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flytekit.clients.raw
Directory
Classes
| Class | Description |
|---|---|
RawSynchronousFlyteClient |
This is a thin synchronous wrapper around the auto-generated GRPC stubs for communicating with the admin service. |
flytekit.clients.raw.RawSynchronousFlyteClient
This is a thin synchronous wrapper around the auto-generated GRPC stubs for communicating with the admin service.
This client should be usable regardless of environment in which this is used. In other words, configurations should be explicit as opposed to inferred from the environment or a configuration file. To create a client,
from flytekit.configuration import PlatformConfig
RawSynchronousFlyteClient(PlatformConfig(endpoint="a.b.com", insecure=True)) # or
SynchronousFlyteClient(PlatformConfig(endpoint="a.b.com", insecure=True))Parameters
class RawSynchronousFlyteClient(
cfg: PlatformConfig,
kwargs,
)Initializes a gRPC channel to the given Flyte Admin service.
| Parameter | Type | Description |
|---|---|---|
cfg |
PlatformConfig |
|
kwargs |
**kwargs |
Properties
| Property | Type | Description |
|---|---|---|
url |
None |
Methods
| Method | Description |
|---|---|
create_download_link() |
|
create_download_location() |
|
create_execution() |
This will create an execution for the given execution spec. |
create_launch_plan() |
This will create a launch plan definition in the Admin database. |
create_task() |
This will create a task definition in the Admin database. |
create_upload_location() |
Get a signed url to be used during fast registration. |
create_workflow() |
This will create a workflow definition in the Admin database. |
get_active_launch_plan() |
Retrieves a launch plan entity. |
get_domains() |
This will return a list of domains registered with the Flyte Admin Service. |
get_execution() |
Returns an execution of a workflow entity. |
get_execution_data() |
Returns signed URLs to LiteralMap blobs for an execution’s inputs and outputs (when available). |
get_execution_metrics() |
Returns metrics partitioning and categorizing the workflow execution time-series. |
get_launch_plan() |
Retrieves a launch plan entity. |
get_node_execution() |
|
get_node_execution_data() |
Returns signed URLs to LiteralMap blobs for a node execution’s inputs and outputs (when available). |
get_project_domain_attributes() |
This fetches the attributes for a project and domain registered with the Flyte Admin Service. |
get_task() |
This returns a single task for a given identifier. |
get_task_execution() |
|
get_task_execution_data() |
Returns signed URLs to LiteralMap blobs for a task execution’s inputs and outputs (when available). |
get_workflow() |
This returns a single workflow for a given identifier. |
get_workflow_attributes() |
This fetches the attributes for a project, domain, and workflow registered with the Flyte Admin Service. |
list_active_launch_plans_paginated() |
Lists Active Launch Plans for a given (project, domain). |
list_executions_paginated() |
Lists the executions for a given identifier. |
list_launch_plan_ids_paginated() |
Lists launch plan named identifiers for a given project and domain. |
list_launch_plans_paginated() |
Lists Launch Plans for a given Identifier (project, domain, name). |
list_matchable_attributes() |
This fetches the attributes for a specific resource type registered with the Flyte Admin Service. |
list_node_executions_for_task_paginated() |
|
list_node_executions_paginated() |
|
list_projects() |
This will return a list of the projects registered with the Flyte Admin Service. |
list_signals() |
This lists signals. |
list_task_executions_paginated() |
|
list_task_ids_paginated() |
This returns a page of identifiers for the tasks for a given project and domain. |
list_tasks_paginated() |
This returns a page of task metadata for tasks in a given project and domain. |
list_workflow_ids_paginated() |
This returns a page of identifiers for the workflows for a given project and domain. |
list_workflows_paginated() |
This returns a page of workflow meta-information for workflows in a given project and domain. |
recover_execution() |
This will recreate an execution with the same spec as the one belonging to the given execution identifier. |
register_project() |
Registers a project along with a set of domains. |
relaunch_execution() |
|
set_signal() |
This sets a signal. |
terminate_execution() |
|
update_launch_plan() |
Allows updates to a launch plan at a given identifier. |
update_named_entity() |
|
update_project() |
Update an existing project specified by id. |
update_project_domain_attributes() |
This updates the attributes for a project and domain registered with the Flyte Admin Service. |
update_workflow_attributes() |
This updates the attributes for a project, domain, and workflow registered with the Flyte Admin Service. |
with_root_certificate() |
create_download_link()
def create_download_link(
create_download_link_request: _dataproxy_pb2.CreateDownloadLinkRequest,
) -> _dataproxy_pb2.CreateDownloadLinkResponse| Parameter | Type | Description |
|---|---|---|
create_download_link_request |
_dataproxy_pb2.CreateDownloadLinkRequest |
create_download_location()
def create_download_location(
create_download_location_request: _dataproxy_pb2.CreateDownloadLocationRequest,
) -> _dataproxy_pb2.CreateDownloadLocationResponse| Parameter | Type | Description |
|---|---|---|
create_download_location_request |
_dataproxy_pb2.CreateDownloadLocationRequest |
create_execution()
def create_execution(
create_execution_request,
)This will create an execution for the given execution spec.
