Gets the value of a variable, returning a default value if it doesn't exist.

Override debug to respect quiet logs

Logs an info message prefixed with the strategy name. Uses python logging to log the message at the `info` level. Logging goes to the

Returns the timezone of the data source. By default, America/New_York. Returns ------- str The timezone of the da

Return a list of Bars objects, each with a single bar Parameters ---------- None Returns ------- lis

Override warning to respect quiet logs

Override info to respect quiet logs

The broker custom method for sleeping. Needs to be overloaded depending whether strategy is running live or in backtesting mode

Returns whether this order has been filled. Returns ------- bool True if the order has been filled, Fals

Backtest a strategy. Parameters ---------- datasource_class : class, optional The datasource class to use. For ex

Used to evaluate and execute open orders in backtesting. This method will evaluate the open orders at the beginning of every new bar to

Get a logger instance for the given name with consistent Lumibot formatting. This function is cached to ensure that the same logger inst

Creates a new order for this specific strategy. Once created, an order must still be submitted. Some notes on Crypto markets: Crypto

Returns the current datetime according to the data source. In a backtest this will be the current bar's datetime. In live trading this will be the cur

Factory method to create a RESTClient or PolygonClient instance. The method uses environment variables to determine default values f

Return a Bars object with only the bars between start and end Parameters ---------- start : datetime.datetime The

Works with either timedelta or datetime input and updates the datetime of the broker. Parameters ---------- update_dt

process an occurred trading event and update the corresponding order

Get the weighted average filled price for this order. Option contracts often encounter partial fills, so the weighted average is the

Adds a marker to the indicators plot that loads after a backtest. This can be used to mark important events on the graph, such as price crossing a cer

Backtest a strategy. Parameters ---------- datasource_class : class, optional The datasource class to use. For ex

Conform an order for an asset to broker constraints and submit it.

Respect BACKTESTING_QUIET_LOGS without per-call environment lookups.

Get a tracked position given an asset for the current strategy. Seeks out and returns the position object for the given asset

Returns whether this order is active. Returns ------- bool True if the order is active, False otherwise.

run all strategies Parameters ---------- async_: bool Whether to run the strategies asynchronously or no

Initialize trading calendar and eagerly build caches for backtesting.

Convert numeric inputs to float when possible for safe comparisons.

Adds a strategy to the trader

Find a valid option with the given expiry and strike. First tries the requested strike, then searches nearby strikes from the option

Set the market for trading hours. Setting the market will determine the trading hours for live trading and for Yahoo backtesting. Not

Resolve a continuous futures asset to a specific contract symbol with controllable year formatting. Parameters -----

Normalize datetimes to the strategy timezone for consistent comparisons.

Adds a line data point to the indicator chart. This can be used to add lines such as bollinger bands, prices for specific assets, or any other line yo

Returns whether this order has been cancelled. Returns ------- bool True if the order has been cancelled

Parse various timestep formats into (multiplier, base_unit). Examples: "5min", "5m", "5 minutes" -> (5, "minute") "1h

Determine whether a price is unusable (None, NaN, or non-positive).

Return the timestamp of the bar

Evaluate available quote data for an option and produce execution anchors. Parameters ---------- option_asset : Asset

Return the last price of the last bar Parameters ---------- None Returns ------- float, Decimal or N

Convert naive time to datetime aware on default timezone.

Connect to ProjectX broker and set up account.

Gets a schedule of trading days and corresponding market open/close times for a specified market between given start and end dates, including

Generic request to BitUnix. Args: method: "GET", "POST", etc. endpoint: e.g. "/api/v1/futures/account"

Get asset data and update the self.pandas_data dictionary. Parameters ---------- asset : Asset The asset