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update market movers

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This commit is contained in:
MuslemRahimi 2024-08-28 11:49:50 +02:00
parent ab4b8b744a
commit c5078d4f24
2 changed files with 39 additions and 19 deletions
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1
app/cron_economic_indicator.py
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@ -20,7 +20,6 @@ async def save_json(data, name):
# Function to fetch data from the API # Function to fetch data from the API
async def get_data(session, url): async def get_data(session, url):
#url = f"https://financialmodelingprep.com/api/v4/treasury?from={start_date}&to={end_date}&apikey={api_key}"
async with session.get(url) as response: async with session.get(url) as response:
data = await response.json() data = await response.json()
return data return data

57
app/cron_market_movers.py
View File

@ -17,8 +17,8 @@ load_dotenv()
api_key = os.getenv('FMP_API_KEY') api_key = os.getenv('FMP_API_KEY')
market_cap_threshold = 1E6
volume_threshold = 50_000
async def get_todays_data(ticker): async def get_todays_data(ticker):
@ -129,6 +129,41 @@ async def get_gainer_loser_active_stocks():
active_json = [{k: v for k, v in stock.items() if stock['symbol'] in symbols} for stock in active_json] active_json = [{k: v for k, v in stock.items() if stock['symbol'] in symbols} for stock in active_json]
active_json = [entry for entry in active_json if entry] active_json = [entry for entry in active_json if entry]
# Process gainer_json to add marketCap and volume data
filtered_gainer_json = []
for entry in gainer_json:
try:
symbol = entry['symbol']
query = query_template.format(ticker=symbol)
fundamental_data = pd.read_sql_query(query_fundamental_template, con, params=(symbol,))
volume = pd.read_sql_query(query, con)
entry['marketCap'] = int(fundamental_data['marketCap'].iloc[0])
entry['volume'] = int(volume['volume'].iloc[0])
if entry['marketCap'] >= market_cap_threshold and entry['volume'] >= volume_threshold:
filtered_gainer_json.append(entry)
except:
entry['marketCap'] = None
entry['volume'] = None
# Process loser_json to add marketCap and volume data
filtered_loser_json = []
for entry in loser_json:
try:
symbol = entry['symbol']
query = query_template.format(ticker=symbol)
fundamental_data = pd.read_sql_query(query_fundamental_template, con, params=(symbol,))
volume = pd.read_sql_query(query, con)
entry['marketCap'] = int(fundamental_data['marketCap'].iloc[0])
entry['volume'] = int(volume['volume'].iloc[0])
if entry['marketCap'] >= market_cap_threshold and entry['volume'] >= volume_threshold:
filtered_loser_json.append(entry)
except:
entry['marketCap'] = None
entry['volume'] = None
filtered_active_json = [] filtered_active_json = []
for entry in active_json: for entry in active_json:
try: try:
@ -143,27 +178,13 @@ async def get_gainer_loser_active_stocks():
entry['marketCap'] = None entry['marketCap'] = None
entry['volume'] = None entry['volume'] = None
active_json = sorted(filtered_active_json, key=lambda x: (x['marketCap'] >= 10**9, x['volume']), reverse=True) filtered_active_json = sorted(filtered_active_json, key=lambda x: (x['marketCap'] >= 10**9, x['volume']), reverse=True)
stocks = gainer_json[:20] + loser_json[:20] + active_json[:20] stocks = filtered_gainer_json[:20] + filtered_loser_json[:20] + filtered_active_json[:20]
#remove change key element #remove change key element
stocks = [{k: v for k, v in stock.items() if k != "change"} for stock in stocks] stocks = [{k: v for k, v in stock.items() if k != "change"} for stock in stocks]
for entry in stocks:
try:
symbol = entry['symbol']
query = query_template.format(ticker=symbol)
fundamental_data = pd.read_sql_query(query_fundamental_template, con, params=(symbol,))
volume = pd.read_sql_query(query, con)
entry['marketCap'] = int(fundamental_data['marketCap'].iloc[0])
entry['volume'] = int(volume['volume'].iloc[0])
except:
entry['marketCap'] = None
entry['volume'] = None
day_gainer_json = stocks[:20] day_gainer_json = stocks[:20]
day_loser_json = stocks[20:40] day_loser_json = stocks[20:40]