gigl.src.common.constants.gcs

Functions

get_applied_task_perm_gcs_path	Returns the GCS path for the perm assets bucket for a given gigl job.
get_applied_task_temp_gcs_path	Returns the GCS path for the temp_assets bucket for a given gigl job.
get_applied_task_temp_regional_gcs_path	Returns the GCS path for the temp regional assets for a given gigl job.
get_config_populator_assets_perm_gcs_path	Returns the GCS path for the config populator perm assets for a given gigl job (Used to write Frozen GBML Config).
get_data_preprocessor_assets_perm_gcs_path	Returns the GCS path for the data preprocessor perm assets for a given gigl job.
get_data_preprocessor_assets_temp_gcs_path	Returns the GCS path for temporary data preprocessor assets for a given gigl job.
get_data_preprocessor_staging_gcs_path	Returns the GCS path for the staging directory of the data preprocessor assets for a given gigl job.
get_dataflow_staging_gcs_path	Returns the GCS path for the staging directory used for Dataflow Jobs.
get_dataflow_temp_gcs_path	Returns the GCS path for the "tmp" directory used for Dataflow Jobs.
get_frozen_gbml_config_proto_gcs_path	Returns the GCS path for the frozen GBML config proto file.
get_inferencer_asset_dir_gcs_path	Returns the GCS path for perm assets written by the Inferencer (e.g. embeddings, predictions, etc.).
get_inferencer_embeddings_gcs_prefix	Returns the GCS directory for embeddings output by the Inferencer.
get_inferencer_predictions_gcs_prefix	Returns the GCS directory for predictions output by the Inferencer.
get_post_processor_asset_dir_gcs_path	Returns the GCS path for perm assets written by the Post Processor (e.g. eval metrics, etc.) Args: applied_task_identifier (AppliedTaskIdentifier): The job name. Returns: GcsUri: The GCS path for perm assets written by the Post Processor.
get_post_processor_metrics_gcs_path	Returns the GCS path for the eval metrics output by the Post Processor (post_processor_metrics.json) Args: applied_task_identifier (AppliedTaskIdentifier): The job name. Returns: GcsUri: The GCS path for the eval metrics output by the Post Processor.
get_preprocessed_metadata_proto_gcs_path	Returns the GCS path for the generated PreprocessedMetadata yaml file.
get_split_dataset_main_samples_gcs_file_prefix	Returns the GCS file prefix for the main samples output by Split Generator.
get_split_dataset_output_gcs_file_prefix	Returns the GCS file prefix for the samples output by Split Generator.
get_split_dataset_random_negatives_gcs_file_prefix	Returns the GCS file prefix for the random negative samples output by Split Generator.
get_split_generator_assets_temp_gcs_path	Returns the temporary GCS path for Split Generator assets.
get_subgraph_sampler_flattened_graph_metadata_output_gcs_path	Returns the GCS path for the flattened graph metadata yaml output by Subgraph Sampler.
get_subgraph_sampler_node_anchor_based_link_prediction_random_negatives_samples_prefix	Returns the GCS file prefix for random negative samples output by Subgraph Sampler for node anchor based link prediction.
get_subgraph_sampler_node_anchor_based_link_prediction_samples_prefix	Returns the GCS file prefix for samples output by Subgraph Sampler for node anchor based link prediction.
get_subgraph_sampler_node_anchor_based_link_prediction_task_dir	Returns the GCS path which Subgraph Sampler uses to store temp assets for node anchor based link prediction.
get_subgraph_sampler_node_neighborhood_samples_dir	Returns the GCS path which Subgraph Sampler uses to store node neighborhood samples.
get_subgraph_sampler_node_neighborhood_samples_path_prefix	Returns the GCS file prefix for node neighborhood samples output by Subgraph Sampler.
get_subgraph_sampler_root_dir	Returns the GCS path which Subgraph Sampler uses to store temp assets.
get_subgraph_sampler_supervised_link_based_task_dir	Returns the GCS path which Subgraph Sampler uses to store temp assets for supervised link based tasks.
get_subgraph_sampler_supervised_link_based_task_labeled_samples_prefix	Returns the GCS file prefix for labeled samples output by Subgraph Sampler for supervised link based tasks.
get_subgraph_sampler_supervised_link_based_task_unlabeled_samples_prefix	Returns the GCS file prefix for unlabeled samples output by Subgraph Sampler for supervised link based tasks.
get_subgraph_sampler_supervised_node_classification_labeled_samples_prefix	Returns the GCS file prefix for labeled samples output by Subgraph Sampler for supervised node classification.
get_subgraph_sampler_supervised_node_classification_task_dir	Returns the GCS path which Subgraph Sampler uses to store temp assets for supervised node classification.
get_subgraph_sampler_supervised_node_classification_unlabeled_samples_prefix	Returns the GCS file prefix for unlabeled samples output by Subgraph Sampler for supervised node classification.
get_tensorboard_logs_gcs_path	Returns the GCS path that is used to store tensorboard logs.
get_tf_transform_directory_path	Returns the GCS path used by Data Preprocessor for TensorFlow Transform (TFT) assets.
get_tf_transform_raw_data_schema_file_path	Returns the GCS path for the raw data schema file used in TensorFlow Transform.
get_tf_transform_stats_directory_path	Returns the GCS path for the "stats" directory used by Data Preprocessor for TensorFlow Transform (TFT) assets.
get_tf_transform_stats_file_path	Returns the GCS path for the TensorFlow transform stats file.
get_tf_transform_temp_directory_path	Returns the GCS path for the "tft_temp_dir" used by Data Preprocessor for TensorFlow Transform (TFT) temp assets.
get_tf_transform_visualized_facets_file_path	Returns the GCS path for the visualized facets overview HTML file.
get_tf_transformed_features_schema_path	Returns the GCS path for the schema.pbtxt file of the transformed features (Data Preprocessor)
get_tf_transformed_features_transform_fn_assets_directory_path	Returns the directory path for the assets of the transformed features' transform_fn (Data Preprocessor).
get_trained_model_eval_metrics_gcs_path	Returns the GCS path for the eval metrics output by the Trainer (eval_metrics.json)
get_trained_model_gcs_path	Returns the GCS path for the trained model output by the Trainer (model.pt)
get_trained_model_metadata_proto_gcs_path	Returns the trained model metadata yaml file outputted by the Trainer.
get_trained_models_dir_gcs_path	Returns the GCS path for the trained models directory.
get_trained_scripted_model_gcs_path	Returns the GCS path for the scripted model output by the Trainer (scripted_model.pt)
get_trainer_asset_dir_gcs_path	Returns the GCS path for perm assets written by the Trainer (e.g. trained models, eval metrics, etc.).
get_transformed_features_directory_path	Returns the GCS path for the directory where transformed features are written by Data Preprocessor.
get_transformed_features_file_prefix	Returns the GCS file prefix for transformed features.