Manage Machines with Viam's Machine Management API
The machine API allows you to connect to your machine from within a supported Viam SDK, retrieve status information, and send commands remotely.
The machine API is supported for use with the Viam Python SDK, the Viam Go SDK, and the Viam C++ SDK.
The machine API supports the following methods:
Method Name | Description |
---|---|
GetOperations | Get the list of operations currently running on the machine. |
GetMachineStatus | Get status information about the machine. |
ResourceNames | Get a list of all known resource names connected to this machine. |
CancelOperation | Cancel the specified operation on the machine. |
BlockForOperation | Blocks on the specified operation on the machine. |
DiscoverComponents | Get a list of discovered component configurations. |
FrameSystemConfig | Get the configuration of the frame system of a given machine. |
TransformPose | Transform a given source Pose from the original reference frame to a new destination reference frame. |
TransformPCD | Transforms the pointcloud to the desired frame in the robot’s frame system. |
GetStatus | Get the status of the resources on the machine. |
StopAll | Cancel all current and outstanding operations for the machine and stop all actuators and movement. |
RestartModule | Reload a module as if its config changed. |
Log | Create a LogEntry object from the log to send to the RDK over gRPC. |
GetCloudMetadata | Get app-related information about the robot. |
GetVersion | Return version information about the machine. |
Options.with_api_key | Create a RobotClient.Options using an API key as credentials. |
AtAddress | Create a RobotClient that is connected to the machine at the provided address. |
WithChannel | Create a RobotClient that is connected to a machine over the given channel. |
Refresh | Manually refresh the underlying parts of this machine. |
Shutdown | Shutdown shuts down the machine. |
Close | Close the underlying connections and stop any periodic tasks across all constituent parts of the machine. |
Establish a connection
To interact with the machine API with Viam’s SDKs, instantiate a RobotClient
(gRPC client) and use that class for all interactions.
To find the API key, API key ID, and machine address, go to Viam app, select the machine you wish to connect to, and go to the Code sample tab. Toggle Include API key, and then copy and paste the API key ID and the API key into your environment variables or directly into the code:
import asyncio
from viam.rpc.dial import DialOptions, Credentials
from viam.robot.client import RobotClient
async def connect() -> RobotClient:
opts = RobotClient.Options.with_api_key(
# Replace "<API-KEY>" (including brackets) with your API key
api_key='<API-KEY>',
# Replace "<API-KEY-ID>" (including brackets) with your
# API key ID
api_key_id='<API-KEY-ID>'
)
return await RobotClient.at_address(
address='ADDRESS FROM CONNECT TAB OF VIAM APP',
options=opts
)
async def main():
# Make a RobotClient
machine = await connect()
print('Resources:')
print(machine.resource_names)
await machine.close()
if __name__ == '__main__':
asyncio.run(main())
You can use this code to connect to your machine and instantiate a RobotClient
that you can then use with the robot API.
As an example, this code uses the instantiated RobotClient
to return the resources currently configured.
Remember to always close the connection (using close()
) when done.
package main
import (
"context"
"go.viam.com/rdk/logging"
"go.viam.com/rdk/robot/client"
"go.viam.com/rdk/utils"
)
func main() {
logger := logging.NewLogger("client")
machine, err := client.New(
context.Background(),
"ADDRESS FROM THE VIAM APP",
logger,
client.WithDialOptions(utils.WithEntityCredentials(
// Replace "<API-KEY-ID>" (including brackets) with your machine's
// API Key ID
"<API-KEY-ID>",
utils.Credentials{
Type: utils.CredentialsTypeAPIKey,
// Replace "<API-KEY>" (including brackets) with your machine's API key
Payload: "<API-KEY>",
})),
)
if err != nil {
logger.Fatal(err)
}
defer machine.Close(context.Background())
logger.Info("Resources:")
logger.Info(machine.ResourceNames())
}
You can use this code to connect to your machine and instantiate a robot
client that you can then use with the Robot API.
As an example, this code uses the instantiated robot
client to return the configured resources.
Remember to always close the connection (using Close()
) when done.
Once you have instantiated the robot client, you can run any of the robot API methods against the robot
object to communicate with your machine.
Configure a timeout
Because the robot API needs to be able to reliably connect to a deployed machine even over a weak or intermittent network, it supports a configurable timeout for connection and command execution.
