nemo_microservices.types.dataset_ev

Module Contents

Classes

DatasetEv

API

class nemo_microservices.types.dataset_ev.DatasetEv(/, **data: typing.Any)

Bases: nemo_microservices._models.BaseModel

created_at: Optional[datetime.datetime]

None

Timestamp for when the entity was created.

custom_fields: Optional[Dict[str, object]]

None

A set of custom fields that the user can define and use for various purposes.

description: Optional[str]

None

The description of the entity.

files_url: str

None

The location where the artifact files are stored.

This can be a URL pointing to NDS, Hugging Face, S3, or any other accessible resource location.

format: Optional[str]

None

Specifies the dataset format, referring to the schema of the dataset rather than the file format. Examples include SQuAD, BEIR, etc.

hf_endpoint: Optional[str]

None

For HuggingFace URLs, the endpoint that should be used.

By default, this is set to the Data Store URL. For HuggingFace Hub, this should be set to “https://huggingface.co”.

id: Optional[str]

None

The ID of the entity.

With the exception of namespaces, this is always a semantically-prefixed base58-encoded uuid4 [-base58(uuid4())].

limit: Optional[int]

None

The maximum number of items to be used from the dataset.

name: Optional[str]

None

The name of the entity.

Must be unique inside the namespace. If not specified, it will be the same as the automatically generated id.

namespace: Optional[str]

None

The namespace of the entity.

This can be missing for namespace entities or in deployments that don’t use namespaces.

ownership: Optional[nemo_microservices.types.shared.ownership.Ownership]

None

Information about ownership of an entity.

If the entity is a namespace, the access_policies will typically apply to all entities inside the namespace.

project: Optional[str]

None

The URN of the project associated with this entity.

schema_version: Optional[str]

None

The version of the schema for the object. Internal use only.

split: Optional[str]

None

The split of the dataset. Examples include train, validation, test, etc.

type_prefix: Optional[str]

None

The type prefix of the entity ID.

If not specified, it will be inferred from the entity type name, but this will likely result in long prefixes.

updated_at: Optional[datetime.datetime]

None

Timestamp for when the entity was last updated.

version_id: Optional[str]

None

A unique, immutable id for the version. This is similar to the commit hash.

version_tags: Optional[List[nemo_microservices.types.shared.version_tag.VersionTag]]

None

The list of version tags associated with this entity.