snorkelai.sdk.client

Interfaces to interact with the Snorkel Flow REST API.

Most of the functions in the snorkelai.sdk.client module require a client context object — SnorkelSDKContext — that points to the Snorkel Flow instance:

import snorkelai.sdk.client as sf
ctx = sf.SnorkelSDKContext.from_endpoint_url()

All the functions under submodules are also available under snorkelai.sdk.client.

Examples

import snorkelai.sdk.client as sf
# get_annotations is available under snorkelai.sdk.client.annotations
sf.annotations.get_annotations(node)
# also available under snorkelai.sdk.client (recommended)
sf.get_annotations(node)  # noqa: F405

Since snorkelai.sdk.client submodules may be reorganized in the future, we recommend accessing functions directly from snorkelai.sdk.client to minimize the risk of future breaking changes.

Submodules

Submodules

snorkelai.sdk.client.annotations	Annotations allow subject matter experts (SMEs) and LLMs to add labels to your data.
snorkelai.sdk.client.annotation_sources	Annotation source related functions.
snorkelai.sdk.client.comments	Comment related functions.
snorkelai.sdk.client.connector_configs	Dataset views functions for datasets
snorkelai.sdk.client.ctx	Context related classes.
snorkelai.sdk.client.external_models	External model endpoints related functions.
snorkelai.sdk.client.files	File storage related functions to upload and download files and directories.
snorkelai.sdk.client.file_storage_configs	File storage config related functions.
snorkelai.sdk.client.fm_suite	Foundation model suite related functions.
snorkelai.sdk.client.gts	Ground truth related functions.
snorkelai.sdk.client.secrets	Secret store related functions.
snorkelai.sdk.client.synthetic	Synthetic data related functions for generating synthetic data.
snorkelai.sdk.client.transfer	SDK functions for transferring assets between applications or nodes on a single Snorkel Flow instance.
snorkelai.sdk.client.utils	Utility functions.
snorkelai.sdk.client.users	User related functions.