+
return "\n".join(text_all)
|
| 47 |
+
|
| 48 |
+
def chunk_text(text: str, max_chars=1000, overlap=150):
|
| 49 |
+
text = re.sub(r"\s+", " ", text).strip()
|
| 50 |
+
chunks = []
|
| 51 |
+
i = 0
|
| 52 |
+
while i < len(text):
|
| 53 |
+
chunk = text[i:i+max_chars]
|
| 54 |
+
chunks.append(chunk)
|
| 55 |
+
i += max_chars - overlap
|
| 56 |
+
return chunks
|
| 57 |
+
|
| 58 |
+
def build_source_url(doc_id: str) -> str:
|
| 59 |
+
# APIキー露出を避けるため、自前プロキシURLにする(/proxy/edinet/{doc_id})
|
| 60 |
+
return f"/proxy/edinet/{doc_id}?type=pdf"
|
| 61 |
+
|
| 62 |
+
def ingest_edinet_for_company(edinet_code: str, date: str):
|
| 63 |
+
recs = []
|
| 64 |
+
for row in list_edinet(date):
|
| 65 |
+
if row.get("edinetCode") != edinet_code:
|
| 66 |
+
continue
|
| 67 |
+
if row.get("pdfFlag") != "1":
|
| 68 |
+
continue
|
| 69 |
+
doc_id = row["docID"]
|
| 70 |
+
pdf = download_edinet_pdf(doc_id)
|
| 71 |
+
if not pdf:
|
| 72 |
+
continue
|
| 73 |
+
text = pdf_to_text(pdf)
|
| 74 |
+
for j, chunk in enumerate(chunk_text(text)):
|
| 75 |
+
recs.append({
|
| 76 |
+
"text": chunk,
|
| 77 |
+
"source_url": build_source_url(doc_id),
|
| 78 |
+
"title": row.get("docDescription", ""),
|
| 79 |
+
"doc_id": doc_id,
|
| 80 |
+
"chunk_id": f"{doc_id}-{j:04d}"
|
| 81 |
+
})
|
| 82 |
+
if recs:
|
| 83 |
+
add_to_index(recs)
|
| 84 |
+
return len(recs)
|
| 85 |
+
|
| 86 |
+
# --- TDnet(任意: 有料API or RSSフォールバック) ---
|
| 87 |
+
def ingest_tdnet_by_rss(sec_code: str):
|
| 88 |
+
# JPX公式TDnet APIは有料。契約がない場合は外部RSS等で代替取得に留める。:contentReference[oaicite:5]{index=5}
|
| 89 |
+
# 実装は必要に応じて追加(MVPではEDINET中心で十分)
|
| 90 |
+
return 0
|