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Runtime error
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Upload 42 files
Browse files- __pycache__/app.cpython-311.pyc +0 -0
- __pycache__/kotak_neo.cpython-311.pyc +0 -0
- app.py +42 -4
- kotak_neo.py +498 -0
- scripts/__pycache__/retrain_opening_model.cpython-311.pyc +0 -0
__pycache__/app.cpython-311.pyc
CHANGED
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Binary files a/__pycache__/app.cpython-311.pyc and b/__pycache__/app.cpython-311.pyc differ
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__pycache__/kotak_neo.cpython-311.pyc
ADDED
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Binary file (31 kB). View file
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app.py
CHANGED
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@@ -7,9 +7,10 @@ from datetime import date, datetime, time, timedelta
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import sys
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from pathlib import Path
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-
from fastapi import BackgroundTasks, Query
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from fastapi.middleware.cors import CORSMiddleware
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-
from fastapi import FastAPI
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sys.path.insert(0, str(Path(__file__).resolve().parent))
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from nifty_backend.runtime import (
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@@ -31,9 +32,15 @@ from nifty_backend.runtime import (
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seconds_until_next_ist_run,
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warm_dashboard_payload_cache,
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)
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-
app = FastAPI(title="NIFTY 50 Forecaster Backend")
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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@@ -49,6 +56,10 @@ tplus1_refresh_lock = threading.Lock()
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MARKET_OPEN = time(9, 15)
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FIRST5_READY = time(9, 20)
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MARKET_CLOSE = time(15, 30)
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def refresh_market_close_data_if_due() -> dict:
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@@ -412,6 +423,33 @@ def root() -> dict[str, str]:
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@app.get("/dashboard")
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def dashboard() -> dict:
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return attach_market_state(dashboard_payload())
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@app.get("/cron/keepalive")
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import sys
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from pathlib import Path
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from fastapi import BackgroundTasks, HTTPException, Query
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from fastapi.middleware.cors import CORSMiddleware
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from fastapi import FastAPI
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from pydantic import BaseModel
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sys.path.insert(0, str(Path(__file__).resolve().parent))
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from nifty_backend.runtime import (
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seconds_until_next_ist_run,
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warm_dashboard_payload_cache,
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)
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from kotak_neo import (
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KotakNeoConfigError,
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KotakNeoError,
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KotakNeoSessionRequired,
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kotak_neo_manager,
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)
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app = FastAPI(title="NIFTY 50 Forecaster Backend")
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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MARKET_OPEN = time(9, 15)
