Documentation for Controller Module¶
TermEscapeCodeFormatter
¶
Bases: Formatter
Custom logging formatter that removes ANSI terminal escape codes from log messages.
This formatter is useful when you want to clean up log outputs by stripping out any terminal color codes or formatting sequences before logging them to a file or other non-terminal output.
Attributes:
Name | Type | Description |
---|---|---|
fmt |
str
|
Format string for the log message. |
datefmt |
str
|
Format string for the date in the log message. |
style |
str
|
Formatting style (default is '%'). |
validate |
bool
|
Whether to validate the format string. |
Methods:
Name | Description |
---|---|
format |
Strips ANSI escape codes from the log message and formats it. |
Source code in nebula/controller/controller.py
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__init__(fmt=None, datefmt=None, style='%', validate=True)
¶
Initializes the TermEscapeCodeFormatter.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
fmt
|
str
|
The format string for the log message. |
None
|
datefmt
|
str
|
The format string for the date. |
None
|
style
|
str
|
The formatting style. Defaults to '%'. |
'%'
|
validate
|
bool
|
Whether to validate the format string. Defaults to True. |
True
|
Source code in nebula/controller/controller.py
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format(record)
¶
Formats the specified log record, stripping out any ANSI escape codes.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
record
|
LogRecord
|
The log record to be formatted. |
required |
Returns:
Name | Type | Description |
---|---|---|
str |
The formatted log message with escape codes removed. |
Source code in nebula/controller/controller.py
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add_user_controller(user=Body(...), password=Body(...), role=Body(...))
async
¶
Endpoint to add a new user to the database.
Body Parameters: - user: Username. - password: Password for the new user. - role: Role assigned to the user (e.g., "admin", "user").
Returns a success message or an error if the user could not be added.
Source code in nebula/controller/controller.py
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check_scenario(role, scenario_name)
async
¶
Checks if a scenario is allowed for a specific role.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
role
|
str
|
Role to validate. |
required |
scenario_name
|
str
|
Name of the scenario. |
required |
Returns:
Name | Type | Description |
---|---|---|
dict |
Whether the scenario is allowed for the role. |
Source code in nebula/controller/controller.py
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configure_logger(controller_log)
¶
Configures the logging system for the controller.
- Sets a format for console and file logging.
- Creates a console handler with INFO level.
- Creates a file handler for 'controller.log' with INFO level.
- Configures specific Uvicorn loggers to use the file handler without duplicating log messages.
Source code in nebula/controller/controller.py
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discover_vpn()
async
¶
Calls the Tailscale CLI to fetch the current status in JSON format, extracts all IPv4 addresses (by filtering out any address containing “:”), and returns them as a JSON object {"ips": [...]}.
Source code in nebula/controller/controller.py
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get_available_gpu()
async
¶
Get the list of GPUs with memory usage below 5%.
Returns:
Name | Type | Description |
---|---|---|
dict |
A dictionary with a list of GPU indices that are mostly free (usage < 5%). |
Source code in nebula/controller/controller.py
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get_least_memory_gpu()
async
¶
Identify the GPU with the highest memory usage above a threshold (50%).
Note
Despite the name, this function returns the GPU using the most memory above 50% usage.
Returns:
Name | Type | Description |
---|---|---|
dict |
A dictionary with the index of the GPU using the most memory above the threshold, or None if no such GPU is found. |
Source code in nebula/controller/controller.py
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get_notes_by_scenario_name(scenario_name)
async
¶
Endpoint to retrieve notes associated with a scenario.
Path Parameters: - scenario_name: Name of the scenario.
Returns the notes or raises an HTTPException on error.
Source code in nebula/controller/controller.py
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get_physical_node_state(ip)
async
¶
Query a single Raspberry Pi (or other node) for its training state.
Parameters¶
ip : str IP address or hostname of the node.
Returns¶
dict
• running (bool) – True if a training process is active.
• error (str) – Optional error message when the node is unreachable
or returns a non-200 HTTP status.
Source code in nebula/controller/controller.py
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get_physical_scenario_state(scenario_name)
async
¶
Check the training state of every physical node assigned to a scenario.
Parameters¶
scenario_name : str Scenario identifier.
Returns¶
dict { "running": bool, # True ⇢ at least one node is training "nodes_state": { ip: {...} }, # result from each /state/ call "all_available": bool # True ⇢ every node responded and # none is training }
Source code in nebula/controller/controller.py
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get_resources()
async
¶
Get system resource usage including RAM and GPU memory usage.
