Live
The live subpackage groups all engine and client implementations for live trading.
Generally a common event loop is passed into each live engine to support the overarching design of a single efficient event loop, by default uvloop.
The LiveDataClient class is responsible for interfacing with a particular API which may be presented directly by a venue, or through a broker intermediary.
It could also be possible to write clients for specialized data providers.
class LiveDataClient
Bases: DataClient
The base class for all live data clients.
- Parameters:
- loop (asyncio.AbstractEventLoop) – The event loop for the client.
- client_id (ClientId) – The client ID.
- venue (Venue or
None
) – The client venue. If multi-venue then can beNone
. - msgbus (MessageBus) – The message bus for the client.
- cache (Cache) – The cache for the client.
- clock (LiveClock) – The clock for the client.
- config (NautilusConfig , optional) – The configuration for the instance.
WARNING
This class should not be used directly, but through a concrete subclass.
async run_after_delay(delay: float, coro: Coroutine) → None
Run the given coroutine after a delay.
- Parameters:
- delay (float) – The delay (seconds) before running the coroutine.
- coro (Coroutine) – The coroutine to run after the initial delay.
create_task(coro: ~collections.abc.Coroutine, log_msg: str | None = None, actions: ~collections.abc.Callable | None = None, success_msg: str | None = None, success_color: ~nautilus_trader.core.rust.common.LogColor = <LogColor.NORMAL: 0>) → Task
Run the given coroutine with error handling and optional callback actions when done.
- Parameters:
- coro (Coroutine) – The coroutine to run.
- log_msg (str , optional) – The log message for the task.
- actions (Callable , optional) – The actions callback to run when the coroutine is done.
- success_msg (str , optional) – The log message to write on actions success.
- success_color (LogColor, default
NORMAL
) – The log message color for actions success.
- Return type: asyncio.Task
connect() → None
Connect the client.
disconnect() → None
Disconnect the client.
subscribe(self, DataType data_type, dict params=None) → void
Subscribe to data for the given data type.
- Parameters: data_type (DataType) – The data type for the subscription.
unsubscribe(self, DataType data_type, dict params=None) → void
Unsubscribe from data for the given data type.
- Parameters: data_type (DataType) – The data type for the subscription.
request(self, DataType data_type, UUID4 correlation_id, dict params=None) → void
Request data for the given data type.
- Parameters:
degrade(self) → void
Degrade the component.
While executing on_degrade() any exception will be logged and reraised, then the component
will remain in a DEGRADING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
dispose(self) → void
Dispose of the component.
While executing on_dispose() any exception will be logged and reraised, then the component
will remain in a DISPOSING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
fault(self) → void
Fault the component.
Calling this method multiple times has the same effect as calling it once (it is idempotent). Once called, it cannot be reversed, and no other methods should be called on this instance.
While executing on_fault() any exception will be logged and reraised, then the component
will remain in a FAULTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
classmethod fully_qualified_name(cls) → str
Return the fully qualified name for the components class.
- Return type: str
id
The components ID.
- Returns: ComponentId
is_connected
If the client is connected.
- Returns: bool
is_degraded
bool
Return whether the current component state is DEGRADED
.
- Return type: bool
- Type: Component.is_degraded
is_disposed
bool
Return whether the current component state is DISPOSED
.
- Return type: bool
- Type: Component.is_disposed
is_faulted
bool
Return whether the current component state is FAULTED
.
- Return type: bool
- Type: Component.is_faulted
is_initialized
bool
Return whether the component has been initialized (component.state >= INITIALIZED
).
- Return type: bool
- Type: Component.is_initialized
is_running
bool
Return whether the current component state is RUNNING
.
- Return type: bool
- Type: Component.is_running
is_stopped
bool
Return whether the current component state is STOPPED
.
- Return type: bool
- Type: Component.is_stopped
reset(self) → void
Reset the component.
All stateful fields are reset to their initial value.
While executing on_reset() any exception will be logged and reraised, then the component
will remain in a RESETTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
resume(self) → void
Resume the component.
While executing on_resume() any exception will be logged and reraised, then the component
will remain in a RESUMING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
shutdown_system(self, unicode reason=None) → void
Initiate a system-wide shutdown by generating and publishing a ShutdownSystem command.
The command is handled by the system’s NautilusKernel, which will invoke either stop (synchronously) or stop_async (asynchronously) depending on the execution context and the presence of an active event loop.
- Parameters: reason (str , optional) – The reason for issuing the shutdown command.
start(self) → void
Start the component.
While executing on_start() any exception will be logged and reraised, then the component
will remain in a STARTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
state
ComponentState
Return the components current state.
- Return type: ComponentState
- Type: Component.state
stop(self) → void
Stop the component.
While executing on_stop() any exception will be logged and reraised, then the component
will remain in a STOPPING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
subscribed_custom_data(self) → list
Return the custom data types subscribed to.
- Return type: list[DataType]
trader_id
The trader ID associated with the component.
- Returns: TraderId
type
The components type.
- Returns: type
venue
The clients venue ID (if applicable).
- Returns:
Venue or
None
class LiveMarketDataClient
Bases: MarketDataClient
The base class for all live data clients.
- Parameters:
- loop (asyncio.AbstractEventLoop) – The event loop for the client.
- client_id (ClientId) – The client ID.
- venue (Venue or
None
) – The client venue. If multi-venue then can beNone
. - msgbus (MessageBus) – The message bus for the client.
- cache (Cache) – The cache for the client.
- clock (LiveClock) – The clock for the client.
- instrument_provider (InstrumentProvider) – The instrument provider for the client.
- config (NautilusConfig , optional) – The configuration for the instance.
WARNING
This class should not be used directly, but through a concrete subclass.
async run_after_delay(delay: float, coro: Coroutine) → None
Run the given coroutine after a delay.
- Parameters:
- delay (float) – The delay (seconds) before running the coroutine.
- coro (Coroutine) – The coroutine to run after the initial delay.
create_task(coro: ~collections.abc.Coroutine, log_msg: str | None = None, actions: ~collections.abc.Callable | None = None, success_msg: str | None = None, success_color: ~nautilus_trader.core.rust.common.LogColor = <LogColor.NORMAL: 0>) → Task
Run the given coroutine with error handling and optional callback actions when done.
- Parameters:
- coro (Coroutine) – The coroutine to run.
- log_msg (str , optional) – The log message for the task.
- actions (Callable , optional) – The actions callback to run when the coroutine is done.
- success_msg (str , optional) – The log message to write on actions success.
- success_color (LogColor, default
NORMAL
) – The log message color for actions success.
- Return type: asyncio.Task
connect() → None
Connect the client.
disconnect() → None
Disconnect the client.
subscribe(self, DataType data_type, dict params=None) → void
Subscribe to data for the given data type.
- Parameters: data_type (DataType) – The data type for the subscription.
subscribe_instruments(self, dict params=None) → void
Subscribe to all Instrument data.
- Parameters: params (dict *[*str , Any ] , optional) – Additional params for the subscription.
subscribe_instrument(self, InstrumentId instrument_id, dict params=None) → void
Subscribe to the Instrument with the given instrument ID.
- Parameters: params (dict *[*str , Any ] , optional) – Additional params for the subscription.
subscribe_order_book_deltas(self, InstrumentId instrument_id, BookType book_type, int depth=0, dict params=None) → void
Subscribe to OrderBookDeltas data for the given instrument ID.
- Parameters:
- instrument_id (InstrumentId) – The order book instrument to subscribe to.
- book_type (BookType {
L1_MBP
,L2_MBP
,L3_MBO
}) – The order book type. - depth (int , optional , default None) – The maximum depth for the subscription.
- params (dict *[*str , Any ] , optional) – Additional params for the subscription.
subscribe_order_book_snapshots(self, InstrumentId instrument_id, BookType book_type, int depth=0, dict params=None) → void
Subscribe to OrderBook snapshots data for the given instrument ID.
- Parameters:
- instrument_id (InstrumentId) – The order book instrument to subscribe to.