| Parameter | Type | Description |
|---|---|---|
create_execution_request |
Returns: flyteidl.admin.execution_pb2.ExecutionCreateResponse
create_launch_plan()
def create_launch_plan(
launch_plan_create_request,
)This will create a launch plan definition in the Admin database. Once successful, the launch plan object can be retrieved via the client or viewed via the UI or command-line interfaces.
Overwrites are not supported so any request for a given project, domain, name, and version that exists in the database must match the existing definition exactly. This also means that as long as the request remains identical, calling this method multiple times will result in success.
launch plan is found, this exception is raised. The client might choose to ignore this exception because
the identical launch plan is already registered.
| Parameter | Type | Description |
|---|---|---|
launch_plan_create_request |
Returns: flyteidl.admin.launch_plan_pb2.LaunchPlanCreateResponse
Raises
| Exception | Description |
|---|---|
flytekit.common.exceptions.user.FlyteEntityAlreadyExistsException |
If an identical version of the |
grpc.RpcError |
create_task()
def create_task(
task_create_request,
)This will create a task definition in the Admin database. Once successful, the task object can be retrieved via the client or viewed via the UI or command-line interfaces.
Overwrites are not supported so any request for a given project, domain, name, and version that exists in the database must match the existing definition exactly. This also means that as long as the request remains identical, calling this method multiple times will result in success.
is found, this exception is raised. The client might choose to ignore this exception because the identical
task is already registered.
| Parameter | Type | Description |
|---|---|---|
task_create_request |
Returns: flyteidl.admin.task_pb2.TaskCreateResponse
Raises
| Exception | Description |
|---|---|
flytekit.common.exceptions.user.FlyteEntityAlreadyExistsException |
If an identical version of the task |
grpc.RpcError |
create_upload_location()
def create_upload_location(
create_upload_location_request: _dataproxy_pb2.CreateUploadLocationRequest,
) -> _dataproxy_pb2.CreateUploadLocationResponseGet a signed url to be used during fast registration
| Parameter | Type | Description |
|---|---|---|
create_upload_location_request |
_dataproxy_pb2.CreateUploadLocationRequest |
Returns: flyteidl.service.dataproxy_pb2.CreateUploadLocationResponse
create_workflow()
def create_workflow(
workflow_create_request,
)This will create a workflow definition in the Admin database. Once successful, the workflow object can be retrieved via the client or viewed via the UI or command-line interfaces.
