Add custom how-to guides to documentation, additional notebook around how to use dev cli
This commit is contained in:
Charlie Crane
50
docs/source/how_to_guides/custom_actions.rst
Normal file
50
docs/source/how_to_guides/custom_actions.rst
Normal file
@@ -0,0 +1,50 @@
|
||||
.. only:: comment
|
||||
|
||||
© Crown-owned copyright 2025, Defence Science and Technology Laboratory UK
|
||||
|
||||
.. _custom_action:
|
||||
|
||||
Creating Custom Actions in PrimAITE
|
||||
***********************************
|
||||
|
||||
PrimAITE contains a selection of available actions that can be exercised within a training session, listed within ``actions.py``. `Note`: Agents are only able to perform the actions listed within it's action_map, defined within it's configuration YAML. See :ref:`custom_environment` for more information.
|
||||
|
||||
Developing Custom Actions
|
||||
============================
|
||||
|
||||
Actions within PrimAITE follow a default format, as seen below and in ``actions.py``. It's important that they have an identifier when declared, as this is used when creating the training environment.
|
||||
|
||||
.. code:: Python
|
||||
|
||||
class ExampleActionClass(AbstractAction, identifier="ExampleActions"):
|
||||
"""Example Action Class"""
|
||||
|
||||
def __init__(self, manager: "ActionManager", num_nodes: int, num_folders: int, **kwargs) -> None:
|
||||
super().__init(manager, num_nodes=num_nodes, num_folders=num_folders, **kwargs)
|
||||
self.verb: str = "ExampleAction"
|
||||
|
||||
Integration with PrimAITE ActionManager
|
||||
==========================================
|
||||
|
||||
Any custom actions should then be added to the `ActionManager` class, and the `act_class_identifiers` dictionary. This will map the action class to the corresponding action type string that would be passed through the PrimAITE `request_system`.
|
||||
|
||||
|
||||
Interaction with the PrimAITE Request Manager
|
||||
================================================
|
||||
|
||||
Where an action would cause a request to be sent through the PrimAITE RequestManager, a `form_request` method is expected to be defined within the Action Class. This should format the action into a format that can be ingested by the `RequestManager`. Examples of this include the `NodeFolderCreateAction`, which sends a formed request to create a folder on a given node (seen below).
|
||||
|
||||
.. code:: Python
|
||||
|
||||
def form_request(self, node_id: int, folder_name: str) -> RequestFormat:
|
||||
"""Return the action formatted as a request which can be ingested by the PrimAITE simulation."""
|
||||
node_name = self.manager.get_node_name_by_idx(node_id)
|
||||
if node_name is None or folder_name is None:
|
||||
return ["do_nothing"]
|
||||
return ["network", "node", node_name, "file_system", "create", "folder", folder_name]
|
||||
|
||||
Action Masking
|
||||
==============
|
||||
|
||||
Agents which use the `ProxyAgent` class within PrimAITE are able to use Action Masking. This allows the agent to know if the actions are valid/invalid based on the current environment.
|
||||
Information on how to ensure this can be applied to your custom action can be found in :ref:`action_masking`
|
||||
26
docs/source/how_to_guides/custom_environment.rst
Normal file
26
docs/source/how_to_guides/custom_environment.rst
Normal file
@@ -0,0 +1,26 @@
|
||||
.. only:: comment
|
||||
|
||||
© Crown-owned copyright 2025, Defence Science and Technology Laboratory UK
|
||||
|
||||
.. _custom_environment:
|
||||
|
||||
Creating Custom Environments for PrimAITE
|
||||
*****************************************
|
||||
|
||||
PrimAITE generates it's training configuration/Environments through ingestion of YAML files. A detailed walkthrough of how to create your own environment can be found within the ``Creating-Custom-Environments`` jupyter notebook.
|
||||
|
||||
You configuration file should follow the hierarchy seen below:
|
||||
|
||||
.. code:: yaml
|
||||
|
||||
io_settings:
|
||||
...
|
||||
game:
|
||||
...
|
||||
agents:
|
||||
...
|
||||
simulation:
|
||||
...
|
||||
|
||||
|
||||
For detailed information about each configuration item found within the configuration file, see :ref:`Configurable Items`.
|
||||
46
docs/source/how_to_guides/custom_rewards.rst
Normal file
46
docs/source/how_to_guides/custom_rewards.rst
Normal file
@@ -0,0 +1,46 @@
|
||||
.. only:: comment
|
||||
|
||||
© Crown-owned copyright 2025, Defence Science and Technology Laboratory UK
|
||||
|
||||
.. _custom_rewards:
|
||||
|
||||
Creating Custom Rewards in PrimAITE
|
||||
***********************************
|
||||
|
||||
Rewards within PrimAITE are contained within ``rewards.py``, which details the rewards available for all agents within training sessions, how they are calculated and any other specific information where necessary.
