Created At: 2026-08-10T03:47:33Z
Completed At: 2026-08-10T03:47:33Z
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_breakout.py","LineNumber":1249,"LineContent":"            ob_rows = int(trigger_snap_meta.get(\"ws_orderbook_rows_loaded\") or 0)"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_breakout.py","LineNumber":1253,"LineContent":"                f\"✅ TRIGGER 스냅샷 ws_orderbook {ob_rows:,}건 | ws_program {pg_rows:,}건 \""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_momentum.py","LineNumber":2155,"LineContent":"                ob_rows = int(trigger_snap_meta.get(\"ws_orderbook_rows_loaded\") or 0)"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_momentum.py","LineNumber":2159,"LineContent":"                    f\"✅ TRIGGER 스냅샷 ws_orderbook {ob_rows:,}건 | ws_program {pg_rows:,}건 \""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/backtest_portfolio_common.py","LineNumber":888,"LineContent":"    \"\"\"백테·파람서치 — ws_orderbook/ws_program 로드 (미제공 시 meta_out+DB).\"\"\""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/tail_param_search.py","LineNumber":1371,"LineContent":"            ob_rows = int(trigger_snap_meta.get(\"ws_orderbook_rows_loaded\") or 0)"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/tail_param_search.py","LineNumber":1375,"LineContent":"                \"✅ TRIGGER 스냅샷 ws_orderbook %s건 | ws_program %s건 | log_backfill 판정 %s건\","}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trade_orderbook_enrich.py","LineNumber":4,"LineContent":"필터 ON/OFF 와 무관: 수집된 ws_orderbook / ls_ws_orderbook 으로"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trade_orderbook_enrich.py","LineNumber":246,"LineContent":"        f\"FROM ws_orderbook WHERE market = %s AND code IN ({placeholders}) \""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trade_orderbook_enrich.py","LineNumber":256,"LineContent":"        f\"FROM ls_ws_orderbook WHERE market = %s AND code IN ({placeholders}) \""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trade_orderbook_enrich.py","LineNumber":271,"LineContent":"        logger.debug(\"ls_ws_orderbook 조회 스킵: %s\", e_ls)"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":2,"LineContent":"kis_trader/backtest/trigger_snapshot_loader.py — ws_orderbook / ws_program 백테 로더"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":23,"LineContent":"# LS UH1 등 — history_source=ls 일 때 ls_ws_orderbook 본체"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":87,"LineContent":"    필터 OFF 백테에서 ws_orderbook/ws_program/log_backfill 을 통째로 읽으면"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":241,"LineContent":"    table: str = \"ws_orderbook\","}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":244,"LineContent":"    \"\"\"호가 스냅 행 조회 (ws_orderbook | ls_ws_orderbook).\"\"\""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":252,"LineContent":"    tbl = \"ls_ws_orderbook\" if str(table).strip().lower() == \"ls_ws_orderbook\" else \"ws_orderbook\""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":267,"LineContent":"    if use_strategy_col and tbl == \"ws_orderbook\":"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":276,"LineContent":"    if tbl == \"ls_ws_orderbook\":"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":338,"LineContent":"    history_source=ls → ``ls_ws_orderbook`` 본체만 (키움 log_backfill/filter_eval 폴백 금지)."}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":346,"LineContent":"            if hasattr(db, \"ensure_ws_orderbook_table\"):"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":354,"LineContent":"            table=\"ls_ws_orderbook\", use_strategy_col=False,"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":361,"LineContent":"                table=\"ls_ws_orderbook\", use_strategy_col=False,"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":381,"LineContent":"        if hasattr(db, \"ensure_ws_orderbook_table\"):"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":382,"LineContent":"            db.ensure_ws_orderbook_table()"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":415,"LineContent":"        table=\"ws_orderbook\", use_strategy_col=True,"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":573,"LineContent":"    meta[\"ws_orderbook_rows_loaded\"] = ob_rows"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/optuna_orderbook_recommend.py","LineNumber":85,"LineContent":"        return \"ls_ws_orderbook\""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/optuna_orderbook_recommend.py","LineNumber":86,"LineContent":"    return \"ws_orderbook\""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/optuna_scalping.py","LineNumber":306,"LineContent":"            ob_rows = int(trigger_snap_meta.get(\"ws_orderbook_rows_loaded\") or 0)"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/optuna_scalping.py","LineNumber":309,"LineContent":"                \"✅ TRIGGER 스냅샷 ws_orderbook %s건 | ws_program %s건%s\","}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/optuna_scalping.py","LineNumber":315,"LineContent":"                    \"⚠ ws_orderbook 거의 없음 — 호가필터 ON 이어도 스냅샷 없으면 통과(미차단). \""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":365,"LineContent":"            ob_rows = int(trigger_snap_meta.get(\"ws_orderbook_rows_loaded\") or 0)"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":368,"LineContent":"                \"✅ TRIGGER 스냅샷 ws_orderbook %s건 | ws_program %s건\","}


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".

**Refining Filtering Strategy**

I'm now prioritizing the implementation of source filtering within database operations. Specifically, I'm integrating source filters for `ws_orderbook` and `ws_ticks` in `trigger_snapshot_loader.py` and `database.py`, respectively. The backend API calls `/api/optuna/start` and `/api/holding/backtest` will also be updated to ensure source parameter passing. This addresses the need to differentiate data from KIS and Kiwoom within the same tables. This is an important architectural shift.

**Drafting Implementation Plan**

I'm currently outlining the `implementation_plan.md` document, which will cover modifications across the schema (environment configuration keys), API adjustments, frontend (HTML/JS) updates, backtest data loading logic, and live bot recording logic. The focus is to add granular controls for saving `ws_ticks` and `ws_orderbook` data from KIS and Kiwoom. I am considering these items: setting up checkboxes for live bot data recording in global settings; radio groups in the backtest/Optuna UI; then applying these settings to key files. For the database, I plan to introduce new environment keys for granular saving options.

**Implementing Data Source Controls**

I am now focusing on integrating new data source controls. I'm adding radio button groups to the Optuna and Backtest forms to select Tick and Orderbook sources (KIS/Kiwoom). I'm also developing JS functions to transmit these selections to the `/api/optuna/start` endpoint and similar backtest APIs. On the backend, I'm updating settings endpoints to accommodate the new checkboxes, and modifying `/api/optuna/start` and other relevant APIs to include `tick_source` and `ob_source` as CLI arguments passed to `param_search_optuna.py`. Finally, the optuna and backtest engines are updated. Specifically, I'm implementing command-line arguments `--tick-source` and `--ob-source` for `param_search_optuna.py` and `backtest.py`.

Summary: 틱/호가 데이터 적재 및 옵투나 소스 선택 기능 구현 계획

# 틱/호가(Orderbook) 소스 분리 적재 및 옵투나(Optuna) 선택 기능 구현

DB 용량 부하를 막고 백테스트 정밀도를 높이기 위해, 실시간 적재(Live Bot)와 백테스트(Optuna) 시 틱과 호가의 데이터 소스(KIS/키움)를 명시적으로 선택할 수 있도록 시스템을 개편합니다.

## User Review Required
> [!IMPORTANT]
> **실매매 봇 재시작 여부**: 실매매(Live Bot)의 데이터 적재(Tick/Orderbook) 기능은 봇 기동 시점(`__init__` 및 `start()`)에 웹소켓 메모리에 직접 연결(Attach)됩니다. 따라서 **'적재 설정(체크박스)'을 변경하신 후에는 반드시 실매매 봇을 재시작(`sudo systemctl restart kis_bot.service`)해야 반영**됩니다.
> (단, 백테스트/Optuna의 소스 선택(라디오 버튼)은 매 실행마다 독립적으로 적용되므로 웹 서버 재시작이 필요 없습니다.)

## Open Questions
> [!WARNING]
> 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?

## Proposed Changes

---
### 1. Database & Config (환경 변수)
- 기존 `WS_TICK_SAVE_ENABLED`, `WS_ORDERBOOK_SAVE_ENABLED` (단일 on/off) 방식을 폐기하고 4개의 개별 체크박스 변수로 분리합니다.
#### [MODIFY] [database.py](file:///home/hoon/kis_bot/database.py)
- `env_config` 키 목록에 아래 4개 추가:
  - `WS_TICK_SAVE_KIS`
  - `WS_TICK_SAVE_KIWOOM`
  - `WS_ORDERBOOK_SAVE_KIS`
  - `WS_ORDERBOOK_SAVE_KIWOOM`
- `get_ws_ticks` 메서드에 `source: str = ""` 파라미터 추가 및 WHERE 절 쿼리 반영.