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FIRST5_READY = time(9, 20)
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MARKET_CLOSE = time(15, 30)
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+
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class TotpRequest(BaseModel):
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totp: str
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def refresh_market_close_data_if_due() -> dict:
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@app.get("/dashboard")
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def dashboard() -> dict:
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return attach_market_state(dashboard_payload())
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+
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@app.get("/kotak/status")
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def kotak_status() -> dict:
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return kotak_neo_manager.status()
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@app.post("/kotak/auth/totp")
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def kotak_auth_totp(payload: TotpRequest) -> dict:
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try:
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return kotak_neo_manager.authenticate_with_totp(payload.totp)
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except KotakNeoConfigError as exc:
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raise HTTPException(status_code=503, detail=str(exc)) from exc
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except KotakNeoError as exc:
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raise HTTPException(status_code=400, detail=str(exc)) from exc
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@app.get("/kotak/account")
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def kotak_account() -> dict:
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try:
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return kotak_neo_manager.fetch_account_snapshot()
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except KotakNeoConfigError as exc:
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raise HTTPException(status_code=503, detail=str(exc)) from exc
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except KotakNeoSessionRequired as exc:
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raise HTTPException(status_code=401, detail=str(exc)) from exc
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except KotakNeoError as exc:
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raise HTTPException(status_code=502, detail=str(exc)) from exc
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@app.get("/cron/keepalive")
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kotak_neo.py
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@@ -0,0 +1,498 @@
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|
| 1 |
+
from __future__ import annotations
|
| 2 |
+
|
| 3 |
+
import os
|
| 4 |
+
import threading
|
| 5 |
+
from datetime import datetime, timezone
|
| 6 |
+
from typing import Any
|
| 7 |
+
from urllib.parse import quote
|
| 8 |
+
|
| 9 |
+
import requests
|
| 10 |
+
|
| 11 |
+
|
| 12 |
+
SESSION_BASE_URL = "https://mis.kotaksecurities.com"
|
| 13 |
+
QUOTE_PATH_TEMPLATE = "script-details/1.0/quotes/neosymbol/{neo_symbols}/{quote_type}"
|
| 14 |
+
TOTP_LOGIN_PATH = "login/1.0/tradeApiLogin"
|
| 15 |
+
TOTP_VALIDATE_PATH = "login/1.0/tradeApiValidate"
|
| 16 |
+
DEFAULT_TIMEOUT_SECONDS = 20
|
| 17 |
+
|
| 18 |
+
|
| 19 |
+
class KotakNeoError(Exception):
|
| 20 |
+
pass
|
| 21 |
+
|
| 22 |
+
|
| 23 |
+
class KotakNeoConfigError(KotakNeoError):
|
| 24 |
+
pass
|
| 25 |
+
|
| 26 |
+
|
| 27 |
+
class KotakNeoSessionRequired(KotakNeoError):
|
| 28 |
+
pass
|
| 29 |
+
|
| 30 |
+
|
| 31 |
+
def _utc_now_iso() -> str:
|
| 32 |
+
return datetime.now(timezone.utc).isoformat()
|
| 33 |
+
|
| 34 |
+
|
| 35 |
+
def _to_float(value: Any) -> float | None:
|
| 36 |
+
if value in (None, "", "--", "NA", "na", "-", "null"):
|
| 37 |
+
return None
|
| 38 |
+
try:
|
| 39 |
+
return float(value)
|
| 40 |
+
except (TypeError, ValueError):
|
| 41 |
+
return None
|
| 42 |
+
|
| 43 |
+
|
| 44 |
+
def _first_number(*values: Any) -> float | None:
|
| 45 |
+
for value in values:
|
| 46 |
+
parsed = _to_float(value)
|
| 47 |
+
if parsed is not None:
|
| 48 |
+
return parsed
|
| 49 |
+
return None
|