|
||||
|
||||
Custom Rewards within PrimAITE should inherit from the ``AbstractReward`` class, found in ``rewards.py``. It's important to include an identifier for any class created within PrimAITE.
|
||||
|
||||
.. code:: Python
|
||||
|
||||
class ExampleAward(AbstractReward, identifier="ExampleAward"):
|
||||
"""Example Reward Class """
|
||||
|
||||
def calculate(self, state: Dict, last_action_response: "AgentHistoryItem") -> float:
|
||||
"""Calculate the reward for the current state."""
|
||||
return 1.0
|
||||
|
||||
@classmethod
|
||||
def from_config(cls, config: dict) -> "AbstractReward":
|
||||
"""Create a reward function component from a config dictionary."""
|
||||
return cls()
|
||||
|
||||
|
||||
Custom rewards that have been created should be added to the ``rew_class_identifiers`` dictionary within the ``RewardFunction`` class in ``rewards.py``.
|
||||
|
||||
Including Custom Rewards within PrimAITE configuration
|
||||
======================================================
|
||||
|
||||
Custom rewards can then be included within an agents configuration by it's inclusion within the training session configuration YAML.
|
||||
|
||||
.. code:: yaml
|
||||
|
||||
agents:
|
||||
- ref: agent_name
|
||||
reward_function:
|
||||
reward_components:
|
||||
- type: DUMMY
|
||||
weight: 1.0
|
||||
|
||||
|
||||
More detailed information about rewards within PrimAITE can be found within :ref:`Rewards`
|
||||
78
docs/source/how_to_guides/custom_software.rst
Normal file
78
docs/source/how_to_guides/custom_software.rst
Normal file
@@ -0,0 +1,78 @@
|
||||
.. only:: comment
|
||||
|
||||
© Crown-owned copyright 2025, Defence Science and Technology Laboratory UK
|
||||
|
||||
Creating Custom Software for PrimAITE
|
||||
*************************************
|
||||
|
||||
This page aims to provide a how-to guide on how to create your own custom software for use within PrimAITE.
|
||||
|
||||
PrimAITE has a base software class which should be inherited from when building custom software. Examples of this can be seen in the ``IOSoftware`` and ``Process`` classes.
|
||||
It's important that any new software created within PrimAITE has the ``identifier`` attribute defined, for use when generating the environment.
|
||||
|
||||
Some default attributes may need to be adjusted to align with the intended application of the custom software.
|
||||
|
||||
|
||||
.. code:: Python
|
||||
|
||||
from src.primaite.simulator.system.software import Software
|
||||
|
||||
class CustomSoftware(Software, identifier="CustomSoftware"):
|
||||
"""
|
||||
An example of Custom Software within PrimAITE.
|
||||
"""
|
||||
|
||||
operating_state: OperatingState
|
||||
"The current operating state of the Custom software"
|
||||
|
||||
def describe_state(self) -> Dict:
|
||||
"""
|
||||
Produce a dictionary describing the current state of this object.
|
||||
|
||||
:return: Current state of this object and child objects.
|
||||
:rtype: Dict
|
||||
"""
|
||||
state = super().describe_state()
|
||||
state.update({"operating_state": self.operating_state.value})
|
||||
|
||||
Default Install
|
||||
###############
|
||||
|
||||
Software can be set to auto-install onto a Node by adding it to the ``SYSTEM_SOFTWARE`` dictionary for the node. An example can be seen in the ``HostNode`` class, which pre-installs some key software that is expected on Nodes, such as the ``NTPClient`` and ``UserManager``.
|
||||
|
||||
Requirements
|
||||
############
|
||||
|
||||
Any custom software will need to provide an implementation of the ``describe_state`` method, and conform to the general Pydantic requirements.
|
||||
It's a good idea, if possible, to also create a ``.show()`` method, as this can be used for visualising the software's status when developing within PrimAITE.
|
||||
|
||||
Interaction with the PrimAITE Request System
|
||||
############################################
|
||||
|
||||
If the software is intended to be used by an agent via a :ref:`custom_action`, then it will likely need an implementation of the ``RequestManager``.
|
||||
Detailed information about the PrimAITE request system can be seen in :ref:`request_system`. An example implementation, derived from the `Application` class is seen below:
|
||||
|
||||
.. code:: Python
|
||||
|
||||
def _init_request_manager(self) -> RequestManager:
|
||||
"""
|
||||
Initialise the request manager.
