Kubeflow Fairing
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kubeflow.fairing package
Kubeflow Fairing
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W
A
add_acr_config() (in module kubeflow.fairing.cloud.azure)
add_aws_credentials() (in module kubeflow.fairing.cloud.aws)
add_aws_credentials_if_exists() (in module kubeflow.fairing.cloud.aws)
add_azure_files() (in module kubeflow.fairing.cloud.azure)
add_docker_credentials() (in module kubeflow.fairing.cloud.docker)
add_docker_credentials_if_exists() (in module kubeflow.fairing.cloud.docker)
add_ecr_config() (in module kubeflow.fairing.cloud.aws)
add_gcp_credentials() (in module kubeflow.fairing.cloud.gcp)
add_gcp_credentials_if_exists() (in module kubeflow.fairing.cloud.gcp)
AppendBuilder (class in kubeflow.fairing.builders.append.append)
AWSBackend (class in kubeflow.fairing.backends.backends)
AzureBackend (class in kubeflow.fairing.backends.backends)
AzureFileUploader (class in kubeflow.fairing.cloud.azure)
B
BackendInterface (class in kubeflow.fairing.backends.backends)
BaseBuilder (class in kubeflow.fairing.builders.base_builder)
BasePreProcessor (class in kubeflow.fairing.preprocessors.base)
BaseTask (class in kubeflow.fairing.ml_tasks.tasks)
build() (kubeflow.fairing.builders.append.append.AppendBuilder method)
(kubeflow.fairing.builders.base_builder.BaseBuilder method)
(kubeflow.fairing.builders.builder.BuilderInterface method)
(kubeflow.fairing.builders.cluster.cluster.ClusterBuilder method)
(kubeflow.fairing.builders.docker.docker.DockerBuilder method)
BuilderInterface (class in kubeflow.fairing.builders.builder)
C
call() (in module kubeflow.fairing.functions.function_shim)
CLASS (kubeflow.fairing.functions.function_shim.ObjectType attribute)
cleanup() (kubeflow.fairing.builders.cluster.azurestorage_context.StorageContextSource method)
(kubeflow.fairing.builders.cluster.context_source.ContextSourceInterface method)
(kubeflow.fairing.builders.cluster.gcs_context.GCSContextSource method)
(kubeflow.fairing.builders.cluster.s3_context.S3ContextSource method)
ClusterBuilder (class in kubeflow.fairing.builders.cluster.cluster)
compare_version() (in module kubeflow.fairing.functions.function_shim)
Config (class in kubeflow.fairing.config)
configure_http_instance() (in module kubeflow.fairing.http_utils)
context_map() (kubeflow.fairing.preprocessors.base.BasePreProcessor method)
context_tar_gz() (kubeflow.fairing.preprocessors.base.BasePreProcessor method)
ContextSourceInterface (class in kubeflow.fairing.builders.cluster.context_source)
ConvertNotebookPreprocessor (class in kubeflow.fairing.preprocessors.converted_notebook)
ConvertNotebookPreprocessorWithFire (class in kubeflow.fairing.preprocessors.converted_notebook)
copy_cmd() (kubeflow.fairing.cloud.storage.GCSStorage method)
(kubeflow.fairing.cloud.storage.Storage method)
crc() (in module kubeflow.fairing.utils)
create() (kubeflow.fairing.ml_tasks.tasks.PredictionEndpoint method)
create_bucket_if_not_exists() (kubeflow.fairing.cloud.aws.S3Uploader method)
create_deployment() (kubeflow.fairing.kubernetes.manager.KubeManager method)
create_docker_secret() (in module kubeflow.fairing.cloud.docker)
create_ecr_registry() (in module kubeflow.fairing.cloud.aws)
create_isvc() (kubeflow.fairing.kubernetes.manager.KubeManager method)
create_job() (kubeflow.fairing.kubernetes.manager.KubeManager method)
create_request_dict() (kubeflow.fairing.deployers.gcp.gcp.GCPJob method)
create_resource() (kubeflow.fairing.deployers.job.job.Job method)
(kubeflow.fairing.deployers.tfjob.tfjob.TfJob method)
create_secret() (kubeflow.fairing.kubernetes.manager.KubeManager method)
create_share_if_not_exists() (kubeflow.fairing.cloud.azure.AzureFileUploader method)
create_storage_account_if_not_exists() (kubeflow.fairing.cloud.azure.AzureFileUploader method)