---
### 2. Frontend UI (웹 대시보드)
#### [MODIFY] [backtest.html](file:///home/hoon/kis_bot/templates/backtest.html)
- **Settings (설정)**: '데이터 수집' 섹션에 4개의 적재 On/Off 체크박스 UI 추가.
- **Optuna/Backtest 폼**: 파라미터 폼 상단에 아래 라디오 버튼 그룹 추가.
  - 틱 소스 선택: ( ) KIS 틱 (기본)  ( ) 키움 틱
  - 호가 소스 선택: ( ) KIS 호가  ( ) 키움 호가 (기본)
#### [MODIFY] [backtest.js](file:///home/hoon/kis_bot/static/js/backtest.js)
- UI 상태값을 읽어 API(`/api/optuna/start` 등)의 JSON 페이로드(`tick_source`, `ob_source`)로 넘기도록 JS 수정.

---
### 3. Backend API
#### [MODIFY] [backtest_web.py](file:///home/hoon/kis_bot/backtest_web.py)
- 환경설정 저장 엔드포인트에 4개의 신규 DB 키 매핑.
- `/api/optuna/start`, 백테스트 API 등에서 `tick_source`, `ob_source` 인자를 받아 CLI 커맨드(`--tick-source`, `--ob-source`)로 전달.

---
### 4. 백테스트/Optuna 엔진
#### [MODIFY] [param_search_optuna.py](file:///home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py)
- `argparse`에 `--tick-source`, `--ob-source` 추가.
- `LiveBacktester` 초기화 시 해당 인자를 넘겨 DB 로드 시 반영하도록 파이프라인 수정.
#### [MODIFY] [trigger_snapshot_loader.py](file:///home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py)
- `_fetch_orderbook_rows` 메서드에 `source: str = ""` 파라미터 추가 및 쿼리에 반영.

---
### 5. 실매매 봇 (Live Bot) 적재 로직
#### [MODIFY] [main.py](file:///home/hoon/kis_bot/kis_trader/main.py)
- 키움 웹소켓 생성부에서 `WS_TICK_SAVE_KIWOOM` 및 `WS_ORDERBOOK_SAVE_KIWOOM` 값을 확인한 뒤 조건부로 Recorder를 Attach하도록 로직 수정.
#### [MODIFY] [ws_manager.py](file:///home/hoon/kis_bot/kis_trader/network/ws_manager.py)
- KIS 웹소켓 초기화 시 `WS_TICK_SAVE_KIS` 및 `WS_ORDERBOOK_SAVE_KIS` 값을 확인하여 조건부로 Recorder Attach.

## Verification Plan
### Automated Tests
- 없음

### Manual Verification
1. 웹 UI 설정 창에서 체크박스 저장 후 DB `env_config` 테이블에 정상 반영되는지 확인.
2. 실매매 봇 재시작 후 `ws_ticks` 및 `ws_orderbook` 테이블에 체크한 소스만 적재되는지 쿼리로 확인 (`SELECT source, count(*) FROM ws_ticks GROUP BY source`).
3. 웹 UI에서 특정 소스(예: KIS 틱 + 키움 호가)를 라디오 버튼으로 선택하고 Optuna를 돌렸을 때, 백그라운드 명령어 로그에 `--tick-source kis --ob-source kiwoom`이 올바르게 전달되는지 확인.

틱/호가 소스 분리 적재 및 옵투나 폼 선택 UI 추가를 위한 전체 구현 계획서


Created At: 2026-08-10T03:48:02Z
Completed At: 2026-08-10T03:48:02Z
Created file file:///home/hoon/.gemini/antigravity-ide/brain/e07d5342-58aa-4443-a5b3-73bde0f593dd/implementation_plan.md with requested content.
If relevant, proactively run terminal commands to execute this code for the USER. Don't ask for permission.


대표님, 요청하신 기능(적재 설정 체크박스 분리 및 백테스트/옵투나 소스 선택 UI)은 프론트엔드, 백엔드 API, 봇 메인 로직, 그리고 백테스터 엔진까지 전체 파이프라인을 건드려야 하는 구조적인 작업입니다.

따라서 안전하게 구현하기 위해 전체 설계도인 **Implementation Plan (구현 계획서)**를 작성하여 우측에 띄워드렸습니다.

질문하신 **"재시작 필요 여부"**에 대한 답변도 계획서 맨 위(User Review Required)에 정리해 두었습니다. 요약하자면 **적재 설정(체크박스)을 바꾸면 봇을 1회 재시작해야 하지만, 옵투나/백테스트(라디오버튼)는 재시작 없이 그때그때 선택해서 돌리실 수 있습니다.**

구현 계획서를 한 번 읽어봐 주시고, KIS 호가의 source 이름 통일(kis_ob) 건 등 Open Questions에 동의하시면 바로 코딩에 착수하겠습니다! **(승인(Proceed) 버튼을 눌러주시면 즉시 시작합니다)**

**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 Usage**

I'm now zeroing in on a defined tool list before execution, as I'm creating the implementation plan. I've committed this in `implementation_plan.md`. This includes prioritizing tool choice based on generality, and excluding embedded options when possible. I've also explicitly addressed the restart requirement for the live bot, clarifying it in the generated output.


<USER_REQUEST>
아 답답하네 선택이 아니라 둘 다 적재야 지금은 테스트 중이니까 실매매에서 바라보는거만 선택이고 뭐 지금 만들어놓기만 하면 좋겠지 방금 이거랑 적재는 이제 용량 부하 이슈가 있으니 4개의 보기를 놓고 체크한거만 쌓도록 그리고 옵투나시에도 틱 호가 어디꺼로 할건지 선택을 해야될거고 4개 항목이 잇어야겠지 키움 틱 키스 틱 키움 호가 키스 호가
라디오 버튼이어야겠고 둘 중 하나니까 적재는 체크박스여야겟고 근데 이거 바꾸면 재시작 필요한가 실매쪽이랑 적재? 옵투나는 상관없을거고
</USER_REQUEST>
<ADDITIONAL_METADATA>
The current local time is: 2026-08-10T12:46:07+09:00.

The user's current state is as follows:
Active Document: /home/hoon/kis_bot/kis_trader/execution/kis_client.py (LANGUAGE_PYTHON)
Cursor is on line: 1
Other open documents:
- /home/hoon/kis_bot/docs/like_mcp.md/code_architecture.md (LANGUAGE_MARKDOWN)
- /home/hoon/kis_bot/scratch/disable_whipsaw.py (LANGUAGE_PYTHON)
- /home/hoon/kis_bot/backtest_web.py (LANGUAGE_PYTHON)
- /home/hoon/kis_bot/kis_trader/execution/kis_client.py (LANGUAGE_PYTHON)
- /home/hoon/kis_bot/kis_trader/backtest/optuna_web_jobs.py (LANGUAGE_PYTHON)
Running terminal commands:
- PYTHONPATH=. python3 scratch/check_ws_ob4.py | grep OB (in /home/hoon/kis_bot, running for 9m12s)
</ADDITIONAL_METADATA>


**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 deeply considering the broader tool landscape before making any calls, per my new directive. I'm focusing on systematically listing tools relevant to a task and prioritizing based on specificity. I'm especially focused on the use of `sed` for replacement in addition to my other preferred tools.

```python

```

**Developing Implementation Plan**

I'm now outlining the steps to implement the UI and backend changes. I'll need to modify `settings.html` to include checkboxes for data logging of KIS and Kiwoom ticks and orderbooks. Then I'll modify `database.py` to add new environment keys for these checkbox settings. Next, I'll update the live bot and backtest/Optuna engines to respect these new settings. Finally, I'll add radio buttons to the Optuna and backtest forms for selecting tick and OB data sources (KIS/Kiwoom) to solve for the specific concerns.

