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kis_bot/docs/like_mcp.md/code_architecture.md
Your Name 0780b2cdd0 feat: Enhance Optuna integration and logging for backtesting framework 
Changes:
- Added new API endpoints for continuing and confirming Optuna jobs, allowing for better management of ongoing studies.
- Introduced detailed logging for tick feed tracking and order book processing, improving traceability of vendor performance during backtests.
- Updated database schema to include new fields for managing Optuna study results, enhancing the ability to track study progress and outcomes.
- Refactored existing functions to utilize the new logging and tracking features, ensuring consistency across the backtesting framework.

Impact:
- These enhancements improve the robustness and transparency of the Optuna backtesting process, facilitating better analysis and optimization of trading strategies.
2026-08-21 19:05:23 +09:00

93 KiB
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kis_bot 코드 아키텍처 & 의존성 맵

자동 생성 문서 — AST 기반 import 정적 분석 결과 DB 스키마는 db_erd.md 를 함께 참조하세요.

📊 프로젝트 통계

항목 값
총 Python 파일 수 372 개
총 코드 라인 수 164,876 줄
DB 테이블 수 50 개 (→ db_erd.md)
DB 참조 파일 수 94 개

주요 외부 라이브러리 의존성

라이브러리 사용 파일 수
utils 78
kiwoom_rest_api 67
PySide2 52
tr 52
argparse 50
requests 32
engine 26
optuna 20
dotenv 19
pandas 18
pythoncom 16
win32com 16
websocket 13
asyncio 13
google 11
ws 11
holding_bot 10
signal 10
base 10
atexit 9

🏗️ 레이어 아키텍처 (계층도)

graph TD
    subgraph "🏠 진입점 (Entry Points)"
        A[holding_bot.py]
        A2[scalping_bot.py]
        A3[momentum_bot.py]
    end
    subgraph "⚙️ 전략 엔진 (kis_trader/engine)"
        B[momentum_engine.py]
        B2[tail_engine.py]
        B3[scalping_engine.py]
        B4[momentum_hts_logic.py]
    end
    subgraph "🔬 백테스트 (kis_trader/backtest)"
        C[momentum_backtest_common.py]
        C2[param_search_momentum.py]
        C3[optuna_momentum.py]
        C4[bt_candle_source.py]
    end
    subgraph "🗄️ 데이터 레이어"
        D[(kis_quant_db)]
        D2[database.py]
        D3[kis_trader/utils/env.py]
    end
    subgraph "📡 실시간 데이터"
        E[ws_candles]
        E2[ws_ticks]
        E3[ls_ws_*]
    end
    A --> B
    A2 --> B3
    B --> B4
    B --> C
    C2 --> C3
    C --> C4
    C --> D2
    B --> D2
    D2 --> D
    D3 --> D2
    D --> E
    D --> E2

🔗 핵심 허브 파일 (많이 import 되는 모듈 Top 20)

이 파일들을 수정할 때 가장 많은 사이드 이펙트가 발생합니다.

순위 모듈 의존하는 파일 수 주요 의존자
1 database 97 _test_ls_condition_realtime.py, _verify_shared_e2e.py, _verify_shared_e2e_breakout.py 외 94개
2 kis_trader.utils.env 89 _test_kiwoom_condition_list.py, _test_kiwoom_condition_realtime.py, _test_ls_condition_realtime.py 외 86개
3 kis_trader.backtest 31 _verify_shared_e2e.py, _verify_shared_e2e_breakout.py, backtest_web.py 외 28개
4 kis_trader.backtest.backtest_portfolio_common 31 backtest_web.py, breakout_backtest_common.py, breakout_portfolio_backtest.py 외 28개
5 kis_trader.engine 26 backtest_web.py, diag_backtest_4_30.py, dart_backtest_common.py 외 23개
6 kis_trader.backtest.shared_ticks 17 _verify_columnar_bitid.py, _verify_shared_e2e.py, _verify_shared_e2e_breakout.py 외 14개
7 kis_trader.ws.kis_ws 15 _test_kiwoom_condition_list.py, _test_kiwoom_condition_realtime.py, etf_ver1.py 외 12개
8 kis_trader.utils.trade_time 14 backtest_web.py, backtest_portfolio_common.py, dbband_backtest_common.py 외 11개
9 kis_trader.engine.indicator_cache 14 database.py, breakout_backtest_common.py, breakout_portfolio_backtest.py 외 11개
10 kis_trader.engine.tail_tick_replay 13 _verify_columnar_bitid.py, param_search_optuna.py, scalping_portfolio_backtest.py 외 10개
11 kis_trader.backtest.universe_history_source 13 backtest_web.py, breakout_backtest_common.py, momentum_backtest_common.py 외 10개
12 kis_trader.backtest.param_search_momentum 12 _verify_shared_e2e.py, backtest_web.py, diag_momentum_backtest.py 외 9개
13 kis_trader.backtest.breakout_tick_loader 12 _verify_shared_e2e_breakout.py, backtest_web.py, breakout_backtest_common.py 외 9개
14 kis_trader.backtest.backtest_env_timeline 12 backtest_web.py, breakout_backtest_common.py, breakout_portfolio_backtest.py 외 9개
15 kis_trader.database.db_manager 12 backtest_web.py, breakout_backtest_common.py, dbband_backtest_common.py 외 9개
16 kis_trader.engine.momentum_engine 12 backtest_web.py, backtest_env_timeline.py, momentum_backtest_common.py 외 9개
17 kis_trader.strategies.breakout 12 backtest_web.py, backtest_env_timeline.py, breakout_backtest_common.py 외 9개
18 kis_trader.backtest.trigger_snapshot_loader 12 backtest_portfolio_common.py, breakout_portfolio_backtest.py, momentum_portfolio_backtest.py 외 9개
19 kis_trader.utils.logger 12 breakout_backtest_common.py, ls_history_loaders.py, momentum_backtest_common.py 외 9개
20 kis_trader.backtest.optuna_common 12 optuna_breakout.py, optuna_dart.py, optuna_momentum.py 외 9개

🗄️ DB 테이블 ↔ 코드 파일 연관 맵

db_erd.md 의 각 테이블을 실제로 읽고/쓰는 파일 목록입니다. DB 스키마를 변경하면 아래 파일들을 반드시 확인하세요.

DB 테이블 참조 파일들 ERD 링크
active_trades backtest_web.py, database.py, etf_ver1.py, holding_bot.py 외 15개 ERD
active_trades_paper backtest_web.py, us_momentum.py ERD
ai_analysis_log database.py, mm_butler.py ERD
buy_execution_log database.py, kis_long_ver1.py ERD
config_breakout backtest_web.py, database.py, param_search_breakout.py, apply_unified_risk_env.py 외 2개 ERD
config_dart backtest_web.py, database.py ERD
config_dbband database.py, dbband_engine.py, prune_env_config_strategy_columns.py ERD
config_momentum backtest_web.py, database.py, backtest_portfolio_common.py, param_search_momentum.py 외 5개 ERD
config_range_break backtest_web.py, database.py, range_break_engine.py, prune_env_config_strategy_columns.py ERD
config_scalp backtest_web.py, database.py, param_search_apply_snapshot.py, param_search_scalping.py 외 5개 ERD
config_short backtest_web.py, database.py, tail_env_keys.py, apply_unified_risk_env.py 외 3개 ERD
config_updow database.py, apply_unified_risk_env.py, migrate_split_env_config.py, prune_env_config_strategy_columns.py ERD
config_us_momentum database.py, optuna_momentum.py, param_search_momentum.py, prune_env_config_strategy_columns.py ERD
daily_summary database.py ERD
dart_disclosures backtest_web.py, database.py, dart_backtest_common.py, dart_engine.py 외 1개 ERD
dart_watchlist backtest_web.py, database.py, dart_engine.py, dart_order_tracker.py ERD
env_config _test_ls_condition_realtime.py, backtest_web.py, check_account_config.py, copy_env_row_to_latest.py 외 48개 ERD
env_config_ext backtest_web.py, database.py, optuna_common.py, migrate_split_env_config.py 외 1개 ERD
holding_candles backtest_web.py, holding_bot.py, kis_holding_ver1.py ERD
holding_min_candles backtest_web.py, holding_bot.py, dbband_backtest_common.py, dbband_param_search.py 외 4개 ERD
holding_stock_config holding_bot.py, kis_holding_ver1.py ERD
kv_store database.py ERD
ls_candidates_history backtest_web.py, database.py, param_search_optuna.py, db_manager.py 외 2개 ERD
ls_universe_history database.py, collect_ls_condition_history.py, collect_ls_universe_history.py ERD
ls_ws_candles backtest_web.py, database.py, breakout_backtest_common.py, scalping_backtest_common.py 외 2개 ERD
ls_ws_orderbook database.py, ls_ws.py ERD
ls_ws_ticks database.py, breakout_backtest_common.py, optuna_breakout.py, optuna_scalping.py 외 2개 ERD
ls_ws_vi database.py, ls_ws.py ERD
order_execution_history database.py ERD
orders backtest_web.py, db_manager.py, us_momentum.py, kiwoom_trader_ver2.py ERD
permanent_subscriptions us_momentum.py, test_ls_ws.py ERD
stock_meta backtest_web.py, database.py, fetch_stock_meta.py, param_search_apply_snapshot.py 외 8개 ERD
stock_share_meta database.py, param_search_breakout.py, fill_stock_share_meta.py, test_kiwoom_ws_sub_limit.py ERD
target_candidates backtest_web.py, database.py, diag_backtest_4_30.py, param_search_momentum.py 외 26개 ERD
target_candidates_history backtest_web.py, database.py, diag_backtest_4_30.py, param_search_momentum.py 외 17개 ERD
trade_history backtest_web.py, database.py, kis_long_ver1.py, kis_long_ver2.py 외 15개 ERD
trade_history_paper backtest_web.py ERD
ws_candles backtest_web.py, database.py, diag_backtest_4_30.py, breakout_backtest_common.py 외 24개 ERD
ws_orderbook database.py, backtest_portfolio_common.py, optuna_scalping.py, param_search_breakout.py 외 6개 ERD
ws_program database.py, backtest_portfolio_common.py, optuna_scalping.py, param_search_breakout.py 외 3개 ERD
ws_ticks _verify_shared_e2e.py, _verify_shared_e2e_breakout.py, backtest_web.py, database.py 외 21개 ERD
ws_ticks_us backtest_web.py, database.py, breakout_tick_loader.py, momentum_backtest_common.py 외 2개 ERD

📂 전략별 파일 분류

DART공시

파일 라인 수 레이어 내부 의존
dart_backtest_common.py 142 🔬 백테스트 database, backtest, engine +1
optuna_dart.py 104 🔬 백테스트 database, optuna_common, param_search_dart +1
param_search_dart.py 95 🔬 백테스트 database, dart_backtest_common, engine +1
dart_engine.py 380 ⚙️ 엔진 database, scalping_engine, env
dart_order_tracker.py 642 📦 kis_trader database, db_manager, dart_watchlist +3
dart_watchlist.py 168 📦 kis_trader env, logger
dart_strategy.py 248 📦 kis_trader

공매도/숏

파일 라인 수 레이어 내부 의존
kis_short_ver1.py 3,826 🏠 루트 database
kis_short_ver2.py 3,885 🏠 루트 database
kis_short_ver3.py 3,610 🏠 루트 database
update_env_short.py 140 🏠 루트 database

