Get List of All FNO Stocks:

For Instructions Follow the Video then go For the Code Input:

All FNO Stocks from NSE Website: "AARTIIND", "ABB", "ABBOTINDIA", "ABCAPITAL", "ABFRL", "ACC", "ADANIENT", "ADANIPORTS", "ALKEM", "AMBUJACEM", "APOLLOHOSP", "APOLLOTYRE", "ASHOKLEY", "ASIANPAINT", "ASTRAL", "ATUL", "AUBANK", "AUROPHARMA", "AXISBANK", "BAJAJ-AUTO", "BAJAJFINSV", "BAJFINANCE", "BALKRISIND", "BALRAMCHIN", "BANDHANBNK", "BANKBARODA", "BATAINDIA", "BEL", "BERGEPAINT", "BHARATFORG", "BHARTIARTL", "BHEL", "BIOCON", "BOSCHLTD", "BPCL", "BRITANNIA", "BSOFT", "CANBK", "CANFINHOME", "CHAMBLFERT", "CHOLAFIN", "CIPLA", "COALINDIA", "COFORGE", "COLPAL", "CONCOR", "COROMANDEL", "CROMPTON", "CUB", "CUMMINSIND", "DABUR", "DALBHARAT", "DEEPAKNTR", "DIVISLAB", "DIXON", "DLF", "DRREDDY", "EICHERMOT", "ESCORTS", "EXIDEIND", "FEDERALBNK", "GAIL", "GLENMARK", "GMRINFRA", "GNFC", "GODREJCP", "GODREJPROP", "GRANULES", "GRASIM", "GUJGASLTD", "HAL", "HAVELLS", "HCLTECH", "HDFCAMC", "HDFCBANK", "HDFCLIFE", "HEROMOTOCO", "HINDALCO", "HINDCOPPER", "HINDPETRO", "HINDUNILVR", "ICICIBANK", "ICICIGI", "ICICIPRULI", "IDEA", "IDFC", "IDFCFIRSTB", "IEX", "IGL", "INDHOTEL", "INDIACEM", "INDIAMART", "INDIGO", "INDUSINDBK", "INDUSTOWER", "INFY", "IOC", "IPCALAB", "IRCTC", "ITC", "JINDALSTEL", "JKCEMENT", "JSWSTEEL", "JUBLFOOD", "KOTAKBANK", "LALPATHLAB", "LAURUSLABS", "LICHSGFIN", "LT", "LTF", "LTIM", "LTTS", "LUPIN", "M&M", "M&MFIN", "MANAPPURAM", "MARICO", "MARUTI", "MCX", "METROPOLIS", "MFSL", "MGL", "MOTHERSON", "MPHASIS", "MRF", "MUTHOOTFIN", "NATIONALUM", "NAUKRI", "NAVINFLUOR", "NESTLEIND", "NMDC", "NTPC", "OBEROIRLTY", "OFSS", "ONGC", "PAGEIND", "PEL", "PERSISTENT", "PETRONET", "PFC", "PIDILITIND", "PIIND", "PNB", "POLYCAB", "POWERGRID", "PVRINOX", "RAMCOCEM", "RBLBANK", "RECLTD", "RELIANCE", "SAIL", "SBICARD", "SBILIFE", "SBIN", "SHREECEM", "SHRIRAMFIN", "SIEMENS", "SRF", "SUNPHARMA", "SUNTV", "SYNGENE", "TATACHEM", "TATACOMM", "TATACONSUM", "TATAMOTORS", "TATAPOWER", "TATASTEEL", "TCS", "TECHM", "TITAN", "TORNTPHARM", "TRENT", "TVSMOTOR", "UBL", "ULTRACEMCO", "UNITDSPR", "UPL", "VEDL", "VOLTAS", "WIPRO", "ZYDUSLIFE"


import pandas as pd  
symbol='BANKNIFTY247105'
option_type='CE'
instruments=pd.read_csv('https://assets.upstox.com/market-quote/instruments/exchange/complete.csv.gz')
tradingsymbol=instruments[(instruments['tradingsymbol'].str.contains(symbol))
&(instruments['tradingsymbol'].str.contains(option_type))
&(instruments['last_price'].round()==9)]
tradingsymbol=tradingsymbol[['tradingsymbol','last_price']]
print(tradingsymbol['tradingsymbol'].iloc[0])

Get Option TradingSymbol Relevant to Last Price without Iteration:

For Instructions Follow the Video then go For the Code Input:


import pandas as pd  
instruments=pd.read_csv('https://assets.upstox.com/market-quote/instruments/exchange/complete.csv.gz')
instruments=instruments[instruments['instrument_type']=='FUTSTK']
tradingsymbol=instruments['tradingsymbol'].sort_values().str.extract(r'([A-Z-&]+)').drop_duplicates()
print(len(tradingsymbol[1:]),tradingsymbol[1:].to_string(index=False))


Output:
    AARTIIND
       ABB
ABBOTINDIA
 ABCAPITAL
     ABFRL
       ACC
  ADANIENT
ADANIPORTS
     ALKEM
 AMBUJACEM
APOLLOHOSP
APOLLOTYRE
  ASHOKLEY
ASIANPAINT
    ASTRAL
      ATUL
    AUBANK
AUROPHARMA
  AXISBANK
BAJAJ-AUTO
BAJAJFINSV
BAJFINANCE
BALKRISIND
BALRAMCHIN
BANDHANBNK
BANKBARODA
 BATAINDIA
       BEL
BERGEPAINT
BHARATFORG
BHARTIARTL
      BHEL
    BIOCON
  BOSCHLTD
      BPCL
 BRITANNIA
     BSOFT
     CANBK
CANFINHOME
CHAMBLFERT
  CHOLAFIN
     CIPLA
 COALINDIA
   COFORGE
    COLPAL
    CONCOR
COROMANDEL
  CROMPTON
       CUB
CUMMINSIND
     DABUR
 DALBHARAT
 DEEPAKNTR
  DIVISLAB
     DIXON
       DLF
   DRREDDY
 EICHERMOT
   ESCORTS
  EXIDEIND
FEDERALBNK
      GAIL
  GLENMARK
  GMRINFRA
      GNFC
  GODREJCP
GODREJPROP
  GRANULES
    GRASIM
 GUJGASLTD
       HAL
   HAVELLS
   HCLTECH
   HDFCAMC
  HDFCBANK
  HDFCLIFE
HEROMOTOCO
  HINDALCO
HINDCOPPER
 HINDPETRO
HINDUNILVR
 ICICIBANK
   ICICIGI
ICICIPRULI
      IDEA
      IDFC
IDFCFIRSTB
       IEX
       IGL
  INDHOTEL
  INDIACEM
 INDIAMART
    INDIGO
INDUSINDBK
INDUSTOWER
      INFY
       IOC
   IPCALAB
     IRCTC
       ITC
JINDALSTEL
  JKCEMENT
  JSWSTEEL
  JUBLFOOD
 KOTAKBANK
LALPATHLAB
LAURUSLABS
 LICHSGFIN
        LT
       LTF
      LTIM
      LTTS
     LUPIN
       M&M
    M&MFIN
MANAPPURAM
    MARICO
    MARUTI
       MCX
METROPOLIS
      MFSL
       MGL
 MOTHERSON
   MPHASIS
       MRF
MUTHOOTFIN
NATIONALUM
    NAUKRI
NAVINFLUOR
 NESTLEIND
      NMDC
      NTPC
OBEROIRLTY
      OFSS
      ONGC
   PAGEIND
       PEL
PERSISTENT
  PETRONET
       PFC
PIDILITIND
     PIIND
       PNB
   POLYCAB
 POWERGRID
   PVRINOX
  RAMCOCEM
   RBLBANK
    RECLTD
  RELIANCE
      SAIL
   SBICARD
   SBILIFE
      SBIN
  SHREECEM
SHRIRAMFIN
   SIEMENS
       SRF
 SUNPHARMA
     SUNTV
   SYNGENE
  TATACHEM
  TATACOMM
TATACONSUM
TATAMOTORS
 TATAPOWER
 TATASTEEL
       TCS
     TECHM
     TITAN
TORNTPHARM
     TRENT
  TVSMOTOR
       UBL
ULTRACEMCO
  UNITDSPR
       UPL
      VEDL
    VOLTAS
     WIPRO
 ZYDUSLIFE

Fetch ATM|OTM|ITM Data:

For Instructions Follow the Video then go For the Code Input:


import pandas as pd 
import requests
import sys
access_token=open('C:/Users/VIKASH/Desktop/upstox/upa/access_token.txt').read().strip()
headers={
       'Authorization':f'Bearer: {access_token}'
}
index='NSE_INDEX|Nifty Bank'
#instruments=pd.read_csv('https://assets.upstox.com/market-quote/instruments/exchange/complete.csv.gz')
instruments=pd.read_csv('instruments.csv')
#last_price=instruments[instruments['name']==index]
#print(last_price['last_price'])
#sys.exit()
spotsymbol='BANKNIFTY'
option_type='CE'
strike_level=100
market_quote=requests.get(f'https://api.upstox.com/v2/market-quote/ltp?symbol={index}',headers=headers)
strike_price=100*round(market_quote.json()['data']['NSE_INDEX:Nifty Bank']['last_price']/100)
tradingsymbol=spotsymbol+'24JUN'+str(strike_price+strike_level)+option_type
instrument_key=instruments[instruments['tradingsymbol']==tradingsymbol]
instrument_key=instrument_key['instrument_key'].iloc[0]
OTM=requests.get(f'https://api.upstox.com/v2/market-quote/ltp?symbol={instrument_key}',headers=headers)
print(OTM.json()['data'][f'NSE_FO:{tradingsymbol}']['instrument_token'])