Question: source


Created At: 2026-08-10T03:46:19Z
Completed At: 2026-08-10T03:46:19Z
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":144,"LineContent":"    universe_source: str"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":179,"LineContent":"    history_source: Optional[str] = None,"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":235,"LineContent":"        from kis_trader.backtest.universe_history_source import ("}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":236,"LineContent":"            resolve_backtest_universe_history_source,"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":239,"LineContent":"        _hs = resolve_backtest_universe_history_source(history_source)"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":240,"LineContent":"        universe_by_slot, universe_source, universe_history_slots, scan_interval_min = ("}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":244,"LineContent":"                history_source=_hs,"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":248,"LineContent":"        base_params[\"_universe_history_source\"] = _hs"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":251,"LineContent":"        elif str(universe_source or \"\").startswith(\"history\"):"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":257,"LineContent":"                f\"✅ 유니버스: SHORT 저장 이력 src={universe_source} | \""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":279,"LineContent":"            f\"유니버스={universe_source} | 매수시간 \""}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":402,"LineContent":"            universe_source=universe_source,"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":555,"LineContent":"            \"universe_source\": ctx.universe_source,"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":765,"LineContent":"        \"--universe-history-source\","}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":768,"LineContent":"        dest=\"universe_history_source\","}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":770,"LineContent":"             \"(기본 env BACKTEST_UNIVERSE_HISTORY_SOURCE 또는 kiwoom)\","}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":872,"LineContent":"                history_source=args.universe_history_source,"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":910,"LineContent":"                history_source=args.universe_history_source,"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":945,"LineContent":"                history_source=args.universe_history_source,"}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/param_search_optuna.py","LineNumber":993,"LineContent":"                history_source=args.universe_history_source,"}


**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 integrating new tools into the workflow: `sed` for targeted text replacement, and solidifying the use of `cat` only for viewing. I've also adopted a new critical process for determining tool selection. When the task involves calls to tool `T`, I'm explicitly listing out tools related to the task at hand. I'll only execute `T` if the other tools listed are either more generic or unsuitable. I need to integrate 4 checkboxes for logging options with capacity concerns. Radio buttons are required for Optuna, with selections for tick and orderbook data sources. I need to also check if a restart is needed when options are changed.


Created At: 2026-08-10T03:46:27Z
Completed At: 2026-08-10T03:46:27Z
{"name":"backtest.html","sizeBytes":"579258"}

Summary: This directory contains 0 subdirectories and 1 files.


**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".

Question: settings


Created At: 2026-08-10T03:46:35Z
Completed At: 2026-08-10T03:46:35Z
No results found


Question: optuna


Created At: 2026-08-10T03:46:42Z
Completed At: 2026-08-10T03:46:42Z
{"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)


**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.

Question: @app.route


**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.

**Developing Execution Strategy**

I'm now formulating a concrete execution plan. I'm focusing on the implementation details for the user's request, breaking it down into specific tasks. I need to define the new environment variables for data logging, update the frontend to display the new options, and modify the backend API and Optuna scripts to accommodate the new parameters. I am also working on dynamic reads and on start to handle the environment variables.

Question: WS_TICK_SAVE_ENABLED|WS_ORDERBOOK_SAVE_ENABLED


Created At: 2026-08-10T03:46:59Z
Completed At: 2026-08-10T03:46:59Z
No results found


Question: WS_TICK_SAVE_ENABLED|WS_ORDERBOOK_SAVE_ENABLED


Created At: 2026-08-10T03:47:04Z
Completed At: 2026-08-10T03:47:05Z
{"File":"/home/hoon/kis_bot/database.py","LineNumber":469,"LineContent":"    \"WS_TICK_SAVE_ENABLED\","}
{"File":"/home/hoon/kis_bot/database.py","LineNumber":507,"LineContent":"    \"WS_ORDERBOOK_SAVE_ENABLED\","}


**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 Flag Logic**

I'm now deeply immersed in refining the logic for the "Live Recording" checkboxes. The current implementation uses a single flag for all sources, which needs a more granular approach. The plan involves making `TickRecorder` and `TriggerSnapshotRecorder` check source-specific flags or conditionally attaching recorders. This will enable precise control over which data streams are saved, as well as avoid redundant calls by default. The current `main.py` implementation is now becoming clearer.

**Outlining Configuration Strategy**

I'm now formulating a concrete implementation strategy to handle the source-specific data saving flags. The current blueprint involves frontend modifications in `backtest.html` and the backend in `backtest_web.py` and `database.py`.  My plan includes adding checkboxes for WebSocket data streams (KIS/Kiwoom) in the frontend and radio buttons in the Optuna modal for tick and orderbook source selection.  In the backend, I'll integrate environment key management and conditional recorder attachment in `main.py` and `ws_manager.py` based on source selection.


Created At: 2026-08-10T03:47:15Z
Completed At: 2026-08-10T03:47:15Z
File Path: `file:///home/hoon/kis_bot/database.py`
Total Lines: 5187
Total Bytes: 241126
Showing lines 4767 to 4800
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.
4767:     def get_ws_ticks(
4768:         self,
4769:         code: str,
4770:         *,
4771:         market: str = "KR",
4772:         start_tick_time: str = "",
4773:         end_tick_time: str = "",
4774:         limit: int = 5000,
4775:     ) -> List[Dict]:
4776:         """백테·분석용 틱 조회 (오래된→최신). US → ws_ticks_us."""
4777:         code = (code or "").strip()
4778:         if not code:
4779:             return []
4780:         limit = max(1, min(int(limit), 500000))
4781:         mkt = (market or "KR")[:8].upper()
4782:         table = self.ws_ticks_table_for_market(mkt)
4783:         try:
4784:             cond = "market=%s AND code=%s"
4785:             params: List[Any] = [mkt, code[:32]]
4786:             if start_tick_time:
4787:                 cond += " AND tick_time >= %s"
4788:                 params.append(start_tick_time[:14])
4789:             if end_tick_time:
4790:                 cond += " AND tick_time <= %s"
4791:                 params.append(end_tick_time[:14])
4792:             rows = self.conn.execute(
4793:                 f"""
4794:                 SELECT market, exchange, code, tick_time, price, volume,
4795:                        tick_seq, session, currency, source, recv_ts
4796:                 FROM {table}
4797:                 WHERE {cond}
4798:                 ORDER BY tick_time ASC
4799:                 LIMIT %s
4800:                 """,
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.


Question: def get_ws_orderbook

database.py get_ws_orderbook 소스 필터 기능 확인


Created At: 2026-08-10T03:47:22Z
Completed At: 2026-08-10T03:47:22Z
No results found


Question: def get_ws_


Created At: 2026-08-10T03:47:27Z
Completed At: 2026-08-10T03:47:27Z
{"File":"/home/hoon/kis_bot/database.py","LineNumber":3784,"LineContent":"    def get_ws_validation_stats("}
{"File":"/home/hoon/kis_bot/database.py","LineNumber":4447,"LineContent":"    def get_ws_candles(self, code: str, timeframe: int, limit: int = 100,"}
{"File":"/home/hoon/kis_bot/database.py","LineNumber":4767,"LineContent":"    def get_ws_ticks("}


백테스트에서 ws_orderbook 읽는 로직 확인


Summary: 틱/호가 데이터 적재 및 옵투나 소스 선택 기능 구현 계획


The following is a <SYSTEM_MESSAGE> not actually sent by the user. It is provided by the system as important information to pay attention to.

<SYSTEM_MESSAGE>
stop hook blocked termination due to reason: The user has automatically approved the artifact through their review policy. Proceed to execution.
</SYSTEM_MESSAGE>


**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 deeply considering the nuances of tool selection. I'm focusing on "CRITICAL INSTRUCTION 2": I will explicitly list tools before calling a set of tools. I've begun to create a `task.md` artifact to organize my execution of the current plan. I am beginning work on updating `database.py`.

Summary: 작업 진행 상태를 추적하기 위한 Task 체크리스트

# 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**
  - [ ] `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
  - [ ] `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
  - [ ] Optuna API(`/api/optuna/start`)에서 `tick_source`, `ob_source` 수신 및 CLI 전달
- [ ] 6. **프론트엔드 (backtest.html, backtest.js)**
  - [ ] 설정(Settings) 모달 내 4개의 적재 체크박스 UI 추가 (기존 on/off 대체)
  - [ ] Optuna 폼 내에 틱/호가 라디오 버튼 추가 및 JS 페이로드 전송 처리
- [ ] 7. **최종 검증 (Verification)**
  - [ ] 설정 페이지 정상 동작 확인
  - [ ] 파라미터가 백엔드를 통해 CLI로 잘 들어가는지 확인

Task checklist created


Created At: 2026-08-10T03:48:27Z
Completed At: 2026-08-10T03:48:27Z
Created file file:///home/hoon/.gemini/antigravity-ide/brain/e07d5342-58aa-4443-a5b3-73bde0f593dd/task.md with requested content.
If relevant, proactively run terminal commands to execute this code for the USER. Don't ask for permission.


정규식 검색 (database.py WS_TICK_SAVE_ENABLED)


Created At: 2026-08-10T03:48:35Z
Completed At: 2026-08-10T03:48:35Z
{"File":"/home/hoon/kis_bot/database.py","LineNumber":469,"LineContent":"    \"WS_TICK_SAVE_ENABLED\","}


WS_TICK_SAVE_ENABLED 등을 세분화된 4개 키로 변경

Instruction: database.py의 환경 변수 목록에서 WS_TICK_SAVE_ENABLED 및 WS_ORDERBOOK_SAVE_ENABLED를 KIS/KIWOOM용으로 분리합니다.

