Index

B

build_evaluator_image() (graflag.docker_ops.DockerManager method)

build_method_image() (graflag.docker_ops.DockerManager method)

C

cleanup_finished_service() (graflag.docker_ops.DockerManager method) client (graflag.docker_ops.DockerManager property) close() (graflag.docker_ops.DockerManager method) ClusterInfo (class in graflag) (class in graflag.models)

COMMAND (graflag.docker_ops.ReservedEnvVars attribute) copy_files() (graflag.core.GraFlag method) (graflag.GraFlag method) (graflag.ssh.SSHManager method) create_evaluation_service() (graflag.docker_ops.DockerManager method) create_service() (graflag.docker_ops.DockerManager method)

D

DATA (graflag.docker_ops.ReservedEnvVars attribute) dataset (graflag.ExperimentInfo attribute) (graflag.ExperimentResults attribute) (graflag.models.ExperimentInfo attribute) (graflag.models.ExperimentResults attribute) DatasetInfo (class in graflag) (class in graflag.models)

delete_experiment() (graflag.api.GraFlagAPI method) description (graflag.MethodInfo attribute) (graflag.models.MethodInfo attribute) DockerManager (class in graflag.docker_ops) download_directory() (graflag.api.GraFlagAPI method) download_file() (graflag.api.GraFlagAPI method)

E

error (graflag.ClusterInfo attribute) (graflag.models.ClusterInfo attribute) evaluate() (graflag.core.GraFlag method) (graflag.GraFlag method) evaluate_experiment() (graflag.api.GraFlagAPI method) evaluation_path (graflag.EvaluationResults attribute) (graflag.ExperimentInfo attribute) (graflag.models.EvaluationResults attribute) (graflag.models.ExperimentInfo attribute) EvaluationResults (class in graflag) (class in graflag.models) execute() (graflag.ssh.SSHManager method)

execution_time_ms (graflag.ExperimentResults attribute) (graflag.models.ExperimentResults attribute) EXP (graflag.docker_ops.ReservedEnvVars attribute) experiment_name (graflag.EvaluationResults attribute) (graflag.ExperimentResults attribute) (graflag.models.EvaluationResults attribute) (graflag.models.ExperimentResults attribute) (graflag.models.RunProgress attribute) (graflag.RunProgress attribute) ExperimentInfo (class in graflag) (class in graflag.models) ExperimentResults (class in graflag) (class in graflag.models)

F

file_count (graflag.DatasetInfo attribute) (graflag.models.DatasetInfo attribute)

follow_logs() (graflag.core.GraFlag method) (graflag.GraFlag method) follow_service_logs() (graflag.docker_ops.DockerManager method)

G

get() (graflag.config.GraflagConfig method) (graflag.GraflagConfig method) get_cluster_info() (graflag.api.GraFlagAPI method) get_cluster_status() (graflag.docker_ops.DockerManager method) get_config_path() (in module graflag.config) get_evaluation_results() (graflag.api.GraFlagAPI method) (graflag.core.GraFlag method) (graflag.GraFlag method) get_experiment_details() (graflag.api.GraFlagAPI method) get_experiment_logs() (graflag.api.GraFlagAPI method) get_experiment_results() (graflag.api.GraFlagAPI method) (graflag.core.GraFlag method) (graflag.GraFlag method) get_logs() (graflag.core.GraFlag method) (graflag.GraFlag method) get_method_details() (graflag.api.GraFlagAPI method) get_names() (graflag.docker_ops.ReservedEnvVars class method) get_nodes() (graflag.docker_ops.DockerManager method) get_service_logs() (graflag.docker_ops.DockerManager method) get_service_names() (graflag.docker_ops.DockerManager method)

get_swarm_token() (graflag.docker_ops.DockerManager method) graflag module GraFlag (class in graflag) (class in graflag.core) graflag.api module graflag.config module graflag.core module graflag.docker_ops module graflag.models module graflag.ssh module GraFlagAPI (class in graflag.api) GraflagConfig (class in graflag) (class in graflag.config) GraFlagError, [1]

H

has_dockerfile (graflag.MethodInfo attribute) (graflag.models.MethodInfo attribute) has_env (graflag.MethodInfo attribute) (graflag.models.MethodInfo attribute) has_evaluation (graflag.ExperimentInfo attribute) (graflag.models.ExperimentInfo attribute)

has_results (graflag.ExperimentInfo attribute) (graflag.models.ExperimentInfo attribute) hosts_file (graflag.config.GraflagConfig property) (graflag.GraflagConfig property)

I

init_config() (in module graflag.config) is_connected (graflag.ClusterInfo attribute) (graflag.models.ClusterInfo attribute)

is_service_failed() (graflag.docker_ops.DockerManager method)

L

list_datasets() (graflag.api.GraFlagAPI method) (graflag.core.GraFlag method) (graflag.GraFlag method) list_dir() (graflag.ssh.SSHManager method) list_experiments() (graflag.api.GraFlagAPI method) (graflag.core.GraFlag method) (graflag.GraFlag method) list_methods() (graflag.api.GraFlagAPI method) (graflag.core.GraFlag method) (graflag.GraFlag method)

list_running_services() (graflag.api.GraFlagAPI method) list_services() (graflag.core.GraFlag method) (graflag.docker_ops.DockerManager method) (graflag.GraFlag method) log_lines (graflag.models.RunProgress attribute) (graflag.RunProgress attribute)