공통

파일 라인 수 레이어 내부 의존
_test_kiwoom_condition_list.py 180 🏠 루트 env, kis_ws
_test_kiwoom_condition_realtime.py 228 🏠 루트 env, kis_ws
_test_ls_condition_realtime.py 693 🏠 루트 database, ls_token, env
_verify_columnar_bitid.py 236 🏠 루트 shared_ticks, momentum_tick_replay, tail_tick_replay +1
_verify_shared_e2e.py 152 🏠 루트 database, backtest, momentum_backtest_common +3
auto_ai_reporter.py 263 🏠 루트
backtest_web.py 9,455 🔬 백테스트 database, backtest, backtest_env_timeline +43
carrot_region_sel.py 366 🏠 루트
check_account_config.py 103 🏠 루트 database
check_db.py 28 🏠 루트
config_schema.py 150 🏠 루트
copy_env_row_to_latest.py 40 🏠 루트 database
database.py 5,014 🗄️ DB 레이어 paper_store, indicator_cache, env +1
diag_backtest_4_30.py 198 🔬 백테스트 database, engine
etf_backtest.py 404 🔬 백테스트
etf_ver1.py 887 🏠 루트 database, kis_ws
export_sniper.py 132 🏠 루트
fetch_stock_meta.py 327 🏠 루트 database, kis_ws
holding_bot.py 2,577 🏠 루트 database, kis_ws
init_db.py 78 🏠 루트 database
kis_approval_manager.py 404 🏠 루트
kis_holding_ver1.py 492 🏠 루트 database
kis_long_alert.py 267 🏠 루트 database
kis_long_ver1.py 1,953 🏠 루트 database
kis_long_ver2.py 1,008 🏠 루트 database
kis_token_manager.py 466 🏠 루트 database
__init__.py 3 📦 kis_trader
__init__.py 1 🔬 백테스트
backtest_env_timeline.py 158 🔬 백테스트 breakout_backtest_common, env_timeline, dbband_engine +5
backtest_portfolio_common.py 919 🔬 백테스트 database, trigger_snapshot_loader, daily_profit_halt +5
backtest_web.py 49 🔬 백테스트
bt_web_jobs.py 443 🔬 백테스트 kr_trading_day
env_timeline.py 106 🔬 백테스트
ls_history_loaders.py 228 🔬 백테스트 logger
optuna_briefing.py 432 🔬 백테스트 database, env
optuna_common.py 672 🔬 백테스트 database, optuna_briefing, env
optuna_daily_trail_recommend.py 315 🔬 백테스트 param_search_apply_snapshot, env
optuna_mode_combo.py 278 🔬 백테스트 optuna_postprocess_topn, optuna_tpe_common, env
optuna_post_progress.py — 🔬 백테스트 (후처리 진행 로그, 웹 바)
optuna_postprocess_topn.py — 🔬 백테스트 optuna_orderbook_recommend, optuna_whipsaw_recommend, optuna_post_progress
optuna_rerun_postprocess.py — 🔬 백테스트 optuna_postprocess_topn, optuna_momentum
optuna_search_space.py 89 🔬 백테스트 param_search_breakout, param_search_momentum, param_search_scalping +1
optuna_tpe_common.py 218 🔬 백테스트
optuna_web_jobs.py 1,121 🔬 백테스트 backtest_portfolio_common, optuna_common, optuna_study_store +6
optuna_study_store.py — 🔬 백테스트 optuna_study_result 테이블 (JSON 대체, 총 횟수 후처리 게이트)
param_apply_ai.py 314 🔬 백테스트 database, backtest_portfolio_common
param_search_apply_snapshot.py 648 🔬 백테스트 database, backtest, backtest_portfolio_common +4
param_search_cli_common.py 110 🔬 백테스트
param_search_dates.py 94 🔬 백테스트 env, kr_trading_day
param_search_optuna.py 1,033 🔬 백테스트 database, backtest, backtest_portfolio_common +21
param_search_pool.py 711 🔬 백테스트 env
shared_ticks.py 507 🔬 백테스트 whipsaw_filter
trigger_snapshot_loader.py 564 🔬 백테스트 orderbook_filter, program_filter, env +3
universe_history_source.py 81 🔬 백테스트 env
universe_timeline.py 271 🔬 백테스트 universe_history_source, db_manager, env
__init__.py 4 🗄️ DB 레이어
db_manager.py 857 🗄️ DB 레이어 database, momentum_universe_timeline, universe_history_source +1
paper_store.py 500 🗄️ DB 레이어 strategy_ids
__init__.py 5 ⚙️ 엔진
atr_series.py 37 ⚙️ 엔진
candle_rollup.py 158 ⚙️ 엔진
daily_profit_halt.py 811 ⚙️ 엔진 env, logger
ema_trend_filter.py 84 ⚙️ 엔진
indicator_cache.py 412 ⚙️ 엔진 ema_trend_filter, momentum_engine, env
limit_entry_common.py 196 ⚙️ 엔진
ls_feed_gate.py 20 ⚙️ 엔진 env, ls_ws
feed_fallback.py — ⚙️ 엔진 env
mid_enroll_entry_gate.py 241 ⚙️ 엔진 env
orderbook_env.py 187 ⚙️ 엔진 env
orderbook_filter.py 276 ⚙️ 엔진 env, orderbook_cache, trigger_eval_recorder
live_sell_price.py — ⚙️ 엔진 env
post_sell_candle_backfill.py 439 ⚙️ 엔진 database, candle_rollup, env +2
program_filter.py 229 ⚙️ 엔진 env, program_cache, trigger_eval_recorder
strategy_eod.py 149 ⚙️ 엔진
tick_exit_common.py 384 ⚙️ 엔진 shared_ticks, scalping_engine, whipsaw_filter +2
trigger_eval_collect.py 76 ⚙️ 엔진 env
whipsaw_filter.py 570 ⚙️ 엔진 shared_ticks, env
__init__.py 5 📦 kis_trader
account_cash.py 174 📦 kis_trader
kis_client.py 1,553 📦 kis_trader api_reject_log, non_stock
order_manager.py 2,381 📦 kis_trader post_sell_candle_backfill, us_momentum_env_keys, api_reject_log
orderbook_sell.py 131 📦 kis_trader
orphan_reconcile.py 571 📦 kis_trader
main.py 2,353 📦 kis_trader
__init__.py 4 📦 kis_trader
condition_manager.py 446 📦 kis_trader
kiwoom_condition_manager.py 790 📦 kis_trader
ls_chart.py 239 📦 kis_trader database
ls_condition_manager.py 821 📦 kis_trader ls_token
ls_token.py 231 📦 kis_trader env
ls_ws_validator.py 168 📦 kis_trader
market_guard.py 572 📦 kis_trader
ranking_manager.py 350 📦 kis_trader
ws_manager.py 1,849 📦 kis_trader stock_share
ws_validator.py 227 📦 kis_trader
__init__.py 1 📦 kis_trader
__init__.py 5 📦 kis_trader
apply_unified_risk_env.py 81 📦 kis_trader database
approx_param_search_from_log.py 131 📦 kis_trader db_manager
backfill_trigger_eval_from_log.py 318 📦 kis_trader db_manager
fill_kiwoom_candles.py 405 📦 kis_trader database, env, kis_ws
fill_stock_share_meta.py 190 📦 kis_trader database, stock_share, env +1
migrate_split_env_config.py 105 📦 kis_trader database
prune_env_config_strategy_columns.py 188 📦 kis_trader database, env
rebuild_universe_history_from_logs.py 418 📦 kis_trader database, db_manager
show_account_snapshot.py 323 📦 kis_trader kis_client, env
test_kis_ws_diagnostic.py 403 📦 kis_trader kis_client, env
verify_three_paths.py 231 📦 kis_trader param_search_scalping, momentum_engine, scalping_engine +3
__init__.py 1 📦 kis_trader
stock_share.py 210 📦 kis_trader env, logger
__init__.py 30 📦 kis_trader
base.py 1,126 📦 kis_trader ls_feed_gate, mid_enroll_entry_gate
__init__.py 1 🛠️ 유틸
api_reject_log.py 242 🛠️ 유틸 env
env.py 159 🛠️ 유틸 database
kis_ws_session_windows.py 149 🛠️ 유틸
ls_ws_session_windows.py — 🛠️ 유틸 env, session_hm
kr_trading_day.py 232 🛠️ 유틸 env
live_portfolio_common.py 328 🛠️ 유틸
logger.py 219 🛠️ 유틸
non_stock.py 157 🛠️ 유틸
position_sizing.py 41 🛠️ 유틸
request_handler.py 208 🛠️ 유틸
session_hm.py 26 🛠️ 유틸
stock_name.py 97 🛠️ 유틸
strategy_ids.py 124 🛠️ 유틸
trade_time.py 32 🛠️ 유틸
universe_source.py 59 🛠️ 유틸
usd_krw_fx.py 410 🛠️ 유틸 env, request_handler
live_config_schema.py 915 📦 kis_trader orderbook_env
__init__.py 22 📦 kis_trader
kis_ws.py 2,656 📦 kis_trader candle_rollup, env, kis_ws_session_windows
kis_ws_overseas.py 591 📦 kis_trader env, kis_ws_session_windows
kiwoom_ws.py 938 📦 kis_trader env
ls_ws.py — 📦 kis_trader database, ls_chart, ls_token, ls_ws_session_windows
orderbook_cache.py 287 📦 kis_trader
program_cache.py 157 📦 kis_trader
tick_recorder.py 287 📦 kis_trader
trigger_eval_recorder.py 270 📦 kis_trader
trigger_snapshot_recorder.py 268 📦 kis_trader
kis_ws.py 3 🏠 루트 kis_ws
__init__.py 0 🏠 루트
api.py 0 🏠 루트
api_async.py 0 🏠 루트
__init__.py 0 🏠 루트
token.py 109 🏠 루트
__init__.py 0 🏠 루트
main.py 88 🏠 루트
config.py 60 🏠 루트
__init__.py 0 🏠 루트
async_client.py 49 🏠 루트
base.py 224 🏠 루트
base_api.py 56 🏠 루트
sync_client.py 43 🏠 루트
__init__.py 0 🏠 루트
account.py 2,050 🏠 루트
analysis.py 108 🏠 루트
chart.py 739 🏠 루트
credit_order.py 291 🏠 루트
elw.py 1,113 🏠 루트
etf.py 621 🏠 루트
foreign_institution.py 234 🏠 루트
investor.py 115 🏠 루트
market_condition.py 1,111 🏠 루트
order.py 317 🏠 루트
rank_info.py 2,311 🏠 루트
sector.py 507 🏠 루트
slb.py 287 🏠 루트
stockinfo.py 1,608 🏠 루트
theme.py 175 🏠 루트
trading.py 107 🏠 루트
trader.py 325 🏠 루트
websocket.py 321 🏠 루트
websocket_constants.py 186 🏠 루트
websocket_helper.py 283 🏠 루트
kiwoom_trader_dual.py 1,131 🏠 루트
kiwoom_trader_ver2.py 3,179 🏠 루트 database
kiwoom_universe_scanner.py 684 🏠 루트 database
kiwoom_ws.py 3 🏠 루트 kiwoom_ws
config.py 43 🏠 루트
run.py 23 🏠 루트
ws_candle_agg.py 122 🏠 루트
balance_window.py 135 🏠 루트
button_holder.py 15 🏠 루트
main.py 303 🏠 루트
main_window.py 272 🏠 루트
order_window.py 351 🏠 루트
rockwidget.py 22 🏠 루트
search_window.py 130 🏠 루트
second_window.py 31 🏠 루트
slider.py 17 🏠 루트
test.py 100 🏠 루트
third_window.py 31 🏠 루트
k3_real.py 63 🏠 루트
s3_real.py 63 🏠 루트
tr_0424.py 813 🏠 루트
tr_1857.py 245 🏠 루트
tr_cancel_order.py 118 🏠 루트
tr_kh.py 72 🏠 루트
tr_master.py 67 🏠 루트
tr_order.py 197 🏠 루트
tr_pending.py 326 🏠 루트
tr_redo_order.py 115 🏠 루트
tr_sc0.py 108 🏠 루트
tr_sc1.py 97 🏠 루트
tr_sc2.py 82 🏠 루트
tr_sc3.py 88 🏠 루트
ui_search_window.py 67 🏠 루트
ui_second_window.py 35 🏠 루트
ui_test.py 65 🏠 루트
ui_third_window.py 34 🏠 루트
server.py 448 🏠 루트
fetch_spec.py 269 🏠 루트
server.py 417 🏠 루트
ml_predictor.py 230 🏠 루트 database
mm_butler.py 1,235 🏠 루트 database, env
mm_remote.py 290 🏠 루트 database
modify_db_schema.py 37 🏠 루트
news_analyzer.py 215 🏠 루트
permanent_subs.py 319 🏠 루트 env
ai_recommend_notice.py 337 🏠 루트 database
back_test.py 164 🏠 루트
risk_manager.py 307 🏠 루트
balance_window.py 135 🏠 루트
button_holder.py 15 🏠 루트
main.py 303 🏠 루트
main_window.py 272 🏠 루트
order_window.py 351 🏠 루트
rockwidget.py 22 🏠 루트
search_window.py 130 🏠 루트
second_window.py 31 🏠 루트
slider.py 17 🏠 루트
test.py 100 🏠 루트
third_window.py 31 🏠 루트
k3_real.py 63 🏠 루트
s3_real.py 63 🏠 루트
tr_0424.py 813 🏠 루트
tr_1857.py 245 🏠 루트
tr_cancel_order.py 118 🏠 루트
tr_kh.py 72 🏠 루트
tr_master.py 67 🏠 루트
tr_order.py 197 🏠 루트
tr_pending.py 326 🏠 루트
tr_redo_order.py 115 🏠 루트
tr_sc0.py 108 🏠 루트
tr_sc1.py 97 🏠 루트
tr_sc2.py 82 🏠 루트
tr_sc3.py 88 🏠 루트
ui_search_window.py 67 🏠 루트
ui_second_window.py 35 🏠 루트
ui_test.py 65 🏠 루트
ui_third_window.py 34 🏠 루트
_diag_mom_2min_gap.py 124 🏠 루트 database
_diag_mom_tick_today.py 99 🏠 루트 database
backfill_trade_candles.py 70 🏠 루트 database, post_sell_candle_backfill
collect_ls_condition_history.py 654 🏠 루트 database, env
collect_ls_universe_history.py 401 🏠 루트 database
copy_env_row_to_latest.py 0 🏠 루트
kis_error_watch_mm.py 387 🏠 루트 env, logger
market_open_sim_smoke.py 362 🏠 루트 backtest, engine, kis_client +6
post_optuna_mid_enroll_verify.py 214 🏠 루트 database, backtest, us_momentum_web_backtest +2
query_kiwoom_condition_snapshot.py 454 🏠 루트 database, env, kis_ws
run_strategy_backtest_cli.py 256 🔬 백테스트 kr_trading_day
smoke_candle_upsert_rollup.py 144 🏠 루트 candle_rollup, kis_ws
verify_live_portfolio_align.py 125 🏠 루트 strategies, live_portfolio_common
verify_optuna_tpe_apply_dryrun.py 153 🏠 루트 backtest_portfolio_common, param_search_apply_snapshot, param_search_scalping +1
verify_optuna_tpe_parity_checklist.py 283 🏠 루트 backtest_portfolio_common, optuna_breakout_tpe_space, optuna_briefing +6
smart_executor.py 259 🏠 루트
star.py 11 🏠 루트
test_kiwoom_token.py 339 🏠 루트 database
test_kiwoom_ws.py 196 🏠 루트 database, kis_ws, kiwoom_ws
test_kiwoom_ws_sub_limit.py 453 🏠 루트 database, env, kis_ws +1
test_ls_ws.py 998 🏠 루트 database
test_psearch.py 299 🏠 루트 kis_client, env
tmp_mom_smoke_web.py 46 🏠 루트
trend_divergence.py 248 🏠 루트
update_env.py 145 🏠 루트 database
update_env_etf.py 61 🏠 루트 database
update_env_simple.py 71 🏠 루트 database

