57 lines
1.2 KiB
Python
57 lines
1.2 KiB
Python
import ujson
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import sqlite3
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import asyncio
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import pandas as pd
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from tqdm import tqdm
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import requests
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import re
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async def save_as_json(symbol, data):
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with open(f"json/shareholders/{symbol}.json", 'w') as file:
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ujson.dump(data, file)
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query_template = f"""
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SELECT
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shareholders
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FROM
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stocks
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WHERE
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symbol = ?
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"""
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async def get_data(ticker, con):
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try:
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df = pd.read_sql_query(query_template, con, params=(ticker,))
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shareholders_list = ujson.loads(df.to_dict()['shareholders'][0])
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except Exception as e:
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print(e)
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shareholders_list = []
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return shareholders_list
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async def run():
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con = sqlite3.connect('stocks.db')
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cursor = con.cursor()
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cursor.execute("PRAGMA journal_mode = wal")
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cursor.execute("SELECT DISTINCT symbol FROM stocks")
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stock_symbols = [row[0] for row in cursor.fetchall()]
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for ticker in tqdm(stock_symbols):
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shareholders_list = await get_data(ticker, con)
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if len(shareholders_list) > 0:
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await save_as_json(ticker, shareholders_list)
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con.close()
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try:
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asyncio.run(run())
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except Exception as e:
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print(e)
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