[2026-05-19] KIS API TR_ID 수정 — 외국인/기관 수급·업종 지수 API 교체

- get_foreign_institution_rank: FHKST04430000(없는 서비스) → FHPTJ04400000(foreign-institution-total)
- get_sector_trend: FHKST03010100(일봉 오용) → FHPUP02100000(inquire-index-price) 15개 업종 다중 호출
- 두 함수 모두 실거래 API 테스트 통과 확인

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

app/execution/kis_client.py

@@ -413,61 +413,86 @@ class KISClient:
         return result
 
     async def get_foreign_institution_rank(self, top_n: int = 30) -> Dict:
-        """외국인/기관 순매수 상위 (AI 판단용)"""
+        """외국인/기관 순매수 상위 (AI 판단용) — FHPTJ04400000"""
         data = await self._request(
             method = "GET",
-            path   = "/uapi/domestic-stock/v1/quotations/inquire-investor",
-            tr_id  = "FHKST04430000",
+            path   = "/uapi/domestic-stock/v1/quotations/foreign-institution-total",
+            tr_id  = "FHPTJ04400000",
             params = {
-                "FID_COND_MRKT_DIV_CODE": "J",
-                "FID_INPUT_ISCD"        : "0000",
-                "FID_INPUT_DATE_1"      : "",
-                "FID_INPUT_DATE_2"      : "",
-                "FID_PERIOD_DIV_CODE"   : "D",
+                "FID_COND_MRKT_DIV_CODE" : "J",
+                "FID_COND_SCR_DIV_CODE"  : "20171",
+                "FID_INPUT_ISCD"         : "0000",
+                "FID_DIV_CLS_CODE"       : "0",
+                "FID_BLNG_CLS_CODE"      : "0",
+                "FID_TRGT_CLS_CODE"      : "111111111",
+                "FID_TRGT_EXLS_CLS_CODE" : "000000",
+                "FID_INPUT_PRICE_1"      : "",
+                "FID_INPUT_PRICE_2"      : "",
+                "FID_VOL_CNT"            : "",
+                "FID_INPUT_DATE_1"       : "",
+                "FID_RANK_SORT_CLS_CODE" : "1",   # 순매수량 기준 정렬
+                "FID_ETC_CLS_CODE"       : "0",
             }
         )
         foreign = []
         institution = []
-        for row in data.get("output", [])[:top_n]:
-            entry = {
-                "ticker": row.get("mksc_shrn_iscd", ""),
-                "name"  : row.get("hts_kor_isnm", ""),
-                "amount": int(row.get("frgn_ntby_qty", "0")),
-            }
-            foreign.append(entry)
-            entry2 = {
-                "ticker": row.get("mksc_shrn_iscd", ""),
-                "name"  : row.get("hts_kor_isnm", ""),
-                "amount": int(row.get("orgn_ntby_qty", "0")),
-            }
-            institution.append(entry2)
+        for row in data.get("output", []):
+            ticker = row.get("mksc_shrn_iscd", "")
+            name   = row.get("hts_kor_isnm", "")
+            try:
+                frgn_qty = int(row.get("frgn_ntby_qty") or 0)
+            except (ValueError, TypeError):
+                frgn_qty = 0
+            try:
+                orgn_qty = int(row.get("orgn_ntby_qty") or 0)
+            except (ValueError, TypeError):
+                orgn_qty = 0
+            foreign.append({"ticker": ticker, "name": name, "amount": frgn_qty})
+            institution.append({"ticker": ticker, "name": name, "amount": orgn_qty})
 
         return {
             "foreign"    : sorted(foreign,     key=lambda x: x["amount"], reverse=True)[:top_n],
             "institution": sorted(institution, key=lambda x: x["amount"], reverse=True)[:top_n],
         }
 
+    # 업종코드 → 업종명 (KOSPI 주요 업종)
+    _SECTOR_CODES = [
+        ("0001", "KOSPI"),
+        ("0028", "반도체"),
+        ("0150", "2차전지"),
+        ("0018", "전기전자"),
+        ("0011", "의약품"),
+        ("0010", "화학"),
+        ("0016", "철강금속"),
+        ("0017", "기계"),
+        ("0006", "건설업"),
+        ("0027", "금융업"),
+        ("0026", "통신업"),
+        ("0020", "운수창고"),
+        ("0021", "유통업"),
+        ("0009", "음식료품"),
+        ("0024", "전기가스업"),
+    ]
+
     async def get_sector_trend(self) -> list:
-        """업종별 등락률 (AI 판단용)"""
-        data = await self._request(
-            method = "GET",
-            path   = "/uapi/domestic-stock/v1/quotations/inquire-daily-itemchartprice",
-            tr_id  = "FHKST03010100",
-            params = {
-                "FID_COND_MRKT_DIV_CODE": "U",  # 업종
-                "FID_INPUT_ISCD"        : "0001",
-                "FID_INPUT_DATE_1"      : "",
-                "FID_INPUT_DATE_2"      : "",
-                "FID_PERIOD_DIV_CODE"   : "D",
-                "FID_ORG_ADJ_PRC"       : "0",
-            }
-        )
+        """업종별 등락률 (AI 판단용) — FHPUP02100000 다중 호출"""
         result = []
-        for row in data.get("output1", []):
-            result.append({
-                "sector"    : row.get("hts_kor_isnm", ""),
-                "change_pct": float(row.get("prdy_ctrt", "0")),
-            })
+        for code, name in self._SECTOR_CODES:
+            try:
+                data = await self._request(
+                    method = "GET",
+                    path   = "/uapi/domestic-stock/v1/quotations/inquire-index-price",
+                    tr_id  = "FHPUP02100000",
+                    params = {
+                        "FID_COND_MRKT_DIV_CODE": "U",
+                        "FID_INPUT_ISCD"        : code,
+                    }
+                )
+                o = data.get("output", {})
+                change_pct = float(o.get("bstp_nmix_prdy_ctrt") or 0)
+                result.append({"sector": name, "change_pct": change_pct})
+            except Exception as e:
+                logger.warning(f"업종 지수 조회 실패 [{name}/{code}]: {e}")
         return result