deploy_rsconnect

deploy_rsconnect(connect_server, board, pin_name, version=None, extra_files=None, new=False, app_id=None, title=None, python=None, force_generate=False, log_callback=None, image=None)

Deploy to Posit Connect

Parameters

Name	Type	Description	Default
connect_server	rsconnect.api.RSConnectServer	Posit Connect Server	required
board		Pins board	required
pin_name	str	Name of pin	required
version	str	Version of pin	None
extra_files	typing.List[str]	Any extra files to include	None
new	bool	Force as a new deploy	False
app_id	int	ID of an existing application to deploy new files for.	None
title	str	Optional title for the deploy.	None
python	str	Optional name of a Python executable	None
force_generate	bool	Force generating requirements.txt or environment.yml	False
log_callback	typing.Callable	Callback to use to write the log to	None
image	str	Docker image to be specified for off-host execution	None

Examples

>>> import vetiver
>>> import pins
>>> import rsconnect
>>> board = pins.board_temp(allow_pickle_read=True)
>>> connect_server = rsconnect.api.RSConnectServer(
...    url = url,
...    api_key = api_key)
>>> X, y = vetiver.get_mock_data()
>>> model = vetiver.get_mock_model().fit(X, y)
>>> v = vetiver.VetiverModel(model = model,
...    model_name = "my_model",
...    prototype_data = X)
>>> vetiver.deploy_rsconnect(
...    connect_server = connect_server,
...    board = board,
...    pin_name = "my_model"
... )