Brokerages
Clear Street
Introduction
QuantConnect enables you to run your algorithms in live mode with real-time market data.
Clear Street is a cloud-native prime brokerage founded in 2018 and headquartered in New York. Clear Street provides access to trading Equities, Equity Options, and Index Options through its Trading API.
Account Types
Clear Street supports cash and margin accounts. To set the account type in an algorithm, see the Clear Street brokerage model documentation.
Create an Account
Follow the sign up wizard on the Clear Street website to create a Clear Street account.
Create API Credentials
To trade with the Clear Street API, you need an API key, which serves as your access token, and the ID of the Clear Street account you want to trade. The following steps summarize how to get them. For more information, see Get Started in the Clear Street API documentation.
- Log in to the Clear Street web app.
- Click the icon in the left navigation and then click .
- Generate a named API key and save it. The page shows the status and expiration of each key, and you can revoke a key at any time. Treat the key like a password.
- Note the numeric account ID of the Clear Street account you want to trade. Clear Street lets you have more than one account, so the account ID picks which one to trade.
Paper Trading
The Clear Street API doesn't support paper trading, but you can follow these steps to simulate it with QuantConnect:
- In the
Initializeinitializemethod of your algorithm, set the Clear Street brokerage model and your account type. - Deploy your algorithm with the QuantConnect Paper Trading brokerage.
Asset Classes
Our Clear Street integration supports the following asset classes:
You may not be able to trade all assets with Clear Street. For example, if you live in the EU, you can't trade US ETFs. Check with your local regulators to know which assets you are allowed to trade. You may need to adjust settings in your brokerage account to live trade some assets.
The Clear Street API currently supports options trading levels 1 and 2, which cover covered calls, cash-secured puts, and long calls and puts.
Data Providers
Clear Street doesn't provide a live data feed, so we recommend the QuantConnect data provider, which is free and supplies US Equities, US Equity Options, and US Index Options data during live trading. It doesn't supply Index data, so add a third-party data provider such as Polygon to trade Index Options. Index Options need data for the underlying index, such as SPX, VIX, and NDX. For more information about live data providers, see Datasets.
Orders
We model the Clear Street API by supporting several order types, the TimeInForce order property, and order updates. When you deploy live algorithms, you can place manual orders through the IDE.
Order Types
The following table describes the available order types for each asset class that our Clear Street integration supports:
| Order Type | Equity | Equity Options | Index Options |
|---|---|---|---|
| Market | ![]() | ![]() | ![]() |
| Limit | ![]() | ![]() | ![]() |
| Stop market | ![]() | ||
| Stop limit | ![]() | ||
| Trailing stop | ![]() |
Order Properties
We model custom order properties from the Clear Street API. The following table describes the members of the ClearStreetOrderProperties object that you can set to customize order execution.
| Property | Data Type | Description | Default Value |
|---|---|---|---|
TimeInForcetime_in_force | TimeInForce | A TimeInForce instruction to apply to the order. The following instructions are supported:
DayDAY, which the brokerage sets automatically.
| TimeInForce.GoodTilCanceledTimeInForce.GOOD_TIL_CANCELED |
OutsideRegularTradingHoursoutside_regular_trading_hours | bool | If set to true, allows orders to also trigger or fill outside of regular trading hours. Clear Street accepts only limit and stop limit orders in the pre-market (4:00 AM to 9:30 AM Eastern Time) and after-hours (4:00 PM to 8:00 PM Eastern Time) sessions. | falseFalse |
Updates
We model the Clear Street API by supporting order updates.
Handling Splits
If you're using raw data normalization and you have active orders with a limit, stop, or trigger price in the market for a US Equity when a stock split occurs, the following properties of your orders automatically adjust to reflect the stock split:
- Quantity
- Limit price
- Stop price
- Trigger price
Rate Limit
Clear Street limits the rate of requests to its trading API and answers with a 429 Too Many Requests error when you exceed the limit. Clear Street doesn't publish the limit values. Our Clear Street integration reads your order updates by polling the API every 3 seconds. To avoid hitting these limits, design your algorithm to issue orders sparingly.
Fees
Clear Street doesn't publish its trading fees on its website. To learn the fees of your account, contact Clear Street. To view how we model their fees, see Fees.
Margin
We model buying power and margin calls to ensure your algorithm stays within the margin requirements.
Slippage
Orders through Clear Street do not experience slippage in backtests and QuantConnect Paper Trading. In live trading, your orders may experience slippage.
To view how we model Clear Street slippage, see Slippage.