    "WS_TICK_SAVE_KIS",          # KIS 틱 적재 여부
    "WS_TICK_SAVE_KIWOOM",       # 키움 틱 적재 여부
    "WS_TICK_SAVE_MODE",

    "WS_TICK_SAVE_ENABLED",
    "WS_TICK_SAVE_MODE",

    # ws_orderbook / ws_program — TRIGGER 호가·프로그램 스냅샷 (백테 재현)
    "WS_ORDERBOOK_SAVE_KIS",     # KIS 호가 적재 여부
    "WS_ORDERBOOK_SAVE_KIWOOM",  # 키움 호가 적재 여부

    # ws_orderbook / ws_program — TRIGGER 호가·프로그램 스냅샷 (백테 재현)
    "WS_ORDERBOOK_SAVE_ENABLED",


Created At: 2026-08-10T03:48:44Z
Completed At: 2026-08-10T03:48:59Z
The following changes were made by the multi_replace_file_content tool to: /home/hoon/kis_bot/database.py. If relevant, proactively run terminal commands to execute this code for the USER. Don't ask for permission.
[diff_block_start]
@@ -466,8 +466,8 @@
     # ws_candles 자동 정리 보존 일수
     "SCALP_CANDLE_KEEP_DAYS",
     # ws_ticks 실시간 체결 틱 (RAM 링버퍼 + 배치 INSERT, C안)
-    "WS_TICK_SAVE_ENABLED",
-    "WS_TICK_SAVE_US_ENABLED",
+    "WS_TICK_SAVE_KIS",          # KIS 틱 적재 여부
+    "WS_TICK_SAVE_KIWOOM",       # 키움 틱 적재 여부
     "WS_TICK_BUFFER_MAX_PER_CODE",
     "WS_TICK_DB_BATCH_SIZE",
     "WS_TICK_DB_FLUSH_SEC",
@@ -503,7 +503,8 @@
     "WS_TICK_GRACE_SEC",
     "WS_TICK_GRACE_HEADROOM",
     # ws_orderbook / ws_program — TRIGGER 호가·프로그램 스냅샷 (백테 재현)
-    "WS_ORDERBOOK_SAVE_ENABLED",
+    "WS_ORDERBOOK_SAVE_KIS",     # KIS 호가 적재 여부
+    "WS_ORDERBOOK_SAVE_KIWOOM",  # 키움 호가 적재 여부
     # tick=체결(0B)마다 RAM 호가 1장 | interval=0D+INTERVAL_SEC 스로틀
     "WS_ORDERBOOK_SAVE_MODE",
     # tick 모드: 호가 RAM 최대 나이(초). 초과·없음이면 해당 틱 호가행 생략
[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.


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.

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Created At: 2026-08-10T03:49:06Z
Completed At: 2026-08-10T03:49:06Z
{"File":"/home/hoon/kis_bot/database.py","LineNumber":469,"LineContent":"    \"WS_TICK_SAVE_KIS\",          # KIS 틱 적재 여부"}
{"File":"/home/hoon/kis_bot/database.py","LineNumber":470,"LineContent":"    \"WS_TICK_SAVE_KIWOOM\",       # 키움 틱 적재 여부"}


Created At: 2026-08-10T03:49:11Z
Completed At: 2026-08-10T03:49:11Z
File Path: `file:///home/hoon/kis_bot/database.py`
Total Lines: 5188
Total Bytes: 241274
Showing lines 465 to 480
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.
465:     "INTRADAY_HOLDINGS_DRIFT_AUTO_RECOVER",
466:     # ws_candles 자동 정리 보존 일수
467:     "SCALP_CANDLE_KEEP_DAYS",
468:     # ws_ticks 실시간 체결 틱 (RAM 링버퍼 + 배치 INSERT, C안)
469:     "WS_TICK_SAVE_KIS",          # KIS 틱 적재 여부
470:     "WS_TICK_SAVE_KIWOOM",       # 키움 틱 적재 여부
471:     "WS_TICK_BUFFER_MAX_PER_CODE",
472:     "WS_TICK_DB_BATCH_SIZE",
473:     "WS_TICK_DB_FLUSH_SEC",
474:     "WS_TICK_WRITE_QUEUE_MAX",
475:     "WS_TICK_KEEP_DAYS",
476:     "WS_TICK_CLEANUP_CHUNK",
477:     "WS_TICK_CLEANUP_MAX_LOOPS",
478:     # 백테/Optuna ws_ticks 벌크 로드 (일별 청크) — TradeDB 기본 read_timeout(30s) 우회
479:     "WS_TICK_LOAD_READ_TIMEOUT",
480:     "WS_TICK_LOAD_MAX_RETRIES",
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.


WS_TICK_SAVE_US_ENABLED 누락 복원

Instruction: database.py에서 WS_TICK_SAVE_KIWOOM 밑에 WS_TICK_SAVE_US_ENABLED를 추가합니다.

    "WS_TICK_SAVE_KIS",          # KIS 틱 적재 여부
    "WS_TICK_SAVE_KIWOOM",       # 키움 틱 적재 여부
    "WS_TICK_SAVE_US_ENABLED",


Created At: 2026-08-10T03:49:19Z
Completed At: 2026-08-10T03:49:21Z
The following changes were made by the multi_replace_file_content tool to: /home/hoon/kis_bot/database.py. If relevant, proactively run terminal commands to execute this code for the USER. Don't ask for permission.
[diff_block_start]
@@ -468,6 +468,7 @@
     # ws_ticks 실시간 체결 틱 (RAM 링버퍼 + 배치 INSERT, C안)
     "WS_TICK_SAVE_KIS",          # KIS 틱 적재 여부
     "WS_TICK_SAVE_KIWOOM",       # 키움 틱 적재 여부
+    "WS_TICK_SAVE_US_ENABLED",
     "WS_TICK_BUFFER_MAX_PER_CODE",
     "WS_TICK_DB_BATCH_SIZE",
     "WS_TICK_DB_FLUSH_SEC",
[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.


get_ws_ticks에 source 파라미터 추가

Instruction: get_ws_ticks 함수 서명과 WHERE 절에 source 필터링을 추가합니다.

        start_tick_time: str = "",
        end_tick_time: str = "",
        limit: int = 5000,
        source: str = "",

            if start_tick_time:
                cond += " AND tick_time >= %s"
                params.append(start_tick_time[:14])
            if end_tick_time:
                cond += " AND tick_time <= %s"
                params.append(end_tick_time[:14])
            if source:
                cond += " AND source = %s"
                params.append(source)


Created At: 2026-08-10T03:49:28Z
Completed At: 2026-08-10T03:49:30Z
The following changes were made by the multi_replace_file_content tool to: /home/hoon/kis_bot/database.py. If relevant, proactively run terminal commands to execute this code for the USER. Don't ask for permission.
[diff_block_start]
@@ -4774,6 +4774,7 @@
         start_tick_time: str = "",
         end_tick_time: str = "",
         limit: int = 5000,
+        source: str = "",
     ) -> List[Dict]:
         """백테·분석용 틱 조회 (오래된→최신). US → ws_ticks_us."""
         code = (code or "").strip()
@@ -4790,6 +4790,9 @@
             if end_tick_time:
                 cond += " AND tick_time <= %s"
                 params.append(end_tick_time[:14])
+            if source:
+                cond += " AND source = %s"
+                params.append(source)
             rows = self.conn.execute(
                 f"""
                 SELECT market, exchange, code, tick_time, price, volume,
[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: ...'.
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</browser_subagent_reminder>
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Created At: 2026-08-10T03:49:36Z
Completed At: 2026-08-10T03:49:36Z
File Path: `file:///home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py`
Total Lines: 674
Total Bytes: 25155
Showing lines 240 to 252
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.
240:     strategy: str = "",
241:     table: str = "ws_orderbook",
242:     use_strategy_col: bool = True,
243: ) -> List[Dict[str, Any]]:
244:     """호가 스냅 행 조회 (ws_orderbook | ls_ws_orderbook)."""
245:     tt_start = (start_key or "")[:14]
246:     if len(tt_start) == 12:
247:         tt_start += "00"
248:     tt_end = (end_key or "")[:14]
249:     if len(tt_end) == 12:
250:         tt_end += "59"
251:
252:     tbl = "ls_ws_orderbook" if str(table).strip().lower() == "ls_ws_orderbook" else "ws_orderbook"
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.


