import asyncio
from dataclasses import dataclass
from datetime import datetime
from threading import RLock
from typing import Any, Dict, List, Optional, Union
from grpclib import GRPCError, Status
from grpclib.client import Channel
from typing_extensions import Self
import viam
from viam import logging
from viam.components.component_base import ComponentBase
from viam.errors import ResourceNotFoundError
from viam.proto.common import LogEntry, PoseInFrame, ResourceName, Transform
from viam.proto.robot import (
BlockForOperationRequest,
CancelOperationRequest,
DiscoverComponentsRequest,
DiscoverComponentsResponse,
Discovery,
DiscoveryQuery,
FrameSystemConfig,
FrameSystemConfigRequest,
FrameSystemConfigResponse,
GetCloudMetadataRequest,
GetCloudMetadataResponse,
GetMachineStatusRequest,
GetMachineStatusResponse,
GetOperationsRequest,
GetOperationsResponse,
GetVersionRequest,
GetVersionResponse,
LogRequest,
Operation,
ResourceNamesRequest,
ResourceNamesResponse,
RobotServiceStub,
ShutdownRequest,
StopAllRequest,
StopExtraParameters,
TransformPoseRequest,
TransformPoseResponse,
)
from viam.resource.base import ResourceBase
from viam.resource.manager import ResourceManager
from viam.resource.registry import Registry
from viam.resource.rpc_client_base import ReconfigurableResourceRPCClientBase, ResourceRPCClientBase
from viam.resource.types import RESOURCE_TYPE_COMPONENT, RESOURCE_TYPE_SERVICE, Subtype
from viam.rpc.dial import DialOptions, ViamChannel, dial
from viam.services.service_base import ServiceBase
from viam.sessions_client import SessionsClient
from viam.utils import datetime_to_timestamp, dict_to_struct
LOGGER = logging.getLogger(__name__)
[docs]class RobotClient:
"""gRPC client for a machine. This class should be used for all interactions with a machine.
There are 2 ways to instantiate a robot client::
RobotClient.at_address(...)
RobotClient.with_channel(...)
You can use the client standalone or within a context::
machine = await RobotClient.at_address(...)
async with await RobotClient.with_channel(...) as machine: ...
You must ``close()`` the machine to release resources.
Note: Machines used within a context are automatically closed UNLESS created with a channel. Machines created using ``with_channel`` are
not automatically closed.
Establish a Connection::
import asyncio
from viam.rpc.dial import DialOptions, Credentials
from viam.robot.client import RobotClient
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()
print('Resources:')
print(machine.resource_names)
await machine.close()
if __name__ == '__main__':
asyncio.run(main())
For more information, see `Machine Management API <https://docs.viam.com/appendix/apis/robot/>`_.
"""
[docs] @dataclass
class Options:
refresh_interval: int = 0
"""
How often to refresh the status of the parts of the machine in seconds.
If not set, the machine will not be refreshed automatically
"""
dial_options: Optional[DialOptions] = None
"""
Options used to connect clients to gRPC servers
"""
log_level: int = logging.INFO
"""
The log level to output
"""
check_connection_interval: int = 10
"""
The frequency (in seconds) at which to check if the machine is still connected. 0 (zero) signifies no connection checks
"""
attempt_reconnect_interval: int = 1
"""
The frequency (in seconds) at which to attempt to reconnect a disconnected machine. 0 (zero) signifies no reconnection attempts
"""
disable_sessions: bool = False
"""
Whether sessions are disabled
"""
[docs] @classmethod
def with_api_key(cls, api_key: str, api_key_id: str, **kwargs) -> Self:
"""
Create RobotClient.Options with an API key for credentials and default values for other arguments.
::
# 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)
Args:
api_key (str): your API key
api_key_id (str): your API key ID. Must be a valid UUID
Raises:
ValueError: Raised if the api_key_id is not a valid UUID
Returns:
Self: the RobotClient.Options
For more information, see `Establish a connection <https://docs.viam.com/appendix/apis/robot/#establish-a-connection>`_.
"""
self = cls(**kwargs)
dial_opts = DialOptions.with_api_key(api_key, api_key_id)
self.dial_options = dial_opts
return self
[docs] @classmethod
async def at_address(cls, address: str, options: Options) -> Self:
"""Create a robot client that is connected to the machine at the provided address.
::
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()
Args:
address (str): Address of the machine (IP address, URL, etc.)
options (Options): Options for connecting and refreshing
Returns:
Self: the RobotClient
For more information, see `Establish a connection <https://docs.viam.com/appendix/apis/robot/#establish-a-connection>`_.
