AgentApi¶

class AgentApi[source]¶

Bases: supervisely.api.module_api.ModuleApi, supervisely.api.module_api.ModuleWithStatus

API for working with agent. AgentApi object is immutable.

Parameters

api : Api: API connection to the server

Usage example

import os
from dotenv import load_dotenv

import supervisely as sly

# Load secrets and create API object from .env file (recommended)
# Learn more here: https://developer.supervisely.com/getting-started/basics-of-authentication
if sly.is_development():
    load_dotenv(os.path.expanduser("~/supervisely.env"))
api = sly.Api.from_env()

# Pass values into the API constructor (optional, not recommended)
# api = sly.Api(server_address="https://app.supervise.ly", token="4r47N...xaTatb")

team_id = 8
agents = api.agent.get_list(team_id)

Methods

`exists`	Checks if an entity with the given parent_id and name exists
`get_free_name`	Generates a free name for an entity with the given parent_id and name.
`get_info_by_id`	Get Agent information by ID.
`get_info_by_name`	Get information about an entity by its name from the Supervisely server.
`get_list`	List of all agents in the given Team.
`get_list_all_pages`	Get list of all or limited quantity entities from the Supervisely server.
`get_list_all_pages_generator`	This generator function retrieves a list of all or a limited quantity of entities from the Supervisely server, yielding batches of entities as they are retrieved
`get_list_available`	Return list of available agents.
`get_list_idx_page_async`	Get the list of items for a given page number.
`get_list_page_generator_async`	Yields list of images in dataset asynchronously page by page.
`get_status`	Status object containing status of Agent: waiting or running.
`info_sequence`	NamedTuple AgentInfo information about Agent.
`info_tuple_name`	NamedTuple name - AgentInfo.
`raise_for_status`

Attributes

`MAX_WAIT_ATTEMPTS`	Maximum number of attempts that will be made to wait for a certain condition to be met.
`WAIT_ATTEMPT_TIMEOUT_SEC`	Number of seconds for intervals between attempts.

InfoType¶: alias of supervisely.api.module_api.AgentInfo

class Status[source]¶

Bases: enum.Enum

Agent status.

RUNNING = 'running'¶

WAITING = 'waiting'¶

exists(parent_id, name)¶

Checks if an entity with the given parent_id and name exists

Parameters

parent_id : int: ID of the parent entity.
name : str: Name of the entity.

Returns

Returns True if entity exists, and False if not

Return type

bool

Usage example

import supervisely as sly

# You can connect to API directly
address = 'https://app.supervise.ly/'
token = 'Your Supervisely API Token'
api = sly.Api(address, token)

# Or you can use API from environment
os.environ['SERVER_ADDRESS'] = 'https://app.supervisely.com'
os.environ['API_TOKEN'] = 'Your Supervisely API Token'
api = sly.Api.from_env()


name = "IMG_0315.jpeg"
dataset_id = 55832
exists = api.image.exists(dataset_id, name)
print(exists) # True

get_free_name(parent_id, name)¶

Generates a free name for an entity with the given parent_id and name. Adds an increasing suffix to original name until a unique name is found.

Parameters

parent_id : int: ID of the parent entity.
name : str: Name of the entity.

Returns

Returns free name.

Return type

str

Usage example

import supervisely as sly

# You can connect to API directly
address = 'https://app.supervise.ly/'
token = 'Your Supervisely API Token'
api = sly.Api(address, token)

# Or you can use API from environment
os.environ['SERVER_ADDRESS'] = 'https://app.supervisely.com'
os.environ['API_TOKEN'] = 'Your Supervisely API Token'
api = sly.Api.from_env()


name = "IMG_0315.jpeg"
dataset_id = 55832
free_name = api.image.get_free_name(dataset_id, name)
print(free_name) # IMG_0315_001.jpeg

get_info_by_id(id)[source]¶

Get Agent information by ID.

Parameters

id : int: Agent ID in Supervisely.

Returns

Information about Agent. See info_sequence

Return type

NamedTuple

Usage example

import supervisely as sly

os.environ['SERVER_ADDRESS'] = 'https://app.supervisely.com'
os.environ['API_TOKEN'] = 'Your Supervisely API Token'
api = sly.Api.from_env()

agent = api.agent.get_info_by_id(7)

get_info_by_name(parent_id, name, fields=[])¶

Get information about an entity by its name from the Supervisely server.

Parameters

parent_id : int: ID of the parent entity.
name : str: Name of the entity for which the information is being retrieved.
fields : List[str]: The list of api fields which will be returned with the response.

Usage example

import supervisely as sly

# You can connect to API directly
address = 'https://app.supervise.ly/'
token = 'Your Supervisely API Token'
api = sly.Api(address, token)

# Or you can use API from environment
os.environ['SERVER_ADDRESS'] = 'https://app.supervisely.com'
os.environ['API_TOKEN'] = 'Your Supervisely API Token'
api = sly.Api.from_env()


dataset_id = 55832
name = "IMG_0315.jpeg"
info = api.image.get_info_by_name(dataset_id, name)
print(info)
# Output: ImageInfo(id=19369643, name='IMG_0315.jpeg', ...)

get_list(team_id, filters=None)[source]¶

List of all agents in the given Team.

