kubeflow.fairing.builders.cluster package

Submodules

kubeflow.fairing.builders.cluster.azurestorage_context module

class kubeflow.fairing.builders.cluster.azurestorage_context.StorageContextSource(namespace=None, region=None, resource_group_name=None, storage_account_name=None)

Bases: kubeflow.fairing.builders.cluster.context_source.ContextSourceInterface

Azure storage context source

cleanup()

Cleans up the context after the build is complete

generate_pod_spec(image_name, push)

Generates a pod spec for building the image in the cluster, pointing to the prepared build context

Parameters:pod_spec – pod spec

prepare(context_filename)

Makes the context somehow available for use in the pod spec

upload_context(context_filename)

kubeflow.fairing.builders.cluster.cluster module

class kubeflow.fairing.builders.cluster.cluster.ClusterBuilder(registry=None, image_name='fairing-job', context_source=None, preprocessor=None, push=True, base_image='gcr.io/kubeflow-images-public/fairing:dev', pod_spec_mutators=None, namespace=None, dockerfile_path=None, cleanup=False)

Bases: kubeflow.fairing.builders.base_builder.BaseBuilder

Builds a docker image in a Kubernetes cluster.

build()

Runs the build

kubeflow.fairing.builders.cluster.context_source module

class kubeflow.fairing.builders.cluster.context_source.ContextSourceInterface

Bases: object

Interface that provides the build context to the in cluster builder

cleanup()

Cleans up the context after the build is complete

generate_pod_spec(pod_spec)

Generates a pod spec for building the image in the cluster, pointing to the prepared build context

Parameters:pod_spec – pod spec

prepare()

Makes the context somehow available for use in the pod spec

kubeflow.fairing.builders.cluster.gcs_context module

class kubeflow.fairing.builders.cluster.gcs_context.GCSContextSource(gcp_project=None, credentials_file=None, namespace='default')

Bases: kubeflow.fairing.builders.cluster.context_source.ContextSourceInterface

Google cloud storage context for docker builder

cleanup()

Cleans up the context after the build is complete

generate_pod_spec(image_name, push)

Generates a pod spec for building the image in the cluster, pointing to the prepared build context

Parameters:pod_spec – pod spec

prepare(context_filename)

Makes the context somehow available for use in the pod spec

upload_context(context_filename)

kubeflow.fairing.builders.cluster.s3_context module

class kubeflow.fairing.builders.cluster.s3_context.S3ContextSource(aws_account=None, region=None, bucket_name=None)

Bases: kubeflow.fairing.builders.cluster.context_source.ContextSourceInterface

aws S3 context for docker builder

cleanup()

Cleans up the context after the build is complete

generate_pod_spec(image_name, push)

Generates a pod spec for building the image in the cluster, pointing to the prepared build context

Parameters:pod_spec – pod spec

prepare(context_filename)

Parameters:context_filename – context filename

upload_context(context_filename)

Parameters:context_filename – context filename

Module contents