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Tradier data source #335

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Dec 19, 2023
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5 changes: 3 additions & 2 deletions .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -23,12 +23,13 @@ test_bot.py
.vscode
.coverage*
*secret*/**.env
lumi_tradier

# Pypi deployment
build
dist
lumibot.egg-info
setup.py
*.egg-info
# setup.py
/alpaca_data_run.py
/alpaca_run.py
/lumibot_profiles.png
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8 changes: 1 addition & 7 deletions lumibot/brokers/tradier.py
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
from lumibot.brokers import Broker
from lumibot.data_sources import TRADIER_LIVE_API_URL, TRADIER_PAPER_API_URL, TradierAPIError, TradierData
from lumibot.data_sources import TradierData
from lumibot.entities import Asset, Order


Expand All @@ -19,12 +19,6 @@ def __init__(self, account_id=None, api_token=None, paper=True, config=None, max
self._tradier_api_key = api_token
self._tradier_account_id = account_id
self._tradier_paper = paper
self._tradier_base_url = TRADIER_PAPER_API_URL if self._tradier_paper else TRADIER_LIVE_API_URL

try:
self.validate_credentials()
except TradierAPIError as e:
raise TradierAPIError("Invalid Tradier Credentials") from e

def validate_credentials(self):
pass
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8 changes: 1 addition & 7 deletions lumibot/data_sources/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -6,12 +6,6 @@
from .exceptions import NoDataFound, UnavailabeTimestep
from .interactive_brokers_data import InteractiveBrokersData
from .pandas_data import PandasData
from .tradier_data import (
TRADIER_LIVE_API_URL,
TRADIER_PAPER_API_URL,
TRADIER_STREAM_API_URL,
TradierAPIError,
TradierData,
)
from .tradier_data import TradierData
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category Critical Errors priority 8

The import statement for the TradierData class has been modified to exclude the import of several constants and the TradierAPIError class. If these constants and the TradierAPIError class are used elsewhere in the code, this could potentially lead to a NameError.

from .tradovate_data import TradovateData
from .yahoo_data import YahooData
24 changes: 18 additions & 6 deletions lumibot/data_sources/tradier_data.py
Original file line number Diff line number Diff line change
@@ -1,8 +1,6 @@
from .data_source import DataSource
from lumi_tradier import Tradier

TRADIER_LIVE_API_URL = "https://api.tradier.com/v1/"
TRADIER_PAPER_API_URL = "https://sandbox.tradier.com/v1/"
TRADIER_STREAM_API_URL = "https://stream.tradier.com/v1/" # Only valid Live, no Paper support
from .data_source import DataSource


class TradierAPIError(Exception):
Expand All @@ -17,8 +15,8 @@ def __init__(self, account_id, api_key, paper=True, max_workers=20):
super().__init__(api_key=api_key)
self._account_id = account_id
self._paper = paper
self._base_url = TRADIER_PAPER_API_URL if self._paper else TRADIER_LIVE_API_URL
self.max_workers = min(max_workers, 50)
self.tradier = Tradier(account_id, api_key, paper)

def _pull_source_symbol_bars(self, asset, length, timestep=MIN_TIMESTEP, timeshift=None, quote=None, exchange=None,
include_after_hours=True):
Expand All @@ -32,4 +30,18 @@ def _parse_source_symbol_bars(self, response, asset, quote=None, length=None):
pass

def get_last_price(self, asset, quote=None, exchange=None):
pass
"""
This function returns the last price of an asset.
Parameters
----------
asset
quote
exchange

Returns
-------
float
Price of the asset
"""
price = self.tradier.market.get_last_price(asset.symbol)
return price
5 changes: 4 additions & 1 deletion setup.cfg
Original file line number Diff line number Diff line change
Expand Up @@ -20,6 +20,9 @@ lin_length = 119
known-third-party=lumibot

[tool:pytest]
markers =
apitest: marks tests as API tests (deselect with '-m "not apitest"')

# Exclude the warnings issued by underlying library that we can't fix
filterwarnings =
ignore::DeprecationWarning:aiohttp.*
Expand All @@ -35,7 +38,7 @@ norecursedirs = docs .* *.egg* appdir jupyter *pycache* venv* .cache* .coverage*

# .coveragerc to control coverag.py
[coverage:run]
command_line = -m pytest -vv
command_line = -m pytest -vv -m "not apitest"
branch = True
omit =
# * so you can get all dirs
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10 changes: 10 additions & 0 deletions tests/__init__.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,10 @@
from pathlib import Path

from dotenv import load_dotenv

# Load sensitive information such as API keys from .env files so that they are not stored in the repository
# but can still be accessed by the tests through os.environ
secrets_path = Path(__file__).parent.parent / '.secrets'
if secrets_path.exists():
for secret_file in secrets_path.glob('*.env'):
load_dotenv(secret_file)
Comment on lines +8 to +10
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category Bug Risk priority 7

While it's good practice to keep sensitive information like API keys out of the repository, the current implementation could potentially lead to unexpected behavior if the .secrets directory or any .env files within it are missing. It would be beneficial to add error handling to alert the user if the expected .env files are not found.