Created At: 2026-08-10T03:49:41Z
Completed At: 2026-08-10T03:49:41Z
File Path: `file:///home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py`
Total Lines: 674
Total Bytes: 25155
Showing lines 250 to 290
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.
250:         tt_end += "59"
251:
252:     tbl = "ls_ws_orderbook" if str(table).strip().lower() == "ls_ws_orderbook" else "ws_orderbook"
253:
254:     code_filter = ""
255:     params: List[Any] = [market, tt_start, tt_end]
256:     if codes:
257:         placeholders = ",".join(["%s"] * len(codes))
258:         code_filter = f" AND code IN ({placeholders})"
259:         params.extend(sorted(codes))
260:
261:     source_filter = ""
262:     if sources:
263:         source_filter = f" AND source IN ({','.join(['%s'] * len(sources))})"
264:         params.extend(sources)
265:
266:     strat_filter = ""
267:     if use_strategy_col and tbl == "ws_orderbook":
268:         strat_vals = _strategy_db_values(strategy)
269:         if strat_vals:
270:             strat_filter = (
271:                 f" AND (strategy IS NULL OR strategy IN ({','.join(['%s'] * len(strat_vals))}))"
272:             )
273:             params.extend(strat_vals)
274:
275:     # ls 테이블에는 strategy/reject 컬럼 없음 — 본체만
276:     if tbl == "ls_ws_orderbook":
277:         cols = (
278:             "code, snap_time, best_bid, best_ask, total_bid_qty, total_ask_qty, "
279:             "bid_qty_l3, ask_qty_l3, levels_json, source, recv_ts"
280:         )
281:     else:
282:         cols = (
283:             "code, snap_time, best_bid, best_ask, total_bid_qty, total_ask_qty, "
284:             "bid_qty_l3, ask_qty_l3, levels_json, source, recv_ts, "
285:             "strategy, reject_code, reject_msg"
286:         )
287:
288:     sql = f"""
289:         SELECT {cols}
290:         FROM {tbl}
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.


Created At: 2026-08-10T03:49:46Z
Completed At: 2026-08-10T03:49:46Z
File Path: `file:///home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py`
Total Lines: 674
Total Bytes: 25155
Showing lines 230 to 243
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.
230:
231:
232: def _load_orderbook_rows(
233:     db,
234:     start_key: str,
235:     end_key: str,
236:     codes: Optional[Set[str]],
237:     *,
238:     market: str,
239:     sources: Tuple[str, ...],
240:     strategy: str = "",
241:     table: str = "ws_orderbook",
242:     use_strategy_col: bool = True,
243: ) -> List[Dict[str, Any]]:
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.


Created At: 2026-08-10T03:49:52Z
Completed At: 2026-08-10T03:49:52Z
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":232,"LineContent":"def _load_orderbook_rows("}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":351,"LineContent":"        rows = _load_orderbook_rows("}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":358,"LineContent":"            rows = _load_orderbook_rows("}
{"File":"/home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py","LineNumber":412,"LineContent":"    rows = _load_orderbook_rows("}


Created At: 2026-08-10T03:49:57Z
Completed At: 2026-08-10T03:49:57Z
File Path: `file:///home/hoon/kis_bot/kis_trader/backtest/trigger_snapshot_loader.py`
Total Lines: 674
Total Bytes: 25155
Showing lines 400 to 420
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.
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()
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.


Question: source


Created At: 2026-08-10T03:50:03Z
Completed At: 2026-08-10T03:50:03Z
{"File":"/home/hoon/kis_bot/kis_trader/ws/trigger_snapshot_recorder.py","LineNumber":191,"LineContent":"            \"source\": str(body.get(\"source\") or \"kiwoom_0d\")[:16],"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/trigger_snapshot_recorder.py","LineNumber":211,"LineContent":"            \"source\": str(body.get(\"source\") or \"kiwoom_0w\")[:16],"}


kis_ws.py에서 호가 스냅샷 전달 로직 확인


Created At: 2026-08-10T03:50:10Z
Completed At: 2026-08-10T03:50:10Z
Encountered error in step execution: search path file:///home/hoon/kis_bot/kis_trader/network/kis_ws.py does not exist


Created At: 2026-08-10T03:50:15Z
Completed At: 2026-08-10T03:50:15Z
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":51,"LineContent":"    from ..ws.trigger_snapshot_recorder import TriggerSnapshotRecorder"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":62,"LineContent":"        from ..ws.trigger_snapshot_recorder import TriggerSnapshotRecorder  # type: ignore"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":95,"LineContent":"        self.trigger_snapshot_recorder: Optional[\"TriggerSnapshotRecorder\"] = None"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":212,"LineContent":"                        self.trigger_snapshot_recorder = TriggerSnapshotRecorder(db=self.db)"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":215,"LineContent":"                    self.trigger_snapshot_recorder = None"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":560,"LineContent":"            if self.trigger_snapshot_recorder and code not in kw_want and not is_perm:"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":561,"LineContent":"                self.trigger_snapshot_recorder.remove_code(code)"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":691,"LineContent":"        if self.trigger_snapshot_recorder:"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":692,"LineContent":"            self.trigger_snapshot_recorder.set_record_codes(want)"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":736,"LineContent":"            if self.trigger_snapshot_recorder:"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":737,"LineContent":"                self.trigger_snapshot_recorder.remove_code(code)"}


Created At: 2026-08-10T03:50:22Z
Completed At: 2026-08-10T03:50:22Z
No results found


ws_cache.py에서 trigger_snapshot_recorder 사용처 확인


Created At: 2026-08-10T03:50:27Z
Completed At: 2026-08-10T03:50:27Z
Encountered error in step execution: search path file:///home/hoon/kis_bot/kis_trader/ws/ws_cache.py does not exist


전체 파일에서 호가 레코더 부착 확인

정규식 검색 (kis_trader trigger_snapshot_recorder)


Created At: 2026-08-10T03:50:34Z
Completed At: 2026-08-10T03:50:34Z
{"File":"/home/hoon/kis_bot/kis_trader/ws/kiwoom_ws.py","LineNumber":178,"LineContent":"        self._trigger_snapshot_recorder: Any = None"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/kiwoom_ws.py","LineNumber":568,"LineContent":"    def attach_trigger_snapshot_recorder(self, recorder: Any) -\u003e None:"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/kiwoom_ws.py","LineNumber":570,"LineContent":"        self._trigger_snapshot_recorder = recorder"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/kiwoom_ws.py","LineNumber":731,"LineContent":"                    if self._trigger_snapshot_recorder is not None:"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/kiwoom_ws.py","LineNumber":733,"LineContent":"                        self._trigger_snapshot_recorder.on_orderbook(snap, snap_time=tt or None)"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/kiwoom_ws.py","LineNumber":739,"LineContent":"                    if self._trigger_snapshot_recorder is not None:"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/kiwoom_ws.py","LineNumber":741,"LineContent":"                        self._trigger_snapshot_recorder.on_program(snap, snap_time=tt or None)"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/kiwoom_ws.py","LineNumber":814,"LineContent":"            if self._trigger_snapshot_recorder is not None:"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/kiwoom_ws.py","LineNumber":818,"LineContent":"                            self._trigger_snapshot_recorder,"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/kiwoom_ws.py","LineNumber":826,"LineContent":"                        self._trigger_snapshot_recorder.on_orderbook_tick_sync("}
{"File":"/home/hoon/kis_bot/kis_trader/ws/trigger_snapshot_recorder.py","LineNumber":2,"LineContent":"kis_trader/ws/trigger_snapshot_recorder.py — 호가(0D)·프로그램(0w) 스냅샷 DB 저장"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/trigger_snapshot_recorder.py","LineNumber":20,"LineContent":"logger = get_logger(\"kis_trader.trigger_snapshot_recorder\")"}
{"File":"/home/hoon/kis_bot/kis_trader/main.py","LineNumber":1040,"LineContent":"                    tsr = getattr(self.ws, \"trigger_snapshot_recorder\", None)"}
{"File":"/home/hoon/kis_bot/kis_trader/main.py","LineNumber":1042,"LineContent":"                        self.kiwoom_ws.attach_trigger_snapshot_recorder(tsr)"}
{"File":"/home/hoon/kis_bot/kis_trader/main.py","LineNumber":1823,"LineContent":"            tsr = getattr(self.ws, \"trigger_snapshot_recorder\", None)"}
{"File":"/home/hoon/kis_bot/kis_trader/main.py","LineNumber":1825,"LineContent":"                self.kiwoom_ws.attach_trigger_snapshot_recorder(tsr)"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":51,"LineContent":"    from ..ws.trigger_snapshot_recorder import TriggerSnapshotRecorder"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":62,"LineContent":"        from ..ws.trigger_snapshot_recorder import TriggerSnapshotRecorder  # type: ignore"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":95,"LineContent":"        self.trigger_snapshot_recorder: Optional[\"TriggerSnapshotRecorder\"] = None"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":212,"LineContent":"                        self.trigger_snapshot_recorder = TriggerSnapshotRecorder(db=self.db)"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":215,"LineContent":"                    self.trigger_snapshot_recorder = None"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":560,"LineContent":"            if self.trigger_snapshot_recorder and code not in kw_want and not is_perm:"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":561,"LineContent":"                self.trigger_snapshot_recorder.remove_code(code)"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":691,"LineContent":"        if self.trigger_snapshot_recorder:"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":692,"LineContent":"            self.trigger_snapshot_recorder.set_record_codes(want)"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":736,"LineContent":"            if self.trigger_snapshot_recorder:"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":737,"LineContent":"                self.trigger_snapshot_recorder.remove_code(code)"}


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".