- book_type (BookType {
L1_MBP
,L2_MBP
,L3_MBO
}) – The order book level. - depth (int , optional) – The maximum depth for the order book. A depth of 0 is maximum depth.
- params (dict *[*str , Any ] , optional) – Additional params for the subscription.
subscribe_quote_ticks(self, InstrumentId instrument_id, dict params=None) → void
Subscribe to QuoteTick data for the given instrument ID.
- Parameters:
- instrument_id (InstrumentId) – The tick instrument to subscribe to.
- params (dict *[*str , Any ] , optional) – Additional params for the subscription.
subscribe_trade_ticks(self, InstrumentId instrument_id, dict params=None) → void
Subscribe to TradeTick data for the given instrument ID.
- Parameters:
- instrument_id (InstrumentId) – The tick instrument to subscribe to.
- params (dict *[*str , Any ] , optional) – Additional params for the subscription.
subscribe_bars(self, BarType bar_type, dict params=None) → void
Subscribe to Bar data for the given bar type.
- Parameters:
- bar_type (BarType) – The bar type to subscribe to.
- params (dict *[*str , Any ] , optional) – Additional params for the subscription.
subscribe_instrument_status(self, InstrumentId instrument_id, dict params=None) → void
Subscribe to InstrumentStatus data for the given instrument ID.
- Parameters:
- instrument_id (InstrumentId) – The tick instrument to subscribe to.
- params (dict *[*str , Any ] , optional) – Additional params for the subscription.
subscribe_instrument_close(self, InstrumentId instrument_id, dict params=None) → void
Subscribe to InstrumentClose updates for the given instrument ID.
- Parameters:
- instrument_id (InstrumentId) – The tick instrument to subscribe to.
- params (dict *[*str , Any ] , optional) – Additional params for the subscription.
unsubscribe(self, DataType data_type, dict params=None) → void
Unsubscribe from data for the given data type.
- Parameters: data_type (DataType) – The data type for the subscription.
unsubscribe_instruments(self, dict params=None) → void
Unsubscribe from all Instrument data.
- Parameters: params (dict *[*str , Any ] , optional) – Additional params for the subscription.
unsubscribe_instrument(self, InstrumentId instrument_id, dict params=None) → void
Unsubscribe from Instrument data for the given instrument ID.
- Parameters:
- instrument_id (InstrumentId) – The instrument to unsubscribe from.
- params (dict *[*str , Any ] , optional) – Additional params for the subscription.
unsubscribe_order_book_deltas(self, InstrumentId instrument_id, dict params=None) → void
Unsubscribe from OrderBookDeltas data for the given instrument ID.
- Parameters:
- instrument_id (InstrumentId) – The order book instrument to unsubscribe from.
- params (dict *[*str , Any ] , optional) – Additional params for the subscription.
unsubscribe_order_book_snapshots(self, InstrumentId instrument_id, dict params=None) → void
Unsubscribe from OrderBook snapshots data for the given instrument ID.
- Parameters:
- instrument_id (InstrumentId) – The order book instrument to unsubscribe from.
- params (dict *[*str , Any ] , optional) – Additional params for the subscription.
unsubscribe_quote_ticks(self, InstrumentId instrument_id, dict params=None) → void
Unsubscribe from QuoteTick data for the given instrument ID.
- Parameters:
- instrument_id (InstrumentId) – The tick instrument to unsubscribe from.
- params (dict *[*str , Any ] , optional) – Additional params for the subscription.
unsubscribe_trade_ticks(self, InstrumentId instrument_id, dict params=None) → void
Unsubscribe from TradeTick data for the given instrument ID.
- Parameters:
- instrument_id (InstrumentId) – The tick instrument to unsubscribe from.
- params (dict *[*str , Any ] , optional) – Additional params for the subscription.
unsubscribe_bars(self, BarType bar_type, dict params=None) → void
Unsubscribe from Bar data for the given bar type.
- Parameters:
- bar_type (BarType) – The bar type to unsubscribe from.
- params (dict *[*str , Any ] , optional) – Additional params for the subscription.
unsubscribe_instrument_status(self, InstrumentId instrument_id, dict params=None) → void
Unsubscribe from InstrumentStatus data for the given instrument ID.
- Parameters:
- instrument_id (InstrumentId) – The instrument status updates to unsubscribe from.
- params (dict *[*str , Any ] , optional) – Additional params for the subscription.
unsubscribe_instrument_close(self, InstrumentId instrument_id, dict params=None) → void
Unsubscribe from InstrumentClose data for the given instrument ID.
- Parameters:
- instrument_id (InstrumentId) – The tick instrument to unsubscribe from.
- params (dict *[*str , Any ] , optional) – Additional params for the subscription.
request(self, DataType data_type, UUID4 correlation_id, dict params=None) → void
Request data for the given data type.
- Parameters:
request_instrument(self, InstrumentId instrument_id, UUID4 correlation_id, datetime start=None, datetime end=None, dict params=None) → void
Request Instrument data for the given instrument ID.
- Parameters:
- instrument_id (InstrumentId) – The instrument ID for the request.
- correlation_id (UUID4) – The correlation ID for the request.
- start (datetime , optional) – The start datetime (UTC) of request time range (inclusive).
- end (datetime , optional) – The end datetime (UTC) of request time range. The inclusiveness depends on individual data client implementation.
- params (dict *[*str , Any ] , optional) – Additional params to be sent with the request.
request_instruments(self, Venue venue, UUID4 correlation_id, datetime start=None, datetime end=None, dict params=None) → void
Request all Instrument data for the given venue.
- Parameters:
- venue (Venue) – The venue for the request.
- correlation_id (UUID4) – The correlation ID for the request.
- start (datetime , optional) – The start datetime (UTC) of request time range (inclusive).
- end (datetime , optional) – The end datetime (UTC) of request time range. The inclusiveness depends on individual data client implementation.
- params (dict *[*str , Any ] , optional) – Additional params to be sent with the request.
request_quote_ticks(self, InstrumentId instrument_id, int limit, UUID4 correlation_id, datetime start=None, datetime end=None, dict params=None) → void
Request historical QuoteTick data.
- Parameters:
- instrument_id (InstrumentId) – The tick instrument ID for the request.
- limit (int) – The limit for the number of returned ticks.
- correlation_id (UUID4) – The correlation ID for the request.
- start (datetime , optional) – The start datetime (UTC) of request time range (inclusive).
- end (datetime , optional) – The end datetime (UTC) of request time range. The inclusiveness depends on individual data client implementation.
- params (dict *[*str , Any ] , optional) – Additional params to be sent with the request.
request_trade_ticks(self, InstrumentId instrument_id, int limit, UUID4 correlation_id, datetime start=None, datetime end=None, dict params=None) → void
Request historical TradeTick data.
- Parameters:
- instrument_id (InstrumentId) – The tick instrument ID for the request.
- limit (int) – The limit for the number of returned ticks.
- correlation_id (UUID4) – The correlation ID for the request.
- start (datetime , optional) – The start datetime (UTC) of request time range (inclusive).
- end (datetime , optional) – The end datetime (UTC) of request time range. The inclusiveness depends on individual data client implementation.
- params (dict *[*str , Any ] , optional) – Additional params to be sent with the request.
request_bars(self, BarType bar_type, int limit, UUID4 correlation_id, datetime start=None, datetime end=None, dict params=None) → void
Request historical Bar data. To load historical data from a catalog, you can pass a list[DataCatalogConfig] to the TradingNodeConfig or the BacktestEngineConfig.
- Parameters:
- bar_type (BarType) – The bar type for the request.
- limit (int) – The limit for the number of returned bars.
- correlation_id (UUID4) – The correlation ID for the request.
- start (datetime , optional) – The start datetime (UTC) of request time range (inclusive).
- end (datetime , optional) – The end datetime (UTC) of request time range. The inclusiveness depends on individual data client implementation.
- params (dict *[*str , Any ] , optional) – Additional params to be sent with the request.
request_order_book_snapshot(self, InstrumentId instrument_id, int limit, UUID4 correlation_id, dict params=None) → void
Request order book snapshot data.
- Parameters:
- instrument_id (InstrumentId) – The instrument ID for the order book snapshot request.