꼬리잡기(Tail)

파일 라인 수 레이어 내부 의존
optuna_tail_tpe_space.py 188 🔬 백테스트 optuna_tpe_common
tail_backtest_common.py 840 🔬 백테스트 backtest_env_timeline, backtest_portfolio_common, momentum_backtest_common +12
tail_bt_web_jobs.py 14 🔬 백테스트 bt_web_jobs
tail_exit_ab_test.py 122 🔬 백테스트 database, backtest, engine
tail_mfe_analysis.py 305 🔬 백테스트 database, backtest, engine +1
tail_param_search.py 1,948 🔬 백테스트 database, backtest, backtest_portfolio_common +13
tail_tick_loader.py 18 🔬 백테스트 breakout_tick_loader
tail_engine.py 2,788 ⚙️ 엔진 database, backtest_env_timeline, trigger_snapshot_loader +15
tail_env_keys.py 471 ⚙️ 엔진 database, env
tail_tick_replay.py 303 ⚙️ 엔진 shared_ticks, candle_rollup, limit_entry_common +1
tail_catch.py 503 📦 kis_trader tail_tick_replay
append_tail_optuna_compare.py 180 🏠 루트 database, backtest, engine
run_tail_backtest_cli.py 376 🔬 백테스트 database, backtest, backtest_portfolio_common +4
tail_live_bt_forensics.py 158 🏠 루트 database, backtest, universe_timeline +2
tail_symbol_gate_verify_20260709.py 126 🏠 루트 database, backtest, engine +1
tail_engine.py 3 ⚙️ 엔진 tail_engine

더블볼린저

파일 라인 수 레이어 내부 의존
dbband_backtest_common.py 381 🔬 백테스트 backtest_portfolio_common, db_manager, dbband_engine +1
dbband_param_search.py 157 🔬 백테스트 database, backtest, backtest_portfolio_common +3
dbband_engine.py 972 ⚙️ 엔진 database, backtest_env_timeline, dbband_env_keys +3
dbband_env_keys.py 212 ⚙️ 엔진
dbband_stock_cfg.py 343 📦 kis_trader
dbband_strategy.py 228 📦 kis_trader

레인지브레이크

파일 라인 수 레이어 내부 의존
param_search_range_break.py 299 🔬 백테스트 database, backtest, backtest_portfolio_common +6
range_break_backtest_common.py 239 🔬 백테스트 backtest_env_timeline, backtest_portfolio_common, breakout_tick_loader +5
range_break_portfolio_backtest.py 402 🔬 백테스트 backtest_env_timeline, backtest_portfolio_common, range_break_engine +5
range_break_engine.py 460 ⚙️ 엔진 database, range_break_portfolio_backtest, range_break_env_keys +2
range_break_env_keys.py 88 ⚙️ 엔진
range_break.py 303 📦 kis_trader

모멘텀

파일 라인 수 레이어 내부 의존
compare_web_cli_momentum.py 62 🏠 루트
diag_momentum_backtest.py 173 🔬 백테스트 database, backtest, param_search_momentum
momentum_backtest_common.py 659 🔬 백테스트 backtest_env_timeline, backtest_portfolio_common, breakout_tick_loader +12
momentum_exit_ab_test.py 100 🔬 백테스트 database, backtest, engine
momentum_portfolio_backtest.py 930 🔬 백테스트 backtest_env_timeline, backtest_portfolio_common, momentum_tick_loader +11
momentum_random_benchmark.py 565 🔬 백테스트 database, backtest, backtest_portfolio_common +4
momentum_rr_crossval.py 466 🔬 백테스트 database, backtest, backtest_portfolio_common +4
momentum_rr_quick_eval.py 113 🔬 백테스트 backtest, backtest_portfolio_common, momentum_rr_crossval +1
momentum_tick_loader.py 19 🔬 백테스트 breakout_tick_loader
momentum_universe_timeline.py 125 🔬 백테스트 momentum_backtest_common, universe_history_source, universe_timeline +2
optuna_momentum.py 689 🔬 백테스트 database, backtest, backtest_portfolio_common +18
optuna_momentum_tpe_space.py 159 🔬 백테스트 optuna_tpe_common, param_search_momentum
param_search_momentum.py 2,577 🔬 백테스트 database, backtest, backtest_portfolio_common +17
us_momentum_web_backtest.py 400 🔬 백테스트 backtest, us_momentum_env_keys, us_momentum_stock_cfg +2
momentum_chase_patterns.py 228 ⚙️ 엔진 env
momentum_engine.py 673 ⚙️ 엔진 database, momentum_portfolio_backtest, momentum_env_keys +6
momentum_env_keys.py 249 ⚙️ 엔진
momentum_hts_logic.py 587 ⚙️ 엔진 momentum_chase_patterns, momentum_env_keys, orderbook_filter +5
momentum_tick_replay.py 620 ⚙️ 엔진 shared_ticks, momentum_engine, whipsaw_filter +2
us_momentum_env.py 193 ⚙️ 엔진 env
us_momentum_env_keys.py 296 ⚙️ 엔진 env
compare_momentum_scan_memo.py 233 📦 kis_trader backtest, momentum_backtest_common, param_search_momentum
momentum.py 360 📦 kis_trader tail_tick_replay
us_momentum.py 1,123 📦 kis_trader database, tail_tick_replay
us_momentum_stock_cfg.py 378 📦 kis_trader
momentum_engine.py 3 ⚙️ 엔진 momentum_engine
momentum_ratchet_ab_715.py 191 🏠 루트 optuna_common, optuna_momentum, param_search_momentum +1

미국모멘텀

파일 라인 수 레이어 내부 의존
us_momentum_web_backtest.py 400 🔬 백테스트 backtest, us_momentum_env_keys, us_momentum_stock_cfg +2
us_momentum_env.py 193 ⚙️ 엔진 env
us_momentum_env_keys.py 296 ⚙️ 엔진 env
us_momentum.py 1,123 📦 kis_trader database, tail_tick_replay
us_momentum_stock_cfg.py 378 📦 kis_trader

브레이크아웃

파일 라인 수 레이어 내부 의존
_verify_shared_e2e_breakout.py 156 🏠 루트 database, backtest, breakout_backtest_common +3
breakout_backtest_common.py 624 🔬 백테스트 backtest_env_timeline, backtest_portfolio_common, breakout_tick_loader +9
breakout_portfolio_backtest.py 504 🔬 백테스트 backtest_env_timeline, backtest_portfolio_common, trigger_snapshot_loader +10
breakout_tick_loader.py 529 🔬 백테스트 database, candle_rollup
optuna_breakout.py 524 🔬 백테스트 database, backtest, backtest_portfolio_common +19
optuna_breakout_tpe_space.py 96 🔬 백테스트 optuna_tpe_common
param_search_breakout.py 1,587 🔬 백테스트 database, backtest, backtest_portfolio_common +14
breakout.py 2,047 📦 kis_trader breakout_portfolio_backtest, shared_ticks, tail_tick_replay +2

스캘핑

파일 라인 수 레이어 내부 의존
holding_param_search.py 210 🔬 백테스트 database
optuna_scalping.py 599 🔬 백테스트 database, backtest, backtest_portfolio_common +16
optuna_scalping_tpe_space.py 88 🔬 백테스트 optuna_tpe_common
param_search_scalping.py 1,661 🔬 백테스트 database, backtest, backtest_portfolio_common +11
scalping_backtest_common.py 408 🔬 백테스트 backtest, backtest_env_timeline, backtest_portfolio_common +9
scalping_portfolio_backtest.py 506 🔬 백테스트 backtest_env_timeline, backtest_portfolio_common, momentum_portfolio_backtest +7
scalping_engine.py 1,346 ⚙️ 엔진 database, scalping_portfolio_backtest, momentum_engine +5
scalping.py 434 📦 kis_trader tail_tick_replay
scalping_bot.py 261 🏠 루트 database
scalping_logic.py 45 🏠 루트 engine
kis_scalping_ver1.py 1,658 🏠 루트 database
kis_scalping_ver2.py 1,596 🏠 루트 database
scalping_engine.py 3 ⚙️ 엔진 scalping_engine
_diag_scalp_live_bt_20260716.py 317 🏠 루트 database, scalping_backtest_common, scalping_engine

