Created At: 2026-08-10T03:52:53Z
Completed At: 2026-08-10T03:52:55Z
The following changes were made by the multi_replace_file_content tool to: /home/hoon/kis_bot/kis_trader/network/ws_manager.py. If relevant, proactively run terminal commands to execute this code for the USER. Don't ask for permission.
[diff_block_start]
@@ -205,7 +205,7 @@
                     self.trigger_eval_recorder = None

             # 레거시: WS 3초 주기 덤프 (기본 OFF — filter_eval 판정 스냅 사용)
-            if get_env_bool("WS_ORDERBOOK_SAVE_ENABLED", False) or get_env_bool(
+            if get_env_bool("WS_ORDERBOOK_SAVE_KIWOOM", True) or get_env_bool("WS_ORDERBOOK_SAVE_KIS", False) or get_env_bool(
                 "WS_PROGRAM_SAVE_ENABLED", False,
             ):
                 try:
[diff_block_end]

Please note that the above snippet only shows the MODIFIED lines from the last change. It shows up to 3 lines of unchanged lines before and after the modified lines. The actual file contents may have many more lines not shown.


The following is an <EPHEMERAL_MESSAGE> not actually sent by the user. It is provided by the system as a set of reminders and general important information to pay attention to. Do NOT respond to this message, just act accordingly.

<EPHEMERAL_MESSAGE>
<planning_mode>
You're in planning mode. Exercise judgement on whether the user's last request warrants a plan and take action accordingly.
If the user's request warrants a plan then follow this workflow:
1. Research first before taking actions. Do not use your code editing tools or run modifying commands during this time.
2. Create an implementation plan artifact with `request_feedback = true` to request approval. Include any open questions for the user directly in the implementation plan. Don't use the ask_question tool to ask these questions. Stop calling tools and allow the user to review the plan and provide feedback or approval.
3. After receiving approval, begin execution. Create and update the task artifact as you work.
4. Verify any work that you have done.
5. Create a walkthrough artifact to present your work to the user. When writing artifacts, make sure to follow the artifact formatting guidelines and use github alerts to highlight critical sections.
If the user's request does NOT warrant a plan then continue your work WITHOUT making a plan or requesting user feedback.
</planning_mode>
<bash_command_reminder>
CRITICAL INSTRUCTION 1: You may have access to a variety of tools at your disposal. Some tools may be for a specific task such as 'view_file' (for viewing contents of a file). Others may be very broadly applicable such as the ability to run a command on a terminal. Always prioritize using the most specific tool you can for the task at hand. Here are some rules: (a) NEVER run cat inside a bash command to create a new file or append to an existing file. (b) ALWAYS use grep_search instead of running grep inside a bash command unless absolutely needed. (c) DO NOT use ls for listing, cat for viewing, grep for finding, sed for replacing. CRITICAL INSTRUCTION 2: Before making tool calls T, think and explicitly list out any related tools for the task at hand. You can only execute a set of tools T if all other tools in the list are either more generic or cannot be used for the task at hand. ALWAYS START your thought with recalling critical instructions 1 and 2. In particular, the format for the start of your thought block must be '...94>thought
CRITICAL INSTRUCTION 1: ...
CRITICAL INSTRUCTION 2: ...'.
</bash_command_reminder>
</EPHEMERAL_MESSAGE>


**Prioritizing Tool Specificity**

I'm focusing intently on tool selection to streamline my approach. I'm actively avoiding 'cat' for file manipulation, recognizing its inefficiency. Also, grep_search is the go-to alternative to embedded grep, except when it is absolutely required. Listing is being approached with a new and better perspective - I'm no longer reaching for "ls".


Created At: 2026-08-10T03:53:01Z
Completed At: 2026-08-10T03:53:01Z
File Path: `file:///home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py`
Total Lines: 1034
Total Bytes: 42462
Showing lines 750 to 780
The following code has been modified to include a line number before every line, in the format: <line_number>: <original_line>. Please note that any changes targeting the original code should remove the line number, colon, and leading space.
750:         help="목적함수: tail/breakout pnl|win_rate, momentum score|pnl|win_rate (미지정=전략 기본)",
751:     )
752:     add_search_filter_cli_args(parser)
753:     # Optuna: 탐색 중 승률·PF 게이트 OFF(0) — TPE가 PnL 차이를 학습. 사후 results_gated 로 후보 분리.
754:     _sw, _sp, _st = optuna_search_gate_defaults()
755:     parser.set_defaults(min_win_rate=_sw, min_pf=_sp, min_trades=_st)
756:     parser.add_argument(
757:         "--min_trades",
758:         default=_st,
759:         type=int,
760:         help=f"최소 거래 건수 (Optuna 기본 {_st}, Grid CLI 와 별개)",
761:     )
762:     parser.add_argument("--fallback-universe", action="store_true", dest="fallback_universe")
763:     parser.add_argument("--use-universe-history", action="store_true", dest="use_universe_history")
764:     parser.add_argument(
765:         "--universe-history-source",
766:         default=None,
767:         choices=["kiwoom", "ls"],
768:         dest="universe_history_source",
769:         help="이력 테이블: kiwoom=target_candidates_history, ls=ls_candidates_history "
770:              "(기본 env BACKTEST_UNIVERSE_HISTORY_SOURCE 또는 kiwoom)",
771:     )
772:     parser.add_argument(
773:         "--orderbook-filter", default="off", choices=["off", "on", "auto"],
774:         dest="orderbook_filter",
775:     )
776:     parser.add_argument(
777:         "--apply-best", action="store_true", dest="apply_best",
778:         help="탐색 후 best trial 을 env_config 에 반영",
779:     )
780:     parser.add_argument(
The above content does NOT show the entire file contents. If you need to view any lines of the file which were not shown to complete your task, call this tool again to view those lines.


param_search_optuna.py에 틱/호가 소스 파라미터 추가

Instruction: param_search_optuna.py의 argparse에 --tick-source와 --ob-source 인자를 추가합니다.

        help="이력 테이블: kiwoom=target_candidates_history, ls=ls_candidates_history "
             "(기본 env BACKTEST_UNIVERSE_HISTORY_SOURCE 또는 kiwoom)",
    )
    parser.add_argument(
        "--tick-source", default="", choices=["", "kis", "kiwoom"],
        dest="tick_source",
        help="틱 소스 필터 (기본 빈문자열 = 전체 검색)",
    )
    parser.add_argument(
        "--ob-source", default="", choices=["", "kis", "kiwoom", "kiwoom_0d"],
        dest="ob_source",
        help="호가 소스 필터 (기본 빈문자열 = 전체 검색)",
    )


Created At: 2026-08-10T03:53:09Z
Completed At: 2026-08-10T03:53:11Z
The following changes were made by the multi_replace_file_content tool to: /home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py. If relevant, proactively run terminal commands to execute this code for the USER. Don't ask for permission.
[diff_block_start]
@@ -767,9 +767,20 @@
         choices=["kiwoom", "ls"],
         dest="universe_history_source",
         help="이력 테이블: kiwoom=target_candidates_history, ls=ls_candidates_history "
+        help="이력 테이블: kiwoom=target_candidates_history, ls=ls_candidates_history "
              "(기본 env BACKTEST_UNIVERSE_HISTORY_SOURCE 또는 kiwoom)",
     )
     parser.add_argument(
+        "--tick-source", default="", choices=["", "kis", "kiwoom"],
+        dest="tick_source",
+        help="틱 소스 필터 (기본 빈문자열 = 전체 검색)",
+    )
+    parser.add_argument(
+        "--ob-source", default="", choices=["", "kis", "kiwoom", "kiwoom_0d"],
+        dest="ob_source",
+        help="호가 소스 필터 (기본 빈문자열 = 전체 검색)",
+    )
+    parser.add_argument(
         "--orderbook-filter", default="off", choices=["off", "on", "auto"],
         dest="orderbook_filter",
     )
[diff_block_end]

Please note that the above snippet only shows the MODIFIED lines from the last change. It shows up to 3 lines of unchanged lines before and after the modified lines. The actual file contents may have many more lines not shown.


param_search_optuna.py argparse 중복 라인 제거

Instruction: help="이력 테이블: kiwoom=target_candidates_history, ls=ls_candidates_history " 중복된 라인을 제거합니다.

        help="이력 테이블: kiwoom=target_candidates_history, ls=ls_candidates_history "
        help="이력 테이블: kiwoom=target_candidates_history, ls=ls_candidates_history "
             "(기본 env BACKTEST_UNIVERSE_HISTORY_SOURCE 또는 kiwoom)",


Created At: 2026-08-10T03:53:18Z
Completed At: 2026-08-10T03:53:20Z
The following changes were made by the multi_replace_file_content tool to: /home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py. If relevant, proactively run terminal commands to execute this code for the USER. Don't ask for permission.
[diff_block_start]
@@ -767,7 +767,6 @@
         choices=["kiwoom", "ls"],
         dest="universe_history_source",
         help="이력 테이블: kiwoom=target_candidates_history, ls=ls_candidates_history "
-        help="이력 테이블: kiwoom=target_candidates_history, ls=ls_candidates_history "
              "(기본 env BACKTEST_UNIVERSE_HISTORY_SOURCE 또는 kiwoom)",
     )
     parser.add_argument(
[diff_block_end]

Please note that the above snippet only shows the MODIFIED lines from the last change. It shows up to 3 lines of unchanged lines before and after the modified lines. The actual file contents may have many more lines not shown.


Question: LiveBacktester(

정규식 검색 (param_search_optuna LiveBacktester)


Created At: 2026-08-10T03:53:26Z
Completed At: 2026-08-10T03:53:26Z
No results found


**Prioritizing Tool Specificity**

I'm focusing intently on tool specificity. I've internalized the instruction to avoid `cat` for file creation/appending at all costs. I'm also diligently working to exclusively use `grep_search` and avoiding `grep` within bash commands, unless absolutely essential. The use of `ls` is now completely deprecated.


Created At: 2026-08-10T03:53:32Z
Completed At: 2026-08-10T03:53:32Z
No results found


Question: def


Created At: 2026-08-10T03:53:38Z
Completed At: 2026-08-10T03:53:38Z
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":166,"LineContent":"def prepare_tail_search_context("}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":427,"LineContent":"def _make_sampler(name: str, seed: Optional[int]):"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":435,"LineContent":"def run_tail_optuna("}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":462,"LineContent":"    def objective(trial: optuna.Trial) -\u003e float:"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":598,"LineContent":"        def _eval_mode(combo: Dict[str, Any]) -\u003e Optional[Dict[str, Any]]:"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":620,"LineContent":"        def _save_partial(_data: Dict[str, Any]) -\u003e None:"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":667,"LineContent":"def apply_best_trial(study: optuna.Study, ctx: TailSearchContext) -\u003e bool:"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":700,"LineContent":"def main() -\u003e None:"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":814,"LineContent":"    def _sigterm_to_kbd(_sig, _frm):"}


호가 스냅샷 로더 호출처 확인


Created At: 2026-08-10T03:53:46Z
Completed At: 2026-08-10T03:53:46Z
No results found


Created At: 2026-08-10T03:53:53Z
Completed At: 2026-08-10T03:53:53Z
{"File":"/home/hoon/kis_bot/kis_trader/backtest/optuna_whipsaw_recommend.py","LineNumber":80,"LineContent":"            ticks = db.get_ws_ticks(code, market=\"KR\", start_tick_time=start_tick_time, end_tick_time=end_tick_time)"}


Question: def get_ws_ticks


Created At: 2026-08-10T03:54:01Z
Completed At: 2026-08-10T03:54:01Z
{"File":"/home/hoon/kis_bot/database.py","LineNumber":4769,"LineContent":"    def get_ws_ticks("}


Question: def get_ws_ticks

get_ws_ticks로 시작하는 모든 함수명 확인


Created At: 2026-08-10T03:54:07Z
Completed At: 2026-08-10T03:54:07Z
{"File":"/home/hoon/kis_bot/database.py","LineNumber":4769,"LineContent":"    def get_ws_ticks("}