- limit (int) – The limit on the depth of the order book snapshot.
- correction_id (UUID4) – The correlation ID for the request.
degrade(self) → void
Degrade the component.
While executing on_degrade() any exception will be logged and reraised, then the component
will remain in a DEGRADING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
dispose(self) → void
Dispose of the component.
While executing on_dispose() any exception will be logged and reraised, then the component
will remain in a DISPOSING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
fault(self) → void
Fault the component.
Calling this method multiple times has the same effect as calling it once (it is idempotent). Once called, it cannot be reversed, and no other methods should be called on this instance.
While executing on_fault() any exception will be logged and reraised, then the component
will remain in a FAULTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
classmethod fully_qualified_name(cls) → str
Return the fully qualified name for the components class.
- Return type: str
id
The components ID.
- Returns: ComponentId
is_connected
If the client is connected.
- Returns: bool
is_degraded
bool
Return whether the current component state is DEGRADED
.
- Return type: bool
- Type: Component.is_degraded
is_disposed
bool
Return whether the current component state is DISPOSED
.
- Return type: bool
- Type: Component.is_disposed
is_faulted
bool
Return whether the current component state is FAULTED
.
- Return type: bool
- Type: Component.is_faulted
is_initialized
bool
Return whether the component has been initialized (component.state >= INITIALIZED
).
- Return type: bool
- Type: Component.is_initialized
is_running
bool
Return whether the current component state is RUNNING
.
- Return type: bool
- Type: Component.is_running
is_stopped
bool
Return whether the current component state is STOPPED
.
- Return type: bool
- Type: Component.is_stopped
reset(self) → void
Reset the component.
All stateful fields are reset to their initial value.
While executing on_reset() any exception will be logged and reraised, then the component
will remain in a RESETTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
resume(self) → void
Resume the component.
While executing on_resume() any exception will be logged and reraised, then the component
will remain in a RESUMING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
shutdown_system(self, unicode reason=None) → void
Initiate a system-wide shutdown by generating and publishing a ShutdownSystem command.
The command is handled by the system’s NautilusKernel, which will invoke either stop (synchronously) or stop_async (asynchronously) depending on the execution context and the presence of an active event loop.
- Parameters: reason (str , optional) – The reason for issuing the shutdown command.
start(self) → void
Start the component.
While executing on_start() any exception will be logged and reraised, then the component
will remain in a STARTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
state
ComponentState
Return the components current state.
- Return type: ComponentState
- Type: Component.state
stop(self) → void
Stop the component.
While executing on_stop() any exception will be logged and reraised, then the component
will remain in a STOPPING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
subscribed_bars(self) → list
Return the bar types subscribed to.
- Return type: list[BarType]
subscribed_custom_data(self) → list
Return the custom data types subscribed to.
- Return type: list[DataType]
subscribed_instrument_close(self) → list
Return the instrument closes subscribed to.
- Return type: list[InstrumentId]
subscribed_instrument_status(self) → list
Return the status update instruments subscribed to.
- Return type: list[InstrumentId]
subscribed_instruments(self) → list
Return the instruments subscribed to.
- Return type: list[InstrumentId]
subscribed_order_book_deltas(self) → list
Return the order book delta instruments subscribed to.
- Return type: list[InstrumentId]
subscribed_order_book_snapshots(self) → list
Return the order book snapshot instruments subscribed to.
- Return type: list[InstrumentId]
subscribed_quote_ticks(self) → list
Return the quote tick instruments subscribed to.
- Return type: list[InstrumentId]
subscribed_trade_ticks(self) → list
Return the trade tick instruments subscribed to.
- Return type: list[InstrumentId]
trader_id
The trader ID associated with the component.
- Returns: TraderId
type
The components type.
- Returns: type
venue
The clients venue ID (if applicable).
- Returns:
Venue or
None
class LiveDataEngine
Bases: DataEngine
Provides a high-performance asynchronous live data engine.
- Parameters:
- loop (asyncio.AbstractEventLoop) – The event loop for the engine.
- msgbus (MessageBus) – The message bus for the engine.
- cache (Cache) – The cache for the engine.
- clock (LiveClock) – The clock for the engine.
- config (LiveDataEngineConfig , optional) – The configuration for the instance.
- Raises: TypeError – If config is not of type LiveDataEngineConfig.
connect() → None
Connect the engine by calling connect on all registered clients.
disconnect() → None
Disconnect the engine by calling disconnect on all registered clients.
get_cmd_queue_task() → Task | None
Return the internal command queue task for the engine.
- Return type:
asyncio.Task or
None
get_req_queue_task() → Task | None
Return the internal request queue task for the engine.
- Return type:
asyncio.Task or
None
get_res_queue_task() → Task | None
Return the internal response queue task for the engine.
- Return type:
asyncio.Task or
None
get_data_queue_task() → Task | None
Return the internal data queue task for the engine.
- Return type:
asyncio.Task or
None
cmd_qsize() → int
Return the number of DataCommand objects buffered on the internal queue.
- Return type: int
req_qsize() → int
Return the number of DataRequest objects buffered on the internal queue.
- Return type: int
res_qsize() → int
Return the number of DataResponse objects buffered on the internal queue.
- Return type: int
data_qsize() → int
Return the number of Data objects buffered on the internal queue.
- Return type: int
kill() → None
Kill the engine by abruptly canceling the queue tasks and calling stop.
execute(command: DataCommand) → None
Execute the given data command.
If the internal queue is already full then will log a warning and block until queue size reduces.
- Parameters: command (DataCommand) – The command to execute.
WARNING
This method is not thread-safe and should only be called from the same thread the event loop is running on. Calling it from a different thread may lead to unexpected behavior.
request(request: DataRequest) → None
Handle the given request.
If the internal queue is already full then will log a warning and block until queue size reduces.
- Parameters: request (DataRequest) – The request to handle.
WARNING
This method is not thread-safe and should only be called from the same thread the event loop is running on. Calling it from a different thread may lead to unexpected behavior.
response(response: DataResponse) → None
Handle the given response.
If the internal queue is already full then will log a warning and block until queue size reduces.
- Parameters: response (DataResponse) – The response to handle.
WARNING
This method is not thread-safe and should only be called from the same thread the event loop is running on. Calling it from a different thread may lead to unexpected behavior.
process(data: Data) → None
Process the given data.
If the internal queue is already full then will log a warning and block until queue size reduces.
- Parameters: data (Data) – The data to process.
WARNING
This method is not thread-safe and should only be called from the same thread the event loop is running on. Calling it from a different thread may lead to unexpected behavior.
check_connected(self) → bool
Check all of the engines clients are connected.
- Returns: True if all clients connected, else False.
- Return type: bool
check_disconnected(self) → bool
Check all of the engines clients are disconnected.
- Returns: True if all clients disconnected, else False.
- Return type: bool
command_count
The total count of data commands received by the engine.
- Returns: int
data_count
The total count of data stream objects received by the engine.
- Returns: int
debug
If debug mode is active (will provide extra debug logging).
- Returns: bool
default_client
ClientId | None
Return the default data client registered with the engine.
- Return type:
ClientId or
None
- Type: DataEngine.default_client
degrade(self) → void
Degrade the component.
While executing on_degrade() any exception will be logged and reraised, then the component
will remain in a DEGRADING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
deregister_client(self, DataClient client) → void
Deregister the given data client from the data engine.
- Parameters: client (DataClient) – The data client to deregister.
dispose(self) → void
Dispose of the component.
While executing on_dispose() any exception will be logged and reraised, then the component
will remain in a DISPOSING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
fault(self) → void
Fault the component.
Calling this method multiple times has the same effect as calling it once (it is idempotent). Once called, it cannot be reversed, and no other methods should be called on this instance.
While executing on_fault() any exception will be logged and reraised, then the component
will remain in a FAULTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
classmethod fully_qualified_name(cls) → str
Return the fully qualified name for the components class.
- Return type: str
id
The components ID.
- Returns: ComponentId
is_degraded
bool
Return whether the current component state is DEGRADED
.