create_storage_creds_secret() (in module kubeflow.fairing.cloud.azure)
create_tf_job() (kubeflow.fairing.kubernetes.manager.KubeManager method)
D
delete() (kubeflow.fairing.deployers.serving.serving.Serving method)
(kubeflow.fairing.ml_tasks.tasks.PredictionEndpoint method)
delete_deployment() (kubeflow.fairing.kubernetes.manager.KubeManager method)
delete_isvc() (kubeflow.fairing.kubernetes.manager.KubeManager method)
delete_job() (kubeflow.fairing.kubernetes.manager.KubeManager method)
delete_storage_creds_secret() (in module kubeflow.fairing.cloud.azure)
delete_tf_job() (kubeflow.fairing.kubernetes.manager.KubeManager method)
delete_uncompressed_files() (kubeflow.fairing.cloud.azure.AzureFileUploader method)
deploy() (kubeflow.fairing.config.Config method)
(kubeflow.fairing.deployers.deployer.DeployerInterface method)
(kubeflow.fairing.deployers.gcp.gcp.GCPJob method)
(kubeflow.fairing.deployers.gcp.gcpserving.GCPServingDeployer method)
(kubeflow.fairing.deployers.job.job.Job method)
(kubeflow.fairing.deployers.kfserving.kfserving.KFServing method)
(kubeflow.fairing.deployers.serving.serving.Serving method)
DeployerInterface (class in kubeflow.fairing.deployers.deployer)
do_cleanup() (kubeflow.fairing.deployers.job.job.Job method)
DockerBuilder (class in kubeflow.fairing.builders.docker.docker)
E
execute() (in module kubeflow.fairing.frameworks.lightgbm)
exists() (kubeflow.fairing.cloud.storage.GCSStorage method)
(kubeflow.fairing.cloud.storage.Storage method)
F
fairing_runtime_files() (kubeflow.fairing.preprocessors.base.BasePreProcessor method)
filter_include_cell() (kubeflow.fairing.preprocessors.converted_notebook.FilterIncludeCell method)
filter_magic_commands() (kubeflow.fairing.preprocessors.converted_notebook.FilterMagicCommands method)
FilterIncludeCell (class in kubeflow.fairing.preprocessors.converted_notebook)
FilterMagicCommands (class in kubeflow.fairing.preprocessors.converted_notebook)
fn() (kubeflow.fairing.config.Config method)
(kubeflow.fairing.runtime_config.RuntimeConfig method)
full_image_name() (kubeflow.fairing.builders.base_builder.BaseBuilder method)
FullNotebookPreProcessor (class in kubeflow.fairing.preprocessors.full_notebook)
FUNCTION (kubeflow.fairing.functions.function_shim.ObjectType attribute)
FunctionPreProcessor (class in kubeflow.fairing.preprocessors.function)
G
GCPJob (class in kubeflow.fairing.deployers.gcp.gcp)
GCPManagedBackend (class in kubeflow.fairing.backends.backends)
GCPServingDeployer (class in kubeflow.fairing.deployers.gcp.gcpserving)
GCSContextSource (class in kubeflow.fairing.builders.cluster.gcs_context)
GCSStorage (class in kubeflow.fairing.cloud.storage)
GCSUploader (class in kubeflow.fairing.cloud.gcp)
generate_context_files() (in module kubeflow.fairing.frameworks.lightgbm)
generate_deployment_spec() (kubeflow.fairing.deployers.job.job.Job method)
(kubeflow.fairing.deployers.serving.serving.Serving method)
(kubeflow.fairing.deployers.tfjob.tfjob.TfJob method)
generate_isvc() (kubeflow.fairing.deployers.kfserving.kfserving.KFServing method)
generate_pod_spec() (kubeflow.fairing.builders.base_builder.BaseBuilder method)
(kubeflow.fairing.builders.builder.BuilderInterface method)
(kubeflow.fairing.builders.cluster.azurestorage_context.StorageContextSource method)
(kubeflow.fairing.builders.cluster.context_source.ContextSourceInterface method)
(kubeflow.fairing.builders.cluster.gcs_context.GCSContextSource method)
(kubeflow.fairing.builders.cluster.s3_context.S3ContextSource method)
generate_pod_template_spec() (kubeflow.fairing.deployers.job.job.Job method)
generate_predictor_spec() (kubeflow.fairing.deployers.kfserving.kfserving.KFServing method)
generate_service_spec() (kubeflow.fairing.deployers.serving.serving.Serving method)