"""
logging.setLevel(options.log_level)
channel = await dial(address, options.dial_options)
machine = await cls._with_channel(channel, options, True)
machine._address = address
return machine
[docs] @classmethod
async def with_channel(cls, channel: Union[Channel, ViamChannel], options: Options) -> Self:
"""Create a machine that is connected to a machine over the given channel.
Any machines created using this method will *NOT* automatically close the channel upon exit.
::
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()
Args:
channel (ViamChannel): The channel that is connected to a machine, obtained by ``viam.rpc.dial``
options (Options): Options for refreshing. Any connection options will be ignored.
Returns:
Self: the RobotClient
For more information, see `Establish a connection <https://docs.viam.com/appendix/apis/robot/#establish-a-connection>`_.
"""
logging.setLevel(options.log_level)
return await cls._with_channel(channel, options, False)
@classmethod
async def _with_channel(cls, channel: Union[Channel, ViamChannel], options: Options, close_channel: bool):
"""INTERNAL USE ONLY"""
self = cls()
if isinstance(channel, Channel):
self._channel = channel
self._viam_channel = None
else:
self._channel = channel.channel
self._viam_channel = channel
self._connected = True
self._client = RobotServiceStub(self._channel)
self._manager = ResourceManager()
self._lock = RLock()
self._resource_names = []
self._should_close_channel = close_channel
self._options = options
self._address = self._channel._path if self._channel._path else f"{self._channel._host}:{self._channel._port}"
self._sessions_client = SessionsClient(
self._channel, self._address, self._options.dial_options, disabled=self._options.disable_sessions
)
try:
await self.refresh()
except Exception:
LOGGER.error("Unable to establish a connection to the machine. Ensure the machine is online and reachable and try again.")
await self.close()
raise ConnectionError("Unable to establish a connection to the machine.")
if options.refresh_interval > 0:
self._refresh_task = asyncio.create_task(
self._refresh_every(options.refresh_interval), name=f"{viam._TASK_PREFIX}-robot_refresh_metadata"
)
if options.check_connection_interval > 0 or options.attempt_reconnect_interval > 0:
self._check_connection_task = asyncio.create_task(
self._check_connection(options.check_connection_interval, options.attempt_reconnect_interval),
name=f"{viam._TASK_PREFIX}-robot_check_connection",
)
return self
_channel: Channel
_viam_channel: Optional[ViamChannel]
_lock: RLock
_manager: ResourceManager
_client: RobotServiceStub
_connected: bool
_address: str
_options: Options
_refresh_task: Optional[asyncio.Task] = None
_check_connection_task: Optional[asyncio.Task] = None
_resource_names: List[ResourceName]
_should_close_channel: bool
_closed: bool = False
_sessions_client: SessionsClient
[docs] async def refresh(self):
"""
Manually refresh the underlying parts of this machine.
::
await machine.refresh()
For more information, see `Machine Management API <https://docs.viam.com/appendix/apis/robot/>`_.
"""
response: ResourceNamesResponse = await self._client.ResourceNames(ResourceNamesRequest())
resource_names: List[ResourceName] = list(response.resources)
with self._lock:
if resource_names == self._resource_names:
return
for rname in resource_names:
if rname.type not in [RESOURCE_TYPE_COMPONENT, RESOURCE_TYPE_SERVICE]:
continue
if rname.subtype == "remote":
continue
await self._create_or_reset_client(rname)
for rname in self.resource_names:
if rname not in resource_names:
await self._manager.remove_resource(rname)
self._resource_names = resource_names
async def _create_or_reset_client(self, resourceName: ResourceName):
if resourceName in self._manager.resources:
res = self._manager.get_resource(ResourceBase, resourceName)
# If the channel hasn't changed, we don't need to do anything for existing clients
if isinstance(res, ResourceRPCClientBase) or (hasattr(res, "channel") and isinstance(getattr(res, "channel"), Channel)):
if self._channel is res.channel: # type: ignore
return
if isinstance(res, ReconfigurableResourceRPCClientBase):
res.reset_channel(self._channel)
else:
await self._manager.remove_resource(resourceName)
self._manager.register(
Registry.lookup_subtype(Subtype.from_resource_name(resourceName)).create_rpc_client(resourceName.name, self._channel)
)
else:
try:
self._manager.register(
Registry.lookup_subtype(Subtype.from_resource_name(resourceName)).create_rpc_client(resourceName.name, self._channel)
)
except ResourceNotFoundError:
pass
async def _refresh_every(self, interval: int):
while True:
await asyncio.sleep(interval)
try:
await self.refresh()
except Exception as e:
LOGGER.error("Failed to refresh status", exc_info=e)
async def _check_connection(self, check_every: int, reconnect_every: int):
if check_every <= 0:
check_every = reconnect_every
if check_every <= 0 and reconnect_every <= 0:
return
while True:
await asyncio.sleep(check_every)