업다운

파일 라인 수 레이어 내부 의존
param_search_updow.py 409 🔬 백테스트 database, backtest_portfolio_common, param_search_apply_snapshot +3
param_search_updow_us.py 284 🔬 백테스트 database, strategies, updow_holding_cfg +1
param_search_updown_box.py 276 🔬 백테스트 database, param_search_dates, engine +2
updown_box.py 958 ⚙️ 엔진
updow_buy.py 1,383 📦 kis_trader scalping_engine
updow_holding_cfg.py 590 📦 kis_trader
updow_strategy.py 769 📦 kis_trader
updown_box_stock_cfg.py 221 📦 kis_trader
updown_feed.py 198 📦 kis_trader
updown_scan.py 154 📦 kis_trader
updown_watchlist.py 419 📦 kis_trader
updowbuyy.py 36 🏠 루트 updow_buy

📋 전체 파일 의존성 상세 (All Files)

파일 라인 내부 모듈 의존 외부 라이브러리
_test_kiwoom_condition_list.py 180 kis_trader.utils.env, kis_trader.ws.kis_ws websocket
_test_kiwoom_condition_realtime.py 228 kis_trader.utils.env, kis_trader.ws.kis_ws websocket
_test_ls_condition_realtime.py 693 database, kis_trader.network.ls_token, kis_trader.utils.env argparse, requests, websocket
_verify_columnar_bitid.py 236 kis_trader.backtest.shared_ticks, kis_trader.engine.momentum_tick_replay, kis_trader.engine.tail_tick_replay, kis_trader.engine.whipsaw_filter -
_verify_shared_e2e.py 152 database, kis_trader.backtest, kis_trader.backtest.momentum_backtest_common, kis_trader.backtest.momentum_tick_loader, kis_trader.backtest.param_search_momentum, kis_trader.backtest.shared_ticks -
_verify_shared_e2e_breakout.py 156 database, kis_trader.backtest, kis_trader.backtest.breakout_backtest_common, kis_trader.backtest.breakout_tick_loader, kis_trader.backtest.param_search_breakout, kis_trader.backtest.shared_ticks -
auto_ai_reporter.py 263 - dotenv, google, requests, sqlite3
backtest_scalping/holding_param_search.py 210 database argparse, holding_bot
backtest_web.py 9,455 database, kis_trader.backtest, kis_trader.backtest.backtest_env_timeline, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.breakout_backtest_common, kis_trader.backtest.breakout_tick_loader, kis_trader.backtest.dart_backtest_common, kis_trader.backtest.dbband_param_search, kis_trader.backtest.momentum_backtest_common, kis_trader.backtest.param_search_breakout, kis_trader.backtest.param_search_momentum, kis_trader.backtest.scalping_backtest_common, kis_trader.backtest.tail_param_search, kis_trader.backtest.universe_history_source, kis_trader.backtest.universe_timeline, kis_trader.backtest.us_momentum_web_backtest, kis_trader.database.db_manager, kis_trader.database.paper_store, kis_trader.engine, kis_trader.engine.candle_rollup, kis_trader.engine.daily_profit_halt, kis_trader.engine.dbband_env_keys, kis_trader.engine.limit_entry_common, kis_trader.engine.momentum_engine, kis_trader.engine.tail_env_keys, kis_trader.engine.updown_box, kis_trader.execution.account_cash, kis_trader.execution.kis_client, kis_trader.execution.order_manager, kis_trader.execution.orphan_reconcile, kis_trader.scan.dart_order_tracker, kis_trader.scan.dart_watchlist, kis_trader.strategies, kis_trader.strategies.base, kis_trader.strategies.breakout, kis_trader.strategies.range_break, kis_trader.strategies.updown_box_stock_cfg, kis_trader.strategies.updown_watchlist, kis_trader.strategies.us_momentum_stock_cfg, kis_trader.utils.env, kis_trader.utils.kr_trading_day, kis_trader.utils.stock_name, kis_trader.utils.strategy_ids, kis_trader.utils.trade_time, kis_trader.utils.usd_krw_fx, kis_trader.web.live_config_schema config_schema, flask, holding_bot, kis_holding_ver1, permanent_subs
carrot_region_sel.py 366 - bs4, mm_sender, requests, telegram
check_account_config.py 103 database -
check_db.py 28 - sqlite3
compare_web_cli_momentum.py 62 - -
config_schema.py 150 - -
copy_env_row_to_latest.py 40 database -
database.py 5,014 kis_trader.database.paper_store, kis_trader.engine.indicator_cache, kis_trader.utils.env, kis_trader.utils.strategy_ids config_schema, pymysql
diag_backtest_4_30.py 198 database, kis_trader.engine -
diag_momentum_backtest.py 173 database, kis_trader.backtest, kis_trader.backtest.param_search_momentum argparse
etf_backtest.py 404 - numpy, pandas, requests, yfinance
etf_ver1.py 887 database, kis_trader.ws.kis_ws pandas, requests
export_sniper.py 132 - bs4, requests
fetch_stock_meta.py 327 database, kis_trader.ws.kis_ws argparse, requests
holding_bot.py 2,577 database, kis_trader.ws.kis_ws argparse, kis_token_manager, kiwoom_rest_api, requests
init_db.py 78 database -
kis_approval_manager.py 404 - requests
kis_holding_ver1.py 492 database argparse, holding_bot
kis_long_alert.py 267 database kis_long_ver1
kis_long_ver1.py 1,953 database google, hmac, kis_token_manager, ml_predictor, pandas, requests
kis_long_ver2.py 1,008 database kis_long_ver1, news_analyzer, pandas
kis_token_manager.py 466 database argparse, requests
kis_trader/__init__.py 3 - -
kis_trader/backtest/__init__.py 1 - -
kis_trader/backtest/backtest_env_timeline.py 158 kis_trader.backtest.breakout_backtest_common, kis_trader.backtest.env_timeline, kis_trader.engine.dbband_engine, kis_trader.engine.momentum_engine, kis_trader.engine.range_break_engine, kis_trader.engine.scalping_engine, kis_trader.engine.tail_engine, kis_trader.strategies.breakout -
kis_trader/backtest/backtest_portfolio_common.py 919 database, kis_trader.backtest.trigger_snapshot_loader, kis_trader.engine.daily_profit_halt, kis_trader.engine.scalping_engine, kis_trader.engine.strategy_eod, kis_trader.utils.env, kis_trader.utils.position_sizing, kis_trader.utils.trade_time -
kis_trader/backtest/backtest_web.py 49 - backtest_web, runpy
kis_trader/backtest/breakout_backtest_common.py 624 kis_trader.backtest.backtest_env_timeline, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.breakout_tick_loader, kis_trader.backtest.ls_history_loaders, kis_trader.backtest.universe_history_source, kis_trader.backtest.universe_timeline, kis_trader.database.db_manager, kis_trader.engine.indicator_cache, kis_trader.share.stock_share, kis_trader.strategies.breakout, kis_trader.utils.env, kis_trader.utils.logger -
kis_trader/backtest/breakout_portfolio_backtest.py 504 kis_trader.backtest.backtest_env_timeline, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.trigger_snapshot_loader, kis_trader.engine.atr_series, kis_trader.engine.indicator_cache, kis_trader.engine.mid_enroll_entry_gate, kis_trader.engine.scalping_engine, kis_trader.engine.tick_exit_common, kis_trader.engine.whipsaw_filter, kis_trader.share.stock_share, kis_trader.strategies.base, kis_trader.strategies.breakout, kis_trader.utils.env -
kis_trader/backtest/breakout_tick_loader.py 529 database, kis_trader.engine.candle_rollup pymysql, utils
kis_trader/backtest/bt_web_jobs.py 443 kis_trader.utils.kr_trading_day -
kis_trader/backtest/dart_backtest_common.py 142 database, kis_trader.backtest, kis_trader.engine, kis_trader.scan.dart_order_tracker -
kis_trader/backtest/dbband_backtest_common.py 381 kis_trader.backtest.backtest_portfolio_common, kis_trader.database.db_manager, kis_trader.engine.dbband_engine, kis_trader.utils.trade_time -
kis_trader/backtest/dbband_param_search.py 157 database, kis_trader.backtest, kis_trader.backtest.backtest_portfolio_common, kis_trader.engine, kis_trader.engine.dbband_env_keys, kis_trader.strategies argparse, holding_bot
kis_trader/backtest/env_timeline.py 106 - bisect
kis_trader/backtest/ls_history_loaders.py 228 kis_trader.utils.logger -
kis_trader/backtest/momentum_backtest_common.py 659 kis_trader.backtest.backtest_env_timeline, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.breakout_tick_loader, kis_trader.backtest.momentum_tick_loader, kis_trader.backtest.momentum_universe_timeline, kis_trader.backtest.universe_history_source, kis_trader.backtest.universe_timeline, kis_trader.database.db_manager, kis_trader.engine.indicator_cache, kis_trader.engine.momentum_engine, kis_trader.engine.momentum_hts_logic, kis_trader.engine.momentum_tick_replay, kis_trader.utils.env, kis_trader.utils.logger, kis_trader.ws.kis_ws -
kis_trader/backtest/momentum_exit_ab_test.py 100 database, kis_trader.backtest, kis_trader.engine -
kis_trader/backtest/momentum_portfolio_backtest.py 930 kis_trader.backtest.backtest_env_timeline, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.momentum_tick_loader, kis_trader.backtest.momentum_universe_timeline, kis_trader.backtest.shared_ticks, kis_trader.backtest.trigger_snapshot_loader, kis_trader.engine.indicator_cache, kis_trader.engine.mid_enroll_entry_gate, kis_trader.engine.momentum_engine, kis_trader.engine.momentum_tick_replay, kis_trader.engine.whipsaw_filter, kis_trader.strategies.base, kis_trader.utils.env, kis_trader.utils.session_hm -
kis_trader/backtest/momentum_random_benchmark.py 565 database, kis_trader.backtest, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.momentum_portfolio_backtest, kis_trader.backtest.param_search_momentum, kis_trader.engine.momentum_engine, kis_trader.engine.momentum_hts_logic argparse
kis_trader/backtest/momentum_rr_crossval.py 466 database, kis_trader.backtest, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.param_search_cli_common, kis_trader.backtest.param_search_momentum, kis_trader.engine, kis_trader.utils.env argparse
kis_trader/backtest/momentum_rr_quick_eval.py 113 kis_trader.backtest, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.momentum_rr_crossval, kis_trader.backtest.param_search_momentum -
kis_trader/backtest/momentum_tick_loader.py 19 kis_trader.backtest.breakout_tick_loader -
kis_trader/backtest/momentum_universe_timeline.py 125 kis_trader.backtest.momentum_backtest_common, kis_trader.backtest.universe_history_source, kis_trader.backtest.universe_timeline, kis_trader.engine.momentum_engine, kis_trader.utils.env -
kis_trader/backtest/optuna_breakout.py 524 database, kis_trader.backtest, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.breakout_backtest_common, kis_trader.backtest.breakout_tick_loader, kis_trader.backtest.ls_history_loaders, kis_trader.backtest.optuna_breakout_tpe_space, kis_trader.backtest.optuna_common, kis_trader.backtest.optuna_daily_trail_recommend, kis_trader.backtest.optuna_mode_combo, kis_trader.backtest.optuna_search_space, kis_trader.backtest.param_search_breakout, kis_trader.backtest.param_search_cli_common, kis_trader.backtest.shared_ticks, kis_trader.backtest.tail_param_search, kis_trader.backtest.trigger_snapshot_loader, kis_trader.backtest.universe_history_source, kis_trader.engine, kis_trader.engine.indicator_cache, kis_trader.share.stock_share, kis_trader.strategies.breakout, kis_trader.utils.env atexit, ctypes, optuna
kis_trader/backtest/optuna_breakout_tpe_space.py 96 kis_trader.backtest.optuna_tpe_common optuna
kis_trader/backtest/optuna_briefing.py 432 database, kis_trader.utils.env anthropic, argparse, google
kis_trader/backtest/optuna_common.py 672 database, kis_trader.backtest.optuna_briefing, kis_trader.utils.env optuna, pymysql
kis_trader/backtest/optuna_daily_trail_recommend.py 315 kis_trader.backtest.param_search_apply_snapshot, kis_trader.utils.env -
kis_trader/backtest/optuna_dart.py 104 database, kis_trader.backtest.optuna_common, kis_trader.backtest.param_search_dart, kis_trader.engine optuna
kis_trader/backtest/optuna_mode_combo.py 278 kis_trader.backtest.optuna_daily_trail_recommend, kis_trader.backtest.optuna_tpe_common, kis_trader.utils.env -