| 50 |
+
|
| 51 |
+
|
| 52 |
+
def _first_text(*values: Any) -> str | None:
|
| 53 |
+
for value in values:
|
| 54 |
+
if value not in (None, "", "--", "NA", "na", "-"):
|
| 55 |
+
return str(value)
|
| 56 |
+
return None
|
| 57 |
+
|
| 58 |
+
|
| 59 |
+
def _sum_numbers(*values: Any) -> float | None:
|
| 60 |
+
numbers: list[float] = []
|
| 61 |
+
for value in values:
|
| 62 |
+
parsed = _to_float(value)
|
| 63 |
+
if parsed is not None:
|
| 64 |
+
numbers.append(parsed)
|
| 65 |
+
return sum(numbers) if numbers else None
|
| 66 |
+
|
| 67 |
+
|
| 68 |
+
def _extract_items(payload: Any) -> list[dict[str, Any]]:
|
| 69 |
+
if isinstance(payload, list):
|
| 70 |
+
return [item for item in payload if isinstance(item, dict)]
|
| 71 |
+
if not isinstance(payload, dict):
|
| 72 |
+
return []
|
| 73 |
+
|
| 74 |
+
data = payload.get("data")
|
| 75 |
+
if isinstance(data, list):
|
| 76 |
+
return [item for item in data if isinstance(item, dict)]
|
| 77 |
+
if isinstance(data, dict):
|
| 78 |
+
nested = data.get("data")
|
| 79 |
+
if isinstance(nested, list):
|
| 80 |
+
return [item for item in nested if isinstance(item, dict)]
|
| 81 |
+
return [data]
|
| 82 |
+
return []
|
| 83 |
+
|
| 84 |
+
|
| 85 |
+
def _sort_key(item: dict[str, Any]) -> str:
|
| 86 |
+
return str(
|
| 87 |
+
_first_text(
|
| 88 |
+
item.get("updRecvTm"),
|
| 89 |
+
item.get("hsUpTm"),
|
| 90 |
+
item.get("flDtTm"),
|
| 91 |
+
item.get("exTm"),
|
| 92 |
+
item.get("ordDtTm"),
|
| 93 |
+
item.get("TimeStamp"),
|
| 94 |
+
item.get("flDt"),
|
| 95 |
+
)
|
| 96 |
+
or ""
|
| 97 |
+
)
|
| 98 |
+
|
| 99 |
+
|
| 100 |
+
class KotakNeoManager:
|
| 101 |
+
def __init__(self) -> None:
|
| 102 |
+
self.consumer_key = os.getenv("KOTAK_CONSUMER_KEY")
|
| 103 |
+
self.mobile_number = os.getenv("KOTAK_MOBILE_NUMBER")
|
| 104 |
+
self.ucc = os.getenv("KOTAK_UCC")
|
| 105 |
+
self.mpin = os.getenv("KOTAK_MPIN")
|
| 106 |
+
self.neo_fin_key = os.getenv("KOTAK_NEO_FIN_KEY", "neotradeapi")
|
| 107 |
+
|
| 108 |
+
self._lock = threading.RLock()
|
| 109 |
+
self._clear_session_locked()
|
| 110 |
+
|
| 111 |
+
def _clear_session_locked(self) -> None:
|
| 112 |
+
self.view_token: str | None = None
|
| 113 |
+
self.sid: str | None = None
|
| 114 |
+
self.edit_token: str | None = None
|
| 115 |
+
self.edit_sid: str | None = None
|
| 116 |
+
self.edit_rid: str | None = None
|
| 117 |
+
self.server_id: str | None = None
|
| 118 |
+
self.data_center: str | None = None
|
| 119 |
+
self.base_url: str | None = None
|
| 120 |
+
self.authenticated_at: str | None = None
|
| 121 |
+
|
| 122 |
+
def _configured(self) -> bool:
|
| 123 |
+
return all([self.consumer_key, self.mobile_number, self.ucc, self.mpin])
|
| 124 |
+
|
| 125 |
+
def status(self) -> dict[str, Any]:
|
| 126 |
+
configured = self._configured()
|
| 127 |
+
with self._lock:
|
| 128 |
+
authenticated = bool(self.edit_token and self.edit_sid and self.base_url)
|
| 129 |
+
return {
|
| 130 |
+
"available": configured,
|
| 131 |
+
"configured": configured,
|
| 132 |
+
"authenticated": authenticated,
|
| 133 |
+
"needs_totp": configured and not authenticated,
|
| 134 |
+
"last_authenticated_at": self.authenticated_at,
|
| 135 |
+
"reason": None if configured else "Kotak Neo environment variables are incomplete.",
|
| 136 |
+
}
|
| 137 |
+
|
| 138 |
+
def authenticate_with_totp(self, totp: str) -> dict[str, Any]:
|
| 139 |
+
if not self._configured():
|
| 140 |
+
raise KotakNeoConfigError("Kotak Neo environment variables are incomplete.")
|
| 141 |
+
if not str(totp).strip():
|
| 142 |
+
raise KotakNeoError("A TOTP code is required.")
|
| 143 |
+
|
| 144 |
+
with self._lock:
|
| 145 |
+
login_response = self._post_session_api(
|
| 146 |
+
TOTP_LOGIN_PATH,
|
| 147 |
+
headers={
|
| 148 |
+
"Authorization": self.consumer_key,
|
| 149 |
+
"neo-fin-key": self.neo_fin_key,
|
| 150 |
+
"Content-Type": "application/json",
|
| 151 |
+
"Accept": "application/json",
|
| 152 |
+
},
|
| 153 |
+
payload={
|
| 154 |
+
"mobileNumber": self.mobile_number,
|
| 155 |
+
"ucc": self.ucc,
|
| 156 |
+
"totp": str(totp).strip(),
|
| 157 |
+
},
|
| 158 |
+
)
|
| 159 |
+
login_data = (login_response.get("data") or {}) if isinstance(login_response, dict) else {}
|
| 160 |
+
self.view_token = login_data.get("token")
|
| 161 |
+
self.sid = login_data.get("sid")
|
| 162 |
+
|
| 163 |
+
if not self.view_token or not self.sid:
|
| 164 |
+
self._clear_session_locked()
|
| 165 |
+
raise KotakNeoError("Kotak Neo did not return a valid pre-auth session.")