Retrieve Market Quote such as Full Market Quote|OHLC|LTP in Python:

For Instructions Follow the Video then go For the Code Input:


import pandas as pd 
import requests
access_token=open('C:/Users/VIKASH/Desktop/upstox/upa/access_token.txt').read().strip()
headers={
       'Authorization':f'Bearer: {access_token}'
}
instruments=pd.read_csv('https://assets.upstox.com/market-quote/instruments/exchange/complete.csv.gz')
spotsymbol='BANKNIFTY'
strike='50000'
option_type='CE'
def get_instrument_key(spotsymbol,strike,option_type):
       instruments['tradingsymbol']=instruments['tradingsymbol'].fillna('')
       instrument_key=instruments[(instruments['tradingsymbol'].str.contains(spotsymbol))
       &(instruments['tradingsymbol'].str.contains(strike))
              &(instruments['tradingsymbol'].str.contains(option_type))].sort_values('expiry')
       return instrument_key['instrument_key'].iloc[0]
key=get_instrument_key(spotsymbol,strike,option_type)
market_quote=requests.get(f'https://api.upstox.com/v2/market-quote/ltp?symbol={key}&interval=1d',headers=headers)
print(market_quote.json()['data']['NSE_FO:BANKNIFTY2461950000CE']['last_price'])

Fetch Premium Based TradingSymbol:

For Instructions Follow the Video then go For the Code Input:


#BANKNIFTY+YYMMDD+STRIKEPRICE+CE
#Index(['instrument_key', 'exchange_token', 'tradingsymbol', 'name',
       #'last_price', 'expiry', 'strike', 'tick_size', 'lot_size',
       #'instrument_type', 'option_type', 'exchange'],
      #dtype='object')
spotsymbol='BANKNIFTY'
expiry='19'
CE=False
PE=True
premium={}
price=10.0
import pandas as pd  
#instruments=pd.read_csv('https://assets.upstox.com/market-quote/instruments/exchange/complete.csv.gz')
instruments=pd.read_csv('instruments.csv')
instruments['tradingsymbol']=instruments['tradingsymbol'].fillna('')
tradingsymbol=instruments[(instruments['tradingsymbol'].str.contains(spotsymbol))
&(instruments['expiry'].str.contains(expiry))]
if PE:
       CET=tradingsymbol.sort_values('tradingsymbol',ascending=False)
       CES=CET['tradingsymbol'].to_list()
       CEP=CET['last_price'].round().to_list()
       for x,y in zip(CEP,CES):
              premium.update({x:y})
print(premium[8.0][-2:])

Fetch Instrument Key of Trading Symbol Using Upstox API in Python:

For Instructions Follow the Video then go For Code Input:

Sample Output HTML Table Given Below this need to Processed Further for Sorting and Fetching the Desired Instrument Key:

	instrument_key	exchange_token	tradingsymbol	name	last_price	expiry	strike	tick_size	lot_size	instrument_type	option_type	exchange
4055	NSE_EQ\|INF174K01F59	5851.0	BANKNIFTY1	KOTAKMAMC-KOTAKBKETF	511.69	NaN	NaN	0.01	1.0	EQUITY	NaN	NSE_EQ
7706	NSE_FO\|38469	38469.0	BANKNIFTY24AUG42000PE	NaN	63.10	2024-08-28	42000.0	0.05	15.0	OPTIDX	PE	NSE_FO
7750	NSE_FO\|38855	38855.0	BANKNIFTY24JUL39500CE	NaN	8525.20	2024-07-31	39500.0	0.05	15.0	OPTIDX	CE	NSE_FO
7751	NSE_FO\|38856	38856.0	BANKNIFTY24JUL39500PE	NaN	16.75	2024-07-31	39500.0	0.05	15.0	OPTIDX	PE	NSE_FO
7752	NSE_FO\|38859	38859.0	BANKNIFTY24JUL40000CE	NaN	8989.85	2024-07-31	40000.0	0.05	15.0	OPTIDX	CE	NSE_FO
7753	NSE_FO\|38860	38860.0	BANKNIFTY24JUL40000PE	NaN	24.45	2024-07-31	40000.0	0.05	15.0	OPTIDX	PE	NSE_FO
7773	NSE_FO\|39006	39006.0	BANKNIFTY24JUL40500CE	NaN	8510.15	2024-07-31	40500.0	0.05	15.0	OPTIDX	CE	NSE_FO
7774	NSE_FO\|39007	39007.0	BANKNIFTY24JUL40500PE	NaN	23.00	2024-07-31	40500.0	0.05	15.0	OPTIDX	PE	NSE_FO
7775	NSE_FO\|39008	39008.0	BANKNIFTY24JUL41000CE	NaN	8034.10	2024-07-31	41000.0	0.05	15.0	OPTIDX	CE	NSE_FO
7776	NSE_FO\|39009	39009.0	BANKNIFTY24JUL41000PE	NaN	29.00	2024-07-31	41000.0	0.05	15.0	OPTIDX	PE	NSE_FO
7777	NSE_FO\|39010	39010.0	BANKNIFTY24JUL41500CE	NaN	7562.75	2024-07-31	41500.0	0.05	15.0	OPTIDX	CE	NSE_FO
7778	NSE_FO\|39011	39011.0	BANKNIFTY24JUL41500PE	NaN	32.00	2024-07-31	41500.0	0.05	15.0	OPTIDX	PE	NSE_FO
7793	NSE_FO\|39075	39075.0	BANKNIFTY24JUN43800CE	NaN	5549.85	2024-06-26	43800.0	0.05	15.0	OPTIDX	CE	NSE_FO
7794	NSE_FO\|39076	39076.0	BANKNIFTY24JUN43800PE	NaN	8.75	2024-06-26	43800.0	0.05	15.0	OPTIDX	PE	NSE_FO
7938	NSE_FO\|39408	39408.0	BANKNIFTY24JUN43900CE	NaN	5452.60	2024-06-26	43900.0	0.05	15.0	OPTIDX	CE	NSE_FO
7941	NSE_FO\|39411	39411.0	BANKNIFTY24JUN43900PE	NaN	30.90	2024-06-26	43900.0	0.05	15.0	OPTIDX	PE	NSE_FO
8063	NSE_FO\|39677	39677.0	BANKNIFTY24AUG42500CE	NaN	6853.85	2024-08-28	42500.0	0.05	15.0	OPTIDX	CE	NSE_FO
8064	NSE_FO\|39678	39678.0	BANKNIFTY24AUG42500PE	NaN	104.35	2024-08-28	42500.0	0.05	15.0	OPTIDX	PE	NSE_FO
8069	NSE_FO\|39740	39740.0	BANKNIFTY24JUL42000CE	NaN	7097.10	2024-07-31	42000.0	0.05	15.0	OPTIDX	CE	NSE_FO
8080	NSE_FO\|39835	39835.0	BANKNIFTY24JUN44000CE	NaN	5895.55	2024-06-26	44000.0	0.05	15.0	OPTIDX	CE	NSE_FO
8081	NSE_FO\|39837	39837.0	BANKNIFTY24JUN44000PE	NaN	10.40	2024-06-26	44000.0	0.05	15.0	OPTIDX	PE	NSE_FO
8082	NSE_FO\|39838	39838.0	BANKNIFTY24JUN44100CE	NaN	5259.65	2024-06-26	44100.0	0.05	15.0	OPTIDX	CE	NSE_FO
8083	NSE_FO\|39839	39839.0	BANKNIFTY24JUN44100PE	NaN	13.35	2024-06-26	44100.0	0.05	15.0	OPTIDX	PE	NSE_FO
8102	NSE_FO\|39983	39983.0	BANKNIFTY24JUN44200CE	NaN	5109.80	2024-06-26	44200.0	0.05	15.0	OPTIDX	CE	NSE_FO
8108	NSE_FO\|39996	39996.0	BANKNIFTY24JUN44200PE	NaN	20.00	2024-06-26	44200.0	0.05	15.0	OPTIDX	PE	NSE_FO
8158	NSE_FO\|40536	40536.0	BANKNIFTY24JUL42000PE	NaN	31.10	2024-07-31	42000.0	0.05	15.0	OPTIDX	PE	NSE_FO
8165	NSE_FO\|40595	40595.0	BANKNIFTY24AUG43000CE	NaN	6393.85	2024-08-28	43000.0	0.05	15.0	OPTIDX	CE	NSE_FO
8166	NSE_FO\|40596	40596.0	BANKNIFTY24AUG43000PE	NaN	137.00	2024-08-28	43000.0	0.05	15.0	OPTIDX	PE	NSE_FO
8167	NSE_FO\|40615	40615.0	BANKNIFTY24JUN44300CE	NaN	5737.70	2024-06-26	44300.0	0.05	15.0	OPTIDX	CE	NSE_FO
8168	NSE_FO\|40616	40616.0	BANKNIFTY24JUN44300PE	NaN	9.50	2024-06-26	44300.0	0.05	15.0	OPTIDX	PE	NSE_FO
8169	NSE_FO\|40617	40617.0	BANKNIFTY24JUN44400CE	NaN	4936.50	2024-06-26	44400.0	0.05	15.0	OPTIDX	CE	NSE_FO
8170	NSE_FO\|40620	40620.0	BANKNIFTY24JUN44400PE	NaN	12.25	2024-06-26	44400.0	0.05	15.0	OPTIDX	PE	NSE_FO
8171	NSE_FO\|40667	40667.0	BANKNIFTY24JUN44500CE	NaN	5550.00	2024-06-26	44500.0	0.05	15.0	OPTIDX	CE	NSE_FO
8172	NSE_FO\|40672	40672.0	BANKNIFTY24JUN44500PE	NaN	11.65	2024-06-26	44500.0	0.05	15.0	OPTIDX	PE	NSE_FO
9173	NSE_FO\|46475	46475.0	BANKNIFTY24AUG49400CE	NaN	1765.95	2024-08-28	49400.0	0.05	15.0	OPTIDX	CE	NSE_FO
9174	NSE_FO\|46476	46476.0	BANKNIFTY24AUG49400PE	NaN	1000.00	2024-08-28	49400.0	0.05	15.0	OPTIDX	PE	NSE_FO
9176	NSE_FO\|46479	46479.0	BANKNIFTY24AUG49500CE	NaN	1968.10	2024-08-28	49500.0	0.05	15.0	OPTIDX	CE	NSE_FO
9463	NSE_FO\|46936	46936.0	BANKNIFTY24JUN47700PE	NaN	85.35	2024-06-26	47700.0	0.05	15.0	OPTIDX	PE	NSE_FO
9464	NSE_FO\|46937	46937.0	BANKNIFTY24JUN47800CE	NaN	2210.45	2024-06-26	47800.0	0.05	15.0	OPTIDX	CE	NSE_FO
9471	NSE_FO\|46944	46944.0	BANKNIFTY24JUN47800PE	NaN	93.45	2024-06-26	47800.0	0.05	15.0	OPTIDX	PE	NSE_FO
9474	NSE_FO\|46947	46947.0	BANKNIFTY24JUN47900CE	NaN	2122.75	2024-06-26	47900.0	0.05	15.0	OPTIDX	CE	NSE_FO
9555	NSE_FO\|47180	47180.0	BANKNIFTY24JUN47900PE	NaN	104.20	2024-06-26	47900.0	0.05	15.0	OPTIDX	PE	NSE_FO
9556	NSE_FO\|47185	47185.0	BANKNIFTY24JUN48100CE	NaN	1916.60	2024-06-26	48100.0	0.05	15.0	OPTIDX	CE	NSE_FO
9557	NSE_FO\|47186	47186.0	BANKNIFTY24JUN48100PE	NaN	125.45	2024-06-26	48100.0	0.05	15.0	OPTIDX	PE	NSE_FO
9558	NSE_FO\|47187	47187.0	BANKNIFTY24JUN48200CE	NaN	1839.90	2024-06-26	48200.0	0.05	15.0	OPTIDX	CE	NSE_FO
9575	NSE_FO\|47236	47236.0	BANKNIFTY24AUG49500PE	NaN	1045.85	2024-08-28	49500.0	0.05	15.0	OPTIDX	PE	NSE_FO
9576	NSE_FO\|47237	47237.0	BANKNIFTY24AUG49600CE	NaN	1673.20	2024-08-28	49600.0	0.05	15.0	OPTIDX	CE	NSE_FO
9577	NSE_FO\|47239	47239.0	BANKNIFTY24AUG49600PE	NaN	1878.55	2024-08-28	49600.0	0.05	15.0	OPTIDX	PE	NSE_FO
9578	NSE_FO\|47244	47244.0	BANKNIFTY24AUG49700CE	NaN	1889.75	2024-08-28	49700.0	0.05	15.0	OPTIDX	CE	NSE_FO
9579	NSE_FO\|47245	47245.0	BANKNIFTY24AUG49700PE	NaN	1363.15	2024-08-28	49700.0	0.05	15.0	OPTIDX	PE	NSE_FO
9580	NSE_FO\|47246	47246.0	BANKNIFTY24AUG49800CE	NaN	1583.95	2024-08-28	49800.0	0.05	15.0	OPTIDX	CE	NSE_FO
9745	NSE_FO\|47612	47612.0	BANKNIFTY24AUG49800PE	NaN	1269.55	2024-08-28	49800.0	0.05	15.0	OPTIDX	PE	NSE_FO
9746	NSE_FO\|47616	47616.0	BANKNIFTY24AUG49900CE	NaN	2549.50	2024-08-28	49900.0	0.05	15.0	OPTIDX	CE	NSE_FO
9747	NSE_FO\|47618	47618.0	BANKNIFTY24AUG49900PE	NaN	1218.35	2024-08-28	49900.0	0.05	15.0	OPTIDX	PE	NSE_FO
9748	NSE_FO\|47619	47619.0	BANKNIFTY24AUG50000CE	NaN	1687.90	2024-08-28	50000.0	0.05	15.0	OPTIDX	CE	NSE_FO
9749	NSE_FO\|47620	47620.0	BANKNIFTY24AUG50000PE	NaN	1269.60	2024-08-28	50000.0	0.05	15.0	OPTIDX	PE	NSE_FO
9750	NSE_FO\|47621	47621.0	BANKNIFTY24AUG50100CE	NaN	1456.35	2024-08-28	50100.0	0.05	15.0	OPTIDX	CE	NSE_FO
9831	NSE_FO\|48095	48095.0	BANKNIFTY24AUG52200PE	NaN	3522.30	2024-08-28	52200.0	0.05	15.0	OPTIDX	PE	NSE_FO
9832	NSE_FO\|48099	48099.0	BANKNIFTY24AUG52300CE	NaN	741.00	2024-08-28	52300.0	0.05	15.0	OPTIDX	CE	NSE_FO
9833	NSE_FO\|48100	48100.0	BANKNIFTY24AUG52300PE	NaN	3597.65	2024-08-28	52300.0	0.05	15.0	OPTIDX	PE	NSE_FO
9834	NSE_FO\|48101	48101.0	BANKNIFTY24AUG52400CE	NaN	716.80	2024-08-28	52400.0	0.05	15.0	OPTIDX	CE	NSE_FO
9835	NSE_FO\|48102	48102.0	BANKNIFTY24AUG52400PE	NaN	3671.70	2024-08-28	52400.0	0.05	15.0	OPTIDX	PE	NSE_FO
9836	NSE_FO\|48103	48103.0	BANKNIFTY24AUG52500CE	NaN	693.30	2024-08-28	52500.0	0.05	15.0	OPTIDX	CE	NSE_FO
9837	NSE_FO\|48104	48104.0	BANKNIFTY24AUG52500PE	NaN	3000.00	2024-08-28	52500.0	0.05	15.0	OPTIDX	PE	NSE_FO
9838	NSE_FO\|48107	48107.0	BANKNIFTY24AUG52600CE	NaN	670.40	2024-08-28	52600.0	0.05	15.0	OPTIDX	CE	NSE_FO
9839	NSE_FO\|48108	48108.0	BANKNIFTY24AUG52600PE	NaN	3821.70	2024-08-28	52600.0	0.05	15.0	OPTIDX	PE	NSE_FO
9840	NSE_FO\|48109	48109.0	BANKNIFTY24AUG52700CE	NaN	648.15	2024-08-28	52700.0	0.05	15.0	OPTIDX	CE	NSE_FO
9841	NSE_FO\|48110	48110.0	BANKNIFTY24AUG52700PE	NaN	3897.60	2024-08-28	52700.0	0.05	15.0	OPTIDX	PE	NSE_FO
9842	NSE_FO\|48111	48111.0	BANKNIFTY24AUG52800CE	NaN	624.35	2024-08-28	52800.0	0.05	15.0	OPTIDX	CE	NSE_FO
9843	NSE_FO\|48114	48114.0	BANKNIFTY24AUG52800PE	NaN	3972.05	2024-08-28	52800.0	0.05	15.0	OPTIDX	PE	NSE_FO
9844	NSE_FO\|48115	48115.0	BANKNIFTY24AUG52900CE	NaN	603.15	2024-08-28	52900.0	0.05	15.0	OPTIDX	CE	NSE_FO