kis_trader/backtest/optuna_momentum.py 689 database, kis_trader.backtest, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.momentum_backtest_common, kis_trader.backtest.momentum_tick_loader, kis_trader.backtest.optuna_common, kis_trader.backtest.optuna_daily_trail_recommend, kis_trader.backtest.optuna_mode_combo, kis_trader.backtest.optuna_momentum_tpe_space, kis_trader.backtest.optuna_search_space, kis_trader.backtest.param_search_cli_common, kis_trader.backtest.param_search_momentum, kis_trader.backtest.shared_ticks, kis_trader.backtest.tail_param_search, kis_trader.backtest.trigger_snapshot_loader, kis_trader.backtest.universe_history_source, kis_trader.engine, kis_trader.engine.indicator_cache, kis_trader.engine.momentum_tick_replay, kis_trader.engine.us_momentum_env_keys, kis_trader.utils.env atexit, ctypes, optuna
kis_trader/backtest/optuna_momentum_tpe_space.py 159 kis_trader.backtest.optuna_tpe_common, kis_trader.backtest.param_search_momentum optuna
kis_trader/backtest/optuna_scalping.py 599 database, kis_trader.backtest, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.breakout_tick_loader, kis_trader.backtest.ls_history_loaders, kis_trader.backtest.optuna_common, kis_trader.backtest.optuna_daily_trail_recommend, kis_trader.backtest.optuna_mode_combo, kis_trader.backtest.optuna_scalping_tpe_space, kis_trader.backtest.optuna_search_space, kis_trader.backtest.param_search_cli_common, kis_trader.backtest.param_search_scalping, kis_trader.backtest.shared_ticks, kis_trader.backtest.tail_param_search, kis_trader.backtest.trigger_snapshot_loader, kis_trader.backtest.universe_history_source, kis_trader.engine, kis_trader.engine.indicator_cache, kis_trader.utils.env atexit, ctypes, optuna
kis_trader/backtest/optuna_scalping_tpe_space.py 88 kis_trader.backtest.optuna_tpe_common optuna
kis_trader/backtest/optuna_search_space.py 89 kis_trader.backtest.param_search_breakout, kis_trader.backtest.param_search_momentum, kis_trader.backtest.param_search_scalping, kis_trader.backtest.tail_param_search optuna
kis_trader/backtest/optuna_tail_tpe_space.py 188 kis_trader.backtest.optuna_tpe_common optuna
kis_trader/backtest/optuna_tpe_common.py 218 - optuna
kis_trader/backtest/optuna_web_jobs.py 1,121 kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.optuna_common, kis_trader.backtest.optuna_daily_trail_recommend, kis_trader.backtest.param_search_breakout, kis_trader.backtest.param_search_momentum, kis_trader.backtest.param_search_scalping, kis_trader.backtest.tail_param_search, kis_trader.backtest.universe_history_source, kis_trader.utils.kr_trading_day optuna
kis_trader/backtest/param_apply_ai.py 314 database, kis_trader.backtest.backtest_portfolio_common google, param_search_scalping, tail_param_search
kis_trader/backtest/param_search_apply_snapshot.py 648 database, kis_trader.backtest, kis_trader.backtest.backtest_portfolio_common, kis_trader.engine.orderbook_env, kis_trader.engine.us_momentum_env_keys, kis_trader.strategies, kis_trader.strategies.breakout argparse, holding_bot, tail_param_search
kis_trader/backtest/param_search_breakout.py 1,587 database, kis_trader.backtest, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.breakout_backtest_common, kis_trader.backtest.breakout_tick_loader, kis_trader.backtest.optuna_common, kis_trader.backtest.param_search_apply_snapshot, kis_trader.backtest.param_search_cli_common, kis_trader.backtest.param_search_dates, kis_trader.backtest.param_search_pool, kis_trader.backtest.shared_ticks, kis_trader.backtest.trigger_snapshot_loader, kis_trader.engine, kis_trader.engine.indicator_cache, kis_trader.share.stock_share, kis_trader.strategies.breakout, kis_trader.utils.env argparse, atexit, ctypes, heapq
kis_trader/backtest/param_search_cli_common.py 110 - argparse
kis_trader/backtest/param_search_dart.py 95 database, kis_trader.backtest.dart_backtest_common, kis_trader.engine, kis_trader.utils.env -
kis_trader/backtest/param_search_dates.py 94 kis_trader.utils.env, kis_trader.utils.kr_trading_day -
kis_trader/backtest/param_search_momentum.py 2,577 database, kis_trader.backtest, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.momentum_backtest_common, kis_trader.backtest.momentum_tick_loader, kis_trader.backtest.optuna_common, kis_trader.backtest.param_search_apply_snapshot, kis_trader.backtest.param_search_cli_common, kis_trader.backtest.param_search_dates, kis_trader.backtest.param_search_pool, kis_trader.backtest.shared_ticks, kis_trader.backtest.trigger_snapshot_loader, kis_trader.engine, kis_trader.engine.indicator_cache, kis_trader.engine.momentum_hts_logic, kis_trader.engine.momentum_tick_replay, kis_trader.engine.us_momentum_env_keys, kis_trader.strategies.breakout, kis_trader.strategies.us_momentum_stock_cfg, kis_trader.utils.env argparse, atexit, ctypes, heapq, permanent_subs
kis_trader/backtest/param_search_optuna.py 1,033 database, kis_trader.backtest, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.optuna_breakout, kis_trader.backtest.optuna_common, kis_trader.backtest.optuna_daily_trail_recommend, kis_trader.backtest.optuna_dart, kis_trader.backtest.optuna_mode_combo, kis_trader.backtest.optuna_momentum, kis_trader.backtest.optuna_scalping, kis_trader.backtest.optuna_search_space, kis_trader.backtest.optuna_tail_tpe_space, kis_trader.backtest.param_search_cli_common, kis_trader.backtest.param_search_dates, kis_trader.backtest.param_search_pool, kis_trader.backtest.shared_ticks, kis_trader.backtest.tail_param_search, kis_trader.backtest.tail_tick_loader, kis_trader.backtest.trigger_snapshot_loader, kis_trader.backtest.universe_history_source, kis_trader.engine, kis_trader.engine.indicator_cache, kis_trader.engine.tail_tick_replay, kis_trader.utils.env argparse, atexit, ctypes, optuna
kis_trader/backtest/param_search_pool.py 711 kis_trader.utils.env atexit, ctypes
kis_trader/backtest/param_search_range_break.py 299 database, kis_trader.backtest, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.param_search_cli_common, kis_trader.backtest.param_search_dates, kis_trader.backtest.param_search_pool, kis_trader.engine.range_break_engine, kis_trader.strategies.breakout, kis_trader.utils.env argparse, heapq
kis_trader/backtest/param_search_scalping.py 1,661 database, kis_trader.backtest, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.breakout_tick_loader, kis_trader.backtest.optuna_common, kis_trader.backtest.param_search_apply_snapshot, kis_trader.backtest.param_search_cli_common, kis_trader.backtest.param_search_dates, kis_trader.backtest.param_search_pool, kis_trader.backtest.scalping_backtest_common, kis_trader.backtest.shared_ticks, kis_trader.engine, kis_trader.engine.orderbook_env, kis_trader.utils.env argparse, atexit, ctypes, heapq, param_apply_ai
kis_trader/backtest/param_search_updow.py 409 database, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.param_search_apply_snapshot, kis_trader.backtest.param_search_dates, kis_trader.strategies, kis_trader.strategies.updow_holding_cfg argparse, holding_bot
kis_trader/backtest/param_search_updow_us.py 284 database, kis_trader.strategies, kis_trader.strategies.updow_holding_cfg, kis_trader.utils.kr_trading_day argparse, holding_bot
kis_trader/backtest/param_search_updown_box.py 276 database, kis_trader.backtest.param_search_dates, kis_trader.engine, kis_trader.strategies.updown_watchlist, kis_trader.utils.env argparse, holding_bot
kis_trader/backtest/range_break_backtest_common.py 239 kis_trader.backtest.backtest_env_timeline, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.breakout_tick_loader, kis_trader.backtest.universe_timeline, kis_trader.database.db_manager, kis_trader.engine.range_break_engine, kis_trader.engine.tick_exit_common, kis_trader.utils.logger -
kis_trader/backtest/range_break_portfolio_backtest.py 402 kis_trader.backtest.backtest_env_timeline, kis_trader.backtest.backtest_portfolio_common, kis_trader.engine.range_break_engine, kis_trader.engine.scalping_engine, kis_trader.engine.tick_exit_common, kis_trader.share.stock_share, kis_trader.strategies.breakout, kis_trader.utils.env -
kis_trader/backtest/scalping_backtest_common.py 408 kis_trader.backtest, kis_trader.backtest.backtest_env_timeline, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.breakout_tick_loader, kis_trader.backtest.ls_history_loaders, kis_trader.backtest.universe_history_source, kis_trader.backtest.universe_timeline, kis_trader.database.db_manager, kis_trader.engine, kis_trader.engine.tick_exit_common, kis_trader.utils.env, kis_trader.utils.logger -
kis_trader/backtest/scalping_portfolio_backtest.py 506 kis_trader.backtest.backtest_env_timeline, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.momentum_portfolio_backtest, kis_trader.backtest.trigger_snapshot_loader, kis_trader.engine.mid_enroll_entry_gate, kis_trader.engine.scalping_engine, kis_trader.engine.strategy_eod, kis_trader.engine.tail_tick_replay, kis_trader.engine.tick_exit_common, kis_trader.utils.env -
kis_trader/backtest/shared_ticks.py 507 kis_trader.engine.whipsaw_filter numpy
kis_trader/backtest/tail_backtest_common.py 840 kis_trader.backtest.backtest_env_timeline, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.momentum_backtest_common, kis_trader.backtest.tail_tick_loader, kis_trader.backtest.universe_history_source, kis_trader.backtest.universe_timeline, kis_trader.database.db_manager, kis_trader.engine.candle_rollup, kis_trader.engine.indicator_cache, kis_trader.engine.tail_engine, kis_trader.engine.tail_tick_replay, kis_trader.utils.env, kis_trader.utils.logger, kis_trader.utils.trade_time, kis_trader.ws.kis_ws -
kis_trader/backtest/tail_bt_web_jobs.py 14 kis_trader.backtest.bt_web_jobs -
kis_trader/backtest/tail_exit_ab_test.py 122 database, kis_trader.backtest, kis_trader.engine -
kis_trader/backtest/tail_mfe_analysis.py 305 database, kis_trader.backtest, kis_trader.engine, kis_trader.utils.trade_time argparse
kis_trader/backtest/tail_param_search.py 1,948 database, kis_trader.backtest, kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.optuna_common, kis_trader.backtest.param_search_cli_common, kis_trader.backtest.param_search_dates, kis_trader.backtest.param_search_pool, kis_trader.backtest.shared_ticks, kis_trader.backtest.tail_tick_loader, kis_trader.backtest.trigger_snapshot_loader, kis_trader.engine, kis_trader.engine.indicator_cache, kis_trader.engine.orderbook_env, kis_trader.engine.tail_env_keys, kis_trader.engine.tail_tick_replay, kis_trader.utils.env argparse, atexit, ctypes, heapq, param_apply_ai
kis_trader/backtest/tail_tick_loader.py 18 kis_trader.backtest.breakout_tick_loader -
kis_trader/backtest/trigger_snapshot_loader.py 564 kis_trader.engine.orderbook_filter, kis_trader.engine.program_filter, kis_trader.utils.env, kis_trader.ws.orderbook_cache, kis_trader.ws.program_cache, kis_trader.ws.trigger_eval_recorder -
kis_trader/backtest/universe_history_source.py 81 kis_trader.utils.env -
kis_trader/backtest/universe_timeline.py 271 kis_trader.backtest.universe_history_source, kis_trader.database.db_manager, kis_trader.utils.env bisect
kis_trader/backtest/us_momentum_web_backtest.py 400 kis_trader.backtest, kis_trader.engine.us_momentum_env_keys, kis_trader.strategies.us_momentum_stock_cfg, kis_trader.utils.env, kis_trader.utils.usd_krw_fx permanent_subs
kis_trader/database/__init__.py 4 - db_manager
kis_trader/database/db_manager.py 857 database, kis_trader.backtest.momentum_universe_timeline, kis_trader.backtest.universe_history_source, kis_trader.utils.stock_name -
kis_trader/database/paper_store.py 500 kis_trader.utils.strategy_ids -
kis_trader/engine/__init__.py 5 - -
kis_trader/engine/atr_series.py 37 - -
kis_trader/engine/candle_rollup.py 158 - -