Returns:
Name | Type | Description |
---|---|---|
dict |
A dictionary containing: - gpus (int): Number of GPUs detected. - memory_percent (float): Percentage of used RAM. - gpu_memory_percent (List[float]): List of GPU memory usage percentages. |
Source code in nebula/controller/controller.py
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get_running_scenario(get_all=False)
async
¶
Retrieves the currently running scenario(s).
Parameters:
Name | Type | Description | Default |
---|---|---|---|
get_all
|
bool
|
If True, retrieves all running scenarios. |
False
|
Returns:
Type | Description |
---|---|
dict or list: Running scenario(s) information. |
Source code in nebula/controller/controller.py
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get_scenario_by_name(scenario_name)
async
¶
Fetches a scenario by its name.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
scenario_name
|
str
|
The name of the scenario. |
required |
Returns:
Name | Type | Description |
---|---|---|
dict |
The scenario data. |
Source code in nebula/controller/controller.py
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get_scenarios(user, role)
async
¶
Retrieves all scenarios associated with a given user and role.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
user
|
str
|
Username to filter scenarios. |
required |
role
|
str
|
Role of the user (e.g., "admin"). |
required |
Returns:
Name | Type | Description |
---|---|---|
dict |
A list of scenarios and the currently running scenario. |
Source code in nebula/controller/controller.py
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get_status()
async
¶
Check the status of the NEBULA Controller API.
Returns:
Name | Type | Description |
---|---|---|
dict |
A status message confirming the API is running. |
Source code in nebula/controller/controller.py
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get_user_by_scenario_name(scenario_name)
async
¶
Endpoint to retrieve the user assigned to a scenario.
Path Parameters: - scenario_name: Name of the scenario.
Returns user info or raises an HTTPException on error.
Source code in nebula/controller/controller.py
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list_nodes_by_scenario_name(scenario_name)
async
¶
Lists all nodes associated with a specific scenario.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
scenario_name
|
str
|
Name of the scenario. |
required |
Returns:
Name | Type | Description |
---|---|---|
list |
List of nodes. |
Source code in nebula/controller/controller.py
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list_users_controller(all_info=False)
async
¶
Endpoint to list all users in the database.
Query Parameters: - all_info (bool): If True, returns full user info as dictionaries.
Returns a list of users or raises an HTTPException on error.
Source code in nebula/controller/controller.py
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node_done(scenario_name, request)
async
¶
Endpoint to forward node status to the frontend.
Receives a JSON payload and forwards it to the frontend's /node/done route for the given scenario.
Parameters: - scenario_name: Name of the scenario. - request: HTTP request with JSON body.
Returns the response from the frontend or raises an HTTPException if it fails.
Source code in nebula/controller/controller.py
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read_root()
async
¶
Root endpoint of the NEBULA Controller API.
Returns:
Name | Type | Description |
---|---|---|
dict |
A welcome message indicating the API is accessible. |
Source code in nebula/controller/controller.py
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remove_nodes_by_scenario_name(scenario_name=Body(..., embed=True))
async
¶
Endpoint to remove all nodes associated with a scenario.
Body Parameters: - scenario_name: Name of the scenario whose nodes should be removed.
Returns a success message or an error if something goes wrong.
Source code in nebula/controller/controller.py
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remove_notes_by_scenario_name(scenario_name=Body(..., embed=True))
async
¶
Endpoint to remove notes associated with a scenario.
Body Parameters: - scenario_name: Name of the scenario.
Returns a success message or an error if something goes wrong.
Source code in nebula/controller/controller.py
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remove_scenario(scenario_name=Body(..., embed=True))
async
¶
Removes a scenario from the database by its name.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
scenario_name
|
str
|
Name of the scenario to remove. |
Body(..., embed=True)
|
Returns:
Name | Type | Description |
---|---|---|
dict |
A message indicating successful removal. |
Source code in nebula/controller/controller.py
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remove_user_controller(user=Body(..., embed=True))
async
¶
Controller endpoint that inserts a new user into the database.
Parameters: - user: The username for the new user.
Returns a success message if the user is deleted, or an HTTP error if an exception occurs.