To configure a timeout when using the robot API:
Add a timeout
to DialOptions
inside of Options
:
# Add the timeout argument to DialOptions:
opts = RobotClient.Options(
dial_options=DialOptions(timeout=10)).with_api_key(
...
)
The example above shows a timeout of 10 seconds configured.
Import the time
package, then add a timeout to your context using WithTimeout
:
// Import the time package in addition to the other imports:
import (
...
"time"
...
)
// Edit your main() to configure a timeoutContext, then pass this context to the dial invocation:
func main() {
ctx := context.Background()
timeoutContext, cancel := context.WithTimeout(ctx, 10*time.Second)
defer cancel()
machine, err := client.New(
timeoutContext,
"ADDRESS FROM THE VIAM APP",
logger,
client.WithDialOptions(rpc.WithEntityCredentials(
// Replace "<API-KEY-ID>" (including brackets) with your machine's
// API key ID
"<API-KEY-ID>",
rpc.Credentials{
Type: rpc.CredentialsTypeAPIKey,
// Replace "<API-KEY>" (including brackets) with your machine's API key
Payload: "<API-KEY>",
})),
)
}
The example above shows a timeout of 10 seconds configured.
API
GetOperations
Get the list of operations currently running on the machine.
Parameters:
- None.
Returns:
- (List[viam.proto.robot.Operation]): The list of operations currently running on a given machine.
Example:
operations = await machine.get_operations()
For more information, see the Python SDK Docs.
GetMachineStatus
Get status information about the machine.
Parameters:
- None.
Returns:
- (viam.proto.robot.GetMachineStatusResponse): current status of the resources (List[ResourceStatus]) and config of the machine.
Example:
machine_status = await machine.get_machine_status()
resource_statuses = machine_status.resources
config_status = machine_status.config
For more information, see the Python SDK Docs.
ResourceNames
Get a list of all known resource names connected to this machine.
Parameters:
- None.
Returns:
- ([]resource.Name): A list of all known resource names.
Example:
resource_names := machine.ResourceNames()
For more information, see the Go SDK Docs.
CancelOperation
Cancel the specified operation on the machine.
Parameters:
id
(str) (required): ID of operation to cancel.
Returns:
- None.
Example:
await machine.cancel_operation("INSERT OPERATION ID")
For more information, see the Python SDK Docs.
BlockForOperation
Blocks on the specified operation on the machine. This function will only return when the specific operation has finished or has been cancelled.
Parameters:
id
(str) (required): ID of operation to block on.
Returns:
- None.
Example:
await machine.block_for_operation("INSERT OPERATION ID")
For more information, see the Python SDK Docs.
DiscoverComponents
Get a list of discovered component configurations.
Parameters:
queries
(List[viam.proto.robot.DiscoveryQuery]) (required): The list of component models to lookup potential configurations for.
Returns:
- (List[viam.proto.robot.Discovery]): A list of discovered potential component configurations.
Example:
from viam.proto.robot import DiscoveryQuery
# Define a new discovery query.
q = DiscoveryQuery(subtype="camera", model="webcam")
# Define a list of discovery queries.
qs = [q]
# Get component configurations with these queries.
component_configs = await machine.discover_components(qs)
For more information, see the Python SDK Docs.
Parameters:
ctx
(Context): A Context carries a deadline, a cancellation signal, and other values across API boundaries.qs
([]resource.DiscoveryQuery): A list of tuples of API and model that you want to retrieve the component configurations corresponding to.
Returns:
- ([]resource.Discovery): The search query
qs
and the corresponding list of discovered component configurations as an interface calledResults
.Results
may be comprised of primitives, a list of primitives, maps with string keys (or at least can be decomposed into one), or lists of the forementioned type of maps. - (error): An error, if one occurred.
Example:
// Define a new discovery query.
q := resource.NewDiscoveryQuery(camera.API, resource.Model{Name: "webcam", Family: resource.DefaultModelFamily})
// Define a list of discovery queries and get potential component configurations with these queries.
out, err := machine.DiscoverComponents(context.Background(), []resource.DiscoveryQuery{q})
For more information, see the Go SDK Docs.
Parameters:
queries
(DiscoveryQuery[]): An array of tuples of API and model that you want to retrieve the component configurations corresponding to.
Returns:
- (Discovery[]): List of discovered component configurations.
// Define a new discovery query.
const q = new proto.DiscoveryQuery(acme.API, resource.Model{Name: "some model"})
// Define an array of discovery queries.
let qs: proto.DiscoveryQuery[] = [q]
// Get the array of discovered component configurations.
const componentConfigs = await machine.discoverComponents(queries);
For more information, see the Typescript SDK Docs.