# Failure to grab resources could be for spurious, non-networking reasons. Try three times just to be safe.
connection_error = None
for _ in range(3):
try:
await self._client.ResourceNames(ResourceNamesRequest(), timeout=1)
connection_error = None
break
except Exception as e:
connection_error = e
await asyncio.sleep(0.1)
if connection_error:
msg = "Lost connection to machine."
if reconnect_every > 0:
msg += (
f" Attempting to reconnect to {self._address} every {reconnect_every} second{'s' if reconnect_every != 1 else ''}"
)
LOGGER.error(msg, exc_info=connection_error)
self._close_channel()
self._connected = False
if reconnect_every <= 0:
continue
if self._connected:
continue
reconnect_attempts = self._options.dial_options.max_reconnect_attempts if self._options.dial_options else 3
for _ in range(reconnect_attempts):
try:
self._sessions_client.reset()
channel = await dial(self._address, self._options.dial_options)
client: RobotServiceStub
if isinstance(channel, Channel):
client = RobotServiceStub(channel)
else:
client = RobotServiceStub(channel.channel)
await client.ResourceNames(ResourceNamesRequest())
if isinstance(channel, Channel):
self._channel = channel
self._viam_channel = None
else:
self._channel = channel.channel
self._viam_channel = channel
self._client = RobotServiceStub(self._channel)
direct_dial_address = self._channel._path if self._channel._path else f"{self._channel._host}:{self._channel._port}"
self._sessions_client = SessionsClient(
channel=self._channel,
direct_dial_address=direct_dial_address,
dial_options=self._options.dial_options,
disabled=self._options.disable_sessions,
)
await self.refresh()
self._connected = True
LOGGER.debug("Successfully reconnected machine")
break
except Exception as e:
LOGGER.error(f"Failed to reconnect, trying again in {reconnect_every}sec", exc_info=e)
self._sessions_client.reset()
self._close_channel()
await asyncio.sleep(reconnect_every)
[docs] def get_component(self, name: ResourceName) -> ComponentBase:
"""Get a component using its ResourceName.
This function should not be called directly except in specific cases. The method ``Component.from_robot(...)`` is the preferred
method for obtaining components.
::
arm = Arm.from_robot(robot=machine, name="my_arm")
Because this function returns a generic ``ComponentBase`` rather than the specific
component type, it will be necessary to cast the returned component to the desired component. This can be done using a few
different methods:
- Assertion::
arm = machine.get_component(Arm.get_resource_name("my_arm"))
assert isinstance(arm, Arm)
end_pos = await arm.get_end_position()
- Explicit cast::
from typing import cast
arm = machine.get_component(Arm.get_resource_name("my_arm"))
arm = cast(Arm, arm)
end_pos = await arm.get_end_position()
- Declare type on variable assignment.
- Note: If using an IDE, a type error may be shown which can be ignored.
::
arm: Arm = machine.get_component(Arm.get_resource_name("my_arm")) # type: ignore
end_pos = await arm.get_end_position()
Args:
name (viam.proto.common.ResourceName): The component's ResourceName
Raises:
ValueError: Raised if the requested resource is not a component
ComponentNotFoundError: Error if component with the given type and name does not exist in the registry
Returns:
ComponentBase: The component
For more information, see `Machine Management API <https://docs.viam.com/appendix/apis/robot/>`_.
"""
if name.type != RESOURCE_TYPE_COMPONENT:
raise ValueError(f"ResourceName does not describe a component: {name}")
with self._lock:
return self._manager.get_resource(ComponentBase, name)
[docs] def get_service(self, name: ResourceName) -> ServiceBase:
"""Get a service using its ResourceName
This function should not be called directly except in specific cases. The method ``Service.from_robot(...)`` is the preferred
method for obtaining services.
