def consumer_thread():
try:
# make sure we have an event loop, if not create a new one
loop = asyncio.get_event_loop()
loop.set_debug(True)
except RuntimeError:
asyncio.set_event_loop(asyncio.new_event_loop())
global conn
conn = StreamConn(
ALPACA_API_KEY,
ALPACA_SECRET_KEY,
base_url=URL('https://paper-api.alpaca.markets'),
data_url=URL('https://data.alpaca.markets'),
# data_url=URL('http://127.0.0.1:8765'),
data_stream='polygon' if USE_POLYGON else 'alpacadatav1')
@conn.on(r'^AM\..+$')
async def on_minute_bars(conn, channel, bar):
print('bars', bar)
@conn.on(r'Q\..+')
async def on_quotes(conn, channel, quote):
print('quote', quote)
@conn.on(r'T\..+')
async def on_trades(conn, channel, trade):
print('trade', trade)
conn.run(['alpacadatav1/Q.GOOG'])
def __init__(self, config, max_workers=20, chunk_size=100, **kwargs):
# Alpaca authorize 200 requests per minute and per API key
# Setting the max_workers for multithreading with a maximum
# of 200
self.name = "alpaca"
self.max_workers = min(max_workers, 200)
# When requesting data for assets for example,
# if there is too many assets, the best thing to do would
# be to split it into chunks and request data for each chunk
self.chunk_size = min(chunk_size, 100)
# Connection to alpaca REST API
self.config = config
self.api_key = config.API_KEY
self.api_secret = config.API_SECRET
if hasattr(config, "ENDPOINT"):
self.endpoint = URL(config.ENDPOINT)
else:
self.endpoint = URL("https://paper-api.alpaca.markets")
if hasattr(config, "VERSION"):
self.version = config.VERSION
else:
self.version = "v2"
self.api = tradeapi.REST(self.api_key, self.api_secret, self.endpoint,
self.version)
def consumer_thread(channels):
try:
# make sure we have an event loop, if not create a new one
asyncio.get_event_loop()
except RuntimeError:
asyncio.set_event_loop(asyncio.new_event_loop())
global conn
if not conn:
conn = tradeapi.StreamConn(
key_id=_key_id,
secret_key=_secret_key if not USE_POLYGON else 'DUMMY',
base_url=URL(_base_url),
data_url=URL(_data_url),
data_stream='polygon' if USE_POLYGON else 'alpacadatav1',
raw_data=True,
)
conn.on('authenticated')(on_auth)
conn.on(r'Q.*')(on_message)
conn.on(r'T.*')(on_message)
conn.on(r'listening')(listen)
if USE_POLYGON:
conn.on(r'A.*')(on_message)
conn.on(r'AM.*')(on_message)
conn.on(r'account_updates')(on_account)
conn.on(r'trade_updates')(on_trade)
conn.run(channels)
def initialize_client():
global CLIENT
conf = config.bundle.AlpacaConfig()
key = conf.key
secret = conf.secret
base_url = conf.base_url
CLIENT = tradeapi.REST(key_id=key,
secret_key=secret,
base_url=URL(base_url))
def consumer_thread():
global conn
conn = Stream(ALPACA_API_KEY,
ALPACA_SECRET_KEY,
base_url=URL('https://paper-api.alpaca.markets'),
data_feed='iex')
conn.subscribe_quotes(print_quote, 'AAPL')
conn.run()
def initialize_client():
global CLIENT
with open("polygon.yaml", mode='r') as f:
o = yaml.safe_load(f)
key = o["key_id"]
secret = o["secret"]
base_url = o["base_url"]
CLIENT = tradeapi.REST(key_id=key,
secret_key=secret,
base_url=URL(base_url))
def __init__(self,
key_id: str = None,
secret_key: str = None,
data_url: URL = None,
api_version: str = None,
raw_data: bool = False
):
"""
:param raw_data: should we return api response raw or wrap it with
Entity objects.
