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Editing File: /home/ubuntu/codegamaai-test/broker_bot/archive/neo.py

import json
from fuzzywuzzy import process
import pandas as pd
import yahooquery as yq

# Load the stock data
with open('transformed_stock.json', 'r') as file:
    stocks_data = json.load(file)
stock_names = [stock['name'] for stock in stocks_data]

def find_closest_stock(query):
    closest_match, score = process.extractOne(query, stock_names)
    stock_entry = next((stock for stock in stocks_data if stock['name'] == closest_match), None)
    if score > 80:  # Adjust the threshold score as needed
        return {
            "symbol": stock_entry['symbol'],
            "name": stock_entry['name'],
            "industry": stock_entry['industry'],
            "score": score
        }
    else:
        return "No close match found."

def get_symbol(query):
    try:
        data = yq.search(query)
    except ValueError: # Will catch JSONDecodeError
        print(query)
    else:
        quotes = data['quotes']
        if len(quotes) == 0:
            return 'No Symbol Found'

symbol = quotes[0]['symbol']
        longname = quotes[0]['longname']
        industry = quotes[0]['industry']
        exchange = quotes[0]['exchDisp']

response = {
            'symbol': symbol,
            'longname': longname,
            'industry': industry,
            'exchange': exchange
        }
        # for quote in quotes:
        #     if quote['exchange'] == preferred_exchange:
        #         symbol = quote['symbol']
        #         break
        return response

query = "nvidia"
result = find_closest_stock(query)
print(result)

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