|
| 166 |
+
|
| 167 |
+
validate_response = self._post_session_api(
|
| 168 |
+
TOTP_VALIDATE_PATH,
|
| 169 |
+
headers={
|
| 170 |
+
"Authorization": self.consumer_key,
|
| 171 |
+
"sid": self.sid,
|
| 172 |
+
"Auth": self.view_token,
|
| 173 |
+
"neo-fin-key": self.neo_fin_key,
|
| 174 |
+
"Content-Type": "application/json",
|
| 175 |
+
"Accept": "application/json",
|
| 176 |
+
},
|
| 177 |
+
payload={"mpin": self.mpin},
|
| 178 |
+
)
|
| 179 |
+
validate_data = (validate_response.get("data") or {}) if isinstance(validate_response, dict) else {}
|
| 180 |
+
|
| 181 |
+
self.edit_token = validate_data.get("token")
|
| 182 |
+
self.edit_sid = validate_data.get("sid")
|
| 183 |
+
self.edit_rid = validate_data.get("rid")
|
| 184 |
+
self.server_id = validate_data.get("hsServerId")
|
| 185 |
+
self.data_center = validate_data.get("dataCenter")
|
| 186 |
+
self.base_url = str(validate_data.get("baseUrl") or "").rstrip("/")
|
| 187 |
+
self.authenticated_at = _utc_now_iso()
|
| 188 |
+
|
| 189 |
+
if not self.edit_token or not self.edit_sid or not self.base_url:
|
| 190 |
+
self._clear_session_locked()
|
| 191 |
+
raise KotakNeoError("Kotak Neo did not return a usable trading session.")
|
| 192 |
+
|
| 193 |
+
return self.status()
|
| 194 |
+
|
| 195 |
+
def fetch_account_snapshot(self) -> dict[str, Any]:
|
| 196 |
+
if not self._configured():
|
| 197 |
+
raise KotakNeoConfigError("Kotak Neo environment variables are incomplete.")
|
| 198 |
+
|
| 199 |
+
with self._lock:
|
| 200 |
+
self._ensure_authenticated_locked()
|
| 201 |
+
|
| 202 |
+
holdings_raw = self._request_trading_api_locked("portfolio/v1/holdings")
|
| 203 |
+
positions_raw = self._request_trading_api_locked("quick/user/positions")
|
| 204 |
+
trades_raw = self._request_trading_api_locked("quick/user/trades")
|
| 205 |
+
orders_raw = self._request_trading_api_locked("quick/user/orders")
|
| 206 |
+
limits_raw = self._request_trading_api_locked("quick/user/limits")
|
| 207 |
+
|
| 208 |
+
holdings = _extract_items(holdings_raw)
|
| 209 |
+
positions = _extract_items(positions_raw)
|
| 210 |
+
trades = sorted(_extract_items(trades_raw), key=_sort_key, reverse=True)
|
| 211 |
+
orders = sorted(_extract_items(orders_raw), key=_sort_key, reverse=True)
|
| 212 |
+
|
| 213 |
+
quotes = self._fetch_quotes_locked(self._instrument_tokens_for_quotes(holdings, positions))
|
| 214 |
+
quote_map = self._build_quote_map(quotes)
|
| 215 |
+
|
| 216 |
+
normalized_holdings = [self._normalize_holding(item, quote_map) for item in holdings]
|
| 217 |
+
normalized_positions = [self._normalize_position(item, quote_map) for item in positions]
|
| 218 |
+
|
| 219 |
+
holdings_market_value = sum(item["market_value"] or 0.0 for item in normalized_holdings)
|
| 220 |
+
holdings_cost = sum(item["cost_value"] or 0.0 for item in normalized_holdings)
|
| 221 |
+
holdings_pnl = sum(item["pnl"] or 0.0 for item in normalized_holdings)
|
| 222 |
+
positions_pnl = sum(item["pnl"] or 0.0 for item in normalized_positions)