"""
self._key_id, self._secret_key, _ = get_credentials(key_id, secret_key)
self._data_url: URL = URL(data_url or get_data_url())
def __init__(self, key_id: str = None):
self._key_id = get_polygon_credentials(key_id)
self._endpoint: URL = URL(
os.environ.get('POLYGON_WS_URL',
'wss://socket.polygon.io/stocks').rstrip('/'))
self._handlers = {}
self._handler_symbols = {}
self._streams = set([])
self._ws = None
self._retry = int(os.environ.get('APCA_RETRY_MAX', 3))
self._retry_wait = int(os.environ.get('APCA_RETRY_WAIT', 3))
self._retries = 0
self.loop = asyncio.get_event_loop()
self._consume_task = None
def consumer_thread():
try:
# make sure we have an event loop, if not create a new one
loop = asyncio.get_event_loop()
loop.set_debug(True)
except RuntimeError:
asyncio.set_event_loop(asyncio.new_event_loop())
global conn
conn = Stream(ALPACA_API_KEY,
ALPACA_SECRET_KEY,
base_url=URL('https://paper-api.alpaca.markets'),
data_feed='iex')
conn.subscribe_quotes(print_quote, 'AAPL')
conn.run()
def main(args):
stream = Stream(ALPACA_API_KEY,
ALPACA_SECRET_KEY,
base_url=URL('https://paper-api.alpaca.markets'),
data_feed='iex') # <- replace to sip for PRO subscription
api = alpaca.REST(key_id=ALPACA_API_KEY,
secret_key=ALPACA_SECRET_KEY,
base_url="https://paper-api.alpaca.markets")
fleet = {}
symbols = args.symbols
for symbol in symbols:
algo = ScalpAlgo(api, symbol, lot=args.lot)
fleet[symbol] = algo
async def on_bars(data):
if data.symbol in fleet:
fleet[data.symbol].on_bar(data)
for symbol in symbols:
stream.subscribe_bars(on_bars, symbol)
async def on_trade_updates(data):
logger.info(f'trade_updates {data}')
symbol = data.order['symbol']
if symbol in fleet:
fleet[symbol].on_order_update(data.event, data.order)
stream.subscribe_trade_updates(on_trade_updates)
async def periodic():
while True:
if not api.get_clock().is_open:
logger.info('exit as market is not open')
sys.exit(0)
await asyncio.sleep(30)
positions = api.list_positions()
for symbol, algo in fleet.items():
pos = [p for p in positions if p.symbol == symbol]
algo.checkup(pos[0] if len(pos) > 0 else None)
loop = asyncio.get_event_loop()
loop.run_until_complete(asyncio.gather(
stream._run_forever(),
periodic(),
))
loop.close()
def consumer_thread(channels):
try:
# make sure we have an event loop, if not create a new one
loop = asyncio.get_event_loop()
# loop.set_debug(True)
except RuntimeError:
asyncio.set_event_loop(asyncio.new_event_loop())
global conn
if not conn:
conn = tradeapi.Stream(_key_id,
_secret_key,
base_url=URL(_base_url),
data_feed=_pro_subscription,
raw_data=True)
subscribe(channels)
conn.run()
def _request(self, method: str, path: str, params: dict = None,
version: str = 'v1'):
"""
:param method: GET, POST, ...
:param path: url part path (without the domain name)
:param params: dictionary with params of the request
:param version: v1 or v2
:return: response
"""
url: URL = URL('https://api.polygon.io/' + version + path)
params = params or {}
params['apiKey'] = self._api_key
if self._staging:
params['apiKey'] += '-staging'
resp = self._session.request(method, url, params=params)
resp.raise_for_status()
return resp.json()
def __init__(self, key_id: str = None, raw_data: bool = False):
"""
:param raw_data: should we return stream data raw or wrap it with
Entity objects.