get_azure_credentials() (in module kubeflow.fairing.cloud.azure)
get_base_contanier() (kubeflow.fairing.backends.backends.BackendInterface method)
get_builder() (kubeflow.fairing.backends.backends.AWSBackend method)
(kubeflow.fairing.backends.backends.AzureBackend method)
(kubeflow.fairing.backends.backends.BackendInterface method)
(kubeflow.fairing.backends.backends.GCPManagedBackend method)
(kubeflow.fairing.backends.backends.GKEBackend method)
(kubeflow.fairing.backends.backends.KubernetesBackend method)
(kubeflow.fairing.config.Config method)
(kubeflow.fairing.runtime_config.RuntimeConfig method)
get_command() (kubeflow.fairing.preprocessors.base.BasePreProcessor method)
(kubeflow.fairing.preprocessors.function.FunctionPreProcessor method)
get_config_value() (in module kubeflow.fairing.frameworks.utils)
get_current_k8s_namespace() (in module kubeflow.fairing.utils)
get_default_docker_registry() (in module kubeflow.fairing.cloud.gcp)
get_default_target_namespace() (in module kubeflow.fairing.utils)
get_deployer() (kubeflow.fairing.config.Config method)
(kubeflow.fairing.runtime_config.RuntimeConfig method)
get_docker_registry() (kubeflow.fairing.backends.backends.BackendInterface method)
(kubeflow.fairing.backends.backends.GCPManagedBackend method)
(kubeflow.fairing.backends.backends.GKEBackend method)
get_docker_secret() (in module kubeflow.fairing.cloud.docker)
get_execution_obj_type() (in module kubeflow.fairing.functions.function_shim)
get_image() (in module kubeflow.fairing.utils)
get_logs() (kubeflow.fairing.deployers.deployer.DeployerInterface method)
(kubeflow.fairing.deployers.gcp.gcp.GCPJob method)
(kubeflow.fairing.deployers.gcp.gcpserving.GCPServingDeployer method)
(kubeflow.fairing.deployers.job.job.Job method)
(kubeflow.fairing.deployers.kfserving.kfserving.KFServing method)
(kubeflow.fairing.deployers.tfjob.tfjob.TfJob method)
get_notebook_name() (in module kubeflow.fairing.notebook.notebook_util)
get_or_create_bucket() (kubeflow.fairing.cloud.gcp.GCSUploader method)
get_plain_secret_value() (in module kubeflow.fairing.cloud.azure)
get_preprocessor() (kubeflow.fairing.config.Config method)
(kubeflow.fairing.runtime_config.RuntimeConfig method)
get_resource_mutator() (in module kubeflow.fairing.kubernetes.utils)
get_service_external_endpoint() (kubeflow.fairing.kubernetes.manager.KubeManager method)
get_serving_deployer() (kubeflow.fairing.backends.backends.AWSBackend method)
(kubeflow.fairing.backends.backends.BackendInterface method)
(kubeflow.fairing.backends.backends.GCPManagedBackend method)
(kubeflow.fairing.backends.backends.GKEBackend method)
(kubeflow.fairing.backends.backends.KubernetesBackend method)
get_storage_class() (in module kubeflow.fairing.cloud.storage)
get_storage_credentials() (kubeflow.fairing.cloud.azure.AzureFileUploader method)
get_training_deployer() (kubeflow.fairing.backends.backends.AWSBackend method)
(kubeflow.fairing.backends.backends.BackendInterface method)
(kubeflow.fairing.backends.backends.GCPManagedBackend method)
(kubeflow.fairing.backends.backends.GKEBackend method)
(kubeflow.fairing.backends.backends.KubernetesBackend method)
GKEBackend (class in kubeflow.fairing.backends.backends)
guess_account_id() (in module kubeflow.fairing.cloud.aws)
guess_preprocessor() (in module kubeflow.fairing.ml_tasks.utils)
guess_project_name() (in module kubeflow.fairing.cloud.gcp)
I
init_lightgbm_env() (in module kubeflow.fairing.frameworks.utils)
is_acr_registry() (in module kubeflow.fairing.cloud.azure)
is_docker_daemon_exists() (in module kubeflow.fairing.ml_tasks.utils)
is_ecr_registry() (in module kubeflow.fairing.cloud.aws)
is_in_notebook() (in module kubeflow.fairing.notebook.notebook_util)
is_requirements_txt_file_present() (kubeflow.fairing.preprocessors.base.BasePreProcessor method)