|
| 223 |
+
|
| 224 |
+
limits_summary = {
|
| 225 |
+
"net": _first_number(limits_raw.get("Net")) if isinstance(limits_raw, dict) else None,
|
| 226 |
+
"margin_used": _first_number(limits_raw.get("MarginUsed")) if isinstance(limits_raw, dict) else None,
|
| 227 |
+
"collateral_value": _first_number(limits_raw.get("CollateralValue")) if isinstance(limits_raw, dict) else None,
|
| 228 |
+
"cash_unrealized_mtm": _first_number(limits_raw.get("CashUnRlsMtomPrsnt")) if isinstance(limits_raw, dict) else None,
|
| 229 |
+
"cash_realized_mtm": _first_number(limits_raw.get("CashRlsMtomPrsnt")) if isinstance(limits_raw, dict) else None,
|
| 230 |
+
}
|
| 231 |
+
|
| 232 |
+
available_cash = None
|
| 233 |
+
if limits_summary["net"] is not None and limits_summary["margin_used"] is not None:
|
| 234 |
+
available_cash = limits_summary["net"] - limits_summary["margin_used"]
|
| 235 |
+
|
| 236 |
+
current_capital = None
|
| 237 |
+
if available_cash is not None:
|
| 238 |
+
current_capital = available_cash + holdings_market_value
|
| 239 |
+
|
| 240 |
+
return {
|
| 241 |
+
"status": self.status(),
|
| 242 |
+
"as_of": _utc_now_iso(),
|
| 243 |
+
"summary": {
|
| 244 |
+
"available_cash": available_cash,
|
| 245 |
+
"current_capital": current_capital,
|
| 246 |
+
"holdings_market_value": holdings_market_value,
|
| 247 |
+
"holdings_cost_value": holdings_cost,
|
| 248 |
+
"holdings_pnl": holdings_pnl,
|
| 249 |
+
"positions_pnl": positions_pnl,
|
| 250 |
+
"live_pnl": holdings_pnl + positions_pnl,
|
| 251 |
+
"open_positions": sum(1 for item in normalized_positions if item["net_quantity"]),
|
| 252 |
+
"holdings_count": len(normalized_holdings),
|
| 253 |
+
"orders_count": len(orders),
|
| 254 |
+
"trades_count": len(trades),
|
| 255 |
+
},
|
| 256 |
+
"limits_summary": limits_summary,
|
| 257 |
+
"limits_raw": limits_raw,
|
| 258 |
+
"holdings": normalized_holdings,
|
| 259 |
+
"positions": normalized_positions,
|
| 260 |
+
"trade_history": trades[:50],
|
| 261 |
+
"order_book": orders[:50],
|
| 262 |
+
"quotes": list(quote_map.values()),
|
| 263 |
+
}
|
| 264 |
+
|
| 265 |
+
def _ensure_authenticated_locked(self) -> None:
|
| 266 |
+
if not self.edit_token or not self.edit_sid or not self.base_url:
|
| 267 |
+
raise KotakNeoSessionRequired("Kotak Neo session is not authenticated.")
|
| 268 |
+
|
| 269 |
+
def _post_session_api(self, path: str, headers: dict[str, str], payload: dict[str, Any]) -> dict[str, Any]:
|
| 270 |
+
response = requests.post(
|
| 271 |
+
f"{SESSION_BASE_URL.rstrip('/')}/{path.lstrip('/')}",
|
| 272 |
+
headers=headers,
|
| 273 |
+
json=payload,
|
| 274 |
+
timeout=DEFAULT_TIMEOUT_SECONDS,
|
| 275 |
+
)
|
| 276 |
+
data = self._decode_response(response)
|
| 277 |
+
self._raise_for_error(response, data, session_sensitive=False)
|
| 278 |
+
return data
|
| 279 |
+
|
| 280 |
+
def _request_trading_api_locked(self, path: str) -> dict[str, Any]:
|
| 281 |
+
self._ensure_authenticated_locked()
