snorkelflow.client

Interfaces to interact with the Snorkel Flow REST API.

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

import snorkelflow.client as sf
ctx = sf.SnorkelFlowContext.from_kwargs()

All the functions under submodules are also available under snorkelflow.client.

Examples

import snorkelflow.client as sf
# get_node is available under snorkelflow.client.nodes
sf.nodes.get_node(node)
# also available under snorkelflow.client (recommended)
sf.get_node(node)

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

Submodules

Submodules

snorkelflow.client.analyses	Analysis related functions.
snorkelflow.client.annotations	Annotations-related SDK functions.
snorkelflow.client.annotation_sources	Annotation source related functions.
snorkelflow.client.applications	Application related functions.
snorkelflow.client.batches	(Annotation) batch related functions.
snorkelflow.client.blocks	Block related functions.
snorkelflow.client.comments	Comment related functions.
snorkelflow.client.ctx	Context related classes.
snorkelflow.client.custom_pip	Custom pip install related functions.
snorkelflow.client.datasets	Dataset related functions.
snorkelflow.client.dataset_views	Dataset views functions for datasets
snorkelflow.client.datasources	Datasource related functions.
snorkelflow.client.evaluation	Evaluation related functions.
snorkelflow.client.external_models	External model endpoints related functions.
snorkelflow.client.files	File storage related functions to upload and download files and directories.
snorkelflow.client.file_storage_configs	File storage config related functions.
snorkelflow.client.fm_suite	Foundation model suite related functions.
snorkelflow.client.gts	Ground truth related functions.
snorkelflow.client.lf_packages	LF package related functions.
snorkelflow.client.lf_templates	LF template related functions.
snorkelflow.client.lfs	LF related functions.
snorkelflow.client.metrics	Metric related functions.
snorkelflow.client.models	Model related functions.
snorkelflow.client.nodes	In a data pipeline, nodes are configurable computation steps that organize and connect the flow of your data in a Directed Acyclic Graph (DAG).
snorkelflow.client.object_storage	Minio related functions.
snorkelflow.client.operators	Operator related functions.
snorkelflow.client.secrets	Secret store related functions.
snorkelflow.client.studio	Studio related functions.
snorkelflow.client.synthetic	Synthetic data related functions for generating synthetic data.
snorkelflow.client.tags	Tag-related functions.
snorkelflow.client.training_sets	Training set related functions.
snorkelflow.client.transfer	SDK functions for transferring assets between applications or nodes on a single Snorkel Flow instance.
snorkelflow.client.utils	Utility functions.
snorkelflow.client.users	User related functions.
snorkelflow.client.workflows	Workflow related functions.