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 sai
ctx = sai.SnorkelSDKContext.from_endpoint_url()

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

Examples

import snorkelai.sdk.client as sai
# get_annotation_sources is available under snorkelai.sdk.client.annotation_sources
sai.annotation_sources.get_annotation_sources()
# also available under snorkelai.sdk.client (recommended)
sai.get_annotation_sources()  # 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.annotation_sources	Annotation source 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.fm_suite	Foundation model suite 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.utils	Utility functions.
snorkelai.sdk.client.users	User related functions.