M

manager_ip (graflag.ClusterInfo attribute) (graflag.config.GraflagConfig property) (graflag.GraflagConfig property) (graflag.models.ClusterInfo attribute) message (graflag.models.RunProgress attribute) (graflag.RunProgress attribute) metadata (graflag.ExperimentResults attribute) (graflag.models.ExperimentResults attribute) method (graflag.ExperimentInfo attribute) (graflag.models.ExperimentInfo attribute) METHOD_NAME (graflag.docker_ops.ReservedEnvVars attribute) method_name (graflag.ExperimentResults attribute) (graflag.models.ExperimentResults attribute) MethodInfo (class in graflag) (class in graflag.models)

metrics (graflag.EvaluationResults attribute) (graflag.models.EvaluationResults attribute) mkdir() (graflag.ssh.SSHManager method) module graflag graflag.api graflag.config graflag.core graflag.docker_ops graflag.models graflag.ssh MONITOR_INTERVAL (graflag.docker_ops.ReservedEnvVars attribute) mount_nfs() (graflag.core.GraFlag method) (graflag.GraFlag method)

N

name (graflag.DatasetInfo attribute) (graflag.ExperimentInfo attribute) (graflag.MethodInfo attribute) (graflag.models.DatasetInfo attribute) (graflag.models.ExperimentInfo attribute) (graflag.models.MethodInfo attribute)

nfs_port (graflag.config.GraflagConfig property) (graflag.GraflagConfig property)

P

parameters (graflag.MethodInfo attribute) (graflag.models.MethodInfo attribute) path (graflag.DatasetInfo attribute) (graflag.models.DatasetInfo attribute) path_exists() (graflag.ssh.SSHManager method)

peak_gpu_memory_mb (graflag.ExperimentResults attribute) (graflag.models.ExperimentResults attribute) peak_memory_mb (graflag.ExperimentResults attribute) (graflag.models.ExperimentResults attribute) plots_available (graflag.EvaluationResults attribute) (graflag.models.EvaluationResults attribute)

R

read_file() (graflag.ssh.SSHManager method) register_metric() (graflag.core.GraFlag method) (graflag.GraFlag method) remote_shared_dir (graflag.config.GraflagConfig property) (graflag.GraflagConfig property) remove_evaluation_service() (graflag.docker_ops.DockerManager method) ReservedEnvVars (class in graflag.docker_ops) result_type (graflag.ExperimentResults attribute) (graflag.models.ExperimentResults attribute)

results_path (graflag.ExperimentInfo attribute) (graflag.models.ExperimentInfo attribute) run() (graflag.api.GraFlagAPI method) (graflag.core.GraFlag method) (graflag.GraFlag method) RunProgress (class in graflag) (class in graflag.models)

S

scores_available (graflag.ExperimentResults attribute) (graflag.models.ExperimentResults attribute) service_exists() (graflag.docker_ops.DockerManager method) service_name (graflag.ExperimentInfo attribute) (graflag.models.ExperimentInfo attribute) services (graflag.ClusterInfo attribute) (graflag.models.ClusterInfo attribute) setup() (graflag.core.GraFlag method) (graflag.GraFlag method) setup_cluster() (graflag.api.GraFlagAPI method) setup_local_registry() (graflag.docker_ops.DockerManager method) setup_swarm_manager() (graflag.docker_ops.DockerManager method) setup_workers() (graflag.docker_ops.DockerManager method) shared_contents (graflag.ClusterInfo attribute) (graflag.models.ClusterInfo attribute) shared_dir (graflag.ClusterInfo attribute) (graflag.models.ClusterInfo attribute) show_logs() (graflag.core.GraFlag method) (graflag.GraFlag method) size_mb (graflag.DatasetInfo attribute) (graflag.models.DatasetInfo attribute) source_code (graflag.MethodInfo attribute) (graflag.models.MethodInfo attribute)

ssh_key (graflag.config.GraflagConfig property) (graflag.GraflagConfig property) ssh_port (graflag.config.GraflagConfig property) (graflag.GraflagConfig property) SSHManager (class in graflag.ssh) status (graflag.ExperimentInfo attribute) (graflag.models.ExperimentInfo attribute) (graflag.models.RunProgress attribute) (graflag.RunProgress attribute) status() (graflag.core.GraFlag method) (graflag.GraFlag method) stop() (graflag.core.GraFlag method) (graflag.GraFlag method) stop_experiment() (graflag.api.GraFlagAPI method) stop_service() (graflag.docker_ops.DockerManager method) supported_data (graflag.MethodInfo attribute) (graflag.models.MethodInfo attribute) swarm_initialized (graflag.ClusterInfo attribute) (graflag.models.ClusterInfo attribute) sync() (graflag.core.GraFlag method) (graflag.GraFlag method)

T

timestamp (graflag.ExperimentInfo attribute) (graflag.models.ExperimentInfo attribute) to_dict() (graflag.ClusterInfo method) (graflag.DatasetInfo method) (graflag.EvaluationResults method) (graflag.ExperimentInfo method) (graflag.ExperimentResults method) (graflag.MethodInfo method) (graflag.models.ClusterInfo method) (graflag.models.DatasetInfo method) (graflag.models.EvaluationResults method) (graflag.models.ExperimentInfo method) (graflag.models.ExperimentResults method) (graflag.models.MethodInfo method) (graflag.models.RunProgress method) (graflag.RunProgress method)

W

worker_nodes (graflag.ClusterInfo attribute) (graflag.models.ClusterInfo attribute)