::
service = MyService.from_robot(robot=machine, name="my_service")
Because this function returns a generic ``ServiceBase`` rather than a specific service type, it will be necessary to cast the
returned service to the desired service. This can be done using a few methods:
- Assertion::
service = machine.get_service(MyService.get_resource_name("my_service"))
assert isinstance(service, MyService)
- Explicit cast::
from typing import cast
service = machine.get_service(MyService.get_resource_name("my_service"))
service = cast(MyService, my_service)
- Declare type on variable assignment
- Note: If using an IDE, a type error may be shown which can be ignored.
::
service: MyService = machine.get_service(MyService.get_resource_name("my_service")) # type: ignore
Args:
name (viam.proto.common.ResourceName): The service's ResourceName
Raises:
ValueError: Raised if the requested resource is not a component
ComponentNotFoundError: Error if component with the given type and name does not exist in the registry
Returns:
ServiceBase: The service
For more information, see `Machine Management API <https://docs.viam.com/appendix/apis/robot/>`_.
"""
if name.type != RESOURCE_TYPE_SERVICE:
raise ValueError(f"ResourceName does not describe a service: {name}")
with self._lock:
return self._manager.get_resource(ServiceBase, name)
@property
def resource_names(self) -> List[ResourceName]:
"""
Get a list of all resource names
::
resource_names = machine.resource_names
Returns:
List[viam.proto.common.ResourceName]: The list of resource names
For more information, see `Machine Management API <https://docs.viam.com/appendix/apis/robot/>`_.
"""
with self._lock:
return [r for r in self._resource_names]
def _close_channel(self, *, tab_count=0):
tabs = "".join(["\t" for _ in range(tab_count)])
if self._viam_channel is not None:
LOGGER.debug(f"{tabs} Closing ViamChannel instance")
self._viam_channel.close()
else:
LOGGER.debug(f"{tabs} Closing grpc-lib Channel instance")
self._channel.close()
[docs] async def close(self):
"""
Cleanly close the underlying connections and stop any periodic tasks.
::
await machine.close()
For more information, see `Machine Management API <https://docs.viam.com/appendix/apis/robot/>`_.
"""
LOGGER.debug("Closing RobotClient")
if self._closed:
LOGGER.debug("RobotClient is already closed")
return
try:
self._lock.release()
except RuntimeError:
pass
self._sessions_client.reset()
# Cancel all tasks created by VIAM
LOGGER.debug("Closing tasks spawned by Viam")
tasks = [task for task in asyncio.all_tasks() if task.get_name().startswith(viam._TASK_PREFIX)]
for task in tasks:
LOGGER.debug(f"\tClosing task {task.get_name()}")
task.cancel()
await asyncio.gather(*tasks, return_exceptions=True)
if self._should_close_channel:
LOGGER.debug("Closing gRPC channel to remote robot")
self._close_channel(tab_count=1)
self._closed = True
[docs] async def __aenter__(self):
return self
[docs] async def __aexit__(self, exc_type, exc_value, traceback):
await self.close()
##############
# OPERATIONS #
##############
[docs] async def get_operations(self) -> List[Operation]:
"""
Get the list of operations currently running on the machine.
::
operations = await machine.get_operations()
Returns:
List[viam.proto.robot.Operation]: The list of operations currently running on a given machine.
For more information, see `Machine Management API <https://docs.viam.com/appendix/apis/robot/>`_.
"""
request = GetOperationsRequest()
response: GetOperationsResponse = await self._client.GetOperations(request)
return list(response.operations)
[docs] async def cancel_operation(self, id: str):
"""
Cancels the specified operation on the machine.
::
await machine.cancel_operation("INSERT OPERATION ID")
Args:
id (str): ID of operation to cancel.
For more information, see `Machine Management API <https://docs.viam.com/appendix/apis/robot/>`_.
"""
request = CancelOperationRequest(id=id)
await self._client.CancelOperation(request)
[docs] async def block_for_operation(self, id: str):
"""
Blocks on the specified operation on the machine. This function will only return when the specific operation
has finished or has been cancelled.
::
await machine.block_for_operation("INSERT OPERATION ID")
Args:
id (str): ID of operation to block on.
For more information, see `Machine Management API <https://docs.viam.com/appendix/apis/robot/>`_.
"""
request = BlockForOperationRequest(id=id)
await self._client.BlockForOperation(request)
################
# FRAME SYSTEM #
################
[docs] async def get_frame_system_config(self, additional_transforms: Optional[List[Transform]] = None) -> List[FrameSystemConfig]:
"""
Get the configuration of the frame system of a given machine.
::
# 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}")
Returns:
List[viam.proto.robot.FrameSystemConfig]: The configuration of a given machine's frame system.
