Index

A

abort() (dataworkspaces.lineage.Lineage method) add_lineage_to_keras_model_class() (in module dataworkspaces.kits.tensorflow) add_output_path() (dataworkspaces.lineage.Lineage method) add_output_ref() (dataworkspaces.lineage.Lineage method) add_param() (dataworkspaces.lineage.Lineage method)

add_resource() (dataworkspaces.workspace.Workspace method) add_results_file() (dataworkspaces.workspace.FileResourceMixin method) as_lineage_ws() (dataworkspaces.workspace.Workspace method) as_results_step() (dataworkspaces.lineage.LineageBuilder method) as_script_step() (dataworkspaces.lineage.LineageBuilder method) as_snapshot_ws() (dataworkspaces.workspace.Workspace method)

B

batch (dataworkspaces.workspace.Workspace attribute)

BinaryClassificationMetrics (class in dataworkspaces.kits.scikit_learn)

C

CentralWorkspaceMixin (class in dataworkspaces.workspace) CheckpointConfig (class in dataworkspaces.kits.tensorflow) clone() (dataworkspaces.workspace.ResourceFactory method) clone_resource() (dataworkspaces.workspace.Workspace method)

clone_workspace() (dataworkspaces.workspace.WorkspaceFactory static method) CODE (dataworkspaces.workspace.ResourceRoles attribute) complete() (dataworkspaces.lineage.Lineage method) copy_imported_lineage() (dataworkspaces.workspace.SnapshotResourceMixin method)

D

dataworkspaces.api module dataworkspaces.kits.jupyter module dataworkspaces.kits.scikit_learn module dataworkspaces.kits.tensorflow module dataworkspaces.lineage module

dataworkspaces.workspace module delete_file() (dataworkspaces.workspace.FileResourceMixin method) delete_snapshot() (dataworkspaces.workspace.SnapshotResourceMixin method) (dataworkspaces.workspace.SnapshotWorkspaceMixin method) does_subpath_exist() (dataworkspaces.workspace.FileResourceMixin method) dws_version (dataworkspaces.workspace.Workspace attribute) DwsModelCheckpoint (class in dataworkspaces.kits.tensorflow)

E

eval() (dataworkspaces.lineage.LineageBuilder method)

F

FileResourceMixin (class in dataworkspaces.workspace) find_and_load_workspace() (in module dataworkspaces.workspace) fit() (dataworkspaces.kits.scikit_learn.LineagePredictor method)

from_command_line() (dataworkspaces.workspace.ResourceFactory method) from_json() (dataworkspaces.workspace.ResourceFactory method) (dataworkspaces.workspace.SnapshotMetadata static method)

G

get_api_version() (in module dataworkspaces.api) get_filesystem_for_resource() (in module dataworkspaces.api) get_global_param() (dataworkspaces.workspace.Workspace method) get_instance() (dataworkspaces.workspace.Workspace method) get_lineage_store() (dataworkspaces.workspace.SnapshotWorkspaceMixin method) get_local_param() (dataworkspaces.workspace.Workspace method) get_local_params() (dataworkspaces.workspace.LocalStateResourceMixin method) get_local_path_for_resource() (in module dataworkspaces.api) get_local_path_if_any() (dataworkspaces.workspace.LocalStateResourceMixin method) get_most_recent_snapshot() (dataworkspaces.workspace.SnapshotWorkspaceMixin method) get_names_for_resources_that_need_to_be_cloned() (dataworkspaces.workspace.Workspace method) get_names_of_resources_with_local_state() (dataworkspaces.workspace.Workspace method) get_next_snapshot_number() (dataworkspaces.workspace.SnapshotWorkspaceMixin method) get_params() (dataworkspaces.workspace.Resource method) get_resource() (dataworkspaces.workspace.Workspace method) get_resource_info() (in module dataworkspaces.api)

get_resource_names() (dataworkspaces.workspace.Workspace method) get_resource_role() (dataworkspaces.workspace.Workspace method) get_resource_type() (dataworkspaces.workspace.Workspace method) get_resources() (dataworkspaces.workspace.Workspace method) get_resources_that_need_to_be_cloned() (dataworkspaces.workspace.CentralWorkspaceMixin method) get_results() (in module dataworkspaces.api) get_scratch_directory() (dataworkspaces.workspace.Workspace method) get_snapshot_by_partial_hash() (dataworkspaces.workspace.SnapshotWorkspaceMixin method) get_snapshot_by_tag() (dataworkspaces.workspace.SnapshotWorkspaceMixin method) get_snapshot_by_tag_or_hash() (dataworkspaces.workspace.SnapshotWorkspaceMixin method) get_snapshot_history() (in module dataworkspaces.api) get_snapshot_manifest() (dataworkspaces.workspace.SnapshotWorkspaceMixin method) get_snapshot_metadata() (dataworkspaces.workspace.SnapshotWorkspaceMixin method) get_step_name_for_notebook() (in module dataworkspaces.kits.jupyter) get_version() (in module dataworkspaces.api) get_workspace_local_path_if_any() (dataworkspaces.workspace.Workspace method)

