oci_datascience_model_provenance

This resource provides the Model Provenance resource in Oracle Cloud Infrastructure Data Science service. Api doc link for the resource: https://docs.oracle.com/iaas/api/#/en/data-science/latest/ModelProvenance

Example terraform configs related to the resource : https://github.com/oracle/terraform-provider-oci/tree/master/examples/datascience

Creates provenance information for the specified model.

Example Usage

resource "oci_datascience_model_provenance" "test_model_provenance" {
	#Required
	model_id = oci_datascience_model.test_model.id

	#Optional
	git_branch = var.model_provenance_git_branch
	git_commit = var.model_provenance_git_commit
	repository_url = var.model_provenance_repository_url
	script_dir = var.model_provenance_script_dir
	training_id = oci_datascience_training.test_training.id
	training_script = var.model_provenance_training_script
}

Argument Reference

The following arguments are supported:

• git_branch - (Optional) (Updatable) For model reproducibility purposes. Branch of the git repository associated with model training.
• git_commit - (Optional) (Updatable) For model reproducibility purposes. Commit ID of the git repository associated with model training.
• model_id - (Required) The OCID of the model.
• repository_url - (Optional) (Updatable) For model reproducibility purposes. URL of the git repository associated with model training.
• script_dir - (Optional) (Updatable) For model reproducibility purposes. Path to model artifacts.
• training_id - (Optional) (Updatable) The OCID of a training session(Job or NotebookSession) in which the model was trained. It is used for model reproducibility purposes.
• training_script - (Optional) (Updatable) For model reproducibility purposes. Path to the python script or notebook in which the model was trained.”

** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

Attributes Reference

The following attributes are exported:

• git_branch - For model reproducibility purposes. Branch of the git repository associated with model training.
• git_commit - For model reproducibility purposes. Commit ID of the git repository associated with model training.
• repository_url - For model reproducibility purposes. URL of the git repository associated with model training.
• script_dir - For model reproducibility purposes. Path to model artifacts.
• training_id - The OCID of a training session(Job or NotebookSession) in which the model was trained. It is used for model reproducibility purposes.
• training_script - For model reproducibility purposes. Path to the python script or notebook in which the model was trained.”

Timeouts

The timeouts block allows you to specify timeouts for certain operations: * create - (Defaults to 20 minutes), when creating the Model Provenance * update - (Defaults to 20 minutes), when updating the Model Provenance * delete - (Defaults to 20 minutes), when destroying the Model Provenance

Import

ModelProvenances can be imported using the id, e.g.

$ terraform import oci_datascience_model_provenance.test_model_provenance "models/{modelId}/provenance"