백테스트 엔진에서 틱 데이터 로딩 방식 확인


Created At: 2026-08-10T03:54:14Z
Completed At: 2026-08-10T03:54:14Z
{"File":"/home/hoon/kis_bot/kis_trader/backtest/optuna_momentum.py","LineNumber":79,"LineContent":"    shared_tick_store: Any = None  # ws_ticks 공유메모리 핸들 (종료 시 unlink)"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/optuna_momentum.py","LineNumber":328,"LineContent":"            _tick_tbl = \"ws_ticks_us\" if mk == \"US\" else \"ws_ticks\""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/optuna_momentum.py","LineNumber":333,"LineContent":"    # ── ws_ticks 공유메모리 (Optuna, opt-in) — dict→numpy 컬럼 shared_memory 로 RAM 절감 ──"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/optuna_momentum.py","LineNumber":342,"LineContent":"            logger.info(\"📦 ws_ticks 공유메모리 ON (Optuna) — dict 사본 제거, RAM 절감\")"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":2,"LineContent":"kis_trader/backtest/breakout_tick_loader.py — ws_ticks 로드·분봉 인덱싱 (B안 백테)"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":17,"LineContent":"    \"\"\"ws_candles 키(12자리) → ws_ticks tick_time(14자리) 범위.\"\"\""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":40,"LineContent":"def _ws_ticks_table(market: str) -\u003e str:"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":41,"LineContent":"    \"\"\"국내 ws_ticks / 해외 ws_ticks_us.\"\"\""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":45,"LineContent":"        return TradeDB.ws_ticks_table_for_market(m)"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":47,"LineContent":"        return \"ws_ticks_us\" if m == \"US\" else \"ws_ticks\""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":94,"LineContent":"def _fetch_ws_ticks_day_rows("}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":185,"LineContent":"    - KR → ``ws_ticks``"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":186,"LineContent":"    - US → ``ws_ticks_us`` (해외 전용 InnoDB)"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":196,"LineContent":"    table = _ws_ticks_table(mkt)"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":199,"LineContent":"        if mkt == \"US\" and hasattr(db, \"ensure_ws_ticks_us_table\"):"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":200,"LineContent":"            db.ensure_ws_ticks_us_table()"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":201,"LineContent":"        elif hasattr(db, \"ensure_ws_ticks_table\"):"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":202,"LineContent":"            db.ensure_ws_ticks_table()"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":225,"LineContent":"            rows = _fetch_ws_ticks_day_rows(table, mkt, chunk_s, chunk_e, codes)"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":331,"LineContent":"    틱(ws_ticks)은 **구독 중·체결 있는 분**만 쌓인다. 분모에 REST 봉을 넣으면"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":451,"LineContent":"    실매·운영 탭용: 당일(기간) ws_candles + ws_ticks 로 분봉커버 메타 생성."}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":506,"LineContent":"    \"\"\"종목 ws_ticks 중 가장 이른 분봉 키(YYYYMMDDHHMM). 없으면 None.\"\"\""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_scalping.py","LineNumber":744,"LineContent":"    ticks_by_code: 웹/실매 정합용 ws_ticks (없으면 OHLC만 — 탐색 과대평가 위험)."}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_scalping.py","LineNumber":946,"LineContent":"        # ws_ticks 공유메모리(opt-in): descriptor 로 read-only attach (워커당 1회 재사용)."}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_scalping.py","LineNumber":1154,"LineContent":"    # ── 틱재생(ws_ticks) — 기본 ON (웹·실매 체결 정합, OHLC 폴백 기본 OFF) ──"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_scalping.py","LineNumber":1170,"LineContent":"                f\"✅ ws_ticks {tick_rows:,}건 | 분봉 커버리지 {cov}% \""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_scalping.py","LineNumber":1176,"LineContent":"                    \"⚠  ws_ticks 없음 — SCALP 틱 청산/진입 불가 \""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_scalping.py","LineNumber":1181,"LineContent":"                    \"📌 틱재생(ws_ticks): ON — OHLC 폴백 \""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_scalping.py","LineNumber":1249,"LineContent":"    # ── ws_ticks 공유메모리 — 워커별 사본 대신 1벌 공유 (momentum·breakout 과 동일) ──"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_scalping.py","LineNumber":1261,"LineContent":"                print(\"📦 ws_ticks 공유메모리 ON — 워커 attach(read-only), 사본 제거\")"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_scalping.py","LineNumber":1271,"LineContent":"                print(\"⚠  ws_ticks 공유메모리 build 실패 — 기존 경로 폴백\")"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_scalping.py","LineNumber":1296,"LineContent":"                    f\"📌 ws_ticks payload — 워커 상한 {max_workers} \""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_scalping.py","LineNumber":1304,"LineContent":"                    f\"📌 ws_ticks 공유메모리 — 워커 상한 {max_workers} \""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/tail_param_search.py","LineNumber":1139,"LineContent":"        # ws_ticks 공유메모리(opt-in): descriptor 로 read-only attach (워커당 1회 재사용)."}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/tail_param_search.py","LineNumber":1292,"LineContent":"        # ── 틱재생(ws_ticks) — 기본 ON (실매 체결 정합) ──────────────────────"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/tail_param_search.py","LineNumber":1298,"LineContent":"            logger.info(\"📌 틱재생(ws_ticks): ON — OHLC 폴백 강제 OFF (정합 절대규칙)\")"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/tail_param_search.py","LineNumber":1336,"LineContent":"                \"✅ ws_ticks %s건 | 3분봉 커버리지 %s%% (%s/%s종목)\","}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/tail_param_search.py","LineNumber":1343,"LineContent":"            logger.warning(\"⚠ ws_ticks 없음 — OHLC 폴백 (WS_TICK_SAVE_ENABLED 후 재탐색)\")"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/tail_param_search.py","LineNumber":1411,"LineContent":"                f\"ws_ticks={'ON' if tick_rows \u003e 0 else 'OFF'}\""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/tail_param_search.py","LineNumber":1450,"LineContent":"        # ── ws_ticks 공유메모리 — 워커별 사본 대신 1벌 공유 (momentum 과 동일) ────────"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/tail_param_search.py","LineNumber":1466,"LineContent":"                    logger.info(\"📦 ws_ticks 공유메모리 ON — 워커 attach(read-only), 사본 제거\")"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/tail_param_search.py","LineNumber":1476,"LineContent":"                    logger.info(\"⚠  ws_ticks 공유메모리 build 실패 — 기존 경로 폴백\")"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/tail_param_search.py","LineNumber":1500,"LineContent":"                    \"📌 ws_ticks payload — 워커 상한 %d (TAIL_PARAM_SEARCH_MAX_WORKERS_WITH_TICKS)\","}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/tail_param_search.py","LineNumber":1509,"LineContent":"                    \"📌 ws_ticks 공유메모리 — 워커 상한 %d (TAIL_PARAM_SEARCH_MAX_WORKERS_WITH_SHARED_TICKS)\","}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_breakout.py","LineNumber":992,"LineContent":"        # ws_ticks 공유메모리(opt-in): descriptor 로 read-only attach (워커당 1회 재사용)."}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_breakout.py","LineNumber":1212,"LineContent":"                f\"✅ ws_ticks {tick_rows:,}건 | 분봉 커버리지 {cov}% \""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_breakout.py","LineNumber":1217,"LineContent":"                print(\"⚠  ws_ticks 없음 — B안은 1분봉 high 폴백 (WS_TICK_SAVE_ENABLED 후 재탐색)\")"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_breakout.py","LineNumber":1300,"LineContent":"    # ── ws_ticks 공유메모리 — 워커별 사본 대신 1벌 공유 (momentum·tail 과 동일) ────────"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_breakout.py","LineNumber":1316,"LineContent":"                print(\"📦 ws_ticks 공유메모리 ON — 워커 attach(read-only), 사본 제거\")"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_breakout.py","LineNumber":1326,"LineContent":"                print(\"⚠  ws_ticks 공유메모리 build 실패 — 기존 경로 폴백\")"}
(...65 more results not shown)


Question: def _fetch_ws_ticks_day_rows


Created At: 2026-08-10T03:54:20Z
Completed At: 2026-08-10T03:54:21Z
{"File":"/home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py","LineNumber":94,"LineContent":"def _fetch_ws_ticks_day_rows("}


Created At: 2026-08-10T03:54:27Z
Completed At: 2026-08-10T03:54:27Z
File Path: `file:///home/hoon/kis_bot/kis_trader/backtest/breakout_tick_loader.py`
Total Lines: 530
Total Bytes: 18486
Showing lines 94 to 120
The following code has been modified to include a line number before every line, in the format: <line_number>: <original_line>. Please note that any changes targeting the original code should remove the line number, colon, and leading space.
94: def _fetch_ws_ticks_day_rows(
95:     table: str,
96:     mkt: str,
97:     chunk_s: str,
98:     chunk_e: str,
99:     codes: Optional[Set[str]],
100: ) -> List[Dict[str, Any]]:
101:     """
102:     하루(또는 부분일) 틱 SELECT.
103:     ORDER BY 는 MySQL 정렬 비용이 커서 빼고, 호출 측에서 분봉 버킷 정렬.
104:     """
105:     # 읽기 타임아웃(초) / 재시도 횟수 — 하드코딩 금지, DB·env
106:     read_timeout = get_env_int("WS_TICK_LOAD_READ_TIMEOUT", 180)
107:     max_retries = max(1, get_env_int("WS_TICK_LOAD_MAX_RETRIES", 2))
108:
109:     code_filter = ""
110:     params: List[Any] = [mkt, chunk_s, chunk_e]
111:     if codes:
112:         placeholders = ",".join(["%s"] * len(codes))
113:         code_filter = f" AND code IN ({placeholders})"
114:         params.extend(sorted(codes))
115:
116:     sql = f"""
117:         SELECT code, tick_time, price, volume, source
118:         FROM {table}
119:         WHERE market = %s
120:           AND tick_time >= %s
The above content does NOT show the entire file contents. If you need to view any lines of the file which were not shown to complete your task, call this tool again to view those lines.


RESOURCE_EXHAUSTED (code 429): Individual quota reached. Please upgrade your subscription to increase your limits. Resets in 10m22s.


Comments on artifact URI: file:///home/hoon/.gemini/antigravity-ide/brain/e07d5342-58aa-4443-a5b3-73bde0f593dd/implementation_plan.md

Selection:
>현재 시스템에서는 'KIS 호가' 소스의 이름이 명시적으로 분리되어 있지 않을 수 있습니다(기본적으로 KIS 호가는 40개 제한으로 수집이 원활하지 않음).
키움 호가는 source='kiwoom_0d'로 저장됩니다. 만약 KIS 호가를 수집하신다면 소스 이름을 kis_ob 등으로 통일할 계획입니다. 동의하시나요?

Comment: "소스이름은 중요치않고 데이터가 중요하지 지금은 끈 상태로 놔둘거고 이유는 40개 빡세서 다른사람 계정 api 키 구해서 넣을거니까 이것도 설계가 필요하겠어 지금은 공통 env 테이블에 한개만 들어가 있어서 "

Selection:
>없음

Comment: "수정시 실행한번 해보는 스크립트 있잖아 지침애도 있는거"
<USER_REQUEST>
Continue
</USER_REQUEST>
<ADDITIONAL_METADATA>
The current local time is: 2026-08-10T13:08:48+09:00.

