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# src/price/djia.py | |
import os | |
import csv | |
from typing import List | |
import requests | |
from dotenv import load_dotenv | |
from pydantic import parse_obj_as | |
from src.price.endpoints import DJIA_CONSTITUENTS | |
from src.models import Constituent | |
load_dotenv() | |
def load_djia_constituents(): | |
"""Fetches and loads list of DJIA constituents to `data/ticker.csv` file. Uses FMP API to get the latest data and requires `FMP_API_KEY` env variable to be set. Fetches the data from endpoint defined in `endpoints.DJIA_CONSTITUENTS`""" | |
# fetch data | |
api_key = os.environ["FMP_API_KEY"] | |
params = {"apikey": api_key} | |
res = requests.get(DJIA_CONSTITUENTS, params=params) | |
res = res.json() | |
# parse and validate data | |
constituents = parse_obj_as(List[Constituent], res) | |
# load data | |
constituents = [constituent.dict() for constituent in constituents] | |
keys = constituents[0].keys() | |
with open("data/tickers.csv", 'w', newline='') as output_file: | |
dict_writer = csv.DictWriter(output_file, keys) | |
dict_writer.writeheader() | |
dict_writer.writerows(constituents) | |
if __name__ == "__main__": | |
load_djia_constituents() | |
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