9845	NSE_FO\|48119	48119.0	BANKNIFTY24AUG52900PE	NaN	4049.05	2024-08-28	52900.0	0.05	15.0	OPTIDX	PE	NSE_FO
9846	NSE_FO\|48120	48120.0	BANKNIFTY24AUG53000CE	NaN	513.05	2024-08-28	53000.0	0.05	15.0	OPTIDX	CE	NSE_FO
9847	NSE_FO\|48130	48130.0	BANKNIFTY24AUG53000PE	NaN	4126.60	2024-08-28	53000.0	0.05	15.0	OPTIDX	PE	NSE_FO
9848	NSE_FO\|48131	48131.0	BANKNIFTY24AUG53100CE	NaN	562.50	2024-08-28	53100.0	0.05	15.0	OPTIDX	CE	NSE_FO
9849	NSE_FO\|48133	48133.0	BANKNIFTY24AUG53100PE	NaN	4204.75	2024-08-28	53100.0	0.05	15.0	OPTIDX	PE	NSE_FO
9850	NSE_FO\|48134	48134.0	BANKNIFTY24AUG53200CE	NaN	543.05	2024-08-28	53200.0	0.05	15.0	OPTIDX	CE	NSE_FO
9851	NSE_FO\|48146	48146.0	BANKNIFTY24AUG53200PE	NaN	4283.50	2024-08-28	53200.0	0.05	15.0	OPTIDX	PE	NSE_FO
9852	NSE_FO\|48148	48148.0	BANKNIFTY24AUG53300CE	NaN	524.10	2024-08-28	53300.0	0.05	15.0	OPTIDX	CE	NSE_FO
9853	NSE_FO\|48153	48153.0	BANKNIFTY24AUG53300PE	NaN	4362.80	2024-08-28	53300.0	0.05	15.0	OPTIDX	PE	NSE_FO
9854	NSE_FO\|48154	48154.0	BANKNIFTY24AUG53400CE	NaN	505.75	2024-08-28	53400.0	0.05	15.0	OPTIDX	CE	NSE_FO
9855	NSE_FO\|48162	48162.0	BANKNIFTY24AUG53400PE	NaN	4442.60	2024-08-28	53400.0	0.05	15.0	OPTIDX	PE	NSE_FO
9856	NSE_FO\|48163	48163.0	BANKNIFTY24AUG53500CE	NaN	925.00	2024-08-28	53500.0	0.05	15.0	OPTIDX	CE	NSE_FO
9857	NSE_FO\|48164	48164.0	BANKNIFTY24AUG53500PE	NaN	4522.95	2024-08-28	53500.0	0.05	15.0	OPTIDX	PE	NSE_FO
9858	NSE_FO\|48165	48165.0	BANKNIFTY24AUG53600CE	NaN	470.60	2024-08-28	53600.0	0.05	15.0	OPTIDX	CE	NSE_FO
9859	NSE_FO\|48166	48166.0	BANKNIFTY24AUG53600PE	NaN	4603.85	2024-08-28	53600.0	0.05	15.0	OPTIDX	PE	NSE_FO
9860	NSE_FO\|48167	48167.0	BANKNIFTY24AUG53700CE	NaN	453.75	2024-08-28	53700.0	0.05	15.0	OPTIDX	CE	NSE_FO
9861	NSE_FO\|48168	48168.0	BANKNIFTY24AUG53700PE	NaN	4685.25	2024-08-28	53700.0	0.05	15.0	OPTIDX	PE	NSE_FO
9862	NSE_FO\|48169	48169.0	BANKNIFTY24AUG53800CE	NaN	437.45	2024-08-28	53800.0	0.05	15.0	OPTIDX	CE	NSE_FO
9863	NSE_FO\|48173	48173.0	BANKNIFTY24AUG53800PE	NaN	4767.15	2024-08-28	53800.0	0.05	15.0	OPTIDX	PE	NSE_FO
9864	NSE_FO\|48174	48174.0	BANKNIFTY24AUG53900CE	NaN	421.65	2024-08-28	53900.0	0.05	15.0	OPTIDX	CE	NSE_FO
9865	NSE_FO\|48175	48175.0	BANKNIFTY24AUG53900PE	NaN	4849.50	2024-08-28	53900.0	0.05	15.0	OPTIDX	PE	NSE_FO
9866	NSE_FO\|48179	48179.0	BANKNIFTY24AUG54000CE	NaN	500.00	2024-08-28	54000.0	0.05	15.0	OPTIDX	CE	NSE_FO
9867	NSE_FO\|48180	48180.0	BANKNIFTY24AUG54000PE	NaN	4932.40	2024-08-28	54000.0	0.05	15.0	OPTIDX	PE	NSE_FO
9870	NSE_FO\|48205	48205.0	BANKNIFTY24AUG54500CE	NaN	336.50	2024-08-28	54500.0	0.05	15.0	OPTIDX	CE	NSE_FO
9871	NSE_FO\|48206	48206.0	BANKNIFTY24AUG54500PE	NaN	5353.55	2024-08-28	54500.0	0.05	15.0	OPTIDX	PE	NSE_FO
9872	NSE_FO\|48207	48207.0	BANKNIFTY24AUG55000CE	NaN	260.00	2024-08-28	55000.0	0.05	15.0	OPTIDX	CE	NSE_FO
9873	NSE_FO\|48208	48208.0	BANKNIFTY24AUG55000PE	NaN	5785.15	2024-08-28	55000.0	0.05	15.0	OPTIDX	PE	NSE_FO
9874	NSE_FO\|48209	48209.0	BANKNIFTY24AUG55500CE	NaN	447.00	2024-08-28	55500.0	0.05	15.0	OPTIDX	CE	NSE_FO
9875	NSE_FO\|48210	48210.0	BANKNIFTY24AUG55500PE	NaN	6225.95	2024-08-28	55500.0	0.05	15.0	OPTIDX	PE	NSE_FO
9877	NSE_FO\|48214	48214.0	BANKNIFTY24AUG56000CE	NaN	184.80	2024-08-28	56000.0	0.05	15.0	OPTIDX	CE	NSE_FO
9878	NSE_FO\|48215	48215.0	BANKNIFTY24AUG56000PE	NaN	6674.85	2024-08-28	56000.0	0.05	15.0	OPTIDX	PE	NSE_FO
9880	NSE_FO\|48218	48218.0	BANKNIFTY24AUG56500CE	NaN	149.70	2024-08-28	56500.0	0.05	15.0	OPTIDX	CE	NSE_FO
9881	NSE_FO\|48219	48219.0	BANKNIFTY24AUG56500PE	NaN	7130.75	2024-08-28	56500.0	0.05	15.0	OPTIDX	PE	NSE_FO
9882	NSE_FO\|48220	48220.0	BANKNIFTY24AUG57000CE	NaN	225.00	2024-08-28	57000.0	0.05	15.0	OPTIDX	CE	NSE_FO
9883	NSE_FO\|48221	48221.0	BANKNIFTY24AUG57000PE	NaN	7592.65	2024-08-28	57000.0	0.05	15.0	OPTIDX	PE	NSE_FO
9884	NSE_FO\|48222	48222.0	BANKNIFTY24AUG57500CE	NaN	319.25	2024-08-28	57500.0	0.05	15.0	OPTIDX	CE	NSE_FO
9885	NSE_FO\|48223	48223.0	BANKNIFTY24AUG57500PE	NaN	8059.65	2024-08-28	57500.0	0.05	15.0	OPTIDX	PE	NSE_FO
9886	NSE_FO\|48224	48224.0	BANKNIFTY24AUG58000CE	NaN	247.00	2024-08-28	58000.0	0.05	15.0	OPTIDX	CE	NSE_FO
9887	NSE_FO\|48225	48225.0	BANKNIFTY24AUG58000PE	NaN	8531.05	2024-08-28	58000.0	0.05	15.0	OPTIDX	PE	NSE_FO
9888	NSE_FO\|48226	48226.0	BANKNIFTY24AUG58500CE	NaN	63.50	2024-08-28	58500.0	0.05	15.0	OPTIDX	CE	NSE_FO
9889	NSE_FO\|48231	48231.0	BANKNIFTY24AUG58500PE	NaN	9006.10	2024-08-28	58500.0	0.05	15.0	OPTIDX	PE	NSE_FO
9902	NSE_FO\|48475	48475.0	BANKNIFTY24JUL43000CE	NaN	7210.00	2024-07-31	43000.0	0.05	15.0	OPTIDX	CE	NSE_FO
9903	NSE_FO\|48476	48476.0	BANKNIFTY24JUN48200PE	NaN	137.20	2024-06-26	48200.0	0.05	15.0	OPTIDX	PE	NSE_FO
9904	NSE_FO\|48477	48477.0	BANKNIFTY24JUN48300CE	NaN	1749.30	2024-06-26	48300.0	0.05	15.0	OPTIDX	CE	NSE_FO
10067	NSE_FO\|49860	49860.0	BANKNIFTY24JUL43000PE	NaN	41.15	2024-07-31	43000.0	0.05	15.0	OPTIDX	PE	NSE_FO
10099	NSE_FO\|50247	50247.0	BANKNIFTY24JUL43500CE	NaN	6500.00	2024-07-31	43500.0	0.05	15.0	OPTIDX	CE	NSE_FO
10102	NSE_FO\|50260	50260.0	BANKNIFTY24JUL43500PE	NaN	51.25	2024-07-31	43500.0	0.05	15.0	OPTIDX	PE	NSE_FO
10103	NSE_FO\|50273	50273.0	BANKNIFTY24JUL43900CE	NaN	5402.35	2024-07-31	43900.0	0.05	15.0	OPTIDX	CE	NSE_FO
10104	NSE_FO\|50278	50278.0	BANKNIFTY24JUL43900PE	NaN	95.80	2024-07-31	43900.0	0.05	15.0	OPTIDX	PE	NSE_FO
10105	NSE_FO\|50280	50280.0	BANKNIFTY24JUL44000CE	NaN	6363.00	2024-07-31	44000.0	0.05	15.0	OPTIDX	CE	NSE_FO
10106	NSE_FO\|50289	50289.0	BANKNIFTY24JUL44000PE	NaN	57.50	2024-07-31	44000.0	0.05	15.0	OPTIDX	PE	NSE_FO
10107	NSE_FO\|50290	50290.0	BANKNIFTY24JUL44100CE	NaN	5232.85	2024-07-31	44100.0	0.05	15.0	OPTIDX	CE	NSE_FO
10108	NSE_FO\|50295	50295.0	BANKNIFTY24JUL44100PE	NaN	168.90	2024-07-31	44100.0	0.05	15.0	OPTIDX	PE	NSE_FO
10109	NSE_FO\|50298	50298.0	BANKNIFTY24JUL44200CE	NaN	3443.10	2024-07-31	44200.0	0.05	15.0	OPTIDX	CE	NSE_FO
10110	NSE_FO\|50299	50299.0	BANKNIFTY24JUL44200PE	NaN	302.00	2024-07-31	44200.0	0.05	15.0	OPTIDX	PE	NSE_FO
10111	NSE_FO\|50300	50300.0	BANKNIFTY24JUL44300CE	NaN	5765.00	2024-07-31	44300.0	0.05	15.0	OPTIDX	CE	NSE_FO
10112	NSE_FO\|50301	50301.0	BANKNIFTY24JUL44300PE	NaN	316.65	2024-07-31	44300.0	0.05	15.0	OPTIDX	PE	NSE_FO
10113	NSE_FO\|50302	50302.0	BANKNIFTY24JUL44400CE	NaN	5136.35	2024-07-31	44400.0	0.05	15.0	OPTIDX	CE	NSE_FO
10114	NSE_FO\|50303	50303.0	BANKNIFTY24JUL44400PE	NaN	331.80	2024-07-31	44400.0	0.05	15.0	OPTIDX	PE	NSE_FO
10157	NSE_FO\|50371	50371.0	BANKNIFTY24JUL46300CE	NaN	4036.80	2024-07-31	46300.0	0.05	15.0	OPTIDX	CE	NSE_FO
10158	NSE_FO\|50374	50374.0	BANKNIFTY24JUL46300PE	NaN	187.15	2024-07-31	46300.0	0.05	15.0	OPTIDX	PE	NSE_FO
10234	NSE_FO\|50504	50504.0	BANKNIFTY24JUL49400PE	NaN	853.50	2024-07-31	49400.0	0.05	15.0	OPTIDX	PE	NSE_FO
10235	NSE_FO\|50505	50505.0	BANKNIFTY24JUL49500CE	NaN	1539.15	2024-07-31	49500.0	0.05	15.0	OPTIDX	CE	NSE_FO
10236	NSE_FO\|50510	50510.0	BANKNIFTY24JUL49500PE	NaN	887.05	2024-07-31	49500.0	0.05	15.0	OPTIDX	PE	NSE_FO
10237	NSE_FO\|50511	50511.0	BANKNIFTY24JUL49600CE	NaN	1488.70	2024-07-31	49600.0	0.05	15.0	OPTIDX	CE	NSE_FO
10238	NSE_FO\|50512	50512.0	BANKNIFTY24JUL49600PE	NaN	928.85	2024-07-31	49600.0	0.05	15.0	OPTIDX	PE	NSE_FO
10239	NSE_FO\|50513	50513.0	BANKNIFTY24JUL49700CE	NaN	1416.55	2024-07-31	49700.0	0.05	15.0	OPTIDX	CE	NSE_FO
10240	NSE_FO\|50514	50514.0	BANKNIFTY24JUL49700PE	NaN	967.40	2024-07-31	49700.0	0.05	15.0	OPTIDX	PE	NSE_FO
10241	NSE_FO\|50515	50515.0	BANKNIFTY24JUL49800CE	NaN	1382.20	2024-07-31	49800.0	0.05	15.0	OPTIDX	CE	NSE_FO
10242	NSE_FO\|50516	50516.0	BANKNIFTY24JUL49800PE	NaN	1023.40	2024-07-31	49800.0	0.05	15.0	OPTIDX	PE	NSE_FO
10243	NSE_FO\|50517	50517.0	BANKNIFTY24JUL49900CE	NaN	1304.50	2024-07-31	49900.0	0.05	15.0	OPTIDX	CE	NSE_FO
10244	NSE_FO\|50518	50518.0	BANKNIFTY24JUL49900PE	NaN	1053.65	2024-07-31	49900.0	0.05	15.0	OPTIDX	PE	NSE_FO