The user's current state is as follows:
Active Document: /home/hoon/kis_bot/kis_trader/main.py (LANGUAGE_PYTHON)
Cursor is on line: 1062
Other open documents:
- /home/hoon/kis_bot/kis_trader/execution/kis_client.py (LANGUAGE_PYTHON)
- /home/hoon/kis_bot/scratch/test_scan_sleep.py (LANGUAGE_PYTHON)
- /home/hoon/kis_bot/scratch/disable_whipsaw.py (LANGUAGE_PYTHON)
- /home/hoon/kis_bot/kis_trader/network/ws_manager.py (LANGUAGE_PYTHON)
- /home/hoon/kis_bot/kis_trader/strategies/base.py (LANGUAGE_PYTHON)
Running terminal commands:
- PYTHONPATH=. python3 scratch/check_ws_ob4.py | grep OB (in /home/hoon/kis_bot, running for 31m53s)
</ADDITIONAL_METADATA>


The USER performed the following action:
Show the contents of file /home/hoon/kis_bot/kis_trader/main.py from lines 1016 to 1059
File Path: `file:///home/hoon/kis_bot/kis_trader/main.py`
Total Lines: 2765
Total Bytes: 127570
Showing lines 1016 to 1059
The following code has been modified to include a line number before every line, in the format: <line_number>: <original_line>. Please note that any changes targeting the original code should remove the line number, colon, and leading space.
1016:                 "키움 %s 키 미설정 → 키움 WS 비활성 (KIWOOM_APP_KEY%s 확인)",
1017:                 "실키" if force_real else "키",
1018:                 "_REAL" if force_real else "",
1019:             )
1020:             return
1021:
1022:         if self.kiwoom_ws is None:
1023:             try:
1024:                 from .ws.kiwoom_ws import KiwoomWebSocketPriceCache
1025:                 self.kiwoom_ws = KiwoomWebSocketPriceCache(
1026:                     app_key, app_secret, is_mock=is_mock,
1027:                 )
1028:                 if not self.kiwoom_ws.start():
1029:                     logger.warning("키움 WS 시작 실패")
1030:                     self.kiwoom_ws = None
1031:                     return
1032:                 else:
1033:                     # 🚀 키움 틱 적재 설정 적용
1034:                     tr = getattr(self.ws, "tick_recorder", None)
1035:                     if tr is not None and get_env_bool("WS_TICK_SAVE_KIWOOM", True):
1036:                         self.kiwoom_ws.attach_tick_recorder(tr)
1037:                         logger.info("✅ 키움 WS에 TickRecorder 부착 완료 (키움 틱 → ws_ticks 적재)")
1038:
1039:                     # 🚀 키움 호가 적재 설정 적용
1040:                     tsr = getattr(self.ws, "trigger_snapshot_recorder", None)
1041:                     if tsr is not None and get_env_bool("WS_ORDERBOOK_SAVE_KIWOOM", True):
1042:                         self.kiwoom_ws.attach_trigger_snapshot_recorder(tsr)
1043:                         logger.info("✅ 키움 WS에 TriggerSnapshotRecorder 부착 완료 (키움 호가 → ws_orderbook 적재)")
1044:             except Exception as e:
1045:                 logger.warning("키움 WS 인스턴스 생성 실패: %s", e)
1046:                 self.kiwoom_ws = None
1047:                 return
1048:
1049:         kis_ws_handle = getattr(self.ws, "ws_cache", None)
1050:
1051:         if need_validator and kis_ws_handle:
1052:             try:
1053:                 from .network.ws_validator import WSPriceValidator
1054:                 self.ws_validator = WSPriceValidator(
1055:                     kis_ws=kis_ws_handle,
1056:                     kiwoom_ws=self.kiwoom_ws,
1057:                     db=self.db,
1058:                     sync_kiwoom_to_kis=not minimal,
1059:                 )


**Prioritizing Tool Specificity**

I'm focusing intently on tool selection to streamline my approach. I'm actively avoiding 'cat' for file manipulation, recognizing its inefficiency. Also, grep_search is the go-to alternative to embedded grep, except when it is absolutely required. Listing is being approached with a new and better perspective - I'm no longer reaching for "ls".

**Refining Tool Choice**

I'm now zeroing in on a suite of tools: `cat` for viewing, `grep` for finding specific text, and `sed` for replacing text. I've established a rule to list all potential tools before making calls. I'm prioritizing the most effective and specific tools, only using general ones when absolutely necessary. Regarding the KIS OB, I'm keeping the functionality OFF for now due to the 40 symbol limit and prioritizing standard `WS_ORDERBOOK_SAVE_KIS` check. It's best to stay simple.

**Implementing Backtesting Changes**

I'm now in execution mode, focused on integrating the backtesting modifications. Key files such as `database.py`, `ws_manager.py`, `main.py`, `kis_ws.py`, `live_config_schema.py` have been updated. I've also partially updated `param_search_optuna.py`, but need to propagate `--tick-source` and `--ob-source` arguments to `LiveBacktester` and then data loaders. I'm mindful of the mandatory script `scripts/test_live_execution_validation.py` to ensure proper functionality. Updating the Web UI and backend are next.

작업 체크리스트 현황 갱신

Instruction: task.md에서 완료된 항목을 [x]로 표시합니다.

- [x] 1. **Database & Config (database.py)**
  - [x] `WS_TICK_SAVE_KIS`, `WS_TICK_SAVE_KIWOOM` 등 4개 신규 env 키 추가
  - [x] `get_ws_ticks` 메서드에 `source` 인자 추가 및 쿼리 반영
- [/] 2. **백테스트 데이터 로더 수정**
  - [ ] `trigger_snapshot_loader.py`의 `_fetch_orderbook_rows` 에 `source` 인자 추가 및 쿼리 반영
- [x] 3. **실매매 봇 적재 로직 변경 (main.py, ws_manager.py)**
  - [x] `main.py` 키움 웹소켓 Recorder 부착 시 `WS_TICK_SAVE_KIWOOM`, `WS_ORDERBOOK_SAVE_KIWOOM` 확인
  - [x] `ws_manager.py` KIS 웹소켓 Recorder 부착 시 `WS_TICK_SAVE_KIS`, `WS_ORDERBOOK_SAVE_KIS` 확인
- [/] 4. **백테스트/Optuna 파라미터 연동**
  - [x] `param_search_optuna.py`에 `--tick-source`, `--ob-source` argparse 추가

- [ ] 1. **Database & Config (database.py)**
  - [ ] `WS_TICK_SAVE_KIS`, `WS_TICK_SAVE_KIWOOM` 등 4개 신규 env 키 추가
  - [ ] `get_ws_ticks` 메서드에 `source` 인자 추가 및 쿼리 반영
- [ ] 2. **백테스트 데이터 로더 수정**
  - [ ] `trigger_snapshot_loader.py`의 `_fetch_orderbook_rows` 에 `source` 인자 추가 및 쿼리 반영
- [ ] 3. **실매매 봇 적재 로직 변경 (main.py, ws_manager.py)**
  - [ ] `main.py` 키움 웹소켓 Recorder 부착 시 `WS_TICK_SAVE_KIWOOM`, `WS_ORDERBOOK_SAVE_KIWOOM` 확인
  - [ ] `ws_manager.py` KIS 웹소켓 Recorder 부착 시 `WS_TICK_SAVE_KIS`, `WS_ORDERBOOK_SAVE_KIS` 확인
- [ ] 4. **백테스트/Optuna 파라미터 연동**
  - [ ] `param_search_optuna.py`에 `--tick-source`, `--ob-source` argparse 추가

task.md 체크 완료 업데이트


Created At: 2026-08-10T04:09:06Z
Completed At: 2026-08-10T04:09:06Z
The following changes were made by the multi_replace_file_content tool to: /home/hoon/.gemini/antigravity-ide/brain/e07d5342-58aa-4443-a5b3-73bde0f593dd/task.md. If relevant, proactively run terminal commands to execute this code for the USER. Don't ask for permission.
[diff_block_start]
@@ -1,15 +1,15 @@
 # 틱/호가(Orderbook) 소스 분리 적재 및 옵투나 선택 기능 구현

-- [ ] 1. **Database & Config (database.py)**
-  - [ ] `WS_TICK_SAVE_KIS`, `WS_TICK_SAVE_KIWOOM` 등 4개 신규 env 키 추가
-  - [ ] `get_ws_ticks` 메서드에 `source` 인자 추가 및 쿼리 반영
-- [ ] 2. **백테스트 데이터 로더 수정**
+- [x] 1. **Database & Config (database.py)**
+  - [x] `WS_TICK_SAVE_KIS`, `WS_TICK_SAVE_KIWOOM` 등 4개 신규 env 키 추가
+  - [x] `get_ws_ticks` 메서드에 `source` 인자 추가 및 쿼리 반영
+- [/] 2. **백테스트 데이터 로더 수정**
   - [ ] `trigger_snapshot_loader.py`의 `_fetch_orderbook_rows` 에 `source` 인자 추가 및 쿼리 반영
-- [ ] 3. **실매매 봇 적재 로직 변경 (main.py, ws_manager.py)**
-  - [ ] `main.py` 키움 웹소켓 Recorder 부착 시 `WS_TICK_SAVE_KIWOOM`, `WS_ORDERBOOK_SAVE_KIWOOM` 확인
-  - [ ] `ws_manager.py` KIS 웹소켓 Recorder 부착 시 `WS_TICK_SAVE_KIS`, `WS_ORDERBOOK_SAVE_KIS` 확인
-- [ ] 4. **백테스트/Optuna 파라미터 연동**
-  - [ ] `param_search_optuna.py`에 `--tick-source`, `--ob-source` argparse 추가
+- [x] 3. **실매매 봇 적재 로직 변경 (main.py, ws_manager.py)**
+  - [x] `main.py` 키움 웹소켓 Recorder 부착 시 `WS_TICK_SAVE_KIWOOM`, `WS_ORDERBOOK_SAVE_KIWOOM` 확인
+  - [x] `ws_manager.py` KIS 웹소켓 Recorder 부착 시 `WS_TICK_SAVE_KIS`, `WS_ORDERBOOK_SAVE_KIS` 확인
+- [/] 4. **백테스트/Optuna 파라미터 연동**
+  - [x] `param_search_optuna.py`에 `--tick-source`, `--ob-source` argparse 추가
   - [ ] `LiveBacktester` 등에 `tick_source`, `ob_source` 속성 파이프라인 연결
 - [ ] 5. **웹 서버 (backtest_web.py)**
   - [ ] 전역 설정(Global Settings) 저장 API(`/api/settings` 등)에 신규 4개 키 연동
[diff_block_end]

Please note that the above snippet only shows the MODIFIED lines from the last change. It shows up to 3 lines of unchanged lines before and after the modified lines. The actual file contents may have many more lines not shown.


The following is an <EPHEMERAL_MESSAGE> not actually sent by the user. It is provided by the system as a set of reminders and general important information to pay attention to. Do NOT respond to this message, just act accordingly.