Fills
QuantConnect fills market orders immediately and completely in backtests and QuantConnect Paper Trading. In live trading, if the quantity of your market orders exceeds the quantity available at the top of the order book, your orders are filled according to what is available in the order book.
To view how we model Clear Street order fills, see Fills.
Settlements
If you trade with a margin account, trades settle immediately
To view how we model settlement for Clear Street trades, see Settlement.
Demo Algorithm
The following algorithm demonstrates the functionality of the Clear Street brokerage:
// Demonstrate Clear Street brokerage functionality with an EMA crossover strategy on SPY.
public class ClearStreetDemoAlgorithm : QCAlgorithm
{
private ExponentialMovingAverage _fast;
private ExponentialMovingAverage _slow;
public override void Initialize()
{
SetStartDate(2024, 9, 1);
SetEndDate(2024, 12, 31);
SetCash(100000);
SetBrokerageModel(BrokerageName.ClearStreet, AccountType.Margin);
var symbol = AddEquity("SPY", Resolution.Daily).Symbol;
_fast = EMA(symbol, 10, Resolution.Daily);
_slow = EMA(symbol, 50, Resolution.Daily);
}
public override void OnData(Slice slice)
{
if (!_slow.IsReady) return;
if (_fast > _slow && !Portfolio.Invested)
SetHoldings("SPY", 1);
else if (_fast < _slow && Portfolio.Invested)
Liquidate();
}
} # Demonstrate Clear Street brokerage functionality with an EMA crossover strategy on SPY.
class ClearStreetDemoAlgorithm(QCAlgorithm):
def initialize(self) -> None:
self.set_start_date(2024, 9, 1)
self.set_end_date(2024, 12, 31)
self.set_cash(100000)
self.set_brokerage_model(BrokerageName.CLEAR_STREET, AccountType.MARGIN)
symbol = self.add_equity("SPY", Resolution.DAILY).symbol
self._fast = self.ema(symbol, 10, Resolution.DAILY)
self._slow = self.ema(symbol, 50, Resolution.DAILY)
def on_data(self, slice: Slice) -> None:
if not self._slow.is_ready:
return
if self._fast.current.value > self._slow.current.value and not self.portfolio.invested:
self.set_holdings("SPY", 1)
elif self._fast.current.value < self._slow.current.value and self.portfolio.invested:
self.liquidate()
Deploy Live Algorithms
You must have an available live trading node for each live trading algorithm you deploy.
Follow these steps to deploy a live algorithm:
- Open the project you want to deploy.
- Click the
Deploy Live icon. - On the Deploy Live page, click the Brokerage field and then click from the drop-down menu.
- Enter your Clear Street access token and account ID.
- In the Region section, click the region where you want to run the algorithm.
- Click the Node field and then click the live trading node that you want to use from the drop-down menu.
- (Optional) In the Data Provider section, click and change the data provider or add additional providers.
- (Optional) Set up notifications.
- Configure the Automatically restart algorithm setting.
- Click .
To generate your API credentials, see Account Types. Your account details are not saved on QuantConnect.
Clear Street doesn't provide a live data feed, so use the QuantConnect data provider or another data provider for the securities you trade.
By enabling automatic restarts, the algorithm will use best efforts to restart the algorithm if it fails due to a runtime error. This can help improve the algorithm's resilience to temporary outages such as a brokerage API disconnection.
The deployment process can take up to 5 minutes. When the algorithm deploys, the live results page displays. If you know your brokerage positions before you deployed, you can verify they have been loaded properly by checking your equity value in the runtime statistics, your cashbook holdings, and your position holdings.
Troubleshooting
The following table describes errors you may see when deploying to Clear Street:
| Error Message(s) | Possible Cause and Fix |
|---|---|
| Your API key may be incorrect, revoked, or expired. Log in to the Clear Street web app, open , check the status and expiration of your key, and generate a new one if necessary. | |
| Clear Street accepts only market and limit orders for Equity Options and Index Options. Use a limit order instead of a stop market, stop limit, or trailing stop order. | |
| The limit or stop price of the order is zero or negative. This usually happens when you compute the price from a security that has no price data yet. Check that the security has a price before you place the order. | |
| Clear Street reports no average price for the position, so LEAN can't load it into the algorithm portfolio. Close the position in the Clear Street web app before you deploy, or avoid trading that symbol in your algorithm. | |
| Our integration reads your order updates by polling the Clear Street API. It reports a disconnect after the polling fails for one minute and reconnects as soon as the API answers again. If the problem persists, check your API key and the Clear Street service status. |
If you need further support, open a new support ticket and add the live deployment with the error.