10245	NSE_FO\|50519	50519.0	BANKNIFTY24JUL50000CE	NaN	1264.75	2024-07-31	50000.0	0.05	15.0	OPTIDX	CE	NSE_FO
10246	NSE_FO\|50520	50520.0	BANKNIFTY24JUL50000PE	NaN	1092.30	2024-07-31	50000.0	0.05	15.0	OPTIDX	PE	NSE_FO
10247	NSE_FO\|50521	50521.0	BANKNIFTY24JUL50100CE	NaN	1142.60	2024-07-31	50100.0	0.05	15.0	OPTIDX	CE	NSE_FO
10248	NSE_FO\|50522	50522.0	BANKNIFTY24JUN48600PE	NaN	198.40	2024-06-26	48600.0	0.05	15.0	OPTIDX	PE	NSE_FO
10249	NSE_FO\|50524	50524.0	BANKNIFTY24JUL50100PE	NaN	1145.65	2024-07-31	50100.0	0.05	15.0	OPTIDX	PE	NSE_FO
10252	NSE_FO\|50531	50531.0	BANKNIFTY24JUN48700CE	NaN	1429.70	2024-06-26	48700.0	0.05	15.0	OPTIDX	CE	NSE_FO
10254	NSE_FO\|50533	50533.0	BANKNIFTY24JUN48700PE	NaN	216.20	2024-06-26	48700.0	0.05	15.0	OPTIDX	PE	NSE_FO
10255	NSE_FO\|50534	50534.0	BANKNIFTY24JUN48800CE	NaN	1333.70	2024-06-26	48800.0	0.05	15.0	OPTIDX	CE	NSE_FO
10256	NSE_FO\|50535	50535.0	BANKNIFTY24JUN48800PE	NaN	236.95	2024-06-26	48800.0	0.05	15.0	OPTIDX	PE	NSE_FO
10257	NSE_FO\|50536	50536.0	BANKNIFTY24JUN48900CE	NaN	1259.15	2024-06-26	48900.0	0.05	15.0	OPTIDX	CE	NSE_FO
10263	NSE_FO\|50542	50542.0	BANKNIFTY24JUL50200CE	NaN	1167.65	2024-07-31	50200.0	0.05	15.0	OPTIDX	CE	NSE_FO
10274	NSE_FO\|50558	50558.0	BANKNIFTY24JUL50200PE	NaN	1188.95	2024-07-31	50200.0	0.05	15.0	OPTIDX	PE	NSE_FO
10275	NSE_FO\|50559	50559.0	BANKNIFTY24JUL50300CE	NaN	1115.00	2024-07-31	50300.0	0.05	15.0	OPTIDX	CE	NSE_FO
10276	NSE_FO\|50567	50567.0	BANKNIFTY24JUL50300PE	NaN	1194.35	2024-07-31	50300.0	0.05	15.0	OPTIDX	PE	NSE_FO
10277	NSE_FO\|50570	50570.0	BANKNIFTY24JUL50400CE	NaN	1090.00	2024-07-31	50400.0	0.05	15.0	OPTIDX	CE	NSE_FO
10278	NSE_FO\|50571	50571.0	BANKNIFTY24JUL50400PE	NaN	1195.05	2024-07-31	50400.0	0.05	15.0	OPTIDX	PE	NSE_FO
10279	NSE_FO\|50572	50572.0	BANKNIFTY24JUL50500CE	NaN	1024.30	2024-07-31	50500.0	0.05	15.0	OPTIDX	CE	NSE_FO
10280	NSE_FO\|50573	50573.0	BANKNIFTY24JUL50500PE	NaN	1335.55	2024-07-31	50500.0	0.05	15.0	OPTIDX	PE	NSE_FO
10281	NSE_FO\|50576	50576.0	BANKNIFTY24JUL50600CE	NaN	955.40	2024-07-31	50600.0	0.05	15.0	OPTIDX	CE	NSE_FO
10282	NSE_FO\|50579	50579.0	BANKNIFTY24JUL50600PE	NaN	3594.75	2024-07-31	50600.0	0.05	15.0	OPTIDX	PE	NSE_FO
10283	NSE_FO\|50580	50580.0	BANKNIFTY24JUL50700CE	NaN	933.70	2024-07-31	50700.0	0.05	15.0	OPTIDX	CE	NSE_FO
10284	NSE_FO\|50581	50581.0	BANKNIFTY24JUL50700PE	NaN	1465.20	2024-07-31	50700.0	0.05	15.0	OPTIDX	PE	NSE_FO
10285	NSE_FO\|50584	50584.0	BANKNIFTY24JUL50800CE	NaN	900.00	2024-07-31	50800.0	0.05	15.0	OPTIDX	CE	NSE_FO
10286	NSE_FO\|50585	50585.0	BANKNIFTY24JUL50800PE	NaN	3720.85	2024-07-31	50800.0	0.05	15.0	OPTIDX	PE	NSE_FO
10287	NSE_FO\|50591	50591.0	BANKNIFTY24JUL50900CE	NaN	781.40	2024-07-31	50900.0	0.05	15.0	OPTIDX	CE	NSE_FO
10288	NSE_FO\|50592	50592.0	BANKNIFTY24JUL50900PE	NaN	3799.35	2024-07-31	50900.0	0.05	15.0	OPTIDX	PE	NSE_FO
10289	NSE_FO\|50593	50593.0	BANKNIFTY24JUL51000CE	NaN	815.35	2024-07-31	51000.0	0.05	15.0	OPTIDX	CE	NSE_FO
10290	NSE_FO\|50594	50594.0	BANKNIFTY24JUL51000PE	NaN	1628.35	2024-07-31	51000.0	0.05	15.0	OPTIDX	PE	NSE_FO
10291	NSE_FO\|50595	50595.0	BANKNIFTY24JUL51100CE	NaN	752.00	2024-07-31	51100.0	0.05	15.0	OPTIDX	CE	NSE_FO
10292	NSE_FO\|50596	50596.0	BANKNIFTY24JUL51100PE	NaN	1723.20	2024-07-31	51100.0	0.05	15.0	OPTIDX	PE	NSE_FO
10293	NSE_FO\|50603	50603.0	BANKNIFTY24JUL51200CE	NaN	885.00	2024-07-31	51200.0	0.05	15.0	OPTIDX	CE	NSE_FO
10294	NSE_FO\|50604	50604.0	BANKNIFTY24JUL51200PE	NaN	2346.35	2024-07-31	51200.0	0.05	15.0	OPTIDX	PE	NSE_FO
10295	NSE_FO\|50605	50605.0	BANKNIFTY24JUL51300CE	NaN	841.00	2024-07-31	51300.0	0.05	15.0	OPTIDX	CE	NSE_FO
10296	NSE_FO\|50608	50608.0	BANKNIFTY24JUL51300PE	NaN	1771.85	2024-07-31	51300.0	0.05	15.0	OPTIDX	PE	NSE_FO
10297	NSE_FO\|50609	50609.0	BANKNIFTY24JUL51400CE	NaN	730.00	2024-07-31	51400.0	0.05	15.0	OPTIDX	CE	NSE_FO
10298	NSE_FO\|50610	50610.0	BANKNIFTY24JUL51400PE	NaN	1835.90	2024-07-31	51400.0	0.05	15.0	OPTIDX	PE	NSE_FO
10299	NSE_FO\|50613	50613.0	BANKNIFTY24JUL51500CE	NaN	623.75	2024-07-31	51500.0	0.05	15.0	OPTIDX	CE	NSE_FO
10300	NSE_FO\|50614	50614.0	BANKNIFTY24JUL51500PE	NaN	1872.40	2024-07-31	51500.0	0.05	15.0	OPTIDX	PE	NSE_FO
10301	NSE_FO\|50615	50615.0	BANKNIFTY24JUL51600CE	NaN	578.40	2024-07-31	51600.0	0.05	15.0	OPTIDX	CE	NSE_FO
10302	NSE_FO\|50616	50616.0	BANKNIFTY24JUL51600PE	NaN	1968.55	2024-07-31	51600.0	0.05	15.0	OPTIDX	PE	NSE_FO
10303	NSE_FO\|50617	50617.0	BANKNIFTY24JUL51700CE	NaN	901.75	2024-07-31	51700.0	0.05	15.0	OPTIDX	CE	NSE_FO
10304	NSE_FO\|50618	50618.0	BANKNIFTY24JUL51700PE	NaN	2705.05	2024-07-31	51700.0	0.05	15.0	OPTIDX	PE	NSE_FO
10305	NSE_FO\|50619	50619.0	BANKNIFTY24JUL51800CE	NaN	874.35	2024-07-31	51800.0	0.05	15.0	OPTIDX	CE	NSE_FO
10306	NSE_FO\|50620	50620.0	BANKNIFTY24JUL51800PE	NaN	4520.50	2024-07-31	51800.0	0.05	15.0	OPTIDX	PE	NSE_FO
10307	NSE_FO\|50621	50621.0	BANKNIFTY24JUL51900CE	NaN	847.65	2024-07-31	51900.0	0.05	15.0	OPTIDX	CE	NSE_FO
10309	NSE_FO\|50624	50624.0	BANKNIFTY24JUL51900PE	NaN	2301.40	2024-07-31	51900.0	0.05	15.0	OPTIDX	PE	NSE_FO
10310	NSE_FO\|50625	50625.0	BANKNIFTY24JUL52000CE	NaN	474.00	2024-07-31	52000.0	0.05	15.0	OPTIDX	CE	NSE_FO
10311	NSE_FO\|50626	50626.0	BANKNIFTY24JUL52000PE	NaN	2274.90	2024-07-31	52000.0	0.05	15.0	OPTIDX	PE	NSE_FO
10312	NSE_FO\|50627	50627.0	BANKNIFTY24JUL52100CE	NaN	796.10	2024-07-31	52100.0	0.05	15.0	OPTIDX	CE	NSE_FO
10313	NSE_FO\|50628	50628.0	BANKNIFTY24JUL52100PE	NaN	2337.10	2024-07-31	52100.0	0.05	15.0	OPTIDX	PE	NSE_FO
10314	NSE_FO\|50629	50629.0	BANKNIFTY24JUL52200CE	NaN	773.50	2024-07-31	52200.0	0.05	15.0	OPTIDX	CE	NSE_FO
10315	NSE_FO\|50630	50630.0	BANKNIFTY24JUL52200PE	NaN	2409.85	2024-07-31	52200.0	0.05	15.0	OPTIDX	PE	NSE_FO
10316	NSE_FO\|50631	50631.0	BANKNIFTY24JUL52300CE	NaN	749.45	2024-07-31	52300.0	0.05	15.0	OPTIDX	CE	NSE_FO
10317	NSE_FO\|50632	50632.0	BANKNIFTY24JUL52300PE	NaN	2310.75	2024-07-31	52300.0	0.05	15.0	OPTIDX	PE	NSE_FO
10318	NSE_FO\|50633	50633.0	BANKNIFTY24JUL52400CE	NaN	513.10	2024-07-31	52400.0	0.05	15.0	OPTIDX	CE	NSE_FO
10319	NSE_FO\|50634	50634.0	BANKNIFTY24JUL52400PE	NaN	2321.85	2024-07-31	52400.0	0.05	15.0	OPTIDX	PE	NSE_FO
10320	NSE_FO\|50637	50637.0	BANKNIFTY24JUL52500CE	NaN	349.15	2024-07-31	52500.0	0.05	15.0	OPTIDX	CE	NSE_FO
10321	NSE_FO\|50638	50638.0	BANKNIFTY24JUL52500PE	NaN	2600.90	2024-07-31	52500.0	0.05	15.0	OPTIDX	PE	NSE_FO
10323	NSE_FO\|50640	50640.0	BANKNIFTY24JUL52600CE	NaN	681.00	2024-07-31	52600.0	0.05	15.0	OPTIDX	CE	NSE_FO
10324	NSE_FO\|50641	50641.0	BANKNIFTY24JUL52600PE	NaN	2707.45	2024-07-31	52600.0	0.05	15.0	OPTIDX	PE	NSE_FO
10325	NSE_FO\|50651	50651.0	BANKNIFTY24JUL52700CE	NaN	657.30	2024-07-31	52700.0	0.05	15.0	OPTIDX	CE	NSE_FO
10326	NSE_FO\|50652	50652.0	BANKNIFTY24JUL52700PE	NaN	2788.65	2024-07-31	52700.0	0.05	15.0	OPTIDX	PE	NSE_FO
10327	NSE_FO\|50653	50653.0	BANKNIFTY24JUL52800CE	NaN	636.05	2024-07-31	52800.0	0.05	15.0	OPTIDX	CE	NSE_FO
10328	NSE_FO\|50654	50654.0	BANKNIFTY24JUL52800PE	NaN	2868.00	2024-07-31	52800.0	0.05	15.0	OPTIDX	PE	NSE_FO
10329	NSE_FO\|50655	50655.0	BANKNIFTY24JUL52900CE	NaN	350.05	2024-07-31	52900.0	0.05	15.0	OPTIDX	CE	NSE_FO
10330	NSE_FO\|50656	50656.0	BANKNIFTY24JUL52900PE	NaN	2951.65	2024-07-31	52900.0	0.05	15.0	OPTIDX	PE	NSE_FO
10331	NSE_FO\|50665	50665.0	BANKNIFTY24JUL53000CE	NaN	259.80	2024-07-31	53000.0	0.05	15.0	OPTIDX	CE	NSE_FO
10332	NSE_FO\|50666	50666.0	BANKNIFTY24JUL53000PE	NaN	3050.80	2024-07-31	53000.0	0.05	15.0	OPTIDX	PE	NSE_FO
10333	NSE_FO\|50672	50672.0	BANKNIFTY24JUL53100CE	NaN	575.75	2024-07-31	53100.0	0.05	15.0	OPTIDX	CE	NSE_FO
10334	NSE_FO\|50673	50673.0	BANKNIFTY24JUL53100PE	NaN	3115.45	2024-07-31	53100.0	0.05	15.0	OPTIDX	PE	NSE_FO
10335	NSE_FO\|50677	50677.0	BANKNIFTY24JUL53200CE	NaN	556.70	2024-07-31	53200.0	0.05	15.0	OPTIDX	CE	NSE_FO
10336	NSE_FO\|50682	50682.0	BANKNIFTY24JUL53200PE	NaN	3193.45	2024-07-31	53200.0	0.05	15.0	OPTIDX	PE	NSE_FO