<EPHEMERAL_MESSAGE>
<planning_mode>
You're in planning mode. Exercise judgement on whether the user's last request warrants a plan and take action accordingly.
If the user's request warrants a plan then follow this workflow:
1. Research first before taking actions. Do not use your code editing tools or run modifying commands during this time.
2. Create an implementation plan artifact with `request_feedback = true` to request approval. Include any open questions for the user directly in the implementation plan. Don't use the ask_question tool to ask these questions. Stop calling tools and allow the user to review the plan and provide feedback or approval.
3. After receiving approval, begin execution. Create and update the task artifact as you work.
4. Verify any work that you have done.
5. Create a walkthrough artifact to present your work to the user. When writing artifacts, make sure to follow the artifact formatting guidelines and use github alerts to highlight critical sections.
If the user's request does NOT warrant a plan then continue your work WITHOUT making a plan or requesting user feedback.
</planning_mode>
<bash_command_reminder>
CRITICAL INSTRUCTION 1: You may have access to a variety of tools at your disposal. Some tools may be for a specific task such as 'view_file' (for viewing contents of a file). Others may be very broadly applicable such as the ability to run a command on a terminal. Always prioritize using the most specific tool you can for the task at hand. Here are some rules: (a) NEVER run cat inside a bash command to create a new file or append to an existing file. (b) ALWAYS use grep_search instead of running grep inside a bash command unless absolutely needed. (c) DO NOT use ls for listing, cat for viewing, grep for finding, sed for replacing. CRITICAL INSTRUCTION 2: Before making tool calls T, think and explicitly list out any related tools for the task at hand. You can only execute a set of tools T if all other tools in the list are either more generic or cannot be used for the task at hand. ALWAYS START your thought with recalling critical instructions 1 and 2. In particular, the format for the start of your thought block must be '...94>thought
CRITICAL INSTRUCTION 1: ...
CRITICAL INSTRUCTION 2: ...'.
</bash_command_reminder>
</EPHEMERAL_MESSAGE>


Created At: 2026-08-10T04:09:12Z
Completed At: 2026-08-10T04:09:13Z
File Path: `file:///home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py`
Total Lines: 674
Total Bytes: 25155
Showing lines 390 to 430
The following code has been modified to include a line number before every line, in the format: <line_number>: <original_line>. Please note that any changes targeting the original code should remove the line number, colon, and leading space.
390:     # 진입필터 재계산 플래그(use_kiwoom)와 분리 — 본체만 추가 적재.
391:     need_exit_ob = False
392:     try:
393:         from kis_trader.engine.momentum_hts_logic import need_ob_or_history
394:
395:         need_exit_ob = need_ob_or_history(engine_params or {})
396:     except Exception:
397:         _p = engine_params or {}
398:         need_exit_ob = bool(
399:             _p.get("exit_ob_enabled", False) or _p.get("stop_ob_enabled", False)
400:         )
401:
402:     sources: List[str] = []
403:     if use_eval:
404:         sources.append(FILTER_EVAL_SOURCE)
405:     if use_log_bf:
406:         sources.append(LOG_BACKFILL_SOURCE)
407:     if use_kiwoom or need_exit_ob:
408:         sources.append(KIWOOM_BODY_SOURCE)
409:     if not sources:
410:         return {}, 0, {}
411:
412:     rows = _load_orderbook_rows(
413:         db, start_key, end_key, codes, market=mkt,
414:         sources=tuple(sources), strategy=strategy,
415:         table="ws_orderbook", use_strategy_col=True,
416:     )
417:
418:     out = defaultdict(dict)
419:     log_verdict: Dict[str, Dict[str, List[Dict[str, Any]]]] = defaultdict(dict)
420:     seen_eval: Set[Tuple[str, str]] = set()
421:     # 본체(kiwoom_0d) 다운샘플: (code, minute) 당 최신 1건만 유지 (분단위 백테·메모리 절약)
422:     kiwoom_latest: Dict[str, Dict[str, str]] = defaultdict(dict)
423:     total = 0
424:
425:     for r in rows:
426:         code = str(r.get("code") or "").strip()
427:         src = str(r.get("source") or "").strip()
428:         st = str(r.get("snap_time") or "").strip()
429:         minute_key = _minute_key(st)
430:         if not code or not minute_key:
The above content does NOT show the entire file contents. If you need to view any lines of the file which were not shown to complete your task, call this tool again to view those lines.


**Prioritizing Tool Specificity**

I'm focusing intently on tool specificity. I've internalized the instruction to avoid `cat` for file creation/appending at all costs. I'm also diligently working to exclusively use `grep_search` and avoiding `grep` within bash commands, unless absolutely essential. The use of `ls` is now completely deprecated.

**Refining Tool Usage Strategy**

I'm now refining my tool usage strategy further. My focus has shifted to viewing, finding, and replacing, emphasizing `cat`, `grep`, and `sed`, respectively. Before initiating tool calls, I'm now listing all related tools to ensure I choose the most specific and appropriate ones for the task, based on the principle of only executing a tool set if all other tools are less specific or unsuitable. Also, I'm pausing support for `--ob-source` because the associated KIS service will be left off until a new key is acquired.

정규식 검색 (param_search_optuna load_trigger)


Created At: 2026-08-10T04:09:21Z
Completed At: 2026-08-10T04:09:21Z
No results found


**Prioritizing Tool Specificity**

I'm focusing intently on tool specificity. I've internalized the instruction to avoid `cat` for file creation/appending at all costs. I'm also diligently working to exclusively use `grep_search` and avoiding `grep` within bash commands, unless absolutely essential. The use of `ls` is now completely deprecated.

**Refining Tool Usage**

I'm now refining my tool usage based on the instruction to list relevant tools before execution. I've realized that `param_search_optuna.py` isn't directly involved in `load_trigger_snapshots_for_candidates`. Also, I've decided to postpone modifying `trigger_snapshot_loader.py` for `--ob-source kis` and will instead focus on Web UI design (checkboxes, radio buttons), because the user wants to leave this offline.


Created At: 2026-08-10T04:09:29Z
Completed At: 2026-08-10T04:09:29Z
No results found


Question: def.*config|def.*settings


Created At: 2026-08-10T04:09:35Z
Completed At: 2026-08-10T04:09:35Z
No results found


Created At: 2026-08-10T04:09:40Z
Completed At: 2026-08-10T04:09:40Z
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9052,"LineContent":"@app.route(\"/api/live_config\", methods=[\"GET\"])"}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9053,"LineContent":"def api_live_config_get():"}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9055,"LineContent":"    from kis_trader.web.live_config_schema import ("}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9057,"LineContent":"        build_live_config_groups,"}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9079,"LineContent":"        for g in build_live_config_groups():"}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9102,"LineContent":"        status = _build_live_config_status(db, day, snap)"}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9111,"LineContent":"        logger.exception(\"live_config GET 실패\")"}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9117,"LineContent":"@app.route(\"/api/live_config/save\", methods=[\"POST\"])"}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9118,"LineContent":"def api_live_config_save():"}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9120,"LineContent":"    from kis_trader.web.live_config_schema import ("}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9121,"LineContent":"        all_live_config_keys,"}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9122,"LineContent":"        build_live_config_groups,"}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9123,"LineContent":"        expand_live_config_save_patch,"}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9132,"LineContent":"    allowed = set(all_live_config_keys())"}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9134,"LineContent":"    for g in build_live_config_groups():"}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9148,"LineContent":"    patch = expand_live_config_save_patch(patch)"}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9185,"LineContent":"        logger.exception(\"live_config 저장 실패\")"}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9196,"LineContent":"def _build_live_config_status("}
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9208,"LineContent":"    from kis_trader.web.live_config_schema import LIVE_STRATEGY_IDS"}


Created At: 2026-08-10T04:09:46Z
Completed At: 2026-08-10T04:09:47Z
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":88,"LineContent":"def _f(key: str, label: str, ftype: str = \"float\", **extra: Any) -\u003e FieldDef:"}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":133,"LineContent":"                _f(\"DAILY_PROFIT_TARGET_KRW\", \"목표 금액(원)\", \"int\", default=0),"}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":134,"LineContent":"                _f(\"DAILY_PROFIT_TARGET_PCT\", \"목표 수익률(%)\", \"float\", default=0,"}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":136,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":143,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":153,"LineContent":"                _f(\"DAILY_PROFIT_NOTIFY_MM\", \"달성 시 MM 알림\", \"bool\", default=True),"}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":154,"LineContent":"                _f(\"DAILY_PROFIT_MODE\", \"익절 방식\", \"text\", default=\"fixed\","}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":156,"LineContent":"                _f(\"DAILY_PROFIT_TRAIL_TIERS\", \"다단 트레일(수익원:컷%,…)\", \"text\", default=\"\","}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":158,"LineContent":"                _f(\"DAILY_PROFIT_TRAIL_DROP_PCT\", \"단일 트레일 되돌림(%, 고점대비)\", \"float\", default=0,"}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":160,"LineContent":"                _f(\"DAILY_PROFIT_TRAIL_ARM_KRW\", \"트레일 발동 최소수익(원)\", \"int\", default=0,"}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":162,"LineContent":"                _f(\"DAILY_PROFIT_TRAIL_ARM_PCT\", \"트레일 발동 최소수익(%)\", \"float\", default=0,"}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":171,"LineContent":"                _f(\"DAILY_STOP_LOSS_PCT\", \"일일 손실 한도(분율, -0.05=-5%)\", \"float\", default=0),"}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":172,"LineContent":"                _f(\"CONSECUTIVE_LOSS_LIMIT\", \"연속 손실 제한(회)\", \"int\", default=0),"}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":173,"LineContent":"                _f(\"USE_RISK_CHECK\", \"리스크 체크 사용\", \"bool\"),"}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":174,"LineContent":"                _f(\"EXCLUDE_NON_STOCK\", \"비본주(우선주·ETF·ETN) 매수 제외\", \"bool\", default=True,"}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":176,"LineContent":"                _f(\"NON_STOCK_PREF_CODE_SUFFIXES\", \"우선주 코드 끝자리(숫자)\", \"str\", default=\"5,7,9\","}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":178,"LineContent":"                _f(\"NON_STOCK_EXCLUDE_ALPHA_SUFFIX\", \"코드 끝 알파벳=우선주 제외\", \"bool\", default=True,"}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":191,"LineContent":"                _f(\"WS_PROVIDER\", \"📊 매매 메인 증권사 (재시작 필요)\", \"text\", default=\"kiwoom_main\","}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":197,"LineContent":"                _f(\"WS_SUBSCRIBE_KIS_MINIMAL\", \"📉 KIS 최소 구독 모드\", \"bool\", default=False,"}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":202,"LineContent":"                _f(\"WS_ORDERBOOK_SAVE_KIS\", \"📋 KIS 실시간 호가 수집\", \"bool\", default=False,"}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":218,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":228,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":238,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":248,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":258,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":269,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":279,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":289,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":299,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":319,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":326,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":336,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":346,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":356,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":373,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":384,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":394,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":430,"LineContent":"            _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":437,"LineContent":"            _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":444,"LineContent":"            _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":451,"LineContent":"            _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":458,"LineContent":"            _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":465,"LineContent":"            _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":474,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":502,"LineContent":"            _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":509,"LineContent":"            _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":517,"LineContent":"                _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":541,"LineContent":"            _f("}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":565,"LineContent":"            _f(\"KIWOOM_CNSRCLR_BEFORE_REQ\", \"재등록 전 선행 해제(CNSRCLR)\", \"bool\", default=True,"}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":567,"LineContent":"            _f(\"KIWOOM_CNSRCLR_SETTLE_SEC\", \"CNSRCLR 해제 응답 ACK 대기(초)\", \"float\", default=2.0,"}
(...149 more results not shown)


전역 설정 화면에 틱/호가 저장 4개 키 추가

Instruction: live_config_schema.py의 'WS_ORDERBOOK_SAVE_KIS' 하단에 WS_TICK_SAVE_KIS, WS_TICK_SAVE_KIWOOM, WS_ORDERBOOK_SAVE_KIWOOM 설정 UI를 추가합니다.

                _f("WS_ORDERBOOK_SAVE_KIS", "📋 KIS 실시간 호가 수집", "bool", default=False,
                   hint=(
                       "OFF(기본) = KIS 호가는 수집 안 함 (한도 40개 보호) | "
                       "ON = KIS 호가도 kis_ws_orderbook 테이블에 저장. "
                   )),
                _f("WS_TICK_SAVE_KIS", "📈 KIS 체결 틱 수집", "bool", default=True,
                   hint="ON = KIS 체결 틱을 ws_ticks 테이블에 저장 (기본값: ON)"),
                _f("WS_TICK_SAVE_KIWOOM", "📈 키움 체결 틱 수집", "bool", default=True,
                   hint="ON = 키움 체결 틱을 ws_ticks 테이블에 저장 (기본값: ON)"),
                _f("WS_ORDERBOOK_SAVE_KIWOOM", "📋 키움 실시간 호가 수집", "bool", default=True,
                   hint="ON = 키움 호가를 ws_orderbook 테이블에 저장 (기본값: ON)"),


Created At: 2026-08-10T04:09:55Z
Completed At: 2026-08-10T04:10:10Z
The following changes were made by the multi_replace_file_content tool to: /home/hoon/kis_bot/kis_trader/web/live_config_schema.py. If relevant, proactively run terminal commands to execute this code for the USER. Don't ask for permission.
[diff_block_start]

[diff_block_end]

Please note that the above snippet only shows the MODIFIED lines from the last change. It shows up to 3 lines of unchanged lines before and after the modified lines. The actual file contents may have many more lines not shown.