FrameSystemConfig
Get the configuration of the frame system of a given machine.
Parameters:
additional_transforms
(List[viam.proto.common.Transform]) (optional): Any additional transforms.
Returns:
- (List[viam.proto.robot.FrameSystemConfig]): The configuration of a given machine’s frame system.
Example:
# Get a list of each of the reference frames configured on the machine.
frame_system = await machine.get_frame_system_config()
print(f"frame system configuration: {frame_system}")
For more information, see the Python SDK Docs.
Parameters:
ctx
(Context): A Context carries a deadline, a cancellation signal, and other values across API boundaries.
Returns:
- (*framesystem.Config): The configuration of the given machine’s frame system.
- (error): An error, if one occurred.
Example:
// Print the frame system configuration
frameSystem, err := machine.FrameSystemConfig(context.Background())
fmt.Println(frameSystem)
For more information, see the Go SDK Docs.
Parameters:
transforms
(Transform[]): An optional array of additional transforms.
Returns:
- (FrameSystemConfig[]): An array of individual parts that make up a machine’s frame system.
For more information, see the TypeScript SDK Docs.
// Get the frame system configuration
console.log("FrameSytemConfig:", await robot.frameSystemConfig());
TransformPose
Transform a given source Pose from the original reference frame to a new destination reference frame.
Parameters:
query
(viam.proto.common.PoseInFrame) (required): The pose that should be transformed.destination
(str) (required): The name of the reference frame to transform the given pose to.additional_transforms
(List[viam.proto.common.Transform]) (optional): Any additional transforms.
Returns:
- (viam.proto.common.PoseInFrame): The pose and the reference frame for the new destination.
Example:
from viam.proto.common import Pose, PoseInFrame
pose = Pose(
x=1.0, # X coordinate in mm
y=2.0, # Y coordinate in mm
z=3.0, # Z coordinate in mm
o_x=0.0, # X component of orientation vector
o_y=0.0, # Y component of orientation vector
o_z=0.0, # Z component of orientation vector
theta=0.0 # Orientation angle in degrees
)
pose_in_frame = PoseInFrame(
reference_frame="world",
pose=pose
)
transformed_pose = await machine.transform_pose(pose_in_frame, "world")
For more information, see the Python SDK Docs.
Parameters:
ctx
(Context): A Context carries a deadline, a cancellation signal, and other values across API boundaries.pose
(*referenceframe.PoseInFrame): The pose that should be transformed.dst
(string): The name of the reference pose to transform the given pose to.additionalTransforms
([]*referenceframe.LinkInFrame): Any additional transforms.
Returns:
- (*referenceframe.PoseInFrame): Transformed pose in frame.
- (error): An error, if one occurred.
Example:
import (
"go.viam.com/rdk/referenceframe"
"go.viam.com/rdk/spatialmath"
)
baseOrigin := referenceframe.NewPoseInFrame("test-base", spatialmath.NewZeroPose())
movementSensorToBase, err := machine.TransformPose(context.Background(), baseOrigin, "my-movement-sensor", nil)
For more information, see the Go SDK Docs.
TransformPCD
Transforms the pointcloud to the desired frame in the robot’s frame system. Do not move the robot between the generation of the initial pointcloud and the receipt of the transformed pointcloud, as doing so will make the transformations inaccurate.
Parameters:
ctx
(Context): A Context carries a deadline, a cancellation signal, and other values across API boundaries.srcpc
(pointcloud.PointCloud): The sourcePointCloud
to transform.srcName
(string): The name of the source point cloud to transform.dstName
(string): The name of the destination point cloud.
Returns:
- (pointcloud.PointCloud): The transformed
PointCloud
. - (error): An error, if one occurred.
For more information, see the Go SDK Docs.
GetStatus
Get the status of the resources on the machine. You can provide a list of ResourceNames for which you want statuses. If no names are passed in, the status of every resource configured on the machine is returned.
Parameters:
components
(List[viam.proto.common.ResourceName]) (optional): Optional list of ResourceName for components you want statuses.
Returns:
- (List[viam.proto.robot.Status]): A list of statuses for each requested resource.
Example:
# Get the status of the resources on the machine.
statuses = await machine.get_status()
resource_statuses = machine_status.resources
For more information, see the Python SDK Docs.