10337	NSE_FO\|50683	50683.0	BANKNIFTY24JUL53300CE	NaN	538.20	2024-07-31	53300.0	0.05	15.0	OPTIDX	CE	NSE_FO
10338	NSE_FO\|50684	50684.0	BANKNIFTY24JUL53300PE	NaN	3284.80	2024-07-31	53300.0	0.05	15.0	OPTIDX	PE	NSE_FO
10339	NSE_FO\|50685	50685.0	BANKNIFTY24JUL53400CE	NaN	185.80	2024-07-31	53400.0	0.05	15.0	OPTIDX	CE	NSE_FO
10340	NSE_FO\|50687	50687.0	BANKNIFTY24JUL53400PE	NaN	3366.10	2024-07-31	53400.0	0.05	15.0	OPTIDX	PE	NSE_FO
10341	NSE_FO\|50690	50690.0	BANKNIFTY24JUL53500CE	NaN	190.30	2024-07-31	53500.0	0.05	15.0	OPTIDX	CE	NSE_FO
10342	NSE_FO\|50691	50691.0	BANKNIFTY24JUL53500PE	NaN	3436.85	2024-07-31	53500.0	0.05	15.0	OPTIDX	PE	NSE_FO
10343	NSE_FO\|50692	50692.0	BANKNIFTY24JUL53600CE	NaN	485.65	2024-07-31	53600.0	0.05	15.0	OPTIDX	CE	NSE_FO
10344	NSE_FO\|50693	50693.0	BANKNIFTY24JUL53600PE	NaN	3533.60	2024-07-31	53600.0	0.05	15.0	OPTIDX	PE	NSE_FO
10345	NSE_FO\|50694	50694.0	BANKNIFTY24JUL53700CE	NaN	469.15	2024-07-31	53700.0	0.05	15.0	OPTIDX	CE	NSE_FO
10346	NSE_FO\|50695	50695.0	BANKNIFTY24JUL53700PE	NaN	3619.50	2024-07-31	53700.0	0.05	15.0	OPTIDX	PE	NSE_FO
10347	NSE_FO\|50696	50696.0	BANKNIFTY24JUL53800CE	NaN	453.10	2024-07-31	53800.0	0.05	15.0	OPTIDX	CE	NSE_FO
10348	NSE_FO\|50697	50697.0	BANKNIFTY24JUL53800PE	NaN	3714.70	2024-07-31	53800.0	0.05	15.0	OPTIDX	PE	NSE_FO
10349	NSE_FO\|50698	50698.0	BANKNIFTY24JUL53900CE	NaN	397.05	2024-07-31	53900.0	0.05	15.0	OPTIDX	CE	NSE_FO
10350	NSE_FO\|50699	50699.0	BANKNIFTY24JUL53900PE	NaN	3798.60	2024-07-31	53900.0	0.05	15.0	OPTIDX	PE	NSE_FO
10351	NSE_FO\|50700	50700.0	BANKNIFTY24JUL54000CE	NaN	139.20	2024-07-31	54000.0	0.05	15.0	OPTIDX	CE	NSE_FO
10352	NSE_FO\|50701	50701.0	BANKNIFTY24JUL54000PE	NaN	4046.30	2024-07-31	54000.0	0.05	15.0	OPTIDX	PE	NSE_FO
10353	NSE_FO\|50721	50721.0	BANKNIFTY24JUL54500CE	NaN	147.95	2024-07-31	54500.0	0.05	15.0	OPTIDX	CE	NSE_FO
10354	NSE_FO\|50722	50722.0	BANKNIFTY24JUL54500PE	NaN	4359.90	2024-07-31	54500.0	0.05	15.0	OPTIDX	PE	NSE_FO
10355	NSE_FO\|50723	50723.0	BANKNIFTY24JUL55000CE	NaN	81.15	2024-07-31	55000.0	0.05	15.0	OPTIDX	CE	NSE_FO
10356	NSE_FO\|50724	50724.0	BANKNIFTY24JUL55000PE	NaN	4819.35	2024-07-31	55000.0	0.05	15.0	OPTIDX	PE	NSE_FO
10357	NSE_FO\|50725	50725.0	BANKNIFTY24JUL55500CE	NaN	150.80	2024-07-31	55500.0	0.05	15.0	OPTIDX	CE	NSE_FO
10358	NSE_FO\|50728	50728.0	BANKNIFTY24JUL55500PE	NaN	4569.95	2024-07-31	55500.0	0.05	15.0	OPTIDX	PE	NSE_FO
10359	NSE_FO\|50729	50729.0	BANKNIFTY24JUL56000CE	NaN	57.65	2024-07-31	56000.0	0.05	15.0	OPTIDX	CE	NSE_FO
10360	NSE_FO\|50743	50743.0	BANKNIFTY24JUL56000PE	NaN	5800.00	2024-07-31	56000.0	0.05	15.0	OPTIDX	PE	NSE_FO
10361	NSE_FO\|50750	50750.0	BANKNIFTY24JUL56500CE	NaN	47.00	2024-07-31	56500.0	0.05	15.0	OPTIDX	CE	NSE_FO
10362	NSE_FO\|50751	50751.0	BANKNIFTY24JUL56500PE	NaN	7378.50	2024-07-31	56500.0	0.05	15.0	OPTIDX	PE	NSE_FO
10363	NSE_FO\|50752	50752.0	BANKNIFTY24JUL57000CE	NaN	44.40	2024-07-31	57000.0	0.05	15.0	OPTIDX	CE	NSE_FO
10364	NSE_FO\|50753	50753.0	BANKNIFTY24JUL57000PE	NaN	7838.55	2024-07-31	57000.0	0.05	15.0	OPTIDX	PE	NSE_FO
10365	NSE_FO\|50754	50754.0	BANKNIFTY24JUL57500CE	NaN	40.20	2024-07-31	57500.0	0.05	15.0	OPTIDX	CE	NSE_FO
10366	NSE_FO\|50755	50755.0	BANKNIFTY24JUL57500PE	NaN	8303.65	2024-07-31	57500.0	0.05	15.0	OPTIDX	PE	NSE_FO
10367	NSE_FO\|50756	50756.0	BANKNIFTY24JUL58000CE	NaN	87.00	2024-07-31	58000.0	0.05	15.0	OPTIDX	CE	NSE_FO
10368	NSE_FO\|50759	50759.0	BANKNIFTY24JUL58000PE	NaN	8773.10	2024-07-31	58000.0	0.05	15.0	OPTIDX	PE	NSE_FO
10369	NSE_FO\|50775	50775.0	BANKNIFTY24JUL58500CE	NaN	37.50	2024-07-31	58500.0	0.05	15.0	OPTIDX	CE	NSE_FO
10370	NSE_FO\|50779	50779.0	BANKNIFTY24JUL58500PE	NaN	9246.25	2024-07-31	58500.0	0.05	15.0	OPTIDX	PE	NSE_FO
10371	NSE_FO\|50788	50788.0	BANKNIFTY24JUN48900PE	NaN	258.00	2024-06-26	48900.0	0.05	15.0	OPTIDX	PE	NSE_FO
10372	NSE_FO\|50789	50789.0	BANKNIFTY24JUN49000CE	NaN	1183.30	2024-06-26	49000.0	0.05	15.0	OPTIDX	CE	NSE_FO
10373	NSE_FO\|50790	50790.0	BANKNIFTY24JUN49000PE	NaN	283.35	2024-06-26	49000.0	0.05	15.0	OPTIDX	PE	NSE_FO
10374	NSE_FO\|50793	50793.0	BANKNIFTY24JUN49100CE	NaN	1101.15	2024-06-26	49100.0	0.05	15.0	OPTIDX	CE	NSE_FO
10588	NSE_FO\|52418	52418.0	BANKNIFTY24JUN49100PE	NaN	309.30	2024-06-26	49100.0	0.05	15.0	OPTIDX	PE	NSE_FO
10589	NSE_FO\|52419	52419.0	BANKNIFTY24JUN49200CE	NaN	1036.45	2024-06-26	49200.0	0.05	15.0	OPTIDX	CE	NSE_FO
10590	NSE_FO\|52434	52434.0	BANKNIFTY24JUN49200PE	NaN	337.65	2024-06-26	49200.0	0.05	15.0	OPTIDX	PE	NSE_FO
10591	NSE_FO\|52435	52435.0	BANKNIFTY24JUN49300CE	NaN	965.65	2024-06-26	49300.0	0.05	15.0	OPTIDX	CE	NSE_FO
10592	NSE_FO\|52436	52436.0	BANKNIFTY24JUN49300PE	NaN	363.80	2024-06-26	49300.0	0.05	15.0	OPTIDX	PE	NSE_FO
10593	NSE_FO\|52437	52437.0	BANKNIFTY24JUN49400CE	NaN	900.10	2024-06-26	49400.0	0.05	15.0	OPTIDX	CE	NSE_FO
10659	NSE_FO\|52735	52735.0	BANKNIFTY24JUN49400PE	NaN	403.15	2024-06-26	49400.0	0.05	15.0	OPTIDX	PE	NSE_FO
10660	NSE_FO\|52740	52740.0	BANKNIFTY24JUN49600CE	NaN	772.60	2024-06-26	49600.0	0.05	15.0	OPTIDX	CE	NSE_FO
10661	NSE_FO\|52741	52741.0	BANKNIFTY24JUN49600PE	NaN	475.65	2024-06-26	49600.0	0.05	15.0	OPTIDX	PE	NSE_FO
10662	NSE_FO\|52743	52743.0	BANKNIFTY24JUN49700CE	NaN	713.50	2024-06-26	49700.0	0.05	15.0	OPTIDX	CE	NSE_FO
10664	NSE_FO\|52746	52746.0	BANKNIFTY24JUN49700PE	NaN	517.00	2024-06-26	49700.0	0.05	15.0	OPTIDX	PE	NSE_FO
10665	NSE_FO\|52747	52747.0	BANKNIFTY24JUN49800CE	NaN	658.75	2024-06-26	49800.0	0.05	15.0	OPTIDX	CE	NSE_FO
10666	NSE_FO\|52748	52748.0	BANKNIFTY24JUN49800PE	NaN	556.65	2024-06-26	49800.0	0.05	15.0	OPTIDX	PE	NSE_FO
10667	NSE_FO\|52749	52749.0	BANKNIFTY24JUN49900CE	NaN	607.55	2024-06-26	49900.0	0.05	15.0	OPTIDX	CE	NSE_FO
10814	NSE_FO\|53729	53729.0	BANKNIFTY24JUN49900PE	NaN	603.05	2024-06-26	49900.0	0.05	15.0	OPTIDX	PE	NSE_FO
10815	NSE_FO\|53730	53730.0	BANKNIFTY24JUN50000CE	NaN	556.10	2024-06-26	50000.0	0.05	15.0	OPTIDX	CE	NSE_FO
10816	NSE_FO\|53733	53733.0	BANKNIFTY24JUN50000PE	NaN	646.40	2024-06-26	50000.0	0.05	15.0	OPTIDX	PE	NSE_FO
10817	NSE_FO\|53734	53734.0	BANKNIFTY24JUN50100CE	NaN	507.10	2024-06-26	50100.0	0.05	15.0	OPTIDX	CE	NSE_FO
50892	NSE_FO\|39762	39762.0	BANKNIFTY2471046500CE	NaN	3213.75	2024-07-10	46500.0	0.05	15.0	OPTIDX	CE	NSE_FO
52978	NSE_FO\|55168	55168.0	BANKNIFTY2471050300CE	NaN	1173.30	2024-07-10	50300.0	0.05	15.0	OPTIDX	CE	NSE_FO
52979	NSE_FO\|55169	55169.0	BANKNIFTY2471050300PE	NaN	1841.90	2024-07-10	50300.0	0.05	15.0	OPTIDX	PE	NSE_FO
52980	NSE_FO\|55170	55170.0	BANKNIFTY2471050400CE	NaN	909.45	2024-07-10	50400.0	0.05	15.0	OPTIDX	CE	NSE_FO
52981	NSE_FO\|55171	55171.0	BANKNIFTY2471050400PE	NaN	1572.50	2024-07-10	50400.0	0.05	15.0	OPTIDX	PE	NSE_FO
52982	NSE_FO\|55172	55172.0	BANKNIFTY2471050500CE	NaN	698.55	2024-07-10	50500.0	0.05	15.0	OPTIDX	CE	NSE_FO
52983	NSE_FO\|55175	55175.0	BANKNIFTY2471050500PE	NaN	1387.95	2024-07-10	50500.0	0.05	15.0	OPTIDX	PE	NSE_FO
52984	NSE_FO\|55176	55176.0	BANKNIFTY2471050600CE	NaN	837.85	2024-07-10	50600.0	0.05	15.0	OPTIDX	CE	NSE_FO
52985	NSE_FO\|55177	55177.0	BANKNIFTY2471050600PE	NaN	2030.80	2024-07-10	50600.0	0.05	15.0	OPTIDX	PE	NSE_FO
52986	NSE_FO\|55178	55178.0	BANKNIFTY2471050700CE	NaN	803.70	2024-07-10	50700.0	0.05	15.0	OPTIDX	CE	NSE_FO
52987	NSE_FO\|55179	55179.0	BANKNIFTY2471050700PE	NaN	2095.90	2024-07-10	50700.0	0.05	15.0	OPTIDX	PE	NSE_FO
52988	NSE_FO\|55180	55180.0	BANKNIFTY2471050800CE	NaN	1018.00	2024-07-10	50800.0	0.05	15.0	OPTIDX	CE	NSE_FO
52989	NSE_FO\|55181	55181.0	BANKNIFTY2471050800PE	NaN	2162.05	2024-07-10	50800.0	0.05	15.0	OPTIDX	PE	NSE_FO
53029	NSE_FO\|55231	55231.0	BANKNIFTY2471052800PE	NaN	3680.15	2024-07-10	52800.0	0.05	15.0	OPTIDX	PE	NSE_FO
53030	NSE_FO\|55232	55232.0	BANKNIFTY2471052900CE	NaN	NaN	2024-07-10	52900.0	0.05	15.0	OPTIDX	CE	NSE_FO
53031	NSE_FO\|55233	55233.0	BANKNIFTY2471052900PE	NaN	NaN	2024-07-10	52900.0	0.05	15.0	OPTIDX	PE	NSE_FO