|
| 282 |
+
response = requests.get(
|
| 283 |
+
f"{self.base_url.rstrip('/')}/{path.lstrip('/')}",
|
| 284 |
+
headers={
|
| 285 |
+
"Sid": self.edit_sid or "",
|
| 286 |
+
"Auth": self.edit_token or "",
|
| 287 |
+
"Accept": "application/json",
|
| 288 |
+
},
|
| 289 |
+
params={"sId": self.server_id or ""},
|
| 290 |
+
timeout=DEFAULT_TIMEOUT_SECONDS,
|
| 291 |
+
)
|
| 292 |
+
data = self._decode_response(response)
|
| 293 |
+
self._raise_for_error(response, data, session_sensitive=True)
|
| 294 |
+
return data
|
| 295 |
+
|
| 296 |
+
def _fetch_quotes_locked(self, instrument_tokens: list[dict[str, str]]) -> dict[str, Any]:
|
| 297 |
+
if not instrument_tokens:
|
| 298 |
+
return {"data": []}
|
| 299 |
+
|
| 300 |
+
neo_symbols = ",".join(
|
| 301 |
+
f"{item['exchange_segment']}|{item['instrument_token']}" for item in instrument_tokens
|
| 302 |
+
)
|
| 303 |
+
encoded_symbols = quote(neo_symbols, safe="")
|
| 304 |
+
response = requests.get(
|
| 305 |
+
f"{self.base_url.rstrip('/')}/{QUOTE_PATH_TEMPLATE.format(neo_symbols=encoded_symbols, quote_type='all')}",
|
| 306 |
+
headers={
|
| 307 |
+
"Authorization": self.consumer_key or "",
|
| 308 |
+
"Content-Type": "application/x-www-form-urlencoded",
|
| 309 |
+
"Accept": "application/json",
|
| 310 |
+
},
|
| 311 |
+
timeout=DEFAULT_TIMEOUT_SECONDS,
|
| 312 |
+
)
|
| 313 |
+
data = self._decode_response(response)
|
| 314 |
+
self._raise_for_error(response, data, session_sensitive=False)
|
| 315 |
+
return data
|
| 316 |
+
|
| 317 |
+
def _decode_response(self, response: requests.Response) -> dict[str, Any]:
|
| 318 |
+
try:
|
| 319 |
+
parsed = response.json()
|
| 320 |
+
except ValueError as exc:
|
| 321 |
+
raise KotakNeoError(
|
| 322 |
+
f"Kotak Neo returned a non-JSON response with HTTP {response.status_code}."
|
| 323 |
+
) from exc
|
| 324 |
+
if isinstance(parsed, dict):
|
| 325 |
+
return parsed
|
| 326 |
+
return {"data": parsed}
|
| 327 |
+
|
| 328 |
+
def _raise_for_error(
|
| 329 |
+
self,
|
| 330 |
+
response: requests.Response,
|
| 331 |
+
data: dict[str, Any],
|
| 332 |
+
*,
|
| 333 |
+
session_sensitive: bool,
|
| 334 |
+
) -> None:
|
| 335 |
+
stat = str(data.get("stat") or "").strip().lower()
|
| 336 |
+
st_code = _first_number(data.get("stCode"))
|
| 337 |
+
message = _first_text(
|
| 338 |
+
data.get("message"),
|
| 339 |
+
data.get("error"),
|
| 340 |
+
data.get("Error"),
|
| 341 |
+
data.get("emsg"),
|
| 342 |
+
)
|
| 343 |
+
|
| 344 |
+
if response.status_code == 403 or stat == "not_ok":
|
| 345 |
+
if session_sensitive:
|
| 346 |
+
self._clear_session_locked()
|
| 347 |
+
raise KotakNeoSessionRequired(message or "Kotak Neo session expired.")
|
| 348 |
+
raise KotakNeoError(message or "Kotak Neo rejected the request.")
|
| 349 |
+
|
| 350 |
+
if response.status_code >= 400 or (st_code is not None and st_code >= 400):
|
| 351 |
+
raise KotakNeoError(message or f"Kotak Neo request failed with HTTP {response.status_code}.")