For more information, see `Machine Management API <https://docs.viam.com/appendix/apis/robot/>`_.
"""
request = FrameSystemConfigRequest(supplemental_transforms=additional_transforms)
response: FrameSystemConfigResponse = await self._client.FrameSystemConfig(request)
return list(response.frame_system_configs)
#######################
# COMPONENT DISCOVERY #
#######################
[docs] async def discover_components(
self,
queries: List[DiscoveryQuery],
) -> List[Discovery]:
"""
Get a list of discovered potential component configurations, for example listing different supported resolutions. Currently only works for some cameras.
Returns module names for modules.
::
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)
Args:
queries (List[viam.proto.robot.DiscoveryQuery]): The list of component models to lookup potential configurations for.
Returns:
List[Discovery]: A list of discovered potential component configurations.
For more information, see `Machine Management API <https://docs.viam.com/appendix/apis/robot/>`_.
"""
request = DiscoverComponentsRequest(queries=queries)
response: DiscoverComponentsResponse = await self._client.DiscoverComponents(request)
return list(response.discovery)
############
# STOP ALL #
############
[docs] async def stop_all(self, extra: Dict[ResourceName, Dict[str, Any]] = {}):
"""
Cancel all current and outstanding operations for the machine and stop all actuators and movement.
::
# Cancel all current and outstanding operations for the machine and stop all actuators and movement.
await machine.stop_all()
::
await machine.stop_all()
Args:
extra (Dict[viam.proto.common.ResourceName, Dict[str, Any]]): Any extra parameters to pass to the resources' ``stop`` methods,
keyed on the resource's ``ResourceName``.
For more information, see `Machine Management API <https://docs.viam.com/appendix/apis/robot/>`_.
"""
ep: List[StopExtraParameters] = []
for name, params in extra.items():
ep.append(StopExtraParameters(name=name, params=dict_to_struct(params)))
request = StopAllRequest(extra=ep)
await self._client.StopAll(request)
#######
# LOG #
#######
[docs] async def log(self, name: str, level: str, time: datetime, message: str, stack: str):
"""Send log from Python module over gRPC.
Create a LogEntry object from the log to send to RDK.
Args:
name (str): The logger's name.
level (str): The level of the log.
time (datetime): The log creation time.
message (str): The log message.
stack (str): The stack information of the log.
For more information, see `Machine Management API <https://docs.viam.com/appendix/apis/robot/>`_.
"""
entry = LogEntry(level=level, time=datetime_to_timestamp(time), logger_name=name, message=message, stack=stack)
request = LogRequest(logs=[entry])
await self._client.Log(request)
######################
# Get Cloud Metadata #
######################
############
# Shutdown #
############
[docs] async def shutdown(self):
"""
Shutdown shuts down the machine.
::
await machine.shutdown()
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.
For more information, see `Machine Management API <https://docs.viam.com/appendix/apis/robot/>`_.
"""
request = ShutdownRequest()
try:
await self._client.Shutdown(request)
LOGGER.info("robot shutdown successful")
except GRPCError as e:
if e.status == Status.INTERNAL or e.status == Status.UNKNOWN:
LOGGER.info("robot shutdown successful")
elif e.status == Status.UNAVAILABLE:
LOGGER.warn("server unavailable, likely due to successful robot shutdown")
raise e
elif e.status == Status.DEADLINE_EXCEEDED:
LOGGER.warn("request timeout, robot shutdown may still be successful")
raise e
else:
raise e
######################
# Get Version #
######################
[docs] async def get_version(self) -> GetVersionResponse:
"""
Get version information about the machine.
::
result = await machine.get_version()
print(result.platform)
print(result.version)
print(result.api_version)
Returns:
viam.proto.robot.GetVersionResponse: Machine version related information.
For more information, see `Machine Management API <https://docs.viam.com/appendix/apis/robot/>`_.
"""
request = GetVersionRequest()
return await self._client.GetVersion(request)
######################
# Get Machine Status #
######################
[docs] async def get_machine_status(self) -> GetMachineStatusResponse:
"""
Get status information about the machine's resources and configuration.
::
machine_status = await machine.get_machine_status()
resource_statuses = machine_status.resources
config_status = machine_status.config
Returns:
viam.proto.robot.GetMachineStatusResponse: current status of the resources (List[ResourceStatus]) and config of the machine.
For more information, see `Machine Management API <https://docs.viam.com/appendix/apis/robot/>`_.
"""
request = GetMachineStatusRequest()
return await self._client.GetMachineStatus(request)