H

has_local_state() (dataworkspaces.workspace.ResourceFactory method) has_results_role() (dataworkspaces.workspace.Resource method)

has_tag() (dataworkspaces.workspace.SnapshotMetadata method) hashval (dataworkspaces.api.SnapshotInfo property)

I

init_workspace() (in module dataworkspaces.workspace) INTERMEDIATE_DATA (dataworkspaces.workspace.ResourceRoles attribute)

is_exported() (dataworkspaces.workspace.Resource method) is_imported() (dataworkspaces.workspace.Resource method) is_notebook() (in module dataworkspaces.kits.jupyter)

L

Lineage (class in dataworkspaces.lineage) LineageBuilder (class in dataworkspaces.lineage) LineagePredictor (class in dataworkspaces.kits.scikit_learn) list_snapshots() (dataworkspaces.workspace.SnapshotWorkspaceMixin method) load_dataset_from_resource() (in module dataworkspaces.kits.scikit_learn)

load_workspace() (dataworkspaces.workspace.WorkspaceFactory static method) (in module dataworkspaces.workspace) local_path (dataworkspaces.api.ResourceInfo property) LocalStateResourceMixin (class in dataworkspaces.workspace) ls() (dataworkspaces.workspace.FileResourceMixin method)

M

make_lineage_graph() (in module dataworkspaces.api) make_lineage_table() (in module dataworkspaces.api) map_local_path_to_resource() (dataworkspaces.workspace.Workspace method) matches_partial_hash() (dataworkspaces.workspace.SnapshotMetadata method) message (dataworkspaces.api.SnapshotInfo property) Metrics (class in dataworkspaces.kits.scikit_learn) metrics (dataworkspaces.api.SnapshotInfo property) mode (dataworkspaces.kits.tensorflow.CheckpointConfig property) model_name (dataworkspaces.kits.tensorflow.CheckpointConfig property)

module dataworkspaces.api dataworkspaces.kits.jupyter dataworkspaces.kits.scikit_learn dataworkspaces.kits.tensorflow dataworkspaces.lineage dataworkspaces.workspace monitor (dataworkspaces.kits.tensorflow.CheckpointConfig property) MulticlassClassificationMetrics (class in dataworkspaces.kits.scikit_learn)

N

name (dataworkspaces.api.ResourceInfo property) (dataworkspaces.workspace.Resource attribute) (dataworkspaces.workspace.Workspace attribute)

NotebookLineageBuilder (class in dataworkspaces.kits.jupyter)

O

open() (dataworkspaces.workspace.FileResourceMixin method)

P

predict() (dataworkspaces.kits.scikit_learn.LineagePredictor method) print_metrics() (dataworkspaces.kits.scikit_learn.BinaryClassificationMetrics method) (dataworkspaces.kits.scikit_learn.Metrics method) (dataworkspaces.kits.scikit_learn.MulticlassClassificationMetrics method) publish() (dataworkspaces.workspace.SyncedWorkspaceMixin method) pull() (dataworkspaces.workspace.LocalStateResourceMixin method) pull_precheck() (dataworkspaces.workspace.LocalStateResourceMixin method)

pull_resources() (dataworkspaces.workspace.CentralWorkspaceMixin method) (dataworkspaces.workspace.SyncedWorkspaceMixin method) pull_workspace() (dataworkspaces.workspace.SyncedWorkspaceMixin method) push() (dataworkspaces.workspace.LocalStateResourceMixin method) (dataworkspaces.workspace.SyncedWorkspaceMixin method) push_precheck() (dataworkspaces.workspace.LocalStateResourceMixin method) push_resources() (dataworkspaces.workspace.CentralWorkspaceMixin method)

R

read_results_file() (dataworkspaces.workspace.FileResourceMixin method) remove_tag_from_snapshot() (dataworkspaces.workspace.SnapshotWorkspaceMixin method) Resource (class in dataworkspaces.workspace) RESOURCE_ROLE_CHOICES (in module dataworkspaces.workspace) resource_type (dataworkspaces.api.ResourceInfo property) (dataworkspaces.workspace.Resource attribute) ResourceFactory (class in dataworkspaces.workspace) ResourceFileSystem (class in dataworkspaces.api) ResourceInfo (class in dataworkspaces.api) ResourceRef (class in dataworkspaces.lineage)