We did our best to apply changes despite some inaccuracies. Double check if the edit applied is what you intended.


Created At: 2026-08-10T04:10:16Z
Completed At: 2026-08-10T04:10:16Z
File Path: `file:///home/hoon/kis_bot/kis_trader/web/live_config_schema.py`
Total Lines: 1361
Total Bytes: 67091
Showing lines 195 to 215
The following code has been modified to include a line number before every line, in the format: <line_number>: <original_line>. Please note that any changes targeting the original code should remove the line number, colon, and leading space.
195:                        "→ 어느 쪽이든 두 증권사 데이터 모두 DB에 저장됨"
196:                    )),
197:                 _f("WS_SUBSCRIBE_KIS_MINIMAL", "📉 KIS 최소 구독 모드", "bool", default=False,
198:                    hint=(
199:                        "OFF(기본) = KIS가 키움과 동일한 후보 40종목을 전부 수신하여 DB에 저장 | "
200:                        "ON = KIS가 현재 내가 사고 있는 종목만 수신 (KIS ID 한도 아낄 때)"
201:                    )),
202:                 _f("WS_ORDERBOOK_SAVE_KIS", "📋 KIS 실시간 호가 수집", "bool", default=False,
203:                    hint=(
204:                        "OFF(기본) = KIS 호가는 수집 안 함 (한도 40개 보호) | "
205:                        "ON = KIS 호가도 kis_ws_orderbook 테이블에 저장. "
206:                        "단, KIS는 시세+호가 합산 40개 한도라서 ON 시 최대 20종목만 추적 가능"
207:                    )),
208:             ],
209:         },
210:         {
211:             "id": "ws_trigger_global",
212:             "title": "⚡ 매수 판단 필터 설정 (실시간 WS 기반)",
213:             "hint": (
214:                 "매수 타이밍을 결정할 때 호가·프로그램 데이터를 어떻게 사용할지 설정. "
215:                 "모든 데이터는 실시간 메모리(RAM)에서 직접 읽으므로 딜레이 없음."
The above content does NOT show the entire file contents. If you need to view any lines of the file which were not shown to complete your task, call this tool again to view those lines.


전역 설정 화면에 틱/호가 저장 4개 키 추가 재시도

Instruction: live_config_schema.py의 'WS_ORDERBOOK_SAVE_KIS' 하단에 WS_TICK_SAVE_KIS, WS_TICK_SAVE_KIWOOM, WS_ORDERBOOK_SAVE_KIWOOM 설정 UI를 추가합니다.

                _f("WS_ORDERBOOK_SAVE_KIS", "📋 KIS 실시간 호가 수집", "bool", default=False,
                   hint=(
                       "OFF(기본) = KIS 호가는 수집 안 함 (한도 40개 보호) | "
                       "ON = KIS 호가도 kis_ws_orderbook 테이블에 저장. "
                       "단, KIS는 시세+호가 합산 40개 한도라서 ON 시 최대 20종목만 추적 가능"
                   )),
                _f("WS_TICK_SAVE_KIS", "📈 KIS 체결 틱 수집", "bool", default=True,
                   hint="ON = KIS 체결 틱을 ws_ticks 테이블에 저장 (기본값: ON)"),
                _f("WS_TICK_SAVE_KIWOOM", "📈 키움 체결 틱 수집", "bool", default=True,
                   hint="ON = 키움 체결 틱을 ws_ticks 테이블에 저장 (기본값: ON)"),
                _f("WS_ORDERBOOK_SAVE_KIWOOM", "📋 키움 실시간 호가 수집", "bool", default=True,
                   hint="ON = 키움 호가를 ws_orderbook 테이블에 저장 (기본값: ON)"),


Created At: 2026-08-10T04:10:26Z
Completed At: 2026-08-10T04:10:28Z
The following changes were made by the multi_replace_file_content tool to: /home/hoon/kis_bot/kis_trader/web/live_config_schema.py. If relevant, proactively run terminal commands to execute this code for the USER. Don't ask for permission.
[diff_block_start]
@@ -205,6 +205,12 @@
                        "ON = KIS 호가도 kis_ws_orderbook 테이블에 저장. "
                        "단, KIS는 시세+호가 합산 40개 한도라서 ON 시 최대 20종목만 추적 가능"
                    )),
+                _f("WS_TICK_SAVE_KIS", "📈 KIS 체결 틱 수집", "bool", default=True,
+                   hint="ON = KIS 체결 틱을 ws_ticks 테이블에 저장 (기본값: ON)"),
+                _f("WS_TICK_SAVE_KIWOOM", "📈 키움 체결 틱 수집", "bool", default=True,
+                   hint="ON = 키움 체결 틱을 ws_ticks 테이블에 저장 (기본값: ON)"),
+                _f("WS_ORDERBOOK_SAVE_KIWOOM", "📋 키움 실시간 호가 수집", "bool", default=True,
+                   hint="ON = 키움 호가를 ws_orderbook 테이블에 저장 (기본값: ON)"),
             ],
         },
         {
[diff_block_end]

Please note that the above snippet only shows the MODIFIED lines from the last change. It shows up to 3 lines of unchanged lines before and after the modified lines. The actual file contents may have many more lines not shown.


Question: optuna


Created At: 2026-08-10T04:10:33Z
Completed At: 2026-08-10T04:10:33Z
Encountered error in step execution: search path file:///home/hoon/kis_bot/kis_trader/web/templates/backtest.html does not exist


Question: optuna


Created At: 2026-08-10T04:10:38Z
Completed At: 2026-08-10T04:10:38Z
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":22,"LineContent":"    \u003c!-- Optuna 전역 미니 프로그레스 (어느 탭에서든) --\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":23,"LineContent":"    \u003cdiv id=\"optuna_nav_bar\" class=\"optuna-nav-bar d-none flex-grow-1\" style=\"max-width:420px;cursor:pointer\""}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":24,"LineContent":"         title=\"Optuna 탭으로 이동\" onclick=\"optunaGoTab()\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":26,"LineContent":"        \u003cspan id=\"optuna_nav_label\"\u003eOptuna\u003c/span\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":27,"LineContent":"        \u003cspan id=\"optuna_nav_pct\"\u003e0%\u003c/span\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":29,"LineContent":"      \u003cdiv class=\"optuna-prog-track\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":30,"LineContent":"        \u003cdiv class=\"optuna-prog-fill\" id=\"optuna_nav_fill\" style=\"width:0%\"\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":34,"LineContent":"    \u003cdiv id=\"btjob_nav_bar\" class=\"optuna-nav-bar d-none flex-grow-1\" style=\"max-width:360px;cursor:pointer\""}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":40,"LineContent":"      \u003cdiv class=\"optuna-prog-track\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":41,"LineContent":"        \u003cdiv class=\"optuna-prog-fill\" id=\"btjob_nav_fill\" style=\"width:0%\"\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":75,"LineContent":"    \u003cli class=\"nav-item\"\u003e\u003ca class=\"nav-link\"         data-tab=\"optuna\" href=\"#\"\u003e🔬 Optuna\u003c/a\u003e\u003c/li\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":676,"LineContent":"          \u003cdiv class=\"optuna-prog-track mb-1\" style=\"height:10px;max-width:480px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":677,"LineContent":"            \u003cdiv class=\"optuna-prog-fill\" id=\"scalp_bt_tab_fill\" style=\"width:0%\"\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":873,"LineContent":"            \u003cdiv class=\"bt-ohlc-fallback-warn\"\u003e백테·Optuna·파람서치에서 OHLC로 숫자 변조 절대금지 (실매=틱만)\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":1215,"LineContent":"          \u003cdiv class=\"optuna-prog-track mb-1\" style=\"height:10px;max-width:480px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":1216,"LineContent":"            \u003cdiv class=\"optuna-prog-fill\" id=\"tlbt_tab_fill\" style=\"width:0%\"\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":1793,"LineContent":"          \u003cdiv class=\"optuna-prog-track mb-1\" style=\"height:10px;max-width:480px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":1794,"LineContent":"            \u003cdiv class=\"optuna-prog-fill\" id=\"bo_bt_tab_fill\" style=\"width:0%\"\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":2489,"LineContent":"          \u003cdiv class=\"optuna-prog-track mb-1\" style=\"height:10px;max-width:480px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":2490,"LineContent":"            \u003cdiv class=\"optuna-prog-fill\" id=\"tlbt_tab_fill\" style=\"width:0%\"\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":3067,"LineContent":"          \u003cdiv class=\"optuna-prog-track mb-1\" style=\"height:10px;max-width:480px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":3068,"LineContent":"            \u003cdiv class=\"optuna-prog-fill\" id=\"bo_bt_tab_fill\" style=\"width:0%\"\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":3767,"LineContent":"          \u003cdiv class=\"optuna-prog-track mb-1\" style=\"height:10px;max-width:480px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":3768,"LineContent":"            \u003cdiv class=\"optuna-prog-fill\" id=\"mom_bt_tab_fill\" style=\"width:0%\"\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":3895,"LineContent":"          • 실거래 ID: \u003ccode\u003eUS_MOMENTUM\u003c/code\u003e (국내 \u003ccode\u003eMOMENTUM\u003c/code\u003e 과 분리) · Optuna: \u003ccode\u003eus_momentum\u003c/code\u003e\u003cbr\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":3937,"LineContent":"      \u003c!-- 종목 cfg Optuna (전역 Optuna 탭과 분리) --\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":3940,"LineContent":"          \u003cstrong style=\"font-size:13px\"\u003e🔬 이 종목 Optuna → \u003ccode\u003eus_momentum_stock_config\u003c/code\u003e\u003c/strong\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":3963,"LineContent":"            \u003cbutton type=\"button\" class=\"btn btn-sm btn-primary\" id=\"usmom_opt_btn_start\" onclick=\"usmomStockOptunaStart()\"\u003e이 종목 Optuna\u003c/button\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":3964,"LineContent":"            \u003cbutton type=\"button\" class=\"btn btn-sm btn-outline-danger\" id=\"usmom_opt_btn_stop\" onclick=\"usmomStockOptunaStop()\" disabled\u003e중지\u003c/button\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":3965,"LineContent":"            \u003cbutton type=\"button\" class=\"btn btn-sm btn-outline-info\" id=\"usmom_opt_btn_fill\" onclick=\"usmomStockOptunaFillForm()\" disabled\u003e폼에 넣기\u003c/button\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":3966,"LineContent":"            \u003cbutton type=\"button\" class=\"btn btn-sm btn-outline-success\" id=\"usmom_opt_btn_apply\" onclick=\"usmomStockOptunaApply()\" disabled\u003e종목행에 적용\u003c/button\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":3972,"LineContent":"            \u003cdiv class=\"optuna-prog-track mb-1\" style=\"height:10px;max-width:480px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":3973,"LineContent":"              \u003cdiv class=\"optuna-prog-fill\" id=\"usmom_opt_fill\" style=\"width:0%\"\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":4022,"LineContent":"                \u003cbutton type=\"button\" class=\"btn btn-sm btn-outline-info\" id=\"usmom_opt_btn_fill_sel\" onclick=\"usmomStockOptunaFillSelected()\" disabled\u003e선택 → 폼에 넣기\u003c/button\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":4023,"LineContent":"                \u003cbutton type=\"button\" class=\"btn btn-sm btn-outline-success\" id=\"usmom_opt_btn_apply_sel\" onclick=\"usmomStockOptunaApplySelected()\" disabled\u003e선택 → 종목행 적용\u003c/button\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":4066,"LineContent":"          \u003cbutton type=\"button\" class=\"btn btn-outline-secondary btn-sm\" onclick=\"usmomGoOptuna()\" title=\"Optuna 탭 · 전역 US_MOMENTUM_*\"\u003e🔬 전역 Optuna\u003c/button\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":4067,"LineContent":"          \u003csmall class=\"text-muted\"\u003e종목 cfg Optuna는 위 종목 카드 · 전역은 Optuna 탭\u003c/small\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":4354,"LineContent":"          \u003cdiv class=\"optuna-prog-track mb-1\" style=\"height:10px;max-width:480px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":4355,"LineContent":"            \u003cdiv class=\"optuna-prog-fill\" id=\"tlbt_tab_fill\" style=\"width:0%\"\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":4932,"LineContent":"          \u003cdiv class=\"optuna-prog-track mb-1\" style=\"height:10px;max-width:480px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":4933,"LineContent":"            \u003cdiv class=\"optuna-prog-fill\" id=\"bo_bt_tab_fill\" style=\"width:0%\"\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":5628,"LineContent":"          \u003cdiv class=\"optuna-prog-track mb-1\" style=\"height:10px;max-width:480px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":5629,"LineContent":"            \u003cdiv class=\"optuna-prog-fill\" id=\"tlbt_tab_fill\" style=\"width:0%\"\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":6206,"LineContent":"          \u003cdiv class=\"optuna-prog-track mb-1\" style=\"height:10px;max-width:480px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":6207,"LineContent":"            \u003cdiv class=\"optuna-prog-fill\" id=\"bo_bt_tab_fill\" style=\"width:0%\"\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":6906,"LineContent":"          \u003cdiv class=\"optuna-prog-track mb-1\" style=\"height:10px;max-width:480px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":6907,"LineContent":"            \u003cdiv class=\"optuna-prog-fill\" id=\"mom_bt_tab_fill\" style=\"width:0%\"\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":7034,"LineContent":"          • 실거래 ID: \u003ccode\u003eUS_MOMENTUM\u003c/code\u003e (국내 \u003ccode\u003eMOMENTUM\u003c/code\u003e 과 분리) · Optuna: \u003ccode\u003eus_momentum\u003c/code\u003e\u003cbr\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":7076,"LineContent":"      \u003c!-- 종목 cfg Optuna (전역 Optuna 탭과 분리) --\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":7079,"LineContent":"          \u003cstrong style=\"font-size:13px\"\u003e🔬 이 종목 Optuna → \u003ccode\u003eus_momentum_stock_config\u003c/code\u003e\u003c/strong\u003e"}
(...27 more results not shown)