is_running_in_k8s() (in module kubeflow.fairing.utils)
J
Job (class in kubeflow.fairing.deployers.job.job)
K
KFServing (class in kubeflow.fairing.deployers.kfserving.kfserving)
kubeflow (module)
kubeflow.fairing (module)
kubeflow.fairing.backends (module)
kubeflow.fairing.backends.backends (module)
kubeflow.fairing.builders (module)
kubeflow.fairing.builders.append (module)
kubeflow.fairing.builders.append.append (module)
kubeflow.fairing.builders.base_builder (module)
kubeflow.fairing.builders.builder (module)
kubeflow.fairing.builders.cluster (module)
kubeflow.fairing.builders.cluster.azurestorage_context (module)
kubeflow.fairing.builders.cluster.cluster (module)
kubeflow.fairing.builders.cluster.context_source (module)
kubeflow.fairing.builders.cluster.gcs_context (module)
kubeflow.fairing.builders.cluster.s3_context (module)
kubeflow.fairing.builders.docker (module)
kubeflow.fairing.builders.docker.docker (module)
kubeflow.fairing.builders.dockerfile (module)
kubeflow.fairing.cloud (module)
kubeflow.fairing.cloud.aws (module)
kubeflow.fairing.cloud.azure (module)
kubeflow.fairing.cloud.docker (module)
kubeflow.fairing.cloud.gcp (module)
kubeflow.fairing.cloud.storage (module)
kubeflow.fairing.config (module)
kubeflow.fairing.constants (module)
kubeflow.fairing.constants.constants (module)
kubeflow.fairing.deployers (module)
kubeflow.fairing.deployers.deployer (module)
kubeflow.fairing.deployers.gcp (module)
kubeflow.fairing.deployers.gcp.gcp (module)
kubeflow.fairing.deployers.gcp.gcpserving (module)
kubeflow.fairing.deployers.job (module)
kubeflow.fairing.deployers.job.job (module)
kubeflow.fairing.deployers.kfserving (module)
kubeflow.fairing.deployers.kfserving.kfserving (module)
kubeflow.fairing.deployers.serving (module)
kubeflow.fairing.deployers.serving.serving (module)
kubeflow.fairing.deployers.tfjob (module)
kubeflow.fairing.deployers.tfjob.tfjob (module)
kubeflow.fairing.frameworks (module)
kubeflow.fairing.frameworks.lightgbm (module)
kubeflow.fairing.frameworks.lightgbm_dist_training_init (module)
kubeflow.fairing.frameworks.utils (module)
kubeflow.fairing.functions (module)
kubeflow.fairing.functions.function_shim (module)
kubeflow.fairing.http_utils (module)
kubeflow.fairing.kubernetes (module)
kubeflow.fairing.kubernetes.manager (module)
kubeflow.fairing.kubernetes.utils (module)
kubeflow.fairing.ml_tasks (module)
kubeflow.fairing.ml_tasks.tasks (module)
kubeflow.fairing.ml_tasks.utils (module)
kubeflow.fairing.notebook (module)
kubeflow.fairing.notebook.notebook_util (module)
kubeflow.fairing.preprocessors (module)
kubeflow.fairing.preprocessors.base (module)
kubeflow.fairing.preprocessors.converted_notebook (module)
kubeflow.fairing.preprocessors.full_notebook (module)
kubeflow.fairing.preprocessors.function (module)
kubeflow.fairing.runtime_config (module)
kubeflow.fairing.utils (module)
KubeflowAWSBackend (class in kubeflow.fairing.backends.backends)
KubeflowAzureBackend (class in kubeflow.fairing.backends.backends)
KubeflowBackend (class in kubeflow.fairing.backends.backends)
KubeflowGKEBackend (class in kubeflow.fairing.backends.backends)
KubeManager (class in kubeflow.fairing.kubernetes.manager)
KubernetesBackend (class in kubeflow.fairing.backends.backends)
L
load_properties_config_file() (in module kubeflow.fairing.frameworks.utils)
log() (kubeflow.fairing.kubernetes.manager.KubeManager method)
lookup_storage_class() (in module kubeflow.fairing.cloud.storage)
M
mounting_pvc() (in module kubeflow.fairing.kubernetes.utils)
N
NOT_SUPPORTED (kubeflow.fairing.functions.function_shim.ObjectType attribute)
nslookup() (in module kubeflow.fairing.frameworks.utils)
O
ObjectType (class in kubeflow.fairing.functions.function_shim)
P