Overwrites are not supported so any request for a given project, domain, name, and version that exists in the database must match the existing definition exactly. This also means that as long as the request remains identical, calling this method multiple times will result in success.
workflow is found, this exception is raised. The client might choose to ignore this exception because the
identical workflow is already registered.
| Parameter | Type | Description |
|---|---|---|
workflow_create_request |
Returns: flyteidl.admin.workflow_pb2.WorkflowCreateResponse
Raises
| Exception | Description |
|---|---|
flytekit.common.exceptions.user.FlyteEntityAlreadyExistsException |
If an identical version of the |
grpc.RpcError |
get_active_launch_plan()
def get_active_launch_plan(
active_launch_plan_request,
)Retrieves a launch plan entity.
| Parameter | Type | Description |
|---|---|---|
active_launch_plan_request |
Returns: flyteidl.admin.launch_plan_pb2.LaunchPlan
get_domains()
def get_domains()This will return a list of domains registered with the Flyte Admin Service
Returns: flyteidl.admin.project_pb2.GetDomainsResponse
get_execution()
def get_execution(
get_object_request,
)Returns an execution of a workflow entity.
| Parameter | Type | Description |
|---|---|---|
get_object_request |
Returns: flyteidl.admin.execution_pb2.Execution
get_execution_data()
def get_execution_data(
get_execution_data_request,
)Returns signed URLs to LiteralMap blobs for an execution’s inputs and outputs (when available).
| Parameter | Type | Description |
|---|---|---|
get_execution_data_request |
Returns: flyteidl.admin.execution_pb2.WorkflowExecutionGetDataResponse
get_execution_metrics()
def get_execution_metrics(
get_execution_metrics_request,
)Returns metrics partitioning and categorizing the workflow execution time-series.
| Parameter | Type | Description |
|---|---|---|
get_execution_metrics_request |
Returns: flyteidl.admin.execution_pb2.WorkflowExecutionGetMetricsResponse
get_launch_plan()
def get_launch_plan(
object_get_request,
)Retrieves a launch plan entity.
| Parameter | Type | Description |
|---|---|---|
object_get_request |
Returns: flyteidl.admin.launch_plan_pb2.LaunchPlan
get_node_execution()
def get_node_execution(
node_execution_request,
)| Parameter | Type | Description |
|---|---|---|
node_execution_request |
Returns: flyteidl.admin.node_execution_pb2.NodeExecution
get_node_execution_data()
def get_node_execution_data(
get_node_execution_data_request,
)Returns signed URLs to LiteralMap blobs for a node execution’s inputs and outputs (when available).
| Parameter | Type | Description |
|---|---|---|
get_node_execution_data_request |
Returns: flyteidl.admin.node_execution_pb2.NodeExecutionGetDataResponse
get_project_domain_attributes()
def get_project_domain_attributes(
project_domain_attributes_get_request,
)This fetches the attributes for a project and domain registered with the Flyte Admin Service
| Parameter | Type | Description |
|---|---|---|
project_domain_attributes_get_request |
Returns: flyteidl.admin.ProjectDomainAttributesGetResponse
get_task()
def get_task(
get_object_request,
)This returns a single task for a given identifier.
| Parameter | Type | Description |
|---|---|---|
get_object_request |
Returns: flyteidl.admin.task_pb2.Task
Raises
| Exception | Description |
|---|---|
| TODO |
get_task_execution()
def get_task_execution(
task_execution_request,
)| Parameter | Type | Description |
|---|---|---|
task_execution_request |
Returns: flyteidl.admin.task_execution_pb2.TaskExecution
get_task_execution_data()
def get_task_execution_data(
get_task_execution_data_request,
)Returns signed URLs to LiteralMap blobs for a task execution’s inputs and outputs (when available).
| Parameter | Type | Description |
|---|---|---|
get_task_execution_data_request |
Returns: flyteidl.admin.task_execution_pb2.TaskExecutionGetDataResponse
get_workflow()
def get_workflow(
get_object_request,
)This returns a single workflow for a given identifier.
| Parameter | Type | Description |
|---|---|---|
get_object_request |
Returns: flyteidl.admin.workflow_pb2.Workflow
Raises
| Exception | Description |
|---|---|
| TODO |
get_workflow_attributes()
def get_workflow_attributes(
workflow_attributes_get_request,
)This fetches the attributes for a project, domain, and workflow registered with the Flyte Admin Service
| Parameter | Type | Description |
|---|---|---|
workflow_attributes_get_request |
Returns: flyteidl.admin.WorkflowAttributesGetResponse
list_active_launch_plans_paginated()
def list_active_launch_plans_paginated(
active_launch_plan_list_request,
)Lists Active Launch Plans for a given (project, domain)
| Parameter | Type | Description |
|---|---|---|
active_launch_plan_list_request |
Returns: flyteidl.admin.launch_plan_pb2.LaunchPlanList
list_executions_paginated()
def list_executions_paginated(
resource_list_request,
)Lists the executions for a given identifier.