Created At: 2026-08-10T04:10:43Z
Completed At: 2026-08-10T04:10:43Z
No results found


Created At: 2026-08-10T04:10:48Z
Completed At: 2026-08-10T04:10:48Z
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8082,"LineContent":"          \u003cdiv class=\"d-flex flex-wrap align-items-center gap-2\" id=\"opt_strat_checks\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8096,"LineContent":"          \u003cinput type=\"date\" id=\"opt_start\" class=\"form-control form-control-sm\" style=\"width:150px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8100,"LineContent":"          \u003cinput type=\"date\" id=\"opt_end\" class=\"form-control form-control-sm\" style=\"width:150px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8104,"LineContent":"          \u003cinput type=\"number\" id=\"opt_trials\" class=\"form-control form-control-sm\" style=\"width:90px\" value=\"200\" min=\"1\" max=\"2000\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8108,"LineContent":"          \u003cinput type=\"text\" id=\"opt_mode\" class=\"form-control form-control-sm\" style=\"width:80px\" value=\"tpe\" readonly\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8112,"LineContent":"          \u003cselect class=\"form-select form-select-sm\" id=\"opt_univ_history_source\" style=\"width:160px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8118,"LineContent":"          \u003cbutton class=\"btn btn-sm btn-primary\" id=\"opt_btn_start\" onclick=\"optunaStart()\"\u003e시작\u003c/button\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8119,"LineContent":"          \u003cbutton class=\"btn btn-sm btn-outline-danger\" id=\"opt_btn_stop\" onclick=\"optunaStop()\" disabled\u003e중지\u003c/button\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8126,"LineContent":"    \u003cdiv class=\"card p-3 mb-3\" id=\"opt_status_card\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8129,"LineContent":"        \u003cdiv class=\"optuna-prog-fill\" id=\"opt_tab_fill\" style=\"width:0%\"\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8133,"LineContent":"          \u003cdiv\u003e\u003cspan class=\"text-muted\"\u003e상태\u003c/span\u003e \u003cb id=\"opt_st_status\"\u003e—\u003c/b\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8134,"LineContent":"          \u003cdiv\u003e\u003cspan class=\"text-muted\"\u003e잡\u003c/span\u003e \u003ccode id=\"opt_st_job\"\u003e—\u003c/code\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8135,"LineContent":"          \u003cdiv\u003e\u003cspan class=\"text-muted\"\u003estudy\u003c/span\u003e \u003ccode id=\"opt_st_study\" style=\"font-size:11px\"\u003e—\u003c/code\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8136,"LineContent":"          \u003cdiv\u003e\u003cspan class=\"text-muted\"\u003etrial\u003c/span\u003e \u003cspan id=\"opt_st_trials\"\u003e—\u003c/span\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8139,"LineContent":"          \u003cdiv\u003e\u003cspan class=\"text-muted\"\u003e로그\u003c/span\u003e \u003ccode id=\"opt_st_log\" style=\"font-size:11px\"\u003e—\u003c/code\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8140,"LineContent":"          \u003cdiv\u003e\u003cspan class=\"text-muted\"\u003e결과 JSON\u003c/span\u003e \u003ccode id=\"opt_st_json\" style=\"font-size:11px\"\u003e—\u003c/code\u003e\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8141,"LineContent":"          \u003cdiv id=\"opt_st_top\" class=\"mt-1 text-muted\"\u003e—\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8144,"LineContent":"      \u003cpre id=\"opt_log_tail\" class=\"mt-2 small text-muted p-2\" style=\"max-height:180px;overflow:auto;background:#0d1117;border:1px solid var(--border);border-radius:6px;white-space:pre-wrap\"\u003e\u003c/pre\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8145,"LineContent":"      \u003cdiv id=\"opt_apply_box\" class=\"mt-3 d-none\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8146,"LineContent":"        \u003cbutton class=\"btn btn-sm btn-success\" id=\"opt_btn_apply_gated\" onclick=\"optunaApply('gated',1)\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8149,"LineContent":"        \u003cbutton class=\"btn btn-sm btn-outline-info\" id=\"opt_btn_apply_stable\" onclick=\"optunaApply('stable',1)\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8152,"LineContent":"        \u003cbutton class=\"btn btn-sm btn-outline-success\" id=\"opt_btn_apply_mode\" onclick=\"optunaApply('mode',1)\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8170,"LineContent":"          \u003ctbody id=\"opt_compare_tbody\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8175,"LineContent":"      \u003cdiv id=\"opt_vs_best\" class=\"small text-muted\"\u003e—\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8176,"LineContent":"      \u003cdiv id=\"opt_stable_gates\" class=\"small text-muted mt-1\"\u003e—\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8177,"LineContent":"      \u003cdiv id=\"opt_daily_trail_rec\" class=\"mt-2 p-2 small\" style=\"background:rgba(56,139,253,0.08);border:1px solid var(--border);border-radius:6px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8179,"LineContent":"        \u003cdiv id=\"opt_daily_trail_rec_body\"\u003e완료 후 표시\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8181,"LineContent":"      \u003cdiv id=\"opt_orderbook_rec\" class=\"mt-2 p-2 small\" style=\"background:rgba(210,168,255,0.08);border:1px solid var(--border);border-radius:6px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8183,"LineContent":"        \u003cdiv id=\"opt_orderbook_rec_body\"\u003e완료 후 표시\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8185,"LineContent":"      \u003cdiv id=\"opt_whipsaw_rec\" class=\"mt-2 p-2 small\" style=\"background:rgba(248,81,73,0.06);border:1px solid var(--border);border-radius:6px\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8187,"LineContent":"        \u003cdiv id=\"opt_whipsaw_rec_body\"\u003e완료 후 표시\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8201,"LineContent":"          \u003ctbody id=\"opt_top5_tbody\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8219,"LineContent":"          \u003ctbody id=\"opt_top5_stable_tbody\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8226,"LineContent":"    \u003cdiv class=\"card p-3 mb-3\" id=\"opt_detail_card\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8227,"LineContent":"      \u003ch6\u003e선택 후보 상세 \u003csmall class=\"text-muted\" id=\"opt_detail_title\"\u003eTop5「보기」또는 비교표 행 선택\u003c/small\u003e\u003c/h6\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8228,"LineContent":"      \u003cdiv id=\"opt_detail_metrics\" class=\"mb-2 small text-muted\"\u003e아직 선택 없음\u003c/div\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8229,"LineContent":"      \u003cpre id=\"opt_detail_params\" class=\"small p-2 mb-0\" style=\"max-height:220px;overflow:auto;background:#0d1117;border:1px solid var(--border);border-radius:6px;white-space:pre-wrap;color:var(--text)\"\u003e—\u003c/pre\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8234,"LineContent":"      \u003cpre id=\"opt_briefing\" class=\"small\" style=\"max-height:280px;overflow:auto;white-space:pre-wrap;color:var(--text)\"\u003e—\u003c/pre\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8243,"LineContent":"          \u003cselect id=\"opt_jobs_sort\" class=\"form-select form-select-sm\" style=\"width:120px\" onchange=\"optunaRefreshJobs()\"\u003e"}
{"File":"/home/hoon/kis_bot/templates/backtest.html","LineNumber":8256,"LineContent":"          \u003ctbody id=\"opt_jobs_tbody\"\u003e\u003ctr\u003e\u003ctd colspan=\"8\" class=\"text-muted\"\u003e로딩…\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e"}


Created At: 2026-08-10T04:10:54Z
Completed At: 2026-08-10T04:10:54Z
File Path: `file:///home/hoon/kis_bot/templates/backtest.html`
Total Lines: 8266
Total Bytes: 579258
Showing lines 8080 to 8120
The following code has been modified to include a line number before every line, in the format: <line_number>: <original_line>. Please note that any changes targeting the original code should remove the line number, colon, and leading space.
8080:

8081:           전략 (여러 개면 순차 · 해외는 따로 체크)
8082:

8083:             <input class="form-check-input opt-strat-cb" type="checkbox" value="momentum" checked> 모멘텀
8084:
8085:             <input class="form-check-input opt-strat-cb" type="checkbox" value="us_momentum"> 해외모멘텀(전역)
8086:
8087:             <input class="form-check-input opt-strat-cb" type="checkbox" value="tail"> 꼬리
8088:             <input class="form-check-input opt-strat-cb" type="checkbox" value="breakout"> 돌파
8089:             <input class="form-check-input opt-strat-cb" type="checkbox" value="scalp"> 스캘핑
8090:             <button type="button" class="btn btn-sm btn-outline-secondary py-0" onclick="optunaPickKr4()">국내4</button>
8091:             <button type="button" class="btn btn-sm btn-outline-secondary py-0" onclick="optunaPickNone()">해제</button>
8092:

8093:

8094:

8095:           시작
8096:           <input type="date" id="opt_start" class="form-control form-control-sm" style="width:150px">
8097:

8098:

8099:           종료
8100:           <input type="date" id="opt_end" class="form-control form-control-sm" style="width:150px">
8101:

8102:

8103:           trials
8104:           <input type="number" id="opt_trials" class="form-control form-control-sm" style="width:90px" value="200" min="1" max="2000">
8105:

8106:

8107:           mode
8108:           <input type="text" id="opt_mode" class="form-control form-control-sm" style="width:80px" value="tpe" readonly>
8109:

8110:

8111:           이력소스
8112:           <select class="form-select form-select-sm" id="opt_univ_history_source" style="width:160px">
8113:             <option value="kiwoom" selected>키움 (target)</option>
8114:             <option value="ls">LS (ls_candidates)</option>
8115:           </select>
8116:

8117:

8118:           <button class="btn btn-sm btn-primary" id="opt_btn_start" onclick="optunaStart()">시작</button>
8119:           <button class="btn btn-sm btn-outline-danger" id="opt_btn_stop" onclick="optunaStop()" disabled>중지</button>
8120:           <button class="btn btn-sm btn-outline-secondary" onclick="optunaRefreshJobs()">새로고침</button>
The above content does NOT show the entire file contents. If you need to view any lines of the file which were not shown to complete your task, call this tool again to view those lines.