kis_trader/engine/daily_profit_halt.py 811 kis_trader.utils.env, kis_trader.utils.logger -
kis_trader/engine/dart_engine.py 380 database, kis_trader.engine.scalping_engine, kis_trader.utils.env -
kis_trader/engine/dbband_engine.py 972 database, kis_trader.backtest.backtest_env_timeline, kis_trader.engine.dbband_env_keys, kis_trader.engine.tick_exit_common, kis_trader.utils.env, kis_trader.utils.trade_time -
kis_trader/engine/dbband_env_keys.py 212 - -
kis_trader/engine/ema_trend_filter.py 84 - -
kis_trader/engine/indicator_cache.py 412 kis_trader.engine.ema_trend_filter, kis_trader.engine.momentum_engine, kis_trader.utils.env -
kis_trader/engine/limit_entry_common.py 196 - utils
kis_trader/engine/ls_feed_gate.py 20 kis_trader.utils.env, kis_trader.ws.ls_ws -
kis_trader/engine/mid_enroll_entry_gate.py 241 kis_trader.utils.env -
kis_trader/engine/momentum_chase_patterns.py 228 kis_trader.utils.env -
kis_trader/engine/momentum_engine.py 673 database, kis_trader.backtest.momentum_portfolio_backtest, kis_trader.engine.momentum_env_keys, kis_trader.engine.momentum_hts_logic, kis_trader.engine.momentum_tick_replay, kis_trader.engine.strategy_eod, kis_trader.utils.env, kis_trader.utils.session_hm, kis_trader.utils.trade_time -
kis_trader/engine/momentum_env_keys.py 249 - -
kis_trader/engine/momentum_hts_logic.py 587 kis_trader.engine.momentum_chase_patterns, kis_trader.engine.momentum_env_keys, kis_trader.engine.orderbook_filter, kis_trader.engine.program_filter, kis_trader.engine.whipsaw_filter, kis_trader.utils.env, kis_trader.utils.session_hm, kis_trader.utils.trade_time -
kis_trader/engine/momentum_tick_replay.py 620 kis_trader.backtest.shared_ticks, kis_trader.engine.momentum_engine, kis_trader.engine.whipsaw_filter, kis_trader.utils.env, kis_trader.utils.trade_time -
kis_trader/engine/orderbook_env.py 187 kis_trader.utils.env -
kis_trader/engine/orderbook_filter.py 276 kis_trader.utils.env, kis_trader.ws.orderbook_cache, kis_trader.ws.trigger_eval_recorder orderbook_env, trigger_eval_collect
kis_trader/engine/live_sell_price.py — kis_trader.utils.env base 매도 현재가
kis_trader/engine/feed_fallback.py — kis_trader.utils.env 실매·옵투나 읽기 2초 폴백
kis_trader/engine/post_sell_candle_backfill.py 439 database, kis_trader.engine.candle_rollup, kis_trader.utils.env, kis_trader.utils.logger, kis_trader.ws.kis_ws -
kis_trader/engine/program_filter.py 229 kis_trader.utils.env, kis_trader.ws.program_cache, kis_trader.ws.trigger_eval_recorder trigger_eval_collect
kis_trader/engine/range_break_engine.py 460 database, kis_trader.backtest.range_break_portfolio_backtest, kis_trader.engine.range_break_env_keys, kis_trader.strategies.breakout, kis_trader.utils.trade_time -
kis_trader/engine/range_break_env_keys.py 88 - -
kis_trader/engine/scalping_engine.py 1,346 database, kis_trader.backtest.scalping_portfolio_backtest, kis_trader.engine.momentum_engine, kis_trader.engine.orderbook_filter, kis_trader.engine.strategy_eod, kis_trader.engine.tick_exit_common, kis_trader.utils.env, kis_trader.utils.trade_time -
kis_trader/engine/strategy_eod.py 149 - -
kis_trader/engine/tail_engine.py 2,788 database, kis_trader.backtest.backtest_env_timeline, kis_trader.backtest.trigger_snapshot_loader, kis_trader.engine.atr_series, kis_trader.engine.candle_rollup, kis_trader.engine.indicator_cache, kis_trader.engine.limit_entry_common, kis_trader.engine.mid_enroll_entry_gate, kis_trader.engine.orderbook_filter, kis_trader.engine.program_filter, kis_trader.engine.strategy_eod, kis_trader.engine.tail_env_keys, kis_trader.engine.tail_tick_replay, kis_trader.engine.tick_exit_common, kis_trader.engine.whipsaw_filter, kis_trader.utils.env, kis_trader.utils.position_sizing, kis_trader.utils.trade_time -
kis_trader/engine/tail_env_keys.py 471 database, kis_trader.utils.env -
kis_trader/engine/tail_tick_replay.py 303 kis_trader.backtest.shared_ticks, kis_trader.engine.candle_rollup, kis_trader.engine.limit_entry_common, kis_trader.utils.env -
kis_trader/engine/tick_exit_common.py 384 kis_trader.backtest.shared_ticks, kis_trader.engine.scalping_engine, kis_trader.engine.whipsaw_filter, kis_trader.utils.env, kis_trader.utils.trade_time -
kis_trader/engine/trigger_eval_collect.py 76 kis_trader.utils.env -
kis_trader/engine/updown_box.py 958 - scalping_engine, strategies, utils
kis_trader/engine/us_momentum_env.py 193 kis_trader.utils.env -
kis_trader/engine/us_momentum_env_keys.py 296 kis_trader.utils.env -
kis_trader/engine/whipsaw_filter.py 570 kis_trader.backtest.shared_ticks, kis_trader.utils.env -
kis_trader/execution/__init__.py 5 - kis_client, order_manager
kis_trader/execution/account_cash.py 174 - utils
kis_trader/execution/kis_client.py 1,553 kis_trader.utils.api_reject_log, kis_trader.utils.non_stock kis_token_manager, pandas, utils
kis_trader/execution/order_manager.py 2,381 kis_trader.engine.post_sell_candle_backfill, kis_trader.engine.us_momentum_env_keys, kis_trader.utils.api_reject_log account_cash, database, kis_client, orderbook_sell, utils
kis_trader/execution/orderbook_sell.py 131 - utils
kis_trader/execution/orphan_reconcile.py 571 - engine, utils
kis_trader/main.py 2,353 - database, engine, execution, network, permanent_subs, strategies, utils, ws
kis_trader/network/__init__.py 4 - ws_manager
kis_trader/network/condition_manager.py 446 - utils
kis_trader/network/kiwoom_condition_manager.py 790 - condition_manager, utils, websocket, ws
kis_trader/network/ls_chart.py 239 database pandas, utils, ws
kis_trader/network/ls_condition_manager.py 821 kis_trader.network.ls_token condition_manager, utils
kis_trader/network/ls_token.py 231 kis_trader.utils.env requests
kis_trader/network/ls_ws_validator.py 168 - utils
kis_trader/network/market_guard.py 572 - utils
kis_trader/network/ranking_manager.py 350 - utils
kis_trader/network/ws_manager.py 1,849 kis_trader.share.stock_share permanent_subs, utils, ws
kis_trader/network/ws_validator.py 227 - utils
kis_trader/scan/__init__.py 1 - -
kis_trader/scan/dart_order_tracker.py 642 database, kis_trader.database.db_manager, kis_trader.scan.dart_watchlist, kis_trader.utils.env, kis_trader.utils.logger, kis_trader.utils.request_handler argparse, zipfile
kis_trader/scan/dart_watchlist.py 168 kis_trader.utils.env, kis_trader.utils.logger -
kis_trader/scripts/__init__.py 5 - -
kis_trader/scripts/apply_unified_risk_env.py 81 database -
kis_trader/scripts/approx_param_search_from_log.py 131 kis_trader.database.db_manager argparse
kis_trader/scripts/backfill_trigger_eval_from_log.py 318 kis_trader.database.db_manager argparse
kis_trader/scripts/compare_momentum_scan_memo.py 233 kis_trader.backtest, kis_trader.backtest.momentum_backtest_common, kis_trader.backtest.param_search_momentum argparse
kis_trader/scripts/fill_kiwoom_candles.py 405 database, kis_trader.utils.env, kis_trader.ws.kis_ws argparse
kis_trader/scripts/fill_stock_share_meta.py 190 database, kis_trader.share.stock_share, kis_trader.utils.env, kis_trader.ws.kis_ws argparse
kis_trader/scripts/migrate_split_env_config.py 105 database config_schema
kis_trader/scripts/prune_env_config_strategy_columns.py 188 database, kis_trader.utils.env argparse, config_schema
kis_trader/scripts/rebuild_universe_history_from_logs.py 418 database, kis_trader.database.db_manager argparse
kis_trader/scripts/show_account_snapshot.py 323 kis_trader.execution.kis_client, kis_trader.utils.env argparse
kis_trader/scripts/test_kis_ws_diagnostic.py 403 kis_trader.execution.kis_client, kis_trader.utils.env argparse, requests, websocket
kis_trader/scripts/verify_three_paths.py 231 kis_trader.backtest.param_search_scalping, kis_trader.engine.momentum_engine, kis_trader.engine.scalping_engine, kis_trader.engine.tail_engine, kis_trader.strategies.breakout, kis_trader.utils.env backtest_web, scalping_engine
kis_trader/share/__init__.py 1 - -
kis_trader/share/stock_share.py 210 kis_trader.utils.env, kis_trader.utils.logger -
kis_trader/strategies/__init__.py 30 - base, breakout, dart_strategy, dbband_strategy, momentum, range_break, scalping, tail_catch, updow_strategy, us_momentum
kis_trader/strategies/base.py 1,126 kis_trader.engine.ls_feed_gate, kis_trader.engine.mid_enroll_entry_gate backtest, database, engine, execution, network, utils
kis_trader/strategies/breakout.py 2,047 kis_trader.backtest.breakout_portfolio_backtest, kis_trader.backtest.shared_ticks, kis_trader.engine.tail_tick_replay, kis_trader.utils.env, kis_trader.utils.trade_time base, engine, share, utils
kis_trader/strategies/dart_strategy.py 248 - base, engine, scan, utils
kis_trader/strategies/dbband_stock_cfg.py 343 - engine, holding_bot, utils
kis_trader/strategies/dbband_strategy.py 228 - base, dbband_stock_cfg, engine, utils
kis_trader/strategies/momentum.py 360 kis_trader.engine.tail_tick_replay base, engine, utils
kis_trader/strategies/range_break.py 303 - base, engine, utils
kis_trader/strategies/scalping.py 434 kis_trader.engine.tail_tick_replay base, engine, utils
kis_trader/strategies/tail_catch.py 503 kis_trader.engine.tail_tick_replay base, engine, execution, utils
kis_trader/strategies/updow_buy.py 1,383 kis_trader.engine.scalping_engine bisect, engine, utils
kis_trader/strategies/updow_holding_cfg.py 590 - engine, holding_bot, updow_buy, utils
kis_trader/strategies/updow_strategy.py 769 - base, engine, execution, updow_buy, updow_holding_cfg, updown_box_stock_cfg, updown_scan, updown_watchlist, utils
kis_trader/strategies/updown_box_stock_cfg.py 221 - -
kis_trader/strategies/updown_feed.py 198 - utils
kis_trader/strategies/updown_scan.py 154 - engine, updown_watchlist, utils
kis_trader/strategies/updown_watchlist.py 419 - utils
kis_trader/strategies/us_momentum.py 1,123 database, kis_trader.engine.tail_tick_replay base, engine, execution, momentum, permanent_subs, us_momentum_stock_cfg, utils
kis_trader/strategies/us_momentum_stock_cfg.py 378 - permanent_subs
kis_trader/utils/__init__.py 1 - -
kis_trader/utils/api_reject_log.py 242 kis_trader.utils.env -
kis_trader/utils/env.py 159 database -
kis_trader/utils/kis_ws_session_windows.py 149 - env, session_hm
kis_trader/utils/ls_ws_session_windows.py — - env, session_hm
kis_trader/utils/kr_trading_day.py 232 kis_trader.utils.env -
kis_trader/utils/live_portfolio_common.py 328 - backtest, utils
kis_trader/utils/logger.py 219 - env, requests
kis_trader/utils/non_stock.py 157 - env
kis_trader/utils/position_sizing.py 41 - utils
kis_trader/utils/request_handler.py 208 - logger, requests
kis_trader/utils/session_hm.py 26 - -
kis_trader/utils/stock_name.py 97 - -
kis_trader/utils/strategy_ids.py 124 - -
kis_trader/utils/trade_time.py 32 - -
kis_trader/utils/universe_source.py 59 - env
kis_trader/utils/usd_krw_fx.py 410 kis_trader.utils.env, kis_trader.utils.request_handler -
kis_trader/web/live_config_schema.py 915 kis_trader.engine.orderbook_env -
kis_trader/ws/__init__.py 22 - kis_ws, kiwoom_ws, tick_recorder
kis_trader/ws/kis_ws.py 2,656 kis_trader.engine.candle_rollup, kis_trader.utils.env, kis_trader.utils.kis_ws_session_windows kis_approval_manager, kis_long_ver1, pandas, requests, websocket
kis_trader/ws/kis_ws_overseas.py 591 kis_trader.utils.env, kis_trader.utils.kis_ws_session_windows kis_approval_manager, requests, websocket
kis_trader/ws/kiwoom_ws.py 938 kis_trader.utils.env kis_long_ver1, kis_ws, orderbook_cache, program_cache, websocket
kis_trader/ws/ls_ws.py — database, kis_trader.network.ls_chart, kis_trader.network.ls_token, kis_trader.utils.env, kis_trader.utils.ls_ws_session_windows, kis_trader.ws.orderbook_cache requests, websocket