|
| 352 |
+
|
| 353 |
+
def _instrument_tokens_for_quotes(
|
| 354 |
+
self,
|
| 355 |
+
holdings: list[dict[str, Any]],
|
| 356 |
+
positions: list[dict[str, Any]],
|
| 357 |
+
) -> list[dict[str, str]]:
|
| 358 |
+
unique: dict[tuple[str, str], dict[str, str]] = {}
|
| 359 |
+
|
| 360 |
+
for item in holdings:
|
| 361 |
+
token = _first_text(item.get("instrumentToken"), item.get("exchangeIdentifier"), item.get("tok"))
|
| 362 |
+
exchange = _first_text(item.get("exchangeSegment"), item.get("exSeg"))
|
| 363 |
+
if token and exchange:
|
| 364 |
+
unique[(exchange, token)] = {
|
| 365 |
+
"exchange_segment": exchange,
|
| 366 |
+
"instrument_token": token,
|
| 367 |
+
}
|
| 368 |
+
|
| 369 |
+
for item in positions:
|
| 370 |
+
token = _first_text(item.get("tok"), item.get("instrumentToken"), item.get("exchangeIdentifier"))
|
| 371 |
+
exchange = _first_text(item.get("exSeg"), item.get("exchangeSegment"))
|
| 372 |
+
if token and exchange:
|
| 373 |
+
unique[(exchange, token)] = {
|
| 374 |
+
"exchange_segment": exchange,
|
| 375 |
+
"instrument_token": token,
|
| 376 |
+
}
|
| 377 |
+
|
| 378 |
+
return list(unique.values())
|
| 379 |
+
|
| 380 |
+
def _build_quote_map(self, payload: dict[str, Any]) -> dict[str, dict[str, Any]]:
|
| 381 |
+
items = _extract_items(payload)
|
| 382 |
+
quote_map: dict[str, dict[str, Any]] = {}
|
| 383 |
+
for item in items:
|
| 384 |
+
token = _first_text(item.get("instrument_token"), item.get("instrumentToken"), item.get("tk"))
|
| 385 |
+
exchange = _first_text(item.get("exchange_segment"), item.get("exchangeSegment"), item.get("e"))
|
| 386 |
+
if not token or not exchange:
|
| 387 |
+
continue
|
| 388 |
+
key = f"{exchange}|{token}"
|
| 389 |
+
quote_map[key] = {
|
| 390 |
+
"instrument_token": token,
|
| 391 |
+
"exchange_segment": exchange,
|
| 392 |
+
"trading_symbol": _first_text(item.get("trading_symbol"), item.get("ts"), item.get("symbol")),
|
| 393 |
+
"last_traded_price": _first_number(item.get("last_traded_price"), item.get("ltp"), item.get("iv")),
|
| 394 |
+
"close": _first_number(item.get("close"), item.get("c"), item.get("ic")),
|
| 395 |
+
"change": _first_number(item.get("change"), item.get("cng")),
|
| 396 |
+
"change_pct": _first_number(item.get("net_change_percentage"), item.get("nc")),
|
| 397 |
+
}
|
| 398 |
+
return quote_map
|
| 399 |
+
|
| 400 |
+
def _normalize_holding(
|
| 401 |
+
self,
|
| 402 |
+
item: dict[str, Any],
|
| 403 |
+
quote_map: dict[str, dict[str, Any]],
|
| 404 |
+
) -> dict[str, Any]:
|
| 405 |
+
token = _first_text(item.get("instrumentToken"), item.get("exchangeIdentifier"), item.get("tok"))
|
| 406 |
+
exchange = _first_text(item.get("exchangeSegment"), item.get("exSeg"))
|
| 407 |
+
quote = quote_map.get(f"{exchange}|{token}", {}) if token and exchange else {}
|
| 408 |
+
|
| 409 |
+
quantity = _first_number(item.get("quantity"), item.get("sellableQuantity"))
|
| 410 |
+
average_price = _first_number(item.get("averagePrice"), item.get("avgPrc"))
|
| 411 |
+
holding_cost = _first_number(item.get("holdingCost"))
|
| 412 |
+
market_value = _first_number(item.get("mktValue"))
|
| 413 |
+
ltp = _first_number(quote.get("last_traded_price"))
|
| 414 |
+
|
| 415 |
+
if market_value is None and quantity is not None and ltp is not None:
|
| 416 |
+
market_value = quantity * ltp
|
| 417 |
+
if holding_cost is None and quantity is not None and average_price is not None:
|
| 418 |
+
holding_cost = quantity * average_price
|
| 419 |
+
|
| 420 |
+
pnl = None
|
| 421 |
+
pnl_pct = None
|
| 422 |
+
