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.datasources	Datasource related functions
snorkelflow.client.exports	Export related functions
snorkelflow.client.file_storage_configs	File storage config related functions
snorkelflow.client.fm_suite	Warm Start 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.monitoring	Monitoring related functions
snorkelflow.client.nodes	Node related functions
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.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