Parameters

team_id : int: Team ID in Supervisely.
filters : List[dict], optional: List of params to sort output Agents.

Returns

List of Agents with information. See info_sequence

Return type

List[NamedTuple]

Usage example

import supervisely as sly

os.environ['SERVER_ADDRESS'] = 'https://app.supervisely.com'
os.environ['API_TOKEN'] = 'Your Supervisely API Token'
api = sly.Api.from_env()

team_id = 16087
agents = api.agent.get_list(team_id)

filter_agents = api.agent.get_list(team_id, filters=[{ 'field': 'name', 'operator': '=', 'value': 'Gorgeous Chicken' }])

get_list_all_pages(method, data, progress_cb=None, convert_json_info_cb=None, limit=None, return_first_response=False)¶

Get list of all or limited quantity entities from the Supervisely server.

Parameters

method : str: Request method name
data : dict: Dictionary with request body info
progress_cb : Progress, optional: Function for tracking download progress.
convert_json_info_cb : Callable, optional: Function for convert json info
limit : int, optional: Number of entity to retrieve
return_first_response : bool, optional: Specify if return first response

get_list_all_pages_generator(method, data, progress_cb=None, convert_json_info_cb=None, limit=None, return_first_response=False)¶

This generator function retrieves a list of all or a limited quantity of entities from the Supervisely server, yielding batches of entities as they are retrieved

Parameters

method : str: Request method name
data : dict: Dictionary with request body info
progress_cb : Progress, optional: Function for tracking download progress.
convert_json_info_cb : Callable, optional: Function for convert json info
limit : int, optional: Number of entity to retrieve
return_first_response : bool, optional: Specify if return first response

get_list_available(team_id, show_public=False, show_only_running=True, has_gpu=False, type=None, plugin_version_id=None, version=None, envs=None, min_nvidia_driver_version=None)[source]¶

Return list of available agents. Available agents are agents that are not disabled and can be used to run the app.

Parameters

team_id : int: Team ID in Supervisely.
show_public : bool, optional: Show public agents.
show_only_running : bool, optional: Show only running agents.
has_gpu : bool, optional: Show only agents with GPU.
type : Literal["import", "import_agent", "export", "train", "inference", "infer_rpc", "custom", "pipeline", "python", "app", "app_gpu", "smarttool"], optional: Filter by agent task type.
plugin_version_id : int, optional: Filter by agent plugin version ID.
version : str, optional: Filter by agent version.
envs : List[dict], optional: Filter by agent env variables.
min_nvidia_driver_version : str, optional: Filter by minimum nvidia driver version.

Returns

List of Agents with information. See AgentInfo

Return type

List[AgentInfo]

Usage example

import supervisely as sly

os.environ['SERVER_ADDRESS'] = 'https://app.supervisely.com'
os.environ['API_TOKEN'] = 'Your Supervisely API Token'
api = sly.Api.from_env()

team_id = 350
available_agents = api.agent.get_list_available(
    team_id=team_id,
    show_public=True,
    show_only_running=False,
    has_gpu=False,
    type="app",
    plugin_version_id=1,
    version="6.7.39",
    envs=[{"field": "DOCKER_NET"}],
    min_nvidia_driver_version="546.33"
)

async get_list_idx_page_async(method, data)¶

Get the list of items for a given page number. Page number is specified in the data dictionary.

Parameters

method : str: Method to call for listing items.
data : dict: Data to pass to the API method.

Returns

List of items.

Return type

Tuple[int, List[NamedTuple]]

async get_list_page_generator_async(method, data, pages_count=None, semaphore=None)¶

Yields list of images in dataset asynchronously page by page.

Parameters

method : str: Method to call for listing items.
data : dict: Data to pass to the API method.
pages_count : int, optional: Preferred number of pages to retrieve if used with a per_page limit. Will be automatically adjusted if the pagesCount differs from the requested number.
semaphore : asyncio.Semaphore, optional: Semaphore for limiting the number of simultaneous requests.
kwargs: Additional arguments.

Returns

List of images in dataset.

Return type

AsyncGenerator[List[ImageInfo]]

Usage example

import supervisely as sly
import asyncio

os.environ['SERVER_ADDRESS'] = 'https://app.supervisely.com'
os.environ['API_TOKEN'] = 'Your Supervisely API Token'
api = sly.Api.from_env()

method = 'images.list'
data = {
    'datasetId': 123456
}

loop = sly.utils.get_or_create_event_loop()
images = loop.run_until_complete(api.image.get_list_generator_async(method, data))

get_status(id)[source]¶

Status object containing status of Agent: waiting or running.

Parameters

id : int: Agent ID in Supervisely.

Returns

Agent Status

Return type

Status

Usage example

import supervisely as sly

os.environ['SERVER_ADDRESS'] = 'https://app.supervisely.com'
os.environ['API_TOKEN'] = 'Your Supervisely API Token'
api = sly.Api.from_env()

agent = api.agent.get_status(7)

static info_sequence()[source]¶

NamedTuple AgentInfo information about Agent.

Example

AgentInfo("some info")

static info_tuple_name()[source]¶: NamedTuple name - AgentInfo.

raise_for_status(status)[source]¶