Source code in nebula/controller/controller.py
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run_scenario(scenario_data=Body(..., embed=True), role=Body(..., embed=True), user=Body(..., embed=True))
async
¶
Launches a new scenario based on the provided configuration.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
scenario_data
|
dict
|
The complete configuration of the scenario to be executed. |
Body(..., embed=True)
|
role
|
str
|
The role of the user initiating the scenario. |
Body(..., embed=True)
|
user
|
str
|
The username of the user initiating the scenario. |
Body(..., embed=True)
|
Returns:
Name | Type | Description |
---|---|---|
str |
The name of the scenario that was started. |
Source code in nebula/controller/controller.py
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set_scenario_status_to_finished(scenario_name=Body(..., embed=True), all=Body(False, embed=True))
async
¶
Sets the status of a scenario (or all scenarios) to 'finished'.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
scenario_name
|
str
|
Name of the scenario to mark as finished. |
Body(..., embed=True)
|
all
|
bool
|
If True, sets all scenarios to finished. |
Body(False, embed=True)
|
Returns:
Name | Type | Description |
---|---|---|
dict |
A message confirming the operation. |
Source code in nebula/controller/controller.py
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stop_scenario(scenario_name=Body(..., embed=True), username=Body(..., embed=True), all=Body(False, embed=True))
async
¶
Stops the execution of a federated learning scenario and performs cleanup operations.
This endpoint
- Stops all participant containers associated with the specified scenario.
- Removes Docker containers and network resources tied to the scenario and user.
- Sets the scenario's status to "finished" in the database.
- Optionally finalizes all active scenarios if the 'all' flag is set.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
scenario_name
|
str
|
Name of the scenario to stop. |
Body(..., embed=True)
|
username
|
str
|
User who initiated the stop operation. |
Body(..., embed=True)
|
all
|
bool
|
Whether to stop all running scenarios instead of just one (default: False). |
Body(False, embed=True)
|
Raises:
Type | Description |
---|---|
HTTPException
|
Returns a 500 status code if any step fails. |
Note
This function does not currently trigger statistics generation.
Source code in nebula/controller/controller.py
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update_nodes(scenario_name, request)
async
¶
Updates the configuration of a node in the database and notifies the frontend.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
scenario_name
|
str
|
The scenario to which the node belongs. |
required |
request
|
Request
|
The HTTP request containing the node data. |
required |
Returns:
Name | Type | Description |
---|---|---|
dict |
Confirmation or response from the frontend. |
Source code in nebula/controller/controller.py
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update_notes_by_scenario_name(scenario_name=Body(..., embed=True), notes=Body(..., embed=True))
async
¶
Endpoint to update notes for a given scenario.
Body Parameters: - scenario_name: Name of the scenario. - notes: Text content to store as notes.
Returns a success message or an error if something goes wrong.
Source code in nebula/controller/controller.py
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update_scenario(scenario_name=Body(..., embed=True), start_time=Body(..., embed=True), end_time=Body(..., embed=True), scenario=Body(..., embed=True), status=Body(..., embed=True), role=Body(..., embed=True), username=Body(..., embed=True))
async
¶
Updates the status and metadata of a scenario.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
scenario_name
|
str
|
Name of the scenario. |
Body(..., embed=True)
|
start_time
|
str
|
Start time of the scenario. |
Body(..., embed=True)
|
end_time
|
str
|
End time of the scenario. |
Body(..., embed=True)
|
scenario
|
dict
|
Scenario configuration. |
Body(..., embed=True)
|
status
|
str
|
New status of the scenario (e.g., "running", "finished"). |
Body(..., embed=True)
|
role
|
str
|
Role associated with the scenario. |
Body(..., embed=True)
|
username
|
str
|
User performing the update. |
Body(..., embed=True)
|
Returns:
Name | Type | Description |
---|---|---|
dict |
A message confirming the update. |
Source code in nebula/controller/controller.py
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update_user_controller(user=Body(...), password=Body(...), role=Body(...))
async
¶
Controller endpoint that modifies a user of the database.
Parameters: - user: The username of the user. - password: The user's password. - role: The role of the user.
Returns a success message if the user is updated, or an HTTP error if an exception occurs.
Source code in nebula/controller/controller.py
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verify_user_controller(user=Body(...), password=Body(...))
async
¶
Endpoint to verify user credentials.
Body Parameters: - user: Username. - password: Password.
Returns the user role on success or raises an error on failure.
Source code in nebula/controller/controller.py
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