kis_trader/ws/orderbook_cache.py 287 - -
kis_trader/ws/program_cache.py 157 - -
kis_trader/ws/tick_recorder.py 287 - utils
kis_trader/ws/trigger_eval_recorder.py 270 - orderbook_cache, program_cache, utils
kis_trader/ws/trigger_snapshot_recorder.py 268 - orderbook_cache, program_cache, utils
kis_ws.py 3 kis_trader.ws.kis_ws -
kiwoom_rest_api/__init__.py 0 - -
kiwoom_rest_api/api.py 0 - -
kiwoom_rest_api/api_async.py 0 - -
kiwoom_rest_api/auth/__init__.py 0 - -
kiwoom_rest_api/auth/token.py 109 - kiwoom_rest_api
kiwoom_rest_api/cli/__init__.py 0 - -
kiwoom_rest_api/cli/main.py 88 - kiwoom_rest_api, rich, typer
kiwoom_rest_api/config.py 60 - -
kiwoom_rest_api/core/__init__.py 0 - -
kiwoom_rest_api/core/async_client.py 49 - httpx, kiwoom_rest_api
kiwoom_rest_api/core/base.py 224 - httpx, kiwoom_rest_api
kiwoom_rest_api/core/base_api.py 56 - kiwoom_rest_api
kiwoom_rest_api/core/sync_client.py 43 - httpx, kiwoom_rest_api
kiwoom_rest_api/koreanstock/__init__.py 0 - -
kiwoom_rest_api/koreanstock/account.py 2,050 - kiwoom_rest_api
kiwoom_rest_api/koreanstock/analysis.py 108 - kiwoom_rest_api
kiwoom_rest_api/koreanstock/chart.py 739 - kiwoom_rest_api
kiwoom_rest_api/koreanstock/credit_order.py 291 - kiwoom_rest_api
kiwoom_rest_api/koreanstock/elw.py 1,113 - kiwoom_rest_api
kiwoom_rest_api/koreanstock/etf.py 621 - kiwoom_rest_api
kiwoom_rest_api/koreanstock/foreign_institution.py 234 - kiwoom_rest_api
kiwoom_rest_api/koreanstock/investor.py 115 - kiwoom_rest_api
kiwoom_rest_api/koreanstock/market_condition.py 1,111 - kiwoom_rest_api
kiwoom_rest_api/koreanstock/order.py 317 - kiwoom_rest_api
kiwoom_rest_api/koreanstock/rank_info.py 2,311 - kiwoom_rest_api
kiwoom_rest_api/koreanstock/sector.py 507 - kiwoom_rest_api
kiwoom_rest_api/koreanstock/slb.py 287 - kiwoom_rest_api
kiwoom_rest_api/koreanstock/stockinfo.py 1,608 - kiwoom_rest_api
kiwoom_rest_api/koreanstock/theme.py 175 - kiwoom_rest_api
kiwoom_rest_api/koreanstock/trading.py 107 - kiwoom_rest_api
kiwoom_rest_api/trader.py 325 - numpy, pandas
kiwoom_rest_api/websocket.py 321 - config, websockets
kiwoom_rest_api/websocket_constants.py 186 - -
kiwoom_rest_api/websocket_helper.py 283 - websocket, websocket_constants
kiwoom_trader_dual.py 1,131 - dotenv, kiwoom_rest_api, numpy, pandas, requests
kiwoom_trader_ver2.py 3,179 database dotenv, export_sniper, kiwoom_rest_api, ml_predictor, news_analyzer, numpy, pandas, requests, risk_manager, smart_executor, trend_divergence
kiwoom_universe_scanner.py 684 database dotenv, kiwoom_rest_api, requests
kiwoom_ws.py 3 kis_trader.ws.kiwoom_ws -
kiwwom_trader/config.py 43 - dotenv
kiwwom_trader/run.py 23 - config, scalping_bot
kiwwom_trader/scalping_bot.py 261 database config, kiwoom_rest_api, scalping_logic, ws_candle_agg
kiwwom_trader/scalping_logic.py 45 kis_trader.engine -
kiwwom_trader/ws_candle_agg.py 122 - kiwoom_rest_api
ls_sample/sample_python/balance_window.py 135 - PySide2, pythoncom, tr, win32com
ls_sample/sample_python/button_holder.py 15 - -
ls_sample/sample_python/main.py 303 - PySide2, apscheduler, balance_window, dotenv, main_window, pythoncom, tr, win32com
ls_sample/sample_python/main_window.py 272 - PySide2, dotenv, order_window, pythoncom, search_window, tr, win32com
ls_sample/sample_python/order_window.py 351 - PySide2, pythoncom, tr, win32com
ls_sample/sample_python/rockwidget.py 22 - -
ls_sample/sample_python/search_window.py 130 - PySide2, pythoncom, tr, ui, win32com
ls_sample/sample_python/second_window.py 31 - -
ls_sample/sample_python/slider.py 17 - -
ls_sample/sample_python/test.py 100 - -
ls_sample/sample_python/third_window.py 31 - -
ls_sample/sample_python/tr/k3_real.py 63 - -
ls_sample/sample_python/tr/s3_real.py 63 - -
ls_sample/sample_python/tr/tr_0424.py 813 - apscheduler, dotenv, pythoncom, tr, win32com
ls_sample/sample_python/tr/tr_1857.py 245 - -
ls_sample/sample_python/tr/tr_cancel_order.py 118 - dotenv
ls_sample/sample_python/tr/tr_kh.py 72 - -
ls_sample/sample_python/tr/tr_master.py 67 - -
ls_sample/sample_python/tr/tr_order.py 197 - PySide2, balance_window, dotenv, pythoncom, tr, win32com
ls_sample/sample_python/tr/tr_pending.py 326 - PySide2, balance_window, dotenv, pythoncom, tr, win32com
ls_sample/sample_python/tr/tr_redo_order.py 115 - dotenv
ls_sample/sample_python/tr/tr_sc0.py 108 - -
ls_sample/sample_python/tr/tr_sc1.py 97 - -
ls_sample/sample_python/tr/tr_sc2.py 82 - -
ls_sample/sample_python/tr/tr_sc3.py 88 - -
ls_sample/sample_python/ui/ui_search_window.py 67 - PySide2
ls_sample/sample_python/ui/ui_second_window.py 35 - PySide2
ls_sample/sample_python/ui/ui_test.py 65 - -
ls_sample/sample_python/ui/ui_third_window.py 34 - -
mcp/kiwoom-docs-mcp/server.py 448 - fastmcp
mcp/ls-docs-mcp/fetch_spec.py 269 - argparse
mcp/ls-docs-mcp/server.py 417 - fastmcp
ml_predictor.py 230 database numpy, pandas, sklearn
mm_butler.py 1,235 database, kis_trader.utils.env anthropic, google, kis_long_ver2, news_analyzer, requests
mm_remote.py 290 database kis_long_ver1, requests
modify_db_schema.py 37 - sqlite3
momentum_engine.py 3 kis_trader.engine.momentum_engine -
news_analyzer.py 215 - anthropic, bs4, requests
permanent_subs.py 319 kis_trader.utils.env -
remove/legacy_standalone_bots/ai_recommend_notice.py 337 database google, requests
remove/legacy_standalone_bots/back_test.py 164 - sqlite3
remove/legacy_standalone_bots/kis_scalping_ver1.py 1,658 database google, kis_token_manager, kis_ws, ml_predictor, pandas, requests, risk_manager
remove/legacy_standalone_bots/kis_scalping_ver2.py 1,596 database google, kis_token_manager, kis_ws, ml_predictor, pandas, requests, risk_manager, scalping_engine
remove/legacy_standalone_bots/kis_short_ver1.py 3,826 database google, hmac, ml_predictor, mm_remote, pandas, requests, risk_manager
remove/legacy_standalone_bots/kis_short_ver2.py 3,885 database google, hmac, kis_token_manager, kis_ws, ml_predictor, mm_remote, pandas, requests, risk_manager
remove/legacy_standalone_bots/kis_short_ver3.py 3,610 database google, hmac, kis_token_manager, kis_ws, ml_predictor, mm_remote, pandas, requests, risk_manager, tail_engine
remove/legacy_standalone_bots/update_env_short.py 140 database -
remove/legacy_standalone_bots/updowbuyy.py 36 kis_trader.strategies.updow_buy -
risk_manager.py 307 - numpy, pandas
sample_python/balance_window.py 135 - PySide2, pythoncom, tr, win32com
sample_python/button_holder.py 15 - -
sample_python/main.py 303 - PySide2, apscheduler, balance_window, dotenv, main_window, pythoncom, tr, win32com
sample_python/main_window.py 272 - PySide2, dotenv, order_window, pythoncom, search_window, tr, win32com
sample_python/order_window.py 351 - PySide2, pythoncom, tr, win32com
sample_python/rockwidget.py 22 - -
sample_python/search_window.py 130 - PySide2, pythoncom, tr, ui, win32com
sample_python/second_window.py 31 - -
sample_python/slider.py 17 - -
sample_python/test.py 100 - -
sample_python/third_window.py 31 - -
sample_python/tr/k3_real.py 63 - -
sample_python/tr/s3_real.py 63 - -
sample_python/tr/tr_0424.py 813 - apscheduler, dotenv, pythoncom, tr, win32com
sample_python/tr/tr_1857.py 245 - -
sample_python/tr/tr_cancel_order.py 118 - dotenv
sample_python/tr/tr_kh.py 72 - -
sample_python/tr/tr_master.py 67 - -
sample_python/tr/tr_order.py 197 - PySide2, balance_window, dotenv, pythoncom, tr, win32com
sample_python/tr/tr_pending.py 326 - PySide2, balance_window, dotenv, pythoncom, tr, win32com
sample_python/tr/tr_redo_order.py 115 - dotenv
sample_python/tr/tr_sc0.py 108 - -
sample_python/tr/tr_sc1.py 97 - -
sample_python/tr/tr_sc2.py 82 - -
sample_python/tr/tr_sc3.py 88 - -
sample_python/ui/ui_search_window.py 67 - PySide2
sample_python/ui/ui_second_window.py 35 - PySide2
sample_python/ui/ui_test.py 65 - -
sample_python/ui/ui_third_window.py 34 - -
scalping_engine.py 3 kis_trader.engine.scalping_engine -
scripts/_diag_mom_2min_gap.py 124 database -
scripts/_diag_mom_tick_today.py 99 database -
scripts/_diag_scalp_live_bt_20260716.py 317 database, kis_trader.backtest.scalping_backtest_common, kis_trader.engine.scalping_engine -
scripts/append_tail_optuna_compare.py 180 database, kis_trader.backtest, kis_trader.engine argparse
scripts/backfill_trade_candles.py 70 database, kis_trader.engine.post_sell_candle_backfill argparse
scripts/collect_ls_condition_history.py 654 database, kis_trader.utils.env argparse, websocket
scripts/collect_ls_universe_history.py 401 database argparse
scripts/copy_env_row_to_latest.py 0 - -
scripts/kis_error_watch_mm.py 387 kis_trader.utils.env, kis_trader.utils.logger argparse, select
scripts/market_open_sim_smoke.py 362 kis_trader.backtest, kis_trader.engine, kis_trader.execution.kis_client, kis_trader.network.market_guard, kis_trader.scripts, kis_trader.strategies, kis_trader.strategies.base, kis_trader.utils.env, kis_trader.utils.kr_trading_day backtest_web, unittest
scripts/momentum_ratchet_ab_715.py 191 kis_trader.backtest.optuna_common, kis_trader.backtest.optuna_momentum, kis_trader.backtest.param_search_momentum, kis_trader.utils.env -
scripts/post_optuna_mid_enroll_verify.py 214 database, kis_trader.backtest, kis_trader.backtest.us_momentum_web_backtest, kis_trader.engine.momentum_engine, kis_trader.utils.env argparse
scripts/query_kiwoom_condition_snapshot.py 454 database, kis_trader.utils.env, kis_trader.ws.kis_ws argparse, websocket
scripts/run_strategy_backtest_cli.py 256 kis_trader.utils.kr_trading_day argparse, backtest_web
scripts/run_tail_backtest_cli.py 376 database, kis_trader.backtest, kis_trader.backtest.backtest_portfolio_common, kis_trader.engine, kis_trader.engine.tail_tick_replay, kis_trader.utils.kr_trading_day, kis_trader.utils.stock_name argparse
scripts/smoke_candle_upsert_rollup.py 144 kis_trader.engine.candle_rollup, kis_trader.ws.kis_ws -
scripts/tail_live_bt_forensics.py 158 database, kis_trader.backtest, kis_trader.backtest.universe_timeline, kis_trader.engine, kis_trader.engine.tail_engine argparse
scripts/tail_symbol_gate_verify_20260709.py 126 database, kis_trader.backtest, kis_trader.engine, kis_trader.engine.tail_tick_replay -
scripts/verify_live_portfolio_align.py 125 kis_trader.strategies, kis_trader.utils.live_portfolio_common -
scripts/verify_optuna_tpe_apply_dryrun.py 153 kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.param_search_apply_snapshot, kis_trader.backtest.param_search_scalping, kis_trader.backtest.tail_param_search argparse
scripts/verify_optuna_tpe_parity_checklist.py 283 kis_trader.backtest.backtest_portfolio_common, kis_trader.backtest.optuna_breakout_tpe_space, kis_trader.backtest.optuna_briefing, kis_trader.backtest.optuna_common, kis_trader.backtest.optuna_momentum_tpe_space, kis_trader.backtest.optuna_scalping_tpe_space, kis_trader.backtest.optuna_tail_tpe_space, kis_trader.backtest.optuna_tpe_common, kis_trader.utils.env optuna
smart_executor.py 259 - -
star.py 11 - -
tail_engine.py 3 kis_trader.engine.tail_engine -
test_kiwoom_token.py 339 database argparse, getpass, requests
test_kiwoom_ws.py 196 database, kis_trader.ws.kis_ws, kis_trader.ws.kiwoom_ws argparse
test_kiwoom_ws_sub_limit.py 453 database, kis_trader.utils.env, kis_trader.ws.kis_ws, kis_trader.ws.kiwoom_ws argparse
test_ls_ws.py 998 database argparse, requests, websocket
test_psearch.py 299 kis_trader.execution.kis_client, kis_trader.utils.env argparse
tmp_mom_smoke_web.py 46 - backtest_web
trend_divergence.py 248 - pandas, pytrends, yfinance
update_env.py 145 database -
update_env_etf.py 61 database -
update_env_simple.py 71 database -

