This is to convert a Python dictionary to a list, where each list item is a dict with `name` and `value` keys.

Configure the object as OssArtifact OSS configuration can be found (https://www.alibabacloud.com/help/doc-detail/32027.htm) :param pa

Configure the object as S3Artifact :param path: the local path of container :param bucket: s3 bucket :param accesskey_id: s3 user id

Create a transient volume for use in the workflow. Reference: https://github.com/argoproj/argo/blob/master/examples/volumes-pvc.yaml

Generate a DAG of Argo YAML Note: couler.set_dependencies() is more preferable. https://github.com/argoproj/argo/blob/master/examples/dag

Encode a string using base64 and return a binary string. This function is used in Secret creation. For example, the secrets for Argo YAML

Generate the Argo recursive logic. For example https://github.com/argoproj/argo/blob/master/examples/README.md#recursion.

Extract information for run container or script output. step_output is a list with multiple outputs

Post-process options.

Generate the inputs parameter for running kubernetes resource

Get secret by name.

Check whether the requested resources contains GPU. Here resources is a dict like {"cpu": 1, "memory": 2,...}.

Set default values for options.

If a function A in file B calls function C, which in turn calls invocation_location(), the call returns information about the invocation, in p

Argo YAML requires that each step, which is an invocation to a template, has a name. For example, hello1, hello2a, and hello2b in https://git

Load user provided cluster specification file.

map operation of Couler

Check whether the `collection` is none or empty.

Get the key from secret in k8s, and return the secret name.

Randomly generate a 'success' or 'fail' to let sys.exit emulate a task final state

To submit the workflow using user-provided submitter implementation. Note that, the provided submitter must have a submit function which

Args: tuning_params: A dictionary of hyperparameters to be tuned. objective: The dictionary of objective for model training.

Generate an Argo container template. For example, the template whalesay in https://github.com/argoproj/argo/tree/master/examples#hello-world

Create a k8s job. For example, the pi-tmpl template in https://github.com/argoproj/argo/blob/master/examples/k8s-jobs.yaml :param manifes

Generate an Argo script template. For example, https://github.com/argoproj/argo/tree/master/examples#scripts--results. :param image: Doc

Config couler defaults. :param submitter: default submitter to use when submitting workflows :return:

:param step_function: step to run :param dependencies: the list of dependencies of this step. This can be in either of the following

Set dns policy and config to the workflow. https://argoproj.github.io/argo-workflows/fields/#poddnsconfig

Configure the workflow handler Status would be: Succeeded, Failed, or Error. Each status invokes one exit_handler function. https://g