To Process the Above Instruments File and get the Instrument Key We Can utilize a Single Column that is Tradingsymbol BANKNIFTY+YYMMDD+50000+CE which Consists of Spot Symbol Name with Expiry,Strike Price and Option Type to get Current Expiry We will Sort it out with Expiry Column:


#BANKNIFTY+YYMMDD+50000+CE
#Index(['instrument_key', 'exchange_token', 'tradingsymbol', 'name',
       #'last_price', 'expiry', 'strike', 'tick_size', 'lot_size',
       #'instrument_type', 'option_type', 'exchange'],
      #dtype='object')
import pandas as pd  
#instruments=pd.read_csv('https://assets.upstox.com/market-quote/instruments/exchange/complete.csv.gz')
spotsymbol='BANKNIFTY'
strike='50000'
option_type='CE'
def get_instrument_key(spotsymbol,strike,option_type):
	instruments=pd.read_csv('instruments.csv')
	instruments['tradingsymbol']=instruments['tradingsymbol'].fillna('')
	instrument_key=instruments[(instruments['tradingsymbol'].str.contains(spotsymbol))
	&(instruments['tradingsymbol'].str.contains(strike))
		&(instruments['tradingsymbol'].str.contains(option_type))].sort_values('expiry')
	return instrument_key['instrument_key'].iloc[0]
key=get_instrument_key(spotsymbol,strike,option_type)
print(key)