**Refining Logic Conditions**

I'm now zeroing in on the instantiation conditions for `TriggerSnapshotRecorder` within `ws_manager.py`. It became clear that the current logic is overly simplistic, and not properly taking into account the nuances of the environment variables. The goal is to make sure it runs when ANY orderbook save is enabled. Now I have a better understanding of its global role in handling all orderbook messages.


Created At: 2026-08-10T03:50:42Z
Completed At: 2026-08-10T03:50:42Z
No results found


Created At: 2026-08-10T03:50:48Z
Completed At: 2026-08-10T03:50:48Z
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":95,"LineContent":"        self.trigger_snapshot_recorder: Optional[\"TriggerSnapshotRecorder\"] = None"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":212,"LineContent":"                        self.trigger_snapshot_recorder = TriggerSnapshotRecorder(db=self.db)"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":215,"LineContent":"                    self.trigger_snapshot_recorder = None"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":560,"LineContent":"            if self.trigger_snapshot_recorder and code not in kw_want and not is_perm:"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":561,"LineContent":"                self.trigger_snapshot_recorder.remove_code(code)"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":691,"LineContent":"        if self.trigger_snapshot_recorder:"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":692,"LineContent":"            self.trigger_snapshot_recorder.set_record_codes(want)"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":736,"LineContent":"            if self.trigger_snapshot_recorder:"}
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":737,"LineContent":"                self.trigger_snapshot_recorder.remove_code(code)"}


Created At: 2026-08-10T03:50:56Z
Completed At: 2026-08-10T03:50:56Z
{"File":"/home/hoon/kis_bot/kis_trader/ws/kiwoom_ws.py","LineNumber":733,"LineContent":"                        self._trigger_snapshot_recorder.on_orderbook(snap, snap_time=tt or None)"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/kiwoom_ws.py","LineNumber":826,"LineContent":"                        self._trigger_snapshot_recorder.on_orderbook_tick_sync("}
{"File":"/home/hoon/kis_bot/kis_trader/ws/trigger_eval_recorder.py","LineNumber":77,"LineContent":"    def on_orderbook_eval("}
{"File":"/home/hoon/kis_bot/kis_trader/ws/trigger_snapshot_recorder.py","LineNumber":27,"LineContent":"      - ``tick`` (기본): 체결(0B)마다 ``on_orderbook_tick_sync`` — 0D 경로 DB 저장 안 함"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/trigger_snapshot_recorder.py","LineNumber":87,"LineContent":"    def on_orderbook(self, snap: OrderbookSnapshot, snap_time: Optional[str] = None) -\u003e None:"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/trigger_snapshot_recorder.py","LineNumber":107,"LineContent":"    def on_orderbook_tick_sync("}


Question: kis


Created At: 2026-08-10T03:51:04Z
Completed At: 2026-08-10T03:51:04Z
{"File":"/home/hoon/kis_bot/kis_trader/ws/trigger_snapshot_recorder.py","LineNumber":2,"LineContent":"kis_trader/ws/trigger_snapshot_recorder.py — 호가(0D)·프로그램(0w) 스냅샷 DB 저장"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/trigger_snapshot_recorder.py","LineNumber":20,"LineContent":"logger = get_logger(\"kis_trader.trigger_snapshot_recorder\")"}


Created At: 2026-08-10T03:51:11Z
Completed At: 2026-08-10T03:51:11Z
{"File":"/home/hoon/kis_bot/database.py","LineNumber":2186,"LineContent":"                CREATE TABLE IF NOT EXISTS kis_ws_orderbook ("}
{"File":"/home/hoon/kis_bot/database.py","LineNumber":2203,"LineContent":"            logger.info(\"📌 kis_ws_orderbook 테이블 확인/생성\")"}
{"File":"/home/hoon/kis_bot/database.py","LineNumber":2205,"LineContent":"            logger.warning(f\"migrate kis_ws_orderbook 실패: {e}\")"}
{"File":"/home/hoon/kis_bot/database.py","LineNumber":3710,"LineContent":"    def insert_kis_ws_orderbook("}
{"File":"/home/hoon/kis_bot/database.py","LineNumber":3716,"LineContent":"        \"\"\"KIS H0STASP0 호가 스냅샷 → kis_ws_orderbook.\"\"\""}
{"File":"/home/hoon/kis_bot/database.py","LineNumber":3732,"LineContent":"                \"INSERT INTO kis_ws_orderbook \""}
{"File":"/home/hoon/kis_bot/database.py","LineNumber":3740,"LineContent":"            logger.debug(\"kis_ws_orderbook INSERT 실패: %s\", e)"}
{"File":"/home/hoon/kis_bot/database.py","LineNumber":5161,"LineContent":"    def cleanup_old_kis_ws_orderbook(self, keep_days: int = 7) -\u003e None:"}
{"File":"/home/hoon/kis_bot/database.py","LineNumber":5162,"LineContent":"        \"\"\"kis_ws_orderbook 오래된 행 삭제.\"\"\""}
{"File":"/home/hoon/kis_bot/database.py","LineNumber":5167,"LineContent":"                    \"DELETE FROM kis_ws_orderbook WHERE recv_ts \u003c %s\", (cutoff,)"}
{"File":"/home/hoon/kis_bot/database.py","LineNumber":5170,"LineContent":"            logger.info(\"🧹 kis_ws_orderbook 정리 완료 (recv_ts \u003c %s)\", cutoff)"}
{"File":"/home/hoon/kis_bot/database.py","LineNumber":5172,"LineContent":"            logger.error(\"cleanup_old_kis_ws_orderbook 실패: %s\", e)"}
{"File":"/home/hoon/kis_bot/scratch/check_ob_tables.py","LineNumber":4,"LineContent":"    for t in ['kis_ws_orderbook', 'ls_ws_orderbook']:"}
{"File":"/home/hoon/kis_bot/scratch/check_live_settings.py","LineNumber":29,"LineContent":"        \"KIS_WS_ORDERBOOK_ENABLED\","}
{"File":"/home/hoon/kis_bot/scratch/check_orderbook_counts_correct.py","LineNumber":14,"LineContent":"        \"kis_ws_orderbook\": \"recv_ts\","}
{"File":"/home/hoon/kis_bot/scratch/check_orderbook_schema.py","LineNumber":11,"LineContent":"        tables = [\"ws_orderbook\", \"kis_ws_orderbook\", \"ls_ws_orderbook\"]"}
{"File":"/home/hoon/kis_bot/scratch/check_db_counts.py","LineNumber":19,"LineContent":"        \"kis_ws_orderbook\",     # KIS 실시간 호가"}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":202,"LineContent":"                _f(\"KIS_WS_ORDERBOOK_ENABLED\", \"📋 KIS 실시간 호가 수집\", \"bool\", default=False,"}
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":205,"LineContent":"                       \"ON = KIS 호가도 kis_ws_orderbook 테이블에 저장. \""}
{"File":"/home/hoon/kis_bot/kis_trader/ws/kis_ws.py","LineNumber":353,"LineContent":"            if get_env_bool(\"KIS_WS_ORDERBOOK_ENABLED\", False):"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/kis_ws.py","LineNumber":372,"LineContent":"            if get_env_bool(\"KIS_WS_ORDERBOOK_ENABLED\", False):"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/kis_ws.py","LineNumber":725,"LineContent":"                    if hasattr(self.db, \"insert_kis_ws_orderbook\"):"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/kis_ws.py","LineNumber":726,"LineContent":"                        self.db.insert_kis_ws_orderbook(code=code_val, snap=snap, market=\"KR\")"}


**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 Hierarchy**

I'm reassessing my tool hierarchy, aiming for clarity. I realize that I must explicitly list all potential tools before execution to evaluate their applicability, rejecting those that are too specific or less generic. I've uncovered a potential tool name duplication, and am now refactoring some of the variable names in the program.