수동 노트: 조건검색 유니버스 (LS / 키움) — 2026-08-04

AST 자동생성 본문과 별도. 재생성 시 이 섹션을 유지·재첨부할 것.

허브 파일

파일 역할
kis_trader/network/condition_common.py 필수 공통만 — JOB_KO, normalize_job_flag, job_kind, rows_for_codes
kis_trader/network/condition_job_events.py 진입/재진입/이탈 → condition_job_events
kis_trader/network/condition_manager.py 멤버십 _apply_result (push/pop) · KIS REST 폴링 본체
kis_trader/network/kiwoom_condition_manager.py 키움 CNSRREQ 시드 + REAL I/D
kis_trader/network/ls_condition_manager.py LS t1866→t1859(REST 시드)→t1860/AFR(델타)

시드·프로토콜(t1859 / CNSRREQ / AFR / REAL)은 합치지 않음 (브로커 분기 유발).

LS 시드 공백 (키움에 없던 실패 모드)

  1. t1859 = REST 원샷. rsp_cd=09000 검색결과없음 가능 (HTS UI·키움 조건명과 다른 스냅).
  2. AFR = N/R/O 델타만 — 풀목록 재전송 없음.
  3. LS_CONDITION_SNAPSHOT_REFRESH_SEC=0 (기본) = 주기 전체교체 OFF (정상).
  4. RAM=0 이면 LS_T1859_EMPTY_RETRY_SEC(기본 15) 로 t1859 재시도.
    • =0 = 재시도 OFF (무한 연타 아님 · 영구 0 위험).
    • RAM>0 되면 재시도 안 함. REST 폭주 방지.
  5. 빈 t1859 결과는 ls_candidates_history 에 저장하지 않음.

관련 ENV

키 기본 의미
LS_CONDITION_SNAPSHOT_REFRESH_SEC 0 주기 t1859 (AFR live+종목있으면 스킵)
LS_T1859_EMPTY_RETRY_SEC 1 RAM0만 재시드(초). 공식 t1859 1건/초 · 실간격≥TR_GAP(1.1). 0=OFF
LS_T1859_ALLOW_SHRINK false t1859 축소 전체교체 허용
CONDITION_JOB_EVENTS_SAVE true job 이벤트 INSERT

웹「조건 이벤트」탭: /api/condition_job_events, /api/condition_parity.

수동 노트: 호가필터 TTL (2026-08-15)

AST 재생성 시 이 섹션 유지.

  • 판정: kis_trader/engine/orderbook_filter.py _fetch_snapshot — WS_ORDERBOOK_FILTER_MAX_AGE_SEC(기본 0). 사진 없음+필터 ON → WS_ORDERBOOK_FILTER_REJECT_IF_EMPTY(기본 true).
  • 실매 매수·매도 현재가: WSManager.get_price() 생략=읽기 폴백 나이(LIVE_FEED_FALLBACK_MAX_AGE_SEC 기본 3초)로 메인→2차→3차. 한투 호가는 kis_ws_ob(2키)만 — 메인 H0STASP0 폴백 금지. 분봉 pick: CANDLE_GARBAGE_FALLBACK + dedupe_by_read_pairs(메인 WS→2차→LS→REST→rollup). max_age_sec=None 만 마지막 RAM(get_price_last). 매도 4차는 live_sell_price.py 키움 ka10007 + 쿨다운(시세 실키, KIS_MOCK 모의키 금지). 한투 inquire_price 60초 캐시 금지. EOD는 마지막 WS→REST→매수가 폴백. 호가 get_orderbook_snapshot 도 같은 폴백 체인 — FILTER_MAX_AGE=0 과 저장 TTL 을 합쳐 만료=None=필터 ON 통과 구멍을 만들지 말 것.
  • 저장: trigger_snapshot_recorder — WS_ORDERBOOK_TICK_MAX_AGE_SEC(기본 30). 공유 금지.
  • 캐시: orderbook_cache.get(..., max_age_sec) — <=0 이면 나이 무시.
  • 후처리 격자: optuna_common.ensure_optuna_gate_env_defaults OPTUNA_OB_ENTRY_* / ASK_MULT_*.
  • 구 JSON 후처리만: optuna_rerun_postprocess.py.

수동 노트: 루트 레거시 파일 (2026-08-17)

AST 재생성 시 이 섹션 유지.

실매 kis_trader.main 이 안 쓰는 파일은 remove/ (나중에 통째 삭제). 웹·알람이 아직 쓰는 holding_bot / news_analyzer / kis_long_ver* 는 legacy/ (ensure_legacy_root). remove 를 지워도 legacy/ 는 남긴다. 상세 legacy/README.md, remove/README.md.

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