"""
self._key_id = get_polygon_credentials(key_id)
self._endpoint: URL = URL(
os.environ.get('POLYGON_WS_URL',
'wss://socket.polygon.io/stocks').rstrip('/'))
self._handlers = {}
self._handler_symbols = {}
self._streams = set([])
self._ws = None
self._retry = int(os.environ.get('APCA_RETRY_MAX', 3))
self._retry_wait = int(os.environ.get('APCA_RETRY_WAIT', 3))
self._retries = 0
self.loop = asyncio.get_event_loop()
self._consume_task = None
self._use_raw_data = raw_data
conn.run(channels)
except Exception as e:
print(f'Exception from websocket connection: {e}')
finally:
print("Trying to re-establish connection")
time.sleep(3)
run_connection(conn, channels)
if __name__ == '__main__':
channels = ['alpacadatav1/Q.GOOG']
conn = StreamConn(
ALPACA_API_KEY,
ALPACA_SECRET_KEY,
base_url=URL('https://paper-api.alpaca.markets'),
data_url=URL('https://data.alpaca.markets'),
# data_url=URL('http://127.0.0.1:8765'),
data_stream='polygon' if USE_POLYGON else 'alpacadatav1')
@conn.on(r'^AM\..+$')
async def on_minute_bars(conn, channel, bar):
print('bars', bar)
@conn.on(r'Q\..+')
async def on_quotes(conn, channel, quote):
print('quote', quote)
@conn.on(r'T\..+')
async def on_trades(conn, channel, trade):
print('trade', trade)
from datetime import timedelta
import alpaca_trade_api
import faust
from alpaca_trade_api.common import URL
from faust import Worker
app = faust.App(
'stock-app',
broker='kafka://localhost:9092',
value_serializer='json',
store='rocksdb://',
version=1,
)
ALPACA_BASE_URL = URL('https://paper-api.alpaca.markets')
alpaca_ws_url = URL('wss://data.alpaca.markets')
ALPACA_API_KEY = os.getenv('alpaca_key_id')
ALPACA_SECRET_KEY = os.getenv('alpaca_secret_key')
alpaca = alpaca_trade_api.REST(ALPACA_API_KEY,
ALPACA_SECRET_KEY,
ALPACA_BASE_URL,
api_version='v2')
class OHLCRecord(faust.Record, serializer='json'):
Name: str
datetime: str
Open: float
def __init__(self, account: Account, base_url: str):
super().__init__()
self.client = REST(key_id=account.get_access_key(),
secret_key=account.get_secret_key(),
base_url=URL(base_url))
import alpaca_trade_api as tradeapi
from alpaca_trade_api.common import URL
api = tradeapi.REST('PKCQ9FP8ICADEN6GXVMV',
'FcDJHcD5lgvYUySh7tSC4TZkwdl9NpLPMhfp6E15',
base_url=URL("https://paper-api.alpaca.markets"))
counter = 0
while True:
try:
api.submit_order('NVDA', 1, 'buy', 'market', 'day')
counter = counter + 1
print(counter, 'purchases processed')
except Exception as e:
pass
def __init__(self, api_key, api_secret):
super().__init__(api_key, api_secret)
self.base_url = URL('https://paper-api.alpaca.markets')
self.alpaca_rest = alpaca_trade_api.REST(self.api_key,
self.api_secret,
base_url=self.base_url)
def __init__(self, api_key, api_secret):
self.api_key = api_key
self.api_secret = api_secret
self.base_url = URL('https://api.alpaca.markets')
import traceback
import Util
import alpaca_trade_api as tradeapi
from alpaca_trade_api.stream import Stream
from alpaca_trade_api.common import URL
ACCOUNT_STATUS_ACTIVE = "ACTIVE"
NANOSEC = 10**9
#core_domain = "https://api.alpaca.markets"
core_domain = "https://paper-api.alpaca.markets"
data_domain = "https://data.alpaca.markets"
conn = Stream(base_url=URL(core_domain), data_feed='iex')
async def on_minute_bars(bar):
symbol = bar.symbol
mins = 1
# BIG TODO - TIME (mins) SHOULD NOT BE HARDCODED
epsilon = 30
bar_time = bar.timestamp / NANOSEC
time_range_floor = (60 * mins - epsilon) + Core.prev_time[symbol]
time_range_ceil = (60 * mins + epsilon) + Core.prev_time[symbol]
if time_range_floor < bar_time and bar_time < time_range_ceil:
curr = bar.close
change = curr - Core.prev_close[symbol]
if change > 0: