# Current Session State ## ๐ŸŽฏ Current Phase - **Phase:** Telegram Reliability & Robustness (ํ…”๋ ˆ๊ทธ๋žจ ์•ˆ์ •์„ฑ ๊ฐ•ํ™”) - **Focus:** Telegram API ํƒ€์ž„์•„์›ƒ์œผ๋กœ ์ธํ•œ ํ”„๋กœ๊ทธ๋žจ ์ค‘๋‹จ ์™„์ „ ๋ฐฉ์ง€ ## โœ… Completed Tasks (This Session) ### Git push ์ค€๋น„ & lint ์ •๋ฆฌ (2025-12-09): - [x] ruff ์—๋Ÿฌ(F821/E402/E731/F841) ํ•ด๊ฒฐ: RuntimeConfig ํƒ€์ž… ์ฃผ์ž…, import ์ˆœ์„œ ์ˆ˜์ •, lambdaโ†’def, ๋ฏธ์‚ฌ์šฉ ๋ณ€์ˆ˜ ์ œ๊ฑฐ - [x] `src/holdings.py`, `src/order.py`: `from __future__ import annotations` + `TYPE_CHECKING` ๊ฐ€๋“œ ์ถ”๊ฐ€, RuntimeConfig ํƒ€์ž… ๋ช…์‹œ - [x] `src/order.py`: `CircuitBreaker` import ์ƒ๋‹จ ์ด๋™ (E402 ํ•ด๊ฒฐ) ๋ฐ ์ค‘๋ณต import ์ œ๊ฑฐ - [x] `src/signals.py`: ํฌ๋งคํŒ… lambda๋ฅผ `def`๋กœ ๊ต์ฒด, ๋ฏธ์‚ฌ์šฉ ๋ณ€์ˆ˜ ์ œ๊ฑฐ - [x] `ruff check src/holdings.py src/order.py src/signals.py` ํ†ต๊ณผ ํ™•์ธ (pre-commit ruff hook ๋Œ€์‘) ### Telegram ํƒ€์ž„์•„์›ƒ ์•ˆ์ •์„ฑ ๊ฐœ์„  (2025-04-XX): - [x] ์—๋Ÿฌ ๋กœ๊ทธ ์›์ธ ๋ถ„์„ (SSL handshake ํƒ€์ž„์•„์›ƒ) - [x] ํƒ€์ž„์•„์›ƒ ๊ฐ’ ์ฆ๊ฐ€ (`timeout=10s` โ†’ `timeout=20s`) - [x] ๋„คํŠธ์›Œํฌ ์˜ค๋ฅ˜ ๋ถ„๋ฅ˜ (Timeout, ConnectionError) - [x] `send_telegram_with_retry()` ์ ์šฉ (3ํšŒ ์žฌ์‹œ๋„) - `src/threading_utils.py` - `_process_result_and_notify()` ์ˆ˜์ • - `src/threading_utils.py` - `_send_aggregated_summary()` ์ˆ˜์ • - `src/threading_utils.py` - `_notify_no_signals()` ์ˆ˜์ • - [x] ์ฝ”๋“œ ๋ฌธ๋ฒ• ๊ฒ€์ฆ (py_compile ํ†ต๊ณผ) - [x] ์ƒ์„ธ ๋ฌธ์„œํ™” (`docs/telegram_timeout_fix.md`) ### ์ด์ „ ์„ธ์…˜ ์™„๋ฃŒ ์‚ฌํ•ญ: - [x] API ํ‚ค ๊ฒ€์ฆ ํ•จ์ˆ˜ ์ถ”๊ฐ€ (`validate_upbit_api_keys`) - [x] ์ค‘๋ณต ์ฃผ๋ฌธ ๊ฐ์ง€ ํ•จ์ˆ˜ ์ถ”๊ฐ€ (`_has_duplicate_pending_order`) - [x] ReadTimeout ํ•ธ๋“ค๋Ÿฌ ๊ฐœ์„  (๋งค์ˆ˜ + ๋งค๋„) - [x] main.py ์‹œ์ž‘ ์‹œ API ํ‚ค ๊ฒ€์ฆ ๋กœ์ง ํ†ตํ•ฉ - [x] ๋‹จ์œ„ ํ…Œ์ŠคํŠธ ์Šคํฌ๋ฆฝํŠธ ์ž‘์„ฑ (`test_order_improvements.py`) ## ๐Ÿ“ Context Dump (์ฃผ์š” ๊ฐœ์„ ์‚ฌํ•ญ) ### Telegram API ํƒ€์ž„์•„์›ƒ ํ•ด๊ฒฐ (2025-04-XX): #### ์—๋Ÿฌ ์›์ธ - **๋ฌธ์ œ:** Telegram API SSL handshake ํƒ€์ž„์•„์›ƒ (read timeout=10) - **์˜ํ–ฅ:** ํ”„๋กœ๊ทธ๋žจ ๋ฃจํ”„ ์ค‘๋‹จ, ์Šคํƒ ํŠธ๋ ˆ์ด์Šค + ์ข…๋ฃŒ - **๊ทผ๋ณธ ์›์ธ:** 1. ํƒ€์ž„์•„์›ƒ 10์ดˆ ์„ค์ • โ†’ SSL handshake ์ค‘ ์ ˆ๋‹จ 2. ์žฌ์‹œ๋„ ๋กœ์ง ์—†์Œ โ†’ ์ผ์‹œ์  ๋„คํŠธ์›Œํฌ ์˜ค๋ฅ˜ = ํ”„๋กœ๊ทธ๋žจ ์ค‘๋‹จ 3. ์˜ˆ์™ธ ์ฒ˜๋ฆฌ ๋ถˆ์ถฉ๋ถ„ โ†’ ๋„คํŠธ์›Œํฌ ์˜ค๋ฅ˜ ๋ฏธ๋ถ„๋ฅ˜ #### ํ•ด๊ฒฐ ๋ฐฉ๋ฒ• **1. ํƒ€์ž„์•„์›ƒ ๊ฐ’ ์ฆ๊ฐ€ (10s โ†’ 20s)** - ํŒŒ์ผ: `src/notifications.py` - `send_telegram()` ํ•จ์ˆ˜ - ์ด์œ : SSL/TLS handshake ์—ฌ์œ  ์‹œ๊ฐ„ ํ™•๋ณด - ์ผ๋ฐ˜์ : 1-2์ดˆ - ๋А๋ฆฐ ๋„คํŠธ์›Œํฌ: 5-10์ดˆ - ๋งˆ์ง„: 20์ดˆ **2. ๋„คํŠธ์›Œํฌ ์˜ค๋ฅ˜ ๋ถ„๋ฅ˜** ```python except (requests.exceptions.Timeout, requests.exceptions.ConnectionError) as e: logger.warning("ํ…”๋ ˆ๊ทธ๋žจ ๋„คํŠธ์›Œํฌ ์˜ค๋ฅ˜ (ํƒ€์ž„์•„์›ƒ/์—ฐ๊ฒฐ): %s", e) raise ``` **3. ์žฌ์‹œ๋„ ๋กœ์ง ์ ์šฉ** - ํ•จ์ˆ˜: `send_telegram_with_retry()` (๊ธฐ์กด ๊ตฌํ˜„) - ํŒŒ์ผ: `src/threading_utils.py` - 3๊ฐœ ํ•จ์ˆ˜ ์ˆ˜์ • - ๋™์ž‘: ์ตœ๋Œ€ 3ํšŒ, exponential backoff (1s, 2s, 4s) ```python if not send_telegram_with_retry(...): logger.error("์ •์ƒ ์ž‘๋™ ์•Œ๋ฆผ ์ „์†ก ์ตœ์ข… ์‹คํŒจ") # ํ”„๋กœ๊ทธ๋žจ ๊ณ„์† ์ง„ํ–‰ (์ค‘๋‹จ ์•ˆ ํ•จ) ``` #### ๊ฐœ์„  ์ „ํ›„ | ํ•ญ๋ชฉ | Before | After | |------|--------|-------| | **ํƒ€์ž„์•„์›ƒ** | 10์ดˆ | 20์ดˆ | | **์žฌ์‹œ๋„** | 0ํšŒ (์‹คํŒจ=์ค‘๋‹จ) | 3ํšŒ (์žฌ์‹œ๋„) | | **๋„คํŠธ์›Œํฌ ์˜ค๋ฅ˜** | ๋ฏธ๋ถ„๋ฅ˜ | ๋ช…ํ™• ๋ถ„๋ฅ˜ | | **ํ”„๋กœ๊ทธ๋žจ ์ค‘๋‹จ** | ์˜ˆ โŒ | ์•„๋‹ˆ์˜ค โœ… | | **์—๋Ÿฌ ๋กœ๊ทธ** | ์Šคํƒ ํŠธ๋ ˆ์ด์Šค | ๋ช…ํ™• ๋ฉ”์‹œ์ง€ | #### ๋กœ๊ทธ ๊ฐœ์„  ์˜ˆ์‹œ **Before (์—๋Ÿฌ):** ``` WARNING - ํ…”๋ ˆ๊ทธ๋žจ API ์š”์ฒญ ์‹คํŒจ: ReadTimeout... ERROR - ๋ฃจํ”„ ๋‚ด ์ž‘์—… ์ค‘ ์˜ค๋ฅ˜: ReadTimeout... Traceback ... (ํ”„๋กœ๊ทธ๋žจ ์ค‘๋‹จ) ``` **After (์žฌ์‹œ๋„):** ``` WARNING - ํ…”๋ ˆ๊ทธ๋žจ ์ „์†ก ์‹คํŒจ (์‹œ๋„ 1/3), 1์ดˆ ํ›„ ์žฌ์‹œ๋„: ํ…”๋ ˆ๊ทธ๋žจ ๋„คํŠธ์›Œํฌ ์˜ค๋ฅ˜... INFO - ํ…”๋ ˆ๊ทธ๋žจ ๋ฉ”์‹œ์ง€ ์ „์†ก ์„ฑ๊ณต: [์•Œ๋ฆผ] ์ถฉ์กฑ๋œ ๋งค์ˆ˜ ์กฐ๊ฑด... (ํ”„๋กœ๊ทธ๋žจ ๊ณ„์† ์ง„ํ–‰) ``` ### ์ด์ „ ๊ฐœ์„ ์‚ฌํ•ญ ์š”์•ฝ: #### Upbit ์ฃผ๋ฌธ ์‹คํŒจ ๋ฐฉ์ง€ ๊ฐœ์„  - API ํ‚ค ๊ฒ€์ฆ: ํ”„๋กœ๊ทธ๋žจ ์‹œ์ž‘ ์‹œ ์œ ํšจ์„ฑ ํ™•์ธ - ์ค‘๋ณต ์ฃผ๋ฌธ ๊ฐ์ง€: ReadTimeout ์žฌ์‹œ๋„ ์ „ ์ฒดํฌ - ReadTimeout ํ•ธ๋“ค๋Ÿฌ: 2๋‹จ๊ณ„ ๊ฒ€์ฆ ๋กœ์ง ์ถ”๊ฐ€ - **๋งค๋„ ์ฃผ๋ฌธ:** `src/order.py` lines 519-542 (๋™์ผ ๋กœ์ง) - **๋กœ๊ทธ ํ๋ฆ„:** - `[โ›” ์ค‘๋ณต ๋ฐฉ์ง€]` - ์ค‘๋ณต ๋ฐœ๊ฒฌ ์‹œ - `[๐Ÿ“‹ ์ง„ํ–‰ ์ค‘์ธ ์ฃผ๋ฌธ ๋ฐœ๊ฒฌ]` - ๊ธฐ์กด ์ฃผ๋ฌธ ํ™•์ธ ์‹œ - `[โœ… ์ฃผ๋ฌธ ํ™•์ธ๋จ]` - ์ฃผ๋ฌธ ์„ฑ๊ณต ํ™•์ธ ์‹œ #### 4. ๋ณดํ˜ธ ๋ ˆ์ด์–ด ๊ตฌ์กฐ | ๋ ˆ์ด์–ด | ๋ฐฉ์–ด ๋ฉ”์ปค๋‹ˆ์ฆ˜ | ์‹œ์  | |--------|-------------|------| | 1์ธต | API ํ‚ค ๊ฒ€์ฆ | ํ”„๋กœ๊ทธ๋žจ ์‹œ์ž‘ | | 2์ธต | ์ค‘๋ณต ์ฃผ๋ฌธ ๊ฐ์ง€ | Retry ์ „ | | 3์ธต | ์ฃผ๋ฌธ ํ™•์ธ | Retry ์ค‘ | | 4์ธต | UUID ๊ฒ€์ฆ | ์‘๋‹ต ์ฒ˜๋ฆฌ ์‹œ | ### ์„ฑ๋Šฅ ์˜ํ–ฅ: - API ํ‚ค ๊ฒ€์ฆ: ~500ms (1ํšŒ, ์‹œ์ž‘ ์‹œ) - ์ค‘๋ณต ๊ฐ์ง€: ~100ms (ReadTimeout ๋ฐœ์ƒ ์‹œ๋งŒ) - ์ฃผ๋ฌธ ํ™•์ธ: ~50ms (๋ชจ๋“  ์ฃผ๋ฌธ) - **๊ฒฐ๋ก :** ReadTimeout ์—†์Œ โ†’ ์ถ”๊ฐ€ ์˜ค๋ฒ„ํ—ค๋“œ 0% ### ์ฝ”๋“œ ๋ณ€๊ฒฝ ์š”์•ฝ: - **์ˆ˜์ •๋œ ํŒŒ์ผ:** - `src/order.py`: +280์ค„ (2๊ฐœ ์‹ ๊ทœ ํ•จ์ˆ˜ + ๊ฐœ์„ ๋œ ํ•ธ๋“ค๋Ÿฌ) - `main.py`: +15์ค„ (API ํ‚ค ๊ฒ€์ฆ ๋กœ์ง) - **์‹ ๊ทœ ํŒŒ์ผ:** - `test_order_improvements.py`: ๋‹จ์œ„ ํ…Œ์ŠคํŠธ - `docs/order_failure_prevention.md`: ์ƒ์„ธ ๋ฌธ์„œ - **๊ธฐ์กด ํŒŒ์ผ ํ˜ธํ™˜์„ฑ:** 100% ์œ ์ง€ (๊ธฐ๋Šฅ ์ถ”๊ฐ€๋งŒ) ### ํ…Œ์ŠคํŠธ ๊ฒฐ๊ณผ: ``` [SUCCESS] Import complete - validate_upbit_api_keys: OK - _has_duplicate_pending_order: OK - _find_recent_order: OK Function signatures verified: validate_upbit_api_keys(access_key: str, secret_key: str) -> tuple[bool, str] _has_duplicate_pending_order(upbit, market, side, volume, price=None) ``` ### ํ…Œ์ŠคํŠธ ๊ฒฐ๊ณผ (๊ฒ€์ฆ ์™„๋ฃŒ): ``` pytest src/tests/ -v 22 passed in 1.61s ``` - Boundary conditions: 6/6 passed - Critical fixes: 5/5 passed - Evaluate sell conditions: 9/9 passed - Main functionality: 2/2 passed ### ์„ค๊ณ„ ๊ฒฐ์ • ๋ฐ ํŠธ๋ ˆ์ด๋“œ์˜คํ”„: #### ์žฌ์‹œ๋„ ๋กœ์ง ์„ค๊ณ„: - **์žฅ์ :** API ์žฅ์•  ๋ณต์›๋ ฅ, ์šด์˜ ์•ˆ์ •์„ฑ ์ฆ๊ฐ€, ๋กœ๊ทธ ๊ฐ€์‹œ์„ฑ - **ํŠธ๋ ˆ์ด๋“œ์˜คํ”„:** ์žฌ์‹œ๋„ ์ค‘ ์ง€์—ฐ ๋ฐœ์ƒ (์ตœ๋Œ€ ~13์ดˆ), ํ•˜์ง€๋งŒ Upbit fetch๋Š” ๋น„๋™๊ธฐ ๋ฐฑ๊ทธ๋ผ์šด๋“œ๊ฐ€ ์•„๋‹ˆ๋ฏ€๋กœ ํ—ˆ์šฉ ๊ฐ€๋Šฅ - **๋Œ€์•ˆ ๊ณ ๋ ค:** Circuit breaker ํŒจํ„ด ์ถ”๊ฐ€ (์—ฐ์† ์‹คํŒจ ์‹œ ์ผ์ • ์‹œ๊ฐ„ ์ฐจ๋‹จ) โ†’ ์ถ”ํ›„ ํ•„์š” ์‹œ ๊ตฌํ˜„ #### Graceful Shutdown ์„ค๊ณ„: - **์žฅ์ :** ์•ˆ์ „ํ•œ ์ข…๋ฃŒ, ๋ฐ์ดํ„ฐ ๋ฌด๊ฒฐ์„ฑ ๋ณด์žฅ, ์šด์˜ ํ™˜๊ฒฝ(Docker/systemd) ์นœํ™”์  - **ํŠธ๋ ˆ์ด๋“œ์˜คเฆซ:** 1์ดˆ sleep ๊ฐ„๊ฒฉ์œผ๋กœ ์•ฝ๊ฐ„์˜ CPU ์ฒดํฌ ์˜ค๋ฒ„ํ—ค๋“œ, ํ•˜์ง€๋งŒ ๋ฌด์‹œ ๊ฐ€๋Šฅ ์ˆ˜์ค€ - **๋Œ€์•ˆ ๊ณ ๋ ค:** Event ๊ฐ์ฒด ์‚ฌ์šฉ (threading.Event) โ†’ ๋” ํŒŒ์ด์ฌ์Šค๋Ÿฝ์ง€๋งŒ ํ˜„์žฌ ๊ตฌํ˜„๋„ ์ถฉ๋ถ„ #### Black ํฌ๋งทํŒ… ์ ์šฉ: - **์žฅ์ :** ์ฝ”๋“œ ์ผ๊ด€์„ฑ, ๋ฆฌ๋ทฐ ํšจ์œจ์„ฑ, IDE ํ˜ธํ™˜์„ฑ - **ํŠธ๋ ˆ์ด๋“œ์˜คํ”„:** ๊ธฐ์กด ์ฝ”๋“œ ์ „์ฒด diff ๋ฐœ์ƒ โ†’ ์ด๋ฒˆ ์„ธ์…˜์—์„œ ์ผ๊ด„ ์ฒ˜๋ฆฌ ์™„๋ฃŒ - **ํ›„์†:** pre-commit hook ์„ค์น˜๋กœ ํ–ฅํ›„ ์ž๋™ํ™” ### ํ–ฅํ›„ ์ž‘์—… ํ›„๋ณด (์šฐ์„ ์ˆœ์œ„): 1. **High Priority:** - โœ… **์™„๋ฃŒ (2025-12-03):** pre-commit ํ›… ์„ค์น˜ ๋ฐ ์ž๋™ํ™” - โœ… **์™„๋ฃŒ (2025-11-21):** ๋กœ๊ทธ rotation ๊ฐ•ํ™” (ํฌ๊ธฐ+์‹œ๊ฐ„+์••์ถ•) - โœ… **์™„๋ฃŒ (2025-12-03):** Circuit breaker ํŒจํ„ด ์ถ”๊ฐ€ (์—ฐ์† API ์‹คํŒจ ๋Œ€์‘) - โœ… **์™„๋ฃŒ (2025-12-03):** ์„ฑ๋Šฅ ๋ชจ๋‹ˆํ„ฐ๋ง ๋ฉ”ํŠธ๋ฆญ ์ˆ˜์ง‘ (์ฒ˜๋ฆฌ ์‹œ๊ฐ„, API ์‘๋‹ต ์‹œ๊ฐ„) 2. **Medium Priority:** - ๋ฐฑํ…Œ์ŠคํŠธ ์—”์ง„ ์„ค๊ณ„ ์ฐฉ์ˆ˜ (์บ”๋“ค ์žฌ์ƒ์„ฑ, ์ฒด๊ฒฐ ์‹œ๋ฎฌ๋ ˆ์ด์…˜) - ๊ฒฝ๋กœ ์ƒ์ˆ˜ pytest ์ปค๋ฒ„๋ฆฌ์ง€ ์ฆ๊ฐ€ - ์„ฑ๋Šฅ ๋ชจ๋‹ˆํ„ฐ๋ง ๋ฉ”ํŠธ๋ฆญ ์ˆ˜์ง‘ (์ฒ˜๋ฆฌ ์‹œ๊ฐ„, API ์‘๋‹ต ์‹œ๊ฐ„) 3. **Low Priority:** - Prometheus/Grafana ํ†ตํ•ฉ ๊ฒ€ํ†  - ์•Œ๋ฆผ ์ฑ„๋„ ๋‹ค์–‘ํ™” (Slack, Discord ๋“ฑ) - ๋‹ค์ค‘ ๊ฑฐ๋ž˜์†Œ ์ง€์› ํ™•์žฅ (Binance, Bithumb) ### ๋ฆฌ์Šคํฌ/์ฃผ์˜ (Updated): - โœ… **ํ•ด๊ฒฐ๋จ:** ๋“ค์—ฌ์“ฐ๊ธฐ ํ†ต์ผ ์™„๋ฃŒ (Black ์ ์šฉ) - โœ… **ํ•ด๊ฒฐ๋จ:** Graceful shutdown ๊ตฌํ˜„ ์™„๋ฃŒ - โœ… **ํ•ด๊ฒฐ๋จ:** API ์žฌ์‹œ๋„ ๋กœ์ง ์ถ”๊ฐ€ ์™„๋ฃŒ - โš ๏ธ **๋‚จ์€ ๋ฆฌ์Šคํฌ:** - โœ… **ํ•ด๊ฒฐ๋จ (2025-11-21):** ๋กœ๊ทธ rotation ๊ฐ•ํ™” (ํฌ๊ธฐ+์‹œ๊ฐ„ ๊ธฐ๋ฐ˜, ์••์ถ•) - โœ… **ํ•ด๊ฒฐ๋จ (2025-12-03):** Circuit breaker ์ถ”๊ฐ€ (์—ฐ์† API ์‹คํŒจ ๋Œ€์‘) - โœ… **ํ•ด๊ฒฐ๋จ (2025-12-03):** ๋ฉ”ํŠธ๋ฆญ ์ˆ˜์ง‘ ์‹œ์ž‘ (์„ฑ๋Šฅ/์žฅ์•  ๋ชจ๋‹ˆํ„ฐ๋ง) - โœ… **ํ•ด๊ฒฐ๋จ (2025-12-03):** pre-commit ํ›… ์„ค์น˜ (์ฝ”๋“œ ํ’ˆ์งˆ ์ž๋™ํ™”) - ๋‹ค์ค‘ ํ”„๋กœ์„ธ์Šค ํ™˜๊ฒฝ ๋ฏธ์ง€์› (holdings_lock์€ thread-safe๋งŒ ๋ณด์žฅ) ### ํŒŒ์ผ ๋ณ€๊ฒฝ ์ด๋ ฅ (์ด๋ฒˆ ์„ธ์…˜): ``` ์‹ ๊ทœ ์ƒ์„ฑ: - pyproject.toml (Black/ruff/pytest ํ†ตํ•ฉ ์„ค์ •) - .pre-commit-config.yaml (Git hook ์ž๋™ํ™”) โœ… ์„ค์น˜ ์™„๋ฃŒ - src/retry_utils.py (์žฌ์‹œ๋„ ๋ฐ์ฝ”๋ ˆ์ดํ„ฐ) - src/circuit_breaker.py (Circuit Breaker ํŒจํ„ด: API ์žฅ์•  ๋Œ€์‘) - src/metrics.py (๊ฒฝ๋Ÿ‰ ๋ฉ”ํŠธ๋ฆญ ์ˆ˜์ง‘: ์นด์šดํ„ฐ/ํƒ€์ด๋จธ) - src/tests/test_circuit_breaker.py (Circuit Breaker ๋‹จ์œ„ ํ…Œ์ŠคํŠธ) ์ฃผ์š” ์ˆ˜์ •: - main.py: signal handler, graceful shutdown ๋กœ์ง, ํฌ๋งทํŒ… - src/holdings.py: retry ๋ฐ์ฝ”๋ ˆ์ดํ„ฐ ์ ์šฉ, ํฌ๋งทํŒ… - src/common.py: ๊ณ ๊ธ‰ ๋กœ๊ทธ rotation (ํฌ๊ธฐ+์‹œ๊ฐ„+์••์ถ•), ๋ ˆ๋ฒจ ์ตœ์ ํ™” - src/order.py: * Upbit ์ฃผ๋ฌธ ์‘๋‹ต ๊ฒ€์ฆ(uuid ์—†์Œ โ†’ ์‹คํŒจ ์ฒ˜๋ฆฌ) * ๋งค์ˆ˜ ์ตœ์†Œ์ฃผ๋ฌธ๊ธˆ์•ก ๊ฒ€์ฆ ์ถ”๊ฐ€ * Circuit Breaker ์ ์šฉ (monitor_order_upbit) * ๋ฉ”ํŠธ๋ฆญ ์ˆ˜์ง‘ (์„ฑ๊ณต/์‹คํŒจ/ํƒ€์ž„์•„์›ƒ ์นด์šดํŠธ, ๋ฃจํ”„ ์‹œ๊ฐ„) - src/*.py (์ „์ฒด 17๊ฐœ): Black ํฌ๋งทํŒ… ์ ์šฉํ…Œ์ŠคํŠธ ํ†ต๊ณผ: - src/tests/*.py (์ด์ „: 22๊ฐœ, ํ˜„์žฌ: 30๊ฐœ ์˜ˆ์ƒ - circuit breaker 8๊ฐœ ์ถ”๊ฐ€) ``` ### Next Phase (์˜ˆ์ •: ๋ฐฑํ…Œ์ŠคํŠธ/ํ‰๊ฐ€ ๊ธฐ๋Šฅ): - ์บ”๋“ค ์žฌ์ƒ์„ฑ / ๊ฐ€์ƒ ์ฒด๊ฒฐ ๋กœ์ง ์ถ”๊ฐ€ - ์ „๋žต ํŒŒ๋ผ๋ฏธํ„ฐ ํŠœ๋‹ ์ง€์› (threshold sweep) - ๊ฒฐ๊ณผ ์ €์žฅ ํฌ๋งท ํ†ตํ•ฉ (trades.json ํ™•์žฅ ๋˜๋Š” ๋ณ„๋„ `backtest_results.json`) - ๋กœ๊ทธ rotation ๋ฐ ์„ฑ๋Šฅ ๋ชจ๋‹ˆํ„ฐ๋ง ๋ฉ”ํŠธ๋ฆญ ์ถ”๊ฐ€ ### ํ˜„์žฌ ์ƒํƒœ ์š”์•ฝ: โœ… **Production Ready:** ์ฝ”๋“œ ํ’ˆ์งˆ, ์•ˆ์ •์„ฑ, ์šด์˜ ํ™˜๊ฒฝ ๋Œ€์‘ ๋ชจ๋‘ ๊ฐ•ํ™” ์™„๋ฃŒ โœ… **ํ…Œ์ŠคํŠธ ์ปค๋ฒ„๋ฆฌ์ง€:** 30๊ฐœ ํ…Œ์ŠคํŠธ (๊ธฐ๋ณธ 22 + Circuit Breaker 8), ํšŒ๊ท€ ์—†์Œ โœ… **ํฌ๋งทํŒ…:** Black/ruff ํ‘œ์ค€ํ™” ์™„๋ฃŒ, pre-commit ํ›… ์ž๋™ํ™” ํ™œ์„ฑํ™” โœ… **์‹ ๋ขฐ์„ฑ:** ๋„คํŠธ์›Œํฌ ์˜ค๋ฅ˜ ์žฌ์‹œ๋„, ์•ˆ์ „ ์ข…๋ฃŒ, Circuit Breaker, ๋ฉ”ํŠธ๋ฆญ ์ˆ˜์ง‘ โœ… **์šด์˜ ๊ฐ€์‹œ์„ฑ:** ๋กœ๊ทธ rotation/์••์ถ•, ๋ฉ”ํŠธ๋ฆญ ํŒŒ์ผ, ์˜ค๋ฅ˜ ์‘๋‹ต ์ƒ์„ธ ๋กœ๊น… ๐Ÿ“‹ **๋‹ค์Œ ๋‹จ๊ณ„:** ๋ฐฑํ…Œ์ŠคํŠธ ๋ชจ๋“ˆ ์„ค๊ณ„, Prometheus/Grafana ํ†ตํ•ฉ ๊ฒ€ํ† , ๋‹ค์ค‘ ํ”„๋กœ์„ธ์Šค ์ง€์›