Websocket Market Data Streamer Upstox Free API in Python:

For Instructions Follow the Video then go For Code Input:


#Generate the Instruments Symbol
import pandas as pd  
instruments=pd.read_csv('https://assets.upstox.com/market-quote/instruments/exchange/complete.csv.gz')
instruments.to_csv('instruments.csv',index=False)


#WebSocket Market Data Streamer
import upstox_client
instrument_keys=['NSE_FO|37054','NSE_INDEX|Nifty 50','NSE_INDEX|Bank Nifty']
access_token=open('access_token.txt').read().strip()
def on_message(message):
    print(message)
def main():
    config=upstox_client.Configuration()
    config.access_token=access_token
    streamer=upstox_client.MarketDataStreamer(
        upstox_client.ApiClient(config),instrument_keys,'ltpc')
    streamer.on('message',on_message)
    streamer.connect()
if __name__=='__main__':
    main()

Automate Trades in Upstox Utilizing Free of Cost API in Python:

For Instructions Follow the Video then go For the Code Input:


import requests
api_key=open('api_key.txt','r').read().strip()
api_secret=open('api_secret.txt','r').read().strip()
uri='https://account.upstox.com/developer/apps'
code='ZnNMAG'
url='https://api-v2.upstox.com/login/authorization/token'
headers={
      'accept': 'application/json',
      'Api-Version': '2.0',
      'Content-Type': 'application/x-www-form-urlencoded'
      }
data={
    'code':code,
    'client_id':api_key,
    'client_secret':api_secret,
    'redirect_uri':uri,
    'grant_type':'authorization_code'
    }
response=requests.post(url,headers=headers,data=data)
access_token=response.json()['access_token']
print(access_token,file=open('access_token.txt','w'))
print(access_token)
access_token=open('access_token.txt','r').read().strip()
quote='https://api-v2.upstox.com/market-quote/quotes?symbol=NSE_EQ|INE848E01016'
headers={
  'accept': 'application/json',
 'Api-Version': '2.0',
 'Authorization': f'Bearer {access_token}'
  }
response=requests.get(quote,headers=headers)
print(response.json())

"For GUIDANCE On Programmatic Trading WhatsApp Profit Adda @ +91-7795780804"

Pages

Automate Trades in Upstox Utilizing Free of Cost API in Python

Get List of All FNO Stocks:

For Instructions Follow the Video then go For the Code Input:

Get Option TradingSymbol Relevant to Last Price without Iteration:

For Instructions Follow the Video then go For the Code Input:

Fetch ATM|OTM|ITM Data:

For Instructions Follow the Video then go For the Code Input:

Retrieve Market Quote such as Full Market Quote|OHLC|LTP in Python:

For Instructions Follow the Video then go For the Code Input:

Fetch Premium Based TradingSymbol:

For Instructions Follow the Video then go For the Code Input:

Fetch Instrument Key of Trading Symbol Using Upstox API in Python:

For Instructions Follow the Video then go For Code Input:

Sample Output HTML Table Given Below this need to Processed Further for Sorting and Fetching the Desired Instrument Key:

To Process the Above Instruments File and get the Instrument Key We Can utilize a Single Column that is Tradingsymbol BANKNIFTY+YYMMDD+50000+CE which Consists of Spot Symbol Name with Expiry,Strike Price and Option Type to get Current Expiry We will Sort it out with Expiry Column:

Websocket Market Data Streamer Upstox Free API in Python:

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Automate Trades in Upstox Utilizing Free of Cost API in Python:

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