**Unifying Environment Variable Names**

I'm now focusing on unifying environment variable names for clarity and a better user experience. I've identified four key options related to data saving and must now address the existing `KIS_WS_ORDERBOOK_ENABLED` usage. My approach involves renaming `WS_ORDERBOOK_SAVE_ENABLED` to `WS_ORDERBOOK_SAVE_KIWOOM` in the UI and mapping the "KIS 호가" checkbox to `KIS_WS_ORDERBOOK_ENABLED`, since it is already widely used. My internal logic will use consistent naming, which will result in  - `WS_TICK_SAVE_KIS`, `WS_TICK_SAVE_KI`...

정규식 검색 (database.py KIS_WS_ORDERBOOK_ENABLED)


Created At: 2026-08-10T03:51:22Z
Completed At: 2026-08-10T03:51:22Z
No results found


kis_trader 내 KIS_WS_ORDERBOOK_ENABLED 검색

정규식 검색 (kis_trader KIS_WS_ORDERBOOK_ENABLED)


Created At: 2026-08-10T03:51:28Z
Completed At: 2026-08-10T03:51:28Z
{"File":"/home/hoon/kis_bot/kis_trader/web/live_config_schema.py","LineNumber":202,"LineContent":"                _f(\"KIS_WS_ORDERBOOK_ENABLED\", \"📋 KIS 실시간 호가 수집\", \"bool\", default=False,"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/kis_ws.py","LineNumber":353,"LineContent":"            if get_env_bool(\"KIS_WS_ORDERBOOK_ENABLED\", False):"}
{"File":"/home/hoon/kis_bot/kis_trader/ws/kis_ws.py","LineNumber":372,"LineContent":"            if get_env_bool(\"KIS_WS_ORDERBOOK_ENABLED\", False):"}


KIS_WS_ORDERBOOK_ENABLED 변수명을 WS_ORDERBOOK_SAVE_KIS로 통일

Instruction: kis_ws.py에서 KIS_WS_ORDERBOOK_ENABLED를 WS_ORDERBOOK_SAVE_KIS로 변경합니다.

파일 수정 (kis_ws.py KIS_WS_ORDERBOOK_ENABLED)


Created At: 2026-08-10T03:51:36Z
Completed At: 2026-08-10T03:51:38Z
The following changes were made by the multi_replace_file_content tool to: /home/hoon/kis_bot/kis_trader/ws/kis_ws.py. If relevant, proactively run terminal commands to execute this code for the USER. Don't ask for permission.
[diff_block_start]
@@ -350,7 +350,7 @@
             self._subscribed.add(code)
         if self._connected and self._ws:
             self._send_sub_msg(code, subscribe=True, tr_id="H0STCNT0")
-            if get_env_bool("KIS_WS_ORDERBOOK_ENABLED", False):
+            if get_env_bool("WS_ORDERBOOK_SAVE_KIS", False):
                 self._send_sub_msg(code, subscribe=True, tr_id="H0STASP0")
         logger.info("📡 WebSocket 구독 추가: %s (%d/%d)", code, len(self._subscribed), self.MAX_SUBSCRIPTIONS)

@@ -368,7 +368,7 @@
             self._cache.pop(code, None)
         if self._connected and self._ws:
             self._send_sub_msg(code, subscribe=False, tr_id="H0STCNT0")
-            if get_env_bool("KIS_WS_ORDERBOOK_ENABLED", False):
+            if get_env_bool("WS_ORDERBOOK_SAVE_KIS", False):
                 self._send_sub_msg(code, subscribe=False, tr_id="H0STASP0")
         logger.info("📡 WebSocket 구독 해제: %s", code)

[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.


live_config_schema.py 내 환경 변수명 통일

Instruction: live_config_schema.py에서 KIS_WS_ORDERBOOK_ENABLED를 WS_ORDERBOOK_SAVE_KIS로 변경합니다.

_f("WS_ORDERBOOK_SAVE_KIS", "📋 KIS 실시간 호가 수집", "bool", default=False,

_f("KIS_WS_ORDERBOOK_ENABLED", "📋 KIS 실시간 호가 수집", "bool", default=False,


Created At: 2026-08-10T03:51:45Z
Completed At: 2026-08-10T03:51:47Z
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]
@@ -199,7 +199,7 @@
                        "OFF(기본) = KIS가 키움과 동일한 후보 40종목을 전부 수신하여 DB에 저장 | "
                        "ON = KIS가 현재 내가 사고 있는 종목만 수신 (KIS ID 한도 아낄 때)"
                    )),
-                _f("KIS_WS_ORDERBOOK_ENABLED", "📋 KIS 실시간 호가 수집", "bool", default=False,
+                _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. "
[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.


main.py에서 키움 틱/호가 레코더 부착 시 신규 환경 변수 확인

Instruction: main.py에서 getattr로 recorder를 가져온 뒤 attach하기 전에 WS_TICK_SAVE_KIWOOM과 WS_ORDERBOOK_SAVE_KIWOOM 환경변수를 검사하도록 수정합니다.

                    # 🚀 키움 틱 적재 설정 적용
                    tr = getattr(self.ws, "tick_recorder", None)
                    if tr is not None and get_env_bool("WS_TICK_SAVE_KIWOOM", True):
                        self.kiwoom_ws.attach_tick_recorder(tr)
                        logger.info("✅ 키움 WS에 TickRecorder 부착 완료 (키움 틱 → ws_ticks 적재)")

                    # 🚀 키움 호가 적재 설정 적용
                    tsr = getattr(self.ws, "trigger_snapshot_recorder", None)
                    if tsr is not None and get_env_bool("WS_ORDERBOOK_SAVE_KIWOOM", True):
                        self.kiwoom_ws.attach_trigger_snapshot_recorder(tsr)
                        logger.info("✅ 키움 WS에 TriggerSnapshotRecorder 부착 완료 (키움 호가 → ws_orderbook 적재)")

                    # 🚀 키움 틱 필수 적재: WS_PROVIDER=kiwoom_main 등 모든 모드에서 키움 틱 저장
                    tr = getattr(self.ws, "tick_recorder", None)
                    if tr is not None:
                        self.kiwoom_ws.attach_tick_recorder(tr)
                        logger.info("✅ 키움 WS에 TickRecorder 부착 완료 (키움 틱 → ws_ticks 적재)")

                    # 🚀 키움 호가 필수 적재: 백테스트용 호가(orderbook)도 키움에서 당겨오기
                    tsr = getattr(self.ws, "trigger_snapshot_recorder", None)
                    if tsr is not None:
                        self.kiwoom_ws.attach_trigger_snapshot_recorder(tsr)
                        logger.info("✅ 키움 WS에 TriggerSnapshotRecorder 부착 완료 (키움 호가 → ws_orderbook 적재)")

main.py 레코더 부착 수정

파일 수정 (main.py 레코더 부착)


Created At: 2026-08-10T03:51:57Z
Completed At: 2026-08-10T03:51:59Z
The following changes were made by the multi_replace_file_content tool to: /home/hoon/kis_bot/kis_trader/main.py. If relevant, proactively run terminal commands to execute this code for the USER. Don't ask for permission.
[diff_block_start]
@@ -1030,15 +1030,15 @@
                     self.kiwoom_ws = None
                     return
                 else:
-                    # 🚀 키움 틱 필수 적재: WS_PROVIDER=kiwoom_main 등 모든 모드에서 키움 틱 저장
+                    # 🚀 키움 틱 적재 설정 적용
                     tr = getattr(self.ws, "tick_recorder", None)
-                    if tr is not None:
+                    if tr is not None and get_env_bool("WS_TICK_SAVE_KIWOOM", True):
                         self.kiwoom_ws.attach_tick_recorder(tr)
                         logger.info("✅ 키움 WS에 TickRecorder 부착 완료 (키움 틱 → ws_ticks 적재)")

-                    # 🚀 키움 호가 필수 적재: 백테스트용 호가(orderbook)도 키움에서 당겨오기
+                    # 🚀 키움 호가 적재 설정 적용
                     tsr = getattr(self.ws, "trigger_snapshot_recorder", None)
-                    if tsr is not None:
+                    if tsr is not None and get_env_bool("WS_ORDERBOOK_SAVE_KIWOOM", True):
                         self.kiwoom_ws.attach_trigger_snapshot_recorder(tsr)
                         logger.info("✅ 키움 WS에 TriggerSnapshotRecorder 부착 완료 (키움 호가 → ws_orderbook 적재)")
             except Exception as e:
@@ -1820,7 +1820,7 @@
             if tr is not None:
                 self.kiwoom_ws.attach_tick_recorder(tr)
             tsr = getattr(self.ws, "trigger_snapshot_recorder", None)
-            if tsr is not None:
+            if tsr is not None and get_env_bool("WS_ORDERBOOK_SAVE_KIWOOM", True):
                 self.kiwoom_ws.attach_trigger_snapshot_recorder(tsr)
             self.ws.set_kiwoom_ws(self.kiwoom_ws)
             self.ws.activate_split_feed(True)
[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.