|
||||
|
||||
More information in user guide and docstring for SimComponent._init_request_manager.
|
||||
"""
|
||||
_is_application_running = Application._StateValidator(application=self, state=ApplicationOperatingState.RUNNING)
|
||||
|
||||
rm = super()._init_request_manager()
|
||||
rm.add_request(
|
||||
"scan",
|
||||
RequestType(
|
||||
func=lambda request, context: RequestResponse.from_bool(self.scan()), validator=_is_application_running
|
||||
),
|
||||
)
|
||||
return rm
|
||||
|
||||
|
||||
Further information
|
||||
###################
|
||||
|
||||
For more detailed information about the implementation of software within PrimAITE, see :ref:`software`.
|
||||
8
docs/source/how_to_guides/using_dev_cli.rst
Normal file
8
docs/source/how_to_guides/using_dev_cli.rst
Normal file
@@ -0,0 +1,8 @@
|
||||
.. only:: comment
|
||||
|
||||
© Crown-owned copyright 2025, Defence Science and Technology Laboratory UK
|
||||
|
||||
Utilising the PrimAITE dev-mode cli
|
||||
***********************************
|
||||
|
||||
A guide for utilising `primaite dev-mode` can be found within the ``How-To-Use-Primaite-Dev-Mode`` jupyter notebook, and also :ref:`Developer Tools`.
|
||||
488
src/primaite/notebooks/How-To-Use-Primaite-Dev-Mode.ipynb
Normal file
488
src/primaite/notebooks/How-To-Use-Primaite-Dev-Mode.ipynb
Normal file
@@ -0,0 +1,488 @@
|
||||
{
|
||||
"cells": [
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"# PrimAITE Developer mode\n",
|
||||
"\n",
|
||||
"PrimAITE has built in developer tools.\n",
|
||||
"\n",
|
||||
"The dev-mode is designed to help make the development of PrimAITE easier.\n",
|
||||
"\n",
|
||||
"`NOTE: For the purposes of the notebook, the commands are preceeded by \"!\". When running the commands, run it without the \"!\".`\n",
|
||||
"\n",
|
||||
"To display the available dev-mode options, run the command below:"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite setup"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode --help"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Save the current PRIMAITE_CONFIG to restore after the notebook runs\n",
|
||||
"\n",
|
||||
"from primaite import PRIMAITE_CONFIG\n",
|
||||
"\n",
|
||||
"temp_config = PRIMAITE_CONFIG.copy()"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## Dev mode options"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"### enable\n",
|
||||
"\n",
|
||||
"Enables the dev mode for PrimAITE.\n",
|
||||
"\n",
|
||||
"This will enable the developer mode for PrimAITE.\n",
|
||||
"\n",
|
||||
"By default, when developer mode is enabled, session logs will be generated in the PRIMAITE_ROOT/sessions folder unless configured to be generated in another location."
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode enable"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"### disable\n",
|
||||
"\n",
|
||||
"Disables the dev mode for PrimAITE.\n",
|
||||
"\n",
|
||||
"This will disable the developer mode for PrimAITE."
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode disable"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"### show\n",
|
||||
"\n",
|
||||
"Shows if PrimAITE is running in dev mode or production mode.\n",
|
||||
"\n",
|
||||
"The command will also show the developer mode configuration."
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode show"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"### config\n",
|
||||
"\n",
|
||||
"Configure the PrimAITE developer mode"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode config --help"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"#### path\n",
|
||||
"\n",
|
||||
"Set the path where generated session files will be output.\n",
|
||||
"\n",
|
||||
"By default, this value will be in PRIMAITE_ROOT/sessions.\n",
|
||||
"\n",
|
||||
"To reset the path to default, run:"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode config path -root\n",
|
||||
"\n",
|
||||
"# or\n",
|
||||
"\n",
|
||||
"!primaite dev-mode config path --default"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"#### --sys-log-level or -slevel\n",
|
||||
"\n",
|
||||
"Set the system log level.\n",
|
||||
"\n",
|
||||
"This will override the system log level in configurations and will make PrimAITE include the set log level and above.\n",
|
||||
"\n",
|
||||
"Available options are:\n",
|
||||
"- `DEBUG`\n",
|
||||
"- `INFO`\n",
|
||||
"- `WARNING`\n",
|
||||
"- `ERROR`\n",
|
||||
"- `CRITICAL`\n",
|
||||
"\n",
|
||||
"Default value is `DEBUG`\n",
|
||||
"\n",
|
||||
"Example:"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode config --sys-log-level DEBUG\n",
|
||||
"\n",
|
||||
"# or\n",
|
||||
"\n",
|
||||
"!primaite dev-mode config -slevel DEBUG"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"#### --agent-log-level or -alevel\n",
|
||||
"\n",
|
||||
"Set the agent log level.\n",
|