Parameters:
ctx
(Context): A Context carries a deadline, a cancellation signal, and other values across API boundaries.resourceNames
([]resource.Name): A list of resource names for components you want the status of. If no names are passed in, all resource statuses are returned.
Returns:
- ([]Status): The
Status
of each resource queried. If no resource was provided as a parameter, the status of all resources is returned. - (error): An error, if one occurred.
Example:
status, err := machine.Status(context.Background(), nil)
For more information, see the Go SDK Docs.
Parameters:
resourceNames
(commonApi.ResourceName[]): An optional array of ResourceNames for components you want the status of. If no names are passed in, all resource statuses are returned.
Returns:
- (robotApi.Status[]): An array containing the status of each resource.
For more information, see the TypeScript SDK Docs.
// Get the status of the resources on the machine.
const status = await machine.getStatus();
StopAll
Cancel all current and outstanding operations for the machine and stop all actuators and movement.
Parameters:
extra
(Mapping[str, Any]) (required): Extra options to pass to the underlying RPC call.
Returns:
- None.
Example:
# Cancel all current and outstanding operations for the machine and stop all actuators and movement.
await machine.stop_all()
For more information, see the Python SDK Docs.
Parameters:
ctx
(Context): A Context carries a deadline, a cancellation signal, and other values across API boundaries.extra
(map[string]interface{}): Extra options to pass to the underlying RPC call.
Returns:
- (error): An error, if one occurred.
Example:
// Cancel all current and outstanding operations for the machine and stop all actuators and movement.
err := machine.StopAll(context.Background(), nil)
For more information, see the Go SDK Docs.
Parameters:
- None
Returns:
- None
For more information, see the TypeScript SDK Docs.
// Cancel all current and outstanding operations for the machine and stop all actuators and movement.
await machine.stopAll();
RestartModule
Reload a module as if its config changed.
Parameters:
ctx
(Context): A Context carries a deadline, a cancellation signal, and other values across API boundaries.req
(RestartModuleRequest)
Returns:
- (error): An error, if one occurred.
For more information, see the Go SDK Docs.
Log
Create a LogEntry object from the log to send to the RDK over gRPC.
Parameters:
name
(str) (required): The logger’s name.level
(str) (required): The level of the log.time
(datetime.datetime) (required): The log creation time.message
(str) (required): The log message.stack
(str) (required): The stack information of the log.
Returns:
- None.
For more information, see the Python SDK Docs.
GetCloudMetadata
Get app-related information about the robot.
Parameters:
- None.
Returns:
- (viam.proto.robot.GetCloudMetadataResponse): App-related metadata.
Example:
metadata = await machine.get_cloud_metadata()
print(metadata.machine_id)
print(metadata.machine_part_id)
print(metadata.primary_org_id)
print(metadata.location_id)
For more information, see the Python SDK Docs.
Parameters:
ctx
(Context): A Context carries a deadline, a cancellation signal, and other values across API boundaries.
Returns:
- (cloud.Metadata): App-related metadata containing the primary organization ID, location ID, and robot part ID for a machine running on the Viam app.
- (error): An error, if one occurred.
Example:
metadata, err := machine.CloudMetadata(context.Background())
primary_org_id := metadata.PrimaryOrgID
location_id := metadata.LocationID
machine_id := metadata.MachineID
machine_part_id := metadata.MachinePartID
For more information, see the Go SDK Docs.
Parameters:
- None.
Returns:
Example:
var metadata = await machine.getCloudMetadata();
For more information, see the Flutter SDK Docs.
GetVersion
Return version information about the machine.
Parameters:
- None.
Returns:
- (viam.proto.robot.GetVersionResponse): Machine version related information.
Example:
result = await machine.get_version()
print(result.platform)
print(result.version)
print(result.api_version)
For more information, see the Python SDK Docs.
Parameters:
ctx
(Context): A Context carries a deadline, a cancellation signal, and other values across API boundaries.
Returns:
- (VersionResponse)
- (error): An error, if one occurred.
For more information, see the Go SDK Docs.
Options.with_api_key
Create a RobotClient.Options
using an API key as credentials.
Pass these options to AtAddress
.
Parameters:
api_key
(str) (required): your API key.api_key_id
(str) (required): your API key ID. Must be a valid UUID.
Returns:
- (typing_extensions.Self): the RobotClient.Options.
Raises:
- (ValueError): Raised if the api_key_id is not a valid UUID.