- Return type: bool
- Type: Component.is_degraded
is_disposed
bool
Return whether the current component state is DISPOSED
.
- Return type: bool
- Type: Component.is_disposed
is_faulted
bool
Return whether the current component state is FAULTED
.
- Return type: bool
- Type: Component.is_faulted
is_initialized
bool
Return whether the component has been initialized (component.state >= INITIALIZED
).
- Return type: bool
- Type: Component.is_initialized
is_running
bool
Return whether the current component state is RUNNING
.
- Return type: bool
- Type: Component.is_running
is_stopped
bool
Return whether the current component state is STOPPED
.
- Return type: bool
- Type: Component.is_stopped
register_catalog(self, catalog: ParquetDataCatalog, unicode name: str = u'catalog_0') → None
Register the given data catalog with the engine.
- Parameters:
- catalog (ParquetDataCatalog) – The data catalog to register.
- name (str , default 'catalog_0') – The name of the catalog to register.
register_client(self, DataClient client) → void
Register the given data client with the data engine.
- Parameters: client (DataClient) – The client to register.
- Raises: ValueError – If client is already registered.
register_default_client(self, DataClient client) → void
Register the given client as the default routing client (when a specific venue routing cannot be found).
Any existing default routing client will be overwritten.
- Parameters: client (DataClient) – The client to register.
register_venue_routing(self, DataClient client, Venue venue) → void
Register the given client to route messages to the given venue.
Any existing client in the routing map for the given venue will be overwritten.
- Parameters:
- venue (Venue) – The venue to route messages to.
- client (DataClient) – The client for the venue routing.
registered_clients
list[ClientId]
Return the execution clients registered with the engine.
- Return type: list[ClientId]
- Type: DataEngine.registered_clients
request_count
The total count of data requests received by the engine.
- Returns: int
reset(self) → void
Reset the component.
All stateful fields are reset to their initial value.
While executing on_reset() any exception will be logged and reraised, then the component
will remain in a RESETTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
response_count
The total count of data responses received by the engine.
- Returns: int
resume(self) → void
Resume the component.
While executing on_resume() any exception will be logged and reraised, then the component
will remain in a RESUMING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
shutdown_system(self, unicode reason=None) → void
Initiate a system-wide shutdown by generating and publishing a ShutdownSystem command.
The command is handled by the system’s NautilusKernel, which will invoke either stop (synchronously) or stop_async (asynchronously) depending on the execution context and the presence of an active event loop.
- Parameters: reason (str , optional) – The reason for issuing the shutdown command.
start(self) → void
Start the component.
While executing on_start() any exception will be logged and reraised, then the component
will remain in a STARTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
state
ComponentState
Return the components current state.
- Return type: ComponentState
- Type: Component.state
stop(self) → void
Stop the component.
While executing on_stop() any exception will be logged and reraised, then the component
will remain in a STOPPING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
stop_clients(self) → void
Stop the registered clients.
subscribed_bars(self) → list
Return the bar types subscribed to.
- Return type: list[BarType]
subscribed_custom_data(self) → list
Return the custom data types subscribed to.
- Return type: list[DataType]
subscribed_instrument_close(self) → list
Return the close price instruments subscribed to.
- Return type: list[InstrumentId]
subscribed_instrument_status(self) → list
Return the status update instruments subscribed to.
- Return type: list[InstrumentId]
subscribed_instruments(self) → list
Return the instruments subscribed to.
- Return type: list[InstrumentId]
subscribed_order_book_deltas(self) → list
Return the order book delta instruments subscribed to.
- Return type: list[InstrumentId]
subscribed_order_book_snapshots(self) → list
Return the order book snapshot instruments subscribed to.
- Return type: list[InstrumentId]
subscribed_quote_ticks(self) → list
Return the quote tick instruments subscribed to.
- Return type: list[InstrumentId]
subscribed_synthetic_quotes(self) → list
Return the synthetic instrument quotes subscribed to.
- Return type: list[InstrumentId]
subscribed_synthetic_trades(self) → list
Return the synthetic instrument trades subscribed to.
- Return type: list[InstrumentId]
subscribed_trade_ticks(self) → list
Return the trade tick instruments subscribed to.
- Return type: list[InstrumentId]
trader_id
The trader ID associated with the component.
- Returns: TraderId
type
The components type.
- Returns: type
The LiveExecutionClient class is responsible for interfacing with a particular API which may be presented directly by a venue, or through a broker intermediary.
class LiveExecutionClient
Bases: ExecutionClient
The base class for all live execution clients.
- Parameters:
- loop (asyncio.AbstractEventLoop) – The event loop for the client.
- client_id (ClientId) – The client ID.
- venue (Venue or
None
) – The client venue. If multi-venue then can beNone
. - instrument_provider (InstrumentProvider) – The instrument provider for the client.
- account_type (AccountType) – The account type for the client.
- base_currency (Currency , optional) – The account base currency for the client. Use
None
for multi-currency accounts. - msgbus (MessageBus) – The message bus for the client.
- cache (Cache) – The cache for the client.
- clock (LiveClock) – The clock for the client.
- config (NautilusConfig , optional) – The configuration for the instance.
- Raises:
ValueError – If oms_type is
UNSPECIFIED
(must be specified).
WARNING
This class should not be used directly, but through a concrete subclass.
async run_after_delay(delay: float, coro: Coroutine) → None
Run the given coroutine after a delay.
- Parameters:
- delay (float) – The delay (seconds) before running the coroutine.
- coro (Coroutine) – The coroutine to run after the initial delay.
create_task(coro: ~collections.abc.Coroutine, log_msg: str | None = None, actions: ~collections.abc.Callable | None = None, success_msg: str | None = None, success_color: ~nautilus_trader.core.rust.common.LogColor = <LogColor.NORMAL: 0>) → Task
Run the given coroutine with error handling and optional callback actions when done.
- Parameters:
- coro (Coroutine) – The coroutine to run.
- log_msg (str , optional) – The log message for the task.
- actions (Callable , optional) – The actions callback to run when the coroutine is done.
- success_msg (str , optional) – The log message to write on actions success.
- success_color (str, default
NORMAL
) – The log message color for actions success.
- Return type: asyncio.Task
connect() → None
Connect the client.
disconnect() → None
Disconnect the client.
submit_order(self, SubmitOrder command) → void
Submit the order contained in the given command for execution.
- Parameters: command (SubmitOrder) – The command to execute.
submit_order_list(self, SubmitOrderList command) → void
Submit the order list contained in the given command for execution.
- Parameters: command (SubmitOrderList) – The command to execute.
modify_order(self, ModifyOrder command) → void
Modify the order with parameters contained in the command.
- Parameters: command (ModifyOrder) – The command to execute.
cancel_order(self, CancelOrder command) → void
Cancel the order with the client order ID contained in the given command.
- Parameters: command (CancelOrder) – The command to execute.
cancel_all_orders(self, CancelAllOrders command) → void
Cancel all orders for the instrument ID contained in the given command.
- Parameters: command (CancelAllOrders) – The command to execute.
batch_cancel_orders(self, BatchCancelOrders command) → void
Batch cancel orders for the instrument ID contained in the given command.
- Parameters: command (BatchCancelOrders) – The command to execute.
query_order(self, QueryOrder command) → void
Initiate a reconciliation for the queried order which will generate an OrderStatusReport.
- Parameters: command (QueryOrder) – The command to execute.
async generate_order_status_report(instrument_id: InstrumentId, client_order_id: ClientOrderId | None = None, venue_order_id: VenueOrderId | None = None) → OrderStatusReport | None
Generate an OrderStatusReport for the given order identifier parameter(s).
If the order is not found, or an error occurs, then logs and returns None
.
- Parameters:
- instrument_id (InstrumentId) – The instrument ID for the report.
- client_order_id (ClientOrderId , optional) – The client order ID for the report.
- venue_order_id (VenueOrderId , optional) – The venue order ID for the report.
- Return type:
OrderStatusReport or
None
- Raises:
ValueError – If both the client_order_id and venue_order_id are
None
.
async generate_order_status_reports(instrument_id: InstrumentId | None = None, start: Timestamp | None = None, end: Timestamp | None = None, open_only: bool = False) → list[OrderStatusReport]
Generate a list of
`
OrderStatusReport`s with optional query filters.
The returned list may be empty if no orders match the given parameters.
- Parameters:
- instrument_id (InstrumentId , optional) – The instrument ID query filter.
- start (pd.Timestamp , optional) – The start datetime (UTC) query filter.
- end (pd.Timestamp , optional) – The end datetime (UTC) query filter.
- open_only (bool , default False) – If the query is for open orders only.
- Return type: list[OrderStatusReport]
async generate_fill_reports(instrument_id: InstrumentId | None = None, venue_order_id: VenueOrderId | None = None, start: Timestamp | None = None, end: Timestamp | None = None) → list[FillReport]
Generate a list of
`
FillReport`s with optional query filters.
The returned list may be empty if no trades match the given parameters.
- Parameters:
- instrument_id (InstrumentId , optional) – The instrument ID query filter.
- venue_order_id (VenueOrderId , optional) – The venue order ID (assigned by the venue) query filter.
- start (pd.Timestamp , optional) – The start datetime (UTC) query filter.
- end (pd.Timestamp , optional) – The end datetime (UTC) query filter.
- Return type: list[FillReport]
async generate_position_status_reports(instrument_id: InstrumentId | None = None, start: Timestamp | None = None, end: Timestamp | None = None) → list[PositionStatusReport]
Generate a list of
`
PositionStatusReport`s with optional query filters.
The returned list may be empty if no positions match the given parameters.
- Parameters:
- instrument_id (InstrumentId , optional) – The instrument ID query filter.
- start (pd.Timestamp , optional) – The start datetime (UTC) query filter.
- end (pd.Timestamp , optional) – The end datetime (UTC) query filter.
- Return type: list[PositionStatusReport]
async generate_mass_status(lookback_mins: int | None = None) → ExecutionMassStatus | None
Generate an ExecutionMassStatus report.
- Parameters: lookback_mins (int , optional) – The maximum lookback for querying closed orders, trades and positions.
- Return type:
ExecutionMassStatus or
None
account_id
The clients account ID.
- Returns:
AccountId or
None
account_type
The clients account type.
- Returns: AccountType
base_currency
The clients account base currency (None for multi-currency accounts).
- Returns:
Currency or
None
degrade(self) → void
Degrade the component.
While executing on_degrade() any exception will be logged and reraised, then the component
will remain in a DEGRADING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
dispose(self) → void
Dispose of the component.
While executing on_dispose() any exception will be logged and reraised, then the component
will remain in a DISPOSING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
fault(self) → void
Fault the component.
Calling this method multiple times has the same effect as calling it once (it is idempotent). Once called, it cannot be reversed, and no other methods should be called on this instance.
While executing on_fault() any exception will be logged and reraised, then the component
will remain in a FAULTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
classmethod fully_qualified_name(cls) → str
Return the fully qualified name for the components class.
- Return type: str
generate_account_state(self, list balances, list margins, bool reported, uint64_t ts_event, dict info=None) → void
Generate an AccountState event and publish on the message bus.
- Parameters:
- balances (list [AccountBalance ]) – The account balances.
- margins (list [MarginBalance ]) – The margin balances.
- reported (bool) – If the balances are reported directly from the exchange.
- ts_event (uint64_t) – UNIX timestamp (nanoseconds) when the account state event occurred.
- info (dict *[*str , object ]) – The additional implementation specific account information.
generate_order_accepted(self, StrategyId strategy_id, InstrumentId instrument_id, ClientOrderId client_order_id, VenueOrderId venue_order_id, uint64_t ts_event) → void
Generate an OrderAccepted event and send it to the ExecutionEngine.
- Parameters:
- strategy_id (StrategyId) – The strategy ID associated with the event.
- instrument_id (InstrumentId) – The instrument ID.
- client_order_id (ClientOrderId) – The client order ID.
- venue_order_id (VenueOrderId) – The venue order ID (assigned by the venue).
- ts_event (uint64_t) – UNIX timestamp (nanoseconds) when the order accepted event occurred.
generate_order_cancel_rejected(self, StrategyId strategy_id, InstrumentId instrument_id, ClientOrderId client_order_id, VenueOrderId venue_order_id, unicode reason, uint64_t ts_event) → void
Generate an OrderCancelRejected event and send it to the ExecutionEngine.
- Parameters:
- strategy_id (StrategyId) – The strategy ID associated with the event.
- instrument_id (InstrumentId) – The instrument ID.
- client_order_id (ClientOrderId) – The client order ID.
- venue_order_id (VenueOrderId) – The venue order ID (assigned by the venue).
- reason (str) – The order cancel rejected reason.
- ts_event (uint64_t) – UNIX timestamp (nanoseconds) when the order cancel rejected event occurred.
generate_order_canceled(self, StrategyId strategy_id, InstrumentId instrument_id, ClientOrderId client_order_id, VenueOrderId venue_order_id, uint64_t ts_event) → void
Generate an OrderCanceled event and send it to the ExecutionEngine.
- Parameters:
- strategy_id (StrategyId) – The strategy ID associated with the event.
- instrument_id (InstrumentId) – The instrument ID.
- client_order_id (ClientOrderId) – The client order ID.
- venue_order_id (VenueOrderId) – The venue order ID (assigned by the venue).
- ts_event (uint64_t) – UNIX timestamp (nanoseconds) when order canceled event occurred.
generate_order_expired(self, StrategyId strategy_id, InstrumentId instrument_id, ClientOrderId client_order_id, VenueOrderId venue_order_id, uint64_t ts_event) → void
Generate an OrderExpired event and send it to the ExecutionEngine.
- Parameters:
- strategy_id (StrategyId) – The strategy ID associated with the event.
- instrument_id (InstrumentId) – The instrument ID.
- client_order_id (ClientOrderId) – The client order ID.
- venue_order_id (VenueOrderId) – The venue order ID (assigned by the venue).
- ts_event (uint64_t) – UNIX timestamp (nanoseconds) when the order expired event occurred.
generate_order_filled(self, StrategyId strategy_id, InstrumentId instrument_id, ClientOrderId client_order_id, VenueOrderId venue_order_id, PositionId venue_position_id: PositionId | None, TradeId trade_id, OrderSide order_side, OrderType order_type, Quantity last_qty, Price last_px, Currency quote_currency, Money commission, LiquiditySide liquidity_side, uint64_t ts_event, dict info=None) → void
Generate an OrderFilled event and send it to the ExecutionEngine.
- Parameters:
- strategy_id (StrategyId) – The strategy ID associated with the event.
- instrument_id (InstrumentId) – The instrument ID.
- client_order_id (ClientOrderId) – The client order ID.
- venue_order_id (VenueOrderId) – The venue order ID (assigned by the venue).
- trade_id (TradeId) – The trade ID.
- venue_position_id (PositionId or
None
) – The venue position ID associated with the order. If the trading venue has assigned a position ID / ticket then pass that here, otherwise passNone
and the execution engine OMS will handle position ID resolution. - order_side (OrderSide {
BUY
,SELL
}) – The execution order side. - order_type (OrderType) – The execution order type.
- last_qty (Quantity) – The fill quantity for this execution.
- last_px (Price) – The fill price for this execution (not average price).
- quote_currency (Currency) – The currency of the price.
- commission (Money) – The fill commission.
- liquidity_side (LiquiditySide {
NO_LIQUIDITY_SIDE
,MAKER
,TAKER
}) – The execution liquidity side. - ts_event (uint64_t) – UNIX timestamp (nanoseconds) when the order filled event occurred.
- info (dict *[*str , object ] , optional) – The additional fill information.
generate_order_modify_rejected(self, StrategyId strategy_id, InstrumentId instrument_id, ClientOrderId client_order_id, VenueOrderId venue_order_id, unicode reason, uint64_t ts_event) → void
Generate an OrderModifyRejected event and send it to the ExecutionEngine.
- Parameters:
- strategy_id (StrategyId) – The strategy ID associated with the event.
- instrument_id (InstrumentId) – The instrument ID.
- client_order_id (ClientOrderId) – The client order ID.
- venue_order_id (VenueOrderId) – The venue order ID (assigned by the venue).
- reason (str) – The order update rejected reason.
- ts_event (uint64_t) – UNIX timestamp (nanoseconds) when the order update rejection event occurred.
generate_order_rejected(self, StrategyId strategy_id, InstrumentId instrument_id, ClientOrderId client_order_id, unicode reason, uint64_t ts_event) → void
Generate an OrderRejected event and send it to the ExecutionEngine.
- Parameters:
- strategy_id (StrategyId) – The strategy ID associated with the event.
- instrument_id (InstrumentId) – The instrument ID.
- client_order_id (ClientOrderId) – The client order ID.
- reason (datetime) – The order rejected reason.
- ts_event (uint64_t) – UNIX timestamp (nanoseconds) when the order rejected event occurred.
generate_order_submitted(self, StrategyId strategy_id, InstrumentId instrument_id, ClientOrderId client_order_id, uint64_t ts_event) → void
Generate an OrderSubmitted event and send it to the ExecutionEngine.
- Parameters:
- strategy_id (StrategyId) – The strategy ID associated with the event.
- instrument_id (InstrumentId) – The instrument ID.
- client_order_id (ClientOrderId) – The client order ID.
- ts_event (uint64_t) – UNIX timestamp (nanoseconds) when the order submitted event occurred.
generate_order_triggered(self, StrategyId strategy_id, InstrumentId instrument_id, ClientOrderId client_order_id, VenueOrderId venue_order_id, uint64_t ts_event) → void
Generate an OrderTriggered event and send it to the ExecutionEngine.
- Parameters:
- strategy_id (StrategyId) – The strategy ID associated with the event.
- instrument_id (InstrumentId) – The instrument ID.
- client_order_id (ClientOrderId) – The client order ID.
- venue_order_id (VenueOrderId) – The venue order ID (assigned by the venue).
- ts_event (uint64_t) – UNIX timestamp (nanoseconds) when the order triggered event occurred.
generate_order_updated(self, StrategyId strategy_id, InstrumentId instrument_id, ClientOrderId client_order_id, VenueOrderId venue_order_id, Quantity quantity, Price price, Price trigger_price, uint64_t ts_event, bool venue_order_id_modified=False) → void
Generate an OrderUpdated event and send it to the ExecutionEngine.
- Parameters:
- strategy_id (StrategyId) – The strategy ID associated with the event.
- instrument_id (InstrumentId) – The instrument ID.
- client_order_id (ClientOrderId) – The client order ID.
- venue_order_id (VenueOrderId) – The venue order ID (assigned by the venue).
- quantity (Quantity) – The orders current quantity.
- price (Price) – The orders current price.
- trigger_price (Price or
None
) – The orders current trigger price. - ts_event (uint64_t) – UNIX timestamp (nanoseconds) when the order update event occurred.
- venue_order_id_modified (bool) – If the ID was modified for this event.
get_account(self) → Account
Return the account for the client (if registered).
- Return type:
Account or
None
id
The components ID.
- Returns: ComponentId
is_connected
If the client is connected.
- Returns: bool
is_degraded
bool
Return whether the current component state is DEGRADED
.
- Return type: bool
- Type: Component.is_degraded
is_disposed
bool
Return whether the current component state is DISPOSED
.
- Return type: bool
- Type: Component.is_disposed
is_faulted
bool
Return whether the current component state is FAULTED
.
- Return type: bool
- Type: Component.is_faulted
is_initialized
bool
Return whether the component has been initialized (component.state >= INITIALIZED
).
- Return type: bool
- Type: Component.is_initialized
is_running
bool
Return whether the current component state is RUNNING
.
- Return type: bool
- Type: Component.is_running
is_stopped
bool
Return whether the current component state is STOPPED
.
- Return type: bool
- Type: Component.is_stopped
oms_type
The venues order management system type.
- Returns: OmsType
reset(self) → void
Reset the component.
All stateful fields are reset to their initial value.
While executing on_reset() any exception will be logged and reraised, then the component
will remain in a RESETTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
resume(self) → void
Resume the component.
While executing on_resume() any exception will be logged and reraised, then the component
will remain in a RESUMING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
shutdown_system(self, unicode reason=None) → void
Initiate a system-wide shutdown by generating and publishing a ShutdownSystem command.
The command is handled by the system’s NautilusKernel, which will invoke either stop (synchronously) or stop_async (asynchronously) depending on the execution context and the presence of an active event loop.
- Parameters: reason (str , optional) – The reason for issuing the shutdown command.
start(self) → void
Start the component.
While executing on_start() any exception will be logged and reraised, then the component
will remain in a STARTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
state
ComponentState
Return the components current state.
- Return type: ComponentState
- Type: Component.state
stop(self) → void
Stop the component.
While executing on_stop() any exception will be logged and reraised, then the component
will remain in a STOPPING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
trader_id
The trader ID associated with the component.
- Returns: TraderId
type
The components type.
- Returns: type
venue
The clients venue ID (if not a routing client).
- Returns:
Venue or
None
class LiveExecutionEngine
Bases: ExecutionEngine
Provides a high-performance asynchronous live execution engine.
- Parameters:
- loop (asyncio.AbstractEventLoop) – The event loop for the engine.
- msgbus (MessageBus) – The message bus for the engine.
- cache (Cache) – The cache for the engine.
- clock (LiveClock) – The clock for the engine.
- config (LiveExecEngineConfig , optional) – The configuration for the instance.
- Raises: TypeError – If config is not of type LiveExecEngineConfig.
property reconciliation : bool
Return whether the reconciliation process will be run on start.
- Return type: bool
connect() → None
Connect the engine by calling connect on all registered clients.
disconnect() → None
Disconnect the engine by calling disconnect on all registered clients.
get_cmd_queue_task() → Task | None
Return the internal command queue task for the engine.
- Return type:
asyncio.Task or
None
get_evt_queue_task() → Task | None
Return the internal event queue task for the engine.
- Return type:
asyncio.Task or
None
get_inflight_check_task() → Task | None
Return the internal in-flight check task for the engine.
- Return type:
asyncio.Task or
None
get_open_check_task() → Task | None
Return the open check task for the engine.
- Return type:
asyncio.Task or
None
cmd_qsize() → int
Return the number of Command messages buffered on the internal queue.
- Return type: int
evt_qsize() → int
Return the number of Event messages buffered on the internal queue.
- Return type: int
kill() → None
Kill the engine by abruptly canceling the queue task and calling stop.
execute(command: TradingCommand) → None
Execute the given command.
If the internal queue is already full then will log a warning and block until queue size reduces.
- Parameters: command (TradingCommand) – The command to execute.
WARNING
This method is not thread-safe and should only be called from the same thread the event loop is running on. Calling it from a different thread may lead to unexpected behavior.
process(event: OrderEvent) → None
Process the given event.
If the internal queue is already full then will log a warning and block until queue size reduces.
- Parameters: event (OrderEvent) – The event to process.
WARNING
This method is not thread-safe and should only be called from the same thread the event loop is running on. Calling it from a different thread may lead to unexpected behavior.
async reconcile_state(timeout_secs: float = 10.0) → bool
Reconcile the internal execution state with all execution clients (external state).
- Parameters: timeout_secs (double , default 10.0) – The timeout (seconds) for reconciliation to complete.
- Returns: True if states reconcile within timeout, else False.
- Return type: bool
- Raises: ValueError – If timeout_secs is not positive (> 0).
reconcile_report(report: ExecutionReport) → bool
Reconcile the given execution report.
- Parameters: report (ExecutionReport) – The execution report to check.
- Returns: True if reconciliation successful, else False.
- Return type: bool
reconcile_mass_status(report: ExecutionMassStatus) → None
Reconcile the given execution mass status report.
- Parameters: report (ExecutionMassStatus) – The execution mass status report to reconcile.
check_connected(self) → bool
Check all of the engines clients are connected.
- Returns: True if all clients connected, else False.
- Return type: bool
check_disconnected(self) → bool
Check all of the engines clients are disconnected.
- Returns: True if all clients disconnected, else False.
- Return type: bool
check_integrity(self) → bool
Check integrity of data within the cache and clients.
- Returns: True if checks pass, else False.
- Return type: bool
check_residuals(self) → bool
Check for any residual open state and log warnings if found.
‘Open state’ is considered to be open orders and open positions.
- Returns: True if residuals exist, else False.
- Return type: bool
command_count
The total count of commands received by the engine.
- Returns: int
debug
If debug mode is active (will provide extra debug logging).
- Returns: bool
default_client
ClientId | None
Return the default execution client registered with the engine.
- Return type:
ClientId or
None
- Type: ExecutionEngine.default_client
degrade(self) → void
Degrade the component.
While executing on_degrade() any exception will be logged and reraised, then the component
will remain in a DEGRADING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
deregister_client(self, ExecutionClient client) → void
Deregister the given execution client from the execution engine.
- Parameters: client (ExecutionClient) – The execution client to deregister.
- Raises: ValueError – If client is not registered with the execution engine.
dispose(self) → void
Dispose of the component.
While executing on_dispose() any exception will be logged and reraised, then the component
will remain in a DISPOSING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
event_count
The total count of events received by the engine.
- Returns: int
fault(self) → void
Fault the component.
Calling this method multiple times has the same effect as calling it once (it is idempotent). Once called, it cannot be reversed, and no other methods should be called on this instance.
While executing on_fault() any exception will be logged and reraised, then the component
will remain in a FAULTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
flush_db(self) → void
Flush the execution database which permanently removes all persisted data.
WARNING
Permanent data loss.
classmethod fully_qualified_name(cls) → str
Return the fully qualified name for the components class.
- Return type: str
get_external_order_claim(self, InstrumentId instrument_id) → StrategyId
Get any external order claim for the given instrument ID.
- Parameters: instrument_id (InstrumentId) – The instrument ID for the claim.
- Return type:
StrategyId or
None
get_external_order_claims_instruments(self) → set
Get all external order claims instrument IDs.
- Return type: set[InstrumentId]
id
The components ID.
- Returns: ComponentId
is_degraded
bool
Return whether the current component state is DEGRADED
.
- Return type: bool
- Type: Component.is_degraded
is_disposed
bool
Return whether the current component state is DISPOSED
.
- Return type: bool
- Type: Component.is_disposed
is_faulted
bool
Return whether the current component state is FAULTED
.
- Return type: bool
- Type: Component.is_faulted
is_initialized
bool
Return whether the component has been initialized (component.state >= INITIALIZED
).
- Return type: bool
- Type: Component.is_initialized
is_running
bool
Return whether the current component state is RUNNING
.
- Return type: bool
- Type: Component.is_running
is_stopped
bool
Return whether the current component state is STOPPED
.
- Return type: bool
- Type: Component.is_stopped
load_cache(self) → void
Load the cache up from the execution database.
position_id_count(self, StrategyId strategy_id) → int
The position ID count for the given strategy ID.
- Parameters: strategy_id (StrategyId) – The strategy ID for the position count.
- Return type: int
register_client(self, ExecutionClient client) → void
Register the given execution client with the execution engine.
If the client.venue is None
and a default routing client has not
been previously registered then will be registered as such.
- Parameters: client (ExecutionClient) – The execution client to register.
- Raises: ValueError – If client is already registered with the execution engine.
register_default_client(self, ExecutionClient client) → void
Register the given client as the default routing client (when a specific venue routing cannot be found).
Any existing default routing client will be overwritten.
- Parameters: client (ExecutionClient) – The client to register.
register_external_order_claims(self, Strategy strategy) → void
Register the given strategies external order claim instrument IDs (if any)
- Parameters: strategy (Strategy) – The strategy for the registration.
- Raises: InvalidConfiguration – If a strategy is already registered to claim external orders for an instrument ID.
register_oms_type(self, Strategy strategy) → void
Register the given trading strategies OMS (Order Management System) type.
- Parameters: strategy (Strategy) – The strategy for the registration.
register_venue_routing(self, ExecutionClient client, Venue venue) → void
Register the given client to route orders to the given venue.
Any existing client in the routing map for the given venue will be overwritten.
- Parameters:
- venue (Venue) – The venue to route orders to.
- client (ExecutionClient) – The client for the venue routing.
registered_clients
list[ClientId]
Return the execution clients registered with the engine.
- Return type: list[ClientId]
- Type: ExecutionEngine.registered_clients
report_count
‘int’ The total count of reports received by the engine.
- Returns: int
- Type: report_count
reset(self) → void
Reset the component.
All stateful fields are reset to their initial value.
While executing on_reset() any exception will be logged and reraised, then the component
will remain in a RESETTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
resume(self) → void
Resume the component.
While executing on_resume() any exception will be logged and reraised, then the component
will remain in a RESUMING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
shutdown_system(self, unicode reason=None) → void
Initiate a system-wide shutdown by generating and publishing a ShutdownSystem command.
The command is handled by the system’s NautilusKernel, which will invoke either stop (synchronously) or stop_async (asynchronously) depending on the execution context and the presence of an active event loop.
- Parameters: reason (str , optional) – The reason for issuing the shutdown command.
snapshot_orders
If order state snapshots should be persisted.
- Returns: bool
snapshot_positions
If position state snapshots should be persisted.
- Returns: bool
snapshot_positions_interval_secs
The interval (seconds) at which additional position state snapshots are persisted.
- Returns: double
snapshot_positions_timer_name
start(self) → void
Start the component.
While executing on_start() any exception will be logged and reraised, then the component
will remain in a STARTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
state
ComponentState
Return the components current state.
- Return type: ComponentState
- Type: Component.state
stop(self) → void
Stop the component.
While executing on_stop() any exception will be logged and reraised, then the component
will remain in a STOPPING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
stop_clients(self) → void
Stop the registered clients.
trader_id
The trader ID associated with the component.
- Returns: TraderId
type
The components type.
- Returns: type
class LiveRiskEngine
Bases: RiskEngine
Provides a high-performance asynchronous live risk engine.
- Parameters:
- loop (asyncio.AbstractEventLoop) – The event loop for the engine.
- portfolio (PortfolioFacade) – The portfolio for the engine.
- msgbus (MessageBus) – The message bus for the engine.
- cache (CacheFacade) – The read-only cache for the engine.
- clock (LiveClock) – The clock for the engine.
- config (LiveRiskEngineConfig) – The configuration for the instance.
- Raises: TypeError – If config is not of type LiveRiskEngineConfig.
get_cmd_queue_task() → Task | None
Return the internal command queue task for the engine.
- Return type:
asyncio.Task or
None
get_evt_queue_task() → Task | None
Return the internal event queue task for the engine.
- Return type:
asyncio.Task or
None
cmd_qsize() → int
Return the number of Command messages buffered on the internal queue.
- Return type: int
evt_qsize() → int
Return the number of Event messages buffered on the internal queue.
- Return type: int
kill() → None
Kill the engine by abruptly canceling the queue task and calling stop.
execute(command: Command) → None
Execute the given command.
If the internal queue is already full then will log a warning and block until queue size reduces.
- Parameters: command (Command) – The command to execute.
WARNING
This method is not thread-safe and should only be called from the same thread the event loop is running on. Calling it from a different thread may lead to unexpected behavior.
process(event: Event) → None
Process the given event.
If the internal queue is already full then will log a warning and block until queue size reduces.
- Parameters: event (Event) – The event to process.
WARNING
This method is not thread-safe and should only be called from the same thread the event loop is running on. Calling it from a different thread may lead to unexpected behavior.
command_count
The total count of commands received by the engine.
- Returns: int
debug
If debug mode is active (will provide extra debug logging).
- Returns: bool
degrade(self) → void
Degrade the component.
While executing on_degrade() any exception will be logged and reraised, then the component
will remain in a DEGRADING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
dispose(self) → void
Dispose of the component.
While executing on_dispose() any exception will be logged and reraised, then the component
will remain in a DISPOSING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
event_count
The total count of events received by the engine.
- Returns: int
fault(self) → void
Fault the component.
Calling this method multiple times has the same effect as calling it once (it is idempotent). Once called, it cannot be reversed, and no other methods should be called on this instance.
While executing on_fault() any exception will be logged and reraised, then the component
will remain in a FAULTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
classmethod fully_qualified_name(cls) → str
Return the fully qualified name for the components class.
- Return type: str
id
The components ID.
- Returns: ComponentId
is_bypassed
If the risk engine is completely bypassed.
- Returns: bool
is_degraded
bool
Return whether the current component state is DEGRADED
.
- Return type: bool
- Type: Component.is_degraded
is_disposed
bool
Return whether the current component state is DISPOSED
.
- Return type: bool
- Type: Component.is_disposed
is_faulted
bool
Return whether the current component state is FAULTED
.
- Return type: bool
- Type: Component.is_faulted
is_initialized
bool
Return whether the component has been initialized (component.state >= INITIALIZED
).
- Return type: bool
- Type: Component.is_initialized
is_running
bool
Return whether the current component state is RUNNING
.
- Return type: bool
- Type: Component.is_running
is_stopped
bool
Return whether the current component state is STOPPED
.
- Return type: bool
- Type: Component.is_stopped
max_notional_per_order(self, InstrumentId instrument_id)
Return the current maximum notional per order for the given instrument ID.
- Return type:
Decimal or
None
max_notionals_per_order(self) → dict
Return the current maximum notionals per order settings.
- Return type: dict[InstrumentId, Decimal]
max_order_modify_rate(self) → tuple
Return the current maximum order modify rate limit setting.
- Returns: The limit per timedelta interval.
- Return type: (int, timedelta)
max_order_submit_rate(self) → tuple
Return the current maximum order submit rate limit setting.
- Returns: The limit per timedelta interval.
- Return type: (int, timedelta)
reset(self) → void
Reset the component.
All stateful fields are reset to their initial value.
While executing on_reset() any exception will be logged and reraised, then the component
will remain in a RESETTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
resume(self) → void
Resume the component.
While executing on_resume() any exception will be logged and reraised, then the component
will remain in a RESUMING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
set_max_notional_per_order(self, InstrumentId instrument_id, new_value) → void
Set the maximum notional value per order for the given instrument ID.
Passing a new_value of None
will disable the pre-trade risk max
notional check.
- Parameters:
- instrument_id (InstrumentId) – The instrument ID for the max notional.
- new_value (integer , float , string or Decimal) – The max notional value to set.
- Raises:
- decimal.InvalidOperation – If new_value not a valid input for decimal.Decimal.
- ValueError – If new_value is not
None
and not positive.
set_trading_state(self, TradingState state) → void
Set the trading state for the engine.
- Parameters: state (TradingState) – The state to set.
shutdown_system(self, unicode reason=None) → void
Initiate a system-wide shutdown by generating and publishing a ShutdownSystem command.
The command is handled by the system’s NautilusKernel, which will invoke either stop (synchronously) or stop_async (asynchronously) depending on the execution context and the presence of an active event loop.
- Parameters: reason (str , optional) – The reason for issuing the shutdown command.
start(self) → void
Start the component.
While executing on_start() any exception will be logged and reraised, then the component
will remain in a STARTING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
state
ComponentState
Return the components current state.
- Return type: ComponentState
- Type: Component.state
stop(self) → void
Stop the component.
While executing on_stop() any exception will be logged and reraised, then the component
will remain in a STOPPING
state.
WARNING
Do not override.
If the component is not in a valid state from which to execute this method, then the component state will not change, and an error will be logged.
trader_id
The trader ID associated with the component.
- Returns: TraderId
trading_state
The current trading state for the engine.
- Returns: TradingState
type
The components type.
- Returns: type
class TradingNode
Bases: object
Provides an asynchronous network node for live trading.
- Parameters:
- config (TradingNodeConfig , optional) – The configuration for the instance.
- loop (asyncio.AbstractEventLoop , optional) – The event loop for the node.
If
None
then will get the running event loop internally.
property trader_id : TraderId
Return the nodes trader ID.
- Return type: TraderId
property machine_id : str
Return the nodes machine ID.
- Return type: str
property instance_id : UUID4
Return the nodes instance ID.
- Return type: UUID4
property trader : Trader
Return the nodes internal trader.
- Return type: Trader
property cache : CacheFacade
Return the nodes internal read-only cache.
- Return type: CacheFacade
property portfolio : PortfolioFacade
Return the nodes internal read-only portfolio.
- Return type: PortfolioFacade
property is_running : bool
Return whether the trading node is running.
- Return type: bool
property is_built : bool
Return whether the trading node clients are built.
- Return type: bool
get_event_loop() → AbstractEventLoop | None
Return the event loop of the trading node.
- Return type:
asyncio.AbstractEventLoop or
None
get_logger() → Logger
Return the logger for the trading node.
- Return type: Logger
add_data_client_factory(name: str, factory: type[LiveDataClientFactory]) → None
Add the given data client factory to the node.
- Parameters:
- name (str) – The name of the client factory.
- factory (type *[*LiveDataClientFactory ]) – The factory class to add.
- Raises:
- ValueError – If name is not a valid string.
- KeyError – If name has already been added.
add_exec_client_factory(name: str, factory: type[LiveExecClientFactory]) → None
Add the given execution client factory to the node.
- Parameters:
- name (str) – The name of the client factory.
- factory (type *[*LiveExecutionClientFactory ]) – The factory class to add.
- Raises:
- ValueError – If name is not a valid string.
- KeyError – If name has already been added.
build() → None
Build the nodes clients.
run(raise_exception=False) → None
Start and run the trading node.
publish_bus_message(bus_msg: BusMessage) → None
Publish bus message on the internal message bus.
Note the message will not be published externally.
- Parameters: bus_msg (nautilus_pyo3.BusMessage) – The bus message to publish.
async run_async() → None
Start and run the trading node asynchronously.
stop() → None
Stop the trading node gracefully.
After a specified delay the internal Trader residual state will be checked.
If save strategy is configured, then strategy states will be saved.
async stop_async() → None
Stop the trading node gracefully, asynchronously.
After a specified delay the internal Trader residual state will be checked.
If save strategy is configured, then strategy states will be saved.
dispose() → None
Dispose of the trading node.
Gracefully shuts down the executor and event loop.
class TradingNodeBuilder
Bases: object
Provides building services for a trading node.
- Parameters:
- loop (asyncio.AbstractEventLoop) – The event loop for the clients.
- data_engine (LiveDataEngine) – The data engine for the trading node.
- exec_engine (LiveExecutionEngine) – The execution engine for the trading node.
- portfolio (Portfolio) – The portfolio for the trading node.
- msgbus (MessageBus) – The message bus for the trading node.
- cache (Cache) – The cache for building clients.
- clock (LiveClock) – The clock for building clients.
- logger (Logger) – The logger for building clients.
- log (Logger) – The trading nodes logger.
add_data_client_factory(name: str, factory: type[LiveDataClientFactory]) → None
Add the given data client factory to the builder.
- Parameters:
- name (str) – The name of the client.
- factory (type *[*LiveDataClientFactory ]) – The factory to add.
- Raises:
- ValueError – If name is not a valid string.
- KeyError – If name has already been added.
add_exec_client_factory(name: str, factory: type[LiveExecClientFactory]) → None
Add the given client factory to the builder.
- Parameters:
- name (str) – The name of the client.
- factory (type *[*LiveExecClientFactory ]) – The factory to add.
- Raises:
- ValueError – If name is not a valid string.
- KeyError – If name has already been added.
build_data_clients(config: dict[str, LiveDataClientConfig]) → None
Build the data clients with the given configuration.
- Parameters: config (dict *[*str , ImportableConfig | LiveDataClientConfig ]) – The data clients configuration.
build_exec_clients(config: dict[str, LiveExecClientConfig]) → None
Build the execution clients with the given configuration.
- Parameters: config (dict *[*str , ImportableConfig | LiveExecClientConfig ]) – The execution clients configuration.