if market_value is not None and holding_cost is not None:
|
| 423 |
+
pnl = market_value - holding_cost
|
| 424 |
+
if holding_cost:
|
| 425 |
+
pnl_pct = pnl / holding_cost
|
| 426 |
+
|
| 427 |
+
return {
|
| 428 |
+
"symbol": _first_text(item.get("displaySymbol"), item.get("symbol"), item.get("trdSym")),
|
| 429 |
+
"trading_symbol": _first_text(item.get("symbol"), item.get("displaySymbol"), item.get("trdSym")),
|
| 430 |
+
"exchange_segment": exchange,
|
| 431 |
+
"instrument_token": token,
|
| 432 |
+
"quantity": quantity,
|
| 433 |
+
"sellable_quantity": _first_number(item.get("sellableQuantity")),
|
| 434 |
+
"average_price": average_price,
|
| 435 |
+
"last_traded_price": ltp,
|
| 436 |
+
"market_value": market_value,
|
| 437 |
+
"cost_value": holding_cost,
|
| 438 |
+
"pnl": pnl,
|
| 439 |
+
"pnl_pct": pnl_pct,
|
| 440 |
+
}
|
| 441 |
+
|
| 442 |
+
def _normalize_position(
|
| 443 |
+
self,
|
| 444 |
+
item: dict[str, Any],
|
| 445 |
+
quote_map: dict[str, dict[str, Any]],
|
| 446 |
+
) -> dict[str, Any]:
|
| 447 |
+
token = _first_text(item.get("tok"), item.get("instrumentToken"), item.get("exchangeIdentifier"))
|
| 448 |
+
exchange = _first_text(item.get("exSeg"), item.get("exchangeSegment"))
|
| 449 |
+
quote = quote_map.get(f"{exchange}|{token}", {}) if token and exchange else {}
|
| 450 |
+
|
| 451 |
+
multiplier = _first_number(item.get("multiplier")) or 1.0
|
| 452 |
+
buy_qty = _first_number(
|
| 453 |
+
item.get("buyQty"),
|
| 454 |
+
_sum_numbers(item.get("cfBuyQty"), item.get("flBuyQty")),
|
| 455 |
+
)
|
| 456 |
+
sell_qty = _first_number(
|
| 457 |
+
item.get("sellQty"),
|
| 458 |
+
_sum_numbers(item.get("cfSellQty"), item.get("flSellQty")),
|
| 459 |
+
)
|
| 460 |
+
qty = _first_number(item.get("netQty"), item.get("qty"))
|
| 461 |
+
|
| 462 |
+
if qty is None and buy_qty is not None and sell_qty is not None:
|
| 463 |
+
qty = buy_qty - sell_qty
|
| 464 |
+
elif qty is None and buy_qty is not None and sell_qty is None:
|
| 465 |
+
qty = buy_qty
|
| 466 |
+
elif qty is None and sell_qty is not None:
|
| 467 |
+
qty = -sell_qty
|
| 468 |
+
|
| 469 |
+
average_price = _first_number(item.get("avgPrc"), item.get("averagePrice"))
|
| 470 |
+
ltp = _first_number(quote.get("last_traded_price"))
|
| 471 |
+
|
| 472 |
+
pnl = _first_number(
|
| 473 |
+
item.get("pnl"),
|
| 474 |
+
item.get("mtm"),
|
| 475 |
+
item.get("urmtom"),
|
| 476 |
+
item.get("unRealizedMtom"),
|
| 477 |
+
)
|
| 478 |
+
if pnl is None and qty is not None and average_price is not None and ltp is not None:
|
| 479 |
+
pnl = (ltp - average_price) * qty * multiplier
|
| 480 |
+
|
| 481 |
+
return {
|
| 482 |
+
"order_no": _first_text(item.get("nOrdNo")),
|
| 483 |
+
"symbol": _first_text(item.get("sym"), item.get("trdSym")),
|
| 484 |
+
"trading_symbol": _first_text(item.get("trdSym"), item.get("sym")),
|
| 485 |
+
"exchange_segment": exchange,
|
| 486 |
+
"instrument_token": token,
|
| 487 |
+
"product": _first_text(item.get("prod")),
|
| 488 |
+
"transaction_type": _first_text(item.get("trnsTp")),
|
| 489 |
+
"net_quantity": qty,
|
| 490 |
+
"average_price": average_price,
|
| 491 |
+
"last_traded_price": ltp,
|
| 492 |
+
"pnl": pnl,
|
| 493 |
+
"multiplier": multiplier,
|
| 494 |
+
"updated_at": _first_text(item.get("hsUpTm"), item.get("exTm"), item.get("flDtTm")),
|
| 495 |
+
}
|
| 496 |
+
|
| 497 |
+
|
| 498 |
+
kotak_neo_manager = KotakNeoManager()
|
scripts/__pycache__/retrain_opening_model.cpython-311.pyc
ADDED
|
Binary file (11.2 kB). View file
|
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