| Parameter | Type | Description |
|---|---|---|
resource_list_request |
Returns: flyteidl.admin.execution_pb2.ExecutionList
list_launch_plan_ids_paginated()
def list_launch_plan_ids_paginated(
identifier_list_request,
)Lists launch plan named identifiers for a given project and domain.
| Parameter | Type | Description |
|---|---|---|
identifier_list_request |
Returns: flyteidl.admin.common_pb2.NamedEntityIdentifierList
list_launch_plans_paginated()
def list_launch_plans_paginated(
resource_list_request,
)Lists Launch Plans for a given Identifier (project, domain, name)
| Parameter | Type | Description |
|---|---|---|
resource_list_request |
Returns: flyteidl.admin.launch_plan_pb2.LaunchPlanList
list_matchable_attributes()
def list_matchable_attributes(
matchable_attributes_list_request,
)This fetches the attributes for a specific resource type registered with the Flyte Admin Service
| Parameter | Type | Description |
|---|---|---|
matchable_attributes_list_request |
Returns: flyteidl.admin.ListMatchableAttributesResponse
list_node_executions_for_task_paginated()
def list_node_executions_for_task_paginated(
node_execution_for_task_list_request,
)| Parameter | Type | Description |
|---|---|---|
node_execution_for_task_list_request |
Returns: flyteidl.admin.node_execution_pb2.NodeExecutionList
list_node_executions_paginated()
def list_node_executions_paginated(
node_execution_list_request,
)| Parameter | Type | Description |
|---|---|---|
node_execution_list_request |
Returns: flyteidl.admin.node_execution_pb2.NodeExecutionList
list_projects()
def list_projects(
project_list_request: typing.Optional[ProjectListRequest],
)This will return a list of the projects registered with the Flyte Admin Service
| Parameter | Type | Description |
|---|---|---|
project_list_request |
typing.Optional[ProjectListRequest] |
Returns: flyteidl.admin.project_pb2.Projects
list_signals()
def list_signals(
signal_list_request: SignalListRequest,
) -> SignalListThis lists signals
| Parameter | Type | Description |
|---|---|---|
signal_list_request |
SignalListRequest |
list_task_executions_paginated()
def list_task_executions_paginated(
task_execution_list_request,
)| Parameter | Type | Description |
|---|---|---|
task_execution_list_request |
Returns: flyteidl.admin.task_execution_pb2.TaskExecutionList
list_task_ids_paginated()
def list_task_ids_paginated(
identifier_list_request,
)This returns a page of identifiers for the tasks for a given project and domain. Filters can also be specified.
The name field in the TaskListRequest is ignored.
This is a paginated API. Use the token field in the request to specify a page offset token. The user of the API is responsible for providing this token.
If entries are added to the database between requests for different pages, it is possible to receive entries on the second page that also appeared on the first.
| Parameter | Type | Description |
|---|---|---|
identifier_list_request |
Returns: flyteidl.admin.common_pb2.NamedEntityIdentifierList
Raises
| Exception | Description |
|---|---|
| TODO |
list_tasks_paginated()
def list_tasks_paginated(
resource_list_request,
)This returns a page of task metadata for tasks in a given project and domain. Optionally, specifying a name will limit the results to only tasks with that name in the given project and domain.
This is a paginated API. Use the token field in the request to specify a page offset token. The user of the API is responsible for providing this token.
If entries are added to the database between requests for different pages, it is possible to receive entries on the second page that also appeared on the first.
| Parameter | Type | Description |
|---|---|---|
resource_list_request |
Returns: flyteidl.admin.task_pb2.TaskList
Raises
| Exception | Description |
|---|---|
| TODO |
list_workflow_ids_paginated()
def list_workflow_ids_paginated(
identifier_list_request,
)This returns a page of identifiers for the workflows for a given project and domain. Filters can also be specified.