Optuna UI에 틱 소스와 호가 소스 선택 추가

Instruction: templates/backtest.html의 opt_univ_history_source 다음 항목으로 틱 소스 및 호가 소스를 선택할 수 있는 select 박스 두 개를 추가합니다.

          이력소스
          <select class="form-select form-select-sm" id="opt_univ_history_source" style="width:160px">
            <option value="kiwoom" selected>키움 (target)</option>
            <option value="ls">LS (ls_candidates)</option>
          </select>

          틱 소스
          <select class="form-select form-select-sm" id="opt_tick_source" style="width:120px">
            <option value="" selected>전체 (기본)</option>
            <option value="kiwoom">키움 (kiwoom)</option>
            <option value="kis">KIS (kis)</option>
          </select>

          호가 소스
          <select class="form-select form-select-sm" id="opt_ob_source" style="width:120px">
            <option value="" selected>전체 (기본)</option>
            <option value="kiwoom_0d">키움 (kiwoom_0d)</option>
            <option value="kis">KIS (kis)</option>
          </select>


Created At: 2026-08-10T04:11:03Z
Completed At: 2026-08-10T04:11:05Z
The following changes were made by the multi_replace_file_content tool to: /home/hoon/kis_bot/templates/backtest.html. If relevant, proactively run terminal commands to execute this code for the USER. Don't ask for permission.
[diff_block_start]
@@ -8115,6 +8115,22 @@
           </select>

+          틱 소스
+          <select class="form-select form-select-sm" id="opt_tick_source" style="width:120px">
+            <option value="" selected>전체 (기본)</option>
+            <option value="kiwoom">키움 (kiwoom)</option>
+            <option value="kis">KIS (kis)</option>
+          </select>
+

+

+          호가 소스
+          <select class="form-select form-select-sm" id="opt_ob_source" style="width:120px">
+            <option value="" selected>전체 (기본)</option>
+            <option value="kiwoom_0d">키움 (kiwoom_0d)</option>
+            <option value="kis">KIS (kis)</option>
+          </select>
+

+

           <button class="btn btn-sm btn-primary" id="opt_btn_start" onclick="optunaStart()">시작</button>
           <button class="btn btn-sm btn-outline-danger" id="opt_btn_stop" onclick="optunaStop()" disabled>중지</button>
           <button class="btn btn-sm btn-outline-secondary" onclick="optunaRefreshJobs()">새로고침</button>
[diff_block_end]

Please note that the above snippet only shows the MODIFIED lines from the last change. It shows up to 3 lines of unchanged lines before and after the modified lines. The actual file contents may have many more lines not shown.


Question: function optunaStart()


Created At: 2026-08-10T04:11:11Z
Completed At: 2026-08-10T04:11:11Z
{"File":"/home/hoon/kis_bot/static/js/backtest.js","LineNumber":8680,"LineContent":"async function optunaStart() {"}


The following is an <EPHEMERAL_MESSAGE> not actually sent by the user. It is provided by the system as a set of reminders and general important information to pay attention to. Do NOT respond to this message, just act accordingly.

<EPHEMERAL_MESSAGE>
<planning_mode>
You're in planning mode. Exercise judgement on whether the user's last request warrants a plan and take action accordingly.
If the user's request warrants a plan then follow this workflow:
1. Research first before taking actions. Do not use your code editing tools or run modifying commands during this time.
2. Create an implementation plan artifact with `request_feedback = true` to request approval. Include any open questions for the user directly in the implementation plan. Don't use the ask_question tool to ask these questions. Stop calling tools and allow the user to review the plan and provide feedback or approval.
3. After receiving approval, begin execution. Create and update the task artifact as you work.
4. Verify any work that you have done.
5. Create a walkthrough artifact to present your work to the user. When writing artifacts, make sure to follow the artifact formatting guidelines and use github alerts to highlight critical sections.
If the user's request does NOT warrant a plan then continue your work WITHOUT making a plan or requesting user feedback.
</planning_mode>
<bash_command_reminder>
CRITICAL INSTRUCTION 1: You may have access to a variety of tools at your disposal. Some tools may be for a specific task such as 'view_file' (for viewing contents of a file). Others may be very broadly applicable such as the ability to run a command on a terminal. Always prioritize using the most specific tool you can for the task at hand. Here are some rules: (a) NEVER run cat inside a bash command to create a new file or append to an existing file. (b) ALWAYS use grep_search instead of running grep inside a bash command unless absolutely needed. (c) DO NOT use ls for listing, cat for viewing, grep for finding, sed for replacing. CRITICAL INSTRUCTION 2: Before making tool calls T, think and explicitly list out any related tools for the task at hand. You can only execute a set of tools T if all other tools in the list are either more generic or cannot be used for the task at hand. ALWAYS START your thought with recalling critical instructions 1 and 2. In particular, the format for the start of your thought block must be '...94>thought
CRITICAL INSTRUCTION 1: ...
CRITICAL INSTRUCTION 2: ...'.
</bash_command_reminder>
</EPHEMERAL_MESSAGE>


Created At: 2026-08-10T04:11:17Z
Completed At: 2026-08-10T04:11:17Z
File Path: `file:///home/hoon/kis_bot/static/js/backtest.js`
Total Lines: 8885
Total Bytes: 393347
Showing lines 8680 to 8750
The following code has been modified to include a line number before every line, in the format: <line_number>: <original_line>. Please note that any changes targeting the original code should remove the line number, colon, and leading space.
8680: async function optunaStart() {
8681:   const strategies = optunaSelectedStrategies();
8682:   const start = $('opt_start')?.value;
8683:   const end = $('opt_end')?.value;
8684:   const trials = parseInt($('opt_trials')?.value || '200', 10);
8685:   const mode = $('opt_mode')?.value || 'tpe';
8686:   const univSrc = univHistorySourceParam('opt_univ_history_source');
8687:   if (!strategies.length) { alert('전략을 1개 이상 체크하세요'); return; }
8688:   if (!start || !end) { alert('시작·종료일을 입력하세요'); return; }
8689:   const how = strategies.length >= 2 ? `순차 ${strategies.length}개` : strategies[0];
8690:   const srcLabel = univSrc === 'ls' ? 'LS' : '키움';
8691:   if (!confirm(`Optuna 시작?\n${how}: ${strategies.join(', ')}\n${start}~${end} trials=${trials}\n이력소스=${srcLabel}\n(DB 미적용)`)) return;
8692:   try {
8693:     const r = await fetch('/api/optuna/start', {
8694:       method: 'POST',
8695:       headers: { 'Content-Type': 'application/json' },
8696:       body: JSON.stringify({
8697:         strategies, start, end, trials, mode,
8698:         universe_history_source: univSrc,
8699:       }),
8700:     });
8701:     const j = await r.json();
8702:     if (!j.ok) { alert('❌ ' + (j.error || '시작 실패')); return; }
8703:     _optunaJobId = j.job.job_id;
8704:     localStorage.setItem(OPTUNA_LS_KEY, _optunaJobId);
8705:     optunaRenderJob(j.job);
8706:     optunaStartPolling();
8707:     optunaRefreshJobs();
8708:   } catch (e) {
8709:     alert('오류: ' + e);
8710:   }
8711: }
8712:
8713: async function optunaStop() {
8714:   if (!_optunaJobId) return;
8715:   if (!confirm('실행 중 Optuna를 중지할까요?')) return;
8716:   try {
8717:     const r = await fetch('/api/optuna/stop/' + encodeURIComponent(_optunaJobId), { method: 'POST' });
8718:     const j = await r.json();
8719:     if (!j.ok) { alert(j.error || '중지 실패'); return; }
8720:     optunaRenderJob(j.job);
8721:     optunaRefreshJobs();
8722:   } catch (e) { alert('오류: ' + e); }
8723: }
8724:
8725: async function optunaRunPostProcess() {
8726:   if (!confirm('4개 전략 모두에 대해 호가 및 휩쏘 후처리를 일괄 실행합니다.\n백그라운드에서 실행되며 1~2분 소요될 수 있습니다. 계속할까요?')) return;
8727:   try {
8728:     const r = await fetch('/api/optuna/postprocess', { method: 'POST' });
8729:     const j = await r.json();
8730:     if (!j.ok) { alert(j.error || '실패'); return; }
8731:     alert(j.message || '실행되었습니다.');
8732:   } catch (e) { alert('네트워크 오류: ' + e); }
8733: }
8734:
8735: async function optunaRefreshJobs() {
8736:   try {
8737:     const sort = $('opt_jobs_sort')?.value || 'started';
8738:     const r = await fetch('/api/optuna/jobs?limit=20&sort=' + encodeURIComponent(sort));
8739:     const j = await r.json();
8740:     const tb = $('opt_jobs_tbody');
8741:     if (!tb) return;
8742:     if (!j.ok || !(j.jobs || []).length) {
8743:       tb.innerHTML = '
잡 없음
';
8744:       return;
8745:     }
8746:     tb.innerHTML = j.jobs.map(job => {
8747:       const prog = job.progress || {};
8748:       const jid = job.job_id;
8749:       const label = job.label || job.strategy || '';
8750:       return `

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optunaStart에 틱/호가 소스 파라미터 추가

Instruction: static/js/backtest.js의 optunaStart 함수에서 opt_tick_source, opt_ob_source 값을 읽어 API 요청 body에 포함시키도록 수정합니다.

  const univSrc = univHistorySourceParam('opt_univ_history_source');
  const tickSrc = $('opt_tick_source')?.value || '';
  const obSrc = $('opt_ob_source')?.value || '';
  if (!strategies.length) { alert('전략을 1개 이상 체크하세요'); return; }
  if (!start || !end) { alert('시작·종료일을 입력하세요'); return; }
  const how = strategies.length >= 2 ? `순차 ${strategies.length}개` : strategies[0];
  const srcLabel = univSrc === 'ls' ? 'LS' : '키움';
  if (!confirm(`Optuna 시작?\n${how}: ${strategies.join(', ')}\n${start}~${end} trials=${trials}\n이력소스=${srcLabel}\n틱=${tickSrc||'전체'}, 호가=${obSrc||'전체'}\n(DB 미적용)`)) return;
  try {
    const r = await fetch('/api/optuna/start', {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify({
        strategies, start, end, trials, mode,
        universe_history_source: univSrc,
        tick_source: tickSrc,
        ob_source: obSrc,
      }),

  const univSrc = univHistorySourceParam('opt_univ_history_source');
  if (!strategies.length) { alert('전략을 1개 이상 체크하세요'); return; }
  if (!start || !end) { alert('시작·종료일을 입력하세요'); return; }
  const how = strategies.length >= 2 ? `순차 ${strategies.length}개` : strategies[0];
  const srcLabel = univSrc === 'ls' ? 'LS' : '키움';
  if (!confirm(`Optuna 시작?\n${how}: ${strategies.join(', ')}\n${start}~${end} trials=${trials}\n이력소스=${srcLabel}\n(DB 미적용)`)) return;
  try {
    const r = await fetch('/api/optuna/start', {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify({
        strategies, start, end, trials, mode,
        universe_history_source: univSrc,
      }),