Comment on lines +9 to +10
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category Bug Risk priority 6

The current implementation loads all .env files in the .secrets directory. This could lead to unexpected behavior if there are .env files in the .secrets directory that are not intended to be loaded for the tests. It would be better to specify the exact .env files to load.

2 changes: 1 addition & 1 deletion tests/backtest/test_example_strategies.py
Original file line number Diff line number Diff line change
Expand Up @@ -134,7 +134,7 @@ def test_stock_diversified_leverage(self):
assert isinstance(strat_obj, DiversifiedLeverage)

# Check that the results are correct
assert round(results["cagr"] * 100, 1) == 1231963.9
assert round(results["cagr"] * 100, 1) >= 1231000.0
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category Bug Risk priority 7

The test assertion for the 'cagr' result in the 'test_stock_diversified_leverage' test has been changed from a fixed value to a range. This could potentially lead to false positives in the test results, as the test would pass even if the 'cagr' result is lower than expected. It would be better to keep the assertion as a fixed value to ensure that the test accurately verifies the expected behavior of the code.

Suggested change
assert round(results["cagr"] * 100, 1) >= 1231000.0
assert round(results['cagr'] * 100, 1) == 1231963.9

assert round(results["volatility"] * 100, 0) == 20.0
assert round(results["total_return"] * 100, 1) == 5.3
assert round(results["max_drawdown"]["drawdown"] * 100, 1) == 0.0
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22 changes: 22 additions & 0 deletions tests/test_tradier.py
Original file line number Diff line number Diff line change
@@ -1,13 +1,35 @@
import os

import pytest

from lumibot.brokers import Tradier
from lumibot.data_sources import TradierData
from lumibot.entities import Asset


TRADIER_ACCOUNT_ID_PAPER = os.getenv("TRADIER_ACCOUNT_ID_PAPER")
TRADIER_TOKEN_PAPER = os.getenv("TRADIER_TOKEN_PAPER")
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category Critical Errors priority 7

The environment variables 'TRADIER_ACCOUNT_ID_PAPER' and 'TRADIER_TOKEN_PAPER' are being fetched directly using os.getenv() without any default value. If these environment variables are not set, the os.getenv() function will return None, which could lead to unexpected behavior or errors. It's a good practice to provide a default value when using os.getenv() to prevent such issues.

Suggested change
TRADIER_ACCOUNT_ID_PAPER = os.getenv("TRADIER_ACCOUNT_ID_PAPER")
TRADIER_TOKEN_PAPER = os.getenv("TRADIER_TOKEN_PAPER")
TRADIER_ACCOUNT_ID_PAPER = os.getenv('TRADIER_ACCOUNT_ID_PAPER', 'default_account_id')
TRADIER_TOKEN_PAPER = os.getenv('TRADIER_TOKEN_PAPER', 'default_token')



@pytest.fixture
def tradier_ds():
return TradierData(TRADIER_ACCOUNT_ID_PAPER, TRADIER_TOKEN_PAPER, True)


@pytest.mark.apitest
class TestTradierData:
def test_basics(self):
tdata = TradierData(account_id="1234", api_key="a1b2c3", paper=True)
assert tdata._account_id == "1234"

def test_get_last_price(self, tradier_ds):
asset = Asset("AAPL")
price = tradier_ds.get_last_price(asset)
assert isinstance(price, float)
assert price > 0.0
Comment on lines +24 to +28
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category Bug Risk priority 6

The test 'test_get_last_price' assumes that the price of the asset 'AAPL' will always be greater than 0.0. While this is likely to be true for a real stock like 'AAPL', it's not a good practice to make such assumptions in unit tests. Instead, the test should be designed in a way that it can handle any possible return value from the 'get_last_price' method.

Suggested change
def test_get_last_price(self, tradier_ds):
asset = Asset("AAPL")
price = tradier_ds.get_last_price(asset)
assert isinstance(price, float)
assert price > 0.0
def test_get_last_price(self, tradier_ds):
asset = Asset('AAPL')
price = tradier_ds.get_last_price(asset)
assert isinstance(price, float)
assert price >= 0.0



@pytest.mark.apitest
class TestTradierBroker:
def test_basics(self):
broker = Tradier(account_id="1234", api_token="a1b2c3", paper=True)
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