||||
"\n",
|
||||
"This will override the agent log level in configurations and will make PrimAITE include the set log level and above.\n",
|
||||
"\n",
|
||||
"Available options are:\n",
|
||||
"- `DEBUG`\n",
|
||||
"- `INFO`\n",
|
||||
"- `WARNING`\n",
|
||||
"- `ERROR`\n",
|
||||
"- `CRITICAL`\n",
|
||||
"\n",
|
||||
"Default value is `DEBUG`\n",
|
||||
"\n",
|
||||
"Example:"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode config --agent-log-level DEBUG\n",
|
||||
"\n",
|
||||
"# or\n",
|
||||
"\n",
|
||||
"!primaite dev-mode config -alevel DEBUG"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"#### --output-sys-logs or -sys\n",
|
||||
"\n",
|
||||
"If enabled, developer mode will output system logs.\n",
|
||||
"\n",
|
||||
"Example:"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode config --output-sys-logs\n",
|
||||
"\n",
|
||||
"# or\n",
|
||||
"\n",
|
||||
"!primaite dev-mode config -sys"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"To disable outputting sys logs:"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode config --no-sys-logs\n",
|
||||
"\n",
|
||||
"# or\n",
|
||||
"\n",
|
||||
"!primaite dev-mode config -nsys"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"#### --output-agent-logs or -agent\n",
|
||||
"\n",
|
||||
"If enabled, developer mode will output agent action logs.\n",
|
||||
"\n",
|
||||
"Example:"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode config --output-agent-logs\n",
|
||||
"\n",
|
||||
"# or\n",
|
||||
"\n",
|
||||
"!primaite dev-mode config -agent"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"To disable outputting agent action logs:"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode config --no-agent-logs\n",
|
||||
"\n",
|
||||
"# or\n",
|
||||
"\n",
|
||||
"!primaite dev-mode config -nagent"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"#### --output-pcap-logs or -pcap\n",
|
||||
"\n",
|
||||
"If enabled, developer mode will output PCAP logs.\n",
|
||||
"\n",
|
||||
"Example:"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode config --output-pcap-logs\n",
|
||||
"\n",
|
||||
"# or\n",
|
||||
"\n",
|
||||
"!primaite dev-mode config -pcap"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"To disable outputting PCAP logs:"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode config --no-pcap-logs\n",
|
||||
"\n",
|
||||
"# or\n",
|
||||
"\n",
|
||||
"!primaite dev-mode config -npcap"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"#### --output-to-terminal or -t\n",
|
||||
"\n",
|
||||
"If enabled, developer mode will output logs to the terminal.\n",
|
||||
"\n",
|
||||
"Example:"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode config --output-to-terminal\n",
|
||||
"\n",
|
||||
"# or\n",
|
||||
"\n",
|
||||
"!primaite dev-mode config -t"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"To disable terminal outputs:"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode config --no-terminal\n",
|
||||
"\n",
|
||||
"# or\n",
|
||||
"\n",
|
||||
"!primaite dev-mode config -nt"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## Combining commands\n",
|
||||
"\n",
|
||||
"It is possible to combine commands to set the configuration.\n",
|
||||
"\n",
|
||||
"This saves having to enter multiple commands and allows for a much more efficient setting of PrimAITE developer mode configurations."
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"Example of setting system log level and enabling the system logging:"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode config -slevel WARNING -sys"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"Another example where the system log and agent action log levels are set and enabled and should be printed to terminal:"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"!primaite dev-mode config -slevel ERROR -sys -alevel ERROR -agent -t"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": null,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"# Restore PRIMAITE_CONFIG\n",
|
||||
"from primaite.utils.cli.primaite_config_utils import update_primaite_application_config\n",
|
||||
"\n",
|
||||
"\n",
|
||||
"global PRIMAITE_CONFIG\n",
|
||||
"PRIMAITE_CONFIG[\"developer_mode\"] = temp_config[\"developer_mode\"]\n",
|
||||
"update_primaite_application_config(config=PRIMAITE_CONFIG)"
|
||||
]
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": ".venv",
|
||||
"language": "python",
|
||||
"name": "python3"
|
||||
},
|
||||
"language_info": {
|
||||
"codemirror_mode": {
|
||||
"name": "ipython",
|
||||
"version": 3
|
||||
},
|
||||
"file_extension": ".py",
|
||||
"mimetype": "text/x-python",
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython3",
|
||||
"version": "3.10.11"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 2
|
||||
}
|
||||
Reference in New Issue
Block a user