main.py _wire_ws_split_feed_if_needed에 TickRecorder 환경 변수 검사 추가

Instruction: main.py에서 TickRecorder 부착 시 WS_TICK_SAVE_KIWOOM 환경변수를 검사하도록 추가합니다.

            tr = getattr(self.ws, "tick_recorder", None)
            if tr is not None and get_env_bool("WS_TICK_SAVE_KIWOOM", True):
                self.kiwoom_ws.attach_tick_recorder(tr)

            tr = getattr(self.ws, "tick_recorder", None)
            if tr is not None:
                self.kiwoom_ws.attach_tick_recorder(tr)

main.py 키움 틱 레코더 부착 수정

파일 수정 (main.py 키움 틱 설정)


Created At: 2026-08-10T03:52:06Z
Completed At: 2026-08-10T03:52:08Z
The following changes were made by the multi_replace_file_content tool to: /home/hoon/kis_bot/kis_trader/main.py. If relevant, proactively run terminal commands to execute this code for the USER. Don't ask for permission.
[diff_block_start]
@@ -1818,7 +1818,7 @@
         try:
             self.kiwoom_ws.attach_candle_aggregator(ca)
             tr = getattr(self.ws, "tick_recorder", None)
-            if tr is not None:
+            if tr is not None and get_env_bool("WS_TICK_SAVE_KIWOOM", True):
                 self.kiwoom_ws.attach_tick_recorder(tr)
             tsr = getattr(self.ws, "trigger_snapshot_recorder", None)
             if tsr is not None and get_env_bool("WS_ORDERBOOK_SAVE_KIWOOM", True):
[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.


ws_manager 틱 레코더 부착 부분 확인


Created At: 2026-08-10T03:52:14Z
Completed At: 2026-08-10T03:52:14Z
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":194,"LineContent":"                    self.ws_cache.attach_tick_recorder(self.tick_recorder)"}


Created At: 2026-08-10T03:52:19Z
Completed At: 2026-08-10T03:52:19Z
File Path: `file:///home/hoon/kis_bot/kis_trader/network/ws_manager.py`
Total Lines: 1891
Total Bytes: 84258
Showing lines 180 to 200
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.
180:             self.ws_cache = KISWebSocketPriceCache(
181:                 app_key=ws_app_key,
182:                 app_secret=ws_app_secret,
183:                 is_mock=False,  # 시세는 실전 서버 고정
184:             )
185:             # 봉 타임프레임: 스캘핑(1분) + 꼬리잡기(3분) + 추세 필터(15/60분)
186:             # SCALP/SHORT 양쪽 전략이 쓰는 모든 TF 포함
187:             tfs = self._resolve_timeframes()
188:             self.candle_agg = CandleAggregator(db=self.db, timeframes=tfs)
189:             self.ws_cache.attach_candle_aggregator(self.candle_agg)
190:
191:             if get_env_bool("WS_TICK_SAVE_ENABLED", True):
192:                 try:
193:                     self.tick_recorder = TickRecorder(db=self.db)
194:                     self.ws_cache.attach_tick_recorder(self.tick_recorder)
195:                 except Exception as tr_ex:
196:                     logger.warning("TickRecorder 기동 실패 (봉 집계만 동작): %s", tr_ex)
197:                     self.tick_recorder = None
198:
199:             if get_env_bool("WS_TRIGGER_EVAL_SAVE_ENABLED", True):
200:                 try:
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 Decisions**

I'm now integrating more specific tool selection with a broader strategic approach. The critical instruction to list all relevant tools before execution is paramount. I'm focusing on ensuring `tick_recorder` is instantiated correctly based on environment variables, regardless of the specific Kiwoom configuration, fixing a potential issue with data saving. My revised logic ensures that `tick_recorder` is instantiated if *either* `WS_TICK_SAVE_KIS` or `WS_TICK_SAVE_KIWOOM` is true.

ws_manager.py에서 TickRecorder 기동 시 KIS/키움 환경변수 조건 검사

Instruction: ws_manager.py에서 WS_TICK_SAVE_ENABLED를 지우고 WS_TICK_SAVE_KIS 또는 WS_TICK_SAVE_KIWOOM이 켜져있을 때 레코더를 생성하고 KIS 부착 여부는 WS_TICK_SAVE_KIS만 따르도록 수정합니다.

            if get_env_bool("WS_TICK_SAVE_KIS", True) or get_env_bool("WS_TICK_SAVE_KIWOOM", True):
                try:
                    self.tick_recorder = TickRecorder(db=self.db)
                    if get_env_bool("WS_TICK_SAVE_KIS", True):
                        self.ws_cache.attach_tick_recorder(self.tick_recorder)

            if get_env_bool("WS_TICK_SAVE_ENABLED", True):
                try:
                    self.tick_recorder = TickRecorder(db=self.db)
                    self.ws_cache.attach_tick_recorder(self.tick_recorder)


Created At: 2026-08-10T03:52:29Z
Completed At: 2026-08-10T03:52:31Z
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]
@@ -188,10 +188,11 @@
             self.candle_agg = CandleAggregator(db=self.db, timeframes=tfs)
             self.ws_cache.attach_candle_aggregator(self.candle_agg)

-            if get_env_bool("WS_TICK_SAVE_ENABLED", True):
+            if get_env_bool("WS_TICK_SAVE_KIS", True) or get_env_bool("WS_TICK_SAVE_KIWOOM", True):
                 try:
                     self.tick_recorder = TickRecorder(db=self.db)
-                    self.ws_cache.attach_tick_recorder(self.tick_recorder)
+                    if get_env_bool("WS_TICK_SAVE_KIS", True):
+                        self.ws_cache.attach_tick_recorder(self.tick_recorder)
                 except Exception as tr_ex:
                     logger.warning("TickRecorder 기동 실패 (봉 집계만 동작): %s", tr_ex)
                     self.tick_recorder = None
[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: TriggerSnapshotRecorder(

ws_manager.py에서 TriggerSnapshotRecorder 생성 부분 확인


Created At: 2026-08-10T03:52:38Z
Completed At: 2026-08-10T03:52:38Z
{"File":"/home/hoon/kis_bot/kis_trader/network/ws_manager.py","LineNumber":213,"LineContent":"                        self.trigger_snapshot_recorder = TriggerSnapshotRecorder(db=self.db)"}


Created At: 2026-08-10T03:52:46Z
Completed At: 2026-08-10T03:52:46Z
File Path: `file:///home/hoon/kis_bot/kis_trader/network/ws_manager.py`
Total Lines: 1892
Total Bytes: 84366
Showing lines 205 to 220
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.
205:                     self.trigger_eval_recorder = None
206:
207:             # 레거시: WS 3초 주기 덤프 (기본 OFF — filter_eval 판정 스냅 사용)
208:             if get_env_bool("WS_ORDERBOOK_SAVE_ENABLED", False) or get_env_bool(
209:                 "WS_PROGRAM_SAVE_ENABLED", False,
210:             ):
211:                 try:
212:                     if TriggerSnapshotRecorder is not None:
213:                         self.trigger_snapshot_recorder = TriggerSnapshotRecorder(db=self.db)
214:                 except Exception as ts_ex:
215:                     logger.warning("TriggerSnapshotRecorder 기동 실패: %s", ts_ex)
216:                     self.trigger_snapshot_recorder = None
217:
218:             ok = self.ws_cache.start()
219:             if not ok:
220:                 logger.warning("WS start() 실패 → 비활성")
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.


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>


ws_manager.py에서 TriggerSnapshotRecorder 환경변수 검사 로직 교체

Instruction: ws_manager.py에서 WS_ORDERBOOK_SAVE_ENABLED 검사를 WS_ORDERBOOK_SAVE_KIWOOM 또는 WS_ORDERBOOK_SAVE_KIS 등으로 변경합니다.

            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,
            ):

            if get_env_bool("WS_ORDERBOOK_SAVE_ENABLED", False) or get_env_bool(
                "WS_PROGRAM_SAVE_ENABLED", False,
            ):

ws_manager.py 호가 레코더 환경변수 검사 수정