ResourceRoles (class in dataworkspaces.workspace) restore() (dataworkspaces.workspace.SnapshotResourceMixin method) (dataworkspaces.workspace.SnapshotWorkspaceMixin method) (in module dataworkspaces.api) restore_precheck() (dataworkspaces.workspace.SnapshotResourceMixin method) RESULTS (dataworkspaces.workspace.ResourceRoles attribute) results_copy_current_files() (dataworkspaces.workspace.FileResourceMixin method) results_move_current_files() (dataworkspaces.workspace.FileResourceMixin method) ResultsLineage (class in dataworkspaces.lineage) role (dataworkspaces.api.ResourceInfo property) (dataworkspaces.workspace.Resource attribute)

S

save() (dataworkspaces.workspace.Workspace method) save_best_only (dataworkspaces.kits.tensorflow.CheckpointConfig property) save_freq (dataworkspaces.kits.tensorflow.CheckpointConfig property) save_snapshot_metadata_and_manifest() (dataworkspaces.workspace.SnapshotWorkspaceMixin method) score() (dataworkspaces.kits.scikit_learn.BinaryClassificationMetrics method) (dataworkspaces.kits.scikit_learn.LineagePredictor method) (dataworkspaces.kits.scikit_learn.Metrics method) (dataworkspaces.kits.scikit_learn.MulticlassClassificationMetrics method) set_global_param() (dataworkspaces.workspace.Workspace method) set_local_param() (dataworkspaces.workspace.Workspace method) snapshot() (dataworkspaces.workspace.SnapshotResourceMixin method) (dataworkspaces.workspace.SnapshotWorkspaceMixin method)

snapshot_number (dataworkspaces.api.SnapshotInfo property) snapshot_precheck() (dataworkspaces.workspace.SnapshotResourceMixin method) SnapshotInfo (class in dataworkspaces.api) SnapshotMetadata (class in dataworkspaces.workspace) SnapshotResourceMixin (class in dataworkspaces.workspace) SnapshotWorkspaceMixin (class in dataworkspaces.workspace) SOURCE_DATA_SET (dataworkspaces.workspace.ResourceRoles attribute) suggest_name() (dataworkspaces.workspace.ResourceFactory method) suggest_resource_name() (dataworkspaces.workspace.Workspace method) supports_lineage() (dataworkspaces.workspace.SnapshotWorkspaceMixin method) SyncedWorkspaceMixin (class in dataworkspaces.workspace)

T

tags (dataworkspaces.api.SnapshotInfo property) take_snapshot() (in module dataworkspaces.api)

timestamp (dataworkspaces.api.SnapshotInfo property) to_json() (dataworkspaces.workspace.SnapshotMetadata method)

U

upload_file() (dataworkspaces.workspace.FileResourceMixin method)

V

validate_local_path_for_resource() (dataworkspaces.workspace.Workspace method) validate_resource_name() (dataworkspaces.workspace.Workspace method)

validate_subpath_exists() (dataworkspaces.workspace.LocalStateResourceMixin method) (dataworkspaces.workspace.Resource method) verbose (dataworkspaces.workspace.Workspace attribute)

W

with_code_path() (dataworkspaces.lineage.LineageBuilder method) with_code_ref() (dataworkspaces.lineage.LineageBuilder method) with_input_path() (dataworkspaces.lineage.LineageBuilder method) with_input_paths() (dataworkspaces.lineage.LineageBuilder method) with_input_ref() (dataworkspaces.lineage.LineageBuilder method) with_no_inputs() (dataworkspaces.lineage.LineageBuilder method) with_parameters() (dataworkspaces.lineage.LineageBuilder method)

with_step_name() (dataworkspaces.lineage.LineageBuilder method) with_workspace_directory() (dataworkspaces.lineage.LineageBuilder method) Workspace (class in dataworkspaces.workspace) workspace (dataworkspaces.workspace.Resource attribute) WorkspaceFactory (class in dataworkspaces.workspace) write_export_lineage_for_snapshot() (dataworkspaces.workspace.SnapshotWorkspaceMixin method) write_result_lineage_for_snapshot() (dataworkspaces.workspace.SnapshotWorkspaceMixin method) write_results() (dataworkspaces.lineage.ResultsLineage method)