parse_cluster_spec_env() (in module kubeflow.fairing.frameworks.utils)
predict_nparray() (kubeflow.fairing.ml_tasks.tasks.PredictionEndpoint method)
PredictionEndpoint (class in kubeflow.fairing.ml_tasks.tasks)
prepare() (kubeflow.fairing.builders.cluster.azurestorage_context.StorageContextSource method)
(kubeflow.fairing.builders.cluster.context_source.ContextSourceInterface method)
(kubeflow.fairing.builders.cluster.gcs_context.GCSContextSource method)
(kubeflow.fairing.builders.cluster.s3_context.S3ContextSource method)
preprocess() (kubeflow.fairing.preprocessors.base.BasePreProcessor method)
(kubeflow.fairing.preprocessors.converted_notebook.ConvertNotebookPreprocessor method)
(kubeflow.fairing.preprocessors.converted_notebook.ConvertNotebookPreprocessorWithFire method)
preprocess_cell() (kubeflow.fairing.preprocessors.converted_notebook.FilterIncludeCell method)
(kubeflow.fairing.preprocessors.converted_notebook.FilterMagicCommands method)
publish() (kubeflow.fairing.builders.docker.docker.DockerBuilder method)
R
random_tag() (in module kubeflow.fairing.utils)
reset() (kubeflow.fairing.config.Config method)
(kubeflow.fairing.runtime_config.RuntimeConfig method)
reset_tar_mtime() (in module kubeflow.fairing.preprocessors.base)
run() (kubeflow.fairing.config.Config method)
(kubeflow.fairing.runtime_config.RuntimeConfig method)
RuntimeConfig (class in kubeflow.fairing.runtime_config)
S
S3ContextSource (class in kubeflow.fairing.builders.cluster.s3_context)
S3Uploader (class in kubeflow.fairing.cloud.aws)
save_properties_config_file() (in module kubeflow.fairing.frameworks.utils)
scrub_fields() (in module kubeflow.fairing.frameworks.utils)
secret_exists() (kubeflow.fairing.kubernetes.manager.KubeManager method)
Serving (class in kubeflow.fairing.deployers.serving.serving)
set_anotations() (kubeflow.fairing.deployers.job.job.Job method)
set_builder() (kubeflow.fairing.config.Config method)
(kubeflow.fairing.runtime_config.RuntimeConfig method)
set_container_name() (kubeflow.fairing.deployers.tfjob.tfjob.TfJob method)
set_default_executable() (kubeflow.fairing.preprocessors.base.BasePreProcessor method)
(kubeflow.fairing.preprocessors.full_notebook.FullNotebookPreProcessor method)
set_deployer() (kubeflow.fairing.config.Config method)
(kubeflow.fairing.runtime_config.RuntimeConfig method)
set_labels() (kubeflow.fairing.deployers.job.job.Job method)
(kubeflow.fairing.deployers.kfserving.kfserving.KFServing method)
set_preprocessor() (kubeflow.fairing.config.Config method)
(kubeflow.fairing.runtime_config.RuntimeConfig method)
Storage (class in kubeflow.fairing.cloud.storage)
StorageContextSource (class in kubeflow.fairing.builders.cluster.azurestorage_context)
submit() (kubeflow.fairing.ml_tasks.tasks.TrainJob method)
T
TfJob (class in kubeflow.fairing.deployers.tfjob.tfjob)
timed_push() (kubeflow.fairing.builders.append.append.AppendBuilder method)
TrainJob (class in kubeflow.fairing.ml_tasks.tasks)
U
uncompress_tar_gz_file() (kubeflow.fairing.cloud.azure.AzureFileUploader method)
update_config_file() (in module kubeflow.fairing.frameworks.utils)
upload_context() (kubeflow.fairing.builders.cluster.azurestorage_context.StorageContextSource method)
(kubeflow.fairing.builders.cluster.gcs_context.GCSContextSource method)
(kubeflow.fairing.builders.cluster.s3_context.S3ContextSource method)
upload_tar_gz_contents() (kubeflow.fairing.cloud.azure.AzureFileUploader method)
upload_to_bucket() (kubeflow.fairing.cloud.aws.S3Uploader method)
(kubeflow.fairing.cloud.gcp.GCSUploader method)
upload_to_share() (kubeflow.fairing.cloud.azure.AzureFileUploader method)
W
write_dockerfile() (in module kubeflow.fairing.builders.dockerfile)
write_ip_list_file() (in module kubeflow.fairing.frameworks.utils)
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