Created At: 2026-08-10T04:11:26Z
Completed At: 2026-08-10T04:11:29Z
The following changes were made by the multi_replace_file_content tool to: /home/hoon/kis_bot/static/js/backtest.js. If relevant, proactively run terminal commands to execute this code for the USER. Don't ask for permission.
[diff_block_start]
@@ -8684,6 +8684,8 @@
   const trials = parseInt($('opt_trials')?.value || '200', 10);
   const mode = $('opt_mode')?.value || 'tpe';
   const univSrc = univHistorySourceParam('opt_univ_history_source');
+  const tickSrc = $('opt_tick_source')?.value || '';
+  const obSrc = $('opt_ob_source')?.value || '';
   if (!strategies.length) { alert('전략을 1개 이상 체크하세요'); return; }
   if (!start || !end) { alert('시작·종료일을 입력하세요'); return; }
   const how = strategies.length >= 2 ? `순차 ${strategies.length}개` : strategies[0];
@@ -8690,4 +8690,4 @@
-  if (!confirm(`Optuna 시작?\n${how}: ${strategies.join(', ')}\n${start}~${end} trials=${trials}\n이력소스=${srcLabel}\n(DB 미적용)`)) return;
+  if (!confirm(`Optuna 시작?\n${how}: ${strategies.join(', ')}\n${start}~${end} trials=${trials}\n이력소스=${srcLabel}\n틱=${tickSrc||'전체'}, 호가=${obSrc||'전체'}\n(DB 미적용)`)) return;
   try {
     const r = await fetch('/api/optuna/start', {
       method: 'POST',
@@ -8694,6 +8694,8 @@
       body: JSON.stringify({
         strategies, start, end, trials, mode,
         universe_history_source: univSrc,
+        tick_source: tickSrc,
+        ob_source: obSrc,
       }),
     });
     const j = await r.json();
[diff_block_end]

Please note that the above snippet only shows the MODIFIED lines from the last change. It shows up to 3 lines of unchanged lines before and after the modified lines. The actual file contents may have many more lines not shown.


Created At: 2026-08-10T04:11:34Z
Completed At: 2026-08-10T04:11:34Z
{"File":"/home/hoon/kis_bot/backtest_web.py","LineNumber":9270,"LineContent":"def api_optuna_start():"}


Created At: 2026-08-10T04:11:38Z
Completed At: 2026-08-10T04:11:38Z
File Path: `file:///home/hoon/kis_bot/backtest_web.py`
Total Lines: 9798
Total Bytes: 420957
Showing lines 9270 to 9320
The following code has been modified to include a line number before every line, in the format: <line_number>: <original_line>. Please note that any changes targeting the original code should remove the line number, colon, and leading space.
9270: def api_optuna_start():
9271:     """Optuna subprocess 시작. apply-best 없음.
9272:     body: strategies[] 또는 strategy, start, end, trials, mode[, symbol].
9273:     symbol 있으면 us_momentum 종목 cfg Optuna (1종목).
9274:     """
9275:     from kis_trader.backtest import optuna_web_jobs as owj
9276:
9277:     body = request.get_json(silent=True) or {}
9278:     # form 도 허용
9279:     strategy = (body.get("strategy") or request.form.get("strategy") or "").strip()
9280:     strategies = body.get("strategies")
9281:     if strategies is None and request.form.get("strategies"):
9282:         strategies = request.form.get("strategies")
9283:     start = (body.get("start") or request.form.get("start") or "").strip()
9284:     end = (body.get("end") or request.form.get("end") or "").strip()
9285:     mode = (body.get("mode") or request.form.get("mode") or "tpe").strip()
9286:     symbol = (body.get("symbol") or request.form.get("symbol") or "").strip()
9287:     hist_src = (
9288:         body.get("universe_history_source")
9289:         or request.form.get("universe_history_source")
9290:         or ""
9291:     )
9292:     hist_src = str(hist_src).strip().lower() or None
9293:     try:
9294:         trials = int(body.get("trials") or request.form.get("trials") or 200)
9295:     except (TypeError, ValueError):
9296:         trials = 200
9297:     try:
9298:         meta = owj.start_optuna_job(
9299:             strategy=strategy or None,
9300:             strategies=strategies,
9301:             start=start,
9302:             end=end,
9303:             trials=trials,
9304:             mode=mode,
9305:             symbol=symbol or None,
9306:             universe_history_source=hist_src,
9307:         )
9308:         return jsonify({"ok": True, "job": meta})
9309:     except Exception as e:
9310:         logger.warning("optuna start failed: %s", e)
9311:         return jsonify({"ok": False, "error": str(e)}), 400
9312:
9313:
9314: @app.route("/api/optuna/status/<job_id>", methods=["GET"])
9315: def api_optuna_status(job_id: str):
9316:     from kis_trader.backtest import optuna_web_jobs as owj
9317:
9318:     meta = owj.load_job(job_id)
9319:     if not meta:
9320:         return jsonify({"ok": False, "error": "없는 job_id"}), 404
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backtest_web.py api_optuna_start 틱/호가 파라미터 추가

Instruction: api_optuna_start 함수에서 tick_source, ob_source 인자를 파싱하고 start_optuna_job 호출 시 넘기도록 수정합니다.

    tick_src = (body.get("tick_source") or request.form.get("tick_source") or "").strip()
    ob_src = (body.get("ob_source") or request.form.get("ob_source") or "").strip()

    try:
        trials = int(body.get("trials") or request.form.get("trials") or 200)
    except (TypeError, ValueError):
        trials = 200
    try:
        meta = owj.start_optuna_job(
            strategy=strategy or None,
            strategies=strategies,
            start=start,
            end=end,
            trials=trials,
            mode=mode,
            symbol=symbol or None,
            universe_history_source=hist_src,
            tick_source=tick_src or None,
            ob_source=ob_src or None,
        )

    try:
        trials = int(body.get("trials") or request.form.get("trials") or 200)
    except (TypeError, ValueError):
        trials = 200
    try:
        meta = owj.start_optuna_job(
            strategy=strategy or None,
            strategies=strategies,
            start=start,
            end=end,
            trials=trials,
            mode=mode,
            symbol=symbol or None,
            universe_history_source=hist_src,
        )


Created At: 2026-08-10T04:11:47Z
Completed At: 2026-08-10T04:11:49Z
The following changes were made by the multi_replace_file_content tool to: /home/hoon/kis_bot/backtest_web.py. If relevant, proactively run terminal commands to execute this code for the USER. Don't ask for permission.
[diff_block_start]
@@ -9290,6 +9290,9 @@
         or ""
     )
     hist_src = str(hist_src).strip().lower() or None
+    tick_src = (body.get("tick_source") or request.form.get("tick_source") or "").strip()
+    ob_src = (body.get("ob_source") or request.form.get("ob_source") or "").strip()
+
     try:
         trials = int(body.get("trials") or request.form.get("trials") or 200)
     except (TypeError, ValueError):
@@ -9303,6 +9303,8 @@
             mode=mode,
             symbol=symbol or None,
             universe_history_source=hist_src,
+            tick_source=tick_src or None,
+            ob_source=ob_src or None,
         )
         return jsonify({"ok": True, "job": meta})
     except Exception as e:
[diff_block_end]

Please note that the above snippet only shows the MODIFIED lines from the last change. It shows up to 3 lines of unchanged lines before and after the modified lines. The actual file contents may have many more lines not shown.


Created At: 2026-08-10T04:11:56Z
Completed At: 2026-08-10T04:11:56Z
File Path: `file:///home/hoon/kis_bot/kis_trader/backtest/optuna_web_jobs.py`
Total Lines: 1129
Total Bytes: 40680
Showing lines 115 to 150
The following code has been modified to include a line number before every line, in the format: <line_number>: <original_line>. Please note that any changes targeting the original code should remove the line number, colon, and leading space.
115:         pass
116:
117:
118: def _pid_alive(pid: Optional[int]) -> bool:
119:     """프로세스가 실제로 살아 있으면 True. 좀비(Z)는 회수 후 False."""
120:     if not pid or int(pid) <= 0:
121:         return False
122:     try:
123:         os.kill(int(pid), 0)
124:     except OSError:
125:         return False
126:     # Linux: /proc/<pid>/stat 상태 Z = 좀비 (부모 wait 안 함 → kill 0 은 성공)
127:     try:
128:         raw = Path("/proc/%d/stat" % int(pid)).read_text(encoding="utf-8", errors="replace")
129:         rp = raw.rfind(")")
130:         if rp >= 0 and rp + 2 < len(raw):
131:             state = raw[rp + 2 : rp + 3]
132:             if state == "Z":
133:                 _try_reap_child(int(pid))
134:                 return False
135:     except Exception:
136:         pass
137:     return True
138:
139:
140: def _spawn_job_reaper(
141:     proc: subprocess.Popen,
142:     job_id: str,
143:     log_f: Any,
144: ) -> None:
145:     """
146:     근본: Popen 자식을 wait 해서 좀비 방지 + 종료 시 job JSON 즉시 done/error 확정.
147:     웹 프로세스가 부모로 남는 한 이 스레드가 필수.
148:     """
149:
150:     def _run() -> None:
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Question: def start_optuna_job


Created At: 2026-08-10T04:12:01Z
Completed At: 2026-08-10T04:12:01Z
{"File":"/home/hoon/kis_bot/kis_trader/backtest/optuna_web_jobs.py","LineNumber":940,"LineContent":"def start_optuna_job("}


optuna_web_jobs.py start_optuna_job 함수 내용 확인


Created At: 2026-08-10T04:12:06Z
Completed At: 2026-08-10T04:12:06Z
File Path: `file:///home/hoon/kis_bot/kis_trader/backtest/optuna_web_jobs.py`
Total Lines: 1129
Total Bytes: 40680
Showing lines 940 to 980
The following code has been modified to include a line number before every line, in the format: <line_number>: <original_line>. Please note that any changes targeting the original code should remove the line number, colon, and leading space.
940: def start_optuna_job(
941:     *,
942:     strategy: Optional[str] = None,
943:     strategies: Optional[Any] = None,
944:     start: str,
945:     end: str,
946:     trials: int = 200,
947:     mode: str = "tpe",
948:     symbol: Optional[str] = None,
949:     universe_history_source: Optional[str] = None,
950: ) -> Dict[str, Any]:
951:     """
952:     subprocess 로 Optuna 시작. apply-best 없음.
953:     전략 2개 이상 → scripts/run_optuna_4strat_tpe_seq.sh + STRATEGIES=
954:     (레거시 strategy='all' → 국내 4순차, 해외 미포함)
955:     symbol: us_momentum 종목 cfg Optuna (1종목 유니버스). 순차잡과 병행 불가.
956:     universe_history_source: kiwoom|ls (저장 후보 이력 테이블).
957:     """
958:     _ensure_dirs()
959:     running = find_running_jobs()
960:     if running:
961:         raise RuntimeError(
962:             f"이미 실행 중 job={running[0].get('job_id')} "
963:             f"({running[0].get('strategy')}). 끝난 뒤 다시 시작하세요."
964:         )
965:     ext = any_optuna_python_running()
966:     if ext:
967:         raise RuntimeError(
968:             "CLI/다른 Optuna 프로세스가 이미 실행 중입니다. "
969:             "끝난 뒤 웹에서 시작하세요. (" + str(ext.get("cmdline") or "")[:120] + ")"
970:         )
971:
972:     picked = _normalize_strategies(strategy=strategy, strategies=strategies)
973:     mode = str(mode or "tpe").strip().lower() or "tpe"
974:     trials = max(1, min(2000, int(trials or 200)))
975:     start = str(start or "").strip()
976:     end = str(end or "").strip()
977:     if not start or not end:
978:         raise ValueError("start/end 필요")
979:     sym = str(symbol or "").strip().upper()
980:     if sym:
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