Example:
# Replace "<API-KEY>" (including brackets) with your machine's API key
api_key = '<API-KEY>'
# Replace "<API-KEY-ID>" (including brackets) with your machine's API key ID
api_key_id = '<API-KEY-ID>'
opts = RobotClient.Options.with_api_key(api_key, api_key_id)
machine = await RobotClient.at_address('<ADDRESS-FROM-THE-VIAM-APP>', opts)
For more information, see the Python SDK Docs.
AtAddress
Create a RobotClient that is connected to the machine at the provided address.
Parameters:
address
(str) (required): Address of the machine (IP address, URL, etc.).options
(Options) (required): Options for connecting and refreshing.
Returns:
Example:
async def connect():
opts = RobotClient.Options.with_api_key(
# Replace "<API-KEY>" (including brackets) with your machine's API key
api_key='<API-KEY>',
# Replace "<API-KEY-ID>" (including brackets) with your machine's API key ID
api_key_id='<API-KEY-ID>'
)
return await RobotClient.at_address('ADDRESS FROM THE VIAM APP', opts)
async def main():
# Make a RobotClient
machine = await connect()
For more information, see the Python SDK Docs.
Parameters:
url
String (required)options
RobotClientOptions (required)
Returns:
Example:
// Example usage; see your machine's CONNECT tab for your machine's address and API key.
Future<void> connectToViam() async {
const host = '<YOUR ROBOT ADDRESS>.viam.cloud';
// Replace "<API-KEY-ID>" (including brackets) with your machine's API key ID
const apiKeyID = '<API-KEY-ID>';
// Replace "<API-KEY>" (including brackets) with your machine's API key
const apiKey = '<API-KEY>';
final machine = await RobotClient.atAddress(
host,
RobotClientOptions.withApiKey(apiKeyID, apiKey),
);
}
For more information, see the Flutter SDK Docs.
WithChannel
Create a RobotClient that is connected to a machine over the given channel. Any machines created using this method will NOT automatically close the channel upon exit.
Parameters:
channel
(grpclib.client.Channel | viam.rpc.dial.ViamChannel) (required): The channel that is connected to a machine, obtained by viam.rpc.dial.options
(Options) (required): Options for refreshing. Any connection options will be ignored.
Returns:
Example:
from viam.robot.client import RobotClient
from viam.rpc.dial import DialOptions, dial
async def connect_with_channel() -> RobotClient:
async with await dial('ADDRESS', DialOptions()) as channel:
return await RobotClient.with_channel(channel, RobotClient.Options())
machine = await connect_with_channel()
For more information, see the Python SDK Docs.
Refresh
Manually refresh the underlying parts of this machine.
Parameters:
- None.
Returns:
- None.
Example:
await machine.refresh()
For more information, see the Python SDK Docs.
Parameters:
- None.
Returns:
- Future<void>
Example:
await machine.refresh();
For more information, see the Flutter SDK Docs.
Shutdown
Shutdown shuts down the machine.
Supported by viam-micro-server
.
Parameters:
- None.
Returns:
- None.
Raises:
- (GRPCError): Raised with DeadlineExceeded status if shutdown request times out, or if the machine server shuts down before having a chance to send a response. Raised with status Unavailable if server is unavailable, or if machine server is in the process of shutting down when response is ready.
Example:
await machine.shutdown()
For more information, see the Python SDK Docs.
Parameters:
ctx
(Context): A Context carries a deadline, a cancellation signal, and other values across API boundaries.
Returns:
- (error): An error, if one occurred.
Example:
// Shut down the robot.
err := machine.Shutdown(context.Background())
For more information, see the Go SDK Docs.
Close
Close the underlying connections and stop any periodic tasks across all constituent parts of the machine.
Parameters:
- None.
Returns:
- None.
Example:
await machine.close()
For more information, see the Python SDK Docs.
Parameters:
ctx
(Context): A Context carries a deadline, a cancellation signal, and other values across API boundaries.
Returns:
- (error): An error, if one occurred.
Example:
// Cleanly close the underlying connections and stop any periodic tasks,
err := machine.Close(context.Background())
For more information, see the Go SDK Docs.
Parameters:
- None.
Returns:
- Future<void>
Example:
await machine.close();
For more information, see the Flutter SDK Docs.
Parameters:
- None
Returns:
- None
For more information, see the TypeScript SDK Docs.
// Cleanly close the underlying connections and stop any periodic tasks
await machine.disconnect();
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