The name field in the WorkflowListRequest is ignored.
This is a paginated API. Use the token field in the request to specify a page offset token. The user of the API is responsible for providing this token.
If entries are added to the database between requests for different pages, it is possible to receive entries on the second page that also appeared on the first.
| Parameter | Type | Description |
|---|---|---|
identifier_list_request |
Returns: flyteidl.admin.common_pb2.NamedEntityIdentifierList
Raises
| Exception | Description |
|---|---|
| TODO |
list_workflows_paginated()
def list_workflows_paginated(
resource_list_request,
)This returns a page of workflow meta-information for workflows in a given project and domain. Optionally, specifying a name will limit the results to only workflows with that name in the given project and domain.
This is a paginated API. Use the token field in the request to specify a page offset token. The user of the API is responsible for providing this token.
If entries are added to the database between requests for different pages, it is possible to receive entries on the second page that also appeared on the first.
| Parameter | Type | Description |
|---|---|---|
resource_list_request |
Returns: flyteidl.admin.workflow_pb2.WorkflowList
Raises
| Exception | Description |
|---|---|
| TODO |
recover_execution()
def recover_execution(
recover_execution_request,
)This will recreate an execution with the same spec as the one belonging to the given execution identifier.
| Parameter | Type | Description |
|---|---|---|
recover_execution_request |
Returns: flyteidl.admin.execution_pb2.ExecutionRecoverResponse
register_project()
def register_project(
project_register_request,
)Registers a project along with a set of domains.
| Parameter | Type | Description |
|---|---|---|
project_register_request |
Returns: flyteidl.admin.project_pb2.ProjectRegisterResponse
relaunch_execution()
def relaunch_execution(
relaunch_execution_request,
)| Parameter | Type | Description |
|---|---|---|
relaunch_execution_request |
Returns: flyteidl.admin.execution_pb2.ExecutionCreateResponse
set_signal()
def set_signal(
signal_set_request: SignalSetRequest,
) -> SignalSetResponseThis sets a signal
| Parameter | Type | Description |
|---|---|---|
signal_set_request |
SignalSetRequest |
terminate_execution()
def terminate_execution(
terminate_execution_request,
)| Parameter | Type | Description |
|---|---|---|
terminate_execution_request |
Returns: flyteidl.admin.execution_pb2.TerminateExecutionResponse
update_launch_plan()
def update_launch_plan(
update_request,
)Allows updates to a launch plan at a given identifier. Currently, a launch plan may only have it’s state switched between ACTIVE and INACTIVE.
| Parameter | Type | Description |
|---|---|---|
update_request |
Returns: flyteidl.admin.launch_plan_pb2.LaunchPlanUpdateResponse
update_named_entity()
def update_named_entity(
update_named_entity_request,
)| Parameter | Type | Description |
|---|---|---|
update_named_entity_request |
Returns: flyteidl.admin.common_pb2.NamedEntityUpdateResponse
update_project()
def update_project(
project,
)Update an existing project specified by id.
| Parameter | Type | Description |
|---|---|---|
project |
Returns: flyteidl.admin.project_pb2.ProjectUpdateResponse
update_project_domain_attributes()
def update_project_domain_attributes(
project_domain_attributes_update_request,
)This updates the attributes for a project and domain registered with the Flyte Admin Service
| Parameter | Type | Description |
|---|---|---|
project_domain_attributes_update_request |
Returns: flyteidl.admin.ProjectDomainAttributesUpdateResponse
update_workflow_attributes()
def update_workflow_attributes(
workflow_attributes_update_request,
)This updates the attributes for a project, domain, and workflow registered with the Flyte Admin Service
| Parameter | Type | Description |
|---|---|---|
workflow_attributes_update_request |
Returns: flyteidl.admin.WorkflowAttributesUpdateResponse
with_root_certificate()
def with_root_certificate(
cfg: PlatformConfig,
root_cert_file: str,
) -> RawSynchronousFlyteClient| Parameter | Type | Description |
|---|---|---|
cfg |
PlatformConfig |
|
root_cert_file |
str |